warning: commands will be executed using /bin/sh
job 2474 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
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 4832676 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1610892 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 84559 members 
Mstep: Class 3 contains 84942 members 
Mstep: Class 4 contains 84627 members 
Mstep: Class 5 contains 84923 members 
Mstep: Class 6 contains 84870 members 
Mstep: Class 7 contains 85367 members 
Mstep: Class 8 contains 84586 members 
Mstep: Class 9 contains 84821 members 
Mstep: Class 10 contains 84773 members 
Mstep: Class 11 contains 84615 members 
Mstep: Class 12 contains 84571 members 
Mstep: Class 13 contains 85491 members 
Mstep: Class 14 contains 84620 members 
Mstep: Class 15 contains 84882 members 
Mstep: Class 16 contains 85100 members 
Mstep: Class 17 contains 84497 members 
Mstep: Class 18 contains 84824 members 
Mstep: Class 19 contains 84215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 407.969055 but Gain 3544.492188
Score: -176652592.000000 Penalty: 63800.820312
Iteration 0F: 19 clusters Score -1.766526e+08 nChanged 1521129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4810 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 74092 members 
Mstep: Class 3 contains 27751 members 
Mstep: Class 4 contains 35583 members 
Mstep: Class 5 contains 118115 members 
Mstep: Class 6 contains 170390 members 
Mstep: Class 7 contains 75099 members 
Mstep: Class 8 contains 439393 members 
Mstep: Class 9 contains 111388 members 
Mstep: Class 11 contains 138631 members 
Mstep: Class 12 contains 10831 members 
Mstep: Class 13 contains 33367 members 
Mstep: Class 14 contains 63501 members 
Mstep: Class 15 contains 152130 members 
Mstep: Class 16 contains 15422 members 
Mstep: Class 17 contains 37067 members 
Mstep: Class 18 contains 59522 members 
Mstep: Class 19 contains 17187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180999024.000000 Penalty: 63800.820312
Iteration 1F: 19 clusters Score -1.80999e+08 nChanged 535653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3418 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 67903 members 
Mstep: Class 3 contains 24120 members 
Mstep: Class 4 contains 29937 members 
Mstep: Class 5 contains 146978 members 
Mstep: Class 6 contains 163103 members 
Mstep: Class 7 contains 63695 members 
Mstep: Class 8 contains 464534 members 
Mstep: Class 9 contains 134207 members 
Mstep: Class 11 contains 130125 members 
Mstep: Class 12 contains 9820 members 
Mstep: Class 13 contains 23787 members 
Mstep: Class 14 contains 72387 members 
Mstep: Class 15 contains 155953 members 
Mstep: Class 16 contains 13801 members 
Mstep: Class 17 contains 33007 members 
Mstep: Class 18 contains 44322 members 
Mstep: Class 19 contains 9377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181941312.000000 Penalty: 63800.820312
Iteration 2F: 19 clusters Score -1.819413e+08 nChanged 396846
Entering Unmasked Mstep 
Mstep: Class 0 contains 2737 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 57272 members 
Mstep: Class 3 contains 22981 members 
Mstep: Class 4 contains 24231 members 
Mstep: Class 5 contains 175510 members 
Mstep: Class 6 contains 175291 members 
Mstep: Class 7 contains 63134 members 
Mstep: Class 8 contains 434544 members 
Mstep: Class 9 contains 142817 members 
Mstep: Class 11 contains 133662 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 18801 members 
Mstep: Class 14 contains 86215 members 
Mstep: Class 15 contains 160801 members 
Mstep: Class 16 contains 16355 members 
Mstep: Class 17 contains 34079 members 
Mstep: Class 18 contains 32676 members 
Mstep: Class 19 contains 6216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182451968.000000 Penalty: 63800.820312
Iteration 3F: 19 clusters Score -1.82452e+08 nChanged 300593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2146 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 20962 members 
Mstep: Class 4 contains 19966 members 
Mstep: Class 5 contains 198187 members 
Mstep: Class 6 contains 191077 members 
Mstep: Class 7 contains 63063 members 
Mstep: Class 8 contains 420745 members 
Mstep: Class 9 contains 149606 members 
Mstep: Class 11 contains 142999 members 
Mstep: Class 12 contains 5000 members 
Mstep: Class 13 contains 14519 members 
Mstep: Class 14 contains 101710 members 
Mstep: Class 15 contains 152812 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 32573 members 
Mstep: Class 18 contains 21737 members 
Mstep: Class 19 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3223.915283 but Gain 3544.492188
Score: -182801168.000000 Penalty: 60256.328125
Iteration 4F: 18 clusters Score -1.828012e+08 nChanged 240698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1235 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 34680 members 
Mstep: Class 3 contains 18551 members 
Mstep: Class 4 contains 18432 members 
Mstep: Class 5 contains 223613 members 
Mstep: Class 6 contains 200675 members 
Mstep: Class 7 contains 61910 members 
Mstep: Class 8 contains 403930 members 
Mstep: Class 9 contains 157218 members 
Mstep: Class 11 contains 151088 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 11423 members 
Mstep: Class 14 contains 118653 members 
Mstep: Class 15 contains 141966 members 
Mstep: Class 16 contains 10509 members 
Mstep: Class 17 contains 28924 members 
Mstep: Class 18 contains 14131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183030896.000000 Penalty: 60256.328125
Iteration 5F: 18 clusters Score -1.830309e+08 nChanged 195649
Entering Unmasked Mstep 
Mstep: Class 0 contains 666 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 27178 members 
Mstep: Class 3 contains 16928 members 
Mstep: Class 4 contains 19524 members 
Mstep: Class 5 contains 249156 members 
Mstep: Class 6 contains 200202 members 
Mstep: Class 7 contains 59989 members 
Mstep: Class 8 contains 387180 members 
Mstep: Class 9 contains 164121 members 
Mstep: Class 11 contains 157700 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 9575 members 
Mstep: Class 14 contains 133498 members 
Mstep: Class 15 contains 130857 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 24204 members 
Mstep: Class 18 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183204784.000000 Penalty: 60256.328125
Iteration 6F: 18 clusters Score -1.832048e+08 nChanged 167759
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 20076 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 21547 members 
Mstep: Class 5 contains 270655 members 
Mstep: Class 6 contains 195382 members 
Mstep: Class 7 contains 58875 members 
Mstep: Class 8 contains 370804 members 
Mstep: Class 9 contains 171955 members 
Mstep: Class 11 contains 165145 members 
Mstep: Class 12 contains 4333 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 14 contains 145823 members 
Mstep: Class 15 contains 122034 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 18 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183331424.000000 Penalty: 60256.328125
Iteration 7F: 18 clusters Score -1.833314e+08 nChanged 142574
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 14552 members 
Mstep: Class 4 contains 23134 members 
Mstep: Class 5 contains 285746 members 
Mstep: Class 6 contains 187217 members 
Mstep: Class 7 contains 58985 members 
Mstep: Class 8 contains 356672 members 
Mstep: Class 9 contains 181118 members 
Mstep: Class 11 contains 174365 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 154964 members 
Mstep: Class 15 contains 115852 members 
Mstep: Class 16 contains 5914 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2983.081299 but Gain 3544.488281
Score: -183438864.000000 Penalty: 56711.839844
Iteration 8F: 17 clusters Score -1.834389e+08 nChanged 121841
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 13578 members 
Mstep: Class 4 contains 24292 members 
Mstep: Class 5 contains 294166 members 
Mstep: Class 6 contains 177446 members 
Mstep: Class 7 contains 59918 members 
Mstep: Class 8 contains 347373 members 
Mstep: Class 9 contains 191492 members 
Mstep: Class 11 contains 185114 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 7688 members 
Mstep: Class 14 contains 161676 members 
Mstep: Class 15 contains 110800 members 
Mstep: Class 16 contains 4662 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183511648.000000 Penalty: 56711.839844
Iteration 9F: 17 clusters Score -1.835116e+08 nChanged 97879
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 24751 members 
Mstep: Class 5 contains 296116 members 
Mstep: Class 6 contains 166774 members 
Mstep: Class 7 contains 61171 members 
Mstep: Class 8 contains 339657 members 
Mstep: Class 9 contains 202316 members 
Mstep: Class 11 contains 196675 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 7274 members 
Mstep: Class 14 contains 165378 members 
Mstep: Class 15 contains 106196 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183566480.000000 Penalty: 56711.839844
Iteration 10F: 17 clusters Score -1.835665e+08 nChanged 80998
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 24881 members 
Mstep: Class 5 contains 294018 members 
Mstep: Class 6 contains 155429 members 
Mstep: Class 7 contains 62450 members 
Mstep: Class 8 contains 334347 members 
Mstep: Class 9 contains 213171 members 
Mstep: Class 11 contains 208825 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 167111 members 
Mstep: Class 15 contains 102410 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 10012 members 
Mstep: Class 18 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183599328.000000 Penalty: 56711.839844
Iteration 11F: 17 clusters Score -1.835993e+08 nChanged 69578
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 5322 members 
Mstep: Class 3 contains 12119 members 
Mstep: Class 4 contains 24929 members 
Mstep: Class 5 contains 288513 members 
Mstep: Class 6 contains 144596 members 
Mstep: Class 7 contains 63807 members 
Mstep: Class 8 contains 330643 members 
Mstep: Class 9 contains 223168 members 
Mstep: Class 11 contains 221704 members 
Mstep: Class 12 contains 3966 members 
Mstep: Class 13 contains 6356 members 
Mstep: Class 14 contains 167637 members 
Mstep: Class 15 contains 99313 members 
Mstep: Class 16 contains 3188 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183625280.000000 Penalty: 56711.839844
Iteration 12Q: 17 clusters Score -1.836253e+08 nChanged 61513
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 11982 members 
Mstep: Class 4 contains 24919 members 
Mstep: Class 5 contains 281173 members 
Mstep: Class 6 contains 134576 members 
Mstep: Class 7 contains 65121 members 
Mstep: Class 8 contains 327968 members 
Mstep: Class 9 contains 232251 members 
Mstep: Class 11 contains 235152 members 
Mstep: Class 12 contains 3849 members 
Mstep: Class 13 contains 6044 members 
Mstep: Class 14 contains 167183 members 
Mstep: Class 15 contains 96721 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 8727 members 
Mstep: Class 18 contains 6802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183645536.000000 Penalty: 56711.839844
Iteration 13Q: 17 clusters Score -1.836455e+08 nChanged 54692
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 11970 members 
Mstep: Class 4 contains 24885 members 
Mstep: Class 5 contains 273194 members 
Mstep: Class 6 contains 125669 members 
Mstep: Class 7 contains 66237 members 
Mstep: Class 8 contains 325191 members 
Mstep: Class 9 contains 240660 members 
Mstep: Class 11 contains 248578 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 166080 members 
Mstep: Class 15 contains 94673 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 8333 members 
Mstep: Class 18 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183663008.000000 Penalty: 56711.839844
Iteration 14Q: 17 clusters Score -1.83663e+08 nChanged 48837
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 12060 members 
Mstep: Class 4 contains 24778 members 
Mstep: Class 5 contains 265137 members 
Mstep: Class 6 contains 117947 members 
Mstep: Class 7 contains 67105 members 
Mstep: Class 8 contains 322838 members 
Mstep: Class 9 contains 248271 members 
Mstep: Class 11 contains 261005 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 164739 members 
Mstep: Class 15 contains 92964 members 
Mstep: Class 16 contains 2782 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 7834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183678128.000000 Penalty: 56711.839844
Iteration 15Q: 17 clusters Score -1.836781e+08 nChanged 43638
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 6063 members 
Mstep: Class 3 contains 12206 members 
Mstep: Class 4 contains 24617 members 
Mstep: Class 5 contains 257496 members 
Mstep: Class 6 contains 111437 members 
Mstep: Class 7 contains 67789 members 
Mstep: Class 8 contains 320685 members 
Mstep: Class 9 contains 255308 members 
Mstep: Class 11 contains 271928 members 
Mstep: Class 12 contains 3528 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 163261 members 
Mstep: Class 15 contains 91544 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 8278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183688816.000000 Penalty: 56711.839844
Iteration 16Q: 17 clusters Score -1.836888e+08 nChanged 38862
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 12387 members 
Mstep: Class 4 contains 24457 members 
Mstep: Class 5 contains 250714 members 
Mstep: Class 6 contains 106100 members 
Mstep: Class 7 contains 68257 members 
Mstep: Class 8 contains 318692 members 
Mstep: Class 9 contains 261442 members 
Mstep: Class 11 contains 281429 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 161792 members 
Mstep: Class 15 contains 90354 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 8662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183698896.000000 Penalty: 56711.839844
Iteration 17Q: 17 clusters Score -1.836989e+08 nChanged 34397
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 12713 members 
Mstep: Class 4 contains 24331 members 
Mstep: Class 5 contains 244994 members 
Mstep: Class 6 contains 101715 members 
Mstep: Class 7 contains 68603 members 
Mstep: Class 8 contains 316761 members 
Mstep: Class 9 contains 266776 members 
Mstep: Class 11 contains 289321 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 160471 members 
Mstep: Class 15 contains 89381 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 18 contains 8929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183705248.000000 Penalty: 56711.839844
Iteration 18Q: 17 clusters Score -1.837052e+08 nChanged 30444
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 13033 members 
Mstep: Class 4 contains 24146 members 
Mstep: Class 5 contains 240265 members 
Mstep: Class 6 contains 98221 members 
Mstep: Class 7 contains 68822 members 
Mstep: Class 8 contains 315110 members 
Mstep: Class 9 contains 271540 members 
Mstep: Class 11 contains 295473 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 159220 members 
Mstep: Class 15 contains 88695 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 7999 members 
Mstep: Class 18 contains 9098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183710944.000000 Penalty: 56711.839844
Iteration 19Q: 17 clusters Score -1.837109e+08 nChanged 27122
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 23979 members 
Mstep: Class 5 contains 236646 members 
Mstep: Class 6 contains 95335 members 
Mstep: Class 7 contains 68867 members 
Mstep: Class 8 contains 314017 members 
Mstep: Class 9 contains 275431 members 
Mstep: Class 11 contains 300146 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 7185 members 
Mstep: Class 14 contains 158011 members 
Mstep: Class 15 contains 88188 members 
Mstep: Class 16 contains 2617 members 
Mstep: Class 17 contains 8035 members 
Mstep: Class 18 contains 9206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183717568.000000 Penalty: 56711.839844
Iteration 20F: 17 clusters Score -1.837176e+08 nChanged 26056
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 13481 members 
Mstep: Class 4 contains 23827 members 
Mstep: Class 5 contains 234019 members 
Mstep: Class 6 contains 92936 members 
Mstep: Class 7 contains 68766 members 
Mstep: Class 8 contains 312358 members 
Mstep: Class 9 contains 278558 members 
Mstep: Class 11 contains 303773 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 13 contains 7704 members 
Mstep: Class 14 contains 156995 members 
Mstep: Class 15 contains 87837 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 8029 members 
Mstep: Class 18 contains 9654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183724048.000000 Penalty: 56711.839844
Iteration 21Q: 17 clusters Score -1.83724e+08 nChanged 25150
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 13731 members 
Mstep: Class 4 contains 23677 members 
Mstep: Class 5 contains 232141 members 
Mstep: Class 6 contains 90975 members 
Mstep: Class 7 contains 68436 members 
Mstep: Class 8 contains 311184 members 
Mstep: Class 9 contains 280777 members 
Mstep: Class 11 contains 306869 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 8300 members 
Mstep: Class 14 contains 156039 members 
Mstep: Class 15 contains 87582 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 8023 members 
Mstep: Class 18 contains 10029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183733728.000000 Penalty: 56711.839844
Iteration 22Q: 17 clusters Score -1.837337e+08 nChanged 25502
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7505 members 
Mstep: Class 3 contains 14190 members 
Mstep: Class 4 contains 23510 members 
Mstep: Class 5 contains 231187 members 
Mstep: Class 6 contains 89303 members 
Mstep: Class 7 contains 67781 members 
Mstep: Class 8 contains 308541 members 
Mstep: Class 9 contains 281545 members 
Mstep: Class 11 contains 312241 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 154966 members 
Mstep: Class 15 contains 87320 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 10154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183744656.000000 Penalty: 56711.839844
Iteration 23Q: 17 clusters Score -1.837447e+08 nChanged 28995
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 23348 members 
Mstep: Class 5 contains 230853 members 
Mstep: Class 6 contains 87924 members 
Mstep: Class 7 contains 66683 members 
Mstep: Class 8 contains 304756 members 
Mstep: Class 9 contains 279773 members 
Mstep: Class 11 contains 321041 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 153608 members 
Mstep: Class 15 contains 87090 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 7886 members 
Mstep: Class 18 contains 10124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183753664.000000 Penalty: 56711.839844
Iteration 24Q: 17 clusters Score -1.837537e+08 nChanged 36390
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7585 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 23205 members 
Mstep: Class 5 contains 230850 members 
Mstep: Class 6 contains 86993 members 
Mstep: Class 7 contains 65023 members 
Mstep: Class 8 contains 298540 members 
Mstep: Class 9 contains 274414 members 
Mstep: Class 11 contains 335898 members 
Mstep: Class 12 contains 2987 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 151949 members 
Mstep: Class 15 contains 86891 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 10153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183757888.000000 Penalty: 56711.839844
Iteration 25Q: 17 clusters Score -1.837579e+08 nChanged 51359
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7590 members 
Mstep: Class 3 contains 16333 members 
Mstep: Class 4 contains 23018 members 
Mstep: Class 5 contains 231370 members 
Mstep: Class 6 contains 86582 members 
Mstep: Class 7 contains 62775 members 
Mstep: Class 8 contains 287079 members 
Mstep: Class 9 contains 264923 members 
Mstep: Class 11 contains 359887 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 11171 members 
Mstep: Class 14 contains 150269 members 
Mstep: Class 15 contains 86732 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 10206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183740368.000000 Penalty: 56711.839844
Iteration 26Q: 17 clusters Score -1.837404e+08 nChanged 69842
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 16892 members 
Mstep: Class 4 contains 22870 members 
Mstep: Class 5 contains 233980 members 
Mstep: Class 6 contains 87144 members 
Mstep: Class 7 contains 60680 members 
Mstep: Class 8 contains 264942 members 
Mstep: Class 9 contains 254734 members 
Mstep: Class 11 contains 390716 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 12098 members 
Mstep: Class 14 contains 149755 members 
Mstep: Class 15 contains 86623 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7016 members 
Mstep: Class 18 contains 10231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183686368.000000 Penalty: 56711.839844
Iteration 27Q: 17 clusters Score -1.836864e+08 nChanged 75323
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 17646 members 
Mstep: Class 4 contains 22906 members 
Mstep: Class 5 contains 240655 members 
Mstep: Class 6 contains 88897 members 
Mstep: Class 7 contains 59732 members 
Mstep: Class 8 contains 240305 members 
Mstep: Class 9 contains 250499 members 
Mstep: Class 11 contains 408333 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 13467 members 
Mstep: Class 14 contains 151564 members 
Mstep: Class 15 contains 86560 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 10289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183642720.000000 Penalty: 56711.839844
Iteration 28Q: 17 clusters Score -1.836427e+08 nChanged 59617
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7763 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 23005 members 
Mstep: Class 5 contains 248653 members 
Mstep: Class 6 contains 90881 members 
Mstep: Class 7 contains 59785 members 
Mstep: Class 8 contains 225221 members 
Mstep: Class 9 contains 252850 members 
Mstep: Class 11 contains 405045 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 15232 members 
Mstep: Class 14 contains 154634 members 
Mstep: Class 15 contains 86549 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 10372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183642992.000000 Penalty: 56711.839844
Iteration 29Q: 17 clusters Score -1.83643e+08 nChanged 45272
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7788 members 
Mstep: Class 3 contains 19383 members 
Mstep: Class 4 contains 23029 members 
Mstep: Class 5 contains 255830 members 
Mstep: Class 6 contains 92094 members 
Mstep: Class 7 contains 59884 members 
Mstep: Class 8 contains 216620 members 
Mstep: Class 9 contains 257328 members 
Mstep: Class 11 contains 394969 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 157578 members 
Mstep: Class 15 contains 86493 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183657936.000000 Penalty: 56711.839844
Iteration 30Q: 17 clusters Score -1.836579e+08 nChanged 37393
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 7833 members 
Mstep: Class 3 contains 20054 members 
Mstep: Class 4 contains 22993 members 
Mstep: Class 5 contains 261907 members 
Mstep: Class 6 contains 92629 members 
Mstep: Class 7 contains 59886 members 
Mstep: Class 8 contains 210839 members 
Mstep: Class 9 contains 261734 members 
Mstep: Class 11 contains 384817 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 159911 members 
Mstep: Class 15 contains 86407 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183674560.000000 Penalty: 56711.839844
Iteration 31Q: 17 clusters Score -1.836746e+08 nChanged 32272
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7866 members 
Mstep: Class 3 contains 20567 members 
Mstep: Class 4 contains 22921 members 
Mstep: Class 5 contains 267101 members 
Mstep: Class 6 contains 92602 members 
Mstep: Class 7 contains 59712 members 
Mstep: Class 8 contains 206939 members 
Mstep: Class 9 contains 265591 members 
Mstep: Class 11 contains 375933 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 20769 members 
Mstep: Class 14 contains 161590 members 
Mstep: Class 15 contains 86287 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 6996 members 
Mstep: Class 18 contains 10447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183689744.000000 Penalty: 56711.839844
Iteration 32Q: 17 clusters Score -1.836897e+08 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7888 members 
Mstep: Class 3 contains 20911 members 
Mstep: Class 4 contains 22830 members 
Mstep: Class 5 contains 271643 members 
Mstep: Class 6 contains 92153 members 
Mstep: Class 7 contains 59578 members 
Mstep: Class 8 contains 204500 members 
Mstep: Class 9 contains 268841 members 
Mstep: Class 11 contains 368241 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 22307 members 
Mstep: Class 14 contains 162782 members 
Mstep: Class 15 contains 86150 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183702848.000000 Penalty: 56711.839844
Iteration 33Q: 17 clusters Score -1.837028e+08 nChanged 25549
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 21127 members 
Mstep: Class 4 contains 22723 members 
Mstep: Class 5 contains 275775 members 
Mstep: Class 6 contains 91533 members 
Mstep: Class 7 contains 59362 members 
Mstep: Class 8 contains 202951 members 
Mstep: Class 9 contains 271298 members 
Mstep: Class 11 contains 361892 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 163360 members 
Mstep: Class 15 contains 86038 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7258 members 
Mstep: Class 18 contains 10381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183714784.000000 Penalty: 56711.839844
Iteration 34Q: 17 clusters Score -1.837148e+08 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 21252 members 
Mstep: Class 4 contains 22610 members 
Mstep: Class 5 contains 279407 members 
Mstep: Class 6 contains 90824 members 
Mstep: Class 7 contains 59103 members 
Mstep: Class 8 contains 202053 members 
Mstep: Class 9 contains 272958 members 
Mstep: Class 11 contains 356798 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 24964 members 
Mstep: Class 14 contains 163592 members 
Mstep: Class 15 contains 85989 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183723440.000000 Penalty: 56711.839844
Iteration 35Q: 17 clusters Score -1.837234e+08 nChanged 20623
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 21307 members 
Mstep: Class 4 contains 22495 members 
Mstep: Class 5 contains 282594 members 
Mstep: Class 6 contains 90120 members 
Mstep: Class 7 contains 58826 members 
Mstep: Class 8 contains 201701 members 
Mstep: Class 9 contains 274037 members 
Mstep: Class 11 contains 352738 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 26071 members 
Mstep: Class 14 contains 163558 members 
Mstep: Class 15 contains 85911 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 10436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183730704.000000 Penalty: 56711.839844
Iteration 36Q: 17 clusters Score -1.837307e+08 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 21322 members 
Mstep: Class 4 contains 22406 members 
Mstep: Class 5 contains 285625 members 
Mstep: Class 6 contains 89369 members 
Mstep: Class 7 contains 58503 members 
Mstep: Class 8 contains 201742 members 
Mstep: Class 9 contains 274562 members 
Mstep: Class 11 contains 349503 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 27002 members 
Mstep: Class 14 contains 163278 members 
Mstep: Class 15 contains 85868 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183736288.000000 Penalty: 56711.839844
Iteration 37Q: 17 clusters Score -1.837363e+08 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 21324 members 
Mstep: Class 4 contains 22282 members 
Mstep: Class 5 contains 288746 members 
Mstep: Class 6 contains 88644 members 
Mstep: Class 7 contains 58222 members 
Mstep: Class 8 contains 201943 members 
Mstep: Class 9 contains 274416 members 
Mstep: Class 11 contains 346854 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 27863 members 
Mstep: Class 14 contains 162861 members 
Mstep: Class 15 contains 85829 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 7946 members 
Mstep: Class 18 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183741936.000000 Penalty: 56711.839844
Iteration 38Q: 17 clusters Score -1.837419e+08 nChanged 16930
Entering ConstructFrom: 
Score: -183741936.000000 Penalty: 56711.839844
Entering ConstructFrom: 
Trying to split cluster 2 (7930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Entering Unmasked Estep 
Score: -859800.312500 Penalty: 2226.645264
	Iteration 0F: 2 clusters Score -859800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -853520.000000 Penalty: 4453.290527
	Iteration 0F: 3 clusters Score -853520 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -856108.187500 Penalty: 4453.290527
	Iteration 1F: 3 clusters Score -856108.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -857517.437500 Penalty: 4453.290527
	Iteration 2F: 3 clusters Score -857517.4 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -858826.250000 Penalty: 4453.290527
	Iteration 3F: 3 clusters Score -858826.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -859477.375000 Penalty: 4453.290527
	Iteration 4F: 3 clusters Score -859477.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -859768.062500 Penalty: 4453.290527
	Iteration 5F: 3 clusters Score -859768.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -859931.625000 Penalty: 4453.290527
	Iteration 6Q: 3 clusters Score -859931.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -860111.062500 Penalty: 4453.290527
	Iteration 7Q: 3 clusters Score -860111.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -860288.625000 Penalty: 4453.290527
	Iteration 8Q: 3 clusters Score -860288.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -860431.312500 Penalty: 4453.290527
	Iteration 9Q: 3 clusters Score -860431.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -860523.125000 Penalty: 4453.290527
	Iteration 10Q: 3 clusters Score -860523.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -860595.062500 Penalty: 4453.290527
	Iteration 11Q: 3 clusters Score -860595.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -860670.312500 Penalty: 4453.290527
	Iteration 12Q: 3 clusters Score -860670.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -860726.125000 Penalty: 4453.290527
	Iteration 13Q: 3 clusters Score -860726.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -860786.687500 Penalty: 4453.290527
	Iteration 14Q: 3 clusters Score -860786.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -860842.500000 Penalty: 4453.290527
	Iteration 15Q: 3 clusters Score -860842.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -860906.750000 Penalty: 4453.290527
	Iteration 16Q: 3 clusters Score -860906.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -860988.500000 Penalty: 4453.290527
	Iteration 17Q: 3 clusters Score -860988.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -861034.562500 Penalty: 4453.290527
	Iteration 18Q: 3 clusters Score -861034.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -861070.375000 Penalty: 4453.290527
	Iteration 19Q: 3 clusters Score -861070.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -861085.687500 Penalty: 4453.290527
	Iteration 20F: 3 clusters Score -861085.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -861094.437500 Penalty: 4453.290527
	Iteration 21Q: 3 clusters Score -861094.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -861107.250000 Penalty: 4453.290527
	Iteration 22Q: 3 clusters Score -861107.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -861114.375000 Penalty: 4453.290527
	Iteration 23Q: 3 clusters Score -861114.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -861118.750000 Penalty: 4453.290527
	Iteration 24Q: 3 clusters Score -861118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -861122.000000 Penalty: 4453.290527
	Iteration 25Q: 3 clusters Score -861122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -861123.875000 Penalty: 4453.290527
	Iteration 26Q: 3 clusters Score -861123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -861130.812500 Penalty: 4453.290527
	Iteration 27Q: 3 clusters Score -861130.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -861135.125000 Penalty: 4453.290527
	Iteration 28Q: 3 clusters Score -861135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -861138.125000 Penalty: 4453.290527
	Iteration 29Q: 3 clusters Score -861138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -861137.562500 Penalty: 4453.290527
	Iteration 30Q: 3 clusters Score -861137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -861140.500000 Penalty: 4453.290527
	Iteration 31Q: 3 clusters Score -861140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -861144.125000 Penalty: 4453.290527
	Iteration 32Q: 3 clusters Score -861144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -861143.875000 Penalty: 4453.290527
	Iteration 33Q: 3 clusters Score -861143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -861144.500000 Penalty: 4453.290527
	Iteration 34Q: 3 clusters Score -861144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -861145.062500 Penalty: 4453.290527
	Iteration 35Q: 3 clusters Score -861145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -861147.562500 Penalty: 4453.290527
	Iteration 36Q: 3 clusters Score -861147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -861146.562500 Penalty: 4453.290527
	Iteration 37Q: 3 clusters Score -861146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -861147.437500 Penalty: 4453.290527
	Iteration 38Q: 3 clusters Score -861147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -861148.625000 Penalty: 4453.290527
	Iteration 39Q: 3 clusters Score -861148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -861153.000000 Penalty: 4453.290527
	Iteration 40F: 3 clusters Score -861153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -861154.125000 Penalty: 4453.290527
	Iteration 41Q: 3 clusters Score -861154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -861154.812500 Penalty: 4453.290527
	Iteration 42Q: 3 clusters Score -861154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -861154.750000 Penalty: 4453.290527
	Iteration 43Q: 3 clusters Score -861154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -861152.875000 Penalty: 4453.290527
	Iteration 44Q: 3 clusters Score -861152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -861155.062500 Penalty: 4453.290527
	Iteration 45Q: 3 clusters Score -861155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -861154.937500 Penalty: 4453.290527
	Iteration 46Q: 3 clusters Score -861154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -861156.187500 Penalty: 4453.290527
	Iteration 47Q: 3 clusters Score -861156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -861155.562500 Penalty: 4453.290527
	Iteration 48Q: 3 clusters Score -861155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -861156.562500 Penalty: 4453.290527
	Iteration 49Q: 3 clusters Score -861156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -861157.750000 Penalty: 4453.290527
	Iteration 50Q: 3 clusters Score -861157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -861158.687500 Penalty: 4453.290527
	Iteration 51Q: 3 clusters Score -861158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -861159.812500 Penalty: 4453.290527
	Iteration 52Q: 3 clusters Score -861159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -861160.937500 Penalty: 4453.290527
	Iteration 53Q: 3 clusters Score -861160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -861159.750000 Penalty: 4453.290527
	Iteration 54Q: 3 clusters Score -861159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -861160.250000 Penalty: 4453.290527
	Iteration 55Q: 3 clusters Score -861160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -861160.375000 Penalty: 4453.290527
	Iteration 56Q: 3 clusters Score -861160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -861160.562500 Penalty: 4453.290527
	Iteration 57Q: 3 clusters Score -861160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -861160.562500 Penalty: 4453.290527
	Iteration 58F: 3 clusters Score -861160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 21296 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 87977 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 11 contains 344590 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 162330 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Entering Unmasked Estep 
Score: -183744976.000000 Penalty: 60256.328125
Splitting cluster 2 changes total score from -183741936.000000 to -183744976.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (21296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Entering Unmasked Estep 
Score: -2415914.500000 Penalty: 2471.635986
	Iteration 0F: 2 clusters Score -2415914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2401147.500000 Penalty: 4943.271973
	Iteration 0F: 3 clusters Score -2401148 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2406364.000000 Penalty: 4943.271973
	Iteration 1F: 3 clusters Score -2406364 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2407372.500000 Penalty: 4943.271973
	Iteration 2F: 3 clusters Score -2407372 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2409126.750000 Penalty: 4943.271973
	Iteration 3F: 3 clusters Score -2409127 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2411278.500000 Penalty: 4943.271973
	Iteration 4F: 3 clusters Score -2411278 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2412991.250000 Penalty: 4943.271973
	Iteration 5F: 3 clusters Score -2412991 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2413769.000000 Penalty: 4943.271973
	Iteration 6F: 3 clusters Score -2413769 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2414115.500000 Penalty: 4943.271973
	Iteration 7Q: 3 clusters Score -2414116 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2414363.000000 Penalty: 4943.271973
	Iteration 8Q: 3 clusters Score -2414363 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2414575.500000 Penalty: 4943.271973
	Iteration 9Q: 3 clusters Score -2414576 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2414805.500000 Penalty: 4943.271973
	Iteration 10Q: 3 clusters Score -2414806 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2415185.750000 Penalty: 4943.271973
	Iteration 11Q: 3 clusters Score -2415186 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2415908.000000 Penalty: 4943.271973
	Iteration 12Q: 3 clusters Score -2415908 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2417381.750000 Penalty: 4943.271973
	Iteration 13Q: 3 clusters Score -2417382 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2419838.500000 Penalty: 4943.271973
	Iteration 14F: 3 clusters Score -2419838 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2421508.500000 Penalty: 4943.271973
	Iteration 15F: 3 clusters Score -2421508 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2422630.500000 Penalty: 4943.271973
	Iteration 16Q: 3 clusters Score -2422630 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2423356.750000 Penalty: 4943.271973
	Iteration 17Q: 3 clusters Score -2423357 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2423797.250000 Penalty: 4943.271973
	Iteration 18Q: 3 clusters Score -2423797 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2423999.000000 Penalty: 4943.271973
	Iteration 19Q: 3 clusters Score -2423999 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2424111.250000 Penalty: 4943.271973
	Iteration 20F: 3 clusters Score -2424111 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2424173.500000 Penalty: 4943.271973
	Iteration 21Q: 3 clusters Score -2424174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2424214.750000 Penalty: 4943.271973
	Iteration 22Q: 3 clusters Score -2424215 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2424259.250000 Penalty: 4943.271973
	Iteration 23Q: 3 clusters Score -2424259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2424289.500000 Penalty: 4943.271973
	Iteration 24Q: 3 clusters Score -2424290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2424313.750000 Penalty: 4943.271973
	Iteration 25Q: 3 clusters Score -2424314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2424326.750000 Penalty: 4943.271973
	Iteration 26Q: 3 clusters Score -2424327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2424338.250000 Penalty: 4943.271973
	Iteration 27Q: 3 clusters Score -2424338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2424350.250000 Penalty: 4943.271973
	Iteration 28Q: 3 clusters Score -2424350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2424356.500000 Penalty: 4943.271973
	Iteration 29Q: 3 clusters Score -2424356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2424355.750000 Penalty: 4943.271973
	Iteration 30Q: 3 clusters Score -2424356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2424353.500000 Penalty: 4943.271973
	Iteration 31Q: 3 clusters Score -2424354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2424352.000000 Penalty: 4943.271973
	Iteration 32Q: 3 clusters Score -2424352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2424355.000000 Penalty: 4943.271973
	Iteration 33Q: 3 clusters Score -2424355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2424354.750000 Penalty: 4943.271973
	Iteration 34Q: 3 clusters Score -2424355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2424351.500000 Penalty: 4943.271973
	Iteration 35Q: 3 clusters Score -2424352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2424351.250000 Penalty: 4943.271973
	Iteration 36Q: 3 clusters Score -2424351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2424354.250000 Penalty: 4943.271973
	Iteration 37Q: 3 clusters Score -2424354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2424353.250000 Penalty: 4943.271973
	Iteration 38Q: 3 clusters Score -2424353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2424353.250000 Penalty: 4943.271973
	Iteration 39F: 3 clusters Score -2424353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 87977 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 344590 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 162330 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Entering Unmasked Estep 
Score: -183751616.000000 Penalty: 63800.820312
Splitting cluster 3 changes total score from -183741936.000000 to -183751616.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (22158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Entering Unmasked Estep 
Score: -2573777.750000 Penalty: 2481.476562
	Iteration 0F: 2 clusters Score -2573778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2558244.250000 Penalty: 4962.953125
	Iteration 0F: 3 clusters Score -2558244 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2563723.000000 Penalty: 4962.953125
	Iteration 1F: 3 clusters Score -2563723 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2564181.750000 Penalty: 4962.953125
	Iteration 2F: 3 clusters Score -2564182 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2564625.000000 Penalty: 4962.953125
	Iteration 3Q: 3 clusters Score -2564625 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2565072.750000 Penalty: 4962.953125
	Iteration 4Q: 3 clusters Score -2565073 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2565614.250000 Penalty: 4962.953125
	Iteration 5Q: 3 clusters Score -2565614 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2566233.750000 Penalty: 4962.953125
	Iteration 6F: 3 clusters Score -2566234 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2566914.500000 Penalty: 4962.953125
	Iteration 7F: 3 clusters Score -2566914 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2567551.250000 Penalty: 4962.953125
	Iteration 8F: 3 clusters Score -2567551 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2568216.500000 Penalty: 4962.953125
	Iteration 9Q: 3 clusters Score -2568216 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2568864.500000 Penalty: 4962.953125
	Iteration 10Q: 3 clusters Score -2568864 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2569461.500000 Penalty: 4962.953125
	Iteration 11Q: 3 clusters Score -2569462 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2569948.250000 Penalty: 4962.953125
	Iteration 12Q: 3 clusters Score -2569948 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2570323.000000 Penalty: 4962.953125
	Iteration 13Q: 3 clusters Score -2570323 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2570603.000000 Penalty: 4962.953125
	Iteration 14Q: 3 clusters Score -2570603 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2570828.500000 Penalty: 4962.953125
	Iteration 15Q: 3 clusters Score -2570828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2571018.500000 Penalty: 4962.953125
	Iteration 16Q: 3 clusters Score -2571018 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2571160.750000 Penalty: 4962.953125
	Iteration 17Q: 3 clusters Score -2571161 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2571287.500000 Penalty: 4962.953125
	Iteration 18Q: 3 clusters Score -2571288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2571380.500000 Penalty: 4962.953125
	Iteration 19Q: 3 clusters Score -2571380 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2571462.000000 Penalty: 4962.953125
	Iteration 20F: 3 clusters Score -2571462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2571535.750000 Penalty: 4962.953125
	Iteration 21Q: 3 clusters Score -2571536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2571607.750000 Penalty: 4962.953125
	Iteration 22Q: 3 clusters Score -2571608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2571686.000000 Penalty: 4962.953125
	Iteration 23Q: 3 clusters Score -2571686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2571734.500000 Penalty: 4962.953125
	Iteration 24Q: 3 clusters Score -2571734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2571766.000000 Penalty: 4962.953125
	Iteration 25Q: 3 clusters Score -2571766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2571795.500000 Penalty: 4962.953125
	Iteration 26Q: 3 clusters Score -2571796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2571813.000000 Penalty: 4962.953125
	Iteration 27Q: 3 clusters Score -2571813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2571838.500000 Penalty: 4962.953125
	Iteration 28Q: 3 clusters Score -2571838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2571863.250000 Penalty: 4962.953125
	Iteration 29Q: 3 clusters Score -2571863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2571883.750000 Penalty: 4962.953125
	Iteration 30Q: 3 clusters Score -2571884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2571901.000000 Penalty: 4962.953125
	Iteration 31Q: 3 clusters Score -2571901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2571913.500000 Penalty: 4962.953125
	Iteration 32Q: 3 clusters Score -2571914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2571932.750000 Penalty: 4962.953125
	Iteration 33Q: 3 clusters Score -2571933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2571944.000000 Penalty: 4962.953125
	Iteration 34Q: 3 clusters Score -2571944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2571958.500000 Penalty: 4962.953125
	Iteration 35Q: 3 clusters Score -2571958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2571974.250000 Penalty: 4962.953125
	Iteration 36Q: 3 clusters Score -2571974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2571989.500000 Penalty: 4962.953125
	Iteration 37Q: 3 clusters Score -2571990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2571988.500000 Penalty: 4962.953125
	Iteration 38Q: 3 clusters Score -2571988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2571989.250000 Penalty: 4962.953125
	Iteration 39Q: 3 clusters Score -2571989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2571991.750000 Penalty: 4962.953125
	Iteration 40F: 3 clusters Score -2571992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2571987.750000 Penalty: 4962.953125
	Iteration 41Q: 3 clusters Score -2571988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2571990.500000 Penalty: 4962.953125
	Iteration 42Q: 3 clusters Score -2571990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2571987.500000 Penalty: 4962.953125
	Iteration 43Q: 3 clusters Score -2571988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2571993.000000 Penalty: 4962.953125
	Iteration 44Q: 3 clusters Score -2571993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2571997.000000 Penalty: 4962.953125
	Iteration 45Q: 3 clusters Score -2571997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2571999.250000 Penalty: 4962.953125
	Iteration 46Q: 3 clusters Score -2571999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2572004.000000 Penalty: 4962.953125
	Iteration 47Q: 3 clusters Score -2572004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2571998.750000 Penalty: 4962.953125
	Iteration 48Q: 3 clusters Score -2571999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2572004.250000 Penalty: 4962.953125
	Iteration 49Q: 3 clusters Score -2572004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2572004.500000 Penalty: 4962.953125
	Iteration 50Q: 3 clusters Score -2572004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2572007.250000 Penalty: 4962.953125
	Iteration 51Q: 3 clusters Score -2572007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2572006.500000 Penalty: 4962.953125
	Iteration 52Q: 3 clusters Score -2572006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2572005.750000 Penalty: 4962.953125
	Iteration 53Q: 3 clusters Score -2572006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2572005.750000 Penalty: 4962.953125
	Iteration 54Q: 3 clusters Score -2572006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2572009.250000 Penalty: 4962.953125
	Iteration 55Q: 3 clusters Score -2572009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2572009.250000 Penalty: 4962.953125
	Iteration 56F: 3 clusters Score -2572009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (291757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291757 members 
Entering Unmasked Estep 
Score: -34121136.000000 Penalty: 3120.751709
	Iteration 0F: 2 clusters Score -3.412114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -33940772.000000 Penalty: 6241.503418
	Iteration 0F: 3 clusters Score -3.394077e+07 nChanged 141100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 144730 members 
Entering Unmasked Estep 
Score: -34024632.000000 Penalty: 6241.503418
	Iteration 1F: 3 clusters Score -3.402463e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147661 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -34027116.000000 Penalty: 6241.503418
	Iteration 2Q: 3 clusters Score -3.402712e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149181 members 
Mstep: Class 2 contains 142576 members 
Entering Unmasked Estep 
Score: -34030708.000000 Penalty: 6241.503418
	Iteration 3Q: 3 clusters Score -3.403071e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152183 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -34035716.000000 Penalty: 6241.503418
	Iteration 4Q: 3 clusters Score -3.403572e+07 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 134276 members 
Entering Unmasked Estep 
Score: -34043656.000000 Penalty: 6241.503418
	Iteration 5F: 3 clusters Score -3.404366e+07 nChanged 18654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -34054908.000000 Penalty: 6241.503418
	Iteration 6F: 3 clusters Score -3.405491e+07 nChanged 21030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 115548 members 
Entering Unmasked Estep 
Score: -34069632.000000 Penalty: 6241.503418
	Iteration 7F: 3 clusters Score -3.406963e+07 nChanged 20547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186940 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -34085296.000000 Penalty: 6241.503418
	Iteration 8F: 3 clusters Score -3.40853e+07 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195189 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -34095912.000000 Penalty: 6241.503418
	Iteration 9F: 3 clusters Score -3.409591e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201573 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -34101076.000000 Penalty: 6241.503418
	Iteration 10Q: 3 clusters Score -3.410108e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207116 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -34103392.000000 Penalty: 6241.503418
	Iteration 11Q: 3 clusters Score -3.410339e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212552 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -34104508.000000 Penalty: 6241.503418
	Iteration 12Q: 3 clusters Score -3.410451e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217862 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -34105608.000000 Penalty: 6241.503418
	Iteration 13Q: 3 clusters Score -3.410561e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223137 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -34106788.000000 Penalty: 6241.503418
	Iteration 14Q: 3 clusters Score -3.410679e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228199 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -34107752.000000 Penalty: 6241.503418
	Iteration 15Q: 3 clusters Score -3.410775e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233037 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -34108692.000000 Penalty: 6241.503418
	Iteration 16Q: 3 clusters Score -3.410869e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237746 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -34109868.000000 Penalty: 6241.503418
	Iteration 17Q: 3 clusters Score -3.410987e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242180 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -34110920.000000 Penalty: 6241.503418
	Iteration 18Q: 3 clusters Score -3.411092e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246389 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -34111768.000000 Penalty: 6241.503418
	Iteration 19Q: 3 clusters Score -3.411177e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250416 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -34112932.000000 Penalty: 6241.503418
	Iteration 20F: 3 clusters Score -3.411293e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254176 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -34113856.000000 Penalty: 6241.503418
	Iteration 21Q: 3 clusters Score -3.411386e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257676 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -34114912.000000 Penalty: 6241.503418
	Iteration 22Q: 3 clusters Score -3.411491e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261002 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -34115932.000000 Penalty: 6241.503418
	Iteration 23Q: 3 clusters Score -3.411593e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264065 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -34116772.000000 Penalty: 6241.503418
	Iteration 24Q: 3 clusters Score -3.411677e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266791 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -34117484.000000 Penalty: 6241.503418
	Iteration 25Q: 3 clusters Score -3.411748e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269232 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -34118152.000000 Penalty: 6241.503418
	Iteration 26Q: 3 clusters Score -3.411815e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271390 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -34118632.000000 Penalty: 6241.503418
	Iteration 27Q: 3 clusters Score -3.411863e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273363 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -34119016.000000 Penalty: 6241.503418
	Iteration 28Q: 3 clusters Score -3.411902e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275190 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -34119532.000000 Penalty: 6241.503418
	Iteration 29Q: 3 clusters Score -3.411953e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276815 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -34119816.000000 Penalty: 6241.503418
	Iteration 30Q: 3 clusters Score -3.411982e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278283 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -34120100.000000 Penalty: 6241.503418
	Iteration 31Q: 3 clusters Score -3.41201e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279543 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -34120340.000000 Penalty: 6241.503418
	Iteration 32Q: 3 clusters Score -3.412034e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280679 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -34120500.000000 Penalty: 6241.503418
	Iteration 33Q: 3 clusters Score -3.41205e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281613 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -34120652.000000 Penalty: 6241.503418
	Iteration 34Q: 3 clusters Score -3.412065e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282472 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -34120840.000000 Penalty: 6241.503418
	Iteration 35Q: 3 clusters Score -3.412084e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283223 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -34121016.000000 Penalty: 6241.503418
	Iteration 36Q: 3 clusters Score -3.412102e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283888 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -34120960.000000 Penalty: 6241.503418
	Iteration 37Q: 3 clusters Score -3.412096e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284432 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -34120976.000000 Penalty: 6241.503418
	Iteration 38Q: 3 clusters Score -3.412098e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284887 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -34120960.000000 Penalty: 6241.503418
	Iteration 39Q: 3 clusters Score -3.412096e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285300 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -34120968.000000 Penalty: 6241.503418
	Iteration 40F: 3 clusters Score -3.412097e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285662 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -34121020.000000 Penalty: 6241.503418
	Iteration 41Q: 3 clusters Score -3.412102e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285967 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -34121040.000000 Penalty: 6241.503418
	Iteration 42Q: 3 clusters Score -3.412104e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286234 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -34121044.000000 Penalty: 6241.503418
	Iteration 43Q: 3 clusters Score -3.412104e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286460 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -34121068.000000 Penalty: 6241.503418
	Iteration 44Q: 3 clusters Score -3.412107e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286637 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -34121092.000000 Penalty: 6241.503418
	Iteration 45Q: 3 clusters Score -3.412109e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286787 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -34121108.000000 Penalty: 6241.503418
	Iteration 46Q: 3 clusters Score -3.412111e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286928 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -34121052.000000 Penalty: 6241.503418
	Iteration 47Q: 3 clusters Score -3.412105e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287054 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -34121056.000000 Penalty: 6241.503418
	Iteration 48Q: 3 clusters Score -3.412106e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287147 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -34121036.000000 Penalty: 6241.503418
	Iteration 49Q: 3 clusters Score -3.412104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287219 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -34120964.000000 Penalty: 6241.503418
	Iteration 50Q: 3 clusters Score -3.412096e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287282 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -34120884.000000 Penalty: 6241.503418
	Iteration 51Q: 3 clusters Score -3.412088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287338 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -34120888.000000 Penalty: 6241.503418
	Iteration 52Q: 3 clusters Score -3.412089e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287396 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -34120888.000000 Penalty: 6241.503418
	Iteration 53Q: 3 clusters Score -3.412089e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287448 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -34120832.000000 Penalty: 6241.503418
	Iteration 54Q: 3 clusters Score -3.412083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287486 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -34120812.000000 Penalty: 6241.503418
	Iteration 55Q: 3 clusters Score -3.412081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287522 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -34120832.000000 Penalty: 6241.503418
	Iteration 56Q: 3 clusters Score -3.412083e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287556 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -34120816.000000 Penalty: 6241.503418
	Iteration 57Q: 3 clusters Score -3.412082e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287600 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -34120768.000000 Penalty: 6241.503418
	Iteration 58Q: 3 clusters Score -3.412077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287633 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -34120804.000000 Penalty: 6241.503418
	Iteration 59Q: 3 clusters Score -3.41208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287660 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -34120784.000000 Penalty: 6241.503418
	Iteration 60F: 3 clusters Score -3.412078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287679 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -34120776.000000 Penalty: 6241.503418
	Iteration 61Q: 3 clusters Score -3.412078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287697 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -34120784.000000 Penalty: 6241.503418
	Iteration 62Q: 3 clusters Score -3.412078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287710 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -34120760.000000 Penalty: 6241.503418
	Iteration 63Q: 3 clusters Score -3.412076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287728 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -34120748.000000 Penalty: 6241.503418
	Iteration 64Q: 3 clusters Score -3.412075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287745 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -34120764.000000 Penalty: 6241.503418
	Iteration 65Q: 3 clusters Score -3.412076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287757 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -34120748.000000 Penalty: 6241.503418
	Iteration 66Q: 3 clusters Score -3.412075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287772 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -34120764.000000 Penalty: 6241.503418
	Iteration 67Q: 3 clusters Score -3.412076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287789 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -34120764.000000 Penalty: 6241.503418
	Iteration 68Q: 3 clusters Score -3.412076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287808 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -34120740.000000 Penalty: 6241.503418
	Iteration 69Q: 3 clusters Score -3.412074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287832 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -34120756.000000 Penalty: 6241.503418
	Iteration 70Q: 3 clusters Score -3.412076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287857 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -34120716.000000 Penalty: 6241.503418
	Iteration 71Q: 3 clusters Score -3.412072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287879 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -34120700.000000 Penalty: 6241.503418
	Iteration 72Q: 3 clusters Score -3.41207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287898 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -34120708.000000 Penalty: 6241.503418
	Iteration 73Q: 3 clusters Score -3.412071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287924 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -34120736.000000 Penalty: 6241.503418
	Iteration 74Q: 3 clusters Score -3.412074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287948 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -34120740.000000 Penalty: 6241.503418
	Iteration 75Q: 3 clusters Score -3.412074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287968 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -34120756.000000 Penalty: 6241.503418
	Iteration 76Q: 3 clusters Score -3.412076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287986 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -34120756.000000 Penalty: 6241.503418
	Iteration 77Q: 3 clusters Score -3.412076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288007 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -34120740.000000 Penalty: 6241.503418
	Iteration 78Q: 3 clusters Score -3.412074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288021 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -34120728.000000 Penalty: 6241.503418
	Iteration 79Q: 3 clusters Score -3.412073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288033 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -34120712.000000 Penalty: 6241.503418
	Iteration 80F: 3 clusters Score -3.412071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288042 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -34120716.000000 Penalty: 6241.503418
	Iteration 81Q: 3 clusters Score -3.412072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288047 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -34120728.000000 Penalty: 6241.503418
	Iteration 82Q: 3 clusters Score -3.412073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288052 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -34120728.000000 Penalty: 6241.503418
	Iteration 83Q: 3 clusters Score -3.412073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288055 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -34120744.000000 Penalty: 6241.503418
	Iteration 84Q: 3 clusters Score -3.412074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288058 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -34120712.000000 Penalty: 6241.503418
	Iteration 85Q: 3 clusters Score -3.412071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288057 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -34120712.000000 Penalty: 6241.503418
	Iteration 86Q: 3 clusters Score -3.412071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288058 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -34120708.000000 Penalty: 6241.503418
	Iteration 87Q: 3 clusters Score -3.412071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288058 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -34120708.000000 Penalty: 6241.503418
	Iteration 88F: 3 clusters Score -3.412071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Entering Unmasked Estep 
Score: -9930984.000000 Penalty: 2823.437988
	Iteration 0F: 2 clusters Score -9930984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -9871990.000000 Penalty: 5646.875977
	Iteration 0F: 3 clusters Score -9871990 nChanged 41533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -9896005.000000 Penalty: 5646.875977
	Iteration 1F: 3 clusters Score -9896005 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -9897945.000000 Penalty: 5646.875977
	Iteration 2Q: 3 clusters Score -9897945 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -9901498.000000 Penalty: 5646.875977
	Iteration 3Q: 3 clusters Score -9901498 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -9906167.000000 Penalty: 5646.875977
	Iteration 4F: 3 clusters Score -9906167 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -9910894.000000 Penalty: 5646.875977
	Iteration 5F: 3 clusters Score -9910894 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -9914976.000000 Penalty: 5646.875977
	Iteration 6F: 3 clusters Score -9914976 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9918310.000000 Penalty: 5646.875977
	Iteration 7F: 3 clusters Score -9918310 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -9920697.000000 Penalty: 5646.875977
	Iteration 8F: 3 clusters Score -9920697 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -9922346.000000 Penalty: 5646.875977
	Iteration 9Q: 3 clusters Score -9922346 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -9923456.000000 Penalty: 5646.875977
	Iteration 10Q: 3 clusters Score -9923456 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -9924598.000000 Penalty: 5646.875977
	Iteration 11Q: 3 clusters Score -9924598 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -9925568.000000 Penalty: 5646.875977
	Iteration 12Q: 3 clusters Score -9925568 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -9926742.000000 Penalty: 5646.875977
	Iteration 13Q: 3 clusters Score -9926742 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -9928387.000000 Penalty: 5646.875977
	Iteration 14Q: 3 clusters Score -9928387 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -9930628.000000 Penalty: 5646.875977
	Iteration 15Q: 3 clusters Score -9930628 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -9933581.000000 Penalty: 5646.875977
	Iteration 16Q: 3 clusters Score -9933581 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -9936225.000000 Penalty: 5646.875977
	Iteration 17Q: 3 clusters Score -9936225 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -9937318.000000 Penalty: 5646.875977
	Iteration 18Q: 3 clusters Score -9937318 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -9937774.000000 Penalty: 5646.875977
	Iteration 19Q: 3 clusters Score -9937774 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -9938051.000000 Penalty: 5646.875977
	Iteration 20F: 3 clusters Score -9938051 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -9938191.000000 Penalty: 5646.875977
	Iteration 21Q: 3 clusters Score -9938191 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -9938267.000000 Penalty: 5646.875977
	Iteration 22Q: 3 clusters Score -9938267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -9938288.000000 Penalty: 5646.875977
	Iteration 23Q: 3 clusters Score -9938288 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -9938301.000000 Penalty: 5646.875977
	Iteration 24Q: 3 clusters Score -9938301 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -9938304.000000 Penalty: 5646.875977
	Iteration 25Q: 3 clusters Score -9938304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -9938349.000000 Penalty: 5646.875977
	Iteration 26Q: 3 clusters Score -9938349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 82389 members 
Entering Unmasked Estep 
Score: -9938326.000000 Penalty: 5646.875977
	Iteration 27Q: 3 clusters Score -9938326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -9938334.000000 Penalty: 5646.875977
	Iteration 28Q: 3 clusters Score -9938334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -9938352.000000 Penalty: 5646.875977
	Iteration 29Q: 3 clusters Score -9938352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -9938361.000000 Penalty: 5646.875977
	Iteration 30Q: 3 clusters Score -9938361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -9938354.000000 Penalty: 5646.875977
	Iteration 31Q: 3 clusters Score -9938354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -9938377.000000 Penalty: 5646.875977
	Iteration 32Q: 3 clusters Score -9938377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -9938380.000000 Penalty: 5646.875977
	Iteration 33Q: 3 clusters Score -9938380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -9938394.000000 Penalty: 5646.875977
	Iteration 34Q: 3 clusters Score -9938394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -9938389.000000 Penalty: 5646.875977
	Iteration 35Q: 3 clusters Score -9938389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -9938387.000000 Penalty: 5646.875977
	Iteration 36Q: 3 clusters Score -9938387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -9938377.000000 Penalty: 5646.875977
	Iteration 37Q: 3 clusters Score -9938377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -9938374.000000 Penalty: 5646.875977
	Iteration 38Q: 3 clusters Score -9938374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -9938380.000000 Penalty: 5646.875977
	Iteration 39Q: 3 clusters Score -9938380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -9938383.000000 Penalty: 5646.875977
	Iteration 40F: 3 clusters Score -9938383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -9938384.000000 Penalty: 5646.875977
	Iteration 41Q: 3 clusters Score -9938384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -9938382.000000 Penalty: 5646.875977
	Iteration 42Q: 3 clusters Score -9938382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -9938386.000000 Penalty: 5646.875977
	Iteration 43Q: 3 clusters Score -9938386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -9938386.000000 Penalty: 5646.875977
	Iteration 44F: 3 clusters Score -9938386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 344590 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 162330 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 82665 members 
Entering Unmasked Estep 
Score: -183757504.000000 Penalty: 67345.312500
Splitting cluster 6 changes total score from -183741936.000000 to -183757504.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (57937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Entering Unmasked Estep 
Score: -6880197.000000 Penalty: 2719.843750
	Iteration 0F: 2 clusters Score -6880197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -6841298.500000 Penalty: 5439.687500
	Iteration 0F: 3 clusters Score -6841298 nChanged 26993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6856177.000000 Penalty: 5439.687500
	Iteration 1F: 3 clusters Score -6856177 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -6856691.500000 Penalty: 5439.687500
	Iteration 2Q: 3 clusters Score -6856692 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6857337.500000 Penalty: 5439.687500
	Iteration 3Q: 3 clusters Score -6857338 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -6858013.000000 Penalty: 5439.687500
	Iteration 4Q: 3 clusters Score -6858013 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -6858931.000000 Penalty: 5439.687500
	Iteration 5Q: 3 clusters Score -6858931 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -6860283.000000 Penalty: 5439.687500
	Iteration 6Q: 3 clusters Score -6860283 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -6862200.500000 Penalty: 5439.687500
	Iteration 7F: 3 clusters Score -6862200 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -6865024.000000 Penalty: 5439.687500
	Iteration 8F: 3 clusters Score -6865024 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -6868634.500000 Penalty: 5439.687500
	Iteration 9F: 3 clusters Score -6868634 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -6872359.000000 Penalty: 5439.687500
	Iteration 10F: 3 clusters Score -6872359 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6875146.500000 Penalty: 5439.687500
	Iteration 11F: 3 clusters Score -6875146 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6876634.000000 Penalty: 5439.687500
	Iteration 12Q: 3 clusters Score -6876634 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6877286.500000 Penalty: 5439.687500
	Iteration 13Q: 3 clusters Score -6877286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6877497.000000 Penalty: 5439.687500
	Iteration 14Q: 3 clusters Score -6877497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6877622.000000 Penalty: 5439.687500
	Iteration 15Q: 3 clusters Score -6877622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6877671.500000 Penalty: 5439.687500
	Iteration 16Q: 3 clusters Score -6877672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6877705.000000 Penalty: 5439.687500
	Iteration 17Q: 3 clusters Score -6877705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6877729.500000 Penalty: 5439.687500
	Iteration 18Q: 3 clusters Score -6877730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6877751.500000 Penalty: 5439.687500
	Iteration 19Q: 3 clusters Score -6877752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6877762.000000 Penalty: 5439.687500
	Iteration 20F: 3 clusters Score -6877762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6877766.500000 Penalty: 5439.687500
	Iteration 21Q: 3 clusters Score -6877766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6877773.500000 Penalty: 5439.687500
	Iteration 22Q: 3 clusters Score -6877774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6877774.500000 Penalty: 5439.687500
	Iteration 23Q: 3 clusters Score -6877774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6877769.000000 Penalty: 5439.687500
	Iteration 24Q: 3 clusters Score -6877769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6877769.000000 Penalty: 5439.687500
	Iteration 25F: 3 clusters Score -6877769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (202377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202377 members 
Entering Unmasked Estep 
Score: -23644478.000000 Penalty: 3030.036133
	Iteration 0F: 2 clusters Score -2.364448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -23512128.000000 Penalty: 6060.072266
	Iteration 0F: 3 clusters Score -2.351213e+07 nChanged 97119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -23568846.000000 Penalty: 6060.072266
	Iteration 1F: 3 clusters Score -2.356885e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -23570604.000000 Penalty: 6060.072266
	Iteration 2Q: 3 clusters Score -2.35706e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -23573124.000000 Penalty: 6060.072266
	Iteration 3Q: 3 clusters Score -2.357312e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -23577618.000000 Penalty: 6060.072266
	Iteration 4Q: 3 clusters Score -2.357762e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -23584634.000000 Penalty: 6060.072266
	Iteration 5F: 3 clusters Score -2.358463e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -23594666.000000 Penalty: 6060.072266
	Iteration 6F: 3 clusters Score -2.359467e+07 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -23605614.000000 Penalty: 6060.072266
	Iteration 7F: 3 clusters Score -2.360561e+07 nChanged 14589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -23615800.000000 Penalty: 6060.072266
	Iteration 8F: 3 clusters Score -2.36158e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 104110 members 
Entering Unmasked Estep 
Score: -23622696.000000 Penalty: 6060.072266
	Iteration 9F: 3 clusters Score -2.36227e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -23626126.000000 Penalty: 6060.072266
	Iteration 10Q: 3 clusters Score -2.362613e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -23627526.000000 Penalty: 6060.072266
	Iteration 11Q: 3 clusters Score -2.362753e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -23628386.000000 Penalty: 6060.072266
	Iteration 12Q: 3 clusters Score -2.362839e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -23629026.000000 Penalty: 6060.072266
	Iteration 13Q: 3 clusters Score -2.362903e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -23629614.000000 Penalty: 6060.072266
	Iteration 14Q: 3 clusters Score -2.362961e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -23630068.000000 Penalty: 6060.072266
	Iteration 15Q: 3 clusters Score -2.363007e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -23630382.000000 Penalty: 6060.072266
	Iteration 16Q: 3 clusters Score -2.363038e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -23630726.000000 Penalty: 6060.072266
	Iteration 17Q: 3 clusters Score -2.363073e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -23631020.000000 Penalty: 6060.072266
	Iteration 18Q: 3 clusters Score -2.363102e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -23631230.000000 Penalty: 6060.072266
	Iteration 19Q: 3 clusters Score -2.363123e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -23631370.000000 Penalty: 6060.072266
	Iteration 20F: 3 clusters Score -2.363137e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -23631548.000000 Penalty: 6060.072266
	Iteration 21Q: 3 clusters Score -2.363155e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -23631638.000000 Penalty: 6060.072266
	Iteration 22Q: 3 clusters Score -2.363164e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -23631858.000000 Penalty: 6060.072266
	Iteration 23Q: 3 clusters Score -2.363186e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -23631912.000000 Penalty: 6060.072266
	Iteration 24Q: 3 clusters Score -2.363191e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116522 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -23632026.000000 Penalty: 6060.072266
	Iteration 25Q: 3 clusters Score -2.363203e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -23632224.000000 Penalty: 6060.072266
	Iteration 26Q: 3 clusters Score -2.363222e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118716 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -23632302.000000 Penalty: 6060.072266
	Iteration 27Q: 3 clusters Score -2.36323e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119791 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -23632374.000000 Penalty: 6060.072266
	Iteration 28Q: 3 clusters Score -2.363237e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -23632552.000000 Penalty: 6060.072266
	Iteration 29Q: 3 clusters Score -2.363255e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -23632658.000000 Penalty: 6060.072266
	Iteration 30Q: 3 clusters Score -2.363266e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -23632862.000000 Penalty: 6060.072266
	Iteration 31Q: 3 clusters Score -2.363286e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124725 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -23633054.000000 Penalty: 6060.072266
	Iteration 32Q: 3 clusters Score -2.363305e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126087 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -23633326.000000 Penalty: 6060.072266
	Iteration 33Q: 3 clusters Score -2.363333e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -23633492.000000 Penalty: 6060.072266
	Iteration 34Q: 3 clusters Score -2.363349e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -23633654.000000 Penalty: 6060.072266
	Iteration 35Q: 3 clusters Score -2.363365e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -23633830.000000 Penalty: 6060.072266
	Iteration 36Q: 3 clusters Score -2.363383e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131795 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -23634074.000000 Penalty: 6060.072266
	Iteration 37Q: 3 clusters Score -2.363407e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133252 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -23634356.000000 Penalty: 6060.072266
	Iteration 38Q: 3 clusters Score -2.363436e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -23634574.000000 Penalty: 6060.072266
	Iteration 39Q: 3 clusters Score -2.363457e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136171 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -23634822.000000 Penalty: 6060.072266
	Iteration 40F: 3 clusters Score -2.363482e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137666 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -23635008.000000 Penalty: 6060.072266
	Iteration 41Q: 3 clusters Score -2.363501e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -23635324.000000 Penalty: 6060.072266
	Iteration 42Q: 3 clusters Score -2.363532e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140859 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -23635546.000000 Penalty: 6060.072266
	Iteration 43Q: 3 clusters Score -2.363555e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -23635758.000000 Penalty: 6060.072266
	Iteration 44Q: 3 clusters Score -2.363576e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -23636032.000000 Penalty: 6060.072266
	Iteration 45Q: 3 clusters Score -2.363603e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -23636454.000000 Penalty: 6060.072266
	Iteration 46Q: 3 clusters Score -2.363645e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -23636798.000000 Penalty: 6060.072266
	Iteration 47Q: 3 clusters Score -2.36368e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -23637248.000000 Penalty: 6060.072266
	Iteration 48Q: 3 clusters Score -2.363725e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -23637600.000000 Penalty: 6060.072266
	Iteration 49Q: 3 clusters Score -2.36376e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -23637908.000000 Penalty: 6060.072266
	Iteration 50Q: 3 clusters Score -2.363791e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -23638278.000000 Penalty: 6060.072266
	Iteration 51Q: 3 clusters Score -2.363828e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -23638690.000000 Penalty: 6060.072266
	Iteration 52Q: 3 clusters Score -2.363869e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -23639078.000000 Penalty: 6060.072266
	Iteration 53Q: 3 clusters Score -2.363908e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161627 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -23639456.000000 Penalty: 6060.072266
	Iteration 54Q: 3 clusters Score -2.363946e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -23639808.000000 Penalty: 6060.072266
	Iteration 55Q: 3 clusters Score -2.363981e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -23640312.000000 Penalty: 6060.072266
	Iteration 56Q: 3 clusters Score -2.364031e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -23640784.000000 Penalty: 6060.072266
	Iteration 57Q: 3 clusters Score -2.364078e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171726 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -23641176.000000 Penalty: 6060.072266
	Iteration 58Q: 3 clusters Score -2.364118e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174171 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -23641528.000000 Penalty: 6060.072266
	Iteration 59Q: 3 clusters Score -2.364153e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -23642016.000000 Penalty: 6060.072266
	Iteration 60F: 3 clusters Score -2.364202e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -23642178.000000 Penalty: 6060.072266
	Iteration 61Q: 3 clusters Score -2.364218e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -23642498.000000 Penalty: 6060.072266
	Iteration 62Q: 3 clusters Score -2.36425e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -23642730.000000 Penalty: 6060.072266
	Iteration 63Q: 3 clusters Score -2.364273e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -23643056.000000 Penalty: 6060.072266
	Iteration 64Q: 3 clusters Score -2.364306e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186517 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -23643020.000000 Penalty: 6060.072266
	Iteration 65Q: 3 clusters Score -2.364302e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -23643140.000000 Penalty: 6060.072266
	Iteration 66Q: 3 clusters Score -2.364314e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189495 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -23643152.000000 Penalty: 6060.072266
	Iteration 67Q: 3 clusters Score -2.364315e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190761 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -23643086.000000 Penalty: 6060.072266
	Iteration 68Q: 3 clusters Score -2.364309e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191859 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -23643252.000000 Penalty: 6060.072266
	Iteration 69Q: 3 clusters Score -2.364325e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192847 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -23643166.000000 Penalty: 6060.072266
	Iteration 70Q: 3 clusters Score -2.364317e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193694 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -23643176.000000 Penalty: 6060.072266
	Iteration 71Q: 3 clusters Score -2.364318e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194460 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -23643154.000000 Penalty: 6060.072266
	Iteration 72Q: 3 clusters Score -2.364315e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195150 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -23643204.000000 Penalty: 6060.072266
	Iteration 73Q: 3 clusters Score -2.36432e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195745 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -23643204.000000 Penalty: 6060.072266
	Iteration 74Q: 3 clusters Score -2.36432e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196258 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -23643186.000000 Penalty: 6060.072266
	Iteration 75Q: 3 clusters Score -2.364319e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196715 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -23643110.000000 Penalty: 6060.072266
	Iteration 76Q: 3 clusters Score -2.364311e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197121 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -23643142.000000 Penalty: 6060.072266
	Iteration 77Q: 3 clusters Score -2.364314e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197476 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -23643038.000000 Penalty: 6060.072266
	Iteration 78Q: 3 clusters Score -2.364304e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197785 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -23643012.000000 Penalty: 6060.072266
	Iteration 79Q: 3 clusters Score -2.364301e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198051 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -23642990.000000 Penalty: 6060.072266
	Iteration 80F: 3 clusters Score -2.364299e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198278 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -23642952.000000 Penalty: 6060.072266
	Iteration 81Q: 3 clusters Score -2.364295e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198491 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -23642918.000000 Penalty: 6060.072266
	Iteration 82Q: 3 clusters Score -2.364292e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -23642874.000000 Penalty: 6060.072266
	Iteration 83Q: 3 clusters Score -2.364287e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -23642902.000000 Penalty: 6060.072266
	Iteration 84Q: 3 clusters Score -2.36429e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199006 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -23642852.000000 Penalty: 6060.072266
	Iteration 85Q: 3 clusters Score -2.364285e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199167 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -23642804.000000 Penalty: 6060.072266
	Iteration 86Q: 3 clusters Score -2.36428e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199305 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -23642772.000000 Penalty: 6060.072266
	Iteration 87Q: 3 clusters Score -2.364277e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -23642816.000000 Penalty: 6060.072266
	Iteration 88Q: 3 clusters Score -2.364282e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199514 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23642826.000000 Penalty: 6060.072266
	Iteration 89Q: 3 clusters Score -2.364283e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199591 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -23642798.000000 Penalty: 6060.072266
	Iteration 90Q: 3 clusters Score -2.36428e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -23642746.000000 Penalty: 6060.072266
	Iteration 91Q: 3 clusters Score -2.364275e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -23642710.000000 Penalty: 6060.072266
	Iteration 92Q: 3 clusters Score -2.364271e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199851 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23642702.000000 Penalty: 6060.072266
	Iteration 93Q: 3 clusters Score -2.36427e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199933 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -23642692.000000 Penalty: 6060.072266
	Iteration 94Q: 3 clusters Score -2.364269e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200011 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -23642718.000000 Penalty: 6060.072266
	Iteration 95Q: 3 clusters Score -2.364272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200085 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -23642662.000000 Penalty: 6060.072266
	Iteration 96Q: 3 clusters Score -2.364266e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -23642636.000000 Penalty: 6060.072266
	Iteration 97Q: 3 clusters Score -2.364264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200198 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -23642678.000000 Penalty: 6060.072266
	Iteration 98Q: 3 clusters Score -2.364268e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200263 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -23642680.000000 Penalty: 6060.072266
	Iteration 99Q: 3 clusters Score -2.364268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -23642684.000000 Penalty: 6060.072266
	Iteration 100F: 3 clusters Score -2.364268e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200352 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23642682.000000 Penalty: 6060.072266
	Iteration 101Q: 3 clusters Score -2.364268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200382 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -23642686.000000 Penalty: 6060.072266
	Iteration 102Q: 3 clusters Score -2.364269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200414 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23642676.000000 Penalty: 6060.072266
	Iteration 103Q: 3 clusters Score -2.364268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200440 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23642690.000000 Penalty: 6060.072266
	Iteration 104Q: 3 clusters Score -2.364269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200472 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23642670.000000 Penalty: 6060.072266
	Iteration 105Q: 3 clusters Score -2.364267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200501 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23642656.000000 Penalty: 6060.072266
	Iteration 106Q: 3 clusters Score -2.364266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -23642678.000000 Penalty: 6060.072266
	Iteration 107Q: 3 clusters Score -2.364268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200537 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23642670.000000 Penalty: 6060.072266
	Iteration 108Q: 3 clusters Score -2.364267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200544 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23642682.000000 Penalty: 6060.072266
	Iteration 109Q: 3 clusters Score -2.364268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23642680.000000 Penalty: 6060.072266
	Iteration 110Q: 3 clusters Score -2.364268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200552 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -23642656.000000 Penalty: 6060.072266
	Iteration 111Q: 3 clusters Score -2.364266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200556 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23642660.000000 Penalty: 6060.072266
	Iteration 112Q: 3 clusters Score -2.364266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200559 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -23642656.000000 Penalty: 6060.072266
	Iteration 113Q: 3 clusters Score -2.364266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200563 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23642650.000000 Penalty: 6060.072266
	Iteration 114Q: 3 clusters Score -2.364265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200566 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -23642646.000000 Penalty: 6060.072266
	Iteration 115Q: 3 clusters Score -2.364265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200568 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23642642.000000 Penalty: 6060.072266
	Iteration 116Q: 3 clusters Score -2.364264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200571 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23642634.000000 Penalty: 6060.072266
	Iteration 117Q: 3 clusters Score -2.364263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200574 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23642626.000000 Penalty: 6060.072266
	Iteration 118Q: 3 clusters Score -2.364263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23642632.000000 Penalty: 6060.072266
	Iteration 119Q: 3 clusters Score -2.364263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23642632.000000 Penalty: 6060.072266
	Iteration 120F: 3 clusters Score -2.364263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (274024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274024 members 
Entering Unmasked Estep 
Score: -32188108.000000 Penalty: 3105.200928
	Iteration 0F: 2 clusters Score -3.218811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 137178 members 
Entering Unmasked Estep 
Score: -32017160.000000 Penalty: 6210.401855
	Iteration 0F: 3 clusters Score -3.201716e+07 nChanged 132447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133761 members 
Mstep: Class 2 contains 140263 members 
Entering Unmasked Estep 
Score: -32095838.000000 Penalty: 6210.401855
	Iteration 1F: 3 clusters Score -3.209584e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 142451 members 
Entering Unmasked Estep 
Score: -32098230.000000 Penalty: 6210.401855
	Iteration 2Q: 3 clusters Score -3.209823e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 145828 members 
Entering Unmasked Estep 
Score: -32101218.000000 Penalty: 6210.401855
	Iteration 3Q: 3 clusters Score -3.210122e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123393 members 
Mstep: Class 2 contains 150631 members 
Entering Unmasked Estep 
Score: -32106174.000000 Penalty: 6210.401855
	Iteration 4Q: 3 clusters Score -3.210617e+07 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -32112868.000000 Penalty: 6210.401855
	Iteration 5Q: 3 clusters Score -3.211287e+07 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -32123022.000000 Penalty: 6210.401855
	Iteration 6F: 3 clusters Score -3.212302e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -32135552.000000 Penalty: 6210.401855
	Iteration 7F: 3 clusters Score -3.213555e+07 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 179327 members 
Entering Unmasked Estep 
Score: -32147314.000000 Penalty: 6210.401855
	Iteration 8F: 3 clusters Score -3.214731e+07 nChanged 15069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -32155978.000000 Penalty: 6210.401855
	Iteration 9F: 3 clusters Score -3.215598e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 185357 members 
Entering Unmasked Estep 
Score: -32160006.000000 Penalty: 6210.401855
	Iteration 10Q: 3 clusters Score -3.216001e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 186735 members 
Entering Unmasked Estep 
Score: -32161708.000000 Penalty: 6210.401855
	Iteration 11Q: 3 clusters Score -3.216171e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 187924 members 
Entering Unmasked Estep 
Score: -32162252.000000 Penalty: 6210.401855
	Iteration 12Q: 3 clusters Score -3.216225e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 189017 members 
Entering Unmasked Estep 
Score: -32162668.000000 Penalty: 6210.401855
	Iteration 13Q: 3 clusters Score -3.216267e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 190029 members 
Entering Unmasked Estep 
Score: -32163206.000000 Penalty: 6210.401855
	Iteration 14Q: 3 clusters Score -3.216321e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 191024 members 
Entering Unmasked Estep 
Score: -32163520.000000 Penalty: 6210.401855
	Iteration 15Q: 3 clusters Score -3.216352e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 191980 members 
Entering Unmasked Estep 
Score: -32163846.000000 Penalty: 6210.401855
	Iteration 16Q: 3 clusters Score -3.216385e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 192931 members 
Entering Unmasked Estep 
Score: -32164066.000000 Penalty: 6210.401855
	Iteration 17Q: 3 clusters Score -3.216407e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 193918 members 
Entering Unmasked Estep 
Score: -32164348.000000 Penalty: 6210.401855
	Iteration 18Q: 3 clusters Score -3.216435e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 194907 members 
Entering Unmasked Estep 
Score: -32164540.000000 Penalty: 6210.401855
	Iteration 19Q: 3 clusters Score -3.216454e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 195849 members 
Entering Unmasked Estep 
Score: -32164628.000000 Penalty: 6210.401855
	Iteration 20F: 3 clusters Score -3.216463e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 196774 members 
Entering Unmasked Estep 
Score: -32164848.000000 Penalty: 6210.401855
	Iteration 21Q: 3 clusters Score -3.216485e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 197713 members 
Entering Unmasked Estep 
Score: -32165124.000000 Penalty: 6210.401855
	Iteration 22Q: 3 clusters Score -3.216512e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 198593 members 
Entering Unmasked Estep 
Score: -32165320.000000 Penalty: 6210.401855
	Iteration 23Q: 3 clusters Score -3.216532e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 199410 members 
Entering Unmasked Estep 
Score: -32165344.000000 Penalty: 6210.401855
	Iteration 24Q: 3 clusters Score -3.216534e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 200179 members 
Entering Unmasked Estep 
Score: -32165578.000000 Penalty: 6210.401855
	Iteration 25Q: 3 clusters Score -3.216558e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 200878 members 
Entering Unmasked Estep 
Score: -32165632.000000 Penalty: 6210.401855
	Iteration 26Q: 3 clusters Score -3.216563e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 201526 members 
Entering Unmasked Estep 
Score: -32165632.000000 Penalty: 6210.401855
	Iteration 27Q: 3 clusters Score -3.216563e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 202166 members 
Entering Unmasked Estep 
Score: -32165820.000000 Penalty: 6210.401855
	Iteration 28Q: 3 clusters Score -3.216582e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 202749 members 
Entering Unmasked Estep 
Score: -32165812.000000 Penalty: 6210.401855
	Iteration 29Q: 3 clusters Score -3.216581e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 203302 members 
Entering Unmasked Estep 
Score: -32165810.000000 Penalty: 6210.401855
	Iteration 30Q: 3 clusters Score -3.216581e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 203855 members 
Entering Unmasked Estep 
Score: -32165986.000000 Penalty: 6210.401855
	Iteration 31Q: 3 clusters Score -3.216599e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 204377 members 
Entering Unmasked Estep 
Score: -32166182.000000 Penalty: 6210.401855
	Iteration 32Q: 3 clusters Score -3.216618e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 204881 members 
Entering Unmasked Estep 
Score: -32166162.000000 Penalty: 6210.401855
	Iteration 33Q: 3 clusters Score -3.216616e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 205336 members 
Entering Unmasked Estep 
Score: -32166346.000000 Penalty: 6210.401855
	Iteration 34Q: 3 clusters Score -3.216635e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 205773 members 
Entering Unmasked Estep 
Score: -32166446.000000 Penalty: 6210.401855
	Iteration 35Q: 3 clusters Score -3.216645e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 206169 members 
Entering Unmasked Estep 
Score: -32166462.000000 Penalty: 6210.401855
	Iteration 36Q: 3 clusters Score -3.216646e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 206527 members 
Entering Unmasked Estep 
Score: -32166554.000000 Penalty: 6210.401855
	Iteration 37Q: 3 clusters Score -3.216655e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 206866 members 
Entering Unmasked Estep 
Score: -32166554.000000 Penalty: 6210.401855
	Iteration 38Q: 3 clusters Score -3.216655e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 207158 members 
Entering Unmasked Estep 
Score: -32166664.000000 Penalty: 6210.401855
	Iteration 39Q: 3 clusters Score -3.216666e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 207451 members 
Entering Unmasked Estep 
Score: -32166780.000000 Penalty: 6210.401855
	Iteration 40F: 3 clusters Score -3.216678e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 207790 members 
Entering Unmasked Estep 
Score: -32166790.000000 Penalty: 6210.401855
	Iteration 41Q: 3 clusters Score -3.216679e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 208159 members 
Entering Unmasked Estep 
Score: -32166820.000000 Penalty: 6210.401855
	Iteration 42Q: 3 clusters Score -3.216682e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 208546 members 
Entering Unmasked Estep 
Score: -32166966.000000 Penalty: 6210.401855
	Iteration 43Q: 3 clusters Score -3.216697e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 208934 members 
Entering Unmasked Estep 
Score: -32167008.000000 Penalty: 6210.401855
	Iteration 44Q: 3 clusters Score -3.216701e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 209305 members 
Entering Unmasked Estep 
Score: -32167016.000000 Penalty: 6210.401855
	Iteration 45Q: 3 clusters Score -3.216702e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 209693 members 
Entering Unmasked Estep 
Score: -32167072.000000 Penalty: 6210.401855
	Iteration 46Q: 3 clusters Score -3.216707e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 210111 members 
Entering Unmasked Estep 
Score: -32167132.000000 Penalty: 6210.401855
	Iteration 47Q: 3 clusters Score -3.216713e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 210509 members 
Entering Unmasked Estep 
Score: -32167200.000000 Penalty: 6210.401855
	Iteration 48Q: 3 clusters Score -3.21672e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 210934 members 
Entering Unmasked Estep 
Score: -32167226.000000 Penalty: 6210.401855
	Iteration 49Q: 3 clusters Score -3.216723e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 211330 members 
Entering Unmasked Estep 
Score: -32167174.000000 Penalty: 6210.401855
	Iteration 50Q: 3 clusters Score -3.216717e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 211722 members 
Entering Unmasked Estep 
Score: -32167076.000000 Penalty: 6210.401855
	Iteration 51Q: 3 clusters Score -3.216708e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 212122 members 
Entering Unmasked Estep 
Score: -32167132.000000 Penalty: 6210.401855
	Iteration 52Q: 3 clusters Score -3.216713e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 212481 members 
Entering Unmasked Estep 
Score: -32167262.000000 Penalty: 6210.401855
	Iteration 53Q: 3 clusters Score -3.216726e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 212843 members 
Entering Unmasked Estep 
Score: -32167268.000000 Penalty: 6210.401855
	Iteration 54Q: 3 clusters Score -3.216727e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 213178 members 
Entering Unmasked Estep 
Score: -32167296.000000 Penalty: 6210.401855
	Iteration 55Q: 3 clusters Score -3.21673e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 213504 members 
Entering Unmasked Estep 
Score: -32167382.000000 Penalty: 6210.401855
	Iteration 56Q: 3 clusters Score -3.216738e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 213808 members 
Entering Unmasked Estep 
Score: -32167402.000000 Penalty: 6210.401855
	Iteration 57Q: 3 clusters Score -3.21674e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 214079 members 
Entering Unmasked Estep 
Score: -32167428.000000 Penalty: 6210.401855
	Iteration 58Q: 3 clusters Score -3.216743e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 214339 members 
Entering Unmasked Estep 
Score: -32167540.000000 Penalty: 6210.401855
	Iteration 59Q: 3 clusters Score -3.216754e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 214632 members 
Entering Unmasked Estep 
Score: -32167570.000000 Penalty: 6210.401855
	Iteration 60F: 3 clusters Score -3.216757e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 214910 members 
Entering Unmasked Estep 
Score: -32167572.000000 Penalty: 6210.401855
	Iteration 61Q: 3 clusters Score -3.216757e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 215186 members 
Entering Unmasked Estep 
Score: -32167566.000000 Penalty: 6210.401855
	Iteration 62Q: 3 clusters Score -3.216757e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 215477 members 
Entering Unmasked Estep 
Score: -32167706.000000 Penalty: 6210.401855
	Iteration 63Q: 3 clusters Score -3.216771e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 215775 members 
Entering Unmasked Estep 
Score: -32167790.000000 Penalty: 6210.401855
	Iteration 64Q: 3 clusters Score -3.216779e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 216035 members 
Entering Unmasked Estep 
Score: -32167724.000000 Penalty: 6210.401855
	Iteration 65Q: 3 clusters Score -3.216772e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 216307 members 
Entering Unmasked Estep 
Score: -32167750.000000 Penalty: 6210.401855
	Iteration 66Q: 3 clusters Score -3.216775e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 216551 members 
Entering Unmasked Estep 
Score: -32167730.000000 Penalty: 6210.401855
	Iteration 67Q: 3 clusters Score -3.216773e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 216803 members 
Entering Unmasked Estep 
Score: -32167786.000000 Penalty: 6210.401855
	Iteration 68Q: 3 clusters Score -3.216779e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 217057 members 
Entering Unmasked Estep 
Score: -32167824.000000 Penalty: 6210.401855
	Iteration 69Q: 3 clusters Score -3.216782e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 217319 members 
Entering Unmasked Estep 
Score: -32167910.000000 Penalty: 6210.401855
	Iteration 70Q: 3 clusters Score -3.216791e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 217585 members 
Entering Unmasked Estep 
Score: -32167954.000000 Penalty: 6210.401855
	Iteration 71Q: 3 clusters Score -3.216795e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 217874 members 
Entering Unmasked Estep 
Score: -32167950.000000 Penalty: 6210.401855
	Iteration 72Q: 3 clusters Score -3.216795e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 218154 members 
Entering Unmasked Estep 
Score: -32167906.000000 Penalty: 6210.401855
	Iteration 73Q: 3 clusters Score -3.216791e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 218423 members 
Entering Unmasked Estep 
Score: -32167958.000000 Penalty: 6210.401855
	Iteration 74Q: 3 clusters Score -3.216796e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 218715 members 
Entering Unmasked Estep 
Score: -32168080.000000 Penalty: 6210.401855
	Iteration 75Q: 3 clusters Score -3.216808e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 218989 members 
Entering Unmasked Estep 
Score: -32168080.000000 Penalty: 6210.401855
	Iteration 76Q: 3 clusters Score -3.216808e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 219246 members 
Entering Unmasked Estep 
Score: -32168130.000000 Penalty: 6210.401855
	Iteration 77Q: 3 clusters Score -3.216813e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 219497 members 
Entering Unmasked Estep 
Score: -32168274.000000 Penalty: 6210.401855
	Iteration 78Q: 3 clusters Score -3.216827e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -32168260.000000 Penalty: 6210.401855
	Iteration 79Q: 3 clusters Score -3.216826e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 220007 members 
Entering Unmasked Estep 
Score: -32168300.000000 Penalty: 6210.401855
	Iteration 80F: 3 clusters Score -3.21683e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 220264 members 
Entering Unmasked Estep 
Score: -32168354.000000 Penalty: 6210.401855
	Iteration 81Q: 3 clusters Score -3.216835e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 220512 members 
Entering Unmasked Estep 
Score: -32168428.000000 Penalty: 6210.401855
	Iteration 82Q: 3 clusters Score -3.216843e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 220784 members 
Entering Unmasked Estep 
Score: -32168584.000000 Penalty: 6210.401855
	Iteration 83Q: 3 clusters Score -3.216858e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 221070 members 
Entering Unmasked Estep 
Score: -32168626.000000 Penalty: 6210.401855
	Iteration 84Q: 3 clusters Score -3.216863e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 221383 members 
Entering Unmasked Estep 
Score: -32168766.000000 Penalty: 6210.401855
	Iteration 85Q: 3 clusters Score -3.216877e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 221714 members 
Entering Unmasked Estep 
Score: -32168890.000000 Penalty: 6210.401855
	Iteration 86Q: 3 clusters Score -3.216889e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 222031 members 
Entering Unmasked Estep 
Score: -32169010.000000 Penalty: 6210.401855
	Iteration 87Q: 3 clusters Score -3.216901e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 222367 members 
Entering Unmasked Estep 
Score: -32169060.000000 Penalty: 6210.401855
	Iteration 88Q: 3 clusters Score -3.216906e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 222680 members 
Entering Unmasked Estep 
Score: -32169132.000000 Penalty: 6210.401855
	Iteration 89Q: 3 clusters Score -3.216913e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 222996 members 
Entering Unmasked Estep 
Score: -32169216.000000 Penalty: 6210.401855
	Iteration 90Q: 3 clusters Score -3.216922e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 223335 members 
Entering Unmasked Estep 
Score: -32169364.000000 Penalty: 6210.401855
	Iteration 91Q: 3 clusters Score -3.216936e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 223708 members 
Entering Unmasked Estep 
Score: -32169512.000000 Penalty: 6210.401855
	Iteration 92Q: 3 clusters Score -3.216951e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 224120 members 
Entering Unmasked Estep 
Score: -32169558.000000 Penalty: 6210.401855
	Iteration 93Q: 3 clusters Score -3.216956e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 224532 members 
Entering Unmasked Estep 
Score: -32169574.000000 Penalty: 6210.401855
	Iteration 94Q: 3 clusters Score -3.216957e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 224959 members 
Entering Unmasked Estep 
Score: -32169746.000000 Penalty: 6210.401855
	Iteration 95Q: 3 clusters Score -3.216975e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 225412 members 
Entering Unmasked Estep 
Score: -32169894.000000 Penalty: 6210.401855
	Iteration 96Q: 3 clusters Score -3.216989e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 225884 members 
Entering Unmasked Estep 
Score: -32170020.000000 Penalty: 6210.401855
	Iteration 97Q: 3 clusters Score -3.217002e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 226355 members 
Entering Unmasked Estep 
Score: -32170174.000000 Penalty: 6210.401855
	Iteration 98Q: 3 clusters Score -3.217017e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 226840 members 
Entering Unmasked Estep 
Score: -32170272.000000 Penalty: 6210.401855
	Iteration 99Q: 3 clusters Score -3.217027e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 227342 members 
Entering Unmasked Estep 
Score: -32170362.000000 Penalty: 6210.401855
	Iteration 100F: 3 clusters Score -3.217036e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 227830 members 
Entering Unmasked Estep 
Score: -32170528.000000 Penalty: 6210.401855
	Iteration 101Q: 3 clusters Score -3.217053e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 228335 members 
Entering Unmasked Estep 
Score: -32170660.000000 Penalty: 6210.401855
	Iteration 102Q: 3 clusters Score -3.217066e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 228846 members 
Entering Unmasked Estep 
Score: -32170742.000000 Penalty: 6210.401855
	Iteration 103Q: 3 clusters Score -3.217074e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 229388 members 
Entering Unmasked Estep 
Score: -32170880.000000 Penalty: 6210.401855
	Iteration 104Q: 3 clusters Score -3.217088e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 229955 members 
Entering Unmasked Estep 
Score: -32171034.000000 Penalty: 6210.401855
	Iteration 105Q: 3 clusters Score -3.217103e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 230505 members 
Entering Unmasked Estep 
Score: -32171180.000000 Penalty: 6210.401855
	Iteration 106Q: 3 clusters Score -3.217118e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 231060 members 
Entering Unmasked Estep 
Score: -32171414.000000 Penalty: 6210.401855
	Iteration 107Q: 3 clusters Score -3.217141e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 231636 members 
Entering Unmasked Estep 
Score: -32171480.000000 Penalty: 6210.401855
	Iteration 108Q: 3 clusters Score -3.217148e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 232238 members 
Entering Unmasked Estep 
Score: -32171772.000000 Penalty: 6210.401855
	Iteration 109Q: 3 clusters Score -3.217177e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 232857 members 
Entering Unmasked Estep 
Score: -32171940.000000 Penalty: 6210.401855
	Iteration 110Q: 3 clusters Score -3.217194e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 233511 members 
Entering Unmasked Estep 
Score: -32172128.000000 Penalty: 6210.401855
	Iteration 111Q: 3 clusters Score -3.217213e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 234201 members 
Entering Unmasked Estep 
Score: -32172292.000000 Penalty: 6210.401855
	Iteration 112Q: 3 clusters Score -3.217229e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 234947 members 
Entering Unmasked Estep 
Score: -32172520.000000 Penalty: 6210.401855
	Iteration 113Q: 3 clusters Score -3.217252e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 235675 members 
Entering Unmasked Estep 
Score: -32172712.000000 Penalty: 6210.401855
	Iteration 114Q: 3 clusters Score -3.217271e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 236408 members 
Entering Unmasked Estep 
Score: -32172960.000000 Penalty: 6210.401855
	Iteration 115Q: 3 clusters Score -3.217296e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 237137 members 
Entering Unmasked Estep 
Score: -32173220.000000 Penalty: 6210.401855
	Iteration 116Q: 3 clusters Score -3.217322e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 237880 members 
Entering Unmasked Estep 
Score: -32173526.000000 Penalty: 6210.401855
	Iteration 117Q: 3 clusters Score -3.217353e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 238665 members 
Entering Unmasked Estep 
Score: -32173712.000000 Penalty: 6210.401855
	Iteration 118Q: 3 clusters Score -3.217371e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 239485 members 
Entering Unmasked Estep 
Score: -32173938.000000 Penalty: 6210.401855
	Iteration 119Q: 3 clusters Score -3.217394e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 240353 members 
Entering Unmasked Estep 
Score: -32174206.000000 Penalty: 6210.401855
	Iteration 120F: 3 clusters Score -3.217421e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 241228 members 
Entering Unmasked Estep 
Score: -32174540.000000 Penalty: 6210.401855
	Iteration 121Q: 3 clusters Score -3.217454e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 242047 members 
Entering Unmasked Estep 
Score: -32174764.000000 Penalty: 6210.401855
	Iteration 122Q: 3 clusters Score -3.217476e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 242930 members 
Entering Unmasked Estep 
Score: -32175094.000000 Penalty: 6210.401855
	Iteration 123Q: 3 clusters Score -3.217509e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 243843 members 
Entering Unmasked Estep 
Score: -32175460.000000 Penalty: 6210.401855
	Iteration 124Q: 3 clusters Score -3.217546e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 244779 members 
Entering Unmasked Estep 
Score: -32175748.000000 Penalty: 6210.401855
	Iteration 125Q: 3 clusters Score -3.217575e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 245740 members 
Entering Unmasked Estep 
Score: -32176026.000000 Penalty: 6210.401855
	Iteration 126Q: 3 clusters Score -3.217603e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 246681 members 
Entering Unmasked Estep 
Score: -32176332.000000 Penalty: 6210.401855
	Iteration 127Q: 3 clusters Score -3.217633e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 247629 members 
Entering Unmasked Estep 
Score: -32176664.000000 Penalty: 6210.401855
	Iteration 128Q: 3 clusters Score -3.217666e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 248523 members 
Entering Unmasked Estep 
Score: -32177094.000000 Penalty: 6210.401855
	Iteration 129Q: 3 clusters Score -3.217709e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -32177394.000000 Penalty: 6210.401855
	Iteration 130Q: 3 clusters Score -3.217739e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 250276 members 
Entering Unmasked Estep 
Score: -32177688.000000 Penalty: 6210.401855
	Iteration 131Q: 3 clusters Score -3.217769e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 251172 members 
Entering Unmasked Estep 
Score: -32178036.000000 Penalty: 6210.401855
	Iteration 132Q: 3 clusters Score -3.217804e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 252041 members 
Entering Unmasked Estep 
Score: -32178428.000000 Penalty: 6210.401855
	Iteration 133Q: 3 clusters Score -3.217843e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 252954 members 
Entering Unmasked Estep 
Score: -32178646.000000 Penalty: 6210.401855
	Iteration 134Q: 3 clusters Score -3.217865e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 253862 members 
Entering Unmasked Estep 
Score: -32179080.000000 Penalty: 6210.401855
	Iteration 135Q: 3 clusters Score -3.217908e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 254747 members 
Entering Unmasked Estep 
Score: -32179516.000000 Penalty: 6210.401855
	Iteration 136Q: 3 clusters Score -3.217952e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 255622 members 
Entering Unmasked Estep 
Score: -32179772.000000 Penalty: 6210.401855
	Iteration 137Q: 3 clusters Score -3.217977e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 256508 members 
Entering Unmasked Estep 
Score: -32180140.000000 Penalty: 6210.401855
	Iteration 138Q: 3 clusters Score -3.218014e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 257348 members 
Entering Unmasked Estep 
Score: -32180558.000000 Penalty: 6210.401855
	Iteration 139Q: 3 clusters Score -3.218056e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 258121 members 
Entering Unmasked Estep 
Score: -32180854.000000 Penalty: 6210.401855
	Iteration 140F: 3 clusters Score -3.218085e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 258844 members 
Entering Unmasked Estep 
Score: -32181104.000000 Penalty: 6210.401855
	Iteration 141Q: 3 clusters Score -3.21811e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 259499 members 
Entering Unmasked Estep 
Score: -32181394.000000 Penalty: 6210.401855
	Iteration 142Q: 3 clusters Score -3.218139e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 260101 members 
Entering Unmasked Estep 
Score: -32181656.000000 Penalty: 6210.401855
	Iteration 143Q: 3 clusters Score -3.218166e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 260710 members 
Entering Unmasked Estep 
Score: -32181900.000000 Penalty: 6210.401855
	Iteration 144Q: 3 clusters Score -3.21819e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 261299 members 
Entering Unmasked Estep 
Score: -32182158.000000 Penalty: 6210.401855
	Iteration 145Q: 3 clusters Score -3.218216e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 261879 members 
Entering Unmasked Estep 
Score: -32182382.000000 Penalty: 6210.401855
	Iteration 146Q: 3 clusters Score -3.218238e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 262434 members 
Entering Unmasked Estep 
Score: -32182606.000000 Penalty: 6210.401855
	Iteration 147Q: 3 clusters Score -3.218261e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 262938 members 
Entering Unmasked Estep 
Score: -32182788.000000 Penalty: 6210.401855
	Iteration 148Q: 3 clusters Score -3.218279e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 263414 members 
Entering Unmasked Estep 
Score: -32182992.000000 Penalty: 6210.401855
	Iteration 149Q: 3 clusters Score -3.218299e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 263879 members 
Entering Unmasked Estep 
Score: -32183244.000000 Penalty: 6210.401855
	Iteration 150Q: 3 clusters Score -3.218324e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 264304 members 
Entering Unmasked Estep 
Score: -32183304.000000 Penalty: 6210.401855
	Iteration 151Q: 3 clusters Score -3.21833e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 264703 members 
Entering Unmasked Estep 
Score: -32183454.000000 Penalty: 6210.401855
	Iteration 152Q: 3 clusters Score -3.218345e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 265033 members 
Entering Unmasked Estep 
Score: -32183642.000000 Penalty: 6210.401855
	Iteration 153Q: 3 clusters Score -3.218364e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 265353 members 
Entering Unmasked Estep 
Score: -32183734.000000 Penalty: 6210.401855
	Iteration 154Q: 3 clusters Score -3.218373e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 265683 members 
Entering Unmasked Estep 
Score: -32183840.000000 Penalty: 6210.401855
	Iteration 155Q: 3 clusters Score -3.218384e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 265970 members 
Entering Unmasked Estep 
Score: -32183984.000000 Penalty: 6210.401855
	Iteration 156Q: 3 clusters Score -3.218398e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 266240 members 
Entering Unmasked Estep 
Score: -32184106.000000 Penalty: 6210.401855
	Iteration 157Q: 3 clusters Score -3.218411e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 266491 members 
Entering Unmasked Estep 
Score: -32184190.000000 Penalty: 6210.401855
	Iteration 158Q: 3 clusters Score -3.218419e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 266703 members 
Entering Unmasked Estep 
Score: -32184294.000000 Penalty: 6210.401855
	Iteration 159Q: 3 clusters Score -3.218429e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 266907 members 
Entering Unmasked Estep 
Score: -32184424.000000 Penalty: 6210.401855
	Iteration 160F: 3 clusters Score -3.218442e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 267099 members 
Entering Unmasked Estep 
Score: -32184472.000000 Penalty: 6210.401855
	Iteration 161Q: 3 clusters Score -3.218447e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 267293 members 
Entering Unmasked Estep 
Score: -32184568.000000 Penalty: 6210.401855
	Iteration 162Q: 3 clusters Score -3.218457e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 267446 members 
Entering Unmasked Estep 
Score: -32184642.000000 Penalty: 6210.401855
	Iteration 163Q: 3 clusters Score -3.218464e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 267568 members 
Entering Unmasked Estep 
Score: -32184740.000000 Penalty: 6210.401855
	Iteration 164Q: 3 clusters Score -3.218474e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 267683 members 
Entering Unmasked Estep 
Score: -32184774.000000 Penalty: 6210.401855
	Iteration 165Q: 3 clusters Score -3.218477e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 267781 members 
Entering Unmasked Estep 
Score: -32184842.000000 Penalty: 6210.401855
	Iteration 166Q: 3 clusters Score -3.218484e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 267880 members 
Entering Unmasked Estep 
Score: -32184896.000000 Penalty: 6210.401855
	Iteration 167Q: 3 clusters Score -3.21849e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 267970 members 
Entering Unmasked Estep 
Score: -32184928.000000 Penalty: 6210.401855
	Iteration 168Q: 3 clusters Score -3.218493e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 268050 members 
Entering Unmasked Estep 
Score: -32184988.000000 Penalty: 6210.401855
	Iteration 169Q: 3 clusters Score -3.218499e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 268148 members 
Entering Unmasked Estep 
Score: -32185038.000000 Penalty: 6210.401855
	Iteration 170Q: 3 clusters Score -3.218504e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 268253 members 
Entering Unmasked Estep 
Score: -32185066.000000 Penalty: 6210.401855
	Iteration 171Q: 3 clusters Score -3.218507e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 268378 members 
Entering Unmasked Estep 
Score: -32185098.000000 Penalty: 6210.401855
	Iteration 172Q: 3 clusters Score -3.21851e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 268496 members 
Entering Unmasked Estep 
Score: -32185138.000000 Penalty: 6210.401855
	Iteration 173Q: 3 clusters Score -3.218514e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 268595 members 
Entering Unmasked Estep 
Score: -32185196.000000 Penalty: 6210.401855
	Iteration 174Q: 3 clusters Score -3.21852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 268679 members 
Entering Unmasked Estep 
Score: -32185238.000000 Penalty: 6210.401855
	Iteration 175Q: 3 clusters Score -3.218524e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 268757 members 
Entering Unmasked Estep 
Score: -32185318.000000 Penalty: 6210.401855
	Iteration 176Q: 3 clusters Score -3.218532e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 268834 members 
Entering Unmasked Estep 
Score: -32185352.000000 Penalty: 6210.401855
	Iteration 177Q: 3 clusters Score -3.218535e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 268916 members 
Entering Unmasked Estep 
Score: -32185440.000000 Penalty: 6210.401855
	Iteration 178Q: 3 clusters Score -3.218544e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 269011 members 
Entering Unmasked Estep 
Score: -32185466.000000 Penalty: 6210.401855
	Iteration 179Q: 3 clusters Score -3.218547e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 269094 members 
Entering Unmasked Estep 
Score: -32185474.000000 Penalty: 6210.401855
	Iteration 180F: 3 clusters Score -3.218547e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 269180 members 
Entering Unmasked Estep 
Score: -32185510.000000 Penalty: 6210.401855
	Iteration 181Q: 3 clusters Score -3.218551e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 269266 members 
Entering Unmasked Estep 
Score: -32185502.000000 Penalty: 6210.401855
	Iteration 182Q: 3 clusters Score -3.21855e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 269371 members 
Entering Unmasked Estep 
Score: -32185520.000000 Penalty: 6210.401855
	Iteration 183Q: 3 clusters Score -3.218552e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 269483 members 
Entering Unmasked Estep 
Score: -32185564.000000 Penalty: 6210.401855
	Iteration 184Q: 3 clusters Score -3.218556e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 269596 members 
Entering Unmasked Estep 
Score: -32185664.000000 Penalty: 6210.401855
	Iteration 185Q: 3 clusters Score -3.218566e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 269705 members 
Entering Unmasked Estep 
Score: -32185732.000000 Penalty: 6210.401855
	Iteration 186Q: 3 clusters Score -3.218573e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 269828 members 
Entering Unmasked Estep 
Score: -32185800.000000 Penalty: 6210.401855
	Iteration 187Q: 3 clusters Score -3.21858e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 269947 members 
Entering Unmasked Estep 
Score: -32185916.000000 Penalty: 6210.401855
	Iteration 188Q: 3 clusters Score -3.218592e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 270065 members 
Entering Unmasked Estep 
Score: -32186070.000000 Penalty: 6210.401855
	Iteration 189Q: 3 clusters Score -3.218607e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 270150 members 
Entering Unmasked Estep 
Score: -32186122.000000 Penalty: 6210.401855
	Iteration 190Q: 3 clusters Score -3.218612e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 270260 members 
Entering Unmasked Estep 
Score: -32186236.000000 Penalty: 6210.401855
	Iteration 191Q: 3 clusters Score -3.218624e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 270355 members 
Entering Unmasked Estep 
Score: -32186350.000000 Penalty: 6210.401855
	Iteration 192Q: 3 clusters Score -3.218635e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 270431 members 
Entering Unmasked Estep 
Score: -32186438.000000 Penalty: 6210.401855
	Iteration 193Q: 3 clusters Score -3.218644e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 270468 members 
Entering Unmasked Estep 
Score: -32186524.000000 Penalty: 6210.401855
	Iteration 194Q: 3 clusters Score -3.218652e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 270499 members 
Entering Unmasked Estep 
Score: -32186666.000000 Penalty: 6210.401855
	Iteration 195Q: 3 clusters Score -3.218667e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 270538 members 
Entering Unmasked Estep 
Score: -32186730.000000 Penalty: 6210.401855
	Iteration 196Q: 3 clusters Score -3.218673e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 270567 members 
Entering Unmasked Estep 
Score: -32186754.000000 Penalty: 6210.401855
	Iteration 197Q: 3 clusters Score -3.218675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 270583 members 
Entering Unmasked Estep 
Score: -32186776.000000 Penalty: 6210.401855
	Iteration 198Q: 3 clusters Score -3.218678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 270584 members 
Entering Unmasked Estep 
Score: -32186802.000000 Penalty: 6210.401855
	Iteration 199Q: 3 clusters Score -3.21868e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 270598 members 
Entering Unmasked Estep 
Score: -32186782.000000 Penalty: 6210.401855
	Iteration 200F: 3 clusters Score -3.218678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 270615 members 
Entering Unmasked Estep 
Score: -32186804.000000 Penalty: 6210.401855
	Iteration 201Q: 3 clusters Score -3.21868e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 270631 members 
Entering Unmasked Estep 
Score: -32186844.000000 Penalty: 6210.401855
	Iteration 202Q: 3 clusters Score -3.218684e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 270638 members 
Entering Unmasked Estep 
Score: -32186834.000000 Penalty: 6210.401855
	Iteration 203Q: 3 clusters Score -3.218683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 270651 members 
Entering Unmasked Estep 
Score: -32186850.000000 Penalty: 6210.401855
	Iteration 204Q: 3 clusters Score -3.218685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 270652 members 
Entering Unmasked Estep 
Score: -32186854.000000 Penalty: 6210.401855
	Iteration 205Q: 3 clusters Score -3.218685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 270676 members 
Entering Unmasked Estep 
Score: -32186896.000000 Penalty: 6210.401855
	Iteration 206Q: 3 clusters Score -3.21869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 270686 members 
Entering Unmasked Estep 
Score: -32186898.000000 Penalty: 6210.401855
	Iteration 207Q: 3 clusters Score -3.21869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 270688 members 
Entering Unmasked Estep 
Score: -32186934.000000 Penalty: 6210.401855
	Iteration 208Q: 3 clusters Score -3.218693e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 270689 members 
Entering Unmasked Estep 
Score: -32186954.000000 Penalty: 6210.401855
	Iteration 209Q: 3 clusters Score -3.218695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 270691 members 
Entering Unmasked Estep 
Score: -32186968.000000 Penalty: 6210.401855
	Iteration 210Q: 3 clusters Score -3.218697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 270695 members 
Entering Unmasked Estep 
Score: -32186952.000000 Penalty: 6210.401855
	Iteration 211Q: 3 clusters Score -3.218695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -32186964.000000 Penalty: 6210.401855
	Iteration 212Q: 3 clusters Score -3.218696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 270696 members 
Entering Unmasked Estep 
Score: -32186976.000000 Penalty: 6210.401855
	Iteration 213Q: 3 clusters Score -3.218698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 270701 members 
Entering Unmasked Estep 
Score: -32186976.000000 Penalty: 6210.401855
	Iteration 214Q: 3 clusters Score -3.218698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 270700 members 
Entering Unmasked Estep 
Score: -32186986.000000 Penalty: 6210.401855
	Iteration 215Q: 3 clusters Score -3.218699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 270696 members 
Entering Unmasked Estep 
Score: -32187000.000000 Penalty: 6210.401855
	Iteration 216Q: 3 clusters Score -3.2187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -32186974.000000 Penalty: 6210.401855
	Iteration 217Q: 3 clusters Score -3.218697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -32186988.000000 Penalty: 6210.401855
	Iteration 218Q: 3 clusters Score -3.218699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 270695 members 
Entering Unmasked Estep 
Score: -32186992.000000 Penalty: 6210.401855
	Iteration 219Q: 3 clusters Score -3.218699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 270701 members 
Entering Unmasked Estep 
Score: -32186998.000000 Penalty: 6210.401855
	Iteration 220F: 3 clusters Score -3.2187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 270708 members 
Entering Unmasked Estep 
Score: -32187024.000000 Penalty: 6210.401855
	Iteration 221Q: 3 clusters Score -3.218702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 270711 members 
Entering Unmasked Estep 
Score: -32187016.000000 Penalty: 6210.401855
	Iteration 222Q: 3 clusters Score -3.218702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 270714 members 
Entering Unmasked Estep 
Score: -32187008.000000 Penalty: 6210.401855
	Iteration 223Q: 3 clusters Score -3.218701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 270717 members 
Entering Unmasked Estep 
Score: -32187020.000000 Penalty: 6210.401855
	Iteration 224Q: 3 clusters Score -3.218702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 270715 members 
Entering Unmasked Estep 
Score: -32187022.000000 Penalty: 6210.401855
	Iteration 225Q: 3 clusters Score -3.218702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 270716 members 
Entering Unmasked Estep 
Score: -32187016.000000 Penalty: 6210.401855
	Iteration 226Q: 3 clusters Score -3.218702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 270716 members 
Entering Unmasked Estep 
Score: -32187008.000000 Penalty: 6210.401855
	Iteration 227Q: 3 clusters Score -3.218701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 270719 members 
Entering Unmasked Estep 
Score: -32187024.000000 Penalty: 6210.401855
	Iteration 228Q: 3 clusters Score -3.218702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 270720 members 
Entering Unmasked Estep 
Score: -32187008.000000 Penalty: 6210.401855
	Iteration 229Q: 3 clusters Score -3.218701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 270723 members 
Entering Unmasked Estep 
Score: -32186998.000000 Penalty: 6210.401855
	Iteration 230Q: 3 clusters Score -3.2187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186992.000000 Penalty: 6210.401855
	Iteration 231Q: 3 clusters Score -3.218699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186992.000000 Penalty: 6210.401855
	Iteration 232Q: 3 clusters Score -3.218699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186986.000000 Penalty: 6210.401855
	Iteration 233Q: 3 clusters Score -3.218699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186978.000000 Penalty: 6210.401855
	Iteration 234Q: 3 clusters Score -3.218698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186972.000000 Penalty: 6210.401855
	Iteration 235Q: 3 clusters Score -3.218697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 270726 members 
Entering Unmasked Estep 
Score: -32186984.000000 Penalty: 6210.401855
	Iteration 236Q: 3 clusters Score -3.218698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 270722 members 
Entering Unmasked Estep 
Score: -32186980.000000 Penalty: 6210.401855
	Iteration 237Q: 3 clusters Score -3.218698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 270722 members 
Entering Unmasked Estep 
Score: -32186976.000000 Penalty: 6210.401855
	Iteration 238Q: 3 clusters Score -3.218698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 270724 members 
Entering Unmasked Estep 
Score: -32186980.000000 Penalty: 6210.401855
	Iteration 239Q: 3 clusters Score -3.218698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 270725 members 
Entering Unmasked Estep 
Score: -32186988.000000 Penalty: 6210.401855
	Iteration 240F: 3 clusters Score -3.218699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 270726 members 
Entering Unmasked Estep 
Score: -32186986.000000 Penalty: 6210.401855
	Iteration 241Q: 3 clusters Score -3.218699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 270726 members 
Entering Unmasked Estep 
Score: -32186972.000000 Penalty: 6210.401855
	Iteration 242Q: 3 clusters Score -3.218697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 270725 members 
Entering Unmasked Estep 
Score: -32186986.000000 Penalty: 6210.401855
	Iteration 243Q: 3 clusters Score -3.218699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 270725 members 
Entering Unmasked Estep 
Score: -32186986.000000 Penalty: 6210.401855
	Iteration 244Q: 3 clusters Score -3.218699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 270725 members 
Entering Unmasked Estep 
Score: -32186992.000000 Penalty: 6210.401855
	Iteration 245Q: 3 clusters Score -3.218699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 270725 members 
Entering Unmasked Estep 
Score: -32186982.000000 Penalty: 6210.401855
	Iteration 246Q: 3 clusters Score -3.218698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186976.000000 Penalty: 6210.401855
	Iteration 247Q: 3 clusters Score -3.218698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 270730 members 
Entering Unmasked Estep 
Score: -32186968.000000 Penalty: 6210.401855
	Iteration 248Q: 3 clusters Score -3.218697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186984.000000 Penalty: 6210.401855
	Iteration 249Q: 3 clusters Score -3.218698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 270728 members 
Entering Unmasked Estep 
Score: -32186984.000000 Penalty: 6210.401855
	Iteration 250F: 3 clusters Score -3.218698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (344590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344590 members 
Entering Unmasked Estep 
Score: -40227212.000000 Penalty: 3162.027344
	Iteration 0F: 2 clusters Score -4.022721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -40027856.000000 Penalty: 6324.054688
	Iteration 0F: 3 clusters Score -4.002786e+07 nChanged 167268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184414 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -40127956.000000 Penalty: 6324.054688
	Iteration 1F: 3 clusters Score -4.012796e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191133 members 
Mstep: Class 2 contains 153457 members 
Entering Unmasked Estep 
Score: -40132196.000000 Penalty: 6324.054688
	Iteration 2Q: 3 clusters Score -4.01322e+07 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201196 members 
Mstep: Class 2 contains 143394 members 
Entering Unmasked Estep 
Score: -40139028.000000 Penalty: 6324.054688
	Iteration 3Q: 3 clusters Score -4.013903e+07 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215221 members 
Mstep: Class 2 contains 129369 members 
Entering Unmasked Estep 
Score: -40148732.000000 Penalty: 6324.054688
	Iteration 4F: 3 clusters Score -4.014873e+07 nChanged 22614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232223 members 
Mstep: Class 2 contains 112367 members 
Entering Unmasked Estep 
Score: -40162816.000000 Penalty: 6324.054688
	Iteration 5F: 3 clusters Score -4.016282e+07 nChanged 23253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249948 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -40179596.000000 Penalty: 6324.054688
	Iteration 6F: 3 clusters Score -4.01796e+07 nChanged 21056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264938 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -40195176.000000 Penalty: 6324.054688
	Iteration 7F: 3 clusters Score -4.019518e+07 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274757 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -40207132.000000 Penalty: 6324.054688
	Iteration 8Q: 3 clusters Score -4.020713e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280342 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -40213736.000000 Penalty: 6324.054688
	Iteration 9Q: 3 clusters Score -4.021374e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283598 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -40216608.000000 Penalty: 6324.054688
	Iteration 10Q: 3 clusters Score -4.021661e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285816 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -40217888.000000 Penalty: 6324.054688
	Iteration 11Q: 3 clusters Score -4.021789e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287658 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -40218964.000000 Penalty: 6324.054688
	Iteration 12Q: 3 clusters Score -4.021896e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289324 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -40219848.000000 Penalty: 6324.054688
	Iteration 13Q: 3 clusters Score -4.021985e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290969 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -40220528.000000 Penalty: 6324.054688
	Iteration 14Q: 3 clusters Score -4.022053e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292623 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -40221256.000000 Penalty: 6324.054688
	Iteration 15Q: 3 clusters Score -4.022126e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294262 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -40221896.000000 Penalty: 6324.054688
	Iteration 16Q: 3 clusters Score -4.02219e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295903 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -40222788.000000 Penalty: 6324.054688
	Iteration 17Q: 3 clusters Score -4.022279e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297605 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -40223732.000000 Penalty: 6324.054688
	Iteration 18Q: 3 clusters Score -4.022373e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299329 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -40224684.000000 Penalty: 6324.054688
	Iteration 19Q: 3 clusters Score -4.022468e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301153 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -40225640.000000 Penalty: 6324.054688
	Iteration 20F: 3 clusters Score -4.022564e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303029 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -40226584.000000 Penalty: 6324.054688
	Iteration 21Q: 3 clusters Score -4.022658e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304933 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -40228776.000000 Penalty: 6324.054688
	Iteration 22Q: 3 clusters Score -4.022878e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307207 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -40230924.000000 Penalty: 6324.054688
	Iteration 23Q: 3 clusters Score -4.023092e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310009 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -40233148.000000 Penalty: 6324.054688
	Iteration 24Q: 3 clusters Score -4.023315e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313336 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -40235456.000000 Penalty: 6324.054688
	Iteration 25Q: 3 clusters Score -4.023546e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316894 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -40236692.000000 Penalty: 6324.054688
	Iteration 26Q: 3 clusters Score -4.023669e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320651 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -40237668.000000 Penalty: 6324.054688
	Iteration 27Q: 3 clusters Score -4.023767e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324360 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -40238212.000000 Penalty: 6324.054688
	Iteration 28Q: 3 clusters Score -4.023821e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327770 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -40238100.000000 Penalty: 6324.054688
	Iteration 29Q: 3 clusters Score -4.02381e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330858 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -40237412.000000 Penalty: 6324.054688
	Iteration 30Q: 3 clusters Score -4.023741e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333320 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -40236936.000000 Penalty: 6324.054688
	Iteration 31Q: 3 clusters Score -4.023694e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335121 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -40235996.000000 Penalty: 6324.054688
	Iteration 32Q: 3 clusters Score -4.0236e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336392 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -40235500.000000 Penalty: 6324.054688
	Iteration 33Q: 3 clusters Score -4.02355e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337273 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -40235148.000000 Penalty: 6324.054688
	Iteration 34Q: 3 clusters Score -4.023515e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337863 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -40234936.000000 Penalty: 6324.054688
	Iteration 35Q: 3 clusters Score -4.023494e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338257 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -40234908.000000 Penalty: 6324.054688
	Iteration 36Q: 3 clusters Score -4.023491e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338496 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -40234928.000000 Penalty: 6324.054688
	Iteration 37Q: 3 clusters Score -4.023493e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338660 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -40234884.000000 Penalty: 6324.054688
	Iteration 38Q: 3 clusters Score -4.023488e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338755 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -40234900.000000 Penalty: 6324.054688
	Iteration 39Q: 3 clusters Score -4.02349e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338835 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -40234836.000000 Penalty: 6324.054688
	Iteration 40F: 3 clusters Score -4.023484e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338846 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -40234880.000000 Penalty: 6324.054688
	Iteration 41Q: 3 clusters Score -4.023488e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338861 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -40234892.000000 Penalty: 6324.054688
	Iteration 42Q: 3 clusters Score -4.023489e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338887 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -40234892.000000 Penalty: 6324.054688
	Iteration 43Q: 3 clusters Score -4.023489e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338897 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -40234936.000000 Penalty: 6324.054688
	Iteration 44Q: 3 clusters Score -4.023494e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338915 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -40234936.000000 Penalty: 6324.054688
	Iteration 45Q: 3 clusters Score -4.023494e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338914 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -40234952.000000 Penalty: 6324.054688
	Iteration 46Q: 3 clusters Score -4.023495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338915 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -40234960.000000 Penalty: 6324.054688
	Iteration 47Q: 3 clusters Score -4.023496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338918 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -40234972.000000 Penalty: 6324.054688
	Iteration 48Q: 3 clusters Score -4.023497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338925 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -40235000.000000 Penalty: 6324.054688
	Iteration 49Q: 3 clusters Score -4.0235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338920 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -40234996.000000 Penalty: 6324.054688
	Iteration 50Q: 3 clusters Score -4.0235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338917 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -40234964.000000 Penalty: 6324.054688
	Iteration 51Q: 3 clusters Score -4.023496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338911 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -40234968.000000 Penalty: 6324.054688
	Iteration 52Q: 3 clusters Score -4.023497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338897 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -40234984.000000 Penalty: 6324.054688
	Iteration 53Q: 3 clusters Score -4.023498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338889 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -40234976.000000 Penalty: 6324.054688
	Iteration 54Q: 3 clusters Score -4.023498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338894 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -40235000.000000 Penalty: 6324.054688
	Iteration 55Q: 3 clusters Score -4.0235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338889 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -40234984.000000 Penalty: 6324.054688
	Iteration 56Q: 3 clusters Score -4.023498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338885 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -40234988.000000 Penalty: 6324.054688
	Iteration 57Q: 3 clusters Score -4.023499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338883 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -40234992.000000 Penalty: 6324.054688
	Iteration 58Q: 3 clusters Score -4.023499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338876 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -40235032.000000 Penalty: 6324.054688
	Iteration 59Q: 3 clusters Score -4.023503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338872 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -40235056.000000 Penalty: 6324.054688
	Iteration 60F: 3 clusters Score -4.023506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338870 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -40235040.000000 Penalty: 6324.054688
	Iteration 61Q: 3 clusters Score -4.023504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338870 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -40235036.000000 Penalty: 6324.054688
	Iteration 62Q: 3 clusters Score -4.023504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338866 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -40235040.000000 Penalty: 6324.054688
	Iteration 63Q: 3 clusters Score -4.023504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338864 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -40235032.000000 Penalty: 6324.054688
	Iteration 64Q: 3 clusters Score -4.023503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338864 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -40235020.000000 Penalty: 6324.054688
	Iteration 65Q: 3 clusters Score -4.023502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338864 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -40235020.000000 Penalty: 6324.054688
	Iteration 66Q: 3 clusters Score -4.023502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338862 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -40235040.000000 Penalty: 6324.054688
	Iteration 67Q: 3 clusters Score -4.023504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338861 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -40235044.000000 Penalty: 6324.054688
	Iteration 68Q: 3 clusters Score -4.023504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338858 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -40235048.000000 Penalty: 6324.054688
	Iteration 69Q: 3 clusters Score -4.023505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338857 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -40235064.000000 Penalty: 6324.054688
	Iteration 70Q: 3 clusters Score -4.023506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338857 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -40235064.000000 Penalty: 6324.054688
	Iteration 71F: 3 clusters Score -4.023506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 162330 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 82665 members 
Mstep: Class 20 contains 5733 members 
Entering Unmasked Estep 
Score: -183765184.000000 Penalty: 70889.796875
Splitting cluster 11 changes total score from -183741936.000000 to -183765184.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -286305.843750 Penalty: 1981.242798
	Iteration 0F: 2 clusters Score -286305.8 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 1451 members 
Entering Unmasked Estep 
Score: -283238.906250 Penalty: 3962.485596
	Iteration 0F: 3 clusters Score -283238.9 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -286050.406250 Penalty: 3962.485596
	Iteration 1F: 3 clusters Score -286050.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -290729.593750 Penalty: 3962.485596
	Iteration 2F: 3 clusters Score -290729.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -293187.781250 Penalty: 3962.485596
	Iteration 3F: 3 clusters Score -293187.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -293908.437500 Penalty: 3962.485596
	Iteration 4Q: 3 clusters Score -293908.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -294695.812500 Penalty: 3962.485596
	Iteration 5Q: 3 clusters Score -294695.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -294801.937500 Penalty: 3962.485596
	Iteration 6Q: 3 clusters Score -294801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -294808.281250 Penalty: 3962.485596
	Iteration 7Q: 3 clusters Score -294808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -294810.343750 Penalty: 3962.485596
	Iteration 8Q: 3 clusters Score -294810.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -294812.718750 Penalty: 3962.485596
	Iteration 9Q: 3 clusters Score -294812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -294812.718750 Penalty: 3962.485596
	Iteration 10F: 3 clusters Score -294812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 162330 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 82665 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 1930 members 
Entering Unmasked Estep 
Score: -183774784.000000 Penalty: 74434.289062
Splitting cluster 12 changes total score from -183741936.000000 to -183774784.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (28537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Entering Unmasked Estep 
Score: -3399141.250000 Penalty: 2544.221191
	Iteration 0F: 2 clusters Score -3399141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3379576.500000 Penalty: 5088.442383
	Iteration 0F: 3 clusters Score -3379576 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3386652.250000 Penalty: 5088.442383
	Iteration 1F: 3 clusters Score -3386652 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3387318.750000 Penalty: 5088.442383
	Iteration 2F: 3 clusters Score -3387319 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3387939.000000 Penalty: 5088.442383
	Iteration 3Q: 3 clusters Score -3387939 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3388526.500000 Penalty: 5088.442383
	Iteration 4Q: 3 clusters Score -3388526 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3389175.250000 Penalty: 5088.442383
	Iteration 5Q: 3 clusters Score -3389175 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3389954.250000 Penalty: 5088.442383
	Iteration 6Q: 3 clusters Score -3389954 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3390949.750000 Penalty: 5088.442383
	Iteration 7F: 3 clusters Score -3390950 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3392129.000000 Penalty: 5088.442383
	Iteration 8F: 3 clusters Score -3392129 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3393469.750000 Penalty: 5088.442383
	Iteration 9F: 3 clusters Score -3393470 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3394724.250000 Penalty: 5088.442383
	Iteration 10F: 3 clusters Score -3394724 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3395675.500000 Penalty: 5088.442383
	Iteration 11Q: 3 clusters Score -3395676 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3396289.750000 Penalty: 5088.442383
	Iteration 12Q: 3 clusters Score -3396290 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3396671.000000 Penalty: 5088.442383
	Iteration 13Q: 3 clusters Score -3396671 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3396886.750000 Penalty: 5088.442383
	Iteration 14Q: 3 clusters Score -3396887 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3397023.500000 Penalty: 5088.442383
	Iteration 15Q: 3 clusters Score -3397024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3397086.750000 Penalty: 5088.442383
	Iteration 16Q: 3 clusters Score -3397087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3397148.000000 Penalty: 5088.442383
	Iteration 17Q: 3 clusters Score -3397148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3397192.000000 Penalty: 5088.442383
	Iteration 18Q: 3 clusters Score -3397192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3397242.250000 Penalty: 5088.442383
	Iteration 19Q: 3 clusters Score -3397242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3397328.000000 Penalty: 5088.442383
	Iteration 20F: 3 clusters Score -3397328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3397423.000000 Penalty: 5088.442383
	Iteration 21Q: 3 clusters Score -3397423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3397517.250000 Penalty: 5088.442383
	Iteration 22Q: 3 clusters Score -3397517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3397596.000000 Penalty: 5088.442383
	Iteration 23Q: 3 clusters Score -3397596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3397673.250000 Penalty: 5088.442383
	Iteration 24Q: 3 clusters Score -3397673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3397708.750000 Penalty: 5088.442383
	Iteration 25Q: 3 clusters Score -3397709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3397736.750000 Penalty: 5088.442383
	Iteration 26Q: 3 clusters Score -3397737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3397767.000000 Penalty: 5088.442383
	Iteration 27Q: 3 clusters Score -3397767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3397778.250000 Penalty: 5088.442383
	Iteration 28Q: 3 clusters Score -3397778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3397798.250000 Penalty: 5088.442383
	Iteration 29Q: 3 clusters Score -3397798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3397807.000000 Penalty: 5088.442383
	Iteration 30Q: 3 clusters Score -3397807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3397816.250000 Penalty: 5088.442383
	Iteration 31Q: 3 clusters Score -3397816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3397816.750000 Penalty: 5088.442383
	Iteration 32Q: 3 clusters Score -3397817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3397820.250000 Penalty: 5088.442383
	Iteration 33Q: 3 clusters Score -3397820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3397820.250000 Penalty: 5088.442383
	Iteration 34Q: 3 clusters Score -3397820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3397822.250000 Penalty: 5088.442383
	Iteration 35Q: 3 clusters Score -3397822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3397825.500000 Penalty: 5088.442383
	Iteration 36Q: 3 clusters Score -3397826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3397824.000000 Penalty: 5088.442383
	Iteration 37Q: 3 clusters Score -3397824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3397993.250000 Penalty: 5088.442383
	Iteration 38F: 3 clusters Score -3397993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3398219.500000 Penalty: 5088.442383
	Iteration 39Q: 3 clusters Score -3398220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3398477.000000 Penalty: 5088.442383
	Iteration 40F: 3 clusters Score -3398477 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3398776.750000 Penalty: 5088.442383
	Iteration 41Q: 3 clusters Score -3398777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3398981.500000 Penalty: 5088.442383
	Iteration 42Q: 3 clusters Score -3398982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3399080.000000 Penalty: 5088.442383
	Iteration 43Q: 3 clusters Score -3399080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3399110.000000 Penalty: 5088.442383
	Iteration 44Q: 3 clusters Score -3399110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3399125.750000 Penalty: 5088.442383
	Iteration 45Q: 3 clusters Score -3399126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3399140.750000 Penalty: 5088.442383
	Iteration 46Q: 3 clusters Score -3399141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3399151.750000 Penalty: 5088.442383
	Iteration 47Q: 3 clusters Score -3399152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3399159.250000 Penalty: 5088.442383
	Iteration 48Q: 3 clusters Score -3399159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3399161.000000 Penalty: 5088.442383
	Iteration 49Q: 3 clusters Score -3399161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3399160.000000 Penalty: 5088.442383
	Iteration 50Q: 3 clusters Score -3399160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3399163.750000 Penalty: 5088.442383
	Iteration 51Q: 3 clusters Score -3399164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3399171.000000 Penalty: 5088.442383
	Iteration 52Q: 3 clusters Score -3399171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3399172.000000 Penalty: 5088.442383
	Iteration 53Q: 3 clusters Score -3399172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3399174.500000 Penalty: 5088.442383
	Iteration 54Q: 3 clusters Score -3399174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3399238.000000 Penalty: 5088.442383
	Iteration 55F: 3 clusters Score -3399238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3399287.500000 Penalty: 5088.442383
	Iteration 56Q: 3 clusters Score -3399288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3399315.500000 Penalty: 5088.442383
	Iteration 57Q: 3 clusters Score -3399316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3399330.750000 Penalty: 5088.442383
	Iteration 58Q: 3 clusters Score -3399331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3399354.500000 Penalty: 5088.442383
	Iteration 59Q: 3 clusters Score -3399354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3399356.750000 Penalty: 5088.442383
	Iteration 60F: 3 clusters Score -3399357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3399359.250000 Penalty: 5088.442383
	Iteration 61Q: 3 clusters Score -3399359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3399363.000000 Penalty: 5088.442383
	Iteration 62Q: 3 clusters Score -3399363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3399364.000000 Penalty: 5088.442383
	Iteration 63Q: 3 clusters Score -3399364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3399364.000000 Penalty: 5088.442383
	Iteration 64F: 3 clusters Score -3399364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 162330 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 82665 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 635 members 
Entering Unmasked Estep 
Score: -183775136.000000 Penalty: 77978.781250
Splitting cluster 13 changes total score from -183741936.000000 to -183775136.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (162330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162330 members 
Entering Unmasked Estep 
Score: -19037446.000000 Penalty: 2975.352051
	Iteration 0F: 2 clusters Score -1.903745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -18929698.000000 Penalty: 5950.704102
	Iteration 0F: 3 clusters Score -1.89297e+07 nChanged 77829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -18975824.000000 Penalty: 5950.704102
	Iteration 1F: 3 clusters Score -1.897582e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -18978756.000000 Penalty: 5950.704102
	Iteration 2Q: 3 clusters Score -1.897876e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -18983298.000000 Penalty: 5950.704102
	Iteration 3F: 3 clusters Score -1.89833e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -18990592.000000 Penalty: 5950.704102
	Iteration 4F: 3 clusters Score -1.899059e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -19001004.000000 Penalty: 5950.704102
	Iteration 5F: 3 clusters Score -1.9001e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 125482 members 
Entering Unmasked Estep 
Score: -19012442.000000 Penalty: 5950.704102
	Iteration 6F: 3 clusters Score -1.901244e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 134145 members 
Entering Unmasked Estep 
Score: -19022372.000000 Penalty: 5950.704102
	Iteration 7F: 3 clusters Score -1.902237e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 139514 members 
Entering Unmasked Estep 
Score: -19028398.000000 Penalty: 5950.704102
	Iteration 8Q: 3 clusters Score -1.90284e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -19031190.000000 Penalty: 5950.704102
	Iteration 9Q: 3 clusters Score -1.903119e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -19032598.000000 Penalty: 5950.704102
	Iteration 10Q: 3 clusters Score -1.90326e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -19033530.000000 Penalty: 5950.704102
	Iteration 11Q: 3 clusters Score -1.903353e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -19034292.000000 Penalty: 5950.704102
	Iteration 12Q: 3 clusters Score -1.903429e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -19034702.000000 Penalty: 5950.704102
	Iteration 13Q: 3 clusters Score -1.90347e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 150499 members 
Entering Unmasked Estep 
Score: -19035184.000000 Penalty: 5950.704102
	Iteration 14Q: 3 clusters Score -1.903518e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -19035576.000000 Penalty: 5950.704102
	Iteration 15Q: 3 clusters Score -1.903558e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 152138 members 
Entering Unmasked Estep 
Score: -19035908.000000 Penalty: 5950.704102
	Iteration 16Q: 3 clusters Score -1.903591e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -19036098.000000 Penalty: 5950.704102
	Iteration 17Q: 3 clusters Score -1.90361e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -19036506.000000 Penalty: 5950.704102
	Iteration 18Q: 3 clusters Score -1.903651e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -19037084.000000 Penalty: 5950.704102
	Iteration 19Q: 3 clusters Score -1.903708e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -19037368.000000 Penalty: 5950.704102
	Iteration 20F: 3 clusters Score -1.903737e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 154200 members 
Entering Unmasked Estep 
Score: -19037610.000000 Penalty: 5950.704102
	Iteration 21Q: 3 clusters Score -1.903761e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -19037694.000000 Penalty: 5950.704102
	Iteration 22Q: 3 clusters Score -1.903769e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 154348 members 
Entering Unmasked Estep 
Score: -19037708.000000 Penalty: 5950.704102
	Iteration 23Q: 3 clusters Score -1.903771e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -19037702.000000 Penalty: 5950.704102
	Iteration 24Q: 3 clusters Score -1.90377e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -19037700.000000 Penalty: 5950.704102
	Iteration 25Q: 3 clusters Score -1.90377e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -19037694.000000 Penalty: 5950.704102
	Iteration 26Q: 3 clusters Score -1.903769e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 154319 members 
Entering Unmasked Estep 
Score: -19037718.000000 Penalty: 5950.704102
	Iteration 27Q: 3 clusters Score -1.903772e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 154299 members 
Entering Unmasked Estep 
Score: -19037744.000000 Penalty: 5950.704102
	Iteration 28Q: 3 clusters Score -1.903774e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -19037762.000000 Penalty: 5950.704102
	Iteration 29Q: 3 clusters Score -1.903776e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -19037734.000000 Penalty: 5950.704102
	Iteration 30Q: 3 clusters Score -1.903773e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -19037774.000000 Penalty: 5950.704102
	Iteration 31Q: 3 clusters Score -1.903777e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -19037780.000000 Penalty: 5950.704102
	Iteration 32Q: 3 clusters Score -1.903778e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -19037798.000000 Penalty: 5950.704102
	Iteration 33Q: 3 clusters Score -1.90378e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 154057 members 
Entering Unmasked Estep 
Score: -19037826.000000 Penalty: 5950.704102
	Iteration 34Q: 3 clusters Score -1.903783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 154021 members 
Entering Unmasked Estep 
Score: -19037824.000000 Penalty: 5950.704102
	Iteration 35Q: 3 clusters Score -1.903782e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -19037828.000000 Penalty: 5950.704102
	Iteration 36Q: 3 clusters Score -1.903783e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -19037818.000000 Penalty: 5950.704102
	Iteration 37Q: 3 clusters Score -1.903782e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -19037834.000000 Penalty: 5950.704102
	Iteration 38Q: 3 clusters Score -1.903783e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -19037850.000000 Penalty: 5950.704102
	Iteration 39Q: 3 clusters Score -1.903785e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -19037870.000000 Penalty: 5950.704102
	Iteration 40F: 3 clusters Score -1.903787e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -19037902.000000 Penalty: 5950.704102
	Iteration 41Q: 3 clusters Score -1.90379e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -19037858.000000 Penalty: 5950.704102
	Iteration 42Q: 3 clusters Score -1.903786e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 153764 members 
Entering Unmasked Estep 
Score: -19037850.000000 Penalty: 5950.704102
	Iteration 43Q: 3 clusters Score -1.903785e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -19037850.000000 Penalty: 5950.704102
	Iteration 44Q: 3 clusters Score -1.903785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 153720 members 
Entering Unmasked Estep 
Score: -19037902.000000 Penalty: 5950.704102
	Iteration 45Q: 3 clusters Score -1.90379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 153699 members 
Entering Unmasked Estep 
Score: -19037880.000000 Penalty: 5950.704102
	Iteration 46Q: 3 clusters Score -1.903788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -19037894.000000 Penalty: 5950.704102
	Iteration 47Q: 3 clusters Score -1.903789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -19037894.000000 Penalty: 5950.704102
	Iteration 48Q: 3 clusters Score -1.903789e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -19037892.000000 Penalty: 5950.704102
	Iteration 49Q: 3 clusters Score -1.903789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -19037928.000000 Penalty: 5950.704102
	Iteration 50Q: 3 clusters Score -1.903793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 153571 members 
Entering Unmasked Estep 
Score: -19037950.000000 Penalty: 5950.704102
	Iteration 51Q: 3 clusters Score -1.903795e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -19037994.000000 Penalty: 5950.704102
	Iteration 52Q: 3 clusters Score -1.903799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -19038026.000000 Penalty: 5950.704102
	Iteration 53Q: 3 clusters Score -1.903803e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -19038046.000000 Penalty: 5950.704102
	Iteration 54Q: 3 clusters Score -1.903805e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -19038022.000000 Penalty: 5950.704102
	Iteration 55Q: 3 clusters Score -1.903802e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -19038030.000000 Penalty: 5950.704102
	Iteration 56Q: 3 clusters Score -1.903803e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -19038016.000000 Penalty: 5950.704102
	Iteration 57Q: 3 clusters Score -1.903802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 153347 members 
Entering Unmasked Estep 
Score: -19038024.000000 Penalty: 5950.704102
	Iteration 58Q: 3 clusters Score -1.903802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 153322 members 
Entering Unmasked Estep 
Score: -19038020.000000 Penalty: 5950.704102
	Iteration 59Q: 3 clusters Score -1.903802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -19038002.000000 Penalty: 5950.704102
	Iteration 60F: 3 clusters Score -1.9038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 153259 members 
Entering Unmasked Estep 
Score: -19037998.000000 Penalty: 5950.704102
	Iteration 61Q: 3 clusters Score -1.9038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -19038020.000000 Penalty: 5950.704102
	Iteration 62Q: 3 clusters Score -1.903802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 153222 members 
Entering Unmasked Estep 
Score: -19038008.000000 Penalty: 5950.704102
	Iteration 63Q: 3 clusters Score -1.903801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 153209 members 
Entering Unmasked Estep 
Score: -19038036.000000 Penalty: 5950.704102
	Iteration 64Q: 3 clusters Score -1.903804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 153192 members 
Entering Unmasked Estep 
Score: -19038046.000000 Penalty: 5950.704102
	Iteration 65Q: 3 clusters Score -1.903805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -19038048.000000 Penalty: 5950.704102
	Iteration 66Q: 3 clusters Score -1.903805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -19038062.000000 Penalty: 5950.704102
	Iteration 67Q: 3 clusters Score -1.903806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 153110 members 
Entering Unmasked Estep 
Score: -19038062.000000 Penalty: 5950.704102
	Iteration 68Q: 3 clusters Score -1.903806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -19038038.000000 Penalty: 5950.704102
	Iteration 69Q: 3 clusters Score -1.903804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 153061 members 
Entering Unmasked Estep 
Score: -19038070.000000 Penalty: 5950.704102
	Iteration 70Q: 3 clusters Score -1.903807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -19038074.000000 Penalty: 5950.704102
	Iteration 71Q: 3 clusters Score -1.903807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -19038066.000000 Penalty: 5950.704102
	Iteration 72Q: 3 clusters Score -1.903807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 153006 members 
Entering Unmasked Estep 
Score: -19038078.000000 Penalty: 5950.704102
	Iteration 73Q: 3 clusters Score -1.903808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -19038084.000000 Penalty: 5950.704102
	Iteration 74Q: 3 clusters Score -1.903808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 152970 members 
Entering Unmasked Estep 
Score: -19038086.000000 Penalty: 5950.704102
	Iteration 75Q: 3 clusters Score -1.903809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -19038084.000000 Penalty: 5950.704102
	Iteration 76Q: 3 clusters Score -1.903808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 152933 members 
Entering Unmasked Estep 
Score: -19038060.000000 Penalty: 5950.704102
	Iteration 77Q: 3 clusters Score -1.903806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 152920 members 
Entering Unmasked Estep 
Score: -19038054.000000 Penalty: 5950.704102
	Iteration 78Q: 3 clusters Score -1.903805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -19038056.000000 Penalty: 5950.704102
	Iteration 79Q: 3 clusters Score -1.903806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -19038056.000000 Penalty: 5950.704102
	Iteration 80F: 3 clusters Score -1.903806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -19038056.000000 Penalty: 5950.704102
	Iteration 81Q: 3 clusters Score -1.903806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -19038088.000000 Penalty: 5950.704102
	Iteration 82Q: 3 clusters Score -1.903809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -19038096.000000 Penalty: 5950.704102
	Iteration 83Q: 3 clusters Score -1.90381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -19038094.000000 Penalty: 5950.704102
	Iteration 84Q: 3 clusters Score -1.903809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -19038116.000000 Penalty: 5950.704102
	Iteration 85Q: 3 clusters Score -1.903812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -19038102.000000 Penalty: 5950.704102
	Iteration 86Q: 3 clusters Score -1.90381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 152756 members 
Entering Unmasked Estep 
Score: -19038084.000000 Penalty: 5950.704102
	Iteration 87Q: 3 clusters Score -1.903808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -19038078.000000 Penalty: 5950.704102
	Iteration 88Q: 3 clusters Score -1.903808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -19038096.000000 Penalty: 5950.704102
	Iteration 89Q: 3 clusters Score -1.90381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -19038102.000000 Penalty: 5950.704102
	Iteration 90Q: 3 clusters Score -1.90381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 152674 members 
Entering Unmasked Estep 
Score: -19038090.000000 Penalty: 5950.704102
	Iteration 91Q: 3 clusters Score -1.903809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 152654 members 
Entering Unmasked Estep 
Score: -19038094.000000 Penalty: 5950.704102
	Iteration 92Q: 3 clusters Score -1.903809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 152634 members 
Entering Unmasked Estep 
Score: -19038092.000000 Penalty: 5950.704102
	Iteration 93Q: 3 clusters Score -1.903809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -19038100.000000 Penalty: 5950.704102
	Iteration 94Q: 3 clusters Score -1.90381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -19038084.000000 Penalty: 5950.704102
	Iteration 95Q: 3 clusters Score -1.903808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 152554 members 
Entering Unmasked Estep 
Score: -19038098.000000 Penalty: 5950.704102
	Iteration 96Q: 3 clusters Score -1.90381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -19038128.000000 Penalty: 5950.704102
	Iteration 97Q: 3 clusters Score -1.903813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -19038114.000000 Penalty: 5950.704102
	Iteration 98Q: 3 clusters Score -1.903811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -19038116.000000 Penalty: 5950.704102
	Iteration 99Q: 3 clusters Score -1.903812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -19038118.000000 Penalty: 5950.704102
	Iteration 100F: 3 clusters Score -1.903812e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -19038168.000000 Penalty: 5950.704102
	Iteration 101Q: 3 clusters Score -1.903817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 152401 members 
Entering Unmasked Estep 
Score: -19038162.000000 Penalty: 5950.704102
	Iteration 102Q: 3 clusters Score -1.903816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -19038158.000000 Penalty: 5950.704102
	Iteration 103Q: 3 clusters Score -1.903816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 152352 members 
Entering Unmasked Estep 
Score: -19038176.000000 Penalty: 5950.704102
	Iteration 104Q: 3 clusters Score -1.903818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 152331 members 
Entering Unmasked Estep 
Score: -19038188.000000 Penalty: 5950.704102
	Iteration 105Q: 3 clusters Score -1.903819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -19038200.000000 Penalty: 5950.704102
	Iteration 106Q: 3 clusters Score -1.90382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 152307 members 
Entering Unmasked Estep 
Score: -19038210.000000 Penalty: 5950.704102
	Iteration 107Q: 3 clusters Score -1.903821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 152302 members 
Entering Unmasked Estep 
Score: -19038218.000000 Penalty: 5950.704102
	Iteration 108Q: 3 clusters Score -1.903822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -19038216.000000 Penalty: 5950.704102
	Iteration 109Q: 3 clusters Score -1.903822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -19038228.000000 Penalty: 5950.704102
	Iteration 110Q: 3 clusters Score -1.903823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 152263 members 
Entering Unmasked Estep 
Score: -19038220.000000 Penalty: 5950.704102
	Iteration 111Q: 3 clusters Score -1.903822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -19038220.000000 Penalty: 5950.704102
	Iteration 112Q: 3 clusters Score -1.903822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -19038234.000000 Penalty: 5950.704102
	Iteration 113Q: 3 clusters Score -1.903823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 152232 members 
Entering Unmasked Estep 
Score: -19038236.000000 Penalty: 5950.704102
	Iteration 114Q: 3 clusters Score -1.903824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 152227 members 
Entering Unmasked Estep 
Score: -19038230.000000 Penalty: 5950.704102
	Iteration 115Q: 3 clusters Score -1.903823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 152217 members 
Entering Unmasked Estep 
Score: -19038206.000000 Penalty: 5950.704102
	Iteration 116Q: 3 clusters Score -1.903821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -19038224.000000 Penalty: 5950.704102
	Iteration 117Q: 3 clusters Score -1.903822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -19038214.000000 Penalty: 5950.704102
	Iteration 118Q: 3 clusters Score -1.903821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -19038228.000000 Penalty: 5950.704102
	Iteration 119Q: 3 clusters Score -1.903823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -19038218.000000 Penalty: 5950.704102
	Iteration 120F: 3 clusters Score -1.903822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -19038226.000000 Penalty: 5950.704102
	Iteration 121Q: 3 clusters Score -1.903823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 152178 members 
Entering Unmasked Estep 
Score: -19038214.000000 Penalty: 5950.704102
	Iteration 122Q: 3 clusters Score -1.903821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -19038214.000000 Penalty: 5950.704102
	Iteration 123Q: 3 clusters Score -1.903821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -19038224.000000 Penalty: 5950.704102
	Iteration 124Q: 3 clusters Score -1.903822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -19038224.000000 Penalty: 5950.704102
	Iteration 125Q: 3 clusters Score -1.903822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 152161 members 
Entering Unmasked Estep 
Score: -19038230.000000 Penalty: 5950.704102
	Iteration 126Q: 3 clusters Score -1.903823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -19038232.000000 Penalty: 5950.704102
	Iteration 127Q: 3 clusters Score -1.903823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -19038218.000000 Penalty: 5950.704102
	Iteration 128Q: 3 clusters Score -1.903822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 152150 members 
Entering Unmasked Estep 
Score: -19038220.000000 Penalty: 5950.704102
	Iteration 129Q: 3 clusters Score -1.903822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 152146 members 
Entering Unmasked Estep 
Score: -19038222.000000 Penalty: 5950.704102
	Iteration 130Q: 3 clusters Score -1.903822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -19038216.000000 Penalty: 5950.704102
	Iteration 131Q: 3 clusters Score -1.903822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -19038216.000000 Penalty: 5950.704102
	Iteration 132Q: 3 clusters Score -1.903822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -19038218.000000 Penalty: 5950.704102
	Iteration 133Q: 3 clusters Score -1.903822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -19038216.000000 Penalty: 5950.704102
	Iteration 134Q: 3 clusters Score -1.903822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -19038218.000000 Penalty: 5950.704102
	Iteration 135Q: 3 clusters Score -1.903822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -19038206.000000 Penalty: 5950.704102
	Iteration 136Q: 3 clusters Score -1.903821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -19038232.000000 Penalty: 5950.704102
	Iteration 137Q: 3 clusters Score -1.903823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -19038224.000000 Penalty: 5950.704102
	Iteration 138Q: 3 clusters Score -1.903822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -19038226.000000 Penalty: 5950.704102
	Iteration 139Q: 3 clusters Score -1.903823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 152111 members 
Entering Unmasked Estep 
Score: -19038212.000000 Penalty: 5950.704102
	Iteration 140F: 3 clusters Score -1.903821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 10219 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 82665 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 152111 members 
Entering Unmasked Estep 
Score: -183774704.000000 Penalty: 81523.273438
Splitting cluster 14 changes total score from -183741936.000000 to -183774704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (85828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Entering Unmasked Estep 
Score: -9978772.000000 Penalty: 2817.304932
	Iteration 0F: 2 clusters Score -9978772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -9921648.000000 Penalty: 5634.609863
	Iteration 0F: 3 clusters Score -9921648 nChanged 40237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -9944182.000000 Penalty: 5634.609863
	Iteration 1F: 3 clusters Score -9944182 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -9944808.000000 Penalty: 5634.609863
	Iteration 2Q: 3 clusters Score -9944808 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -9945502.000000 Penalty: 5634.609863
	Iteration 3Q: 3 clusters Score -9945502 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -9946652.000000 Penalty: 5634.609863
	Iteration 4Q: 3 clusters Score -9946652 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -9948357.000000 Penalty: 5634.609863
	Iteration 5Q: 3 clusters Score -9948357 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -9951088.000000 Penalty: 5634.609863
	Iteration 6F: 3 clusters Score -9951088 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -9954782.000000 Penalty: 5634.609863
	Iteration 7F: 3 clusters Score -9954782 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -9959291.000000 Penalty: 5634.609863
	Iteration 8F: 3 clusters Score -9959291 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -9964043.000000 Penalty: 5634.609863
	Iteration 9F: 3 clusters Score -9964043 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -9968394.000000 Penalty: 5634.609863
	Iteration 10F: 3 clusters Score -9968394 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -9971992.000000 Penalty: 5634.609863
	Iteration 11F: 3 clusters Score -9971992 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -9974206.000000 Penalty: 5634.609863
	Iteration 12Q: 3 clusters Score -9974206 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -9975538.000000 Penalty: 5634.609863
	Iteration 13Q: 3 clusters Score -9975538 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -9976419.000000 Penalty: 5634.609863
	Iteration 14Q: 3 clusters Score -9976419 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -9977007.000000 Penalty: 5634.609863
	Iteration 15Q: 3 clusters Score -9977007 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9977418.000000 Penalty: 5634.609863
	Iteration 16Q: 3 clusters Score -9977418 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9977591.000000 Penalty: 5634.609863
	Iteration 17Q: 3 clusters Score -9977591 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -9977674.000000 Penalty: 5634.609863
	Iteration 18Q: 3 clusters Score -9977674 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9977731.000000 Penalty: 5634.609863
	Iteration 19Q: 3 clusters Score -9977731 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9977745.000000 Penalty: 5634.609863
	Iteration 20F: 3 clusters Score -9977745 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9977795.000000 Penalty: 5634.609863
	Iteration 21Q: 3 clusters Score -9977795 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9977817.000000 Penalty: 5634.609863
	Iteration 22Q: 3 clusters Score -9977817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9977830.000000 Penalty: 5634.609863
	Iteration 23Q: 3 clusters Score -9977830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9977831.000000 Penalty: 5634.609863
	Iteration 24Q: 3 clusters Score -9977831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9977829.000000 Penalty: 5634.609863
	Iteration 25Q: 3 clusters Score -9977829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9977842.000000 Penalty: 5634.609863
	Iteration 26Q: 3 clusters Score -9977842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9977847.000000 Penalty: 5634.609863
	Iteration 27Q: 3 clusters Score -9977847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9977841.000000 Penalty: 5634.609863
	Iteration 28Q: 3 clusters Score -9977841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9977852.000000 Penalty: 5634.609863
	Iteration 29Q: 3 clusters Score -9977852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9977866.000000 Penalty: 5634.609863
	Iteration 30Q: 3 clusters Score -9977866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9977876.000000 Penalty: 5634.609863
	Iteration 31Q: 3 clusters Score -9977876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9977885.000000 Penalty: 5634.609863
	Iteration 32Q: 3 clusters Score -9977885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9977879.000000 Penalty: 5634.609863
	Iteration 33Q: 3 clusters Score -9977879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9977872.000000 Penalty: 5634.609863
	Iteration 34Q: 3 clusters Score -9977872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9977877.000000 Penalty: 5634.609863
	Iteration 35Q: 3 clusters Score -9977877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9977879.000000 Penalty: 5634.609863
	Iteration 36Q: 3 clusters Score -9977879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9977876.000000 Penalty: 5634.609863
	Iteration 37Q: 3 clusters Score -9977876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9977876.000000 Penalty: 5634.609863
	Iteration 38Q: 3 clusters Score -9977876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9977872.000000 Penalty: 5634.609863
	Iteration 39Q: 3 clusters Score -9977872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9977875.000000 Penalty: 5634.609863
	Iteration 40F: 3 clusters Score -9977875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -252313.187500 Penalty: 1947.982788
	Iteration 0F: 2 clusters Score -252313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -249626.843750 Penalty: 3895.965576
	Iteration 0F: 3 clusters Score -249626.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -252754.062500 Penalty: 3895.965576
	Iteration 1F: 3 clusters Score -252754.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -255330.515625 Penalty: 3895.965576
	Iteration 2F: 3 clusters Score -255330.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -256588.828125 Penalty: 3895.965576
	Iteration 3F: 3 clusters Score -256588.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -257580.781250 Penalty: 3895.965576
	Iteration 4Q: 3 clusters Score -257580.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -258011.765625 Penalty: 3895.965576
	Iteration 5Q: 3 clusters Score -258011.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -258546.812500 Penalty: 3895.965576
	Iteration 6Q: 3 clusters Score -258546.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -258876.015625 Penalty: 3895.965576
	Iteration 7Q: 3 clusters Score -258876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -259031.796875 Penalty: 3895.965576
	Iteration 8Q: 3 clusters Score -259031.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -259235.187500 Penalty: 3895.965576
	Iteration 9Q: 3 clusters Score -259235.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -259402.828125 Penalty: 3895.965576
	Iteration 10Q: 3 clusters Score -259402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -259640.234375 Penalty: 3895.965576
	Iteration 11Q: 3 clusters Score -259640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -259982.515625 Penalty: 3895.965576
	Iteration 12Q: 3 clusters Score -259982.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -260306.859375 Penalty: 3895.965576
	Iteration 13Q: 3 clusters Score -260306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -260434.812500 Penalty: 3895.965576
	Iteration 14Q: 3 clusters Score -260434.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -260563.578125 Penalty: 3895.965576
	Iteration 15Q: 3 clusters Score -260563.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -260737.531250 Penalty: 3895.965576
	Iteration 16Q: 3 clusters Score -260737.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -260953.171875 Penalty: 3895.965576
	Iteration 17Q: 3 clusters Score -260953.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -261144.718750 Penalty: 3895.965576
	Iteration 18Q: 3 clusters Score -261144.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -261282.359375 Penalty: 3895.965576
	Iteration 19Q: 3 clusters Score -261282.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -261547.703125 Penalty: 3895.965576
	Iteration 20F: 3 clusters Score -261547.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -262256.875000 Penalty: 3895.965576
	Iteration 21Q: 3 clusters Score -262256.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -263212.656250 Penalty: 3895.965576
	Iteration 22Q: 3 clusters Score -263212.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -263829.218750 Penalty: 3895.965576
	Iteration 23Q: 3 clusters Score -263829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263900.906250 Penalty: 3895.965576
	Iteration 24Q: 3 clusters Score -263900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -263903.218750 Penalty: 3895.965576
	Iteration 25Q: 3 clusters Score -263903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -263903.218750 Penalty: 3895.965576
	Iteration 26F: 3 clusters Score -263903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 10219 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 10435 members 
Mstep: Class 19 contains 82665 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 152111 members 
Mstep: Class 24 contains 1364 members 
Entering Unmasked Estep 
Score: -183788848.000000 Penalty: 85067.757812
Splitting cluster 16 changes total score from -183741936.000000 to -183788848.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -977179.375000 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -977179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -970673.562500 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -970673.6 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -972419.875000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -972419.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -972704.875000 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -972704.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -972888.375000 Penalty: 4466.437500
	Iteration 3Q: 3 clusters Score -972888.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -973065.250000 Penalty: 4466.437500
	Iteration 4Q: 3 clusters Score -973065.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -973246.750000 Penalty: 4466.437500
	Iteration 5Q: 3 clusters Score -973246.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -973431.375000 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -973431.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -973623.875000 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -973623.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -973836.312500 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -973836.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -974085.625000 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -974085.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -974344.812500 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -974344.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -974597.187500 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -974597.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -974808.500000 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -974808.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -974997.250000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -974997.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -975142.250000 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -975142.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -975248.000000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -975248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -975332.750000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -975332.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -975387.562500 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -975387.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -975431.625000 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -975431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -975455.562500 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -975455.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -975475.062500 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -975475.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -975487.437500 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -975487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -975496.125000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -975496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -975500.437500 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -975500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -975502.812500 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -975502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -975506.187500 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -975506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -975509.937500 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -975509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -975510.812500 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -975510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -975511.187500 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -975511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -975511.187500 Penalty: 4466.437500
	Iteration 29F: 3 clusters Score -975511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Entering Unmasked Estep 
Score: -1132678.250000 Penalty: 2294.724365
	Iteration 0F: 2 clusters Score -1132678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1124759.125000 Penalty: 4589.448730
	Iteration 0F: 3 clusters Score -1124759 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1127991.500000 Penalty: 4589.448730
	Iteration 1F: 3 clusters Score -1127992 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1129187.375000 Penalty: 4589.448730
	Iteration 2F: 3 clusters Score -1129187 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1130192.750000 Penalty: 4589.448730
	Iteration 3F: 3 clusters Score -1130193 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1131022.750000 Penalty: 4589.448730
	Iteration 4F: 3 clusters Score -1131023 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1131570.000000 Penalty: 4589.448730
	Iteration 5F: 3 clusters Score -1131570 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1131985.250000 Penalty: 4589.448730
	Iteration 6Q: 3 clusters Score -1131985 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1132327.500000 Penalty: 4589.448730
	Iteration 7Q: 3 clusters Score -1132328 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1132602.000000 Penalty: 4589.448730
	Iteration 8Q: 3 clusters Score -1132602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1132804.500000 Penalty: 4589.448730
	Iteration 9Q: 3 clusters Score -1132804 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1132975.375000 Penalty: 4589.448730
	Iteration 10Q: 3 clusters Score -1132975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1133097.125000 Penalty: 4589.448730
	Iteration 11Q: 3 clusters Score -1133097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1133212.875000 Penalty: 4589.448730
	Iteration 12Q: 3 clusters Score -1133213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1133295.125000 Penalty: 4589.448730
	Iteration 13Q: 3 clusters Score -1133295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1133363.125000 Penalty: 4589.448730
	Iteration 14Q: 3 clusters Score -1133363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1133399.750000 Penalty: 4589.448730
	Iteration 15Q: 3 clusters Score -1133400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1133424.500000 Penalty: 4589.448730
	Iteration 16Q: 3 clusters Score -1133424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1133443.875000 Penalty: 4589.448730
	Iteration 17Q: 3 clusters Score -1133444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1133458.375000 Penalty: 4589.448730
	Iteration 18Q: 3 clusters Score -1133458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1133466.750000 Penalty: 4589.448730
	Iteration 19Q: 3 clusters Score -1133467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1133471.750000 Penalty: 4589.448730
	Iteration 20F: 3 clusters Score -1133472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1133474.625000 Penalty: 4589.448730
	Iteration 21Q: 3 clusters Score -1133475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1133479.875000 Penalty: 4589.448730
	Iteration 22Q: 3 clusters Score -1133480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1133488.000000 Penalty: 4589.448730
	Iteration 23Q: 3 clusters Score -1133488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1133492.625000 Penalty: 4589.448730
	Iteration 24Q: 3 clusters Score -1133493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1133497.125000 Penalty: 4589.448730
	Iteration 25Q: 3 clusters Score -1133497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1133497.500000 Penalty: 4589.448730
	Iteration 26Q: 3 clusters Score -1133498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1133497.250000 Penalty: 4589.448730
	Iteration 27Q: 3 clusters Score -1133497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1133497.250000 Penalty: 4589.448730
	Iteration 28F: 3 clusters Score -1133497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 10219 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 82665 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 152111 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 9597 members 
Entering Unmasked Estep 
Score: -183788704.000000 Penalty: 88612.250000
Splitting cluster 18 changes total score from -183741936.000000 to -183788704.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 4616 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 22158 members 
Mstep: Class 5 contains 291757 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 57937 members 
Mstep: Class 8 contains 202377 members 
Mstep: Class 9 contains 274024 members 
Mstep: Class 11 contains 338857 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 10219 members 
Mstep: Class 15 contains 85828 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 8143 members 
Mstep: Class 18 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183796752.000000 Penalty: 88612.250000
Iteration 39Q: 26 clusters Score -1.837968e+08 nChanged 29261
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 22138 members 
Mstep: Class 5 contains 294774 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 57781 members 
Mstep: Class 8 contains 202319 members 
Mstep: Class 9 contains 273288 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 336642 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 28743 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 85843 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 8293 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 82767 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 642 members 
Mstep: Class 23 contains 149514 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 9341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183811392.000000 Penalty: 88612.250000
Iteration 40F: 26 clusters Score -1.838114e+08 nChanged 32429
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 12279 members 
Mstep: Class 4 contains 21875 members 
Mstep: Class 5 contains 295832 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 56886 members 
Mstep: Class 8 contains 198647 members 
Mstep: Class 9 contains 270415 members 
Mstep: Class 10 contains 12868 members 
Mstep: Class 11 contains 334663 members 
Mstep: Class 12 contains 986 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 10357 members 
Mstep: Class 15 contains 85618 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 8316 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 83721 members 
Mstep: Class 20 contains 7958 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 150714 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183820432.000000 Penalty: 88612.250000
Iteration 41Q: 26 clusters Score -1.838204e+08 nChanged 26353
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 14330 members 
Mstep: Class 4 contains 21673 members 
Mstep: Class 5 contains 296908 members 
Mstep: Class 6 contains 5559 members 
Mstep: Class 7 contains 56253 members 
Mstep: Class 8 contains 196248 members 
Mstep: Class 9 contains 267338 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 333450 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 30157 members 
Mstep: Class 14 contains 10622 members 
Mstep: Class 15 contains 85457 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 8307 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 84011 members 
Mstep: Class 20 contains 9648 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 753 members 
Mstep: Class 23 contains 151223 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183827984.000000 Penalty: 88612.250000
Iteration 42Q: 26 clusters Score -1.83828e+08 nChanged 23342
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 16315 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 298139 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 55718 members 
Mstep: Class 8 contains 194692 members 
Mstep: Class 9 contains 264072 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 332262 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 30711 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 85322 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 8274 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 19 contains 83953 members 
Mstep: Class 20 contains 11265 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 151536 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 10927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183833248.000000 Penalty: 88612.250000
Iteration 43Q: 26 clusters Score -1.838332e+08 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 18217 members 
Mstep: Class 4 contains 21413 members 
Mstep: Class 5 contains 299581 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 55287 members 
Mstep: Class 8 contains 193875 members 
Mstep: Class 9 contains 260714 members 
Mstep: Class 10 contains 12945 members 
Mstep: Class 11 contains 330682 members 
Mstep: Class 12 contains 961 members 
Mstep: Class 13 contains 31213 members 
Mstep: Class 14 contains 11268 members 
Mstep: Class 15 contains 85250 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 8230 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 83728 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 804 members 
Mstep: Class 23 contains 151943 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 11223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183838944.000000 Penalty: 88612.250000
Iteration 44Q: 26 clusters Score -1.838389e+08 nChanged 19955
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 19925 members 
Mstep: Class 4 contains 21308 members 
Mstep: Class 5 contains 301228 members 
Mstep: Class 6 contains 6017 members 
Mstep: Class 7 contains 54962 members 
Mstep: Class 8 contains 193787 members 
Mstep: Class 9 contains 257206 members 
Mstep: Class 10 contains 12948 members 
Mstep: Class 11 contains 329210 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 31625 members 
Mstep: Class 14 contains 11648 members 
Mstep: Class 15 contains 85190 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 8157 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 83342 members 
Mstep: Class 20 contains 13770 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 819 members 
Mstep: Class 23 contains 152195 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 11437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183843040.000000 Penalty: 88612.250000
Iteration 45Q: 26 clusters Score -1.83843e+08 nChanged 18858
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 21582 members 
Mstep: Class 4 contains 21240 members 
Mstep: Class 5 contains 303126 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 54655 members 
Mstep: Class 8 contains 194142 members 
Mstep: Class 9 contains 253479 members 
Mstep: Class 10 contains 12959 members 
Mstep: Class 11 contains 327722 members 
Mstep: Class 12 contains 957 members 
Mstep: Class 13 contains 31957 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 85120 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 8100 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 82861 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 832 members 
Mstep: Class 23 contains 152432 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 11617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183846768.000000 Penalty: 88612.250000
Iteration 46Q: 26 clusters Score -1.838468e+08 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 23173 members 
Mstep: Class 4 contains 21148 members 
Mstep: Class 5 contains 305179 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 54411 members 
Mstep: Class 8 contains 194806 members 
Mstep: Class 9 contains 249742 members 
Mstep: Class 10 contains 12958 members 
Mstep: Class 11 contains 325998 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 32267 members 
Mstep: Class 14 contains 12371 members 
Mstep: Class 15 contains 85076 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 8000 members 
Mstep: Class 18 contains 2274 members 
Mstep: Class 19 contains 82399 members 
Mstep: Class 20 contains 15411 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 838 members 
Mstep: Class 23 contains 152771 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 11768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183853376.000000 Penalty: 88612.250000
Iteration 47Q: 26 clusters Score -1.838534e+08 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 24681 members 
Mstep: Class 4 contains 21072 members 
Mstep: Class 5 contains 307903 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 54077 members 
Mstep: Class 8 contains 195475 members 
Mstep: Class 9 contains 245815 members 
Mstep: Class 10 contains 12946 members 
Mstep: Class 11 contains 324286 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 32498 members 
Mstep: Class 14 contains 12742 members 
Mstep: Class 15 contains 85037 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 81926 members 
Mstep: Class 20 contains 15985 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 153084 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 11864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183860480.000000 Penalty: 88612.250000
Iteration 48Q: 26 clusters Score -1.838605e+08 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 26084 members 
Mstep: Class 4 contains 20929 members 
Mstep: Class 5 contains 311213 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 53721 members 
Mstep: Class 8 contains 196142 members 
Mstep: Class 9 contains 241978 members 
Mstep: Class 10 contains 12950 members 
Mstep: Class 11 contains 322313 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 32679 members 
Mstep: Class 14 contains 13129 members 
Mstep: Class 15 contains 84998 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7844 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 81449 members 
Mstep: Class 20 contains 16469 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 847 members 
Mstep: Class 23 contains 153287 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 11948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183864720.000000 Penalty: 88612.250000
Iteration 49Q: 26 clusters Score -1.838647e+08 nChanged 20059
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 27384 members 
Mstep: Class 4 contains 20817 members 
Mstep: Class 5 contains 314991 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 53420 members 
Mstep: Class 8 contains 196677 members 
Mstep: Class 9 contains 238215 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 320157 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 32835 members 
Mstep: Class 14 contains 13542 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 80971 members 
Mstep: Class 20 contains 16835 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 847 members 
Mstep: Class 23 contains 153455 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183867728.000000 Penalty: 88612.250000
Iteration 50Q: 26 clusters Score -1.838677e+08 nChanged 21424
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 28571 members 
Mstep: Class 4 contains 20721 members 
Mstep: Class 5 contains 318462 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 53148 members 
Mstep: Class 8 contains 197209 members 
Mstep: Class 9 contains 234681 members 
Mstep: Class 10 contains 12923 members 
Mstep: Class 11 contains 318196 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 32952 members 
Mstep: Class 14 contains 13985 members 
Mstep: Class 15 contains 84942 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7644 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 19 contains 80541 members 
Mstep: Class 20 contains 17136 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 153566 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871104.000000 Penalty: 88612.250000
Iteration 51Q: 26 clusters Score -1.838711e+08 nChanged 22509
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 29660 members 
Mstep: Class 4 contains 20614 members 
Mstep: Class 5 contains 321346 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 52905 members 
Mstep: Class 8 contains 197717 members 
Mstep: Class 9 contains 231693 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 316432 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33002 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 84936 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 80122 members 
Mstep: Class 20 contains 17355 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 847 members 
Mstep: Class 23 contains 153760 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183872304.000000 Penalty: 88612.250000
Iteration 52Q: 26 clusters Score -1.838723e+08 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 30662 members 
Mstep: Class 4 contains 20542 members 
Mstep: Class 5 contains 323180 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 52720 members 
Mstep: Class 8 contains 198354 members 
Mstep: Class 9 contains 229219 members 
Mstep: Class 10 contains 12869 members 
Mstep: Class 11 contains 315056 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33047 members 
Mstep: Class 14 contains 14925 members 
Mstep: Class 15 contains 84922 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 79745 members 
Mstep: Class 20 contains 17535 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 154010 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871456.000000 Penalty: 88612.250000
Iteration 53Q: 26 clusters Score -1.838715e+08 nChanged 21771
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 31642 members 
Mstep: Class 4 contains 20459 members 
Mstep: Class 5 contains 324283 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 52589 members 
Mstep: Class 8 contains 199106 members 
Mstep: Class 9 contains 227001 members 
Mstep: Class 10 contains 12832 members 
Mstep: Class 11 contains 313964 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33103 members 
Mstep: Class 14 contains 15433 members 
Mstep: Class 15 contains 84915 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 79406 members 
Mstep: Class 20 contains 17667 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 853 members 
Mstep: Class 23 contains 154273 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871184.000000 Penalty: 88612.250000
Iteration 54Q: 26 clusters Score -1.838712e+08 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 32579 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 324386 members 
Mstep: Class 6 contains 7016 members 
Mstep: Class 7 contains 52481 members 
Mstep: Class 8 contains 200022 members 
Mstep: Class 9 contains 225058 members 
Mstep: Class 10 contains 12804 members 
Mstep: Class 11 contains 313222 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33208 members 
Mstep: Class 14 contains 16001 members 
Mstep: Class 15 contains 84924 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 79103 members 
Mstep: Class 20 contains 17741 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 859 members 
Mstep: Class 23 contains 154693 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871856.000000 Penalty: 88612.250000
Iteration 55Q: 26 clusters Score -1.838719e+08 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 33512 members 
Mstep: Class 4 contains 20323 members 
Mstep: Class 5 contains 324008 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 52422 members 
Mstep: Class 8 contains 201051 members 
Mstep: Class 9 contains 223291 members 
Mstep: Class 10 contains 12777 members 
Mstep: Class 11 contains 312465 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33349 members 
Mstep: Class 14 contains 16567 members 
Mstep: Class 15 contains 84918 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 78857 members 
Mstep: Class 20 contains 17803 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 866 members 
Mstep: Class 23 contains 155220 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183872192.000000 Penalty: 88612.250000
Iteration 56Q: 26 clusters Score -1.838722e+08 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 34381 members 
Mstep: Class 4 contains 20283 members 
Mstep: Class 5 contains 323480 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 52354 members 
Mstep: Class 8 contains 202089 members 
Mstep: Class 9 contains 221558 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 311607 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33501 members 
Mstep: Class 14 contains 17225 members 
Mstep: Class 15 contains 84930 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 17858 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 155838 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871824.000000 Penalty: 88612.250000
Iteration 57Q: 26 clusters Score -1.838718e+08 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 35215 members 
Mstep: Class 4 contains 20222 members 
Mstep: Class 5 contains 322768 members 
Mstep: Class 6 contains 7314 members 
Mstep: Class 7 contains 52291 members 
Mstep: Class 8 contains 203176 members 
Mstep: Class 9 contains 219900 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 310561 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33704 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 84934 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 78447 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 873 members 
Mstep: Class 23 contains 156660 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871488.000000 Penalty: 88612.250000
Iteration 58Q: 26 clusters Score -1.838715e+08 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 36024 members 
Mstep: Class 4 contains 20168 members 
Mstep: Class 5 contains 322167 members 
Mstep: Class 6 contains 7406 members 
Mstep: Class 7 contains 52234 members 
Mstep: Class 8 contains 204351 members 
Mstep: Class 9 contains 218272 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 309199 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 33887 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 84930 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 78248 members 
Mstep: Class 20 contains 17983 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 157550 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871776.000000 Penalty: 88612.250000
Iteration 59Q: 26 clusters Score -1.838718e+08 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 36802 members 
Mstep: Class 4 contains 20111 members 
Mstep: Class 5 contains 321700 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 52175 members 
Mstep: Class 8 contains 205551 members 
Mstep: Class 9 contains 216708 members 
Mstep: Class 10 contains 12672 members 
Mstep: Class 11 contains 307456 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 34072 members 
Mstep: Class 14 contains 19421 members 
Mstep: Class 15 contains 84898 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 19 contains 78098 members 
Mstep: Class 20 contains 18046 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 158495 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183872320.000000 Penalty: 88612.250000
Iteration 60F: 26 clusters Score -1.838723e+08 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 37536 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 321313 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 52163 members 
Mstep: Class 8 contains 206412 members 
Mstep: Class 9 contains 215081 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 305272 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 34284 members 
Mstep: Class 14 contains 20298 members 
Mstep: Class 15 contains 84851 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 2715 members 
Mstep: Class 19 contains 77924 members 
Mstep: Class 20 contains 18694 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 159482 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183869968.000000 Penalty: 88612.250000
Iteration 61Q: 26 clusters Score -1.8387e+08 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 38268 members 
Mstep: Class 4 contains 20004 members 
Mstep: Class 5 contains 321255 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 52179 members 
Mstep: Class 8 contains 207523 members 
Mstep: Class 9 contains 213647 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 11 contains 302052 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 34482 members 
Mstep: Class 14 contains 21252 members 
Mstep: Class 15 contains 84820 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 2727 members 
Mstep: Class 19 contains 77809 members 
Mstep: Class 20 contains 19227 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 160693 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183869408.000000 Penalty: 88612.250000
Iteration 62Q: 26 clusters Score -1.838694e+08 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4862 members 
Mstep: Class 3 contains 38972 members 
Mstep: Class 4 contains 19971 members 
Mstep: Class 5 contains 321239 members 
Mstep: Class 6 contains 7775 members 
Mstep: Class 7 contains 52261 members 
Mstep: Class 8 contains 208654 members 
Mstep: Class 9 contains 212440 members 
Mstep: Class 10 contains 12577 members 
Mstep: Class 11 contains 298335 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 22281 members 
Mstep: Class 15 contains 84802 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 77749 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 162037 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183869312.000000 Penalty: 88612.250000
Iteration 63Q: 26 clusters Score -1.838693e+08 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 39600 members 
Mstep: Class 4 contains 19934 members 
Mstep: Class 5 contains 320926 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 52349 members 
Mstep: Class 8 contains 209498 members 
Mstep: Class 9 contains 211340 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 295121 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 34862 members 
Mstep: Class 14 contains 23372 members 
Mstep: Class 15 contains 84792 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 77675 members 
Mstep: Class 20 contains 20055 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 163510 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183868496.000000 Penalty: 88612.250000
Iteration 64Q: 26 clusters Score -1.838685e+08 nChanged 16206
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 40202 members 
Mstep: Class 4 contains 19867 members 
Mstep: Class 5 contains 320634 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 7 contains 52439 members 
Mstep: Class 8 contains 210168 members 
Mstep: Class 9 contains 210402 members 
Mstep: Class 10 contains 12502 members 
Mstep: Class 11 contains 291632 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 35058 members 
Mstep: Class 14 contains 24545 members 
Mstep: Class 15 contains 84783 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 77601 members 
Mstep: Class 20 contains 20394 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 165271 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183868992.000000 Penalty: 88612.250000
Iteration 65Q: 26 clusters Score -1.83869e+08 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 40823 members 
Mstep: Class 4 contains 19820 members 
Mstep: Class 5 contains 320538 members 
Mstep: Class 6 contains 8018 members 
Mstep: Class 7 contains 52511 members 
Mstep: Class 8 contains 210679 members 
Mstep: Class 9 contains 209638 members 
Mstep: Class 10 contains 12461 members 
Mstep: Class 11 contains 287652 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 35252 members 
Mstep: Class 14 contains 25778 members 
Mstep: Class 15 contains 84777 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 77502 members 
Mstep: Class 20 contains 20730 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 167290 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183868688.000000 Penalty: 88612.250000
Iteration 66Q: 26 clusters Score -1.838687e+08 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 41375 members 
Mstep: Class 4 contains 19793 members 
Mstep: Class 5 contains 320544 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 52599 members 
Mstep: Class 8 contains 211335 members 
Mstep: Class 9 contains 208967 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 283149 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 35469 members 
Mstep: Class 14 contains 27114 members 
Mstep: Class 15 contains 84775 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 6471 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 77339 members 
Mstep: Class 20 contains 21060 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 169498 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183870208.000000 Penalty: 88612.250000
Iteration 67Q: 26 clusters Score -1.838702e+08 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 41893 members 
Mstep: Class 4 contains 19760 members 
Mstep: Class 5 contains 320534 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 52751 members 
Mstep: Class 8 contains 211851 members 
Mstep: Class 9 contains 208375 members 
Mstep: Class 10 contains 12394 members 
Mstep: Class 11 contains 278428 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 35689 members 
Mstep: Class 14 contains 28526 members 
Mstep: Class 15 contains 84773 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 77153 members 
Mstep: Class 20 contains 21377 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 171922 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183870944.000000 Penalty: 88612.250000
Iteration 68Q: 26 clusters Score -1.838709e+08 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 42375 members 
Mstep: Class 4 contains 19738 members 
Mstep: Class 5 contains 320483 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 7 contains 52878 members 
Mstep: Class 8 contains 212327 members 
Mstep: Class 9 contains 207797 members 
Mstep: Class 10 contains 12333 members 
Mstep: Class 11 contains 273661 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 35938 members 
Mstep: Class 14 contains 29950 members 
Mstep: Class 15 contains 84765 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 76876 members 
Mstep: Class 20 contains 21686 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 174610 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183872000.000000 Penalty: 88612.250000
Iteration 69Q: 26 clusters Score -1.83872e+08 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 42844 members 
Mstep: Class 4 contains 19706 members 
Mstep: Class 5 contains 320530 members 
Mstep: Class 6 contains 8161 members 
Mstep: Class 7 contains 52970 members 
Mstep: Class 8 contains 212795 members 
Mstep: Class 9 contains 207176 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 11 contains 268753 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 36140 members 
Mstep: Class 14 contains 31426 members 
Mstep: Class 15 contains 84753 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 6190 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 76605 members 
Mstep: Class 20 contains 21967 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 177502 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183873072.000000 Penalty: 88612.250000
Iteration 70Q: 26 clusters Score -1.838731e+08 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 43316 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 320638 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 53045 members 
Mstep: Class 8 contains 213179 members 
Mstep: Class 9 contains 206487 members 
Mstep: Class 10 contains 12223 members 
Mstep: Class 11 contains 263742 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 36373 members 
Mstep: Class 14 contains 32909 members 
Mstep: Class 15 contains 84749 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 76329 members 
Mstep: Class 20 contains 22230 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 180582 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183873744.000000 Penalty: 88612.250000
Iteration 71Q: 26 clusters Score -1.838737e+08 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 43752 members 
Mstep: Class 4 contains 19687 members 
Mstep: Class 5 contains 320756 members 
Mstep: Class 6 contains 8195 members 
Mstep: Class 7 contains 53138 members 
Mstep: Class 8 contains 213479 members 
Mstep: Class 9 contains 205796 members 
Mstep: Class 10 contains 12174 members 
Mstep: Class 11 contains 258738 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 36572 members 
Mstep: Class 14 contains 34363 members 
Mstep: Class 15 contains 84739 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 2831 members 
Mstep: Class 19 contains 76104 members 
Mstep: Class 20 contains 22511 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 183752 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183874896.000000 Penalty: 88612.250000
Iteration 72Q: 26 clusters Score -1.838749e+08 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 44109 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 320829 members 
Mstep: Class 6 contains 8197 members 
Mstep: Class 7 contains 53230 members 
Mstep: Class 8 contains 213752 members 
Mstep: Class 9 contains 205244 members 
Mstep: Class 10 contains 12136 members 
Mstep: Class 11 contains 253872 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 36790 members 
Mstep: Class 14 contains 35887 members 
Mstep: Class 15 contains 84722 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 2849 members 
Mstep: Class 19 contains 75865 members 
Mstep: Class 20 contains 22773 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 186763 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183875024.000000 Penalty: 88612.250000
Iteration 73Q: 26 clusters Score -1.83875e+08 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 44465 members 
Mstep: Class 4 contains 19712 members 
Mstep: Class 5 contains 320858 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 7 contains 53352 members 
Mstep: Class 8 contains 214046 members 
Mstep: Class 9 contains 204679 members 
Mstep: Class 10 contains 12082 members 
Mstep: Class 11 contains 249142 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37010 members 
Mstep: Class 14 contains 37412 members 
Mstep: Class 15 contains 84718 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 75631 members 
Mstep: Class 20 contains 23015 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 189666 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183876496.000000 Penalty: 88612.250000
Iteration 74Q: 26 clusters Score -1.838765e+08 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 44800 members 
Mstep: Class 4 contains 19748 members 
Mstep: Class 5 contains 320844 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53494 members 
Mstep: Class 8 contains 214216 members 
Mstep: Class 9 contains 204168 members 
Mstep: Class 10 contains 12045 members 
Mstep: Class 11 contains 244616 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37210 members 
Mstep: Class 14 contains 38807 members 
Mstep: Class 15 contains 84709 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 75438 members 
Mstep: Class 20 contains 23245 members 
Mstep: Class 21 contains 1929 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 192585 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183877200.000000 Penalty: 88612.250000
Iteration 75Q: 26 clusters Score -1.838772e+08 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 45133 members 
Mstep: Class 4 contains 19790 members 
Mstep: Class 5 contains 320755 members 
Mstep: Class 6 contains 8210 members 
Mstep: Class 7 contains 53627 members 
Mstep: Class 8 contains 214364 members 
Mstep: Class 9 contains 203789 members 
Mstep: Class 10 contains 12015 members 
Mstep: Class 11 contains 240322 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37398 members 
Mstep: Class 14 contains 40117 members 
Mstep: Class 15 contains 84691 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 75244 members 
Mstep: Class 20 contains 23462 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 195342 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183877200.000000 Penalty: 88612.250000
Iteration 76Q: 26 clusters Score -1.838772e+08 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 45417 members 
Mstep: Class 4 contains 19816 members 
Mstep: Class 5 contains 320793 members 
Mstep: Class 6 contains 8210 members 
Mstep: Class 7 contains 53665 members 
Mstep: Class 8 contains 214525 members 
Mstep: Class 9 contains 203450 members 
Mstep: Class 10 contains 11990 members 
Mstep: Class 11 contains 236453 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37586 members 
Mstep: Class 14 contains 41326 members 
Mstep: Class 15 contains 84672 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 18 contains 2875 members 
Mstep: Class 19 contains 75058 members 
Mstep: Class 20 contains 23649 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 197745 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183877728.000000 Penalty: 88612.250000
Iteration 77Q: 26 clusters Score -1.838777e+08 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 45665 members 
Mstep: Class 4 contains 19853 members 
Mstep: Class 5 contains 320900 members 
Mstep: Class 6 contains 8211 members 
Mstep: Class 7 contains 53703 members 
Mstep: Class 8 contains 214752 members 
Mstep: Class 9 contains 203154 members 
Mstep: Class 10 contains 11943 members 
Mstep: Class 11 contains 232765 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37747 members 
Mstep: Class 14 contains 42444 members 
Mstep: Class 15 contains 84658 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 74868 members 
Mstep: Class 20 contains 23837 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 199972 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183878704.000000 Penalty: 88612.250000
Iteration 78Q: 26 clusters Score -1.838787e+08 nChanged 12358
Entering ConstructFrom: 
Score: -183878704.000000 Penalty: 88612.250000
Entering ConstructFrom: 
Trying to split cluster 1 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -470748.093750 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -470748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -466755.125000 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -466755.1 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -467682.593750 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -467682.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -467925.843750 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -467925.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -468173.125000 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -468173.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -468478.000000 Penalty: 4133.301758
	Iteration 4F: 3 clusters Score -468478 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -468835.468750 Penalty: 4133.301758
	Iteration 5F: 3 clusters Score -468835.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -469288.687500 Penalty: 4133.301758
	Iteration 6F: 3 clusters Score -469288.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -469836.406250 Penalty: 4133.301758
	Iteration 7F: 3 clusters Score -469836.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -470440.406250 Penalty: 4133.301758
	Iteration 8F: 3 clusters Score -470440.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -470812.343750 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -470812.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -470944.343750 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -470944.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -470968.093750 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -470968.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -470976.531250 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -470976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -470982.625000 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -470982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -470985.250000 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -470985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -470986.843750 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -470986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -470987.437500 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -470987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -470987.125000 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -470987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -470987.125000 Penalty: 4133.301758
	Iteration 18F: 3 clusters Score -470987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 321056 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 1928 members 
Entering Unmasked Estep 
Score: -183876064.000000 Penalty: 92156.742188
Splitting cluster 1 changes total score from -183878704.000000 to -183876064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -538564.812500 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -538564.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -534023.562500 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -534023.6 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -535209.375000 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -535209.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -535616.562500 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -535616.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -536067.875000 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -536067.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -536467.437500 Penalty: 4233.181641
	Iteration 4F: 3 clusters Score -536467.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -536838.375000 Penalty: 4233.181641
	Iteration 5F: 3 clusters Score -536838.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -537160.875000 Penalty: 4233.181641
	Iteration 6F: 3 clusters Score -537160.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -537397.625000 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -537397.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -537574.500000 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -537574.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -537714.625000 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -537714.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -537810.375000 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -537810.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -537864.687500 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -537864.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -537899.250000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -537899.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -537931.562500 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -537931.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -537948.687500 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -537948.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -537961.437500 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -537961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -537969.750000 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -537969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -537976.687500 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -537976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -537978.875000 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -537978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -537981.125000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -537981.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -537984.687500 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -537984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -537985.937500 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -537985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -537990.250000 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -537990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -537992.750000 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -537992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -537992.687500 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -537992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -537993.625000 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -537993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -537994.250000 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -537994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -537994.250000 Penalty: 4233.181641
	Iteration 27F: 3 clusters Score -537994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Entering Unmasked Estep 
Score: -5405202.000000 Penalty: 2662.248779
	Iteration 0F: 2 clusters Score -5405202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5374289.000000 Penalty: 5324.497559
	Iteration 0F: 3 clusters Score -5374289 nChanged 21194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5385808.500000 Penalty: 5324.497559
	Iteration 1F: 3 clusters Score -5385808 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5386802.500000 Penalty: 5324.497559
	Iteration 2Q: 3 clusters Score -5386802 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -5388209.000000 Penalty: 5324.497559
	Iteration 3F: 3 clusters Score -5388209 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5390237.500000 Penalty: 5324.497559
	Iteration 4F: 3 clusters Score -5390238 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -5392910.000000 Penalty: 5324.497559
	Iteration 5F: 3 clusters Score -5392910 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -5395739.500000 Penalty: 5324.497559
	Iteration 6F: 3 clusters Score -5395740 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5398053.500000 Penalty: 5324.497559
	Iteration 7F: 3 clusters Score -5398054 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5399589.500000 Penalty: 5324.497559
	Iteration 8F: 3 clusters Score -5399590 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5400542.500000 Penalty: 5324.497559
	Iteration 9Q: 3 clusters Score -5400542 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5401260.500000 Penalty: 5324.497559
	Iteration 10Q: 3 clusters Score -5401260 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5401900.500000 Penalty: 5324.497559
	Iteration 11Q: 3 clusters Score -5401900 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -5402404.500000 Penalty: 5324.497559
	Iteration 12Q: 3 clusters Score -5402404 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5402865.000000 Penalty: 5324.497559
	Iteration 13Q: 3 clusters Score -5402865 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -5403212.000000 Penalty: 5324.497559
	Iteration 14Q: 3 clusters Score -5403212 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5403494.000000 Penalty: 5324.497559
	Iteration 15Q: 3 clusters Score -5403494 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5403730.000000 Penalty: 5324.497559
	Iteration 16Q: 3 clusters Score -5403730 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5403938.500000 Penalty: 5324.497559
	Iteration 17Q: 3 clusters Score -5403938 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5404086.500000 Penalty: 5324.497559
	Iteration 18Q: 3 clusters Score -5404086 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -5404193.500000 Penalty: 5324.497559
	Iteration 19Q: 3 clusters Score -5404194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5404304.500000 Penalty: 5324.497559
	Iteration 20F: 3 clusters Score -5404304 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -5404372.000000 Penalty: 5324.497559
	Iteration 21Q: 3 clusters Score -5404372 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5404419.500000 Penalty: 5324.497559
	Iteration 22Q: 3 clusters Score -5404420 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5404457.000000 Penalty: 5324.497559
	Iteration 23Q: 3 clusters Score -5404457 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -5404490.000000 Penalty: 5324.497559
	Iteration 24Q: 3 clusters Score -5404490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5404518.000000 Penalty: 5324.497559
	Iteration 25Q: 3 clusters Score -5404518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -5404506.500000 Penalty: 5324.497559
	Iteration 26Q: 3 clusters Score -5404506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5404505.000000 Penalty: 5324.497559
	Iteration 27Q: 3 clusters Score -5404505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5404525.500000 Penalty: 5324.497559
	Iteration 28Q: 3 clusters Score -5404526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -5404534.500000 Penalty: 5324.497559
	Iteration 29Q: 3 clusters Score -5404534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5404536.000000 Penalty: 5324.497559
	Iteration 30Q: 3 clusters Score -5404536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5404547.500000 Penalty: 5324.497559
	Iteration 31Q: 3 clusters Score -5404548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5404544.000000 Penalty: 5324.497559
	Iteration 32Q: 3 clusters Score -5404544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5404541.500000 Penalty: 5324.497559
	Iteration 33Q: 3 clusters Score -5404542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5404557.000000 Penalty: 5324.497559
	Iteration 34Q: 3 clusters Score -5404557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5404555.500000 Penalty: 5324.497559
	Iteration 35Q: 3 clusters Score -5404556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5404576.500000 Penalty: 5324.497559
	Iteration 36Q: 3 clusters Score -5404576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -5404576.500000 Penalty: 5324.497559
	Iteration 37Q: 3 clusters Score -5404576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5404575.000000 Penalty: 5324.497559
	Iteration 38Q: 3 clusters Score -5404575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5404576.500000 Penalty: 5324.497559
	Iteration 39Q: 3 clusters Score -5404576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5404582.500000 Penalty: 5324.497559
	Iteration 40F: 3 clusters Score -5404582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5404584.500000 Penalty: 5324.497559
	Iteration 41Q: 3 clusters Score -5404584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5404580.000000 Penalty: 5324.497559
	Iteration 42Q: 3 clusters Score -5404580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -5404584.500000 Penalty: 5324.497559
	Iteration 43Q: 3 clusters Score -5404584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5404586.500000 Penalty: 5324.497559
	Iteration 44Q: 3 clusters Score -5404586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5404581.500000 Penalty: 5324.497559
	Iteration 45Q: 3 clusters Score -5404582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5404578.000000 Penalty: 5324.497559
	Iteration 46Q: 3 clusters Score -5404578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5404580.000000 Penalty: 5324.497559
	Iteration 47Q: 3 clusters Score -5404580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5404576.000000 Penalty: 5324.497559
	Iteration 48Q: 3 clusters Score -5404576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5404573.500000 Penalty: 5324.497559
	Iteration 49Q: 3 clusters Score -5404574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5404573.500000 Penalty: 5324.497559
	Iteration 50F: 3 clusters Score -5404574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Entering Unmasked Estep 
Score: -2313150.500000 Penalty: 2454.747070
	Iteration 0F: 2 clusters Score -2313150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2299256.500000 Penalty: 4909.494141
	Iteration 0F: 3 clusters Score -2299256 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2303879.500000 Penalty: 4909.494141
	Iteration 1F: 3 clusters Score -2303880 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2304425.500000 Penalty: 4909.494141
	Iteration 2F: 3 clusters Score -2304426 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2304913.000000 Penalty: 4909.494141
	Iteration 3F: 3 clusters Score -2304913 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2305481.250000 Penalty: 4909.494141
	Iteration 4F: 3 clusters Score -2305481 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2306121.750000 Penalty: 4909.494141
	Iteration 5F: 3 clusters Score -2306122 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2306905.750000 Penalty: 4909.494141
	Iteration 6F: 3 clusters Score -2306906 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2307703.750000 Penalty: 4909.494141
	Iteration 7F: 3 clusters Score -2307704 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2308431.000000 Penalty: 4909.494141
	Iteration 8F: 3 clusters Score -2308431 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2309054.000000 Penalty: 4909.494141
	Iteration 9Q: 3 clusters Score -2309054 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2309585.500000 Penalty: 4909.494141
	Iteration 10Q: 3 clusters Score -2309586 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2310025.500000 Penalty: 4909.494141
	Iteration 11Q: 3 clusters Score -2310026 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2310367.000000 Penalty: 4909.494141
	Iteration 12Q: 3 clusters Score -2310367 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2310612.250000 Penalty: 4909.494141
	Iteration 13Q: 3 clusters Score -2310612 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2310768.750000 Penalty: 4909.494141
	Iteration 14Q: 3 clusters Score -2310769 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2310859.250000 Penalty: 4909.494141
	Iteration 15Q: 3 clusters Score -2310859 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2310910.750000 Penalty: 4909.494141
	Iteration 16Q: 3 clusters Score -2310911 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2310956.500000 Penalty: 4909.494141
	Iteration 17Q: 3 clusters Score -2310956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2310995.000000 Penalty: 4909.494141
	Iteration 18Q: 3 clusters Score -2310995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2311022.250000 Penalty: 4909.494141
	Iteration 19Q: 3 clusters Score -2311022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2311048.500000 Penalty: 4909.494141
	Iteration 20F: 3 clusters Score -2311048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2311068.500000 Penalty: 4909.494141
	Iteration 21Q: 3 clusters Score -2311068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2311076.500000 Penalty: 4909.494141
	Iteration 22Q: 3 clusters Score -2311076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2311082.500000 Penalty: 4909.494141
	Iteration 23Q: 3 clusters Score -2311082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2311091.250000 Penalty: 4909.494141
	Iteration 24Q: 3 clusters Score -2311091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2311099.250000 Penalty: 4909.494141
	Iteration 25Q: 3 clusters Score -2311099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2311108.250000 Penalty: 4909.494141
	Iteration 26Q: 3 clusters Score -2311108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2311110.250000 Penalty: 4909.494141
	Iteration 27Q: 3 clusters Score -2311110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2311116.750000 Penalty: 4909.494141
	Iteration 28Q: 3 clusters Score -2311117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2311122.250000 Penalty: 4909.494141
	Iteration 29Q: 3 clusters Score -2311122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2311123.250000 Penalty: 4909.494141
	Iteration 30Q: 3 clusters Score -2311123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2311127.750000 Penalty: 4909.494141
	Iteration 31Q: 3 clusters Score -2311128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2311136.000000 Penalty: 4909.494141
	Iteration 32Q: 3 clusters Score -2311136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2311136.750000 Penalty: 4909.494141
	Iteration 33Q: 3 clusters Score -2311137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2311136.750000 Penalty: 4909.494141
	Iteration 34Q: 3 clusters Score -2311137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2311135.750000 Penalty: 4909.494141
	Iteration 35Q: 3 clusters Score -2311136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2311135.500000 Penalty: 4909.494141
	Iteration 36Q: 3 clusters Score -2311136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2311139.750000 Penalty: 4909.494141
	Iteration 37Q: 3 clusters Score -2311140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2311142.000000 Penalty: 4909.494141
	Iteration 38Q: 3 clusters Score -2311142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2311140.750000 Penalty: 4909.494141
	Iteration 39Q: 3 clusters Score -2311141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2311139.750000 Penalty: 4909.494141
	Iteration 40F: 3 clusters Score -2311140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (321056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321056 members 
Entering Unmasked Estep 
Score: -37570024.000000 Penalty: 3144.483887
	Iteration 0F: 2 clusters Score -3.757002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160605 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -37374488.000000 Penalty: 6288.967773
	Iteration 0F: 3 clusters Score -3.737449e+07 nChanged 155114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160471 members 
Mstep: Class 2 contains 160585 members 
Entering Unmasked Estep 
Score: -37465316.000000 Penalty: 6288.967773
	Iteration 1F: 3 clusters Score -3.746532e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -37466260.000000 Penalty: 6288.967773
	Iteration 2Q: 3 clusters Score -3.746626e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -37467504.000000 Penalty: 6288.967773
	Iteration 3Q: 3 clusters Score -3.74675e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -37469096.000000 Penalty: 6288.967773
	Iteration 4Q: 3 clusters Score -3.74691e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158241 members 
Mstep: Class 2 contains 162815 members 
Entering Unmasked Estep 
Score: -37470824.000000 Penalty: 6288.967773
	Iteration 5Q: 3 clusters Score -3.747082e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -37473304.000000 Penalty: 6288.967773
	Iteration 6Q: 3 clusters Score -3.74733e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156015 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -37476736.000000 Penalty: 6288.967773
	Iteration 7Q: 3 clusters Score -3.747674e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 166168 members 
Entering Unmasked Estep 
Score: -37481440.000000 Penalty: 6288.967773
	Iteration 8Q: 3 clusters Score -3.748144e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -37488912.000000 Penalty: 6288.967773
	Iteration 9Q: 3 clusters Score -3.748891e+07 nChanged 17779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153068 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -37499504.000000 Penalty: 6288.967773
	Iteration 10F: 3 clusters Score -3.74995e+07 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 168538 members 
Entering Unmasked Estep 
Score: -37515592.000000 Penalty: 6288.967773
	Iteration 11F: 3 clusters Score -3.751559e+07 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -37532244.000000 Penalty: 6288.967773
	Iteration 12F: 3 clusters Score -3.753224e+07 nChanged 19789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -37544344.000000 Penalty: 6288.967773
	Iteration 13F: 3 clusters Score -3.754434e+07 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -37548976.000000 Penalty: 6288.967773
	Iteration 14Q: 3 clusters Score -3.754898e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -37551000.000000 Penalty: 6288.967773
	Iteration 15Q: 3 clusters Score -3.7551e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -37552624.000000 Penalty: 6288.967773
	Iteration 16Q: 3 clusters Score -3.755262e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 172133 members 
Entering Unmasked Estep 
Score: -37554308.000000 Penalty: 6288.967773
	Iteration 17Q: 3 clusters Score -3.755431e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 173832 members 
Entering Unmasked Estep 
Score: -37556020.000000 Penalty: 6288.967773
	Iteration 18Q: 3 clusters Score -3.755602e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -37558044.000000 Penalty: 6288.967773
	Iteration 19Q: 3 clusters Score -3.755804e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143064 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -37559932.000000 Penalty: 6288.967773
	Iteration 20F: 3 clusters Score -3.755993e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 180172 members 
Entering Unmasked Estep 
Score: -37561828.000000 Penalty: 6288.967773
	Iteration 21Q: 3 clusters Score -3.756183e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 182391 members 
Entering Unmasked Estep 
Score: -37563400.000000 Penalty: 6288.967773
	Iteration 22Q: 3 clusters Score -3.75634e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 184431 members 
Entering Unmasked Estep 
Score: -37564544.000000 Penalty: 6288.967773
	Iteration 23Q: 3 clusters Score -3.756454e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -37565324.000000 Penalty: 6288.967773
	Iteration 24Q: 3 clusters Score -3.756532e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 188660 members 
Entering Unmasked Estep 
Score: -37566108.000000 Penalty: 6288.967773
	Iteration 25Q: 3 clusters Score -3.756611e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130352 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -37566748.000000 Penalty: 6288.967773
	Iteration 26Q: 3 clusters Score -3.756675e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 192840 members 
Entering Unmasked Estep 
Score: -37567264.000000 Penalty: 6288.967773
	Iteration 27Q: 3 clusters Score -3.756726e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 194999 members 
Entering Unmasked Estep 
Score: -37567936.000000 Penalty: 6288.967773
	Iteration 28Q: 3 clusters Score -3.756794e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 197160 members 
Entering Unmasked Estep 
Score: -37568312.000000 Penalty: 6288.967773
	Iteration 29Q: 3 clusters Score -3.756831e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 199321 members 
Entering Unmasked Estep 
Score: -37568572.000000 Penalty: 6288.967773
	Iteration 30Q: 3 clusters Score -3.756857e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -37568756.000000 Penalty: 6288.967773
	Iteration 31Q: 3 clusters Score -3.756876e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117288 members 
Mstep: Class 2 contains 203768 members 
Entering Unmasked Estep 
Score: -37568968.000000 Penalty: 6288.967773
	Iteration 32Q: 3 clusters Score -3.756897e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 206010 members 
Entering Unmasked Estep 
Score: -37569032.000000 Penalty: 6288.967773
	Iteration 33Q: 3 clusters Score -3.756903e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112868 members 
Mstep: Class 2 contains 208188 members 
Entering Unmasked Estep 
Score: -37569264.000000 Penalty: 6288.967773
	Iteration 34Q: 3 clusters Score -3.756926e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 210278 members 
Entering Unmasked Estep 
Score: -37569296.000000 Penalty: 6288.967773
	Iteration 35Q: 3 clusters Score -3.75693e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 212325 members 
Entering Unmasked Estep 
Score: -37569368.000000 Penalty: 6288.967773
	Iteration 36Q: 3 clusters Score -3.756937e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 214368 members 
Entering Unmasked Estep 
Score: -37569520.000000 Penalty: 6288.967773
	Iteration 37Q: 3 clusters Score -3.756952e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104694 members 
Mstep: Class 2 contains 216362 members 
Entering Unmasked Estep 
Score: -37569636.000000 Penalty: 6288.967773
	Iteration 38Q: 3 clusters Score -3.756964e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 218217 members 
Entering Unmasked Estep 
Score: -37569728.000000 Penalty: 6288.967773
	Iteration 39Q: 3 clusters Score -3.756973e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 219989 members 
Entering Unmasked Estep 
Score: -37569956.000000 Penalty: 6288.967773
	Iteration 40F: 3 clusters Score -3.756996e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 221764 members 
Entering Unmasked Estep 
Score: -37570196.000000 Penalty: 6288.967773
	Iteration 41Q: 3 clusters Score -3.75702e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 223529 members 
Entering Unmasked Estep 
Score: -37570296.000000 Penalty: 6288.967773
	Iteration 42Q: 3 clusters Score -3.75703e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 225218 members 
Entering Unmasked Estep 
Score: -37570572.000000 Penalty: 6288.967773
	Iteration 43Q: 3 clusters Score -3.757057e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 226832 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3.757087e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 228410 members 
Entering Unmasked Estep 
Score: -37571036.000000 Penalty: 6288.967773
	Iteration 45Q: 3 clusters Score -3.757104e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 229921 members 
Entering Unmasked Estep 
Score: -37571292.000000 Penalty: 6288.967773
	Iteration 46Q: 3 clusters Score -3.757129e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 231356 members 
Entering Unmasked Estep 
Score: -37571600.000000 Penalty: 6288.967773
	Iteration 47Q: 3 clusters Score -3.75716e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 232715 members 
Entering Unmasked Estep 
Score: -37571648.000000 Penalty: 6288.967773
	Iteration 48Q: 3 clusters Score -3.757165e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 234019 members 
Entering Unmasked Estep 
Score: -37571876.000000 Penalty: 6288.967773
	Iteration 49Q: 3 clusters Score -3.757188e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Mstep: Class 2 contains 235354 members 
Entering Unmasked Estep 
Score: -37571840.000000 Penalty: 6288.967773
	Iteration 50Q: 3 clusters Score -3.757184e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 236646 members 
Entering Unmasked Estep 
Score: -37571948.000000 Penalty: 6288.967773
	Iteration 51Q: 3 clusters Score -3.757195e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 237864 members 
Entering Unmasked Estep 
Score: -37571972.000000 Penalty: 6288.967773
	Iteration 52Q: 3 clusters Score -3.757197e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 239062 members 
Entering Unmasked Estep 
Score: -37572164.000000 Penalty: 6288.967773
	Iteration 53Q: 3 clusters Score -3.757216e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 240182 members 
Entering Unmasked Estep 
Score: -37572208.000000 Penalty: 6288.967773
	Iteration 54Q: 3 clusters Score -3.757221e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 241276 members 
Entering Unmasked Estep 
Score: -37572320.000000 Penalty: 6288.967773
	Iteration 55Q: 3 clusters Score -3.757232e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 242329 members 
Entering Unmasked Estep 
Score: -37572336.000000 Penalty: 6288.967773
	Iteration 56Q: 3 clusters Score -3.757234e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 243382 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3.757235e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 244366 members 
Entering Unmasked Estep 
Score: -37572488.000000 Penalty: 6288.967773
	Iteration 58Q: 3 clusters Score -3.757249e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 245297 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3.757239e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 246181 members 
Entering Unmasked Estep 
Score: -37572424.000000 Penalty: 6288.967773
	Iteration 60F: 3 clusters Score -3.757242e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 247059 members 
Entering Unmasked Estep 
Score: -37572476.000000 Penalty: 6288.967773
	Iteration 61Q: 3 clusters Score -3.757248e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 247883 members 
Entering Unmasked Estep 
Score: -37572552.000000 Penalty: 6288.967773
	Iteration 62Q: 3 clusters Score -3.757255e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 248733 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3.757258e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 249500 members 
Entering Unmasked Estep 
Score: -37572612.000000 Penalty: 6288.967773
	Iteration 64Q: 3 clusters Score -3.757261e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 250245 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3.757259e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 251009 members 
Entering Unmasked Estep 
Score: -37572528.000000 Penalty: 6288.967773
	Iteration 66Q: 3 clusters Score -3.757253e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 251730 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.757266e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 252451 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3.757278e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 253162 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3.757278e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 253884 members 
Entering Unmasked Estep 
Score: -37572824.000000 Penalty: 6288.967773
	Iteration 70Q: 3 clusters Score -3.757282e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 254586 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.75729e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 255257 members 
Entering Unmasked Estep 
Score: -37572960.000000 Penalty: 6288.967773
	Iteration 72Q: 3 clusters Score -3.757296e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 255904 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6288.967773
	Iteration 73Q: 3 clusters Score -3.757298e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 256528 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3.757297e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 257098 members 
Entering Unmasked Estep 
Score: -37573032.000000 Penalty: 6288.967773
	Iteration 75Q: 3 clusters Score -3.757303e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 257681 members 
Entering Unmasked Estep 
Score: -37573040.000000 Penalty: 6288.967773
	Iteration 76Q: 3 clusters Score -3.757304e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 258229 members 
Entering Unmasked Estep 
Score: -37573076.000000 Penalty: 6288.967773
	Iteration 77Q: 3 clusters Score -3.757308e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 258733 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3.757309e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 259234 members 
Entering Unmasked Estep 
Score: -37573044.000000 Penalty: 6288.967773
	Iteration 79Q: 3 clusters Score -3.757304e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 259743 members 
Entering Unmasked Estep 
Score: -37572996.000000 Penalty: 6288.967773
	Iteration 80F: 3 clusters Score -3.7573e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 260241 members 
Entering Unmasked Estep 
Score: -37573036.000000 Penalty: 6288.967773
	Iteration 81Q: 3 clusters Score -3.757304e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 260707 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3.757308e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 261165 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.757308e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 261608 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3.757307e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 262043 members 
Entering Unmasked Estep 
Score: -37573020.000000 Penalty: 6288.967773
	Iteration 85Q: 3 clusters Score -3.757302e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 262478 members 
Entering Unmasked Estep 
Score: -37573016.000000 Penalty: 6288.967773
	Iteration 86Q: 3 clusters Score -3.757302e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 262918 members 
Entering Unmasked Estep 
Score: -37573048.000000 Penalty: 6288.967773
	Iteration 87Q: 3 clusters Score -3.757305e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 263348 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.757304e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 263762 members 
Entering Unmasked Estep 
Score: -37573112.000000 Penalty: 6288.967773
	Iteration 89Q: 3 clusters Score -3.757311e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 264132 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.757304e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 264498 members 
Entering Unmasked Estep 
Score: -37573080.000000 Penalty: 6288.967773
	Iteration 91Q: 3 clusters Score -3.757308e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 264837 members 
Entering Unmasked Estep 
Score: -37573052.000000 Penalty: 6288.967773
	Iteration 92Q: 3 clusters Score -3.757305e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 265170 members 
Entering Unmasked Estep 
Score: -37573092.000000 Penalty: 6288.967773
	Iteration 93Q: 3 clusters Score -3.757309e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 265482 members 
Entering Unmasked Estep 
Score: -37573040.000000 Penalty: 6288.967773
	Iteration 94Q: 3 clusters Score -3.757304e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 265775 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.757305e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 266049 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.757302e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 266284 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.757289e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 266518 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.757292e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 266730 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.757292e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 266942 members 
Entering Unmasked Estep 
Score: -37573012.000000 Penalty: 6288.967773
	Iteration 100F: 3 clusters Score -3.757301e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 267136 members 
Entering Unmasked Estep 
Score: -37573012.000000 Penalty: 6288.967773
	Iteration 101Q: 3 clusters Score -3.757301e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 267314 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.757301e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 267491 members 
Entering Unmasked Estep 
Score: -37572992.000000 Penalty: 6288.967773
	Iteration 103Q: 3 clusters Score -3.757299e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 267684 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.757304e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 267888 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.757291e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 268115 members 
Entering Unmasked Estep 
Score: -37572936.000000 Penalty: 6288.967773
	Iteration 106Q: 3 clusters Score -3.757294e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 268313 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6288.967773
	Iteration 107Q: 3 clusters Score -3.757298e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 268494 members 
Entering Unmasked Estep 
Score: -37573028.000000 Penalty: 6288.967773
	Iteration 108Q: 3 clusters Score -3.757303e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 268688 members 
Entering Unmasked Estep 
Score: -37573064.000000 Penalty: 6288.967773
	Iteration 109Q: 3 clusters Score -3.757306e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 268863 members 
Entering Unmasked Estep 
Score: -37573132.000000 Penalty: 6288.967773
	Iteration 110Q: 3 clusters Score -3.757313e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 269036 members 
Entering Unmasked Estep 
Score: -37573116.000000 Penalty: 6288.967773
	Iteration 111Q: 3 clusters Score -3.757312e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 269212 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.757312e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 269390 members 
Entering Unmasked Estep 
Score: -37573124.000000 Penalty: 6288.967773
	Iteration 113Q: 3 clusters Score -3.757312e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 269572 members 
Entering Unmasked Estep 
Score: -37573152.000000 Penalty: 6288.967773
	Iteration 114Q: 3 clusters Score -3.757315e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 269747 members 
Entering Unmasked Estep 
Score: -37573168.000000 Penalty: 6288.967773
	Iteration 115Q: 3 clusters Score -3.757317e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 269899 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.757312e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 270054 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.75731e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 270198 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.757311e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 270341 members 
Entering Unmasked Estep 
Score: -37573140.000000 Penalty: 6288.967773
	Iteration 119Q: 3 clusters Score -3.757314e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 270494 members 
Entering Unmasked Estep 
Score: -37573144.000000 Penalty: 6288.967773
	Iteration 120F: 3 clusters Score -3.757314e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 270630 members 
Entering Unmasked Estep 
Score: -37573136.000000 Penalty: 6288.967773
	Iteration 121Q: 3 clusters Score -3.757314e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 270750 members 
Entering Unmasked Estep 
Score: -37573160.000000 Penalty: 6288.967773
	Iteration 122Q: 3 clusters Score -3.757316e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 270872 members 
Entering Unmasked Estep 
Score: -37573148.000000 Penalty: 6288.967773
	Iteration 123Q: 3 clusters Score -3.757315e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 270983 members 
Entering Unmasked Estep 
Score: -37573128.000000 Penalty: 6288.967773
	Iteration 124Q: 3 clusters Score -3.757313e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 271075 members 
Entering Unmasked Estep 
Score: -37573164.000000 Penalty: 6288.967773
	Iteration 125Q: 3 clusters Score -3.757316e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 271179 members 
Entering Unmasked Estep 
Score: -37573160.000000 Penalty: 6288.967773
	Iteration 126Q: 3 clusters Score -3.757316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 271269 members 
Entering Unmasked Estep 
Score: -37573088.000000 Penalty: 6288.967773
	Iteration 127Q: 3 clusters Score -3.757309e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 271360 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.757305e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 271442 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.757305e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 271512 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.757305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 271561 members 
Entering Unmasked Estep 
Score: -37573072.000000 Penalty: 6288.967773
	Iteration 131Q: 3 clusters Score -3.757307e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 271615 members 
Entering Unmasked Estep 
Score: -37573044.000000 Penalty: 6288.967773
	Iteration 132Q: 3 clusters Score -3.757304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 271671 members 
Entering Unmasked Estep 
Score: -37572992.000000 Penalty: 6288.967773
	Iteration 133Q: 3 clusters Score -3.757299e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 271731 members 
Entering Unmasked Estep 
Score: -37572992.000000 Penalty: 6288.967773
	Iteration 134Q: 3 clusters Score -3.757299e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 271791 members 
Entering Unmasked Estep 
Score: -37573028.000000 Penalty: 6288.967773
	Iteration 135Q: 3 clusters Score -3.757303e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 271844 members 
Entering Unmasked Estep 
Score: -37573032.000000 Penalty: 6288.967773
	Iteration 136Q: 3 clusters Score -3.757303e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 271908 members 
Entering Unmasked Estep 
Score: -37573044.000000 Penalty: 6288.967773
	Iteration 137Q: 3 clusters Score -3.757304e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 271971 members 
Entering Unmasked Estep 
Score: -37573024.000000 Penalty: 6288.967773
	Iteration 138Q: 3 clusters Score -3.757302e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 272019 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 139Q: 3 clusters Score -3.757298e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 272074 members 
Entering Unmasked Estep 
Score: -37573004.000000 Penalty: 6288.967773
	Iteration 140F: 3 clusters Score -3.7573e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 272126 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 141Q: 3 clusters Score -3.757298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 272171 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 142Q: 3 clusters Score -3.757298e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 272216 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 143Q: 3 clusters Score -3.757298e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 272266 members 
Entering Unmasked Estep 
Score: -37572972.000000 Penalty: 6288.967773
	Iteration 144Q: 3 clusters Score -3.757297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 272310 members 
Entering Unmasked Estep 
Score: -37572944.000000 Penalty: 6288.967773
	Iteration 145Q: 3 clusters Score -3.757294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 272360 members 
Entering Unmasked Estep 
Score: -37572956.000000 Penalty: 6288.967773
	Iteration 146Q: 3 clusters Score -3.757296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 272413 members 
Entering Unmasked Estep 
Score: -37572960.000000 Penalty: 6288.967773
	Iteration 147Q: 3 clusters Score -3.757296e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 272459 members 
Entering Unmasked Estep 
Score: -37572956.000000 Penalty: 6288.967773
	Iteration 148Q: 3 clusters Score -3.757296e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 272510 members 
Entering Unmasked Estep 
Score: -37572968.000000 Penalty: 6288.967773
	Iteration 149Q: 3 clusters Score -3.757297e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 272553 members 
Entering Unmasked Estep 
Score: -37572964.000000 Penalty: 6288.967773
	Iteration 150Q: 3 clusters Score -3.757296e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 272596 members 
Entering Unmasked Estep 
Score: -37572976.000000 Penalty: 6288.967773
	Iteration 151Q: 3 clusters Score -3.757298e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 272638 members 
Entering Unmasked Estep 
Score: -37572992.000000 Penalty: 6288.967773
	Iteration 152Q: 3 clusters Score -3.757299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 272680 members 
Entering Unmasked Estep 
Score: -37572952.000000 Penalty: 6288.967773
	Iteration 153Q: 3 clusters Score -3.757295e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 272721 members 
Entering Unmasked Estep 
Score: -37572936.000000 Penalty: 6288.967773
	Iteration 154Q: 3 clusters Score -3.757294e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 272761 members 
Entering Unmasked Estep 
Score: -37572968.000000 Penalty: 6288.967773
	Iteration 155Q: 3 clusters Score -3.757297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 272800 members 
Entering Unmasked Estep 
Score: -37572968.000000 Penalty: 6288.967773
	Iteration 156Q: 3 clusters Score -3.757297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 272832 members 
Entering Unmasked Estep 
Score: -37572968.000000 Penalty: 6288.967773
	Iteration 157Q: 3 clusters Score -3.757297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 272865 members 
Entering Unmasked Estep 
Score: -37572932.000000 Penalty: 6288.967773
	Iteration 158Q: 3 clusters Score -3.757293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 272892 members 
Entering Unmasked Estep 
Score: -37572924.000000 Penalty: 6288.967773
	Iteration 159Q: 3 clusters Score -3.757292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 272924 members 
Entering Unmasked Estep 
Score: -37572924.000000 Penalty: 6288.967773
	Iteration 160F: 3 clusters Score -3.757292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 272949 members 
Entering Unmasked Estep 
Score: -37572908.000000 Penalty: 6288.967773
	Iteration 161Q: 3 clusters Score -3.757291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 272975 members 
Entering Unmasked Estep 
Score: -37572940.000000 Penalty: 6288.967773
	Iteration 162Q: 3 clusters Score -3.757294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 273006 members 
Entering Unmasked Estep 
Score: -37572956.000000 Penalty: 6288.967773
	Iteration 163Q: 3 clusters Score -3.757296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 273036 members 
Entering Unmasked Estep 
Score: -37572960.000000 Penalty: 6288.967773
	Iteration 164Q: 3 clusters Score -3.757296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 273053 members 
Entering Unmasked Estep 
Score: -37572948.000000 Penalty: 6288.967773
	Iteration 165Q: 3 clusters Score -3.757295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 273066 members 
Entering Unmasked Estep 
Score: -37572948.000000 Penalty: 6288.967773
	Iteration 166Q: 3 clusters Score -3.757295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 273077 members 
Entering Unmasked Estep 
Score: -37572936.000000 Penalty: 6288.967773
	Iteration 167Q: 3 clusters Score -3.757294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 273093 members 
Entering Unmasked Estep 
Score: -37572940.000000 Penalty: 6288.967773
	Iteration 168Q: 3 clusters Score -3.757294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 273103 members 
Entering Unmasked Estep 
Score: -37572952.000000 Penalty: 6288.967773
	Iteration 169Q: 3 clusters Score -3.757295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 273113 members 
Entering Unmasked Estep 
Score: -37572952.000000 Penalty: 6288.967773
	Iteration 170Q: 3 clusters Score -3.757295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 273122 members 
Entering Unmasked Estep 
Score: -37572944.000000 Penalty: 6288.967773
	Iteration 171Q: 3 clusters Score -3.757294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 273135 members 
Entering Unmasked Estep 
Score: -37572940.000000 Penalty: 6288.967773
	Iteration 172Q: 3 clusters Score -3.757294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 273151 members 
Entering Unmasked Estep 
Score: -37572948.000000 Penalty: 6288.967773
	Iteration 173Q: 3 clusters Score -3.757295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 273162 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6288.967773
	Iteration 174Q: 3 clusters Score -3.757298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 273169 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6288.967773
	Iteration 175Q: 3 clusters Score -3.757298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 273180 members 
Entering Unmasked Estep 
Score: -37572956.000000 Penalty: 6288.967773
	Iteration 176Q: 3 clusters Score -3.757296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 273194 members 
Entering Unmasked Estep 
Score: -37572968.000000 Penalty: 6288.967773
	Iteration 177Q: 3 clusters Score -3.757297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 273211 members 
Entering Unmasked Estep 
Score: -37572960.000000 Penalty: 6288.967773
	Iteration 178Q: 3 clusters Score -3.757296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 273231 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6288.967773
	Iteration 179Q: 3 clusters Score -3.757298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 273243 members 
Entering Unmasked Estep 
Score: -37572976.000000 Penalty: 6288.967773
	Iteration 180F: 3 clusters Score -3.757298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 273252 members 
Entering Unmasked Estep 
Score: -37572964.000000 Penalty: 6288.967773
	Iteration 181Q: 3 clusters Score -3.757296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 273257 members 
Entering Unmasked Estep 
Score: -37572976.000000 Penalty: 6288.967773
	Iteration 182Q: 3 clusters Score -3.757298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 273259 members 
Entering Unmasked Estep 
Score: -37572988.000000 Penalty: 6288.967773
	Iteration 183Q: 3 clusters Score -3.757299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 273261 members 
Entering Unmasked Estep 
Score: -37572968.000000 Penalty: 6288.967773
	Iteration 184Q: 3 clusters Score -3.757297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 273262 members 
Entering Unmasked Estep 
Score: -37572972.000000 Penalty: 6288.967773
	Iteration 185Q: 3 clusters Score -3.757297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 273263 members 
Entering Unmasked Estep 
Score: -37572980.000000 Penalty: 6288.967773
	Iteration 186Q: 3 clusters Score -3.757298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 273264 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 187Q: 3 clusters Score -3.757298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 273266 members 
Entering Unmasked Estep 
Score: -37572988.000000 Penalty: 6288.967773
	Iteration 188Q: 3 clusters Score -3.757299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 273268 members 
Entering Unmasked Estep 
Score: -37572988.000000 Penalty: 6288.967773
	Iteration 189Q: 3 clusters Score -3.757299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 273271 members 
Entering Unmasked Estep 
Score: -37572988.000000 Penalty: 6288.967773
	Iteration 190Q: 3 clusters Score -3.757299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 273273 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 191Q: 3 clusters Score -3.757298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 273275 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 192Q: 3 clusters Score -3.757298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 273278 members 
Entering Unmasked Estep 
Score: -37572984.000000 Penalty: 6288.967773
	Iteration 193Q: 3 clusters Score -3.757298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 273281 members 
Entering Unmasked Estep 
Score: -37572992.000000 Penalty: 6288.967773
	Iteration 194Q: 3 clusters Score -3.757299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 273282 members 
Entering Unmasked Estep 
Score: -37572992.000000 Penalty: 6288.967773
	Iteration 195Q: 3 clusters Score -3.757299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 273283 members 
Entering Unmasked Estep 
Score: -37572988.000000 Penalty: 6288.967773
	Iteration 196Q: 3 clusters Score -3.757299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 273285 members 
Entering Unmasked Estep 
Score: -37572996.000000 Penalty: 6288.967773
	Iteration 197Q: 3 clusters Score -3.7573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 273285 members 
Entering Unmasked Estep 
Score: -37572996.000000 Penalty: 6288.967773
	Iteration 198F: 3 clusters Score -3.7573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 273285 members 
Entering Unmasked Estep 
Score: -183882160.000000 Penalty: 92156.742188
Splitting cluster 5 changes total score from -183878704.000000 to -183882160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (8209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Entering Unmasked Estep 
Score: -911329.187500 Penalty: 2235.220459
	Iteration 0F: 2 clusters Score -911329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -904816.437500 Penalty: 4470.440918
	Iteration 0F: 3 clusters Score -904816.4 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -906662.062500 Penalty: 4470.440918
	Iteration 1F: 3 clusters Score -906662.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -906989.562500 Penalty: 4470.440918
	Iteration 2F: 3 clusters Score -906989.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -907324.250000 Penalty: 4470.440918
	Iteration 3F: 3 clusters Score -907324.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -907694.687500 Penalty: 4470.440918
	Iteration 4F: 3 clusters Score -907694.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -908068.625000 Penalty: 4470.440918
	Iteration 5F: 3 clusters Score -908068.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -908429.875000 Penalty: 4470.440918
	Iteration 6F: 3 clusters Score -908429.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -908771.000000 Penalty: 4470.440918
	Iteration 7F: 3 clusters Score -908771 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -909048.312500 Penalty: 4470.440918
	Iteration 8F: 3 clusters Score -909048.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -909259.000000 Penalty: 4470.440918
	Iteration 9Q: 3 clusters Score -909259 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -909437.562500 Penalty: 4470.440918
	Iteration 10Q: 3 clusters Score -909437.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -909609.250000 Penalty: 4470.440918
	Iteration 11Q: 3 clusters Score -909609.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -909757.062500 Penalty: 4470.440918
	Iteration 12Q: 3 clusters Score -909757.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -909873.500000 Penalty: 4470.440918
	Iteration 13Q: 3 clusters Score -909873.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -909946.875000 Penalty: 4470.440918
	Iteration 14Q: 3 clusters Score -909946.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -910011.937500 Penalty: 4470.440918
	Iteration 15Q: 3 clusters Score -910011.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -910060.875000 Penalty: 4470.440918
	Iteration 16Q: 3 clusters Score -910060.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -910102.250000 Penalty: 4470.440918
	Iteration 17Q: 3 clusters Score -910102.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -910138.750000 Penalty: 4470.440918
	Iteration 18Q: 3 clusters Score -910138.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -910168.437500 Penalty: 4470.440918
	Iteration 19Q: 3 clusters Score -910168.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -910192.250000 Penalty: 4470.440918
	Iteration 20F: 3 clusters Score -910192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -910204.000000 Penalty: 4470.440918
	Iteration 21Q: 3 clusters Score -910204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -910220.687500 Penalty: 4470.440918
	Iteration 22Q: 3 clusters Score -910220.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -910231.687500 Penalty: 4470.440918
	Iteration 23Q: 3 clusters Score -910231.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -910242.312500 Penalty: 4470.440918
	Iteration 24Q: 3 clusters Score -910242.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -910253.312500 Penalty: 4470.440918
	Iteration 25Q: 3 clusters Score -910253.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -910259.437500 Penalty: 4470.440918
	Iteration 26Q: 3 clusters Score -910259.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -910269.312500 Penalty: 4470.440918
	Iteration 27Q: 3 clusters Score -910269.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -910283.687500 Penalty: 4470.440918
	Iteration 28Q: 3 clusters Score -910283.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -910292.625000 Penalty: 4470.440918
	Iteration 29Q: 3 clusters Score -910292.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -910303.500000 Penalty: 4470.440918
	Iteration 30Q: 3 clusters Score -910303.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -910316.062500 Penalty: 4470.440918
	Iteration 31Q: 3 clusters Score -910316.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -910327.437500 Penalty: 4470.440918
	Iteration 32Q: 3 clusters Score -910327.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -910334.000000 Penalty: 4470.440918
	Iteration 33Q: 3 clusters Score -910334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -910348.000000 Penalty: 4470.440918
	Iteration 34Q: 3 clusters Score -910348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -910356.312500 Penalty: 4470.440918
	Iteration 35Q: 3 clusters Score -910356.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -910359.562500 Penalty: 4470.440918
	Iteration 36Q: 3 clusters Score -910359.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -910367.312500 Penalty: 4470.440918
	Iteration 37Q: 3 clusters Score -910367.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -910373.562500 Penalty: 4470.440918
	Iteration 38Q: 3 clusters Score -910373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -910377.562500 Penalty: 4470.440918
	Iteration 39Q: 3 clusters Score -910377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -910383.375000 Penalty: 4470.440918
	Iteration 40F: 3 clusters Score -910383.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -910386.625000 Penalty: 4470.440918
	Iteration 41Q: 3 clusters Score -910386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -910388.687500 Penalty: 4470.440918
	Iteration 42Q: 3 clusters Score -910388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -910389.687500 Penalty: 4470.440918
	Iteration 43Q: 3 clusters Score -910389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -910391.937500 Penalty: 4470.440918
	Iteration 44Q: 3 clusters Score -910391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -910392.125000 Penalty: 4470.440918
	Iteration 45Q: 3 clusters Score -910392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -910394.125000 Penalty: 4470.440918
	Iteration 46Q: 3 clusters Score -910394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -910394.750000 Penalty: 4470.440918
	Iteration 47Q: 3 clusters Score -910394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -910395.437500 Penalty: 4470.440918
	Iteration 48Q: 3 clusters Score -910395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -910395.812500 Penalty: 4470.440918
	Iteration 49Q: 3 clusters Score -910395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -910395.625000 Penalty: 4470.440918
	Iteration 50Q: 3 clusters Score -910395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -910395.812500 Penalty: 4470.440918
	Iteration 51Q: 3 clusters Score -910395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -910396.500000 Penalty: 4470.440918
	Iteration 52Q: 3 clusters Score -910396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -910395.562500 Penalty: 4470.440918
	Iteration 53Q: 3 clusters Score -910395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -910396.875000 Penalty: 4470.440918
	Iteration 54Q: 3 clusters Score -910396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -910397.625000 Penalty: 4470.440918
	Iteration 55Q: 3 clusters Score -910397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -910397.687500 Penalty: 4470.440918
	Iteration 56Q: 3 clusters Score -910397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -910397.875000 Penalty: 4470.440918
	Iteration 57Q: 3 clusters Score -910397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -910399.500000 Penalty: 4470.440918
	Iteration 58Q: 3 clusters Score -910399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -910398.562500 Penalty: 4470.440918
	Iteration 59Q: 3 clusters Score -910398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -910398.500000 Penalty: 4470.440918
	Iteration 60F: 3 clusters Score -910398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Entering Unmasked Estep 
Score: -6390185.000000 Penalty: 2701.203613
	Iteration 0F: 2 clusters Score -6390185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6353974.500000 Penalty: 5402.407227
	Iteration 0F: 3 clusters Score -6353974 nChanged 24958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6367730.000000 Penalty: 5402.407227
	Iteration 1F: 3 clusters Score -6367730 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -6368194.500000 Penalty: 5402.407227
	Iteration 2Q: 3 clusters Score -6368194 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6368584.000000 Penalty: 5402.407227
	Iteration 3Q: 3 clusters Score -6368584 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6369014.500000 Penalty: 5402.407227
	Iteration 4Q: 3 clusters Score -6369014 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6369449.000000 Penalty: 5402.407227
	Iteration 5Q: 3 clusters Score -6369449 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -6369959.000000 Penalty: 5402.407227
	Iteration 6Q: 3 clusters Score -6369959 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6370567.500000 Penalty: 5402.407227
	Iteration 7Q: 3 clusters Score -6370568 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -6371318.500000 Penalty: 5402.407227
	Iteration 8Q: 3 clusters Score -6371318 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6372446.000000 Penalty: 5402.407227
	Iteration 9Q: 3 clusters Score -6372446 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -6374147.000000 Penalty: 5402.407227
	Iteration 10F: 3 clusters Score -6374147 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6376362.500000 Penalty: 5402.407227
	Iteration 11F: 3 clusters Score -6376362 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -6378549.000000 Penalty: 5402.407227
	Iteration 12F: 3 clusters Score -6378549 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -6380008.500000 Penalty: 5402.407227
	Iteration 13F: 3 clusters Score -6380008 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -6380796.500000 Penalty: 5402.407227
	Iteration 14Q: 3 clusters Score -6380796 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -6381260.000000 Penalty: 5402.407227
	Iteration 15Q: 3 clusters Score -6381260 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -6381653.000000 Penalty: 5402.407227
	Iteration 16Q: 3 clusters Score -6381653 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -6382002.500000 Penalty: 5402.407227
	Iteration 17Q: 3 clusters Score -6382002 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -6382369.500000 Penalty: 5402.407227
	Iteration 18Q: 3 clusters Score -6382370 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -6382754.000000 Penalty: 5402.407227
	Iteration 19Q: 3 clusters Score -6382754 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -6383129.000000 Penalty: 5402.407227
	Iteration 20F: 3 clusters Score -6383129 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -6383524.500000 Penalty: 5402.407227
	Iteration 21Q: 3 clusters Score -6383524 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -6383866.000000 Penalty: 5402.407227
	Iteration 22Q: 3 clusters Score -6383866 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -6384202.500000 Penalty: 5402.407227
	Iteration 23Q: 3 clusters Score -6384202 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -6384507.500000 Penalty: 5402.407227
	Iteration 24Q: 3 clusters Score -6384508 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -6384770.000000 Penalty: 5402.407227
	Iteration 25Q: 3 clusters Score -6384770 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6385032.000000 Penalty: 5402.407227
	Iteration 26Q: 3 clusters Score -6385032 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -6385284.500000 Penalty: 5402.407227
	Iteration 27Q: 3 clusters Score -6385284 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6385527.500000 Penalty: 5402.407227
	Iteration 28Q: 3 clusters Score -6385528 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -6385726.500000 Penalty: 5402.407227
	Iteration 29Q: 3 clusters Score -6385726 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -6385912.500000 Penalty: 5402.407227
	Iteration 30Q: 3 clusters Score -6385912 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -6386044.500000 Penalty: 5402.407227
	Iteration 31Q: 3 clusters Score -6386044 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6386198.500000 Penalty: 5402.407227
	Iteration 32Q: 3 clusters Score -6386198 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6386329.000000 Penalty: 5402.407227
	Iteration 33Q: 3 clusters Score -6386329 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6386485.000000 Penalty: 5402.407227
	Iteration 34Q: 3 clusters Score -6386485 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6386611.500000 Penalty: 5402.407227
	Iteration 35Q: 3 clusters Score -6386612 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -6386735.000000 Penalty: 5402.407227
	Iteration 36Q: 3 clusters Score -6386735 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -6386845.500000 Penalty: 5402.407227
	Iteration 37Q: 3 clusters Score -6386846 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -6386951.000000 Penalty: 5402.407227
	Iteration 38Q: 3 clusters Score -6386951 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -6387056.000000 Penalty: 5402.407227
	Iteration 39Q: 3 clusters Score -6387056 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6387166.000000 Penalty: 5402.407227
	Iteration 40F: 3 clusters Score -6387166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6387269.500000 Penalty: 5402.407227
	Iteration 41Q: 3 clusters Score -6387270 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6387353.500000 Penalty: 5402.407227
	Iteration 42Q: 3 clusters Score -6387354 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6387445.500000 Penalty: 5402.407227
	Iteration 43Q: 3 clusters Score -6387446 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6387535.500000 Penalty: 5402.407227
	Iteration 44Q: 3 clusters Score -6387536 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -6387615.500000 Penalty: 5402.407227
	Iteration 45Q: 3 clusters Score -6387616 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6387676.500000 Penalty: 5402.407227
	Iteration 46Q: 3 clusters Score -6387676 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6387740.500000 Penalty: 5402.407227
	Iteration 47Q: 3 clusters Score -6387740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -6387776.500000 Penalty: 5402.407227
	Iteration 48Q: 3 clusters Score -6387776 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6387813.500000 Penalty: 5402.407227
	Iteration 49Q: 3 clusters Score -6387814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -6387864.000000 Penalty: 5402.407227
	Iteration 50Q: 3 clusters Score -6387864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -6387903.500000 Penalty: 5402.407227
	Iteration 51Q: 3 clusters Score -6387904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -6387942.500000 Penalty: 5402.407227
	Iteration 52Q: 3 clusters Score -6387942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -6387984.000000 Penalty: 5402.407227
	Iteration 53Q: 3 clusters Score -6387984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -6388018.000000 Penalty: 5402.407227
	Iteration 54Q: 3 clusters Score -6388018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6388047.500000 Penalty: 5402.407227
	Iteration 55Q: 3 clusters Score -6388048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -6388063.500000 Penalty: 5402.407227
	Iteration 56Q: 3 clusters Score -6388064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6388078.000000 Penalty: 5402.407227
	Iteration 57Q: 3 clusters Score -6388078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -6388108.500000 Penalty: 5402.407227
	Iteration 58Q: 3 clusters Score -6388108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6388132.500000 Penalty: 5402.407227
	Iteration 59Q: 3 clusters Score -6388132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6388148.000000 Penalty: 5402.407227
	Iteration 60F: 3 clusters Score -6388148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -6388153.000000 Penalty: 5402.407227
	Iteration 61Q: 3 clusters Score -6388153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6388174.000000 Penalty: 5402.407227
	Iteration 62Q: 3 clusters Score -6388174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -6388191.500000 Penalty: 5402.407227
	Iteration 63Q: 3 clusters Score -6388192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -6388201.500000 Penalty: 5402.407227
	Iteration 64Q: 3 clusters Score -6388202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -6388196.500000 Penalty: 5402.407227
	Iteration 65Q: 3 clusters Score -6388196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6388209.500000 Penalty: 5402.407227
	Iteration 66Q: 3 clusters Score -6388210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6388217.000000 Penalty: 5402.407227
	Iteration 67Q: 3 clusters Score -6388217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -6388221.000000 Penalty: 5402.407227
	Iteration 68Q: 3 clusters Score -6388221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -6388221.000000 Penalty: 5402.407227
	Iteration 69Q: 3 clusters Score -6388221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -6388249.500000 Penalty: 5402.407227
	Iteration 70Q: 3 clusters Score -6388250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6388256.000000 Penalty: 5402.407227
	Iteration 71Q: 3 clusters Score -6388256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6388257.000000 Penalty: 5402.407227
	Iteration 72Q: 3 clusters Score -6388257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6388263.000000 Penalty: 5402.407227
	Iteration 73Q: 3 clusters Score -6388263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -6388260.500000 Penalty: 5402.407227
	Iteration 74Q: 3 clusters Score -6388260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -6388260.000000 Penalty: 5402.407227
	Iteration 75Q: 3 clusters Score -6388260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -6388256.000000 Penalty: 5402.407227
	Iteration 76Q: 3 clusters Score -6388256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6388265.000000 Penalty: 5402.407227
	Iteration 77Q: 3 clusters Score -6388265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6388275.500000 Penalty: 5402.407227
	Iteration 78Q: 3 clusters Score -6388276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -6388277.000000 Penalty: 5402.407227
	Iteration 79Q: 3 clusters Score -6388277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6388276.500000 Penalty: 5402.407227
	Iteration 80F: 3 clusters Score -6388276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -6388276.500000 Penalty: 5402.407227
	Iteration 81Q: 3 clusters Score -6388276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -6388273.500000 Penalty: 5402.407227
	Iteration 82Q: 3 clusters Score -6388274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -6388280.000000 Penalty: 5402.407227
	Iteration 83Q: 3 clusters Score -6388280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -6388277.000000 Penalty: 5402.407227
	Iteration 84Q: 3 clusters Score -6388277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -6388282.000000 Penalty: 5402.407227
	Iteration 85Q: 3 clusters Score -6388282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -6388279.000000 Penalty: 5402.407227
	Iteration 86Q: 3 clusters Score -6388279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6388284.000000 Penalty: 5402.407227
	Iteration 87Q: 3 clusters Score -6388284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -6388287.000000 Penalty: 5402.407227
	Iteration 88Q: 3 clusters Score -6388287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -6388290.500000 Penalty: 5402.407227
	Iteration 89Q: 3 clusters Score -6388290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -6388292.000000 Penalty: 5402.407227
	Iteration 90Q: 3 clusters Score -6388292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6388295.000000 Penalty: 5402.407227
	Iteration 91Q: 3 clusters Score -6388295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6388295.000000 Penalty: 5402.407227
	Iteration 92F: 3 clusters Score -6388295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215020 members 
Entering Unmasked Estep 
Score: -25163772.000000 Penalty: 3045.064697
	Iteration 0F: 2 clusters Score -2.516377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 107798 members 
Entering Unmasked Estep 
Score: -25024178.000000 Penalty: 6090.129395
	Iteration 0F: 3 clusters Score -2.502418e+07 nChanged 103436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -25085334.000000 Penalty: 6090.129395
	Iteration 1F: 3 clusters Score -2.508533e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 117217 members 
Entering Unmasked Estep 
Score: -25087092.000000 Penalty: 6090.129395
	Iteration 2Q: 3 clusters Score -2.508709e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 123020 members 
Entering Unmasked Estep 
Score: -25090048.000000 Penalty: 6090.129395
	Iteration 3Q: 3 clusters Score -2.509005e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 131683 members 
Entering Unmasked Estep 
Score: -25095250.000000 Penalty: 6090.129395
	Iteration 4Q: 3 clusters Score -2.509525e+07 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 143931 members 
Entering Unmasked Estep 
Score: -25104418.000000 Penalty: 6090.129395
	Iteration 5F: 3 clusters Score -2.510442e+07 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -25117874.000000 Penalty: 6090.129395
	Iteration 6F: 3 clusters Score -2.511787e+07 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -25132316.000000 Penalty: 6090.129395
	Iteration 7F: 3 clusters Score -2.513232e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 189705 members 
Entering Unmasked Estep 
Score: -25144518.000000 Penalty: 6090.129395
	Iteration 8F: 3 clusters Score -2.514452e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 200020 members 
Entering Unmasked Estep 
Score: -25152544.000000 Penalty: 6090.129395
	Iteration 9Q: 3 clusters Score -2.515254e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 206223 members 
Entering Unmasked Estep 
Score: -25156934.000000 Penalty: 6090.129395
	Iteration 10Q: 3 clusters Score -2.515693e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 209791 members 
Entering Unmasked Estep 
Score: -25159244.000000 Penalty: 6090.129395
	Iteration 11Q: 3 clusters Score -2.515924e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 211700 members 
Entering Unmasked Estep 
Score: -25160114.000000 Penalty: 6090.129395
	Iteration 12Q: 3 clusters Score -2.516011e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 212775 members 
Entering Unmasked Estep 
Score: -25160734.000000 Penalty: 6090.129395
	Iteration 13Q: 3 clusters Score -2.516073e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 213375 members 
Entering Unmasked Estep 
Score: -25160986.000000 Penalty: 6090.129395
	Iteration 14Q: 3 clusters Score -2.516099e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 213714 members 
Entering Unmasked Estep 
Score: -25161136.000000 Penalty: 6090.129395
	Iteration 15Q: 3 clusters Score -2.516114e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 213912 members 
Entering Unmasked Estep 
Score: -25161150.000000 Penalty: 6090.129395
	Iteration 16Q: 3 clusters Score -2.516115e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 214048 members 
Entering Unmasked Estep 
Score: -25161214.000000 Penalty: 6090.129395
	Iteration 17Q: 3 clusters Score -2.516121e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 214139 members 
Entering Unmasked Estep 
Score: -25161296.000000 Penalty: 6090.129395
	Iteration 18Q: 3 clusters Score -2.51613e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 214210 members 
Entering Unmasked Estep 
Score: -25161270.000000 Penalty: 6090.129395
	Iteration 19Q: 3 clusters Score -2.516127e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 214263 members 
Entering Unmasked Estep 
Score: -25161288.000000 Penalty: 6090.129395
	Iteration 20F: 3 clusters Score -2.516129e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 214297 members 
Entering Unmasked Estep 
Score: -25161274.000000 Penalty: 6090.129395
	Iteration 21Q: 3 clusters Score -2.516127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 214321 members 
Entering Unmasked Estep 
Score: -25161280.000000 Penalty: 6090.129395
	Iteration 22Q: 3 clusters Score -2.516128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 214335 members 
Entering Unmasked Estep 
Score: -25161294.000000 Penalty: 6090.129395
	Iteration 23Q: 3 clusters Score -2.516129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 214345 members 
Entering Unmasked Estep 
Score: -25161304.000000 Penalty: 6090.129395
	Iteration 24Q: 3 clusters Score -2.51613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 214363 members 
Entering Unmasked Estep 
Score: -25161324.000000 Penalty: 6090.129395
	Iteration 25Q: 3 clusters Score -2.516132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 214374 members 
Entering Unmasked Estep 
Score: -25161302.000000 Penalty: 6090.129395
	Iteration 26Q: 3 clusters Score -2.51613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 214377 members 
Entering Unmasked Estep 
Score: -25161294.000000 Penalty: 6090.129395
	Iteration 27Q: 3 clusters Score -2.516129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 214382 members 
Entering Unmasked Estep 
Score: -25161296.000000 Penalty: 6090.129395
	Iteration 28Q: 3 clusters Score -2.51613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 214392 members 
Entering Unmasked Estep 
Score: -25161310.000000 Penalty: 6090.129395
	Iteration 29Q: 3 clusters Score -2.516131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 214396 members 
Entering Unmasked Estep 
Score: -25161312.000000 Penalty: 6090.129395
	Iteration 30Q: 3 clusters Score -2.516131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -25161326.000000 Penalty: 6090.129395
	Iteration 31Q: 3 clusters Score -2.516133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -25161328.000000 Penalty: 6090.129395
	Iteration 32Q: 3 clusters Score -2.516133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -25161332.000000 Penalty: 6090.129395
	Iteration 33Q: 3 clusters Score -2.516133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 214402 members 
Entering Unmasked Estep 
Score: -25161332.000000 Penalty: 6090.129395
	Iteration 34Q: 3 clusters Score -2.516133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 214403 members 
Entering Unmasked Estep 
Score: -25161332.000000 Penalty: 6090.129395
	Iteration 35Q: 3 clusters Score -2.516133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 214402 members 
Entering Unmasked Estep 
Score: -25161328.000000 Penalty: 6090.129395
	Iteration 36Q: 3 clusters Score -2.516133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 214403 members 
Entering Unmasked Estep 
Score: -25161322.000000 Penalty: 6090.129395
	Iteration 37Q: 3 clusters Score -2.516132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 214403 members 
Entering Unmasked Estep 
Score: -25161322.000000 Penalty: 6090.129395
	Iteration 38F: 3 clusters Score -2.516132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (202953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Entering Unmasked Estep 
Score: -23881120.000000 Penalty: 3030.740967
	Iteration 0F: 2 clusters Score -2.388112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -23748418.000000 Penalty: 6061.481934
	Iteration 0F: 3 clusters Score -2.374842e+07 nChanged 97613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -23805692.000000 Penalty: 6061.481934
	Iteration 1F: 3 clusters Score -2.380569e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -23807244.000000 Penalty: 6061.481934
	Iteration 2Q: 3 clusters Score -2.380724e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -23809382.000000 Penalty: 6061.481934
	Iteration 3Q: 3 clusters Score -2.380938e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -23812438.000000 Penalty: 6061.481934
	Iteration 4Q: 3 clusters Score -2.381244e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -23817090.000000 Penalty: 6061.481934
	Iteration 5Q: 3 clusters Score -2.381709e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -23824236.000000 Penalty: 6061.481934
	Iteration 6F: 3 clusters Score -2.382424e+07 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -23833986.000000 Penalty: 6061.481934
	Iteration 7F: 3 clusters Score -2.383399e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -23845172.000000 Penalty: 6061.481934
	Iteration 8F: 3 clusters Score -2.384517e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -23856004.000000 Penalty: 6061.481934
	Iteration 9F: 3 clusters Score -2.3856e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -23863804.000000 Penalty: 6061.481934
	Iteration 10Q: 3 clusters Score -2.38638e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -23868802.000000 Penalty: 6061.481934
	Iteration 11Q: 3 clusters Score -2.38688e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -23872004.000000 Penalty: 6061.481934
	Iteration 12Q: 3 clusters Score -2.3872e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188419 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -23874104.000000 Penalty: 6061.481934
	Iteration 13Q: 3 clusters Score -2.38741e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190439 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -23875638.000000 Penalty: 6061.481934
	Iteration 14Q: 3 clusters Score -2.387564e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191919 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -23876656.000000 Penalty: 6061.481934
	Iteration 15Q: 3 clusters Score -2.387666e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193097 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -23877368.000000 Penalty: 6061.481934
	Iteration 16Q: 3 clusters Score -2.387737e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194063 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -23877838.000000 Penalty: 6061.481934
	Iteration 17Q: 3 clusters Score -2.387784e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194827 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -23878194.000000 Penalty: 6061.481934
	Iteration 18Q: 3 clusters Score -2.387819e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195441 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -23878328.000000 Penalty: 6061.481934
	Iteration 19Q: 3 clusters Score -2.387833e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195942 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -23878472.000000 Penalty: 6061.481934
	Iteration 20F: 3 clusters Score -2.387847e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196376 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -23878578.000000 Penalty: 6061.481934
	Iteration 21Q: 3 clusters Score -2.387858e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196763 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -23878652.000000 Penalty: 6061.481934
	Iteration 22Q: 3 clusters Score -2.387865e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197097 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -23878750.000000 Penalty: 6061.481934
	Iteration 23Q: 3 clusters Score -2.387875e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197405 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -23878860.000000 Penalty: 6061.481934
	Iteration 24Q: 3 clusters Score -2.387886e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197667 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -23878898.000000 Penalty: 6061.481934
	Iteration 25Q: 3 clusters Score -2.38789e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -23878968.000000 Penalty: 6061.481934
	Iteration 26Q: 3 clusters Score -2.387897e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198083 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -23879016.000000 Penalty: 6061.481934
	Iteration 27Q: 3 clusters Score -2.387902e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198265 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -23879056.000000 Penalty: 6061.481934
	Iteration 28Q: 3 clusters Score -2.387906e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198445 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -23879076.000000 Penalty: 6061.481934
	Iteration 29Q: 3 clusters Score -2.387908e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198580 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -23879134.000000 Penalty: 6061.481934
	Iteration 30Q: 3 clusters Score -2.387913e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198681 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -23879160.000000 Penalty: 6061.481934
	Iteration 31Q: 3 clusters Score -2.387916e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198763 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -23879194.000000 Penalty: 6061.481934
	Iteration 32Q: 3 clusters Score -2.387919e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198829 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -23879188.000000 Penalty: 6061.481934
	Iteration 33Q: 3 clusters Score -2.387919e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198885 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -23879220.000000 Penalty: 6061.481934
	Iteration 34Q: 3 clusters Score -2.387922e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198940 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -23879246.000000 Penalty: 6061.481934
	Iteration 35Q: 3 clusters Score -2.387925e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198992 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -23879260.000000 Penalty: 6061.481934
	Iteration 36Q: 3 clusters Score -2.387926e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199043 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -23879294.000000 Penalty: 6061.481934
	Iteration 37Q: 3 clusters Score -2.387929e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199092 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -23879304.000000 Penalty: 6061.481934
	Iteration 38Q: 3 clusters Score -2.38793e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -23879364.000000 Penalty: 6061.481934
	Iteration 39Q: 3 clusters Score -2.387936e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199159 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -23879380.000000 Penalty: 6061.481934
	Iteration 40F: 3 clusters Score -2.387938e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199202 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -23879424.000000 Penalty: 6061.481934
	Iteration 41Q: 3 clusters Score -2.387942e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199229 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -23879438.000000 Penalty: 6061.481934
	Iteration 42Q: 3 clusters Score -2.387944e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199235 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -23879448.000000 Penalty: 6061.481934
	Iteration 43Q: 3 clusters Score -2.387945e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199245 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -23879452.000000 Penalty: 6061.481934
	Iteration 44Q: 3 clusters Score -2.387945e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -23879496.000000 Penalty: 6061.481934
	Iteration 45Q: 3 clusters Score -2.38795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199249 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -23879508.000000 Penalty: 6061.481934
	Iteration 46Q: 3 clusters Score -2.387951e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -23879500.000000 Penalty: 6061.481934
	Iteration 47Q: 3 clusters Score -2.38795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199268 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.387954e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199272 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -23879538.000000 Penalty: 6061.481934
	Iteration 49Q: 3 clusters Score -2.387954e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199281 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -23879542.000000 Penalty: 6061.481934
	Iteration 50Q: 3 clusters Score -2.387954e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199291 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -23879550.000000 Penalty: 6061.481934
	Iteration 51Q: 3 clusters Score -2.387955e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199308 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -23879540.000000 Penalty: 6061.481934
	Iteration 52Q: 3 clusters Score -2.387954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199313 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -23879524.000000 Penalty: 6061.481934
	Iteration 53Q: 3 clusters Score -2.387952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199333 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -23879554.000000 Penalty: 6061.481934
	Iteration 54Q: 3 clusters Score -2.387955e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199345 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -23879578.000000 Penalty: 6061.481934
	Iteration 55Q: 3 clusters Score -2.387958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -23879606.000000 Penalty: 6061.481934
	Iteration 56Q: 3 clusters Score -2.387961e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199377 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -23879614.000000 Penalty: 6061.481934
	Iteration 57Q: 3 clusters Score -2.387961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199386 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -23879580.000000 Penalty: 6061.481934
	Iteration 58Q: 3 clusters Score -2.387958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199387 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -23879596.000000 Penalty: 6061.481934
	Iteration 59Q: 3 clusters Score -2.38796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199391 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -23879630.000000 Penalty: 6061.481934
	Iteration 60F: 3 clusters Score -2.387963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199397 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -23879654.000000 Penalty: 6061.481934
	Iteration 61Q: 3 clusters Score -2.387965e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.387965e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199420 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23879648.000000 Penalty: 6061.481934
	Iteration 63Q: 3 clusters Score -2.387965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199427 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -23879646.000000 Penalty: 6061.481934
	Iteration 64Q: 3 clusters Score -2.387965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199437 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -23879642.000000 Penalty: 6061.481934
	Iteration 65Q: 3 clusters Score -2.387964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199446 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23879636.000000 Penalty: 6061.481934
	Iteration 66Q: 3 clusters Score -2.387964e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199448 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -23879654.000000 Penalty: 6061.481934
	Iteration 67Q: 3 clusters Score -2.387965e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199447 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -23879658.000000 Penalty: 6061.481934
	Iteration 68Q: 3 clusters Score -2.387966e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.387965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199453 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23879668.000000 Penalty: 6061.481934
	Iteration 70Q: 3 clusters Score -2.387967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199454 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -23879650.000000 Penalty: 6061.481934
	Iteration 71Q: 3 clusters Score -2.387965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199456 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -23879668.000000 Penalty: 6061.481934
	Iteration 72Q: 3 clusters Score -2.387967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199457 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23879648.000000 Penalty: 6061.481934
	Iteration 73Q: 3 clusters Score -2.387965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -23879662.000000 Penalty: 6061.481934
	Iteration 74Q: 3 clusters Score -2.387966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199465 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -23879644.000000 Penalty: 6061.481934
	Iteration 75Q: 3 clusters Score -2.387964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199471 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -23879662.000000 Penalty: 6061.481934
	Iteration 76Q: 3 clusters Score -2.387966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199478 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -23879650.000000 Penalty: 6061.481934
	Iteration 77Q: 3 clusters Score -2.387965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199487 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -23879668.000000 Penalty: 6061.481934
	Iteration 78Q: 3 clusters Score -2.387967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199491 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -23879664.000000 Penalty: 6061.481934
	Iteration 79Q: 3 clusters Score -2.387966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199500 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -23879664.000000 Penalty: 6061.481934
	Iteration 80F: 3 clusters Score -2.387966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199503 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -23879646.000000 Penalty: 6061.481934
	Iteration 81Q: 3 clusters Score -2.387965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199508 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -23879640.000000 Penalty: 6061.481934
	Iteration 82Q: 3 clusters Score -2.387964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199512 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23879646.000000 Penalty: 6061.481934
	Iteration 83Q: 3 clusters Score -2.387965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199516 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -23879658.000000 Penalty: 6061.481934
	Iteration 84Q: 3 clusters Score -2.387966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -23879670.000000 Penalty: 6061.481934
	Iteration 85Q: 3 clusters Score -2.387967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199521 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -23879670.000000 Penalty: 6061.481934
	Iteration 86Q: 3 clusters Score -2.387967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199524 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -23879658.000000 Penalty: 6061.481934
	Iteration 87Q: 3 clusters Score -2.387966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199525 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -23879676.000000 Penalty: 6061.481934
	Iteration 88Q: 3 clusters Score -2.387968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199527 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -23879676.000000 Penalty: 6061.481934
	Iteration 89Q: 3 clusters Score -2.387968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199533 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -23879674.000000 Penalty: 6061.481934
	Iteration 90Q: 3 clusters Score -2.387967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -23879664.000000 Penalty: 6061.481934
	Iteration 91Q: 3 clusters Score -2.387966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199540 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -23879652.000000 Penalty: 6061.481934
	Iteration 92Q: 3 clusters Score -2.387965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -23879654.000000 Penalty: 6061.481934
	Iteration 93Q: 3 clusters Score -2.387965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -23879676.000000 Penalty: 6061.481934
	Iteration 94Q: 3 clusters Score -2.387968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199545 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -23879664.000000 Penalty: 6061.481934
	Iteration 95Q: 3 clusters Score -2.387966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199549 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -23879678.000000 Penalty: 6061.481934
	Iteration 96Q: 3 clusters Score -2.387968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -23879682.000000 Penalty: 6061.481934
	Iteration 97Q: 3 clusters Score -2.387968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199553 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -23879688.000000 Penalty: 6061.481934
	Iteration 98Q: 3 clusters Score -2.387969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -23879672.000000 Penalty: 6061.481934
	Iteration 99Q: 3 clusters Score -2.387967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23879684.000000 Penalty: 6061.481934
	Iteration 100F: 3 clusters Score -2.387968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23879682.000000 Penalty: 6061.481934
	Iteration 101Q: 3 clusters Score -2.387968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23879682.000000 Penalty: 6061.481934
	Iteration 102F: 3 clusters Score -2.387968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Entering Unmasked Estep 
Score: -1363193.125000 Penalty: 2327.367188
	Iteration 0F: 2 clusters Score -1363193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1354351.625000 Penalty: 4654.734375
	Iteration 0F: 3 clusters Score -1354352 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1357030.000000 Penalty: 4654.734375
	Iteration 1F: 3 clusters Score -1357030 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1357450.625000 Penalty: 4654.734375
	Iteration 2F: 3 clusters Score -1357451 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1357773.875000 Penalty: 4654.734375
	Iteration 3F: 3 clusters Score -1357774 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1358080.875000 Penalty: 4654.734375
	Iteration 4Q: 3 clusters Score -1358081 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1358360.500000 Penalty: 4654.734375
	Iteration 5Q: 3 clusters Score -1358360 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1358723.500000 Penalty: 4654.734375
	Iteration 6Q: 3 clusters Score -1358724 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1359200.375000 Penalty: 4654.734375
	Iteration 7Q: 3 clusters Score -1359200 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1359832.750000 Penalty: 4654.734375
	Iteration 8F: 3 clusters Score -1359833 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1360494.500000 Penalty: 4654.734375
	Iteration 9F: 3 clusters Score -1360494 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1361091.500000 Penalty: 4654.734375
	Iteration 10F: 3 clusters Score -1361092 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1361538.125000 Penalty: 4654.734375
	Iteration 11F: 3 clusters Score -1361538 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1361823.500000 Penalty: 4654.734375
	Iteration 12Q: 3 clusters Score -1361824 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1361953.375000 Penalty: 4654.734375
	Iteration 13Q: 3 clusters Score -1361953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1362017.125000 Penalty: 4654.734375
	Iteration 14Q: 3 clusters Score -1362017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1362047.625000 Penalty: 4654.734375
	Iteration 15Q: 3 clusters Score -1362048 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1362072.000000 Penalty: 4654.734375
	Iteration 16Q: 3 clusters Score -1362072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1362085.500000 Penalty: 4654.734375
	Iteration 17Q: 3 clusters Score -1362086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1362099.250000 Penalty: 4654.734375
	Iteration 18Q: 3 clusters Score -1362099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1362103.375000 Penalty: 4654.734375
	Iteration 19Q: 3 clusters Score -1362103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1362115.125000 Penalty: 4654.734375
	Iteration 20F: 3 clusters Score -1362115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1362115.375000 Penalty: 4654.734375
	Iteration 21Q: 3 clusters Score -1362115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1362113.125000 Penalty: 4654.734375
	Iteration 22Q: 3 clusters Score -1362113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1362114.375000 Penalty: 4654.734375
	Iteration 23Q: 3 clusters Score -1362114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1362113.625000 Penalty: 4654.734375
	Iteration 24Q: 3 clusters Score -1362114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1362114.500000 Penalty: 4654.734375
	Iteration 25Q: 3 clusters Score -1362114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1362115.375000 Penalty: 4654.734375
	Iteration 26Q: 3 clusters Score -1362115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1362116.250000 Penalty: 4654.734375
	Iteration 27Q: 3 clusters Score -1362116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1362117.375000 Penalty: 4654.734375
	Iteration 28Q: 3 clusters Score -1362117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1362114.500000 Penalty: 4654.734375
	Iteration 29Q: 3 clusters Score -1362114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1362116.500000 Penalty: 4654.734375
	Iteration 30Q: 3 clusters Score -1362116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1362116.500000 Penalty: 4654.734375
	Iteration 31F: 3 clusters Score -1362116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229231 members 
Entering Unmasked Estep 
Score: -26809024.000000 Penalty: 3060.936279
	Iteration 0F: 2 clusters Score -2.680902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 114651 members 
Entering Unmasked Estep 
Score: -26662868.000000 Penalty: 6121.872559
	Iteration 0F: 3 clusters Score -2.666287e+07 nChanged 109952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112496 members 
Mstep: Class 2 contains 116735 members 
Entering Unmasked Estep 
Score: -26727108.000000 Penalty: 6121.872559
	Iteration 1F: 3 clusters Score -2.672711e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111190 members 
Mstep: Class 2 contains 118041 members 
Entering Unmasked Estep 
Score: -26727966.000000 Penalty: 6121.872559
	Iteration 2Q: 3 clusters Score -2.672797e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -26728648.000000 Penalty: 6121.872559
	Iteration 3Q: 3 clusters Score -2.672865e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -26730086.000000 Penalty: 6121.872559
	Iteration 4Q: 3 clusters Score -2.673009e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 127961 members 
Entering Unmasked Estep 
Score: -26732016.000000 Penalty: 6121.872559
	Iteration 5Q: 3 clusters Score -2.673202e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 135164 members 
Entering Unmasked Estep 
Score: -26735658.000000 Penalty: 6121.872559
	Iteration 6Q: 3 clusters Score -2.673566e+07 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -26743020.000000 Penalty: 6121.872559
	Iteration 7F: 3 clusters Score -2.674302e+07 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 160548 members 
Entering Unmasked Estep 
Score: -26754818.000000 Penalty: 6121.872559
	Iteration 8F: 3 clusters Score -2.675482e+07 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 178228 members 
Entering Unmasked Estep 
Score: -26769460.000000 Penalty: 6121.872559
	Iteration 9F: 3 clusters Score -2.676946e+07 nChanged 18413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 196307 members 
Entering Unmasked Estep 
Score: -26784352.000000 Penalty: 6121.872559
	Iteration 10F: 3 clusters Score -2.678435e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 210330 members 
Entering Unmasked Estep 
Score: -26794768.000000 Penalty: 6121.872559
	Iteration 11F: 3 clusters Score -2.679477e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 219064 members 
Entering Unmasked Estep 
Score: -26800860.000000 Penalty: 6121.872559
	Iteration 12Q: 3 clusters Score -2.680086e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 224012 members 
Entering Unmasked Estep 
Score: -26804108.000000 Penalty: 6121.872559
	Iteration 13Q: 3 clusters Score -2.680411e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 226474 members 
Entering Unmasked Estep 
Score: -26805752.000000 Penalty: 6121.872559
	Iteration 14Q: 3 clusters Score -2.680575e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 227494 members 
Entering Unmasked Estep 
Score: -26806462.000000 Penalty: 6121.872559
	Iteration 15Q: 3 clusters Score -2.680646e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 227877 members 
Entering Unmasked Estep 
Score: -26806688.000000 Penalty: 6121.872559
	Iteration 16Q: 3 clusters Score -2.680669e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 228083 members 
Entering Unmasked Estep 
Score: -26806820.000000 Penalty: 6121.872559
	Iteration 17Q: 3 clusters Score -2.680682e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 228204 members 
Entering Unmasked Estep 
Score: -26806902.000000 Penalty: 6121.872559
	Iteration 18Q: 3 clusters Score -2.68069e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 228284 members 
Entering Unmasked Estep 
Score: -26806938.000000 Penalty: 6121.872559
	Iteration 19Q: 3 clusters Score -2.680694e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 228331 members 
Entering Unmasked Estep 
Score: -26806910.000000 Penalty: 6121.872559
	Iteration 20F: 3 clusters Score -2.680691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 228362 members 
Entering Unmasked Estep 
Score: -26806892.000000 Penalty: 6121.872559
	Iteration 21Q: 3 clusters Score -2.680689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 228378 members 
Entering Unmasked Estep 
Score: -26806896.000000 Penalty: 6121.872559
	Iteration 22Q: 3 clusters Score -2.68069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 228403 members 
Entering Unmasked Estep 
Score: -26806900.000000 Penalty: 6121.872559
	Iteration 23Q: 3 clusters Score -2.68069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 228413 members 
Entering Unmasked Estep 
Score: -26806938.000000 Penalty: 6121.872559
	Iteration 24Q: 3 clusters Score -2.680694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 228431 members 
Entering Unmasked Estep 
Score: -26806928.000000 Penalty: 6121.872559
	Iteration 25Q: 3 clusters Score -2.680693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 228455 members 
Entering Unmasked Estep 
Score: -26806942.000000 Penalty: 6121.872559
	Iteration 26Q: 3 clusters Score -2.680694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 228467 members 
Entering Unmasked Estep 
Score: -26806948.000000 Penalty: 6121.872559
	Iteration 27Q: 3 clusters Score -2.680695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 228479 members 
Entering Unmasked Estep 
Score: -26806954.000000 Penalty: 6121.872559
	Iteration 28Q: 3 clusters Score -2.680695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 228495 members 
Entering Unmasked Estep 
Score: -26806950.000000 Penalty: 6121.872559
	Iteration 29Q: 3 clusters Score -2.680695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 228508 members 
Entering Unmasked Estep 
Score: -26806952.000000 Penalty: 6121.872559
	Iteration 30Q: 3 clusters Score -2.680695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 228521 members 
Entering Unmasked Estep 
Score: -26806956.000000 Penalty: 6121.872559
	Iteration 31Q: 3 clusters Score -2.680696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 228531 members 
Entering Unmasked Estep 
Score: -26806946.000000 Penalty: 6121.872559
	Iteration 32Q: 3 clusters Score -2.680695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 228536 members 
Entering Unmasked Estep 
Score: -26806936.000000 Penalty: 6121.872559
	Iteration 33Q: 3 clusters Score -2.680694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 228539 members 
Entering Unmasked Estep 
Score: -26806956.000000 Penalty: 6121.872559
	Iteration 34Q: 3 clusters Score -2.680696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 228543 members 
Entering Unmasked Estep 
Score: -26806954.000000 Penalty: 6121.872559
	Iteration 35Q: 3 clusters Score -2.680695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 228543 members 
Entering Unmasked Estep 
Score: -26806954.000000 Penalty: 6121.872559
	Iteration 36F: 3 clusters Score -2.680695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -90240.664062 Penalty: 1701.963867
	Iteration 0F: 2 clusters Score -90240.66 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 470 members 
Entering Unmasked Estep 
Score: -88655.539062 Penalty: 3403.927734
	Iteration 0F: 3 clusters Score -88655.54 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89956.390625 Penalty: 3403.927734
	Iteration 1F: 3 clusters Score -89956.39 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91014.632812 Penalty: 3403.927734
	Iteration 2F: 3 clusters Score -91014.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92302.953125 Penalty: 3403.927734
	Iteration 3F: 3 clusters Score -92302.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92856.031250 Penalty: 3403.927734
	Iteration 4Q: 3 clusters Score -92856.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93050.281250 Penalty: 3403.927734
	Iteration 5Q: 3 clusters Score -93050.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93251.960938 Penalty: 3403.927734
	Iteration 6Q: 3 clusters Score -93251.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -93337.039062 Penalty: 3403.927734
	Iteration 7Q: 3 clusters Score -93337.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93402.867188 Penalty: 3403.927734
	Iteration 8Q: 3 clusters Score -93402.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93409.835938 Penalty: 3403.927734
	Iteration 9Q: 3 clusters Score -93409.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93429.484375 Penalty: 3403.927734
	Iteration 10Q: 3 clusters Score -93429.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93448.820312 Penalty: 3403.927734
	Iteration 11Q: 3 clusters Score -93448.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93461.726562 Penalty: 3403.927734
	Iteration 12Q: 3 clusters Score -93461.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93519.171875 Penalty: 3403.927734
	Iteration 13Q: 3 clusters Score -93519.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93547.523438 Penalty: 3403.927734
	Iteration 14Q: 3 clusters Score -93547.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93547.523438 Penalty: 3403.927734
	Iteration 15F: 3 clusters Score -93547.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 273285 members 
Mstep: Class 27 contains 281 members 
Entering Unmasked Estep 
Score: -183883568.000000 Penalty: 95701.226562
Splitting cluster 12 changes total score from -183878704.000000 to -183883568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (37873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Entering Unmasked Estep 
Score: -4510995.000000 Penalty: 2614.414551
	Iteration 0F: 2 clusters Score -4510995 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 18911 members 
Entering Unmasked Estep 
Score: -4485304.500000 Penalty: 5228.829102
	Iteration 0F: 3 clusters Score -4485304 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4494614.500000 Penalty: 5228.829102
	Iteration 1F: 3 clusters Score -4494614 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4495041.000000 Penalty: 5228.829102
	Iteration 2Q: 3 clusters Score -4495041 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4495400.000000 Penalty: 5228.829102
	Iteration 3Q: 3 clusters Score -4495400 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4495720.000000 Penalty: 5228.829102
	Iteration 4Q: 3 clusters Score -4495720 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4496006.500000 Penalty: 5228.829102
	Iteration 5Q: 3 clusters Score -4496006 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4496316.000000 Penalty: 5228.829102
	Iteration 6Q: 3 clusters Score -4496316 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4496609.500000 Penalty: 5228.829102
	Iteration 7Q: 3 clusters Score -4496610 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4497005.000000 Penalty: 5228.829102
	Iteration 8Q: 3 clusters Score -4497005 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4497638.000000 Penalty: 5228.829102
	Iteration 9Q: 3 clusters Score -4497638 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4498562.000000 Penalty: 5228.829102
	Iteration 10Q: 3 clusters Score -4498562 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4499813.500000 Penalty: 5228.829102
	Iteration 11Q: 3 clusters Score -4499814 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -4501330.500000 Penalty: 5228.829102
	Iteration 12F: 3 clusters Score -4501330 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4502674.500000 Penalty: 5228.829102
	Iteration 13Q: 3 clusters Score -4502674 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4503750.500000 Penalty: 5228.829102
	Iteration 14Q: 3 clusters Score -4503750 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4504402.500000 Penalty: 5228.829102
	Iteration 15Q: 3 clusters Score -4504402 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4504795.500000 Penalty: 5228.829102
	Iteration 16Q: 3 clusters Score -4504796 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4505032.000000 Penalty: 5228.829102
	Iteration 17Q: 3 clusters Score -4505032 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4505197.500000 Penalty: 5228.829102
	Iteration 18Q: 3 clusters Score -4505198 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4505334.500000 Penalty: 5228.829102
	Iteration 19Q: 3 clusters Score -4505334 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4505461.500000 Penalty: 5228.829102
	Iteration 20F: 3 clusters Score -4505462 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4505574.000000 Penalty: 5228.829102
	Iteration 21Q: 3 clusters Score -4505574 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4505686.500000 Penalty: 5228.829102
	Iteration 22Q: 3 clusters Score -4505686 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4505803.000000 Penalty: 5228.829102
	Iteration 23Q: 3 clusters Score -4505803 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4505926.000000 Penalty: 5228.829102
	Iteration 24Q: 3 clusters Score -4505926 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4506042.500000 Penalty: 5228.829102
	Iteration 25Q: 3 clusters Score -4506042 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4506173.000000 Penalty: 5228.829102
	Iteration 26Q: 3 clusters Score -4506173 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -4506255.000000 Penalty: 5228.829102
	Iteration 27Q: 3 clusters Score -4506255 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4506345.500000 Penalty: 5228.829102
	Iteration 28Q: 3 clusters Score -4506346 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4506439.500000 Penalty: 5228.829102
	Iteration 29Q: 3 clusters Score -4506440 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4506499.000000 Penalty: 5228.829102
	Iteration 30Q: 3 clusters Score -4506499 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4506593.000000 Penalty: 5228.829102
	Iteration 31Q: 3 clusters Score -4506593 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4506695.500000 Penalty: 5228.829102
	Iteration 32Q: 3 clusters Score -4506696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4506773.500000 Penalty: 5228.829102
	Iteration 33Q: 3 clusters Score -4506774 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4506871.500000 Penalty: 5228.829102
	Iteration 34Q: 3 clusters Score -4506872 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4506982.000000 Penalty: 5228.829102
	Iteration 35Q: 3 clusters Score -4506982 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4507084.000000 Penalty: 5228.829102
	Iteration 36Q: 3 clusters Score -4507084 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4507175.500000 Penalty: 5228.829102
	Iteration 37Q: 3 clusters Score -4507176 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4507289.000000 Penalty: 5228.829102
	Iteration 38Q: 3 clusters Score -4507289 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4507381.000000 Penalty: 5228.829102
	Iteration 39Q: 3 clusters Score -4507381 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -4507479.000000 Penalty: 5228.829102
	Iteration 40F: 3 clusters Score -4507479 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4507563.500000 Penalty: 5228.829102
	Iteration 41Q: 3 clusters Score -4507564 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4507673.500000 Penalty: 5228.829102
	Iteration 42Q: 3 clusters Score -4507674 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4507776.000000 Penalty: 5228.829102
	Iteration 43Q: 3 clusters Score -4507776 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4507863.500000 Penalty: 5228.829102
	Iteration 44Q: 3 clusters Score -4507864 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4507939.500000 Penalty: 5228.829102
	Iteration 45Q: 3 clusters Score -4507940 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4508020.500000 Penalty: 5228.829102
	Iteration 46Q: 3 clusters Score -4508020 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4508109.500000 Penalty: 5228.829102
	Iteration 47Q: 3 clusters Score -4508110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4508179.500000 Penalty: 5228.829102
	Iteration 48Q: 3 clusters Score -4508180 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4508247.000000 Penalty: 5228.829102
	Iteration 49Q: 3 clusters Score -4508247 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4508321.500000 Penalty: 5228.829102
	Iteration 50Q: 3 clusters Score -4508322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4508372.500000 Penalty: 5228.829102
	Iteration 51Q: 3 clusters Score -4508372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4508418.500000 Penalty: 5228.829102
	Iteration 52Q: 3 clusters Score -4508418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4508470.000000 Penalty: 5228.829102
	Iteration 53Q: 3 clusters Score -4508470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4508510.000000 Penalty: 5228.829102
	Iteration 54Q: 3 clusters Score -4508510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4508544.000000 Penalty: 5228.829102
	Iteration 55Q: 3 clusters Score -4508544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4508562.000000 Penalty: 5228.829102
	Iteration 56Q: 3 clusters Score -4508562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4508598.500000 Penalty: 5228.829102
	Iteration 57Q: 3 clusters Score -4508598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4508622.500000 Penalty: 5228.829102
	Iteration 58Q: 3 clusters Score -4508622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4508646.500000 Penalty: 5228.829102
	Iteration 59Q: 3 clusters Score -4508646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4508665.500000 Penalty: 5228.829102
	Iteration 60F: 3 clusters Score -4508666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4508672.000000 Penalty: 5228.829102
	Iteration 61Q: 3 clusters Score -4508672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4508689.500000 Penalty: 5228.829102
	Iteration 62Q: 3 clusters Score -4508690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4508706.500000 Penalty: 5228.829102
	Iteration 63Q: 3 clusters Score -4508706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4508715.000000 Penalty: 5228.829102
	Iteration 64Q: 3 clusters Score -4508715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4508719.500000 Penalty: 5228.829102
	Iteration 65Q: 3 clusters Score -4508720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4508734.500000 Penalty: 5228.829102
	Iteration 66Q: 3 clusters Score -4508734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4508741.500000 Penalty: 5228.829102
	Iteration 67Q: 3 clusters Score -4508742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4508749.000000 Penalty: 5228.829102
	Iteration 68Q: 3 clusters Score -4508749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4508757.500000 Penalty: 5228.829102
	Iteration 69Q: 3 clusters Score -4508758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4508761.500000 Penalty: 5228.829102
	Iteration 70Q: 3 clusters Score -4508762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4508772.500000 Penalty: 5228.829102
	Iteration 71Q: 3 clusters Score -4508772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4508782.500000 Penalty: 5228.829102
	Iteration 72Q: 3 clusters Score -4508782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4508793.000000 Penalty: 5228.829102
	Iteration 73Q: 3 clusters Score -4508793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4508797.000000 Penalty: 5228.829102
	Iteration 74Q: 3 clusters Score -4508797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4508798.500000 Penalty: 5228.829102
	Iteration 75Q: 3 clusters Score -4508798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4508812.000000 Penalty: 5228.829102
	Iteration 76Q: 3 clusters Score -4508812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4508815.500000 Penalty: 5228.829102
	Iteration 77Q: 3 clusters Score -4508816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4508824.000000 Penalty: 5228.829102
	Iteration 78Q: 3 clusters Score -4508824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4508832.500000 Penalty: 5228.829102
	Iteration 79Q: 3 clusters Score -4508832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4508836.500000 Penalty: 5228.829102
	Iteration 80F: 3 clusters Score -4508836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4508841.000000 Penalty: 5228.829102
	Iteration 81Q: 3 clusters Score -4508841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4508848.000000 Penalty: 5228.829102
	Iteration 82Q: 3 clusters Score -4508848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4508853.500000 Penalty: 5228.829102
	Iteration 83Q: 3 clusters Score -4508854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4508852.000000 Penalty: 5228.829102
	Iteration 84Q: 3 clusters Score -4508852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4508852.500000 Penalty: 5228.829102
	Iteration 85Q: 3 clusters Score -4508852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4508858.000000 Penalty: 5228.829102
	Iteration 86Q: 3 clusters Score -4508858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4508859.500000 Penalty: 5228.829102
	Iteration 87Q: 3 clusters Score -4508860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4508866.500000 Penalty: 5228.829102
	Iteration 88Q: 3 clusters Score -4508866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4508864.000000 Penalty: 5228.829102
	Iteration 89Q: 3 clusters Score -4508864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4508867.000000 Penalty: 5228.829102
	Iteration 90Q: 3 clusters Score -4508867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4508868.500000 Penalty: 5228.829102
	Iteration 91Q: 3 clusters Score -4508868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4508868.000000 Penalty: 5228.829102
	Iteration 92Q: 3 clusters Score -4508868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4508868.500000 Penalty: 5228.829102
	Iteration 93Q: 3 clusters Score -4508868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4508873.000000 Penalty: 5228.829102
	Iteration 94Q: 3 clusters Score -4508873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4508871.500000 Penalty: 5228.829102
	Iteration 95Q: 3 clusters Score -4508872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4508872.500000 Penalty: 5228.829102
	Iteration 96Q: 3 clusters Score -4508872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4508879.000000 Penalty: 5228.829102
	Iteration 97Q: 3 clusters Score -4508879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4508879.000000 Penalty: 5228.829102
	Iteration 98Q: 3 clusters Score -4508879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4508887.000000 Penalty: 5228.829102
	Iteration 99Q: 3 clusters Score -4508887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4508885.000000 Penalty: 5228.829102
	Iteration 100F: 3 clusters Score -4508885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4508894.500000 Penalty: 5228.829102
	Iteration 101Q: 3 clusters Score -4508894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4508896.500000 Penalty: 5228.829102
	Iteration 102Q: 3 clusters Score -4508896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4508895.000000 Penalty: 5228.829102
	Iteration 103Q: 3 clusters Score -4508895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4508893.000000 Penalty: 5228.829102
	Iteration 104Q: 3 clusters Score -4508893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4508893.000000 Penalty: 5228.829102
	Iteration 105Q: 3 clusters Score -4508893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4508895.500000 Penalty: 5228.829102
	Iteration 106Q: 3 clusters Score -4508896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4508900.000000 Penalty: 5228.829102
	Iteration 107Q: 3 clusters Score -4508900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4508903.000000 Penalty: 5228.829102
	Iteration 108Q: 3 clusters Score -4508903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4508899.000000 Penalty: 5228.829102
	Iteration 109Q: 3 clusters Score -4508899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4508900.000000 Penalty: 5228.829102
	Iteration 110Q: 3 clusters Score -4508900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4508903.000000 Penalty: 5228.829102
	Iteration 111Q: 3 clusters Score -4508903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4508905.500000 Penalty: 5228.829102
	Iteration 112Q: 3 clusters Score -4508906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4508902.500000 Penalty: 5228.829102
	Iteration 113Q: 3 clusters Score -4508902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4508904.500000 Penalty: 5228.829102
	Iteration 114Q: 3 clusters Score -4508904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4508905.000000 Penalty: 5228.829102
	Iteration 115Q: 3 clusters Score -4508905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4508908.500000 Penalty: 5228.829102
	Iteration 116Q: 3 clusters Score -4508908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4508909.500000 Penalty: 5228.829102
	Iteration 117Q: 3 clusters Score -4508910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4508909.500000 Penalty: 5228.829102
	Iteration 118Q: 3 clusters Score -4508910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4508913.500000 Penalty: 5228.829102
	Iteration 119Q: 3 clusters Score -4508914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4508912.500000 Penalty: 5228.829102
	Iteration 120F: 3 clusters Score -4508912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4508916.000000 Penalty: 5228.829102
	Iteration 121Q: 3 clusters Score -4508916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4508916.500000 Penalty: 5228.829102
	Iteration 122Q: 3 clusters Score -4508916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4508916.500000 Penalty: 5228.829102
	Iteration 123F: 3 clusters Score -4508916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Entering Unmasked Estep 
Score: -5130179.000000 Penalty: 2648.573975
	Iteration 0F: 2 clusters Score -5130179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5100811.000000 Penalty: 5297.147949
	Iteration 0F: 3 clusters Score -5100811 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5111677.500000 Penalty: 5297.147949
	Iteration 1F: 3 clusters Score -5111678 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5112311.500000 Penalty: 5297.147949
	Iteration 2Q: 3 clusters Score -5112312 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5113055.000000 Penalty: 5297.147949
	Iteration 3Q: 3 clusters Score -5113055 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5114070.000000 Penalty: 5297.147949
	Iteration 4Q: 3 clusters Score -5114070 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -5115488.500000 Penalty: 5297.147949
	Iteration 5F: 3 clusters Score -5115488 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -5117341.500000 Penalty: 5297.147949
	Iteration 6F: 3 clusters Score -5117342 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -5119581.000000 Penalty: 5297.147949
	Iteration 7F: 3 clusters Score -5119581 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -5121931.500000 Penalty: 5297.147949
	Iteration 8F: 3 clusters Score -5121932 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -5123887.000000 Penalty: 5297.147949
	Iteration 9F: 3 clusters Score -5123887 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5125253.000000 Penalty: 5297.147949
	Iteration 10Q: 3 clusters Score -5125253 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5126132.000000 Penalty: 5297.147949
	Iteration 11Q: 3 clusters Score -5126132 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -5126711.000000 Penalty: 5297.147949
	Iteration 12Q: 3 clusters Score -5126711 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5127076.500000 Penalty: 5297.147949
	Iteration 13Q: 3 clusters Score -5127076 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5127371.000000 Penalty: 5297.147949
	Iteration 14Q: 3 clusters Score -5127371 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5127536.000000 Penalty: 5297.147949
	Iteration 15Q: 3 clusters Score -5127536 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5127655.500000 Penalty: 5297.147949
	Iteration 16Q: 3 clusters Score -5127656 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5127737.500000 Penalty: 5297.147949
	Iteration 17Q: 3 clusters Score -5127738 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -5127823.500000 Penalty: 5297.147949
	Iteration 18Q: 3 clusters Score -5127824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5127873.500000 Penalty: 5297.147949
	Iteration 19Q: 3 clusters Score -5127874 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5127943.000000 Penalty: 5297.147949
	Iteration 20F: 3 clusters Score -5127943 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5127975.500000 Penalty: 5297.147949
	Iteration 21Q: 3 clusters Score -5127976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5128049.000000 Penalty: 5297.147949
	Iteration 22Q: 3 clusters Score -5128049 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5128066.500000 Penalty: 5297.147949
	Iteration 23Q: 3 clusters Score -5128066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5128093.500000 Penalty: 5297.147949
	Iteration 24Q: 3 clusters Score -5128094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5128134.000000 Penalty: 5297.147949
	Iteration 25Q: 3 clusters Score -5128134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5128150.500000 Penalty: 5297.147949
	Iteration 26Q: 3 clusters Score -5128150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5128170.000000 Penalty: 5297.147949
	Iteration 27Q: 3 clusters Score -5128170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5128196.500000 Penalty: 5297.147949
	Iteration 28Q: 3 clusters Score -5128196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5128206.500000 Penalty: 5297.147949
	Iteration 29Q: 3 clusters Score -5128206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5128228.000000 Penalty: 5297.147949
	Iteration 30Q: 3 clusters Score -5128228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5128230.500000 Penalty: 5297.147949
	Iteration 31Q: 3 clusters Score -5128230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5128245.500000 Penalty: 5297.147949
	Iteration 32Q: 3 clusters Score -5128246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5128259.500000 Penalty: 5297.147949
	Iteration 33Q: 3 clusters Score -5128260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5128256.000000 Penalty: 5297.147949
	Iteration 34Q: 3 clusters Score -5128256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5128253.000000 Penalty: 5297.147949
	Iteration 35Q: 3 clusters Score -5128253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5128268.000000 Penalty: 5297.147949
	Iteration 36Q: 3 clusters Score -5128268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5128262.500000 Penalty: 5297.147949
	Iteration 37Q: 3 clusters Score -5128262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5128277.000000 Penalty: 5297.147949
	Iteration 38Q: 3 clusters Score -5128277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5128282.500000 Penalty: 5297.147949
	Iteration 39Q: 3 clusters Score -5128282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5128277.500000 Penalty: 5297.147949
	Iteration 40F: 3 clusters Score -5128278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5128284.500000 Penalty: 5297.147949
	Iteration 41Q: 3 clusters Score -5128284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5128293.500000 Penalty: 5297.147949
	Iteration 42Q: 3 clusters Score -5128294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5128285.000000 Penalty: 5297.147949
	Iteration 43Q: 3 clusters Score -5128285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5128286.000000 Penalty: 5297.147949
	Iteration 44Q: 3 clusters Score -5128286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5128294.000000 Penalty: 5297.147949
	Iteration 45Q: 3 clusters Score -5128294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5128290.000000 Penalty: 5297.147949
	Iteration 46Q: 3 clusters Score -5128290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5128299.500000 Penalty: 5297.147949
	Iteration 47Q: 3 clusters Score -5128300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5128302.500000 Penalty: 5297.147949
	Iteration 48Q: 3 clusters Score -5128302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5128306.500000 Penalty: 5297.147949
	Iteration 49Q: 3 clusters Score -5128306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5128298.500000 Penalty: 5297.147949
	Iteration 50Q: 3 clusters Score -5128298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5128301.000000 Penalty: 5297.147949
	Iteration 51Q: 3 clusters Score -5128301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5128302.000000 Penalty: 5297.147949
	Iteration 52Q: 3 clusters Score -5128302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5128302.500000 Penalty: 5297.147949
	Iteration 53Q: 3 clusters Score -5128302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5128308.000000 Penalty: 5297.147949
	Iteration 54Q: 3 clusters Score -5128308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5128314.500000 Penalty: 5297.147949
	Iteration 55Q: 3 clusters Score -5128314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5128309.000000 Penalty: 5297.147949
	Iteration 56Q: 3 clusters Score -5128309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5128310.500000 Penalty: 5297.147949
	Iteration 57Q: 3 clusters Score -5128310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5128310.500000 Penalty: 5297.147949
	Iteration 58F: 3 clusters Score -5128310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Entering Unmasked Estep 
Score: -9851105.000000 Penalty: 2813.874512
	Iteration 0F: 2 clusters Score -9851105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -9794697.000000 Penalty: 5627.749023
	Iteration 0F: 3 clusters Score -9794697 nChanged 39527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9817778.000000 Penalty: 5627.749023
	Iteration 1F: 3 clusters Score -9817778 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -9819401.000000 Penalty: 5627.749023
	Iteration 2Q: 3 clusters Score -9819401 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -9821538.000000 Penalty: 5627.749023
	Iteration 3F: 3 clusters Score -9821538 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -9824548.000000 Penalty: 5627.749023
	Iteration 4F: 3 clusters Score -9824548 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -9828949.000000 Penalty: 5627.749023
	Iteration 5F: 3 clusters Score -9828949 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -9834551.000000 Penalty: 5627.749023
	Iteration 6F: 3 clusters Score -9834551 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -9840681.000000 Penalty: 5627.749023
	Iteration 7F: 3 clusters Score -9840681 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -9844981.000000 Penalty: 5627.749023
	Iteration 8F: 3 clusters Score -9844981 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -9846679.000000 Penalty: 5627.749023
	Iteration 9Q: 3 clusters Score -9846679 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -9847271.000000 Penalty: 5627.749023
	Iteration 10Q: 3 clusters Score -9847271 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -9847563.000000 Penalty: 5627.749023
	Iteration 11Q: 3 clusters Score -9847563 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -9847739.000000 Penalty: 5627.749023
	Iteration 12Q: 3 clusters Score -9847739 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -9847894.000000 Penalty: 5627.749023
	Iteration 13Q: 3 clusters Score -9847894 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -9848009.000000 Penalty: 5627.749023
	Iteration 14Q: 3 clusters Score -9848009 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -9848113.000000 Penalty: 5627.749023
	Iteration 15Q: 3 clusters Score -9848113 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -9848194.000000 Penalty: 5627.749023
	Iteration 16Q: 3 clusters Score -9848194 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -9848271.000000 Penalty: 5627.749023
	Iteration 17Q: 3 clusters Score -9848271 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -9848317.000000 Penalty: 5627.749023
	Iteration 18Q: 3 clusters Score -9848317 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -9848360.000000 Penalty: 5627.749023
	Iteration 19Q: 3 clusters Score -9848360 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -9848410.000000 Penalty: 5627.749023
	Iteration 20F: 3 clusters Score -9848410 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -9848447.000000 Penalty: 5627.749023
	Iteration 21Q: 3 clusters Score -9848447 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -9848480.000000 Penalty: 5627.749023
	Iteration 22Q: 3 clusters Score -9848480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -9848504.000000 Penalty: 5627.749023
	Iteration 23Q: 3 clusters Score -9848504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -9848508.000000 Penalty: 5627.749023
	Iteration 24Q: 3 clusters Score -9848508 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -9848578.000000 Penalty: 5627.749023
	Iteration 25Q: 3 clusters Score -9848578 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -9848596.000000 Penalty: 5627.749023
	Iteration 26Q: 3 clusters Score -9848596 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -9848645.000000 Penalty: 5627.749023
	Iteration 27Q: 3 clusters Score -9848645 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -9848701.000000 Penalty: 5627.749023
	Iteration 28Q: 3 clusters Score -9848701 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -9848777.000000 Penalty: 5627.749023
	Iteration 29Q: 3 clusters Score -9848777 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -9848802.000000 Penalty: 5627.749023
	Iteration 30Q: 3 clusters Score -9848802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -9848827.000000 Penalty: 5627.749023
	Iteration 31Q: 3 clusters Score -9848827 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -9848839.000000 Penalty: 5627.749023
	Iteration 32Q: 3 clusters Score -9848839 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -9848878.000000 Penalty: 5627.749023
	Iteration 33Q: 3 clusters Score -9848878 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -9848926.000000 Penalty: 5627.749023
	Iteration 34Q: 3 clusters Score -9848926 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -9848963.000000 Penalty: 5627.749023
	Iteration 35Q: 3 clusters Score -9848963 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -9848993.000000 Penalty: 5627.749023
	Iteration 36Q: 3 clusters Score -9848993 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -9849051.000000 Penalty: 5627.749023
	Iteration 37Q: 3 clusters Score -9849051 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -9849104.000000 Penalty: 5627.749023
	Iteration 38Q: 3 clusters Score -9849104 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -9849161.000000 Penalty: 5627.749023
	Iteration 39Q: 3 clusters Score -9849161 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -9849210.000000 Penalty: 5627.749023
	Iteration 40F: 3 clusters Score -9849210 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -9849247.000000 Penalty: 5627.749023
	Iteration 41Q: 3 clusters Score -9849247 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -9849267.000000 Penalty: 5627.749023
	Iteration 42Q: 3 clusters Score -9849267 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -9849299.000000 Penalty: 5627.749023
	Iteration 43Q: 3 clusters Score -9849299 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -9849312.000000 Penalty: 5627.749023
	Iteration 44Q: 3 clusters Score -9849312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -9849328.000000 Penalty: 5627.749023
	Iteration 45Q: 3 clusters Score -9849328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -9849372.000000 Penalty: 5627.749023
	Iteration 46Q: 3 clusters Score -9849372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -9849379.000000 Penalty: 5627.749023
	Iteration 47Q: 3 clusters Score -9849379 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -9849441.000000 Penalty: 5627.749023
	Iteration 48Q: 3 clusters Score -9849441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -9849464.000000 Penalty: 5627.749023
	Iteration 49Q: 3 clusters Score -9849464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -9849504.000000 Penalty: 5627.749023
	Iteration 50Q: 3 clusters Score -9849504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -9849521.000000 Penalty: 5627.749023
	Iteration 51Q: 3 clusters Score -9849521 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -9849554.000000 Penalty: 5627.749023
	Iteration 52Q: 3 clusters Score -9849554 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -9849582.000000 Penalty: 5627.749023
	Iteration 53Q: 3 clusters Score -9849582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9849624.000000 Penalty: 5627.749023
	Iteration 54Q: 3 clusters Score -9849624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -9849641.000000 Penalty: 5627.749023
	Iteration 55Q: 3 clusters Score -9849641 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -9849676.000000 Penalty: 5627.749023
	Iteration 56Q: 3 clusters Score -9849676 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -9849694.000000 Penalty: 5627.749023
	Iteration 57Q: 3 clusters Score -9849694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -9849707.000000 Penalty: 5627.749023
	Iteration 58Q: 3 clusters Score -9849707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -9849737.000000 Penalty: 5627.749023
	Iteration 59Q: 3 clusters Score -9849737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -9849770.000000 Penalty: 5627.749023
	Iteration 60F: 3 clusters Score -9849770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9849769.000000 Penalty: 5627.749023
	Iteration 61Q: 3 clusters Score -9849769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -9849778.000000 Penalty: 5627.749023
	Iteration 62Q: 3 clusters Score -9849778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -9849768.000000 Penalty: 5627.749023
	Iteration 63Q: 3 clusters Score -9849768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9849786.000000 Penalty: 5627.749023
	Iteration 64Q: 3 clusters Score -9849786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -9849808.000000 Penalty: 5627.749023
	Iteration 65Q: 3 clusters Score -9849808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9849815.000000 Penalty: 5627.749023
	Iteration 66Q: 3 clusters Score -9849815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -9849813.000000 Penalty: 5627.749023
	Iteration 67Q: 3 clusters Score -9849813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -9849844.000000 Penalty: 5627.749023
	Iteration 68Q: 3 clusters Score -9849844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9849840.000000 Penalty: 5627.749023
	Iteration 69Q: 3 clusters Score -9849840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -9849842.000000 Penalty: 5627.749023
	Iteration 70Q: 3 clusters Score -9849842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -9849855.000000 Penalty: 5627.749023
	Iteration 71Q: 3 clusters Score -9849855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9849854.000000 Penalty: 5627.749023
	Iteration 72Q: 3 clusters Score -9849854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9849859.000000 Penalty: 5627.749023
	Iteration 73Q: 3 clusters Score -9849859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9849857.000000 Penalty: 5627.749023
	Iteration 74Q: 3 clusters Score -9849857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9849872.000000 Penalty: 5627.749023
	Iteration 75Q: 3 clusters Score -9849872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9849868.000000 Penalty: 5627.749023
	Iteration 76Q: 3 clusters Score -9849868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9849865.000000 Penalty: 5627.749023
	Iteration 77Q: 3 clusters Score -9849865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9849871.000000 Penalty: 5627.749023
	Iteration 78Q: 3 clusters Score -9849871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -9849876.000000 Penalty: 5627.749023
	Iteration 79Q: 3 clusters Score -9849876 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9849872 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9849890 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9849922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9849926 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9849925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9849926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9849931.000000 Penalty: 5627.749023
	Iteration 86Q: 3 clusters Score -9849931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9849944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9849944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9849935.000000 Penalty: 5627.749023
	Iteration 89Q: 3 clusters Score -9849935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9849949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9849936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9849934.000000 Penalty: 5627.749023
	Iteration 92Q: 3 clusters Score -9849934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9849929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9849925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9849949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9849949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9849965.000000 Penalty: 5627.749023
	Iteration 97Q: 3 clusters Score -9849965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9849980.000000 Penalty: 5627.749023
	Iteration 98Q: 3 clusters Score -9849980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9849994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -9849996.000000 Penalty: 5627.749023
	Iteration 100F: 3 clusters Score -9849996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9849991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9849998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9849997 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9849996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9850001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9850006.000000 Penalty: 5627.749023
	Iteration 106Q: 3 clusters Score -9850006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -9849990.000000 Penalty: 5627.749023
	Iteration 107Q: 3 clusters Score -9849990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9849996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9849985.000000 Penalty: 5627.749023
	Iteration 109Q: 3 clusters Score -9849985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9849979.000000 Penalty: 5627.749023
	Iteration 110Q: 3 clusters Score -9849979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9849980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9849984.000000 Penalty: 5627.749023
	Iteration 112Q: 3 clusters Score -9849984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9849992.000000 Penalty: 5627.749023
	Iteration 113Q: 3 clusters Score -9849992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9849995.000000 Penalty: 5627.749023
	Iteration 114Q: 3 clusters Score -9849995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9849991.000000 Penalty: 5627.749023
	Iteration 115Q: 3 clusters Score -9849991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9849996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9850000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9850004.000000 Penalty: 5627.749023
	Iteration 118Q: 3 clusters Score -9850004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9850005.000000 Penalty: 5627.749023
	Iteration 119Q: 3 clusters Score -9850005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9850009.000000 Penalty: 5627.749023
	Iteration 120F: 3 clusters Score -9850009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9850018.000000 Penalty: 5627.749023
	Iteration 121Q: 3 clusters Score -9850018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9850010.000000 Penalty: 5627.749023
	Iteration 122Q: 3 clusters Score -9850010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9850001.000000 Penalty: 5627.749023
	Iteration 123Q: 3 clusters Score -9850001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -9850009.000000 Penalty: 5627.749023
	Iteration 124Q: 3 clusters Score -9850009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9850001.000000 Penalty: 5627.749023
	Iteration 125Q: 3 clusters Score -9850001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9849999.000000 Penalty: 5627.749023
	Iteration 126Q: 3 clusters Score -9849999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9850000.000000 Penalty: 5627.749023
	Iteration 127Q: 3 clusters Score -9850000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9850003.000000 Penalty: 5627.749023
	Iteration 128Q: 3 clusters Score -9850003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9850015.000000 Penalty: 5627.749023
	Iteration 129Q: 3 clusters Score -9850015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9850002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9850007.000000 Penalty: 5627.749023
	Iteration 131Q: 3 clusters Score -9850007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9850005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9850009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9850014.000000 Penalty: 5627.749023
	Iteration 134Q: 3 clusters Score -9850014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9850017.000000 Penalty: 5627.749023
	Iteration 135Q: 3 clusters Score -9850017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9850002.000000 Penalty: 5627.749023
	Iteration 136Q: 3 clusters Score -9850002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9850003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9850012.000000 Penalty: 5627.749023
	Iteration 138Q: 3 clusters Score -9850012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9850013.000000 Penalty: 5627.749023
	Iteration 139Q: 3 clusters Score -9850013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9850008.000000 Penalty: 5627.749023
	Iteration 140F: 3 clusters Score -9850008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9850009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9850009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9850005 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9850004.000000 Penalty: 5627.749023
	Iteration 144Q: 3 clusters Score -9850004 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9850006 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9850003 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9850007 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9850008 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9850012 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9850007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9850016.000000 Penalty: 5627.749023
	Iteration 151Q: 3 clusters Score -9850016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9850008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9850013.000000 Penalty: 5627.749023
	Iteration 153Q: 3 clusters Score -9850013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9850011.000000 Penalty: 5627.749023
	Iteration 154Q: 3 clusters Score -9850011 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9850011 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 156F: 3 clusters Score -9850011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1215 members 
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	Iteration 0F: 2 clusters Score -115906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -113853.3 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 614 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -114407.9 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -114812.6 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -115191.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -115679.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116918.992188 Penalty: 3522.839844
	Iteration 5F: 3 clusters Score -116919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117615.156250 Penalty: 3522.839844
	Iteration 6F: 3 clusters Score -117615.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117820.742188 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -117820.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -117900.671875 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -117900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117922.265625 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -117922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117940.023438 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -117940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117963.500000 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -117963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117974.609375 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -117974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117983.093750 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -117983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118001.179688 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -118001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118009.367188 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -118009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118018.234375 Penalty: 3522.839844
	Iteration 16Q: 3 clusters Score -118018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118029.375000 Penalty: 3522.839844
	Iteration 17Q: 3 clusters Score -118029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -118041.039062 Penalty: 3522.839844
	Iteration 18Q: 3 clusters Score -118041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118052.835938 Penalty: 3522.839844
	Iteration 19Q: 3 clusters Score -118052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118059.234375 Penalty: 3522.839844
	Iteration 20F: 3 clusters Score -118059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118103.343750 Penalty: 3522.839844
	Iteration 21Q: 3 clusters Score -118103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118130.773438 Penalty: 3522.839844
	Iteration 22Q: 3 clusters Score -118130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118130.773438 Penalty: 3522.839844
	Iteration 23F: 3 clusters Score -118130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 273285 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 343 members 
Entering Unmasked Estep 
Score: -183883776.000000 Penalty: 99245.718750
Splitting cluster 16 changes total score from -183878704.000000 to -183883776.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -580267.875000 Penalty: 2107.354736
	Iteration 0F: 2 clusters Score -580267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -575824.562500 Penalty: 4214.709473
	Iteration 0F: 3 clusters Score -575824.6 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -576840.375000 Penalty: 4214.709473
	Iteration 1F: 3 clusters Score -576840.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -577020.875000 Penalty: 4214.709473
	Iteration 2F: 3 clusters Score -577020.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -577132.062500 Penalty: 4214.709473
	Iteration 3Q: 3 clusters Score -577132.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -577216.187500 Penalty: 4214.709473
	Iteration 4Q: 3 clusters Score -577216.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -577277.625000 Penalty: 4214.709473
	Iteration 5Q: 3 clusters Score -577277.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -577322.062500 Penalty: 4214.709473
	Iteration 6Q: 3 clusters Score -577322.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -577364.062500 Penalty: 4214.709473
	Iteration 7Q: 3 clusters Score -577364.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -577412.062500 Penalty: 4214.709473
	Iteration 8Q: 3 clusters Score -577412.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -577453.187500 Penalty: 4214.709473
	Iteration 9Q: 3 clusters Score -577453.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -577496.875000 Penalty: 4214.709473
	Iteration 10Q: 3 clusters Score -577496.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -577536.437500 Penalty: 4214.709473
	Iteration 11Q: 3 clusters Score -577536.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -577572.625000 Penalty: 4214.709473
	Iteration 12Q: 3 clusters Score -577572.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -577614.687500 Penalty: 4214.709473
	Iteration 13Q: 3 clusters Score -577614.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -577647.875000 Penalty: 4214.709473
	Iteration 14Q: 3 clusters Score -577647.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -577679.812500 Penalty: 4214.709473
	Iteration 15Q: 3 clusters Score -577679.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -577712.750000 Penalty: 4214.709473
	Iteration 16Q: 3 clusters Score -577712.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -577756.062500 Penalty: 4214.709473
	Iteration 17Q: 3 clusters Score -577756.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -577788.750000 Penalty: 4214.709473
	Iteration 18Q: 3 clusters Score -577788.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -577816.500000 Penalty: 4214.709473
	Iteration 19Q: 3 clusters Score -577816.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -577849.437500 Penalty: 4214.709473
	Iteration 20F: 3 clusters Score -577849.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -577892.187500 Penalty: 4214.709473
	Iteration 21Q: 3 clusters Score -577892.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -577950.125000 Penalty: 4214.709473
	Iteration 22Q: 3 clusters Score -577950.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -578013.937500 Penalty: 4214.709473
	Iteration 23Q: 3 clusters Score -578013.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -578096.312500 Penalty: 4214.709473
	Iteration 24Q: 3 clusters Score -578096.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -578204.687500 Penalty: 4214.709473
	Iteration 25Q: 3 clusters Score -578204.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -578317.500000 Penalty: 4214.709473
	Iteration 26Q: 3 clusters Score -578317.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -578414.562500 Penalty: 4214.709473
	Iteration 27Q: 3 clusters Score -578414.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -578484.687500 Penalty: 4214.709473
	Iteration 28Q: 3 clusters Score -578484.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -578550.375000 Penalty: 4214.709473
	Iteration 29Q: 3 clusters Score -578550.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -578590.250000 Penalty: 4214.709473
	Iteration 30Q: 3 clusters Score -578590.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -578619.562500 Penalty: 4214.709473
	Iteration 31Q: 3 clusters Score -578619.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -578639.625000 Penalty: 4214.709473
	Iteration 32Q: 3 clusters Score -578639.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -578652.687500 Penalty: 4214.709473
	Iteration 33Q: 3 clusters Score -578652.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -578667.937500 Penalty: 4214.709473
	Iteration 34Q: 3 clusters Score -578667.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -578674.875000 Penalty: 4214.709473
	Iteration 35Q: 3 clusters Score -578674.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -578684.687500 Penalty: 4214.709473
	Iteration 36Q: 3 clusters Score -578684.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -578690.375000 Penalty: 4214.709473
	Iteration 37Q: 3 clusters Score -578690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -578691.875000 Penalty: 4214.709473
	Iteration 38Q: 3 clusters Score -578691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -578695.000000 Penalty: 4214.709473
	Iteration 39Q: 3 clusters Score -578695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -578695.062500 Penalty: 4214.709473
	Iteration 40F: 3 clusters Score -578695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -578695.062500 Penalty: 4214.709473
	Iteration 41Q: 3 clusters Score -578695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -578695.125000 Penalty: 4214.709473
	Iteration 42Q: 3 clusters Score -578695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -578694.500000 Penalty: 4214.709473
	Iteration 43Q: 3 clusters Score -578694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -578695.687500 Penalty: 4214.709473
	Iteration 44Q: 3 clusters Score -578695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -578696.187500 Penalty: 4214.709473
	Iteration 45Q: 3 clusters Score -578696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -578698.000000 Penalty: 4214.709473
	Iteration 46Q: 3 clusters Score -578698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -578698.562500 Penalty: 4214.709473
	Iteration 47Q: 3 clusters Score -578698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -578698.562500 Penalty: 4214.709473
	Iteration 48F: 3 clusters Score -578698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -324534.093750 Penalty: 1975.885498
	Iteration 0F: 2 clusters Score -324534.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -321320.906250 Penalty: 3951.770996
	Iteration 0F: 3 clusters Score -321320.9 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -321979.531250 Penalty: 3951.770996
	Iteration 1F: 3 clusters Score -321979.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322159.875000 Penalty: 3951.770996
	Iteration 2F: 3 clusters Score -322159.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -322328.343750 Penalty: 3951.770996
	Iteration 3F: 3 clusters Score -322328.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -322541.375000 Penalty: 3951.770996
	Iteration 4Q: 3 clusters Score -322541.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322728.218750 Penalty: 3951.770996
	Iteration 5F: 3 clusters Score -322728.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -322906.500000 Penalty: 3951.770996
	Iteration 6F: 3 clusters Score -322906.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -323053.406250 Penalty: 3951.770996
	Iteration 7Q: 3 clusters Score -323053.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -323200.593750 Penalty: 3951.770996
	Iteration 8Q: 3 clusters Score -323200.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -323347.656250 Penalty: 3951.770996
	Iteration 9Q: 3 clusters Score -323347.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -323455.468750 Penalty: 3951.770996
	Iteration 10Q: 3 clusters Score -323455.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -323547.406250 Penalty: 3951.770996
	Iteration 11Q: 3 clusters Score -323547.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -323635.000000 Penalty: 3951.770996
	Iteration 12Q: 3 clusters Score -323635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -323688.437500 Penalty: 3951.770996
	Iteration 13Q: 3 clusters Score -323688.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -323726.031250 Penalty: 3951.770996
	Iteration 14Q: 3 clusters Score -323726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -323762.343750 Penalty: 3951.770996
	Iteration 15Q: 3 clusters Score -323762.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -323789.343750 Penalty: 3951.770996
	Iteration 16Q: 3 clusters Score -323789.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -323809.406250 Penalty: 3951.770996
	Iteration 17Q: 3 clusters Score -323809.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -323823.437500 Penalty: 3951.770996
	Iteration 18Q: 3 clusters Score -323823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -323830.093750 Penalty: 3951.770996
	Iteration 19Q: 3 clusters Score -323830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -323838.031250 Penalty: 3951.770996
	Iteration 20F: 3 clusters Score -323838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -323844.250000 Penalty: 3951.770996
	Iteration 21Q: 3 clusters Score -323844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -323846.906250 Penalty: 3951.770996
	Iteration 22Q: 3 clusters Score -323846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -323846.937500 Penalty: 3951.770996
	Iteration 23Q: 3 clusters Score -323846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -323846.937500 Penalty: 3951.770996
	Iteration 24F: 3 clusters Score -323846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Entering Unmasked Estep 
Score: -8513074.000000 Penalty: 2782.936035
	Iteration 0F: 2 clusters Score -8513074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8463026.000000 Penalty: 5565.872070
	Iteration 0F: 3 clusters Score -8463026 nChanged 34984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -8482799.000000 Penalty: 5565.872070
	Iteration 1F: 3 clusters Score -8482799 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8483514.000000 Penalty: 5565.872070
	Iteration 2Q: 3 clusters Score -8483514 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -8484200.000000 Penalty: 5565.872070
	Iteration 3Q: 3 clusters Score -8484200 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8484891.000000 Penalty: 5565.872070
	Iteration 4Q: 3 clusters Score -8484891 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8485883.000000 Penalty: 5565.872070
	Iteration 5Q: 3 clusters Score -8485883 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8487134.000000 Penalty: 5565.872070
	Iteration 6Q: 3 clusters Score -8487134 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -8489089.000000 Penalty: 5565.872070
	Iteration 7F: 3 clusters Score -8489089 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -8491917.000000 Penalty: 5565.872070
	Iteration 8F: 3 clusters Score -8491917 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -8495684.000000 Penalty: 5565.872070
	Iteration 9F: 3 clusters Score -8495684 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8500168.000000 Penalty: 5565.872070
	Iteration 10F: 3 clusters Score -8500168 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -8504540.000000 Penalty: 5565.872070
	Iteration 11F: 3 clusters Score -8504540 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -8507886.000000 Penalty: 5565.872070
	Iteration 12Q: 3 clusters Score -8507886 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -8509609.000000 Penalty: 5565.872070
	Iteration 13Q: 3 clusters Score -8509609 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -8510226.000000 Penalty: 5565.872070
	Iteration 14Q: 3 clusters Score -8510226 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -8510461.000000 Penalty: 5565.872070
	Iteration 15Q: 3 clusters Score -8510461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -8510561.000000 Penalty: 5565.872070
	Iteration 16Q: 3 clusters Score -8510561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -8510604.000000 Penalty: 5565.872070
	Iteration 17Q: 3 clusters Score -8510604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -8510628.000000 Penalty: 5565.872070
	Iteration 18Q: 3 clusters Score -8510628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -8510623.000000 Penalty: 5565.872070
	Iteration 19Q: 3 clusters Score -8510623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -8510631.000000 Penalty: 5565.872070
	Iteration 20F: 3 clusters Score -8510631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -8510640.000000 Penalty: 5565.872070
	Iteration 21Q: 3 clusters Score -8510640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -8510640.000000 Penalty: 5565.872070
	Iteration 22Q: 3 clusters Score -8510640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -8510643.000000 Penalty: 5565.872070
	Iteration 23Q: 3 clusters Score -8510643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -8510650.000000 Penalty: 5565.872070
	Iteration 24Q: 3 clusters Score -8510650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -8510657.000000 Penalty: 5565.872070
	Iteration 25Q: 3 clusters Score -8510657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -8510659.000000 Penalty: 5565.872070
	Iteration 26Q: 3 clusters Score -8510659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -8510662.000000 Penalty: 5565.872070
	Iteration 27Q: 3 clusters Score -8510662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -8510662.000000 Penalty: 5565.872070
	Iteration 28F: 3 clusters Score -8510662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Entering Unmasked Estep 
Score: -2851591.750000 Penalty: 2501.435791
	Iteration 0F: 2 clusters Score -2851592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2834908.750000 Penalty: 5002.871582
	Iteration 0F: 3 clusters Score -2834909 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2840841.750000 Penalty: 5002.871582
	Iteration 1F: 3 clusters Score -2840842 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2841401.500000 Penalty: 5002.871582
	Iteration 2F: 3 clusters Score -2841402 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2841999.000000 Penalty: 5002.871582
	Iteration 3F: 3 clusters Score -2841999 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2842646.500000 Penalty: 5002.871582
	Iteration 4F: 3 clusters Score -2842646 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2843404.000000 Penalty: 5002.871582
	Iteration 5F: 3 clusters Score -2843404 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2844430.750000 Penalty: 5002.871582
	Iteration 6F: 3 clusters Score -2844431 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2845700.000000 Penalty: 5002.871582
	Iteration 7F: 3 clusters Score -2845700 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2846960.750000 Penalty: 5002.871582
	Iteration 8F: 3 clusters Score -2846961 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2848008.750000 Penalty: 5002.871582
	Iteration 9Q: 3 clusters Score -2848009 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2848625.750000 Penalty: 5002.871582
	Iteration 10Q: 3 clusters Score -2848626 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2849027.500000 Penalty: 5002.871582
	Iteration 11Q: 3 clusters Score -2849028 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2849262.500000 Penalty: 5002.871582
	Iteration 12Q: 3 clusters Score -2849262 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2849435.000000 Penalty: 5002.871582
	Iteration 13Q: 3 clusters Score -2849435 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2849521.500000 Penalty: 5002.871582
	Iteration 14Q: 3 clusters Score -2849522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2849601.250000 Penalty: 5002.871582
	Iteration 15Q: 3 clusters Score -2849601 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2849662.250000 Penalty: 5002.871582
	Iteration 16Q: 3 clusters Score -2849662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2849697.250000 Penalty: 5002.871582
	Iteration 17Q: 3 clusters Score -2849697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2849726.250000 Penalty: 5002.871582
	Iteration 18Q: 3 clusters Score -2849726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2849737.000000 Penalty: 5002.871582
	Iteration 19Q: 3 clusters Score -2849737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2849753.250000 Penalty: 5002.871582
	Iteration 20F: 3 clusters Score -2849753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2849768.500000 Penalty: 5002.871582
	Iteration 21Q: 3 clusters Score -2849768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2849779.250000 Penalty: 5002.871582
	Iteration 22Q: 3 clusters Score -2849779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2849793.250000 Penalty: 5002.871582
	Iteration 23Q: 3 clusters Score -2849793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2849801.750000 Penalty: 5002.871582
	Iteration 24Q: 3 clusters Score -2849802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2849808.000000 Penalty: 5002.871582
	Iteration 25Q: 3 clusters Score -2849808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2849816.500000 Penalty: 5002.871582
	Iteration 26Q: 3 clusters Score -2849816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2849813.000000 Penalty: 5002.871582
	Iteration 27Q: 3 clusters Score -2849813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2849814.500000 Penalty: 5002.871582
	Iteration 28Q: 3 clusters Score -2849814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2849815.750000 Penalty: 5002.871582
	Iteration 29Q: 3 clusters Score -2849816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2849817.250000 Penalty: 5002.871582
	Iteration 30Q: 3 clusters Score -2849817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2849817.250000 Penalty: 5002.871582
	Iteration 31F: 3 clusters Score -2849817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -201143.796875 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -201143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198619.890625 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -198619.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -199591.187500 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -199591.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -201210.703125 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -201210.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -203351.859375 Penalty: 3752.376465
	Iteration 3F: 3 clusters Score -203351.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -206234.078125 Penalty: 3752.376465
	Iteration 4F: 3 clusters Score -206234.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -207243.921875 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -207243.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -207295.703125 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -207295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -207350.125000 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -207350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207391.250000 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -207391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -207418.234375 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -207418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -207440.656250 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -207440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -207455.421875 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -207455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -207460.609375 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -207460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -207472.046875 Penalty: 3752.376465
	Iteration 13F: 3 clusters Score -207472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -207492.625000 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -207492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -207493.609375 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -207493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -207493.609375 Penalty: 3752.376465
	Iteration 16F: 3 clusters Score -207493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1364 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 273285 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 585 members 
Entering Unmasked Estep 
Score: -183890864.000000 Penalty: 102790.210938
Splitting cluster 21 changes total score from -183878704.000000 to -183890864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -100915.625000 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -100915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99059.242188 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -99059.24 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99302.429688 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -99302.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99358.070312 Penalty: 3368.445801
	Iteration 2Q: 3 clusters Score -99358.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99371.437500 Penalty: 3368.445801
	Iteration 3Q: 3 clusters Score -99371.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99377.476562 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -99377.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99382.468750 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -99382.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99388.703125 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -99388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99396.359375 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -99396.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99406.296875 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -99406.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99416.093750 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -99416.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99420.125000 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -99420.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99420.125000 Penalty: 3368.445801
	Iteration 11F: 3 clusters Score -99420.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (201922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201922 members 
Entering Unmasked Estep 
Score: -23777040.000000 Penalty: 3029.478027
	Iteration 0F: 2 clusters Score -2.377704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -23647110.000000 Penalty: 6058.956055
	Iteration 0F: 3 clusters Score -2.364711e+07 nChanged 97243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104705 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -23704306.000000 Penalty: 6058.956055
	Iteration 1F: 3 clusters Score -2.370431e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -23706096.000000 Penalty: 6058.956055
	Iteration 2Q: 3 clusters Score -2.37061e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -23708678.000000 Penalty: 6058.956055
	Iteration 3Q: 3 clusters Score -2.370868e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -23712954.000000 Penalty: 6058.956055
	Iteration 4Q: 3 clusters Score -2.371295e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125554 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -23719426.000000 Penalty: 6058.956055
	Iteration 5F: 3 clusters Score -2.371943e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -23727976.000000 Penalty: 6058.956055
	Iteration 6F: 3 clusters Score -2.372798e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -23738892.000000 Penalty: 6058.956055
	Iteration 7F: 3 clusters Score -2.373889e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -23751010.000000 Penalty: 6058.956055
	Iteration 8F: 3 clusters Score -2.375101e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -23760298.000000 Penalty: 6058.956055
	Iteration 9F: 3 clusters Score -2.37603e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181684 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -23766836.000000 Penalty: 6058.956055
	Iteration 10Q: 3 clusters Score -2.376684e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -23770514.000000 Penalty: 6058.956055
	Iteration 11Q: 3 clusters Score -2.377051e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189952 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -23772480.000000 Penalty: 6058.956055
	Iteration 12Q: 3 clusters Score -2.377248e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -23773686.000000 Penalty: 6058.956055
	Iteration 13Q: 3 clusters Score -2.377369e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193581 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -23774404.000000 Penalty: 6058.956055
	Iteration 14Q: 3 clusters Score -2.37744e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194687 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -23774912.000000 Penalty: 6058.956055
	Iteration 15Q: 3 clusters Score -2.377491e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195528 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -23775304.000000 Penalty: 6058.956055
	Iteration 16Q: 3 clusters Score -2.37753e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196146 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -23775522.000000 Penalty: 6058.956055
	Iteration 17Q: 3 clusters Score -2.377552e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196595 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -23775696.000000 Penalty: 6058.956055
	Iteration 18Q: 3 clusters Score -2.37757e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196909 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -23775854.000000 Penalty: 6058.956055
	Iteration 19Q: 3 clusters Score -2.377585e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197192 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -23775866.000000 Penalty: 6058.956055
	Iteration 20F: 3 clusters Score -2.377587e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197389 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -23775920.000000 Penalty: 6058.956055
	Iteration 21Q: 3 clusters Score -2.377592e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197524 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -23776000.000000 Penalty: 6058.956055
	Iteration 22Q: 3 clusters Score -2.3776e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197634 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -23775976.000000 Penalty: 6058.956055
	Iteration 23Q: 3 clusters Score -2.377598e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197703 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -23775960.000000 Penalty: 6058.956055
	Iteration 24Q: 3 clusters Score -2.377596e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -23775974.000000 Penalty: 6058.956055
	Iteration 25Q: 3 clusters Score -2.377597e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -23775940.000000 Penalty: 6058.956055
	Iteration 26Q: 3 clusters Score -2.377594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197889 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -23775948.000000 Penalty: 6058.956055
	Iteration 27Q: 3 clusters Score -2.377595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197916 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -23775952.000000 Penalty: 6058.956055
	Iteration 28Q: 3 clusters Score -2.377595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197946 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23775948.000000 Penalty: 6058.956055
	Iteration 29Q: 3 clusters Score -2.377595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -23775930.000000 Penalty: 6058.956055
	Iteration 30Q: 3 clusters Score -2.377593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197994 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -23775952.000000 Penalty: 6058.956055
	Iteration 31Q: 3 clusters Score -2.377595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198019 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -23775934.000000 Penalty: 6058.956055
	Iteration 32Q: 3 clusters Score -2.377593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198035 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -23775970.000000 Penalty: 6058.956055
	Iteration 33Q: 3 clusters Score -2.377597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198050 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -23775968.000000 Penalty: 6058.956055
	Iteration 34Q: 3 clusters Score -2.377597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198065 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -23775960.000000 Penalty: 6058.956055
	Iteration 35Q: 3 clusters Score -2.377596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198078 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -23775952.000000 Penalty: 6058.956055
	Iteration 36Q: 3 clusters Score -2.377595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198091 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -23775938.000000 Penalty: 6058.956055
	Iteration 37Q: 3 clusters Score -2.377594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198101 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -23775950.000000 Penalty: 6058.956055
	Iteration 38Q: 3 clusters Score -2.377595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198118 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -23775938.000000 Penalty: 6058.956055
	Iteration 39Q: 3 clusters Score -2.377594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198140 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -23775960.000000 Penalty: 6058.956055
	Iteration 40F: 3 clusters Score -2.377596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198160 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -23775946.000000 Penalty: 6058.956055
	Iteration 41Q: 3 clusters Score -2.377595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198177 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -23775954.000000 Penalty: 6058.956055
	Iteration 42Q: 3 clusters Score -2.377595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198191 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -23775988.000000 Penalty: 6058.956055
	Iteration 43Q: 3 clusters Score -2.377599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198200 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -23775970.000000 Penalty: 6058.956055
	Iteration 44Q: 3 clusters Score -2.377597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198216 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -23775970.000000 Penalty: 6058.956055
	Iteration 45Q: 3 clusters Score -2.377597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198228 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -23775964.000000 Penalty: 6058.956055
	Iteration 46Q: 3 clusters Score -2.377596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198243 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -23775974.000000 Penalty: 6058.956055
	Iteration 47Q: 3 clusters Score -2.377597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198257 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -23775942.000000 Penalty: 6058.956055
	Iteration 48Q: 3 clusters Score -2.377594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198274 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -23775950.000000 Penalty: 6058.956055
	Iteration 49Q: 3 clusters Score -2.377595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198288 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -23775944.000000 Penalty: 6058.956055
	Iteration 50Q: 3 clusters Score -2.377594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198305 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -23775968.000000 Penalty: 6058.956055
	Iteration 51Q: 3 clusters Score -2.377597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198317 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -23775958.000000 Penalty: 6058.956055
	Iteration 52Q: 3 clusters Score -2.377596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198333 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -23775938.000000 Penalty: 6058.956055
	Iteration 53Q: 3 clusters Score -2.377594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198341 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -23775954.000000 Penalty: 6058.956055
	Iteration 54Q: 3 clusters Score -2.377595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -23775958.000000 Penalty: 6058.956055
	Iteration 55Q: 3 clusters Score -2.377596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23775922.000000 Penalty: 6058.956055
	Iteration 56Q: 3 clusters Score -2.377592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198353 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -23775924.000000 Penalty: 6058.956055
	Iteration 57Q: 3 clusters Score -2.377592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23775932.000000 Penalty: 6058.956055
	Iteration 58Q: 3 clusters Score -2.377593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198349 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -23775924.000000 Penalty: 6058.956055
	Iteration 59Q: 3 clusters Score -2.377592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198345 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -23775944.000000 Penalty: 6058.956055
	Iteration 60F: 3 clusters Score -2.377594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198345 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -23775948.000000 Penalty: 6058.956055
	Iteration 61Q: 3 clusters Score -2.377595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198346 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -23775950.000000 Penalty: 6058.956055
	Iteration 62Q: 3 clusters Score -2.377595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198347 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -23775956.000000 Penalty: 6058.956055
	Iteration 63Q: 3 clusters Score -2.377596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -23775954.000000 Penalty: 6058.956055
	Iteration 64Q: 3 clusters Score -2.377595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198350 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23775958.000000 Penalty: 6058.956055
	Iteration 65Q: 3 clusters Score -2.377596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -23775954.000000 Penalty: 6058.956055
	Iteration 66Q: 3 clusters Score -2.377595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198350 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23775942.000000 Penalty: 6058.956055
	Iteration 67Q: 3 clusters Score -2.377594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23775938.000000 Penalty: 6058.956055
	Iteration 68Q: 3 clusters Score -2.377594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198355 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -23775954.000000 Penalty: 6058.956055
	Iteration 69Q: 3 clusters Score -2.377595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198359 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -23775936.000000 Penalty: 6058.956055
	Iteration 70Q: 3 clusters Score -2.377594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198368 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -23775956.000000 Penalty: 6058.956055
	Iteration 71Q: 3 clusters Score -2.377596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198372 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23775944.000000 Penalty: 6058.956055
	Iteration 72Q: 3 clusters Score -2.377594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198377 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -23775960.000000 Penalty: 6058.956055
	Iteration 73Q: 3 clusters Score -2.377596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198383 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -23775960.000000 Penalty: 6058.956055
	Iteration 74Q: 3 clusters Score -2.377596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198387 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -23775946.000000 Penalty: 6058.956055
	Iteration 75Q: 3 clusters Score -2.377595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198388 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -23775954.000000 Penalty: 6058.956055
	Iteration 76Q: 3 clusters Score -2.377595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198388 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -23775946.000000 Penalty: 6058.956055
	Iteration 77Q: 3 clusters Score -2.377595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198389 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23775946.000000 Penalty: 6058.956055
	Iteration 78Q: 3 clusters Score -2.377595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198390 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -23775958.000000 Penalty: 6058.956055
	Iteration 79Q: 3 clusters Score -2.377596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198392 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23775942.000000 Penalty: 6058.956055
	Iteration 80F: 3 clusters Score -2.377594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -150132.500000 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -150132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147933.578125 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -147933.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148553.546875 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -148553.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -148984.484375 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -148984.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -149534.187500 Penalty: 3580.215820
	Iteration 3F: 3 clusters Score -149534.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -150384.156250 Penalty: 3580.215820
	Iteration 4F: 3 clusters Score -150384.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -150859.328125 Penalty: 3580.215820
	Iteration 5F: 3 clusters Score -150859.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -150968.546875 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -150968.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -151001.828125 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -151001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -151007.500000 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -151007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -151010.296875 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -151010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -151010.296875 Penalty: 3580.215820
	Iteration 10F: 3 clusters Score -151010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1081 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 273285 members 
Mstep: Class 27 contains 281 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 585 members 
Mstep: Class 30 contains 283 members 
Entering Unmasked Estep 
Score: -183889232.000000 Penalty: 106334.703125
Splitting cluster 24 changes total score from -183878704.000000 to -183889232.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (12875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Entering Unmasked Estep 
Score: -1404670.375000 Penalty: 2346.834473
	Iteration 0F: 2 clusters Score -1404670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1395158.125000 Penalty: 4693.668945
	Iteration 0F: 3 clusters Score -1395158 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1398259.625000 Penalty: 4693.668945
	Iteration 1F: 3 clusters Score -1398260 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1398783.000000 Penalty: 4693.668945
	Iteration 2F: 3 clusters Score -1398783 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1399279.375000 Penalty: 4693.668945
	Iteration 3F: 3 clusters Score -1399279 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1399712.625000 Penalty: 4693.668945
	Iteration 4F: 3 clusters Score -1399713 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1400136.250000 Penalty: 4693.668945
	Iteration 5F: 3 clusters Score -1400136 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1400577.625000 Penalty: 4693.668945
	Iteration 6F: 3 clusters Score -1400578 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1401006.875000 Penalty: 4693.668945
	Iteration 7Q: 3 clusters Score -1401007 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1401456.375000 Penalty: 4693.668945
	Iteration 8Q: 3 clusters Score -1401456 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1401902.125000 Penalty: 4693.668945
	Iteration 9Q: 3 clusters Score -1401902 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1402275.625000 Penalty: 4693.668945
	Iteration 10Q: 3 clusters Score -1402276 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1402611.000000 Penalty: 4693.668945
	Iteration 11Q: 3 clusters Score -1402611 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1402862.750000 Penalty: 4693.668945
	Iteration 12Q: 3 clusters Score -1402863 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1403059.750000 Penalty: 4693.668945
	Iteration 13Q: 3 clusters Score -1403060 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1403203.875000 Penalty: 4693.668945
	Iteration 14Q: 3 clusters Score -1403204 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1403294.125000 Penalty: 4693.668945
	Iteration 15Q: 3 clusters Score -1403294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1403341.250000 Penalty: 4693.668945
	Iteration 16Q: 3 clusters Score -1403341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1403370.250000 Penalty: 4693.668945
	Iteration 17Q: 3 clusters Score -1403370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1403395.500000 Penalty: 4693.668945
	Iteration 18Q: 3 clusters Score -1403396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1403433.500000 Penalty: 4693.668945
	Iteration 19Q: 3 clusters Score -1403434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1403454.000000 Penalty: 4693.668945
	Iteration 20F: 3 clusters Score -1403454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1403480.625000 Penalty: 4693.668945
	Iteration 21Q: 3 clusters Score -1403481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1403495.375000 Penalty: 4693.668945
	Iteration 22Q: 3 clusters Score -1403495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1403501.375000 Penalty: 4693.668945
	Iteration 23Q: 3 clusters Score -1403501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1403503.125000 Penalty: 4693.668945
	Iteration 24Q: 3 clusters Score -1403503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1403507.750000 Penalty: 4693.668945
	Iteration 25Q: 3 clusters Score -1403508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1403505.875000 Penalty: 4693.668945
	Iteration 26Q: 3 clusters Score -1403506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1403506.625000 Penalty: 4693.668945
	Iteration 27Q: 3 clusters Score -1403507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1403507.375000 Penalty: 4693.668945
	Iteration 28Q: 3 clusters Score -1403507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1403507.375000 Penalty: 4693.668945
	Iteration 29F: 3 clusters Score -1403507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 45930 members 
Mstep: Class 4 contains 19894 members 
Mstep: Class 5 contains 47771 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 53742 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 202953 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 229231 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 84649 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 4902 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 74721 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 201922 members 
Mstep: Class 24 contains 1081 members 
Mstep: Class 25 contains 12875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 3051.025635 but Gain 3544.492188
Score: -183898112.000000 Penalty: 102790.210938
Iteration 79Q: 30 clusters Score -1.838981e+08 nChanged 29088
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 46412 members 
Mstep: Class 4 contains 20136 members 
Mstep: Class 5 contains 51116 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 7 contains 54118 members 
Mstep: Class 8 contains 217292 members 
Mstep: Class 9 contains 204355 members 
Mstep: Class 10 contains 11909 members 
Mstep: Class 11 contains 227413 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 38291 members 
Mstep: Class 14 contains 44307 members 
Mstep: Class 15 contains 84562 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 74591 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 203923 members 
Mstep: Class 24 contains 1166 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 263362 members 
Mstep: Class 27 contains 284 members 
Mstep: Class 28 contains 541 members 
Mstep: Class 29 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183908064.000000 Penalty: 102790.210938
Iteration 80F: 30 clusters Score -1.839081e+08 nChanged 31903
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 46558 members 
Mstep: Class 4 contains 20203 members 
Mstep: Class 5 contains 53945 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 54073 members 
Mstep: Class 8 contains 216735 members 
Mstep: Class 9 contains 202188 members 
Mstep: Class 10 contains 11873 members 
Mstep: Class 11 contains 223066 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 38554 members 
Mstep: Class 14 contains 45122 members 
Mstep: Class 15 contains 84463 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 74479 members 
Mstep: Class 20 contains 24538 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 203763 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13124 members 
Mstep: Class 26 contains 266953 members 
Mstep: Class 27 contains 333 members 
Mstep: Class 28 contains 537 members 
Mstep: Class 29 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183916416.000000 Penalty: 102790.210938
Iteration 81Q: 30 clusters Score -1.839164e+08 nChanged 26149
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 46697 members 
Mstep: Class 4 contains 20296 members 
Mstep: Class 5 contains 56837 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 54084 members 
Mstep: Class 8 contains 216297 members 
Mstep: Class 9 contains 201037 members 
Mstep: Class 10 contains 11821 members 
Mstep: Class 11 contains 219244 members 
Mstep: Class 12 contains 668 members 
Mstep: Class 13 contains 38802 members 
Mstep: Class 14 contains 45845 members 
Mstep: Class 15 contains 84373 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 74296 members 
Mstep: Class 20 contains 24724 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 203719 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13033 members 
Mstep: Class 26 contains 268644 members 
Mstep: Class 27 contains 369 members 
Mstep: Class 28 contains 534 members 
Mstep: Class 29 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183921664.000000 Penalty: 102790.210938
Iteration 82Q: 30 clusters Score -1.839217e+08 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 46868 members 
Mstep: Class 4 contains 20404 members 
Mstep: Class 5 contains 59735 members 
Mstep: Class 6 contains 8198 members 
Mstep: Class 7 contains 54137 members 
Mstep: Class 8 contains 215688 members 
Mstep: Class 9 contains 200486 members 
Mstep: Class 10 contains 11758 members 
Mstep: Class 11 contains 216134 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 38978 members 
Mstep: Class 14 contains 46527 members 
Mstep: Class 15 contains 84313 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 74133 members 
Mstep: Class 20 contains 24891 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 203681 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12993 members 
Mstep: Class 26 contains 269125 members 
Mstep: Class 27 contains 400 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183926448.000000 Penalty: 102790.210938
Iteration 83Q: 30 clusters Score -1.839264e+08 nChanged 21439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 47020 members 
Mstep: Class 4 contains 20512 members 
Mstep: Class 5 contains 62538 members 
Mstep: Class 6 contains 8191 members 
Mstep: Class 7 contains 54186 members 
Mstep: Class 8 contains 215072 members 
Mstep: Class 9 contains 200365 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 213391 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 39125 members 
Mstep: Class 14 contains 47161 members 
Mstep: Class 15 contains 84286 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 73983 members 
Mstep: Class 20 contains 25037 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 203759 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12978 members 
Mstep: Class 26 contains 268862 members 
Mstep: Class 27 contains 413 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183928480.000000 Penalty: 102790.210938
Iteration 84Q: 30 clusters Score -1.839285e+08 nChanged 19808
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 47153 members 
Mstep: Class 4 contains 20607 members 
Mstep: Class 5 contains 65238 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 54257 members 
Mstep: Class 8 contains 214439 members 
Mstep: Class 9 contains 200510 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 210848 members 
Mstep: Class 12 contains 670 members 
Mstep: Class 13 contains 39303 members 
Mstep: Class 14 contains 47701 members 
Mstep: Class 15 contains 84255 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 73852 members 
Mstep: Class 20 contains 25155 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 203983 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12967 members 
Mstep: Class 26 contains 268149 members 
Mstep: Class 27 contains 420 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183932512.000000 Penalty: 102790.210938
Iteration 85Q: 30 clusters Score -1.839325e+08 nChanged 18469
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 47296 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 67747 members 
Mstep: Class 6 contains 8179 members 
Mstep: Class 7 contains 54422 members 
Mstep: Class 8 contains 213974 members 
Mstep: Class 9 contains 200819 members 
Mstep: Class 10 contains 11598 members 
Mstep: Class 11 contains 208601 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 13 contains 39455 members 
Mstep: Class 14 contains 48191 members 
Mstep: Class 15 contains 84210 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 4095 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 73720 members 
Mstep: Class 20 contains 25261 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 204385 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12966 members 
Mstep: Class 26 contains 266861 members 
Mstep: Class 27 contains 429 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183935696.000000 Penalty: 102790.210938
Iteration 86Q: 30 clusters Score -1.839357e+08 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 20764 members 
Mstep: Class 5 contains 70115 members 
Mstep: Class 6 contains 8171 members 
Mstep: Class 7 contains 54589 members 
Mstep: Class 8 contains 213581 members 
Mstep: Class 9 contains 201302 members 
Mstep: Class 10 contains 11547 members 
Mstep: Class 11 contains 206465 members 
Mstep: Class 12 contains 674 members 
Mstep: Class 13 contains 39568 members 
Mstep: Class 14 contains 48640 members 
Mstep: Class 15 contains 84183 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 73588 members 
Mstep: Class 20 contains 25375 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 902 members 
Mstep: Class 23 contains 204956 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 12997 members 
Mstep: Class 26 contains 265234 members 
Mstep: Class 27 contains 433 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183938048.000000 Penalty: 102790.210938
Iteration 87Q: 30 clusters Score -1.83938e+08 nChanged 16129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 3 contains 47527 members 
Mstep: Class 4 contains 20793 members 
Mstep: Class 5 contains 72260 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 54722 members 
Mstep: Class 8 contains 213277 members 
Mstep: Class 9 contains 201912 members 
Mstep: Class 10 contains 11494 members 
Mstep: Class 11 contains 204544 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39657 members 
Mstep: Class 14 contains 49077 members 
Mstep: Class 15 contains 84155 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 73493 members 
Mstep: Class 20 contains 25494 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 205570 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13017 members 
Mstep: Class 26 contains 263457 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183940784.000000 Penalty: 102790.210938
Iteration 88Q: 30 clusters Score -1.839408e+08 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 47623 members 
Mstep: Class 4 contains 20799 members 
Mstep: Class 5 contains 74183 members 
Mstep: Class 6 contains 8161 members 
Mstep: Class 7 contains 54811 members 
Mstep: Class 8 contains 213100 members 
Mstep: Class 9 contains 202514 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 202730 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 39744 members 
Mstep: Class 14 contains 49500 members 
Mstep: Class 15 contains 84143 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73424 members 
Mstep: Class 20 contains 25630 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 206241 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 261642 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 610 members 
Entering Unmasked Estep 
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Score: -183943904.000000 Penalty: 102790.210938
Iteration 89Q: 30 clusters Score -1.839439e+08 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 47712 members 
Mstep: Class 4 contains 20820 members 
Mstep: Class 5 contains 75910 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 54849 members 
Mstep: Class 8 contains 212967 members 
Mstep: Class 9 contains 202990 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 201172 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39830 members 
Mstep: Class 14 contains 49929 members 
Mstep: Class 15 contains 84113 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 73373 members 
Mstep: Class 20 contains 25712 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 206930 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13117 members 
Mstep: Class 26 contains 259875 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
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Score: -183945808.000000 Penalty: 102790.210938
Iteration 90Q: 30 clusters Score -1.839458e+08 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 47774 members 
Mstep: Class 4 contains 20844 members 
Mstep: Class 5 contains 77423 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 54904 members 
Mstep: Class 8 contains 212880 members 
Mstep: Class 9 contains 203370 members 
Mstep: Class 10 contains 11325 members 
Mstep: Class 11 contains 199731 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39913 members 
Mstep: Class 14 contains 50325 members 
Mstep: Class 15 contains 84088 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 73343 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 905 members 
Mstep: Class 23 contains 207686 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13189 members 
Mstep: Class 26 contains 258229 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
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Score: -183947072.000000 Penalty: 102790.210938
Iteration 91Q: 30 clusters Score -1.839471e+08 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5195 members 
Mstep: Class 3 contains 47803 members 
Mstep: Class 4 contains 20838 members 
Mstep: Class 5 contains 78798 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 54978 members 
Mstep: Class 8 contains 212906 members 
Mstep: Class 9 contains 203743 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 198407 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40015 members 
Mstep: Class 14 contains 50658 members 
Mstep: Class 15 contains 84065 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73298 members 
Mstep: Class 20 contains 25788 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 907 members 
Mstep: Class 23 contains 208454 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13267 members 
Mstep: Class 26 contains 256632 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
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Iteration 92Q: 30 clusters Score -1.839492e+08 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 47840 members 
Mstep: Class 4 contains 20826 members 
Mstep: Class 5 contains 80023 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 55034 members 
Mstep: Class 8 contains 213136 members 
Mstep: Class 9 contains 204009 members 
Mstep: Class 10 contains 11213 members 
Mstep: Class 11 contains 197195 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40097 members 
Mstep: Class 14 contains 50988 members 
Mstep: Class 15 contains 84040 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 73242 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 209217 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 255062 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183950192.000000 Penalty: 102790.210938
Iteration 93Q: 30 clusters Score -1.839502e+08 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 47864 members 
Mstep: Class 4 contains 20806 members 
Mstep: Class 5 contains 81171 members 
Mstep: Class 6 contains 8119 members 
Mstep: Class 7 contains 55074 members 
Mstep: Class 8 contains 213447 members 
Mstep: Class 9 contains 204127 members 
Mstep: Class 10 contains 11170 members 
Mstep: Class 11 contains 196029 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40156 members 
Mstep: Class 14 contains 51275 members 
Mstep: Class 15 contains 84019 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 73198 members 
Mstep: Class 20 contains 25830 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 209985 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 253644 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183951600.000000 Penalty: 102790.210938
Iteration 94Q: 30 clusters Score -1.839516e+08 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 47898 members 
Mstep: Class 4 contains 20796 members 
Mstep: Class 5 contains 82215 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 55136 members 
Mstep: Class 8 contains 213764 members 
Mstep: Class 9 contains 204182 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 194964 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40212 members 
Mstep: Class 14 contains 51548 members 
Mstep: Class 15 contains 84011 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 73175 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 210659 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13374 members 
Mstep: Class 26 contains 252305 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183953312.000000 Penalty: 102790.210938
Iteration 95Q: 30 clusters Score -1.839533e+08 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 47902 members 
Mstep: Class 4 contains 20773 members 
Mstep: Class 5 contains 83146 members 
Mstep: Class 6 contains 8100 members 
Mstep: Class 7 contains 55143 members 
Mstep: Class 8 contains 214128 members 
Mstep: Class 9 contains 204047 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 194045 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 51847 members 
Mstep: Class 15 contains 84012 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 73134 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 211420 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 251108 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183953616.000000 Penalty: 102790.210938
Iteration 96Q: 30 clusters Score -1.839536e+08 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 47874 members 
Mstep: Class 4 contains 20725 members 
Mstep: Class 5 contains 83977 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 55114 members 
Mstep: Class 8 contains 214527 members 
Mstep: Class 9 contains 203871 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 193228 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40228 members 
Mstep: Class 14 contains 52109 members 
Mstep: Class 15 contains 84009 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2903 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 73116 members 
Mstep: Class 20 contains 25891 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 913 members 
Mstep: Class 23 contains 212233 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13402 members 
Mstep: Class 26 contains 249955 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183954320.000000 Penalty: 102790.210938
Iteration 97Q: 30 clusters Score -1.839543e+08 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 47840 members 
Mstep: Class 4 contains 20688 members 
Mstep: Class 5 contains 84654 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 55090 members 
Mstep: Class 8 contains 214932 members 
Mstep: Class 9 contains 203662 members 
Mstep: Class 10 contains 11037 members 
Mstep: Class 11 contains 192532 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40238 members 
Mstep: Class 14 contains 52322 members 
Mstep: Class 15 contains 84003 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 73118 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 212958 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13423 members 
Mstep: Class 26 contains 248975 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183955840.000000 Penalty: 102790.210938
Iteration 98Q: 30 clusters Score -1.839558e+08 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 47809 members 
Mstep: Class 4 contains 20641 members 
Mstep: Class 5 contains 85277 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 7 contains 55059 members 
Mstep: Class 8 contains 215384 members 
Mstep: Class 9 contains 203417 members 
Mstep: Class 10 contains 10998 members 
Mstep: Class 11 contains 191904 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40266 members 
Mstep: Class 14 contains 52543 members 
Mstep: Class 15 contains 83996 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 73134 members 
Mstep: Class 20 contains 25954 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 213551 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13437 members 
Mstep: Class 26 contains 248072 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183956272.000000 Penalty: 102790.210938
Iteration 99Q: 30 clusters Score -1.839563e+08 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 47782 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 85864 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 55040 members 
Mstep: Class 8 contains 215895 members 
Mstep: Class 9 contains 203089 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 191339 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40292 members 
Mstep: Class 14 contains 52780 members 
Mstep: Class 15 contains 83989 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 73127 members 
Mstep: Class 20 contains 25980 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 214080 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13452 members 
Mstep: Class 26 contains 247226 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183958624.000000 Penalty: 102790.210938
Iteration 100F: 30 clusters Score -1.839586e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 47775 members 
Mstep: Class 4 contains 20532 members 
Mstep: Class 5 contains 86395 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 54986 members 
Mstep: Class 8 contains 216384 members 
Mstep: Class 9 contains 202712 members 
Mstep: Class 10 contains 10931 members 
Mstep: Class 11 contains 190882 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40318 members 
Mstep: Class 14 contains 53000 members 
Mstep: Class 15 contains 83980 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73144 members 
Mstep: Class 20 contains 26017 members 
Mstep: Class 21 contains 1342 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 214607 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13459 members 
Mstep: Class 26 contains 246385 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 632 members 
Entering Unmasked Estep 
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Iteration 101Q: 30 clusters Score -1.839601e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 47741 members 
Mstep: Class 4 contains 20463 members 
Mstep: Class 5 contains 86886 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 54938 members 
Mstep: Class 8 contains 216789 members 
Mstep: Class 9 contains 202466 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 11 contains 190479 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40337 members 
Mstep: Class 14 contains 53204 members 
Mstep: Class 15 contains 83974 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 73151 members 
Mstep: Class 20 contains 26050 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 215060 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13459 members 
Mstep: Class 26 contains 245638 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 629 members 
Entering Unmasked Estep 
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Iteration 102Q: 30 clusters Score -1.839603e+08 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 47711 members 
Mstep: Class 4 contains 20390 members 
Mstep: Class 5 contains 87321 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 54902 members 
Mstep: Class 8 contains 217242 members 
Mstep: Class 9 contains 202220 members 
Mstep: Class 10 contains 10869 members 
Mstep: Class 11 contains 190107 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40369 members 
Mstep: Class 14 contains 53407 members 
Mstep: Class 15 contains 83977 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 73164 members 
Mstep: Class 20 contains 26053 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 215310 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13469 members 
Mstep: Class 26 contains 245041 members 
Mstep: Class 27 contains 495 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183960320.000000 Penalty: 102790.210938
Iteration 103Q: 30 clusters Score -1.839603e+08 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 47688 members 
Mstep: Class 4 contains 20295 members 
Mstep: Class 5 contains 87698 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 54863 members 
Mstep: Class 8 contains 217617 members 
Mstep: Class 9 contains 202039 members 
Mstep: Class 10 contains 10835 members 
Mstep: Class 11 contains 189735 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40399 members 
Mstep: Class 14 contains 53585 members 
Mstep: Class 15 contains 83974 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73177 members 
Mstep: Class 20 contains 26067 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 215601 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 244518 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 30 clusters Score -1.839614e+08 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 47658 members 
Mstep: Class 4 contains 20220 members 
Mstep: Class 5 contains 88026 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 7 contains 54829 members 
Mstep: Class 8 contains 217983 members 
Mstep: Class 9 contains 201832 members 
Mstep: Class 10 contains 10799 members 
Mstep: Class 11 contains 189405 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 53717 members 
Mstep: Class 15 contains 83972 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 73195 members 
Mstep: Class 20 contains 26070 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 215867 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13495 members 
Mstep: Class 26 contains 244115 members 
Mstep: Class 27 contains 503 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 625 members 
Entering Unmasked Estep 
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Iteration 105Q: 30 clusters Score -1.83962e+08 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 47635 members 
Mstep: Class 4 contains 20132 members 
Mstep: Class 5 contains 88323 members 
Mstep: Class 6 contains 8036 members 
Mstep: Class 7 contains 54801 members 
Mstep: Class 8 contains 218339 members 
Mstep: Class 9 contains 201640 members 
Mstep: Class 10 contains 10770 members 
Mstep: Class 11 contains 189097 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40406 members 
Mstep: Class 14 contains 53851 members 
Mstep: Class 15 contains 83975 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73205 members 
Mstep: Class 20 contains 26091 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 216071 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13495 members 
Mstep: Class 26 contains 243796 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
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Iteration 106Q: 30 clusters Score -1.839623e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 47596 members 
Mstep: Class 4 contains 20056 members 
Mstep: Class 5 contains 88605 members 
Mstep: Class 6 contains 8030 members 
Mstep: Class 7 contains 54766 members 
Mstep: Class 8 contains 218755 members 
Mstep: Class 9 contains 201375 members 
Mstep: Class 10 contains 10744 members 
Mstep: Class 11 contains 188840 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40391 members 
Mstep: Class 14 contains 53976 members 
Mstep: Class 15 contains 83966 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 2608 members 
Mstep: Class 19 contains 73211 members 
Mstep: Class 20 contains 26103 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 216276 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13479 members 
Mstep: Class 26 contains 243519 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
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Iteration 107Q: 30 clusters Score -1.83963e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 47555 members 
Mstep: Class 4 contains 19997 members 
Mstep: Class 5 contains 88876 members 
Mstep: Class 6 contains 8024 members 
Mstep: Class 7 contains 54753 members 
Mstep: Class 8 contains 219070 members 
Mstep: Class 9 contains 201096 members 
Mstep: Class 10 contains 10724 members 
Mstep: Class 11 contains 188571 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 54097 members 
Mstep: Class 15 contains 83961 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 73233 members 
Mstep: Class 20 contains 26112 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 216469 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13471 members 
Mstep: Class 26 contains 243314 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
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Iteration 108Q: 30 clusters Score -1.839632e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 47530 members 
Mstep: Class 4 contains 19946 members 
Mstep: Class 5 contains 89141 members 
Mstep: Class 6 contains 8018 members 
Mstep: Class 7 contains 54741 members 
Mstep: Class 8 contains 219395 members 
Mstep: Class 9 contains 200823 members 
Mstep: Class 10 contains 10703 members 
Mstep: Class 11 contains 188309 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40374 members 
Mstep: Class 14 contains 54215 members 
Mstep: Class 15 contains 83952 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2548 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 73249 members 
Mstep: Class 20 contains 26114 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 216599 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13482 members 
Mstep: Class 26 contains 243127 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183963456.000000 Penalty: 102790.210938
Iteration 109Q: 30 clusters Score -1.839635e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 19906 members 
Mstep: Class 5 contains 89369 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 54717 members 
Mstep: Class 8 contains 219741 members 
Mstep: Class 9 contains 200495 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 188068 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40366 members 
Mstep: Class 14 contains 54308 members 
Mstep: Class 15 contains 83955 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 73264 members 
Mstep: Class 20 contains 26138 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 216737 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13489 members 
Mstep: Class 26 contains 242966 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183963680.000000 Penalty: 102790.210938
Iteration 110Q: 30 clusters Score -1.839637e+08 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 47486 members 
Mstep: Class 4 contains 19863 members 
Mstep: Class 5 contains 89569 members 
Mstep: Class 6 contains 8002 members 
Mstep: Class 7 contains 54693 members 
Mstep: Class 8 contains 220092 members 
Mstep: Class 9 contains 200173 members 
Mstep: Class 10 contains 10679 members 
Mstep: Class 11 contains 187828 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40384 members 
Mstep: Class 14 contains 54388 members 
Mstep: Class 15 contains 83953 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 73276 members 
Mstep: Class 20 contains 26158 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 216851 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 242851 members 
Mstep: Class 27 contains 520 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964320.000000 Penalty: 102790.210938
Iteration 111Q: 30 clusters Score -1.839643e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 47473 members 
Mstep: Class 4 contains 19822 members 
Mstep: Class 5 contains 89744 members 
Mstep: Class 6 contains 7994 members 
Mstep: Class 7 contains 54661 members 
Mstep: Class 8 contains 220429 members 
Mstep: Class 9 contains 199882 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 187640 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40372 members 
Mstep: Class 14 contains 54468 members 
Mstep: Class 15 contains 83952 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2499 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73280 members 
Mstep: Class 20 contains 26159 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 917 members 
Mstep: Class 23 contains 216965 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13510 members 
Mstep: Class 26 contains 242737 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964992.000000 Penalty: 102790.210938
Iteration 112Q: 30 clusters Score -1.83965e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 19792 members 
Mstep: Class 5 contains 89887 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 54642 members 
Mstep: Class 8 contains 220784 members 
Mstep: Class 9 contains 199583 members 
Mstep: Class 10 contains 10670 members 
Mstep: Class 11 contains 187449 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40362 members 
Mstep: Class 14 contains 54546 members 
Mstep: Class 15 contains 83947 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2480 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 73286 members 
Mstep: Class 20 contains 26178 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217035 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13510 members 
Mstep: Class 26 contains 242640 members 
Mstep: Class 27 contains 522 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964800.000000 Penalty: 102790.210938
Iteration 113Q: 30 clusters Score -1.839648e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 47488 members 
Mstep: Class 4 contains 19762 members 
Mstep: Class 5 contains 90044 members 
Mstep: Class 6 contains 7980 members 
Mstep: Class 7 contains 54624 members 
Mstep: Class 8 contains 221148 members 
Mstep: Class 9 contains 199275 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 187269 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40344 members 
Mstep: Class 14 contains 54615 members 
Mstep: Class 15 contains 83940 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 73297 members 
Mstep: Class 20 contains 26197 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217093 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13503 members 
Mstep: Class 26 contains 242547 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964960.000000 Penalty: 102790.210938
Iteration 114Q: 30 clusters Score -1.83965e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 47508 members 
Mstep: Class 4 contains 19740 members 
Mstep: Class 5 contains 90176 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 54602 members 
Mstep: Class 8 contains 221504 members 
Mstep: Class 9 contains 198962 members 
Mstep: Class 10 contains 10662 members 
Mstep: Class 11 contains 187087 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40330 members 
Mstep: Class 14 contains 54677 members 
Mstep: Class 15 contains 83939 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2456 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 73324 members 
Mstep: Class 20 contains 26195 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217177 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13504 members 
Mstep: Class 26 contains 242445 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965168.000000 Penalty: 102790.210938
Iteration 115Q: 30 clusters Score -1.839652e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 19711 members 
Mstep: Class 5 contains 90303 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 54580 members 
Mstep: Class 8 contains 221889 members 
Mstep: Class 9 contains 198674 members 
Mstep: Class 10 contains 10656 members 
Mstep: Class 11 contains 186917 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40318 members 
Mstep: Class 14 contains 54740 members 
Mstep: Class 15 contains 83940 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2435 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 73336 members 
Mstep: Class 20 contains 26202 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217263 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13505 members 
Mstep: Class 26 contains 242318 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965248.000000 Penalty: 102790.210938
Iteration 116Q: 30 clusters Score -1.839652e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 19678 members 
Mstep: Class 5 contains 90425 members 
Mstep: Class 6 contains 7963 members 
Mstep: Class 7 contains 54581 members 
Mstep: Class 8 contains 222292 members 
Mstep: Class 9 contains 198392 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 186740 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40293 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 83935 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 73352 members 
Mstep: Class 20 contains 26207 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217363 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13505 members 
Mstep: Class 26 contains 242167 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965216.000000 Penalty: 102790.210938
Iteration 117Q: 30 clusters Score -1.839652e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 47523 members 
Mstep: Class 4 contains 19657 members 
Mstep: Class 5 contains 90535 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 54565 members 
Mstep: Class 8 contains 222699 members 
Mstep: Class 9 contains 198138 members 
Mstep: Class 10 contains 10637 members 
Mstep: Class 11 contains 186533 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 54835 members 
Mstep: Class 15 contains 83931 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73374 members 
Mstep: Class 20 contains 26212 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217445 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13501 members 
Mstep: Class 26 contains 242052 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965232.000000 Penalty: 102790.210938
Iteration 118Q: 30 clusters Score -1.839652e+08 nChanged 1920
Entering ConstructFrom: 
Score: -183965232.000000 Penalty: 102790.210938
Entering ConstructFrom: 
Trying to split cluster 1 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -471291.281250 Penalty: 2066.770264
	Iteration 0F: 2 clusters Score -471291.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -467296.375000 Penalty: 4133.540527
	Iteration 0F: 3 clusters Score -467296.4 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -468197.468750 Penalty: 4133.540527
	Iteration 1F: 3 clusters Score -468197.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -468398.937500 Penalty: 4133.540527
	Iteration 2F: 3 clusters Score -468398.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -468583.593750 Penalty: 4133.540527
	Iteration 3F: 3 clusters Score -468583.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -468828.906250 Penalty: 4133.540527
	Iteration 4F: 3 clusters Score -468828.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -469100.500000 Penalty: 4133.540527
	Iteration 5F: 3 clusters Score -469100.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -469391.250000 Penalty: 4133.540527
	Iteration 6F: 3 clusters Score -469391.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -469799.093750 Penalty: 4133.540527
	Iteration 7F: 3 clusters Score -469799.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -470305.437500 Penalty: 4133.540527
	Iteration 8F: 3 clusters Score -470305.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -470917.906250 Penalty: 4133.540527
	Iteration 9F: 3 clusters Score -470917.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -471384.437500 Penalty: 4133.540527
	Iteration 10Q: 3 clusters Score -471384.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -471570.875000 Penalty: 4133.540527
	Iteration 11Q: 3 clusters Score -471570.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -471617.281250 Penalty: 4133.540527
	Iteration 12Q: 3 clusters Score -471617.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -471627.843750 Penalty: 4133.540527
	Iteration 13Q: 3 clusters Score -471627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -471634.656250 Penalty: 4133.540527
	Iteration 14Q: 3 clusters Score -471634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -471635.718750 Penalty: 4133.540527
	Iteration 15Q: 3 clusters Score -471635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -471638.281250 Penalty: 4133.540527
	Iteration 16Q: 3 clusters Score -471638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -471638.281250 Penalty: 4133.540527
	Iteration 17F: 3 clusters Score -471638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 54569 members 
Mstep: Class 8 contains 223063 members 
Mstep: Class 9 contains 197916 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 186371 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 54876 members 
Mstep: Class 15 contains 83928 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73392 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217466 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 241954 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1970 members 
Entering Unmasked Estep 
Score: -183963824.000000 Penalty: 106334.703125
Splitting cluster 1 changes total score from -183965232.000000 to -183963824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -552417.375000 Penalty: 2121.895264
	Iteration 0F: 2 clusters Score -552417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -547829.875000 Penalty: 4243.790527
	Iteration 0F: 3 clusters Score -547829.9 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -549153.437500 Penalty: 4243.790527
	Iteration 1F: 3 clusters Score -549153.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -549830.187500 Penalty: 4243.790527
	Iteration 2F: 3 clusters Score -549830.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -550705.875000 Penalty: 4243.790527
	Iteration 3F: 3 clusters Score -550705.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -551643.312500 Penalty: 4243.790527
	Iteration 4F: 3 clusters Score -551643.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -552409.000000 Penalty: 4243.790527
	Iteration 5F: 3 clusters Score -552409 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -552814.687500 Penalty: 4243.790527
	Iteration 6F: 3 clusters Score -552814.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -553022.750000 Penalty: 4243.790527
	Iteration 7Q: 3 clusters Score -553022.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -553173.562500 Penalty: 4243.790527
	Iteration 8Q: 3 clusters Score -553173.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -553361.250000 Penalty: 4243.790527
	Iteration 9Q: 3 clusters Score -553361.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -553585.000000 Penalty: 4243.790527
	Iteration 10Q: 3 clusters Score -553585 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -553709.437500 Penalty: 4243.790527
	Iteration 11Q: 3 clusters Score -553709.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -553745.000000 Penalty: 4243.790527
	Iteration 12Q: 3 clusters Score -553745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -553756.562500 Penalty: 4243.790527
	Iteration 13Q: 3 clusters Score -553756.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -553761.562500 Penalty: 4243.790527
	Iteration 14Q: 3 clusters Score -553761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -553764.125000 Penalty: 4243.790527
	Iteration 15Q: 3 clusters Score -553764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -553765.875000 Penalty: 4243.790527
	Iteration 16Q: 3 clusters Score -553765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -553766.812500 Penalty: 4243.790527
	Iteration 17Q: 3 clusters Score -553766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -553767.312500 Penalty: 4243.790527
	Iteration 18Q: 3 clusters Score -553767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -553767.687500 Penalty: 4243.790527
	Iteration 19Q: 3 clusters Score -553767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -553768.375000 Penalty: 4243.790527
	Iteration 20F: 3 clusters Score -553768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 54569 members 
Mstep: Class 8 contains 223063 members 
Mstep: Class 9 contains 197916 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 186371 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 54876 members 
Mstep: Class 15 contains 83928 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73392 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217466 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 241954 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 3438 members 
Entering Unmasked Estep 
Score: -183965904.000000 Penalty: 106334.703125
Splitting cluster 2 changes total score from -183965232.000000 to -183965904.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (47529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Entering Unmasked Estep 
Score: -5593448.000000 Penalty: 2670.735596
	Iteration 0F: 2 clusters Score -5593448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5561384.500000 Penalty: 5341.471191
	Iteration 0F: 3 clusters Score -5561384 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5573741.500000 Penalty: 5341.471191
	Iteration 1F: 3 clusters Score -5573742 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5574648.000000 Penalty: 5341.471191
	Iteration 2Q: 3 clusters Score -5574648 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5575778.500000 Penalty: 5341.471191
	Iteration 3Q: 3 clusters Score -5575778 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5577329.000000 Penalty: 5341.471191
	Iteration 4F: 3 clusters Score -5577329 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5579074.000000 Penalty: 5341.471191
	Iteration 5F: 3 clusters Score -5579074 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5580859.000000 Penalty: 5341.471191
	Iteration 6F: 3 clusters Score -5580859 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5582501.500000 Penalty: 5341.471191
	Iteration 7F: 3 clusters Score -5582502 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -5583787.000000 Penalty: 5341.471191
	Iteration 8F: 3 clusters Score -5583787 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -5584722.000000 Penalty: 5341.471191
	Iteration 9Q: 3 clusters Score -5584722 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5585419.500000 Penalty: 5341.471191
	Iteration 10Q: 3 clusters Score -5585420 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5585987.500000 Penalty: 5341.471191
	Iteration 11Q: 3 clusters Score -5585988 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -5586471.000000 Penalty: 5341.471191
	Iteration 12Q: 3 clusters Score -5586471 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -5586887.500000 Penalty: 5341.471191
	Iteration 13Q: 3 clusters Score -5586888 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -5587309.000000 Penalty: 5341.471191
	Iteration 14Q: 3 clusters Score -5587309 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -5587729.000000 Penalty: 5341.471191
	Iteration 15Q: 3 clusters Score -5587729 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5588216.000000 Penalty: 5341.471191
	Iteration 16Q: 3 clusters Score -5588216 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5588712.500000 Penalty: 5341.471191
	Iteration 17Q: 3 clusters Score -5588712 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -5589242.000000 Penalty: 5341.471191
	Iteration 18Q: 3 clusters Score -5589242 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5589799.000000 Penalty: 5341.471191
	Iteration 19Q: 3 clusters Score -5589799 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5590295.500000 Penalty: 5341.471191
	Iteration 20F: 3 clusters Score -5590296 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -5590748.000000 Penalty: 5341.471191
	Iteration 21Q: 3 clusters Score -5590748 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5591149.000000 Penalty: 5341.471191
	Iteration 22Q: 3 clusters Score -5591149 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5591501.500000 Penalty: 5341.471191
	Iteration 23Q: 3 clusters Score -5591502 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5591777.000000 Penalty: 5341.471191
	Iteration 24Q: 3 clusters Score -5591777 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5591956.000000 Penalty: 5341.471191
	Iteration 25Q: 3 clusters Score -5591956 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5592116.500000 Penalty: 5341.471191
	Iteration 26Q: 3 clusters Score -5592116 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5592243.000000 Penalty: 5341.471191
	Iteration 27Q: 3 clusters Score -5592243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5592336.500000 Penalty: 5341.471191
	Iteration 28Q: 3 clusters Score -5592336 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -5592379.000000 Penalty: 5341.471191
	Iteration 29Q: 3 clusters Score -5592379 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5592457.500000 Penalty: 5341.471191
	Iteration 30Q: 3 clusters Score -5592458 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -5592502.500000 Penalty: 5341.471191
	Iteration 31Q: 3 clusters Score -5592502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5592526.000000 Penalty: 5341.471191
	Iteration 32Q: 3 clusters Score -5592526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5592539.000000 Penalty: 5341.471191
	Iteration 33Q: 3 clusters Score -5592539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -5592577.500000 Penalty: 5341.471191
	Iteration 34Q: 3 clusters Score -5592578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -5592579.000000 Penalty: 5341.471191
	Iteration 35Q: 3 clusters Score -5592579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -5592590.000000 Penalty: 5341.471191
	Iteration 36Q: 3 clusters Score -5592590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -5592596.000000 Penalty: 5341.471191
	Iteration 37Q: 3 clusters Score -5592596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -5592603.000000 Penalty: 5341.471191
	Iteration 38Q: 3 clusters Score -5592603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5592616.500000 Penalty: 5341.471191
	Iteration 39Q: 3 clusters Score -5592616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -5592611.500000 Penalty: 5341.471191
	Iteration 40F: 3 clusters Score -5592612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -5592607.000000 Penalty: 5341.471191
	Iteration 41Q: 3 clusters Score -5592607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -5592606.500000 Penalty: 5341.471191
	Iteration 42Q: 3 clusters Score -5592606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5592603.500000 Penalty: 5341.471191
	Iteration 43Q: 3 clusters Score -5592604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -5592608.000000 Penalty: 5341.471191
	Iteration 44Q: 3 clusters Score -5592608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5592608.000000 Penalty: 5341.471191
	Iteration 45Q: 3 clusters Score -5592608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5592609.500000 Penalty: 5341.471191
	Iteration 46Q: 3 clusters Score -5592610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5592611.000000 Penalty: 5341.471191
	Iteration 47Q: 3 clusters Score -5592611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5592606.500000 Penalty: 5341.471191
	Iteration 48Q: 3 clusters Score -5592606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5592606.500000 Penalty: 5341.471191
	Iteration 49F: 3 clusters Score -5592606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Entering Unmasked Estep 
Score: -2282264.750000 Penalty: 2451.534912
	Iteration 0F: 2 clusters Score -2282265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2268405.250000 Penalty: 4903.069824
	Iteration 0F: 3 clusters Score -2268405 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2273076.250000 Penalty: 4903.069824
	Iteration 1F: 3 clusters Score -2273076 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2273472.750000 Penalty: 4903.069824
	Iteration 2F: 3 clusters Score -2273473 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2273841.250000 Penalty: 4903.069824
	Iteration 3Q: 3 clusters Score -2273841 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2274291.750000 Penalty: 4903.069824
	Iteration 4Q: 3 clusters Score -2274292 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2274818.000000 Penalty: 4903.069824
	Iteration 5F: 3 clusters Score -2274818 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2275419.250000 Penalty: 4903.069824
	Iteration 6F: 3 clusters Score -2275419 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2276073.250000 Penalty: 4903.069824
	Iteration 7F: 3 clusters Score -2276073 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2276791.750000 Penalty: 4903.069824
	Iteration 8F: 3 clusters Score -2276792 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2277475.750000 Penalty: 4903.069824
	Iteration 9F: 3 clusters Score -2277476 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2278032.750000 Penalty: 4903.069824
	Iteration 10Q: 3 clusters Score -2278033 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2278450.500000 Penalty: 4903.069824
	Iteration 11Q: 3 clusters Score -2278450 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2278802.750000 Penalty: 4903.069824
	Iteration 12Q: 3 clusters Score -2278803 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2279099.000000 Penalty: 4903.069824
	Iteration 13Q: 3 clusters Score -2279099 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2279405.750000 Penalty: 4903.069824
	Iteration 14Q: 3 clusters Score -2279406 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2279601.500000 Penalty: 4903.069824
	Iteration 15Q: 3 clusters Score -2279602 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2279775.750000 Penalty: 4903.069824
	Iteration 16Q: 3 clusters Score -2279776 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2279906.250000 Penalty: 4903.069824
	Iteration 17Q: 3 clusters Score -2279906 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2280006.500000 Penalty: 4903.069824
	Iteration 18Q: 3 clusters Score -2280006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2280098.250000 Penalty: 4903.069824
	Iteration 19Q: 3 clusters Score -2280098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2280151.750000 Penalty: 4903.069824
	Iteration 20F: 3 clusters Score -2280152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2280194.750000 Penalty: 4903.069824
	Iteration 21Q: 3 clusters Score -2280195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2280237.750000 Penalty: 4903.069824
	Iteration 22Q: 3 clusters Score -2280238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2280277.250000 Penalty: 4903.069824
	Iteration 23Q: 3 clusters Score -2280277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2280294.750000 Penalty: 4903.069824
	Iteration 24Q: 3 clusters Score -2280295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2280317.500000 Penalty: 4903.069824
	Iteration 25Q: 3 clusters Score -2280318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2280338.750000 Penalty: 4903.069824
	Iteration 26Q: 3 clusters Score -2280339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2280352.000000 Penalty: 4903.069824
	Iteration 27Q: 3 clusters Score -2280352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2280360.000000 Penalty: 4903.069824
	Iteration 28Q: 3 clusters Score -2280360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2280366.500000 Penalty: 4903.069824
	Iteration 29Q: 3 clusters Score -2280366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2280375.750000 Penalty: 4903.069824
	Iteration 30Q: 3 clusters Score -2280376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2280381.750000 Penalty: 4903.069824
	Iteration 31Q: 3 clusters Score -2280382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2280395.000000 Penalty: 4903.069824
	Iteration 32Q: 3 clusters Score -2280395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2280395.750000 Penalty: 4903.069824
	Iteration 33Q: 3 clusters Score -2280396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2280405.500000 Penalty: 4903.069824
	Iteration 34Q: 3 clusters Score -2280406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2280406.750000 Penalty: 4903.069824
	Iteration 35Q: 3 clusters Score -2280407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2280406.000000 Penalty: 4903.069824
	Iteration 36Q: 3 clusters Score -2280406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2280409.500000 Penalty: 4903.069824
	Iteration 37Q: 3 clusters Score -2280410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2280409.500000 Penalty: 4903.069824
	Iteration 38F: 3 clusters Score -2280410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Entering Unmasked Estep 
Score: -10730655.000000 Penalty: 2830.841797
	Iteration 0F: 2 clusters Score -1.073066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -10670065.000000 Penalty: 5661.683594
	Iteration 0F: 3 clusters Score -1.067006e+07 nChanged 42849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -10694432.000000 Penalty: 5661.683594
	Iteration 1F: 3 clusters Score -1.069443e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -10695375.000000 Penalty: 5661.683594
	Iteration 2Q: 3 clusters Score -1.069538e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -10696546.000000 Penalty: 5661.683594
	Iteration 3Q: 3 clusters Score -1.069655e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -10698252.000000 Penalty: 5661.683594
	Iteration 4Q: 3 clusters Score -1.069825e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -10700524.000000 Penalty: 5661.683594
	Iteration 5F: 3 clusters Score -1.070052e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -10703845.000000 Penalty: 5661.683594
	Iteration 6F: 3 clusters Score -1.070384e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -10708243.000000 Penalty: 5661.683594
	Iteration 7F: 3 clusters Score -1.070824e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -10713321.000000 Penalty: 5661.683594
	Iteration 8F: 3 clusters Score -1.071332e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -10717744.000000 Penalty: 5661.683594
	Iteration 9F: 3 clusters Score -1.071774e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -10720420.000000 Penalty: 5661.683594
	Iteration 10Q: 3 clusters Score -1.072042e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -10721799.000000 Penalty: 5661.683594
	Iteration 11Q: 3 clusters Score -1.07218e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -10722612.000000 Penalty: 5661.683594
	Iteration 12Q: 3 clusters Score -1.072261e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -10723269.000000 Penalty: 5661.683594
	Iteration 13Q: 3 clusters Score -1.072327e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -10723823.000000 Penalty: 5661.683594
	Iteration 14Q: 3 clusters Score -1.072382e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -10724267.000000 Penalty: 5661.683594
	Iteration 15Q: 3 clusters Score -1.072427e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -10724722.000000 Penalty: 5661.683594
	Iteration 16Q: 3 clusters Score -1.072472e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -10725099.000000 Penalty: 5661.683594
	Iteration 17Q: 3 clusters Score -1.07251e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -10725424.000000 Penalty: 5661.683594
	Iteration 18Q: 3 clusters Score -1.072542e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -10725675.000000 Penalty: 5661.683594
	Iteration 19Q: 3 clusters Score -1.072568e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -10725917.000000 Penalty: 5661.683594
	Iteration 20F: 3 clusters Score -1.072592e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -10726229.000000 Penalty: 5661.683594
	Iteration 21Q: 3 clusters Score -1.072623e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10726494.000000 Penalty: 5661.683594
	Iteration 22Q: 3 clusters Score -1.072649e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -10726713.000000 Penalty: 5661.683594
	Iteration 23Q: 3 clusters Score -1.072671e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -10726896.000000 Penalty: 5661.683594
	Iteration 24Q: 3 clusters Score -1.07269e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -10727042.000000 Penalty: 5661.683594
	Iteration 25Q: 3 clusters Score -1.072704e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -10727197.000000 Penalty: 5661.683594
	Iteration 26Q: 3 clusters Score -1.07272e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -10727298.000000 Penalty: 5661.683594
	Iteration 27Q: 3 clusters Score -1.07273e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -10727486.000000 Penalty: 5661.683594
	Iteration 28Q: 3 clusters Score -1.072749e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -10727624.000000 Penalty: 5661.683594
	Iteration 29Q: 3 clusters Score -1.072762e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -10727727.000000 Penalty: 5661.683594
	Iteration 30Q: 3 clusters Score -1.072773e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -10727873.000000 Penalty: 5661.683594
	Iteration 31Q: 3 clusters Score -1.072787e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -10727958.000000 Penalty: 5661.683594
	Iteration 32Q: 3 clusters Score -1.072796e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -10728041.000000 Penalty: 5661.683594
	Iteration 33Q: 3 clusters Score -1.072804e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -10728125.000000 Penalty: 5661.683594
	Iteration 34Q: 3 clusters Score -1.072812e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -10728177.000000 Penalty: 5661.683594
	Iteration 35Q: 3 clusters Score -1.072818e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -10728236.000000 Penalty: 5661.683594
	Iteration 36Q: 3 clusters Score -1.072824e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -10728281.000000 Penalty: 5661.683594
	Iteration 37Q: 3 clusters Score -1.072828e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -10728316.000000 Penalty: 5661.683594
	Iteration 38Q: 3 clusters Score -1.072832e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -10728323.000000 Penalty: 5661.683594
	Iteration 39Q: 3 clusters Score -1.072832e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -10728389.000000 Penalty: 5661.683594
	Iteration 40F: 3 clusters Score -1.072839e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -10728427.000000 Penalty: 5661.683594
	Iteration 41Q: 3 clusters Score -1.072843e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -10728431.000000 Penalty: 5661.683594
	Iteration 42Q: 3 clusters Score -1.072843e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -10728441.000000 Penalty: 5661.683594
	Iteration 43Q: 3 clusters Score -1.072844e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -10728482.000000 Penalty: 5661.683594
	Iteration 44Q: 3 clusters Score -1.072848e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -10728494.000000 Penalty: 5661.683594
	Iteration 45Q: 3 clusters Score -1.072849e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -10728524.000000 Penalty: 5661.683594
	Iteration 46Q: 3 clusters Score -1.072852e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -10728555.000000 Penalty: 5661.683594
	Iteration 47Q: 3 clusters Score -1.072856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -10728542.000000 Penalty: 5661.683594
	Iteration 48Q: 3 clusters Score -1.072854e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 88199 members 
Entering Unmasked Estep 
Score: -10728555.000000 Penalty: 5661.683594
	Iteration 49Q: 3 clusters Score -1.072856e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -10728564.000000 Penalty: 5661.683594
	Iteration 50Q: 3 clusters Score -1.072856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -10728561.000000 Penalty: 5661.683594
	Iteration 51Q: 3 clusters Score -1.072856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -10728581.000000 Penalty: 5661.683594
	Iteration 52Q: 3 clusters Score -1.072858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -10728592.000000 Penalty: 5661.683594
	Iteration 53Q: 3 clusters Score -1.072859e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -10728602.000000 Penalty: 5661.683594
	Iteration 54Q: 3 clusters Score -1.07286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -10728624.000000 Penalty: 5661.683594
	Iteration 55Q: 3 clusters Score -1.072862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -10728624.000000 Penalty: 5661.683594
	Iteration 56Q: 3 clusters Score -1.072862e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -10728632.000000 Penalty: 5661.683594
	Iteration 57Q: 3 clusters Score -1.072863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -10728639.000000 Penalty: 5661.683594
	Iteration 58Q: 3 clusters Score -1.072864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -10728646.000000 Penalty: 5661.683594
	Iteration 59Q: 3 clusters Score -1.072865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 88594 members 
Entering Unmasked Estep 
Score: -10728650.000000 Penalty: 5661.683594
	Iteration 60F: 3 clusters Score -1.072865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -10728656.000000 Penalty: 5661.683594
	Iteration 61Q: 3 clusters Score -1.072866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -10728662.000000 Penalty: 5661.683594
	Iteration 62Q: 3 clusters Score -1.072866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -10728664.000000 Penalty: 5661.683594
	Iteration 63Q: 3 clusters Score -1.072866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -10728664.000000 Penalty: 5661.683594
	Iteration 64Q: 3 clusters Score -1.072866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -10728664.000000 Penalty: 5661.683594
	Iteration 65Q: 3 clusters Score -1.072866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -10728676.000000 Penalty: 5661.683594
	Iteration 66Q: 3 clusters Score -1.072868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -10728684.000000 Penalty: 5661.683594
	Iteration 67Q: 3 clusters Score -1.072868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -10728683.000000 Penalty: 5661.683594
	Iteration 68Q: 3 clusters Score -1.072868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -10728679.000000 Penalty: 5661.683594
	Iteration 69Q: 3 clusters Score -1.072868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -10728680.000000 Penalty: 5661.683594
	Iteration 70Q: 3 clusters Score -1.072868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -10728687.000000 Penalty: 5661.683594
	Iteration 71Q: 3 clusters Score -1.072869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -10728689.000000 Penalty: 5661.683594
	Iteration 72Q: 3 clusters Score -1.072869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -10728695.000000 Penalty: 5661.683594
	Iteration 73Q: 3 clusters Score -1.07287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -10728702.000000 Penalty: 5661.683594
	Iteration 74Q: 3 clusters Score -1.07287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -10728702.000000 Penalty: 5661.683594
	Iteration 75Q: 3 clusters Score -1.07287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -10728705.000000 Penalty: 5661.683594
	Iteration 76Q: 3 clusters Score -1.07287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -10728708.000000 Penalty: 5661.683594
	Iteration 77Q: 3 clusters Score -1.072871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -10728706.000000 Penalty: 5661.683594
	Iteration 78Q: 3 clusters Score -1.072871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -10728708.000000 Penalty: 5661.683594
	Iteration 79Q: 3 clusters Score -1.072871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -10728710.000000 Penalty: 5661.683594
	Iteration 80F: 3 clusters Score -1.072871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -10728707.000000 Penalty: 5661.683594
	Iteration 81Q: 3 clusters Score -1.072871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
Score: -10728709.000000 Penalty: 5661.683594
	Iteration 82Q: 3 clusters Score -1.072871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
Score: -10728709.000000 Penalty: 5661.683594
	Iteration 83F: 3 clusters Score -1.072871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -882665.500000 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -882665.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -876266.812500 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -876266.8 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -878042.875000 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -878042.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -878290.000000 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -878290 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -878445.000000 Penalty: 4454.789062
	Iteration 3Q: 3 clusters Score -878445 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -878583.812500 Penalty: 4454.789062
	Iteration 4Q: 3 clusters Score -878583.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -878741.062500 Penalty: 4454.789062
	Iteration 5Q: 3 clusters Score -878741.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -878945.875000 Penalty: 4454.789062
	Iteration 6Q: 3 clusters Score -878945.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -879207.625000 Penalty: 4454.789062
	Iteration 7Q: 3 clusters Score -879207.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -879479.125000 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -879479.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -879753.812500 Penalty: 4454.789062
	Iteration 9F: 3 clusters Score -879753.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -880067.312500 Penalty: 4454.789062
	Iteration 10F: 3 clusters Score -880067.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -880385.375000 Penalty: 4454.789062
	Iteration 11F: 3 clusters Score -880385.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -880662.250000 Penalty: 4454.789062
	Iteration 12F: 3 clusters Score -880662.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -880862.500000 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -880862.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -881015.937500 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -881015.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -881128.312500 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -881128.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -881209.875000 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -881209.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -881256.875000 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -881256.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -881300.687500 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -881300.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -881334.625000 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -881334.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -881364.875000 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -881364.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -881395.187500 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -881395.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -881424.875000 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -881424.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -881448.625000 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -881448.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -881466.812500 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -881466.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -881480.812500 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -881480.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -881490.562500 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -881490.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -881503.875000 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -881503.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -881514.562500 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -881514.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -881535.875000 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -881535.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -881551.437500 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -881551.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -881573.812500 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -881573.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -881593.687500 Penalty: 4454.789062
	Iteration 32Q: 3 clusters Score -881593.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -881612.437500 Penalty: 4454.789062
	Iteration 33Q: 3 clusters Score -881612.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -881624.687500 Penalty: 4454.789062
	Iteration 34Q: 3 clusters Score -881624.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -881640.375000 Penalty: 4454.789062
	Iteration 35Q: 3 clusters Score -881640.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -881660.750000 Penalty: 4454.789062
	Iteration 36Q: 3 clusters Score -881660.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -881679.625000 Penalty: 4454.789062
	Iteration 37Q: 3 clusters Score -881679.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -881689.937500 Penalty: 4454.789062
	Iteration 38Q: 3 clusters Score -881689.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -881704.562500 Penalty: 4454.789062
	Iteration 39Q: 3 clusters Score -881704.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -881715.437500 Penalty: 4454.789062
	Iteration 40F: 3 clusters Score -881715.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -881724.562500 Penalty: 4454.789062
	Iteration 41Q: 3 clusters Score -881724.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -881731.125000 Penalty: 4454.789062
	Iteration 42Q: 3 clusters Score -881731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -881737.125000 Penalty: 4454.789062
	Iteration 43Q: 3 clusters Score -881737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -881741.187500 Penalty: 4454.789062
	Iteration 44Q: 3 clusters Score -881741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -881745.937500 Penalty: 4454.789062
	Iteration 45Q: 3 clusters Score -881745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -881750.875000 Penalty: 4454.789062
	Iteration 46Q: 3 clusters Score -881750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -881752.125000 Penalty: 4454.789062
	Iteration 47Q: 3 clusters Score -881752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -881750.812500 Penalty: 4454.789062
	Iteration 48Q: 3 clusters Score -881750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -881751.562500 Penalty: 4454.789062
	Iteration 49Q: 3 clusters Score -881751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -881751.562500 Penalty: 4454.789062
	Iteration 50Q: 3 clusters Score -881751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -881751.562500 Penalty: 4454.789062
	Iteration 51F: 3 clusters Score -881751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Entering Unmasked Estep 
Score: -6488702.000000 Penalty: 2704.990723
	Iteration 0F: 2 clusters Score -6488702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6451985.000000 Penalty: 5409.981445
	Iteration 0F: 3 clusters Score -6451985 nChanged 25261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -6466106.500000 Penalty: 5409.981445
	Iteration 1F: 3 clusters Score -6466106 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -6466776.500000 Penalty: 5409.981445
	Iteration 2Q: 3 clusters Score -6466776 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6467592.000000 Penalty: 5409.981445
	Iteration 3Q: 3 clusters Score -6467592 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6468743.500000 Penalty: 5409.981445
	Iteration 4Q: 3 clusters Score -6468744 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -6470370.000000 Penalty: 5409.981445
	Iteration 5F: 3 clusters Score -6470370 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -6472998.500000 Penalty: 5409.981445
	Iteration 6F: 3 clusters Score -6472998 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -6476482.000000 Penalty: 5409.981445
	Iteration 7F: 3 clusters Score -6476482 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6480316.500000 Penalty: 5409.981445
	Iteration 8F: 3 clusters Score -6480316 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6483171.000000 Penalty: 5409.981445
	Iteration 9F: 3 clusters Score -6483171 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6484958.000000 Penalty: 5409.981445
	Iteration 10Q: 3 clusters Score -6484958 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -6485871.500000 Penalty: 5409.981445
	Iteration 11Q: 3 clusters Score -6485872 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -6486278.000000 Penalty: 5409.981445
	Iteration 12Q: 3 clusters Score -6486278 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -6486469.500000 Penalty: 5409.981445
	Iteration 13Q: 3 clusters Score -6486470 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -6486569.000000 Penalty: 5409.981445
	Iteration 14Q: 3 clusters Score -6486569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -6486650.500000 Penalty: 5409.981445
	Iteration 15Q: 3 clusters Score -6486650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6486677.500000 Penalty: 5409.981445
	Iteration 16Q: 3 clusters Score -6486678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -6486697.500000 Penalty: 5409.981445
	Iteration 17Q: 3 clusters Score -6486698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -6486717.000000 Penalty: 5409.981445
	Iteration 18Q: 3 clusters Score -6486717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6486720.000000 Penalty: 5409.981445
	Iteration 19Q: 3 clusters Score -6486720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -6486724.000000 Penalty: 5409.981445
	Iteration 20F: 3 clusters Score -6486724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -6486727.500000 Penalty: 5409.981445
	Iteration 21Q: 3 clusters Score -6486728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -6486741.000000 Penalty: 5409.981445
	Iteration 22Q: 3 clusters Score -6486741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -6486748.500000 Penalty: 5409.981445
	Iteration 23Q: 3 clusters Score -6486748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -6486751.000000 Penalty: 5409.981445
	Iteration 24Q: 3 clusters Score -6486751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -6486753.000000 Penalty: 5409.981445
	Iteration 25Q: 3 clusters Score -6486753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -6486750.000000 Penalty: 5409.981445
	Iteration 26Q: 3 clusters Score -6486750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6486753.000000 Penalty: 5409.981445
	Iteration 27Q: 3 clusters Score -6486753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -6486750.000000 Penalty: 5409.981445
	Iteration 28Q: 3 clusters Score -6486750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -6486758.000000 Penalty: 5409.981445
	Iteration 29Q: 3 clusters Score -6486758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -6486757.000000 Penalty: 5409.981445
	Iteration 30Q: 3 clusters Score -6486757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -6486753.000000 Penalty: 5409.981445
	Iteration 31Q: 3 clusters Score -6486753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -6486762.000000 Penalty: 5409.981445
	Iteration 32Q: 3 clusters Score -6486762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -6486762.000000 Penalty: 5409.981445
	Iteration 33F: 3 clusters Score -6486762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223063 members 
Entering Unmasked Estep 
Score: -26095184.000000 Penalty: 3054.171875
	Iteration 0F: 2 clusters Score -2.609518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 111636 members 
Entering Unmasked Estep 
Score: -25948694.000000 Penalty: 6108.343750
	Iteration 0F: 3 clusters Score -2.594869e+07 nChanged 107601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -26011222.000000 Penalty: 6108.343750
	Iteration 1F: 3 clusters Score -2.601122e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -26012124.000000 Penalty: 6108.343750
	Iteration 2Q: 3 clusters Score -2.601212e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 112303 members 
Entering Unmasked Estep 
Score: -26012870.000000 Penalty: 6108.343750
	Iteration 3Q: 3 clusters Score -2.601287e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -26013982.000000 Penalty: 6108.343750
	Iteration 4Q: 3 clusters Score -2.601398e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -26015376.000000 Penalty: 6108.343750
	Iteration 5Q: 3 clusters Score -2.601538e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -26017884.000000 Penalty: 6108.343750
	Iteration 6Q: 3 clusters Score -2.601788e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -26021846.000000 Penalty: 6108.343750
	Iteration 7Q: 3 clusters Score -2.602185e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -26028294.000000 Penalty: 6108.343750
	Iteration 8Q: 3 clusters Score -2.602829e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -26036764.000000 Penalty: 6108.343750
	Iteration 9F: 3 clusters Score -2.603676e+07 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 119588 members 
Entering Unmasked Estep 
Score: -26046858.000000 Penalty: 6108.343750
	Iteration 10F: 3 clusters Score -2.604686e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -26055720.000000 Penalty: 6108.343750
	Iteration 11F: 3 clusters Score -2.605572e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -26061274.000000 Penalty: 6108.343750
	Iteration 12F: 3 clusters Score -2.606127e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 121402 members 
Entering Unmasked Estep 
Score: -26063826.000000 Penalty: 6108.343750
	Iteration 13Q: 3 clusters Score -2.606383e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -26064928.000000 Penalty: 6108.343750
	Iteration 14Q: 3 clusters Score -2.606493e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -26065258.000000 Penalty: 6108.343750
	Iteration 15Q: 3 clusters Score -2.606526e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -26065606.000000 Penalty: 6108.343750
	Iteration 16Q: 3 clusters Score -2.606561e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -26066012.000000 Penalty: 6108.343750
	Iteration 17Q: 3 clusters Score -2.606601e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -26066366.000000 Penalty: 6108.343750
	Iteration 18Q: 3 clusters Score -2.606637e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -26066690.000000 Penalty: 6108.343750
	Iteration 19Q: 3 clusters Score -2.606669e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -26066938.000000 Penalty: 6108.343750
	Iteration 20F: 3 clusters Score -2.606694e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 121425 members 
Entering Unmasked Estep 
Score: -26067572.000000 Penalty: 6108.343750
	Iteration 21Q: 3 clusters Score -2.606757e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 120847 members 
Entering Unmasked Estep 
Score: -26068046.000000 Penalty: 6108.343750
	Iteration 22Q: 3 clusters Score -2.606805e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -26068544.000000 Penalty: 6108.343750
	Iteration 23Q: 3 clusters Score -2.606854e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -26069194.000000 Penalty: 6108.343750
	Iteration 24Q: 3 clusters Score -2.606919e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 118127 members 
Entering Unmasked Estep 
Score: -26069838.000000 Penalty: 6108.343750
	Iteration 25Q: 3 clusters Score -2.606984e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 116930 members 
Entering Unmasked Estep 
Score: -26070834.000000 Penalty: 6108.343750
	Iteration 26Q: 3 clusters Score -2.607083e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -26071704.000000 Penalty: 6108.343750
	Iteration 27Q: 3 clusters Score -2.60717e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -26072748.000000 Penalty: 6108.343750
	Iteration 28Q: 3 clusters Score -2.607275e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -26073812.000000 Penalty: 6108.343750
	Iteration 29Q: 3 clusters Score -2.607381e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 111875 members 
Entering Unmasked Estep 
Score: -26074340.000000 Penalty: 6108.343750
	Iteration 30Q: 3 clusters Score -2.607434e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -26074856.000000 Penalty: 6108.343750
	Iteration 31Q: 3 clusters Score -2.607486e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -26075308.000000 Penalty: 6108.343750
	Iteration 32Q: 3 clusters Score -2.607531e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -26075942.000000 Penalty: 6108.343750
	Iteration 33Q: 3 clusters Score -2.607594e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -26076348.000000 Penalty: 6108.343750
	Iteration 34Q: 3 clusters Score -2.607635e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -26076624.000000 Penalty: 6108.343750
	Iteration 35Q: 3 clusters Score -2.607662e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -26076868.000000 Penalty: 6108.343750
	Iteration 36Q: 3 clusters Score -2.607687e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -26077048.000000 Penalty: 6108.343750
	Iteration 37Q: 3 clusters Score -2.607705e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -26077316.000000 Penalty: 6108.343750
	Iteration 38Q: 3 clusters Score -2.607732e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -26077416.000000 Penalty: 6108.343750
	Iteration 39Q: 3 clusters Score -2.607742e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -26077582.000000 Penalty: 6108.343750
	Iteration 40F: 3 clusters Score -2.607758e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -26077618.000000 Penalty: 6108.343750
	Iteration 41Q: 3 clusters Score -2.607762e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -26077848.000000 Penalty: 6108.343750
	Iteration 42Q: 3 clusters Score -2.607785e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119154 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -26077956.000000 Penalty: 6108.343750
	Iteration 43Q: 3 clusters Score -2.607796e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 103538 members 
Entering Unmasked Estep 
Score: -26078008.000000 Penalty: 6108.343750
	Iteration 44Q: 3 clusters Score -2.607801e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -26078094.000000 Penalty: 6108.343750
	Iteration 45Q: 3 clusters Score -2.607809e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -26078202.000000 Penalty: 6108.343750
	Iteration 46Q: 3 clusters Score -2.60782e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -26078304.000000 Penalty: 6108.343750
	Iteration 47Q: 3 clusters Score -2.60783e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120790 members 
Mstep: Class 2 contains 102273 members 
Entering Unmasked Estep 
Score: -26078348.000000 Penalty: 6108.343750
	Iteration 48Q: 3 clusters Score -2.607835e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -26078348.000000 Penalty: 6108.343750
	Iteration 49Q: 3 clusters Score -2.607835e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -26078358.000000 Penalty: 6108.343750
	Iteration 50Q: 3 clusters Score -2.607836e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121644 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -26078428.000000 Penalty: 6108.343750
	Iteration 51Q: 3 clusters Score -2.607843e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121932 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -26078398.000000 Penalty: 6108.343750
	Iteration 52Q: 3 clusters Score -2.60784e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -26078402.000000 Penalty: 6108.343750
	Iteration 53Q: 3 clusters Score -2.60784e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122472 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -26078398.000000 Penalty: 6108.343750
	Iteration 54Q: 3 clusters Score -2.60784e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -26078448.000000 Penalty: 6108.343750
	Iteration 55Q: 3 clusters Score -2.607845e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -26078474.000000 Penalty: 6108.343750
	Iteration 56Q: 3 clusters Score -2.607847e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -26078410.000000 Penalty: 6108.343750
	Iteration 57Q: 3 clusters Score -2.607841e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123529 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -26078402.000000 Penalty: 6108.343750
	Iteration 58Q: 3 clusters Score -2.60784e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -26078388.000000 Penalty: 6108.343750
	Iteration 59Q: 3 clusters Score -2.607839e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -26078402.000000 Penalty: 6108.343750
	Iteration 60F: 3 clusters Score -2.60784e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -26078432.000000 Penalty: 6108.343750
	Iteration 61Q: 3 clusters Score -2.607843e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124523 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -26078452.000000 Penalty: 6108.343750
	Iteration 62Q: 3 clusters Score -2.607845e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124731 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -26078450.000000 Penalty: 6108.343750
	Iteration 63Q: 3 clusters Score -2.607845e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -26078454.000000 Penalty: 6108.343750
	Iteration 64Q: 3 clusters Score -2.607845e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -26078456.000000 Penalty: 6108.343750
	Iteration 65Q: 3 clusters Score -2.607846e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -26078520.000000 Penalty: 6108.343750
	Iteration 66Q: 3 clusters Score -2.607852e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125534 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -26078512.000000 Penalty: 6108.343750
	Iteration 67Q: 3 clusters Score -2.607851e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125755 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -26078510.000000 Penalty: 6108.343750
	Iteration 68Q: 3 clusters Score -2.607851e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -26078540.000000 Penalty: 6108.343750
	Iteration 69Q: 3 clusters Score -2.607854e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -26078564.000000 Penalty: 6108.343750
	Iteration 70Q: 3 clusters Score -2.607856e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -26078580.000000 Penalty: 6108.343750
	Iteration 71Q: 3 clusters Score -2.607858e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -26078586.000000 Penalty: 6108.343750
	Iteration 72Q: 3 clusters Score -2.607859e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126812 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -26078564.000000 Penalty: 6108.343750
	Iteration 73Q: 3 clusters Score -2.607856e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127056 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -26078558.000000 Penalty: 6108.343750
	Iteration 74Q: 3 clusters Score -2.607856e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127320 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -26078658.000000 Penalty: 6108.343750
	Iteration 75Q: 3 clusters Score -2.607866e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127588 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -26078660.000000 Penalty: 6108.343750
	Iteration 76Q: 3 clusters Score -2.607866e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -26078660.000000 Penalty: 6108.343750
	Iteration 77Q: 3 clusters Score -2.607866e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -26078612.000000 Penalty: 6108.343750
	Iteration 78Q: 3 clusters Score -2.607861e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -26078574.000000 Penalty: 6108.343750
	Iteration 79Q: 3 clusters Score -2.607857e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128729 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -26078588.000000 Penalty: 6108.343750
	Iteration 80F: 3 clusters Score -2.607859e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -26078606.000000 Penalty: 6108.343750
	Iteration 81Q: 3 clusters Score -2.607861e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -26078670.000000 Penalty: 6108.343750
	Iteration 82Q: 3 clusters Score -2.607867e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129741 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -26078726.000000 Penalty: 6108.343750
	Iteration 83Q: 3 clusters Score -2.607873e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -26078728.000000 Penalty: 6108.343750
	Iteration 84Q: 3 clusters Score -2.607873e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130522 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -26078726.000000 Penalty: 6108.343750
	Iteration 85Q: 3 clusters Score -2.607873e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130947 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -26078728.000000 Penalty: 6108.343750
	Iteration 86Q: 3 clusters Score -2.607873e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -26078754.000000 Penalty: 6108.343750
	Iteration 87Q: 3 clusters Score -2.607875e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131913 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -26078760.000000 Penalty: 6108.343750
	Iteration 88Q: 3 clusters Score -2.607876e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -26078784.000000 Penalty: 6108.343750
	Iteration 89Q: 3 clusters Score -2.607878e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132906 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -26078800.000000 Penalty: 6108.343750
	Iteration 90Q: 3 clusters Score -2.60788e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133472 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -26078800.000000 Penalty: 6108.343750
	Iteration 91Q: 3 clusters Score -2.60788e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134098 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -26078852.000000 Penalty: 6108.343750
	Iteration 92Q: 3 clusters Score -2.607885e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -26079018.000000 Penalty: 6108.343750
	Iteration 93Q: 3 clusters Score -2.607902e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -26078996.000000 Penalty: 6108.343750
	Iteration 94Q: 3 clusters Score -2.6079e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136365 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -26079026.000000 Penalty: 6108.343750
	Iteration 95Q: 3 clusters Score -2.607903e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -26079114.000000 Penalty: 6108.343750
	Iteration 96Q: 3 clusters Score -2.607911e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138067 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -26079070.000000 Penalty: 6108.343750
	Iteration 97Q: 3 clusters Score -2.607907e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138899 members 
Mstep: Class 2 contains 84164 members 
Entering Unmasked Estep 
Score: -26079160.000000 Penalty: 6108.343750
	Iteration 98Q: 3 clusters Score -2.607916e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139786 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -26079288.000000 Penalty: 6108.343750
	Iteration 99Q: 3 clusters Score -2.607929e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -26079400.000000 Penalty: 6108.343750
	Iteration 100F: 3 clusters Score -2.60794e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -26079466.000000 Penalty: 6108.343750
	Iteration 101Q: 3 clusters Score -2.607947e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -26079562.000000 Penalty: 6108.343750
	Iteration 102Q: 3 clusters Score -2.607956e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143812 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -26079726.000000 Penalty: 6108.343750
	Iteration 103Q: 3 clusters Score -2.607973e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -26079862.000000 Penalty: 6108.343750
	Iteration 104Q: 3 clusters Score -2.607986e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146110 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -26080008.000000 Penalty: 6108.343750
	Iteration 105Q: 3 clusters Score -2.608001e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147290 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -26080110.000000 Penalty: 6108.343750
	Iteration 106Q: 3 clusters Score -2.608011e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -26080238.000000 Penalty: 6108.343750
	Iteration 107Q: 3 clusters Score -2.608024e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149674 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -26080490.000000 Penalty: 6108.343750
	Iteration 108Q: 3 clusters Score -2.608049e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -26080602.000000 Penalty: 6108.343750
	Iteration 109Q: 3 clusters Score -2.60806e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152318 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -26080836.000000 Penalty: 6108.343750
	Iteration 110Q: 3 clusters Score -2.608084e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153968 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -26081082.000000 Penalty: 6108.343750
	Iteration 111Q: 3 clusters Score -2.608108e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156003 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -26081382.000000 Penalty: 6108.343750
	Iteration 112Q: 3 clusters Score -2.608138e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -26081898.000000 Penalty: 6108.343750
	Iteration 113Q: 3 clusters Score -2.60819e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160897 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -26082204.000000 Penalty: 6108.343750
	Iteration 114Q: 3 clusters Score -2.60822e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -26082472.000000 Penalty: 6108.343750
	Iteration 115Q: 3 clusters Score -2.608247e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167184 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -26083060.000000 Penalty: 6108.343750
	Iteration 116Q: 3 clusters Score -2.608306e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -26083564.000000 Penalty: 6108.343750
	Iteration 117Q: 3 clusters Score -2.608356e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174956 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -26084266.000000 Penalty: 6108.343750
	Iteration 118Q: 3 clusters Score -2.608427e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -26085086.000000 Penalty: 6108.343750
	Iteration 119Q: 3 clusters Score -2.608509e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183364 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -26085774.000000 Penalty: 6108.343750
	Iteration 120F: 3 clusters Score -2.608577e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -26086836.000000 Penalty: 6108.343750
	Iteration 121Q: 3 clusters Score -2.608684e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192247 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -26087624.000000 Penalty: 6108.343750
	Iteration 122Q: 3 clusters Score -2.608762e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196405 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -26088572.000000 Penalty: 6108.343750
	Iteration 123Q: 3 clusters Score -2.608857e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200159 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -26089436.000000 Penalty: 6108.343750
	Iteration 124Q: 3 clusters Score -2.608944e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203386 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -26090208.000000 Penalty: 6108.343750
	Iteration 125Q: 3 clusters Score -2.609021e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206157 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -26090900.000000 Penalty: 6108.343750
	Iteration 126Q: 3 clusters Score -2.60909e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208482 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -26091370.000000 Penalty: 6108.343750
	Iteration 127Q: 3 clusters Score -2.609137e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210412 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -26091920.000000 Penalty: 6108.343750
	Iteration 128Q: 3 clusters Score -2.609192e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211924 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -26092246.000000 Penalty: 6108.343750
	Iteration 129Q: 3 clusters Score -2.609225e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213203 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -26092452.000000 Penalty: 6108.343750
	Iteration 130Q: 3 clusters Score -2.609245e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214263 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -26092514.000000 Penalty: 6108.343750
	Iteration 131Q: 3 clusters Score -2.609251e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215166 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -26092752.000000 Penalty: 6108.343750
	Iteration 132Q: 3 clusters Score -2.609275e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -26092858.000000 Penalty: 6108.343750
	Iteration 133Q: 3 clusters Score -2.609286e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216451 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -26092910.000000 Penalty: 6108.343750
	Iteration 134Q: 3 clusters Score -2.609291e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216934 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -26092968.000000 Penalty: 6108.343750
	Iteration 135Q: 3 clusters Score -2.609297e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217343 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -26092988.000000 Penalty: 6108.343750
	Iteration 136Q: 3 clusters Score -2.609299e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217713 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -26093012.000000 Penalty: 6108.343750
	Iteration 137Q: 3 clusters Score -2.609301e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218028 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -26093088.000000 Penalty: 6108.343750
	Iteration 138Q: 3 clusters Score -2.609309e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218316 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -26093104.000000 Penalty: 6108.343750
	Iteration 139Q: 3 clusters Score -2.60931e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218568 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -26093226.000000 Penalty: 6108.343750
	Iteration 140F: 3 clusters Score -2.609323e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218834 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -26093238.000000 Penalty: 6108.343750
	Iteration 141Q: 3 clusters Score -2.609324e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219072 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -26093258.000000 Penalty: 6108.343750
	Iteration 142Q: 3 clusters Score -2.609326e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -26093260.000000 Penalty: 6108.343750
	Iteration 143Q: 3 clusters Score -2.609326e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219485 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -26093292.000000 Penalty: 6108.343750
	Iteration 144Q: 3 clusters Score -2.609329e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219643 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -26093236.000000 Penalty: 6108.343750
	Iteration 145Q: 3 clusters Score -2.609324e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219779 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -26093256.000000 Penalty: 6108.343750
	Iteration 146Q: 3 clusters Score -2.609326e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219878 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -26093266.000000 Penalty: 6108.343750
	Iteration 147Q: 3 clusters Score -2.609327e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219961 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -26093276.000000 Penalty: 6108.343750
	Iteration 148Q: 3 clusters Score -2.609328e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220036 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -26093312.000000 Penalty: 6108.343750
	Iteration 149Q: 3 clusters Score -2.609331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220104 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -26093300.000000 Penalty: 6108.343750
	Iteration 150Q: 3 clusters Score -2.60933e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220155 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -26093284.000000 Penalty: 6108.343750
	Iteration 151Q: 3 clusters Score -2.609328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220196 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -26093270.000000 Penalty: 6108.343750
	Iteration 152Q: 3 clusters Score -2.609327e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220242 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -26093236.000000 Penalty: 6108.343750
	Iteration 153Q: 3 clusters Score -2.609324e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220292 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -26093250.000000 Penalty: 6108.343750
	Iteration 154Q: 3 clusters Score -2.609325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220338 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -26093242.000000 Penalty: 6108.343750
	Iteration 155Q: 3 clusters Score -2.609324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220370 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -26093238.000000 Penalty: 6108.343750
	Iteration 156Q: 3 clusters Score -2.609324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220402 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -26093248.000000 Penalty: 6108.343750
	Iteration 157Q: 3 clusters Score -2.609325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220425 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -26093240.000000 Penalty: 6108.343750
	Iteration 158Q: 3 clusters Score -2.609324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220455 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -26093248.000000 Penalty: 6108.343750
	Iteration 159Q: 3 clusters Score -2.609325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220487 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -26093234.000000 Penalty: 6108.343750
	Iteration 160F: 3 clusters Score -2.609323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220512 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -26093238.000000 Penalty: 6108.343750
	Iteration 161Q: 3 clusters Score -2.609324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220536 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -26093226.000000 Penalty: 6108.343750
	Iteration 162Q: 3 clusters Score -2.609323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220554 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -26093210.000000 Penalty: 6108.343750
	Iteration 163Q: 3 clusters Score -2.609321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220572 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -26093206.000000 Penalty: 6108.343750
	Iteration 164Q: 3 clusters Score -2.609321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220583 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -26093196.000000 Penalty: 6108.343750
	Iteration 165Q: 3 clusters Score -2.60932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -26093178.000000 Penalty: 6108.343750
	Iteration 166Q: 3 clusters Score -2.609318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220606 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -26093198.000000 Penalty: 6108.343750
	Iteration 167Q: 3 clusters Score -2.60932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220615 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -26093196.000000 Penalty: 6108.343750
	Iteration 168Q: 3 clusters Score -2.60932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -26093204.000000 Penalty: 6108.343750
	Iteration 169Q: 3 clusters Score -2.60932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220634 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -26093208.000000 Penalty: 6108.343750
	Iteration 170Q: 3 clusters Score -2.609321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220645 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -26093188.000000 Penalty: 6108.343750
	Iteration 171Q: 3 clusters Score -2.609319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -26093194.000000 Penalty: 6108.343750
	Iteration 172Q: 3 clusters Score -2.609319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220660 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -26093190.000000 Penalty: 6108.343750
	Iteration 173Q: 3 clusters Score -2.609319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220669 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -26093176.000000 Penalty: 6108.343750
	Iteration 174Q: 3 clusters Score -2.609318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220680 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -26093168.000000 Penalty: 6108.343750
	Iteration 175Q: 3 clusters Score -2.609317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220688 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -26093166.000000 Penalty: 6108.343750
	Iteration 176Q: 3 clusters Score -2.609317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220694 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -26093160.000000 Penalty: 6108.343750
	Iteration 177Q: 3 clusters Score -2.609316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220703 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -26093166.000000 Penalty: 6108.343750
	Iteration 178Q: 3 clusters Score -2.609317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220709 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26093162.000000 Penalty: 6108.343750
	Iteration 179Q: 3 clusters Score -2.609316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220713 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26093160.000000 Penalty: 6108.343750
	Iteration 180F: 3 clusters Score -2.609316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220717 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -26093156.000000 Penalty: 6108.343750
	Iteration 181Q: 3 clusters Score -2.609316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220720 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -26093148.000000 Penalty: 6108.343750
	Iteration 182Q: 3 clusters Score -2.609315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220723 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -26093160.000000 Penalty: 6108.343750
	Iteration 183Q: 3 clusters Score -2.609316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220730 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -26093158.000000 Penalty: 6108.343750
	Iteration 184Q: 3 clusters Score -2.609316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220736 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -26093144.000000 Penalty: 6108.343750
	Iteration 185Q: 3 clusters Score -2.609314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220744 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -26093160.000000 Penalty: 6108.343750
	Iteration 186Q: 3 clusters Score -2.609316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220752 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -26093140.000000 Penalty: 6108.343750
	Iteration 187Q: 3 clusters Score -2.609314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220757 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -26093144.000000 Penalty: 6108.343750
	Iteration 188Q: 3 clusters Score -2.609314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220758 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -26093140.000000 Penalty: 6108.343750
	Iteration 189Q: 3 clusters Score -2.609314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220758 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -26093140.000000 Penalty: 6108.343750
	Iteration 190F: 3 clusters Score -2.609314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197916 members 
Entering Unmasked Estep 
Score: -23303174.000000 Penalty: 3024.508301
	Iteration 0F: 2 clusters Score -2.330317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99289 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -23173122.000000 Penalty: 6049.016602
	Iteration 0F: 3 clusters Score -2.317312e+07 nChanged 95266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -23229042.000000 Penalty: 6049.016602
	Iteration 1F: 3 clusters Score -2.322904e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -23230540.000000 Penalty: 6049.016602
	Iteration 2Q: 3 clusters Score -2.323054e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115483 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -23233204.000000 Penalty: 6049.016602
	Iteration 3Q: 3 clusters Score -2.32332e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124325 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -23237826.000000 Penalty: 6049.016602
	Iteration 4Q: 3 clusters Score -2.323783e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137038 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -23246300.000000 Penalty: 6049.016602
	Iteration 5F: 3 clusters Score -2.32463e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -23260128.000000 Penalty: 6049.016602
	Iteration 6F: 3 clusters Score -2.326013e+07 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172048 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -23276908.000000 Penalty: 6049.016602
	Iteration 7F: 3 clusters Score -2.327691e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186339 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -23290600.000000 Penalty: 6049.016602
	Iteration 8F: 3 clusters Score -2.32906e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193507 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -23297538.000000 Penalty: 6049.016602
	Iteration 9Q: 3 clusters Score -2.329754e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196028 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -23299800.000000 Penalty: 6049.016602
	Iteration 10Q: 3 clusters Score -2.32998e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196690 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -23300534.000000 Penalty: 6049.016602
	Iteration 11Q: 3 clusters Score -2.330053e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196854 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23300892.000000 Penalty: 6049.016602
	Iteration 12Q: 3 clusters Score -2.330089e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196890 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -23301036.000000 Penalty: 6049.016602
	Iteration 13Q: 3 clusters Score -2.330104e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -23301092.000000 Penalty: 6049.016602
	Iteration 14Q: 3 clusters Score -2.330109e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196902 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23301164.000000 Penalty: 6049.016602
	Iteration 15Q: 3 clusters Score -2.330116e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23301190.000000 Penalty: 6049.016602
	Iteration 16Q: 3 clusters Score -2.330119e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -23301226.000000 Penalty: 6049.016602
	Iteration 17Q: 3 clusters Score -2.330123e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196856 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23301280.000000 Penalty: 6049.016602
	Iteration 18Q: 3 clusters Score -2.330128e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196840 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23301322.000000 Penalty: 6049.016602
	Iteration 19Q: 3 clusters Score -2.330132e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196836 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23301354.000000 Penalty: 6049.016602
	Iteration 20F: 3 clusters Score -2.330135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196828 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23301396.000000 Penalty: 6049.016602
	Iteration 21Q: 3 clusters Score -2.33014e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196812 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -23301434.000000 Penalty: 6049.016602
	Iteration 22Q: 3 clusters Score -2.330143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196800 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23301440.000000 Penalty: 6049.016602
	Iteration 23Q: 3 clusters Score -2.330144e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196794 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -23301500.000000 Penalty: 6049.016602
	Iteration 24Q: 3 clusters Score -2.33015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196785 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23301508.000000 Penalty: 6049.016602
	Iteration 25Q: 3 clusters Score -2.330151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196787 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23301532.000000 Penalty: 6049.016602
	Iteration 26Q: 3 clusters Score -2.330153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196778 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23301550.000000 Penalty: 6049.016602
	Iteration 27Q: 3 clusters Score -2.330155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196762 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23301548.000000 Penalty: 6049.016602
	Iteration 28Q: 3 clusters Score -2.330155e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196747 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23301590.000000 Penalty: 6049.016602
	Iteration 29Q: 3 clusters Score -2.330159e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196735 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -23301618.000000 Penalty: 6049.016602
	Iteration 30Q: 3 clusters Score -2.330162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196727 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23301610.000000 Penalty: 6049.016602
	Iteration 31Q: 3 clusters Score -2.330161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -23301628.000000 Penalty: 6049.016602
	Iteration 32Q: 3 clusters Score -2.330163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -23301638.000000 Penalty: 6049.016602
	Iteration 33Q: 3 clusters Score -2.330164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196704 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23301632.000000 Penalty: 6049.016602
	Iteration 34Q: 3 clusters Score -2.330163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196696 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -23301632.000000 Penalty: 6049.016602
	Iteration 35Q: 3 clusters Score -2.330163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196702 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -23301650.000000 Penalty: 6049.016602
	Iteration 36Q: 3 clusters Score -2.330165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196704 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23301646.000000 Penalty: 6049.016602
	Iteration 37Q: 3 clusters Score -2.330165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196704 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23301650.000000 Penalty: 6049.016602
	Iteration 38Q: 3 clusters Score -2.330165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196706 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -23301644.000000 Penalty: 6049.016602
	Iteration 39Q: 3 clusters Score -2.330164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196704 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23301668.000000 Penalty: 6049.016602
	Iteration 40F: 3 clusters Score -2.330167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Entering Unmasked Estep 
Score: -1215838.375000 Penalty: 2299.409180
	Iteration 0F: 2 clusters Score -1215838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1207687.125000 Penalty: 4598.818359
	Iteration 0F: 3 clusters Score -1207687 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1209952.125000 Penalty: 4598.818359
	Iteration 1F: 3 clusters Score -1209952 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1210258.125000 Penalty: 4598.818359
	Iteration 2F: 3 clusters Score -1210258 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1210496.375000 Penalty: 4598.818359
	Iteration 3F: 3 clusters Score -1210496 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1210701.500000 Penalty: 4598.818359
	Iteration 4Q: 3 clusters Score -1210702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1210849.750000 Penalty: 4598.818359
	Iteration 5Q: 3 clusters Score -1210850 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1210982.875000 Penalty: 4598.818359
	Iteration 6Q: 3 clusters Score -1210983 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1211107.250000 Penalty: 4598.818359
	Iteration 7Q: 3 clusters Score -1211107 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1211259.500000 Penalty: 4598.818359
	Iteration 8Q: 3 clusters Score -1211260 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1211464.500000 Penalty: 4598.818359
	Iteration 9Q: 3 clusters Score -1211464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1211768.500000 Penalty: 4598.818359
	Iteration 10Q: 3 clusters Score -1211768 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1212298.750000 Penalty: 4598.818359
	Iteration 11F: 3 clusters Score -1212299 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1213020.500000 Penalty: 4598.818359
	Iteration 12F: 3 clusters Score -1213020 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1213739.375000 Penalty: 4598.818359
	Iteration 13F: 3 clusters Score -1213739 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1214232.625000 Penalty: 4598.818359
	Iteration 14F: 3 clusters Score -1214233 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1214488.625000 Penalty: 4598.818359
	Iteration 15Q: 3 clusters Score -1214489 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1214604.000000 Penalty: 4598.818359
	Iteration 16Q: 3 clusters Score -1214604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1214658.750000 Penalty: 4598.818359
	Iteration 17Q: 3 clusters Score -1214659 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1214691.875000 Penalty: 4598.818359
	Iteration 18Q: 3 clusters Score -1214692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1214712.000000 Penalty: 4598.818359
	Iteration 19Q: 3 clusters Score -1214712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1214721.875000 Penalty: 4598.818359
	Iteration 20F: 3 clusters Score -1214722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1214735.125000 Penalty: 4598.818359
	Iteration 21Q: 3 clusters Score -1214735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1214740.000000 Penalty: 4598.818359
	Iteration 22Q: 3 clusters Score -1214740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1214738.000000 Penalty: 4598.818359
	Iteration 23Q: 3 clusters Score -1214738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1214740.000000 Penalty: 4598.818359
	Iteration 24Q: 3 clusters Score -1214740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1214740.375000 Penalty: 4598.818359
	Iteration 25Q: 3 clusters Score -1214740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1214743.750000 Penalty: 4598.818359
	Iteration 26Q: 3 clusters Score -1214744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1214744.500000 Penalty: 4598.818359
	Iteration 27Q: 3 clusters Score -1214744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1214744.000000 Penalty: 4598.818359
	Iteration 28Q: 3 clusters Score -1214744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1214742.375000 Penalty: 4598.818359
	Iteration 29Q: 3 clusters Score -1214742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1214742.875000 Penalty: 4598.818359
	Iteration 30Q: 3 clusters Score -1214743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1214741.750000 Penalty: 4598.818359
	Iteration 31Q: 3 clusters Score -1214742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1214742.625000 Penalty: 4598.818359
	Iteration 32Q: 3 clusters Score -1214743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1214742.625000 Penalty: 4598.818359
	Iteration 33F: 3 clusters Score -1214743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186371 members 
Entering Unmasked Estep 
Score: -21818336.000000 Penalty: 3009.602539
	Iteration 0F: 2 clusters Score -2.181834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -21694900.000000 Penalty: 6019.205078
	Iteration 0F: 3 clusters Score -2.16949e+07 nChanged 89672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -21746976.000000 Penalty: 6019.205078
	Iteration 1F: 3 clusters Score -2.174698e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -21747840.000000 Penalty: 6019.205078
	Iteration 2Q: 3 clusters Score -2.174784e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -21748528.000000 Penalty: 6019.205078
	Iteration 3Q: 3 clusters Score -2.174853e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -21749124.000000 Penalty: 6019.205078
	Iteration 4Q: 3 clusters Score -2.174912e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -21749894.000000 Penalty: 6019.205078
	Iteration 5Q: 3 clusters Score -2.174989e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -21750864.000000 Penalty: 6019.205078
	Iteration 6Q: 3 clusters Score -2.175086e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -21752018.000000 Penalty: 6019.205078
	Iteration 7Q: 3 clusters Score -2.175202e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -21753460.000000 Penalty: 6019.205078
	Iteration 8Q: 3 clusters Score -2.175346e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -21755286.000000 Penalty: 6019.205078
	Iteration 9Q: 3 clusters Score -2.175529e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105015 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -21757906.000000 Penalty: 6019.205078
	Iteration 10Q: 3 clusters Score -2.175791e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -21761930.000000 Penalty: 6019.205078
	Iteration 11Q: 3 clusters Score -2.176193e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114763 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -21768230.000000 Penalty: 6019.205078
	Iteration 12F: 3 clusters Score -2.176823e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120180 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -21776468.000000 Penalty: 6019.205078
	Iteration 13F: 3 clusters Score -2.177647e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124889 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -21783484.000000 Penalty: 6019.205078
	Iteration 14F: 3 clusters Score -2.178348e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -21787052.000000 Penalty: 6019.205078
	Iteration 15Q: 3 clusters Score -2.178705e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131981 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -21788822.000000 Penalty: 6019.205078
	Iteration 16Q: 3 clusters Score -2.178882e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -21790202.000000 Penalty: 6019.205078
	Iteration 17Q: 3 clusters Score -2.17902e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139189 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -21791470.000000 Penalty: 6019.205078
	Iteration 18Q: 3 clusters Score -2.179147e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142985 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -21792876.000000 Penalty: 6019.205078
	Iteration 19Q: 3 clusters Score -2.179288e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146853 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -21794410.000000 Penalty: 6019.205078
	Iteration 20F: 3 clusters Score -2.179441e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150824 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -21796130.000000 Penalty: 6019.205078
	Iteration 21Q: 3 clusters Score -2.179613e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -21798074.000000 Penalty: 6019.205078
	Iteration 22Q: 3 clusters Score -2.179807e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -21799954.000000 Penalty: 6019.205078
	Iteration 23Q: 3 clusters Score -2.179995e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -21801828.000000 Penalty: 6019.205078
	Iteration 24Q: 3 clusters Score -2.180183e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -21803650.000000 Penalty: 6019.205078
	Iteration 25Q: 3 clusters Score -2.180365e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169957 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -21805460.000000 Penalty: 6019.205078
	Iteration 26Q: 3 clusters Score -2.180546e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -21807550.000000 Penalty: 6019.205078
	Iteration 27Q: 3 clusters Score -2.180755e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175915 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -21809202.000000 Penalty: 6019.205078
	Iteration 28Q: 3 clusters Score -2.18092e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -21810640.000000 Penalty: 6019.205078
	Iteration 29Q: 3 clusters Score -2.181064e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180273 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -21811854.000000 Penalty: 6019.205078
	Iteration 30Q: 3 clusters Score -2.181185e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181920 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -21812974.000000 Penalty: 6019.205078
	Iteration 31Q: 3 clusters Score -2.181297e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183166 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21813806.000000 Penalty: 6019.205078
	Iteration 32Q: 3 clusters Score -2.181381e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21814512.000000 Penalty: 6019.205078
	Iteration 33Q: 3 clusters Score -2.181451e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184674 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21814906.000000 Penalty: 6019.205078
	Iteration 34Q: 3 clusters Score -2.181491e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185028 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -21815136.000000 Penalty: 6019.205078
	Iteration 35Q: 3 clusters Score -2.181514e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185262 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21815330.000000 Penalty: 6019.205078
	Iteration 36Q: 3 clusters Score -2.181533e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185416 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21815462.000000 Penalty: 6019.205078
	Iteration 37Q: 3 clusters Score -2.181546e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185525 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -21815546.000000 Penalty: 6019.205078
	Iteration 38Q: 3 clusters Score -2.181555e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185602 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21815586.000000 Penalty: 6019.205078
	Iteration 39Q: 3 clusters Score -2.181559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185651 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -21815622.000000 Penalty: 6019.205078
	Iteration 40F: 3 clusters Score -2.181562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185691 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21815670.000000 Penalty: 6019.205078
	Iteration 41Q: 3 clusters Score -2.181567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21815666.000000 Penalty: 6019.205078
	Iteration 42Q: 3 clusters Score -2.181567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21815694.000000 Penalty: 6019.205078
	Iteration 43Q: 3 clusters Score -2.181569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185756 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21815708.000000 Penalty: 6019.205078
	Iteration 44Q: 3 clusters Score -2.181571e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185770 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21815730.000000 Penalty: 6019.205078
	Iteration 45Q: 3 clusters Score -2.181573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21815728.000000 Penalty: 6019.205078
	Iteration 46Q: 3 clusters Score -2.181573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185790 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21815732.000000 Penalty: 6019.205078
	Iteration 47Q: 3 clusters Score -2.181573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185798 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21815740.000000 Penalty: 6019.205078
	Iteration 48Q: 3 clusters Score -2.181574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185805 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21815748.000000 Penalty: 6019.205078
	Iteration 49Q: 3 clusters Score -2.181575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185808 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21815750.000000 Penalty: 6019.205078
	Iteration 50Q: 3 clusters Score -2.181575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185816 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21815732.000000 Penalty: 6019.205078
	Iteration 51Q: 3 clusters Score -2.181573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21815756.000000 Penalty: 6019.205078
	Iteration 52Q: 3 clusters Score -2.181576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21815746.000000 Penalty: 6019.205078
	Iteration 53Q: 3 clusters Score -2.181575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21815754.000000 Penalty: 6019.205078
	Iteration 54Q: 3 clusters Score -2.181575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21815750.000000 Penalty: 6019.205078
	Iteration 55Q: 3 clusters Score -2.181575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185823 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21815742.000000 Penalty: 6019.205078
	Iteration 56Q: 3 clusters Score -2.181574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185823 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21815742.000000 Penalty: 6019.205078
	Iteration 57F: 3 clusters Score -2.181574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 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 324 members 
Entering Unmasked Estep 
Score: -64922.003906 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64922 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65221.816406 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65221.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65450.652344 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65450.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65594.296875 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -65594.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65710.125000 Penalty: 3231.297607
	Iteration 4F: 3 clusters Score -65710.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65867.031250 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65867.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65953.859375 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -65953.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65990.421875 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -65990.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66035.109375 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -66035.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66064.976562 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -66064.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66094.718750 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -66094.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66131.257812 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -66131.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66211.289062 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -66211.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66309.375000 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -66309.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66444.171875 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -66444.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66451.781250 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -66451.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66458.367188 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -66458.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66459.710938 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -66459.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66467.257812 Penalty: 3231.297607
	Iteration 18F: 3 clusters Score -66467.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66479.281250 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -66479.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66479.281250 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -66479.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Entering Unmasked Estep 
Score: -4789510.000000 Penalty: 2629.368896
	Iteration 0F: 2 clusters Score -4789510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -4762239.500000 Penalty: 5258.737793
	Iteration 0F: 3 clusters Score -4762240 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4772368.500000 Penalty: 5258.737793
	Iteration 1F: 3 clusters Score -4772368 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4772838.500000 Penalty: 5258.737793
	Iteration 2Q: 3 clusters Score -4772838 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4773215.500000 Penalty: 5258.737793
	Iteration 3Q: 3 clusters Score -4773216 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4773583.500000 Penalty: 5258.737793
	Iteration 4Q: 3 clusters Score -4773584 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4773939.000000 Penalty: 5258.737793
	Iteration 5Q: 3 clusters Score -4773939 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4774382.500000 Penalty: 5258.737793
	Iteration 6Q: 3 clusters Score -4774382 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4775002.000000 Penalty: 5258.737793
	Iteration 7Q: 3 clusters Score -4775002 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4775771.500000 Penalty: 5258.737793
	Iteration 8Q: 3 clusters Score -4775772 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4776842.500000 Penalty: 5258.737793
	Iteration 9Q: 3 clusters Score -4776842 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4778247.500000 Penalty: 5258.737793
	Iteration 10F: 3 clusters Score -4778248 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4780023.500000 Penalty: 5258.737793
	Iteration 11F: 3 clusters Score -4780024 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4781975.000000 Penalty: 5258.737793
	Iteration 12F: 3 clusters Score -4781975 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4783491.000000 Penalty: 5258.737793
	Iteration 13F: 3 clusters Score -4783491 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4784239.000000 Penalty: 5258.737793
	Iteration 14Q: 3 clusters Score -4784239 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4784542.000000 Penalty: 5258.737793
	Iteration 15Q: 3 clusters Score -4784542 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4784705.500000 Penalty: 5258.737793
	Iteration 16Q: 3 clusters Score -4784706 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4784855.500000 Penalty: 5258.737793
	Iteration 17Q: 3 clusters Score -4784856 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4784957.000000 Penalty: 5258.737793
	Iteration 18Q: 3 clusters Score -4784957 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4785068.500000 Penalty: 5258.737793
	Iteration 19Q: 3 clusters Score -4785068 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4785179.000000 Penalty: 5258.737793
	Iteration 20F: 3 clusters Score -4785179 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4785277.000000 Penalty: 5258.737793
	Iteration 21Q: 3 clusters Score -4785277 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4785354.000000 Penalty: 5258.737793
	Iteration 22Q: 3 clusters Score -4785354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4785427.500000 Penalty: 5258.737793
	Iteration 23Q: 3 clusters Score -4785428 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -4785490.500000 Penalty: 5258.737793
	Iteration 24Q: 3 clusters Score -4785490 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4785546.500000 Penalty: 5258.737793
	Iteration 25Q: 3 clusters Score -4785546 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4785618.500000 Penalty: 5258.737793
	Iteration 26Q: 3 clusters Score -4785618 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4785697.500000 Penalty: 5258.737793
	Iteration 27Q: 3 clusters Score -4785698 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4785735.500000 Penalty: 5258.737793
	Iteration 28Q: 3 clusters Score -4785736 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4785803.000000 Penalty: 5258.737793
	Iteration 29Q: 3 clusters Score -4785803 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4785870.500000 Penalty: 5258.737793
	Iteration 30Q: 3 clusters Score -4785870 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4785919.000000 Penalty: 5258.737793
	Iteration 31Q: 3 clusters Score -4785919 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4786004.500000 Penalty: 5258.737793
	Iteration 32Q: 3 clusters Score -4786004 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4786083.500000 Penalty: 5258.737793
	Iteration 33Q: 3 clusters Score -4786084 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -4786137.500000 Penalty: 5258.737793
	Iteration 34Q: 3 clusters Score -4786138 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4786229.500000 Penalty: 5258.737793
	Iteration 35Q: 3 clusters Score -4786230 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4786283.000000 Penalty: 5258.737793
	Iteration 36Q: 3 clusters Score -4786283 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4786346.500000 Penalty: 5258.737793
	Iteration 37Q: 3 clusters Score -4786346 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4786383.500000 Penalty: 5258.737793
	Iteration 38Q: 3 clusters Score -4786384 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4786446.000000 Penalty: 5258.737793
	Iteration 39Q: 3 clusters Score -4786446 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4786503.500000 Penalty: 5258.737793
	Iteration 40F: 3 clusters Score -4786504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -4786555.500000 Penalty: 5258.737793
	Iteration 41Q: 3 clusters Score -4786556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4786642.500000 Penalty: 5258.737793
	Iteration 42Q: 3 clusters Score -4786642 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4786712.500000 Penalty: 5258.737793
	Iteration 43Q: 3 clusters Score -4786712 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4786780.000000 Penalty: 5258.737793
	Iteration 44Q: 3 clusters Score -4786780 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4786823.500000 Penalty: 5258.737793
	Iteration 45Q: 3 clusters Score -4786824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4786881.500000 Penalty: 5258.737793
	Iteration 46Q: 3 clusters Score -4786882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4786935.000000 Penalty: 5258.737793
	Iteration 47Q: 3 clusters Score -4786935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4786988.000000 Penalty: 5258.737793
	Iteration 48Q: 3 clusters Score -4786988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4787035.000000 Penalty: 5258.737793
	Iteration 49Q: 3 clusters Score -4787035 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4787062.500000 Penalty: 5258.737793
	Iteration 50Q: 3 clusters Score -4787062 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4787075.000000 Penalty: 5258.737793
	Iteration 51Q: 3 clusters Score -4787075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4787108.000000 Penalty: 5258.737793
	Iteration 52Q: 3 clusters Score -4787108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4787136.000000 Penalty: 5258.737793
	Iteration 53Q: 3 clusters Score -4787136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4787159.000000 Penalty: 5258.737793
	Iteration 54Q: 3 clusters Score -4787159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4787168.500000 Penalty: 5258.737793
	Iteration 55Q: 3 clusters Score -4787168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4787194.000000 Penalty: 5258.737793
	Iteration 56Q: 3 clusters Score -4787194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4787195.000000 Penalty: 5258.737793
	Iteration 57Q: 3 clusters Score -4787195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4787229.500000 Penalty: 5258.737793
	Iteration 58Q: 3 clusters Score -4787230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4787253.000000 Penalty: 5258.737793
	Iteration 59Q: 3 clusters Score -4787253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4787282.500000 Penalty: 5258.737793
	Iteration 60F: 3 clusters Score -4787282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4787300.000000 Penalty: 5258.737793
	Iteration 61Q: 3 clusters Score -4787300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4787325.000000 Penalty: 5258.737793
	Iteration 62Q: 3 clusters Score -4787325 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -4787327.500000 Penalty: 5258.737793
	Iteration 63Q: 3 clusters Score -4787328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4787329.500000 Penalty: 5258.737793
	Iteration 64Q: 3 clusters Score -4787330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4787325.000000 Penalty: 5258.737793
	Iteration 65Q: 3 clusters Score -4787325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4787345.000000 Penalty: 5258.737793
	Iteration 66Q: 3 clusters Score -4787345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4787356.500000 Penalty: 5258.737793
	Iteration 67Q: 3 clusters Score -4787356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -4787355.500000 Penalty: 5258.737793
	Iteration 68Q: 3 clusters Score -4787356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4787358.500000 Penalty: 5258.737793
	Iteration 69Q: 3 clusters Score -4787358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4787375.500000 Penalty: 5258.737793
	Iteration 70Q: 3 clusters Score -4787376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -4787394.000000 Penalty: 5258.737793
	Iteration 71Q: 3 clusters Score -4787394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -4787405.000000 Penalty: 5258.737793
	Iteration 72Q: 3 clusters Score -4787405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4787398.000000 Penalty: 5258.737793
	Iteration 73Q: 3 clusters Score -4787398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4787402.500000 Penalty: 5258.737793
	Iteration 74Q: 3 clusters Score -4787402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4787414.000000 Penalty: 5258.737793
	Iteration 75Q: 3 clusters Score -4787414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4787418.500000 Penalty: 5258.737793
	Iteration 76Q: 3 clusters Score -4787418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -4787411.000000 Penalty: 5258.737793
	Iteration 77Q: 3 clusters Score -4787411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4787413.500000 Penalty: 5258.737793
	Iteration 78Q: 3 clusters Score -4787414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4787419.500000 Penalty: 5258.737793
	Iteration 79Q: 3 clusters Score -4787420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4787410.000000 Penalty: 5258.737793
	Iteration 80F: 3 clusters Score -4787410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4787417.000000 Penalty: 5258.737793
	Iteration 81Q: 3 clusters Score -4787417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -4787423.500000 Penalty: 5258.737793
	Iteration 82Q: 3 clusters Score -4787424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4787421.500000 Penalty: 5258.737793
	Iteration 83Q: 3 clusters Score -4787422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4787416.500000 Penalty: 5258.737793
	Iteration 84Q: 3 clusters Score -4787416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4787430.000000 Penalty: 5258.737793
	Iteration 85Q: 3 clusters Score -4787430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4787434.500000 Penalty: 5258.737793
	Iteration 86Q: 3 clusters Score -4787434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4787434.500000 Penalty: 5258.737793
	Iteration 87Q: 3 clusters Score -4787434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4787434.500000 Penalty: 5258.737793
	Iteration 88Q: 3 clusters Score -4787434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4787437.000000 Penalty: 5258.737793
	Iteration 89Q: 3 clusters Score -4787437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4787439.500000 Penalty: 5258.737793
	Iteration 90Q: 3 clusters Score -4787440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4787437.000000 Penalty: 5258.737793
	Iteration 91Q: 3 clusters Score -4787437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4787438.500000 Penalty: 5258.737793
	Iteration 92Q: 3 clusters Score -4787438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -4787441.000000 Penalty: 5258.737793
	Iteration 93Q: 3 clusters Score -4787441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4787435.500000 Penalty: 5258.737793
	Iteration 94Q: 3 clusters Score -4787436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -4787434.500000 Penalty: 5258.737793
	Iteration 95Q: 3 clusters Score -4787434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -4787438.500000 Penalty: 5258.737793
	Iteration 96Q: 3 clusters Score -4787438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4787440.000000 Penalty: 5258.737793
	Iteration 97Q: 3 clusters Score -4787440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4787440.000000 Penalty: 5258.737793
	Iteration 98F: 3 clusters Score -4787440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Entering Unmasked Estep 
Score: -6476059.000000 Penalty: 2706.382080
	Iteration 0F: 2 clusters Score -6476059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -6439101.500000 Penalty: 5412.764160
	Iteration 0F: 3 clusters Score -6439102 nChanged 25474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -6453023.000000 Penalty: 5412.764160
	Iteration 1F: 3 clusters Score -6453023 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -6453580.500000 Penalty: 5412.764160
	Iteration 2Q: 3 clusters Score -6453580 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -6454246.000000 Penalty: 5412.764160
	Iteration 3Q: 3 clusters Score -6454246 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -6455109.500000 Penalty: 5412.764160
	Iteration 4Q: 3 clusters Score -6455110 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -6456053.000000 Penalty: 5412.764160
	Iteration 5Q: 3 clusters Score -6456053 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6457285.500000 Penalty: 5412.764160
	Iteration 6Q: 3 clusters Score -6457286 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6458540.500000 Penalty: 5412.764160
	Iteration 7F: 3 clusters Score -6458540 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6459802.500000 Penalty: 5412.764160
	Iteration 8F: 3 clusters Score -6459802 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -6461192.000000 Penalty: 5412.764160
	Iteration 9F: 3 clusters Score -6461192 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -6462592.000000 Penalty: 5412.764160
	Iteration 10F: 3 clusters Score -6462592 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -6463926.500000 Penalty: 5412.764160
	Iteration 11Q: 3 clusters Score -6463926 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -6465429.000000 Penalty: 5412.764160
	Iteration 12Q: 3 clusters Score -6465429 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -6466834.500000 Penalty: 5412.764160
	Iteration 13Q: 3 clusters Score -6466834 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -6467992.000000 Penalty: 5412.764160
	Iteration 14Q: 3 clusters Score -6467992 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -6468703.500000 Penalty: 5412.764160
	Iteration 15Q: 3 clusters Score -6468704 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6469117.500000 Penalty: 5412.764160
	Iteration 16Q: 3 clusters Score -6469118 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6469336.500000 Penalty: 5412.764160
	Iteration 17Q: 3 clusters Score -6469336 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -6469567.500000 Penalty: 5412.764160
	Iteration 18Q: 3 clusters Score -6469568 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -6469777.000000 Penalty: 5412.764160
	Iteration 19Q: 3 clusters Score -6469777 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -6469913.500000 Penalty: 5412.764160
	Iteration 20F: 3 clusters Score -6469914 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -6470111.500000 Penalty: 5412.764160
	Iteration 21Q: 3 clusters Score -6470112 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -6470288.000000 Penalty: 5412.764160
	Iteration 22Q: 3 clusters Score -6470288 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -6470488.500000 Penalty: 5412.764160
	Iteration 23Q: 3 clusters Score -6470488 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -6470683.000000 Penalty: 5412.764160
	Iteration 24Q: 3 clusters Score -6470683 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6470849.500000 Penalty: 5412.764160
	Iteration 25Q: 3 clusters Score -6470850 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -6471028.000000 Penalty: 5412.764160
	Iteration 26Q: 3 clusters Score -6471028 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -6471240.500000 Penalty: 5412.764160
	Iteration 27Q: 3 clusters Score -6471240 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6471424.500000 Penalty: 5412.764160
	Iteration 28Q: 3 clusters Score -6471424 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -6471628.500000 Penalty: 5412.764160
	Iteration 29Q: 3 clusters Score -6471628 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -6471818.500000 Penalty: 5412.764160
	Iteration 30Q: 3 clusters Score -6471818 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -6472045.500000 Penalty: 5412.764160
	Iteration 31Q: 3 clusters Score -6472046 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6472309.500000 Penalty: 5412.764160
	Iteration 32Q: 3 clusters Score -6472310 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6472547.500000 Penalty: 5412.764160
	Iteration 33Q: 3 clusters Score -6472548 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6472765.000000 Penalty: 5412.764160
	Iteration 34Q: 3 clusters Score -6472765 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6472947.000000 Penalty: 5412.764160
	Iteration 35Q: 3 clusters Score -6472947 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6473131.500000 Penalty: 5412.764160
	Iteration 36Q: 3 clusters Score -6473132 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -6473278.500000 Penalty: 5412.764160
	Iteration 37Q: 3 clusters Score -6473278 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6473409.500000 Penalty: 5412.764160
	Iteration 38Q: 3 clusters Score -6473410 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6473545.500000 Penalty: 5412.764160
	Iteration 39Q: 3 clusters Score -6473546 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6473627.500000 Penalty: 5412.764160
	Iteration 40F: 3 clusters Score -6473628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6473702.000000 Penalty: 5412.764160
	Iteration 41Q: 3 clusters Score -6473702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6473754.500000 Penalty: 5412.764160
	Iteration 42Q: 3 clusters Score -6473754 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6473808.500000 Penalty: 5412.764160
	Iteration 43Q: 3 clusters Score -6473808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6473866.500000 Penalty: 5412.764160
	Iteration 44Q: 3 clusters Score -6473866 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6473898.500000 Penalty: 5412.764160
	Iteration 45Q: 3 clusters Score -6473898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6473907.500000 Penalty: 5412.764160
	Iteration 46Q: 3 clusters Score -6473908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6473932.000000 Penalty: 5412.764160
	Iteration 47Q: 3 clusters Score -6473932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6473966.500000 Penalty: 5412.764160
	Iteration 48Q: 3 clusters Score -6473966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6473995.500000 Penalty: 5412.764160
	Iteration 49Q: 3 clusters Score -6473996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6474029.500000 Penalty: 5412.764160
	Iteration 50Q: 3 clusters Score -6474030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6474034.000000 Penalty: 5412.764160
	Iteration 51Q: 3 clusters Score -6474034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6474081.500000 Penalty: 5412.764160
	Iteration 52Q: 3 clusters Score -6474082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6474087.000000 Penalty: 5412.764160
	Iteration 53Q: 3 clusters Score -6474087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6474091.000000 Penalty: 5412.764160
	Iteration 54Q: 3 clusters Score -6474091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6474100.000000 Penalty: 5412.764160
	Iteration 55Q: 3 clusters Score -6474100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6474096.000000 Penalty: 5412.764160
	Iteration 56Q: 3 clusters Score -6474096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6474098.000000 Penalty: 5412.764160
	Iteration 57Q: 3 clusters Score -6474098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6474111.000000 Penalty: 5412.764160
	Iteration 58Q: 3 clusters Score -6474111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6474109.000000 Penalty: 5412.764160
	Iteration 59Q: 3 clusters Score -6474109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6474103.500000 Penalty: 5412.764160
	Iteration 60F: 3 clusters Score -6474104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6474103.500000 Penalty: 5412.764160
	Iteration 61Q: 3 clusters Score -6474104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6474100.500000 Penalty: 5412.764160
	Iteration 62Q: 3 clusters Score -6474100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6474108.000000 Penalty: 5412.764160
	Iteration 63Q: 3 clusters Score -6474108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6474106.500000 Penalty: 5412.764160
	Iteration 64Q: 3 clusters Score -6474106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6474119.000000 Penalty: 5412.764160
	Iteration 65Q: 3 clusters Score -6474119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6474113.000000 Penalty: 5412.764160
	Iteration 66Q: 3 clusters Score -6474113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6474118.500000 Penalty: 5412.764160
	Iteration 67Q: 3 clusters Score -6474118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6474112.000000 Penalty: 5412.764160
	Iteration 68Q: 3 clusters Score -6474112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6474112.000000 Penalty: 5412.764160
	Iteration 69F: 3 clusters Score -6474112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Entering Unmasked Estep 
Score: -9768411.000000 Penalty: 2811.753174
	Iteration 0F: 2 clusters Score -9768411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -9712247.000000 Penalty: 5623.506348
	Iteration 0F: 3 clusters Score -9712247 nChanged 39432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -9735018.000000 Penalty: 5623.506348
	Iteration 1F: 3 clusters Score -9735018 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -9735962.000000 Penalty: 5623.506348
	Iteration 2Q: 3 clusters Score -9735962 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -9737082.000000 Penalty: 5623.506348
	Iteration 3Q: 3 clusters Score -9737082 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -9738538.000000 Penalty: 5623.506348
	Iteration 4Q: 3 clusters Score -9738538 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -9740558.000000 Penalty: 5623.506348
	Iteration 5F: 3 clusters Score -9740558 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -9743244.000000 Penalty: 5623.506348
	Iteration 6F: 3 clusters Score -9743244 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -9746578.000000 Penalty: 5623.506348
	Iteration 7F: 3 clusters Score -9746578 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -9750223.000000 Penalty: 5623.506348
	Iteration 8F: 3 clusters Score -9750223 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -9753460.000000 Penalty: 5623.506348
	Iteration 9F: 3 clusters Score -9753460 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -9755737.000000 Penalty: 5623.506348
	Iteration 10F: 3 clusters Score -9755737 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -9757058.000000 Penalty: 5623.506348
	Iteration 11Q: 3 clusters Score -9757058 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9757985.000000 Penalty: 5623.506348
	Iteration 12Q: 3 clusters Score -9757985 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9758843.000000 Penalty: 5623.506348
	Iteration 13Q: 3 clusters Score -9758843 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -9759527.000000 Penalty: 5623.506348
	Iteration 14Q: 3 clusters Score -9759527 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -9760240.000000 Penalty: 5623.506348
	Iteration 15Q: 3 clusters Score -9760240 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -9761015.000000 Penalty: 5623.506348
	Iteration 16Q: 3 clusters Score -9761015 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -9761805.000000 Penalty: 5623.506348
	Iteration 17Q: 3 clusters Score -9761805 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -9762606.000000 Penalty: 5623.506348
	Iteration 18Q: 3 clusters Score -9762606 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -9763263.000000 Penalty: 5623.506348
	Iteration 19Q: 3 clusters Score -9763263 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -9763817.000000 Penalty: 5623.506348
	Iteration 20F: 3 clusters Score -9763817 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -9764232.000000 Penalty: 5623.506348
	Iteration 21Q: 3 clusters Score -9764232 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -9764525.000000 Penalty: 5623.506348
	Iteration 22Q: 3 clusters Score -9764525 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -9764758.000000 Penalty: 5623.506348
	Iteration 23Q: 3 clusters Score -9764758 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -9764947.000000 Penalty: 5623.506348
	Iteration 24Q: 3 clusters Score -9764947 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -9765142.000000 Penalty: 5623.506348
	Iteration 25Q: 3 clusters Score -9765142 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -9765366.000000 Penalty: 5623.506348
	Iteration 26Q: 3 clusters Score -9765366 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -9765540.000000 Penalty: 5623.506348
	Iteration 27Q: 3 clusters Score -9765540 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -9765732.000000 Penalty: 5623.506348
	Iteration 28Q: 3 clusters Score -9765732 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -9765865.000000 Penalty: 5623.506348
	Iteration 29Q: 3 clusters Score -9765865 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -9766035.000000 Penalty: 5623.506348
	Iteration 30Q: 3 clusters Score -9766035 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9766164.000000 Penalty: 5623.506348
	Iteration 31Q: 3 clusters Score -9766164 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -9766304.000000 Penalty: 5623.506348
	Iteration 32Q: 3 clusters Score -9766304 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9766423.000000 Penalty: 5623.506348
	Iteration 33Q: 3 clusters Score -9766423 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -9766525.000000 Penalty: 5623.506348
	Iteration 34Q: 3 clusters Score -9766525 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -9766648.000000 Penalty: 5623.506348
	Iteration 35Q: 3 clusters Score -9766648 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -9766705.000000 Penalty: 5623.506348
	Iteration 36Q: 3 clusters Score -9766705 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -9766788.000000 Penalty: 5623.506348
	Iteration 37Q: 3 clusters Score -9766788 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9766858.000000 Penalty: 5623.506348
	Iteration 38Q: 3 clusters Score -9766858 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -9766934.000000 Penalty: 5623.506348
	Iteration 39Q: 3 clusters Score -9766934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -9766978.000000 Penalty: 5623.506348
	Iteration 40F: 3 clusters Score -9766978 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -9767023.000000 Penalty: 5623.506348
	Iteration 41Q: 3 clusters Score -9767023 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -9767043.000000 Penalty: 5623.506348
	Iteration 42Q: 3 clusters Score -9767043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -9767090.000000 Penalty: 5623.506348
	Iteration 43Q: 3 clusters Score -9767090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -9767100.000000 Penalty: 5623.506348
	Iteration 44Q: 3 clusters Score -9767100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9767125.000000 Penalty: 5623.506348
	Iteration 45Q: 3 clusters Score -9767125 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9767134.000000 Penalty: 5623.506348
	Iteration 46Q: 3 clusters Score -9767134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9767162.000000 Penalty: 5623.506348
	Iteration 47Q: 3 clusters Score -9767162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9767162.000000 Penalty: 5623.506348
	Iteration 48Q: 3 clusters Score -9767162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9767162.000000 Penalty: 5623.506348
	Iteration 49Q: 3 clusters Score -9767162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9767174.000000 Penalty: 5623.506348
	Iteration 50Q: 3 clusters Score -9767174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9767200.000000 Penalty: 5623.506348
	Iteration 51Q: 3 clusters Score -9767200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9767204.000000 Penalty: 5623.506348
	Iteration 52Q: 3 clusters Score -9767204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9767195.000000 Penalty: 5623.506348
	Iteration 53Q: 3 clusters Score -9767195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9767184.000000 Penalty: 5623.506348
	Iteration 54Q: 3 clusters Score -9767184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9767194.000000 Penalty: 5623.506348
	Iteration 55Q: 3 clusters Score -9767194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9767207.000000 Penalty: 5623.506348
	Iteration 56Q: 3 clusters Score -9767207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9767214.000000 Penalty: 5623.506348
	Iteration 57Q: 3 clusters Score -9767214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9767218.000000 Penalty: 5623.506348
	Iteration 58Q: 3 clusters Score -9767218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9767217.000000 Penalty: 5623.506348
	Iteration 59Q: 3 clusters Score -9767217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9767204.000000 Penalty: 5623.506348
	Iteration 60F: 3 clusters Score -9767204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9767207.000000 Penalty: 5623.506348
	Iteration 61Q: 3 clusters Score -9767207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9767207.000000 Penalty: 5623.506348
	Iteration 62Q: 3 clusters Score -9767207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9767206.000000 Penalty: 5623.506348
	Iteration 63Q: 3 clusters Score -9767206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -9767212.000000 Penalty: 5623.506348
	Iteration 64Q: 3 clusters Score -9767212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9767218.000000 Penalty: 5623.506348
	Iteration 65Q: 3 clusters Score -9767218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -9767215.000000 Penalty: 5623.506348
	Iteration 66Q: 3 clusters Score -9767215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -9767202.000000 Penalty: 5623.506348
	Iteration 67Q: 3 clusters Score -9767202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9767214.000000 Penalty: 5623.506348
	Iteration 68Q: 3 clusters Score -9767214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -9767213.000000 Penalty: 5623.506348
	Iteration 69Q: 3 clusters Score -9767213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9767220.000000 Penalty: 5623.506348
	Iteration 70Q: 3 clusters Score -9767220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9767220.000000 Penalty: 5623.506348
	Iteration 71F: 3 clusters Score -9767220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85000.515625 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -85000.52 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85534.812500 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85534.81 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85752.093750 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85752.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85904.445312 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -85904.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86006.601562 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -86006.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86070.632812 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -86070.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86148.843750 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -86148.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -86187.437500 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -86187.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86210.062500 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -86210.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -86225.062500 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -86225.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86246.757812 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -86246.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86258.429688 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -86258.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -86279.265625 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -86279.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -86300.210938 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -86300.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -86316.281250 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -86316.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -86346.851562 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -86346.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86402.398438 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -86402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86469.507812 Penalty: 3362.277344
	Iteration 17Q: 3 clusters Score -86469.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -86515.078125 Penalty: 3362.277344
	Iteration 18Q: 3 clusters Score -86515.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -86539.648438 Penalty: 3362.277344
	Iteration 19Q: 3 clusters Score -86539.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -86547.195312 Penalty: 3362.277344
	Iteration 20F: 3 clusters Score -86547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -86559.351562 Penalty: 3362.277344
	Iteration 21Q: 3 clusters Score -86559.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -86598.304688 Penalty: 3362.277344
	Iteration 22Q: 3 clusters Score -86598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86693.648438 Penalty: 3362.277344
	Iteration 23Q: 3 clusters Score -86693.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -86805.945312 Penalty: 3362.277344
	Iteration 24Q: 3 clusters Score -86805.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86912.234375 Penalty: 3362.277344
	Iteration 25Q: 3 clusters Score -86912.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86924.375000 Penalty: 3362.277344
	Iteration 26Q: 3 clusters Score -86924.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86924.375000 Penalty: 3362.277344
	Iteration 27F: 3 clusters Score -86924.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 54569 members 
Mstep: Class 8 contains 223063 members 
Mstep: Class 9 contains 197916 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 186371 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 54876 members 
Mstep: Class 15 contains 83928 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73392 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217466 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 241954 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 584 members 
Entering Unmasked Estep 
Score: -183964144.000000 Penalty: 109879.187500
Splitting cluster 16 changes total score from -183965232.000000 to -183964144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -278653.906250 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -278653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -275810.781250 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -275810.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -276348.593750 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -276348.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -276511.843750 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -276511.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -276591.312500 Penalty: 3862.129883
	Iteration 3Q: 3 clusters Score -276591.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -276632.687500 Penalty: 3862.129883
	Iteration 4Q: 3 clusters Score -276632.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -276650.281250 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -276650.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -276663.812500 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -276663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -276680.187500 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -276680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -276696.031250 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -276696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -276709.375000 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -276709.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -276721.187500 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -276721.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276729.531250 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -276729.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -276737.218750 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -276737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -276745.218750 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -276745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -276750.843750 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -276750.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -276760.156250 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -276760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -276767.437500 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -276767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276772.437500 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -276772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -276773.906250 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -276773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -276776.843750 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -276776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276779.062500 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -276779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -276781.500000 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -276781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -276783.218750 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -276783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -276784.187500 Penalty: 3862.129883
	Iteration 23Q: 3 clusters Score -276784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -276786.093750 Penalty: 3862.129883
	Iteration 24Q: 3 clusters Score -276786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -276788.000000 Penalty: 3862.129883
	Iteration 25Q: 3 clusters Score -276788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -276789.718750 Penalty: 3862.129883
	Iteration 26Q: 3 clusters Score -276789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -276791.750000 Penalty: 3862.129883
	Iteration 27Q: 3 clusters Score -276791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -276794.187500 Penalty: 3862.129883
	Iteration 28Q: 3 clusters Score -276794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -276797.375000 Penalty: 3862.129883
	Iteration 29Q: 3 clusters Score -276797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -276800.593750 Penalty: 3862.129883
	Iteration 30Q: 3 clusters Score -276800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -276803.312500 Penalty: 3862.129883
	Iteration 31Q: 3 clusters Score -276803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -276806.125000 Penalty: 3862.129883
	Iteration 32Q: 3 clusters Score -276806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -276807.937500 Penalty: 3862.129883
	Iteration 33Q: 3 clusters Score -276807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276808.531250 Penalty: 3862.129883
	Iteration 34Q: 3 clusters Score -276808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -276811.031250 Penalty: 3862.129883
	Iteration 35Q: 3 clusters Score -276811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276812.625000 Penalty: 3862.129883
	Iteration 36Q: 3 clusters Score -276812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276812.843750 Penalty: 3862.129883
	Iteration 37Q: 3 clusters Score -276812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276812.843750 Penalty: 3862.129883
	Iteration 38F: 3 clusters Score -276812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -290605.906250 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -290605.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -287604.156250 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -287604.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288183.500000 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -288183.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288338.937500 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -288338.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -288433.437500 Penalty: 3899.416748
	Iteration 3Q: 3 clusters Score -288433.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -288501.468750 Penalty: 3899.416748
	Iteration 4Q: 3 clusters Score -288501.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288562.718750 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -288562.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288643.593750 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -288643.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -288730.468750 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -288730.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -288840.875000 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -288840.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -288975.125000 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -288975.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -289108.968750 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -289109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -289209.062500 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -289209.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -289296.437500 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -289296.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -289393.218750 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -289393.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -289534.687500 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -289534.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -289667.000000 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -289667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -289783.906250 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -289783.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -289870.937500 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -289870.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -289950.531250 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -289950.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -290013.156250 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -290013.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -290069.500000 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -290069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -290090.250000 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -290090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -290095.968750 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -290096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -290099.781250 Penalty: 3899.416748
	Iteration 23Q: 3 clusters Score -290099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -290101.812500 Penalty: 3899.416748
	Iteration 24Q: 3 clusters Score -290101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -290101.812500 Penalty: 3899.416748
	Iteration 25F: 3 clusters Score -290101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Entering Unmasked Estep 
Score: -8358453.000000 Penalty: 2778.485352
	Iteration 0F: 2 clusters Score -8358453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8309179.000000 Penalty: 5556.970703
	Iteration 0F: 3 clusters Score -8309179 nChanged 34477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -8328537.500000 Penalty: 5556.970703
	Iteration 1F: 3 clusters Score -8328538 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8329691.000000 Penalty: 5556.970703
	Iteration 2Q: 3 clusters Score -8329691 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -8331466.500000 Penalty: 5556.970703
	Iteration 3F: 3 clusters Score -8331466 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8334360.500000 Penalty: 5556.970703
	Iteration 4F: 3 clusters Score -8334360 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8338999.000000 Penalty: 5556.970703
	Iteration 5F: 3 clusters Score -8338999 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -8345297.000000 Penalty: 5556.970703
	Iteration 6F: 3 clusters Score -8345297 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -8350898.000000 Penalty: 5556.970703
	Iteration 7F: 3 clusters Score -8350898 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8354172.500000 Penalty: 5556.970703
	Iteration 8Q: 3 clusters Score -8354172 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8355367.000000 Penalty: 5556.970703
	Iteration 9Q: 3 clusters Score -8355367 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8355803.000000 Penalty: 5556.970703
	Iteration 10Q: 3 clusters Score -8355803 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8355970.000000 Penalty: 5556.970703
	Iteration 11Q: 3 clusters Score -8355970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8356079.500000 Penalty: 5556.970703
	Iteration 12Q: 3 clusters Score -8356080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8356112.500000 Penalty: 5556.970703
	Iteration 13Q: 3 clusters Score -8356112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8356135.000000 Penalty: 5556.970703
	Iteration 14Q: 3 clusters Score -8356135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8356155.500000 Penalty: 5556.970703
	Iteration 15Q: 3 clusters Score -8356156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8356171.500000 Penalty: 5556.970703
	Iteration 16Q: 3 clusters Score -8356172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8356175.000000 Penalty: 5556.970703
	Iteration 17Q: 3 clusters Score -8356175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8356180.500000 Penalty: 5556.970703
	Iteration 18Q: 3 clusters Score -8356180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8356182.000000 Penalty: 5556.970703
	Iteration 19Q: 3 clusters Score -8356182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8356181.000000 Penalty: 5556.970703
	Iteration 20F: 3 clusters Score -8356181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Entering Unmasked Estep 
Score: -3108586.500000 Penalty: 2523.041016
	Iteration 0F: 2 clusters Score -3108586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3090530.250000 Penalty: 5046.082031
	Iteration 0F: 3 clusters Score -3090530 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3096988.750000 Penalty: 5046.082031
	Iteration 1F: 3 clusters Score -3096989 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3097498.500000 Penalty: 5046.082031
	Iteration 2F: 3 clusters Score -3097498 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3098022.000000 Penalty: 5046.082031
	Iteration 3Q: 3 clusters Score -3098022 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3098663.250000 Penalty: 5046.082031
	Iteration 4Q: 3 clusters Score -3098663 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3099429.500000 Penalty: 5046.082031
	Iteration 5F: 3 clusters Score -3099430 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3100436.250000 Penalty: 5046.082031
	Iteration 6F: 3 clusters Score -3100436 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3101718.750000 Penalty: 5046.082031
	Iteration 7F: 3 clusters Score -3101719 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3103017.250000 Penalty: 5046.082031
	Iteration 8F: 3 clusters Score -3103017 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3104183.250000 Penalty: 5046.082031
	Iteration 9F: 3 clusters Score -3104183 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3105001.250000 Penalty: 5046.082031
	Iteration 10Q: 3 clusters Score -3105001 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3105497.000000 Penalty: 5046.082031
	Iteration 11Q: 3 clusters Score -3105497 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3105785.000000 Penalty: 5046.082031
	Iteration 12Q: 3 clusters Score -3105785 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3105973.500000 Penalty: 5046.082031
	Iteration 13Q: 3 clusters Score -3105974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3106102.000000 Penalty: 5046.082031
	Iteration 14Q: 3 clusters Score -3106102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3106209.000000 Penalty: 5046.082031
	Iteration 15Q: 3 clusters Score -3106209 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3106291.750000 Penalty: 5046.082031
	Iteration 16Q: 3 clusters Score -3106292 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3106359.000000 Penalty: 5046.082031
	Iteration 17Q: 3 clusters Score -3106359 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3106418.750000 Penalty: 5046.082031
	Iteration 18Q: 3 clusters Score -3106419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3106471.000000 Penalty: 5046.082031
	Iteration 19Q: 3 clusters Score -3106471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3106500.500000 Penalty: 5046.082031
	Iteration 20F: 3 clusters Score -3106500 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3106535.000000 Penalty: 5046.082031
	Iteration 21Q: 3 clusters Score -3106535 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3106581.750000 Penalty: 5046.082031
	Iteration 22Q: 3 clusters Score -3106582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3106611.500000 Penalty: 5046.082031
	Iteration 23Q: 3 clusters Score -3106612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3106628.750000 Penalty: 5046.082031
	Iteration 24Q: 3 clusters Score -3106629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3106673.500000 Penalty: 5046.082031
	Iteration 25Q: 3 clusters Score -3106674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3106706.000000 Penalty: 5046.082031
	Iteration 26Q: 3 clusters Score -3106706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3106741.000000 Penalty: 5046.082031
	Iteration 27Q: 3 clusters Score -3106741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3106750.500000 Penalty: 5046.082031
	Iteration 28Q: 3 clusters Score -3106750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3106763.500000 Penalty: 5046.082031
	Iteration 29Q: 3 clusters Score -3106764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3106781.500000 Penalty: 5046.082031
	Iteration 30Q: 3 clusters Score -3106782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3106797.250000 Penalty: 5046.082031
	Iteration 31Q: 3 clusters Score -3106797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3106807.500000 Penalty: 5046.082031
	Iteration 32Q: 3 clusters Score -3106808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3106811.500000 Penalty: 5046.082031
	Iteration 33Q: 3 clusters Score -3106812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3106815.250000 Penalty: 5046.082031
	Iteration 34Q: 3 clusters Score -3106815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3106822.000000 Penalty: 5046.082031
	Iteration 35Q: 3 clusters Score -3106822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3106823.250000 Penalty: 5046.082031
	Iteration 36Q: 3 clusters Score -3106823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3106844.500000 Penalty: 5046.082031
	Iteration 37Q: 3 clusters Score -3106844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3106848.250000 Penalty: 5046.082031
	Iteration 38Q: 3 clusters Score -3106848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3106848.250000 Penalty: 5046.082031
	Iteration 39Q: 3 clusters Score -3106848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3106854.500000 Penalty: 5046.082031
	Iteration 40F: 3 clusters Score -3106854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3106853.500000 Penalty: 5046.082031
	Iteration 41Q: 3 clusters Score -3106854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3106859.250000 Penalty: 5046.082031
	Iteration 42Q: 3 clusters Score -3106859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3106865.000000 Penalty: 5046.082031
	Iteration 43Q: 3 clusters Score -3106865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3106866.250000 Penalty: 5046.082031
	Iteration 44Q: 3 clusters Score -3106866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3106868.250000 Penalty: 5046.082031
	Iteration 45Q: 3 clusters Score -3106868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3106869.000000 Penalty: 5046.082031
	Iteration 46Q: 3 clusters Score -3106869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3106869.000000 Penalty: 5046.082031
	Iteration 47F: 3 clusters Score -3106869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -149823.953125 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149824 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150620.687500 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150620.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151738.062500 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -151738.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -152190.328125 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -152190.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -152312.906250 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -152312.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152335.343750 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -152335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -152342.984375 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -152343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -152345.625000 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -152345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -152345.625000 Penalty: 3575.098633
	Iteration 8F: 3 clusters Score -152345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 54569 members 
Mstep: Class 8 contains 223063 members 
Mstep: Class 9 contains 197916 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 186371 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 54876 members 
Mstep: Class 15 contains 83928 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73392 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217466 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 241954 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 1035 members 
Entering Unmasked Estep 
Score: -183963392.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183965232.000000 to -183963392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -104112.437500 Penalty: 1691.904907
	Iteration 0F: 2 clusters Score -104112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102208.812500 Penalty: 3383.809814
	Iteration 0F: 3 clusters Score -102208.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102441.015625 Penalty: 3383.809814
	Iteration 1F: 3 clusters Score -102441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102496.640625 Penalty: 3383.809814
	Iteration 2F: 3 clusters Score -102496.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102533.773438 Penalty: 3383.809814
	Iteration 3Q: 3 clusters Score -102533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102549.648438 Penalty: 3383.809814
	Iteration 4Q: 3 clusters Score -102549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102557.710938 Penalty: 3383.809814
	Iteration 5Q: 3 clusters Score -102557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102567.664062 Penalty: 3383.809814
	Iteration 6Q: 3 clusters Score -102567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102576.859375 Penalty: 3383.809814
	Iteration 7Q: 3 clusters Score -102576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102589.085938 Penalty: 3383.809814
	Iteration 8Q: 3 clusters Score -102589.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102600.320312 Penalty: 3383.809814
	Iteration 9Q: 3 clusters Score -102600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102607.851562 Penalty: 3383.809814
	Iteration 10Q: 3 clusters Score -102607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102614.718750 Penalty: 3383.809814
	Iteration 11Q: 3 clusters Score -102614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102616.914062 Penalty: 3383.809814
	Iteration 12Q: 3 clusters Score -102616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102620.656250 Penalty: 3383.809814
	Iteration 13Q: 3 clusters Score -102620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102624.015625 Penalty: 3383.809814
	Iteration 14Q: 3 clusters Score -102624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102625.914062 Penalty: 3383.809814
	Iteration 15Q: 3 clusters Score -102625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102627.421875 Penalty: 3383.809814
	Iteration 16Q: 3 clusters Score -102627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102627.960938 Penalty: 3383.809814
	Iteration 17Q: 3 clusters Score -102628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102627.960938 Penalty: 3383.809814
	Iteration 18F: 3 clusters Score -102628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (217466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217466 members 
Entering Unmasked Estep 
Score: -25602598.000000 Penalty: 3047.869873
	Iteration 0F: 2 clusters Score -2.56026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108910 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -25464782.000000 Penalty: 6095.739746
	Iteration 0F: 3 clusters Score -2.546478e+07 nChanged 104931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113539 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -25526568.000000 Penalty: 6095.739746
	Iteration 1F: 3 clusters Score -2.552657e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -25528682.000000 Penalty: 6095.739746
	Iteration 2Q: 3 clusters Score -2.552868e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -25531376.000000 Penalty: 6095.739746
	Iteration 3Q: 3 clusters Score -2.553138e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126653 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -25535834.000000 Penalty: 6095.739746
	Iteration 4Q: 3 clusters Score -2.553583e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134933 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -25542054.000000 Penalty: 6095.739746
	Iteration 5F: 3 clusters Score -2.554205e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -25551412.000000 Penalty: 6095.739746
	Iteration 6F: 3 clusters Score -2.555141e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -25562432.000000 Penalty: 6095.739746
	Iteration 7F: 3 clusters Score -2.556243e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -25572796.000000 Penalty: 6095.739746
	Iteration 8F: 3 clusters Score -2.55728e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -25580202.000000 Penalty: 6095.739746
	Iteration 9F: 3 clusters Score -2.55802e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183519 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -25584902.000000 Penalty: 6095.739746
	Iteration 10Q: 3 clusters Score -2.55849e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187644 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -25587896.000000 Penalty: 6095.739746
	Iteration 11Q: 3 clusters Score -2.55879e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191037 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -25590044.000000 Penalty: 6095.739746
	Iteration 12Q: 3 clusters Score -2.559004e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -25591708.000000 Penalty: 6095.739746
	Iteration 13Q: 3 clusters Score -2.559171e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196508 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -25593114.000000 Penalty: 6095.739746
	Iteration 14Q: 3 clusters Score -2.559311e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198698 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -25594266.000000 Penalty: 6095.739746
	Iteration 15Q: 3 clusters Score -2.559427e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200538 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -25595290.000000 Penalty: 6095.739746
	Iteration 16Q: 3 clusters Score -2.559529e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202104 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2.5596e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203418 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -25596616.000000 Penalty: 6095.739746
	Iteration 18Q: 3 clusters Score -2.559662e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2.559707e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205568 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -25597400.000000 Penalty: 6095.739746
	Iteration 20F: 3 clusters Score -2.55974e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206404 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -25597764.000000 Penalty: 6095.739746
	Iteration 21Q: 3 clusters Score -2.559776e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207129 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -25598084.000000 Penalty: 6095.739746
	Iteration 22Q: 3 clusters Score -2.559808e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207780 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -25598328.000000 Penalty: 6095.739746
	Iteration 23Q: 3 clusters Score -2.559833e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208366 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -25598522.000000 Penalty: 6095.739746
	Iteration 24Q: 3 clusters Score -2.559852e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208861 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -25598642.000000 Penalty: 6095.739746
	Iteration 25Q: 3 clusters Score -2.559864e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209324 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -25598816.000000 Penalty: 6095.739746
	Iteration 26Q: 3 clusters Score -2.559882e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209739 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -25598948.000000 Penalty: 6095.739746
	Iteration 27Q: 3 clusters Score -2.559895e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210135 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -25598946.000000 Penalty: 6095.739746
	Iteration 28Q: 3 clusters Score -2.559895e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210506 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -25599068.000000 Penalty: 6095.739746
	Iteration 29Q: 3 clusters Score -2.559907e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210844 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -25599198.000000 Penalty: 6095.739746
	Iteration 30Q: 3 clusters Score -2.55992e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211115 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -25599248.000000 Penalty: 6095.739746
	Iteration 31Q: 3 clusters Score -2.559925e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211351 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -25599334.000000 Penalty: 6095.739746
	Iteration 32Q: 3 clusters Score -2.559933e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211565 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -25599382.000000 Penalty: 6095.739746
	Iteration 33Q: 3 clusters Score -2.559938e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211768 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -25599406.000000 Penalty: 6095.739746
	Iteration 34Q: 3 clusters Score -2.559941e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211949 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -25599518.000000 Penalty: 6095.739746
	Iteration 35Q: 3 clusters Score -2.559952e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212114 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -25599580.000000 Penalty: 6095.739746
	Iteration 36Q: 3 clusters Score -2.559958e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212276 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -25599626.000000 Penalty: 6095.739746
	Iteration 37Q: 3 clusters Score -2.559963e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212436 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -25599630.000000 Penalty: 6095.739746
	Iteration 38Q: 3 clusters Score -2.559963e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212581 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25599688.000000 Penalty: 6095.739746
	Iteration 39Q: 3 clusters Score -2.559969e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212704 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -25599752.000000 Penalty: 6095.739746
	Iteration 40F: 3 clusters Score -2.559975e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212816 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -25599760.000000 Penalty: 6095.739746
	Iteration 41Q: 3 clusters Score -2.559976e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212910 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -25599772.000000 Penalty: 6095.739746
	Iteration 42Q: 3 clusters Score -2.559977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212987 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -25599762.000000 Penalty: 6095.739746
	Iteration 43Q: 3 clusters Score -2.559976e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213058 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -25599786.000000 Penalty: 6095.739746
	Iteration 44Q: 3 clusters Score -2.559979e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213135 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -25599788.000000 Penalty: 6095.739746
	Iteration 45Q: 3 clusters Score -2.559979e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213187 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -25599774.000000 Penalty: 6095.739746
	Iteration 46Q: 3 clusters Score -2.559977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213241 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -25599756.000000 Penalty: 6095.739746
	Iteration 47Q: 3 clusters Score -2.559976e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213293 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -25599770.000000 Penalty: 6095.739746
	Iteration 48Q: 3 clusters Score -2.559977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213330 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -25599782.000000 Penalty: 6095.739746
	Iteration 49Q: 3 clusters Score -2.559978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213372 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.559976e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213420 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -25599782.000000 Penalty: 6095.739746
	Iteration 51Q: 3 clusters Score -2.559978e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213469 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -25599778.000000 Penalty: 6095.739746
	Iteration 52Q: 3 clusters Score -2.559978e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213513 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -25599792.000000 Penalty: 6095.739746
	Iteration 53Q: 3 clusters Score -2.559979e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213556 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -25599812.000000 Penalty: 6095.739746
	Iteration 54Q: 3 clusters Score -2.559981e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213606 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -25599806.000000 Penalty: 6095.739746
	Iteration 55Q: 3 clusters Score -2.559981e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213659 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -25599822.000000 Penalty: 6095.739746
	Iteration 56Q: 3 clusters Score -2.559982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213723 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -25599830.000000 Penalty: 6095.739746
	Iteration 57Q: 3 clusters Score -2.559983e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213784 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -25599854.000000 Penalty: 6095.739746
	Iteration 58Q: 3 clusters Score -2.559985e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213835 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -25599870.000000 Penalty: 6095.739746
	Iteration 59Q: 3 clusters Score -2.559987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213899 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -25599876.000000 Penalty: 6095.739746
	Iteration 60F: 3 clusters Score -2.559988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213939 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -25599892.000000 Penalty: 6095.739746
	Iteration 61Q: 3 clusters Score -2.559989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213979 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -25599924.000000 Penalty: 6095.739746
	Iteration 62Q: 3 clusters Score -2.559992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214011 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -25599944.000000 Penalty: 6095.739746
	Iteration 63Q: 3 clusters Score -2.559994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214031 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -25599942.000000 Penalty: 6095.739746
	Iteration 64Q: 3 clusters Score -2.559994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214047 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -25599940.000000 Penalty: 6095.739746
	Iteration 65Q: 3 clusters Score -2.559994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214061 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -25599964.000000 Penalty: 6095.739746
	Iteration 66Q: 3 clusters Score -2.559996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214076 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -25599964.000000 Penalty: 6095.739746
	Iteration 67Q: 3 clusters Score -2.559996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214091 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -25599952.000000 Penalty: 6095.739746
	Iteration 68Q: 3 clusters Score -2.559995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -25599982.000000 Penalty: 6095.739746
	Iteration 69Q: 3 clusters Score -2.559998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214123 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -25599994.000000 Penalty: 6095.739746
	Iteration 70Q: 3 clusters Score -2.559999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214136 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -25599984.000000 Penalty: 6095.739746
	Iteration 71Q: 3 clusters Score -2.559998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214153 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -25599968.000000 Penalty: 6095.739746
	Iteration 72Q: 3 clusters Score -2.559997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214165 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -25599966.000000 Penalty: 6095.739746
	Iteration 73Q: 3 clusters Score -2.559997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -25599964.000000 Penalty: 6095.739746
	Iteration 74Q: 3 clusters Score -2.559996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214190 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -25599966.000000 Penalty: 6095.739746
	Iteration 75Q: 3 clusters Score -2.559997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214195 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -25599976.000000 Penalty: 6095.739746
	Iteration 76Q: 3 clusters Score -2.559998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214198 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -25599966.000000 Penalty: 6095.739746
	Iteration 77Q: 3 clusters Score -2.559997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214201 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -25599960.000000 Penalty: 6095.739746
	Iteration 78Q: 3 clusters Score -2.559996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214205 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25599962.000000 Penalty: 6095.739746
	Iteration 79Q: 3 clusters Score -2.559996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214213 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -25599948.000000 Penalty: 6095.739746
	Iteration 80F: 3 clusters Score -2.559995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214222 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -25599950.000000 Penalty: 6095.739746
	Iteration 81Q: 3 clusters Score -2.559995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214232 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -25599952.000000 Penalty: 6095.739746
	Iteration 82Q: 3 clusters Score -2.559995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214245 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -25599952.000000 Penalty: 6095.739746
	Iteration 83Q: 3 clusters Score -2.559995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214254 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -25599962.000000 Penalty: 6095.739746
	Iteration 84Q: 3 clusters Score -2.559996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214259 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -25599952.000000 Penalty: 6095.739746
	Iteration 85Q: 3 clusters Score -2.559995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214262 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -25599964.000000 Penalty: 6095.739746
	Iteration 86Q: 3 clusters Score -2.559996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214272 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -25599970.000000 Penalty: 6095.739746
	Iteration 87Q: 3 clusters Score -2.559997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214276 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -25599988.000000 Penalty: 6095.739746
	Iteration 88Q: 3 clusters Score -2.559999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214288 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -25599976.000000 Penalty: 6095.739746
	Iteration 89Q: 3 clusters Score -2.559998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214296 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -25599966.000000 Penalty: 6095.739746
	Iteration 90Q: 3 clusters Score -2.559997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214299 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -25599960.000000 Penalty: 6095.739746
	Iteration 91Q: 3 clusters Score -2.559996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214300 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -25599958.000000 Penalty: 6095.739746
	Iteration 92Q: 3 clusters Score -2.559996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214302 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -25599950.000000 Penalty: 6095.739746
	Iteration 93Q: 3 clusters Score -2.559995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214303 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -25599946.000000 Penalty: 6095.739746
	Iteration 94Q: 3 clusters Score -2.559995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214306 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -25599946.000000 Penalty: 6095.739746
	Iteration 95Q: 3 clusters Score -2.559995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214309 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -25599948.000000 Penalty: 6095.739746
	Iteration 96Q: 3 clusters Score -2.559995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214312 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -25599956.000000 Penalty: 6095.739746
	Iteration 97Q: 3 clusters Score -2.559996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -25599956.000000 Penalty: 6095.739746
	Iteration 98Q: 3 clusters Score -2.559996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -25599956.000000 Penalty: 6095.739746
	Iteration 99F: 3 clusters Score -2.559996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -131088.500000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -131088.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129124.554688 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -129124.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129544.500000 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -129544.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129843.039062 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -129843 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -129999.703125 Penalty: 3502.846924
	Iteration 3F: 3 clusters Score -129999.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130086.781250 Penalty: 3502.846924
	Iteration 4Q: 3 clusters Score -130086.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130151.046875 Penalty: 3502.846924
	Iteration 5Q: 3 clusters Score -130151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -130186.203125 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -130186.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -130208.414062 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -130208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130219.203125 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -130219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130222.328125 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -130222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130224.796875 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -130224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -130225.515625 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -130225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -130227.148438 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -130227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -130227.148438 Penalty: 3502.846924
	Iteration 13F: 3 clusters Score -130227.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Entering Unmasked Estep 
Score: -1475069.125000 Penalty: 2358.443359
	Iteration 0F: 2 clusters Score -1475069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1465198.875000 Penalty: 4716.886719
	Iteration 0F: 3 clusters Score -1465199 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1468330.625000 Penalty: 4716.886719
	Iteration 1F: 3 clusters Score -1468331 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1468865.500000 Penalty: 4716.886719
	Iteration 2F: 3 clusters Score -1468866 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1469259.250000 Penalty: 4716.886719
	Iteration 3F: 3 clusters Score -1469259 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1469579.750000 Penalty: 4716.886719
	Iteration 4Q: 3 clusters Score -1469580 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1469856.500000 Penalty: 4716.886719
	Iteration 5Q: 3 clusters Score -1469856 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1470166.875000 Penalty: 4716.886719
	Iteration 6Q: 3 clusters Score -1470167 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1470523.875000 Penalty: 4716.886719
	Iteration 7Q: 3 clusters Score -1470524 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1470922.875000 Penalty: 4716.886719
	Iteration 8Q: 3 clusters Score -1470923 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1471378.875000 Penalty: 4716.886719
	Iteration 9Q: 3 clusters Score -1471379 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1471890.750000 Penalty: 4716.886719
	Iteration 10F: 3 clusters Score -1471891 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1472415.875000 Penalty: 4716.886719
	Iteration 11Q: 3 clusters Score -1472416 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1472835.375000 Penalty: 4716.886719
	Iteration 12Q: 3 clusters Score -1472835 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1473193.875000 Penalty: 4716.886719
	Iteration 13Q: 3 clusters Score -1473194 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1473486.750000 Penalty: 4716.886719
	Iteration 14Q: 3 clusters Score -1473487 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1473663.500000 Penalty: 4716.886719
	Iteration 15Q: 3 clusters Score -1473664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1473785.625000 Penalty: 4716.886719
	Iteration 16Q: 3 clusters Score -1473786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1473860.250000 Penalty: 4716.886719
	Iteration 17Q: 3 clusters Score -1473860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1473920.125000 Penalty: 4716.886719
	Iteration 18Q: 3 clusters Score -1473920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1473952.625000 Penalty: 4716.886719
	Iteration 19Q: 3 clusters Score -1473953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1473979.375000 Penalty: 4716.886719
	Iteration 20F: 3 clusters Score -1473979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1473999.625000 Penalty: 4716.886719
	Iteration 21Q: 3 clusters Score -1474000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1474019.750000 Penalty: 4716.886719
	Iteration 22Q: 3 clusters Score -1474020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1474042.750000 Penalty: 4716.886719
	Iteration 23Q: 3 clusters Score -1474043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1474087.000000 Penalty: 4716.886719
	Iteration 24Q: 3 clusters Score -1474087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1474125.000000 Penalty: 4716.886719
	Iteration 25Q: 3 clusters Score -1474125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1474166.500000 Penalty: 4716.886719
	Iteration 26Q: 3 clusters Score -1474166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1474180.750000 Penalty: 4716.886719
	Iteration 27Q: 3 clusters Score -1474181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1474180.375000 Penalty: 4716.886719
	Iteration 28Q: 3 clusters Score -1474180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1474183.250000 Penalty: 4716.886719
	Iteration 29Q: 3 clusters Score -1474183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1474185.750000 Penalty: 4716.886719
	Iteration 30Q: 3 clusters Score -1474186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1474188.500000 Penalty: 4716.886719
	Iteration 31Q: 3 clusters Score -1474188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1474188.125000 Penalty: 4716.886719
	Iteration 32Q: 3 clusters Score -1474188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1474188.875000 Penalty: 4716.886719
	Iteration 33Q: 3 clusters Score -1474189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1474189.500000 Penalty: 4716.886719
	Iteration 34Q: 3 clusters Score -1474190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1474191.125000 Penalty: 4716.886719
	Iteration 35Q: 3 clusters Score -1474191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1474191.125000 Penalty: 4716.886719
	Iteration 36F: 3 clusters Score -1474191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (241954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241954 members 
Entering Unmasked Estep 
Score: -28422176.000000 Penalty: 3074.332520
	Iteration 0F: 2 clusters Score -2.842218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121303 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
Score: -28265938.000000 Penalty: 6148.665039
	Iteration 0F: 3 clusters Score -2.826594e+07 nChanged 116927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127434 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
Score: -28335304.000000 Penalty: 6148.665039
	Iteration 1F: 3 clusters Score -2.83353e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -28336832.000000 Penalty: 6148.665039
	Iteration 2Q: 3 clusters Score -2.833683e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 104690 members 
Entering Unmasked Estep 
Score: -28339592.000000 Penalty: 6148.665039
	Iteration 3Q: 3 clusters Score -2.833959e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146258 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -28344114.000000 Penalty: 6148.665039
	Iteration 4Q: 3 clusters Score -2.834411e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -28352054.000000 Penalty: 6148.665039
	Iteration 5F: 3 clusters Score -2.835205e+07 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176770 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -28364756.000000 Penalty: 6148.665039
	Iteration 6F: 3 clusters Score -2.836476e+07 nChanged 19936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196634 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -28380866.000000 Penalty: 6148.665039
	Iteration 7F: 3 clusters Score -2.838087e+07 nChanged 18251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214851 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -28395712.000000 Penalty: 6148.665039
	Iteration 8F: 3 clusters Score -2.839571e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227547 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -28406602.000000 Penalty: 6148.665039
	Iteration 9F: 3 clusters Score -2.84066e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234771 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -28413074.000000 Penalty: 6148.665039
	Iteration 10Q: 3 clusters Score -2.841307e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238329 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -28416340.000000 Penalty: 6148.665039
	Iteration 11Q: 3 clusters Score -2.841634e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239944 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -28417812.000000 Penalty: 6148.665039
	Iteration 12Q: 3 clusters Score -2.841781e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240661 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -28418482.000000 Penalty: 6148.665039
	Iteration 13Q: 3 clusters Score -2.841848e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241007 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -28418850.000000 Penalty: 6148.665039
	Iteration 14Q: 3 clusters Score -2.841885e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241185 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -28419002.000000 Penalty: 6148.665039
	Iteration 15Q: 3 clusters Score -2.8419e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241303 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -28419132.000000 Penalty: 6148.665039
	Iteration 16Q: 3 clusters Score -2.841913e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241382 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -28419250.000000 Penalty: 6148.665039
	Iteration 17Q: 3 clusters Score -2.841925e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241417 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28419296.000000 Penalty: 6148.665039
	Iteration 18Q: 3 clusters Score -2.84193e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241439 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -28419338.000000 Penalty: 6148.665039
	Iteration 19Q: 3 clusters Score -2.841934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241449 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -28419334.000000 Penalty: 6148.665039
	Iteration 20F: 3 clusters Score -2.841933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241461 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -28419360.000000 Penalty: 6148.665039
	Iteration 21Q: 3 clusters Score -2.841936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241467 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28419382.000000 Penalty: 6148.665039
	Iteration 22Q: 3 clusters Score -2.841938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241475 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -28419392.000000 Penalty: 6148.665039
	Iteration 23Q: 3 clusters Score -2.841939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241480 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28419398.000000 Penalty: 6148.665039
	Iteration 24Q: 3 clusters Score -2.84194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241486 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28419418.000000 Penalty: 6148.665039
	Iteration 25Q: 3 clusters Score -2.841942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241495 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -28419416.000000 Penalty: 6148.665039
	Iteration 26Q: 3 clusters Score -2.841942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241498 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28419402.000000 Penalty: 6148.665039
	Iteration 27Q: 3 clusters Score -2.84194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241500 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -28419420.000000 Penalty: 6148.665039
	Iteration 28Q: 3 clusters Score -2.841942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241503 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28419410.000000 Penalty: 6148.665039
	Iteration 29Q: 3 clusters Score -2.841941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241506 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -28419420.000000 Penalty: 6148.665039
	Iteration 30Q: 3 clusters Score -2.841942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -28419420.000000 Penalty: 6148.665039
	Iteration 31Q: 3 clusters Score -2.841942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241509 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -28419428.000000 Penalty: 6148.665039
	Iteration 32Q: 3 clusters Score -2.841943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28419426.000000 Penalty: 6148.665039
	Iteration 33Q: 3 clusters Score -2.841943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241512 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28419436.000000 Penalty: 6148.665039
	Iteration 34Q: 3 clusters Score -2.841944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241512 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28419436.000000 Penalty: 6148.665039
	Iteration 35F: 3 clusters Score -2.841944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -54124.019531 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -54124.02 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 248 members 
Entering Unmasked Estep 
Score: -52656.828125 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -52656.83 nChanged 100
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: -52937.265625 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -52937.27 nChanged 44
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: -53114.304688 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -53114.3 nChanged 29
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: -53210.511719 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -53210.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53259.847656 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -53259.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53300.750000 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -53300.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53341.382812 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -53341.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53371.675781 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -53371.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53397.121094 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -53397.12 nChanged 9
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: -53434.609375 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -53434.61 nChanged 9
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: -53479.742188 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -53479.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53549.746094 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -53549.75 nChanged 8
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: -53579.042969 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -53579.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53590.089844 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -53590.09 nChanged 1
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: -53591.425781 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -53591.43 nChanged 0
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: -53591.425781 Penalty: 3104.752441
	Iteration 15F: 3 clusters Score -53591.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -52727.558594 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -52727.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51384.140625 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -51384.14 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51863.316406 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -51863.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52161.843750 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -52161.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52443.894531 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -52443.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52594.503906 Penalty: 3114.146729
	Iteration 4F: 3 clusters Score -52594.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52827.152344 Penalty: 3114.146729
	Iteration 5F: 3 clusters Score -52827.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53096.148438 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -53096.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53140.320312 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -53140.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53140.320312 Penalty: 3114.146729
	Iteration 8F: 3 clusters Score -53140.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 54569 members 
Mstep: Class 8 contains 223063 members 
Mstep: Class 9 contains 197916 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 186371 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 54876 members 
Mstep: Class 15 contains 83928 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73392 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217466 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 241954 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 137 members 
Entering Unmasked Estep 
Score: -183964560.000000 Penalty: 109879.187500
Splitting cluster 28 changes total score from -183965232.000000 to -183964560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -60395.992188 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -60395.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58816.523438 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -58816.52 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59109.414062 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -59109.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59268.992188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -59268.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59424.203125 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -59424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59495.656250 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -59495.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59559.980469 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -59559.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59686.289062 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -59686.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59847.625000 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -59847.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59980.425781 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -59980.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60037.132812 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -60037.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60060.906250 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -60060.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60074.937500 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -60074.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60098.671875 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -60098.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60115.097656 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -60115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60124.914062 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -60124.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60130.457031 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -60130.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60130.457031 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -60130.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 54569 members 
Mstep: Class 8 contains 223063 members 
Mstep: Class 9 contains 197916 members 
Mstep: Class 10 contains 10634 members 
Mstep: Class 11 contains 186371 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 54876 members 
Mstep: Class 15 contains 83928 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73392 members 
Mstep: Class 20 contains 26201 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217466 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 241954 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966304.000000 Penalty: 106334.703125
Iteration 119Q: 31 clusters Score -1.839663e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 47549 members 
Mstep: Class 4 contains 19624 members 
Mstep: Class 5 contains 90732 members 
Mstep: Class 6 contains 7950 members 
Mstep: Class 7 contains 54545 members 
Mstep: Class 8 contains 223459 members 
Mstep: Class 9 contains 197708 members 
Mstep: Class 10 contains 10644 members 
Mstep: Class 11 contains 186227 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40228 members 
Mstep: Class 14 contains 54929 members 
Mstep: Class 15 contains 84010 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 73433 members 
Mstep: Class 20 contains 26194 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217478 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 13517 members 
Mstep: Class 26 contains 241902 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 622 members 
Mstep: Class 30 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967616.000000 Penalty: 106334.703125
Iteration 120F: 31 clusters Score -1.839676e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1851 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 19610 members 
Mstep: Class 5 contains 90803 members 
Mstep: Class 6 contains 7930 members 
Mstep: Class 7 contains 54518 members 
Mstep: Class 8 contains 223745 members 
Mstep: Class 9 contains 197556 members 
Mstep: Class 10 contains 10573 members 
Mstep: Class 11 contains 185961 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40219 members 
Mstep: Class 14 contains 54969 members 
Mstep: Class 15 contains 83803 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2386 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 73388 members 
Mstep: Class 20 contains 26172 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217490 members 
Mstep: Class 24 contains 1166 members 
Mstep: Class 25 contains 13471 members 
Mstep: Class 26 contains 241788 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968064.000000 Penalty: 106334.703125
Iteration 121Q: 31 clusters Score -1.839681e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 90876 members 
Mstep: Class 6 contains 7926 members 
Mstep: Class 7 contains 54477 members 
Mstep: Class 8 contains 224117 members 
Mstep: Class 9 contains 197379 members 
Mstep: Class 10 contains 10526 members 
Mstep: Class 11 contains 185751 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40198 members 
Mstep: Class 14 contains 55010 members 
Mstep: Class 15 contains 83667 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 73370 members 
Mstep: Class 20 contains 26170 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217509 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13424 members 
Mstep: Class 26 contains 241679 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968224.000000 Penalty: 106334.703125
Iteration 122Q: 31 clusters Score -1.839682e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 47410 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 90964 members 
Mstep: Class 6 contains 7921 members 
Mstep: Class 7 contains 54458 members 
Mstep: Class 8 contains 224437 members 
Mstep: Class 9 contains 197261 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 185528 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40187 members 
Mstep: Class 14 contains 55055 members 
Mstep: Class 15 contains 83582 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 73378 members 
Mstep: Class 20 contains 26167 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217475 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13391 members 
Mstep: Class 26 contains 241562 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968592.000000 Penalty: 106334.703125
Iteration 123Q: 31 clusters Score -1.839686e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 3 contains 47383 members 
Mstep: Class 4 contains 19573 members 
Mstep: Class 5 contains 91014 members 
Mstep: Class 6 contains 7919 members 
Mstep: Class 7 contains 54441 members 
Mstep: Class 8 contains 224801 members 
Mstep: Class 9 contains 197187 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 185308 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40187 members 
Mstep: Class 14 contains 55082 members 
Mstep: Class 15 contains 83527 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 73387 members 
Mstep: Class 20 contains 26172 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217463 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13360 members 
Mstep: Class 26 contains 241426 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968784.000000 Penalty: 106334.703125
Iteration 124Q: 31 clusters Score -1.839688e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 47366 members 
Mstep: Class 4 contains 19564 members 
Mstep: Class 5 contains 91063 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 54423 members 
Mstep: Class 8 contains 225123 members 
Mstep: Class 9 contains 197097 members 
Mstep: Class 10 contains 10422 members 
Mstep: Class 11 contains 185132 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40175 members 
Mstep: Class 14 contains 55107 members 
Mstep: Class 15 contains 83479 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 73402 members 
Mstep: Class 20 contains 26179 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217462 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 241309 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 4764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969088.000000 Penalty: 106334.703125
Iteration 125Q: 31 clusters Score -1.839691e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 3 contains 47336 members 
Mstep: Class 4 contains 19551 members 
Mstep: Class 5 contains 91092 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 54409 members 
Mstep: Class 8 contains 225434 members 
Mstep: Class 9 contains 197015 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 184954 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40163 members 
Mstep: Class 14 contains 55132 members 
Mstep: Class 15 contains 83452 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 73413 members 
Mstep: Class 20 contains 26171 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217469 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 241205 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969184.000000 Penalty: 106334.703125
Iteration 126Q: 31 clusters Score -1.839692e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 47311 members 
Mstep: Class 4 contains 19534 members 
Mstep: Class 5 contains 91097 members 
Mstep: Class 6 contains 7916 members 
Mstep: Class 7 contains 54391 members 
Mstep: Class 8 contains 225723 members 
Mstep: Class 9 contains 196947 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 184803 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40162 members 
Mstep: Class 14 contains 55157 members 
Mstep: Class 15 contains 83424 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 73434 members 
Mstep: Class 20 contains 26159 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217460 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13321 members 
Mstep: Class 26 contains 241121 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 4955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969744.000000 Penalty: 106334.703125
Iteration 127Q: 31 clusters Score -1.839697e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 47315 members 
Mstep: Class 4 contains 19523 members 
Mstep: Class 5 contains 91112 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 54375 members 
Mstep: Class 8 contains 226010 members 
Mstep: Class 9 contains 196883 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 184695 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40142 members 
Mstep: Class 14 contains 55169 members 
Mstep: Class 15 contains 83399 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 73453 members 
Mstep: Class 20 contains 26148 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217453 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 241009 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969792.000000 Penalty: 106334.703125
Iteration 128Q: 31 clusters Score -1.839698e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 47320 members 
Mstep: Class 4 contains 19519 members 
Mstep: Class 5 contains 91142 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 7 contains 54369 members 
Mstep: Class 8 contains 226299 members 
Mstep: Class 9 contains 196844 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 184549 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40126 members 
Mstep: Class 14 contains 55184 members 
Mstep: Class 15 contains 83382 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73463 members 
Mstep: Class 20 contains 26143 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217448 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 240873 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5073 members 
Entering Unmasked Estep 
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Iteration 129Q: 31 clusters Score -1.839697e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 47337 members 
Mstep: Class 4 contains 19512 members 
Mstep: Class 5 contains 91176 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 7 contains 54351 members 
Mstep: Class 8 contains 226566 members 
Mstep: Class 9 contains 196799 members 
Mstep: Class 10 contains 10385 members 
Mstep: Class 11 contains 184411 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40104 members 
Mstep: Class 14 contains 55208 members 
Mstep: Class 15 contains 83373 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 73483 members 
Mstep: Class 20 contains 26139 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217417 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 240768 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5110 members 
Entering Unmasked Estep 
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Iteration 130Q: 31 clusters Score -1.839697e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 47336 members 
Mstep: Class 4 contains 19506 members 
Mstep: Class 5 contains 91198 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 54337 members 
Mstep: Class 8 contains 226820 members 
Mstep: Class 9 contains 196752 members 
Mstep: Class 10 contains 10387 members 
Mstep: Class 11 contains 184294 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40094 members 
Mstep: Class 14 contains 55223 members 
Mstep: Class 15 contains 83361 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2347 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73514 members 
Mstep: Class 20 contains 26134 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 217364 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 240673 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5140 members 
Entering Unmasked Estep 
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Iteration 131Q: 31 clusters Score -1.839702e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 47338 members 
Mstep: Class 4 contains 19505 members 
Mstep: Class 5 contains 91230 members 
Mstep: Class 6 contains 7913 members 
Mstep: Class 7 contains 54330 members 
Mstep: Class 8 contains 227041 members 
Mstep: Class 9 contains 196699 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 184178 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40074 members 
Mstep: Class 14 contains 55238 members 
Mstep: Class 15 contains 83349 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73539 members 
Mstep: Class 20 contains 26128 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217350 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 240584 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5168 members 
Entering Unmasked Estep 
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Iteration 132Q: 31 clusters Score -1.839704e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 19494 members 
Mstep: Class 5 contains 91253 members 
Mstep: Class 6 contains 7912 members 
Mstep: Class 7 contains 54339 members 
Mstep: Class 8 contains 227247 members 
Mstep: Class 9 contains 196684 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 184049 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40061 members 
Mstep: Class 14 contains 55258 members 
Mstep: Class 15 contains 83341 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 73573 members 
Mstep: Class 20 contains 26127 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217318 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 240481 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5188 members 
Entering Unmasked Estep 
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Iteration 133Q: 31 clusters Score -1.839704e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 47338 members 
Mstep: Class 4 contains 19487 members 
Mstep: Class 5 contains 91273 members 
Mstep: Class 6 contains 7910 members 
Mstep: Class 7 contains 54337 members 
Mstep: Class 8 contains 227485 members 
Mstep: Class 9 contains 196666 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 183915 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40053 members 
Mstep: Class 14 contains 55275 members 
Mstep: Class 15 contains 83335 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 73591 members 
Mstep: Class 20 contains 26130 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217276 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 240387 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5212 members 
Entering Unmasked Estep 
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Iteration 134Q: 31 clusters Score -1.839705e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 47337 members 
Mstep: Class 4 contains 19477 members 
Mstep: Class 5 contains 91292 members 
Mstep: Class 6 contains 7909 members 
Mstep: Class 7 contains 54328 members 
Mstep: Class 8 contains 227701 members 
Mstep: Class 9 contains 196638 members 
Mstep: Class 10 contains 10375 members 
Mstep: Class 11 contains 183803 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40045 members 
Mstep: Class 14 contains 55285 members 
Mstep: Class 15 contains 83327 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 73615 members 
Mstep: Class 20 contains 26127 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217271 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 240285 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5227 members 
Entering Unmasked Estep 
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Iteration 135Q: 31 clusters Score -1.839709e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1954 members 
Mstep: Class 3 contains 47321 members 
Mstep: Class 4 contains 19472 members 
Mstep: Class 5 contains 91319 members 
Mstep: Class 6 contains 7909 members 
Mstep: Class 7 contains 54316 members 
Mstep: Class 8 contains 227900 members 
Mstep: Class 9 contains 196614 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 183705 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40039 members 
Mstep: Class 14 contains 55307 members 
Mstep: Class 15 contains 83323 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 73632 members 
Mstep: Class 20 contains 26131 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217252 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 240190 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5235 members 
Entering Unmasked Estep 
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Iteration 136Q: 31 clusters Score -1.839709e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 47319 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 91354 members 
Mstep: Class 6 contains 7909 members 
Mstep: Class 7 contains 54316 members 
Mstep: Class 8 contains 228084 members 
Mstep: Class 9 contains 196569 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 183640 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40026 members 
Mstep: Class 14 contains 55319 members 
Mstep: Class 15 contains 83313 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 73658 members 
Mstep: Class 20 contains 26140 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217213 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 240096 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5238 members 
Entering Unmasked Estep 
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Iteration 137Q: 31 clusters Score -1.839712e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 47317 members 
Mstep: Class 4 contains 19468 members 
Mstep: Class 5 contains 91386 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 54307 members 
Mstep: Class 8 contains 228286 members 
Mstep: Class 9 contains 196533 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 183541 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 40017 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 83314 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 73679 members 
Mstep: Class 20 contains 26144 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217200 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 240000 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5236 members 
Entering Unmasked Estep 
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Iteration 138Q: 31 clusters Score -1.839711e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 19461 members 
Mstep: Class 5 contains 91414 members 
Mstep: Class 6 contains 7907 members 
Mstep: Class 7 contains 54302 members 
Mstep: Class 8 contains 228476 members 
Mstep: Class 9 contains 196501 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 183430 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39999 members 
Mstep: Class 14 contains 55333 members 
Mstep: Class 15 contains 83314 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73695 members 
Mstep: Class 20 contains 26144 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217202 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 239922 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5237 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -1.839713e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 19456 members 
Mstep: Class 5 contains 91442 members 
Mstep: Class 6 contains 7907 members 
Mstep: Class 7 contains 54295 members 
Mstep: Class 8 contains 228657 members 
Mstep: Class 9 contains 196473 members 
Mstep: Class 10 contains 10375 members 
Mstep: Class 11 contains 183348 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39983 members 
Mstep: Class 14 contains 55347 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73708 members 
Mstep: Class 20 contains 26147 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217186 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 239837 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5243 members 
Entering Unmasked Estep 
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Iteration 140F: 31 clusters Score -1.839713e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47321 members 
Mstep: Class 4 contains 19453 members 
Mstep: Class 5 contains 91474 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 54287 members 
Mstep: Class 8 contains 228859 members 
Mstep: Class 9 contains 196446 members 
Mstep: Class 10 contains 10375 members 
Mstep: Class 11 contains 183245 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39972 members 
Mstep: Class 14 contains 55358 members 
Mstep: Class 15 contains 83314 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73718 members 
Mstep: Class 20 contains 26146 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217167 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 239749 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5245 members 
Entering Unmasked Estep 
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Iteration 141Q: 31 clusters Score -1.839713e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47313 members 
Mstep: Class 4 contains 19447 members 
Mstep: Class 5 contains 91492 members 
Mstep: Class 6 contains 7907 members 
Mstep: Class 7 contains 54275 members 
Mstep: Class 8 contains 229071 members 
Mstep: Class 9 contains 196432 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 183139 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39961 members 
Mstep: Class 14 contains 55364 members 
Mstep: Class 15 contains 83315 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73736 members 
Mstep: Class 20 contains 26145 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217145 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13315 members 
Mstep: Class 26 contains 239670 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5244 members 
Entering Unmasked Estep 
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Iteration 142Q: 31 clusters Score -1.839713e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47305 members 
Mstep: Class 4 contains 19444 members 
Mstep: Class 5 contains 91513 members 
Mstep: Class 6 contains 7906 members 
Mstep: Class 7 contains 54266 members 
Mstep: Class 8 contains 229276 members 
Mstep: Class 9 contains 196449 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 183021 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39945 members 
Mstep: Class 14 contains 55377 members 
Mstep: Class 15 contains 83313 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73756 members 
Mstep: Class 20 contains 26145 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217112 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 239582 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5245 members 
Entering Unmasked Estep 
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Iteration 143Q: 31 clusters Score -1.839713e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47285 members 
Mstep: Class 4 contains 19438 members 
Mstep: Class 5 contains 91532 members 
Mstep: Class 6 contains 7905 members 
Mstep: Class 7 contains 54266 members 
Mstep: Class 8 contains 229466 members 
Mstep: Class 9 contains 196458 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 182945 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39931 members 
Mstep: Class 14 contains 55385 members 
Mstep: Class 15 contains 83313 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73762 members 
Mstep: Class 20 contains 26137 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217071 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 239512 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5244 members 
Entering Unmasked Estep 
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Iteration 144Q: 31 clusters Score -1.839716e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47265 members 
Mstep: Class 4 contains 19437 members 
Mstep: Class 5 contains 91551 members 
Mstep: Class 6 contains 7903 members 
Mstep: Class 7 contains 54267 members 
Mstep: Class 8 contains 229634 members 
Mstep: Class 9 contains 196449 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 182857 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39911 members 
Mstep: Class 14 contains 55391 members 
Mstep: Class 15 contains 83312 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73771 members 
Mstep: Class 20 contains 26133 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217045 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 239469 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5245 members 
Entering Unmasked Estep 
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Iteration 145Q: 31 clusters Score -1.839719e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47256 members 
Mstep: Class 4 contains 19434 members 
Mstep: Class 5 contains 91564 members 
Mstep: Class 6 contains 7900 members 
Mstep: Class 7 contains 54269 members 
Mstep: Class 8 contains 229813 members 
Mstep: Class 9 contains 196447 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 182757 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39894 members 
Mstep: Class 14 contains 55394 members 
Mstep: Class 15 contains 83314 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73775 members 
Mstep: Class 20 contains 26122 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217020 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 239432 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5251 members 
Entering Unmasked Estep 
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Iteration 146Q: 31 clusters Score -1.839716e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47240 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 91584 members 
Mstep: Class 6 contains 7896 members 
Mstep: Class 7 contains 54264 members 
Mstep: Class 8 contains 229984 members 
Mstep: Class 9 contains 196438 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 182644 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39873 members 
Mstep: Class 14 contains 55397 members 
Mstep: Class 15 contains 83314 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73792 members 
Mstep: Class 20 contains 26111 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 217019 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 239398 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5255 members 
Entering Unmasked Estep 
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Iteration 147Q: 31 clusters Score -1.839717e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47227 members 
Mstep: Class 4 contains 19425 members 
Mstep: Class 5 contains 91610 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54258 members 
Mstep: Class 8 contains 230163 members 
Mstep: Class 9 contains 196434 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 182522 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39852 members 
Mstep: Class 14 contains 55405 members 
Mstep: Class 15 contains 83312 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73799 members 
Mstep: Class 20 contains 26104 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216989 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 239384 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5259 members 
Entering Unmasked Estep 
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Iteration 148Q: 31 clusters Score -1.839718e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 19418 members 
Mstep: Class 5 contains 91629 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54246 members 
Mstep: Class 8 contains 230351 members 
Mstep: Class 9 contains 196430 members 
Mstep: Class 10 contains 10377 members 
Mstep: Class 11 contains 182396 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39832 members 
Mstep: Class 14 contains 55408 members 
Mstep: Class 15 contains 83312 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73805 members 
Mstep: Class 20 contains 26096 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216982 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 239360 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971920.000000 Penalty: 106334.703125
Iteration 149Q: 31 clusters Score -1.839719e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47196 members 
Mstep: Class 4 contains 19410 members 
Mstep: Class 5 contains 91641 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54234 members 
Mstep: Class 8 contains 230580 members 
Mstep: Class 9 contains 196415 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 182262 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39813 members 
Mstep: Class 14 contains 55414 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73806 members 
Mstep: Class 20 contains 26094 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216972 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 239321 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971840.000000 Penalty: 106334.703125
Iteration 150Q: 31 clusters Score -1.839718e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47178 members 
Mstep: Class 4 contains 19407 members 
Mstep: Class 5 contains 91651 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54225 members 
Mstep: Class 8 contains 230805 members 
Mstep: Class 9 contains 196408 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 182144 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39793 members 
Mstep: Class 14 contains 55420 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73801 members 
Mstep: Class 20 contains 26092 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216962 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 239269 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972128.000000 Penalty: 106334.703125
Iteration 151Q: 31 clusters Score -1.839721e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47168 members 
Mstep: Class 4 contains 19406 members 
Mstep: Class 5 contains 91662 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54210 members 
Mstep: Class 8 contains 231031 members 
Mstep: Class 9 contains 196387 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 182022 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39771 members 
Mstep: Class 14 contains 55429 members 
Mstep: Class 15 contains 83312 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73809 members 
Mstep: Class 20 contains 26083 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216928 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13346 members 
Mstep: Class 26 contains 239238 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972064.000000 Penalty: 106334.703125
Iteration 152Q: 31 clusters Score -1.839721e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47157 members 
Mstep: Class 4 contains 19404 members 
Mstep: Class 5 contains 91674 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54200 members 
Mstep: Class 8 contains 231268 members 
Mstep: Class 9 contains 196386 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 11 contains 181886 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39744 members 
Mstep: Class 14 contains 55436 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73811 members 
Mstep: Class 20 contains 26069 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216902 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13351 members 
Mstep: Class 26 contains 239202 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972048.000000 Penalty: 106334.703125
Iteration 153Q: 31 clusters Score -1.83972e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 47141 members 
Mstep: Class 4 contains 19401 members 
Mstep: Class 5 contains 91691 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 7 contains 54194 members 
Mstep: Class 8 contains 231507 members 
Mstep: Class 9 contains 196385 members 
Mstep: Class 10 contains 10368 members 
Mstep: Class 11 contains 181750 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39724 members 
Mstep: Class 14 contains 55442 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73820 members 
Mstep: Class 20 contains 26061 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216877 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13355 members 
Mstep: Class 26 contains 239144 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972528.000000 Penalty: 106334.703125
Iteration 154Q: 31 clusters Score -1.839725e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 47120 members 
Mstep: Class 4 contains 19399 members 
Mstep: Class 5 contains 91698 members 
Mstep: Class 6 contains 7893 members 
Mstep: Class 7 contains 54191 members 
Mstep: Class 8 contains 231771 members 
Mstep: Class 9 contains 196371 members 
Mstep: Class 10 contains 10368 members 
Mstep: Class 11 contains 181631 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39710 members 
Mstep: Class 14 contains 55448 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73830 members 
Mstep: Class 20 contains 26051 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216839 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13353 members 
Mstep: Class 26 contains 239083 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972592.000000 Penalty: 106334.703125
Iteration 155Q: 31 clusters Score -1.839726e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47101 members 
Mstep: Class 4 contains 19398 members 
Mstep: Class 5 contains 91706 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54186 members 
Mstep: Class 8 contains 232032 members 
Mstep: Class 9 contains 196342 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 181504 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39695 members 
Mstep: Class 14 contains 55453 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73837 members 
Mstep: Class 20 contains 26045 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216810 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13352 members 
Mstep: Class 26 contains 239035 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972704.000000 Penalty: 106334.703125
Iteration 156Q: 31 clusters Score -1.839727e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 4 contains 19395 members 
Mstep: Class 5 contains 91721 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54191 members 
Mstep: Class 8 contains 232300 members 
Mstep: Class 9 contains 196315 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 181372 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39678 members 
Mstep: Class 14 contains 55454 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73835 members 
Mstep: Class 20 contains 26040 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216799 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13355 members 
Mstep: Class 26 contains 238954 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972752.000000 Penalty: 106334.703125
Iteration 157Q: 31 clusters Score -1.839728e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 19392 members 
Mstep: Class 5 contains 91739 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54196 members 
Mstep: Class 8 contains 232553 members 
Mstep: Class 9 contains 196266 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 181257 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39654 members 
Mstep: Class 14 contains 55459 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73838 members 
Mstep: Class 20 contains 26036 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216779 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13359 members 
Mstep: Class 26 contains 238885 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972816.000000 Penalty: 106334.703125
Iteration 158Q: 31 clusters Score -1.839728e+08 nChanged 603
Entering ConstructFrom: 
Score: -183972816.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -458106.500000 Penalty: 2059.637451
	Iteration 0F: 2 clusters Score -458106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -454212.875000 Penalty: 4119.274902
	Iteration 0F: 3 clusters Score -454212.9 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -455039.843750 Penalty: 4119.274902
	Iteration 1F: 3 clusters Score -455039.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -455228.093750 Penalty: 4119.274902
	Iteration 2F: 3 clusters Score -455228.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -455390.531250 Penalty: 4119.274902
	Iteration 3F: 3 clusters Score -455390.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -455546.750000 Penalty: 4119.274902
	Iteration 4Q: 3 clusters Score -455546.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -455756.750000 Penalty: 4119.274902
	Iteration 5Q: 3 clusters Score -455756.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -456030.531250 Penalty: 4119.274902
	Iteration 6F: 3 clusters Score -456030.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -456376.281250 Penalty: 4119.274902
	Iteration 7F: 3 clusters Score -456376.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -456804.312500 Penalty: 4119.274902
	Iteration 8F: 3 clusters Score -456804.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -457403.156250 Penalty: 4119.274902
	Iteration 9F: 3 clusters Score -457403.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -458002.156250 Penalty: 4119.274902
	Iteration 10F: 3 clusters Score -458002.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -458277.312500 Penalty: 4119.274902
	Iteration 11Q: 3 clusters Score -458277.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -458344.437500 Penalty: 4119.274902
	Iteration 12Q: 3 clusters Score -458344.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -458365.437500 Penalty: 4119.274902
	Iteration 13Q: 3 clusters Score -458365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -458372.531250 Penalty: 4119.274902
	Iteration 14Q: 3 clusters Score -458372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -458374.437500 Penalty: 4119.274902
	Iteration 15Q: 3 clusters Score -458374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -458374.437500 Penalty: 4119.274902
	Iteration 16F: 3 clusters Score -458374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47073 members 
Mstep: Class 4 contains 19387 members 
Mstep: Class 5 contains 91749 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54200 members 
Mstep: Class 8 contains 232798 members 
Mstep: Class 9 contains 196218 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 181138 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39638 members 
Mstep: Class 14 contains 55468 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73844 members 
Mstep: Class 20 contains 26029 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216768 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13359 members 
Mstep: Class 26 contains 238813 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5322 members 
Mstep: Class 31 contains 2103 members 
Entering Unmasked Estep 
Score: -183971872.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183972816.000000 to -183971872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Entering Unmasked Estep 
Score: -210441.359375 Penalty: 1879.886963
	Iteration 0F: 2 clusters Score -210441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -207857.031250 Penalty: 3759.773926
	Iteration 0F: 3 clusters Score -207857 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208351.015625 Penalty: 3759.773926
	Iteration 1F: 3 clusters Score -208351 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -208460.062500 Penalty: 3759.773926
	Iteration 2F: 3 clusters Score -208460.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -208529.203125 Penalty: 3759.773926
	Iteration 3Q: 3 clusters Score -208529.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -208593.437500 Penalty: 3759.773926
	Iteration 4Q: 3 clusters Score -208593.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -208655.640625 Penalty: 3759.773926
	Iteration 5Q: 3 clusters Score -208655.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208705.609375 Penalty: 3759.773926
	Iteration 6Q: 3 clusters Score -208705.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -208779.359375 Penalty: 3759.773926
	Iteration 7Q: 3 clusters Score -208779.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208851.390625 Penalty: 3759.773926
	Iteration 8Q: 3 clusters Score -208851.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -208910.796875 Penalty: 3759.773926
	Iteration 9Q: 3 clusters Score -208910.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -208955.546875 Penalty: 3759.773926
	Iteration 10Q: 3 clusters Score -208955.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -209017.921875 Penalty: 3759.773926
	Iteration 11Q: 3 clusters Score -209017.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -209069.312500 Penalty: 3759.773926
	Iteration 12Q: 3 clusters Score -209069.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -209107.984375 Penalty: 3759.773926
	Iteration 13Q: 3 clusters Score -209108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -209131.750000 Penalty: 3759.773926
	Iteration 14Q: 3 clusters Score -209131.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -209165.468750 Penalty: 3759.773926
	Iteration 15Q: 3 clusters Score -209165.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -209193.984375 Penalty: 3759.773926
	Iteration 16Q: 3 clusters Score -209194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -209218.703125 Penalty: 3759.773926
	Iteration 17Q: 3 clusters Score -209218.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -209234.109375 Penalty: 3759.773926
	Iteration 18Q: 3 clusters Score -209234.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -209250.062500 Penalty: 3759.773926
	Iteration 19Q: 3 clusters Score -209250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -209256.843750 Penalty: 3759.773926
	Iteration 20F: 3 clusters Score -209256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -209270.734375 Penalty: 3759.773926
	Iteration 21Q: 3 clusters Score -209270.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -209279.140625 Penalty: 3759.773926
	Iteration 22Q: 3 clusters Score -209279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -209282.328125 Penalty: 3759.773926
	Iteration 23Q: 3 clusters Score -209282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -209286.218750 Penalty: 3759.773926
	Iteration 24Q: 3 clusters Score -209286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -209287.609375 Penalty: 3759.773926
	Iteration 25Q: 3 clusters Score -209287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -209288.609375 Penalty: 3759.773926
	Iteration 26Q: 3 clusters Score -209288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -209289.734375 Penalty: 3759.773926
	Iteration 27Q: 3 clusters Score -209289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -209295.375000 Penalty: 3759.773926
	Iteration 28Q: 3 clusters Score -209295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -209299.687500 Penalty: 3759.773926
	Iteration 29Q: 3 clusters Score -209299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -209305.781250 Penalty: 3759.773926
	Iteration 30Q: 3 clusters Score -209305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209311.515625 Penalty: 3759.773926
	Iteration 31Q: 3 clusters Score -209311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209314.515625 Penalty: 3759.773926
	Iteration 32Q: 3 clusters Score -209314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -209316.578125 Penalty: 3759.773926
	Iteration 33Q: 3 clusters Score -209316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -209318.796875 Penalty: 3759.773926
	Iteration 34Q: 3 clusters Score -209318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -209321.015625 Penalty: 3759.773926
	Iteration 35Q: 3 clusters Score -209321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -209321.343750 Penalty: 3759.773926
	Iteration 36Q: 3 clusters Score -209321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -209321.562500 Penalty: 3759.773926
	Iteration 37Q: 3 clusters Score -209321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -209322.953125 Penalty: 3759.773926
	Iteration 38Q: 3 clusters Score -209323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -209323.875000 Penalty: 3759.773926
	Iteration 39Q: 3 clusters Score -209323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -209323.875000 Penalty: 3759.773926
	Iteration 40F: 3 clusters Score -209323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Entering Unmasked Estep 
Score: -5546120.000000 Penalty: 2668.344727
	Iteration 0F: 2 clusters Score -5546120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5514323.500000 Penalty: 5336.689453
	Iteration 0F: 3 clusters Score -5514324 nChanged 21857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5526423.000000 Penalty: 5336.689453
	Iteration 1F: 3 clusters Score -5526423 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -5527116.500000 Penalty: 5336.689453
	Iteration 2Q: 3 clusters Score -5527116 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5527758.500000 Penalty: 5336.689453
	Iteration 3Q: 3 clusters Score -5527758 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5528426.000000 Penalty: 5336.689453
	Iteration 4Q: 3 clusters Score -5528426 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5529188.500000 Penalty: 5336.689453
	Iteration 5Q: 3 clusters Score -5529188 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5530136.000000 Penalty: 5336.689453
	Iteration 6Q: 3 clusters Score -5530136 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5531341.500000 Penalty: 5336.689453
	Iteration 7F: 3 clusters Score -5531342 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -5533020.500000 Penalty: 5336.689453
	Iteration 8F: 3 clusters Score -5533020 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5535199.500000 Penalty: 5336.689453
	Iteration 9F: 3 clusters Score -5535200 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5537342.500000 Penalty: 5336.689453
	Iteration 10F: 3 clusters Score -5537342 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -5539145.000000 Penalty: 5336.689453
	Iteration 11F: 3 clusters Score -5539145 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5540524.000000 Penalty: 5336.689453
	Iteration 12Q: 3 clusters Score -5540524 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -5541486.000000 Penalty: 5336.689453
	Iteration 13Q: 3 clusters Score -5541486 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5542227.000000 Penalty: 5336.689453
	Iteration 14Q: 3 clusters Score -5542227 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -5542831.500000 Penalty: 5336.689453
	Iteration 15Q: 3 clusters Score -5542832 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5543338.000000 Penalty: 5336.689453
	Iteration 16Q: 3 clusters Score -5543338 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -5543786.000000 Penalty: 5336.689453
	Iteration 17Q: 3 clusters Score -5543786 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5544091.500000 Penalty: 5336.689453
	Iteration 18Q: 3 clusters Score -5544092 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5544361.500000 Penalty: 5336.689453
	Iteration 19Q: 3 clusters Score -5544362 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5544555.000000 Penalty: 5336.689453
	Iteration 20F: 3 clusters Score -5544555 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5544687.500000 Penalty: 5336.689453
	Iteration 21Q: 3 clusters Score -5544688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5544790.000000 Penalty: 5336.689453
	Iteration 22Q: 3 clusters Score -5544790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5544870.500000 Penalty: 5336.689453
	Iteration 23Q: 3 clusters Score -5544870 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5544915.000000 Penalty: 5336.689453
	Iteration 24Q: 3 clusters Score -5544915 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5544940.000000 Penalty: 5336.689453
	Iteration 25Q: 3 clusters Score -5544940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5544975.000000 Penalty: 5336.689453
	Iteration 26Q: 3 clusters Score -5544975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5544988.500000 Penalty: 5336.689453
	Iteration 27Q: 3 clusters Score -5544988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5545001.500000 Penalty: 5336.689453
	Iteration 28Q: 3 clusters Score -5545002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5545009.000000 Penalty: 5336.689453
	Iteration 29Q: 3 clusters Score -5545009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5545015.500000 Penalty: 5336.689453
	Iteration 30Q: 3 clusters Score -5545016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5545029.000000 Penalty: 5336.689453
	Iteration 31Q: 3 clusters Score -5545029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5545036.500000 Penalty: 5336.689453
	Iteration 32Q: 3 clusters Score -5545036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5545035.000000 Penalty: 5336.689453
	Iteration 33Q: 3 clusters Score -5545035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5545048.000000 Penalty: 5336.689453
	Iteration 34Q: 3 clusters Score -5545048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5545055.500000 Penalty: 5336.689453
	Iteration 35Q: 3 clusters Score -5545056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5545054.500000 Penalty: 5336.689453
	Iteration 36Q: 3 clusters Score -5545054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5545054.500000 Penalty: 5336.689453
	Iteration 37F: 3 clusters Score -5545054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Entering Unmasked Estep 
Score: -2252613.750000 Penalty: 2448.344971
	Iteration 0F: 2 clusters Score -2252614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2238922.500000 Penalty: 4896.689941
	Iteration 0F: 3 clusters Score -2238922 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2243649.500000 Penalty: 4896.689941
	Iteration 1F: 3 clusters Score -2243650 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2244236.000000 Penalty: 4896.689941
	Iteration 2F: 3 clusters Score -2244236 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2244789.500000 Penalty: 4896.689941
	Iteration 3F: 3 clusters Score -2244790 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2245386.500000 Penalty: 4896.689941
	Iteration 4F: 3 clusters Score -2245386 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2246117.750000 Penalty: 4896.689941
	Iteration 5F: 3 clusters Score -2246118 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2247009.500000 Penalty: 4896.689941
	Iteration 6F: 3 clusters Score -2247010 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2247976.500000 Penalty: 4896.689941
	Iteration 7F: 3 clusters Score -2247976 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2249124.500000 Penalty: 4896.689941
	Iteration 8F: 3 clusters Score -2249124 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2250327.750000 Penalty: 4896.689941
	Iteration 9F: 3 clusters Score -2250328 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2251233.250000 Penalty: 4896.689941
	Iteration 10Q: 3 clusters Score -2251233 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2251717.750000 Penalty: 4896.689941
	Iteration 11Q: 3 clusters Score -2251718 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2251933.500000 Penalty: 4896.689941
	Iteration 12Q: 3 clusters Score -2251934 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2252046.000000 Penalty: 4896.689941
	Iteration 13Q: 3 clusters Score -2252046 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2252093.500000 Penalty: 4896.689941
	Iteration 14Q: 3 clusters Score -2252094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2252129.750000 Penalty: 4896.689941
	Iteration 15Q: 3 clusters Score -2252130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2252157.250000 Penalty: 4896.689941
	Iteration 16Q: 3 clusters Score -2252157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2252170.500000 Penalty: 4896.689941
	Iteration 17Q: 3 clusters Score -2252170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2252186.250000 Penalty: 4896.689941
	Iteration 18Q: 3 clusters Score -2252186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2252193.250000 Penalty: 4896.689941
	Iteration 19Q: 3 clusters Score -2252193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2252194.500000 Penalty: 4896.689941
	Iteration 20F: 3 clusters Score -2252194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2252204.500000 Penalty: 4896.689941
	Iteration 21Q: 3 clusters Score -2252204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2252199.750000 Penalty: 4896.689941
	Iteration 22Q: 3 clusters Score -2252200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2252204.500000 Penalty: 4896.689941
	Iteration 23Q: 3 clusters Score -2252204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2252213.250000 Penalty: 4896.689941
	Iteration 24Q: 3 clusters Score -2252213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2252215.000000 Penalty: 4896.689941
	Iteration 25Q: 3 clusters Score -2252215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2252223.000000 Penalty: 4896.689941
	Iteration 26Q: 3 clusters Score -2252223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2252226.250000 Penalty: 4896.689941
	Iteration 27Q: 3 clusters Score -2252226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2252236.250000 Penalty: 4896.689941
	Iteration 28Q: 3 clusters Score -2252236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2252237.750000 Penalty: 4896.689941
	Iteration 29Q: 3 clusters Score -2252238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2252237.750000 Penalty: 4896.689941
	Iteration 30Q: 3 clusters Score -2252238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2252258.250000 Penalty: 4896.689941
	Iteration 31Q: 3 clusters Score -2252258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2252247.750000 Penalty: 4896.689941
	Iteration 32Q: 3 clusters Score -2252248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2252248.500000 Penalty: 4896.689941
	Iteration 33Q: 3 clusters Score -2252248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2252247.250000 Penalty: 4896.689941
	Iteration 34Q: 3 clusters Score -2252247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2252243.500000 Penalty: 4896.689941
	Iteration 35Q: 3 clusters Score -2252244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2252245.000000 Penalty: 4896.689941
	Iteration 36Q: 3 clusters Score -2252245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2252244.250000 Penalty: 4896.689941
	Iteration 37Q: 3 clusters Score -2252244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2252248.750000 Penalty: 4896.689941
	Iteration 38Q: 3 clusters Score -2252249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2252245.750000 Penalty: 4896.689941
	Iteration 39Q: 3 clusters Score -2252246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2252245.500000 Penalty: 4896.689941
	Iteration 40F: 3 clusters Score -2252246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2252248.500000 Penalty: 4896.689941
	Iteration 41Q: 3 clusters Score -2252248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2252245.500000 Penalty: 4896.689941
	Iteration 42Q: 3 clusters Score -2252246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2252246.500000 Penalty: 4896.689941
	Iteration 43Q: 3 clusters Score -2252246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2252246.250000 Penalty: 4896.689941
	Iteration 44Q: 3 clusters Score -2252246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2252245.250000 Penalty: 4896.689941
	Iteration 45Q: 3 clusters Score -2252245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2252250.000000 Penalty: 4896.689941
	Iteration 46Q: 3 clusters Score -2252250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2252248.750000 Penalty: 4896.689941
	Iteration 47Q: 3 clusters Score -2252249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2252248.250000 Penalty: 4896.689941
	Iteration 48Q: 3 clusters Score -2252248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2252247.250000 Penalty: 4896.689941
	Iteration 49Q: 3 clusters Score -2252247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2252247.250000 Penalty: 4896.689941
	Iteration 50F: 3 clusters Score -2252247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Entering Unmasked Estep 
Score: -10860733.000000 Penalty: 2833.849365
	Iteration 0F: 2 clusters Score -1.086073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -10799318.000000 Penalty: 5667.698730
	Iteration 0F: 3 clusters Score -1.079932e+07 nChanged 43321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -10824095.000000 Penalty: 5667.698730
	Iteration 1F: 3 clusters Score -1.08241e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -10825127.000000 Penalty: 5667.698730
	Iteration 2Q: 3 clusters Score -1.082513e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -10826210.000000 Penalty: 5667.698730
	Iteration 3Q: 3 clusters Score -1.082621e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -10827489.000000 Penalty: 5667.698730
	Iteration 4Q: 3 clusters Score -1.082749e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -10829141.000000 Penalty: 5667.698730
	Iteration 5Q: 3 clusters Score -1.082914e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -10831725.000000 Penalty: 5667.698730
	Iteration 6Q: 3 clusters Score -1.083172e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -10835219.000000 Penalty: 5667.698730
	Iteration 7F: 3 clusters Score -1.083522e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -10839430.000000 Penalty: 5667.698730
	Iteration 8F: 3 clusters Score -1.083943e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -10843098.000000 Penalty: 5667.698730
	Iteration 9F: 3 clusters Score -1.08431e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -10844889.000000 Penalty: 5667.698730
	Iteration 10Q: 3 clusters Score -1.084489e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -10845672.000000 Penalty: 5667.698730
	Iteration 11Q: 3 clusters Score -1.084567e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -10846004.000000 Penalty: 5667.698730
	Iteration 12Q: 3 clusters Score -1.0846e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -10846220.000000 Penalty: 5667.698730
	Iteration 13Q: 3 clusters Score -1.084622e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -10846399.000000 Penalty: 5667.698730
	Iteration 14Q: 3 clusters Score -1.08464e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -10846537.000000 Penalty: 5667.698730
	Iteration 15Q: 3 clusters Score -1.084654e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -10846624.000000 Penalty: 5667.698730
	Iteration 16Q: 3 clusters Score -1.084662e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -10846740.000000 Penalty: 5667.698730
	Iteration 17Q: 3 clusters Score -1.084674e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -10846870.000000 Penalty: 5667.698730
	Iteration 18Q: 3 clusters Score -1.084687e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -10846944.000000 Penalty: 5667.698730
	Iteration 19Q: 3 clusters Score -1.084694e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -10847020.000000 Penalty: 5667.698730
	Iteration 20F: 3 clusters Score -1.084702e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -10847150.000000 Penalty: 5667.698730
	Iteration 21Q: 3 clusters Score -1.084715e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -10847215.000000 Penalty: 5667.698730
	Iteration 22Q: 3 clusters Score -1.084722e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -10847352.000000 Penalty: 5667.698730
	Iteration 23Q: 3 clusters Score -1.084735e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -10847405.000000 Penalty: 5667.698730
	Iteration 24Q: 3 clusters Score -1.08474e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -10847430.000000 Penalty: 5667.698730
	Iteration 25Q: 3 clusters Score -1.084743e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -10847502.000000 Penalty: 5667.698730
	Iteration 26Q: 3 clusters Score -1.08475e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -10847596.000000 Penalty: 5667.698730
	Iteration 27Q: 3 clusters Score -1.08476e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -10847622.000000 Penalty: 5667.698730
	Iteration 28Q: 3 clusters Score -1.084762e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -10847685.000000 Penalty: 5667.698730
	Iteration 29Q: 3 clusters Score -1.084768e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -10847787.000000 Penalty: 5667.698730
	Iteration 30Q: 3 clusters Score -1.084779e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -10847877.000000 Penalty: 5667.698730
	Iteration 31Q: 3 clusters Score -1.084788e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -10847922.000000 Penalty: 5667.698730
	Iteration 32Q: 3 clusters Score -1.084792e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -10848061.000000 Penalty: 5667.698730
	Iteration 33Q: 3 clusters Score -1.084806e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -10848138.000000 Penalty: 5667.698730
	Iteration 34Q: 3 clusters Score -1.084814e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -10848261.000000 Penalty: 5667.698730
	Iteration 35Q: 3 clusters Score -1.084826e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -10848350.000000 Penalty: 5667.698730
	Iteration 36Q: 3 clusters Score -1.084835e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -10848424.000000 Penalty: 5667.698730
	Iteration 37Q: 3 clusters Score -1.084842e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -10848555.000000 Penalty: 5667.698730
	Iteration 38Q: 3 clusters Score -1.084856e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -10848669.000000 Penalty: 5667.698730
	Iteration 39Q: 3 clusters Score -1.084867e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -10848762.000000 Penalty: 5667.698730
	Iteration 40F: 3 clusters Score -1.084876e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -10848892.000000 Penalty: 5667.698730
	Iteration 41Q: 3 clusters Score -1.084889e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -10849047.000000 Penalty: 5667.698730
	Iteration 42Q: 3 clusters Score -1.084905e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -10849201.000000 Penalty: 5667.698730
	Iteration 43Q: 3 clusters Score -1.08492e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -10849362.000000 Penalty: 5667.698730
	Iteration 44Q: 3 clusters Score -1.084936e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -10849539.000000 Penalty: 5667.698730
	Iteration 45Q: 3 clusters Score -1.084954e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -10849773.000000 Penalty: 5667.698730
	Iteration 46Q: 3 clusters Score -1.084977e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -10849979.000000 Penalty: 5667.698730
	Iteration 47Q: 3 clusters Score -1.084998e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -10850233.000000 Penalty: 5667.698730
	Iteration 48Q: 3 clusters Score -1.085023e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -10850520.000000 Penalty: 5667.698730
	Iteration 49Q: 3 clusters Score -1.085052e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -10850822.000000 Penalty: 5667.698730
	Iteration 50Q: 3 clusters Score -1.085082e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -10851165.000000 Penalty: 5667.698730
	Iteration 51Q: 3 clusters Score -1.085116e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -10851478.000000 Penalty: 5667.698730
	Iteration 52Q: 3 clusters Score -1.085148e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -10851885.000000 Penalty: 5667.698730
	Iteration 53Q: 3 clusters Score -1.085188e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -10852269.000000 Penalty: 5667.698730
	Iteration 54Q: 3 clusters Score -1.085227e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -10852661.000000 Penalty: 5667.698730
	Iteration 55Q: 3 clusters Score -1.085266e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -10853119.000000 Penalty: 5667.698730
	Iteration 56Q: 3 clusters Score -1.085312e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -10853529.000000 Penalty: 5667.698730
	Iteration 57Q: 3 clusters Score -1.085353e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10854000.000000 Penalty: 5667.698730
	Iteration 58Q: 3 clusters Score -1.0854e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -10854498.000000 Penalty: 5667.698730
	Iteration 59Q: 3 clusters Score -1.08545e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -10854931.000000 Penalty: 5667.698730
	Iteration 60F: 3 clusters Score -1.085493e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -10855429.000000 Penalty: 5667.698730
	Iteration 61Q: 3 clusters Score -1.085543e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -10855893.000000 Penalty: 5667.698730
	Iteration 62Q: 3 clusters Score -1.085589e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -10856303.000000 Penalty: 5667.698730
	Iteration 63Q: 3 clusters Score -1.08563e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -10856667.000000 Penalty: 5667.698730
	Iteration 64Q: 3 clusters Score -1.085667e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -10857016.000000 Penalty: 5667.698730
	Iteration 65Q: 3 clusters Score -1.085702e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -10857353.000000 Penalty: 5667.698730
	Iteration 66Q: 3 clusters Score -1.085735e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -10857559.000000 Penalty: 5667.698730
	Iteration 67Q: 3 clusters Score -1.085756e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -10857690.000000 Penalty: 5667.698730
	Iteration 68Q: 3 clusters Score -1.085769e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -10857846.000000 Penalty: 5667.698730
	Iteration 69Q: 3 clusters Score -1.085785e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -10857941.000000 Penalty: 5667.698730
	Iteration 70Q: 3 clusters Score -1.085794e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -10858016.000000 Penalty: 5667.698730
	Iteration 71Q: 3 clusters Score -1.085802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -10858060.000000 Penalty: 5667.698730
	Iteration 72Q: 3 clusters Score -1.085806e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -10858101.000000 Penalty: 5667.698730
	Iteration 73Q: 3 clusters Score -1.08581e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 90501 members 
Entering Unmasked Estep 
Score: -10858153.000000 Penalty: 5667.698730
	Iteration 74Q: 3 clusters Score -1.085815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -10858181.000000 Penalty: 5667.698730
	Iteration 75Q: 3 clusters Score -1.085818e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -10858210.000000 Penalty: 5667.698730
	Iteration 76Q: 3 clusters Score -1.085821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -10858241.000000 Penalty: 5667.698730
	Iteration 77Q: 3 clusters Score -1.085824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -10858263.000000 Penalty: 5667.698730
	Iteration 78Q: 3 clusters Score -1.085826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -10858271.000000 Penalty: 5667.698730
	Iteration 79Q: 3 clusters Score -1.085827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -10858278.000000 Penalty: 5667.698730
	Iteration 80F: 3 clusters Score -1.085828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -10858305.000000 Penalty: 5667.698730
	Iteration 81Q: 3 clusters Score -1.08583e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 90772 members 
Entering Unmasked Estep 
Score: -10858307.000000 Penalty: 5667.698730
	Iteration 82Q: 3 clusters Score -1.085831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 90786 members 
Entering Unmasked Estep 
Score: -10858304.000000 Penalty: 5667.698730
	Iteration 83Q: 3 clusters Score -1.08583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -10858314.000000 Penalty: 5667.698730
	Iteration 84Q: 3 clusters Score -1.085831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -10858323.000000 Penalty: 5667.698730
	Iteration 85Q: 3 clusters Score -1.085832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -10858319.000000 Penalty: 5667.698730
	Iteration 86Q: 3 clusters Score -1.085832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -10858334.000000 Penalty: 5667.698730
	Iteration 87Q: 3 clusters Score -1.085833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -10858343.000000 Penalty: 5667.698730
	Iteration 88Q: 3 clusters Score -1.085834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -10858344.000000 Penalty: 5667.698730
	Iteration 89Q: 3 clusters Score -1.085834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -10858341.000000 Penalty: 5667.698730
	Iteration 90Q: 3 clusters Score -1.085834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -10858346.000000 Penalty: 5667.698730
	Iteration 91Q: 3 clusters Score -1.085835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -10858346.000000 Penalty: 5667.698730
	Iteration 92Q: 3 clusters Score -1.085835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -10858349.000000 Penalty: 5667.698730
	Iteration 93Q: 3 clusters Score -1.085835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -10858357.000000 Penalty: 5667.698730
	Iteration 94Q: 3 clusters Score -1.085836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -10858357.000000 Penalty: 5667.698730
	Iteration 95Q: 3 clusters Score -1.085836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -10858358.000000 Penalty: 5667.698730
	Iteration 96Q: 3 clusters Score -1.085836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -10858358.000000 Penalty: 5667.698730
	Iteration 97F: 3 clusters Score -1.085836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -875833.125000 Penalty: 2225.422607
	Iteration 0F: 2 clusters Score -875833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -869427.750000 Penalty: 4450.845215
	Iteration 0F: 3 clusters Score -869427.8 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -871139.000000 Penalty: 4450.845215
	Iteration 1F: 3 clusters Score -871139 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -871439.687500 Penalty: 4450.845215
	Iteration 2F: 3 clusters Score -871439.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -871673.625000 Penalty: 4450.845215
	Iteration 3F: 3 clusters Score -871673.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -871961.625000 Penalty: 4450.845215
	Iteration 4Q: 3 clusters Score -871961.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -872396.625000 Penalty: 4450.845215
	Iteration 5F: 3 clusters Score -872396.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -872952.562500 Penalty: 4450.845215
	Iteration 6F: 3 clusters Score -872952.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -873496.562500 Penalty: 4450.845215
	Iteration 7F: 3 clusters Score -873496.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -873923.625000 Penalty: 4450.845215
	Iteration 8F: 3 clusters Score -873923.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -874199.812500 Penalty: 4450.845215
	Iteration 9Q: 3 clusters Score -874199.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -874388.625000 Penalty: 4450.845215
	Iteration 10Q: 3 clusters Score -874388.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -874540.875000 Penalty: 4450.845215
	Iteration 11Q: 3 clusters Score -874540.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -874639.062500 Penalty: 4450.845215
	Iteration 12Q: 3 clusters Score -874639.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -874701.000000 Penalty: 4450.845215
	Iteration 13Q: 3 clusters Score -874701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -874740.562500 Penalty: 4450.845215
	Iteration 14Q: 3 clusters Score -874740.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -874775.000000 Penalty: 4450.845215
	Iteration 15Q: 3 clusters Score -874775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -874799.250000 Penalty: 4450.845215
	Iteration 16Q: 3 clusters Score -874799.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -874814.625000 Penalty: 4450.845215
	Iteration 17Q: 3 clusters Score -874814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -874822.562500 Penalty: 4450.845215
	Iteration 18Q: 3 clusters Score -874822.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -874828.500000 Penalty: 4450.845215
	Iteration 19Q: 3 clusters Score -874828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -874836.062500 Penalty: 4450.845215
	Iteration 20F: 3 clusters Score -874836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -874837.562500 Penalty: 4450.845215
	Iteration 21Q: 3 clusters Score -874837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -874841.000000 Penalty: 4450.845215
	Iteration 22Q: 3 clusters Score -874841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -874842.937500 Penalty: 4450.845215
	Iteration 23Q: 3 clusters Score -874842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -874844.812500 Penalty: 4450.845215
	Iteration 24Q: 3 clusters Score -874844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -874843.750000 Penalty: 4450.845215
	Iteration 25Q: 3 clusters Score -874843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -874846.000000 Penalty: 4450.845215
	Iteration 26Q: 3 clusters Score -874846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -874847.562500 Penalty: 4450.845215
	Iteration 27Q: 3 clusters Score -874847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -874850.437500 Penalty: 4450.845215
	Iteration 28Q: 3 clusters Score -874850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -874850.625000 Penalty: 4450.845215
	Iteration 29Q: 3 clusters Score -874850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -874852.312500 Penalty: 4450.845215
	Iteration 30Q: 3 clusters Score -874852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -874851.937500 Penalty: 4450.845215
	Iteration 31Q: 3 clusters Score -874851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -874852.062500 Penalty: 4450.845215
	Iteration 32Q: 3 clusters Score -874852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -874853.437500 Penalty: 4450.845215
	Iteration 33Q: 3 clusters Score -874853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -874858.125000 Penalty: 4450.845215
	Iteration 34Q: 3 clusters Score -874858.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -874861.125000 Penalty: 4450.845215
	Iteration 35Q: 3 clusters Score -874861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -874861.500000 Penalty: 4450.845215
	Iteration 36Q: 3 clusters Score -874861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -874861.937500 Penalty: 4450.845215
	Iteration 37Q: 3 clusters Score -874861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -874862.125000 Penalty: 4450.845215
	Iteration 38Q: 3 clusters Score -874862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -874863.437500 Penalty: 4450.845215
	Iteration 39Q: 3 clusters Score -874863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -874864.625000 Penalty: 4450.845215
	Iteration 40F: 3 clusters Score -874864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -874867.375000 Penalty: 4450.845215
	Iteration 41Q: 3 clusters Score -874867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -874868.312500 Penalty: 4450.845215
	Iteration 42Q: 3 clusters Score -874868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -874868.562500 Penalty: 4450.845215
	Iteration 43Q: 3 clusters Score -874868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -874869.062500 Penalty: 4450.845215
	Iteration 44Q: 3 clusters Score -874869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -874869.062500 Penalty: 4450.845215
	Iteration 45F: 3 clusters Score -874869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Entering Unmasked Estep 
Score: -6445374.000000 Penalty: 2703.308105
	Iteration 0F: 2 clusters Score -6445374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6408852.500000 Penalty: 5406.616211
	Iteration 0F: 3 clusters Score -6408852 nChanged 25090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -6422625.000000 Penalty: 5406.616211
	Iteration 1F: 3 clusters Score -6422625 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6423145.500000 Penalty: 5406.616211
	Iteration 2Q: 3 clusters Score -6423146 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -6423628.000000 Penalty: 5406.616211
	Iteration 3Q: 3 clusters Score -6423628 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6424108.000000 Penalty: 5406.616211
	Iteration 4Q: 3 clusters Score -6424108 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6424671.500000 Penalty: 5406.616211
	Iteration 5Q: 3 clusters Score -6424672 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -6425271.500000 Penalty: 5406.616211
	Iteration 6Q: 3 clusters Score -6425272 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6426127.000000 Penalty: 5406.616211
	Iteration 7Q: 3 clusters Score -6426127 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -6427245.000000 Penalty: 5406.616211
	Iteration 8Q: 3 clusters Score -6427245 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6428728.500000 Penalty: 5406.616211
	Iteration 9F: 3 clusters Score -6428728 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -6430721.500000 Penalty: 5406.616211
	Iteration 10F: 3 clusters Score -6430722 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -6433266.000000 Penalty: 5406.616211
	Iteration 11F: 3 clusters Score -6433266 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -6435995.000000 Penalty: 5406.616211
	Iteration 12F: 3 clusters Score -6435995 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -6437891.000000 Penalty: 5406.616211
	Iteration 13Q: 3 clusters Score -6437891 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -6438949.500000 Penalty: 5406.616211
	Iteration 14Q: 3 clusters Score -6438950 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -6439421.500000 Penalty: 5406.616211
	Iteration 15Q: 3 clusters Score -6439422 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -6439710.500000 Penalty: 5406.616211
	Iteration 16Q: 3 clusters Score -6439710 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -6439933.000000 Penalty: 5406.616211
	Iteration 17Q: 3 clusters Score -6439933 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -6440163.500000 Penalty: 5406.616211
	Iteration 18Q: 3 clusters Score -6440164 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6440342.000000 Penalty: 5406.616211
	Iteration 19Q: 3 clusters Score -6440342 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -6440529.500000 Penalty: 5406.616211
	Iteration 20F: 3 clusters Score -6440530 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -6440721.000000 Penalty: 5406.616211
	Iteration 21Q: 3 clusters Score -6440721 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -6440886.500000 Penalty: 5406.616211
	Iteration 22Q: 3 clusters Score -6440886 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -6441056.000000 Penalty: 5406.616211
	Iteration 23Q: 3 clusters Score -6441056 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -6441219.500000 Penalty: 5406.616211
	Iteration 24Q: 3 clusters Score -6441220 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6441372.000000 Penalty: 5406.616211
	Iteration 25Q: 3 clusters Score -6441372 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6441524.500000 Penalty: 5406.616211
	Iteration 26Q: 3 clusters Score -6441524 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -6441664.500000 Penalty: 5406.616211
	Iteration 27Q: 3 clusters Score -6441664 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6441763.500000 Penalty: 5406.616211
	Iteration 28Q: 3 clusters Score -6441764 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -6441873.000000 Penalty: 5406.616211
	Iteration 29Q: 3 clusters Score -6441873 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -6441994.000000 Penalty: 5406.616211
	Iteration 30Q: 3 clusters Score -6441994 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6442102.500000 Penalty: 5406.616211
	Iteration 31Q: 3 clusters Score -6442102 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6442208.000000 Penalty: 5406.616211
	Iteration 32Q: 3 clusters Score -6442208 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -6442291.000000 Penalty: 5406.616211
	Iteration 33Q: 3 clusters Score -6442291 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -6442386.000000 Penalty: 5406.616211
	Iteration 34Q: 3 clusters Score -6442386 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -6442491.500000 Penalty: 5406.616211
	Iteration 35Q: 3 clusters Score -6442492 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6442633.000000 Penalty: 5406.616211
	Iteration 36Q: 3 clusters Score -6442633 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6442705.000000 Penalty: 5406.616211
	Iteration 37Q: 3 clusters Score -6442705 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6442756.000000 Penalty: 5406.616211
	Iteration 38Q: 3 clusters Score -6442756 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -6442815.000000 Penalty: 5406.616211
	Iteration 39Q: 3 clusters Score -6442815 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6442890.500000 Penalty: 5406.616211
	Iteration 40F: 3 clusters Score -6442890 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -6442930.000000 Penalty: 5406.616211
	Iteration 41Q: 3 clusters Score -6442930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -6442982.000000 Penalty: 5406.616211
	Iteration 42Q: 3 clusters Score -6442982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -6443002.500000 Penalty: 5406.616211
	Iteration 43Q: 3 clusters Score -6443002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -6443062.000000 Penalty: 5406.616211
	Iteration 44Q: 3 clusters Score -6443062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6443095.000000 Penalty: 5406.616211
	Iteration 45Q: 3 clusters Score -6443095 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6443154.500000 Penalty: 5406.616211
	Iteration 46Q: 3 clusters Score -6443154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -6443174.000000 Penalty: 5406.616211
	Iteration 47Q: 3 clusters Score -6443174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6443205.000000 Penalty: 5406.616211
	Iteration 48Q: 3 clusters Score -6443205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -6443229.500000 Penalty: 5406.616211
	Iteration 49Q: 3 clusters Score -6443230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -6443236.000000 Penalty: 5406.616211
	Iteration 50Q: 3 clusters Score -6443236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -6443234.000000 Penalty: 5406.616211
	Iteration 51Q: 3 clusters Score -6443234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6443238.000000 Penalty: 5406.616211
	Iteration 52Q: 3 clusters Score -6443238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -6443271.500000 Penalty: 5406.616211
	Iteration 53Q: 3 clusters Score -6443272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6443284.000000 Penalty: 5406.616211
	Iteration 54Q: 3 clusters Score -6443284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -6443264.500000 Penalty: 5406.616211
	Iteration 55Q: 3 clusters Score -6443264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -6443285.500000 Penalty: 5406.616211
	Iteration 56Q: 3 clusters Score -6443286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -6443300.500000 Penalty: 5406.616211
	Iteration 57Q: 3 clusters Score -6443300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -6443308.500000 Penalty: 5406.616211
	Iteration 58Q: 3 clusters Score -6443308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -6443346.500000 Penalty: 5406.616211
	Iteration 59Q: 3 clusters Score -6443346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6443358.500000 Penalty: 5406.616211
	Iteration 60F: 3 clusters Score -6443358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -6443381.500000 Penalty: 5406.616211
	Iteration 61Q: 3 clusters Score -6443382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -6443393.500000 Penalty: 5406.616211
	Iteration 62Q: 3 clusters Score -6443394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -6443398.000000 Penalty: 5406.616211
	Iteration 63Q: 3 clusters Score -6443398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -6443386.000000 Penalty: 5406.616211
	Iteration 64Q: 3 clusters Score -6443386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -6443385.500000 Penalty: 5406.616211
	Iteration 65Q: 3 clusters Score -6443386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -6443397.500000 Penalty: 5406.616211
	Iteration 66Q: 3 clusters Score -6443398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -6443401.500000 Penalty: 5406.616211
	Iteration 67Q: 3 clusters Score -6443402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -6443409.500000 Penalty: 5406.616211
	Iteration 68Q: 3 clusters Score -6443410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6443404.000000 Penalty: 5406.616211
	Iteration 69Q: 3 clusters Score -6443404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6443406.000000 Penalty: 5406.616211
	Iteration 70Q: 3 clusters Score -6443406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6443406.000000 Penalty: 5406.616211
	Iteration 71F: 3 clusters Score -6443406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232798 members 
Entering Unmasked Estep 
Score: -27231924.000000 Penalty: 3064.765625
	Iteration 0F: 2 clusters Score -2.723192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 116450 members 
Entering Unmasked Estep 
Score: -27079112.000000 Penalty: 6129.531250
	Iteration 0F: 3 clusters Score -2.707911e+07 nChanged 112709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -27145508.000000 Penalty: 6129.531250
	Iteration 1F: 3 clusters Score -2.714551e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -27146572.000000 Penalty: 6129.531250
	Iteration 2Q: 3 clusters Score -2.714657e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 123644 members 
Entering Unmasked Estep 
Score: -27147690.000000 Penalty: 6129.531250
	Iteration 3Q: 3 clusters Score -2.714769e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -27149560.000000 Penalty: 6129.531250
	Iteration 4Q: 3 clusters Score -2.714956e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -27152206.000000 Penalty: 6129.531250
	Iteration 5Q: 3 clusters Score -2.715221e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -27156750.000000 Penalty: 6129.531250
	Iteration 6Q: 3 clusters Score -2.715675e+07 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -27165030.000000 Penalty: 6129.531250
	Iteration 7F: 3 clusters Score -2.716503e+07 nChanged 17799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 174859 members 
Entering Unmasked Estep 
Score: -27177602.000000 Penalty: 6129.531250
	Iteration 8F: 3 clusters Score -2.71776e+07 nChanged 19621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 194378 members 
Entering Unmasked Estep 
Score: -27193950.000000 Penalty: 6129.531250
	Iteration 9F: 3 clusters Score -2.719395e+07 nChanged 17047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 211405 members 
Entering Unmasked Estep 
Score: -27209282.000000 Penalty: 6129.531250
	Iteration 10F: 3 clusters Score -2.720928e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 222452 members 
Entering Unmasked Estep 
Score: -27219550.000000 Penalty: 6129.531250
	Iteration 11Q: 3 clusters Score -2.721955e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 228004 members 
Entering Unmasked Estep 
Score: -27224930.000000 Penalty: 6129.531250
	Iteration 12Q: 3 clusters Score -2.722493e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 230412 members 
Entering Unmasked Estep 
Score: -27227340.000000 Penalty: 6129.531250
	Iteration 13Q: 3 clusters Score -2.722734e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 231311 members 
Entering Unmasked Estep 
Score: -27228128.000000 Penalty: 6129.531250
	Iteration 14Q: 3 clusters Score -2.722813e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 231683 members 
Entering Unmasked Estep 
Score: -27228518.000000 Penalty: 6129.531250
	Iteration 15Q: 3 clusters Score -2.722852e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 231866 members 
Entering Unmasked Estep 
Score: -27228826.000000 Penalty: 6129.531250
	Iteration 16Q: 3 clusters Score -2.722883e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 231943 members 
Entering Unmasked Estep 
Score: -27228946.000000 Penalty: 6129.531250
	Iteration 17Q: 3 clusters Score -2.722895e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 231985 members 
Entering Unmasked Estep 
Score: -27229036.000000 Penalty: 6129.531250
	Iteration 18Q: 3 clusters Score -2.722904e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 232014 members 
Entering Unmasked Estep 
Score: -27229060.000000 Penalty: 6129.531250
	Iteration 19Q: 3 clusters Score -2.722906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 232031 members 
Entering Unmasked Estep 
Score: -27229104.000000 Penalty: 6129.531250
	Iteration 20F: 3 clusters Score -2.72291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 232044 members 
Entering Unmasked Estep 
Score: -27229102.000000 Penalty: 6129.531250
	Iteration 21Q: 3 clusters Score -2.72291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 232056 members 
Entering Unmasked Estep 
Score: -27229126.000000 Penalty: 6129.531250
	Iteration 22Q: 3 clusters Score -2.722913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 232067 members 
Entering Unmasked Estep 
Score: -27229144.000000 Penalty: 6129.531250
	Iteration 23Q: 3 clusters Score -2.722914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 232067 members 
Entering Unmasked Estep 
Score: -27229184.000000 Penalty: 6129.531250
	Iteration 24Q: 3 clusters Score -2.722918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 232064 members 
Entering Unmasked Estep 
Score: -27229196.000000 Penalty: 6129.531250
	Iteration 25Q: 3 clusters Score -2.72292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 232069 members 
Entering Unmasked Estep 
Score: -27229188.000000 Penalty: 6129.531250
	Iteration 26Q: 3 clusters Score -2.722919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -27229206.000000 Penalty: 6129.531250
	Iteration 27Q: 3 clusters Score -2.722921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 232073 members 
Entering Unmasked Estep 
Score: -27229218.000000 Penalty: 6129.531250
	Iteration 28Q: 3 clusters Score -2.722922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 232072 members 
Entering Unmasked Estep 
Score: -27229196.000000 Penalty: 6129.531250
	Iteration 29Q: 3 clusters Score -2.72292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 232074 members 
Entering Unmasked Estep 
Score: -27229206.000000 Penalty: 6129.531250
	Iteration 30Q: 3 clusters Score -2.722921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 232078 members 
Entering Unmasked Estep 
Score: -27229230.000000 Penalty: 6129.531250
	Iteration 31Q: 3 clusters Score -2.722923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 232081 members 
Entering Unmasked Estep 
Score: -27229216.000000 Penalty: 6129.531250
	Iteration 32Q: 3 clusters Score -2.722922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 232084 members 
Entering Unmasked Estep 
Score: -27229208.000000 Penalty: 6129.531250
	Iteration 33Q: 3 clusters Score -2.722921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 232090 members 
Entering Unmasked Estep 
Score: -27229220.000000 Penalty: 6129.531250
	Iteration 34Q: 3 clusters Score -2.722922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 232098 members 
Entering Unmasked Estep 
Score: -27229226.000000 Penalty: 6129.531250
	Iteration 35Q: 3 clusters Score -2.722923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 232103 members 
Entering Unmasked Estep 
Score: -27229214.000000 Penalty: 6129.531250
	Iteration 36Q: 3 clusters Score -2.722921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 232107 members 
Entering Unmasked Estep 
Score: -27229236.000000 Penalty: 6129.531250
	Iteration 37Q: 3 clusters Score -2.722924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 232113 members 
Entering Unmasked Estep 
Score: -27229246.000000 Penalty: 6129.531250
	Iteration 38Q: 3 clusters Score -2.722925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 232115 members 
Entering Unmasked Estep 
Score: -27229238.000000 Penalty: 6129.531250
	Iteration 39Q: 3 clusters Score -2.722924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 232119 members 
Entering Unmasked Estep 
Score: -27229242.000000 Penalty: 6129.531250
	Iteration 40F: 3 clusters Score -2.722924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 232121 members 
Entering Unmasked Estep 
Score: -27229230.000000 Penalty: 6129.531250
	Iteration 41Q: 3 clusters Score -2.722923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 232123 members 
Entering Unmasked Estep 
Score: -27229240.000000 Penalty: 6129.531250
	Iteration 42Q: 3 clusters Score -2.722924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 232123 members 
Entering Unmasked Estep 
Score: -27229250.000000 Penalty: 6129.531250
	Iteration 43Q: 3 clusters Score -2.722925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 232120 members 
Entering Unmasked Estep 
Score: -27229242.000000 Penalty: 6129.531250
	Iteration 44Q: 3 clusters Score -2.722924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 232121 members 
Entering Unmasked Estep 
Score: -27229258.000000 Penalty: 6129.531250
	Iteration 45Q: 3 clusters Score -2.722926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 232122 members 
Entering Unmasked Estep 
Score: -27229258.000000 Penalty: 6129.531250
	Iteration 46Q: 3 clusters Score -2.722926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 232122 members 
Entering Unmasked Estep 
Score: -27229258.000000 Penalty: 6129.531250
	Iteration 47F: 3 clusters Score -2.722926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (196218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196218 members 
Entering Unmasked Estep 
Score: -23108840.000000 Penalty: 3022.371338
	Iteration 0F: 2 clusters Score -2.310884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97540 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -22980168.000000 Penalty: 6044.742676
	Iteration 0F: 3 clusters Score -2.298017e+07 nChanged 94099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -23035466.000000 Penalty: 6044.742676
	Iteration 1F: 3 clusters Score -2.303547e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 112621 members 
Entering Unmasked Estep 
Score: -23037926.000000 Penalty: 6044.742676
	Iteration 2Q: 3 clusters Score -2.303793e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -23041908.000000 Penalty: 6044.742676
	Iteration 3Q: 3 clusters Score -2.304191e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 133146 members 
Entering Unmasked Estep 
Score: -23049646.000000 Penalty: 6044.742676
	Iteration 4F: 3 clusters Score -2.304965e+07 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 149656 members 
Entering Unmasked Estep 
Score: -23063020.000000 Penalty: 6044.742676
	Iteration 5F: 3 clusters Score -2.306302e+07 nChanged 18532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -23079884.000000 Penalty: 6044.742676
	Iteration 6F: 3 clusters Score -2.307988e+07 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 183362 members 
Entering Unmasked Estep 
Score: -23094336.000000 Penalty: 6044.742676
	Iteration 7F: 3 clusters Score -2.309434e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 191628 members 
Entering Unmasked Estep 
Score: -23102078.000000 Penalty: 6044.742676
	Iteration 8Q: 3 clusters Score -2.310208e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 194710 members 
Entering Unmasked Estep 
Score: -23104816.000000 Penalty: 6044.742676
	Iteration 9Q: 3 clusters Score -2.310482e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 195543 members 
Entering Unmasked Estep 
Score: -23105594.000000 Penalty: 6044.742676
	Iteration 10Q: 3 clusters Score -2.310559e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 195772 members 
Entering Unmasked Estep 
Score: -23105882.000000 Penalty: 6044.742676
	Iteration 11Q: 3 clusters Score -2.310588e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 195855 members 
Entering Unmasked Estep 
Score: -23106026.000000 Penalty: 6044.742676
	Iteration 12Q: 3 clusters Score -2.310603e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -23106082.000000 Penalty: 6044.742676
	Iteration 13Q: 3 clusters Score -2.310608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -23106122.000000 Penalty: 6044.742676
	Iteration 14Q: 3 clusters Score -2.310612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 195898 members 
Entering Unmasked Estep 
Score: -23106144.000000 Penalty: 6044.742676
	Iteration 15Q: 3 clusters Score -2.310614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195906 members 
Entering Unmasked Estep 
Score: -23106172.000000 Penalty: 6044.742676
	Iteration 16Q: 3 clusters Score -2.310617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -23106194.000000 Penalty: 6044.742676
	Iteration 17Q: 3 clusters Score -2.310619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -23106194.000000 Penalty: 6044.742676
	Iteration 18Q: 3 clusters Score -2.310619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -23106208.000000 Penalty: 6044.742676
	Iteration 19Q: 3 clusters Score -2.310621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 195911 members 
Entering Unmasked Estep 
Score: -23106238.000000 Penalty: 6044.742676
	Iteration 20F: 3 clusters Score -2.310624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -23106218.000000 Penalty: 6044.742676
	Iteration 21Q: 3 clusters Score -2.310622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 195908 members 
Entering Unmasked Estep 
Score: -23106222.000000 Penalty: 6044.742676
	Iteration 22Q: 3 clusters Score -2.310622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -23106232.000000 Penalty: 6044.742676
	Iteration 23Q: 3 clusters Score -2.310623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -23106226.000000 Penalty: 6044.742676
	Iteration 24Q: 3 clusters Score -2.310623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -23106224.000000 Penalty: 6044.742676
	Iteration 25Q: 3 clusters Score -2.310622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 195910 members 
Entering Unmasked Estep 
Score: -23106240.000000 Penalty: 6044.742676
	Iteration 26Q: 3 clusters Score -2.310624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 195907 members 
Entering Unmasked Estep 
Score: -23106236.000000 Penalty: 6044.742676
	Iteration 27Q: 3 clusters Score -2.310624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 195907 members 
Entering Unmasked Estep 
Score: -23106244.000000 Penalty: 6044.742676
	Iteration 28Q: 3 clusters Score -2.310624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 195907 members 
Entering Unmasked Estep 
Score: -23106244.000000 Penalty: 6044.742676
	Iteration 29Q: 3 clusters Score -2.310624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195906 members 
Entering Unmasked Estep 
Score: -23106252.000000 Penalty: 6044.742676
	Iteration 30Q: 3 clusters Score -2.310625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 195904 members 
Entering Unmasked Estep 
Score: -23106270.000000 Penalty: 6044.742676
	Iteration 31Q: 3 clusters Score -2.310627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 195903 members 
Entering Unmasked Estep 
Score: -23106276.000000 Penalty: 6044.742676
	Iteration 32Q: 3 clusters Score -2.310628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195902 members 
Entering Unmasked Estep 
Score: -23106262.000000 Penalty: 6044.742676
	Iteration 33Q: 3 clusters Score -2.310626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195902 members 
Entering Unmasked Estep 
Score: -23106266.000000 Penalty: 6044.742676
	Iteration 34Q: 3 clusters Score -2.310627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -23106274.000000 Penalty: 6044.742676
	Iteration 35Q: 3 clusters Score -2.310627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -23106274.000000 Penalty: 6044.742676
	Iteration 36F: 3 clusters Score -2.310627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -1187426.000000 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -1187426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1179498.375000 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -1179498 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1181858.875000 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -1181859 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1182336.750000 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -1182337 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1182862.375000 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -1182862 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1183600.500000 Penalty: 4585.966309
	Iteration 4F: 3 clusters Score -1183600 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1184509.875000 Penalty: 4585.966309
	Iteration 5F: 3 clusters Score -1184510 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1185222.750000 Penalty: 4585.966309
	Iteration 6F: 3 clusters Score -1185223 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1185628.250000 Penalty: 4585.966309
	Iteration 7F: 3 clusters Score -1185628 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1185808.250000 Penalty: 4585.966309
	Iteration 8Q: 3 clusters Score -1185808 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1185890.500000 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -1185890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1185922.375000 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -1185922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1185945.250000 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -1185945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1185964.875000 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -1185965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1185972.875000 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -1185973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1185979.250000 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -1185979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1185983.250000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -1185983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1185982.375000 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -1185982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1185987.375000 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -1185987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1185987.875000 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -1185988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1185989.750000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -1185990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1185991.000000 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -1185991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1185989.875000 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -1185990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1185989.000000 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -1185989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1185988.375000 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -1185988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1185989.875000 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -1185990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1185989.500000 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -1185990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1185989.625000 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -1185990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1185989.625000 Penalty: 4585.966309
	Iteration 27F: 3 clusters Score -1185990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (181138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181138 members 
Entering Unmasked Estep 
Score: -21204810.000000 Penalty: 3002.539551
	Iteration 0F: 2 clusters Score -2.120481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -21085112.000000 Penalty: 6005.079102
	Iteration 0F: 3 clusters Score -2.108511e+07 nChanged 86855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -21135088.000000 Penalty: 6005.079102
	Iteration 1F: 3 clusters Score -2.113509e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -21136036.000000 Penalty: 6005.079102
	Iteration 2Q: 3 clusters Score -2.113604e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -21137186.000000 Penalty: 6005.079102
	Iteration 3Q: 3 clusters Score -2.113719e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -21139008.000000 Penalty: 6005.079102
	Iteration 4Q: 3 clusters Score -2.113901e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -21142522.000000 Penalty: 6005.079102
	Iteration 5Q: 3 clusters Score -2.114252e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -21149608.000000 Penalty: 6005.079102
	Iteration 6F: 3 clusters Score -2.114961e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130983 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -21161180.000000 Penalty: 6005.079102
	Iteration 7F: 3 clusters Score -2.116118e+07 nChanged 15511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -21175294.000000 Penalty: 6005.079102
	Iteration 8F: 3 clusters Score -2.117529e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -21187850.000000 Penalty: 6005.079102
	Iteration 9F: 3 clusters Score -2.118785e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162808 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -21195754.000000 Penalty: 6005.079102
	Iteration 10Q: 3 clusters Score -2.119575e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -21199266.000000 Penalty: 6005.079102
	Iteration 11Q: 3 clusters Score -2.119927e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -21200738.000000 Penalty: 6005.079102
	Iteration 12Q: 3 clusters Score -2.120074e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -21201536.000000 Penalty: 6005.079102
	Iteration 13Q: 3 clusters Score -2.120154e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171997 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -21202082.000000 Penalty: 6005.079102
	Iteration 14Q: 3 clusters Score -2.120208e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173195 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -21202400.000000 Penalty: 6005.079102
	Iteration 15Q: 3 clusters Score -2.12024e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174147 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -21202784.000000 Penalty: 6005.079102
	Iteration 16Q: 3 clusters Score -2.120278e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174908 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -21202990.000000 Penalty: 6005.079102
	Iteration 17Q: 3 clusters Score -2.120299e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175530 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -21203228.000000 Penalty: 6005.079102
	Iteration 18Q: 3 clusters Score -2.120323e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176029 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -21203256.000000 Penalty: 6005.079102
	Iteration 19Q: 3 clusters Score -2.120326e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176437 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -21203310.000000 Penalty: 6005.079102
	Iteration 20F: 3 clusters Score -2.120331e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176768 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -21203394.000000 Penalty: 6005.079102
	Iteration 21Q: 3 clusters Score -2.120339e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -21203434.000000 Penalty: 6005.079102
	Iteration 22Q: 3 clusters Score -2.120343e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177270 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21203450.000000 Penalty: 6005.079102
	Iteration 23Q: 3 clusters Score -2.120345e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177448 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -21203460.000000 Penalty: 6005.079102
	Iteration 24Q: 3 clusters Score -2.120346e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -21203486.000000 Penalty: 6005.079102
	Iteration 25Q: 3 clusters Score -2.120349e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -21203490.000000 Penalty: 6005.079102
	Iteration 26Q: 3 clusters Score -2.120349e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177855 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -21203486.000000 Penalty: 6005.079102
	Iteration 27Q: 3 clusters Score -2.120349e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -21203458.000000 Penalty: 6005.079102
	Iteration 28Q: 3 clusters Score -2.120346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178029 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -21203408.000000 Penalty: 6005.079102
	Iteration 29Q: 3 clusters Score -2.120341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -21203440.000000 Penalty: 6005.079102
	Iteration 30Q: 3 clusters Score -2.120344e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178120 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -21203424.000000 Penalty: 6005.079102
	Iteration 31Q: 3 clusters Score -2.120342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178154 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -21203412.000000 Penalty: 6005.079102
	Iteration 32Q: 3 clusters Score -2.120341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178182 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -21203370.000000 Penalty: 6005.079102
	Iteration 33Q: 3 clusters Score -2.120337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -21203348.000000 Penalty: 6005.079102
	Iteration 34Q: 3 clusters Score -2.120335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21203374.000000 Penalty: 6005.079102
	Iteration 35Q: 3 clusters Score -2.120337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178260 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21203358.000000 Penalty: 6005.079102
	Iteration 36Q: 3 clusters Score -2.120336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21203362.000000 Penalty: 6005.079102
	Iteration 37Q: 3 clusters Score -2.120336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21203348.000000 Penalty: 6005.079102
	Iteration 38Q: 3 clusters Score -2.120335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21203342.000000 Penalty: 6005.079102
	Iteration 39Q: 3 clusters Score -2.120334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178389 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -21203334.000000 Penalty: 6005.079102
	Iteration 40F: 3 clusters Score -2.120333e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178423 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21203326.000000 Penalty: 6005.079102
	Iteration 41Q: 3 clusters Score -2.120333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -21203326.000000 Penalty: 6005.079102
	Iteration 42Q: 3 clusters Score -2.120333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178470 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21203302.000000 Penalty: 6005.079102
	Iteration 43Q: 3 clusters Score -2.12033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -21203302.000000 Penalty: 6005.079102
	Iteration 44Q: 3 clusters Score -2.12033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21203302.000000 Penalty: 6005.079102
	Iteration 45Q: 3 clusters Score -2.12033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -21203310.000000 Penalty: 6005.079102
	Iteration 46Q: 3 clusters Score -2.120331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178543 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21203316.000000 Penalty: 6005.079102
	Iteration 47Q: 3 clusters Score -2.120332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -21203300.000000 Penalty: 6005.079102
	Iteration 48Q: 3 clusters Score -2.12033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178567 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21203308.000000 Penalty: 6005.079102
	Iteration 49Q: 3 clusters Score -2.120331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21203296.000000 Penalty: 6005.079102
	Iteration 50Q: 3 clusters Score -2.12033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178597 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -21203284.000000 Penalty: 6005.079102
	Iteration 51Q: 3 clusters Score -2.120328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178608 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21203288.000000 Penalty: 6005.079102
	Iteration 52Q: 3 clusters Score -2.120329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21203270.000000 Penalty: 6005.079102
	Iteration 53Q: 3 clusters Score -2.120327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21203274.000000 Penalty: 6005.079102
	Iteration 54Q: 3 clusters Score -2.120327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178636 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21203264.000000 Penalty: 6005.079102
	Iteration 55Q: 3 clusters Score -2.120326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21203276.000000 Penalty: 6005.079102
	Iteration 56Q: 3 clusters Score -2.120328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21203288.000000 Penalty: 6005.079102
	Iteration 57Q: 3 clusters Score -2.120329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178649 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21203280.000000 Penalty: 6005.079102
	Iteration 58Q: 3 clusters Score -2.120328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -21203280.000000 Penalty: 6005.079102
	Iteration 59Q: 3 clusters Score -2.120328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21203276.000000 Penalty: 6005.079102
	Iteration 60F: 3 clusters Score -2.120328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178652 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21203282.000000 Penalty: 6005.079102
	Iteration 61Q: 3 clusters Score -2.120328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21203282.000000 Penalty: 6005.079102
	Iteration 62Q: 3 clusters Score -2.120328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21203282.000000 Penalty: 6005.079102
	Iteration 63F: 3 clusters Score -2.120328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 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 338 members 
Entering Unmasked Estep 
Score: -64902.519531 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64902.52 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65178.953125 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65178.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65305.316406 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65305.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65399.496094 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -65399.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65498.593750 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -65498.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65583.210938 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65583.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65661.500000 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -65661.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65735.812500 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -65735.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65778.398438 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -65778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65810.953125 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -65810.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65834.351562 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -65834.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65847.351562 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -65847.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65857.757812 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -65857.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65874.046875 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -65874.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65889.265625 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -65889.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65918.031250 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -65918.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65941.101562 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -65941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65953.742188 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -65953.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65978.414062 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -65978.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66009.578125 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -66009.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66024.617188 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -66024.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66042.390625 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -66042.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66042.390625 Penalty: 3231.297607
	Iteration 22F: 3 clusters Score -66042.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Entering Unmasked Estep 
Score: -4719935.000000 Penalty: 2625.710693
	Iteration 0F: 2 clusters Score -4719935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4693060.000000 Penalty: 5251.421387
	Iteration 0F: 3 clusters Score -4693060 nChanged 18143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4703258.500000 Penalty: 5251.421387
	Iteration 1F: 3 clusters Score -4703258 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4704056.000000 Penalty: 5251.421387
	Iteration 2F: 3 clusters Score -4704056 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4705180.000000 Penalty: 5251.421387
	Iteration 3F: 3 clusters Score -4705180 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -4706809.000000 Penalty: 5251.421387
	Iteration 4F: 3 clusters Score -4706809 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4709121.000000 Penalty: 5251.421387
	Iteration 5F: 3 clusters Score -4709121 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4711850.000000 Penalty: 5251.421387
	Iteration 6F: 3 clusters Score -4711850 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4714295.000000 Penalty: 5251.421387
	Iteration 7F: 3 clusters Score -4714295 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4715779.500000 Penalty: 5251.421387
	Iteration 8Q: 3 clusters Score -4715780 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4716368.500000 Penalty: 5251.421387
	Iteration 9Q: 3 clusters Score -4716368 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4716670.500000 Penalty: 5251.421387
	Iteration 10Q: 3 clusters Score -4716670 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4716817.000000 Penalty: 5251.421387
	Iteration 11Q: 3 clusters Score -4716817 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4716963.500000 Penalty: 5251.421387
	Iteration 12Q: 3 clusters Score -4716964 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4717052.500000 Penalty: 5251.421387
	Iteration 13Q: 3 clusters Score -4717052 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -4717156.500000 Penalty: 5251.421387
	Iteration 14Q: 3 clusters Score -4717156 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4717213.500000 Penalty: 5251.421387
	Iteration 15Q: 3 clusters Score -4717214 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4717263.500000 Penalty: 5251.421387
	Iteration 16Q: 3 clusters Score -4717264 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4717323.000000 Penalty: 5251.421387
	Iteration 17Q: 3 clusters Score -4717323 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -4717369.000000 Penalty: 5251.421387
	Iteration 18Q: 3 clusters Score -4717369 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4717414.500000 Penalty: 5251.421387
	Iteration 19Q: 3 clusters Score -4717414 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4717449.500000 Penalty: 5251.421387
	Iteration 20F: 3 clusters Score -4717450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4717485.000000 Penalty: 5251.421387
	Iteration 21Q: 3 clusters Score -4717485 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4717512.500000 Penalty: 5251.421387
	Iteration 22Q: 3 clusters Score -4717512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4717551.000000 Penalty: 5251.421387
	Iteration 23Q: 3 clusters Score -4717551 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4717569.500000 Penalty: 5251.421387
	Iteration 24Q: 3 clusters Score -4717570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4717600.500000 Penalty: 5251.421387
	Iteration 25Q: 3 clusters Score -4717600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4717617.500000 Penalty: 5251.421387
	Iteration 26Q: 3 clusters Score -4717618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4717634.500000 Penalty: 5251.421387
	Iteration 27Q: 3 clusters Score -4717634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -4717652.500000 Penalty: 5251.421387
	Iteration 28Q: 3 clusters Score -4717652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -4717679.500000 Penalty: 5251.421387
	Iteration 29Q: 3 clusters Score -4717680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -4717701.500000 Penalty: 5251.421387
	Iteration 30Q: 3 clusters Score -4717702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4717713.500000 Penalty: 5251.421387
	Iteration 31Q: 3 clusters Score -4717714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4717734.500000 Penalty: 5251.421387
	Iteration 32Q: 3 clusters Score -4717734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4717749.500000 Penalty: 5251.421387
	Iteration 33Q: 3 clusters Score -4717750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4717765.000000 Penalty: 5251.421387
	Iteration 34Q: 3 clusters Score -4717765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4717766.500000 Penalty: 5251.421387
	Iteration 35Q: 3 clusters Score -4717766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4717763.000000 Penalty: 5251.421387
	Iteration 36Q: 3 clusters Score -4717763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4717764.000000 Penalty: 5251.421387
	Iteration 37Q: 3 clusters Score -4717764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4717768.500000 Penalty: 5251.421387
	Iteration 38Q: 3 clusters Score -4717768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4717777.500000 Penalty: 5251.421387
	Iteration 39Q: 3 clusters Score -4717778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4717779.500000 Penalty: 5251.421387
	Iteration 40F: 3 clusters Score -4717780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4717783.500000 Penalty: 5251.421387
	Iteration 41Q: 3 clusters Score -4717784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4717799.500000 Penalty: 5251.421387
	Iteration 42Q: 3 clusters Score -4717800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4717803.000000 Penalty: 5251.421387
	Iteration 43Q: 3 clusters Score -4717803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4717804.000000 Penalty: 5251.421387
	Iteration 44Q: 3 clusters Score -4717804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4717806.000000 Penalty: 5251.421387
	Iteration 45Q: 3 clusters Score -4717806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4717818.000000 Penalty: 5251.421387
	Iteration 46Q: 3 clusters Score -4717818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4717820.000000 Penalty: 5251.421387
	Iteration 47Q: 3 clusters Score -4717820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4717813.500000 Penalty: 5251.421387
	Iteration 48Q: 3 clusters Score -4717814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4717820.500000 Penalty: 5251.421387
	Iteration 49Q: 3 clusters Score -4717820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4717818.500000 Penalty: 5251.421387
	Iteration 50Q: 3 clusters Score -4717818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4717816.000000 Penalty: 5251.421387
	Iteration 51Q: 3 clusters Score -4717816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4717830.000000 Penalty: 5251.421387
	Iteration 52Q: 3 clusters Score -4717830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4717827.000000 Penalty: 5251.421387
	Iteration 53Q: 3 clusters Score -4717827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -4717839.000000 Penalty: 5251.421387
	Iteration 54Q: 3 clusters Score -4717839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4717839.000000 Penalty: 5251.421387
	Iteration 55Q: 3 clusters Score -4717839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4717833.000000 Penalty: 5251.421387
	Iteration 56Q: 3 clusters Score -4717833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4717843.500000 Penalty: 5251.421387
	Iteration 57Q: 3 clusters Score -4717844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4717852.500000 Penalty: 5251.421387
	Iteration 58Q: 3 clusters Score -4717852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4717856.500000 Penalty: 5251.421387
	Iteration 59Q: 3 clusters Score -4717856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4717866.000000 Penalty: 5251.421387
	Iteration 60F: 3 clusters Score -4717866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4717867.500000 Penalty: 5251.421387
	Iteration 61Q: 3 clusters Score -4717868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4717870.000000 Penalty: 5251.421387
	Iteration 62Q: 3 clusters Score -4717870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4717873.500000 Penalty: 5251.421387
	Iteration 63Q: 3 clusters Score -4717874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4717877.000000 Penalty: 5251.421387
	Iteration 64Q: 3 clusters Score -4717877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4717875.000000 Penalty: 5251.421387
	Iteration 65Q: 3 clusters Score -4717875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4717871.000000 Penalty: 5251.421387
	Iteration 66Q: 3 clusters Score -4717871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4717881.500000 Penalty: 5251.421387
	Iteration 67Q: 3 clusters Score -4717882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4717879.500000 Penalty: 5251.421387
	Iteration 68Q: 3 clusters Score -4717880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4717879.500000 Penalty: 5251.421387
	Iteration 69Q: 3 clusters Score -4717880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4717877.000000 Penalty: 5251.421387
	Iteration 70Q: 3 clusters Score -4717877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4717882.000000 Penalty: 5251.421387
	Iteration 71Q: 3 clusters Score -4717882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4717876.500000 Penalty: 5251.421387
	Iteration 72Q: 3 clusters Score -4717876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4717878.000000 Penalty: 5251.421387
	Iteration 73Q: 3 clusters Score -4717878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4717883.000000 Penalty: 5251.421387
	Iteration 74Q: 3 clusters Score -4717883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4717882.500000 Penalty: 5251.421387
	Iteration 75Q: 3 clusters Score -4717882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4717880.000000 Penalty: 5251.421387
	Iteration 76Q: 3 clusters Score -4717880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4717880.500000 Penalty: 5251.421387
	Iteration 77Q: 3 clusters Score -4717880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4717879.500000 Penalty: 5251.421387
	Iteration 78Q: 3 clusters Score -4717880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -4717877.000000 Penalty: 5251.421387
	Iteration 79Q: 3 clusters Score -4717877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4717877.500000 Penalty: 5251.421387
	Iteration 80F: 3 clusters Score -4717878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4717880.000000 Penalty: 5251.421387
	Iteration 81Q: 3 clusters Score -4717880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4717872.000000 Penalty: 5251.421387
	Iteration 82Q: 3 clusters Score -4717872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4717869.500000 Penalty: 5251.421387
	Iteration 83Q: 3 clusters Score -4717870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4717869.000000 Penalty: 5251.421387
	Iteration 84Q: 3 clusters Score -4717869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4717864.000000 Penalty: 5251.421387
	Iteration 85Q: 3 clusters Score -4717864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4717874.500000 Penalty: 5251.421387
	Iteration 86Q: 3 clusters Score -4717874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4717875.500000 Penalty: 5251.421387
	Iteration 87Q: 3 clusters Score -4717876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4717866.500000 Penalty: 5251.421387
	Iteration 88Q: 3 clusters Score -4717866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4717866.500000 Penalty: 5251.421387
	Iteration 89Q: 3 clusters Score -4717866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4717872.000000 Penalty: 5251.421387
	Iteration 90Q: 3 clusters Score -4717872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4717872.000000 Penalty: 5251.421387
	Iteration 91Q: 3 clusters Score -4717872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4717870.500000 Penalty: 5251.421387
	Iteration 92Q: 3 clusters Score -4717870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4717885.000000 Penalty: 5251.421387
	Iteration 93Q: 3 clusters Score -4717885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4717891.000000 Penalty: 5251.421387
	Iteration 94Q: 3 clusters Score -4717891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4717895.000000 Penalty: 5251.421387
	Iteration 95Q: 3 clusters Score -4717895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4717891.500000 Penalty: 5251.421387
	Iteration 96Q: 3 clusters Score -4717892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4717896.000000 Penalty: 5251.421387
	Iteration 97Q: 3 clusters Score -4717896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4717891.500000 Penalty: 5251.421387
	Iteration 98Q: 3 clusters Score -4717892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4717893.500000 Penalty: 5251.421387
	Iteration 99Q: 3 clusters Score -4717894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4717890.000000 Penalty: 5251.421387
	Iteration 100F: 3 clusters Score -4717890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4717888.500000 Penalty: 5251.421387
	Iteration 101Q: 3 clusters Score -4717888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4717887.500000 Penalty: 5251.421387
	Iteration 102Q: 3 clusters Score -4717888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4717890.000000 Penalty: 5251.421387
	Iteration 103Q: 3 clusters Score -4717890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4717889.000000 Penalty: 5251.421387
	Iteration 104Q: 3 clusters Score -4717889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4717889.000000 Penalty: 5251.421387
	Iteration 105F: 3 clusters Score -4717889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Entering Unmasked Estep 
Score: -6546000.000000 Penalty: 2709.043213
	Iteration 0F: 2 clusters Score -6546000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -6508740.500000 Penalty: 5418.086426
	Iteration 0F: 3 clusters Score -6508740 nChanged 25767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -6523260.500000 Penalty: 5418.086426
	Iteration 1F: 3 clusters Score -6523260 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6524135.500000 Penalty: 5418.086426
	Iteration 2Q: 3 clusters Score -6524136 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -6525424.500000 Penalty: 5418.086426
	Iteration 3F: 3 clusters Score -6525424 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -6527466.500000 Penalty: 5418.086426
	Iteration 4F: 3 clusters Score -6527466 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -6530638.000000 Penalty: 5418.086426
	Iteration 5F: 3 clusters Score -6530638 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -6534532.500000 Penalty: 5418.086426
	Iteration 6F: 3 clusters Score -6534532 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6538195.500000 Penalty: 5418.086426
	Iteration 7F: 3 clusters Score -6538196 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6540806.500000 Penalty: 5418.086426
	Iteration 8F: 3 clusters Score -6540806 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6542171.000000 Penalty: 5418.086426
	Iteration 9Q: 3 clusters Score -6542171 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6542928.000000 Penalty: 5418.086426
	Iteration 10Q: 3 clusters Score -6542928 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6543300.000000 Penalty: 5418.086426
	Iteration 11Q: 3 clusters Score -6543300 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6543557.000000 Penalty: 5418.086426
	Iteration 12Q: 3 clusters Score -6543557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6543701.500000 Penalty: 5418.086426
	Iteration 13Q: 3 clusters Score -6543702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6543802.000000 Penalty: 5418.086426
	Iteration 14Q: 3 clusters Score -6543802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6543851.000000 Penalty: 5418.086426
	Iteration 15Q: 3 clusters Score -6543851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6543876.500000 Penalty: 5418.086426
	Iteration 16Q: 3 clusters Score -6543876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6543891.500000 Penalty: 5418.086426
	Iteration 17Q: 3 clusters Score -6543892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6543906.500000 Penalty: 5418.086426
	Iteration 18Q: 3 clusters Score -6543906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6543916.000000 Penalty: 5418.086426
	Iteration 19Q: 3 clusters Score -6543916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6543925.500000 Penalty: 5418.086426
	Iteration 20F: 3 clusters Score -6543926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6543920.000000 Penalty: 5418.086426
	Iteration 21Q: 3 clusters Score -6543920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6543913.500000 Penalty: 5418.086426
	Iteration 22Q: 3 clusters Score -6543914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6543922.000000 Penalty: 5418.086426
	Iteration 23Q: 3 clusters Score -6543922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6543927.000000 Penalty: 5418.086426
	Iteration 24Q: 3 clusters Score -6543927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6543934.000000 Penalty: 5418.086426
	Iteration 25Q: 3 clusters Score -6543934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6543942.000000 Penalty: 5418.086426
	Iteration 26Q: 3 clusters Score -6543942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6543958.500000 Penalty: 5418.086426
	Iteration 27Q: 3 clusters Score -6543958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6543966.500000 Penalty: 5418.086426
	Iteration 28Q: 3 clusters Score -6543966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6543974.500000 Penalty: 5418.086426
	Iteration 29Q: 3 clusters Score -6543974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6543976.000000 Penalty: 5418.086426
	Iteration 30Q: 3 clusters Score -6543976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6543977.500000 Penalty: 5418.086426
	Iteration 31Q: 3 clusters Score -6543978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6543978.000000 Penalty: 5418.086426
	Iteration 32Q: 3 clusters Score -6543978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6543978.000000 Penalty: 5418.086426
	Iteration 33F: 3 clusters Score -6543978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Entering Unmasked Estep 
Score: -9700546.000000 Penalty: 2809.899658
	Iteration 0F: 2 clusters Score -9700546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -9644824.000000 Penalty: 5619.799316
	Iteration 0F: 3 clusters Score -9644824 nChanged 39077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -9667194.000000 Penalty: 5619.799316
	Iteration 1F: 3 clusters Score -9667194 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -9667958.000000 Penalty: 5619.799316
	Iteration 2Q: 3 clusters Score -9667958 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -9668759.000000 Penalty: 5619.799316
	Iteration 3Q: 3 clusters Score -9668759 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -9669675.000000 Penalty: 5619.799316
	Iteration 4Q: 3 clusters Score -9669675 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -9670781.000000 Penalty: 5619.799316
	Iteration 5Q: 3 clusters Score -9670781 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -9672110.000000 Penalty: 5619.799316
	Iteration 6Q: 3 clusters Score -9672110 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -9673818.000000 Penalty: 5619.799316
	Iteration 7Q: 3 clusters Score -9673818 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -9676109.000000 Penalty: 5619.799316
	Iteration 8Q: 3 clusters Score -9676109 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -9679232.000000 Penalty: 5619.799316
	Iteration 9F: 3 clusters Score -9679232 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -9682914.000000 Penalty: 5619.799316
	Iteration 10F: 3 clusters Score -9682914 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -9686670.000000 Penalty: 5619.799316
	Iteration 11F: 3 clusters Score -9686670 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -9690162.000000 Penalty: 5619.799316
	Iteration 12F: 3 clusters Score -9690162 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -9693017.000000 Penalty: 5619.799316
	Iteration 13Q: 3 clusters Score -9693017 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -9695003.000000 Penalty: 5619.799316
	Iteration 14Q: 3 clusters Score -9695003 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -9696285.000000 Penalty: 5619.799316
	Iteration 15Q: 3 clusters Score -9696285 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -9697047.000000 Penalty: 5619.799316
	Iteration 16Q: 3 clusters Score -9697047 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -9697435.000000 Penalty: 5619.799316
	Iteration 17Q: 3 clusters Score -9697435 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -9697709.000000 Penalty: 5619.799316
	Iteration 18Q: 3 clusters Score -9697709 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -9697853.000000 Penalty: 5619.799316
	Iteration 19Q: 3 clusters Score -9697853 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -9697969.000000 Penalty: 5619.799316
	Iteration 20F: 3 clusters Score -9697969 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -9698046.000000 Penalty: 5619.799316
	Iteration 21Q: 3 clusters Score -9698046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -9698111.000000 Penalty: 5619.799316
	Iteration 22Q: 3 clusters Score -9698111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -9698143.000000 Penalty: 5619.799316
	Iteration 23Q: 3 clusters Score -9698143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -9698171.000000 Penalty: 5619.799316
	Iteration 24Q: 3 clusters Score -9698171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -9698199.000000 Penalty: 5619.799316
	Iteration 25Q: 3 clusters Score -9698199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -9698214.000000 Penalty: 5619.799316
	Iteration 26Q: 3 clusters Score -9698214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -9698228.000000 Penalty: 5619.799316
	Iteration 27Q: 3 clusters Score -9698228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -9698226.000000 Penalty: 5619.799316
	Iteration 28Q: 3 clusters Score -9698226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -9698228.000000 Penalty: 5619.799316
	Iteration 29Q: 3 clusters Score -9698228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -9698229.000000 Penalty: 5619.799316
	Iteration 30Q: 3 clusters Score -9698229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -9698235.000000 Penalty: 5619.799316
	Iteration 31Q: 3 clusters Score -9698235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -9698238.000000 Penalty: 5619.799316
	Iteration 32Q: 3 clusters Score -9698238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -9698238.000000 Penalty: 5619.799316
	Iteration 33Q: 3 clusters Score -9698238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -9698246.000000 Penalty: 5619.799316
	Iteration 34Q: 3 clusters Score -9698246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -9698250.000000 Penalty: 5619.799316
	Iteration 35Q: 3 clusters Score -9698250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -9698248.000000 Penalty: 5619.799316
	Iteration 36Q: 3 clusters Score -9698248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -9698264.000000 Penalty: 5619.799316
	Iteration 37Q: 3 clusters Score -9698264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -9698263.000000 Penalty: 5619.799316
	Iteration 38Q: 3 clusters Score -9698263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -9698276.000000 Penalty: 5619.799316
	Iteration 39Q: 3 clusters Score -9698276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -9698280.000000 Penalty: 5619.799316
	Iteration 40F: 3 clusters Score -9698280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -9698281.000000 Penalty: 5619.799316
	Iteration 41Q: 3 clusters Score -9698281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -9698281.000000 Penalty: 5619.799316
	Iteration 42Q: 3 clusters Score -9698281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -9698283.000000 Penalty: 5619.799316
	Iteration 43Q: 3 clusters Score -9698283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -9698288.000000 Penalty: 5619.799316
	Iteration 44Q: 3 clusters Score -9698288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -9698287.000000 Penalty: 5619.799316
	Iteration 45Q: 3 clusters Score -9698287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -9698293.000000 Penalty: 5619.799316
	Iteration 46Q: 3 clusters Score -9698293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -9698291.000000 Penalty: 5619.799316
	Iteration 47Q: 3 clusters Score -9698291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -9698289.000000 Penalty: 5619.799316
	Iteration 48Q: 3 clusters Score -9698289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -9698294.000000 Penalty: 5619.799316
	Iteration 49Q: 3 clusters Score -9698294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -9698295.000000 Penalty: 5619.799316
	Iteration 50Q: 3 clusters Score -9698295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -9698295.000000 Penalty: 5619.799316
	Iteration 51F: 3 clusters Score -9698295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 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 437 members 
Entering Unmasked Estep 
Score: -84964.664062 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -84964.66 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85362.609375 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85362.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85626.632812 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85626.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85825.351562 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -85825.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86009.875000 Penalty: 3362.277344
	Iteration 4F: 3 clusters Score -86009.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86153.671875 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -86153.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86231.000000 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -86231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86288.500000 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -86288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86310.828125 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -86310.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86320.054688 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -86320.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -86325.984375 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -86325.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -86329.460938 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -86329.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -86333.992188 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -86333.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -86338.992188 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -86338.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -86345.140625 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -86345.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86347.976562 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -86347.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86348.671875 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -86348.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86349.578125 Penalty: 3362.277344
	Iteration 17Q: 3 clusters Score -86349.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86349.578125 Penalty: 3362.277344
	Iteration 18F: 3 clusters Score -86349.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -269517.562500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -269517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -266674.968750 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -266675 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267204.093750 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -267204.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267323.656250 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -267323.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267406.875000 Penalty: 3846.222656
	Iteration 3Q: 3 clusters Score -267406.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -267448.843750 Penalty: 3846.222656
	Iteration 4Q: 3 clusters Score -267448.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -267473.968750 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -267474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -267487.593750 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -267487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267503.656250 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -267503.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267517.281250 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -267517.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -267527.687500 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -267527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267532.406250 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -267532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267533.281250 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -267533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267535.062500 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -267535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267536.125000 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -267536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267538.937500 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -267538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -267542.437500 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -267542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267544.968750 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -267545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -267546.281250 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -267546.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -267550.062500 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -267550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -267551.781250 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -267551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -267552.812500 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -267552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267553.687500 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -267553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267553.750000 Penalty: 3846.222656
	Iteration 22Q: 3 clusters Score -267553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267553.750000 Penalty: 3846.222656
	Iteration 23F: 3 clusters Score -267553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -285821.781250 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -285821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -282859.031250 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -282859 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -283448.156250 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -283448.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -283632.843750 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -283632.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -283757.531250 Penalty: 3890.549072
	Iteration 3Q: 3 clusters Score -283757.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -283881.093750 Penalty: 3890.549072
	Iteration 4Q: 3 clusters Score -283881.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -284015.031250 Penalty: 3890.549072
	Iteration 5Q: 3 clusters Score -284015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -284140.531250 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -284140.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -284262.000000 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -284262 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -284373.031250 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -284373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -284496.062500 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -284496.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -284638.718750 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -284638.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -284778.875000 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -284778.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -284905.000000 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -284905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284980.843750 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -284980.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -285036.187500 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -285036.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -285089.281250 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -285089.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -285133.375000 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -285133.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -285186.968750 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -285187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -285228.656250 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -285228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -285254.906250 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -285254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -285278.781250 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -285278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -285290.750000 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -285290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -285296.656250 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -285296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -285298.312500 Penalty: 3890.549072
	Iteration 23Q: 3 clusters Score -285298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -285300.968750 Penalty: 3890.549072
	Iteration 24Q: 3 clusters Score -285301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -285301.718750 Penalty: 3890.549072
	Iteration 25Q: 3 clusters Score -285301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -285302.500000 Penalty: 3890.549072
	Iteration 26Q: 3 clusters Score -285302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -285303.406250 Penalty: 3890.549072
	Iteration 27Q: 3 clusters Score -285303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -285303.406250 Penalty: 3890.549072
	Iteration 28F: 3 clusters Score -285303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Entering Unmasked Estep 
Score: -8410787.000000 Penalty: 2780.008057
	Iteration 0F: 2 clusters Score -8410787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -8361317.000000 Penalty: 5560.016113
	Iteration 0F: 3 clusters Score -8361317 nChanged 34602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8381005.000000 Penalty: 5560.016113
	Iteration 1F: 3 clusters Score -8381005 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -8381743.000000 Penalty: 5560.016113
	Iteration 2Q: 3 clusters Score -8381743 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -8382501.000000 Penalty: 5560.016113
	Iteration 3Q: 3 clusters Score -8382501 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8383625.000000 Penalty: 5560.016113
	Iteration 4Q: 3 clusters Score -8383625 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -8385410.500000 Penalty: 5560.016113
	Iteration 5Q: 3 clusters Score -8385410 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -8388288.000000 Penalty: 5560.016113
	Iteration 6F: 3 clusters Score -8388288 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -8392825.000000 Penalty: 5560.016113
	Iteration 7F: 3 clusters Score -8392825 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -8398250.000000 Penalty: 5560.016113
	Iteration 8F: 3 clusters Score -8398250 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -8403206.000000 Penalty: 5560.016113
	Iteration 9F: 3 clusters Score -8403206 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -8406141.000000 Penalty: 5560.016113
	Iteration 10Q: 3 clusters Score -8406141 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -8407436.000000 Penalty: 5560.016113
	Iteration 11Q: 3 clusters Score -8407436 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -8407924.000000 Penalty: 5560.016113
	Iteration 12Q: 3 clusters Score -8407924 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -8408148.000000 Penalty: 5560.016113
	Iteration 13Q: 3 clusters Score -8408148 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -8408237.000000 Penalty: 5560.016113
	Iteration 14Q: 3 clusters Score -8408237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -8408288.000000 Penalty: 5560.016113
	Iteration 15Q: 3 clusters Score -8408288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -8408311.000000 Penalty: 5560.016113
	Iteration 16Q: 3 clusters Score -8408311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -8408340.000000 Penalty: 5560.016113
	Iteration 17Q: 3 clusters Score -8408340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -8408360.000000 Penalty: 5560.016113
	Iteration 18Q: 3 clusters Score -8408360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -8408392.000000 Penalty: 5560.016113
	Iteration 19Q: 3 clusters Score -8408392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -8408395.000000 Penalty: 5560.016113
	Iteration 20F: 3 clusters Score -8408395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -8408411.000000 Penalty: 5560.016113
	Iteration 21Q: 3 clusters Score -8408411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -8408407.000000 Penalty: 5560.016113
	Iteration 22Q: 3 clusters Score -8408407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -8408413.000000 Penalty: 5560.016113
	Iteration 23Q: 3 clusters Score -8408413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -8408422.000000 Penalty: 5560.016113
	Iteration 24Q: 3 clusters Score -8408422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -8408422.000000 Penalty: 5560.016113
	Iteration 25Q: 3 clusters Score -8408422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -8408429.000000 Penalty: 5560.016113
	Iteration 26Q: 3 clusters Score -8408429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -8408429.000000 Penalty: 5560.016113
	Iteration 27F: 3 clusters Score -8408429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Entering Unmasked Estep 
Score: -3088144.250000 Penalty: 2521.407715
	Iteration 0F: 2 clusters Score -3088144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3070292.500000 Penalty: 5042.815430
	Iteration 0F: 3 clusters Score -3070292 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3076409.750000 Penalty: 5042.815430
	Iteration 1F: 3 clusters Score -3076410 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3076937.250000 Penalty: 5042.815430
	Iteration 2F: 3 clusters Score -3076937 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3077366.500000 Penalty: 5042.815430
	Iteration 3Q: 3 clusters Score -3077366 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3077783.250000 Penalty: 5042.815430
	Iteration 4Q: 3 clusters Score -3077783 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3078217.250000 Penalty: 5042.815430
	Iteration 5Q: 3 clusters Score -3078217 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3078785.750000 Penalty: 5042.815430
	Iteration 6Q: 3 clusters Score -3078786 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3079412.000000 Penalty: 5042.815430
	Iteration 7Q: 3 clusters Score -3079412 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3080147.000000 Penalty: 5042.815430
	Iteration 8Q: 3 clusters Score -3080147 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3080940.250000 Penalty: 5042.815430
	Iteration 9Q: 3 clusters Score -3080940 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3081695.750000 Penalty: 5042.815430
	Iteration 10Q: 3 clusters Score -3081696 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3082313.000000 Penalty: 5042.815430
	Iteration 11Q: 3 clusters Score -3082313 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3082877.750000 Penalty: 5042.815430
	Iteration 12Q: 3 clusters Score -3082878 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3083298.250000 Penalty: 5042.815430
	Iteration 13Q: 3 clusters Score -3083298 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3083584.750000 Penalty: 5042.815430
	Iteration 14Q: 3 clusters Score -3083585 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3083813.500000 Penalty: 5042.815430
	Iteration 15Q: 3 clusters Score -3083814 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3084047.000000 Penalty: 5042.815430
	Iteration 16Q: 3 clusters Score -3084047 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3084232.000000 Penalty: 5042.815430
	Iteration 17Q: 3 clusters Score -3084232 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3084399.750000 Penalty: 5042.815430
	Iteration 18Q: 3 clusters Score -3084400 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3084582.750000 Penalty: 5042.815430
	Iteration 19Q: 3 clusters Score -3084583 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3084730.250000 Penalty: 5042.815430
	Iteration 20F: 3 clusters Score -3084730 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3084912.250000 Penalty: 5042.815430
	Iteration 21Q: 3 clusters Score -3084912 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3085081.750000 Penalty: 5042.815430
	Iteration 22Q: 3 clusters Score -3085082 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3085247.750000 Penalty: 5042.815430
	Iteration 23Q: 3 clusters Score -3085248 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3085381.500000 Penalty: 5042.815430
	Iteration 24Q: 3 clusters Score -3085382 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3085493.750000 Penalty: 5042.815430
	Iteration 25Q: 3 clusters Score -3085494 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3085574.500000 Penalty: 5042.815430
	Iteration 26Q: 3 clusters Score -3085574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3085642.750000 Penalty: 5042.815430
	Iteration 27Q: 3 clusters Score -3085643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3085702.250000 Penalty: 5042.815430
	Iteration 28Q: 3 clusters Score -3085702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3085760.250000 Penalty: 5042.815430
	Iteration 29Q: 3 clusters Score -3085760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3085799.500000 Penalty: 5042.815430
	Iteration 30Q: 3 clusters Score -3085800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3085830.250000 Penalty: 5042.815430
	Iteration 31Q: 3 clusters Score -3085830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3085871.250000 Penalty: 5042.815430
	Iteration 32Q: 3 clusters Score -3085871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3085902.250000 Penalty: 5042.815430
	Iteration 33Q: 3 clusters Score -3085902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3085913.250000 Penalty: 5042.815430
	Iteration 34Q: 3 clusters Score -3085913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3085943.500000 Penalty: 5042.815430
	Iteration 35Q: 3 clusters Score -3085944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3085964.000000 Penalty: 5042.815430
	Iteration 36Q: 3 clusters Score -3085964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3085971.750000 Penalty: 5042.815430
	Iteration 37Q: 3 clusters Score -3085972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3085975.000000 Penalty: 5042.815430
	Iteration 38Q: 3 clusters Score -3085975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3085973.250000 Penalty: 5042.815430
	Iteration 39Q: 3 clusters Score -3085973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3085975.250000 Penalty: 5042.815430
	Iteration 40F: 3 clusters Score -3085975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3085984.500000 Penalty: 5042.815430
	Iteration 41Q: 3 clusters Score -3085984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3085983.250000 Penalty: 5042.815430
	Iteration 42Q: 3 clusters Score -3085983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3085981.000000 Penalty: 5042.815430
	Iteration 43Q: 3 clusters Score -3085981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3085985.000000 Penalty: 5042.815430
	Iteration 44Q: 3 clusters Score -3085985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3085989.000000 Penalty: 5042.815430
	Iteration 45Q: 3 clusters Score -3085989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3085990.500000 Penalty: 5042.815430
	Iteration 46Q: 3 clusters Score -3085990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3085988.500000 Penalty: 5042.815430
	Iteration 47Q: 3 clusters Score -3085988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3085991.250000 Penalty: 5042.815430
	Iteration 48Q: 3 clusters Score -3085991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3085994.250000 Penalty: 5042.815430
	Iteration 49Q: 3 clusters Score -3085994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3085999.250000 Penalty: 5042.815430
	Iteration 50Q: 3 clusters Score -3085999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3085994.750000 Penalty: 5042.815430
	Iteration 51Q: 3 clusters Score -3085995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3085998.250000 Penalty: 5042.815430
	Iteration 52Q: 3 clusters Score -3085998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3086000.000000 Penalty: 5042.815430
	Iteration 53Q: 3 clusters Score -3086000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3086001.250000 Penalty: 5042.815430
	Iteration 54Q: 3 clusters Score -3086001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3086002.750000 Penalty: 5042.815430
	Iteration 55Q: 3 clusters Score -3086003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3086002.750000 Penalty: 5042.815430
	Iteration 56F: 3 clusters Score -3086003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -149710.171875 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149710.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150154.968750 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150155 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -150642.671875 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -150642.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151306.531250 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -151306.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -151599.734375 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -151599.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -151863.515625 Penalty: 3575.098633
	Iteration 5F: 3 clusters Score -151863.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -152045.390625 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -152045.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -152123.609375 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -152123.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -152158.765625 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -152158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -152166.046875 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -152166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -152171.046875 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -152171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -152174.843750 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -152174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -152180.546875 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -152180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -152181.843750 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -152181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -152183.171875 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -152183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -152197.515625 Penalty: 3575.098633
	Iteration 15F: 3 clusters Score -152197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -152238.656250 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -152238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -152295.515625 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -152295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -152330.156250 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -152330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -152338.515625 Penalty: 3575.098633
	Iteration 19Q: 3 clusters Score -152338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -152340.453125 Penalty: 3575.098633
	Iteration 20F: 3 clusters Score -152340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -152341.906250 Penalty: 3575.098633
	Iteration 21Q: 3 clusters Score -152341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -152346.750000 Penalty: 3575.098633
	Iteration 22Q: 3 clusters Score -152346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152347.718750 Penalty: 3575.098633
	Iteration 23Q: 3 clusters Score -152347.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152347.718750 Penalty: 3575.098633
	Iteration 24F: 3 clusters Score -152347.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47073 members 
Mstep: Class 4 contains 19387 members 
Mstep: Class 5 contains 91749 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54200 members 
Mstep: Class 8 contains 232798 members 
Mstep: Class 9 contains 196218 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 181138 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39638 members 
Mstep: Class 14 contains 55468 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73844 members 
Mstep: Class 20 contains 26029 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216768 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13359 members 
Mstep: Class 26 contains 238813 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5322 members 
Mstep: Class 31 contains 1095 members 
Entering Unmasked Estep 
Score: -183970624.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183972816.000000 to -183970624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -104225.734375 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -104225.7 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 466 members 
Entering Unmasked Estep 
Score: -102314.679688 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -102314.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102552.664062 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -102552.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102619.117188 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -102619.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102651.125000 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -102651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102662.609375 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -102662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102667.679688 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -102667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102670.742188 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -102670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102672.187500 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -102672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102673.406250 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -102673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102676.875000 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -102676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102680.179688 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -102680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102680.179688 Penalty: 3384.349854
	Iteration 11F: 3 clusters Score -102680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216768 members 
Entering Unmasked Estep 
Score: -25521508.000000 Penalty: 3047.072510
	Iteration 0F: 2 clusters Score -2.552151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -25383790.000000 Penalty: 6094.145020
	Iteration 0F: 3 clusters Score -2.538379e+07 nChanged 104665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -25445224.000000 Penalty: 6094.145020
	Iteration 1F: 3 clusters Score -2.544522e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -25446794.000000 Penalty: 6094.145020
	Iteration 2Q: 3 clusters Score -2.544679e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -25448712.000000 Penalty: 6094.145020
	Iteration 3Q: 3 clusters Score -2.544871e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -25451678.000000 Penalty: 6094.145020
	Iteration 4Q: 3 clusters Score -2.545168e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -25455398.000000 Penalty: 6094.145020
	Iteration 5Q: 3 clusters Score -2.54554e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113983 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -25461020.000000 Penalty: 6094.145020
	Iteration 6F: 3 clusters Score -2.546102e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -25468710.000000 Penalty: 6094.145020
	Iteration 7F: 3 clusters Score -2.546871e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -25479098.000000 Penalty: 6094.145020
	Iteration 8F: 3 clusters Score -2.54791e+07 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129513 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -25489878.000000 Penalty: 6094.145020
	Iteration 9F: 3 clusters Score -2.548988e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133842 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -25496958.000000 Penalty: 6094.145020
	Iteration 10F: 3 clusters Score -2.549696e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -25500196.000000 Penalty: 6094.145020
	Iteration 11Q: 3 clusters Score -2.55002e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140094 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -25501588.000000 Penalty: 6094.145020
	Iteration 12Q: 3 clusters Score -2.550159e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -25502612.000000 Penalty: 6094.145020
	Iteration 13Q: 3 clusters Score -2.550261e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -25503616.000000 Penalty: 6094.145020
	Iteration 14Q: 3 clusters Score -2.550362e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -25504470.000000 Penalty: 6094.145020
	Iteration 15Q: 3 clusters Score -2.550447e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -25505448.000000 Penalty: 6094.145020
	Iteration 16Q: 3 clusters Score -2.550545e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -25506438.000000 Penalty: 6094.145020
	Iteration 17Q: 3 clusters Score -2.550644e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -25507532.000000 Penalty: 6094.145020
	Iteration 18Q: 3 clusters Score -2.550753e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -25508504.000000 Penalty: 6094.145020
	Iteration 19Q: 3 clusters Score -2.55085e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -25509454.000000 Penalty: 6094.145020
	Iteration 20F: 3 clusters Score -2.550945e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -25510370.000000 Penalty: 6094.145020
	Iteration 21Q: 3 clusters Score -2.551037e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -25511432.000000 Penalty: 6094.145020
	Iteration 22Q: 3 clusters Score -2.551143e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -25512248.000000 Penalty: 6094.145020
	Iteration 23Q: 3 clusters Score -2.551225e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -25513136.000000 Penalty: 6094.145020
	Iteration 24Q: 3 clusters Score -2.551314e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183293 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -25513912.000000 Penalty: 6094.145020
	Iteration 25Q: 3 clusters Score -2.551391e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186729 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -25514702.000000 Penalty: 6094.145020
	Iteration 26Q: 3 clusters Score -2.55147e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189933 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -25515396.000000 Penalty: 6094.145020
	Iteration 27Q: 3 clusters Score -2.55154e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193002 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -25516172.000000 Penalty: 6094.145020
	Iteration 28Q: 3 clusters Score -2.551617e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -25516694.000000 Penalty: 6094.145020
	Iteration 29Q: 3 clusters Score -2.551669e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -25517344.000000 Penalty: 6094.145020
	Iteration 30Q: 3 clusters Score -2.551734e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200890 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -25517990.000000 Penalty: 6094.145020
	Iteration 31Q: 3 clusters Score -2.551799e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202958 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -25518262.000000 Penalty: 6094.145020
	Iteration 32Q: 3 clusters Score -2.551826e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204782 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -25518736.000000 Penalty: 6094.145020
	Iteration 33Q: 3 clusters Score -2.551874e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206420 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -25518960.000000 Penalty: 6094.145020
	Iteration 34Q: 3 clusters Score -2.551896e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207842 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -25519162.000000 Penalty: 6094.145020
	Iteration 35Q: 3 clusters Score -2.551916e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209017 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -25519154.000000 Penalty: 6094.145020
	Iteration 36Q: 3 clusters Score -2.551915e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210029 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -25519184.000000 Penalty: 6094.145020
	Iteration 37Q: 3 clusters Score -2.551918e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210817 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -25519296.000000 Penalty: 6094.145020
	Iteration 38Q: 3 clusters Score -2.55193e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211520 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -25519340.000000 Penalty: 6094.145020
	Iteration 39Q: 3 clusters Score -2.551934e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -25519498.000000 Penalty: 6094.145020
	Iteration 40F: 3 clusters Score -2.55195e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212729 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -25519578.000000 Penalty: 6094.145020
	Iteration 41Q: 3 clusters Score -2.551958e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213193 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -25519694.000000 Penalty: 6094.145020
	Iteration 42Q: 3 clusters Score -2.551969e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213564 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -25519710.000000 Penalty: 6094.145020
	Iteration 43Q: 3 clusters Score -2.551971e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213865 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -25519750.000000 Penalty: 6094.145020
	Iteration 44Q: 3 clusters Score -2.551975e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25519782.000000 Penalty: 6094.145020
	Iteration 45Q: 3 clusters Score -2.551978e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214348 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -25519760.000000 Penalty: 6094.145020
	Iteration 46Q: 3 clusters Score -2.551976e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214516 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -25519740.000000 Penalty: 6094.145020
	Iteration 47Q: 3 clusters Score -2.551974e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214670 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -25519796.000000 Penalty: 6094.145020
	Iteration 48Q: 3 clusters Score -2.55198e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214791 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -25519762.000000 Penalty: 6094.145020
	Iteration 49Q: 3 clusters Score -2.551976e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214880 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -25519716.000000 Penalty: 6094.145020
	Iteration 50Q: 3 clusters Score -2.551972e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214940 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -25519714.000000 Penalty: 6094.145020
	Iteration 51Q: 3 clusters Score -2.551971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214989 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -25519730.000000 Penalty: 6094.145020
	Iteration 52Q: 3 clusters Score -2.551973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215025 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -25519716.000000 Penalty: 6094.145020
	Iteration 53Q: 3 clusters Score -2.551972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215059 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -25519690.000000 Penalty: 6094.145020
	Iteration 54Q: 3 clusters Score -2.551969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215084 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -25519692.000000 Penalty: 6094.145020
	Iteration 55Q: 3 clusters Score -2.551969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215110 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25519726.000000 Penalty: 6094.145020
	Iteration 56Q: 3 clusters Score -2.551973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215131 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -25519700.000000 Penalty: 6094.145020
	Iteration 57Q: 3 clusters Score -2.55197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215148 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25519688.000000 Penalty: 6094.145020
	Iteration 58Q: 3 clusters Score -2.551969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215171 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -25519678.000000 Penalty: 6094.145020
	Iteration 59Q: 3 clusters Score -2.551968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215196 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -25519700.000000 Penalty: 6094.145020
	Iteration 60F: 3 clusters Score -2.55197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215220 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -25519726.000000 Penalty: 6094.145020
	Iteration 61Q: 3 clusters Score -2.551973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215241 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -25519730.000000 Penalty: 6094.145020
	Iteration 62Q: 3 clusters Score -2.551973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215255 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25519726.000000 Penalty: 6094.145020
	Iteration 63Q: 3 clusters Score -2.551973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215277 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25519722.000000 Penalty: 6094.145020
	Iteration 64Q: 3 clusters Score -2.551972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215294 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -25519744.000000 Penalty: 6094.145020
	Iteration 65Q: 3 clusters Score -2.551974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215313 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25519738.000000 Penalty: 6094.145020
	Iteration 66Q: 3 clusters Score -2.551974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215329 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -25519730.000000 Penalty: 6094.145020
	Iteration 67Q: 3 clusters Score -2.551973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215348 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -25519724.000000 Penalty: 6094.145020
	Iteration 68Q: 3 clusters Score -2.551972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215369 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -25519720.000000 Penalty: 6094.145020
	Iteration 69Q: 3 clusters Score -2.551972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215385 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25519706.000000 Penalty: 6094.145020
	Iteration 70Q: 3 clusters Score -2.551971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215399 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -25519710.000000 Penalty: 6094.145020
	Iteration 71Q: 3 clusters Score -2.551971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215407 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -25519708.000000 Penalty: 6094.145020
	Iteration 72Q: 3 clusters Score -2.551971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215417 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -25519702.000000 Penalty: 6094.145020
	Iteration 73Q: 3 clusters Score -2.55197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215426 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -25519694.000000 Penalty: 6094.145020
	Iteration 74Q: 3 clusters Score -2.551969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215430 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -25519680.000000 Penalty: 6094.145020
	Iteration 75Q: 3 clusters Score -2.551968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215436 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -25519704.000000 Penalty: 6094.145020
	Iteration 76Q: 3 clusters Score -2.55197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215441 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -25519684.000000 Penalty: 6094.145020
	Iteration 77Q: 3 clusters Score -2.551968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215445 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -25519710.000000 Penalty: 6094.145020
	Iteration 78Q: 3 clusters Score -2.551971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215448 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -25519694.000000 Penalty: 6094.145020
	Iteration 79Q: 3 clusters Score -2.551969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215450 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -25519694.000000 Penalty: 6094.145020
	Iteration 80F: 3 clusters Score -2.551969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -130998.015625 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128999.804688 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -128999.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129361.703125 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129361.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129568.312500 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -129568.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -129706.429688 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -129706.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -129811.273438 Penalty: 3501.996338
	Iteration 4F: 3 clusters Score -129811.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129915.804688 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -129915.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -129993.695312 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -129993.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -130042.546875 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -130042.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130065.007812 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -130065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -130092.609375 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -130092.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -130113.265625 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -130113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -130130.781250 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -130130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -130145.382812 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -130145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -130150.945312 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -130150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130152.062500 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -130152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130152.062500 Penalty: 3501.996338
	Iteration 15F: 3 clusters Score -130152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Entering Unmasked Estep 
Score: -1462397.875000 Penalty: 2355.986572
	Iteration 0F: 2 clusters Score -1462398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1452581.750000 Penalty: 4711.973145
	Iteration 0F: 3 clusters Score -1452582 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1455669.875000 Penalty: 4711.973145
	Iteration 1F: 3 clusters Score -1455670 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1456070.500000 Penalty: 4711.973145
	Iteration 2F: 3 clusters Score -1456070 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1456381.125000 Penalty: 4711.973145
	Iteration 3F: 3 clusters Score -1456381 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1456723.500000 Penalty: 4711.973145
	Iteration 4Q: 3 clusters Score -1456724 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1457114.000000 Penalty: 4711.973145
	Iteration 5Q: 3 clusters Score -1457114 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1457432.875000 Penalty: 4711.973145
	Iteration 6Q: 3 clusters Score -1457433 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1457722.000000 Penalty: 4711.973145
	Iteration 7Q: 3 clusters Score -1457722 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1458007.375000 Penalty: 4711.973145
	Iteration 8Q: 3 clusters Score -1458007 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1458249.750000 Penalty: 4711.973145
	Iteration 9Q: 3 clusters Score -1458250 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1458442.500000 Penalty: 4711.973145
	Iteration 10Q: 3 clusters Score -1458442 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1458620.500000 Penalty: 4711.973145
	Iteration 11Q: 3 clusters Score -1458620 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1458813.500000 Penalty: 4711.973145
	Iteration 12Q: 3 clusters Score -1458814 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1458967.375000 Penalty: 4711.973145
	Iteration 13Q: 3 clusters Score -1458967 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1459103.500000 Penalty: 4711.973145
	Iteration 14Q: 3 clusters Score -1459104 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1459250.750000 Penalty: 4711.973145
	Iteration 15Q: 3 clusters Score -1459251 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1459402.500000 Penalty: 4711.973145
	Iteration 16Q: 3 clusters Score -1459402 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1459547.625000 Penalty: 4711.973145
	Iteration 17Q: 3 clusters Score -1459548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1459685.875000 Penalty: 4711.973145
	Iteration 18Q: 3 clusters Score -1459686 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1459801.125000 Penalty: 4711.973145
	Iteration 19Q: 3 clusters Score -1459801 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1459884.125000 Penalty: 4711.973145
	Iteration 20F: 3 clusters Score -1459884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1459953.125000 Penalty: 4711.973145
	Iteration 21Q: 3 clusters Score -1459953 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1460012.625000 Penalty: 4711.973145
	Iteration 22Q: 3 clusters Score -1460013 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1460069.250000 Penalty: 4711.973145
	Iteration 23Q: 3 clusters Score -1460069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1460119.000000 Penalty: 4711.973145
	Iteration 24Q: 3 clusters Score -1460119 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1460163.125000 Penalty: 4711.973145
	Iteration 25Q: 3 clusters Score -1460163 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1460196.875000 Penalty: 4711.973145
	Iteration 26Q: 3 clusters Score -1460197 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1460225.625000 Penalty: 4711.973145
	Iteration 27Q: 3 clusters Score -1460226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1460246.750000 Penalty: 4711.973145
	Iteration 28Q: 3 clusters Score -1460247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1460271.875000 Penalty: 4711.973145
	Iteration 29Q: 3 clusters Score -1460272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1460288.375000 Penalty: 4711.973145
	Iteration 30Q: 3 clusters Score -1460288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1460303.000000 Penalty: 4711.973145
	Iteration 31Q: 3 clusters Score -1460303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1460316.750000 Penalty: 4711.973145
	Iteration 32Q: 3 clusters Score -1460317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1460333.000000 Penalty: 4711.973145
	Iteration 33Q: 3 clusters Score -1460333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1460351.750000 Penalty: 4711.973145
	Iteration 34Q: 3 clusters Score -1460352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1460365.000000 Penalty: 4711.973145
	Iteration 35Q: 3 clusters Score -1460365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1460386.625000 Penalty: 4711.973145
	Iteration 36Q: 3 clusters Score -1460387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1460399.375000 Penalty: 4711.973145
	Iteration 37Q: 3 clusters Score -1460399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1460416.625000 Penalty: 4711.973145
	Iteration 38Q: 3 clusters Score -1460417 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1460433.625000 Penalty: 4711.973145
	Iteration 39Q: 3 clusters Score -1460434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1460445.500000 Penalty: 4711.973145
	Iteration 40F: 3 clusters Score -1460446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1460465.750000 Penalty: 4711.973145
	Iteration 41Q: 3 clusters Score -1460466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1460488.625000 Penalty: 4711.973145
	Iteration 42Q: 3 clusters Score -1460489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1460509.750000 Penalty: 4711.973145
	Iteration 43Q: 3 clusters Score -1460510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1460541.250000 Penalty: 4711.973145
	Iteration 44Q: 3 clusters Score -1460541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1460558.500000 Penalty: 4711.973145
	Iteration 45Q: 3 clusters Score -1460558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1460586.500000 Penalty: 4711.973145
	Iteration 46Q: 3 clusters Score -1460586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1460611.000000 Penalty: 4711.973145
	Iteration 47Q: 3 clusters Score -1460611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1460630.375000 Penalty: 4711.973145
	Iteration 48Q: 3 clusters Score -1460630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1460655.750000 Penalty: 4711.973145
	Iteration 49Q: 3 clusters Score -1460656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1460675.000000 Penalty: 4711.973145
	Iteration 50Q: 3 clusters Score -1460675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1460689.250000 Penalty: 4711.973145
	Iteration 51Q: 3 clusters Score -1460689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1460703.500000 Penalty: 4711.973145
	Iteration 52Q: 3 clusters Score -1460704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1460713.250000 Penalty: 4711.973145
	Iteration 53Q: 3 clusters Score -1460713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1460728.250000 Penalty: 4711.973145
	Iteration 54Q: 3 clusters Score -1460728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1460735.875000 Penalty: 4711.973145
	Iteration 55Q: 3 clusters Score -1460736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1460750.875000 Penalty: 4711.973145
	Iteration 56Q: 3 clusters Score -1460751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1460763.750000 Penalty: 4711.973145
	Iteration 57Q: 3 clusters Score -1460764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1460771.250000 Penalty: 4711.973145
	Iteration 58Q: 3 clusters Score -1460771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1460782.500000 Penalty: 4711.973145
	Iteration 59Q: 3 clusters Score -1460782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1460791.125000 Penalty: 4711.973145
	Iteration 60F: 3 clusters Score -1460791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1460796.250000 Penalty: 4711.973145
	Iteration 61Q: 3 clusters Score -1460796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1460804.750000 Penalty: 4711.973145
	Iteration 62Q: 3 clusters Score -1460805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1460808.500000 Penalty: 4711.973145
	Iteration 63Q: 3 clusters Score -1460808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1460814.375000 Penalty: 4711.973145
	Iteration 64Q: 3 clusters Score -1460814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1460819.375000 Penalty: 4711.973145
	Iteration 65Q: 3 clusters Score -1460819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1460824.125000 Penalty: 4711.973145
	Iteration 66Q: 3 clusters Score -1460824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1460828.500000 Penalty: 4711.973145
	Iteration 67Q: 3 clusters Score -1460828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1460829.250000 Penalty: 4711.973145
	Iteration 68Q: 3 clusters Score -1460829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1460831.375000 Penalty: 4711.973145
	Iteration 69Q: 3 clusters Score -1460831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1460830.125000 Penalty: 4711.973145
	Iteration 70Q: 3 clusters Score -1460830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1460831.125000 Penalty: 4711.973145
	Iteration 71Q: 3 clusters Score -1460831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1460830.000000 Penalty: 4711.973145
	Iteration 72Q: 3 clusters Score -1460830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1460832.375000 Penalty: 4711.973145
	Iteration 73Q: 3 clusters Score -1460832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1460832.250000 Penalty: 4711.973145
	Iteration 74Q: 3 clusters Score -1460832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1460832.750000 Penalty: 4711.973145
	Iteration 75Q: 3 clusters Score -1460833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1460833.375000 Penalty: 4711.973145
	Iteration 76Q: 3 clusters Score -1460833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1460836.250000 Penalty: 4711.973145
	Iteration 77Q: 3 clusters Score -1460836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1460836.125000 Penalty: 4711.973145
	Iteration 78Q: 3 clusters Score -1460836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1460836.000000 Penalty: 4711.973145
	Iteration 79Q: 3 clusters Score -1460836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1460837.500000 Penalty: 4711.973145
	Iteration 80F: 3 clusters Score -1460838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (238813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238813 members 
Entering Unmasked Estep 
Score: -28057682.000000 Penalty: 3071.092285
	Iteration 0F: 2 clusters Score -2.805768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -27904220.000000 Penalty: 6142.184570
	Iteration 0F: 3 clusters Score -2.790422e+07 nChanged 115283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -27971996.000000 Penalty: 6142.184570
	Iteration 1F: 3 clusters Score -2.7972e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -27973124.000000 Penalty: 6142.184570
	Iteration 2Q: 3 clusters Score -2.797312e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -27975032.000000 Penalty: 6142.184570
	Iteration 3Q: 3 clusters Score -2.797503e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140622 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -27978276.000000 Penalty: 6142.184570
	Iteration 4Q: 3 clusters Score -2.797828e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -27984520.000000 Penalty: 6142.184570
	Iteration 5Q: 3 clusters Score -2.798452e+07 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167580 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -27995264.000000 Penalty: 6142.184570
	Iteration 6F: 3 clusters Score -2.799526e+07 nChanged 19828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187304 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -28011022.000000 Penalty: 6142.184570
	Iteration 7F: 3 clusters Score -2.801102e+07 nChanged 20071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207331 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -28027832.000000 Penalty: 6142.184570
	Iteration 8F: 3 clusters Score -2.802783e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222762 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -28040606.000000 Penalty: 6142.184570
	Iteration 9F: 3 clusters Score -2.804061e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231628 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -28048546.000000 Penalty: 6142.184570
	Iteration 10Q: 3 clusters Score -2.804855e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235743 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -28052328.000000 Penalty: 6142.184570
	Iteration 11Q: 3 clusters Score -2.805233e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237364 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -28053748.000000 Penalty: 6142.184570
	Iteration 12Q: 3 clusters Score -2.805375e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237939 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -28054286.000000 Penalty: 6142.184570
	Iteration 13Q: 3 clusters Score -2.805429e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238197 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -28054628.000000 Penalty: 6142.184570
	Iteration 14Q: 3 clusters Score -2.805463e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238299 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -28054752.000000 Penalty: 6142.184570
	Iteration 15Q: 3 clusters Score -2.805475e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238339 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28054794.000000 Penalty: 6142.184570
	Iteration 16Q: 3 clusters Score -2.805479e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238364 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -28054834.000000 Penalty: 6142.184570
	Iteration 17Q: 3 clusters Score -2.805483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -28054876.000000 Penalty: 6142.184570
	Iteration 18Q: 3 clusters Score -2.805488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28054908.000000 Penalty: 6142.184570
	Iteration 19Q: 3 clusters Score -2.805491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -28054920.000000 Penalty: 6142.184570
	Iteration 20F: 3 clusters Score -2.805492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238415 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28054916.000000 Penalty: 6142.184570
	Iteration 21Q: 3 clusters Score -2.805492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238424 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -28054928.000000 Penalty: 6142.184570
	Iteration 22Q: 3 clusters Score -2.805493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28054956.000000 Penalty: 6142.184570
	Iteration 23Q: 3 clusters Score -2.805496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28054968.000000 Penalty: 6142.184570
	Iteration 24Q: 3 clusters Score -2.805497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238432 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28054970.000000 Penalty: 6142.184570
	Iteration 25Q: 3 clusters Score -2.805497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28054984.000000 Penalty: 6142.184570
	Iteration 26Q: 3 clusters Score -2.805498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28054996.000000 Penalty: 6142.184570
	Iteration 27Q: 3 clusters Score -2.8055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28054996.000000 Penalty: 6142.184570
	Iteration 28F: 3 clusters Score -2.8055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -51944.539062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -51944.54 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 258 members 
Entering Unmasked Estep 
Score: -50525.906250 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -50525.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50732.984375 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -50732.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50874.816406 Penalty: 3083.436523
	Iteration 2Q: 3 clusters Score -50874.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51003.929688 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -51003.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51088.000000 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -51088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51124.226562 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -51124.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51140.312500 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -51140.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51144.187500 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -51144.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51147.957031 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -51147.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51160.601562 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -51160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51174.863281 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -51174.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51201.593750 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -51201.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51233.859375 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -51233.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51267.062500 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -51267.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51304.726562 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -51304.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51338.074219 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -51338.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -51358.949219 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -51358.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -51369.535156 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -51369.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51371.500000 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -51371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51373.480469 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -51373.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51376.308594 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -51376.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51382.609375 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -51382.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51382.609375 Penalty: 3083.436523
	Iteration 22F: 3 clusters Score -51382.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52647.566406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52647.57 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 260 members 
Entering Unmasked Estep 
Score: -51217.785156 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51217.79 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51467.230469 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51467.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51568.359375 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51568.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51625.828125 Penalty: 3113.215088
	Iteration 3Q: 3 clusters Score -51625.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51698.242188 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -51698.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51773.359375 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -51773.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51930.902344 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -51930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52136.773438 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -52136.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52199.976562 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -52199.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52266.632812 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -52266.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52319.527344 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -52319.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52352.160156 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -52352.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52368.968750 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -52368.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52377.160156 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -52377.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52386.613281 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -52386.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52401.144531 Penalty: 3113.215088
	Iteration 15Q: 3 clusters Score -52401.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52443.070312 Penalty: 3113.215088
	Iteration 16Q: 3 clusters Score -52443.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52444.242188 Penalty: 3113.215088
	Iteration 17Q: 3 clusters Score -52444.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52458.359375 Penalty: 3113.215088
	Iteration 18F: 3 clusters Score -52458.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52489.007812 Penalty: 3113.215088
	Iteration 19Q: 3 clusters Score -52489.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52493.343750 Penalty: 3113.215088
	Iteration 20F: 3 clusters Score -52493.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52498.238281 Penalty: 3113.215088
	Iteration 21Q: 3 clusters Score -52498.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52506.351562 Penalty: 3113.215088
	Iteration 22Q: 3 clusters Score -52506.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52506.351562 Penalty: 3113.215088
	Iteration 23F: 3 clusters Score -52506.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60011.808594 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60011.81 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 296 members 
Entering Unmasked Estep 
Score: -58347.175781 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -58347.18 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58676.828125 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -58676.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59028.441406 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -59028.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59244.562500 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -59244.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59364.890625 Penalty: 3189.140869
	Iteration 4F: 3 clusters Score -59364.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59483.328125 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59483.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -59557.445312 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59557.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59608.621094 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59608.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59638.964844 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59638.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59662.390625 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59662.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59681.832031 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59681.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59700.710938 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59700.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59703.328125 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59703.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59703.328125 Penalty: 3189.140869
	Iteration 13F: 3 clusters Score -59703.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Entering Unmasked Estep 
Score: -574891.875000 Penalty: 2127.741943
	Iteration 0F: 2 clusters Score -574891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -570132.625000 Penalty: 4255.483887
	Iteration 0F: 3 clusters Score -570132.6 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -571470.187500 Penalty: 4255.483887
	Iteration 1F: 3 clusters Score -571470.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -571938.937500 Penalty: 4255.483887
	Iteration 2F: 3 clusters Score -571938.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -572463.812500 Penalty: 4255.483887
	Iteration 3F: 3 clusters Score -572463.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -573108.375000 Penalty: 4255.483887
	Iteration 4F: 3 clusters Score -573108.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -573626.437500 Penalty: 4255.483887
	Iteration 5F: 3 clusters Score -573626.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -573904.812500 Penalty: 4255.483887
	Iteration 6F: 3 clusters Score -573904.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -574116.937500 Penalty: 4255.483887
	Iteration 7Q: 3 clusters Score -574116.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -574260.812500 Penalty: 4255.483887
	Iteration 8Q: 3 clusters Score -574260.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -574353.625000 Penalty: 4255.483887
	Iteration 9Q: 3 clusters Score -574353.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -574419.062500 Penalty: 4255.483887
	Iteration 10Q: 3 clusters Score -574419.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -574487.562500 Penalty: 4255.483887
	Iteration 11Q: 3 clusters Score -574487.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -574546.250000 Penalty: 4255.483887
	Iteration 12Q: 3 clusters Score -574546.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -574578.187500 Penalty: 4255.483887
	Iteration 13Q: 3 clusters Score -574578.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -574601.750000 Penalty: 4255.483887
	Iteration 14Q: 3 clusters Score -574601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -574620.437500 Penalty: 4255.483887
	Iteration 15Q: 3 clusters Score -574620.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -574630.375000 Penalty: 4255.483887
	Iteration 16Q: 3 clusters Score -574630.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -574638.437500 Penalty: 4255.483887
	Iteration 17Q: 3 clusters Score -574638.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -574645.500000 Penalty: 4255.483887
	Iteration 18Q: 3 clusters Score -574645.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -574650.937500 Penalty: 4255.483887
	Iteration 19Q: 3 clusters Score -574650.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -574653.562500 Penalty: 4255.483887
	Iteration 20F: 3 clusters Score -574653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -574656.312500 Penalty: 4255.483887
	Iteration 21Q: 3 clusters Score -574656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -574656.187500 Penalty: 4255.483887
	Iteration 22Q: 3 clusters Score -574656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -574656.187500 Penalty: 4255.483887
	Iteration 23F: 3 clusters Score -574656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47073 members 
Mstep: Class 4 contains 19387 members 
Mstep: Class 5 contains 91749 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54200 members 
Mstep: Class 8 contains 232798 members 
Mstep: Class 9 contains 196218 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 181138 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39638 members 
Mstep: Class 14 contains 55468 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2332 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73844 members 
Mstep: Class 20 contains 26029 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216768 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13359 members 
Mstep: Class 26 contains 238813 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973072.000000 Penalty: 106334.703125
Iteration 159Q: 31 clusters Score -1.839731e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47068 members 
Mstep: Class 4 contains 19377 members 
Mstep: Class 5 contains 91749 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54197 members 
Mstep: Class 8 contains 233052 members 
Mstep: Class 9 contains 196177 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 181016 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39631 members 
Mstep: Class 14 contains 55477 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73860 members 
Mstep: Class 20 contains 26025 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216741 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13363 members 
Mstep: Class 26 contains 238748 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972880.000000 Penalty: 106334.703125
Iteration 160F: 31 clusters Score -1.839729e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47049 members 
Mstep: Class 4 contains 19374 members 
Mstep: Class 5 contains 91751 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54193 members 
Mstep: Class 8 contains 233289 members 
Mstep: Class 9 contains 196130 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 180924 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39627 members 
Mstep: Class 14 contains 55481 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73869 members 
Mstep: Class 20 contains 26018 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216732 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13362 members 
Mstep: Class 26 contains 238681 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973040.000000 Penalty: 106334.703125
Iteration 161Q: 31 clusters Score -1.83973e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47036 members 
Mstep: Class 4 contains 19369 members 
Mstep: Class 5 contains 91755 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54182 members 
Mstep: Class 8 contains 233523 members 
Mstep: Class 9 contains 196098 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 180814 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39619 members 
Mstep: Class 14 contains 55485 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73885 members 
Mstep: Class 20 contains 26004 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216716 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13358 members 
Mstep: Class 26 contains 238634 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973072.000000 Penalty: 106334.703125
Iteration 162Q: 31 clusters Score -1.839731e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 47026 members 
Mstep: Class 4 contains 19364 members 
Mstep: Class 5 contains 91759 members 
Mstep: Class 6 contains 7891 members 
Mstep: Class 7 contains 54177 members 
Mstep: Class 8 contains 233759 members 
Mstep: Class 9 contains 196061 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 180734 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39607 members 
Mstep: Class 14 contains 55491 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73895 members 
Mstep: Class 20 contains 25992 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216684 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13351 members 
Mstep: Class 26 contains 238580 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973232.000000 Penalty: 106334.703125
Iteration 163Q: 31 clusters Score -1.839732e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 47012 members 
Mstep: Class 4 contains 19360 members 
Mstep: Class 5 contains 91761 members 
Mstep: Class 6 contains 7890 members 
Mstep: Class 7 contains 54169 members 
Mstep: Class 8 contains 234017 members 
Mstep: Class 9 contains 196031 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 180652 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39598 members 
Mstep: Class 14 contains 55496 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 73905 members 
Mstep: Class 20 contains 25984 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216624 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13349 members 
Mstep: Class 26 contains 238522 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973264.000000 Penalty: 106334.703125
Iteration 164Q: 31 clusters Score -1.839733e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 19359 members 
Mstep: Class 5 contains 91759 members 
Mstep: Class 6 contains 7887 members 
Mstep: Class 7 contains 54168 members 
Mstep: Class 8 contains 234245 members 
Mstep: Class 9 contains 195997 members 
Mstep: Class 10 contains 10360 members 
Mstep: Class 11 contains 180572 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39587 members 
Mstep: Class 14 contains 55509 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 73923 members 
Mstep: Class 20 contains 25984 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216564 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13345 members 
Mstep: Class 26 contains 238468 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973120.000000 Penalty: 106334.703125
Iteration 165Q: 31 clusters Score -1.839731e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 46988 members 
Mstep: Class 4 contains 19356 members 
Mstep: Class 5 contains 91756 members 
Mstep: Class 6 contains 7886 members 
Mstep: Class 7 contains 54162 members 
Mstep: Class 8 contains 234488 members 
Mstep: Class 9 contains 195966 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 180495 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39578 members 
Mstep: Class 14 contains 55520 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 73931 members 
Mstep: Class 20 contains 25980 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216518 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13344 members 
Mstep: Class 26 contains 238398 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973376.000000 Penalty: 106334.703125
Iteration 166Q: 31 clusters Score -1.839734e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 46981 members 
Mstep: Class 4 contains 19356 members 
Mstep: Class 5 contains 91759 members 
Mstep: Class 6 contains 7885 members 
Mstep: Class 7 contains 54175 members 
Mstep: Class 8 contains 234725 members 
Mstep: Class 9 contains 195939 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 180377 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39568 members 
Mstep: Class 14 contains 55531 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 73943 members 
Mstep: Class 20 contains 25974 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216479 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 238326 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5341 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 31 clusters Score -1.839733e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 46978 members 
Mstep: Class 4 contains 19352 members 
Mstep: Class 5 contains 91753 members 
Mstep: Class 6 contains 7884 members 
Mstep: Class 7 contains 54178 members 
Mstep: Class 8 contains 234967 members 
Mstep: Class 9 contains 195903 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 180282 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39558 members 
Mstep: Class 14 contains 55549 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 73948 members 
Mstep: Class 20 contains 25967 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216442 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 238259 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5341 members 
Entering Unmasked Estep 
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Iteration 168Q: 31 clusters Score -1.839736e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 46970 members 
Mstep: Class 4 contains 19354 members 
Mstep: Class 5 contains 91751 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 54180 members 
Mstep: Class 8 contains 235224 members 
Mstep: Class 9 contains 195870 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 180177 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39547 members 
Mstep: Class 14 contains 55557 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 73952 members 
Mstep: Class 20 contains 25964 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216402 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 238190 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5341 members 
Entering Unmasked Estep 
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Iteration 169Q: 31 clusters Score -1.839736e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 46960 members 
Mstep: Class 4 contains 19357 members 
Mstep: Class 5 contains 91751 members 
Mstep: Class 6 contains 7883 members 
Mstep: Class 7 contains 54186 members 
Mstep: Class 8 contains 235498 members 
Mstep: Class 9 contains 195834 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 180044 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39533 members 
Mstep: Class 14 contains 55563 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 73966 members 
Mstep: Class 20 contains 25960 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216381 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 238111 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5340 members 
Entering Unmasked Estep 
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Iteration 170Q: 31 clusters Score -1.839736e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 19357 members 
Mstep: Class 5 contains 91753 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54198 members 
Mstep: Class 8 contains 235765 members 
Mstep: Class 9 contains 195788 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 179923 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39517 members 
Mstep: Class 14 contains 55569 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 73992 members 
Mstep: Class 20 contains 25957 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216353 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 238032 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5341 members 
Entering Unmasked Estep 
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Iteration 171Q: 31 clusters Score -1.839738e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 19353 members 
Mstep: Class 5 contains 91768 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54191 members 
Mstep: Class 8 contains 236054 members 
Mstep: Class 9 contains 195745 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 179813 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39496 members 
Mstep: Class 14 contains 55574 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 74003 members 
Mstep: Class 20 contains 25950 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216328 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 237944 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5344 members 
Entering Unmasked Estep 
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Iteration 172Q: 31 clusters Score -1.839738e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46920 members 
Mstep: Class 4 contains 19347 members 
Mstep: Class 5 contains 91779 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54182 members 
Mstep: Class 8 contains 236327 members 
Mstep: Class 9 contains 195687 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 179723 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39478 members 
Mstep: Class 14 contains 55580 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2330 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 74014 members 
Mstep: Class 20 contains 25947 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216297 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 237864 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5345 members 
Entering Unmasked Estep 
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Iteration 173Q: 31 clusters Score -1.839738e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46909 members 
Mstep: Class 4 contains 19344 members 
Mstep: Class 5 contains 91780 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54182 members 
Mstep: Class 8 contains 236587 members 
Mstep: Class 9 contains 195643 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 179619 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39467 members 
Mstep: Class 14 contains 55589 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 74025 members 
Mstep: Class 20 contains 25934 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216270 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 237789 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5346 members 
Entering Unmasked Estep 
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Iteration 174Q: 31 clusters Score -1.83974e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46891 members 
Mstep: Class 4 contains 19341 members 
Mstep: Class 5 contains 91775 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54177 members 
Mstep: Class 8 contains 236860 members 
Mstep: Class 9 contains 195600 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 179497 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39465 members 
Mstep: Class 14 contains 55597 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2320 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 74035 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216268 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 237713 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5348 members 
Entering Unmasked Estep 
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Iteration 175Q: 31 clusters Score -1.839743e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 46874 members 
Mstep: Class 4 contains 19337 members 
Mstep: Class 5 contains 91765 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54170 members 
Mstep: Class 8 contains 237130 members 
Mstep: Class 9 contains 195550 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 179376 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39453 members 
Mstep: Class 14 contains 55602 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 74049 members 
Mstep: Class 20 contains 25928 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216256 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 237663 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5350 members 
Entering Unmasked Estep 
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Iteration 176Q: 31 clusters Score -1.839744e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 46866 members 
Mstep: Class 4 contains 19334 members 
Mstep: Class 5 contains 91774 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54163 members 
Mstep: Class 8 contains 237383 members 
Mstep: Class 9 contains 195528 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 179234 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39436 members 
Mstep: Class 14 contains 55607 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 74060 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216240 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 237602 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5352 members 
Entering Unmasked Estep 
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Iteration 177Q: 31 clusters Score -1.839744e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 46855 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 91782 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54162 members 
Mstep: Class 8 contains 237600 members 
Mstep: Class 9 contains 195500 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 179133 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39423 members 
Mstep: Class 14 contains 55610 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2307 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 74066 members 
Mstep: Class 20 contains 25933 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216228 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 237542 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5353 members 
Entering Unmasked Estep 
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Iteration 178Q: 31 clusters Score -1.839748e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46848 members 
Mstep: Class 4 contains 19323 members 
Mstep: Class 5 contains 91789 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 7 contains 54158 members 
Mstep: Class 8 contains 237808 members 
Mstep: Class 9 contains 195462 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 11 contains 179051 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39415 members 
Mstep: Class 14 contains 55615 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74069 members 
Mstep: Class 20 contains 25932 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216208 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 237485 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5355 members 
Entering Unmasked Estep 
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Iteration 179Q: 31 clusters Score -1.839747e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46838 members 
Mstep: Class 4 contains 19324 members 
Mstep: Class 5 contains 91801 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54157 members 
Mstep: Class 8 contains 238018 members 
Mstep: Class 9 contains 195424 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 11 contains 178949 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39398 members 
Mstep: Class 14 contains 55622 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74070 members 
Mstep: Class 20 contains 25930 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216186 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 237451 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 31 clusters Score -1.839748e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46823 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 91810 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54149 members 
Mstep: Class 8 contains 238194 members 
Mstep: Class 9 contains 195375 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 178874 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39388 members 
Mstep: Class 14 contains 55628 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74074 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216178 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 237431 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
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Iteration 181Q: 31 clusters Score -1.839749e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46813 members 
Mstep: Class 4 contains 19316 members 
Mstep: Class 5 contains 91817 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54144 members 
Mstep: Class 8 contains 238365 members 
Mstep: Class 9 contains 195312 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 178818 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39382 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74077 members 
Mstep: Class 20 contains 25919 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216176 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 237407 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5355 members 
Entering Unmasked Estep 
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Iteration 182Q: 31 clusters Score -1.83975e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46805 members 
Mstep: Class 4 contains 19312 members 
Mstep: Class 5 contains 91827 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54138 members 
Mstep: Class 8 contains 238505 members 
Mstep: Class 9 contains 195273 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 178736 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39372 members 
Mstep: Class 14 contains 55647 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74081 members 
Mstep: Class 20 contains 25916 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216180 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 237392 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5355 members 
Entering Unmasked Estep 
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Iteration 183Q: 31 clusters Score -1.839752e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 46805 members 
Mstep: Class 4 contains 19310 members 
Mstep: Class 5 contains 91834 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54134 members 
Mstep: Class 8 contains 238666 members 
Mstep: Class 9 contains 195227 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 178658 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39368 members 
Mstep: Class 14 contains 55659 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74079 members 
Mstep: Class 20 contains 25919 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216173 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 237358 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5353 members 
Entering Unmasked Estep 
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Iteration 184Q: 31 clusters Score -1.839751e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 46804 members 
Mstep: Class 4 contains 19306 members 
Mstep: Class 5 contains 91848 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54130 members 
Mstep: Class 8 contains 238784 members 
Mstep: Class 9 contains 195200 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 178598 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39368 members 
Mstep: Class 14 contains 55667 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 74080 members 
Mstep: Class 20 contains 25924 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216158 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 237323 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5352 members 
Entering Unmasked Estep 
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Iteration 185Q: 31 clusters Score -1.83975e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 46799 members 
Mstep: Class 4 contains 19305 members 
Mstep: Class 5 contains 91861 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54126 members 
Mstep: Class 8 contains 238902 members 
Mstep: Class 9 contains 195168 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 178558 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39366 members 
Mstep: Class 14 contains 55671 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74078 members 
Mstep: Class 20 contains 25926 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216145 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 237292 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5350 members 
Entering Unmasked Estep 
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Iteration 186Q: 31 clusters Score -1.839751e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 46796 members 
Mstep: Class 4 contains 19302 members 
Mstep: Class 5 contains 91874 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54122 members 
Mstep: Class 8 contains 239006 members 
Mstep: Class 9 contains 195146 members 
Mstep: Class 10 contains 10354 members 
Mstep: Class 11 contains 178527 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39364 members 
Mstep: Class 14 contains 55676 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74082 members 
Mstep: Class 20 contains 25926 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216131 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 237250 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975136.000000 Penalty: 106334.703125
Iteration 187Q: 31 clusters Score -1.839751e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46788 members 
Mstep: Class 4 contains 19302 members 
Mstep: Class 5 contains 91882 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54117 members 
Mstep: Class 8 contains 239108 members 
Mstep: Class 9 contains 195125 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 178496 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39362 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74081 members 
Mstep: Class 20 contains 25924 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216118 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 237225 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975072.000000 Penalty: 106334.703125
Iteration 188Q: 31 clusters Score -1.839751e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 19299 members 
Mstep: Class 5 contains 91892 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54115 members 
Mstep: Class 8 contains 239199 members 
Mstep: Class 9 contains 195101 members 
Mstep: Class 10 contains 10350 members 
Mstep: Class 11 contains 178473 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39361 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74080 members 
Mstep: Class 20 contains 25921 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216114 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 237200 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974864.000000 Penalty: 106334.703125
Iteration 189Q: 31 clusters Score -1.839749e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46773 members 
Mstep: Class 4 contains 19297 members 
Mstep: Class 5 contains 91897 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54110 members 
Mstep: Class 8 contains 239281 members 
Mstep: Class 9 contains 195084 members 
Mstep: Class 10 contains 10350 members 
Mstep: Class 11 contains 178435 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39362 members 
Mstep: Class 14 contains 55677 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74084 members 
Mstep: Class 20 contains 25918 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216101 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 237180 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975072.000000 Penalty: 106334.703125
Iteration 190Q: 31 clusters Score -1.839751e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46771 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 91914 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54097 members 
Mstep: Class 8 contains 239370 members 
Mstep: Class 9 contains 195070 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 178399 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39363 members 
Mstep: Class 14 contains 55679 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74087 members 
Mstep: Class 20 contains 25909 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216093 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 237158 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975152.000000 Penalty: 106334.703125
Iteration 191Q: 31 clusters Score -1.839752e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46766 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 91935 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54087 members 
Mstep: Class 8 contains 239452 members 
Mstep: Class 9 contains 195037 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 178364 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39361 members 
Mstep: Class 14 contains 55681 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74092 members 
Mstep: Class 20 contains 25910 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216087 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 237141 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975024.000000 Penalty: 106334.703125
Iteration 192Q: 31 clusters Score -1.83975e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46762 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 91945 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54087 members 
Mstep: Class 8 contains 239527 members 
Mstep: Class 9 contains 195023 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 178331 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39354 members 
Mstep: Class 14 contains 55681 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74093 members 
Mstep: Class 20 contains 25905 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216075 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 237127 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975312.000000 Penalty: 106334.703125
Iteration 193Q: 31 clusters Score -1.839753e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 46760 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 91958 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54084 members 
Mstep: Class 8 contains 239608 members 
Mstep: Class 9 contains 194995 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178297 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39347 members 
Mstep: Class 14 contains 55682 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74091 members 
Mstep: Class 20 contains 25902 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216064 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 237116 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975472.000000 Penalty: 106334.703125
Iteration 194Q: 31 clusters Score -1.839755e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 46759 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 91969 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54085 members 
Mstep: Class 8 contains 239682 members 
Mstep: Class 9 contains 194979 members 
Mstep: Class 10 contains 10344 members 
Mstep: Class 11 contains 178263 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39346 members 
Mstep: Class 14 contains 55682 members 
Mstep: Class 15 contains 83301 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74095 members 
Mstep: Class 20 contains 25898 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216047 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13345 members 
Mstep: Class 26 contains 237098 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975504.000000 Penalty: 106334.703125
Iteration 195Q: 31 clusters Score -1.839755e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 46756 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 91981 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54087 members 
Mstep: Class 8 contains 239769 members 
Mstep: Class 9 contains 194958 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178220 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39339 members 
Mstep: Class 14 contains 55682 members 
Mstep: Class 15 contains 83301 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74097 members 
Mstep: Class 20 contains 25892 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216047 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13345 members 
Mstep: Class 26 contains 237075 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975600.000000 Penalty: 106334.703125
Iteration 196Q: 31 clusters Score -1.839756e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 46754 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 91993 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54089 members 
Mstep: Class 8 contains 239849 members 
Mstep: Class 9 contains 194935 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178173 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39340 members 
Mstep: Class 14 contains 55684 members 
Mstep: Class 15 contains 83301 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 74098 members 
Mstep: Class 20 contains 25890 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216042 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 237058 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975680.000000 Penalty: 106334.703125
Iteration 197Q: 31 clusters Score -1.839757e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46753 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92009 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54088 members 
Mstep: Class 8 contains 239925 members 
Mstep: Class 9 contains 194921 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178122 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39338 members 
Mstep: Class 14 contains 55685 members 
Mstep: Class 15 contains 83301 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 74101 members 
Mstep: Class 20 contains 25888 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216032 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13344 members 
Mstep: Class 26 contains 237043 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975584.000000 Penalty: 106334.703125
Iteration 198Q: 31 clusters Score -1.839756e+08 nChanged 195
Entering ConstructFrom: 
Score: -183975584.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -456180.687500 Penalty: 2058.592773
	Iteration 0F: 2 clusters Score -456180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -452237.468750 Penalty: 4117.185547
	Iteration 0F: 3 clusters Score -452237.5 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -453145.000000 Penalty: 4117.185547
	Iteration 1F: 3 clusters Score -453145 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -453355.625000 Penalty: 4117.185547
	Iteration 2F: 3 clusters Score -453355.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -453504.406250 Penalty: 4117.185547
	Iteration 3F: 3 clusters Score -453504.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -453618.468750 Penalty: 4117.185547
	Iteration 4Q: 3 clusters Score -453618.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -453734.625000 Penalty: 4117.185547
	Iteration 5Q: 3 clusters Score -453734.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -453853.843750 Penalty: 4117.185547
	Iteration 6Q: 3 clusters Score -453853.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -453949.906250 Penalty: 4117.185547
	Iteration 7Q: 3 clusters Score -453949.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -454030.468750 Penalty: 4117.185547
	Iteration 8Q: 3 clusters Score -454030.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -454101.500000 Penalty: 4117.185547
	Iteration 9Q: 3 clusters Score -454101.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -454157.281250 Penalty: 4117.185547
	Iteration 10Q: 3 clusters Score -454157.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -454203.156250 Penalty: 4117.185547
	Iteration 11Q: 3 clusters Score -454203.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -454233.687500 Penalty: 4117.185547
	Iteration 12Q: 3 clusters Score -454233.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -454267.375000 Penalty: 4117.185547
	Iteration 13Q: 3 clusters Score -454267.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -454293.406250 Penalty: 4117.185547
	Iteration 14Q: 3 clusters Score -454293.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -454316.531250 Penalty: 4117.185547
	Iteration 15Q: 3 clusters Score -454316.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -454341.562500 Penalty: 4117.185547
	Iteration 16Q: 3 clusters Score -454341.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -454374.500000 Penalty: 4117.185547
	Iteration 17Q: 3 clusters Score -454374.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -454407.968750 Penalty: 4117.185547
	Iteration 18Q: 3 clusters Score -454408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -454434.031250 Penalty: 4117.185547
	Iteration 19Q: 3 clusters Score -454434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -454463.750000 Penalty: 4117.185547
	Iteration 20F: 3 clusters Score -454463.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -454493.750000 Penalty: 4117.185547
	Iteration 21Q: 3 clusters Score -454493.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -454520.562500 Penalty: 4117.185547
	Iteration 22Q: 3 clusters Score -454520.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -454556.343750 Penalty: 4117.185547
	Iteration 23Q: 3 clusters Score -454556.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -454623.093750 Penalty: 4117.185547
	Iteration 24Q: 3 clusters Score -454623.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -454685.218750 Penalty: 4117.185547
	Iteration 25Q: 3 clusters Score -454685.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -454741.187500 Penalty: 4117.185547
	Iteration 26Q: 3 clusters Score -454741.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -454784.093750 Penalty: 4117.185547
	Iteration 27Q: 3 clusters Score -454784.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -454806.562500 Penalty: 4117.185547
	Iteration 28Q: 3 clusters Score -454806.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -454818.093750 Penalty: 4117.185547
	Iteration 29Q: 3 clusters Score -454818.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -454829.125000 Penalty: 4117.185547
	Iteration 30Q: 3 clusters Score -454829.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -454834.343750 Penalty: 4117.185547
	Iteration 31Q: 3 clusters Score -454834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -454839.437500 Penalty: 4117.185547
	Iteration 32Q: 3 clusters Score -454839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -454845.750000 Penalty: 4117.185547
	Iteration 33Q: 3 clusters Score -454845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -454848.000000 Penalty: 4117.185547
	Iteration 34Q: 3 clusters Score -454848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -454850.781250 Penalty: 4117.185547
	Iteration 35Q: 3 clusters Score -454850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -454852.093750 Penalty: 4117.185547
	Iteration 36Q: 3 clusters Score -454852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -454852.093750 Penalty: 4117.185547
	Iteration 37F: 3 clusters Score -454852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -211643.062500 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -211643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -209079.968750 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -209080 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -209559.687500 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -209559.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -209694.625000 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -209694.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -209776.750000 Penalty: 3762.551270
	Iteration 3Q: 3 clusters Score -209776.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209834.656250 Penalty: 3762.551270
	Iteration 4Q: 3 clusters Score -209834.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209894.375000 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -209894.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -209943.421875 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -209943.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -209979.937500 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -209979.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210003.984375 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -210004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -210026.156250 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -210026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -210043.796875 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -210043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -210057.015625 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -210057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210068.140625 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -210068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210077.515625 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -210077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210084.953125 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -210085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -210091.250000 Penalty: 3762.551270
	Iteration 15Q: 3 clusters Score -210091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210098.296875 Penalty: 3762.551270
	Iteration 16Q: 3 clusters Score -210098.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -210109.250000 Penalty: 3762.551270
	Iteration 17Q: 3 clusters Score -210109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210118.328125 Penalty: 3762.551270
	Iteration 18Q: 3 clusters Score -210118.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210133.125000 Penalty: 3762.551270
	Iteration 19Q: 3 clusters Score -210133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210151.578125 Penalty: 3762.551270
	Iteration 20F: 3 clusters Score -210151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -210163.062500 Penalty: 3762.551270
	Iteration 21Q: 3 clusters Score -210163.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210177.109375 Penalty: 3762.551270
	Iteration 22Q: 3 clusters Score -210177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210186.406250 Penalty: 3762.551270
	Iteration 23Q: 3 clusters Score -210186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210199.171875 Penalty: 3762.551270
	Iteration 24Q: 3 clusters Score -210199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210205.000000 Penalty: 3762.551270
	Iteration 25Q: 3 clusters Score -210205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210212.062500 Penalty: 3762.551270
	Iteration 26Q: 3 clusters Score -210212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -210216.890625 Penalty: 3762.551270
	Iteration 27Q: 3 clusters Score -210216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -210220.437500 Penalty: 3762.551270
	Iteration 28Q: 3 clusters Score -210220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -210226.500000 Penalty: 3762.551270
	Iteration 29Q: 3 clusters Score -210226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -210229.531250 Penalty: 3762.551270
	Iteration 30Q: 3 clusters Score -210229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210230.687500 Penalty: 3762.551270
	Iteration 31Q: 3 clusters Score -210230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210232.140625 Penalty: 3762.551270
	Iteration 32Q: 3 clusters Score -210232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210233.625000 Penalty: 3762.551270
	Iteration 33Q: 3 clusters Score -210233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210234.218750 Penalty: 3762.551270
	Iteration 34Q: 3 clusters Score -210234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -210234.640625 Penalty: 3762.551270
	Iteration 35Q: 3 clusters Score -210234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -210235.281250 Penalty: 3762.551270
	Iteration 36Q: 3 clusters Score -210235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210235.984375 Penalty: 3762.551270
	Iteration 37Q: 3 clusters Score -210236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210235.984375 Penalty: 3762.551270
	Iteration 38F: 3 clusters Score -210236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Entering Unmasked Estep 
Score: -5508646.000000 Penalty: 2666.647705
	Iteration 0F: 2 clusters Score -5508646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5477192.500000 Penalty: 5333.295410
	Iteration 0F: 3 clusters Score -5477192 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5489109.000000 Penalty: 5333.295410
	Iteration 1F: 3 clusters Score -5489109 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5490393.000000 Penalty: 5333.295410
	Iteration 2F: 3 clusters Score -5490393 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -5492208.000000 Penalty: 5333.295410
	Iteration 3F: 3 clusters Score -5492208 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5494750.500000 Penalty: 5333.295410
	Iteration 4F: 3 clusters Score -5494750 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5497666.500000 Penalty: 5333.295410
	Iteration 5F: 3 clusters Score -5497666 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5500342.500000 Penalty: 5333.295410
	Iteration 6F: 3 clusters Score -5500342 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5502158.000000 Penalty: 5333.295410
	Iteration 7F: 3 clusters Score -5502158 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -5503319.500000 Penalty: 5333.295410
	Iteration 8Q: 3 clusters Score -5503320 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5504066.500000 Penalty: 5333.295410
	Iteration 9Q: 3 clusters Score -5504066 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5504641.500000 Penalty: 5333.295410
	Iteration 10Q: 3 clusters Score -5504642 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5505135.000000 Penalty: 5333.295410
	Iteration 11Q: 3 clusters Score -5505135 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5505502.000000 Penalty: 5333.295410
	Iteration 12Q: 3 clusters Score -5505502 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5505890.000000 Penalty: 5333.295410
	Iteration 13Q: 3 clusters Score -5505890 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5506207.500000 Penalty: 5333.295410
	Iteration 14Q: 3 clusters Score -5506208 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5506461.500000 Penalty: 5333.295410
	Iteration 15Q: 3 clusters Score -5506462 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -5506679.000000 Penalty: 5333.295410
	Iteration 16Q: 3 clusters Score -5506679 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -5506904.000000 Penalty: 5333.295410
	Iteration 17Q: 3 clusters Score -5506904 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5507106.000000 Penalty: 5333.295410
	Iteration 18Q: 3 clusters Score -5507106 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5507246.000000 Penalty: 5333.295410
	Iteration 19Q: 3 clusters Score -5507246 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5507339.000000 Penalty: 5333.295410
	Iteration 20F: 3 clusters Score -5507339 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5507394.000000 Penalty: 5333.295410
	Iteration 21Q: 3 clusters Score -5507394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -5507448.500000 Penalty: 5333.295410
	Iteration 22Q: 3 clusters Score -5507448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -5507489.000000 Penalty: 5333.295410
	Iteration 23Q: 3 clusters Score -5507489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -5507502.500000 Penalty: 5333.295410
	Iteration 24Q: 3 clusters Score -5507502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5507525.500000 Penalty: 5333.295410
	Iteration 25Q: 3 clusters Score -5507526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -5507534.500000 Penalty: 5333.295410
	Iteration 26Q: 3 clusters Score -5507534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5507548.500000 Penalty: 5333.295410
	Iteration 27Q: 3 clusters Score -5507548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5507550.500000 Penalty: 5333.295410
	Iteration 28Q: 3 clusters Score -5507550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5507546.500000 Penalty: 5333.295410
	Iteration 29Q: 3 clusters Score -5507546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5507550.000000 Penalty: 5333.295410
	Iteration 30Q: 3 clusters Score -5507550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5507551.000000 Penalty: 5333.295410
	Iteration 31Q: 3 clusters Score -5507551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5507551.500000 Penalty: 5333.295410
	Iteration 32Q: 3 clusters Score -5507552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -5507547.000000 Penalty: 5333.295410
	Iteration 33Q: 3 clusters Score -5507547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -5507547.000000 Penalty: 5333.295410
	Iteration 34F: 3 clusters Score -5507547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Entering Unmasked Estep 
Score: -2241614.250000 Penalty: 2447.126709
	Iteration 0F: 2 clusters Score -2241614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2228070.500000 Penalty: 4894.253418
	Iteration 0F: 3 clusters Score -2228070 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2232600.500000 Penalty: 4894.253418
	Iteration 1F: 3 clusters Score -2232600 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2233131.250000 Penalty: 4894.253418
	Iteration 2F: 3 clusters Score -2233131 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2233640.250000 Penalty: 4894.253418
	Iteration 3F: 3 clusters Score -2233640 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2234265.000000 Penalty: 4894.253418
	Iteration 4F: 3 clusters Score -2234265 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2235061.250000 Penalty: 4894.253418
	Iteration 5F: 3 clusters Score -2235061 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2236061.250000 Penalty: 4894.253418
	Iteration 6F: 3 clusters Score -2236061 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2237056.500000 Penalty: 4894.253418
	Iteration 7F: 3 clusters Score -2237056 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2237930.250000 Penalty: 4894.253418
	Iteration 8F: 3 clusters Score -2237930 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2238677.500000 Penalty: 4894.253418
	Iteration 9Q: 3 clusters Score -2238678 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2239242.250000 Penalty: 4894.253418
	Iteration 10Q: 3 clusters Score -2239242 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2239662.750000 Penalty: 4894.253418
	Iteration 11Q: 3 clusters Score -2239663 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2239973.500000 Penalty: 4894.253418
	Iteration 12Q: 3 clusters Score -2239974 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2240176.750000 Penalty: 4894.253418
	Iteration 13Q: 3 clusters Score -2240177 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2240364.500000 Penalty: 4894.253418
	Iteration 14Q: 3 clusters Score -2240364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2240550.250000 Penalty: 4894.253418
	Iteration 15Q: 3 clusters Score -2240550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2240708.750000 Penalty: 4894.253418
	Iteration 16Q: 3 clusters Score -2240709 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2240841.750000 Penalty: 4894.253418
	Iteration 17Q: 3 clusters Score -2240842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2240921.750000 Penalty: 4894.253418
	Iteration 18Q: 3 clusters Score -2240922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2240971.750000 Penalty: 4894.253418
	Iteration 19Q: 3 clusters Score -2240972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2241003.750000 Penalty: 4894.253418
	Iteration 20F: 3 clusters Score -2241004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2241022.750000 Penalty: 4894.253418
	Iteration 21Q: 3 clusters Score -2241023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2241054.000000 Penalty: 4894.253418
	Iteration 22Q: 3 clusters Score -2241054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2241062.500000 Penalty: 4894.253418
	Iteration 23Q: 3 clusters Score -2241062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2241076.000000 Penalty: 4894.253418
	Iteration 24Q: 3 clusters Score -2241076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2241082.500000 Penalty: 4894.253418
	Iteration 25Q: 3 clusters Score -2241082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2241086.750000 Penalty: 4894.253418
	Iteration 26Q: 3 clusters Score -2241087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2241102.000000 Penalty: 4894.253418
	Iteration 27Q: 3 clusters Score -2241102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2241109.500000 Penalty: 4894.253418
	Iteration 28Q: 3 clusters Score -2241110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2241115.000000 Penalty: 4894.253418
	Iteration 29Q: 3 clusters Score -2241115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2241124.500000 Penalty: 4894.253418
	Iteration 30Q: 3 clusters Score -2241124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2241154.750000 Penalty: 4894.253418
	Iteration 31Q: 3 clusters Score -2241155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2241162.500000 Penalty: 4894.253418
	Iteration 32Q: 3 clusters Score -2241162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2241180.000000 Penalty: 4894.253418
	Iteration 33Q: 3 clusters Score -2241180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2241190.750000 Penalty: 4894.253418
	Iteration 34Q: 3 clusters Score -2241191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2241202.250000 Penalty: 4894.253418
	Iteration 35Q: 3 clusters Score -2241202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2241206.750000 Penalty: 4894.253418
	Iteration 36Q: 3 clusters Score -2241207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2241209.750000 Penalty: 4894.253418
	Iteration 37Q: 3 clusters Score -2241210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2241214.000000 Penalty: 4894.253418
	Iteration 38Q: 3 clusters Score -2241214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2241216.500000 Penalty: 4894.253418
	Iteration 39Q: 3 clusters Score -2241216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2241214.000000 Penalty: 4894.253418
	Iteration 40F: 3 clusters Score -2241214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2241217.500000 Penalty: 4894.253418
	Iteration 41Q: 3 clusters Score -2241218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2241216.000000 Penalty: 4894.253418
	Iteration 42Q: 3 clusters Score -2241216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2241219.750000 Penalty: 4894.253418
	Iteration 43Q: 3 clusters Score -2241220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2241218.750000 Penalty: 4894.253418
	Iteration 44Q: 3 clusters Score -2241219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2241224.750000 Penalty: 4894.253418
	Iteration 45Q: 3 clusters Score -2241225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2241223.750000 Penalty: 4894.253418
	Iteration 46Q: 3 clusters Score -2241224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2241224.750000 Penalty: 4894.253418
	Iteration 47Q: 3 clusters Score -2241225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2241226.000000 Penalty: 4894.253418
	Iteration 48Q: 3 clusters Score -2241226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2241224.750000 Penalty: 4894.253418
	Iteration 49Q: 3 clusters Score -2241225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2241224.000000 Penalty: 4894.253418
	Iteration 50Q: 3 clusters Score -2241224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2241224.000000 Penalty: 4894.253418
	Iteration 51F: 3 clusters Score -2241224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Entering Unmasked Estep 
Score: -10892050.000000 Penalty: 2834.575195
	Iteration 0F: 2 clusters Score -1.089205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -10830533.000000 Penalty: 5669.150391
	Iteration 0F: 3 clusters Score -1.083053e+07 nChanged 43331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -10855128.000000 Penalty: 5669.150391
	Iteration 1F: 3 clusters Score -1.085513e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -10855953.000000 Penalty: 5669.150391
	Iteration 2Q: 3 clusters Score -1.085595e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -10856999.000000 Penalty: 5669.150391
	Iteration 3Q: 3 clusters Score -1.0857e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -10858541.000000 Penalty: 5669.150391
	Iteration 4Q: 3 clusters Score -1.085854e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -10860679.000000 Penalty: 5669.150391
	Iteration 5Q: 3 clusters Score -1.086068e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -10863625.000000 Penalty: 5669.150391
	Iteration 6F: 3 clusters Score -1.086362e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -10867327.000000 Penalty: 5669.150391
	Iteration 7F: 3 clusters Score -1.086733e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -10871623.000000 Penalty: 5669.150391
	Iteration 8F: 3 clusters Score -1.087162e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -10875618.000000 Penalty: 5669.150391
	Iteration 9F: 3 clusters Score -1.087562e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -10878693.000000 Penalty: 5669.150391
	Iteration 10Q: 3 clusters Score -1.087869e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -10880871.000000 Penalty: 5669.150391
	Iteration 11Q: 3 clusters Score -1.088087e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -10882186.000000 Penalty: 5669.150391
	Iteration 12Q: 3 clusters Score -1.088219e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -10883222.000000 Penalty: 5669.150391
	Iteration 13Q: 3 clusters Score -1.088322e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -10883974.000000 Penalty: 5669.150391
	Iteration 14Q: 3 clusters Score -1.088397e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -10884791.000000 Penalty: 5669.150391
	Iteration 15Q: 3 clusters Score -1.088479e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -10885568.000000 Penalty: 5669.150391
	Iteration 16Q: 3 clusters Score -1.088557e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -10886256.000000 Penalty: 5669.150391
	Iteration 17Q: 3 clusters Score -1.088626e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -10886941.000000 Penalty: 5669.150391
	Iteration 18Q: 3 clusters Score -1.088694e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -10887498.000000 Penalty: 5669.150391
	Iteration 19Q: 3 clusters Score -1.08875e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -10888020.000000 Penalty: 5669.150391
	Iteration 20F: 3 clusters Score -1.088802e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -10888450.000000 Penalty: 5669.150391
	Iteration 21Q: 3 clusters Score -1.088845e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10888816.000000 Penalty: 5669.150391
	Iteration 22Q: 3 clusters Score -1.088882e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -10889047.000000 Penalty: 5669.150391
	Iteration 23Q: 3 clusters Score -1.088905e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10889243.000000 Penalty: 5669.150391
	Iteration 24Q: 3 clusters Score -1.088924e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10889393.000000 Penalty: 5669.150391
	Iteration 25Q: 3 clusters Score -1.088939e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10889501.000000 Penalty: 5669.150391
	Iteration 26Q: 3 clusters Score -1.08895e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10889562.000000 Penalty: 5669.150391
	Iteration 27Q: 3 clusters Score -1.088956e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10889642.000000 Penalty: 5669.150391
	Iteration 28Q: 3 clusters Score -1.088964e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10889695.000000 Penalty: 5669.150391
	Iteration 29Q: 3 clusters Score -1.08897e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -10889716.000000 Penalty: 5669.150391
	Iteration 30Q: 3 clusters Score -1.088972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10889761.000000 Penalty: 5669.150391
	Iteration 31Q: 3 clusters Score -1.088976e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10889790.000000 Penalty: 5669.150391
	Iteration 32Q: 3 clusters Score -1.088979e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10889813.000000 Penalty: 5669.150391
	Iteration 33Q: 3 clusters Score -1.088981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10889809.000000 Penalty: 5669.150391
	Iteration 34Q: 3 clusters Score -1.088981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10889836.000000 Penalty: 5669.150391
	Iteration 35Q: 3 clusters Score -1.088984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10889849.000000 Penalty: 5669.150391
	Iteration 36Q: 3 clusters Score -1.088985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10889855.000000 Penalty: 5669.150391
	Iteration 37Q: 3 clusters Score -1.088986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10889861.000000 Penalty: 5669.150391
	Iteration 38Q: 3 clusters Score -1.088986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10889852.000000 Penalty: 5669.150391
	Iteration 39Q: 3 clusters Score -1.088985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90809 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10889852.000000 Penalty: 5669.150391
	Iteration 40F: 3 clusters Score -1.088985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10889856.000000 Penalty: 5669.150391
	Iteration 41Q: 3 clusters Score -1.088986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10889870.000000 Penalty: 5669.150391
	Iteration 42Q: 3 clusters Score -1.088987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10889874.000000 Penalty: 5669.150391
	Iteration 43Q: 3 clusters Score -1.088987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -10889891.000000 Penalty: 5669.150391
	Iteration 44Q: 3 clusters Score -1.088989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10889896.000000 Penalty: 5669.150391
	Iteration 45Q: 3 clusters Score -1.08899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10889900.000000 Penalty: 5669.150391
	Iteration 46Q: 3 clusters Score -1.08899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10889906.000000 Penalty: 5669.150391
	Iteration 47Q: 3 clusters Score -1.088991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10889919.000000 Penalty: 5669.150391
	Iteration 48Q: 3 clusters Score -1.088992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10889909.000000 Penalty: 5669.150391
	Iteration 49Q: 3 clusters Score -1.088991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10889908.000000 Penalty: 5669.150391
	Iteration 50Q: 3 clusters Score -1.088991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10889909.000000 Penalty: 5669.150391
	Iteration 51Q: 3 clusters Score -1.088991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10889913.000000 Penalty: 5669.150391
	Iteration 52Q: 3 clusters Score -1.088991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10889909.000000 Penalty: 5669.150391
	Iteration 53Q: 3 clusters Score -1.088991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10889909.000000 Penalty: 5669.150391
	Iteration 54F: 3 clusters Score -1.088991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Entering Unmasked Estep 
Score: -874698.187500 Penalty: 2225.108154
	Iteration 0F: 2 clusters Score -874698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -868454.625000 Penalty: 4450.216309
	Iteration 0F: 3 clusters Score -868454.6 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -870222.562500 Penalty: 4450.216309
	Iteration 1F: 3 clusters Score -870222.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -870620.250000 Penalty: 4450.216309
	Iteration 2F: 3 clusters Score -870620.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -871039.875000 Penalty: 4450.216309
	Iteration 3F: 3 clusters Score -871039.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -871484.312500 Penalty: 4450.216309
	Iteration 4F: 3 clusters Score -871484.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -871960.625000 Penalty: 4450.216309
	Iteration 5F: 3 clusters Score -871960.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -872406.687500 Penalty: 4450.216309
	Iteration 6F: 3 clusters Score -872406.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -872791.812500 Penalty: 4450.216309
	Iteration 7F: 3 clusters Score -872791.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -873061.125000 Penalty: 4450.216309
	Iteration 8Q: 3 clusters Score -873061.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -873216.375000 Penalty: 4450.216309
	Iteration 9Q: 3 clusters Score -873216.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -873338.625000 Penalty: 4450.216309
	Iteration 10Q: 3 clusters Score -873338.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -873416.812500 Penalty: 4450.216309
	Iteration 11Q: 3 clusters Score -873416.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -873465.000000 Penalty: 4450.216309
	Iteration 12Q: 3 clusters Score -873465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -873500.312500 Penalty: 4450.216309
	Iteration 13Q: 3 clusters Score -873500.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -873523.937500 Penalty: 4450.216309
	Iteration 14Q: 3 clusters Score -873523.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -873543.500000 Penalty: 4450.216309
	Iteration 15Q: 3 clusters Score -873543.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -873561.187500 Penalty: 4450.216309
	Iteration 16Q: 3 clusters Score -873561.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -873578.312500 Penalty: 4450.216309
	Iteration 17Q: 3 clusters Score -873578.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -873587.937500 Penalty: 4450.216309
	Iteration 18Q: 3 clusters Score -873587.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -873600.812500 Penalty: 4450.216309
	Iteration 19Q: 3 clusters Score -873600.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -873614.687500 Penalty: 4450.216309
	Iteration 20F: 3 clusters Score -873614.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -873627.312500 Penalty: 4450.216309
	Iteration 21Q: 3 clusters Score -873627.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -873638.375000 Penalty: 4450.216309
	Iteration 22Q: 3 clusters Score -873638.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -873650.687500 Penalty: 4450.216309
	Iteration 23Q: 3 clusters Score -873650.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -873657.312500 Penalty: 4450.216309
	Iteration 24Q: 3 clusters Score -873657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -873666.500000 Penalty: 4450.216309
	Iteration 25Q: 3 clusters Score -873666.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -873675.312500 Penalty: 4450.216309
	Iteration 26Q: 3 clusters Score -873675.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -873679.625000 Penalty: 4450.216309
	Iteration 27Q: 3 clusters Score -873679.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -873682.187500 Penalty: 4450.216309
	Iteration 28Q: 3 clusters Score -873682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -873684.062500 Penalty: 4450.216309
	Iteration 29Q: 3 clusters Score -873684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -873687.812500 Penalty: 4450.216309
	Iteration 30Q: 3 clusters Score -873687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -873690.625000 Penalty: 4450.216309
	Iteration 31Q: 3 clusters Score -873690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -873694.875000 Penalty: 4450.216309
	Iteration 32Q: 3 clusters Score -873694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -873696.312500 Penalty: 4450.216309
	Iteration 33Q: 3 clusters Score -873696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -873697.250000 Penalty: 4450.216309
	Iteration 34Q: 3 clusters Score -873697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -873696.750000 Penalty: 4450.216309
	Iteration 35Q: 3 clusters Score -873696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -873697.437500 Penalty: 4450.216309
	Iteration 36Q: 3 clusters Score -873697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -873697.625000 Penalty: 4450.216309
	Iteration 37Q: 3 clusters Score -873697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -873698.312500 Penalty: 4450.216309
	Iteration 38Q: 3 clusters Score -873698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -873699.125000 Penalty: 4450.216309
	Iteration 39Q: 3 clusters Score -873699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -873698.062500 Penalty: 4450.216309
	Iteration 40F: 3 clusters Score -873698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -873699.062500 Penalty: 4450.216309
	Iteration 41Q: 3 clusters Score -873699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -873699.062500 Penalty: 4450.216309
	Iteration 42F: 3 clusters Score -873699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Entering Unmasked Estep 
Score: -6431619.500000 Penalty: 2702.790527
	Iteration 0F: 2 clusters Score -6431620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6395276.000000 Penalty: 5405.581055
	Iteration 0F: 3 clusters Score -6395276 nChanged 25050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6409456.000000 Penalty: 5405.581055
	Iteration 1F: 3 clusters Score -6409456 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6410284.000000 Penalty: 5405.581055
	Iteration 2Q: 3 clusters Score -6410284 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -6411184.000000 Penalty: 5405.581055
	Iteration 3Q: 3 clusters Score -6411184 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6412146.000000 Penalty: 5405.581055
	Iteration 4Q: 3 clusters Score -6412146 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -6413115.000000 Penalty: 5405.581055
	Iteration 5Q: 3 clusters Score -6413115 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -6414284.000000 Penalty: 5405.581055
	Iteration 6Q: 3 clusters Score -6414284 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -6415782.500000 Penalty: 5405.581055
	Iteration 7Q: 3 clusters Score -6415782 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -6417697.500000 Penalty: 5405.581055
	Iteration 8F: 3 clusters Score -6417698 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -6420161.500000 Penalty: 5405.581055
	Iteration 9F: 3 clusters Score -6420162 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -6422893.000000 Penalty: 5405.581055
	Iteration 10F: 3 clusters Score -6422893 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -6425277.000000 Penalty: 5405.581055
	Iteration 11F: 3 clusters Score -6425277 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6427009.000000 Penalty: 5405.581055
	Iteration 12Q: 3 clusters Score -6427009 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6428084.000000 Penalty: 5405.581055
	Iteration 13Q: 3 clusters Score -6428084 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6428642.500000 Penalty: 5405.581055
	Iteration 14Q: 3 clusters Score -6428642 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6428932.000000 Penalty: 5405.581055
	Iteration 15Q: 3 clusters Score -6428932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6429079.000000 Penalty: 5405.581055
	Iteration 16Q: 3 clusters Score -6429079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6429151.500000 Penalty: 5405.581055
	Iteration 17Q: 3 clusters Score -6429152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6429191.000000 Penalty: 5405.581055
	Iteration 18Q: 3 clusters Score -6429191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6429234.000000 Penalty: 5405.581055
	Iteration 19Q: 3 clusters Score -6429234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6429251.500000 Penalty: 5405.581055
	Iteration 20F: 3 clusters Score -6429252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6429261.500000 Penalty: 5405.581055
	Iteration 21Q: 3 clusters Score -6429262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6429285.500000 Penalty: 5405.581055
	Iteration 22Q: 3 clusters Score -6429286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6429302.000000 Penalty: 5405.581055
	Iteration 23Q: 3 clusters Score -6429302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6429304.000000 Penalty: 5405.581055
	Iteration 24Q: 3 clusters Score -6429304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6429308.000000 Penalty: 5405.581055
	Iteration 25Q: 3 clusters Score -6429308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6429318.500000 Penalty: 5405.581055
	Iteration 26Q: 3 clusters Score -6429318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6429323.000000 Penalty: 5405.581055
	Iteration 27Q: 3 clusters Score -6429323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6429323.500000 Penalty: 5405.581055
	Iteration 28Q: 3 clusters Score -6429324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6429333.000000 Penalty: 5405.581055
	Iteration 29Q: 3 clusters Score -6429333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6429347.000000 Penalty: 5405.581055
	Iteration 30Q: 3 clusters Score -6429347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6429342.500000 Penalty: 5405.581055
	Iteration 31Q: 3 clusters Score -6429342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6429352.500000 Penalty: 5405.581055
	Iteration 32Q: 3 clusters Score -6429352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6429357.000000 Penalty: 5405.581055
	Iteration 33Q: 3 clusters Score -6429357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6429364.500000 Penalty: 5405.581055
	Iteration 34Q: 3 clusters Score -6429364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6429375.500000 Penalty: 5405.581055
	Iteration 35Q: 3 clusters Score -6429376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6429374.000000 Penalty: 5405.581055
	Iteration 36Q: 3 clusters Score -6429374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6429382.500000 Penalty: 5405.581055
	Iteration 37Q: 3 clusters Score -6429382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6429382.500000 Penalty: 5405.581055
	Iteration 38F: 3 clusters Score -6429382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (239997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239997 members 
Entering Unmasked Estep 
Score: -28072910.000000 Penalty: 3072.318848
	Iteration 0F: 2 clusters Score -2.807291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -27916320.000000 Penalty: 6144.637695
	Iteration 0F: 3 clusters Score -2.791632e+07 nChanged 115614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -27985104.000000 Penalty: 6144.637695
	Iteration 1F: 3 clusters Score -2.79851e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130014 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -27986568.000000 Penalty: 6144.637695
	Iteration 2Q: 3 clusters Score -2.798657e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -27988400.000000 Penalty: 6144.637695
	Iteration 3Q: 3 clusters Score -2.79884e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142627 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -27991756.000000 Penalty: 6144.637695
	Iteration 4Q: 3 clusters Score -2.799176e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -27997458.000000 Penalty: 6144.637695
	Iteration 5Q: 3 clusters Score -2.799746e+07 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -28007650.000000 Penalty: 6144.637695
	Iteration 6F: 3 clusters Score -2.800765e+07 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188472 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -28023374.000000 Penalty: 6144.637695
	Iteration 7F: 3 clusters Score -2.802337e+07 nChanged 18851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207139 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -28039900.000000 Penalty: 6144.637695
	Iteration 8F: 3 clusters Score -2.80399e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220957 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -28052664.000000 Penalty: 6144.637695
	Iteration 9F: 3 clusters Score -2.805266e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228926 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -28060674.000000 Penalty: 6144.637695
	Iteration 10Q: 3 clusters Score -2.806067e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232999 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -28064860.000000 Penalty: 6144.637695
	Iteration 11Q: 3 clusters Score -2.806486e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234977 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -28067050.000000 Penalty: 6144.637695
	Iteration 12Q: 3 clusters Score -2.806705e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236064 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -28068100.000000 Penalty: 6144.637695
	Iteration 13Q: 3 clusters Score -2.80681e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236706 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -28068636.000000 Penalty: 6144.637695
	Iteration 14Q: 3 clusters Score -2.806864e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237128 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -28069060.000000 Penalty: 6144.637695
	Iteration 15Q: 3 clusters Score -2.806906e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237440 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -28069268.000000 Penalty: 6144.637695
	Iteration 16Q: 3 clusters Score -2.806927e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237642 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -28069396.000000 Penalty: 6144.637695
	Iteration 17Q: 3 clusters Score -2.80694e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237787 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -28069516.000000 Penalty: 6144.637695
	Iteration 18Q: 3 clusters Score -2.806952e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237901 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -28069602.000000 Penalty: 6144.637695
	Iteration 19Q: 3 clusters Score -2.80696e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237995 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -28069664.000000 Penalty: 6144.637695
	Iteration 20F: 3 clusters Score -2.806966e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238076 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -28069718.000000 Penalty: 6144.637695
	Iteration 21Q: 3 clusters Score -2.806972e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238158 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -28069768.000000 Penalty: 6144.637695
	Iteration 22Q: 3 clusters Score -2.806977e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238225 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -28069786.000000 Penalty: 6144.637695
	Iteration 23Q: 3 clusters Score -2.806979e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238266 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -28069832.000000 Penalty: 6144.637695
	Iteration 24Q: 3 clusters Score -2.806983e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238298 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -28069858.000000 Penalty: 6144.637695
	Iteration 25Q: 3 clusters Score -2.806986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238333 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -28069848.000000 Penalty: 6144.637695
	Iteration 26Q: 3 clusters Score -2.806985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238356 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -28069858.000000 Penalty: 6144.637695
	Iteration 27Q: 3 clusters Score -2.806986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238369 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -28069880.000000 Penalty: 6144.637695
	Iteration 28Q: 3 clusters Score -2.806988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238378 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -28069858.000000 Penalty: 6144.637695
	Iteration 29Q: 3 clusters Score -2.806986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238391 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -28069870.000000 Penalty: 6144.637695
	Iteration 30Q: 3 clusters Score -2.806987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238400 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -28069884.000000 Penalty: 6144.637695
	Iteration 31Q: 3 clusters Score -2.806988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238407 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -28069864.000000 Penalty: 6144.637695
	Iteration 32Q: 3 clusters Score -2.806986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238416 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -28069878.000000 Penalty: 6144.637695
	Iteration 33Q: 3 clusters Score -2.806988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238426 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -28069872.000000 Penalty: 6144.637695
	Iteration 34Q: 3 clusters Score -2.806987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238432 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -28069894.000000 Penalty: 6144.637695
	Iteration 35Q: 3 clusters Score -2.806989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238436 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -28069902.000000 Penalty: 6144.637695
	Iteration 36Q: 3 clusters Score -2.80699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238444 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -28069880.000000 Penalty: 6144.637695
	Iteration 37Q: 3 clusters Score -2.806988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238456 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -28069904.000000 Penalty: 6144.637695
	Iteration 38Q: 3 clusters Score -2.80699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238466 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -28069912.000000 Penalty: 6144.637695
	Iteration 39Q: 3 clusters Score -2.806991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238478 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -28069930.000000 Penalty: 6144.637695
	Iteration 40F: 3 clusters Score -2.806993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238486 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -28069956.000000 Penalty: 6144.637695
	Iteration 41Q: 3 clusters Score -2.806996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238494 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -28069996.000000 Penalty: 6144.637695
	Iteration 42Q: 3 clusters Score -2.807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238504 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -28069962.000000 Penalty: 6144.637695
	Iteration 43Q: 3 clusters Score -2.806996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238514 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -28070000.000000 Penalty: 6144.637695
	Iteration 44Q: 3 clusters Score -2.807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238523 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28069998.000000 Penalty: 6144.637695
	Iteration 45Q: 3 clusters Score -2.807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238531 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -28070032.000000 Penalty: 6144.637695
	Iteration 46Q: 3 clusters Score -2.807003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238540 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -28070040.000000 Penalty: 6144.637695
	Iteration 47Q: 3 clusters Score -2.807004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238546 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -28070024.000000 Penalty: 6144.637695
	Iteration 48Q: 3 clusters Score -2.807002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238547 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -28070038.000000 Penalty: 6144.637695
	Iteration 49Q: 3 clusters Score -2.807004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238548 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -28070030.000000 Penalty: 6144.637695
	Iteration 50Q: 3 clusters Score -2.807003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238549 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -28070032.000000 Penalty: 6144.637695
	Iteration 51Q: 3 clusters Score -2.807003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238553 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -28070034.000000 Penalty: 6144.637695
	Iteration 52Q: 3 clusters Score -2.807003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -28070038.000000 Penalty: 6144.637695
	Iteration 53Q: 3 clusters Score -2.807004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238564 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -28070040.000000 Penalty: 6144.637695
	Iteration 54Q: 3 clusters Score -2.807004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238569 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -28070056.000000 Penalty: 6144.637695
	Iteration 55Q: 3 clusters Score -2.807006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238576 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -28070054.000000 Penalty: 6144.637695
	Iteration 56Q: 3 clusters Score -2.807005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238580 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -28070052.000000 Penalty: 6144.637695
	Iteration 57Q: 3 clusters Score -2.807005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238581 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -28070046.000000 Penalty: 6144.637695
	Iteration 58Q: 3 clusters Score -2.807005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238584 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -28070038.000000 Penalty: 6144.637695
	Iteration 59Q: 3 clusters Score -2.807004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238584 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -28070038.000000 Penalty: 6144.637695
	Iteration 60F: 3 clusters Score -2.807004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (194915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194915 members 
Entering Unmasked Estep 
Score: -22957402.000000 Penalty: 3020.718994
	Iteration 0F: 2 clusters Score -2.29574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -22829248.000000 Penalty: 6041.437988
	Iteration 0F: 3 clusters Score -2.282925e+07 nChanged 93826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -22884264.000000 Penalty: 6041.437988
	Iteration 1F: 3 clusters Score -2.288426e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -22885472.000000 Penalty: 6041.437988
	Iteration 2Q: 3 clusters Score -2.288547e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -22887042.000000 Penalty: 6041.437988
	Iteration 3Q: 3 clusters Score -2.288704e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103330 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -22889024.000000 Penalty: 6041.437988
	Iteration 4Q: 3 clusters Score -2.288902e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -22891748.000000 Penalty: 6041.437988
	Iteration 5Q: 3 clusters Score -2.289175e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -22895224.000000 Penalty: 6041.437988
	Iteration 6Q: 3 clusters Score -2.289522e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -22899694.000000 Penalty: 6041.437988
	Iteration 7Q: 3 clusters Score -2.289969e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119751 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -22904892.000000 Penalty: 6041.437988
	Iteration 8F: 3 clusters Score -2.290489e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -22910964.000000 Penalty: 6041.437988
	Iteration 9F: 3 clusters Score -2.291096e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132584 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -22918000.000000 Penalty: 6041.437988
	Iteration 10F: 3 clusters Score -2.2918e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138772 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -22924878.000000 Penalty: 6041.437988
	Iteration 11F: 3 clusters Score -2.292488e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -22930886.000000 Penalty: 6041.437988
	Iteration 12Q: 3 clusters Score -2.293089e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -22934994.000000 Penalty: 6041.437988
	Iteration 13Q: 3 clusters Score -2.293499e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -22937658.000000 Penalty: 6041.437988
	Iteration 14Q: 3 clusters Score -2.293766e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -22939700.000000 Penalty: 6041.437988
	Iteration 15Q: 3 clusters Score -2.29397e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160298 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -22941536.000000 Penalty: 6041.437988
	Iteration 16Q: 3 clusters Score -2.294154e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -22943168.000000 Penalty: 6041.437988
	Iteration 17Q: 3 clusters Score -2.294317e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -22944738.000000 Penalty: 6041.437988
	Iteration 18Q: 3 clusters Score -2.294474e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170635 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -22946370.000000 Penalty: 6041.437988
	Iteration 19Q: 3 clusters Score -2.294637e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173748 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -22947694.000000 Penalty: 6041.437988
	Iteration 20F: 3 clusters Score -2.294769e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -22948826.000000 Penalty: 6041.437988
	Iteration 21Q: 3 clusters Score -2.294883e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179054 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -22949798.000000 Penalty: 6041.437988
	Iteration 22Q: 3 clusters Score -2.29498e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181173 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -22950638.000000 Penalty: 6041.437988
	Iteration 23Q: 3 clusters Score -2.295064e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -22951382.000000 Penalty: 6041.437988
	Iteration 24Q: 3 clusters Score -2.295138e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -22952044.000000 Penalty: 6041.437988
	Iteration 25Q: 3 clusters Score -2.295204e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185857 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -22952478.000000 Penalty: 6041.437988
	Iteration 26Q: 3 clusters Score -2.295248e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187061 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -22952794.000000 Penalty: 6041.437988
	Iteration 27Q: 3 clusters Score -2.295279e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188112 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -22953222.000000 Penalty: 6041.437988
	Iteration 28Q: 3 clusters Score -2.295322e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -22953546.000000 Penalty: 6041.437988
	Iteration 29Q: 3 clusters Score -2.295355e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189718 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -22953810.000000 Penalty: 6041.437988
	Iteration 30Q: 3 clusters Score -2.295381e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -22954028.000000 Penalty: 6041.437988
	Iteration 31Q: 3 clusters Score -2.295403e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190803 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -22954102.000000 Penalty: 6041.437988
	Iteration 32Q: 3 clusters Score -2.29541e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191205 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -22954196.000000 Penalty: 6041.437988
	Iteration 33Q: 3 clusters Score -2.29542e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191548 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -22954258.000000 Penalty: 6041.437988
	Iteration 34Q: 3 clusters Score -2.295426e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191825 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22954380.000000 Penalty: 6041.437988
	Iteration 35Q: 3 clusters Score -2.295438e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192065 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22954382.000000 Penalty: 6041.437988
	Iteration 36Q: 3 clusters Score -2.295438e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192263 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -22954456.000000 Penalty: 6041.437988
	Iteration 37Q: 3 clusters Score -2.295446e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192432 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22954512.000000 Penalty: 6041.437988
	Iteration 38Q: 3 clusters Score -2.295451e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192576 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -22954528.000000 Penalty: 6041.437988
	Iteration 39Q: 3 clusters Score -2.295453e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22954614.000000 Penalty: 6041.437988
	Iteration 40F: 3 clusters Score -2.295461e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192830 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22954600.000000 Penalty: 6041.437988
	Iteration 41Q: 3 clusters Score -2.29546e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -22954646.000000 Penalty: 6041.437988
	Iteration 42Q: 3 clusters Score -2.295465e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192990 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22954660.000000 Penalty: 6041.437988
	Iteration 43Q: 3 clusters Score -2.295466e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193049 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22954724.000000 Penalty: 6041.437988
	Iteration 44Q: 3 clusters Score -2.295472e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193103 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22954696.000000 Penalty: 6041.437988
	Iteration 45Q: 3 clusters Score -2.29547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193149 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22954736.000000 Penalty: 6041.437988
	Iteration 46Q: 3 clusters Score -2.295474e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22954744.000000 Penalty: 6041.437988
	Iteration 47Q: 3 clusters Score -2.295474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193233 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22954766.000000 Penalty: 6041.437988
	Iteration 48Q: 3 clusters Score -2.295477e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193267 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22954780.000000 Penalty: 6041.437988
	Iteration 49Q: 3 clusters Score -2.295478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -22954800.000000 Penalty: 6041.437988
	Iteration 50Q: 3 clusters Score -2.29548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193321 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22954830.000000 Penalty: 6041.437988
	Iteration 51Q: 3 clusters Score -2.295483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193351 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22954856.000000 Penalty: 6041.437988
	Iteration 52Q: 3 clusters Score -2.295486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -22954866.000000 Penalty: 6041.437988
	Iteration 53Q: 3 clusters Score -2.295487e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193393 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -22954858.000000 Penalty: 6041.437988
	Iteration 54Q: 3 clusters Score -2.295486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193409 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22954874.000000 Penalty: 6041.437988
	Iteration 55Q: 3 clusters Score -2.295487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193425 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -22954886.000000 Penalty: 6041.437988
	Iteration 56Q: 3 clusters Score -2.295489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193446 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22954880.000000 Penalty: 6041.437988
	Iteration 57Q: 3 clusters Score -2.295488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193466 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22954888.000000 Penalty: 6041.437988
	Iteration 58Q: 3 clusters Score -2.295489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193480 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22954896.000000 Penalty: 6041.437988
	Iteration 59Q: 3 clusters Score -2.29549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193495 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22954904.000000 Penalty: 6041.437988
	Iteration 60F: 3 clusters Score -2.29549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193503 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22954916.000000 Penalty: 6041.437988
	Iteration 61Q: 3 clusters Score -2.295492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22954928.000000 Penalty: 6041.437988
	Iteration 62Q: 3 clusters Score -2.295493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193534 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22954960.000000 Penalty: 6041.437988
	Iteration 63Q: 3 clusters Score -2.295496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193552 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22954954.000000 Penalty: 6041.437988
	Iteration 64Q: 3 clusters Score -2.295495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193557 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22954956.000000 Penalty: 6041.437988
	Iteration 65Q: 3 clusters Score -2.295496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193559 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22954954.000000 Penalty: 6041.437988
	Iteration 66Q: 3 clusters Score -2.295495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193562 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22954966.000000 Penalty: 6041.437988
	Iteration 67Q: 3 clusters Score -2.295497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193564 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22954962.000000 Penalty: 6041.437988
	Iteration 68Q: 3 clusters Score -2.295496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22954974.000000 Penalty: 6041.437988
	Iteration 69Q: 3 clusters Score -2.295497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193568 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22954978.000000 Penalty: 6041.437988
	Iteration 70Q: 3 clusters Score -2.295498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193571 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22954988.000000 Penalty: 6041.437988
	Iteration 71Q: 3 clusters Score -2.295499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22954994.000000 Penalty: 6041.437988
	Iteration 72Q: 3 clusters Score -2.295499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22954994.000000 Penalty: 6041.437988
	Iteration 73Q: 3 clusters Score -2.295499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22954986.000000 Penalty: 6041.437988
	Iteration 74Q: 3 clusters Score -2.295499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193581 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22954990.000000 Penalty: 6041.437988
	Iteration 75Q: 3 clusters Score -2.295499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22955000.000000 Penalty: 6041.437988
	Iteration 76Q: 3 clusters Score -2.2955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22955006.000000 Penalty: 6041.437988
	Iteration 77Q: 3 clusters Score -2.295501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22955002.000000 Penalty: 6041.437988
	Iteration 78Q: 3 clusters Score -2.2955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193581 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22955004.000000 Penalty: 6041.437988
	Iteration 79Q: 3 clusters Score -2.2955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22954998.000000 Penalty: 6041.437988
	Iteration 80F: 3 clusters Score -2.2955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193578 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -22955002.000000 Penalty: 6041.437988
	Iteration 81Q: 3 clusters Score -2.2955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22954994.000000 Penalty: 6041.437988
	Iteration 82Q: 3 clusters Score -2.295499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22954992.000000 Penalty: 6041.437988
	Iteration 83Q: 3 clusters Score -2.295499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22954996.000000 Penalty: 6041.437988
	Iteration 84Q: 3 clusters Score -2.2955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193588 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22954996.000000 Penalty: 6041.437988
	Iteration 85Q: 3 clusters Score -2.2955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193588 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22954996.000000 Penalty: 6041.437988
	Iteration 86F: 3 clusters Score -2.2955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -1185496.500000 Penalty: 2292.528076
	Iteration 0F: 2 clusters Score -1185496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1177586.625000 Penalty: 4585.056152
	Iteration 0F: 3 clusters Score -1177587 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1179961.750000 Penalty: 4585.056152
	Iteration 1F: 3 clusters Score -1179962 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1180287.750000 Penalty: 4585.056152
	Iteration 2F: 3 clusters Score -1180288 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1180570.000000 Penalty: 4585.056152
	Iteration 3F: 3 clusters Score -1180570 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1180893.000000 Penalty: 4585.056152
	Iteration 4F: 3 clusters Score -1180893 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1181343.000000 Penalty: 4585.056152
	Iteration 5F: 3 clusters Score -1181343 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1182019.125000 Penalty: 4585.056152
	Iteration 6F: 3 clusters Score -1182019 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1182794.875000 Penalty: 4585.056152
	Iteration 7F: 3 clusters Score -1182795 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1183441.750000 Penalty: 4585.056152
	Iteration 8F: 3 clusters Score -1183442 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1183806.125000 Penalty: 4585.056152
	Iteration 9Q: 3 clusters Score -1183806 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1183966.750000 Penalty: 4585.056152
	Iteration 10Q: 3 clusters Score -1183967 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1184048.125000 Penalty: 4585.056152
	Iteration 11Q: 3 clusters Score -1184048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1184095.875000 Penalty: 4585.056152
	Iteration 12Q: 3 clusters Score -1184096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1184122.500000 Penalty: 4585.056152
	Iteration 13Q: 3 clusters Score -1184122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1184132.000000 Penalty: 4585.056152
	Iteration 14Q: 3 clusters Score -1184132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1184140.500000 Penalty: 4585.056152
	Iteration 15Q: 3 clusters Score -1184140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1184145.625000 Penalty: 4585.056152
	Iteration 16Q: 3 clusters Score -1184146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1184153.500000 Penalty: 4585.056152
	Iteration 17Q: 3 clusters Score -1184154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1184155.000000 Penalty: 4585.056152
	Iteration 18Q: 3 clusters Score -1184155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1184161.500000 Penalty: 4585.056152
	Iteration 19Q: 3 clusters Score -1184162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1184163.000000 Penalty: 4585.056152
	Iteration 20F: 3 clusters Score -1184163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1184164.750000 Penalty: 4585.056152
	Iteration 21Q: 3 clusters Score -1184165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1184164.125000 Penalty: 4585.056152
	Iteration 22Q: 3 clusters Score -1184164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1184165.000000 Penalty: 4585.056152
	Iteration 23Q: 3 clusters Score -1184165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1184168.000000 Penalty: 4585.056152
	Iteration 24Q: 3 clusters Score -1184168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1184173.000000 Penalty: 4585.056152
	Iteration 25Q: 3 clusters Score -1184173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1184172.625000 Penalty: 4585.056152
	Iteration 26Q: 3 clusters Score -1184173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1184175.125000 Penalty: 4585.056152
	Iteration 27Q: 3 clusters Score -1184175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1184177.500000 Penalty: 4585.056152
	Iteration 28Q: 3 clusters Score -1184178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1184177.125000 Penalty: 4585.056152
	Iteration 29Q: 3 clusters Score -1184177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1184178.000000 Penalty: 4585.056152
	Iteration 30Q: 3 clusters Score -1184178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1184176.625000 Penalty: 4585.056152
	Iteration 31Q: 3 clusters Score -1184177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1184176.250000 Penalty: 4585.056152
	Iteration 32Q: 3 clusters Score -1184176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1184176.250000 Penalty: 4585.056152
	Iteration 33F: 3 clusters Score -1184176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178084 members 
Entering Unmasked Estep 
Score: -20846412.000000 Penalty: 2998.322754
	Iteration 0F: 2 clusters Score -2.084641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -20728674.000000 Penalty: 5996.645508
	Iteration 0F: 3 clusters Score -2.072867e+07 nChanged 85435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -20779084.000000 Penalty: 5996.645508
	Iteration 1F: 3 clusters Score -2.077908e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -20780584.000000 Penalty: 5996.645508
	Iteration 2Q: 3 clusters Score -2.078058e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -20782708.000000 Penalty: 5996.645508
	Iteration 3Q: 3 clusters Score -2.078271e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -20786058.000000 Penalty: 5996.645508
	Iteration 4Q: 3 clusters Score -2.078606e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -20790768.000000 Penalty: 5996.645508
	Iteration 5Q: 3 clusters Score -2.079077e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -20797558.000000 Penalty: 5996.645508
	Iteration 6F: 3 clusters Score -2.079756e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -20806176.000000 Penalty: 5996.645508
	Iteration 7F: 3 clusters Score -2.080618e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -20816106.000000 Penalty: 5996.645508
	Iteration 8F: 3 clusters Score -2.081611e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 152517 members 
Entering Unmasked Estep 
Score: -20824990.000000 Penalty: 5996.645508
	Iteration 9F: 3 clusters Score -2.082499e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -20831712.000000 Penalty: 5996.645508
	Iteration 10Q: 3 clusters Score -2.083171e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -20836538.000000 Penalty: 5996.645508
	Iteration 11Q: 3 clusters Score -2.083654e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -20839622.000000 Penalty: 5996.645508
	Iteration 12Q: 3 clusters Score -2.083962e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -20841300.000000 Penalty: 5996.645508
	Iteration 13Q: 3 clusters Score -2.08413e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 175265 members 
Entering Unmasked Estep 
Score: -20842240.000000 Penalty: 5996.645508
	Iteration 14Q: 3 clusters Score -2.084224e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -20842810.000000 Penalty: 5996.645508
	Iteration 15Q: 3 clusters Score -2.084281e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -20843130.000000 Penalty: 5996.645508
	Iteration 16Q: 3 clusters Score -2.084313e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 176887 members 
Entering Unmasked Estep 
Score: -20843378.000000 Penalty: 5996.645508
	Iteration 17Q: 3 clusters Score -2.084338e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -20843488.000000 Penalty: 5996.645508
	Iteration 18Q: 3 clusters Score -2.084349e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 177195 members 
Entering Unmasked Estep 
Score: -20843612.000000 Penalty: 5996.645508
	Iteration 19Q: 3 clusters Score -2.084361e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -20843668.000000 Penalty: 5996.645508
	Iteration 20F: 3 clusters Score -2.084367e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -20843720.000000 Penalty: 5996.645508
	Iteration 21Q: 3 clusters Score -2.084372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -20843740.000000 Penalty: 5996.645508
	Iteration 22Q: 3 clusters Score -2.084374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 177400 members 
Entering Unmasked Estep 
Score: -20843786.000000 Penalty: 5996.645508
	Iteration 23Q: 3 clusters Score -2.084379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -20843816.000000 Penalty: 5996.645508
	Iteration 24Q: 3 clusters Score -2.084382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 177451 members 
Entering Unmasked Estep 
Score: -20843824.000000 Penalty: 5996.645508
	Iteration 25Q: 3 clusters Score -2.084382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -20843834.000000 Penalty: 5996.645508
	Iteration 26Q: 3 clusters Score -2.084383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 177499 members 
Entering Unmasked Estep 
Score: -20843848.000000 Penalty: 5996.645508
	Iteration 27Q: 3 clusters Score -2.084385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 177510 members 
Entering Unmasked Estep 
Score: -20843872.000000 Penalty: 5996.645508
	Iteration 28Q: 3 clusters Score -2.084387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 177520 members 
Entering Unmasked Estep 
Score: -20843868.000000 Penalty: 5996.645508
	Iteration 29Q: 3 clusters Score -2.084387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 177529 members 
Entering Unmasked Estep 
Score: -20843896.000000 Penalty: 5996.645508
	Iteration 30Q: 3 clusters Score -2.08439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -20843902.000000 Penalty: 5996.645508
	Iteration 31Q: 3 clusters Score -2.08439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -20843908.000000 Penalty: 5996.645508
	Iteration 32Q: 3 clusters Score -2.084391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 177543 members 
Entering Unmasked Estep 
Score: -20843900.000000 Penalty: 5996.645508
	Iteration 33Q: 3 clusters Score -2.08439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -20843912.000000 Penalty: 5996.645508
	Iteration 34Q: 3 clusters Score -2.084391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -20843904.000000 Penalty: 5996.645508
	Iteration 35Q: 3 clusters Score -2.08439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -20843906.000000 Penalty: 5996.645508
	Iteration 36Q: 3 clusters Score -2.084391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -20843908.000000 Penalty: 5996.645508
	Iteration 37Q: 3 clusters Score -2.084391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -20843908.000000 Penalty: 5996.645508
	Iteration 38F: 3 clusters Score -2.084391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 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 345 members 
Entering Unmasked Estep 
Score: -64933.531250 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64933.53 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65228.500000 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65228.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65327.648438 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65327.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65379.957031 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -65379.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -65413.386719 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -65413.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65436.750000 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65436.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65453.144531 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -65453.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65476.828125 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -65476.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65518.027344 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -65518.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65586.804688 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -65586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65636.531250 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -65636.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65659.023438 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -65659.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65677.421875 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -65677.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65700.015625 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -65700.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65725.679688 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -65725.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65736.976562 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -65736.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65751.406250 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -65751.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65782.906250 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -65782.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65814.203125 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -65814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65852.757812 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -65852.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65861.609375 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -65861.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65878.687500 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -65878.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65878.687500 Penalty: 3231.297607
	Iteration 22F: 3 clusters Score -65878.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Entering Unmasked Estep 
Score: -4684055.000000 Penalty: 2623.807861
	Iteration 0F: 2 clusters Score -4684055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4657315.500000 Penalty: 5247.615723
	Iteration 0F: 3 clusters Score -4657316 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4667096.000000 Penalty: 5247.615723
	Iteration 1F: 3 clusters Score -4667096 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4667747.500000 Penalty: 5247.615723
	Iteration 2Q: 3 clusters Score -4667748 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4668414.500000 Penalty: 5247.615723
	Iteration 3Q: 3 clusters Score -4668414 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4669281.000000 Penalty: 5247.615723
	Iteration 4Q: 3 clusters Score -4669281 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4670515.000000 Penalty: 5247.615723
	Iteration 5F: 3 clusters Score -4670515 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4672050.000000 Penalty: 5247.615723
	Iteration 6F: 3 clusters Score -4672050 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4674084.000000 Penalty: 5247.615723
	Iteration 7F: 3 clusters Score -4674084 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4676422.500000 Penalty: 5247.615723
	Iteration 8F: 3 clusters Score -4676422 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4678554.000000 Penalty: 5247.615723
	Iteration 9F: 3 clusters Score -4678554 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4680122.000000 Penalty: 5247.615723
	Iteration 10Q: 3 clusters Score -4680122 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4680918.000000 Penalty: 5247.615723
	Iteration 11Q: 3 clusters Score -4680918 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4681303.500000 Penalty: 5247.615723
	Iteration 12Q: 3 clusters Score -4681304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4681501.000000 Penalty: 5247.615723
	Iteration 13Q: 3 clusters Score -4681501 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4681618.000000 Penalty: 5247.615723
	Iteration 14Q: 3 clusters Score -4681618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4681651.500000 Penalty: 5247.615723
	Iteration 15Q: 3 clusters Score -4681652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4681666.500000 Penalty: 5247.615723
	Iteration 16Q: 3 clusters Score -4681666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -4681680.000000 Penalty: 5247.615723
	Iteration 17Q: 3 clusters Score -4681680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -4681692.000000 Penalty: 5247.615723
	Iteration 18Q: 3 clusters Score -4681692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -4681710.500000 Penalty: 5247.615723
	Iteration 19Q: 3 clusters Score -4681710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4681729.500000 Penalty: 5247.615723
	Iteration 20F: 3 clusters Score -4681730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4681734.000000 Penalty: 5247.615723
	Iteration 21Q: 3 clusters Score -4681734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4681737.000000 Penalty: 5247.615723
	Iteration 22Q: 3 clusters Score -4681737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4681743.500000 Penalty: 5247.615723
	Iteration 23Q: 3 clusters Score -4681744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4681745.500000 Penalty: 5247.615723
	Iteration 24Q: 3 clusters Score -4681746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4681745.500000 Penalty: 5247.615723
	Iteration 25Q: 3 clusters Score -4681746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4681745.500000 Penalty: 5247.615723
	Iteration 26F: 3 clusters Score -4681746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Entering Unmasked Estep 
Score: -6571538.000000 Penalty: 2710.016113
	Iteration 0F: 2 clusters Score -6571538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -6534214.000000 Penalty: 5420.032227
	Iteration 0F: 3 clusters Score -6534214 nChanged 25878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -6548126.500000 Penalty: 5420.032227
	Iteration 1F: 3 clusters Score -6548126 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -6548629.500000 Penalty: 5420.032227
	Iteration 2Q: 3 clusters Score -6548630 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -6549044.000000 Penalty: 5420.032227
	Iteration 3Q: 3 clusters Score -6549044 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -6549574.500000 Penalty: 5420.032227
	Iteration 4Q: 3 clusters Score -6549574 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6550281.000000 Penalty: 5420.032227
	Iteration 5Q: 3 clusters Score -6550281 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6551380.500000 Penalty: 5420.032227
	Iteration 6Q: 3 clusters Score -6551380 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -6553021.500000 Penalty: 5420.032227
	Iteration 7F: 3 clusters Score -6553022 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -6555383.000000 Penalty: 5420.032227
	Iteration 8F: 3 clusters Score -6555383 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -6558327.500000 Penalty: 5420.032227
	Iteration 9F: 3 clusters Score -6558328 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -6561581.000000 Penalty: 5420.032227
	Iteration 10F: 3 clusters Score -6561581 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -6564315.500000 Penalty: 5420.032227
	Iteration 11F: 3 clusters Score -6564316 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -6566071.500000 Penalty: 5420.032227
	Iteration 12Q: 3 clusters Score -6566072 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -6567232.500000 Penalty: 5420.032227
	Iteration 13Q: 3 clusters Score -6567232 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6568006.000000 Penalty: 5420.032227
	Iteration 14Q: 3 clusters Score -6568006 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6568486.500000 Penalty: 5420.032227
	Iteration 15Q: 3 clusters Score -6568486 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6568786.500000 Penalty: 5420.032227
	Iteration 16Q: 3 clusters Score -6568786 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6568991.500000 Penalty: 5420.032227
	Iteration 17Q: 3 clusters Score -6568992 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6569144.500000 Penalty: 5420.032227
	Iteration 18Q: 3 clusters Score -6569144 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6569251.500000 Penalty: 5420.032227
	Iteration 19Q: 3 clusters Score -6569252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6569339.500000 Penalty: 5420.032227
	Iteration 20F: 3 clusters Score -6569340 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6569386.500000 Penalty: 5420.032227
	Iteration 21Q: 3 clusters Score -6569386 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6569429.000000 Penalty: 5420.032227
	Iteration 22Q: 3 clusters Score -6569429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6569459.000000 Penalty: 5420.032227
	Iteration 23Q: 3 clusters Score -6569459 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6569495.500000 Penalty: 5420.032227
	Iteration 24Q: 3 clusters Score -6569496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6569519.000000 Penalty: 5420.032227
	Iteration 25Q: 3 clusters Score -6569519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6569556.000000 Penalty: 5420.032227
	Iteration 26Q: 3 clusters Score -6569556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6569582.500000 Penalty: 5420.032227
	Iteration 27Q: 3 clusters Score -6569582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6569590.500000 Penalty: 5420.032227
	Iteration 28Q: 3 clusters Score -6569590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6569604.500000 Penalty: 5420.032227
	Iteration 29Q: 3 clusters Score -6569604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6569622.000000 Penalty: 5420.032227
	Iteration 30Q: 3 clusters Score -6569622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6569623.500000 Penalty: 5420.032227
	Iteration 31Q: 3 clusters Score -6569624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6569636.500000 Penalty: 5420.032227
	Iteration 32Q: 3 clusters Score -6569636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6569643.500000 Penalty: 5420.032227
	Iteration 33Q: 3 clusters Score -6569644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6569645.000000 Penalty: 5420.032227
	Iteration 34Q: 3 clusters Score -6569645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6569651.000000 Penalty: 5420.032227
	Iteration 35Q: 3 clusters Score -6569651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6569661.000000 Penalty: 5420.032227
	Iteration 36Q: 3 clusters Score -6569661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6569650.000000 Penalty: 5420.032227
	Iteration 37Q: 3 clusters Score -6569650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6569658.000000 Penalty: 5420.032227
	Iteration 38Q: 3 clusters Score -6569658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6569661.500000 Penalty: 5420.032227
	Iteration 39Q: 3 clusters Score -6569662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6569670.000000 Penalty: 5420.032227
	Iteration 40F: 3 clusters Score -6569670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6569671.000000 Penalty: 5420.032227
	Iteration 41Q: 3 clusters Score -6569671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6569674.500000 Penalty: 5420.032227
	Iteration 42Q: 3 clusters Score -6569674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6569681.000000 Penalty: 5420.032227
	Iteration 43Q: 3 clusters Score -6569681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6569682.500000 Penalty: 5420.032227
	Iteration 44Q: 3 clusters Score -6569682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6569684.500000 Penalty: 5420.032227
	Iteration 45Q: 3 clusters Score -6569684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6569680.500000 Penalty: 5420.032227
	Iteration 46Q: 3 clusters Score -6569680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6569675.000000 Penalty: 5420.032227
	Iteration 47Q: 3 clusters Score -6569675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6569678.500000 Penalty: 5420.032227
	Iteration 48Q: 3 clusters Score -6569678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6569683.000000 Penalty: 5420.032227
	Iteration 49Q: 3 clusters Score -6569683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6569685.500000 Penalty: 5420.032227
	Iteration 50Q: 3 clusters Score -6569686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6569688.000000 Penalty: 5420.032227
	Iteration 51Q: 3 clusters Score -6569688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6569688.000000 Penalty: 5420.032227
	Iteration 52F: 3 clusters Score -6569688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Entering Unmasked Estep 
Score: -9700253.000000 Penalty: 2809.890625
	Iteration 0F: 2 clusters Score -9700253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -9644690.000000 Penalty: 5619.781250
	Iteration 0F: 3 clusters Score -9644690 nChanged 39204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -9668519.000000 Penalty: 5619.781250
	Iteration 1F: 3 clusters Score -9668519 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -9671159.000000 Penalty: 5619.781250
	Iteration 2F: 3 clusters Score -9671159 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9675290.000000 Penalty: 5619.781250
	Iteration 3F: 3 clusters Score -9675290 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -9680592.000000 Penalty: 5619.781250
	Iteration 4F: 3 clusters Score -9680592 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -9685850.000000 Penalty: 5619.781250
	Iteration 5F: 3 clusters Score -9685850 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9689814.000000 Penalty: 5619.781250
	Iteration 6F: 3 clusters Score -9689814 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -9692310.000000 Penalty: 5619.781250
	Iteration 7Q: 3 clusters Score -9692310 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9694078.000000 Penalty: 5619.781250
	Iteration 8Q: 3 clusters Score -9694078 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -9695299.000000 Penalty: 5619.781250
	Iteration 9Q: 3 clusters Score -9695299 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -9696150.000000 Penalty: 5619.781250
	Iteration 10Q: 3 clusters Score -9696150 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -9696799.000000 Penalty: 5619.781250
	Iteration 11Q: 3 clusters Score -9696799 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -9697246.000000 Penalty: 5619.781250
	Iteration 12Q: 3 clusters Score -9697246 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -9697540.000000 Penalty: 5619.781250
	Iteration 13Q: 3 clusters Score -9697540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -9697780.000000 Penalty: 5619.781250
	Iteration 14Q: 3 clusters Score -9697780 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -9697896.000000 Penalty: 5619.781250
	Iteration 15Q: 3 clusters Score -9697896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -9697978.000000 Penalty: 5619.781250
	Iteration 16Q: 3 clusters Score -9697978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -9698053.000000 Penalty: 5619.781250
	Iteration 17Q: 3 clusters Score -9698053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -9698111.000000 Penalty: 5619.781250
	Iteration 18Q: 3 clusters Score -9698111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -9698165.000000 Penalty: 5619.781250
	Iteration 19Q: 3 clusters Score -9698165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -9698215.000000 Penalty: 5619.781250
	Iteration 20F: 3 clusters Score -9698215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -9698248.000000 Penalty: 5619.781250
	Iteration 21Q: 3 clusters Score -9698248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -9698263.000000 Penalty: 5619.781250
	Iteration 22Q: 3 clusters Score -9698263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -9698289.000000 Penalty: 5619.781250
	Iteration 23Q: 3 clusters Score -9698289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -9698305.000000 Penalty: 5619.781250
	Iteration 24Q: 3 clusters Score -9698305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -9698314.000000 Penalty: 5619.781250
	Iteration 25Q: 3 clusters Score -9698314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -9698340.000000 Penalty: 5619.781250
	Iteration 26Q: 3 clusters Score -9698340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -9698354.000000 Penalty: 5619.781250
	Iteration 27Q: 3 clusters Score -9698354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -9698356.000000 Penalty: 5619.781250
	Iteration 28Q: 3 clusters Score -9698356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -9698361.000000 Penalty: 5619.781250
	Iteration 29Q: 3 clusters Score -9698361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -9698362.000000 Penalty: 5619.781250
	Iteration 30Q: 3 clusters Score -9698362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -9698368.000000 Penalty: 5619.781250
	Iteration 31Q: 3 clusters Score -9698368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -9698384.000000 Penalty: 5619.781250
	Iteration 32Q: 3 clusters Score -9698384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -9698380.000000 Penalty: 5619.781250
	Iteration 33Q: 3 clusters Score -9698380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -9698377.000000 Penalty: 5619.781250
	Iteration 34Q: 3 clusters Score -9698377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -9698379.000000 Penalty: 5619.781250
	Iteration 35Q: 3 clusters Score -9698379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -9698383.000000 Penalty: 5619.781250
	Iteration 36Q: 3 clusters Score -9698383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -9698374.000000 Penalty: 5619.781250
	Iteration 37Q: 3 clusters Score -9698374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -9698384.000000 Penalty: 5619.781250
	Iteration 38Q: 3 clusters Score -9698384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -9698390.000000 Penalty: 5619.781250
	Iteration 39Q: 3 clusters Score -9698390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -9698396.000000 Penalty: 5619.781250
	Iteration 40F: 3 clusters Score -9698396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -9698394.000000 Penalty: 5619.781250
	Iteration 41Q: 3 clusters Score -9698394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -9698392.000000 Penalty: 5619.781250
	Iteration 42Q: 3 clusters Score -9698392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -9698392.000000 Penalty: 5619.781250
	Iteration 43F: 3 clusters Score -9698392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84984.023438 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -84984.02 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85485.882812 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85485.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85856.257812 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85856.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86049.234375 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -86049.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86241.335938 Penalty: 3362.277344
	Iteration 4F: 3 clusters Score -86241.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86489.781250 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -86489.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86610.859375 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -86610.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86646.820312 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -86646.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86664.039062 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -86664.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86677.171875 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -86677.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -86681.640625 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -86681.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -86685.109375 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -86685.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -86685.109375 Penalty: 3362.277344
	Iteration 12F: 3 clusters Score -86685.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -262511.343750 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -262511.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -259688.984375 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -259689 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -260165.765625 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -260165.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260286.843750 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -260286.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260361.125000 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -260361.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260407.218750 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -260407.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -260444.359375 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -260444.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -260468.890625 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -260468.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260487.171875 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -260487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -260498.718750 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -260498.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -260512.265625 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -260512.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -260525.015625 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -260525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -260533.390625 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -260533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -260543.515625 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -260543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -260554.593750 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -260554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -260563.109375 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -260563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -260569.453125 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -260569.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260574.937500 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -260574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260576.515625 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -260576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260577.468750 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -260577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260577.953125 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -260578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260579.500000 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -260579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260579.406250 Penalty: 3833.948730
	Iteration 21Q: 3 clusters Score -260579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260579.406250 Penalty: 3833.948730
	Iteration 22F: 3 clusters Score -260579.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -285850.437500 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -285850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -282884.718750 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -282884.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -283504.250000 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -283504.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -283691.531250 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -283691.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -283805.687500 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -283805.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -283899.875000 Penalty: 3890.549072
	Iteration 4Q: 3 clusters Score -283899.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -283958.156250 Penalty: 3890.549072
	Iteration 5Q: 3 clusters Score -283958.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -283996.312500 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -283996.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -284027.281250 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -284027.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -284049.093750 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -284049.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -284064.281250 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -284064.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -284077.218750 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -284077.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -284089.250000 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -284089.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -284103.687500 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -284103.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -284118.843750 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -284118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -284127.937500 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -284127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -284136.625000 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -284136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -284142.468750 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -284142.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -284153.687500 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -284153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -284166.281250 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -284166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -284185.281250 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -284185.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -284212.031250 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -284212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -284246.562500 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -284246.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -284313.625000 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -284313.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -284381.468750 Penalty: 3890.549072
	Iteration 23Q: 3 clusters Score -284381.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -284418.687500 Penalty: 3890.549072
	Iteration 24Q: 3 clusters Score -284418.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -284450.218750 Penalty: 3890.549072
	Iteration 25Q: 3 clusters Score -284450.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -284480.718750 Penalty: 3890.549072
	Iteration 26Q: 3 clusters Score -284480.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -284515.093750 Penalty: 3890.549072
	Iteration 27Q: 3 clusters Score -284515.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -284547.125000 Penalty: 3890.549072
	Iteration 28Q: 3 clusters Score -284547.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284581.312500 Penalty: 3890.549072
	Iteration 29Q: 3 clusters Score -284581.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -284629.031250 Penalty: 3890.549072
	Iteration 30Q: 3 clusters Score -284629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -284692.750000 Penalty: 3890.549072
	Iteration 31Q: 3 clusters Score -284692.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -284753.625000 Penalty: 3890.549072
	Iteration 32Q: 3 clusters Score -284753.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284822.218750 Penalty: 3890.549072
	Iteration 33Q: 3 clusters Score -284822.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -284878.968750 Penalty: 3890.549072
	Iteration 34Q: 3 clusters Score -284879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -284916.281250 Penalty: 3890.549072
	Iteration 35Q: 3 clusters Score -284916.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -284941.843750 Penalty: 3890.549072
	Iteration 36Q: 3 clusters Score -284941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284970.875000 Penalty: 3890.549072
	Iteration 37Q: 3 clusters Score -284970.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285013.375000 Penalty: 3890.549072
	Iteration 38Q: 3 clusters Score -285013.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285052.781250 Penalty: 3890.549072
	Iteration 39Q: 3 clusters Score -285052.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -285089.250000 Penalty: 3890.549072
	Iteration 40F: 3 clusters Score -285089.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -285134.750000 Penalty: 3890.549072
	Iteration 41Q: 3 clusters Score -285134.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -285166.687500 Penalty: 3890.549072
	Iteration 42Q: 3 clusters Score -285166.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -285186.625000 Penalty: 3890.549072
	Iteration 43Q: 3 clusters Score -285186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -285211.875000 Penalty: 3890.549072
	Iteration 44Q: 3 clusters Score -285211.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -285238.406250 Penalty: 3890.549072
	Iteration 45Q: 3 clusters Score -285238.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -285261.656250 Penalty: 3890.549072
	Iteration 46Q: 3 clusters Score -285261.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -285290.375000 Penalty: 3890.549072
	Iteration 47Q: 3 clusters Score -285290.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -285305.500000 Penalty: 3890.549072
	Iteration 48Q: 3 clusters Score -285305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -285316.343750 Penalty: 3890.549072
	Iteration 49Q: 3 clusters Score -285316.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -285326.875000 Penalty: 3890.549072
	Iteration 50Q: 3 clusters Score -285326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -285329.781250 Penalty: 3890.549072
	Iteration 51Q: 3 clusters Score -285329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -285330.937500 Penalty: 3890.549072
	Iteration 52Q: 3 clusters Score -285330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285332.593750 Penalty: 3890.549072
	Iteration 53Q: 3 clusters Score -285332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285332.593750 Penalty: 3890.549072
	Iteration 54F: 3 clusters Score -285332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Entering Unmasked Estep 
Score: -8440356.000000 Penalty: 2780.879639
	Iteration 0F: 2 clusters Score -8440356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -8390288.000000 Penalty: 5561.759277
	Iteration 0F: 3 clusters Score -8390288 nChanged 34866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8410067.000000 Penalty: 5561.759277
	Iteration 1F: 3 clusters Score -8410067 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -8410637.000000 Penalty: 5561.759277
	Iteration 2Q: 3 clusters Score -8410637 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8411139.000000 Penalty: 5561.759277
	Iteration 3Q: 3 clusters Score -8411139 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -8411701.000000 Penalty: 5561.759277
	Iteration 4Q: 3 clusters Score -8411701 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -8412209.000000 Penalty: 5561.759277
	Iteration 5Q: 3 clusters Score -8412209 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -8412889.000000 Penalty: 5561.759277
	Iteration 6Q: 3 clusters Score -8412889 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8413695.000000 Penalty: 5561.759277
	Iteration 7Q: 3 clusters Score -8413695 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8414854.000000 Penalty: 5561.759277
	Iteration 8Q: 3 clusters Score -8414854 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -8416291.000000 Penalty: 5561.759277
	Iteration 9Q: 3 clusters Score -8416291 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -8418138.000000 Penalty: 5561.759277
	Iteration 10F: 3 clusters Score -8418138 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -8420102.000000 Penalty: 5561.759277
	Iteration 11F: 3 clusters Score -8420102 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -8422163.000000 Penalty: 5561.759277
	Iteration 12F: 3 clusters Score -8422163 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -8424192.000000 Penalty: 5561.759277
	Iteration 13Q: 3 clusters Score -8424192 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -8426054.000000 Penalty: 5561.759277
	Iteration 14Q: 3 clusters Score -8426054 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -8428118.000000 Penalty: 5561.759277
	Iteration 15Q: 3 clusters Score -8428118 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -8431241.000000 Penalty: 5561.759277
	Iteration 16Q: 3 clusters Score -8431241 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -8435434.000000 Penalty: 5561.759277
	Iteration 17Q: 3 clusters Score -8435434 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -8436435.000000 Penalty: 5561.759277
	Iteration 18Q: 3 clusters Score -8436435 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -8436689.000000 Penalty: 5561.759277
	Iteration 19Q: 3 clusters Score -8436689 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -8436774.000000 Penalty: 5561.759277
	Iteration 20F: 3 clusters Score -8436774 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -8436844.000000 Penalty: 5561.759277
	Iteration 21Q: 3 clusters Score -8436844 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -8436936.000000 Penalty: 5561.759277
	Iteration 22Q: 3 clusters Score -8436936 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -8437003.000000 Penalty: 5561.759277
	Iteration 23Q: 3 clusters Score -8437003 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -8437071.000000 Penalty: 5561.759277
	Iteration 24Q: 3 clusters Score -8437071 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -8437142.000000 Penalty: 5561.759277
	Iteration 25Q: 3 clusters Score -8437142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -8437179.000000 Penalty: 5561.759277
	Iteration 26Q: 3 clusters Score -8437179 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -8437208.000000 Penalty: 5561.759277
	Iteration 27Q: 3 clusters Score -8437208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -8437237.000000 Penalty: 5561.759277
	Iteration 28Q: 3 clusters Score -8437237 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -8437248.000000 Penalty: 5561.759277
	Iteration 29Q: 3 clusters Score -8437248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -8437286.000000 Penalty: 5561.759277
	Iteration 30Q: 3 clusters Score -8437286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -8437310.000000 Penalty: 5561.759277
	Iteration 31Q: 3 clusters Score -8437310 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -8437319.000000 Penalty: 5561.759277
	Iteration 32Q: 3 clusters Score -8437319 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -8437353.000000 Penalty: 5561.759277
	Iteration 33Q: 3 clusters Score -8437353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -8437385.000000 Penalty: 5561.759277
	Iteration 34Q: 3 clusters Score -8437385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -8437396.000000 Penalty: 5561.759277
	Iteration 35Q: 3 clusters Score -8437396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -8437397.000000 Penalty: 5561.759277
	Iteration 36Q: 3 clusters Score -8437397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -8437426.000000 Penalty: 5561.759277
	Iteration 37Q: 3 clusters Score -8437426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -8437441.000000 Penalty: 5561.759277
	Iteration 38Q: 3 clusters Score -8437441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -8437446.000000 Penalty: 5561.759277
	Iteration 39Q: 3 clusters Score -8437446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -8437468.000000 Penalty: 5561.759277
	Iteration 40F: 3 clusters Score -8437468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -8437487.000000 Penalty: 5561.759277
	Iteration 41Q: 3 clusters Score -8437487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -8437479.000000 Penalty: 5561.759277
	Iteration 42Q: 3 clusters Score -8437479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -8437509.000000 Penalty: 5561.759277
	Iteration 43Q: 3 clusters Score -8437509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -8437504.000000 Penalty: 5561.759277
	Iteration 44Q: 3 clusters Score -8437504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -8437520.000000 Penalty: 5561.759277
	Iteration 45Q: 3 clusters Score -8437520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -8437530.000000 Penalty: 5561.759277
	Iteration 46Q: 3 clusters Score -8437530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -8437550.000000 Penalty: 5561.759277
	Iteration 47Q: 3 clusters Score -8437550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -8437561.000000 Penalty: 5561.759277
	Iteration 48Q: 3 clusters Score -8437561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -8437562.000000 Penalty: 5561.759277
	Iteration 49Q: 3 clusters Score -8437562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -8437569.000000 Penalty: 5561.759277
	Iteration 50Q: 3 clusters Score -8437569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -8437573.000000 Penalty: 5561.759277
	Iteration 51Q: 3 clusters Score -8437573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -8437579.000000 Penalty: 5561.759277
	Iteration 52Q: 3 clusters Score -8437579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -8437591.000000 Penalty: 5561.759277
	Iteration 53Q: 3 clusters Score -8437591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -8437615.000000 Penalty: 5561.759277
	Iteration 54Q: 3 clusters Score -8437615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -8437632.000000 Penalty: 5561.759277
	Iteration 55Q: 3 clusters Score -8437632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8437631.000000 Penalty: 5561.759277
	Iteration 56Q: 3 clusters Score -8437631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -8437645.000000 Penalty: 5561.759277
	Iteration 57Q: 3 clusters Score -8437645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -8437639.000000 Penalty: 5561.759277
	Iteration 58Q: 3 clusters Score -8437639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -8437655.000000 Penalty: 5561.759277
	Iteration 59Q: 3 clusters Score -8437655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -8437667.000000 Penalty: 5561.759277
	Iteration 60F: 3 clusters Score -8437667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -8437665.000000 Penalty: 5561.759277
	Iteration 61Q: 3 clusters Score -8437665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -8437668.000000 Penalty: 5561.759277
	Iteration 62Q: 3 clusters Score -8437668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -8437662.000000 Penalty: 5561.759277
	Iteration 63Q: 3 clusters Score -8437662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -8437660.000000 Penalty: 5561.759277
	Iteration 64Q: 3 clusters Score -8437660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -8437665.000000 Penalty: 5561.759277
	Iteration 65Q: 3 clusters Score -8437665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -8437651.000000 Penalty: 5561.759277
	Iteration 66Q: 3 clusters Score -8437651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -8437653.000000 Penalty: 5561.759277
	Iteration 67Q: 3 clusters Score -8437653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -8437654.000000 Penalty: 5561.759277
	Iteration 68Q: 3 clusters Score -8437654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -8437652.000000 Penalty: 5561.759277
	Iteration 69Q: 3 clusters Score -8437652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -8437662.000000 Penalty: 5561.759277
	Iteration 70Q: 3 clusters Score -8437662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -8437668.000000 Penalty: 5561.759277
	Iteration 71Q: 3 clusters Score -8437668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -8437667.000000 Penalty: 5561.759277
	Iteration 72Q: 3 clusters Score -8437667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -8437658.000000 Penalty: 5561.759277
	Iteration 73Q: 3 clusters Score -8437658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -8437662.000000 Penalty: 5561.759277
	Iteration 74Q: 3 clusters Score -8437662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -8437666.000000 Penalty: 5561.759277
	Iteration 75Q: 3 clusters Score -8437666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8437668.000000 Penalty: 5561.759277
	Iteration 76Q: 3 clusters Score -8437668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -8437670.000000 Penalty: 5561.759277
	Iteration 77Q: 3 clusters Score -8437670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -8437679.000000 Penalty: 5561.759277
	Iteration 78Q: 3 clusters Score -8437679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5561.759277
	Iteration 79Q: 3 clusters Score -8437686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5561.759277
	Iteration 80F: 3 clusters Score -8437686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5561.759277
	Iteration 81Q: 3 clusters Score -8437686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -8437684.000000 Penalty: 5561.759277
	Iteration 82Q: 3 clusters Score -8437684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -8437698.000000 Penalty: 5561.759277
	Iteration 83Q: 3 clusters Score -8437698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -8437700.000000 Penalty: 5561.759277
	Iteration 84Q: 3 clusters Score -8437700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -8437693.000000 Penalty: 5561.759277
	Iteration 85Q: 3 clusters Score -8437693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -8437693.000000 Penalty: 5561.759277
	Iteration 86Q: 3 clusters Score -8437693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -8437693.000000 Penalty: 5561.759277
	Iteration 87Q: 3 clusters Score -8437693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -8437686.000000 Penalty: 5561.759277
	Iteration 88Q: 3 clusters Score -8437686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -8437696.000000 Penalty: 5561.759277
	Iteration 89Q: 3 clusters Score -8437696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -8437696.000000 Penalty: 5561.759277
	Iteration 90F: 3 clusters Score -8437696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Entering Unmasked Estep 
Score: -3071671.000000 Penalty: 2520.051025
	Iteration 0F: 2 clusters Score -3071671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3053821.500000 Penalty: 5040.102051
	Iteration 0F: 3 clusters Score -3053822 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3060065.750000 Penalty: 5040.102051
	Iteration 1F: 3 clusters Score -3060066 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3060618.500000 Penalty: 5040.102051
	Iteration 2F: 3 clusters Score -3060618 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3061201.500000 Penalty: 5040.102051
	Iteration 3F: 3 clusters Score -3061202 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3061910.000000 Penalty: 5040.102051
	Iteration 4F: 3 clusters Score -3061910 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3062826.250000 Penalty: 5040.102051
	Iteration 5F: 3 clusters Score -3062826 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3064065.500000 Penalty: 5040.102051
	Iteration 6F: 3 clusters Score -3064066 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3065606.750000 Penalty: 5040.102051
	Iteration 7F: 3 clusters Score -3065607 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3066925.500000 Penalty: 5040.102051
	Iteration 8F: 3 clusters Score -3066926 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3067960.250000 Penalty: 5040.102051
	Iteration 9Q: 3 clusters Score -3067960 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3068661.000000 Penalty: 5040.102051
	Iteration 10Q: 3 clusters Score -3068661 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3069109.000000 Penalty: 5040.102051
	Iteration 11Q: 3 clusters Score -3069109 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3069369.250000 Penalty: 5040.102051
	Iteration 12Q: 3 clusters Score -3069369 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3069538.250000 Penalty: 5040.102051
	Iteration 13Q: 3 clusters Score -3069538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3069648.750000 Penalty: 5040.102051
	Iteration 14Q: 3 clusters Score -3069649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3069707.750000 Penalty: 5040.102051
	Iteration 15Q: 3 clusters Score -3069708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3069755.250000 Penalty: 5040.102051
	Iteration 16Q: 3 clusters Score -3069755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3069791.500000 Penalty: 5040.102051
	Iteration 17Q: 3 clusters Score -3069792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3069810.250000 Penalty: 5040.102051
	Iteration 18Q: 3 clusters Score -3069810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3069828.000000 Penalty: 5040.102051
	Iteration 19Q: 3 clusters Score -3069828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3069833.750000 Penalty: 5040.102051
	Iteration 20F: 3 clusters Score -3069834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3069834.250000 Penalty: 5040.102051
	Iteration 21Q: 3 clusters Score -3069834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3069839.500000 Penalty: 5040.102051
	Iteration 22Q: 3 clusters Score -3069840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3069842.500000 Penalty: 5040.102051
	Iteration 23Q: 3 clusters Score -3069842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3069842.500000 Penalty: 5040.102051
	Iteration 24F: 3 clusters Score -3069842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -149710.015625 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149710 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150099.921875 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150099.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150382.937500 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -150382.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151093.578125 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -151093.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -151804.156250 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -151804.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152140.359375 Penalty: 3575.098633
	Iteration 5F: 3 clusters Score -152140.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -152294.828125 Penalty: 3575.098633
	Iteration 6F: 3 clusters Score -152294.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -152350.875000 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -152350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -152357.593750 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -152357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -152361.312500 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -152361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -152362.984375 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -152363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -152362.984375 Penalty: 3575.098633
	Iteration 11F: 3 clusters Score -152363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92018 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54087 members 
Mstep: Class 8 contains 239997 members 
Mstep: Class 9 contains 194915 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178084 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39335 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 83300 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74104 members 
Mstep: Class 20 contains 25887 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216017 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 237025 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Mstep: Class 31 contains 291 members 
Entering Unmasked Estep 
Score: -183973120.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183975584.000000 to -183973120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -104225.734375 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -104225.7 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 443 members 
Entering Unmasked Estep 
Score: -102333.453125 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -102333.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102577.203125 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -102577.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102642.671875 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -102642.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102689.312500 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -102689.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102721.882812 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -102721.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102745.437500 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -102745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102760.765625 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -102760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102767.968750 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -102768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102769.070312 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -102769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102769.070312 Penalty: 3384.349854
	Iteration 9F: 3 clusters Score -102769.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (216017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216017 members 
Entering Unmasked Estep 
Score: -25434814.000000 Penalty: 3046.211914
	Iteration 0F: 2 clusters Score -2.543481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -25297754.000000 Penalty: 6092.423828
	Iteration 0F: 3 clusters Score -2.529775e+07 nChanged 103886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -25358548.000000 Penalty: 6092.423828
	Iteration 1F: 3 clusters Score -2.535855e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 106693 members 
Entering Unmasked Estep 
Score: -25359962.000000 Penalty: 6092.423828
	Iteration 2Q: 3 clusters Score -2.535996e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -25361590.000000 Penalty: 6092.423828
	Iteration 3Q: 3 clusters Score -2.536159e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -25363888.000000 Penalty: 6092.423828
	Iteration 4Q: 3 clusters Score -2.536389e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -25366810.000000 Penalty: 6092.423828
	Iteration 5Q: 3 clusters Score -2.536681e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -25371646.000000 Penalty: 6092.423828
	Iteration 6Q: 3 clusters Score -2.537165e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -25378370.000000 Penalty: 6092.423828
	Iteration 7F: 3 clusters Score -2.537837e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132039 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -25388128.000000 Penalty: 6092.423828
	Iteration 8F: 3 clusters Score -2.538813e+07 nChanged 14586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139701 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -25400416.000000 Penalty: 6092.423828
	Iteration 9F: 3 clusters Score -2.540042e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -25410524.000000 Penalty: 6092.423828
	Iteration 10F: 3 clusters Score -2.541052e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -25415326.000000 Penalty: 6092.423828
	Iteration 11Q: 3 clusters Score -2.541533e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -25417710.000000 Penalty: 6092.423828
	Iteration 12Q: 3 clusters Score -2.541771e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158009 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -25419130.000000 Penalty: 6092.423828
	Iteration 13Q: 3 clusters Score -2.541913e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -25420406.000000 Penalty: 6092.423828
	Iteration 14Q: 3 clusters Score -2.542041e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -25421814.000000 Penalty: 6092.423828
	Iteration 15Q: 3 clusters Score -2.542181e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -25423024.000000 Penalty: 6092.423828
	Iteration 16Q: 3 clusters Score -2.542302e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173428 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -25424188.000000 Penalty: 6092.423828
	Iteration 17Q: 3 clusters Score -2.542419e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -25425194.000000 Penalty: 6092.423828
	Iteration 18Q: 3 clusters Score -2.542519e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180900 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -25426354.000000 Penalty: 6092.423828
	Iteration 19Q: 3 clusters Score -2.542635e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184351 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -25427222.000000 Penalty: 6092.423828
	Iteration 20F: 3 clusters Score -2.542722e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187699 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -25427984.000000 Penalty: 6092.423828
	Iteration 21Q: 3 clusters Score -2.542798e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190855 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -25428774.000000 Penalty: 6092.423828
	Iteration 22Q: 3 clusters Score -2.542877e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193762 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -25429316.000000 Penalty: 6092.423828
	Iteration 23Q: 3 clusters Score -2.542932e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196434 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -25429972.000000 Penalty: 6092.423828
	Iteration 24Q: 3 clusters Score -2.542997e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198876 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -25430652.000000 Penalty: 6092.423828
	Iteration 25Q: 3 clusters Score -2.543065e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201135 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -25431298.000000 Penalty: 6092.423828
	Iteration 26Q: 3 clusters Score -2.54313e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203114 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -25431660.000000 Penalty: 6092.423828
	Iteration 27Q: 3 clusters Score -2.543166e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204850 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -25431960.000000 Penalty: 6092.423828
	Iteration 28Q: 3 clusters Score -2.543196e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206365 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -25432110.000000 Penalty: 6092.423828
	Iteration 29Q: 3 clusters Score -2.543211e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207671 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -25432458.000000 Penalty: 6092.423828
	Iteration 30Q: 3 clusters Score -2.543246e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208790 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -25432578.000000 Penalty: 6092.423828
	Iteration 31Q: 3 clusters Score -2.543258e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209728 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -25432588.000000 Penalty: 6092.423828
	Iteration 32Q: 3 clusters Score -2.543259e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210535 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -25432666.000000 Penalty: 6092.423828
	Iteration 33Q: 3 clusters Score -2.543267e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211253 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -25432786.000000 Penalty: 6092.423828
	Iteration 34Q: 3 clusters Score -2.543279e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211871 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -25432736.000000 Penalty: 6092.423828
	Iteration 35Q: 3 clusters Score -2.543274e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212354 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -25432866.000000 Penalty: 6092.423828
	Iteration 36Q: 3 clusters Score -2.543287e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212744 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -25432908.000000 Penalty: 6092.423828
	Iteration 37Q: 3 clusters Score -2.543291e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213065 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -25432956.000000 Penalty: 6092.423828
	Iteration 38Q: 3 clusters Score -2.543296e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213344 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -25432996.000000 Penalty: 6092.423828
	Iteration 39Q: 3 clusters Score -2.5433e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213557 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -25433034.000000 Penalty: 6092.423828
	Iteration 40F: 3 clusters Score -2.543303e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213729 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -25433020.000000 Penalty: 6092.423828
	Iteration 41Q: 3 clusters Score -2.543302e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213878 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -25432986.000000 Penalty: 6092.423828
	Iteration 42Q: 3 clusters Score -2.543299e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213996 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -25432976.000000 Penalty: 6092.423828
	Iteration 43Q: 3 clusters Score -2.543298e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214093 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -25432970.000000 Penalty: 6092.423828
	Iteration 44Q: 3 clusters Score -2.543297e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214160 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -25432914.000000 Penalty: 6092.423828
	Iteration 45Q: 3 clusters Score -2.543291e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214218 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -25432904.000000 Penalty: 6092.423828
	Iteration 46Q: 3 clusters Score -2.54329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214258 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -25432940.000000 Penalty: 6092.423828
	Iteration 47Q: 3 clusters Score -2.543294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214293 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -25432916.000000 Penalty: 6092.423828
	Iteration 48Q: 3 clusters Score -2.543292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214331 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -25432912.000000 Penalty: 6092.423828
	Iteration 49Q: 3 clusters Score -2.543291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214366 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -25432932.000000 Penalty: 6092.423828
	Iteration 50Q: 3 clusters Score -2.543293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214398 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -25432940.000000 Penalty: 6092.423828
	Iteration 51Q: 3 clusters Score -2.543294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214423 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -25432914.000000 Penalty: 6092.423828
	Iteration 52Q: 3 clusters Score -2.543291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -25432926.000000 Penalty: 6092.423828
	Iteration 53Q: 3 clusters Score -2.543293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214474 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -25432930.000000 Penalty: 6092.423828
	Iteration 54Q: 3 clusters Score -2.543293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -25432930.000000 Penalty: 6092.423828
	Iteration 55Q: 3 clusters Score -2.543293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214513 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -25432924.000000 Penalty: 6092.423828
	Iteration 56Q: 3 clusters Score -2.543292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214528 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -25432936.000000 Penalty: 6092.423828
	Iteration 57Q: 3 clusters Score -2.543294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214544 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -25432922.000000 Penalty: 6092.423828
	Iteration 58Q: 3 clusters Score -2.543292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214553 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -25432930.000000 Penalty: 6092.423828
	Iteration 59Q: 3 clusters Score -2.543293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214567 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -25432904.000000 Penalty: 6092.423828
	Iteration 60F: 3 clusters Score -2.54329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214579 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -25432908.000000 Penalty: 6092.423828
	Iteration 61Q: 3 clusters Score -2.543291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214584 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -25432928.000000 Penalty: 6092.423828
	Iteration 62Q: 3 clusters Score -2.543293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214586 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -25432924.000000 Penalty: 6092.423828
	Iteration 63Q: 3 clusters Score -2.543292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214589 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25432908.000000 Penalty: 6092.423828
	Iteration 64Q: 3 clusters Score -2.543291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214592 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25432922.000000 Penalty: 6092.423828
	Iteration 65Q: 3 clusters Score -2.543292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214596 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25432902.000000 Penalty: 6092.423828
	Iteration 66Q: 3 clusters Score -2.54329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214597 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -25432900.000000 Penalty: 6092.423828
	Iteration 67Q: 3 clusters Score -2.54329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214598 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -25432914.000000 Penalty: 6092.423828
	Iteration 68Q: 3 clusters Score -2.543291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214598 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -25432914.000000 Penalty: 6092.423828
	Iteration 69F: 3 clusters Score -2.543291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -130998.015625 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -130998 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 597 members 
Entering Unmasked Estep 
Score: -128968.046875 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -128968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129270.093750 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129270.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129364.781250 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -129364.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129445.007812 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -129445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129489.062500 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -129489.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129525.960938 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -129526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129606.109375 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -129606.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -129664.421875 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -129664.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -129706.601562 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -129706.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -129762.492188 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -129762.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129815.664062 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -129815.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -129889.929688 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -129889.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -129946.953125 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -129947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129990.070312 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -129990.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -130024.593750 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -130024.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -130055.140625 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -130055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -130081.539062 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -130081.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -130104.859375 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -130104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130121.226562 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -130121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130134.007812 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -130134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130147.343750 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -130147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -130154.367188 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -130154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -130161.882812 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -130161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -130164.250000 Penalty: 3501.996338
	Iteration 23Q: 3 clusters Score -130164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130164.828125 Penalty: 3501.996338
	Iteration 24Q: 3 clusters Score -130164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -130171.531250 Penalty: 3501.996338
	Iteration 25Q: 3 clusters Score -130171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130172.859375 Penalty: 3501.996338
	Iteration 26Q: 3 clusters Score -130172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -130174.085938 Penalty: 3501.996338
	Iteration 27Q: 3 clusters Score -130174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130175.890625 Penalty: 3501.996338
	Iteration 28Q: 3 clusters Score -130175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130175.890625 Penalty: 3501.996338
	Iteration 29F: 3 clusters Score -130175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Entering Unmasked Estep 
Score: -1460763.000000 Penalty: 2355.670898
	Iteration 0F: 2 clusters Score -1460763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1451034.750000 Penalty: 4711.341797
	Iteration 0F: 3 clusters Score -1451035 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1454059.875000 Penalty: 4711.341797
	Iteration 1F: 3 clusters Score -1454060 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1454650.000000 Penalty: 4711.341797
	Iteration 2F: 3 clusters Score -1454650 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1455145.500000 Penalty: 4711.341797
	Iteration 3F: 3 clusters Score -1455146 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1455575.875000 Penalty: 4711.341797
	Iteration 4F: 3 clusters Score -1455576 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1456015.500000 Penalty: 4711.341797
	Iteration 5F: 3 clusters Score -1456016 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1456447.500000 Penalty: 4711.341797
	Iteration 6F: 3 clusters Score -1456448 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1456868.625000 Penalty: 4711.341797
	Iteration 7F: 3 clusters Score -1456869 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1457280.500000 Penalty: 4711.341797
	Iteration 8Q: 3 clusters Score -1457280 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1457676.500000 Penalty: 4711.341797
	Iteration 9Q: 3 clusters Score -1457676 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1458040.250000 Penalty: 4711.341797
	Iteration 10Q: 3 clusters Score -1458040 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1458344.125000 Penalty: 4711.341797
	Iteration 11Q: 3 clusters Score -1458344 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1458625.000000 Penalty: 4711.341797
	Iteration 12Q: 3 clusters Score -1458625 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1458842.500000 Penalty: 4711.341797
	Iteration 13Q: 3 clusters Score -1458842 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1459019.750000 Penalty: 4711.341797
	Iteration 14Q: 3 clusters Score -1459020 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1459183.000000 Penalty: 4711.341797
	Iteration 15Q: 3 clusters Score -1459183 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1459295.000000 Penalty: 4711.341797
	Iteration 16Q: 3 clusters Score -1459295 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1459389.750000 Penalty: 4711.341797
	Iteration 17Q: 3 clusters Score -1459390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1459460.625000 Penalty: 4711.341797
	Iteration 18Q: 3 clusters Score -1459461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1459524.125000 Penalty: 4711.341797
	Iteration 19Q: 3 clusters Score -1459524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1459573.500000 Penalty: 4711.341797
	Iteration 20F: 3 clusters Score -1459574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1459600.875000 Penalty: 4711.341797
	Iteration 21Q: 3 clusters Score -1459601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1459619.250000 Penalty: 4711.341797
	Iteration 22Q: 3 clusters Score -1459619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1459629.875000 Penalty: 4711.341797
	Iteration 23Q: 3 clusters Score -1459630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1459643.750000 Penalty: 4711.341797
	Iteration 24Q: 3 clusters Score -1459644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1459648.250000 Penalty: 4711.341797
	Iteration 25Q: 3 clusters Score -1459648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1459650.500000 Penalty: 4711.341797
	Iteration 26Q: 3 clusters Score -1459650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1459654.750000 Penalty: 4711.341797
	Iteration 27Q: 3 clusters Score -1459655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1459661.375000 Penalty: 4711.341797
	Iteration 28Q: 3 clusters Score -1459661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1459666.625000 Penalty: 4711.341797
	Iteration 29Q: 3 clusters Score -1459667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1459668.625000 Penalty: 4711.341797
	Iteration 30Q: 3 clusters Score -1459669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1459674.625000 Penalty: 4711.341797
	Iteration 31Q: 3 clusters Score -1459675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1459673.625000 Penalty: 4711.341797
	Iteration 32Q: 3 clusters Score -1459674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1459676.750000 Penalty: 4711.341797
	Iteration 33Q: 3 clusters Score -1459677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1459678.625000 Penalty: 4711.341797
	Iteration 34Q: 3 clusters Score -1459679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1459678.625000 Penalty: 4711.341797
	Iteration 35F: 3 clusters Score -1459679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237025 members 
Entering Unmasked Estep 
Score: -27849196.000000 Penalty: 3069.228516
	Iteration 0F: 2 clusters Score -2.78492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -27696408.000000 Penalty: 6138.457031
	Iteration 0F: 3 clusters Score -2.769641e+07 nChanged 114420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124761 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -27764386.000000 Penalty: 6138.457031
	Iteration 1F: 3 clusters Score -2.776439e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -27765536.000000 Penalty: 6138.457031
	Iteration 2Q: 3 clusters Score -2.776554e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -27767620.000000 Penalty: 6138.457031
	Iteration 3Q: 3 clusters Score -2.776762e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -27771498.000000 Penalty: 6138.457031
	Iteration 4Q: 3 clusters Score -2.77715e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -27779168.000000 Penalty: 6138.457031
	Iteration 5F: 3 clusters Score -2.777917e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -27792900.000000 Penalty: 6138.457031
	Iteration 6F: 3 clusters Score -2.77929e+07 nChanged 23463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199634 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -27813256.000000 Penalty: 6138.457031
	Iteration 7F: 3 clusters Score -2.781326e+07 nChanged 20639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220271 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -27831848.000000 Penalty: 6138.457031
	Iteration 8F: 3 clusters Score -2.783185e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231536 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -27841956.000000 Penalty: 6138.457031
	Iteration 9Q: 3 clusters Score -2.784196e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235346 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -27845096.000000 Penalty: 6138.457031
	Iteration 10Q: 3 clusters Score -2.78451e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236310 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -27846006.000000 Penalty: 6138.457031
	Iteration 11Q: 3 clusters Score -2.784601e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236576 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27846308.000000 Penalty: 6138.457031
	Iteration 12Q: 3 clusters Score -2.784631e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236653 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27846396.000000 Penalty: 6138.457031
	Iteration 13Q: 3 clusters Score -2.78464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236686 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27846470.000000 Penalty: 6138.457031
	Iteration 14Q: 3 clusters Score -2.784647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236689 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27846512.000000 Penalty: 6138.457031
	Iteration 15Q: 3 clusters Score -2.784651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236692 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27846520.000000 Penalty: 6138.457031
	Iteration 16Q: 3 clusters Score -2.784652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236694 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27846528.000000 Penalty: 6138.457031
	Iteration 17Q: 3 clusters Score -2.784653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236695 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27846532.000000 Penalty: 6138.457031
	Iteration 18Q: 3 clusters Score -2.784653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236698 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27846528.000000 Penalty: 6138.457031
	Iteration 19Q: 3 clusters Score -2.784653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236702 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27846540.000000 Penalty: 6138.457031
	Iteration 20F: 3 clusters Score -2.784654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236704 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27846562.000000 Penalty: 6138.457031
	Iteration 21Q: 3 clusters Score -2.784656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236702 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27846576.000000 Penalty: 6138.457031
	Iteration 22Q: 3 clusters Score -2.784658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236698 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27846566.000000 Penalty: 6138.457031
	Iteration 23Q: 3 clusters Score -2.784657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236697 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27846562.000000 Penalty: 6138.457031
	Iteration 24Q: 3 clusters Score -2.784656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236699 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27846568.000000 Penalty: 6138.457031
	Iteration 25Q: 3 clusters Score -2.784657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236698 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27846580.000000 Penalty: 6138.457031
	Iteration 26Q: 3 clusters Score -2.784658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236696 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27846584.000000 Penalty: 6138.457031
	Iteration 27Q: 3 clusters Score -2.784658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236695 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27846586.000000 Penalty: 6138.457031
	Iteration 28Q: 3 clusters Score -2.784659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236694 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27846580.000000 Penalty: 6138.457031
	Iteration 29Q: 3 clusters Score -2.784658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236694 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27846580.000000 Penalty: 6138.457031
	Iteration 30F: 3 clusters Score -2.784658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -51944.539062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -51944.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50459.351562 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -50459.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50633.515625 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -50633.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50689.691406 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -50689.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50764.804688 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -50764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50814.550781 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -50814.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50850.765625 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -50850.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50886.320312 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -50886.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50919.738281 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -50919.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50968.886719 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -50968.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51050.976562 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -51050.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51121.257812 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -51121.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51150.585938 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -51150.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51187.265625 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -51187.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51201.226562 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -51201.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51204.789062 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -51204.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51220.632812 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -51220.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51234.375000 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -51234.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51241.117188 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -51241.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51247.667969 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -51247.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51259.003906 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -51259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51271.050781 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -51271.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51278.464844 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -51278.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51280.988281 Penalty: 3083.436523
	Iteration 22Q: 3 clusters Score -51280.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51280.988281 Penalty: 3083.436523
	Iteration 23F: 3 clusters Score -51280.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52647.566406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52647.57 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 254 members 
Entering Unmasked Estep 
Score: -51250.128906 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51250.13 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51799.890625 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51799.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52301.199219 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -52301.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52432.179688 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -52432.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -52507.031250 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -52507.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52548.984375 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -52548.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52563.285156 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -52563.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52567.109375 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -52567.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52567.109375 Penalty: 3113.215088
	Iteration 8F: 3 clusters Score -52567.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60011.808594 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60011.81 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 296 members 
Entering Unmasked Estep 
Score: -58373.394531 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -58373.39 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58657.667969 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -58657.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58781.058594 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -58781.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58886.046875 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -58886.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58972.910156 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -58972.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59122.214844 Penalty: 3189.140869
	Iteration 5F: 3 clusters Score -59122.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59314.222656 Penalty: 3189.140869
	Iteration 6F: 3 clusters Score -59314.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59600.046875 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59600.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60061.300781 Penalty: 3189.140869
	Iteration 8F: 3 clusters Score -60061.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60161.550781 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -60161.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60169.664062 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -60169.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60169.664062 Penalty: 3189.140869
	Iteration 11F: 3 clusters Score -60169.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92018 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54087 members 
Mstep: Class 8 contains 239997 members 
Mstep: Class 9 contains 194915 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178084 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39335 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 83300 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74104 members 
Mstep: Class 20 contains 25887 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216017 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 237025 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 266 members 
Mstep: Class 30 contains 5358 members 
Mstep: Class 31 contains 354 members 
Entering Unmasked Estep 
Score: -183973696.000000 Penalty: 109879.187500
Splitting cluster 29 changes total score from -183975584.000000 to -183973696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (5358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Entering Unmasked Estep 
Score: -578659.062500 Penalty: 2129.413818
	Iteration 0F: 2 clusters Score -578659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -573850.125000 Penalty: 4258.827637
	Iteration 0F: 3 clusters Score -573850.1 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -575170.625000 Penalty: 4258.827637
	Iteration 1F: 3 clusters Score -575170.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -575563.937500 Penalty: 4258.827637
	Iteration 2F: 3 clusters Score -575563.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -576000.750000 Penalty: 4258.827637
	Iteration 3F: 3 clusters Score -576000.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -576424.000000 Penalty: 4258.827637
	Iteration 4F: 3 clusters Score -576424 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -576896.187500 Penalty: 4258.827637
	Iteration 5F: 3 clusters Score -576896.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -577329.750000 Penalty: 4258.827637
	Iteration 6F: 3 clusters Score -577329.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -577660.125000 Penalty: 4258.827637
	Iteration 7F: 3 clusters Score -577660.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -577859.812500 Penalty: 4258.827637
	Iteration 8Q: 3 clusters Score -577859.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -577953.687500 Penalty: 4258.827637
	Iteration 9Q: 3 clusters Score -577953.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -578011.812500 Penalty: 4258.827637
	Iteration 10Q: 3 clusters Score -578011.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -578048.562500 Penalty: 4258.827637
	Iteration 11Q: 3 clusters Score -578048.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -578088.437500 Penalty: 4258.827637
	Iteration 12Q: 3 clusters Score -578088.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -578123.500000 Penalty: 4258.827637
	Iteration 13Q: 3 clusters Score -578123.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -578145.687500 Penalty: 4258.827637
	Iteration 14Q: 3 clusters Score -578145.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -578157.250000 Penalty: 4258.827637
	Iteration 15Q: 3 clusters Score -578157.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -578163.750000 Penalty: 4258.827637
	Iteration 16Q: 3 clusters Score -578163.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -578170.750000 Penalty: 4258.827637
	Iteration 17Q: 3 clusters Score -578170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -578175.062500 Penalty: 4258.827637
	Iteration 18Q: 3 clusters Score -578175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -578177.250000 Penalty: 4258.827637
	Iteration 19Q: 3 clusters Score -578177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -578176.875000 Penalty: 4258.827637
	Iteration 20F: 3 clusters Score -578176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92018 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54087 members 
Mstep: Class 8 contains 239997 members 
Mstep: Class 9 contains 194915 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178084 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39335 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 83300 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 74104 members 
Mstep: Class 20 contains 25887 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216017 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 237025 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975600.000000 Penalty: 106334.703125
Iteration 199Q: 31 clusters Score -1.839756e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46755 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92025 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54085 members 
Mstep: Class 8 contains 240063 members 
Mstep: Class 9 contains 194900 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178051 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39332 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 83301 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 74104 members 
Mstep: Class 20 contains 25883 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216014 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13344 members 
Mstep: Class 26 contains 237007 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975504.000000 Penalty: 106334.703125
Iteration 200F: 31 clusters Score -1.839755e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92033 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54086 members 
Mstep: Class 8 contains 240107 members 
Mstep: Class 9 contains 194888 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178028 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39330 members 
Mstep: Class 14 contains 55685 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 74111 members 
Mstep: Class 20 contains 25875 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216018 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13344 members 
Mstep: Class 26 contains 236992 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975584.000000 Penalty: 106334.703125
Iteration 201Q: 31 clusters Score -1.839756e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92045 members 
Mstep: Class 6 contains 7881 members 
Mstep: Class 7 contains 54085 members 
Mstep: Class 8 contains 240152 members 
Mstep: Class 9 contains 194873 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 178008 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39333 members 
Mstep: Class 14 contains 55681 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74114 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216012 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236980 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975600.000000 Penalty: 106334.703125
Iteration 202Q: 31 clusters Score -1.839756e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 92055 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 54083 members 
Mstep: Class 8 contains 240196 members 
Mstep: Class 9 contains 194849 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177997 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39333 members 
Mstep: Class 14 contains 55680 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74116 members 
Mstep: Class 20 contains 25873 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 216001 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236973 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975664.000000 Penalty: 106334.703125
Iteration 203Q: 31 clusters Score -1.839757e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 92064 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 54080 members 
Mstep: Class 8 contains 240241 members 
Mstep: Class 9 contains 194834 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177971 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39336 members 
Mstep: Class 14 contains 55683 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74118 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215989 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 236968 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975632.000000 Penalty: 106334.703125
Iteration 204Q: 31 clusters Score -1.839756e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 92069 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 54076 members 
Mstep: Class 8 contains 240287 members 
Mstep: Class 9 contains 194820 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177947 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39335 members 
Mstep: Class 14 contains 55683 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74122 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215985 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 236964 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975632.000000 Penalty: 106334.703125
Iteration 205Q: 31 clusters Score -1.839756e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92069 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54073 members 
Mstep: Class 8 contains 240344 members 
Mstep: Class 9 contains 194804 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177934 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39334 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74126 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215975 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236944 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975744.000000 Penalty: 106334.703125
Iteration 206Q: 31 clusters Score -1.839757e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46752 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92072 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54067 members 
Mstep: Class 8 contains 240407 members 
Mstep: Class 9 contains 194789 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177902 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39334 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74126 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215974 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 236933 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975664.000000 Penalty: 106334.703125
Iteration 207Q: 31 clusters Score -1.839757e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46751 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 92079 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54063 members 
Mstep: Class 8 contains 240459 members 
Mstep: Class 9 contains 194771 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177885 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39327 members 
Mstep: Class 14 contains 55688 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 74122 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215969 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236931 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975712.000000 Penalty: 106334.703125
Iteration 208Q: 31 clusters Score -1.839757e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46746 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92083 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54065 members 
Mstep: Class 8 contains 240501 members 
Mstep: Class 9 contains 194754 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177870 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39321 members 
Mstep: Class 14 contains 55687 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74125 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215972 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236920 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975824.000000 Penalty: 106334.703125
Iteration 209Q: 31 clusters Score -1.839758e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46744 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92093 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54067 members 
Mstep: Class 8 contains 240549 members 
Mstep: Class 9 contains 194730 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177841 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39316 members 
Mstep: Class 14 contains 55689 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74126 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215981 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236910 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975920.000000 Penalty: 106334.703125
Iteration 210Q: 31 clusters Score -1.839759e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46740 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92104 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54062 members 
Mstep: Class 8 contains 240595 members 
Mstep: Class 9 contains 194706 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177826 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39316 members 
Mstep: Class 14 contains 55692 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74126 members 
Mstep: Class 20 contains 25867 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215982 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236900 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976016.000000 Penalty: 106334.703125
Iteration 211Q: 31 clusters Score -1.83976e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46738 members 
Mstep: Class 4 contains 19296 members 
Mstep: Class 5 contains 92110 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54058 members 
Mstep: Class 8 contains 240651 members 
Mstep: Class 9 contains 194677 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177802 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39311 members 
Mstep: Class 14 contains 55695 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74126 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215986 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236891 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976160.000000 Penalty: 106334.703125
Iteration 212Q: 31 clusters Score -1.839762e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46738 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92117 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54058 members 
Mstep: Class 8 contains 240702 members 
Mstep: Class 9 contains 194665 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177780 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39308 members 
Mstep: Class 14 contains 55698 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74122 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215981 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236876 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976192.000000 Penalty: 106334.703125
Iteration 213Q: 31 clusters Score -1.839762e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46740 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92124 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54059 members 
Mstep: Class 8 contains 240747 members 
Mstep: Class 9 contains 194670 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177749 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39303 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74124 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215970 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 236863 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976272.000000 Penalty: 106334.703125
Iteration 214Q: 31 clusters Score -1.839763e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46737 members 
Mstep: Class 4 contains 19297 members 
Mstep: Class 5 contains 92136 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54061 members 
Mstep: Class 8 contains 240782 members 
Mstep: Class 9 contains 194662 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177737 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39303 members 
Mstep: Class 14 contains 55705 members 
Mstep: Class 15 contains 83304 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74128 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215947 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236850 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976208.000000 Penalty: 106334.703125
Iteration 215Q: 31 clusters Score -1.839762e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46734 members 
Mstep: Class 4 contains 19296 members 
Mstep: Class 5 contains 92135 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54059 members 
Mstep: Class 8 contains 240830 members 
Mstep: Class 9 contains 194660 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177718 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39300 members 
Mstep: Class 14 contains 55710 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74127 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215933 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236841 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976096.000000 Penalty: 106334.703125
Iteration 216Q: 31 clusters Score -1.839761e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46730 members 
Mstep: Class 4 contains 19296 members 
Mstep: Class 5 contains 92135 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54055 members 
Mstep: Class 8 contains 240876 members 
Mstep: Class 9 contains 194654 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177709 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39289 members 
Mstep: Class 14 contains 55714 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74128 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215920 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236833 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976240.000000 Penalty: 106334.703125
Iteration 217Q: 31 clusters Score -1.839762e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46724 members 
Mstep: Class 4 contains 19296 members 
Mstep: Class 5 contains 92134 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54054 members 
Mstep: Class 8 contains 240919 members 
Mstep: Class 9 contains 194650 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177696 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39286 members 
Mstep: Class 14 contains 55715 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74128 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215917 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 236816 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976000.000000 Penalty: 106334.703125
Iteration 218Q: 31 clusters Score -1.83976e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46723 members 
Mstep: Class 4 contains 19296 members 
Mstep: Class 5 contains 92138 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54052 members 
Mstep: Class 8 contains 240967 members 
Mstep: Class 9 contains 194650 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177668 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39277 members 
Mstep: Class 14 contains 55715 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74132 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215916 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236801 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976128.000000 Penalty: 106334.703125
Iteration 219Q: 31 clusters Score -1.839761e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46720 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92140 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54051 members 
Mstep: Class 8 contains 241019 members 
Mstep: Class 9 contains 194648 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177637 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39270 members 
Mstep: Class 14 contains 55718 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74138 members 
Mstep: Class 20 contains 25869 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215919 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 236786 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976096.000000 Penalty: 106334.703125
Iteration 220F: 31 clusters Score -1.839761e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46718 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92143 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54050 members 
Mstep: Class 8 contains 241078 members 
Mstep: Class 9 contains 194641 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177618 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39268 members 
Mstep: Class 14 contains 55721 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74144 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215909 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236757 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976272.000000 Penalty: 106334.703125
Iteration 221Q: 31 clusters Score -1.839763e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46715 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 92149 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54044 members 
Mstep: Class 8 contains 241140 members 
Mstep: Class 9 contains 194634 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177596 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 55723 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74148 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215892 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 236739 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976336.000000 Penalty: 106334.703125
Iteration 222Q: 31 clusters Score -1.839763e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46715 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 92154 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54043 members 
Mstep: Class 8 contains 241186 members 
Mstep: Class 9 contains 194628 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177573 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39265 members 
Mstep: Class 14 contains 55727 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74153 members 
Mstep: Class 20 contains 25867 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215881 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 236722 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976400.000000 Penalty: 106334.703125
Iteration 223Q: 31 clusters Score -1.839764e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46716 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92162 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54046 members 
Mstep: Class 8 contains 241228 members 
Mstep: Class 9 contains 194612 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177557 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39263 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74153 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215873 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 236708 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976400.000000 Penalty: 106334.703125
Iteration 224Q: 31 clusters Score -1.839764e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46716 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92165 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54046 members 
Mstep: Class 8 contains 241286 members 
Mstep: Class 9 contains 194603 members 
Mstep: Class 10 contains 10343 members 
Mstep: Class 11 contains 177537 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39259 members 
Mstep: Class 14 contains 55732 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74152 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215862 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236692 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976512.000000 Penalty: 106334.703125
Iteration 225Q: 31 clusters Score -1.839765e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46713 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92162 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54044 members 
Mstep: Class 8 contains 241334 members 
Mstep: Class 9 contains 194602 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177526 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39259 members 
Mstep: Class 14 contains 55731 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 74153 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215856 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13345 members 
Mstep: Class 26 contains 236669 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976544.000000 Penalty: 106334.703125
Iteration 226Q: 31 clusters Score -1.839765e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92156 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54044 members 
Mstep: Class 8 contains 241378 members 
Mstep: Class 9 contains 194598 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177517 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39259 members 
Mstep: Class 14 contains 55733 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74156 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215844 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 236652 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976464.000000 Penalty: 106334.703125
Iteration 227Q: 31 clusters Score -1.839765e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46707 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 92150 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54040 members 
Mstep: Class 8 contains 241409 members 
Mstep: Class 9 contains 194606 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177509 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39257 members 
Mstep: Class 14 contains 55734 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 74158 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215841 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 236640 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976544.000000 Penalty: 106334.703125
Iteration 228Q: 31 clusters Score -1.839765e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46705 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92142 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54033 members 
Mstep: Class 8 contains 241447 members 
Mstep: Class 9 contains 194613 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177492 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39256 members 
Mstep: Class 14 contains 55733 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74157 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215838 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13346 members 
Mstep: Class 26 contains 236632 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976416.000000 Penalty: 106334.703125
Iteration 229Q: 31 clusters Score -1.839764e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46702 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92142 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54028 members 
Mstep: Class 8 contains 241480 members 
Mstep: Class 9 contains 194613 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177478 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39253 members 
Mstep: Class 14 contains 55734 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74164 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215830 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 236625 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976432.000000 Penalty: 106334.703125
Iteration 230Q: 31 clusters Score -1.839764e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46698 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92137 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54025 members 
Mstep: Class 8 contains 241521 members 
Mstep: Class 9 contains 194598 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177471 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39253 members 
Mstep: Class 14 contains 55735 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74173 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215825 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 236613 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976320.000000 Penalty: 106334.703125
Iteration 231Q: 31 clusters Score -1.839763e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46692 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 92134 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54025 members 
Mstep: Class 8 contains 241554 members 
Mstep: Class 9 contains 194588 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177461 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39254 members 
Mstep: Class 14 contains 55735 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74179 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215822 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236605 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976320.000000 Penalty: 106334.703125
Iteration 232Q: 31 clusters Score -1.839763e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46690 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92135 members 
Mstep: Class 6 contains 7879 members 
Mstep: Class 7 contains 54026 members 
Mstep: Class 8 contains 241590 members 
Mstep: Class 9 contains 194574 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177455 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39253 members 
Mstep: Class 14 contains 55735 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74183 members 
Mstep: Class 20 contains 25863 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215814 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236594 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976272.000000 Penalty: 106334.703125
Iteration 233Q: 31 clusters Score -1.839763e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46680 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92135 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54025 members 
Mstep: Class 8 contains 241637 members 
Mstep: Class 9 contains 194558 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177452 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39249 members 
Mstep: Class 14 contains 55736 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74185 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215810 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 236584 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976400.000000 Penalty: 106334.703125
Iteration 234Q: 31 clusters Score -1.839764e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46678 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92135 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54023 members 
Mstep: Class 8 contains 241679 members 
Mstep: Class 9 contains 194542 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177439 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39249 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74186 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215814 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236571 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976560.000000 Penalty: 106334.703125
Iteration 235Q: 31 clusters Score -1.839766e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46675 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92134 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54021 members 
Mstep: Class 8 contains 241726 members 
Mstep: Class 9 contains 194525 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177433 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39247 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74185 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215815 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236554 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976496.000000 Penalty: 106334.703125
Iteration 236Q: 31 clusters Score -1.839765e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92135 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54019 members 
Mstep: Class 8 contains 241762 members 
Mstep: Class 9 contains 194520 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177429 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39248 members 
Mstep: Class 14 contains 55735 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74188 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215815 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236537 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976416.000000 Penalty: 106334.703125
Iteration 237Q: 31 clusters Score -1.839764e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46657 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92137 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54017 members 
Mstep: Class 8 contains 241803 members 
Mstep: Class 9 contains 194511 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177418 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39249 members 
Mstep: Class 14 contains 55735 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74194 members 
Mstep: Class 20 contains 25867 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215808 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236524 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976464.000000 Penalty: 106334.703125
Iteration 238Q: 31 clusters Score -1.839765e+08 nChanged 142
Entering ConstructFrom: 
Score: -183976464.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -456187.656250 Penalty: 2058.592773
	Iteration 0F: 2 clusters Score -456187.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -452270.500000 Penalty: 4117.185547
	Iteration 0F: 3 clusters Score -452270.5 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -453225.937500 Penalty: 4117.185547
	Iteration 1F: 3 clusters Score -453225.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -453610.781250 Penalty: 4117.185547
	Iteration 2F: 3 clusters Score -453610.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -454011.093750 Penalty: 4117.185547
	Iteration 3F: 3 clusters Score -454011.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -454514.125000 Penalty: 4117.185547
	Iteration 4F: 3 clusters Score -454514.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -455026.437500 Penalty: 4117.185547
	Iteration 5F: 3 clusters Score -455026.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -455604.843750 Penalty: 4117.185547
	Iteration 6F: 3 clusters Score -455604.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -456198.343750 Penalty: 4117.185547
	Iteration 7F: 3 clusters Score -456198.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -456390.875000 Penalty: 4117.185547
	Iteration 8Q: 3 clusters Score -456390.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -456433.062500 Penalty: 4117.185547
	Iteration 9Q: 3 clusters Score -456433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -456442.812500 Penalty: 4117.185547
	Iteration 10Q: 3 clusters Score -456442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -456446.937500 Penalty: 4117.185547
	Iteration 11Q: 3 clusters Score -456446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -456449.062500 Penalty: 4117.185547
	Iteration 12Q: 3 clusters Score -456449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -456449.718750 Penalty: 4117.185547
	Iteration 13Q: 3 clusters Score -456449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -456449.687500 Penalty: 4117.185547
	Iteration 14Q: 3 clusters Score -456449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -456450.375000 Penalty: 4117.185547
	Iteration 15Q: 3 clusters Score -456450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -456450.375000 Penalty: 4117.185547
	Iteration 16F: 3 clusters Score -456450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92140 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54014 members 
Mstep: Class 8 contains 241844 members 
Mstep: Class 9 contains 194498 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177425 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39244 members 
Mstep: Class 14 contains 55734 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74197 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215793 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236510 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 2086 members 
Entering Unmasked Estep 
Score: -183975232.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183976464.000000 to -183975232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -211432.968750 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -211433 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 1010 members 
Entering Unmasked Estep 
Score: -208837.515625 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -208837.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -209297.656250 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -209297.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -209430.546875 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -209430.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -209530.359375 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -209530.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -209619.421875 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -209619.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -209702.531250 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -209702.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -209798.062500 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -209798.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209874.000000 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -209874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -209935.437500 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -209935.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -209980.625000 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -209980.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -210030.765625 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -210030.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -210081.218750 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -210081.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -210130.234375 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -210130.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -210162.593750 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -210162.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -210189.093750 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -210189.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -210202.640625 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -210202.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -210216.765625 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -210216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -210226.031250 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -210226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -210238.250000 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -210238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -210246.218750 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -210246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -210253.734375 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -210253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -210263.734375 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -210263.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -210277.281250 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -210277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -210282.531250 Penalty: 3762.047363
	Iteration 23Q: 3 clusters Score -210282.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -210289.656250 Penalty: 3762.047363
	Iteration 24Q: 3 clusters Score -210289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -210298.593750 Penalty: 3762.047363
	Iteration 25Q: 3 clusters Score -210298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -210306.734375 Penalty: 3762.047363
	Iteration 26Q: 3 clusters Score -210306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -210315.234375 Penalty: 3762.047363
	Iteration 27Q: 3 clusters Score -210315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -210320.671875 Penalty: 3762.047363
	Iteration 28Q: 3 clusters Score -210320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -210323.687500 Penalty: 3762.047363
	Iteration 29Q: 3 clusters Score -210323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -210326.250000 Penalty: 3762.047363
	Iteration 30Q: 3 clusters Score -210326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -210327.781250 Penalty: 3762.047363
	Iteration 31Q: 3 clusters Score -210327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -210328.531250 Penalty: 3762.047363
	Iteration 32Q: 3 clusters Score -210328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -210328.531250 Penalty: 3762.047363
	Iteration 33F: 3 clusters Score -210328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Entering Unmasked Estep 
Score: -5496780.000000 Penalty: 2666.106201
	Iteration 0F: 2 clusters Score -5496780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5465300.500000 Penalty: 5332.212402
	Iteration 0F: 3 clusters Score -5465300 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5477093.000000 Penalty: 5332.212402
	Iteration 1F: 3 clusters Score -5477093 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -5477707.000000 Penalty: 5332.212402
	Iteration 2Q: 3 clusters Score -5477707 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5478283.000000 Penalty: 5332.212402
	Iteration 3Q: 3 clusters Score -5478283 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5478919.000000 Penalty: 5332.212402
	Iteration 4Q: 3 clusters Score -5478919 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -5479639.500000 Penalty: 5332.212402
	Iteration 5Q: 3 clusters Score -5479640 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -5480662.000000 Penalty: 5332.212402
	Iteration 6Q: 3 clusters Score -5480662 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -5481994.500000 Penalty: 5332.212402
	Iteration 7Q: 3 clusters Score -5481994 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -5483462.000000 Penalty: 5332.212402
	Iteration 8F: 3 clusters Score -5483462 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5484957.500000 Penalty: 5332.212402
	Iteration 9F: 3 clusters Score -5484958 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5486240.000000 Penalty: 5332.212402
	Iteration 10F: 3 clusters Score -5486240 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5487143.000000 Penalty: 5332.212402
	Iteration 11Q: 3 clusters Score -5487143 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5487776.500000 Penalty: 5332.212402
	Iteration 12Q: 3 clusters Score -5487776 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5488307.500000 Penalty: 5332.212402
	Iteration 13Q: 3 clusters Score -5488308 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5488772.000000 Penalty: 5332.212402
	Iteration 14Q: 3 clusters Score -5488772 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5489182.500000 Penalty: 5332.212402
	Iteration 15Q: 3 clusters Score -5489182 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5489590.000000 Penalty: 5332.212402
	Iteration 16Q: 3 clusters Score -5489590 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -5489960.500000 Penalty: 5332.212402
	Iteration 17Q: 3 clusters Score -5489960 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5490313.500000 Penalty: 5332.212402
	Iteration 18Q: 3 clusters Score -5490314 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5490710.000000 Penalty: 5332.212402
	Iteration 19Q: 3 clusters Score -5490710 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5491152.500000 Penalty: 5332.212402
	Iteration 20F: 3 clusters Score -5491152 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5491589.000000 Penalty: 5332.212402
	Iteration 21Q: 3 clusters Score -5491589 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -5492054.500000 Penalty: 5332.212402
	Iteration 22Q: 3 clusters Score -5492054 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -5492534.500000 Penalty: 5332.212402
	Iteration 23Q: 3 clusters Score -5492534 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5492985.000000 Penalty: 5332.212402
	Iteration 24Q: 3 clusters Score -5492985 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5493484.500000 Penalty: 5332.212402
	Iteration 25Q: 3 clusters Score -5493484 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5493948.000000 Penalty: 5332.212402
	Iteration 26Q: 3 clusters Score -5493948 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -5494356.500000 Penalty: 5332.212402
	Iteration 27Q: 3 clusters Score -5494356 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5494683.000000 Penalty: 5332.212402
	Iteration 28Q: 3 clusters Score -5494683 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5494955.000000 Penalty: 5332.212402
	Iteration 29Q: 3 clusters Score -5494955 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5495178.000000 Penalty: 5332.212402
	Iteration 30Q: 3 clusters Score -5495178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5495330.500000 Penalty: 5332.212402
	Iteration 31Q: 3 clusters Score -5495330 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5495450.500000 Penalty: 5332.212402
	Iteration 32Q: 3 clusters Score -5495450 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5495494.500000 Penalty: 5332.212402
	Iteration 33Q: 3 clusters Score -5495494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5495529.500000 Penalty: 5332.212402
	Iteration 34Q: 3 clusters Score -5495530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5495539.500000 Penalty: 5332.212402
	Iteration 35Q: 3 clusters Score -5495540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5495565.000000 Penalty: 5332.212402
	Iteration 36Q: 3 clusters Score -5495565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5495581.000000 Penalty: 5332.212402
	Iteration 37Q: 3 clusters Score -5495581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5495613.000000 Penalty: 5332.212402
	Iteration 38Q: 3 clusters Score -5495613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5495616.000000 Penalty: 5332.212402
	Iteration 39Q: 3 clusters Score -5495616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5495630.500000 Penalty: 5332.212402
	Iteration 40F: 3 clusters Score -5495630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5495631.000000 Penalty: 5332.212402
	Iteration 41Q: 3 clusters Score -5495631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5495643.000000 Penalty: 5332.212402
	Iteration 42Q: 3 clusters Score -5495643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5495637.000000 Penalty: 5332.212402
	Iteration 43Q: 3 clusters Score -5495637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5495639.500000 Penalty: 5332.212402
	Iteration 44Q: 3 clusters Score -5495640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5495639.000000 Penalty: 5332.212402
	Iteration 45Q: 3 clusters Score -5495639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5495654.000000 Penalty: 5332.212402
	Iteration 46Q: 3 clusters Score -5495654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5495651.000000 Penalty: 5332.212402
	Iteration 47Q: 3 clusters Score -5495651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5495653.500000 Penalty: 5332.212402
	Iteration 48Q: 3 clusters Score -5495654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5495660.000000 Penalty: 5332.212402
	Iteration 49Q: 3 clusters Score -5495660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5495668.500000 Penalty: 5332.212402
	Iteration 50Q: 3 clusters Score -5495668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5495666.000000 Penalty: 5332.212402
	Iteration 51Q: 3 clusters Score -5495666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5495665.000000 Penalty: 5332.212402
	Iteration 52Q: 3 clusters Score -5495665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5495668.500000 Penalty: 5332.212402
	Iteration 53Q: 3 clusters Score -5495668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5495667.000000 Penalty: 5332.212402
	Iteration 54Q: 3 clusters Score -5495667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5495666.500000 Penalty: 5332.212402
	Iteration 55Q: 3 clusters Score -5495666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5495666.000000 Penalty: 5332.212402
	Iteration 56Q: 3 clusters Score -5495666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5495665.500000 Penalty: 5332.212402
	Iteration 57Q: 3 clusters Score -5495666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5495660.500000 Penalty: 5332.212402
	Iteration 58Q: 3 clusters Score -5495660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5495657.000000 Penalty: 5332.212402
	Iteration 59Q: 3 clusters Score -5495657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5495657.000000 Penalty: 5332.212402
	Iteration 60F: 3 clusters Score -5495657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Entering Unmasked Estep 
Score: -2241973.750000 Penalty: 2447.165039
	Iteration 0F: 2 clusters Score -2241974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2228278.750000 Penalty: 4894.330078
	Iteration 0F: 3 clusters Score -2228279 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2232822.000000 Penalty: 4894.330078
	Iteration 1F: 3 clusters Score -2232822 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2233358.750000 Penalty: 4894.330078
	Iteration 2F: 3 clusters Score -2233359 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2233931.500000 Penalty: 4894.330078
	Iteration 3F: 3 clusters Score -2233932 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2234644.750000 Penalty: 4894.330078
	Iteration 4F: 3 clusters Score -2234645 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2235581.750000 Penalty: 4894.330078
	Iteration 5F: 3 clusters Score -2235582 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2236654.250000 Penalty: 4894.330078
	Iteration 6F: 3 clusters Score -2236654 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2237735.000000 Penalty: 4894.330078
	Iteration 7F: 3 clusters Score -2237735 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2238618.000000 Penalty: 4894.330078
	Iteration 8F: 3 clusters Score -2238618 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2239284.000000 Penalty: 4894.330078
	Iteration 9Q: 3 clusters Score -2239284 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2239742.250000 Penalty: 4894.330078
	Iteration 10Q: 3 clusters Score -2239742 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2240110.000000 Penalty: 4894.330078
	Iteration 11Q: 3 clusters Score -2240110 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2240491.000000 Penalty: 4894.330078
	Iteration 12Q: 3 clusters Score -2240491 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2240825.250000 Penalty: 4894.330078
	Iteration 13Q: 3 clusters Score -2240825 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2241041.750000 Penalty: 4894.330078
	Iteration 14Q: 3 clusters Score -2241042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2241208.750000 Penalty: 4894.330078
	Iteration 15Q: 3 clusters Score -2241209 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2241294.750000 Penalty: 4894.330078
	Iteration 16Q: 3 clusters Score -2241295 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2241340.250000 Penalty: 4894.330078
	Iteration 17Q: 3 clusters Score -2241340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2241374.250000 Penalty: 4894.330078
	Iteration 18Q: 3 clusters Score -2241374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2241391.750000 Penalty: 4894.330078
	Iteration 19Q: 3 clusters Score -2241392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2241409.000000 Penalty: 4894.330078
	Iteration 20F: 3 clusters Score -2241409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2241416.250000 Penalty: 4894.330078
	Iteration 21Q: 3 clusters Score -2241416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2241426.250000 Penalty: 4894.330078
	Iteration 22Q: 3 clusters Score -2241426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2241427.250000 Penalty: 4894.330078
	Iteration 23Q: 3 clusters Score -2241427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2241434.750000 Penalty: 4894.330078
	Iteration 24Q: 3 clusters Score -2241435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2241443.750000 Penalty: 4894.330078
	Iteration 25Q: 3 clusters Score -2241444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2241458.250000 Penalty: 4894.330078
	Iteration 26Q: 3 clusters Score -2241458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2241474.250000 Penalty: 4894.330078
	Iteration 27Q: 3 clusters Score -2241474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2241478.000000 Penalty: 4894.330078
	Iteration 28Q: 3 clusters Score -2241478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2241490.000000 Penalty: 4894.330078
	Iteration 29Q: 3 clusters Score -2241490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2241500.000000 Penalty: 4894.330078
	Iteration 30Q: 3 clusters Score -2241500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2241519.000000 Penalty: 4894.330078
	Iteration 31Q: 3 clusters Score -2241519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2241527.500000 Penalty: 4894.330078
	Iteration 32Q: 3 clusters Score -2241528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2241541.750000 Penalty: 4894.330078
	Iteration 33Q: 3 clusters Score -2241542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2241554.000000 Penalty: 4894.330078
	Iteration 34Q: 3 clusters Score -2241554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2241562.000000 Penalty: 4894.330078
	Iteration 35Q: 3 clusters Score -2241562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2241556.000000 Penalty: 4894.330078
	Iteration 36Q: 3 clusters Score -2241556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2241562.750000 Penalty: 4894.330078
	Iteration 37Q: 3 clusters Score -2241563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2241570.500000 Penalty: 4894.330078
	Iteration 38Q: 3 clusters Score -2241570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2241569.000000 Penalty: 4894.330078
	Iteration 39Q: 3 clusters Score -2241569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2241570.250000 Penalty: 4894.330078
	Iteration 40F: 3 clusters Score -2241570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2241572.250000 Penalty: 4894.330078
	Iteration 41Q: 3 clusters Score -2241572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2241571.000000 Penalty: 4894.330078
	Iteration 42Q: 3 clusters Score -2241571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2241571.500000 Penalty: 4894.330078
	Iteration 43Q: 3 clusters Score -2241572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2241573.750000 Penalty: 4894.330078
	Iteration 44Q: 3 clusters Score -2241574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2241572.500000 Penalty: 4894.330078
	Iteration 45Q: 3 clusters Score -2241572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2241572.750000 Penalty: 4894.330078
	Iteration 46Q: 3 clusters Score -2241573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2241575.500000 Penalty: 4894.330078
	Iteration 47Q: 3 clusters Score -2241576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2241579.250000 Penalty: 4894.330078
	Iteration 48Q: 3 clusters Score -2241579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2241576.250000 Penalty: 4894.330078
	Iteration 49Q: 3 clusters Score -2241576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2241580.500000 Penalty: 4894.330078
	Iteration 50Q: 3 clusters Score -2241580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2241581.750000 Penalty: 4894.330078
	Iteration 51Q: 3 clusters Score -2241582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2241581.250000 Penalty: 4894.330078
	Iteration 52Q: 3 clusters Score -2241581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2241580.500000 Penalty: 4894.330078
	Iteration 53Q: 3 clusters Score -2241580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2241582.000000 Penalty: 4894.330078
	Iteration 54Q: 3 clusters Score -2241582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2241583.250000 Penalty: 4894.330078
	Iteration 55Q: 3 clusters Score -2241583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2241587.000000 Penalty: 4894.330078
	Iteration 56Q: 3 clusters Score -2241587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2241586.500000 Penalty: 4894.330078
	Iteration 57Q: 3 clusters Score -2241586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2241586.750000 Penalty: 4894.330078
	Iteration 58Q: 3 clusters Score -2241587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2241590.000000 Penalty: 4894.330078
	Iteration 59Q: 3 clusters Score -2241590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2241588.500000 Penalty: 4894.330078
	Iteration 60F: 3 clusters Score -2241588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2241588.000000 Penalty: 4894.330078
	Iteration 61Q: 3 clusters Score -2241588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2241588.000000 Penalty: 4894.330078
	Iteration 62F: 3 clusters Score -2241588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Entering Unmasked Estep 
Score: -10906237.000000 Penalty: 2834.904053
	Iteration 0F: 2 clusters Score -1.090624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -10844771.000000 Penalty: 5669.808105
	Iteration 0F: 3 clusters Score -1.084477e+07 nChanged 43527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -10869295.000000 Penalty: 5669.808105
	Iteration 1F: 3 clusters Score -1.08693e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -10869914.000000 Penalty: 5669.808105
	Iteration 2Q: 3 clusters Score -1.086991e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -10870596.000000 Penalty: 5669.808105
	Iteration 3Q: 3 clusters Score -1.08706e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -10871423.000000 Penalty: 5669.808105
	Iteration 4Q: 3 clusters Score -1.087142e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -10872580.000000 Penalty: 5669.808105
	Iteration 5Q: 3 clusters Score -1.087258e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -10874513.000000 Penalty: 5669.808105
	Iteration 6Q: 3 clusters Score -1.087451e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -10877439.000000 Penalty: 5669.808105
	Iteration 7F: 3 clusters Score -1.087744e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -10882365.000000 Penalty: 5669.808105
	Iteration 8F: 3 clusters Score -1.088236e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -10889204.000000 Penalty: 5669.808105
	Iteration 9F: 3 clusters Score -1.08892e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -10896064.000000 Penalty: 5669.808105
	Iteration 10F: 3 clusters Score -1.089606e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -10900584.000000 Penalty: 5669.808105
	Iteration 11F: 3 clusters Score -1.090058e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10902507.000000 Penalty: 5669.808105
	Iteration 12Q: 3 clusters Score -1.090251e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10903204.000000 Penalty: 5669.808105
	Iteration 13Q: 3 clusters Score -1.09032e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10903442.000000 Penalty: 5669.808105
	Iteration 14Q: 3 clusters Score -1.090344e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10903568.000000 Penalty: 5669.808105
	Iteration 15Q: 3 clusters Score -1.090357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10903632.000000 Penalty: 5669.808105
	Iteration 16Q: 3 clusters Score -1.090363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10903649.000000 Penalty: 5669.808105
	Iteration 17Q: 3 clusters Score -1.090365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10903675.000000 Penalty: 5669.808105
	Iteration 18Q: 3 clusters Score -1.090368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10903704.000000 Penalty: 5669.808105
	Iteration 19Q: 3 clusters Score -1.09037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91886 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10903704.000000 Penalty: 5669.808105
	Iteration 20F: 3 clusters Score -1.09037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10903701.000000 Penalty: 5669.808105
	Iteration 21Q: 3 clusters Score -1.09037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10903714.000000 Penalty: 5669.808105
	Iteration 22Q: 3 clusters Score -1.090371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10903720.000000 Penalty: 5669.808105
	Iteration 23Q: 3 clusters Score -1.090372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10903723.000000 Penalty: 5669.808105
	Iteration 24Q: 3 clusters Score -1.090372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10903726.000000 Penalty: 5669.808105
	Iteration 25Q: 3 clusters Score -1.090373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10903726.000000 Penalty: 5669.808105
	Iteration 26F: 3 clusters Score -1.090373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Entering Unmasked Estep 
Score: -874354.312500 Penalty: 2225.013672
	Iteration 0F: 2 clusters Score -874354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -868055.125000 Penalty: 4450.027344
	Iteration 0F: 3 clusters Score -868055.1 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -869775.937500 Penalty: 4450.027344
	Iteration 1F: 3 clusters Score -869775.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -870055.750000 Penalty: 4450.027344
	Iteration 2F: 3 clusters Score -870055.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -870268.625000 Penalty: 4450.027344
	Iteration 3F: 3 clusters Score -870268.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -870535.500000 Penalty: 4450.027344
	Iteration 4Q: 3 clusters Score -870535.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -870860.812500 Penalty: 4450.027344
	Iteration 5Q: 3 clusters Score -870860.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -871188.437500 Penalty: 4450.027344
	Iteration 6F: 3 clusters Score -871188.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -871581.000000 Penalty: 4450.027344
	Iteration 7F: 3 clusters Score -871581 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -871905.500000 Penalty: 4450.027344
	Iteration 8F: 3 clusters Score -871905.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -872153.500000 Penalty: 4450.027344
	Iteration 9F: 3 clusters Score -872153.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -872357.937500 Penalty: 4450.027344
	Iteration 10Q: 3 clusters Score -872357.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -872517.625000 Penalty: 4450.027344
	Iteration 11Q: 3 clusters Score -872517.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -872634.687500 Penalty: 4450.027344
	Iteration 12Q: 3 clusters Score -872634.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -872729.312500 Penalty: 4450.027344
	Iteration 13Q: 3 clusters Score -872729.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -872801.062500 Penalty: 4450.027344
	Iteration 14Q: 3 clusters Score -872801.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -872855.437500 Penalty: 4450.027344
	Iteration 15Q: 3 clusters Score -872855.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -872910.187500 Penalty: 4450.027344
	Iteration 16Q: 3 clusters Score -872910.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -872954.750000 Penalty: 4450.027344
	Iteration 17Q: 3 clusters Score -872954.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -872982.625000 Penalty: 4450.027344
	Iteration 18Q: 3 clusters Score -872982.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -873007.562500 Penalty: 4450.027344
	Iteration 19Q: 3 clusters Score -873007.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -873033.687500 Penalty: 4450.027344
	Iteration 20F: 3 clusters Score -873033.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -873059.000000 Penalty: 4450.027344
	Iteration 21Q: 3 clusters Score -873059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -873082.187500 Penalty: 4450.027344
	Iteration 22Q: 3 clusters Score -873082.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -873103.500000 Penalty: 4450.027344
	Iteration 23Q: 3 clusters Score -873103.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -873118.250000 Penalty: 4450.027344
	Iteration 24Q: 3 clusters Score -873118.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -873140.812500 Penalty: 4450.027344
	Iteration 25Q: 3 clusters Score -873140.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -873164.375000 Penalty: 4450.027344
	Iteration 26Q: 3 clusters Score -873164.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -873185.062500 Penalty: 4450.027344
	Iteration 27Q: 3 clusters Score -873185.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -873200.687500 Penalty: 4450.027344
	Iteration 28Q: 3 clusters Score -873200.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -873215.937500 Penalty: 4450.027344
	Iteration 29Q: 3 clusters Score -873215.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -873227.062500 Penalty: 4450.027344
	Iteration 30Q: 3 clusters Score -873227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -873237.312500 Penalty: 4450.027344
	Iteration 31Q: 3 clusters Score -873237.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -873243.875000 Penalty: 4450.027344
	Iteration 32Q: 3 clusters Score -873243.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -873254.375000 Penalty: 4450.027344
	Iteration 33Q: 3 clusters Score -873254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -873265.187500 Penalty: 4450.027344
	Iteration 34Q: 3 clusters Score -873265.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -873276.062500 Penalty: 4450.027344
	Iteration 35Q: 3 clusters Score -873276.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -873281.625000 Penalty: 4450.027344
	Iteration 36Q: 3 clusters Score -873281.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -873289.187500 Penalty: 4450.027344
	Iteration 37Q: 3 clusters Score -873289.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -873298.250000 Penalty: 4450.027344
	Iteration 38Q: 3 clusters Score -873298.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -873309.500000 Penalty: 4450.027344
	Iteration 39Q: 3 clusters Score -873309.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -873319.250000 Penalty: 4450.027344
	Iteration 40F: 3 clusters Score -873319.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -873331.687500 Penalty: 4450.027344
	Iteration 41Q: 3 clusters Score -873331.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -873333.125000 Penalty: 4450.027344
	Iteration 42Q: 3 clusters Score -873333.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -873335.875000 Penalty: 4450.027344
	Iteration 43Q: 3 clusters Score -873335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -873343.187500 Penalty: 4450.027344
	Iteration 44Q: 3 clusters Score -873343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -873343.125000 Penalty: 4450.027344
	Iteration 45Q: 3 clusters Score -873343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -873348.812500 Penalty: 4450.027344
	Iteration 46Q: 3 clusters Score -873348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -873350.125000 Penalty: 4450.027344
	Iteration 47Q: 3 clusters Score -873350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -873354.812500 Penalty: 4450.027344
	Iteration 48Q: 3 clusters Score -873354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -873358.562500 Penalty: 4450.027344
	Iteration 49Q: 3 clusters Score -873358.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -873361.187500 Penalty: 4450.027344
	Iteration 50Q: 3 clusters Score -873361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -873363.062500 Penalty: 4450.027344
	Iteration 51Q: 3 clusters Score -873363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -873363.437500 Penalty: 4450.027344
	Iteration 52Q: 3 clusters Score -873363.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -873363.437500 Penalty: 4450.027344
	Iteration 53F: 3 clusters Score -873363.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Entering Unmasked Estep 
Score: -6423032.500000 Penalty: 2702.455566
	Iteration 0F: 2 clusters Score -6423032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -6386739.000000 Penalty: 5404.911133
	Iteration 0F: 3 clusters Score -6386739 nChanged 25049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -6400805.500000 Penalty: 5404.911133
	Iteration 1F: 3 clusters Score -6400806 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6401419.000000 Penalty: 5404.911133
	Iteration 2Q: 3 clusters Score -6401419 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6401974.000000 Penalty: 5404.911133
	Iteration 3Q: 3 clusters Score -6401974 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -6402705.000000 Penalty: 5404.911133
	Iteration 4Q: 3 clusters Score -6402705 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -6403524.000000 Penalty: 5404.911133
	Iteration 5Q: 3 clusters Score -6403524 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -6404570.500000 Penalty: 5404.911133
	Iteration 6Q: 3 clusters Score -6404570 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -6406060.500000 Penalty: 5404.911133
	Iteration 7F: 3 clusters Score -6406060 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -6408215.500000 Penalty: 5404.911133
	Iteration 8F: 3 clusters Score -6408216 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -6410877.000000 Penalty: 5404.911133
	Iteration 9F: 3 clusters Score -6410877 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6413905.000000 Penalty: 5404.911133
	Iteration 10F: 3 clusters Score -6413905 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -6416603.500000 Penalty: 5404.911133
	Iteration 11F: 3 clusters Score -6416604 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6418459.000000 Penalty: 5404.911133
	Iteration 12Q: 3 clusters Score -6418459 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6419513.500000 Penalty: 5404.911133
	Iteration 13Q: 3 clusters Score -6419514 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6420030.500000 Penalty: 5404.911133
	Iteration 14Q: 3 clusters Score -6420030 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6420302.000000 Penalty: 5404.911133
	Iteration 15Q: 3 clusters Score -6420302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6420443.500000 Penalty: 5404.911133
	Iteration 16Q: 3 clusters Score -6420444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6420523.000000 Penalty: 5404.911133
	Iteration 17Q: 3 clusters Score -6420523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6420566.000000 Penalty: 5404.911133
	Iteration 18Q: 3 clusters Score -6420566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6420594.000000 Penalty: 5404.911133
	Iteration 19Q: 3 clusters Score -6420594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6420596.000000 Penalty: 5404.911133
	Iteration 20F: 3 clusters Score -6420596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6420622.500000 Penalty: 5404.911133
	Iteration 21Q: 3 clusters Score -6420622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6420628.000000 Penalty: 5404.911133
	Iteration 22Q: 3 clusters Score -6420628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6420633.500000 Penalty: 5404.911133
	Iteration 23Q: 3 clusters Score -6420634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6420643.500000 Penalty: 5404.911133
	Iteration 24Q: 3 clusters Score -6420644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6420654.000000 Penalty: 5404.911133
	Iteration 25Q: 3 clusters Score -6420654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6420659.000000 Penalty: 5404.911133
	Iteration 26Q: 3 clusters Score -6420659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6420660.000000 Penalty: 5404.911133
	Iteration 27Q: 3 clusters Score -6420660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6420663.500000 Penalty: 5404.911133
	Iteration 28Q: 3 clusters Score -6420664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6420672.500000 Penalty: 5404.911133
	Iteration 29Q: 3 clusters Score -6420672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6420672.000000 Penalty: 5404.911133
	Iteration 30Q: 3 clusters Score -6420672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6420671.000000 Penalty: 5404.911133
	Iteration 31Q: 3 clusters Score -6420671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6420671.500000 Penalty: 5404.911133
	Iteration 32Q: 3 clusters Score -6420672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6420675.000000 Penalty: 5404.911133
	Iteration 33Q: 3 clusters Score -6420675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6420686.500000 Penalty: 5404.911133
	Iteration 34Q: 3 clusters Score -6420686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6420690.000000 Penalty: 5404.911133
	Iteration 35Q: 3 clusters Score -6420690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6420694.000000 Penalty: 5404.911133
	Iteration 36Q: 3 clusters Score -6420694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6420688.000000 Penalty: 5404.911133
	Iteration 37Q: 3 clusters Score -6420688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6420691.000000 Penalty: 5404.911133
	Iteration 38Q: 3 clusters Score -6420691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6420691.500000 Penalty: 5404.911133
	Iteration 39Q: 3 clusters Score -6420692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6420691.500000 Penalty: 5404.911133
	Iteration 40F: 3 clusters Score -6420692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (241844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241844 members 
Entering Unmasked Estep 
Score: -28288080.000000 Penalty: 3074.219971
	Iteration 0F: 2 clusters Score -2.828808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -28130658.000000 Penalty: 6148.439941
	Iteration 0F: 3 clusters Score -2.813066e+07 nChanged 116365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130855 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -28199836.000000 Penalty: 6148.439941
	Iteration 1F: 3 clusters Score -2.819984e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -28202610.000000 Penalty: 6148.439941
	Iteration 2Q: 3 clusters Score -2.820261e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -28207068.000000 Penalty: 6148.439941
	Iteration 3Q: 3 clusters Score -2.820707e+07 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161228 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -28215368.000000 Penalty: 6148.439941
	Iteration 4F: 3 clusters Score -2.821537e+07 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180660 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -28230354.000000 Penalty: 6148.439941
	Iteration 5F: 3 clusters Score -2.823035e+07 nChanged 22852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203460 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -28250314.000000 Penalty: 6148.439941
	Iteration 6F: 3 clusters Score -2.825031e+07 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223676 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -28268696.000000 Penalty: 6148.439941
	Iteration 7F: 3 clusters Score -2.82687e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235490 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -28279496.000000 Penalty: 6148.439941
	Iteration 8Q: 3 clusters Score -2.82795e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239910 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28283514.000000 Penalty: 6148.439941
	Iteration 9Q: 3 clusters Score -2.828351e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241151 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -28284684.000000 Penalty: 6148.439941
	Iteration 10Q: 3 clusters Score -2.828468e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241447 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28284984.000000 Penalty: 6148.439941
	Iteration 11Q: 3 clusters Score -2.828498e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28285134.000000 Penalty: 6148.439941
	Iteration 12Q: 3 clusters Score -2.828513e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241560 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28285202.000000 Penalty: 6148.439941
	Iteration 13Q: 3 clusters Score -2.82852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241573 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28285274.000000 Penalty: 6148.439941
	Iteration 14Q: 3 clusters Score -2.828527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241582 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28285290.000000 Penalty: 6148.439941
	Iteration 15Q: 3 clusters Score -2.828529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241591 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28285326.000000 Penalty: 6148.439941
	Iteration 16Q: 3 clusters Score -2.828533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241594 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28285348.000000 Penalty: 6148.439941
	Iteration 17Q: 3 clusters Score -2.828535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241599 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28285354.000000 Penalty: 6148.439941
	Iteration 18Q: 3 clusters Score -2.828535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241598 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28285348.000000 Penalty: 6148.439941
	Iteration 19Q: 3 clusters Score -2.828535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241597 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28285348.000000 Penalty: 6148.439941
	Iteration 20F: 3 clusters Score -2.828535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (194498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194498 members 
Entering Unmasked Estep 
Score: -22909200.000000 Penalty: 3020.187988
	Iteration 0F: 2 clusters Score -2.29092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -22781714.000000 Penalty: 6040.375977
	Iteration 0F: 3 clusters Score -2.278171e+07 nChanged 93124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -22836734.000000 Penalty: 6040.375977
	Iteration 1F: 3 clusters Score -2.283673e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -22838418.000000 Penalty: 6040.375977
	Iteration 2Q: 3 clusters Score -2.283842e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -22840790.000000 Penalty: 6040.375977
	Iteration 3Q: 3 clusters Score -2.284079e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96766 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -22843596.000000 Penalty: 6040.375977
	Iteration 4Q: 3 clusters Score -2.28436e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -22847626.000000 Penalty: 6040.375977
	Iteration 5Q: 3 clusters Score -2.284763e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -22852630.000000 Penalty: 6040.375977
	Iteration 6F: 3 clusters Score -2.285263e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 6040.375977
	Iteration 7F: 3 clusters Score -2.285928e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 101612 members 
Entering Unmasked Estep 
Score: -22867728.000000 Penalty: 6040.375977
	Iteration 8F: 3 clusters Score -2.286773e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -22876220.000000 Penalty: 6040.375977
	Iteration 9F: 3 clusters Score -2.287622e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -22881516.000000 Penalty: 6040.375977
	Iteration 10F: 3 clusters Score -2.288152e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -22883878.000000 Penalty: 6040.375977
	Iteration 11Q: 3 clusters Score -2.288388e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -22884790.000000 Penalty: 6040.375977
	Iteration 12Q: 3 clusters Score -2.288479e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -22885424.000000 Penalty: 6040.375977
	Iteration 13Q: 3 clusters Score -2.288542e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -22885848.000000 Penalty: 6040.375977
	Iteration 14Q: 3 clusters Score -2.288585e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -22886326.000000 Penalty: 6040.375977
	Iteration 15Q: 3 clusters Score -2.288633e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 113617 members 
Entering Unmasked Estep 
Score: -22886744.000000 Penalty: 6040.375977
	Iteration 16Q: 3 clusters Score -2.288674e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 115256 members 
Entering Unmasked Estep 
Score: -22887184.000000 Penalty: 6040.375977
	Iteration 17Q: 3 clusters Score -2.288718e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -22887540.000000 Penalty: 6040.375977
	Iteration 18Q: 3 clusters Score -2.288754e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -22887858.000000 Penalty: 6040.375977
	Iteration 19Q: 3 clusters Score -2.288786e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 120322 members 
Entering Unmasked Estep 
Score: -22888214.000000 Penalty: 6040.375977
	Iteration 20F: 3 clusters Score -2.288821e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 122077 members 
Entering Unmasked Estep 
Score: -22888722.000000 Penalty: 6040.375977
	Iteration 21Q: 3 clusters Score -2.288872e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 123897 members 
Entering Unmasked Estep 
Score: -22889176.000000 Penalty: 6040.375977
	Iteration 22Q: 3 clusters Score -2.288918e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -22889486.000000 Penalty: 6040.375977
	Iteration 23Q: 3 clusters Score -2.288949e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -22889986.000000 Penalty: 6040.375977
	Iteration 24Q: 3 clusters Score -2.288999e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 129605 members 
Entering Unmasked Estep 
Score: -22890530.000000 Penalty: 6040.375977
	Iteration 25Q: 3 clusters Score -2.289053e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 131625 members 
Entering Unmasked Estep 
Score: -22890966.000000 Penalty: 6040.375977
	Iteration 26Q: 3 clusters Score -2.289097e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -22891396.000000 Penalty: 6040.375977
	Iteration 27Q: 3 clusters Score -2.28914e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -22891948.000000 Penalty: 6040.375977
	Iteration 28Q: 3 clusters Score -2.289195e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 138086 members 
Entering Unmasked Estep 
Score: -22892378.000000 Penalty: 6040.375977
	Iteration 29Q: 3 clusters Score -2.289238e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -22892828.000000 Penalty: 6040.375977
	Iteration 30Q: 3 clusters Score -2.289283e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 142816 members 
Entering Unmasked Estep 
Score: -22893304.000000 Penalty: 6040.375977
	Iteration 31Q: 3 clusters Score -2.28933e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -22893836.000000 Penalty: 6040.375977
	Iteration 32Q: 3 clusters Score -2.289384e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -22894372.000000 Penalty: 6040.375977
	Iteration 33Q: 3 clusters Score -2.289437e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 150286 members 
Entering Unmasked Estep 
Score: -22894940.000000 Penalty: 6040.375977
	Iteration 34Q: 3 clusters Score -2.289494e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 152714 members 
Entering Unmasked Estep 
Score: -22895460.000000 Penalty: 6040.375977
	Iteration 35Q: 3 clusters Score -2.289546e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 155223 members 
Entering Unmasked Estep 
Score: -22896238.000000 Penalty: 6040.375977
	Iteration 36Q: 3 clusters Score -2.289624e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 157623 members 
Entering Unmasked Estep 
Score: -22896924.000000 Penalty: 6040.375977
	Iteration 37Q: 3 clusters Score -2.289692e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 160000 members 
Entering Unmasked Estep 
Score: -22897490.000000 Penalty: 6040.375977
	Iteration 38Q: 3 clusters Score -2.289749e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -22898162.000000 Penalty: 6040.375977
	Iteration 39Q: 3 clusters Score -2.289816e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 164857 members 
Entering Unmasked Estep 
Score: -22898868.000000 Penalty: 6040.375977
	Iteration 40F: 3 clusters Score -2.289887e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -22899622.000000 Penalty: 6040.375977
	Iteration 41Q: 3 clusters Score -2.289962e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -22900236.000000 Penalty: 6040.375977
	Iteration 42Q: 3 clusters Score -2.290024e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 171630 members 
Entering Unmasked Estep 
Score: -22900820.000000 Penalty: 6040.375977
	Iteration 43Q: 3 clusters Score -2.290082e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 173691 members 
Entering Unmasked Estep 
Score: -22901338.000000 Penalty: 6040.375977
	Iteration 44Q: 3 clusters Score -2.290134e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -22901940.000000 Penalty: 6040.375977
	Iteration 45Q: 3 clusters Score -2.290194e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 177465 members 
Entering Unmasked Estep 
Score: -22902398.000000 Penalty: 6040.375977
	Iteration 46Q: 3 clusters Score -2.29024e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -22902824.000000 Penalty: 6040.375977
	Iteration 47Q: 3 clusters Score -2.290282e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 180716 members 
Entering Unmasked Estep 
Score: -22903318.000000 Penalty: 6040.375977
	Iteration 48Q: 3 clusters Score -2.290332e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 182097 members 
Entering Unmasked Estep 
Score: -22903682.000000 Penalty: 6040.375977
	Iteration 49Q: 3 clusters Score -2.290368e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 183406 members 
Entering Unmasked Estep 
Score: -22904168.000000 Penalty: 6040.375977
	Iteration 50Q: 3 clusters Score -2.290417e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 184632 members 
Entering Unmasked Estep 
Score: -22904662.000000 Penalty: 6040.375977
	Iteration 51Q: 3 clusters Score -2.290466e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 185722 members 
Entering Unmasked Estep 
Score: -22905030.000000 Penalty: 6040.375977
	Iteration 52Q: 3 clusters Score -2.290503e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 186689 members 
Entering Unmasked Estep 
Score: -22905358.000000 Penalty: 6040.375977
	Iteration 53Q: 3 clusters Score -2.290536e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -22905538.000000 Penalty: 6040.375977
	Iteration 54Q: 3 clusters Score -2.290554e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 188277 members 
Entering Unmasked Estep 
Score: -22905730.000000 Penalty: 6040.375977
	Iteration 55Q: 3 clusters Score -2.290573e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 188907 members 
Entering Unmasked Estep 
Score: -22905964.000000 Penalty: 6040.375977
	Iteration 56Q: 3 clusters Score -2.290596e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 189500 members 
Entering Unmasked Estep 
Score: -22906186.000000 Penalty: 6040.375977
	Iteration 57Q: 3 clusters Score -2.290619e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 190004 members 
Entering Unmasked Estep 
Score: -22906324.000000 Penalty: 6040.375977
	Iteration 58Q: 3 clusters Score -2.290632e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 190427 members 
Entering Unmasked Estep 
Score: -22906396.000000 Penalty: 6040.375977
	Iteration 59Q: 3 clusters Score -2.29064e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 190771 members 
Entering Unmasked Estep 
Score: -22906500.000000 Penalty: 6040.375977
	Iteration 60F: 3 clusters Score -2.29065e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 191062 members 
Entering Unmasked Estep 
Score: -22906568.000000 Penalty: 6040.375977
	Iteration 61Q: 3 clusters Score -2.290657e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 191326 members 
Entering Unmasked Estep 
Score: -22906632.000000 Penalty: 6040.375977
	Iteration 62Q: 3 clusters Score -2.290663e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 191558 members 
Entering Unmasked Estep 
Score: -22906662.000000 Penalty: 6040.375977
	Iteration 63Q: 3 clusters Score -2.290666e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 191744 members 
Entering Unmasked Estep 
Score: -22906704.000000 Penalty: 6040.375977
	Iteration 64Q: 3 clusters Score -2.29067e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 191905 members 
Entering Unmasked Estep 
Score: -22906758.000000 Penalty: 6040.375977
	Iteration 65Q: 3 clusters Score -2.290676e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 192059 members 
Entering Unmasked Estep 
Score: -22906864.000000 Penalty: 6040.375977
	Iteration 66Q: 3 clusters Score -2.290686e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 192197 members 
Entering Unmasked Estep 
Score: -22906910.000000 Penalty: 6040.375977
	Iteration 67Q: 3 clusters Score -2.290691e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 192325 members 
Entering Unmasked Estep 
Score: -22906938.000000 Penalty: 6040.375977
	Iteration 68Q: 3 clusters Score -2.290694e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 192432 members 
Entering Unmasked Estep 
Score: -22906980.000000 Penalty: 6040.375977
	Iteration 69Q: 3 clusters Score -2.290698e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 192520 members 
Entering Unmasked Estep 
Score: -22907026.000000 Penalty: 6040.375977
	Iteration 70Q: 3 clusters Score -2.290703e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 192591 members 
Entering Unmasked Estep 
Score: -22907066.000000 Penalty: 6040.375977
	Iteration 71Q: 3 clusters Score -2.290707e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 192652 members 
Entering Unmasked Estep 
Score: -22907112.000000 Penalty: 6040.375977
	Iteration 72Q: 3 clusters Score -2.290711e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 192701 members 
Entering Unmasked Estep 
Score: -22907152.000000 Penalty: 6040.375977
	Iteration 73Q: 3 clusters Score -2.290715e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 192756 members 
Entering Unmasked Estep 
Score: -22907194.000000 Penalty: 6040.375977
	Iteration 74Q: 3 clusters Score -2.290719e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -22907220.000000 Penalty: 6040.375977
	Iteration 75Q: 3 clusters Score -2.290722e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 192845 members 
Entering Unmasked Estep 
Score: -22907250.000000 Penalty: 6040.375977
	Iteration 76Q: 3 clusters Score -2.290725e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 192874 members 
Entering Unmasked Estep 
Score: -22907278.000000 Penalty: 6040.375977
	Iteration 77Q: 3 clusters Score -2.290728e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -22907294.000000 Penalty: 6040.375977
	Iteration 78Q: 3 clusters Score -2.290729e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 192916 members 
Entering Unmasked Estep 
Score: -22907318.000000 Penalty: 6040.375977
	Iteration 79Q: 3 clusters Score -2.290732e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 192940 members 
Entering Unmasked Estep 
Score: -22907314.000000 Penalty: 6040.375977
	Iteration 80F: 3 clusters Score -2.290731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 192958 members 
Entering Unmasked Estep 
Score: -22907344.000000 Penalty: 6040.375977
	Iteration 81Q: 3 clusters Score -2.290734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -22907350.000000 Penalty: 6040.375977
	Iteration 82Q: 3 clusters Score -2.290735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 192984 members 
Entering Unmasked Estep 
Score: -22907380.000000 Penalty: 6040.375977
	Iteration 83Q: 3 clusters Score -2.290738e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 193003 members 
Entering Unmasked Estep 
Score: -22907394.000000 Penalty: 6040.375977
	Iteration 84Q: 3 clusters Score -2.290739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 193015 members 
Entering Unmasked Estep 
Score: -22907452.000000 Penalty: 6040.375977
	Iteration 85Q: 3 clusters Score -2.290745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 193030 members 
Entering Unmasked Estep 
Score: -22907474.000000 Penalty: 6040.375977
	Iteration 86Q: 3 clusters Score -2.290747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -22907494.000000 Penalty: 6040.375977
	Iteration 87Q: 3 clusters Score -2.290749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 193048 members 
Entering Unmasked Estep 
Score: -22907482.000000 Penalty: 6040.375977
	Iteration 88Q: 3 clusters Score -2.290748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -22907486.000000 Penalty: 6040.375977
	Iteration 89Q: 3 clusters Score -2.290749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 193076 members 
Entering Unmasked Estep 
Score: -22907476.000000 Penalty: 6040.375977
	Iteration 90Q: 3 clusters Score -2.290748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 193090 members 
Entering Unmasked Estep 
Score: -22907502.000000 Penalty: 6040.375977
	Iteration 91Q: 3 clusters Score -2.29075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 193107 members 
Entering Unmasked Estep 
Score: -22907550.000000 Penalty: 6040.375977
	Iteration 92Q: 3 clusters Score -2.290755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 193123 members 
Entering Unmasked Estep 
Score: -22907536.000000 Penalty: 6040.375977
	Iteration 93Q: 3 clusters Score -2.290754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -22907552.000000 Penalty: 6040.375977
	Iteration 94Q: 3 clusters Score -2.290755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -22907532.000000 Penalty: 6040.375977
	Iteration 95Q: 3 clusters Score -2.290753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 193147 members 
Entering Unmasked Estep 
Score: -22907534.000000 Penalty: 6040.375977
	Iteration 96Q: 3 clusters Score -2.290753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 193148 members 
Entering Unmasked Estep 
Score: -22907526.000000 Penalty: 6040.375977
	Iteration 97Q: 3 clusters Score -2.290753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 193146 members 
Entering Unmasked Estep 
Score: -22907528.000000 Penalty: 6040.375977
	Iteration 98Q: 3 clusters Score -2.290753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 193143 members 
Entering Unmasked Estep 
Score: -22907534.000000 Penalty: 6040.375977
	Iteration 99Q: 3 clusters Score -2.290753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -22907524.000000 Penalty: 6040.375977
	Iteration 100F: 3 clusters Score -2.290752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 193134 members 
Entering Unmasked Estep 
Score: -22907540.000000 Penalty: 6040.375977
	Iteration 101Q: 3 clusters Score -2.290754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 193135 members 
Entering Unmasked Estep 
Score: -22907526.000000 Penalty: 6040.375977
	Iteration 102Q: 3 clusters Score -2.290753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 193136 members 
Entering Unmasked Estep 
Score: -22907526.000000 Penalty: 6040.375977
	Iteration 103Q: 3 clusters Score -2.290753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 193135 members 
Entering Unmasked Estep 
Score: -22907518.000000 Penalty: 6040.375977
	Iteration 104Q: 3 clusters Score -2.290752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -22907542.000000 Penalty: 6040.375977
	Iteration 105Q: 3 clusters Score -2.290754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 193140 members 
Entering Unmasked Estep 
Score: -22907530.000000 Penalty: 6040.375977
	Iteration 106Q: 3 clusters Score -2.290753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 193140 members 
Entering Unmasked Estep 
Score: -22907540.000000 Penalty: 6040.375977
	Iteration 107Q: 3 clusters Score -2.290754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 193139 members 
Entering Unmasked Estep 
Score: -22907536.000000 Penalty: 6040.375977
	Iteration 108Q: 3 clusters Score -2.290754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -22907544.000000 Penalty: 6040.375977
	Iteration 109Q: 3 clusters Score -2.290754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 193136 members 
Entering Unmasked Estep 
Score: -22907546.000000 Penalty: 6040.375977
	Iteration 110Q: 3 clusters Score -2.290755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 193132 members 
Entering Unmasked Estep 
Score: -22907530.000000 Penalty: 6040.375977
	Iteration 111Q: 3 clusters Score -2.290753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 193131 members 
Entering Unmasked Estep 
Score: -22907522.000000 Penalty: 6040.375977
	Iteration 112Q: 3 clusters Score -2.290752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -22907546.000000 Penalty: 6040.375977
	Iteration 113Q: 3 clusters Score -2.290755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -22907524.000000 Penalty: 6040.375977
	Iteration 114Q: 3 clusters Score -2.290752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 193129 members 
Entering Unmasked Estep 
Score: -22907554.000000 Penalty: 6040.375977
	Iteration 115Q: 3 clusters Score -2.290755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 193122 members 
Entering Unmasked Estep 
Score: -22907556.000000 Penalty: 6040.375977
	Iteration 116Q: 3 clusters Score -2.290756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 193118 members 
Entering Unmasked Estep 
Score: -22907544.000000 Penalty: 6040.375977
	Iteration 117Q: 3 clusters Score -2.290754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 193114 members 
Entering Unmasked Estep 
Score: -22907540.000000 Penalty: 6040.375977
	Iteration 118Q: 3 clusters Score -2.290754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 193110 members 
Entering Unmasked Estep 
Score: -22907542.000000 Penalty: 6040.375977
	Iteration 119Q: 3 clusters Score -2.290754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 193106 members 
Entering Unmasked Estep 
Score: -22907548.000000 Penalty: 6040.375977
	Iteration 120F: 3 clusters Score -2.290755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 193104 members 
Entering Unmasked Estep 
Score: -22907524.000000 Penalty: 6040.375977
	Iteration 121Q: 3 clusters Score -2.290752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 193101 members 
Entering Unmasked Estep 
Score: -22907530.000000 Penalty: 6040.375977
	Iteration 122Q: 3 clusters Score -2.290753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 193101 members 
Entering Unmasked Estep 
Score: -22907528.000000 Penalty: 6040.375977
	Iteration 123Q: 3 clusters Score -2.290753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 193100 members 
Entering Unmasked Estep 
Score: -22907532.000000 Penalty: 6040.375977
	Iteration 124Q: 3 clusters Score -2.290753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 193095 members 
Entering Unmasked Estep 
Score: -22907560.000000 Penalty: 6040.375977
	Iteration 125Q: 3 clusters Score -2.290756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 193097 members 
Entering Unmasked Estep 
Score: -22907560.000000 Penalty: 6040.375977
	Iteration 126Q: 3 clusters Score -2.290756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 193099 members 
Entering Unmasked Estep 
Score: -22907562.000000 Penalty: 6040.375977
	Iteration 127Q: 3 clusters Score -2.290756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 193099 members 
Entering Unmasked Estep 
Score: -22907558.000000 Penalty: 6040.375977
	Iteration 128Q: 3 clusters Score -2.290756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 193099 members 
Entering Unmasked Estep 
Score: -22907552.000000 Penalty: 6040.375977
	Iteration 129Q: 3 clusters Score -2.290755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 193100 members 
Entering Unmasked Estep 
Score: -22907550.000000 Penalty: 6040.375977
	Iteration 130Q: 3 clusters Score -2.290755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 193100 members 
Entering Unmasked Estep 
Score: -22907550.000000 Penalty: 6040.375977
	Iteration 131F: 3 clusters Score -2.290755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -1185153.625000 Penalty: 2292.456299
	Iteration 0F: 2 clusters Score -1185154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1177383.500000 Penalty: 4584.912598
	Iteration 0F: 3 clusters Score -1177384 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1179609.750000 Penalty: 4584.912598
	Iteration 1F: 3 clusters Score -1179610 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1179912.250000 Penalty: 4584.912598
	Iteration 2F: 3 clusters Score -1179912 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1180116.625000 Penalty: 4584.912598
	Iteration 3Q: 3 clusters Score -1180117 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1180299.750000 Penalty: 4584.912598
	Iteration 4Q: 3 clusters Score -1180300 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1180470.000000 Penalty: 4584.912598
	Iteration 5Q: 3 clusters Score -1180470 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1180649.375000 Penalty: 4584.912598
	Iteration 6Q: 3 clusters Score -1180649 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1180862.250000 Penalty: 4584.912598
	Iteration 7Q: 3 clusters Score -1180862 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1181138.750000 Penalty: 4584.912598
	Iteration 8Q: 3 clusters Score -1181139 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1181532.000000 Penalty: 4584.912598
	Iteration 9F: 3 clusters Score -1181532 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1182018.625000 Penalty: 4584.912598
	Iteration 10F: 3 clusters Score -1182019 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1182506.875000 Penalty: 4584.912598
	Iteration 11F: 3 clusters Score -1182507 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1182935.000000 Penalty: 4584.912598
	Iteration 12F: 3 clusters Score -1182935 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1183215.000000 Penalty: 4584.912598
	Iteration 13Q: 3 clusters Score -1183215 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1183379.250000 Penalty: 4584.912598
	Iteration 14Q: 3 clusters Score -1183379 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1183480.625000 Penalty: 4584.912598
	Iteration 15Q: 3 clusters Score -1183481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1183545.625000 Penalty: 4584.912598
	Iteration 16Q: 3 clusters Score -1183546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1183582.500000 Penalty: 4584.912598
	Iteration 17Q: 3 clusters Score -1183582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1183599.250000 Penalty: 4584.912598
	Iteration 18Q: 3 clusters Score -1183599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1183608.500000 Penalty: 4584.912598
	Iteration 19Q: 3 clusters Score -1183608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1183619.625000 Penalty: 4584.912598
	Iteration 20F: 3 clusters Score -1183620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1183624.125000 Penalty: 4584.912598
	Iteration 21Q: 3 clusters Score -1183624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1183629.375000 Penalty: 4584.912598
	Iteration 22Q: 3 clusters Score -1183629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1183635.000000 Penalty: 4584.912598
	Iteration 23Q: 3 clusters Score -1183635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1183633.500000 Penalty: 4584.912598
	Iteration 24Q: 3 clusters Score -1183634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1183637.750000 Penalty: 4584.912598
	Iteration 25Q: 3 clusters Score -1183638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1183639.750000 Penalty: 4584.912598
	Iteration 26Q: 3 clusters Score -1183640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1183641.375000 Penalty: 4584.912598
	Iteration 27Q: 3 clusters Score -1183641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1183640.500000 Penalty: 4584.912598
	Iteration 28Q: 3 clusters Score -1183640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1183641.500000 Penalty: 4584.912598
	Iteration 29Q: 3 clusters Score -1183642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1183642.375000 Penalty: 4584.912598
	Iteration 30Q: 3 clusters Score -1183642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1183642.375000 Penalty: 4584.912598
	Iteration 31F: 3 clusters Score -1183642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Entering Unmasked Estep 
Score: -20769180.000000 Penalty: 2997.403320
	Iteration 0F: 2 clusters Score -2.076918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -20651172.000000 Penalty: 5994.806641
	Iteration 0F: 3 clusters Score -2.065117e+07 nChanged 85492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -20702342.000000 Penalty: 5994.806641
	Iteration 1F: 3 clusters Score -2.070234e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -20704202.000000 Penalty: 5994.806641
	Iteration 2Q: 3 clusters Score -2.07042e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -20707428.000000 Penalty: 5994.806641
	Iteration 3Q: 3 clusters Score -2.070743e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -20712012.000000 Penalty: 5994.806641
	Iteration 4Q: 3 clusters Score -2.071201e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -20717900.000000 Penalty: 5994.806641
	Iteration 5F: 3 clusters Score -2.07179e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -20724798.000000 Penalty: 5994.806641
	Iteration 6F: 3 clusters Score -2.07248e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -20732218.000000 Penalty: 5994.806641
	Iteration 7F: 3 clusters Score -2.073222e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125473 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -20738672.000000 Penalty: 5994.806641
	Iteration 8F: 3 clusters Score -2.073867e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -20743572.000000 Penalty: 5994.806641
	Iteration 9Q: 3 clusters Score -2.074357e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -20746632.000000 Penalty: 5994.806641
	Iteration 10Q: 3 clusters Score -2.074663e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -20748474.000000 Penalty: 5994.806641
	Iteration 11Q: 3 clusters Score -2.074847e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137894 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -20749898.000000 Penalty: 5994.806641
	Iteration 12Q: 3 clusters Score -2.07499e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -20750986.000000 Penalty: 5994.806641
	Iteration 13Q: 3 clusters Score -2.075099e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143372 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -20752198.000000 Penalty: 5994.806641
	Iteration 14Q: 3 clusters Score -2.07522e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146317 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -20753548.000000 Penalty: 5994.806641
	Iteration 15Q: 3 clusters Score -2.075355e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -20754894.000000 Penalty: 5994.806641
	Iteration 16Q: 3 clusters Score -2.075489e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -20756284.000000 Penalty: 5994.806641
	Iteration 17Q: 3 clusters Score -2.075628e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -20757626.000000 Penalty: 5994.806641
	Iteration 18Q: 3 clusters Score -2.075763e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -20758948.000000 Penalty: 5994.806641
	Iteration 19Q: 3 clusters Score -2.075895e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -20760082.000000 Penalty: 5994.806641
	Iteration 20F: 3 clusters Score -2.076008e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161945 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -20761194.000000 Penalty: 5994.806641
	Iteration 21Q: 3 clusters Score -2.076119e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -20762062.000000 Penalty: 5994.806641
	Iteration 22Q: 3 clusters Score -2.076206e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -20762842.000000 Penalty: 5994.806641
	Iteration 23Q: 3 clusters Score -2.076284e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -20763466.000000 Penalty: 5994.806641
	Iteration 24Q: 3 clusters Score -2.076347e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167985 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -20763992.000000 Penalty: 5994.806641
	Iteration 25Q: 3 clusters Score -2.076399e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -20764436.000000 Penalty: 5994.806641
	Iteration 26Q: 3 clusters Score -2.076444e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169914 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -20764876.000000 Penalty: 5994.806641
	Iteration 27Q: 3 clusters Score -2.076488e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -20765154.000000 Penalty: 5994.806641
	Iteration 28Q: 3 clusters Score -2.076515e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -20765524.000000 Penalty: 5994.806641
	Iteration 29Q: 3 clusters Score -2.076552e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171835 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -20765740.000000 Penalty: 5994.806641
	Iteration 30Q: 3 clusters Score -2.076574e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -20765886.000000 Penalty: 5994.806641
	Iteration 31Q: 3 clusters Score -2.076589e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -20766022.000000 Penalty: 5994.806641
	Iteration 32Q: 3 clusters Score -2.076602e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -20766092.000000 Penalty: 5994.806641
	Iteration 33Q: 3 clusters Score -2.076609e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173130 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -20766184.000000 Penalty: 5994.806641
	Iteration 34Q: 3 clusters Score -2.076618e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -20766294.000000 Penalty: 5994.806641
	Iteration 35Q: 3 clusters Score -2.076629e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -20766304.000000 Penalty: 5994.806641
	Iteration 36Q: 3 clusters Score -2.07663e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20766402.000000 Penalty: 5994.806641
	Iteration 37Q: 3 clusters Score -2.07664e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -20766482.000000 Penalty: 5994.806641
	Iteration 38Q: 3 clusters Score -2.076648e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173958 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -20766502.000000 Penalty: 5994.806641
	Iteration 39Q: 3 clusters Score -2.07665e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174070 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -20766548.000000 Penalty: 5994.806641
	Iteration 40F: 3 clusters Score -2.076655e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174158 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20766566.000000 Penalty: 5994.806641
	Iteration 41Q: 3 clusters Score -2.076657e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -20766618.000000 Penalty: 5994.806641
	Iteration 42Q: 3 clusters Score -2.076662e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -20766630.000000 Penalty: 5994.806641
	Iteration 43Q: 3 clusters Score -2.076663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174370 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -20766666.000000 Penalty: 5994.806641
	Iteration 44Q: 3 clusters Score -2.076667e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -20766674.000000 Penalty: 5994.806641
	Iteration 45Q: 3 clusters Score -2.076667e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -20766650.000000 Penalty: 5994.806641
	Iteration 46Q: 3 clusters Score -2.076665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -20766662.000000 Penalty: 5994.806641
	Iteration 47Q: 3 clusters Score -2.076666e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174552 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -20766672.000000 Penalty: 5994.806641
	Iteration 48Q: 3 clusters Score -2.076667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174582 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -20766692.000000 Penalty: 5994.806641
	Iteration 49Q: 3 clusters Score -2.076669e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174621 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -20766708.000000 Penalty: 5994.806641
	Iteration 50Q: 3 clusters Score -2.076671e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -20766666.000000 Penalty: 5994.806641
	Iteration 51Q: 3 clusters Score -2.076667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -20766698.000000 Penalty: 5994.806641
	Iteration 52Q: 3 clusters Score -2.07667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -20766692.000000 Penalty: 5994.806641
	Iteration 53Q: 3 clusters Score -2.076669e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20766692.000000 Penalty: 5994.806641
	Iteration 54Q: 3 clusters Score -2.076669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174760 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -20766682.000000 Penalty: 5994.806641
	Iteration 55Q: 3 clusters Score -2.076668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20766714.000000 Penalty: 5994.806641
	Iteration 56Q: 3 clusters Score -2.076671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174785 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -20766720.000000 Penalty: 5994.806641
	Iteration 57Q: 3 clusters Score -2.076672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174790 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20766696.000000 Penalty: 5994.806641
	Iteration 58Q: 3 clusters Score -2.07667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174795 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20766690.000000 Penalty: 5994.806641
	Iteration 59Q: 3 clusters Score -2.076669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -20766692.000000 Penalty: 5994.806641
	Iteration 60F: 3 clusters Score -2.076669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174802 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20766674.000000 Penalty: 5994.806641
	Iteration 61Q: 3 clusters Score -2.076667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174803 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20766678.000000 Penalty: 5994.806641
	Iteration 62Q: 3 clusters Score -2.076668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174804 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -20766686.000000 Penalty: 5994.806641
	Iteration 63Q: 3 clusters Score -2.076669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -20766680.000000 Penalty: 5994.806641
	Iteration 64Q: 3 clusters Score -2.076668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -20766678.000000 Penalty: 5994.806641
	Iteration 65Q: 3 clusters Score -2.076668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20766658.000000 Penalty: 5994.806641
	Iteration 66Q: 3 clusters Score -2.076666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -20766670.000000 Penalty: 5994.806641
	Iteration 67Q: 3 clusters Score -2.076667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -20766682.000000 Penalty: 5994.806641
	Iteration 68Q: 3 clusters Score -2.076668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -20766682.000000 Penalty: 5994.806641
	Iteration 69F: 3 clusters Score -2.076668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64945.914062 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64945.91 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65189.796875 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65189.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65295.988281 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65295.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65436.675781 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -65436.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65559.195312 Penalty: 3231.297607
	Iteration 4F: 3 clusters Score -65559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65662.546875 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65662.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65770.101562 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -65770.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65863.132812 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -65863.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65944.406250 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -65944.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66050.750000 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -66050.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66120.132812 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -66120.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66143.929688 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -66143.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66154.289062 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -66154.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66165.929688 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -66165.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66172.335938 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -66172.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66177.265625 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -66177.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66177.265625 Penalty: 3231.297607
	Iteration 16F: 3 clusters Score -66177.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Entering Unmasked Estep 
Score: -4673489.000000 Penalty: 2623.233398
	Iteration 0F: 2 clusters Score -4673489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4646876.500000 Penalty: 5246.466797
	Iteration 0F: 3 clusters Score -4646876 nChanged 17898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4656757.500000 Penalty: 5246.466797
	Iteration 1F: 3 clusters Score -4656758 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4657353.500000 Penalty: 5246.466797
	Iteration 2Q: 3 clusters Score -4657354 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -4658011.000000 Penalty: 5246.466797
	Iteration 3Q: 3 clusters Score -4658011 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -4658863.000000 Penalty: 5246.466797
	Iteration 4Q: 3 clusters Score -4658863 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -4660109.500000 Penalty: 5246.466797
	Iteration 5F: 3 clusters Score -4660110 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4661998.000000 Penalty: 5246.466797
	Iteration 6F: 3 clusters Score -4661998 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4664456.000000 Penalty: 5246.466797
	Iteration 7F: 3 clusters Score -4664456 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4666903.500000 Penalty: 5246.466797
	Iteration 8F: 3 clusters Score -4666904 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4668696.500000 Penalty: 5246.466797
	Iteration 9F: 3 clusters Score -4668696 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4669793.000000 Penalty: 5246.466797
	Iteration 10Q: 3 clusters Score -4669793 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4670483.500000 Penalty: 5246.466797
	Iteration 11Q: 3 clusters Score -4670484 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4670890.500000 Penalty: 5246.466797
	Iteration 12Q: 3 clusters Score -4670890 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4671104.000000 Penalty: 5246.466797
	Iteration 13Q: 3 clusters Score -4671104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4671214.000000 Penalty: 5246.466797
	Iteration 14Q: 3 clusters Score -4671214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4671317.000000 Penalty: 5246.466797
	Iteration 15Q: 3 clusters Score -4671317 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4671362.500000 Penalty: 5246.466797
	Iteration 16Q: 3 clusters Score -4671362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4671416.000000 Penalty: 5246.466797
	Iteration 17Q: 3 clusters Score -4671416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4671446.500000 Penalty: 5246.466797
	Iteration 18Q: 3 clusters Score -4671446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4671479.000000 Penalty: 5246.466797
	Iteration 19Q: 3 clusters Score -4671479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4671492.500000 Penalty: 5246.466797
	Iteration 20F: 3 clusters Score -4671492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -4671505.500000 Penalty: 5246.466797
	Iteration 21Q: 3 clusters Score -4671506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -4671515.500000 Penalty: 5246.466797
	Iteration 22Q: 3 clusters Score -4671516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4671519.000000 Penalty: 5246.466797
	Iteration 23Q: 3 clusters Score -4671519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -4671517.000000 Penalty: 5246.466797
	Iteration 24Q: 3 clusters Score -4671517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4671520.000000 Penalty: 5246.466797
	Iteration 25Q: 3 clusters Score -4671520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4671527.500000 Penalty: 5246.466797
	Iteration 26Q: 3 clusters Score -4671528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4671530.500000 Penalty: 5246.466797
	Iteration 27Q: 3 clusters Score -4671530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4671534.000000 Penalty: 5246.466797
	Iteration 28Q: 3 clusters Score -4671534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4671537.500000 Penalty: 5246.466797
	Iteration 29Q: 3 clusters Score -4671538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4671538.500000 Penalty: 5246.466797
	Iteration 30Q: 3 clusters Score -4671538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4671538.500000 Penalty: 5246.466797
	Iteration 31F: 3 clusters Score -4671538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Entering Unmasked Estep 
Score: -6577254.000000 Penalty: 2710.229736
	Iteration 0F: 2 clusters Score -6577254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -6539874.000000 Penalty: 5420.459473
	Iteration 0F: 3 clusters Score -6539874 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -6554422.500000 Penalty: 5420.459473
	Iteration 1F: 3 clusters Score -6554422 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -6555363.000000 Penalty: 5420.459473
	Iteration 2Q: 3 clusters Score -6555363 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -6556366.000000 Penalty: 5420.459473
	Iteration 3Q: 3 clusters Score -6556366 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -6557662.000000 Penalty: 5420.459473
	Iteration 4Q: 3 clusters Score -6557662 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6559171.000000 Penalty: 5420.459473
	Iteration 5F: 3 clusters Score -6559171 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6561020.500000 Penalty: 5420.459473
	Iteration 6F: 3 clusters Score -6561020 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6563305.500000 Penalty: 5420.459473
	Iteration 7F: 3 clusters Score -6563306 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -6565625.500000 Penalty: 5420.459473
	Iteration 8F: 3 clusters Score -6565626 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -6567642.500000 Penalty: 5420.459473
	Iteration 9Q: 3 clusters Score -6567642 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -6569187.500000 Penalty: 5420.459473
	Iteration 10Q: 3 clusters Score -6569188 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6570211.000000 Penalty: 5420.459473
	Iteration 11Q: 3 clusters Score -6570211 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -6570866.500000 Penalty: 5420.459473
	Iteration 12Q: 3 clusters Score -6570866 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -6571347.000000 Penalty: 5420.459473
	Iteration 13Q: 3 clusters Score -6571347 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6571758.000000 Penalty: 5420.459473
	Iteration 14Q: 3 clusters Score -6571758 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -6572094.000000 Penalty: 5420.459473
	Iteration 15Q: 3 clusters Score -6572094 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -6572380.000000 Penalty: 5420.459473
	Iteration 16Q: 3 clusters Score -6572380 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6572665.500000 Penalty: 5420.459473
	Iteration 17Q: 3 clusters Score -6572666 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -6572932.000000 Penalty: 5420.459473
	Iteration 18Q: 3 clusters Score -6572932 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -6573163.500000 Penalty: 5420.459473
	Iteration 19Q: 3 clusters Score -6573164 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6573349.500000 Penalty: 5420.459473
	Iteration 20F: 3 clusters Score -6573350 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6573556.000000 Penalty: 5420.459473
	Iteration 21Q: 3 clusters Score -6573556 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -6573726.000000 Penalty: 5420.459473
	Iteration 22Q: 3 clusters Score -6573726 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6573861.000000 Penalty: 5420.459473
	Iteration 23Q: 3 clusters Score -6573861 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -6573993.000000 Penalty: 5420.459473
	Iteration 24Q: 3 clusters Score -6573993 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -6574099.000000 Penalty: 5420.459473
	Iteration 25Q: 3 clusters Score -6574099 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -6574208.000000 Penalty: 5420.459473
	Iteration 26Q: 3 clusters Score -6574208 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -6574293.500000 Penalty: 5420.459473
	Iteration 27Q: 3 clusters Score -6574294 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -6574388.000000 Penalty: 5420.459473
	Iteration 28Q: 3 clusters Score -6574388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -6574450.000000 Penalty: 5420.459473
	Iteration 29Q: 3 clusters Score -6574450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6574521.000000 Penalty: 5420.459473
	Iteration 30Q: 3 clusters Score -6574521 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -6574562.500000 Penalty: 5420.459473
	Iteration 31Q: 3 clusters Score -6574562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -6574637.000000 Penalty: 5420.459473
	Iteration 32Q: 3 clusters Score -6574637 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -6574674.500000 Penalty: 5420.459473
	Iteration 33Q: 3 clusters Score -6574674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6574700.000000 Penalty: 5420.459473
	Iteration 34Q: 3 clusters Score -6574700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -6574737.000000 Penalty: 5420.459473
	Iteration 35Q: 3 clusters Score -6574737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -6574761.500000 Penalty: 5420.459473
	Iteration 36Q: 3 clusters Score -6574762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -6574788.500000 Penalty: 5420.459473
	Iteration 37Q: 3 clusters Score -6574788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6574820.500000 Penalty: 5420.459473
	Iteration 38Q: 3 clusters Score -6574820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6574858.000000 Penalty: 5420.459473
	Iteration 39Q: 3 clusters Score -6574858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -6574888.000000 Penalty: 5420.459473
	Iteration 40F: 3 clusters Score -6574888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6574922.500000 Penalty: 5420.459473
	Iteration 41Q: 3 clusters Score -6574922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6574926.000000 Penalty: 5420.459473
	Iteration 42Q: 3 clusters Score -6574926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6574944.500000 Penalty: 5420.459473
	Iteration 43Q: 3 clusters Score -6574944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -6574959.000000 Penalty: 5420.459473
	Iteration 44Q: 3 clusters Score -6574959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -6574964.500000 Penalty: 5420.459473
	Iteration 45Q: 3 clusters Score -6574964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -6574977.500000 Penalty: 5420.459473
	Iteration 46Q: 3 clusters Score -6574978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -6574990.000000 Penalty: 5420.459473
	Iteration 47Q: 3 clusters Score -6574990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6574998.000000 Penalty: 5420.459473
	Iteration 48Q: 3 clusters Score -6574998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -6575005.000000 Penalty: 5420.459473
	Iteration 49Q: 3 clusters Score -6575005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -6575014.000000 Penalty: 5420.459473
	Iteration 50Q: 3 clusters Score -6575014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -6575006.000000 Penalty: 5420.459473
	Iteration 51Q: 3 clusters Score -6575006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -6575012.000000 Penalty: 5420.459473
	Iteration 52Q: 3 clusters Score -6575012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6575008.000000 Penalty: 5420.459473
	Iteration 53Q: 3 clusters Score -6575008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -6575014.000000 Penalty: 5420.459473
	Iteration 54Q: 3 clusters Score -6575014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -6575027.000000 Penalty: 5420.459473
	Iteration 55Q: 3 clusters Score -6575027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -6575023.000000 Penalty: 5420.459473
	Iteration 56Q: 3 clusters Score -6575023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -6575026.000000 Penalty: 5420.459473
	Iteration 57Q: 3 clusters Score -6575026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -6575026.500000 Penalty: 5420.459473
	Iteration 58Q: 3 clusters Score -6575026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -6575026.500000 Penalty: 5420.459473
	Iteration 59F: 3 clusters Score -6575026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Entering Unmasked Estep 
Score: -9701368.000000 Penalty: 2809.920410
	Iteration 0F: 2 clusters Score -9701368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -9645659.000000 Penalty: 5619.840820
	Iteration 0F: 3 clusters Score -9645659 nChanged 39242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -9667871.000000 Penalty: 5619.840820
	Iteration 1F: 3 clusters Score -9667871 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -9668471.000000 Penalty: 5619.840820
	Iteration 2Q: 3 clusters Score -9668471 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -9669085.000000 Penalty: 5619.840820
	Iteration 3Q: 3 clusters Score -9669085 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -9669772.000000 Penalty: 5619.840820
	Iteration 4Q: 3 clusters Score -9669772 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -9670695.000000 Penalty: 5619.840820
	Iteration 5Q: 3 clusters Score -9670695 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -9671953.000000 Penalty: 5619.840820
	Iteration 6Q: 3 clusters Score -9671953 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -9673762.000000 Penalty: 5619.840820
	Iteration 7Q: 3 clusters Score -9673762 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -9676519.000000 Penalty: 5619.840820
	Iteration 8F: 3 clusters Score -9676519 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -9680207.000000 Penalty: 5619.840820
	Iteration 9F: 3 clusters Score -9680207 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -9684364.000000 Penalty: 5619.840820
	Iteration 10F: 3 clusters Score -9684364 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -9688445.000000 Penalty: 5619.840820
	Iteration 11F: 3 clusters Score -9688445 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -9691715.000000 Penalty: 5619.840820
	Iteration 12F: 3 clusters Score -9691715 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -9694041.000000 Penalty: 5619.840820
	Iteration 13Q: 3 clusters Score -9694041 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -9695706.000000 Penalty: 5619.840820
	Iteration 14Q: 3 clusters Score -9695706 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -9696863.000000 Penalty: 5619.840820
	Iteration 15Q: 3 clusters Score -9696863 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -9697709.000000 Penalty: 5619.840820
	Iteration 16Q: 3 clusters Score -9697709 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -9698290.000000 Penalty: 5619.840820
	Iteration 17Q: 3 clusters Score -9698290 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9698672.000000 Penalty: 5619.840820
	Iteration 18Q: 3 clusters Score -9698672 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9698852.000000 Penalty: 5619.840820
	Iteration 19Q: 3 clusters Score -9698852 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9698979.000000 Penalty: 5619.840820
	Iteration 20F: 3 clusters Score -9698979 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9699092.000000 Penalty: 5619.840820
	Iteration 21Q: 3 clusters Score -9699092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9699161.000000 Penalty: 5619.840820
	Iteration 22Q: 3 clusters Score -9699161 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9699204.000000 Penalty: 5619.840820
	Iteration 23Q: 3 clusters Score -9699204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9699255.000000 Penalty: 5619.840820
	Iteration 24Q: 3 clusters Score -9699255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9699292.000000 Penalty: 5619.840820
	Iteration 25Q: 3 clusters Score -9699292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9699325.000000 Penalty: 5619.840820
	Iteration 26Q: 3 clusters Score -9699325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9699317.000000 Penalty: 5619.840820
	Iteration 27Q: 3 clusters Score -9699317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9699340.000000 Penalty: 5619.840820
	Iteration 28Q: 3 clusters Score -9699340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9699366.000000 Penalty: 5619.840820
	Iteration 29Q: 3 clusters Score -9699366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9699349.000000 Penalty: 5619.840820
	Iteration 30Q: 3 clusters Score -9699349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9699349.000000 Penalty: 5619.840820
	Iteration 31Q: 3 clusters Score -9699349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9699349.000000 Penalty: 5619.840820
	Iteration 32Q: 3 clusters Score -9699349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9699353.000000 Penalty: 5619.840820
	Iteration 33Q: 3 clusters Score -9699353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9699360.000000 Penalty: 5619.840820
	Iteration 34Q: 3 clusters Score -9699360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9699360.000000 Penalty: 5619.840820
	Iteration 35Q: 3 clusters Score -9699360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9699360.000000 Penalty: 5619.840820
	Iteration 36F: 3 clusters Score -9699360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85024.718750 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -85024.72 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85534.007812 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85534.01 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85761.218750 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85761.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85918.703125 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -85918.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -86047.687500 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -86047.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86126.789062 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -86126.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86170.671875 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -86170.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -86200.101562 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -86200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86220.632812 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -86220.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86235.296875 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -86235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86241.148438 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -86241.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86242.898438 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -86242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86244.593750 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -86244.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86247.406250 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -86247.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86260.703125 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -86260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86295.125000 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -86295.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86376.085938 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -86376.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86454.312500 Penalty: 3362.277344
	Iteration 17Q: 3 clusters Score -86454.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86467.031250 Penalty: 3362.277344
	Iteration 18Q: 3 clusters Score -86467.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86469.132812 Penalty: 3362.277344
	Iteration 19Q: 3 clusters Score -86469.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86471.960938 Penalty: 3362.277344
	Iteration 20F: 3 clusters Score -86471.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -261915.687500 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -261915.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -259095.234375 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -259095.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259595.593750 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -259595.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -259743.187500 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -259743.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -259816.953125 Penalty: 3832.857422
	Iteration 3Q: 3 clusters Score -259817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -259865.250000 Penalty: 3832.857422
	Iteration 4Q: 3 clusters Score -259865.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259900.296875 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -259900.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -259923.187500 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -259923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -259939.984375 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -259940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -259952.812500 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -259952.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -259964.625000 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -259964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -259973.281250 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -259973.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -259980.984375 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -259981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -259986.375000 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -259986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -259992.437500 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -259992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -259994.312500 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -259994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -259996.609375 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -259996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -259998.437500 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -259998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -260000.640625 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -260000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -260002.468750 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -260002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -260002.468750 Penalty: 3832.857422
	Iteration 19F: 3 clusters Score -260002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -285185.750000 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -285185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -282217.593750 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -282217.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -282880.156250 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -282880.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -283054.531250 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -283054.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -283129.437500 Penalty: 3889.380615
	Iteration 3Q: 3 clusters Score -283129.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283167.218750 Penalty: 3889.380615
	Iteration 4Q: 3 clusters Score -283167.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -283190.843750 Penalty: 3889.380615
	Iteration 5Q: 3 clusters Score -283190.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -283208.687500 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -283208.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -283218.937500 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -283218.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283228.593750 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -283228.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -283239.750000 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -283239.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -283250.156250 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -283250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -283256.250000 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -283256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -283260.062500 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -283260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -283262.250000 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -283262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283265.156250 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -283265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283268.093750 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -283268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -283272.625000 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -283272.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -283281.156250 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -283281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283286.625000 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -283286.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283290.750000 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -283290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -283295.843750 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -283295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283299.312500 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -283299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283301.812500 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -283301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -283305.750000 Penalty: 3889.380615
	Iteration 23Q: 3 clusters Score -283305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283306.437500 Penalty: 3889.380615
	Iteration 24Q: 3 clusters Score -283306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283309.062500 Penalty: 3889.380615
	Iteration 25Q: 3 clusters Score -283309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283313.375000 Penalty: 3889.380615
	Iteration 26Q: 3 clusters Score -283313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -283318.250000 Penalty: 3889.380615
	Iteration 27Q: 3 clusters Score -283318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -283321.750000 Penalty: 3889.380615
	Iteration 28Q: 3 clusters Score -283321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -283324.218750 Penalty: 3889.380615
	Iteration 29Q: 3 clusters Score -283324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283328.000000 Penalty: 3889.380615
	Iteration 30Q: 3 clusters Score -283328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283331.656250 Penalty: 3889.380615
	Iteration 31Q: 3 clusters Score -283331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283333.812500 Penalty: 3889.380615
	Iteration 32Q: 3 clusters Score -283333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -283335.718750 Penalty: 3889.380615
	Iteration 33Q: 3 clusters Score -283335.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -283339.031250 Penalty: 3889.380615
	Iteration 34Q: 3 clusters Score -283339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283343.531250 Penalty: 3889.380615
	Iteration 35Q: 3 clusters Score -283343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283349.125000 Penalty: 3889.380615
	Iteration 36Q: 3 clusters Score -283349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -283352.687500 Penalty: 3889.380615
	Iteration 37Q: 3 clusters Score -283352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -283356.375000 Penalty: 3889.380615
	Iteration 38Q: 3 clusters Score -283356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283357.562500 Penalty: 3889.380615
	Iteration 39Q: 3 clusters Score -283357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283358.781250 Penalty: 3889.380615
	Iteration 40F: 3 clusters Score -283358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Entering Unmasked Estep 
Score: -8450973.000000 Penalty: 2781.190918
	Iteration 0F: 2 clusters Score -8450973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8401403.000000 Penalty: 5562.381836
	Iteration 0F: 3 clusters Score -8401403 nChanged 34695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8420663.000000 Penalty: 5562.381836
	Iteration 1F: 3 clusters Score -8420663 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -8421260.000000 Penalty: 5562.381836
	Iteration 2Q: 3 clusters Score -8421260 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -8421895.000000 Penalty: 5562.381836
	Iteration 3Q: 3 clusters Score -8421895 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8422657.000000 Penalty: 5562.381836
	Iteration 4Q: 3 clusters Score -8422657 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -8423619.000000 Penalty: 5562.381836
	Iteration 5Q: 3 clusters Score -8423619 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -8425106.000000 Penalty: 5562.381836
	Iteration 6Q: 3 clusters Score -8425106 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8427502.000000 Penalty: 5562.381836
	Iteration 7F: 3 clusters Score -8427502 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -8431279.000000 Penalty: 5562.381836
	Iteration 8F: 3 clusters Score -8431279 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -8436487.000000 Penalty: 5562.381836
	Iteration 9F: 3 clusters Score -8436487 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -8441932.000000 Penalty: 5562.381836
	Iteration 10F: 3 clusters Score -8441932 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8445804.000000 Penalty: 5562.381836
	Iteration 11F: 3 clusters Score -8445804 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8447618.000000 Penalty: 5562.381836
	Iteration 12Q: 3 clusters Score -8447618 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8448227.000000 Penalty: 5562.381836
	Iteration 13Q: 3 clusters Score -8448227 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8448417.000000 Penalty: 5562.381836
	Iteration 14Q: 3 clusters Score -8448417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8448506.000000 Penalty: 5562.381836
	Iteration 15Q: 3 clusters Score -8448506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8448535.000000 Penalty: 5562.381836
	Iteration 16Q: 3 clusters Score -8448535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8448558.000000 Penalty: 5562.381836
	Iteration 17Q: 3 clusters Score -8448558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8448566.000000 Penalty: 5562.381836
	Iteration 18Q: 3 clusters Score -8448566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8448584.000000 Penalty: 5562.381836
	Iteration 19Q: 3 clusters Score -8448584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8448590.000000 Penalty: 5562.381836
	Iteration 20F: 3 clusters Score -8448590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8448594.000000 Penalty: 5562.381836
	Iteration 21Q: 3 clusters Score -8448594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8448592.000000 Penalty: 5562.381836
	Iteration 22Q: 3 clusters Score -8448592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8448592.000000 Penalty: 5562.381836
	Iteration 23F: 3 clusters Score -8448592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Entering Unmasked Estep 
Score: -3069754.000000 Penalty: 2519.888184
	Iteration 0F: 2 clusters Score -3069754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3051919.750000 Penalty: 5039.776367
	Iteration 0F: 3 clusters Score -3051920 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3058075.500000 Penalty: 5039.776367
	Iteration 1F: 3 clusters Score -3058076 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3058572.750000 Penalty: 5039.776367
	Iteration 2F: 3 clusters Score -3058573 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3059083.750000 Penalty: 5039.776367
	Iteration 3Q: 3 clusters Score -3059084 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3059649.750000 Penalty: 5039.776367
	Iteration 4Q: 3 clusters Score -3059650 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3060321.750000 Penalty: 5039.776367
	Iteration 5F: 3 clusters Score -3060322 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3061141.000000 Penalty: 5039.776367
	Iteration 6F: 3 clusters Score -3061141 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3062072.000000 Penalty: 5039.776367
	Iteration 7F: 3 clusters Score -3062072 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3063239.500000 Penalty: 5039.776367
	Iteration 8F: 3 clusters Score -3063240 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3064372.750000 Penalty: 5039.776367
	Iteration 9F: 3 clusters Score -3064373 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3065294.500000 Penalty: 5039.776367
	Iteration 10Q: 3 clusters Score -3065294 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3065856.250000 Penalty: 5039.776367
	Iteration 11Q: 3 clusters Score -3065856 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3066189.000000 Penalty: 5039.776367
	Iteration 12Q: 3 clusters Score -3066189 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3066380.750000 Penalty: 5039.776367
	Iteration 13Q: 3 clusters Score -3066381 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3066506.000000 Penalty: 5039.776367
	Iteration 14Q: 3 clusters Score -3066506 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3066609.250000 Penalty: 5039.776367
	Iteration 15Q: 3 clusters Score -3066609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3066709.250000 Penalty: 5039.776367
	Iteration 16Q: 3 clusters Score -3066709 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3066804.750000 Penalty: 5039.776367
	Iteration 17Q: 3 clusters Score -3066805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3066895.000000 Penalty: 5039.776367
	Iteration 18Q: 3 clusters Score -3066895 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3066973.750000 Penalty: 5039.776367
	Iteration 19Q: 3 clusters Score -3066974 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3067049.000000 Penalty: 5039.776367
	Iteration 20F: 3 clusters Score -3067049 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3067103.250000 Penalty: 5039.776367
	Iteration 21Q: 3 clusters Score -3067103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3067175.000000 Penalty: 5039.776367
	Iteration 22Q: 3 clusters Score -3067175 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3067250.250000 Penalty: 5039.776367
	Iteration 23Q: 3 clusters Score -3067250 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3067303.000000 Penalty: 5039.776367
	Iteration 24Q: 3 clusters Score -3067303 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3067344.000000 Penalty: 5039.776367
	Iteration 25Q: 3 clusters Score -3067344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3067398.750000 Penalty: 5039.776367
	Iteration 26Q: 3 clusters Score -3067399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3067435.000000 Penalty: 5039.776367
	Iteration 27Q: 3 clusters Score -3067435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3067462.000000 Penalty: 5039.776367
	Iteration 28Q: 3 clusters Score -3067462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3067491.250000 Penalty: 5039.776367
	Iteration 29Q: 3 clusters Score -3067491 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3067531.250000 Penalty: 5039.776367
	Iteration 30Q: 3 clusters Score -3067531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3067563.750000 Penalty: 5039.776367
	Iteration 31Q: 3 clusters Score -3067564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3067586.250000 Penalty: 5039.776367
	Iteration 32Q: 3 clusters Score -3067586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3067601.750000 Penalty: 5039.776367
	Iteration 33Q: 3 clusters Score -3067602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3067634.500000 Penalty: 5039.776367
	Iteration 34Q: 3 clusters Score -3067634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3067643.000000 Penalty: 5039.776367
	Iteration 35Q: 3 clusters Score -3067643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3067664.500000 Penalty: 5039.776367
	Iteration 36Q: 3 clusters Score -3067664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3067682.750000 Penalty: 5039.776367
	Iteration 37Q: 3 clusters Score -3067683 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3067710.000000 Penalty: 5039.776367
	Iteration 38Q: 3 clusters Score -3067710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3067731.500000 Penalty: 5039.776367
	Iteration 39Q: 3 clusters Score -3067732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3067735.250000 Penalty: 5039.776367
	Iteration 40F: 3 clusters Score -3067735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3067743.000000 Penalty: 5039.776367
	Iteration 41Q: 3 clusters Score -3067743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3067753.000000 Penalty: 5039.776367
	Iteration 42Q: 3 clusters Score -3067753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3067758.750000 Penalty: 5039.776367
	Iteration 43Q: 3 clusters Score -3067759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3067769.000000 Penalty: 5039.776367
	Iteration 44Q: 3 clusters Score -3067769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3067782.250000 Penalty: 5039.776367
	Iteration 45Q: 3 clusters Score -3067782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3067791.250000 Penalty: 5039.776367
	Iteration 46Q: 3 clusters Score -3067791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3067799.750000 Penalty: 5039.776367
	Iteration 47Q: 3 clusters Score -3067800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3067810.250000 Penalty: 5039.776367
	Iteration 48Q: 3 clusters Score -3067810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3067830.000000 Penalty: 5039.776367
	Iteration 49Q: 3 clusters Score -3067830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3067839.250000 Penalty: 5039.776367
	Iteration 50Q: 3 clusters Score -3067839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3067861.500000 Penalty: 5039.776367
	Iteration 51Q: 3 clusters Score -3067862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3067883.000000 Penalty: 5039.776367
	Iteration 52Q: 3 clusters Score -3067883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3067887.250000 Penalty: 5039.776367
	Iteration 53Q: 3 clusters Score -3067887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3067896.000000 Penalty: 5039.776367
	Iteration 54Q: 3 clusters Score -3067896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3067897.000000 Penalty: 5039.776367
	Iteration 55Q: 3 clusters Score -3067897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3067904.500000 Penalty: 5039.776367
	Iteration 56Q: 3 clusters Score -3067904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3067913.250000 Penalty: 5039.776367
	Iteration 57Q: 3 clusters Score -3067913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3067915.250000 Penalty: 5039.776367
	Iteration 58Q: 3 clusters Score -3067915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3067928.250000 Penalty: 5039.776367
	Iteration 59Q: 3 clusters Score -3067928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3067933.000000 Penalty: 5039.776367
	Iteration 60F: 3 clusters Score -3067933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3067941.750000 Penalty: 5039.776367
	Iteration 61Q: 3 clusters Score -3067942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3067955.250000 Penalty: 5039.776367
	Iteration 62Q: 3 clusters Score -3067955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3067971.500000 Penalty: 5039.776367
	Iteration 63Q: 3 clusters Score -3067972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3067972.500000 Penalty: 5039.776367
	Iteration 64Q: 3 clusters Score -3067972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3067977.000000 Penalty: 5039.776367
	Iteration 65Q: 3 clusters Score -3067977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3067980.000000 Penalty: 5039.776367
	Iteration 66Q: 3 clusters Score -3067980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3067983.000000 Penalty: 5039.776367
	Iteration 67Q: 3 clusters Score -3067983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3067981.000000 Penalty: 5039.776367
	Iteration 68Q: 3 clusters Score -3067981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3067983.500000 Penalty: 5039.776367
	Iteration 69Q: 3 clusters Score -3067984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3067985.000000 Penalty: 5039.776367
	Iteration 70Q: 3 clusters Score -3067985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3067983.750000 Penalty: 5039.776367
	Iteration 71Q: 3 clusters Score -3067984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3067981.500000 Penalty: 5039.776367
	Iteration 72Q: 3 clusters Score -3067982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3067984.000000 Penalty: 5039.776367
	Iteration 73Q: 3 clusters Score -3067984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3067983.250000 Penalty: 5039.776367
	Iteration 74Q: 3 clusters Score -3067983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3067985.250000 Penalty: 5039.776367
	Iteration 75Q: 3 clusters Score -3067985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3067986.500000 Penalty: 5039.776367
	Iteration 76Q: 3 clusters Score -3067986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3067990.750000 Penalty: 5039.776367
	Iteration 77Q: 3 clusters Score -3067991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3067993.500000 Penalty: 5039.776367
	Iteration 78Q: 3 clusters Score -3067994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3067999.250000 Penalty: 5039.776367
	Iteration 79Q: 3 clusters Score -3067999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3068001.750000 Penalty: 5039.776367
	Iteration 80F: 3 clusters Score -3068002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3068007.500000 Penalty: 5039.776367
	Iteration 81Q: 3 clusters Score -3068008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3068005.250000 Penalty: 5039.776367
	Iteration 82Q: 3 clusters Score -3068005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3068005.250000 Penalty: 5039.776367
	Iteration 83F: 3 clusters Score -3068005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -149741.468750 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149741.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150205.062500 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150205.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150427.843750 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -150427.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -150722.359375 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -150722.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151124.656250 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -151124.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -151361.218750 Penalty: 3575.098633
	Iteration 5F: 3 clusters Score -151361.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151519.421875 Penalty: 3575.098633
	Iteration 6F: 3 clusters Score -151519.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -151627.421875 Penalty: 3575.098633
	Iteration 7F: 3 clusters Score -151627.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -151709.828125 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -151709.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -151795.093750 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -151795.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -151859.203125 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -151859.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -151914.750000 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -151914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -151949.968750 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -151950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -151962.671875 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -151962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -151984.171875 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -151984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -152017.125000 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -152017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -152053.671875 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -152053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -152081.671875 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -152081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -152142.906250 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -152142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -152172.046875 Penalty: 3575.098633
	Iteration 19Q: 3 clusters Score -152172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -152182.921875 Penalty: 3575.098633
	Iteration 20F: 3 clusters Score -152182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -152194.906250 Penalty: 3575.098633
	Iteration 21Q: 3 clusters Score -152194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -152227.859375 Penalty: 3575.098633
	Iteration 22Q: 3 clusters Score -152227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -152227.859375 Penalty: 3575.098633
	Iteration 23F: 3 clusters Score -152227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92140 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54014 members 
Mstep: Class 8 contains 241844 members 
Mstep: Class 9 contains 194498 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177425 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39244 members 
Mstep: Class 14 contains 55734 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74197 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215793 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236510 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 1168 members 
Entering Unmasked Estep 
Score: -183974304.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183976464.000000 to -183974304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -104225.734375 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -104225.7 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 440 members 
Entering Unmasked Estep 
Score: -102348.531250 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -102348.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102596.789062 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -102596.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102644.945312 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -102644.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102663.890625 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -102663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102685.679688 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -102685.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102694.640625 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -102694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102700.257812 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -102700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102703.976562 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -102704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102707.375000 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -102707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102709.031250 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -102709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102711.000000 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -102711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102711.000000 Penalty: 3384.349854
	Iteration 11F: 3 clusters Score -102711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (215793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215793 members 
Entering Unmasked Estep 
Score: -25408970.000000 Penalty: 3045.954590
	Iteration 0F: 2 clusters Score -2.540897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -25272168.000000 Penalty: 6091.909180
	Iteration 0F: 3 clusters Score -2.527217e+07 nChanged 103632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -25332006.000000 Penalty: 6091.909180
	Iteration 1F: 3 clusters Score -2.533201e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 108977 members 
Entering Unmasked Estep 
Score: -25332948.000000 Penalty: 6091.909180
	Iteration 2Q: 3 clusters Score -2.533295e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -25334148.000000 Penalty: 6091.909180
	Iteration 3Q: 3 clusters Score -2.533415e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104957 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -25335724.000000 Penalty: 6091.909180
	Iteration 4Q: 3 clusters Score -2.533572e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -25337716.000000 Penalty: 6091.909180
	Iteration 5Q: 3 clusters Score -2.533772e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -25340254.000000 Penalty: 6091.909180
	Iteration 6Q: 3 clusters Score -2.534025e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 117473 members 
Entering Unmasked Estep 
Score: -25344052.000000 Penalty: 6091.909180
	Iteration 7Q: 3 clusters Score -2.534405e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -25349246.000000 Penalty: 6091.909180
	Iteration 8Q: 3 clusters Score -2.534925e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -25356432.000000 Penalty: 6091.909180
	Iteration 9F: 3 clusters Score -2.535643e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 130795 members 
Entering Unmasked Estep 
Score: -25365708.000000 Penalty: 6091.909180
	Iteration 10F: 3 clusters Score -2.536571e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 135231 members 
Entering Unmasked Estep 
Score: -25374734.000000 Penalty: 6091.909180
	Iteration 11F: 3 clusters Score -2.537473e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -25380968.000000 Penalty: 6091.909180
	Iteration 12F: 3 clusters Score -2.538097e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -25383972.000000 Penalty: 6091.909180
	Iteration 13Q: 3 clusters Score -2.538397e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 145455 members 
Entering Unmasked Estep 
Score: -25385418.000000 Penalty: 6091.909180
	Iteration 14Q: 3 clusters Score -2.538542e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 148741 members 
Entering Unmasked Estep 
Score: -25386580.000000 Penalty: 6091.909180
	Iteration 15Q: 3 clusters Score -2.538658e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -25387532.000000 Penalty: 6091.909180
	Iteration 16Q: 3 clusters Score -2.538753e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -25388400.000000 Penalty: 6091.909180
	Iteration 17Q: 3 clusters Score -2.53884e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -25389552.000000 Penalty: 6091.909180
	Iteration 18Q: 3 clusters Score -2.538955e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 162332 members 
Entering Unmasked Estep 
Score: -25390576.000000 Penalty: 6091.909180
	Iteration 19Q: 3 clusters Score -2.539058e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 165794 members 
Entering Unmasked Estep 
Score: -25391812.000000 Penalty: 6091.909180
	Iteration 20F: 3 clusters Score -2.539181e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 169167 members 
Entering Unmasked Estep 
Score: -25392868.000000 Penalty: 6091.909180
	Iteration 21Q: 3 clusters Score -2.539287e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 172448 members 
Entering Unmasked Estep 
Score: -25393830.000000 Penalty: 6091.909180
	Iteration 22Q: 3 clusters Score -2.539383e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -25394808.000000 Penalty: 6091.909180
	Iteration 23Q: 3 clusters Score -2.539481e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -25395814.000000 Penalty: 6091.909180
	Iteration 24Q: 3 clusters Score -2.539581e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 181535 members 
Entering Unmasked Estep 
Score: -25396798.000000 Penalty: 6091.909180
	Iteration 25Q: 3 clusters Score -2.53968e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 184187 members 
Entering Unmasked Estep 
Score: -25397802.000000 Penalty: 6091.909180
	Iteration 26Q: 3 clusters Score -2.53978e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -25398634.000000 Penalty: 6091.909180
	Iteration 27Q: 3 clusters Score -2.539863e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -25399542.000000 Penalty: 6091.909180
	Iteration 28Q: 3 clusters Score -2.539954e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 190878 members 
Entering Unmasked Estep 
Score: -25400342.000000 Penalty: 6091.909180
	Iteration 29Q: 3 clusters Score -2.540034e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 192808 members 
Entering Unmasked Estep 
Score: -25401048.000000 Penalty: 6091.909180
	Iteration 30Q: 3 clusters Score -2.540105e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 194494 members 
Entering Unmasked Estep 
Score: -25401596.000000 Penalty: 6091.909180
	Iteration 31Q: 3 clusters Score -2.54016e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 196065 members 
Entering Unmasked Estep 
Score: -25402192.000000 Penalty: 6091.909180
	Iteration 32Q: 3 clusters Score -2.540219e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 197443 members 
Entering Unmasked Estep 
Score: -25402502.000000 Penalty: 6091.909180
	Iteration 33Q: 3 clusters Score -2.54025e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 198683 members 
Entering Unmasked Estep 
Score: -25402900.000000 Penalty: 6091.909180
	Iteration 34Q: 3 clusters Score -2.54029e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 199814 members 
Entering Unmasked Estep 
Score: -25403212.000000 Penalty: 6091.909180
	Iteration 35Q: 3 clusters Score -2.540321e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 200813 members 
Entering Unmasked Estep 
Score: -25403618.000000 Penalty: 6091.909180
	Iteration 36Q: 3 clusters Score -2.540362e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 201687 members 
Entering Unmasked Estep 
Score: -25403902.000000 Penalty: 6091.909180
	Iteration 37Q: 3 clusters Score -2.54039e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 202453 members 
Entering Unmasked Estep 
Score: -25404096.000000 Penalty: 6091.909180
	Iteration 38Q: 3 clusters Score -2.54041e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 203181 members 
Entering Unmasked Estep 
Score: -25404336.000000 Penalty: 6091.909180
	Iteration 39Q: 3 clusters Score -2.540434e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 203826 members 
Entering Unmasked Estep 
Score: -25404500.000000 Penalty: 6091.909180
	Iteration 40F: 3 clusters Score -2.54045e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 204459 members 
Entering Unmasked Estep 
Score: -25404700.000000 Penalty: 6091.909180
	Iteration 41Q: 3 clusters Score -2.54047e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 205018 members 
Entering Unmasked Estep 
Score: -25404878.000000 Penalty: 6091.909180
	Iteration 42Q: 3 clusters Score -2.540488e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 205539 members 
Entering Unmasked Estep 
Score: -25405058.000000 Penalty: 6091.909180
	Iteration 43Q: 3 clusters Score -2.540506e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -25405260.000000 Penalty: 6091.909180
	Iteration 44Q: 3 clusters Score -2.540526e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 206440 members 
Entering Unmasked Estep 
Score: -25405400.000000 Penalty: 6091.909180
	Iteration 45Q: 3 clusters Score -2.54054e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 206874 members 
Entering Unmasked Estep 
Score: -25405516.000000 Penalty: 6091.909180
	Iteration 46Q: 3 clusters Score -2.540552e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 207295 members 
Entering Unmasked Estep 
Score: -25405572.000000 Penalty: 6091.909180
	Iteration 47Q: 3 clusters Score -2.540557e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 207666 members 
Entering Unmasked Estep 
Score: -25405626.000000 Penalty: 6091.909180
	Iteration 48Q: 3 clusters Score -2.540563e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 207996 members 
Entering Unmasked Estep 
Score: -25405678.000000 Penalty: 6091.909180
	Iteration 49Q: 3 clusters Score -2.540568e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 208315 members 
Entering Unmasked Estep 
Score: -25405764.000000 Penalty: 6091.909180
	Iteration 50Q: 3 clusters Score -2.540576e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 208639 members 
Entering Unmasked Estep 
Score: -25405844.000000 Penalty: 6091.909180
	Iteration 51Q: 3 clusters Score -2.540584e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 208932 members 
Entering Unmasked Estep 
Score: -25405936.000000 Penalty: 6091.909180
	Iteration 52Q: 3 clusters Score -2.540594e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 209202 members 
Entering Unmasked Estep 
Score: -25405940.000000 Penalty: 6091.909180
	Iteration 53Q: 3 clusters Score -2.540594e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 209447 members 
Entering Unmasked Estep 
Score: -25405958.000000 Penalty: 6091.909180
	Iteration 54Q: 3 clusters Score -2.540596e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 209701 members 
Entering Unmasked Estep 
Score: -25405944.000000 Penalty: 6091.909180
	Iteration 55Q: 3 clusters Score -2.540594e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 209924 members 
Entering Unmasked Estep 
Score: -25405930.000000 Penalty: 6091.909180
	Iteration 56Q: 3 clusters Score -2.540593e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 210106 members 
Entering Unmasked Estep 
Score: -25405988.000000 Penalty: 6091.909180
	Iteration 57Q: 3 clusters Score -2.540599e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 210257 members 
Entering Unmasked Estep 
Score: -25406042.000000 Penalty: 6091.909180
	Iteration 58Q: 3 clusters Score -2.540604e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 210384 members 
Entering Unmasked Estep 
Score: -25406060.000000 Penalty: 6091.909180
	Iteration 59Q: 3 clusters Score -2.540606e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 210503 members 
Entering Unmasked Estep 
Score: -25406118.000000 Penalty: 6091.909180
	Iteration 60F: 3 clusters Score -2.540612e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 210621 members 
Entering Unmasked Estep 
Score: -25406156.000000 Penalty: 6091.909180
	Iteration 61Q: 3 clusters Score -2.540616e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 210724 members 
Entering Unmasked Estep 
Score: -25406166.000000 Penalty: 6091.909180
	Iteration 62Q: 3 clusters Score -2.540617e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 210810 members 
Entering Unmasked Estep 
Score: -25406182.000000 Penalty: 6091.909180
	Iteration 63Q: 3 clusters Score -2.540618e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 210900 members 
Entering Unmasked Estep 
Score: -25406212.000000 Penalty: 6091.909180
	Iteration 64Q: 3 clusters Score -2.540621e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 210988 members 
Entering Unmasked Estep 
Score: -25406282.000000 Penalty: 6091.909180
	Iteration 65Q: 3 clusters Score -2.540628e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 211067 members 
Entering Unmasked Estep 
Score: -25406252.000000 Penalty: 6091.909180
	Iteration 66Q: 3 clusters Score -2.540625e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 211144 members 
Entering Unmasked Estep 
Score: -25406274.000000 Penalty: 6091.909180
	Iteration 67Q: 3 clusters Score -2.540627e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 211225 members 
Entering Unmasked Estep 
Score: -25406306.000000 Penalty: 6091.909180
	Iteration 68Q: 3 clusters Score -2.540631e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 211307 members 
Entering Unmasked Estep 
Score: -25406338.000000 Penalty: 6091.909180
	Iteration 69Q: 3 clusters Score -2.540634e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 211382 members 
Entering Unmasked Estep 
Score: -25406308.000000 Penalty: 6091.909180
	Iteration 70Q: 3 clusters Score -2.540631e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 211447 members 
Entering Unmasked Estep 
Score: -25406308.000000 Penalty: 6091.909180
	Iteration 71Q: 3 clusters Score -2.540631e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 211503 members 
Entering Unmasked Estep 
Score: -25406326.000000 Penalty: 6091.909180
	Iteration 72Q: 3 clusters Score -2.540633e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -25406334.000000 Penalty: 6091.909180
	Iteration 73Q: 3 clusters Score -2.540633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 211616 members 
Entering Unmasked Estep 
Score: -25406342.000000 Penalty: 6091.909180
	Iteration 74Q: 3 clusters Score -2.540634e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 211673 members 
Entering Unmasked Estep 
Score: -25406316.000000 Penalty: 6091.909180
	Iteration 75Q: 3 clusters Score -2.540632e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 211721 members 
Entering Unmasked Estep 
Score: -25406344.000000 Penalty: 6091.909180
	Iteration 76Q: 3 clusters Score -2.540634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 211762 members 
Entering Unmasked Estep 
Score: -25406350.000000 Penalty: 6091.909180
	Iteration 77Q: 3 clusters Score -2.540635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 211796 members 
Entering Unmasked Estep 
Score: -25406334.000000 Penalty: 6091.909180
	Iteration 78Q: 3 clusters Score -2.540633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 211820 members 
Entering Unmasked Estep 
Score: -25406342.000000 Penalty: 6091.909180
	Iteration 79Q: 3 clusters Score -2.540634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 211847 members 
Entering Unmasked Estep 
Score: -25406354.000000 Penalty: 6091.909180
	Iteration 80F: 3 clusters Score -2.540635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 211875 members 
Entering Unmasked Estep 
Score: -25406390.000000 Penalty: 6091.909180
	Iteration 81Q: 3 clusters Score -2.540639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 211909 members 
Entering Unmasked Estep 
Score: -25406384.000000 Penalty: 6091.909180
	Iteration 82Q: 3 clusters Score -2.540638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 211940 members 
Entering Unmasked Estep 
Score: -25406402.000000 Penalty: 6091.909180
	Iteration 83Q: 3 clusters Score -2.54064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 211972 members 
Entering Unmasked Estep 
Score: -25406418.000000 Penalty: 6091.909180
	Iteration 84Q: 3 clusters Score -2.540642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 212002 members 
Entering Unmasked Estep 
Score: -25406422.000000 Penalty: 6091.909180
	Iteration 85Q: 3 clusters Score -2.540642e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 212026 members 
Entering Unmasked Estep 
Score: -25406424.000000 Penalty: 6091.909180
	Iteration 86Q: 3 clusters Score -2.540642e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 212055 members 
Entering Unmasked Estep 
Score: -25406452.000000 Penalty: 6091.909180
	Iteration 87Q: 3 clusters Score -2.540645e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 212081 members 
Entering Unmasked Estep 
Score: -25406448.000000 Penalty: 6091.909180
	Iteration 88Q: 3 clusters Score -2.540645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 212091 members 
Entering Unmasked Estep 
Score: -25406446.000000 Penalty: 6091.909180
	Iteration 89Q: 3 clusters Score -2.540645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 212099 members 
Entering Unmasked Estep 
Score: -25406446.000000 Penalty: 6091.909180
	Iteration 90Q: 3 clusters Score -2.540645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 212109 members 
Entering Unmasked Estep 
Score: -25406442.000000 Penalty: 6091.909180
	Iteration 91Q: 3 clusters Score -2.540644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 212112 members 
Entering Unmasked Estep 
Score: -25406450.000000 Penalty: 6091.909180
	Iteration 92Q: 3 clusters Score -2.540645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 212109 members 
Entering Unmasked Estep 
Score: -25406438.000000 Penalty: 6091.909180
	Iteration 93Q: 3 clusters Score -2.540644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 212112 members 
Entering Unmasked Estep 
Score: -25406462.000000 Penalty: 6091.909180
	Iteration 94Q: 3 clusters Score -2.540646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 212117 members 
Entering Unmasked Estep 
Score: -25406460.000000 Penalty: 6091.909180
	Iteration 95Q: 3 clusters Score -2.540646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -25406466.000000 Penalty: 6091.909180
	Iteration 96Q: 3 clusters Score -2.540647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 212132 members 
Entering Unmasked Estep 
Score: -25406460.000000 Penalty: 6091.909180
	Iteration 97Q: 3 clusters Score -2.540646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 212141 members 
Entering Unmasked Estep 
Score: -25406460.000000 Penalty: 6091.909180
	Iteration 98Q: 3 clusters Score -2.540646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 212151 members 
Entering Unmasked Estep 
Score: -25406456.000000 Penalty: 6091.909180
	Iteration 99Q: 3 clusters Score -2.540646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 212164 members 
Entering Unmasked Estep 
Score: -25406458.000000 Penalty: 6091.909180
	Iteration 100F: 3 clusters Score -2.540646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 212176 members 
Entering Unmasked Estep 
Score: -25406456.000000 Penalty: 6091.909180
	Iteration 101Q: 3 clusters Score -2.540646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 212186 members 
Entering Unmasked Estep 
Score: -25406480.000000 Penalty: 6091.909180
	Iteration 102Q: 3 clusters Score -2.540648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 212201 members 
Entering Unmasked Estep 
Score: -25406472.000000 Penalty: 6091.909180
	Iteration 103Q: 3 clusters Score -2.540647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 212220 members 
Entering Unmasked Estep 
Score: -25406470.000000 Penalty: 6091.909180
	Iteration 104Q: 3 clusters Score -2.540647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 212228 members 
Entering Unmasked Estep 
Score: -25406478.000000 Penalty: 6091.909180
	Iteration 105Q: 3 clusters Score -2.540648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 212235 members 
Entering Unmasked Estep 
Score: -25406476.000000 Penalty: 6091.909180
	Iteration 106Q: 3 clusters Score -2.540648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 212238 members 
Entering Unmasked Estep 
Score: -25406478.000000 Penalty: 6091.909180
	Iteration 107Q: 3 clusters Score -2.540648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 212241 members 
Entering Unmasked Estep 
Score: -25406492.000000 Penalty: 6091.909180
	Iteration 108Q: 3 clusters Score -2.540649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 212243 members 
Entering Unmasked Estep 
Score: -25406494.000000 Penalty: 6091.909180
	Iteration 109Q: 3 clusters Score -2.540649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 212246 members 
Entering Unmasked Estep 
Score: -25406480.000000 Penalty: 6091.909180
	Iteration 110Q: 3 clusters Score -2.540648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 212248 members 
Entering Unmasked Estep 
Score: -25406482.000000 Penalty: 6091.909180
	Iteration 111Q: 3 clusters Score -2.540648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 212251 members 
Entering Unmasked Estep 
Score: -25406492.000000 Penalty: 6091.909180
	Iteration 112Q: 3 clusters Score -2.540649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 212252 members 
Entering Unmasked Estep 
Score: -25406482.000000 Penalty: 6091.909180
	Iteration 113Q: 3 clusters Score -2.540648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 212254 members 
Entering Unmasked Estep 
Score: -25406478.000000 Penalty: 6091.909180
	Iteration 114Q: 3 clusters Score -2.540648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 212255 members 
Entering Unmasked Estep 
Score: -25406482.000000 Penalty: 6091.909180
	Iteration 115Q: 3 clusters Score -2.540648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 212255 members 
Entering Unmasked Estep 
Score: -25406482.000000 Penalty: 6091.909180
	Iteration 116F: 3 clusters Score -2.540648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -130998.015625 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128995.500000 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -128995.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -129478.460938 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129478.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129739.234375 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -129739.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -129929.687500 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -129929.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -130015.445312 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -130015.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -130065.093750 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -130065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -130090.554688 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -130090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130111.500000 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -130111.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130132.843750 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -130132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -130150.359375 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -130150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130161.984375 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -130162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130167.726562 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -130167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130167.726562 Penalty: 3501.996338
	Iteration 12F: 3 clusters Score -130167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Entering Unmasked Estep 
Score: -1460050.125000 Penalty: 2355.540527
	Iteration 0F: 2 clusters Score -1460050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1450258.500000 Penalty: 4711.081055
	Iteration 0F: 3 clusters Score -1450258 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1453340.500000 Penalty: 4711.081055
	Iteration 1F: 3 clusters Score -1453340 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1453832.625000 Penalty: 4711.081055
	Iteration 2F: 3 clusters Score -1453833 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1454227.750000 Penalty: 4711.081055
	Iteration 3F: 3 clusters Score -1454228 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1454524.875000 Penalty: 4711.081055
	Iteration 4Q: 3 clusters Score -1454525 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1454766.875000 Penalty: 4711.081055
	Iteration 5Q: 3 clusters Score -1454767 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1454980.250000 Penalty: 4711.081055
	Iteration 6Q: 3 clusters Score -1454980 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1455157.500000 Penalty: 4711.081055
	Iteration 7Q: 3 clusters Score -1455158 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1455312.875000 Penalty: 4711.081055
	Iteration 8Q: 3 clusters Score -1455313 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1455438.375000 Penalty: 4711.081055
	Iteration 9Q: 3 clusters Score -1455438 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1455551.375000 Penalty: 4711.081055
	Iteration 10Q: 3 clusters Score -1455551 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1455641.250000 Penalty: 4711.081055
	Iteration 11Q: 3 clusters Score -1455641 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1455720.750000 Penalty: 4711.081055
	Iteration 12Q: 3 clusters Score -1455721 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1455801.875000 Penalty: 4711.081055
	Iteration 13Q: 3 clusters Score -1455802 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1455886.500000 Penalty: 4711.081055
	Iteration 14Q: 3 clusters Score -1455886 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1455971.375000 Penalty: 4711.081055
	Iteration 15Q: 3 clusters Score -1455971 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1456062.750000 Penalty: 4711.081055
	Iteration 16Q: 3 clusters Score -1456063 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1456168.250000 Penalty: 4711.081055
	Iteration 17Q: 3 clusters Score -1456168 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1456288.375000 Penalty: 4711.081055
	Iteration 18Q: 3 clusters Score -1456288 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1456431.125000 Penalty: 4711.081055
	Iteration 19Q: 3 clusters Score -1456431 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1456598.000000 Penalty: 4711.081055
	Iteration 20F: 3 clusters Score -1456598 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1456777.375000 Penalty: 4711.081055
	Iteration 21Q: 3 clusters Score -1456777 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1456971.500000 Penalty: 4711.081055
	Iteration 22Q: 3 clusters Score -1456972 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1457146.375000 Penalty: 4711.081055
	Iteration 23Q: 3 clusters Score -1457146 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1457347.750000 Penalty: 4711.081055
	Iteration 24Q: 3 clusters Score -1457348 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1457548.375000 Penalty: 4711.081055
	Iteration 25Q: 3 clusters Score -1457548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1457715.500000 Penalty: 4711.081055
	Iteration 26Q: 3 clusters Score -1457716 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1457868.250000 Penalty: 4711.081055
	Iteration 27Q: 3 clusters Score -1457868 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1457986.875000 Penalty: 4711.081055
	Iteration 28Q: 3 clusters Score -1457987 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1458076.375000 Penalty: 4711.081055
	Iteration 29Q: 3 clusters Score -1458076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1458135.125000 Penalty: 4711.081055
	Iteration 30Q: 3 clusters Score -1458135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1458182.250000 Penalty: 4711.081055
	Iteration 31Q: 3 clusters Score -1458182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1458217.375000 Penalty: 4711.081055
	Iteration 32Q: 3 clusters Score -1458217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1458246.750000 Penalty: 4711.081055
	Iteration 33Q: 3 clusters Score -1458247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1458273.625000 Penalty: 4711.081055
	Iteration 34Q: 3 clusters Score -1458274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1458301.625000 Penalty: 4711.081055
	Iteration 35Q: 3 clusters Score -1458302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1458330.125000 Penalty: 4711.081055
	Iteration 36Q: 3 clusters Score -1458330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1458356.125000 Penalty: 4711.081055
	Iteration 37Q: 3 clusters Score -1458356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1458377.875000 Penalty: 4711.081055
	Iteration 38Q: 3 clusters Score -1458378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1458402.250000 Penalty: 4711.081055
	Iteration 39Q: 3 clusters Score -1458402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1458426.250000 Penalty: 4711.081055
	Iteration 40F: 3 clusters Score -1458426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1458444.375000 Penalty: 4711.081055
	Iteration 41Q: 3 clusters Score -1458444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1458463.750000 Penalty: 4711.081055
	Iteration 42Q: 3 clusters Score -1458464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1458481.875000 Penalty: 4711.081055
	Iteration 43Q: 3 clusters Score -1458482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1458487.500000 Penalty: 4711.081055
	Iteration 44Q: 3 clusters Score -1458488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1458492.750000 Penalty: 4711.081055
	Iteration 45Q: 3 clusters Score -1458493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1458496.625000 Penalty: 4711.081055
	Iteration 46Q: 3 clusters Score -1458497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1458501.750000 Penalty: 4711.081055
	Iteration 47Q: 3 clusters Score -1458502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1458506.250000 Penalty: 4711.081055
	Iteration 48Q: 3 clusters Score -1458506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1458507.250000 Penalty: 4711.081055
	Iteration 49Q: 3 clusters Score -1458507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1458508.125000 Penalty: 4711.081055
	Iteration 50Q: 3 clusters Score -1458508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1458510.000000 Penalty: 4711.081055
	Iteration 51Q: 3 clusters Score -1458510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1458512.875000 Penalty: 4711.081055
	Iteration 52Q: 3 clusters Score -1458513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1458513.875000 Penalty: 4711.081055
	Iteration 53Q: 3 clusters Score -1458514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1458512.750000 Penalty: 4711.081055
	Iteration 54Q: 3 clusters Score -1458513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1458512.750000 Penalty: 4711.081055
	Iteration 55F: 3 clusters Score -1458513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (236510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236510 members 
Entering Unmasked Estep 
Score: -27789116.000000 Penalty: 3068.688965
	Iteration 0F: 2 clusters Score -2.778912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118166 members 
Mstep: Class 2 contains 118344 members 
Entering Unmasked Estep 
Score: -27636732.000000 Penalty: 6137.377930
	Iteration 0F: 3 clusters Score -2.763673e+07 nChanged 114028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
Score: -27704572.000000 Penalty: 6137.377930
	Iteration 1F: 3 clusters Score -2.770457e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -27706072.000000 Penalty: 6137.377930
	Iteration 2Q: 3 clusters Score -2.770607e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 120293 members 
Entering Unmasked Estep 
Score: -27707612.000000 Penalty: 6137.377930
	Iteration 3Q: 3 clusters Score -2.770761e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -27709070.000000 Penalty: 6137.377930
	Iteration 4Q: 3 clusters Score -2.770907e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114272 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -27711240.000000 Penalty: 6137.377930
	Iteration 5Q: 3 clusters Score -2.771124e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -27713872.000000 Penalty: 6137.377930
	Iteration 6Q: 3 clusters Score -2.771387e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -27717248.000000 Penalty: 6137.377930
	Iteration 7Q: 3 clusters Score -2.771725e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 130517 members 
Entering Unmasked Estep 
Score: -27721696.000000 Penalty: 6137.377930
	Iteration 8Q: 3 clusters Score -2.77217e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 135637 members 
Entering Unmasked Estep 
Score: -27727242.000000 Penalty: 6137.377930
	Iteration 9Q: 3 clusters Score -2.772724e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94540 members 
Mstep: Class 2 contains 141970 members 
Entering Unmasked Estep 
Score: -27732994.000000 Penalty: 6137.377930
	Iteration 10Q: 3 clusters Score -2.773299e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -27739438.000000 Penalty: 6137.377930
	Iteration 11F: 3 clusters Score -2.773944e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -27745856.000000 Penalty: 6137.377930
	Iteration 12Q: 3 clusters Score -2.774586e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -27751394.000000 Penalty: 6137.377930
	Iteration 13Q: 3 clusters Score -2.775139e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -27756152.000000 Penalty: 6137.377930
	Iteration 14Q: 3 clusters Score -2.775615e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 181013 members 
Entering Unmasked Estep 
Score: -27760262.000000 Penalty: 6137.377930
	Iteration 15Q: 3 clusters Score -2.776026e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 188020 members 
Entering Unmasked Estep 
Score: -27763754.000000 Penalty: 6137.377930
	Iteration 16Q: 3 clusters Score -2.776375e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -27766502.000000 Penalty: 6137.377930
	Iteration 17Q: 3 clusters Score -2.77665e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 200425 members 
Entering Unmasked Estep 
Score: -27769038.000000 Penalty: 6137.377930
	Iteration 18Q: 3 clusters Score -2.776904e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -27771256.000000 Penalty: 6137.377930
	Iteration 19Q: 3 clusters Score -2.777126e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 210996 members 
Entering Unmasked Estep 
Score: -27773304.000000 Penalty: 6137.377930
	Iteration 20F: 3 clusters Score -2.77733e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 215560 members 
Entering Unmasked Estep 
Score: -27775386.000000 Penalty: 6137.377930
	Iteration 21Q: 3 clusters Score -2.777539e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 219571 members 
Entering Unmasked Estep 
Score: -27777350.000000 Penalty: 6137.377930
	Iteration 22Q: 3 clusters Score -2.777735e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 223081 members 
Entering Unmasked Estep 
Score: -27779308.000000 Penalty: 6137.377930
	Iteration 23Q: 3 clusters Score -2.777931e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 226098 members 
Entering Unmasked Estep 
Score: -27780858.000000 Penalty: 6137.377930
	Iteration 24Q: 3 clusters Score -2.778086e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 228484 members 
Entering Unmasked Estep 
Score: -27782214.000000 Penalty: 6137.377930
	Iteration 25Q: 3 clusters Score -2.778221e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 230360 members 
Entering Unmasked Estep 
Score: -27783184.000000 Penalty: 6137.377930
	Iteration 26Q: 3 clusters Score -2.778318e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 231749 members 
Entering Unmasked Estep 
Score: -27783968.000000 Penalty: 6137.377930
	Iteration 27Q: 3 clusters Score -2.778397e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 232759 members 
Entering Unmasked Estep 
Score: -27784454.000000 Penalty: 6137.377930
	Iteration 28Q: 3 clusters Score -2.778445e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 233467 members 
Entering Unmasked Estep 
Score: -27784882.000000 Penalty: 6137.377930
	Iteration 29Q: 3 clusters Score -2.778488e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 234018 members 
Entering Unmasked Estep 
Score: -27785290.000000 Penalty: 6137.377930
	Iteration 30Q: 3 clusters Score -2.778529e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 234432 members 
Entering Unmasked Estep 
Score: -27785568.000000 Penalty: 6137.377930
	Iteration 31Q: 3 clusters Score -2.778557e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 234730 members 
Entering Unmasked Estep 
Score: -27785744.000000 Penalty: 6137.377930
	Iteration 32Q: 3 clusters Score -2.778574e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 234940 members 
Entering Unmasked Estep 
Score: -27785924.000000 Penalty: 6137.377930
	Iteration 33Q: 3 clusters Score -2.778592e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 235094 members 
Entering Unmasked Estep 
Score: -27786080.000000 Penalty: 6137.377930
	Iteration 34Q: 3 clusters Score -2.778608e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 235208 members 
Entering Unmasked Estep 
Score: -27786144.000000 Penalty: 6137.377930
	Iteration 35Q: 3 clusters Score -2.778614e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 235298 members 
Entering Unmasked Estep 
Score: -27786186.000000 Penalty: 6137.377930
	Iteration 36Q: 3 clusters Score -2.778619e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 235374 members 
Entering Unmasked Estep 
Score: -27786216.000000 Penalty: 6137.377930
	Iteration 37Q: 3 clusters Score -2.778622e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 235423 members 
Entering Unmasked Estep 
Score: -27786258.000000 Penalty: 6137.377930
	Iteration 38Q: 3 clusters Score -2.778626e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 235460 members 
Entering Unmasked Estep 
Score: -27786314.000000 Penalty: 6137.377930
	Iteration 39Q: 3 clusters Score -2.778631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 235499 members 
Entering Unmasked Estep 
Score: -27786348.000000 Penalty: 6137.377930
	Iteration 40F: 3 clusters Score -2.778635e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 235520 members 
Entering Unmasked Estep 
Score: -27786372.000000 Penalty: 6137.377930
	Iteration 41Q: 3 clusters Score -2.778637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 235536 members 
Entering Unmasked Estep 
Score: -27786382.000000 Penalty: 6137.377930
	Iteration 42Q: 3 clusters Score -2.778638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 235550 members 
Entering Unmasked Estep 
Score: -27786394.000000 Penalty: 6137.377930
	Iteration 43Q: 3 clusters Score -2.778639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 235568 members 
Entering Unmasked Estep 
Score: -27786396.000000 Penalty: 6137.377930
	Iteration 44Q: 3 clusters Score -2.77864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 235576 members 
Entering Unmasked Estep 
Score: -27786400.000000 Penalty: 6137.377930
	Iteration 45Q: 3 clusters Score -2.77864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 235586 members 
Entering Unmasked Estep 
Score: -27786406.000000 Penalty: 6137.377930
	Iteration 46Q: 3 clusters Score -2.778641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 235594 members 
Entering Unmasked Estep 
Score: -27786420.000000 Penalty: 6137.377930
	Iteration 47Q: 3 clusters Score -2.778642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 235593 members 
Entering Unmasked Estep 
Score: -27786440.000000 Penalty: 6137.377930
	Iteration 48Q: 3 clusters Score -2.778644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 235603 members 
Entering Unmasked Estep 
Score: -27786444.000000 Penalty: 6137.377930
	Iteration 49Q: 3 clusters Score -2.778644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 235611 members 
Entering Unmasked Estep 
Score: -27786430.000000 Penalty: 6137.377930
	Iteration 50Q: 3 clusters Score -2.778643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 235612 members 
Entering Unmasked Estep 
Score: -27786438.000000 Penalty: 6137.377930
	Iteration 51Q: 3 clusters Score -2.778644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 235616 members 
Entering Unmasked Estep 
Score: -27786434.000000 Penalty: 6137.377930
	Iteration 52Q: 3 clusters Score -2.778643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 235621 members 
Entering Unmasked Estep 
Score: -27786416.000000 Penalty: 6137.377930
	Iteration 53Q: 3 clusters Score -2.778642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 235626 members 
Entering Unmasked Estep 
Score: -27786422.000000 Penalty: 6137.377930
	Iteration 54Q: 3 clusters Score -2.778642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 235631 members 
Entering Unmasked Estep 
Score: -27786418.000000 Penalty: 6137.377930
	Iteration 55Q: 3 clusters Score -2.778642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 235638 members 
Entering Unmasked Estep 
Score: -27786410.000000 Penalty: 6137.377930
	Iteration 56Q: 3 clusters Score -2.778641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 235645 members 
Entering Unmasked Estep 
Score: -27786414.000000 Penalty: 6137.377930
	Iteration 57Q: 3 clusters Score -2.778641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 235648 members 
Entering Unmasked Estep 
Score: -27786420.000000 Penalty: 6137.377930
	Iteration 58Q: 3 clusters Score -2.778642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 235654 members 
Entering Unmasked Estep 
Score: -27786408.000000 Penalty: 6137.377930
	Iteration 59Q: 3 clusters Score -2.778641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 235659 members 
Entering Unmasked Estep 
Score: -27786428.000000 Penalty: 6137.377930
	Iteration 60F: 3 clusters Score -2.778643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 235663 members 
Entering Unmasked Estep 
Score: -27786424.000000 Penalty: 6137.377930
	Iteration 61Q: 3 clusters Score -2.778642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 235665 members 
Entering Unmasked Estep 
Score: -27786424.000000 Penalty: 6137.377930
	Iteration 62Q: 3 clusters Score -2.778642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 235666 members 
Entering Unmasked Estep 
Score: -27786424.000000 Penalty: 6137.377930
	Iteration 63Q: 3 clusters Score -2.778642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 235667 members 
Entering Unmasked Estep 
Score: -27786422.000000 Penalty: 6137.377930
	Iteration 64Q: 3 clusters Score -2.778642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 235667 members 
Entering Unmasked Estep 
Score: -27786422.000000 Penalty: 6137.377930
	Iteration 65F: 3 clusters Score -2.778642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -51944.539062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -51944.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50418.003906 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -50418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50578.117188 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -50578.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50627.781250 Penalty: 3083.436523
	Iteration 2Q: 3 clusters Score -50627.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50658.863281 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -50658.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50678.707031 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -50678.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50692.667969 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -50692.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50714.714844 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -50714.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50724.472656 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -50724.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50733.058594 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -50733.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50739.476562 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -50739.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50743.066406 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -50743.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50743.066406 Penalty: 3083.436523
	Iteration 11F: 3 clusters Score -50743.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52647.566406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52647.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51210.789062 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51210.79 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51492.378906 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51492.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51590.027344 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51590.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51697.972656 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -51697.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51850.187500 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -51850.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51980.160156 Penalty: 3113.215088
	Iteration 5F: 3 clusters Score -51980.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52148.550781 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -52148.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52338.871094 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -52338.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52403.121094 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -52403.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52447.457031 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -52447.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52473.949219 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -52473.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52490.878906 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -52490.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52501.300781 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -52501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52501.300781 Penalty: 3113.215088
	Iteration 13F: 3 clusters Score -52501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60011.808594 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60011.81 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 313 members 
Entering Unmasked Estep 
Score: -58413.410156 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -58413.41 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58678.363281 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -58678.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58808.664062 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -58808.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58983.011719 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -58983.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59120.718750 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -59120.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59381.027344 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59381.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59510.675781 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59510.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59572.187500 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59572.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59615.796875 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59615.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59656.312500 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59656.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59682.269531 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59682.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59716.960938 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59716.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59741.742188 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59741.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59753.199219 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -59753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59782.699219 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -59782.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59817.425781 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -59817.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59834.777344 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -59834.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59839.996094 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -59840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59847.808594 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -59847.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59854.253906 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -59854.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59854.253906 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -59854.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -578771.562500 Penalty: 2129.459961
	Iteration 0F: 2 clusters Score -578771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -573983.750000 Penalty: 4258.919922
	Iteration 0F: 3 clusters Score -573983.8 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -575278.812500 Penalty: 4258.919922
	Iteration 1F: 3 clusters Score -575278.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -575595.437500 Penalty: 4258.919922
	Iteration 2F: 3 clusters Score -575595.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -575920.125000 Penalty: 4258.919922
	Iteration 3F: 3 clusters Score -575920.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -576323.250000 Penalty: 4258.919922
	Iteration 4F: 3 clusters Score -576323.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -576811.687500 Penalty: 4258.919922
	Iteration 5F: 3 clusters Score -576811.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -577407.687500 Penalty: 4258.919922
	Iteration 6F: 3 clusters Score -577407.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -577927.937500 Penalty: 4258.919922
	Iteration 7F: 3 clusters Score -577927.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -578205.125000 Penalty: 4258.919922
	Iteration 8F: 3 clusters Score -578205.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -578330.812500 Penalty: 4258.919922
	Iteration 9Q: 3 clusters Score -578330.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -578420.062500 Penalty: 4258.919922
	Iteration 10Q: 3 clusters Score -578420.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -578474.937500 Penalty: 4258.919922
	Iteration 11Q: 3 clusters Score -578474.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -578517.187500 Penalty: 4258.919922
	Iteration 12Q: 3 clusters Score -578517.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -578546.937500 Penalty: 4258.919922
	Iteration 13Q: 3 clusters Score -578546.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -578563.125000 Penalty: 4258.919922
	Iteration 14Q: 3 clusters Score -578563.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -578573.125000 Penalty: 4258.919922
	Iteration 15Q: 3 clusters Score -578573.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -578580.937500 Penalty: 4258.919922
	Iteration 16Q: 3 clusters Score -578580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -578587.625000 Penalty: 4258.919922
	Iteration 17Q: 3 clusters Score -578587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -578588.625000 Penalty: 4258.919922
	Iteration 18Q: 3 clusters Score -578588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -578588.750000 Penalty: 4258.919922
	Iteration 19Q: 3 clusters Score -578588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -578589.312500 Penalty: 4258.919922
	Iteration 20F: 3 clusters Score -578589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -578590.875000 Penalty: 4258.919922
	Iteration 21Q: 3 clusters Score -578590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -578591.687500 Penalty: 4258.919922
	Iteration 22Q: 3 clusters Score -578591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -578592.312500 Penalty: 4258.919922
	Iteration 23Q: 3 clusters Score -578592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -578593.125000 Penalty: 4258.919922
	Iteration 24Q: 3 clusters Score -578593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -578593.875000 Penalty: 4258.919922
	Iteration 25Q: 3 clusters Score -578593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -578596.125000 Penalty: 4258.919922
	Iteration 26Q: 3 clusters Score -578596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -578596.125000 Penalty: 4258.919922
	Iteration 27Q: 3 clusters Score -578596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -578596.125000 Penalty: 4258.919922
	Iteration 28F: 3 clusters Score -578596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46650 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92140 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54014 members 
Mstep: Class 8 contains 241844 members 
Mstep: Class 9 contains 194498 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177425 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39244 members 
Mstep: Class 14 contains 55734 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74197 members 
Mstep: Class 20 contains 25870 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215793 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236510 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976448.000000 Penalty: 106334.703125
Iteration 239Q: 31 clusters Score -1.839764e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 46647 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92142 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54012 members 
Mstep: Class 8 contains 241889 members 
Mstep: Class 9 contains 194486 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177424 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39230 members 
Mstep: Class 14 contains 55733 members 
Mstep: Class 15 contains 83311 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74199 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215787 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236496 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976432.000000 Penalty: 106334.703125
Iteration 240F: 31 clusters Score -1.839764e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46648 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92144 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54009 members 
Mstep: Class 8 contains 241921 members 
Mstep: Class 9 contains 194473 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177419 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39222 members 
Mstep: Class 14 contains 55732 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74206 members 
Mstep: Class 20 contains 25874 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215777 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 236489 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976512.000000 Penalty: 106334.703125
Iteration 241Q: 31 clusters Score -1.839765e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46642 members 
Mstep: Class 4 contains 19295 members 
Mstep: Class 5 contains 92150 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 54006 members 
Mstep: Class 8 contains 241967 members 
Mstep: Class 9 contains 194460 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177406 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39218 members 
Mstep: Class 14 contains 55731 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74218 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215772 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236471 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976640.000000 Penalty: 106334.703125
Iteration 242Q: 31 clusters Score -1.839766e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46641 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92151 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53999 members 
Mstep: Class 8 contains 242010 members 
Mstep: Class 9 contains 194454 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177403 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39205 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74224 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215769 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 236461 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976592.000000 Penalty: 106334.703125
Iteration 243Q: 31 clusters Score -1.839766e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46640 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 92152 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53998 members 
Mstep: Class 8 contains 242050 members 
Mstep: Class 9 contains 194451 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177391 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2265 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74231 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215765 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236449 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976656.000000 Penalty: 106334.703125
Iteration 244Q: 31 clusters Score -1.839767e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46639 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 5 contains 92152 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 242074 members 
Mstep: Class 9 contains 194445 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 177390 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39190 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2262 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74235 members 
Mstep: Class 20 contains 25866 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215774 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236433 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 31 clusters Score -1.839766e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46638 members 
Mstep: Class 4 contains 19291 members 
Mstep: Class 5 contains 92151 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53995 members 
Mstep: Class 8 contains 242102 members 
Mstep: Class 9 contains 194434 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177387 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39188 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74238 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215784 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 236416 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 246Q: 31 clusters Score -1.839765e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46637 members 
Mstep: Class 4 contains 19290 members 
Mstep: Class 5 contains 92148 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53993 members 
Mstep: Class 8 contains 242141 members 
Mstep: Class 9 contains 194424 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177375 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39184 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74244 members 
Mstep: Class 20 contains 25863 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215788 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13340 members 
Mstep: Class 26 contains 236403 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 247Q: 31 clusters Score -1.839767e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46636 members 
Mstep: Class 4 contains 19289 members 
Mstep: Class 5 contains 92153 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53993 members 
Mstep: Class 8 contains 242185 members 
Mstep: Class 9 contains 194413 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177351 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39184 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74249 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215793 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236382 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 248Q: 31 clusters Score -1.839766e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46637 members 
Mstep: Class 4 contains 19289 members 
Mstep: Class 5 contains 92154 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53994 members 
Mstep: Class 8 contains 242224 members 
Mstep: Class 9 contains 194400 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177342 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39184 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74246 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215794 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236371 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 249Q: 31 clusters Score -1.839765e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46637 members 
Mstep: Class 4 contains 19289 members 
Mstep: Class 5 contains 92157 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 242270 members 
Mstep: Class 9 contains 194391 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177325 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39185 members 
Mstep: Class 14 contains 55727 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74246 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215790 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236351 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 250Q: 31 clusters Score -1.839764e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46636 members 
Mstep: Class 4 contains 19288 members 
Mstep: Class 5 contains 92154 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53995 members 
Mstep: Class 8 contains 242311 members 
Mstep: Class 9 contains 194389 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177313 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39184 members 
Mstep: Class 14 contains 55726 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74246 members 
Mstep: Class 20 contains 25859 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215794 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236331 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 251Q: 31 clusters Score -1.839766e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46633 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 92148 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53989 members 
Mstep: Class 8 contains 242357 members 
Mstep: Class 9 contains 194387 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177305 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39184 members 
Mstep: Class 14 contains 55723 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74246 members 
Mstep: Class 20 contains 25860 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215794 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236313 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 252Q: 31 clusters Score -1.839765e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46632 members 
Mstep: Class 4 contains 19286 members 
Mstep: Class 5 contains 92147 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53989 members 
Mstep: Class 8 contains 242396 members 
Mstep: Class 9 contains 194388 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177290 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39183 members 
Mstep: Class 14 contains 55723 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74245 members 
Mstep: Class 20 contains 25859 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215796 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236289 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5360 members 
Entering Unmasked Estep 
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Iteration 253Q: 31 clusters Score -1.839764e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46627 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 92149 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53991 members 
Mstep: Class 8 contains 242433 members 
Mstep: Class 9 contains 194379 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177282 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39181 members 
Mstep: Class 14 contains 55724 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74244 members 
Mstep: Class 20 contains 25860 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215788 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236281 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 254Q: 31 clusters Score -1.839764e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 92150 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53994 members 
Mstep: Class 8 contains 242462 members 
Mstep: Class 9 contains 194373 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177267 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39180 members 
Mstep: Class 14 contains 55724 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74246 members 
Mstep: Class 20 contains 25860 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215787 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13338 members 
Mstep: Class 26 contains 236273 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 255Q: 31 clusters Score -1.839763e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46620 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 92149 members 
Mstep: Class 6 contains 7878 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 242487 members 
Mstep: Class 9 contains 194367 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177259 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39177 members 
Mstep: Class 14 contains 55726 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74249 members 
Mstep: Class 20 contains 25860 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215780 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236270 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 31 clusters Score -1.839763e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 19281 members 
Mstep: Class 5 contains 92152 members 
Mstep: Class 6 contains 7877 members 
Mstep: Class 7 contains 53996 members 
Mstep: Class 8 contains 242510 members 
Mstep: Class 9 contains 194360 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177253 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39175 members 
Mstep: Class 14 contains 55727 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74250 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215778 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236266 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 257Q: 31 clusters Score -1.839764e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92158 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53996 members 
Mstep: Class 8 contains 242525 members 
Mstep: Class 9 contains 194357 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177248 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74255 members 
Mstep: Class 20 contains 25866 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215773 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236254 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 258Q: 31 clusters Score -1.839765e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92160 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 242550 members 
Mstep: Class 9 contains 194355 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177243 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39172 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74256 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215764 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13337 members 
Mstep: Class 26 contains 236242 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 259Q: 31 clusters Score -1.839764e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92161 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 242568 members 
Mstep: Class 9 contains 194354 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177240 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39169 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74257 members 
Mstep: Class 20 contains 25867 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215763 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236229 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 31 clusters Score -1.839764e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92161 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53996 members 
Mstep: Class 8 contains 242594 members 
Mstep: Class 9 contains 194350 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177235 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39168 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74256 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215761 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236221 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 261Q: 31 clusters Score -1.839764e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92160 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53995 members 
Mstep: Class 8 contains 242615 members 
Mstep: Class 9 contains 194347 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177231 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39167 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74256 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215760 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 236212 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 262Q: 31 clusters Score -1.839765e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46612 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92160 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 242626 members 
Mstep: Class 9 contains 194345 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177227 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39166 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74258 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 215764 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236202 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 263Q: 31 clusters Score -1.839765e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46610 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92159 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53998 members 
Mstep: Class 8 contains 242638 members 
Mstep: Class 9 contains 194340 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177227 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39167 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74258 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215768 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236195 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
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Iteration 264Q: 31 clusters Score -1.839764e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46609 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92159 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 54000 members 
Mstep: Class 8 contains 242651 members 
Mstep: Class 9 contains 194341 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177221 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39165 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74257 members 
Mstep: Class 20 contains 25865 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215768 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236188 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976464.000000 Penalty: 106334.703125
Iteration 265Q: 31 clusters Score -1.839765e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46610 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92158 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 54002 members 
Mstep: Class 8 contains 242672 members 
Mstep: Class 9 contains 194336 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177219 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39161 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83306 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74262 members 
Mstep: Class 20 contains 25863 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215761 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 236180 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976528.000000 Penalty: 106334.703125
Iteration 266Q: 31 clusters Score -1.839765e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46610 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92157 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53999 members 
Mstep: Class 8 contains 242696 members 
Mstep: Class 9 contains 194332 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177214 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39159 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74265 members 
Mstep: Class 20 contains 25862 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215756 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 236173 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976688.000000 Penalty: 106334.703125
Iteration 267Q: 31 clusters Score -1.839767e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46611 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92155 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 54000 members 
Mstep: Class 8 contains 242719 members 
Mstep: Class 9 contains 194333 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177209 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39155 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74268 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215746 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 236167 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976768.000000 Penalty: 106334.703125
Iteration 268Q: 31 clusters Score -1.839768e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46611 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92157 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 54000 members 
Mstep: Class 8 contains 242744 members 
Mstep: Class 9 contains 194331 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 177209 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39150 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74273 members 
Mstep: Class 20 contains 25859 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215737 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 236155 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976736.000000 Penalty: 106334.703125
Iteration 269Q: 31 clusters Score -1.839767e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46611 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92157 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 54000 members 
Mstep: Class 8 contains 242767 members 
Mstep: Class 9 contains 194330 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177206 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39146 members 
Mstep: Class 14 contains 55727 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74278 members 
Mstep: Class 20 contains 25857 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215734 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 236142 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976672.000000 Penalty: 106334.703125
Iteration 270Q: 31 clusters Score -1.839767e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46610 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92157 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53999 members 
Mstep: Class 8 contains 242796 members 
Mstep: Class 9 contains 194325 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177196 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39143 members 
Mstep: Class 14 contains 55727 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74278 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215731 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 236139 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976816.000000 Penalty: 106334.703125
Iteration 271Q: 31 clusters Score -1.839768e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92157 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53996 members 
Mstep: Class 8 contains 242825 members 
Mstep: Class 9 contains 194321 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177191 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39142 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215725 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 236133 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976640.000000 Penalty: 106334.703125
Iteration 272Q: 31 clusters Score -1.839766e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92159 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53995 members 
Mstep: Class 8 contains 242847 members 
Mstep: Class 9 contains 194318 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177181 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39143 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 25852 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215719 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 236131 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976752.000000 Penalty: 106334.703125
Iteration 273Q: 31 clusters Score -1.839768e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92164 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53995 members 
Mstep: Class 8 contains 242865 members 
Mstep: Class 9 contains 194314 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177176 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39141 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215713 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 236125 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976768.000000 Penalty: 106334.703125
Iteration 274Q: 31 clusters Score -1.839768e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92167 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53993 members 
Mstep: Class 8 contains 242887 members 
Mstep: Class 9 contains 194309 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177169 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39138 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83308 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74278 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215708 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 236121 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976800.000000 Penalty: 106334.703125
Iteration 275Q: 31 clusters Score -1.839768e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46606 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92169 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53992 members 
Mstep: Class 8 contains 242909 members 
Mstep: Class 9 contains 194306 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177157 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39134 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74279 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215709 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 236116 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976720.000000 Penalty: 106334.703125
Iteration 276Q: 31 clusters Score -1.839767e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92177 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53992 members 
Mstep: Class 8 contains 242932 members 
Mstep: Class 9 contains 194300 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177138 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39134 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74281 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215710 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 236109 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976736.000000 Penalty: 106334.703125
Iteration 277Q: 31 clusters Score -1.839767e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92183 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53990 members 
Mstep: Class 8 contains 242957 members 
Mstep: Class 9 contains 194292 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177123 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39132 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74280 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215714 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 236101 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976736.000000 Penalty: 106334.703125
Iteration 278Q: 31 clusters Score -1.839767e+08 nChanged 58
Entering ConstructFrom: 
Score: -183976736.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -455959.312500 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -455959.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -452075.937500 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -452075.9 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -452956.062500 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -452956.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -453184.250000 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -453184.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -453381.218750 Penalty: 4116.938965
	Iteration 3F: 3 clusters Score -453381.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -453577.281250 Penalty: 4116.938965
	Iteration 4F: 3 clusters Score -453577.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -453804.812500 Penalty: 4116.938965
	Iteration 5F: 3 clusters Score -453804.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -454085.531250 Penalty: 4116.938965
	Iteration 6F: 3 clusters Score -454085.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -454398.781250 Penalty: 4116.938965
	Iteration 7F: 3 clusters Score -454398.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -454861.500000 Penalty: 4116.938965
	Iteration 8F: 3 clusters Score -454861.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -455391.156250 Penalty: 4116.938965
	Iteration 9F: 3 clusters Score -455391.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -455832.875000 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -455832.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -456099.031250 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -456099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -456170.593750 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -456170.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -456186.312500 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -456186.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456191.750000 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -456191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -456193.468750 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -456193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456195.468750 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -456195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -456196.656250 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -456196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -456200.937500 Penalty: 4116.938965
	Iteration 18Q: 3 clusters Score -456200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -456202.000000 Penalty: 4116.938965
	Iteration 19Q: 3 clusters Score -456202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -456203.218750 Penalty: 4116.938965
	Iteration 20F: 3 clusters Score -456203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -456204.593750 Penalty: 4116.938965
	Iteration 21Q: 3 clusters Score -456204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -456204.593750 Penalty: 4116.938965
	Iteration 22F: 3 clusters Score -456204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92191 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53989 members 
Mstep: Class 8 contains 242982 members 
Mstep: Class 9 contains 194286 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177114 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39129 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74283 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215714 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 236087 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 2006 members 
Entering Unmasked Estep 
Score: -183975520.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183976736.000000 to -183975520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -211546.156250 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -211546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -208979.093750 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -208979.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209460.625000 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -209460.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -209672.984375 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -209673 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -209800.765625 Penalty: 3762.299316
	Iteration 3F: 3 clusters Score -209800.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -209896.125000 Penalty: 3762.299316
	Iteration 4Q: 3 clusters Score -209896.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209958.843750 Penalty: 3762.299316
	Iteration 5Q: 3 clusters Score -209958.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210022.140625 Penalty: 3762.299316
	Iteration 6Q: 3 clusters Score -210022.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -210081.765625 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -210081.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -210131.406250 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -210131.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -210170.406250 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -210170.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -210211.671875 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -210211.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -210254.000000 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -210254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -210284.203125 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -210284.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -210307.593750 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -210307.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -210324.265625 Penalty: 3762.299316
	Iteration 14Q: 3 clusters Score -210324.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -210342.265625 Penalty: 3762.299316
	Iteration 15Q: 3 clusters Score -210342.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -210357.093750 Penalty: 3762.299316
	Iteration 16Q: 3 clusters Score -210357.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -210372.406250 Penalty: 3762.299316
	Iteration 17Q: 3 clusters Score -210372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -210388.218750 Penalty: 3762.299316
	Iteration 18Q: 3 clusters Score -210388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -210402.281250 Penalty: 3762.299316
	Iteration 19Q: 3 clusters Score -210402.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -210410.515625 Penalty: 3762.299316
	Iteration 20F: 3 clusters Score -210410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -210417.406250 Penalty: 3762.299316
	Iteration 21Q: 3 clusters Score -210417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -210425.984375 Penalty: 3762.299316
	Iteration 22Q: 3 clusters Score -210426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -210430.953125 Penalty: 3762.299316
	Iteration 23Q: 3 clusters Score -210431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -210435.234375 Penalty: 3762.299316
	Iteration 24Q: 3 clusters Score -210435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -210441.250000 Penalty: 3762.299316
	Iteration 25Q: 3 clusters Score -210441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -210445.656250 Penalty: 3762.299316
	Iteration 26Q: 3 clusters Score -210445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -210451.890625 Penalty: 3762.299316
	Iteration 27Q: 3 clusters Score -210451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -210455.046875 Penalty: 3762.299316
	Iteration 28Q: 3 clusters Score -210455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -210456.343750 Penalty: 3762.299316
	Iteration 29Q: 3 clusters Score -210456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -210457.781250 Penalty: 3762.299316
	Iteration 30Q: 3 clusters Score -210457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -210462.625000 Penalty: 3762.299316
	Iteration 31Q: 3 clusters Score -210462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -210466.671875 Penalty: 3762.299316
	Iteration 32Q: 3 clusters Score -210466.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -210471.046875 Penalty: 3762.299316
	Iteration 33Q: 3 clusters Score -210471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -210471.718750 Penalty: 3762.299316
	Iteration 34Q: 3 clusters Score -210471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -210471.718750 Penalty: 3762.299316
	Iteration 35F: 3 clusters Score -210471.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Entering Unmasked Estep 
Score: -5491392.500000 Penalty: 2665.861572
	Iteration 0F: 2 clusters Score -5491392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5460014.500000 Penalty: 5331.723145
	Iteration 0F: 3 clusters Score -5460014 nChanged 21338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5471578.500000 Penalty: 5331.723145
	Iteration 1F: 3 clusters Score -5471578 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -5472292.500000 Penalty: 5331.723145
	Iteration 2Q: 3 clusters Score -5472292 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5473104.000000 Penalty: 5331.723145
	Iteration 3Q: 3 clusters Score -5473104 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5474284.000000 Penalty: 5331.723145
	Iteration 4Q: 3 clusters Score -5474284 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5476204.000000 Penalty: 5331.723145
	Iteration 5F: 3 clusters Score -5476204 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5479212.500000 Penalty: 5331.723145
	Iteration 6F: 3 clusters Score -5479212 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -5482767.500000 Penalty: 5331.723145
	Iteration 7F: 3 clusters Score -5482768 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5485691.000000 Penalty: 5331.723145
	Iteration 8F: 3 clusters Score -5485691 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5487416.000000 Penalty: 5331.723145
	Iteration 9F: 3 clusters Score -5487416 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -5488306.500000 Penalty: 5331.723145
	Iteration 10Q: 3 clusters Score -5488306 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5488773.000000 Penalty: 5331.723145
	Iteration 11Q: 3 clusters Score -5488773 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5489126.500000 Penalty: 5331.723145
	Iteration 12Q: 3 clusters Score -5489126 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5489330.500000 Penalty: 5331.723145
	Iteration 13Q: 3 clusters Score -5489330 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5489525.000000 Penalty: 5331.723145
	Iteration 14Q: 3 clusters Score -5489525 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5489680.000000 Penalty: 5331.723145
	Iteration 15Q: 3 clusters Score -5489680 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5489857.000000 Penalty: 5331.723145
	Iteration 16Q: 3 clusters Score -5489857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5489997.500000 Penalty: 5331.723145
	Iteration 17Q: 3 clusters Score -5489998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5490080.000000 Penalty: 5331.723145
	Iteration 18Q: 3 clusters Score -5490080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5490131.000000 Penalty: 5331.723145
	Iteration 19Q: 3 clusters Score -5490131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5490185.500000 Penalty: 5331.723145
	Iteration 20F: 3 clusters Score -5490186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5490231.000000 Penalty: 5331.723145
	Iteration 21Q: 3 clusters Score -5490231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5490249.000000 Penalty: 5331.723145
	Iteration 22Q: 3 clusters Score -5490249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5490258.000000 Penalty: 5331.723145
	Iteration 23Q: 3 clusters Score -5490258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5490269.000000 Penalty: 5331.723145
	Iteration 24Q: 3 clusters Score -5490269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5490274.000000 Penalty: 5331.723145
	Iteration 25Q: 3 clusters Score -5490274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5490275.000000 Penalty: 5331.723145
	Iteration 26Q: 3 clusters Score -5490275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5490284.500000 Penalty: 5331.723145
	Iteration 27Q: 3 clusters Score -5490284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5490284.000000 Penalty: 5331.723145
	Iteration 28Q: 3 clusters Score -5490284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5490283.500000 Penalty: 5331.723145
	Iteration 29Q: 3 clusters Score -5490284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5490280.500000 Penalty: 5331.723145
	Iteration 30Q: 3 clusters Score -5490280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5490282.500000 Penalty: 5331.723145
	Iteration 31Q: 3 clusters Score -5490282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5490282.500000 Penalty: 5331.723145
	Iteration 32F: 3 clusters Score -5490282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Entering Unmasked Estep 
Score: -2239795.250000 Penalty: 2446.920898
	Iteration 0F: 2 clusters Score -2239795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2226207.750000 Penalty: 4893.841797
	Iteration 0F: 3 clusters Score -2226208 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2230664.750000 Penalty: 4893.841797
	Iteration 1F: 3 clusters Score -2230665 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2231173.500000 Penalty: 4893.841797
	Iteration 2F: 3 clusters Score -2231174 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2231727.250000 Penalty: 4893.841797
	Iteration 3F: 3 clusters Score -2231727 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2232349.750000 Penalty: 4893.841797
	Iteration 4F: 3 clusters Score -2232350 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2233054.750000 Penalty: 4893.841797
	Iteration 5F: 3 clusters Score -2233055 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2233849.000000 Penalty: 4893.841797
	Iteration 6F: 3 clusters Score -2233849 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2234646.500000 Penalty: 4893.841797
	Iteration 7F: 3 clusters Score -2234646 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2235366.250000 Penalty: 4893.841797
	Iteration 8F: 3 clusters Score -2235366 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2235958.500000 Penalty: 4893.841797
	Iteration 9Q: 3 clusters Score -2235958 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2236429.000000 Penalty: 4893.841797
	Iteration 10Q: 3 clusters Score -2236429 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2236828.750000 Penalty: 4893.841797
	Iteration 11Q: 3 clusters Score -2236829 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2237167.500000 Penalty: 4893.841797
	Iteration 12Q: 3 clusters Score -2237168 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2237438.500000 Penalty: 4893.841797
	Iteration 13Q: 3 clusters Score -2237438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2237636.000000 Penalty: 4893.841797
	Iteration 14Q: 3 clusters Score -2237636 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2237762.500000 Penalty: 4893.841797
	Iteration 15Q: 3 clusters Score -2237762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2237868.500000 Penalty: 4893.841797
	Iteration 16Q: 3 clusters Score -2237868 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2237928.750000 Penalty: 4893.841797
	Iteration 17Q: 3 clusters Score -2237929 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2237983.000000 Penalty: 4893.841797
	Iteration 18Q: 3 clusters Score -2237983 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2238020.500000 Penalty: 4893.841797
	Iteration 19Q: 3 clusters Score -2238020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2238063.250000 Penalty: 4893.841797
	Iteration 20F: 3 clusters Score -2238063 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2238102.750000 Penalty: 4893.841797
	Iteration 21Q: 3 clusters Score -2238103 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2238133.250000 Penalty: 4893.841797
	Iteration 22Q: 3 clusters Score -2238133 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2238166.000000 Penalty: 4893.841797
	Iteration 23Q: 3 clusters Score -2238166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2238191.500000 Penalty: 4893.841797
	Iteration 24Q: 3 clusters Score -2238192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2238219.500000 Penalty: 4893.841797
	Iteration 25Q: 3 clusters Score -2238220 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2238249.500000 Penalty: 4893.841797
	Iteration 26Q: 3 clusters Score -2238250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2238282.250000 Penalty: 4893.841797
	Iteration 27Q: 3 clusters Score -2238282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2238319.000000 Penalty: 4893.841797
	Iteration 28Q: 3 clusters Score -2238319 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2238361.000000 Penalty: 4893.841797
	Iteration 29Q: 3 clusters Score -2238361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2238387.500000 Penalty: 4893.841797
	Iteration 30Q: 3 clusters Score -2238388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2238406.750000 Penalty: 4893.841797
	Iteration 31Q: 3 clusters Score -2238407 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2238428.500000 Penalty: 4893.841797
	Iteration 32Q: 3 clusters Score -2238428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2238445.000000 Penalty: 4893.841797
	Iteration 33Q: 3 clusters Score -2238445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2238463.250000 Penalty: 4893.841797
	Iteration 34Q: 3 clusters Score -2238463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2238491.250000 Penalty: 4893.841797
	Iteration 35Q: 3 clusters Score -2238491 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2238503.250000 Penalty: 4893.841797
	Iteration 36Q: 3 clusters Score -2238503 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2238515.750000 Penalty: 4893.841797
	Iteration 37Q: 3 clusters Score -2238516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2238519.500000 Penalty: 4893.841797
	Iteration 38Q: 3 clusters Score -2238520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2238526.250000 Penalty: 4893.841797
	Iteration 39Q: 3 clusters Score -2238526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2238541.500000 Penalty: 4893.841797
	Iteration 40F: 3 clusters Score -2238542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2238547.000000 Penalty: 4893.841797
	Iteration 41Q: 3 clusters Score -2238547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2238568.000000 Penalty: 4893.841797
	Iteration 42Q: 3 clusters Score -2238568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2238568.000000 Penalty: 4893.841797
	Iteration 43Q: 3 clusters Score -2238568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2238584.750000 Penalty: 4893.841797
	Iteration 44Q: 3 clusters Score -2238585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2238590.750000 Penalty: 4893.841797
	Iteration 45Q: 3 clusters Score -2238591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2238598.750000 Penalty: 4893.841797
	Iteration 46Q: 3 clusters Score -2238599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2238606.500000 Penalty: 4893.841797
	Iteration 47Q: 3 clusters Score -2238606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2238624.500000 Penalty: 4893.841797
	Iteration 48Q: 3 clusters Score -2238624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2238632.750000 Penalty: 4893.841797
	Iteration 49Q: 3 clusters Score -2238633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2238649.500000 Penalty: 4893.841797
	Iteration 50Q: 3 clusters Score -2238650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2238659.000000 Penalty: 4893.841797
	Iteration 51Q: 3 clusters Score -2238659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2238666.750000 Penalty: 4893.841797
	Iteration 52Q: 3 clusters Score -2238667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2238673.500000 Penalty: 4893.841797
	Iteration 53Q: 3 clusters Score -2238674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2238688.000000 Penalty: 4893.841797
	Iteration 54Q: 3 clusters Score -2238688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2238696.250000 Penalty: 4893.841797
	Iteration 55Q: 3 clusters Score -2238696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2238701.750000 Penalty: 4893.841797
	Iteration 56Q: 3 clusters Score -2238702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2238711.500000 Penalty: 4893.841797
	Iteration 57Q: 3 clusters Score -2238712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2238723.500000 Penalty: 4893.841797
	Iteration 58Q: 3 clusters Score -2238724 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2238735.250000 Penalty: 4893.841797
	Iteration 59Q: 3 clusters Score -2238735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2238736.750000 Penalty: 4893.841797
	Iteration 60F: 3 clusters Score -2238737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2238750.500000 Penalty: 4893.841797
	Iteration 61Q: 3 clusters Score -2238750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2238761.500000 Penalty: 4893.841797
	Iteration 62Q: 3 clusters Score -2238762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2238771.500000 Penalty: 4893.841797
	Iteration 63Q: 3 clusters Score -2238772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2238779.750000 Penalty: 4893.841797
	Iteration 64Q: 3 clusters Score -2238780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2238797.000000 Penalty: 4893.841797
	Iteration 65Q: 3 clusters Score -2238797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2238811.000000 Penalty: 4893.841797
	Iteration 66Q: 3 clusters Score -2238811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2238812.500000 Penalty: 4893.841797
	Iteration 67Q: 3 clusters Score -2238812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2238835.250000 Penalty: 4893.841797
	Iteration 68Q: 3 clusters Score -2238835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2238852.250000 Penalty: 4893.841797
	Iteration 69Q: 3 clusters Score -2238852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2238866.000000 Penalty: 4893.841797
	Iteration 70Q: 3 clusters Score -2238866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2238877.500000 Penalty: 4893.841797
	Iteration 71Q: 3 clusters Score -2238878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2238893.500000 Penalty: 4893.841797
	Iteration 72Q: 3 clusters Score -2238894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2238908.750000 Penalty: 4893.841797
	Iteration 73Q: 3 clusters Score -2238909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2238919.500000 Penalty: 4893.841797
	Iteration 74Q: 3 clusters Score -2238920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2238933.500000 Penalty: 4893.841797
	Iteration 75Q: 3 clusters Score -2238934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2238952.250000 Penalty: 4893.841797
	Iteration 76Q: 3 clusters Score -2238952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2238969.250000 Penalty: 4893.841797
	Iteration 77Q: 3 clusters Score -2238969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2238989.500000 Penalty: 4893.841797
	Iteration 78Q: 3 clusters Score -2238990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2239012.500000 Penalty: 4893.841797
	Iteration 79Q: 3 clusters Score -2239012 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2239027.750000 Penalty: 4893.841797
	Iteration 80F: 3 clusters Score -2239028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2239052.500000 Penalty: 4893.841797
	Iteration 81Q: 3 clusters Score -2239052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2239067.750000 Penalty: 4893.841797
	Iteration 82Q: 3 clusters Score -2239068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2239088.250000 Penalty: 4893.841797
	Iteration 83Q: 3 clusters Score -2239088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2239102.500000 Penalty: 4893.841797
	Iteration 84Q: 3 clusters Score -2239102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2239118.500000 Penalty: 4893.841797
	Iteration 85Q: 3 clusters Score -2239118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2239132.250000 Penalty: 4893.841797
	Iteration 86Q: 3 clusters Score -2239132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2239137.750000 Penalty: 4893.841797
	Iteration 87Q: 3 clusters Score -2239138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2239147.000000 Penalty: 4893.841797
	Iteration 88Q: 3 clusters Score -2239147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2239164.250000 Penalty: 4893.841797
	Iteration 89Q: 3 clusters Score -2239164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2239166.750000 Penalty: 4893.841797
	Iteration 90Q: 3 clusters Score -2239167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2239179.500000 Penalty: 4893.841797
	Iteration 91Q: 3 clusters Score -2239180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2239183.500000 Penalty: 4893.841797
	Iteration 92Q: 3 clusters Score -2239184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2239196.500000 Penalty: 4893.841797
	Iteration 93Q: 3 clusters Score -2239196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2239206.500000 Penalty: 4893.841797
	Iteration 94Q: 3 clusters Score -2239206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2239221.000000 Penalty: 4893.841797
	Iteration 95Q: 3 clusters Score -2239221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2239237.250000 Penalty: 4893.841797
	Iteration 96Q: 3 clusters Score -2239237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2239242.500000 Penalty: 4893.841797
	Iteration 97Q: 3 clusters Score -2239242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2239252.250000 Penalty: 4893.841797
	Iteration 98Q: 3 clusters Score -2239252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2239264.000000 Penalty: 4893.841797
	Iteration 99Q: 3 clusters Score -2239264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2239262.250000 Penalty: 4893.841797
	Iteration 100F: 3 clusters Score -2239262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2239275.500000 Penalty: 4893.841797
	Iteration 101Q: 3 clusters Score -2239276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2239279.500000 Penalty: 4893.841797
	Iteration 102Q: 3 clusters Score -2239280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2239282.250000 Penalty: 4893.841797
	Iteration 103Q: 3 clusters Score -2239282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2239289.750000 Penalty: 4893.841797
	Iteration 104Q: 3 clusters Score -2239290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2239297.750000 Penalty: 4893.841797
	Iteration 105Q: 3 clusters Score -2239298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2239312.500000 Penalty: 4893.841797
	Iteration 106Q: 3 clusters Score -2239312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2239323.500000 Penalty: 4893.841797
	Iteration 107Q: 3 clusters Score -2239324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2239333.500000 Penalty: 4893.841797
	Iteration 108Q: 3 clusters Score -2239334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2239334.500000 Penalty: 4893.841797
	Iteration 109Q: 3 clusters Score -2239334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2239333.750000 Penalty: 4893.841797
	Iteration 110Q: 3 clusters Score -2239334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2239336.750000 Penalty: 4893.841797
	Iteration 111Q: 3 clusters Score -2239337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2239340.750000 Penalty: 4893.841797
	Iteration 112Q: 3 clusters Score -2239341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2239349.000000 Penalty: 4893.841797
	Iteration 113Q: 3 clusters Score -2239349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2239348.000000 Penalty: 4893.841797
	Iteration 114Q: 3 clusters Score -2239348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2239356.500000 Penalty: 4893.841797
	Iteration 115Q: 3 clusters Score -2239356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2239353.750000 Penalty: 4893.841797
	Iteration 116Q: 3 clusters Score -2239354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2239353.500000 Penalty: 4893.841797
	Iteration 117Q: 3 clusters Score -2239354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2239362.000000 Penalty: 4893.841797
	Iteration 118Q: 3 clusters Score -2239362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2239362.500000 Penalty: 4893.841797
	Iteration 119Q: 3 clusters Score -2239362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2239365.500000 Penalty: 4893.841797
	Iteration 120F: 3 clusters Score -2239366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2239367.750000 Penalty: 4893.841797
	Iteration 121Q: 3 clusters Score -2239368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2239368.500000 Penalty: 4893.841797
	Iteration 122Q: 3 clusters Score -2239368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2239367.000000 Penalty: 4893.841797
	Iteration 123Q: 3 clusters Score -2239367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2239369.000000 Penalty: 4893.841797
	Iteration 124Q: 3 clusters Score -2239369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2239369.500000 Penalty: 4893.841797
	Iteration 125Q: 3 clusters Score -2239370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2239374.250000 Penalty: 4893.841797
	Iteration 126Q: 3 clusters Score -2239374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2239373.250000 Penalty: 4893.841797
	Iteration 127Q: 3 clusters Score -2239373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2239371.250000 Penalty: 4893.841797
	Iteration 128Q: 3 clusters Score -2239371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2239375.500000 Penalty: 4893.841797
	Iteration 129Q: 3 clusters Score -2239376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2239380.250000 Penalty: 4893.841797
	Iteration 130Q: 3 clusters Score -2239380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2239381.000000 Penalty: 4893.841797
	Iteration 131Q: 3 clusters Score -2239381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2239383.000000 Penalty: 4893.841797
	Iteration 132Q: 3 clusters Score -2239383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2239383.250000 Penalty: 4893.841797
	Iteration 133Q: 3 clusters Score -2239383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2239385.250000 Penalty: 4893.841797
	Iteration 134Q: 3 clusters Score -2239385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2239382.750000 Penalty: 4893.841797
	Iteration 135Q: 3 clusters Score -2239383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2239383.750000 Penalty: 4893.841797
	Iteration 136Q: 3 clusters Score -2239384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2239383.750000 Penalty: 4893.841797
	Iteration 137Q: 3 clusters Score -2239384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2239385.750000 Penalty: 4893.841797
	Iteration 138Q: 3 clusters Score -2239386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2239389.000000 Penalty: 4893.841797
	Iteration 139Q: 3 clusters Score -2239389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2239391.500000 Penalty: 4893.841797
	Iteration 140F: 3 clusters Score -2239392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2239389.750000 Penalty: 4893.841797
	Iteration 141Q: 3 clusters Score -2239390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2239388.500000 Penalty: 4893.841797
	Iteration 142Q: 3 clusters Score -2239388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2239396.250000 Penalty: 4893.841797
	Iteration 143Q: 3 clusters Score -2239396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2239399.000000 Penalty: 4893.841797
	Iteration 144Q: 3 clusters Score -2239399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2239400.000000 Penalty: 4893.841797
	Iteration 145Q: 3 clusters Score -2239400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2239402.250000 Penalty: 4893.841797
	Iteration 146Q: 3 clusters Score -2239402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2239405.000000 Penalty: 4893.841797
	Iteration 147Q: 3 clusters Score -2239405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2239411.000000 Penalty: 4893.841797
	Iteration 148Q: 3 clusters Score -2239411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2239414.250000 Penalty: 4893.841797
	Iteration 149Q: 3 clusters Score -2239414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2239413.750000 Penalty: 4893.841797
	Iteration 150Q: 3 clusters Score -2239414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2239417.750000 Penalty: 4893.841797
	Iteration 151Q: 3 clusters Score -2239418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2239423.750000 Penalty: 4893.841797
	Iteration 152Q: 3 clusters Score -2239424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2239428.250000 Penalty: 4893.841797
	Iteration 153Q: 3 clusters Score -2239428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2239427.250000 Penalty: 4893.841797
	Iteration 154Q: 3 clusters Score -2239427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2239423.250000 Penalty: 4893.841797
	Iteration 155Q: 3 clusters Score -2239423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2239426.500000 Penalty: 4893.841797
	Iteration 156Q: 3 clusters Score -2239426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2239426.000000 Penalty: 4893.841797
	Iteration 157Q: 3 clusters Score -2239426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2239421.250000 Penalty: 4893.841797
	Iteration 158Q: 3 clusters Score -2239421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2239424.500000 Penalty: 4893.841797
	Iteration 159Q: 3 clusters Score -2239424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2239426.500000 Penalty: 4893.841797
	Iteration 160F: 3 clusters Score -2239426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2239430.000000 Penalty: 4893.841797
	Iteration 161Q: 3 clusters Score -2239430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2239425.750000 Penalty: 4893.841797
	Iteration 162Q: 3 clusters Score -2239426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2239429.500000 Penalty: 4893.841797
	Iteration 163Q: 3 clusters Score -2239430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2239430.500000 Penalty: 4893.841797
	Iteration 164Q: 3 clusters Score -2239430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2239431.500000 Penalty: 4893.841797
	Iteration 165Q: 3 clusters Score -2239432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2239433.250000 Penalty: 4893.841797
	Iteration 166Q: 3 clusters Score -2239433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2239431.000000 Penalty: 4893.841797
	Iteration 167Q: 3 clusters Score -2239431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2239432.750000 Penalty: 4893.841797
	Iteration 168Q: 3 clusters Score -2239433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2239433.000000 Penalty: 4893.841797
	Iteration 169Q: 3 clusters Score -2239433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2239432.750000 Penalty: 4893.841797
	Iteration 170Q: 3 clusters Score -2239433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2239431.500000 Penalty: 4893.841797
	Iteration 171Q: 3 clusters Score -2239432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2239431.500000 Penalty: 4893.841797
	Iteration 172Q: 3 clusters Score -2239432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2239431.500000 Penalty: 4893.841797
	Iteration 173F: 3 clusters Score -2239432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Entering Unmasked Estep 
Score: -10912153.000000 Penalty: 2835.041260
	Iteration 0F: 2 clusters Score -1.091215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -10850480.000000 Penalty: 5670.082520
	Iteration 0F: 3 clusters Score -1.085048e+07 nChanged 43567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -10875640.000000 Penalty: 5670.082520
	Iteration 1F: 3 clusters Score -1.087564e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -10876529.000000 Penalty: 5670.082520
	Iteration 2Q: 3 clusters Score -1.087653e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -10877616.000000 Penalty: 5670.082520
	Iteration 3Q: 3 clusters Score -1.087762e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -10879190.000000 Penalty: 5670.082520
	Iteration 4Q: 3 clusters Score -1.087919e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -10881177.000000 Penalty: 5670.082520
	Iteration 5Q: 3 clusters Score -1.088118e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -10883979.000000 Penalty: 5670.082520
	Iteration 6F: 3 clusters Score -1.088398e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -10887515.000000 Penalty: 5670.082520
	Iteration 7F: 3 clusters Score -1.088752e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -10891677.000000 Penalty: 5670.082520
	Iteration 8F: 3 clusters Score -1.089168e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10895420.000000 Penalty: 5670.082520
	Iteration 9F: 3 clusters Score -1.089542e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -10897717.000000 Penalty: 5670.082520
	Iteration 10F: 3 clusters Score -1.089772e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -10898691.000000 Penalty: 5670.082520
	Iteration 11Q: 3 clusters Score -1.089869e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -10899135.000000 Penalty: 5670.082520
	Iteration 12Q: 3 clusters Score -1.089914e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -10899498.000000 Penalty: 5670.082520
	Iteration 13Q: 3 clusters Score -1.08995e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -10899836.000000 Penalty: 5670.082520
	Iteration 14Q: 3 clusters Score -1.089984e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -10900143.000000 Penalty: 5670.082520
	Iteration 15Q: 3 clusters Score -1.090014e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -10900437.000000 Penalty: 5670.082520
	Iteration 16Q: 3 clusters Score -1.090044e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -10900628.000000 Penalty: 5670.082520
	Iteration 17Q: 3 clusters Score -1.090063e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -10900815.000000 Penalty: 5670.082520
	Iteration 18Q: 3 clusters Score -1.090082e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -10901013.000000 Penalty: 5670.082520
	Iteration 19Q: 3 clusters Score -1.090101e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -10901310.000000 Penalty: 5670.082520
	Iteration 20F: 3 clusters Score -1.090131e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -10901581.000000 Penalty: 5670.082520
	Iteration 21Q: 3 clusters Score -1.090158e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -10901750.000000 Penalty: 5670.082520
	Iteration 22Q: 3 clusters Score -1.090175e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -10901975.000000 Penalty: 5670.082520
	Iteration 23Q: 3 clusters Score -1.090198e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -10902220.000000 Penalty: 5670.082520
	Iteration 24Q: 3 clusters Score -1.090222e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -10902563.000000 Penalty: 5670.082520
	Iteration 25Q: 3 clusters Score -1.090256e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -10902844.000000 Penalty: 5670.082520
	Iteration 26Q: 3 clusters Score -1.090284e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -10903213.000000 Penalty: 5670.082520
	Iteration 27Q: 3 clusters Score -1.090321e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -10903618.000000 Penalty: 5670.082520
	Iteration 28Q: 3 clusters Score -1.090362e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -10903920.000000 Penalty: 5670.082520
	Iteration 29Q: 3 clusters Score -1.090392e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -10904231.000000 Penalty: 5670.082520
	Iteration 30Q: 3 clusters Score -1.090423e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -10904553.000000 Penalty: 5670.082520
	Iteration 31Q: 3 clusters Score -1.090455e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -10904899.000000 Penalty: 5670.082520
	Iteration 32Q: 3 clusters Score -1.09049e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -10905225.000000 Penalty: 5670.082520
	Iteration 33Q: 3 clusters Score -1.090522e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -10905552.000000 Penalty: 5670.082520
	Iteration 34Q: 3 clusters Score -1.090555e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -10905923.000000 Penalty: 5670.082520
	Iteration 35Q: 3 clusters Score -1.090592e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -10906273.000000 Penalty: 5670.082520
	Iteration 36Q: 3 clusters Score -1.090627e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -10906608.000000 Penalty: 5670.082520
	Iteration 37Q: 3 clusters Score -1.090661e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -10906833.000000 Penalty: 5670.082520
	Iteration 38Q: 3 clusters Score -1.090683e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -10907115.000000 Penalty: 5670.082520
	Iteration 39Q: 3 clusters Score -1.090712e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -10907401.000000 Penalty: 5670.082520
	Iteration 40F: 3 clusters Score -1.09074e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -10907629.000000 Penalty: 5670.082520
	Iteration 41Q: 3 clusters Score -1.090763e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -10907895.000000 Penalty: 5670.082520
	Iteration 42Q: 3 clusters Score -1.09079e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -10908096.000000 Penalty: 5670.082520
	Iteration 43Q: 3 clusters Score -1.09081e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -10908282.000000 Penalty: 5670.082520
	Iteration 44Q: 3 clusters Score -1.090828e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -10908436.000000 Penalty: 5670.082520
	Iteration 45Q: 3 clusters Score -1.090844e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -10908611.000000 Penalty: 5670.082520
	Iteration 46Q: 3 clusters Score -1.090861e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -10908745.000000 Penalty: 5670.082520
	Iteration 47Q: 3 clusters Score -1.090874e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -10908873.000000 Penalty: 5670.082520
	Iteration 48Q: 3 clusters Score -1.090887e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -10909063.000000 Penalty: 5670.082520
	Iteration 49Q: 3 clusters Score -1.090906e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -10909262.000000 Penalty: 5670.082520
	Iteration 50Q: 3 clusters Score -1.090926e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -10909364.000000 Penalty: 5670.082520
	Iteration 51Q: 3 clusters Score -1.090936e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -10909469.000000 Penalty: 5670.082520
	Iteration 52Q: 3 clusters Score -1.090947e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -10909536.000000 Penalty: 5670.082520
	Iteration 53Q: 3 clusters Score -1.090954e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -10909575.000000 Penalty: 5670.082520
	Iteration 54Q: 3 clusters Score -1.090958e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -10909650.000000 Penalty: 5670.082520
	Iteration 55Q: 3 clusters Score -1.090965e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10909735.000000 Penalty: 5670.082520
	Iteration 56Q: 3 clusters Score -1.090974e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -10909725.000000 Penalty: 5670.082520
	Iteration 57Q: 3 clusters Score -1.090972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -10909757.000000 Penalty: 5670.082520
	Iteration 58Q: 3 clusters Score -1.090976e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10909770.000000 Penalty: 5670.082520
	Iteration 59Q: 3 clusters Score -1.090977e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -10909844.000000 Penalty: 5670.082520
	Iteration 60F: 3 clusters Score -1.090984e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -10909865.000000 Penalty: 5670.082520
	Iteration 61Q: 3 clusters Score -1.090986e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -10909912.000000 Penalty: 5670.082520
	Iteration 62Q: 3 clusters Score -1.090991e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10909923.000000 Penalty: 5670.082520
	Iteration 63Q: 3 clusters Score -1.090992e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -10909965.000000 Penalty: 5670.082520
	Iteration 64Q: 3 clusters Score -1.090996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -10909958.000000 Penalty: 5670.082520
	Iteration 65Q: 3 clusters Score -1.090996e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10909973.000000 Penalty: 5670.082520
	Iteration 66Q: 3 clusters Score -1.090997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10909960.000000 Penalty: 5670.082520
	Iteration 67Q: 3 clusters Score -1.090996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10909964.000000 Penalty: 5670.082520
	Iteration 68Q: 3 clusters Score -1.090996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -10909975.000000 Penalty: 5670.082520
	Iteration 69Q: 3 clusters Score -1.090998e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -10909994.000000 Penalty: 5670.082520
	Iteration 70Q: 3 clusters Score -1.090999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10909999.000000 Penalty: 5670.082520
	Iteration 71Q: 3 clusters Score -1.091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10909991.000000 Penalty: 5670.082520
	Iteration 72Q: 3 clusters Score -1.090999e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10910007.000000 Penalty: 5670.082520
	Iteration 73Q: 3 clusters Score -1.091001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -10909997.000000 Penalty: 5670.082520
	Iteration 74Q: 3 clusters Score -1.091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10910011.000000 Penalty: 5670.082520
	Iteration 75Q: 3 clusters Score -1.091001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10910017.000000 Penalty: 5670.082520
	Iteration 76Q: 3 clusters Score -1.091002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10910011.000000 Penalty: 5670.082520
	Iteration 77Q: 3 clusters Score -1.091001e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10910020.000000 Penalty: 5670.082520
	Iteration 78Q: 3 clusters Score -1.091002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10910022.000000 Penalty: 5670.082520
	Iteration 79Q: 3 clusters Score -1.091002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -10910020.000000 Penalty: 5670.082520
	Iteration 80F: 3 clusters Score -1.091002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10910035.000000 Penalty: 5670.082520
	Iteration 81Q: 3 clusters Score -1.091004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10910017.000000 Penalty: 5670.082520
	Iteration 82Q: 3 clusters Score -1.091002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10910036.000000 Penalty: 5670.082520
	Iteration 83Q: 3 clusters Score -1.091004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10910029.000000 Penalty: 5670.082520
	Iteration 84Q: 3 clusters Score -1.091003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -10910033.000000 Penalty: 5670.082520
	Iteration 85Q: 3 clusters Score -1.091003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10910047.000000 Penalty: 5670.082520
	Iteration 86Q: 3 clusters Score -1.091005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10910032.000000 Penalty: 5670.082520
	Iteration 87Q: 3 clusters Score -1.091003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10910035.000000 Penalty: 5670.082520
	Iteration 88Q: 3 clusters Score -1.091004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10910042.000000 Penalty: 5670.082520
	Iteration 89Q: 3 clusters Score -1.091004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10910051.000000 Penalty: 5670.082520
	Iteration 90Q: 3 clusters Score -1.091005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10910047.000000 Penalty: 5670.082520
	Iteration 91Q: 3 clusters Score -1.091005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -10910052.000000 Penalty: 5670.082520
	Iteration 92Q: 3 clusters Score -1.091005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -10910063.000000 Penalty: 5670.082520
	Iteration 93Q: 3 clusters Score -1.091006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10910083.000000 Penalty: 5670.082520
	Iteration 94Q: 3 clusters Score -1.091008e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10910102.000000 Penalty: 5670.082520
	Iteration 95Q: 3 clusters Score -1.09101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10910114.000000 Penalty: 5670.082520
	Iteration 96Q: 3 clusters Score -1.091011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90308 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10910131.000000 Penalty: 5670.082520
	Iteration 97Q: 3 clusters Score -1.091013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10910130.000000 Penalty: 5670.082520
	Iteration 98Q: 3 clusters Score -1.091013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10910128.000000 Penalty: 5670.082520
	Iteration 99Q: 3 clusters Score -1.091013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10910127.000000 Penalty: 5670.082520
	Iteration 100F: 3 clusters Score -1.091013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10910149.000000 Penalty: 5670.082520
	Iteration 101Q: 3 clusters Score -1.091015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10910146.000000 Penalty: 5670.082520
	Iteration 102Q: 3 clusters Score -1.091015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10910133.000000 Penalty: 5670.082520
	Iteration 103Q: 3 clusters Score -1.091013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10910141.000000 Penalty: 5670.082520
	Iteration 104Q: 3 clusters Score -1.091014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10910142.000000 Penalty: 5670.082520
	Iteration 105Q: 3 clusters Score -1.091014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10910157.000000 Penalty: 5670.082520
	Iteration 106Q: 3 clusters Score -1.091016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10910152.000000 Penalty: 5670.082520
	Iteration 107Q: 3 clusters Score -1.091015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10910158.000000 Penalty: 5670.082520
	Iteration 108Q: 3 clusters Score -1.091016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10910154.000000 Penalty: 5670.082520
	Iteration 109Q: 3 clusters Score -1.091015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10910168.000000 Penalty: 5670.082520
	Iteration 110Q: 3 clusters Score -1.091017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10910166.000000 Penalty: 5670.082520
	Iteration 111Q: 3 clusters Score -1.091017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10910175.000000 Penalty: 5670.082520
	Iteration 112Q: 3 clusters Score -1.091018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10910169.000000 Penalty: 5670.082520
	Iteration 113Q: 3 clusters Score -1.091017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10910169.000000 Penalty: 5670.082520
	Iteration 114F: 3 clusters Score -1.091017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Entering Unmasked Estep 
Score: -874025.562500 Penalty: 2224.919434
	Iteration 0F: 2 clusters Score -874025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -867664.312500 Penalty: 4449.838867
	Iteration 0F: 3 clusters Score -867664.3 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -869367.812500 Penalty: 4449.838867
	Iteration 1F: 3 clusters Score -869367.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -869734.687500 Penalty: 4449.838867
	Iteration 2F: 3 clusters Score -869734.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -870151.500000 Penalty: 4449.838867
	Iteration 3F: 3 clusters Score -870151.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -870597.062500 Penalty: 4449.838867
	Iteration 4F: 3 clusters Score -870597.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -871040.187500 Penalty: 4449.838867
	Iteration 5F: 3 clusters Score -871040.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -871447.437500 Penalty: 4449.838867
	Iteration 6F: 3 clusters Score -871447.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -871807.625000 Penalty: 4449.838867
	Iteration 7F: 3 clusters Score -871807.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -872109.750000 Penalty: 4449.838867
	Iteration 8F: 3 clusters Score -872109.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -872315.062500 Penalty: 4449.838867
	Iteration 9Q: 3 clusters Score -872315.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -872436.687500 Penalty: 4449.838867
	Iteration 10Q: 3 clusters Score -872436.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -872521.812500 Penalty: 4449.838867
	Iteration 11Q: 3 clusters Score -872521.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -872599.000000 Penalty: 4449.838867
	Iteration 12Q: 3 clusters Score -872599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -872661.187500 Penalty: 4449.838867
	Iteration 13Q: 3 clusters Score -872661.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -872703.062500 Penalty: 4449.838867
	Iteration 14Q: 3 clusters Score -872703.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -872738.375000 Penalty: 4449.838867
	Iteration 15Q: 3 clusters Score -872738.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -872765.687500 Penalty: 4449.838867
	Iteration 16Q: 3 clusters Score -872765.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -872790.062500 Penalty: 4449.838867
	Iteration 17Q: 3 clusters Score -872790.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -872814.125000 Penalty: 4449.838867
	Iteration 18Q: 3 clusters Score -872814.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -872831.312500 Penalty: 4449.838867
	Iteration 19Q: 3 clusters Score -872831.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -872849.875000 Penalty: 4449.838867
	Iteration 20F: 3 clusters Score -872849.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -872863.812500 Penalty: 4449.838867
	Iteration 21Q: 3 clusters Score -872863.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -872881.187500 Penalty: 4449.838867
	Iteration 22Q: 3 clusters Score -872881.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -872893.687500 Penalty: 4449.838867
	Iteration 23Q: 3 clusters Score -872893.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -872905.250000 Penalty: 4449.838867
	Iteration 24Q: 3 clusters Score -872905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -872915.187500 Penalty: 4449.838867
	Iteration 25Q: 3 clusters Score -872915.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -872925.125000 Penalty: 4449.838867
	Iteration 26Q: 3 clusters Score -872925.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -872934.562500 Penalty: 4449.838867
	Iteration 27Q: 3 clusters Score -872934.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -872943.000000 Penalty: 4449.838867
	Iteration 28Q: 3 clusters Score -872943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -872956.937500 Penalty: 4449.838867
	Iteration 29Q: 3 clusters Score -872956.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -872968.125000 Penalty: 4449.838867
	Iteration 30Q: 3 clusters Score -872968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -872975.187500 Penalty: 4449.838867
	Iteration 31Q: 3 clusters Score -872975.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -872984.062500 Penalty: 4449.838867
	Iteration 32Q: 3 clusters Score -872984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -872991.125000 Penalty: 4449.838867
	Iteration 33Q: 3 clusters Score -872991.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -873000.250000 Penalty: 4449.838867
	Iteration 34Q: 3 clusters Score -873000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -873005.750000 Penalty: 4449.838867
	Iteration 35Q: 3 clusters Score -873005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -873008.250000 Penalty: 4449.838867
	Iteration 36Q: 3 clusters Score -873008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -873011.750000 Penalty: 4449.838867
	Iteration 37Q: 3 clusters Score -873011.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -873016.375000 Penalty: 4449.838867
	Iteration 38Q: 3 clusters Score -873016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -873018.937500 Penalty: 4449.838867
	Iteration 39Q: 3 clusters Score -873018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -873024.187500 Penalty: 4449.838867
	Iteration 40F: 3 clusters Score -873024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -873025.187500 Penalty: 4449.838867
	Iteration 41Q: 3 clusters Score -873025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -873025.062500 Penalty: 4449.838867
	Iteration 42Q: 3 clusters Score -873025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -873026.937500 Penalty: 4449.838867
	Iteration 43Q: 3 clusters Score -873026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -873029.187500 Penalty: 4449.838867
	Iteration 44Q: 3 clusters Score -873029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -873029.625000 Penalty: 4449.838867
	Iteration 45Q: 3 clusters Score -873029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -873031.562500 Penalty: 4449.838867
	Iteration 46Q: 3 clusters Score -873031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -873031.562500 Penalty: 4449.838867
	Iteration 47F: 3 clusters Score -873031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Entering Unmasked Estep 
Score: -6420096.000000 Penalty: 2702.340820
	Iteration 0F: 2 clusters Score -6420096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -6383997.500000 Penalty: 5404.681641
	Iteration 0F: 3 clusters Score -6383998 nChanged 24860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -6397803.000000 Penalty: 5404.681641
	Iteration 1F: 3 clusters Score -6397803 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -6398477.500000 Penalty: 5404.681641
	Iteration 2Q: 3 clusters Score -6398478 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6399224.000000 Penalty: 5404.681641
	Iteration 3Q: 3 clusters Score -6399224 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -6400275.000000 Penalty: 5404.681641
	Iteration 4Q: 3 clusters Score -6400275 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -6401678.000000 Penalty: 5404.681641
	Iteration 5F: 3 clusters Score -6401678 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -6403545.500000 Penalty: 5404.681641
	Iteration 6F: 3 clusters Score -6403546 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -6406100.000000 Penalty: 5404.681641
	Iteration 7F: 3 clusters Score -6406100 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -6409322.500000 Penalty: 5404.681641
	Iteration 8F: 3 clusters Score -6409322 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -6412308.000000 Penalty: 5404.681641
	Iteration 9F: 3 clusters Score -6412308 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -6414257.500000 Penalty: 5404.681641
	Iteration 10Q: 3 clusters Score -6414258 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6415148.500000 Penalty: 5404.681641
	Iteration 11Q: 3 clusters Score -6415148 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -6415523.000000 Penalty: 5404.681641
	Iteration 12Q: 3 clusters Score -6415523 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -6415790.000000 Penalty: 5404.681641
	Iteration 13Q: 3 clusters Score -6415790 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6415982.000000 Penalty: 5404.681641
	Iteration 14Q: 3 clusters Score -6415982 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -6416157.000000 Penalty: 5404.681641
	Iteration 15Q: 3 clusters Score -6416157 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -6416331.000000 Penalty: 5404.681641
	Iteration 16Q: 3 clusters Score -6416331 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6416509.000000 Penalty: 5404.681641
	Iteration 17Q: 3 clusters Score -6416509 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -6416643.500000 Penalty: 5404.681641
	Iteration 18Q: 3 clusters Score -6416644 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6416770.500000 Penalty: 5404.681641
	Iteration 19Q: 3 clusters Score -6416770 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -6416858.500000 Penalty: 5404.681641
	Iteration 20F: 3 clusters Score -6416858 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6416954.500000 Penalty: 5404.681641
	Iteration 21Q: 3 clusters Score -6416954 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6417088.500000 Penalty: 5404.681641
	Iteration 22Q: 3 clusters Score -6417088 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -6417165.000000 Penalty: 5404.681641
	Iteration 23Q: 3 clusters Score -6417165 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6417263.000000 Penalty: 5404.681641
	Iteration 24Q: 3 clusters Score -6417263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -6417356.500000 Penalty: 5404.681641
	Iteration 25Q: 3 clusters Score -6417356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6417420.500000 Penalty: 5404.681641
	Iteration 26Q: 3 clusters Score -6417420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -6417481.500000 Penalty: 5404.681641
	Iteration 27Q: 3 clusters Score -6417482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6417558.500000 Penalty: 5404.681641
	Iteration 28Q: 3 clusters Score -6417558 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -6417621.000000 Penalty: 5404.681641
	Iteration 29Q: 3 clusters Score -6417621 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6417637.000000 Penalty: 5404.681641
	Iteration 30Q: 3 clusters Score -6417637 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6417690.000000 Penalty: 5404.681641
	Iteration 31Q: 3 clusters Score -6417690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -6417735.000000 Penalty: 5404.681641
	Iteration 32Q: 3 clusters Score -6417735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6417768.500000 Penalty: 5404.681641
	Iteration 33Q: 3 clusters Score -6417768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6417818.000000 Penalty: 5404.681641
	Iteration 34Q: 3 clusters Score -6417818 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -6417851.500000 Penalty: 5404.681641
	Iteration 35Q: 3 clusters Score -6417852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6417871.000000 Penalty: 5404.681641
	Iteration 36Q: 3 clusters Score -6417871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6417889.500000 Penalty: 5404.681641
	Iteration 37Q: 3 clusters Score -6417890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -6417908.500000 Penalty: 5404.681641
	Iteration 38Q: 3 clusters Score -6417908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -6417931.500000 Penalty: 5404.681641
	Iteration 39Q: 3 clusters Score -6417932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -6417945.000000 Penalty: 5404.681641
	Iteration 40F: 3 clusters Score -6417945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -6417950.500000 Penalty: 5404.681641
	Iteration 41Q: 3 clusters Score -6417950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -6417974.500000 Penalty: 5404.681641
	Iteration 42Q: 3 clusters Score -6417974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -6417966.000000 Penalty: 5404.681641
	Iteration 43Q: 3 clusters Score -6417966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6417972.000000 Penalty: 5404.681641
	Iteration 44Q: 3 clusters Score -6417972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -6417995.000000 Penalty: 5404.681641
	Iteration 45Q: 3 clusters Score -6417995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -6418006.000000 Penalty: 5404.681641
	Iteration 46Q: 3 clusters Score -6418006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -6418014.000000 Penalty: 5404.681641
	Iteration 47Q: 3 clusters Score -6418014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6418019.500000 Penalty: 5404.681641
	Iteration 48Q: 3 clusters Score -6418020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6418039.500000 Penalty: 5404.681641
	Iteration 49Q: 3 clusters Score -6418040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -6418056.000000 Penalty: 5404.681641
	Iteration 50Q: 3 clusters Score -6418056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -6418056.000000 Penalty: 5404.681641
	Iteration 51Q: 3 clusters Score -6418056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -6418054.500000 Penalty: 5404.681641
	Iteration 52Q: 3 clusters Score -6418054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -6418049.500000 Penalty: 5404.681641
	Iteration 53Q: 3 clusters Score -6418050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -6418054.000000 Penalty: 5404.681641
	Iteration 54Q: 3 clusters Score -6418054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -6418052.000000 Penalty: 5404.681641
	Iteration 55Q: 3 clusters Score -6418052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -6418052.000000 Penalty: 5404.681641
	Iteration 56F: 3 clusters Score -6418052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242982 members 
Entering Unmasked Estep 
Score: -28420780.000000 Penalty: 3075.384033
	Iteration 0F: 2 clusters Score -2.842078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -28262620.000000 Penalty: 6150.768066
	Iteration 0F: 3 clusters Score -2.826262e+07 nChanged 117163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116196 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -28331462.000000 Penalty: 6150.768066
	Iteration 1F: 3 clusters Score -2.833146e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -28332686.000000 Penalty: 6150.768066
	Iteration 2Q: 3 clusters Score -2.833269e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
Score: -28334792.000000 Penalty: 6150.768066
	Iteration 3Q: 3 clusters Score -2.833479e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -28338202.000000 Penalty: 6150.768066
	Iteration 4Q: 3 clusters Score -2.83382e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 152764 members 
Entering Unmasked Estep 
Score: -28344400.000000 Penalty: 6150.768066
	Iteration 5F: 3 clusters Score -2.83444e+07 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 168215 members 
Entering Unmasked Estep 
Score: -28355336.000000 Penalty: 6150.768066
	Iteration 6F: 3 clusters Score -2.835534e+07 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 187887 members 
Entering Unmasked Estep 
Score: -28371672.000000 Penalty: 6150.768066
	Iteration 7F: 3 clusters Score -2.837167e+07 nChanged 20708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 208319 members 
Entering Unmasked Estep 
Score: -28390084.000000 Penalty: 6150.768066
	Iteration 8F: 3 clusters Score -2.839008e+07 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 224134 members 
Entering Unmasked Estep 
Score: -28403662.000000 Penalty: 6150.768066
	Iteration 9F: 3 clusters Score -2.840366e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 233244 members 
Entering Unmasked Estep 
Score: -28411158.000000 Penalty: 6150.768066
	Iteration 10Q: 3 clusters Score -2.841116e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 237804 members 
Entering Unmasked Estep 
Score: -28414682.000000 Penalty: 6150.768066
	Iteration 11Q: 3 clusters Score -2.841468e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 240027 members 
Entering Unmasked Estep 
Score: -28416470.000000 Penalty: 6150.768066
	Iteration 12Q: 3 clusters Score -2.841647e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 241187 members 
Entering Unmasked Estep 
Score: -28417314.000000 Penalty: 6150.768066
	Iteration 13Q: 3 clusters Score -2.841731e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 241722 members 
Entering Unmasked Estep 
Score: -28417536.000000 Penalty: 6150.768066
	Iteration 14Q: 3 clusters Score -2.841754e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 242016 members 
Entering Unmasked Estep 
Score: -28417682.000000 Penalty: 6150.768066
	Iteration 15Q: 3 clusters Score -2.841768e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 242200 members 
Entering Unmasked Estep 
Score: -28417782.000000 Penalty: 6150.768066
	Iteration 16Q: 3 clusters Score -2.841778e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 242308 members 
Entering Unmasked Estep 
Score: -28417870.000000 Penalty: 6150.768066
	Iteration 17Q: 3 clusters Score -2.841787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 242386 members 
Entering Unmasked Estep 
Score: -28417906.000000 Penalty: 6150.768066
	Iteration 18Q: 3 clusters Score -2.841791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 242433 members 
Entering Unmasked Estep 
Score: -28417926.000000 Penalty: 6150.768066
	Iteration 19Q: 3 clusters Score -2.841793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 242465 members 
Entering Unmasked Estep 
Score: -28417956.000000 Penalty: 6150.768066
	Iteration 20F: 3 clusters Score -2.841796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 242491 members 
Entering Unmasked Estep 
Score: -28417966.000000 Penalty: 6150.768066
	Iteration 21Q: 3 clusters Score -2.841797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 242515 members 
Entering Unmasked Estep 
Score: -28417966.000000 Penalty: 6150.768066
	Iteration 22Q: 3 clusters Score -2.841797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 242523 members 
Entering Unmasked Estep 
Score: -28417956.000000 Penalty: 6150.768066
	Iteration 23Q: 3 clusters Score -2.841796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 242529 members 
Entering Unmasked Estep 
Score: -28417966.000000 Penalty: 6150.768066
	Iteration 24Q: 3 clusters Score -2.841797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 242540 members 
Entering Unmasked Estep 
Score: -28417986.000000 Penalty: 6150.768066
	Iteration 25Q: 3 clusters Score -2.841799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 242549 members 
Entering Unmasked Estep 
Score: -28417986.000000 Penalty: 6150.768066
	Iteration 26Q: 3 clusters Score -2.841799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 242555 members 
Entering Unmasked Estep 
Score: -28418006.000000 Penalty: 6150.768066
	Iteration 27Q: 3 clusters Score -2.841801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 242563 members 
Entering Unmasked Estep 
Score: -28418006.000000 Penalty: 6150.768066
	Iteration 28Q: 3 clusters Score -2.841801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 242572 members 
Entering Unmasked Estep 
Score: -28418022.000000 Penalty: 6150.768066
	Iteration 29Q: 3 clusters Score -2.841802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 242579 members 
Entering Unmasked Estep 
Score: -28418030.000000 Penalty: 6150.768066
	Iteration 30Q: 3 clusters Score -2.841803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 242584 members 
Entering Unmasked Estep 
Score: -28418032.000000 Penalty: 6150.768066
	Iteration 31Q: 3 clusters Score -2.841803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 242588 members 
Entering Unmasked Estep 
Score: -28418032.000000 Penalty: 6150.768066
	Iteration 32Q: 3 clusters Score -2.841803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 242592 members 
Entering Unmasked Estep 
Score: -28418024.000000 Penalty: 6150.768066
	Iteration 33Q: 3 clusters Score -2.841802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 242592 members 
Entering Unmasked Estep 
Score: -28418024.000000 Penalty: 6150.768066
	Iteration 34F: 3 clusters Score -2.841802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (194286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194286 members 
Entering Unmasked Estep 
Score: -22884578.000000 Penalty: 3019.917480
	Iteration 0F: 2 clusters Score -2.288458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -22756862.000000 Penalty: 6039.834961
	Iteration 0F: 3 clusters Score -2.275686e+07 nChanged 93567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -22812528.000000 Penalty: 6039.834961
	Iteration 1F: 3 clusters Score -2.281253e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -22814646.000000 Penalty: 6039.834961
	Iteration 2Q: 3 clusters Score -2.281465e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -22817530.000000 Penalty: 6039.834961
	Iteration 3Q: 3 clusters Score -2.281753e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -22821778.000000 Penalty: 6039.834961
	Iteration 4Q: 3 clusters Score -2.282178e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -22827726.000000 Penalty: 6039.834961
	Iteration 5F: 3 clusters Score -2.282773e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -22835748.000000 Penalty: 6039.834961
	Iteration 6F: 3 clusters Score -2.283575e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -22845224.000000 Penalty: 6039.834961
	Iteration 7F: 3 clusters Score -2.284522e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -22853480.000000 Penalty: 6039.834961
	Iteration 8F: 3 clusters Score -2.285348e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 98964 members 
Entering Unmasked Estep 
Score: -22857818.000000 Penalty: 6039.834961
	Iteration 9Q: 3 clusters Score -2.285782e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -22859492.000000 Penalty: 6039.834961
	Iteration 10Q: 3 clusters Score -2.285949e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -22860292.000000 Penalty: 6039.834961
	Iteration 11Q: 3 clusters Score -2.286029e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -22860770.000000 Penalty: 6039.834961
	Iteration 12Q: 3 clusters Score -2.286077e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 96004 members 
Entering Unmasked Estep 
Score: -22861218.000000 Penalty: 6039.834961
	Iteration 13Q: 3 clusters Score -2.286122e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -22861406.000000 Penalty: 6039.834961
	Iteration 14Q: 3 clusters Score -2.286141e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -22861632.000000 Penalty: 6039.834961
	Iteration 15Q: 3 clusters Score -2.286163e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -22861770.000000 Penalty: 6039.834961
	Iteration 16Q: 3 clusters Score -2.286177e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -22861896.000000 Penalty: 6039.834961
	Iteration 17Q: 3 clusters Score -2.28619e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -22862180.000000 Penalty: 6039.834961
	Iteration 18Q: 3 clusters Score -2.286218e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -22862418.000000 Penalty: 6039.834961
	Iteration 19Q: 3 clusters Score -2.286242e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -22862644.000000 Penalty: 6039.834961
	Iteration 20F: 3 clusters Score -2.286264e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -22862838.000000 Penalty: 6039.834961
	Iteration 21Q: 3 clusters Score -2.286284e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -22863058.000000 Penalty: 6039.834961
	Iteration 22Q: 3 clusters Score -2.286306e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -22863108.000000 Penalty: 6039.834961
	Iteration 23Q: 3 clusters Score -2.286311e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -22863266.000000 Penalty: 6039.834961
	Iteration 24Q: 3 clusters Score -2.286327e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -22863438.000000 Penalty: 6039.834961
	Iteration 25Q: 3 clusters Score -2.286344e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111617 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -22863666.000000 Penalty: 6039.834961
	Iteration 26Q: 3 clusters Score -2.286367e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -22863712.000000 Penalty: 6039.834961
	Iteration 27Q: 3 clusters Score -2.286371e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -22863988.000000 Penalty: 6039.834961
	Iteration 28Q: 3 clusters Score -2.286399e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115480 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -22864014.000000 Penalty: 6039.834961
	Iteration 29Q: 3 clusters Score -2.286401e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -22864096.000000 Penalty: 6039.834961
	Iteration 30Q: 3 clusters Score -2.28641e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -22864364.000000 Penalty: 6039.834961
	Iteration 31Q: 3 clusters Score -2.286436e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119950 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -22864526.000000 Penalty: 6039.834961
	Iteration 32Q: 3 clusters Score -2.286453e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121597 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -22864734.000000 Penalty: 6039.834961
	Iteration 33Q: 3 clusters Score -2.286473e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -22865028.000000 Penalty: 6039.834961
	Iteration 34Q: 3 clusters Score -2.286503e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -22865210.000000 Penalty: 6039.834961
	Iteration 35Q: 3 clusters Score -2.286521e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -22865544.000000 Penalty: 6039.834961
	Iteration 36Q: 3 clusters Score -2.286554e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -22865886.000000 Penalty: 6039.834961
	Iteration 37Q: 3 clusters Score -2.286589e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -22866344.000000 Penalty: 6039.834961
	Iteration 38Q: 3 clusters Score -2.286634e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -22866734.000000 Penalty: 6039.834961
	Iteration 39Q: 3 clusters Score -2.286673e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134762 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -22867178.000000 Penalty: 6039.834961
	Iteration 40F: 3 clusters Score -2.286718e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136916 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -22867692.000000 Penalty: 6039.834961
	Iteration 41Q: 3 clusters Score -2.286769e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -22868190.000000 Penalty: 6039.834961
	Iteration 42Q: 3 clusters Score -2.286819e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141389 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -22868678.000000 Penalty: 6039.834961
	Iteration 43Q: 3 clusters Score -2.286868e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143720 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -22869220.000000 Penalty: 6039.834961
	Iteration 44Q: 3 clusters Score -2.286922e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146032 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -22869672.000000 Penalty: 6039.834961
	Iteration 45Q: 3 clusters Score -2.286967e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -22870194.000000 Penalty: 6039.834961
	Iteration 46Q: 3 clusters Score -2.287019e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151007 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -22870784.000000 Penalty: 6039.834961
	Iteration 47Q: 3 clusters Score -2.287078e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -22871506.000000 Penalty: 6039.834961
	Iteration 48Q: 3 clusters Score -2.287151e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -22872250.000000 Penalty: 6039.834961
	Iteration 49Q: 3 clusters Score -2.287225e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158882 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -22872898.000000 Penalty: 6039.834961
	Iteration 50Q: 3 clusters Score -2.28729e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161489 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -22873606.000000 Penalty: 6039.834961
	Iteration 51Q: 3 clusters Score -2.287361e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -22874224.000000 Penalty: 6039.834961
	Iteration 52Q: 3 clusters Score -2.287422e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -22874946.000000 Penalty: 6039.834961
	Iteration 53Q: 3 clusters Score -2.287495e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -22875748.000000 Penalty: 6039.834961
	Iteration 54Q: 3 clusters Score -2.287575e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -22876322.000000 Penalty: 6039.834961
	Iteration 55Q: 3 clusters Score -2.287632e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173129 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -22876888.000000 Penalty: 6039.834961
	Iteration 56Q: 3 clusters Score -2.287689e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -22877358.000000 Penalty: 6039.834961
	Iteration 57Q: 3 clusters Score -2.287736e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177001 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -22877974.000000 Penalty: 6039.834961
	Iteration 58Q: 3 clusters Score -2.287797e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178701 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -22878422.000000 Penalty: 6039.834961
	Iteration 59Q: 3 clusters Score -2.287842e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180288 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -22878908.000000 Penalty: 6039.834961
	Iteration 60F: 3 clusters Score -2.287891e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181682 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -22879346.000000 Penalty: 6039.834961
	Iteration 61Q: 3 clusters Score -2.287935e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182935 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -22879754.000000 Penalty: 6039.834961
	Iteration 62Q: 3 clusters Score -2.287975e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -22880062.000000 Penalty: 6039.834961
	Iteration 63Q: 3 clusters Score -2.288006e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185207 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -22880438.000000 Penalty: 6039.834961
	Iteration 64Q: 3 clusters Score -2.288044e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186187 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -22880792.000000 Penalty: 6039.834961
	Iteration 65Q: 3 clusters Score -2.288079e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -22881046.000000 Penalty: 6039.834961
	Iteration 66Q: 3 clusters Score -2.288105e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187813 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -22881168.000000 Penalty: 6039.834961
	Iteration 67Q: 3 clusters Score -2.288117e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -22881362.000000 Penalty: 6039.834961
	Iteration 68Q: 3 clusters Score -2.288136e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189130 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -22881578.000000 Penalty: 6039.834961
	Iteration 69Q: 3 clusters Score -2.288158e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189644 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -22881730.000000 Penalty: 6039.834961
	Iteration 70Q: 3 clusters Score -2.288173e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190076 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -22881896.000000 Penalty: 6039.834961
	Iteration 71Q: 3 clusters Score -2.28819e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190442 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -22882000.000000 Penalty: 6039.834961
	Iteration 72Q: 3 clusters Score -2.2882e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190753 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -22882080.000000 Penalty: 6039.834961
	Iteration 73Q: 3 clusters Score -2.288208e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191038 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -22882182.000000 Penalty: 6039.834961
	Iteration 74Q: 3 clusters Score -2.288218e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -22882228.000000 Penalty: 6039.834961
	Iteration 75Q: 3 clusters Score -2.288223e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191478 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22882286.000000 Penalty: 6039.834961
	Iteration 76Q: 3 clusters Score -2.288229e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191639 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -22882308.000000 Penalty: 6039.834961
	Iteration 77Q: 3 clusters Score -2.288231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -22882370.000000 Penalty: 6039.834961
	Iteration 78Q: 3 clusters Score -2.288237e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191877 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22882408.000000 Penalty: 6039.834961
	Iteration 79Q: 3 clusters Score -2.288241e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191995 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -22882432.000000 Penalty: 6039.834961
	Iteration 80F: 3 clusters Score -2.288243e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192105 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22882452.000000 Penalty: 6039.834961
	Iteration 81Q: 3 clusters Score -2.288245e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192209 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22882486.000000 Penalty: 6039.834961
	Iteration 82Q: 3 clusters Score -2.288249e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192291 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -22882558.000000 Penalty: 6039.834961
	Iteration 83Q: 3 clusters Score -2.288256e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192363 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22882608.000000 Penalty: 6039.834961
	Iteration 84Q: 3 clusters Score -2.288261e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192427 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -22882606.000000 Penalty: 6039.834961
	Iteration 85Q: 3 clusters Score -2.288261e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192486 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22882640.000000 Penalty: 6039.834961
	Iteration 86Q: 3 clusters Score -2.288264e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -22882732.000000 Penalty: 6039.834961
	Iteration 87Q: 3 clusters Score -2.288273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192580 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22882738.000000 Penalty: 6039.834961
	Iteration 88Q: 3 clusters Score -2.288274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192618 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22882754.000000 Penalty: 6039.834961
	Iteration 89Q: 3 clusters Score -2.288275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192654 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -22882758.000000 Penalty: 6039.834961
	Iteration 90Q: 3 clusters Score -2.288276e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -22882764.000000 Penalty: 6039.834961
	Iteration 91Q: 3 clusters Score -2.288276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22882782.000000 Penalty: 6039.834961
	Iteration 92Q: 3 clusters Score -2.288278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192747 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -22882824.000000 Penalty: 6039.834961
	Iteration 93Q: 3 clusters Score -2.288282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22882852.000000 Penalty: 6039.834961
	Iteration 94Q: 3 clusters Score -2.288285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192777 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22882844.000000 Penalty: 6039.834961
	Iteration 95Q: 3 clusters Score -2.288284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192784 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22882876.000000 Penalty: 6039.834961
	Iteration 96Q: 3 clusters Score -2.288288e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192793 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -22882874.000000 Penalty: 6039.834961
	Iteration 97Q: 3 clusters Score -2.288287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192802 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22882894.000000 Penalty: 6039.834961
	Iteration 98Q: 3 clusters Score -2.288289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22882906.000000 Penalty: 6039.834961
	Iteration 99Q: 3 clusters Score -2.288291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22882916.000000 Penalty: 6039.834961
	Iteration 100F: 3 clusters Score -2.288292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192810 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22882934.000000 Penalty: 6039.834961
	Iteration 101Q: 3 clusters Score -2.288293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192813 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22882932.000000 Penalty: 6039.834961
	Iteration 102Q: 3 clusters Score -2.288293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192815 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22882944.000000 Penalty: 6039.834961
	Iteration 103Q: 3 clusters Score -2.288294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192811 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -22882946.000000 Penalty: 6039.834961
	Iteration 104Q: 3 clusters Score -2.288295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192810 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22882940.000000 Penalty: 6039.834961
	Iteration 105Q: 3 clusters Score -2.288294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192813 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22882958.000000 Penalty: 6039.834961
	Iteration 106Q: 3 clusters Score -2.288296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22882944.000000 Penalty: 6039.834961
	Iteration 107Q: 3 clusters Score -2.288294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22882950.000000 Penalty: 6039.834961
	Iteration 108Q: 3 clusters Score -2.288295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192826 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22882944.000000 Penalty: 6039.834961
	Iteration 109Q: 3 clusters Score -2.288294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192828 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22882944.000000 Penalty: 6039.834961
	Iteration 110Q: 3 clusters Score -2.288294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22882944.000000 Penalty: 6039.834961
	Iteration 111Q: 3 clusters Score -2.288294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -22882940.000000 Penalty: 6039.834961
	Iteration 112Q: 3 clusters Score -2.288294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192846 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22882942.000000 Penalty: 6039.834961
	Iteration 113Q: 3 clusters Score -2.288294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192853 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22882940.000000 Penalty: 6039.834961
	Iteration 114Q: 3 clusters Score -2.288294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192860 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22882954.000000 Penalty: 6039.834961
	Iteration 115Q: 3 clusters Score -2.288295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192866 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22882964.000000 Penalty: 6039.834961
	Iteration 116Q: 3 clusters Score -2.288296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192872 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22882954.000000 Penalty: 6039.834961
	Iteration 117Q: 3 clusters Score -2.288295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192875 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22882946.000000 Penalty: 6039.834961
	Iteration 118Q: 3 clusters Score -2.288295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192877 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -22882940.000000 Penalty: 6039.834961
	Iteration 119Q: 3 clusters Score -2.288294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22882956.000000 Penalty: 6039.834961
	Iteration 120F: 3 clusters Score -2.288296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22882952.000000 Penalty: 6039.834961
	Iteration 121Q: 3 clusters Score -2.288295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22882958.000000 Penalty: 6039.834961
	Iteration 122Q: 3 clusters Score -2.288296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22882946.000000 Penalty: 6039.834961
	Iteration 123Q: 3 clusters Score -2.288295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22882942.000000 Penalty: 6039.834961
	Iteration 124Q: 3 clusters Score -2.288294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22882950.000000 Penalty: 6039.834961
	Iteration 125Q: 3 clusters Score -2.288295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22882948.000000 Penalty: 6039.834961
	Iteration 126Q: 3 clusters Score -2.288295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192886 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22882942.000000 Penalty: 6039.834961
	Iteration 127Q: 3 clusters Score -2.288294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22882946.000000 Penalty: 6039.834961
	Iteration 128Q: 3 clusters Score -2.288295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22882960.000000 Penalty: 6039.834961
	Iteration 129Q: 3 clusters Score -2.288296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22882950.000000 Penalty: 6039.834961
	Iteration 130Q: 3 clusters Score -2.288295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22882936.000000 Penalty: 6039.834961
	Iteration 131Q: 3 clusters Score -2.288294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192890 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22882952.000000 Penalty: 6039.834961
	Iteration 132Q: 3 clusters Score -2.288295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192889 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22882944.000000 Penalty: 6039.834961
	Iteration 133Q: 3 clusters Score -2.288294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192889 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22882948.000000 Penalty: 6039.834961
	Iteration 134Q: 3 clusters Score -2.288295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192888 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22882948.000000 Penalty: 6039.834961
	Iteration 135Q: 3 clusters Score -2.288295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192888 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22882948.000000 Penalty: 6039.834961
	Iteration 136F: 3 clusters Score -2.288295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Entering Unmasked Estep 
Score: -1185267.250000 Penalty: 2292.480225
	Iteration 0F: 2 clusters Score -1185267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1177379.000000 Penalty: 4584.960449
	Iteration 0F: 3 clusters Score -1177379 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1179778.000000 Penalty: 4584.960449
	Iteration 1F: 3 clusters Score -1179778 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1180234.500000 Penalty: 4584.960449
	Iteration 2F: 3 clusters Score -1180234 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1180791.375000 Penalty: 4584.960449
	Iteration 3F: 3 clusters Score -1180791 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1181668.500000 Penalty: 4584.960449
	Iteration 4F: 3 clusters Score -1181668 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1182616.250000 Penalty: 4584.960449
	Iteration 5F: 3 clusters Score -1182616 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1183276.125000 Penalty: 4584.960449
	Iteration 6F: 3 clusters Score -1183276 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1183637.625000 Penalty: 4584.960449
	Iteration 7F: 3 clusters Score -1183638 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1183787.375000 Penalty: 4584.960449
	Iteration 8Q: 3 clusters Score -1183787 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1183842.000000 Penalty: 4584.960449
	Iteration 9Q: 3 clusters Score -1183842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1183866.250000 Penalty: 4584.960449
	Iteration 10Q: 3 clusters Score -1183866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1183885.500000 Penalty: 4584.960449
	Iteration 11Q: 3 clusters Score -1183886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1183898.375000 Penalty: 4584.960449
	Iteration 12Q: 3 clusters Score -1183898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1183902.375000 Penalty: 4584.960449
	Iteration 13Q: 3 clusters Score -1183902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1183907.750000 Penalty: 4584.960449
	Iteration 14Q: 3 clusters Score -1183908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1183912.625000 Penalty: 4584.960449
	Iteration 15Q: 3 clusters Score -1183913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1183915.250000 Penalty: 4584.960449
	Iteration 16Q: 3 clusters Score -1183915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1183918.250000 Penalty: 4584.960449
	Iteration 17Q: 3 clusters Score -1183918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1183918.000000 Penalty: 4584.960449
	Iteration 18Q: 3 clusters Score -1183918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1183918.375000 Penalty: 4584.960449
	Iteration 19Q: 3 clusters Score -1183918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1183918.750000 Penalty: 4584.960449
	Iteration 20F: 3 clusters Score -1183919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1183917.000000 Penalty: 4584.960449
	Iteration 21Q: 3 clusters Score -1183917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1183917.000000 Penalty: 4584.960449
	Iteration 22F: 3 clusters Score -1183917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Entering Unmasked Estep 
Score: -20732720.000000 Penalty: 2996.968262
	Iteration 0F: 2 clusters Score -2.073272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -20614990.000000 Penalty: 5993.936523
	Iteration 0F: 3 clusters Score -2.061499e+07 nChanged 85297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -20664426.000000 Penalty: 5993.936523
	Iteration 1F: 3 clusters Score -2.066443e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -20665202.000000 Penalty: 5993.936523
	Iteration 2Q: 3 clusters Score -2.06652e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -20666344.000000 Penalty: 5993.936523
	Iteration 3Q: 3 clusters Score -2.066634e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -20667682.000000 Penalty: 5993.936523
	Iteration 4Q: 3 clusters Score -2.066768e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -20670028.000000 Penalty: 5993.936523
	Iteration 5Q: 3 clusters Score -2.067003e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113274 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -20674666.000000 Penalty: 5993.936523
	Iteration 6F: 3 clusters Score -2.067467e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -20682418.000000 Penalty: 5993.936523
	Iteration 7F: 3 clusters Score -2.068242e+07 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139853 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -20695036.000000 Penalty: 5993.936523
	Iteration 8F: 3 clusters Score -2.069504e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -20709800.000000 Penalty: 5993.936523
	Iteration 9F: 3 clusters Score -2.07098e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166469 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -20720944.000000 Penalty: 5993.936523
	Iteration 10F: 3 clusters Score -2.072094e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173100 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -20726786.000000 Penalty: 5993.936523
	Iteration 11Q: 3 clusters Score -2.072679e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20729020.000000 Penalty: 5993.936523
	Iteration 12Q: 3 clusters Score -2.072902e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20729640.000000 Penalty: 5993.936523
	Iteration 13Q: 3 clusters Score -2.072964e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176772 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20729826.000000 Penalty: 5993.936523
	Iteration 14Q: 3 clusters Score -2.072983e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20729902.000000 Penalty: 5993.936523
	Iteration 15Q: 3 clusters Score -2.07299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20729968.000000 Penalty: 5993.936523
	Iteration 16Q: 3 clusters Score -2.072997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176890 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20729996.000000 Penalty: 5993.936523
	Iteration 17Q: 3 clusters Score -2.073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176902 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20730022.000000 Penalty: 5993.936523
	Iteration 18Q: 3 clusters Score -2.073002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20730032.000000 Penalty: 5993.936523
	Iteration 19Q: 3 clusters Score -2.073003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20730040.000000 Penalty: 5993.936523
	Iteration 20F: 3 clusters Score -2.073004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20730036.000000 Penalty: 5993.936523
	Iteration 21Q: 3 clusters Score -2.073004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20730040.000000 Penalty: 5993.936523
	Iteration 22Q: 3 clusters Score -2.073004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20730026.000000 Penalty: 5993.936523
	Iteration 23Q: 3 clusters Score -2.073003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20730026.000000 Penalty: 5993.936523
	Iteration 24F: 3 clusters Score -2.073003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 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 327 members 
Entering Unmasked Estep 
Score: -64972.832031 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64972.83 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65315.312500 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65315.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65477.285156 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65477.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65600.304688 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -65600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65734.171875 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -65734.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65870.906250 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65870.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66006.757812 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -66006.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66142.203125 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -66142.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66249.015625 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -66249.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66281.007812 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -66281.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66348.218750 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -66348.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66372.890625 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -66372.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66393.781250 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -66393.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66397.726562 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -66397.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66402.601562 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -66402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -66405.367188 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -66405.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66406.992188 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -66406.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66406.992188 Penalty: 3231.297607
	Iteration 17F: 3 clusters Score -66406.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Entering Unmasked Estep 
Score: -4659960.000000 Penalty: 2622.505615
	Iteration 0F: 2 clusters Score -4659960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4633330.500000 Penalty: 5245.011230
	Iteration 0F: 3 clusters Score -4633330 nChanged 17892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4643530.000000 Penalty: 5245.011230
	Iteration 1F: 3 clusters Score -4643530 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4644085.000000 Penalty: 5245.011230
	Iteration 2Q: 3 clusters Score -4644085 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4644594.500000 Penalty: 5245.011230
	Iteration 3Q: 3 clusters Score -4644594 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4645165.000000 Penalty: 5245.011230
	Iteration 4Q: 3 clusters Score -4645165 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4645931.500000 Penalty: 5245.011230
	Iteration 5Q: 3 clusters Score -4645932 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4647123.500000 Penalty: 5245.011230
	Iteration 6F: 3 clusters Score -4647124 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4648872.000000 Penalty: 5245.011230
	Iteration 7F: 3 clusters Score -4648872 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4651150.000000 Penalty: 5245.011230
	Iteration 8F: 3 clusters Score -4651150 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4653583.000000 Penalty: 5245.011230
	Iteration 9F: 3 clusters Score -4653583 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4655481.000000 Penalty: 5245.011230
	Iteration 10F: 3 clusters Score -4655481 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4656587.500000 Penalty: 5245.011230
	Iteration 11Q: 3 clusters Score -4656588 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4657145.500000 Penalty: 5245.011230
	Iteration 12Q: 3 clusters Score -4657146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4657431.500000 Penalty: 5245.011230
	Iteration 13Q: 3 clusters Score -4657432 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4657596.000000 Penalty: 5245.011230
	Iteration 14Q: 3 clusters Score -4657596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4657698.500000 Penalty: 5245.011230
	Iteration 15Q: 3 clusters Score -4657698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4657752.500000 Penalty: 5245.011230
	Iteration 16Q: 3 clusters Score -4657752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4657807.000000 Penalty: 5245.011230
	Iteration 17Q: 3 clusters Score -4657807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4657847.000000 Penalty: 5245.011230
	Iteration 18Q: 3 clusters Score -4657847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4657860.000000 Penalty: 5245.011230
	Iteration 19Q: 3 clusters Score -4657860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4657883.000000 Penalty: 5245.011230
	Iteration 20F: 3 clusters Score -4657883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4657891.000000 Penalty: 5245.011230
	Iteration 21Q: 3 clusters Score -4657891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4657893.000000 Penalty: 5245.011230
	Iteration 22Q: 3 clusters Score -4657893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4657895.000000 Penalty: 5245.011230
	Iteration 23Q: 3 clusters Score -4657895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4657900.500000 Penalty: 5245.011230
	Iteration 24Q: 3 clusters Score -4657900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4657899.500000 Penalty: 5245.011230
	Iteration 25Q: 3 clusters Score -4657900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4657900.000000 Penalty: 5245.011230
	Iteration 26Q: 3 clusters Score -4657900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4657904.500000 Penalty: 5245.011230
	Iteration 27Q: 3 clusters Score -4657904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4657902.000000 Penalty: 5245.011230
	Iteration 28Q: 3 clusters Score -4657902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4657903.000000 Penalty: 5245.011230
	Iteration 29Q: 3 clusters Score -4657903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4657903.000000 Penalty: 5245.011230
	Iteration 30Q: 3 clusters Score -4657903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4657905.000000 Penalty: 5245.011230
	Iteration 31Q: 3 clusters Score -4657905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4657905.000000 Penalty: 5245.011230
	Iteration 32F: 3 clusters Score -4657905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Entering Unmasked Estep 
Score: -6576724.000000 Penalty: 2710.207520
	Iteration 0F: 2 clusters Score -6576724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -6539333.500000 Penalty: 5420.415039
	Iteration 0F: 3 clusters Score -6539334 nChanged 25755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -6553706.000000 Penalty: 5420.415039
	Iteration 1F: 3 clusters Score -6553706 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -6554448.000000 Penalty: 5420.415039
	Iteration 2Q: 3 clusters Score -6554448 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -6555636.500000 Penalty: 5420.415039
	Iteration 3Q: 3 clusters Score -6555636 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -6557380.000000 Penalty: 5420.415039
	Iteration 4F: 3 clusters Score -6557380 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -6560225.000000 Penalty: 5420.415039
	Iteration 5F: 3 clusters Score -6560225 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6564410.500000 Penalty: 5420.415039
	Iteration 6F: 3 clusters Score -6564410 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6568743.000000 Penalty: 5420.415039
	Iteration 7F: 3 clusters Score -6568743 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -6571733.500000 Penalty: 5420.415039
	Iteration 8F: 3 clusters Score -6571734 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6573264.000000 Penalty: 5420.415039
	Iteration 9Q: 3 clusters Score -6573264 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6573976.500000 Penalty: 5420.415039
	Iteration 10Q: 3 clusters Score -6573976 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6574324.500000 Penalty: 5420.415039
	Iteration 11Q: 3 clusters Score -6574324 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6574522.000000 Penalty: 5420.415039
	Iteration 12Q: 3 clusters Score -6574522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6574621.500000 Penalty: 5420.415039
	Iteration 13Q: 3 clusters Score -6574622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6574669.000000 Penalty: 5420.415039
	Iteration 14Q: 3 clusters Score -6574669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6574700.000000 Penalty: 5420.415039
	Iteration 15Q: 3 clusters Score -6574700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6574721.000000 Penalty: 5420.415039
	Iteration 16Q: 3 clusters Score -6574721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6574724.000000 Penalty: 5420.415039
	Iteration 17Q: 3 clusters Score -6574724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6574724.500000 Penalty: 5420.415039
	Iteration 18Q: 3 clusters Score -6574724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6574734.000000 Penalty: 5420.415039
	Iteration 19Q: 3 clusters Score -6574734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6574745.000000 Penalty: 5420.415039
	Iteration 20F: 3 clusters Score -6574745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6574761.000000 Penalty: 5420.415039
	Iteration 21Q: 3 clusters Score -6574761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6574757.500000 Penalty: 5420.415039
	Iteration 22Q: 3 clusters Score -6574758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6574774.000000 Penalty: 5420.415039
	Iteration 23Q: 3 clusters Score -6574774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6574792.000000 Penalty: 5420.415039
	Iteration 24Q: 3 clusters Score -6574792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6574803.000000 Penalty: 5420.415039
	Iteration 25Q: 3 clusters Score -6574803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6574800.500000 Penalty: 5420.415039
	Iteration 26Q: 3 clusters Score -6574800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6574796.000000 Penalty: 5420.415039
	Iteration 27Q: 3 clusters Score -6574796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6574797.500000 Penalty: 5420.415039
	Iteration 28Q: 3 clusters Score -6574798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6574792.500000 Penalty: 5420.415039
	Iteration 29Q: 3 clusters Score -6574792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6574792.500000 Penalty: 5420.415039
	Iteration 30F: 3 clusters Score -6574792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Entering Unmasked Estep 
Score: -9701241.000000 Penalty: 2809.917236
	Iteration 0F: 2 clusters Score -9701241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -9645489.000000 Penalty: 5619.834473
	Iteration 0F: 3 clusters Score -9645489 nChanged 39130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -9667988.000000 Penalty: 5619.834473
	Iteration 1F: 3 clusters Score -9667988 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -9669225.000000 Penalty: 5619.834473
	Iteration 2Q: 3 clusters Score -9669225 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -9670928.000000 Penalty: 5619.834473
	Iteration 3Q: 3 clusters Score -9670928 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -9673094.000000 Penalty: 5619.834473
	Iteration 4F: 3 clusters Score -9673094 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -9675665.000000 Penalty: 5619.834473
	Iteration 5F: 3 clusters Score -9675665 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -9678250.000000 Penalty: 5619.834473
	Iteration 6F: 3 clusters Score -9678250 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -9680504.000000 Penalty: 5619.834473
	Iteration 7F: 3 clusters Score -9680504 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -9682252.000000 Penalty: 5619.834473
	Iteration 8F: 3 clusters Score -9682252 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -9683525.000000 Penalty: 5619.834473
	Iteration 9Q: 3 clusters Score -9683525 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -9684513.000000 Penalty: 5619.834473
	Iteration 10Q: 3 clusters Score -9684513 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -9685336.000000 Penalty: 5619.834473
	Iteration 11Q: 3 clusters Score -9685336 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -9685935.000000 Penalty: 5619.834473
	Iteration 12Q: 3 clusters Score -9685935 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -9686570.000000 Penalty: 5619.834473
	Iteration 13Q: 3 clusters Score -9686570 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -9687218.000000 Penalty: 5619.834473
	Iteration 14Q: 3 clusters Score -9687218 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9687873.000000 Penalty: 5619.834473
	Iteration 15Q: 3 clusters Score -9687873 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -9688616.000000 Penalty: 5619.834473
	Iteration 16Q: 3 clusters Score -9688616 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -9689404.000000 Penalty: 5619.834473
	Iteration 17Q: 3 clusters Score -9689404 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -9690244.000000 Penalty: 5619.834473
	Iteration 18Q: 3 clusters Score -9690244 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -9691201.000000 Penalty: 5619.834473
	Iteration 19Q: 3 clusters Score -9691201 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -9692116.000000 Penalty: 5619.834473
	Iteration 20F: 3 clusters Score -9692116 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -9692846.000000 Penalty: 5619.834473
	Iteration 21Q: 3 clusters Score -9692846 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -9693591.000000 Penalty: 5619.834473
	Iteration 22Q: 3 clusters Score -9693591 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -9694146.000000 Penalty: 5619.834473
	Iteration 23Q: 3 clusters Score -9694146 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -9694531.000000 Penalty: 5619.834473
	Iteration 24Q: 3 clusters Score -9694531 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9694882.000000 Penalty: 5619.834473
	Iteration 25Q: 3 clusters Score -9694882 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -9695106.000000 Penalty: 5619.834473
	Iteration 26Q: 3 clusters Score -9695106 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -9695254.000000 Penalty: 5619.834473
	Iteration 27Q: 3 clusters Score -9695254 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -9695341.000000 Penalty: 5619.834473
	Iteration 28Q: 3 clusters Score -9695341 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -9695410.000000 Penalty: 5619.834473
	Iteration 29Q: 3 clusters Score -9695410 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -9695503.000000 Penalty: 5619.834473
	Iteration 30Q: 3 clusters Score -9695503 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -9695551.000000 Penalty: 5619.834473
	Iteration 31Q: 3 clusters Score -9695551 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9695581.000000 Penalty: 5619.834473
	Iteration 32Q: 3 clusters Score -9695581 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -9695590.000000 Penalty: 5619.834473
	Iteration 33Q: 3 clusters Score -9695590 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -9695634.000000 Penalty: 5619.834473
	Iteration 34Q: 3 clusters Score -9695634 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -9695613.000000 Penalty: 5619.834473
	Iteration 35Q: 3 clusters Score -9695613 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -9695620.000000 Penalty: 5619.834473
	Iteration 36Q: 3 clusters Score -9695620 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -9695653.000000 Penalty: 5619.834473
	Iteration 37Q: 3 clusters Score -9695653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -9695675.000000 Penalty: 5619.834473
	Iteration 38Q: 3 clusters Score -9695675 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -9695677.000000 Penalty: 5619.834473
	Iteration 39Q: 3 clusters Score -9695677 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -9695723.000000 Penalty: 5619.834473
	Iteration 40F: 3 clusters Score -9695723 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -9695744.000000 Penalty: 5619.834473
	Iteration 41Q: 3 clusters Score -9695744 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -9695705.000000 Penalty: 5619.834473
	Iteration 42Q: 3 clusters Score -9695705 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -9695744.000000 Penalty: 5619.834473
	Iteration 43Q: 3 clusters Score -9695744 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -9695774.000000 Penalty: 5619.834473
	Iteration 44Q: 3 clusters Score -9695774 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -9695804.000000 Penalty: 5619.834473
	Iteration 45Q: 3 clusters Score -9695804 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -9695827.000000 Penalty: 5619.834473
	Iteration 46Q: 3 clusters Score -9695827 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -9695846.000000 Penalty: 5619.834473
	Iteration 47Q: 3 clusters Score -9695846 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -9695886.000000 Penalty: 5619.834473
	Iteration 48Q: 3 clusters Score -9695886 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -9695894.000000 Penalty: 5619.834473
	Iteration 49Q: 3 clusters Score -9695894 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -9695924.000000 Penalty: 5619.834473
	Iteration 50Q: 3 clusters Score -9695924 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -9695965.000000 Penalty: 5619.834473
	Iteration 51Q: 3 clusters Score -9695965 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -9696010.000000 Penalty: 5619.834473
	Iteration 52Q: 3 clusters Score -9696010 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -9696026.000000 Penalty: 5619.834473
	Iteration 53Q: 3 clusters Score -9696026 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -9696052.000000 Penalty: 5619.834473
	Iteration 54Q: 3 clusters Score -9696052 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -9696104.000000 Penalty: 5619.834473
	Iteration 55Q: 3 clusters Score -9696104 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -9696121.000000 Penalty: 5619.834473
	Iteration 56Q: 3 clusters Score -9696121 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -9696154.000000 Penalty: 5619.834473
	Iteration 57Q: 3 clusters Score -9696154 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -9696181.000000 Penalty: 5619.834473
	Iteration 58Q: 3 clusters Score -9696181 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -9696208.000000 Penalty: 5619.834473
	Iteration 59Q: 3 clusters Score -9696208 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -9696257.000000 Penalty: 5619.834473
	Iteration 60F: 3 clusters Score -9696257 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -9696298.000000 Penalty: 5619.834473
	Iteration 61Q: 3 clusters Score -9696298 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -9696361.000000 Penalty: 5619.834473
	Iteration 62Q: 3 clusters Score -9696361 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -9696448.000000 Penalty: 5619.834473
	Iteration 63Q: 3 clusters Score -9696448 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -9696512.000000 Penalty: 5619.834473
	Iteration 64Q: 3 clusters Score -9696512 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -9696590.000000 Penalty: 5619.834473
	Iteration 65Q: 3 clusters Score -9696590 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -9696637.000000 Penalty: 5619.834473
	Iteration 66Q: 3 clusters Score -9696637 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -9696718.000000 Penalty: 5619.834473
	Iteration 67Q: 3 clusters Score -9696718 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -9696848.000000 Penalty: 5619.834473
	Iteration 68Q: 3 clusters Score -9696848 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -9696959.000000 Penalty: 5619.834473
	Iteration 69Q: 3 clusters Score -9696959 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -9697053.000000 Penalty: 5619.834473
	Iteration 70Q: 3 clusters Score -9697053 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -9697164.000000 Penalty: 5619.834473
	Iteration 71Q: 3 clusters Score -9697164 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -9697235.000000 Penalty: 5619.834473
	Iteration 72Q: 3 clusters Score -9697235 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -9697331.000000 Penalty: 5619.834473
	Iteration 73Q: 3 clusters Score -9697331 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -9697472.000000 Penalty: 5619.834473
	Iteration 74Q: 3 clusters Score -9697472 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -9697559.000000 Penalty: 5619.834473
	Iteration 75Q: 3 clusters Score -9697559 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -9697635.000000 Penalty: 5619.834473
	Iteration 76Q: 3 clusters Score -9697635 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -9697768.000000 Penalty: 5619.834473
	Iteration 77Q: 3 clusters Score -9697768 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -9697917.000000 Penalty: 5619.834473
	Iteration 78Q: 3 clusters Score -9697917 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -9698046.000000 Penalty: 5619.834473
	Iteration 79Q: 3 clusters Score -9698046 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -9698158.000000 Penalty: 5619.834473
	Iteration 80F: 3 clusters Score -9698158 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -9698243.000000 Penalty: 5619.834473
	Iteration 81Q: 3 clusters Score -9698243 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -9698335.000000 Penalty: 5619.834473
	Iteration 82Q: 3 clusters Score -9698335 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -9698413.000000 Penalty: 5619.834473
	Iteration 83Q: 3 clusters Score -9698413 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -9698491.000000 Penalty: 5619.834473
	Iteration 84Q: 3 clusters Score -9698491 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9698546 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -9698595.000000 Penalty: 5619.834473
	Iteration 86Q: 3 clusters Score -9698595 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -9698648.000000 Penalty: 5619.834473
	Iteration 87Q: 3 clusters Score -9698648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9698704.000000 Penalty: 5619.834473
	Iteration 88Q: 3 clusters Score -9698704 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -9698762.000000 Penalty: 5619.834473
	Iteration 89Q: 3 clusters Score -9698762 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9698825.000000 Penalty: 5619.834473
	Iteration 90Q: 3 clusters Score -9698825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9698839.000000 Penalty: 5619.834473
	Iteration 91Q: 3 clusters Score -9698839 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -9698879.000000 Penalty: 5619.834473
	Iteration 92Q: 3 clusters Score -9698879 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9698913.000000 Penalty: 5619.834473
	Iteration 93Q: 3 clusters Score -9698913 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9698947.000000 Penalty: 5619.834473
	Iteration 94Q: 3 clusters Score -9698947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9698991.000000 Penalty: 5619.834473
	Iteration 95Q: 3 clusters Score -9698991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9699023.000000 Penalty: 5619.834473
	Iteration 96Q: 3 clusters Score -9699023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9699043.000000 Penalty: 5619.834473
	Iteration 97Q: 3 clusters Score -9699043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9699041.000000 Penalty: 5619.834473
	Iteration 98Q: 3 clusters Score -9699041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9699061.000000 Penalty: 5619.834473
	Iteration 99Q: 3 clusters Score -9699061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9699080.000000 Penalty: 5619.834473
	Iteration 100F: 3 clusters Score -9699080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9699090.000000 Penalty: 5619.834473
	Iteration 101Q: 3 clusters Score -9699090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9699095.000000 Penalty: 5619.834473
	Iteration 102Q: 3 clusters Score -9699095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9699115.000000 Penalty: 5619.834473
	Iteration 103Q: 3 clusters Score -9699115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9699119.000000 Penalty: 5619.834473
	Iteration 104Q: 3 clusters Score -9699119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9699117.000000 Penalty: 5619.834473
	Iteration 105Q: 3 clusters Score -9699117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9699129.000000 Penalty: 5619.834473
	Iteration 106Q: 3 clusters Score -9699129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9699128.000000 Penalty: 5619.834473
	Iteration 107Q: 3 clusters Score -9699128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -9699157.000000 Penalty: 5619.834473
	Iteration 108Q: 3 clusters Score -9699157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9699163.000000 Penalty: 5619.834473
	Iteration 109Q: 3 clusters Score -9699163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9699169.000000 Penalty: 5619.834473
	Iteration 110Q: 3 clusters Score -9699169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9699181.000000 Penalty: 5619.834473
	Iteration 111Q: 3 clusters Score -9699181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9699182.000000 Penalty: 5619.834473
	Iteration 112Q: 3 clusters Score -9699182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9699182.000000 Penalty: 5619.834473
	Iteration 113Q: 3 clusters Score -9699182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9699192.000000 Penalty: 5619.834473
	Iteration 114Q: 3 clusters Score -9699192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9699187.000000 Penalty: 5619.834473
	Iteration 115Q: 3 clusters Score -9699187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9699194.000000 Penalty: 5619.834473
	Iteration 116Q: 3 clusters Score -9699194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9699191.000000 Penalty: 5619.834473
	Iteration 117Q: 3 clusters Score -9699191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9699194.000000 Penalty: 5619.834473
	Iteration 118Q: 3 clusters Score -9699194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9699194.000000 Penalty: 5619.834473
	Iteration 119Q: 3 clusters Score -9699194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9699188.000000 Penalty: 5619.834473
	Iteration 120F: 3 clusters Score -9699188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9699175.000000 Penalty: 5619.834473
	Iteration 121Q: 3 clusters Score -9699175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9699182.000000 Penalty: 5619.834473
	Iteration 122Q: 3 clusters Score -9699182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9699180.000000 Penalty: 5619.834473
	Iteration 123Q: 3 clusters Score -9699180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9699186.000000 Penalty: 5619.834473
	Iteration 124Q: 3 clusters Score -9699186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9699180.000000 Penalty: 5619.834473
	Iteration 125Q: 3 clusters Score -9699180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9699183.000000 Penalty: 5619.834473
	Iteration 126Q: 3 clusters Score -9699183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9699190.000000 Penalty: 5619.834473
	Iteration 127Q: 3 clusters Score -9699190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9699178.000000 Penalty: 5619.834473
	Iteration 128Q: 3 clusters Score -9699178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9699201.000000 Penalty: 5619.834473
	Iteration 129Q: 3 clusters Score -9699201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9699196.000000 Penalty: 5619.834473
	Iteration 130Q: 3 clusters Score -9699196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9699202.000000 Penalty: 5619.834473
	Iteration 131Q: 3 clusters Score -9699202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9699200.000000 Penalty: 5619.834473
	Iteration 132Q: 3 clusters Score -9699200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9699196.000000 Penalty: 5619.834473
	Iteration 133Q: 3 clusters Score -9699196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9699213.000000 Penalty: 5619.834473
	Iteration 134Q: 3 clusters Score -9699213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9699216.000000 Penalty: 5619.834473
	Iteration 135Q: 3 clusters Score -9699216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9699217.000000 Penalty: 5619.834473
	Iteration 136Q: 3 clusters Score -9699217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9699221.000000 Penalty: 5619.834473
	Iteration 137Q: 3 clusters Score -9699221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9699231.000000 Penalty: 5619.834473
	Iteration 138Q: 3 clusters Score -9699231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9699217.000000 Penalty: 5619.834473
	Iteration 139Q: 3 clusters Score -9699217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9699221.000000 Penalty: 5619.834473
	Iteration 140F: 3 clusters Score -9699221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9699217.000000 Penalty: 5619.834473
	Iteration 141Q: 3 clusters Score -9699217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9699213.000000 Penalty: 5619.834473
	Iteration 142Q: 3 clusters Score -9699213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9699216.000000 Penalty: 5619.834473
	Iteration 143Q: 3 clusters Score -9699216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9699220.000000 Penalty: 5619.834473
	Iteration 144Q: 3 clusters Score -9699220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9699223.000000 Penalty: 5619.834473
	Iteration 145Q: 3 clusters Score -9699223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9699232.000000 Penalty: 5619.834473
	Iteration 146Q: 3 clusters Score -9699232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9699227.000000 Penalty: 5619.834473
	Iteration 147Q: 3 clusters Score -9699227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9699228.000000 Penalty: 5619.834473
	Iteration 148Q: 3 clusters Score -9699228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9699223.000000 Penalty: 5619.834473
	Iteration 149Q: 3 clusters Score -9699223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9699221.000000 Penalty: 5619.834473
	Iteration 150Q: 3 clusters Score -9699221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9699221.000000 Penalty: 5619.834473
	Iteration 151Q: 3 clusters Score -9699221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9699222.000000 Penalty: 5619.834473
	Iteration 152Q: 3 clusters Score -9699222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9699223.000000 Penalty: 5619.834473
	Iteration 153Q: 3 clusters Score -9699223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9699223.000000 Penalty: 5619.834473
	Iteration 154F: 3 clusters Score -9699223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 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 462 members 
Entering Unmasked Estep 
Score: -84935.312500 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -84935.31 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85267.250000 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85267.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85414.335938 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85414.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85499.593750 Penalty: 3362.277344
	Iteration 3Q: 3 clusters Score -85499.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85584.875000 Penalty: 3362.277344
	Iteration 4Q: 3 clusters Score -85584.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85623.898438 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -85623.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85657.125000 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -85657.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85710.671875 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -85710.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85794.117188 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -85794.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85855.937500 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -85855.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85926.250000 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -85926.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86031.890625 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -86031.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86127.578125 Penalty: 3362.277344
	Iteration 12Q: 3 clusters Score -86127.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86186.421875 Penalty: 3362.277344
	Iteration 13Q: 3 clusters Score -86186.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86243.328125 Penalty: 3362.277344
	Iteration 14Q: 3 clusters Score -86243.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86304.757812 Penalty: 3362.277344
	Iteration 15Q: 3 clusters Score -86304.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86389.109375 Penalty: 3362.277344
	Iteration 16Q: 3 clusters Score -86389.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86465.679688 Penalty: 3362.277344
	Iteration 17Q: 3 clusters Score -86465.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86581.304688 Penalty: 3362.277344
	Iteration 18Q: 3 clusters Score -86581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86596.953125 Penalty: 3362.277344
	Iteration 19Q: 3 clusters Score -86596.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86603.304688 Penalty: 3362.277344
	Iteration 20F: 3 clusters Score -86603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86606.585938 Penalty: 3362.277344
	Iteration 21Q: 3 clusters Score -86606.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86607.960938 Penalty: 3362.277344
	Iteration 22Q: 3 clusters Score -86607.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86607.960938 Penalty: 3362.277344
	Iteration 23F: 3 clusters Score -86607.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -260520.828125 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -260520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257760.687500 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -257760.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258272.265625 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -258272.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -258407.578125 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -258407.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -258476.906250 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -258476.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -258521.250000 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -258521.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -258551.046875 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -258551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -258583.171875 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -258583.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -258612.859375 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -258612.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -258634.312500 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -258634.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -258654.125000 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -258654.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -258668.515625 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -258668.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -258677.156250 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -258677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -258687.625000 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -258687.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -258694.875000 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -258694.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -258704.031250 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -258704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -258716.718750 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -258716.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -258732.718750 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -258732.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -258744.484375 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -258744.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -258751.484375 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -258751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -258761.250000 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -258761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -258769.203125 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -258769.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -258778.234375 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -258778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -258787.875000 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -258787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -258791.828125 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -258791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -258796.468750 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -258796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -258802.703125 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -258802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -258812.296875 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -258812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -258815.031250 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -258815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -258817.109375 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -258817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -258819.218750 Penalty: 3830.228516
	Iteration 29Q: 3 clusters Score -258819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -258821.359375 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -258821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -258823.578125 Penalty: 3830.228516
	Iteration 31Q: 3 clusters Score -258823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258826.156250 Penalty: 3830.228516
	Iteration 32Q: 3 clusters Score -258826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -258828.859375 Penalty: 3830.228516
	Iteration 33Q: 3 clusters Score -258828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -258831.984375 Penalty: 3830.228516
	Iteration 34Q: 3 clusters Score -258832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -258835.093750 Penalty: 3830.228516
	Iteration 35Q: 3 clusters Score -258835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -258835.093750 Penalty: 3830.228516
	Iteration 36F: 3 clusters Score -258835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -285185.750000 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -285185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -282216.937500 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -282216.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -282809.156250 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -282809.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -282958.718750 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -282958.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283057.875000 Penalty: 3889.380615
	Iteration 3Q: 3 clusters Score -283057.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283146.218750 Penalty: 3889.380615
	Iteration 4Q: 3 clusters Score -283146.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283224.718750 Penalty: 3889.380615
	Iteration 5Q: 3 clusters Score -283224.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283333.000000 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -283333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -283475.937500 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -283475.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -283574.812500 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -283574.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283663.625000 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -283663.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -283753.625000 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -283753.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -283823.656250 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -283823.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283896.468750 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -283896.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283996.187500 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -283996.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -284091.093750 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -284091.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284202.031250 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -284202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -284291.906250 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -284291.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -284348.656250 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -284348.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -284390.562500 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -284390.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -284430.718750 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -284430.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -284475.406250 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -284475.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -284517.218750 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -284517.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284554.875000 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -284554.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284589.812500 Penalty: 3889.380615
	Iteration 23Q: 3 clusters Score -284589.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -284617.187500 Penalty: 3889.380615
	Iteration 24Q: 3 clusters Score -284617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -284633.593750 Penalty: 3889.380615
	Iteration 25Q: 3 clusters Score -284633.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -284643.343750 Penalty: 3889.380615
	Iteration 26Q: 3 clusters Score -284643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284651.281250 Penalty: 3889.380615
	Iteration 27Q: 3 clusters Score -284651.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284658.187500 Penalty: 3889.380615
	Iteration 28Q: 3 clusters Score -284658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -284663.875000 Penalty: 3889.380615
	Iteration 29Q: 3 clusters Score -284663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -284666.593750 Penalty: 3889.380615
	Iteration 30Q: 3 clusters Score -284666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -284666.593750 Penalty: 3889.380615
	Iteration 31F: 3 clusters Score -284666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Entering Unmasked Estep 
Score: -8460823.000000 Penalty: 2781.478027
	Iteration 0F: 2 clusters Score -8460823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -8411092.000000 Penalty: 5562.956055
	Iteration 0F: 3 clusters Score -8411092 nChanged 34787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -8430531.000000 Penalty: 5562.956055
	Iteration 1F: 3 clusters Score -8430531 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -8431048.000000 Penalty: 5562.956055
	Iteration 2Q: 3 clusters Score -8431048 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -8431517.000000 Penalty: 5562.956055
	Iteration 3Q: 3 clusters Score -8431517 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8432009.000000 Penalty: 5562.956055
	Iteration 4Q: 3 clusters Score -8432009 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -8432573.000000 Penalty: 5562.956055
	Iteration 5Q: 3 clusters Score -8432573 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -8433353.000000 Penalty: 5562.956055
	Iteration 6Q: 3 clusters Score -8433353 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8434655.000000 Penalty: 5562.956055
	Iteration 7Q: 3 clusters Score -8434655 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -8436891.000000 Penalty: 5562.956055
	Iteration 8F: 3 clusters Score -8436891 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -8440637.000000 Penalty: 5562.956055
	Iteration 9F: 3 clusters Score -8440637 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8445926.000000 Penalty: 5562.956055
	Iteration 10F: 3 clusters Score -8445926 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -8451558.000000 Penalty: 5562.956055
	Iteration 11F: 3 clusters Score -8451558 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -8455553.000000 Penalty: 5562.956055
	Iteration 12F: 3 clusters Score -8455553 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -8457338.000000 Penalty: 5562.956055
	Iteration 13Q: 3 clusters Score -8457338 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -8457892.000000 Penalty: 5562.956055
	Iteration 14Q: 3 clusters Score -8457892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -8458115.000000 Penalty: 5562.956055
	Iteration 15Q: 3 clusters Score -8458115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -8458202.000000 Penalty: 5562.956055
	Iteration 16Q: 3 clusters Score -8458202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -8458245.000000 Penalty: 5562.956055
	Iteration 17Q: 3 clusters Score -8458245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -8458254.000000 Penalty: 5562.956055
	Iteration 18Q: 3 clusters Score -8458254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -8458261.000000 Penalty: 5562.956055
	Iteration 19Q: 3 clusters Score -8458261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -8458265.000000 Penalty: 5562.956055
	Iteration 20F: 3 clusters Score -8458265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -8458276.000000 Penalty: 5562.956055
	Iteration 21Q: 3 clusters Score -8458276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -8458285.000000 Penalty: 5562.956055
	Iteration 22Q: 3 clusters Score -8458285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -8458302.000000 Penalty: 5562.956055
	Iteration 23Q: 3 clusters Score -8458302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -8458300.000000 Penalty: 5562.956055
	Iteration 24Q: 3 clusters Score -8458300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -8458309.000000 Penalty: 5562.956055
	Iteration 25Q: 3 clusters Score -8458309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -8458309.000000 Penalty: 5562.956055
	Iteration 26F: 3 clusters Score -8458309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Entering Unmasked Estep 
Score: -3067402.250000 Penalty: 2519.696289
	Iteration 0F: 2 clusters Score -3067402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3049396.000000 Penalty: 5039.392578
	Iteration 0F: 3 clusters Score -3049396 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3056037.500000 Penalty: 5039.392578
	Iteration 1F: 3 clusters Score -3056038 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3056734.000000 Penalty: 5039.392578
	Iteration 2F: 3 clusters Score -3056734 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3057473.500000 Penalty: 5039.392578
	Iteration 3F: 3 clusters Score -3057474 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3058296.750000 Penalty: 5039.392578
	Iteration 4F: 3 clusters Score -3058297 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3059309.500000 Penalty: 5039.392578
	Iteration 5F: 3 clusters Score -3059310 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3060537.750000 Penalty: 5039.392578
	Iteration 6F: 3 clusters Score -3060538 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3061805.250000 Penalty: 5039.392578
	Iteration 7F: 3 clusters Score -3061805 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3062961.750000 Penalty: 5039.392578
	Iteration 8F: 3 clusters Score -3062962 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3063789.750000 Penalty: 5039.392578
	Iteration 9Q: 3 clusters Score -3063790 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3064213.750000 Penalty: 5039.392578
	Iteration 10Q: 3 clusters Score -3064214 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3064437.500000 Penalty: 5039.392578
	Iteration 11Q: 3 clusters Score -3064438 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3064570.750000 Penalty: 5039.392578
	Iteration 12Q: 3 clusters Score -3064571 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3064675.500000 Penalty: 5039.392578
	Iteration 13Q: 3 clusters Score -3064676 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3064763.500000 Penalty: 5039.392578
	Iteration 14Q: 3 clusters Score -3064764 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3064824.250000 Penalty: 5039.392578
	Iteration 15Q: 3 clusters Score -3064824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3064886.750000 Penalty: 5039.392578
	Iteration 16Q: 3 clusters Score -3064887 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3064956.000000 Penalty: 5039.392578
	Iteration 17Q: 3 clusters Score -3064956 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3064994.500000 Penalty: 5039.392578
	Iteration 18Q: 3 clusters Score -3064994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3065035.250000 Penalty: 5039.392578
	Iteration 19Q: 3 clusters Score -3065035 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3065078.000000 Penalty: 5039.392578
	Iteration 20F: 3 clusters Score -3065078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3065119.250000 Penalty: 5039.392578
	Iteration 21Q: 3 clusters Score -3065119 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3065152.500000 Penalty: 5039.392578
	Iteration 22Q: 3 clusters Score -3065152 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3065178.250000 Penalty: 5039.392578
	Iteration 23Q: 3 clusters Score -3065178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3065206.500000 Penalty: 5039.392578
	Iteration 24Q: 3 clusters Score -3065206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3065246.000000 Penalty: 5039.392578
	Iteration 25Q: 3 clusters Score -3065246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3065276.250000 Penalty: 5039.392578
	Iteration 26Q: 3 clusters Score -3065276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3065310.000000 Penalty: 5039.392578
	Iteration 27Q: 3 clusters Score -3065310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3065319.750000 Penalty: 5039.392578
	Iteration 28Q: 3 clusters Score -3065320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3065334.500000 Penalty: 5039.392578
	Iteration 29Q: 3 clusters Score -3065334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3065364.750000 Penalty: 5039.392578
	Iteration 30Q: 3 clusters Score -3065365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3065373.500000 Penalty: 5039.392578
	Iteration 31Q: 3 clusters Score -3065374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3065384.750000 Penalty: 5039.392578
	Iteration 32Q: 3 clusters Score -3065385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3065395.500000 Penalty: 5039.392578
	Iteration 33Q: 3 clusters Score -3065396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3065408.000000 Penalty: 5039.392578
	Iteration 34Q: 3 clusters Score -3065408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3065419.000000 Penalty: 5039.392578
	Iteration 35Q: 3 clusters Score -3065419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3065438.250000 Penalty: 5039.392578
	Iteration 36Q: 3 clusters Score -3065438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3065453.250000 Penalty: 5039.392578
	Iteration 37Q: 3 clusters Score -3065453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3065473.500000 Penalty: 5039.392578
	Iteration 38Q: 3 clusters Score -3065474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3065479.500000 Penalty: 5039.392578
	Iteration 39Q: 3 clusters Score -3065480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3065494.750000 Penalty: 5039.392578
	Iteration 40F: 3 clusters Score -3065495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3065505.250000 Penalty: 5039.392578
	Iteration 41Q: 3 clusters Score -3065505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3065509.750000 Penalty: 5039.392578
	Iteration 42Q: 3 clusters Score -3065510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3065520.500000 Penalty: 5039.392578
	Iteration 43Q: 3 clusters Score -3065520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3065531.500000 Penalty: 5039.392578
	Iteration 44Q: 3 clusters Score -3065532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3065545.000000 Penalty: 5039.392578
	Iteration 45Q: 3 clusters Score -3065545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3065540.250000 Penalty: 5039.392578
	Iteration 46Q: 3 clusters Score -3065540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3065555.000000 Penalty: 5039.392578
	Iteration 47Q: 3 clusters Score -3065555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3065558.500000 Penalty: 5039.392578
	Iteration 48Q: 3 clusters Score -3065558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3065568.750000 Penalty: 5039.392578
	Iteration 49Q: 3 clusters Score -3065569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3065585.000000 Penalty: 5039.392578
	Iteration 50Q: 3 clusters Score -3065585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3065589.500000 Penalty: 5039.392578
	Iteration 51Q: 3 clusters Score -3065590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3065594.750000 Penalty: 5039.392578
	Iteration 52Q: 3 clusters Score -3065595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3065600.750000 Penalty: 5039.392578
	Iteration 53Q: 3 clusters Score -3065601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3065603.250000 Penalty: 5039.392578
	Iteration 54Q: 3 clusters Score -3065603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3065605.750000 Penalty: 5039.392578
	Iteration 55Q: 3 clusters Score -3065606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3065610.750000 Penalty: 5039.392578
	Iteration 56Q: 3 clusters Score -3065611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3065612.500000 Penalty: 5039.392578
	Iteration 57Q: 3 clusters Score -3065612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3065611.000000 Penalty: 5039.392578
	Iteration 58Q: 3 clusters Score -3065611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3065617.500000 Penalty: 5039.392578
	Iteration 59Q: 3 clusters Score -3065618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3065629.500000 Penalty: 5039.392578
	Iteration 60F: 3 clusters Score -3065630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3065635.250000 Penalty: 5039.392578
	Iteration 61Q: 3 clusters Score -3065635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3065635.750000 Penalty: 5039.392578
	Iteration 62Q: 3 clusters Score -3065636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3065634.500000 Penalty: 5039.392578
	Iteration 63Q: 3 clusters Score -3065634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3065636.750000 Penalty: 5039.392578
	Iteration 64Q: 3 clusters Score -3065637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3065636.750000 Penalty: 5039.392578
	Iteration 65F: 3 clusters Score -3065637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149748.312500 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149748.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -150222.953125 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150498.328125 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -150498.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -150800.890625 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -150800.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -151264.906250 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -151264.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151995.046875 Penalty: 3575.098633
	Iteration 5F: 3 clusters Score -151995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152251.031250 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -152251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152298.718750 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -152298.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -152323.296875 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -152323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -152338.921875 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -152338.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -152354.437500 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -152354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -152361.671875 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -152361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -152363.984375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -152364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -152363.984375 Penalty: 3575.098633
	Iteration 13F: 3 clusters Score -152364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92191 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53989 members 
Mstep: Class 8 contains 242982 members 
Mstep: Class 9 contains 194286 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177114 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39129 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74283 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215714 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 236087 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 1038 members 
Entering Unmasked Estep 
Score: -183974384.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183976736.000000 to -183974384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -104228.117188 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -104228.1 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 466 members 
Entering Unmasked Estep 
Score: -102354.406250 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -102354.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102601.820312 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -102601.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102666.312500 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -102666.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102697.500000 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -102697.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102718.015625 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -102718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102731.250000 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -102731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102734.718750 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -102734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102736.398438 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -102736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102738.382812 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -102738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102740.601562 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -102740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102743.796875 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -102743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102747.093750 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -102747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102747.757812 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -102747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102747.757812 Penalty: 3384.349854
	Iteration 13F: 3 clusters Score -102747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (215714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215714 members 
Entering Unmasked Estep 
Score: -25399594.000000 Penalty: 3045.863770
	Iteration 0F: 2 clusters Score -2.539959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 107338 members 
Entering Unmasked Estep 
Score: -25262506.000000 Penalty: 6091.727539
	Iteration 0F: 3 clusters Score -2.526251e+07 nChanged 104047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116059 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -25325064.000000 Penalty: 6091.727539
	Iteration 1F: 3 clusters Score -2.532506e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -25327532.000000 Penalty: 6091.727539
	Iteration 2Q: 3 clusters Score -2.532753e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -25330978.000000 Penalty: 6091.727539
	Iteration 3Q: 3 clusters Score -2.533098e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -25336878.000000 Penalty: 6091.727539
	Iteration 4F: 3 clusters Score -2.533688e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -25346590.000000 Penalty: 6091.727539
	Iteration 5F: 3 clusters Score -2.534659e+07 nChanged 16683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -25359910.000000 Penalty: 6091.727539
	Iteration 6F: 3 clusters Score -2.535991e+07 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -25373902.000000 Penalty: 6091.727539
	Iteration 7F: 3 clusters Score -2.53739e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195277 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -25384786.000000 Penalty: 6091.727539
	Iteration 8F: 3 clusters Score -2.538479e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -25391136.000000 Penalty: 6091.727539
	Iteration 9Q: 3 clusters Score -2.539114e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208992 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -25394312.000000 Penalty: 6091.727539
	Iteration 10Q: 3 clusters Score -2.539431e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211456 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -25396058.000000 Penalty: 6091.727539
	Iteration 11Q: 3 clusters Score -2.539606e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212600 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -25396840.000000 Penalty: 6091.727539
	Iteration 12Q: 3 clusters Score -2.539684e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213113 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -25397238.000000 Penalty: 6091.727539
	Iteration 13Q: 3 clusters Score -2.539724e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213385 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -25397462.000000 Penalty: 6091.727539
	Iteration 14Q: 3 clusters Score -2.539746e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213508 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25397558.000000 Penalty: 6091.727539
	Iteration 15Q: 3 clusters Score -2.539756e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213568 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -25397642.000000 Penalty: 6091.727539
	Iteration 16Q: 3 clusters Score -2.539764e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213633 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -25397678.000000 Penalty: 6091.727539
	Iteration 17Q: 3 clusters Score -2.539768e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213683 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -25397672.000000 Penalty: 6091.727539
	Iteration 18Q: 3 clusters Score -2.539767e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213703 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -25397716.000000 Penalty: 6091.727539
	Iteration 19Q: 3 clusters Score -2.539772e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213716 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -25397746.000000 Penalty: 6091.727539
	Iteration 20F: 3 clusters Score -2.539775e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213732 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -25397778.000000 Penalty: 6091.727539
	Iteration 21Q: 3 clusters Score -2.539778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213744 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25397790.000000 Penalty: 6091.727539
	Iteration 22Q: 3 clusters Score -2.539779e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213743 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -25397800.000000 Penalty: 6091.727539
	Iteration 23Q: 3 clusters Score -2.53978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213749 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -25397834.000000 Penalty: 6091.727539
	Iteration 24Q: 3 clusters Score -2.539783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213761 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -25397826.000000 Penalty: 6091.727539
	Iteration 25Q: 3 clusters Score -2.539783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213769 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -25397842.000000 Penalty: 6091.727539
	Iteration 26Q: 3 clusters Score -2.539784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213773 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -25397858.000000 Penalty: 6091.727539
	Iteration 27Q: 3 clusters Score -2.539786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213780 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -25397840.000000 Penalty: 6091.727539
	Iteration 28Q: 3 clusters Score -2.539784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213787 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -25397832.000000 Penalty: 6091.727539
	Iteration 29Q: 3 clusters Score -2.539783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213783 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -25397838.000000 Penalty: 6091.727539
	Iteration 30Q: 3 clusters Score -2.539784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213778 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -25397848.000000 Penalty: 6091.727539
	Iteration 31Q: 3 clusters Score -2.539785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213772 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -25397900.000000 Penalty: 6091.727539
	Iteration 32Q: 3 clusters Score -2.53979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213764 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -25397876.000000 Penalty: 6091.727539
	Iteration 33Q: 3 clusters Score -2.539788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213765 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -25397884.000000 Penalty: 6091.727539
	Iteration 34Q: 3 clusters Score -2.539788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213767 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -25397892.000000 Penalty: 6091.727539
	Iteration 35Q: 3 clusters Score -2.539789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -25397888.000000 Penalty: 6091.727539
	Iteration 36Q: 3 clusters Score -2.539789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213769 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -25397890.000000 Penalty: 6091.727539
	Iteration 37Q: 3 clusters Score -2.539789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -25397896.000000 Penalty: 6091.727539
	Iteration 38Q: 3 clusters Score -2.53979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213771 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -25397896.000000 Penalty: 6091.727539
	Iteration 39Q: 3 clusters Score -2.53979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213772 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -25397880.000000 Penalty: 6091.727539
	Iteration 40F: 3 clusters Score -2.539788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213770 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25397882.000000 Penalty: 6091.727539
	Iteration 41Q: 3 clusters Score -2.539788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213770 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -25397894.000000 Penalty: 6091.727539
	Iteration 42Q: 3 clusters Score -2.539789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213769 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -25397886.000000 Penalty: 6091.727539
	Iteration 43Q: 3 clusters Score -2.539789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213771 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -25397886.000000 Penalty: 6091.727539
	Iteration 44Q: 3 clusters Score -2.539789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213772 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -25397894.000000 Penalty: 6091.727539
	Iteration 45Q: 3 clusters Score -2.539789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213774 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -25397894.000000 Penalty: 6091.727539
	Iteration 46Q: 3 clusters Score -2.539789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213773 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -25397904.000000 Penalty: 6091.727539
	Iteration 47Q: 3 clusters Score -2.53979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213773 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -25397896.000000 Penalty: 6091.727539
	Iteration 48Q: 3 clusters Score -2.53979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213776 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -25397898.000000 Penalty: 6091.727539
	Iteration 49Q: 3 clusters Score -2.53979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213774 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -25397910.000000 Penalty: 6091.727539
	Iteration 50Q: 3 clusters Score -2.539791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213775 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -25397910.000000 Penalty: 6091.727539
	Iteration 51Q: 3 clusters Score -2.539791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213775 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -25397910.000000 Penalty: 6091.727539
	Iteration 52F: 3 clusters Score -2.539791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -130998.015625 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128995.109375 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -128995.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129296.039062 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129361.179688 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -129361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129392.453125 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -129392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129417.828125 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -129417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129432.382812 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -129432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129435.945312 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -129435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -129445.109375 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -129445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129452.125000 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -129452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129456.882812 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -129456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -129460.750000 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -129460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -129464.429688 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -129464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129468.203125 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -129468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129471.414062 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -129471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129472.804688 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -129472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129473.828125 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -129473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129473.828125 Penalty: 3501.996338
	Iteration 16F: 3 clusters Score -129473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Entering Unmasked Estep 
Score: -1459561.750000 Penalty: 2355.466309
	Iteration 0F: 2 clusters Score -1459562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1449704.625000 Penalty: 4710.932617
	Iteration 0F: 3 clusters Score -1449705 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1453010.875000 Penalty: 4710.932617
	Iteration 1F: 3 clusters Score -1453011 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1453642.500000 Penalty: 4710.932617
	Iteration 2F: 3 clusters Score -1453642 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1454159.250000 Penalty: 4710.932617
	Iteration 3F: 3 clusters Score -1454159 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1454567.500000 Penalty: 4710.932617
	Iteration 4F: 3 clusters Score -1454568 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1454953.625000 Penalty: 4710.932617
	Iteration 5F: 3 clusters Score -1454954 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1455350.250000 Penalty: 4710.932617
	Iteration 6F: 3 clusters Score -1455350 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1455752.750000 Penalty: 4710.932617
	Iteration 7Q: 3 clusters Score -1455753 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1456173.375000 Penalty: 4710.932617
	Iteration 8Q: 3 clusters Score -1456173 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1456595.875000 Penalty: 4710.932617
	Iteration 9Q: 3 clusters Score -1456596 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1457025.750000 Penalty: 4710.932617
	Iteration 10Q: 3 clusters Score -1457026 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1457395.875000 Penalty: 4710.932617
	Iteration 11Q: 3 clusters Score -1457396 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1457674.375000 Penalty: 4710.932617
	Iteration 12Q: 3 clusters Score -1457674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1457882.000000 Penalty: 4710.932617
	Iteration 13Q: 3 clusters Score -1457882 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1458047.375000 Penalty: 4710.932617
	Iteration 14Q: 3 clusters Score -1458047 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1458180.500000 Penalty: 4710.932617
	Iteration 15Q: 3 clusters Score -1458180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1458269.375000 Penalty: 4710.932617
	Iteration 16Q: 3 clusters Score -1458269 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1458349.750000 Penalty: 4710.932617
	Iteration 17Q: 3 clusters Score -1458350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1458400.375000 Penalty: 4710.932617
	Iteration 18Q: 3 clusters Score -1458400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1458439.750000 Penalty: 4710.932617
	Iteration 19Q: 3 clusters Score -1458440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1458460.500000 Penalty: 4710.932617
	Iteration 20F: 3 clusters Score -1458460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1458477.500000 Penalty: 4710.932617
	Iteration 21Q: 3 clusters Score -1458478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1458486.500000 Penalty: 4710.932617
	Iteration 22Q: 3 clusters Score -1458486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1458491.750000 Penalty: 4710.932617
	Iteration 23Q: 3 clusters Score -1458492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1458493.750000 Penalty: 4710.932617
	Iteration 24Q: 3 clusters Score -1458494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1458493.875000 Penalty: 4710.932617
	Iteration 25Q: 3 clusters Score -1458494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1458494.625000 Penalty: 4710.932617
	Iteration 26Q: 3 clusters Score -1458495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1458498.875000 Penalty: 4710.932617
	Iteration 27Q: 3 clusters Score -1458499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1458497.500000 Penalty: 4710.932617
	Iteration 28Q: 3 clusters Score -1458498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1458502.250000 Penalty: 4710.932617
	Iteration 29Q: 3 clusters Score -1458502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1458501.250000 Penalty: 4710.932617
	Iteration 30Q: 3 clusters Score -1458501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1458503.750000 Penalty: 4710.932617
	Iteration 31Q: 3 clusters Score -1458504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1458507.375000 Penalty: 4710.932617
	Iteration 32Q: 3 clusters Score -1458507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1458509.500000 Penalty: 4710.932617
	Iteration 33Q: 3 clusters Score -1458510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1458509.875000 Penalty: 4710.932617
	Iteration 34Q: 3 clusters Score -1458510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1458509.875000 Penalty: 4710.932617
	Iteration 35F: 3 clusters Score -1458510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (236087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236087 members 
Entering Unmasked Estep 
Score: -27739876.000000 Penalty: 3068.245117
	Iteration 0F: 2 clusters Score -2.773988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -27587684.000000 Penalty: 6136.490234
	Iteration 0F: 3 clusters Score -2.758768e+07 nChanged 114164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -27655444.000000 Penalty: 6136.490234
	Iteration 1F: 3 clusters Score -2.765544e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 120932 members 
Entering Unmasked Estep 
Score: -27656688.000000 Penalty: 6136.490234
	Iteration 2Q: 3 clusters Score -2.765669e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -27658412.000000 Penalty: 6136.490234
	Iteration 3Q: 3 clusters Score -2.765841e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -27660664.000000 Penalty: 6136.490234
	Iteration 4Q: 3 clusters Score -2.766066e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -27663676.000000 Penalty: 6136.490234
	Iteration 5Q: 3 clusters Score -2.766368e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -27667850.000000 Penalty: 6136.490234
	Iteration 6Q: 3 clusters Score -2.766785e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -27673816.000000 Penalty: 6136.490234
	Iteration 7Q: 3 clusters Score -2.767382e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -27682830.000000 Penalty: 6136.490234
	Iteration 8F: 3 clusters Score -2.768283e+07 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 170702 members 
Entering Unmasked Estep 
Score: -27694048.000000 Penalty: 6136.490234
	Iteration 9F: 3 clusters Score -2.769405e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -27706262.000000 Penalty: 6136.490234
	Iteration 10F: 3 clusters Score -2.770626e+07 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 201040 members 
Entering Unmasked Estep 
Score: -27716824.000000 Penalty: 6136.490234
	Iteration 11F: 3 clusters Score -2.771682e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 212471 members 
Entering Unmasked Estep 
Score: -27725104.000000 Penalty: 6136.490234
	Iteration 12Q: 3 clusters Score -2.77251e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 220641 members 
Entering Unmasked Estep 
Score: -27730538.000000 Penalty: 6136.490234
	Iteration 13Q: 3 clusters Score -2.773054e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 226099 members 
Entering Unmasked Estep 
Score: -27733972.000000 Penalty: 6136.490234
	Iteration 14Q: 3 clusters Score -2.773397e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 229510 members 
Entering Unmasked Estep 
Score: -27735832.000000 Penalty: 6136.490234
	Iteration 15Q: 3 clusters Score -2.773583e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 231531 members 
Entering Unmasked Estep 
Score: -27736734.000000 Penalty: 6136.490234
	Iteration 16Q: 3 clusters Score -2.773673e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 232685 members 
Entering Unmasked Estep 
Score: -27737190.000000 Penalty: 6136.490234
	Iteration 17Q: 3 clusters Score -2.773719e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 233376 members 
Entering Unmasked Estep 
Score: -27737476.000000 Penalty: 6136.490234
	Iteration 18Q: 3 clusters Score -2.773748e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 233806 members 
Entering Unmasked Estep 
Score: -27737656.000000 Penalty: 6136.490234
	Iteration 19Q: 3 clusters Score -2.773766e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 234110 members 
Entering Unmasked Estep 
Score: -27737686.000000 Penalty: 6136.490234
	Iteration 20F: 3 clusters Score -2.773769e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 234307 members 
Entering Unmasked Estep 
Score: -27737786.000000 Penalty: 6136.490234
	Iteration 21Q: 3 clusters Score -2.773779e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 234449 members 
Entering Unmasked Estep 
Score: -27737846.000000 Penalty: 6136.490234
	Iteration 22Q: 3 clusters Score -2.773785e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 234544 members 
Entering Unmasked Estep 
Score: -27737878.000000 Penalty: 6136.490234
	Iteration 23Q: 3 clusters Score -2.773788e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 234616 members 
Entering Unmasked Estep 
Score: -27737902.000000 Penalty: 6136.490234
	Iteration 24Q: 3 clusters Score -2.77379e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 234672 members 
Entering Unmasked Estep 
Score: -27737928.000000 Penalty: 6136.490234
	Iteration 25Q: 3 clusters Score -2.773793e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 234707 members 
Entering Unmasked Estep 
Score: -27737920.000000 Penalty: 6136.490234
	Iteration 26Q: 3 clusters Score -2.773792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 234732 members 
Entering Unmasked Estep 
Score: -27737914.000000 Penalty: 6136.490234
	Iteration 27Q: 3 clusters Score -2.773791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 234750 members 
Entering Unmasked Estep 
Score: -27737910.000000 Penalty: 6136.490234
	Iteration 28Q: 3 clusters Score -2.773791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 234761 members 
Entering Unmasked Estep 
Score: -27737906.000000 Penalty: 6136.490234
	Iteration 29Q: 3 clusters Score -2.773791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 234771 members 
Entering Unmasked Estep 
Score: -27737938.000000 Penalty: 6136.490234
	Iteration 30Q: 3 clusters Score -2.773794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 234782 members 
Entering Unmasked Estep 
Score: -27737954.000000 Penalty: 6136.490234
	Iteration 31Q: 3 clusters Score -2.773795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 234786 members 
Entering Unmasked Estep 
Score: -27737970.000000 Penalty: 6136.490234
	Iteration 32Q: 3 clusters Score -2.773797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 234796 members 
Entering Unmasked Estep 
Score: -27737962.000000 Penalty: 6136.490234
	Iteration 33Q: 3 clusters Score -2.773796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 234800 members 
Entering Unmasked Estep 
Score: -27737954.000000 Penalty: 6136.490234
	Iteration 34Q: 3 clusters Score -2.773795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 234807 members 
Entering Unmasked Estep 
Score: -27737958.000000 Penalty: 6136.490234
	Iteration 35Q: 3 clusters Score -2.773796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 234816 members 
Entering Unmasked Estep 
Score: -27737966.000000 Penalty: 6136.490234
	Iteration 36Q: 3 clusters Score -2.773797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 234822 members 
Entering Unmasked Estep 
Score: -27737958.000000 Penalty: 6136.490234
	Iteration 37Q: 3 clusters Score -2.773796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 234825 members 
Entering Unmasked Estep 
Score: -27737960.000000 Penalty: 6136.490234
	Iteration 38Q: 3 clusters Score -2.773796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 234826 members 
Entering Unmasked Estep 
Score: -27737976.000000 Penalty: 6136.490234
	Iteration 39Q: 3 clusters Score -2.773798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 234828 members 
Entering Unmasked Estep 
Score: -27737972.000000 Penalty: 6136.490234
	Iteration 40F: 3 clusters Score -2.773797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 234831 members 
Entering Unmasked Estep 
Score: -27737966.000000 Penalty: 6136.490234
	Iteration 41Q: 3 clusters Score -2.773797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 234833 members 
Entering Unmasked Estep 
Score: -27737976.000000 Penalty: 6136.490234
	Iteration 42Q: 3 clusters Score -2.773798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 234833 members 
Entering Unmasked Estep 
Score: -27737964.000000 Penalty: 6136.490234
	Iteration 43Q: 3 clusters Score -2.773796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 234834 members 
Entering Unmasked Estep 
Score: -27737980.000000 Penalty: 6136.490234
	Iteration 44Q: 3 clusters Score -2.773798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 234834 members 
Entering Unmasked Estep 
Score: -27737980.000000 Penalty: 6136.490234
	Iteration 45F: 3 clusters Score -2.773798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -51944.539062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -51944.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50419.175781 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -50419.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50656.671875 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -50656.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50732.406250 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -50732.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50782.792969 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -50782.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50882.941406 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -50882.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50962.496094 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -50962.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51043.660156 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -51043.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51072.394531 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -51072.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51107.347656 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -51107.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51132.890625 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -51132.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51175.734375 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -51175.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51198.808594 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -51198.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51227.003906 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -51227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51279.031250 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -51279.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51310.644531 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -51310.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51313.585938 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -51313.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51317.058594 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -51317.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -51317.058594 Penalty: 3083.436523
	Iteration 17F: 3 clusters Score -51317.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52647.566406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52647.57 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 254 members 
Entering Unmasked Estep 
Score: -51231.937500 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51231.94 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51577.816406 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51577.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51824.640625 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51824.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52034.968750 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -52034.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52221.941406 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -52221.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52380.535156 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -52380.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52447.613281 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -52447.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52474.757812 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -52474.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -52486.550781 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -52486.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52493.136719 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -52493.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52501.292969 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -52501.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52505.039062 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -52505.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52505.039062 Penalty: 3113.215088
	Iteration 12F: 3 clusters Score -52505.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60011.808594 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60011.81 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 285 members 
Entering Unmasked Estep 
Score: -58390.882812 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -58390.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58603.257812 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -58603.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58730.734375 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -58730.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58843.984375 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -58843.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58906.500000 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -58906.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58987.988281 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -58987.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59080.039062 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59080.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59144.332031 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59144.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59212.652344 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59212.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59279.902344 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59329.695312 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59383.820312 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59383.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59420.160156 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59420.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59431.972656 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -59431.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59437.714844 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -59437.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59438.187500 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -59438.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59438.187500 Penalty: 3189.140869
	Iteration 16F: 3 clusters Score -59438.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -578774.812500 Penalty: 2129.459961
	Iteration 0F: 2 clusters Score -578774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -573991.312500 Penalty: 4258.919922
	Iteration 0F: 3 clusters Score -573991.3 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -575163.000000 Penalty: 4258.919922
	Iteration 1F: 3 clusters Score -575163 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -575458.875000 Penalty: 4258.919922
	Iteration 2F: 3 clusters Score -575458.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -575694.375000 Penalty: 4258.919922
	Iteration 3F: 3 clusters Score -575694.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -575968.750000 Penalty: 4258.919922
	Iteration 4F: 3 clusters Score -575968.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -576361.187500 Penalty: 4258.919922
	Iteration 5F: 3 clusters Score -576361.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -576916.062500 Penalty: 4258.919922
	Iteration 6F: 3 clusters Score -576916.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -577458.875000 Penalty: 4258.919922
	Iteration 7F: 3 clusters Score -577458.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -577885.937500 Penalty: 4258.919922
	Iteration 8F: 3 clusters Score -577885.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -578142.562500 Penalty: 4258.919922
	Iteration 9Q: 3 clusters Score -578142.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -578285.625000 Penalty: 4258.919922
	Iteration 10Q: 3 clusters Score -578285.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -578372.062500 Penalty: 4258.919922
	Iteration 11Q: 3 clusters Score -578372.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -578420.625000 Penalty: 4258.919922
	Iteration 12Q: 3 clusters Score -578420.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -578448.312500 Penalty: 4258.919922
	Iteration 13Q: 3 clusters Score -578448.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -578460.875000 Penalty: 4258.919922
	Iteration 14Q: 3 clusters Score -578460.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -578473.625000 Penalty: 4258.919922
	Iteration 15Q: 3 clusters Score -578473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -578477.687500 Penalty: 4258.919922
	Iteration 16Q: 3 clusters Score -578477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -578483.062500 Penalty: 4258.919922
	Iteration 17Q: 3 clusters Score -578483.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -578486.500000 Penalty: 4258.919922
	Iteration 18Q: 3 clusters Score -578486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -578490.187500 Penalty: 4258.919922
	Iteration 19Q: 3 clusters Score -578490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -578509.375000 Penalty: 4258.919922
	Iteration 20F: 3 clusters Score -578509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -578520.812500 Penalty: 4258.919922
	Iteration 21Q: 3 clusters Score -578520.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -578529.125000 Penalty: 4258.919922
	Iteration 22Q: 3 clusters Score -578529.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -578544.500000 Penalty: 4258.919922
	Iteration 23Q: 3 clusters Score -578544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -578559.500000 Penalty: 4258.919922
	Iteration 24Q: 3 clusters Score -578559.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -578571.000000 Penalty: 4258.919922
	Iteration 25Q: 3 clusters Score -578571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -578583.375000 Penalty: 4258.919922
	Iteration 26Q: 3 clusters Score -578583.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -578592.812500 Penalty: 4258.919922
	Iteration 27Q: 3 clusters Score -578592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -578597.125000 Penalty: 4258.919922
	Iteration 28Q: 3 clusters Score -578597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578598.750000 Penalty: 4258.919922
	Iteration 29Q: 3 clusters Score -578598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -578600.812500 Penalty: 4258.919922
	Iteration 30Q: 3 clusters Score -578600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -578603.062500 Penalty: 4258.919922
	Iteration 31Q: 3 clusters Score -578603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -578605.250000 Penalty: 4258.919922
	Iteration 32Q: 3 clusters Score -578605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -578605.000000 Penalty: 4258.919922
	Iteration 33Q: 3 clusters Score -578605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -578607.125000 Penalty: 4258.919922
	Iteration 34Q: 3 clusters Score -578607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -578608.687500 Penalty: 4258.919922
	Iteration 35Q: 3 clusters Score -578608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -578610.937500 Penalty: 4258.919922
	Iteration 36Q: 3 clusters Score -578610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -578614.750000 Penalty: 4258.919922
	Iteration 37Q: 3 clusters Score -578614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -578617.875000 Penalty: 4258.919922
	Iteration 38Q: 3 clusters Score -578617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -578618.687500 Penalty: 4258.919922
	Iteration 39Q: 3 clusters Score -578618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -578619.000000 Penalty: 4258.919922
	Iteration 40F: 3 clusters Score -578619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92191 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53989 members 
Mstep: Class 8 contains 242982 members 
Mstep: Class 9 contains 194286 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177114 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39129 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74283 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215714 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 236087 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976784.000000 Penalty: 106334.703125
Iteration 279Q: 31 clusters Score -1.839768e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46603 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92198 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53990 members 
Mstep: Class 8 contains 243002 members 
Mstep: Class 9 contains 194278 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177102 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39127 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74283 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215717 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 236080 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 280F: 31 clusters Score -1.839769e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46606 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92204 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53988 members 
Mstep: Class 8 contains 243014 members 
Mstep: Class 9 contains 194274 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177094 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39123 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74283 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215719 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 236075 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976816.000000 Penalty: 106334.703125
Iteration 281Q: 31 clusters Score -1.839768e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46606 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92213 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53988 members 
Mstep: Class 8 contains 243028 members 
Mstep: Class 9 contains 194269 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177086 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39121 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74284 members 
Mstep: Class 20 contains 25851 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215716 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 236069 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 282Q: 31 clusters Score -1.83977e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92226 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53988 members 
Mstep: Class 8 contains 243040 members 
Mstep: Class 9 contains 194272 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177072 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39120 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74287 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215705 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 236065 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977024.000000 Penalty: 106334.703125
Iteration 283Q: 31 clusters Score -1.83977e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46603 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92235 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53988 members 
Mstep: Class 8 contains 243053 members 
Mstep: Class 9 contains 194267 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177066 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74289 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215698 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 236061 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977024.000000 Penalty: 106334.703125
Iteration 284Q: 31 clusters Score -1.83977e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46601 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92240 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53989 members 
Mstep: Class 8 contains 243066 members 
Mstep: Class 9 contains 194264 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177061 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55727 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74289 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215692 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 236059 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976912.000000 Penalty: 106334.703125
Iteration 285Q: 31 clusters Score -1.839769e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92242 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53988 members 
Mstep: Class 8 contains 243071 members 
Mstep: Class 9 contains 194261 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177062 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74293 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215689 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 236056 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 286Q: 31 clusters Score -1.83977e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92243 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53987 members 
Mstep: Class 8 contains 243075 members 
Mstep: Class 9 contains 194259 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177064 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74294 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215685 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 236055 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 287Q: 31 clusters Score -1.83977e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92245 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53987 members 
Mstep: Class 8 contains 243077 members 
Mstep: Class 9 contains 194258 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177070 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55728 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74294 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215678 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236054 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976992.000000 Penalty: 106334.703125
Iteration 288Q: 31 clusters Score -1.83977e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92246 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53987 members 
Mstep: Class 8 contains 243084 members 
Mstep: Class 9 contains 194250 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177072 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74295 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215676 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236051 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977040.000000 Penalty: 106334.703125
Iteration 289Q: 31 clusters Score -1.83977e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19276 members 
Mstep: Class 5 contains 92246 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53988 members 
Mstep: Class 8 contains 243093 members 
Mstep: Class 9 contains 194245 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177068 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55730 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74298 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215675 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236048 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976992.000000 Penalty: 106334.703125
Iteration 290Q: 31 clusters Score -1.83977e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92243 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53987 members 
Mstep: Class 8 contains 243108 members 
Mstep: Class 9 contains 194244 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177062 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39119 members 
Mstep: Class 14 contains 55731 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74298 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215674 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236043 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977088.000000 Penalty: 106334.703125
Iteration 291Q: 31 clusters Score -1.839771e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92243 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53986 members 
Mstep: Class 8 contains 243118 members 
Mstep: Class 9 contains 194241 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177057 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39120 members 
Mstep: Class 14 contains 55733 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74300 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215672 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236039 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977120.000000 Penalty: 106334.703125
Iteration 292Q: 31 clusters Score -1.839771e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92242 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53985 members 
Mstep: Class 8 contains 243133 members 
Mstep: Class 9 contains 194242 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177049 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55736 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74302 members 
Mstep: Class 20 contains 25853 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215672 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236029 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977040.000000 Penalty: 106334.703125
Iteration 293Q: 31 clusters Score -1.83977e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92241 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53986 members 
Mstep: Class 8 contains 243153 members 
Mstep: Class 9 contains 194238 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177031 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39118 members 
Mstep: Class 14 contains 55738 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74303 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215673 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236026 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977088.000000 Penalty: 106334.703125
Iteration 294Q: 31 clusters Score -1.839771e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92243 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53985 members 
Mstep: Class 8 contains 243171 members 
Mstep: Class 9 contains 194234 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177022 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39117 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74303 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215672 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236022 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977072.000000 Penalty: 106334.703125
Iteration 295Q: 31 clusters Score -1.839771e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92245 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53985 members 
Mstep: Class 8 contains 243182 members 
Mstep: Class 9 contains 194231 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177020 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74303 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215671 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236016 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977024.000000 Penalty: 106334.703125
Iteration 296Q: 31 clusters Score -1.83977e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92251 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53984 members 
Mstep: Class 8 contains 243192 members 
Mstep: Class 9 contains 194228 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177016 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39114 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74303 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215667 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236014 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976992.000000 Penalty: 106334.703125
Iteration 297Q: 31 clusters Score -1.83977e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92256 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53985 members 
Mstep: Class 8 contains 243199 members 
Mstep: Class 9 contains 194225 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177018 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39111 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74304 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215664 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 236007 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977072.000000 Penalty: 106334.703125
Iteration 298Q: 31 clusters Score -1.839771e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92257 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53983 members 
Mstep: Class 8 contains 243209 members 
Mstep: Class 9 contains 194226 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177015 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39109 members 
Mstep: Class 14 contains 55738 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74305 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215665 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13326 members 
Mstep: Class 26 contains 235999 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977072.000000 Penalty: 106334.703125
Iteration 299Q: 31 clusters Score -1.839771e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92258 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53984 members 
Mstep: Class 8 contains 243218 members 
Mstep: Class 9 contains 194228 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 177002 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39109 members 
Mstep: Class 14 contains 55738 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74306 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215666 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 235999 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977056.000000 Penalty: 106334.703125
Iteration 300F: 31 clusters Score -1.839771e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92258 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53984 members 
Mstep: Class 8 contains 243227 members 
Mstep: Class 9 contains 194227 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176997 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39108 members 
Mstep: Class 14 contains 55740 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74306 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215665 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 235998 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977008.000000 Penalty: 106334.703125
Iteration 301Q: 31 clusters Score -1.83977e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92260 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53983 members 
Mstep: Class 8 contains 243238 members 
Mstep: Class 9 contains 194227 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176995 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39106 members 
Mstep: Class 14 contains 55740 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74309 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215660 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 235993 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977024.000000 Penalty: 106334.703125
Iteration 302Q: 31 clusters Score -1.83977e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92262 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53982 members 
Mstep: Class 8 contains 243247 members 
Mstep: Class 9 contains 194226 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176992 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39105 members 
Mstep: Class 14 contains 55740 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74309 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215661 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13321 members 
Mstep: Class 26 contains 235988 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 303Q: 31 clusters Score -1.839769e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46598 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92265 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53982 members 
Mstep: Class 8 contains 243252 members 
Mstep: Class 9 contains 194227 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177002 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39103 members 
Mstep: Class 14 contains 55740 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74313 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215651 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13320 members 
Mstep: Class 26 contains 235980 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977024.000000 Penalty: 106334.703125
Iteration 304Q: 31 clusters Score -1.83977e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46597 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92265 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53980 members 
Mstep: Class 8 contains 243264 members 
Mstep: Class 9 contains 194225 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177002 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 55740 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74315 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215650 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13320 members 
Mstep: Class 26 contains 235974 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977120.000000 Penalty: 106334.703125
Iteration 305Q: 31 clusters Score -1.839771e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92267 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53980 members 
Mstep: Class 8 contains 243277 members 
Mstep: Class 9 contains 194223 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176998 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 55739 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215647 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 235969 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977056.000000 Penalty: 106334.703125
Iteration 306Q: 31 clusters Score -1.839771e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92267 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53979 members 
Mstep: Class 8 contains 243291 members 
Mstep: Class 9 contains 194216 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176996 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 55739 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74319 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215648 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 235964 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977088.000000 Penalty: 106334.703125
Iteration 307Q: 31 clusters Score -1.839771e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46595 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92267 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53980 members 
Mstep: Class 8 contains 243307 members 
Mstep: Class 9 contains 194215 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176992 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 55738 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74319 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215644 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13315 members 
Mstep: Class 26 contains 235960 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977136.000000 Penalty: 106334.703125
Iteration 308Q: 31 clusters Score -1.839771e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92268 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53979 members 
Mstep: Class 8 contains 243329 members 
Mstep: Class 9 contains 194209 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176996 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25854 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215641 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235946 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977072.000000 Penalty: 106334.703125
Iteration 309Q: 31 clusters Score -1.839771e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92274 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53979 members 
Mstep: Class 8 contains 243338 members 
Mstep: Class 9 contains 194204 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177003 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39101 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215635 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235941 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977056.000000 Penalty: 106334.703125
Iteration 310Q: 31 clusters Score -1.839771e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46592 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92275 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53979 members 
Mstep: Class 8 contains 243356 members 
Mstep: Class 9 contains 194200 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176998 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39098 members 
Mstep: Class 14 contains 55737 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215634 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235940 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 311Q: 31 clusters Score -1.83977e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 92277 members 
Mstep: Class 6 contains 7875 members 
Mstep: Class 7 contains 53978 members 
Mstep: Class 8 contains 243372 members 
Mstep: Class 9 contains 194198 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176995 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39095 members 
Mstep: Class 14 contains 55738 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25847 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215633 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235933 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976944.000000 Penalty: 106334.703125
Iteration 312Q: 31 clusters Score -1.839769e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92280 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53976 members 
Mstep: Class 8 contains 243380 members 
Mstep: Class 9 contains 194199 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176995 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39091 members 
Mstep: Class 14 contains 55741 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215635 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235924 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976896.000000 Penalty: 106334.703125
Iteration 313Q: 31 clusters Score -1.839769e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92283 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53974 members 
Mstep: Class 8 contains 243386 members 
Mstep: Class 9 contains 194197 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 177000 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39089 members 
Mstep: Class 14 contains 55743 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74316 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215629 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 235920 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976944.000000 Penalty: 106334.703125
Iteration 314Q: 31 clusters Score -1.839769e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92289 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53972 members 
Mstep: Class 8 contains 243395 members 
Mstep: Class 9 contains 194192 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 176997 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74316 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215627 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 235919 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977024.000000 Penalty: 106334.703125
Iteration 315Q: 31 clusters Score -1.83977e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 92295 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243406 members 
Mstep: Class 9 contains 194184 members 
Mstep: Class 10 contains 10341 members 
Mstep: Class 11 contains 176999 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74316 members 
Mstep: Class 20 contains 25846 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215624 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 235915 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 316Q: 31 clusters Score -1.839769e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92298 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243412 members 
Mstep: Class 9 contains 194181 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176997 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25847 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215620 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 235912 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 317Q: 31 clusters Score -1.83977e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92298 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243422 members 
Mstep: Class 9 contains 194174 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176997 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83309 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215624 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235909 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976960.000000 Penalty: 106334.703125
Iteration 318Q: 31 clusters Score -1.83977e+08 nChanged 27
Entering ConstructFrom: 
Score: -183976960.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -456070.968750 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -456071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -452142.718750 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -452142.7 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -453041.250000 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -453041.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -453229.343750 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -453229.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -453346.093750 Penalty: 4117.062012
	Iteration 3Q: 3 clusters Score -453346.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -453447.781250 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -453447.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -453538.062500 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -453538.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -453642.250000 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -453642.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -453765.156250 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -453765.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -453897.687500 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -453897.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -454053.375000 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -454053.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -454222.937500 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -454222.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -454388.312500 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -454388.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -454519.875000 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -454519.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -454642.093750 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -454642.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -454792.968750 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -454793 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -455035.468750 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -455035.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -455358.718750 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -455358.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -455740.125000 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -455740.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -456037.437500 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -456037.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -456211.875000 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -456211.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -456274.375000 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -456274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -456294.656250 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -456294.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -456303.656250 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -456303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -456309.750000 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -456309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -456312.687500 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -456312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -456313.562500 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -456313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -456314.531250 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -456314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -456314.531250 Penalty: 4117.062012
	Iteration 27F: 3 clusters Score -456314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92297 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243434 members 
Mstep: Class 9 contains 194172 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176996 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215625 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235901 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 2019 members 
Entering Unmasked Estep 
Score: -183975536.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183976960.000000 to -183975536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -211546.156250 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -211546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -208945.125000 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -208945.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209465.218750 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -209465.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209576.296875 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -209576.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209631.640625 Penalty: 3762.299316
	Iteration 3Q: 3 clusters Score -209631.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -209684.984375 Penalty: 3762.299316
	Iteration 4Q: 3 clusters Score -209685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209715.687500 Penalty: 3762.299316
	Iteration 5Q: 3 clusters Score -209715.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209736.640625 Penalty: 3762.299316
	Iteration 6Q: 3 clusters Score -209736.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209755.796875 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -209755.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -209768.203125 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -209768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209772.875000 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -209772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209777.765625 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -209777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -209783.968750 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -209784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -209787.531250 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -209787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209789.375000 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -209789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -209790.296875 Penalty: 3762.299316
	Iteration 14Q: 3 clusters Score -209790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209791.046875 Penalty: 3762.299316
	Iteration 15Q: 3 clusters Score -209791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209791.046875 Penalty: 3762.299316
	Iteration 16F: 3 clusters Score -209791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Entering Unmasked Estep 
Score: -5489274.000000 Penalty: 2665.765625
	Iteration 0F: 2 clusters Score -5489274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5457763.500000 Penalty: 5331.531250
	Iteration 0F: 3 clusters Score -5457764 nChanged 21494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5470478.000000 Penalty: 5331.531250
	Iteration 1F: 3 clusters Score -5470478 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5472150.000000 Penalty: 5331.531250
	Iteration 2F: 3 clusters Score -5472150 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5474444.000000 Penalty: 5331.531250
	Iteration 3F: 3 clusters Score -5474444 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5477103.500000 Penalty: 5331.531250
	Iteration 4F: 3 clusters Score -5477104 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5479527.500000 Penalty: 5331.531250
	Iteration 5F: 3 clusters Score -5479528 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -5481399.500000 Penalty: 5331.531250
	Iteration 6F: 3 clusters Score -5481400 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5482631.500000 Penalty: 5331.531250
	Iteration 7F: 3 clusters Score -5482632 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5483433.000000 Penalty: 5331.531250
	Iteration 8Q: 3 clusters Score -5483433 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -5484079.500000 Penalty: 5331.531250
	Iteration 9Q: 3 clusters Score -5484080 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5484620.500000 Penalty: 5331.531250
	Iteration 10Q: 3 clusters Score -5484620 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5485130.000000 Penalty: 5331.531250
	Iteration 11Q: 3 clusters Score -5485130 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5485568.000000 Penalty: 5331.531250
	Iteration 12Q: 3 clusters Score -5485568 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5485952.500000 Penalty: 5331.531250
	Iteration 13Q: 3 clusters Score -5485952 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5486314.000000 Penalty: 5331.531250
	Iteration 14Q: 3 clusters Score -5486314 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5486650.500000 Penalty: 5331.531250
	Iteration 15Q: 3 clusters Score -5486650 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5486931.000000 Penalty: 5331.531250
	Iteration 16Q: 3 clusters Score -5486931 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5487130.000000 Penalty: 5331.531250
	Iteration 17Q: 3 clusters Score -5487130 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5487279.500000 Penalty: 5331.531250
	Iteration 18Q: 3 clusters Score -5487280 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5487421.000000 Penalty: 5331.531250
	Iteration 19Q: 3 clusters Score -5487421 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5487577.500000 Penalty: 5331.531250
	Iteration 20F: 3 clusters Score -5487578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5487785.500000 Penalty: 5331.531250
	Iteration 21Q: 3 clusters Score -5487786 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5487906.500000 Penalty: 5331.531250
	Iteration 22Q: 3 clusters Score -5487906 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5487967.000000 Penalty: 5331.531250
	Iteration 23Q: 3 clusters Score -5487967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5488011.000000 Penalty: 5331.531250
	Iteration 24Q: 3 clusters Score -5488011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5488063.000000 Penalty: 5331.531250
	Iteration 25Q: 3 clusters Score -5488063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5488098.500000 Penalty: 5331.531250
	Iteration 26Q: 3 clusters Score -5488098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5488127.500000 Penalty: 5331.531250
	Iteration 27Q: 3 clusters Score -5488128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5488134.500000 Penalty: 5331.531250
	Iteration 28Q: 3 clusters Score -5488134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5488128.500000 Penalty: 5331.531250
	Iteration 29Q: 3 clusters Score -5488128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5488140.500000 Penalty: 5331.531250
	Iteration 30Q: 3 clusters Score -5488140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5488136.000000 Penalty: 5331.531250
	Iteration 31Q: 3 clusters Score -5488136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5488147.000000 Penalty: 5331.531250
	Iteration 32Q: 3 clusters Score -5488147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5488145.000000 Penalty: 5331.531250
	Iteration 33Q: 3 clusters Score -5488145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5488147.500000 Penalty: 5331.531250
	Iteration 34Q: 3 clusters Score -5488148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5488149.500000 Penalty: 5331.531250
	Iteration 35Q: 3 clusters Score -5488150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5488152.000000 Penalty: 5331.531250
	Iteration 36Q: 3 clusters Score -5488152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5488152.000000 Penalty: 5331.531250
	Iteration 37F: 3 clusters Score -5488152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Entering Unmasked Estep 
Score: -2239996.750000 Penalty: 2446.946533
	Iteration 0F: 2 clusters Score -2239997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2226372.500000 Penalty: 4893.893066
	Iteration 0F: 3 clusters Score -2226372 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2230999.000000 Penalty: 4893.893066
	Iteration 1F: 3 clusters Score -2230999 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2231441.750000 Penalty: 4893.893066
	Iteration 2F: 3 clusters Score -2231442 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2231807.500000 Penalty: 4893.893066
	Iteration 3Q: 3 clusters Score -2231808 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2232152.000000 Penalty: 4893.893066
	Iteration 4Q: 3 clusters Score -2232152 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2232492.000000 Penalty: 4893.893066
	Iteration 5Q: 3 clusters Score -2232492 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2232890.000000 Penalty: 4893.893066
	Iteration 6Q: 3 clusters Score -2232890 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2233404.750000 Penalty: 4893.893066
	Iteration 7Q: 3 clusters Score -2233405 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2234064.500000 Penalty: 4893.893066
	Iteration 8F: 3 clusters Score -2234064 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2234882.250000 Penalty: 4893.893066
	Iteration 9F: 3 clusters Score -2234882 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2235909.000000 Penalty: 4893.893066
	Iteration 10F: 3 clusters Score -2235909 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2236971.500000 Penalty: 4893.893066
	Iteration 11F: 3 clusters Score -2236972 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2237773.500000 Penalty: 4893.893066
	Iteration 12Q: 3 clusters Score -2237774 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2238361.500000 Penalty: 4893.893066
	Iteration 13Q: 3 clusters Score -2238362 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2238718.250000 Penalty: 4893.893066
	Iteration 14Q: 3 clusters Score -2238718 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2238939.750000 Penalty: 4893.893066
	Iteration 15Q: 3 clusters Score -2238940 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2239056.500000 Penalty: 4893.893066
	Iteration 16Q: 3 clusters Score -2239056 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2239116.500000 Penalty: 4893.893066
	Iteration 17Q: 3 clusters Score -2239116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2239191.750000 Penalty: 4893.893066
	Iteration 18Q: 3 clusters Score -2239192 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2239240.000000 Penalty: 4893.893066
	Iteration 19Q: 3 clusters Score -2239240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2239280.500000 Penalty: 4893.893066
	Iteration 20F: 3 clusters Score -2239280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2239312.750000 Penalty: 4893.893066
	Iteration 21Q: 3 clusters Score -2239313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2239337.000000 Penalty: 4893.893066
	Iteration 22Q: 3 clusters Score -2239337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2239354.000000 Penalty: 4893.893066
	Iteration 23Q: 3 clusters Score -2239354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2239364.250000 Penalty: 4893.893066
	Iteration 24Q: 3 clusters Score -2239364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2239374.500000 Penalty: 4893.893066
	Iteration 25Q: 3 clusters Score -2239374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2239393.250000 Penalty: 4893.893066
	Iteration 26Q: 3 clusters Score -2239393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2239404.750000 Penalty: 4893.893066
	Iteration 27Q: 3 clusters Score -2239405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2239417.750000 Penalty: 4893.893066
	Iteration 28Q: 3 clusters Score -2239418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2239432.250000 Penalty: 4893.893066
	Iteration 29Q: 3 clusters Score -2239432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2239443.750000 Penalty: 4893.893066
	Iteration 30Q: 3 clusters Score -2239444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2239457.250000 Penalty: 4893.893066
	Iteration 31Q: 3 clusters Score -2239457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2239467.500000 Penalty: 4893.893066
	Iteration 32Q: 3 clusters Score -2239468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2239475.500000 Penalty: 4893.893066
	Iteration 33Q: 3 clusters Score -2239476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2239487.000000 Penalty: 4893.893066
	Iteration 34Q: 3 clusters Score -2239487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2239495.250000 Penalty: 4893.893066
	Iteration 35Q: 3 clusters Score -2239495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2239506.000000 Penalty: 4893.893066
	Iteration 36Q: 3 clusters Score -2239506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2239517.500000 Penalty: 4893.893066
	Iteration 37Q: 3 clusters Score -2239518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2239528.500000 Penalty: 4893.893066
	Iteration 38Q: 3 clusters Score -2239528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2239534.500000 Penalty: 4893.893066
	Iteration 39Q: 3 clusters Score -2239534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2239542.750000 Penalty: 4893.893066
	Iteration 40F: 3 clusters Score -2239543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2239539.750000 Penalty: 4893.893066
	Iteration 41Q: 3 clusters Score -2239540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2239546.000000 Penalty: 4893.893066
	Iteration 42Q: 3 clusters Score -2239546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2239552.750000 Penalty: 4893.893066
	Iteration 43Q: 3 clusters Score -2239553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2239555.250000 Penalty: 4893.893066
	Iteration 44Q: 3 clusters Score -2239555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2239557.500000 Penalty: 4893.893066
	Iteration 45Q: 3 clusters Score -2239558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2239561.250000 Penalty: 4893.893066
	Iteration 46Q: 3 clusters Score -2239561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2239563.750000 Penalty: 4893.893066
	Iteration 47Q: 3 clusters Score -2239564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2239569.500000 Penalty: 4893.893066
	Iteration 48Q: 3 clusters Score -2239570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2239570.250000 Penalty: 4893.893066
	Iteration 49Q: 3 clusters Score -2239570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2239573.500000 Penalty: 4893.893066
	Iteration 50Q: 3 clusters Score -2239574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2239574.750000 Penalty: 4893.893066
	Iteration 51Q: 3 clusters Score -2239575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2239578.250000 Penalty: 4893.893066
	Iteration 52Q: 3 clusters Score -2239578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2239582.250000 Penalty: 4893.893066
	Iteration 53Q: 3 clusters Score -2239582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2239581.250000 Penalty: 4893.893066
	Iteration 54Q: 3 clusters Score -2239581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2239584.500000 Penalty: 4893.893066
	Iteration 55Q: 3 clusters Score -2239584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2239585.750000 Penalty: 4893.893066
	Iteration 56Q: 3 clusters Score -2239586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2239585.500000 Penalty: 4893.893066
	Iteration 57Q: 3 clusters Score -2239586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2239586.750000 Penalty: 4893.893066
	Iteration 58Q: 3 clusters Score -2239587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2239588.250000 Penalty: 4893.893066
	Iteration 59Q: 3 clusters Score -2239588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2239588.000000 Penalty: 4893.893066
	Iteration 60F: 3 clusters Score -2239588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2239584.500000 Penalty: 4893.893066
	Iteration 61Q: 3 clusters Score -2239584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2239585.750000 Penalty: 4893.893066
	Iteration 62Q: 3 clusters Score -2239586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2239586.250000 Penalty: 4893.893066
	Iteration 63Q: 3 clusters Score -2239586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2239591.500000 Penalty: 4893.893066
	Iteration 64Q: 3 clusters Score -2239592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2239594.750000 Penalty: 4893.893066
	Iteration 65Q: 3 clusters Score -2239595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2239592.750000 Penalty: 4893.893066
	Iteration 66Q: 3 clusters Score -2239593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2239593.500000 Penalty: 4893.893066
	Iteration 67Q: 3 clusters Score -2239594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2239595.000000 Penalty: 4893.893066
	Iteration 68Q: 3 clusters Score -2239595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2239597.500000 Penalty: 4893.893066
	Iteration 69Q: 3 clusters Score -2239598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2239603.500000 Penalty: 4893.893066
	Iteration 70Q: 3 clusters Score -2239604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2239599.500000 Penalty: 4893.893066
	Iteration 71Q: 3 clusters Score -2239600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2239596.000000 Penalty: 4893.893066
	Iteration 72Q: 3 clusters Score -2239596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2239606.500000 Penalty: 4893.893066
	Iteration 73Q: 3 clusters Score -2239606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2239610.750000 Penalty: 4893.893066
	Iteration 74Q: 3 clusters Score -2239611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2239607.750000 Penalty: 4893.893066
	Iteration 75Q: 3 clusters Score -2239608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2239614.250000 Penalty: 4893.893066
	Iteration 76Q: 3 clusters Score -2239614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2239612.250000 Penalty: 4893.893066
	Iteration 77Q: 3 clusters Score -2239612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2239615.500000 Penalty: 4893.893066
	Iteration 78Q: 3 clusters Score -2239616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2239624.000000 Penalty: 4893.893066
	Iteration 79Q: 3 clusters Score -2239624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2239625.000000 Penalty: 4893.893066
	Iteration 80F: 3 clusters Score -2239625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2239632.250000 Penalty: 4893.893066
	Iteration 81Q: 3 clusters Score -2239632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2239636.000000 Penalty: 4893.893066
	Iteration 82Q: 3 clusters Score -2239636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2239637.250000 Penalty: 4893.893066
	Iteration 83Q: 3 clusters Score -2239637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2239637.750000 Penalty: 4893.893066
	Iteration 84Q: 3 clusters Score -2239638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2239634.250000 Penalty: 4893.893066
	Iteration 85Q: 3 clusters Score -2239634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2239639.750000 Penalty: 4893.893066
	Iteration 86Q: 3 clusters Score -2239640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2239637.750000 Penalty: 4893.893066
	Iteration 87Q: 3 clusters Score -2239638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2239638.250000 Penalty: 4893.893066
	Iteration 88Q: 3 clusters Score -2239638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2239635.250000 Penalty: 4893.893066
	Iteration 89Q: 3 clusters Score -2239635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2239638.750000 Penalty: 4893.893066
	Iteration 90Q: 3 clusters Score -2239639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2239637.500000 Penalty: 4893.893066
	Iteration 91Q: 3 clusters Score -2239638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2239642.250000 Penalty: 4893.893066
	Iteration 92Q: 3 clusters Score -2239642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2239644.750000 Penalty: 4893.893066
	Iteration 93Q: 3 clusters Score -2239645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2239644.000000 Penalty: 4893.893066
	Iteration 94Q: 3 clusters Score -2239644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2239644.000000 Penalty: 4893.893066
	Iteration 95F: 3 clusters Score -2239644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Entering Unmasked Estep 
Score: -10924533.000000 Penalty: 2835.326172
	Iteration 0F: 2 clusters Score -1.092453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -10862509.000000 Penalty: 5670.652344
	Iteration 0F: 3 clusters Score -1.086251e+07 nChanged 43864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -10887418.000000 Penalty: 5670.652344
	Iteration 1F: 3 clusters Score -1.088742e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -10888327.000000 Penalty: 5670.652344
	Iteration 2Q: 3 clusters Score -1.088833e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -10889338.000000 Penalty: 5670.652344
	Iteration 3Q: 3 clusters Score -1.088934e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -10890607.000000 Penalty: 5670.652344
	Iteration 4Q: 3 clusters Score -1.089061e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -10892367.000000 Penalty: 5670.652344
	Iteration 5Q: 3 clusters Score -1.089237e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -10894429.000000 Penalty: 5670.652344
	Iteration 6Q: 3 clusters Score -1.089443e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -10897423.000000 Penalty: 5670.652344
	Iteration 7F: 3 clusters Score -1.089742e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -10901243.000000 Penalty: 5670.652344
	Iteration 8F: 3 clusters Score -1.090124e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -10905628.000000 Penalty: 5670.652344
	Iteration 9F: 3 clusters Score -1.090563e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -10909302.000000 Penalty: 5670.652344
	Iteration 10F: 3 clusters Score -1.09093e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -10911450.000000 Penalty: 5670.652344
	Iteration 11Q: 3 clusters Score -1.091145e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -10912469.000000 Penalty: 5670.652344
	Iteration 12Q: 3 clusters Score -1.091247e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -10913190.000000 Penalty: 5670.652344
	Iteration 13Q: 3 clusters Score -1.091319e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -10913556.000000 Penalty: 5670.652344
	Iteration 14Q: 3 clusters Score -1.091356e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -10913963.000000 Penalty: 5670.652344
	Iteration 15Q: 3 clusters Score -1.091396e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -10914333.000000 Penalty: 5670.652344
	Iteration 16Q: 3 clusters Score -1.091433e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -10914728.000000 Penalty: 5670.652344
	Iteration 17Q: 3 clusters Score -1.091473e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -10915150.000000 Penalty: 5670.652344
	Iteration 18Q: 3 clusters Score -1.091515e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -10915550.000000 Penalty: 5670.652344
	Iteration 19Q: 3 clusters Score -1.091555e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10915958.000000 Penalty: 5670.652344
	Iteration 20F: 3 clusters Score -1.091596e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -10916383.000000 Penalty: 5670.652344
	Iteration 21Q: 3 clusters Score -1.091638e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -10916776.000000 Penalty: 5670.652344
	Iteration 22Q: 3 clusters Score -1.091678e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -10917214.000000 Penalty: 5670.652344
	Iteration 23Q: 3 clusters Score -1.091721e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -10917631.000000 Penalty: 5670.652344
	Iteration 24Q: 3 clusters Score -1.091763e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -10918062.000000 Penalty: 5670.652344
	Iteration 25Q: 3 clusters Score -1.091806e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -10918524.000000 Penalty: 5670.652344
	Iteration 26Q: 3 clusters Score -1.091852e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -10918915.000000 Penalty: 5670.652344
	Iteration 27Q: 3 clusters Score -1.091892e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -10919379.000000 Penalty: 5670.652344
	Iteration 28Q: 3 clusters Score -1.091938e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -10919855.000000 Penalty: 5670.652344
	Iteration 29Q: 3 clusters Score -1.091986e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -10920350.000000 Penalty: 5670.652344
	Iteration 30Q: 3 clusters Score -1.092035e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -10920724.000000 Penalty: 5670.652344
	Iteration 31Q: 3 clusters Score -1.092072e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -10921074.000000 Penalty: 5670.652344
	Iteration 32Q: 3 clusters Score -1.092107e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -10921317.000000 Penalty: 5670.652344
	Iteration 33Q: 3 clusters Score -1.092132e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -10921482.000000 Penalty: 5670.652344
	Iteration 34Q: 3 clusters Score -1.092148e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -10921660.000000 Penalty: 5670.652344
	Iteration 35Q: 3 clusters Score -1.092166e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -10921748.000000 Penalty: 5670.652344
	Iteration 36Q: 3 clusters Score -1.092175e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -10921890.000000 Penalty: 5670.652344
	Iteration 37Q: 3 clusters Score -1.092189e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -10921931.000000 Penalty: 5670.652344
	Iteration 38Q: 3 clusters Score -1.092193e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -10921979.000000 Penalty: 5670.652344
	Iteration 39Q: 3 clusters Score -1.092198e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -10922033.000000 Penalty: 5670.652344
	Iteration 40F: 3 clusters Score -1.092203e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -10922099.000000 Penalty: 5670.652344
	Iteration 41Q: 3 clusters Score -1.09221e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -10922151.000000 Penalty: 5670.652344
	Iteration 42Q: 3 clusters Score -1.092215e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -10922182.000000 Penalty: 5670.652344
	Iteration 43Q: 3 clusters Score -1.092218e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -10922187.000000 Penalty: 5670.652344
	Iteration 44Q: 3 clusters Score -1.092219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -10922203.000000 Penalty: 5670.652344
	Iteration 45Q: 3 clusters Score -1.09222e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -10922223.000000 Penalty: 5670.652344
	Iteration 46Q: 3 clusters Score -1.092222e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -10922246.000000 Penalty: 5670.652344
	Iteration 47Q: 3 clusters Score -1.092225e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -10922247.000000 Penalty: 5670.652344
	Iteration 48Q: 3 clusters Score -1.092225e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -10922290.000000 Penalty: 5670.652344
	Iteration 49Q: 3 clusters Score -1.092229e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -10922298.000000 Penalty: 5670.652344
	Iteration 50Q: 3 clusters Score -1.09223e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -10922319.000000 Penalty: 5670.652344
	Iteration 51Q: 3 clusters Score -1.092232e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -10922299.000000 Penalty: 5670.652344
	Iteration 52Q: 3 clusters Score -1.09223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -10922329.000000 Penalty: 5670.652344
	Iteration 53Q: 3 clusters Score -1.092233e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -10922350.000000 Penalty: 5670.652344
	Iteration 54Q: 3 clusters Score -1.092235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -10922344.000000 Penalty: 5670.652344
	Iteration 55Q: 3 clusters Score -1.092234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -10922355.000000 Penalty: 5670.652344
	Iteration 56Q: 3 clusters Score -1.092236e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -10922345.000000 Penalty: 5670.652344
	Iteration 57Q: 3 clusters Score -1.092234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -10922362.000000 Penalty: 5670.652344
	Iteration 58Q: 3 clusters Score -1.092236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -10922386.000000 Penalty: 5670.652344
	Iteration 59Q: 3 clusters Score -1.092239e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -10922394.000000 Penalty: 5670.652344
	Iteration 60F: 3 clusters Score -1.092239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -10922401.000000 Penalty: 5670.652344
	Iteration 61Q: 3 clusters Score -1.09224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -10922417.000000 Penalty: 5670.652344
	Iteration 62Q: 3 clusters Score -1.092242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -10922411.000000 Penalty: 5670.652344
	Iteration 63Q: 3 clusters Score -1.092241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -10922412.000000 Penalty: 5670.652344
	Iteration 64Q: 3 clusters Score -1.092241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -10922408.000000 Penalty: 5670.652344
	Iteration 65Q: 3 clusters Score -1.092241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -10922406.000000 Penalty: 5670.652344
	Iteration 66Q: 3 clusters Score -1.092241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -10922398.000000 Penalty: 5670.652344
	Iteration 67Q: 3 clusters Score -1.09224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -10922406.000000 Penalty: 5670.652344
	Iteration 68Q: 3 clusters Score -1.092241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -10922405.000000 Penalty: 5670.652344
	Iteration 69Q: 3 clusters Score -1.09224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10922392.000000 Penalty: 5670.652344
	Iteration 70Q: 3 clusters Score -1.092239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -10922392.000000 Penalty: 5670.652344
	Iteration 71Q: 3 clusters Score -1.092239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -10922396.000000 Penalty: 5670.652344
	Iteration 72Q: 3 clusters Score -1.09224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -10922411.000000 Penalty: 5670.652344
	Iteration 73Q: 3 clusters Score -1.092241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -10922418.000000 Penalty: 5670.652344
	Iteration 74Q: 3 clusters Score -1.092242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -10922424.000000 Penalty: 5670.652344
	Iteration 75Q: 3 clusters Score -1.092242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -10922423.000000 Penalty: 5670.652344
	Iteration 76Q: 3 clusters Score -1.092242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -10922418.000000 Penalty: 5670.652344
	Iteration 77Q: 3 clusters Score -1.092242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -10922438.000000 Penalty: 5670.652344
	Iteration 78Q: 3 clusters Score -1.092244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -10922444.000000 Penalty: 5670.652344
	Iteration 79Q: 3 clusters Score -1.092244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -10922445.000000 Penalty: 5670.652344
	Iteration 80F: 3 clusters Score -1.092244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -10922448.000000 Penalty: 5670.652344
	Iteration 81Q: 3 clusters Score -1.092245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -10922459.000000 Penalty: 5670.652344
	Iteration 82Q: 3 clusters Score -1.092246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -10922463.000000 Penalty: 5670.652344
	Iteration 83Q: 3 clusters Score -1.092246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -10922466.000000 Penalty: 5670.652344
	Iteration 84Q: 3 clusters Score -1.092247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -10922476.000000 Penalty: 5670.652344
	Iteration 85Q: 3 clusters Score -1.092248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -10922477.000000 Penalty: 5670.652344
	Iteration 86Q: 3 clusters Score -1.092248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -10922486.000000 Penalty: 5670.652344
	Iteration 87Q: 3 clusters Score -1.092249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -10922478.000000 Penalty: 5670.652344
	Iteration 88Q: 3 clusters Score -1.092248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -10922483.000000 Penalty: 5670.652344
	Iteration 89Q: 3 clusters Score -1.092248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -10922490.000000 Penalty: 5670.652344
	Iteration 90Q: 3 clusters Score -1.092249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -10922493.000000 Penalty: 5670.652344
	Iteration 91Q: 3 clusters Score -1.092249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -10922501.000000 Penalty: 5670.652344
	Iteration 92Q: 3 clusters Score -1.09225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -10922506.000000 Penalty: 5670.652344
	Iteration 93Q: 3 clusters Score -1.092251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -10922505.000000 Penalty: 5670.652344
	Iteration 94Q: 3 clusters Score -1.09225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -10922505.000000 Penalty: 5670.652344
	Iteration 95Q: 3 clusters Score -1.09225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -10922509.000000 Penalty: 5670.652344
	Iteration 96Q: 3 clusters Score -1.092251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -10922509.000000 Penalty: 5670.652344
	Iteration 97F: 3 clusters Score -1.092251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Entering Unmasked Estep 
Score: -873909.250000 Penalty: 2224.887695
	Iteration 0F: 2 clusters Score -873909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -867628.125000 Penalty: 4449.775391
	Iteration 0F: 3 clusters Score -867628.1 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -869384.250000 Penalty: 4449.775391
	Iteration 1F: 3 clusters Score -869384.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -869729.937500 Penalty: 4449.775391
	Iteration 2F: 3 clusters Score -869729.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -870019.187500 Penalty: 4449.775391
	Iteration 3F: 3 clusters Score -870019.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -870310.812500 Penalty: 4449.775391
	Iteration 4F: 3 clusters Score -870310.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -870586.187500 Penalty: 4449.775391
	Iteration 5F: 3 clusters Score -870586.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -870874.812500 Penalty: 4449.775391
	Iteration 6F: 3 clusters Score -870874.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -871141.750000 Penalty: 4449.775391
	Iteration 7F: 3 clusters Score -871141.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -871397.375000 Penalty: 4449.775391
	Iteration 8F: 3 clusters Score -871397.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -871592.750000 Penalty: 4449.775391
	Iteration 9Q: 3 clusters Score -871592.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -871759.937500 Penalty: 4449.775391
	Iteration 10Q: 3 clusters Score -871759.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -871918.000000 Penalty: 4449.775391
	Iteration 11Q: 3 clusters Score -871918 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -872040.812500 Penalty: 4449.775391
	Iteration 12Q: 3 clusters Score -872040.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -872143.437500 Penalty: 4449.775391
	Iteration 13Q: 3 clusters Score -872143.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -872211.000000 Penalty: 4449.775391
	Iteration 14Q: 3 clusters Score -872211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -872272.125000 Penalty: 4449.775391
	Iteration 15Q: 3 clusters Score -872272.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -872320.125000 Penalty: 4449.775391
	Iteration 16Q: 3 clusters Score -872320.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -872360.500000 Penalty: 4449.775391
	Iteration 17Q: 3 clusters Score -872360.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -872392.187500 Penalty: 4449.775391
	Iteration 18Q: 3 clusters Score -872392.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -872420.937500 Penalty: 4449.775391
	Iteration 19Q: 3 clusters Score -872420.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -872451.812500 Penalty: 4449.775391
	Iteration 20F: 3 clusters Score -872451.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -872480.437500 Penalty: 4449.775391
	Iteration 21Q: 3 clusters Score -872480.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -872504.687500 Penalty: 4449.775391
	Iteration 22Q: 3 clusters Score -872504.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -872527.875000 Penalty: 4449.775391
	Iteration 23Q: 3 clusters Score -872527.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -872548.500000 Penalty: 4449.775391
	Iteration 24Q: 3 clusters Score -872548.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -872570.375000 Penalty: 4449.775391
	Iteration 25Q: 3 clusters Score -872570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -872592.687500 Penalty: 4449.775391
	Iteration 26Q: 3 clusters Score -872592.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -872612.937500 Penalty: 4449.775391
	Iteration 27Q: 3 clusters Score -872612.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -872637.312500 Penalty: 4449.775391
	Iteration 28Q: 3 clusters Score -872637.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -872661.375000 Penalty: 4449.775391
	Iteration 29Q: 3 clusters Score -872661.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -872682.250000 Penalty: 4449.775391
	Iteration 30Q: 3 clusters Score -872682.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -872692.500000 Penalty: 4449.775391
	Iteration 31Q: 3 clusters Score -872692.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -872705.625000 Penalty: 4449.775391
	Iteration 32Q: 3 clusters Score -872705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -872715.625000 Penalty: 4449.775391
	Iteration 33Q: 3 clusters Score -872715.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -872727.625000 Penalty: 4449.775391
	Iteration 34Q: 3 clusters Score -872727.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -872735.062500 Penalty: 4449.775391
	Iteration 35Q: 3 clusters Score -872735.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -872747.125000 Penalty: 4449.775391
	Iteration 36Q: 3 clusters Score -872747.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -872751.187500 Penalty: 4449.775391
	Iteration 37Q: 3 clusters Score -872751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -872758.375000 Penalty: 4449.775391
	Iteration 38Q: 3 clusters Score -872758.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -872770.500000 Penalty: 4449.775391
	Iteration 39Q: 3 clusters Score -872770.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -872782.500000 Penalty: 4449.775391
	Iteration 40F: 3 clusters Score -872782.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -872792.000000 Penalty: 4449.775391
	Iteration 41Q: 3 clusters Score -872792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -872798.687500 Penalty: 4449.775391
	Iteration 42Q: 3 clusters Score -872798.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -872807.437500 Penalty: 4449.775391
	Iteration 43Q: 3 clusters Score -872807.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -872815.312500 Penalty: 4449.775391
	Iteration 44Q: 3 clusters Score -872815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -872821.937500 Penalty: 4449.775391
	Iteration 45Q: 3 clusters Score -872821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -872825.000000 Penalty: 4449.775391
	Iteration 46Q: 3 clusters Score -872825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -872829.812500 Penalty: 4449.775391
	Iteration 47Q: 3 clusters Score -872829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -872838.562500 Penalty: 4449.775391
	Iteration 48Q: 3 clusters Score -872838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -872843.250000 Penalty: 4449.775391
	Iteration 49Q: 3 clusters Score -872843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -872849.937500 Penalty: 4449.775391
	Iteration 50Q: 3 clusters Score -872849.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -872855.125000 Penalty: 4449.775391
	Iteration 51Q: 3 clusters Score -872855.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -872862.125000 Penalty: 4449.775391
	Iteration 52Q: 3 clusters Score -872862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -872866.062500 Penalty: 4449.775391
	Iteration 53Q: 3 clusters Score -872866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -872866.687500 Penalty: 4449.775391
	Iteration 54Q: 3 clusters Score -872866.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -872871.750000 Penalty: 4449.775391
	Iteration 55Q: 3 clusters Score -872871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -872875.187500 Penalty: 4449.775391
	Iteration 56Q: 3 clusters Score -872875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -872879.375000 Penalty: 4449.775391
	Iteration 57Q: 3 clusters Score -872879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -872880.250000 Penalty: 4449.775391
	Iteration 58Q: 3 clusters Score -872880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -872880.375000 Penalty: 4449.775391
	Iteration 59Q: 3 clusters Score -872880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -872879.750000 Penalty: 4449.775391
	Iteration 60F: 3 clusters Score -872879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -872880.312500 Penalty: 4449.775391
	Iteration 61Q: 3 clusters Score -872880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -872881.687500 Penalty: 4449.775391
	Iteration 62Q: 3 clusters Score -872881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -872881.625000 Penalty: 4449.775391
	Iteration 63Q: 3 clusters Score -872881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -872883.062500 Penalty: 4449.775391
	Iteration 64Q: 3 clusters Score -872883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -872883.937500 Penalty: 4449.775391
	Iteration 65Q: 3 clusters Score -872883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -872884.000000 Penalty: 4449.775391
	Iteration 66Q: 3 clusters Score -872884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -872885.062500 Penalty: 4449.775391
	Iteration 67Q: 3 clusters Score -872885.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -872885.062500 Penalty: 4449.775391
	Iteration 68F: 3 clusters Score -872885.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Entering Unmasked Estep 
Score: -6417719.000000 Penalty: 2702.248779
	Iteration 0F: 2 clusters Score -6417719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6381319.500000 Penalty: 5404.497559
	Iteration 0F: 3 clusters Score -6381320 nChanged 25168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6395237.000000 Penalty: 5404.497559
	Iteration 1F: 3 clusters Score -6395237 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6395800.500000 Penalty: 5404.497559
	Iteration 2Q: 3 clusters Score -6395800 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -6396384.000000 Penalty: 5404.497559
	Iteration 3Q: 3 clusters Score -6396384 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -6397075.000000 Penalty: 5404.497559
	Iteration 4Q: 3 clusters Score -6397075 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -6397894.500000 Penalty: 5404.497559
	Iteration 5Q: 3 clusters Score -6397894 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6399076.500000 Penalty: 5404.497559
	Iteration 6Q: 3 clusters Score -6399076 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -6400801.000000 Penalty: 5404.497559
	Iteration 7Q: 3 clusters Score -6400801 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -6403045.000000 Penalty: 5404.497559
	Iteration 8F: 3 clusters Score -6403045 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -6405499.500000 Penalty: 5404.497559
	Iteration 9F: 3 clusters Score -6405500 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -6407847.500000 Penalty: 5404.497559
	Iteration 10F: 3 clusters Score -6407848 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -6409663.000000 Penalty: 5404.497559
	Iteration 11Q: 3 clusters Score -6409663 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6411030.500000 Penalty: 5404.497559
	Iteration 12Q: 3 clusters Score -6411030 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -6412030.500000 Penalty: 5404.497559
	Iteration 13Q: 3 clusters Score -6412030 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -6412786.000000 Penalty: 5404.497559
	Iteration 14Q: 3 clusters Score -6412786 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -6413407.000000 Penalty: 5404.497559
	Iteration 15Q: 3 clusters Score -6413407 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6413909.000000 Penalty: 5404.497559
	Iteration 16Q: 3 clusters Score -6413909 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -6414292.500000 Penalty: 5404.497559
	Iteration 17Q: 3 clusters Score -6414292 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -6414581.000000 Penalty: 5404.497559
	Iteration 18Q: 3 clusters Score -6414581 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -6414776.000000 Penalty: 5404.497559
	Iteration 19Q: 3 clusters Score -6414776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -6414935.000000 Penalty: 5404.497559
	Iteration 20F: 3 clusters Score -6414935 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -6415042.000000 Penalty: 5404.497559
	Iteration 21Q: 3 clusters Score -6415042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6415133.500000 Penalty: 5404.497559
	Iteration 22Q: 3 clusters Score -6415134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -6415179.000000 Penalty: 5404.497559
	Iteration 23Q: 3 clusters Score -6415179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -6415228.000000 Penalty: 5404.497559
	Iteration 24Q: 3 clusters Score -6415228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -6415262.000000 Penalty: 5404.497559
	Iteration 25Q: 3 clusters Score -6415262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -6415291.500000 Penalty: 5404.497559
	Iteration 26Q: 3 clusters Score -6415292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -6415330.500000 Penalty: 5404.497559
	Iteration 27Q: 3 clusters Score -6415330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -6415353.000000 Penalty: 5404.497559
	Iteration 28Q: 3 clusters Score -6415353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6415371.000000 Penalty: 5404.497559
	Iteration 29Q: 3 clusters Score -6415371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -6415391.000000 Penalty: 5404.497559
	Iteration 30Q: 3 clusters Score -6415391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -6415407.000000 Penalty: 5404.497559
	Iteration 31Q: 3 clusters Score -6415407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -6415431.000000 Penalty: 5404.497559
	Iteration 32Q: 3 clusters Score -6415431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -6415437.000000 Penalty: 5404.497559
	Iteration 33Q: 3 clusters Score -6415437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -6415437.500000 Penalty: 5404.497559
	Iteration 34Q: 3 clusters Score -6415438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -6415450.500000 Penalty: 5404.497559
	Iteration 35Q: 3 clusters Score -6415450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6415459.500000 Penalty: 5404.497559
	Iteration 36Q: 3 clusters Score -6415460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -6415464.000000 Penalty: 5404.497559
	Iteration 37Q: 3 clusters Score -6415464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6415470.500000 Penalty: 5404.497559
	Iteration 38Q: 3 clusters Score -6415470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -6415472.000000 Penalty: 5404.497559
	Iteration 39Q: 3 clusters Score -6415472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6415476.000000 Penalty: 5404.497559
	Iteration 40F: 3 clusters Score -6415476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -6415482.000000 Penalty: 5404.497559
	Iteration 41Q: 3 clusters Score -6415482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -6415485.500000 Penalty: 5404.497559
	Iteration 42Q: 3 clusters Score -6415486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -6415489.000000 Penalty: 5404.497559
	Iteration 43Q: 3 clusters Score -6415489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6415490.500000 Penalty: 5404.497559
	Iteration 44Q: 3 clusters Score -6415490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -6415495.500000 Penalty: 5404.497559
	Iteration 45Q: 3 clusters Score -6415496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -6415494.500000 Penalty: 5404.497559
	Iteration 46Q: 3 clusters Score -6415494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6415492.000000 Penalty: 5404.497559
	Iteration 47Q: 3 clusters Score -6415492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6415492.000000 Penalty: 5404.497559
	Iteration 48F: 3 clusters Score -6415492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (243434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243434 members 
Entering Unmasked Estep 
Score: -28473452.000000 Penalty: 3075.845215
	Iteration 0F: 2 clusters Score -2.847345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121986 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -28314726.000000 Penalty: 6151.690430
	Iteration 0F: 3 clusters Score -2.831473e+07 nChanged 117463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -28384470.000000 Penalty: 6151.690430
	Iteration 1F: 3 clusters Score -2.838447e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 113037 members 
Entering Unmasked Estep 
Score: -28386030.000000 Penalty: 6151.690430
	Iteration 2Q: 3 clusters Score -2.838603e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136039 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -28388624.000000 Penalty: 6151.690430
	Iteration 3Q: 3 clusters Score -2.838862e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144328 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -28393224.000000 Penalty: 6151.690430
	Iteration 4Q: 3 clusters Score -2.839322e+07 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -28401644.000000 Penalty: 6151.690430
	Iteration 5F: 3 clusters Score -2.840164e+07 nChanged 17537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -28414328.000000 Penalty: 6151.690430
	Iteration 6F: 3 clusters Score -2.841433e+07 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188391 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -28430084.000000 Penalty: 6151.690430
	Iteration 7F: 3 clusters Score -2.843008e+07 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203161 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -28443880.000000 Penalty: 6151.690430
	Iteration 8F: 3 clusters Score -2.844388e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213812 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -28453444.000000 Penalty: 6151.690430
	Iteration 9Q: 3 clusters Score -2.845344e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220861 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -28459330.000000 Penalty: 6151.690430
	Iteration 10Q: 3 clusters Score -2.845933e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225721 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -28463074.000000 Penalty: 6151.690430
	Iteration 11Q: 3 clusters Score -2.846307e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229232 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -28465294.000000 Penalty: 6151.690430
	Iteration 12Q: 3 clusters Score -2.846529e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231819 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -28466892.000000 Penalty: 6151.690430
	Iteration 13Q: 3 clusters Score -2.846689e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233751 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -28468146.000000 Penalty: 6151.690430
	Iteration 14Q: 3 clusters Score -2.846815e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235214 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -28469234.000000 Penalty: 6151.690430
	Iteration 15Q: 3 clusters Score -2.846923e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236283 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -28470010.000000 Penalty: 6151.690430
	Iteration 16Q: 3 clusters Score -2.847001e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237077 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -28470424.000000 Penalty: 6151.690430
	Iteration 17Q: 3 clusters Score -2.847042e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237700 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -28470750.000000 Penalty: 6151.690430
	Iteration 18Q: 3 clusters Score -2.847075e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238182 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -28470986.000000 Penalty: 6151.690430
	Iteration 19Q: 3 clusters Score -2.847099e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238584 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -28471180.000000 Penalty: 6151.690430
	Iteration 20F: 3 clusters Score -2.847118e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238907 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -28471208.000000 Penalty: 6151.690430
	Iteration 21Q: 3 clusters Score -2.847121e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239173 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -28471288.000000 Penalty: 6151.690430
	Iteration 22Q: 3 clusters Score -2.847129e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239375 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -28471362.000000 Penalty: 6151.690430
	Iteration 23Q: 3 clusters Score -2.847136e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239551 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -28471406.000000 Penalty: 6151.690430
	Iteration 24Q: 3 clusters Score -2.847141e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239695 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -28471414.000000 Penalty: 6151.690430
	Iteration 25Q: 3 clusters Score -2.847141e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239820 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -28471398.000000 Penalty: 6151.690430
	Iteration 26Q: 3 clusters Score -2.84714e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239935 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -28471440.000000 Penalty: 6151.690430
	Iteration 27Q: 3 clusters Score -2.847144e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240036 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -28471390.000000 Penalty: 6151.690430
	Iteration 28Q: 3 clusters Score -2.847139e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240130 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -28471404.000000 Penalty: 6151.690430
	Iteration 29Q: 3 clusters Score -2.84714e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240219 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -28471352.000000 Penalty: 6151.690430
	Iteration 30Q: 3 clusters Score -2.847135e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240294 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -28471354.000000 Penalty: 6151.690430
	Iteration 31Q: 3 clusters Score -2.847135e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240369 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -28471364.000000 Penalty: 6151.690430
	Iteration 32Q: 3 clusters Score -2.847136e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240424 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -28471356.000000 Penalty: 6151.690430
	Iteration 33Q: 3 clusters Score -2.847136e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240480 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -28471320.000000 Penalty: 6151.690430
	Iteration 34Q: 3 clusters Score -2.847132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240531 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -28471360.000000 Penalty: 6151.690430
	Iteration 35Q: 3 clusters Score -2.847136e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240594 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -28471344.000000 Penalty: 6151.690430
	Iteration 36Q: 3 clusters Score -2.847134e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240636 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -28471350.000000 Penalty: 6151.690430
	Iteration 37Q: 3 clusters Score -2.847135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240671 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -28471360.000000 Penalty: 6151.690430
	Iteration 38Q: 3 clusters Score -2.847136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240695 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -28471360.000000 Penalty: 6151.690430
	Iteration 39Q: 3 clusters Score -2.847136e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240732 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -28471382.000000 Penalty: 6151.690430
	Iteration 40F: 3 clusters Score -2.847138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240767 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -28471386.000000 Penalty: 6151.690430
	Iteration 41Q: 3 clusters Score -2.847139e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -28471406.000000 Penalty: 6151.690430
	Iteration 42Q: 3 clusters Score -2.847141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240846 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -28471398.000000 Penalty: 6151.690430
	Iteration 43Q: 3 clusters Score -2.84714e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240888 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -28471406.000000 Penalty: 6151.690430
	Iteration 44Q: 3 clusters Score -2.847141e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240921 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -28471442.000000 Penalty: 6151.690430
	Iteration 45Q: 3 clusters Score -2.847144e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240960 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -28471424.000000 Penalty: 6151.690430
	Iteration 46Q: 3 clusters Score -2.847142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240995 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -28471404.000000 Penalty: 6151.690430
	Iteration 47Q: 3 clusters Score -2.84714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -28471426.000000 Penalty: 6151.690430
	Iteration 48Q: 3 clusters Score -2.847143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241068 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -28471400.000000 Penalty: 6151.690430
	Iteration 49Q: 3 clusters Score -2.84714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241084 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -28471378.000000 Penalty: 6151.690430
	Iteration 50Q: 3 clusters Score -2.847138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241110 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -28471362.000000 Penalty: 6151.690430
	Iteration 51Q: 3 clusters Score -2.847136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241126 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -28471352.000000 Penalty: 6151.690430
	Iteration 52Q: 3 clusters Score -2.847135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241141 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -28471358.000000 Penalty: 6151.690430
	Iteration 53Q: 3 clusters Score -2.847136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241152 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -28471360.000000 Penalty: 6151.690430
	Iteration 54Q: 3 clusters Score -2.847136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241162 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -28471358.000000 Penalty: 6151.690430
	Iteration 55Q: 3 clusters Score -2.847136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241176 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -28471392.000000 Penalty: 6151.690430
	Iteration 56Q: 3 clusters Score -2.847139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241184 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -28471392.000000 Penalty: 6151.690430
	Iteration 57Q: 3 clusters Score -2.847139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241193 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -28471400.000000 Penalty: 6151.690430
	Iteration 58Q: 3 clusters Score -2.84714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241202 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -28471408.000000 Penalty: 6151.690430
	Iteration 59Q: 3 clusters Score -2.847141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241206 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -28471406.000000 Penalty: 6151.690430
	Iteration 60F: 3 clusters Score -2.847141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241211 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -28471408.000000 Penalty: 6151.690430
	Iteration 61Q: 3 clusters Score -2.847141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241216 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -28471406.000000 Penalty: 6151.690430
	Iteration 62Q: 3 clusters Score -2.847141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241218 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -28471396.000000 Penalty: 6151.690430
	Iteration 63Q: 3 clusters Score -2.84714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241220 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -28471382.000000 Penalty: 6151.690430
	Iteration 64Q: 3 clusters Score -2.847138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241220 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -28471382.000000 Penalty: 6151.690430
	Iteration 65F: 3 clusters Score -2.847138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (194172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194172 members 
Entering Unmasked Estep 
Score: -22871314.000000 Penalty: 3019.771729
	Iteration 0F: 2 clusters Score -2.287131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96633 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -22743838.000000 Penalty: 6039.543457
	Iteration 0F: 3 clusters Score -2.274384e+07 nChanged 93009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -22798420.000000 Penalty: 6039.543457
	Iteration 1F: 3 clusters Score -2.279842e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -22799896.000000 Penalty: 6039.543457
	Iteration 2Q: 3 clusters Score -2.27999e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -22802546.000000 Penalty: 6039.543457
	Iteration 3Q: 3 clusters Score -2.280255e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -22807740.000000 Penalty: 6039.543457
	Iteration 4F: 3 clusters Score -2.280774e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -22817192.000000 Penalty: 6039.543457
	Iteration 5F: 3 clusters Score -2.281719e+07 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 153838 members 
Entering Unmasked Estep 
Score: -22832186.000000 Penalty: 6039.543457
	Iteration 6F: 3 clusters Score -2.283219e+07 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -22848988.000000 Penalty: 6039.543457
	Iteration 7F: 3 clusters Score -2.284899e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 183596 members 
Entering Unmasked Estep 
Score: -22860402.000000 Penalty: 6039.543457
	Iteration 8F: 3 clusters Score -2.28604e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 189620 members 
Entering Unmasked Estep 
Score: -22865802.000000 Penalty: 6039.543457
	Iteration 9Q: 3 clusters Score -2.28658e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 191837 members 
Entering Unmasked Estep 
Score: -22867748.000000 Penalty: 6039.543457
	Iteration 10Q: 3 clusters Score -2.286775e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -22868478.000000 Penalty: 6039.543457
	Iteration 11Q: 3 clusters Score -2.286848e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 192868 members 
Entering Unmasked Estep 
Score: -22868832.000000 Penalty: 6039.543457
	Iteration 12Q: 3 clusters Score -2.286883e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 192956 members 
Entering Unmasked Estep 
Score: -22869096.000000 Penalty: 6039.543457
	Iteration 13Q: 3 clusters Score -2.28691e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 192982 members 
Entering Unmasked Estep 
Score: -22869200.000000 Penalty: 6039.543457
	Iteration 14Q: 3 clusters Score -2.28692e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 192981 members 
Entering Unmasked Estep 
Score: -22869298.000000 Penalty: 6039.543457
	Iteration 15Q: 3 clusters Score -2.28693e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 192978 members 
Entering Unmasked Estep 
Score: -22869350.000000 Penalty: 6039.543457
	Iteration 16Q: 3 clusters Score -2.286935e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -22869418.000000 Penalty: 6039.543457
	Iteration 17Q: 3 clusters Score -2.286942e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 192975 members 
Entering Unmasked Estep 
Score: -22869448.000000 Penalty: 6039.543457
	Iteration 18Q: 3 clusters Score -2.286945e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 192967 members 
Entering Unmasked Estep 
Score: -22869506.000000 Penalty: 6039.543457
	Iteration 19Q: 3 clusters Score -2.286951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 192967 members 
Entering Unmasked Estep 
Score: -22869534.000000 Penalty: 6039.543457
	Iteration 20F: 3 clusters Score -2.286953e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -22869554.000000 Penalty: 6039.543457
	Iteration 21Q: 3 clusters Score -2.286955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 192944 members 
Entering Unmasked Estep 
Score: -22869590.000000 Penalty: 6039.543457
	Iteration 22Q: 3 clusters Score -2.286959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -22869624.000000 Penalty: 6039.543457
	Iteration 23Q: 3 clusters Score -2.286962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 192935 members 
Entering Unmasked Estep 
Score: -22869618.000000 Penalty: 6039.543457
	Iteration 24Q: 3 clusters Score -2.286962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 192926 members 
Entering Unmasked Estep 
Score: -22869652.000000 Penalty: 6039.543457
	Iteration 25Q: 3 clusters Score -2.286965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 192918 members 
Entering Unmasked Estep 
Score: -22869636.000000 Penalty: 6039.543457
	Iteration 26Q: 3 clusters Score -2.286964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 192908 members 
Entering Unmasked Estep 
Score: -22869626.000000 Penalty: 6039.543457
	Iteration 27Q: 3 clusters Score -2.286963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 192905 members 
Entering Unmasked Estep 
Score: -22869630.000000 Penalty: 6039.543457
	Iteration 28Q: 3 clusters Score -2.286963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 192903 members 
Entering Unmasked Estep 
Score: -22869618.000000 Penalty: 6039.543457
	Iteration 29Q: 3 clusters Score -2.286962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 192903 members 
Entering Unmasked Estep 
Score: -22869608.000000 Penalty: 6039.543457
	Iteration 30Q: 3 clusters Score -2.286961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -22869612.000000 Penalty: 6039.543457
	Iteration 31Q: 3 clusters Score -2.286961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -22869614.000000 Penalty: 6039.543457
	Iteration 32Q: 3 clusters Score -2.286961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -22869616.000000 Penalty: 6039.543457
	Iteration 33Q: 3 clusters Score -2.286962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -22869610.000000 Penalty: 6039.543457
	Iteration 34Q: 3 clusters Score -2.286961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 192898 members 
Entering Unmasked Estep 
Score: -22869618.000000 Penalty: 6039.543457
	Iteration 35Q: 3 clusters Score -2.286962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 192898 members 
Entering Unmasked Estep 
Score: -22869618.000000 Penalty: 6039.543457
	Iteration 36F: 3 clusters Score -2.286962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Entering Unmasked Estep 
Score: -1185365.750000 Penalty: 2292.504395
	Iteration 0F: 2 clusters Score -1185366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1177445.375000 Penalty: 4585.008789
	Iteration 0F: 3 clusters Score -1177445 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1179964.500000 Penalty: 4585.008789
	Iteration 1F: 3 clusters Score -1179964 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1180568.625000 Penalty: 4585.008789
	Iteration 2F: 3 clusters Score -1180569 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1181345.750000 Penalty: 4585.008789
	Iteration 3F: 3 clusters Score -1181346 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1182313.750000 Penalty: 4585.008789
	Iteration 4F: 3 clusters Score -1182314 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1183127.750000 Penalty: 4585.008789
	Iteration 5F: 3 clusters Score -1183128 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1183542.125000 Penalty: 4585.008789
	Iteration 6F: 3 clusters Score -1183542 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1183757.500000 Penalty: 4585.008789
	Iteration 7Q: 3 clusters Score -1183758 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1183854.000000 Penalty: 4585.008789
	Iteration 8Q: 3 clusters Score -1183854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1183903.375000 Penalty: 4585.008789
	Iteration 9Q: 3 clusters Score -1183903 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1183924.250000 Penalty: 4585.008789
	Iteration 10Q: 3 clusters Score -1183924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1183937.250000 Penalty: 4585.008789
	Iteration 11Q: 3 clusters Score -1183937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1183948.375000 Penalty: 4585.008789
	Iteration 12Q: 3 clusters Score -1183948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1183952.125000 Penalty: 4585.008789
	Iteration 13Q: 3 clusters Score -1183952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1183956.625000 Penalty: 4585.008789
	Iteration 14Q: 3 clusters Score -1183957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1183959.000000 Penalty: 4585.008789
	Iteration 15Q: 3 clusters Score -1183959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1183960.875000 Penalty: 4585.008789
	Iteration 16Q: 3 clusters Score -1183961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1183963.375000 Penalty: 4585.008789
	Iteration 17Q: 3 clusters Score -1183963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1183960.875000 Penalty: 4585.008789
	Iteration 18Q: 3 clusters Score -1183961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1183964.000000 Penalty: 4585.008789
	Iteration 19Q: 3 clusters Score -1183964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1183966.000000 Penalty: 4585.008789
	Iteration 20F: 3 clusters Score -1183966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1183965.250000 Penalty: 4585.008789
	Iteration 21Q: 3 clusters Score -1183965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1183966.750000 Penalty: 4585.008789
	Iteration 22Q: 3 clusters Score -1183967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1183971.750000 Penalty: 4585.008789
	Iteration 23Q: 3 clusters Score -1183972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1183971.875000 Penalty: 4585.008789
	Iteration 24Q: 3 clusters Score -1183972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1183970.625000 Penalty: 4585.008789
	Iteration 25Q: 3 clusters Score -1183971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1183972.250000 Penalty: 4585.008789
	Iteration 26Q: 3 clusters Score -1183972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1183972.375000 Penalty: 4585.008789
	Iteration 27Q: 3 clusters Score -1183972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1183970.875000 Penalty: 4585.008789
	Iteration 28Q: 3 clusters Score -1183971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1183972.875000 Penalty: 4585.008789
	Iteration 29Q: 3 clusters Score -1183973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1183972.500000 Penalty: 4585.008789
	Iteration 30Q: 3 clusters Score -1183972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1183973.375000 Penalty: 4585.008789
	Iteration 31Q: 3 clusters Score -1183973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1183972.750000 Penalty: 4585.008789
	Iteration 32Q: 3 clusters Score -1183973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1183972.750000 Penalty: 4585.008789
	Iteration 33F: 3 clusters Score -1183973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176996 members 
Entering Unmasked Estep 
Score: -20719112.000000 Penalty: 2996.802734
	Iteration 0F: 2 clusters Score -2.071911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -20601852.000000 Penalty: 5993.605469
	Iteration 0F: 3 clusters Score -2.060185e+07 nChanged 84775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -20650588.000000 Penalty: 5993.605469
	Iteration 1F: 3 clusters Score -2.065059e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -20651610.000000 Penalty: 5993.605469
	Iteration 2Q: 3 clusters Score -2.065161e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -20652456.000000 Penalty: 5993.605469
	Iteration 3Q: 3 clusters Score -2.065246e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -20653798.000000 Penalty: 5993.605469
	Iteration 4Q: 3 clusters Score -2.06538e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -20656212.000000 Penalty: 5993.605469
	Iteration 5Q: 3 clusters Score -2.065621e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 113642 members 
Entering Unmasked Estep 
Score: -20661054.000000 Penalty: 5993.605469
	Iteration 6F: 3 clusters Score -2.066105e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -20669762.000000 Penalty: 5993.605469
	Iteration 7F: 3 clusters Score -2.066976e+07 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -20683546.000000 Penalty: 5993.605469
	Iteration 8F: 3 clusters Score -2.068355e+07 nChanged 15834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 157660 members 
Entering Unmasked Estep 
Score: -20699150.000000 Penalty: 5993.605469
	Iteration 9F: 3 clusters Score -2.069915e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -20709776.000000 Penalty: 5993.605469
	Iteration 10F: 3 clusters Score -2.070978e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -20714296.000000 Penalty: 5993.605469
	Iteration 11Q: 3 clusters Score -2.07143e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -20715792.000000 Penalty: 5993.605469
	Iteration 12Q: 3 clusters Score -2.071579e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 176285 members 
Entering Unmasked Estep 
Score: -20716278.000000 Penalty: 5993.605469
	Iteration 13Q: 3 clusters Score -2.071628e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 176425 members 
Entering Unmasked Estep 
Score: -20716414.000000 Penalty: 5993.605469
	Iteration 14Q: 3 clusters Score -2.071641e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -20716508.000000 Penalty: 5993.605469
	Iteration 15Q: 3 clusters Score -2.071651e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 176511 members 
Entering Unmasked Estep 
Score: -20716526.000000 Penalty: 5993.605469
	Iteration 16Q: 3 clusters Score -2.071653e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 176521 members 
Entering Unmasked Estep 
Score: -20716576.000000 Penalty: 5993.605469
	Iteration 17Q: 3 clusters Score -2.071658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -20716590.000000 Penalty: 5993.605469
	Iteration 18Q: 3 clusters Score -2.071659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -20716592.000000 Penalty: 5993.605469
	Iteration 19Q: 3 clusters Score -2.071659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -20716612.000000 Penalty: 5993.605469
	Iteration 20F: 3 clusters Score -2.071661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -20716636.000000 Penalty: 5993.605469
	Iteration 21Q: 3 clusters Score -2.071664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 176564 members 
Entering Unmasked Estep 
Score: -20716652.000000 Penalty: 5993.605469
	Iteration 22Q: 3 clusters Score -2.071665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 176564 members 
Entering Unmasked Estep 
Score: -20716646.000000 Penalty: 5993.605469
	Iteration 23Q: 3 clusters Score -2.071665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -20716654.000000 Penalty: 5993.605469
	Iteration 24Q: 3 clusters Score -2.071665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -20716672.000000 Penalty: 5993.605469
	Iteration 25Q: 3 clusters Score -2.071667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -20716670.000000 Penalty: 5993.605469
	Iteration 26Q: 3 clusters Score -2.071667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -20716670.000000 Penalty: 5993.605469
	Iteration 27F: 3 clusters Score -2.071667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 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 338 members 
Entering Unmasked Estep 
Score: -64933.441406 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64933.44 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65211.214844 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65211.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65268.132812 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65268.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65325.218750 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -65325.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65378.343750 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -65378.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65422.164062 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65422.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65449.449219 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -65449.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65458.695312 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -65458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65461.050781 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -65461.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65463.175781 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -65463.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65467.015625 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -65467.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65473.320312 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -65473.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65478.761719 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -65478.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65484.144531 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -65484.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65493.769531 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -65493.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65507.113281 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -65507.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65519.703125 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -65519.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65531.000000 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -65531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65537.656250 Penalty: 3231.297607
	Iteration 18Q: 3 clusters Score -65537.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65544.281250 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -65544.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65556.046875 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -65556.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65572.656250 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -65572.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65586.828125 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -65586.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65618.226562 Penalty: 3231.297607
	Iteration 23Q: 3 clusters Score -65618.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65631.710938 Penalty: 3231.297607
	Iteration 24Q: 3 clusters Score -65631.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65642.054688 Penalty: 3231.297607
	Iteration 25Q: 3 clusters Score -65642.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65657.750000 Penalty: 3231.297607
	Iteration 26Q: 3 clusters Score -65657.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65702.054688 Penalty: 3231.297607
	Iteration 27Q: 3 clusters Score -65702.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65755.851562 Penalty: 3231.297607
	Iteration 28Q: 3 clusters Score -65755.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65809.054688 Penalty: 3231.297607
	Iteration 29Q: 3 clusters Score -65809.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65845.335938 Penalty: 3231.297607
	Iteration 30Q: 3 clusters Score -65845.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65882.140625 Penalty: 3231.297607
	Iteration 31Q: 3 clusters Score -65882.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65910.609375 Penalty: 3231.297607
	Iteration 32Q: 3 clusters Score -65910.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65931.156250 Penalty: 3231.297607
	Iteration 33Q: 3 clusters Score -65931.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65948.054688 Penalty: 3231.297607
	Iteration 34Q: 3 clusters Score -65948.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65961.476562 Penalty: 3231.297607
	Iteration 35Q: 3 clusters Score -65961.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65965.117188 Penalty: 3231.297607
	Iteration 36Q: 3 clusters Score -65965.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65968.140625 Penalty: 3231.297607
	Iteration 37Q: 3 clusters Score -65968.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65974.054688 Penalty: 3231.297607
	Iteration 38Q: 3 clusters Score -65974.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65981.117188 Penalty: 3231.297607
	Iteration 39Q: 3 clusters Score -65981.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66001.687500 Penalty: 3231.297607
	Iteration 40F: 3 clusters Score -66001.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66018.484375 Penalty: 3231.297607
	Iteration 41Q: 3 clusters Score -66018.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66022.507812 Penalty: 3231.297607
	Iteration 42Q: 3 clusters Score -66022.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66027.156250 Penalty: 3231.297607
	Iteration 43Q: 3 clusters Score -66027.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66029.648438 Penalty: 3231.297607
	Iteration 44Q: 3 clusters Score -66029.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66029.648438 Penalty: 3231.297607
	Iteration 45F: 3 clusters Score -66029.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Entering Unmasked Estep 
Score: -4654934.000000 Penalty: 2622.232910
	Iteration 0F: 2 clusters Score -4654934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4628469.500000 Penalty: 5244.465820
	Iteration 0F: 3 clusters Score -4628470 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4638164.000000 Penalty: 5244.465820
	Iteration 1F: 3 clusters Score -4638164 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4638595.000000 Penalty: 5244.465820
	Iteration 2Q: 3 clusters Score -4638595 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4638940.000000 Penalty: 5244.465820
	Iteration 3Q: 3 clusters Score -4638940 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4639313.500000 Penalty: 5244.465820
	Iteration 4Q: 3 clusters Score -4639314 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4639652.000000 Penalty: 5244.465820
	Iteration 5Q: 3 clusters Score -4639652 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4640049.000000 Penalty: 5244.465820
	Iteration 6Q: 3 clusters Score -4640049 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4640564.000000 Penalty: 5244.465820
	Iteration 7Q: 3 clusters Score -4640564 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4641339.500000 Penalty: 5244.465820
	Iteration 8Q: 3 clusters Score -4641340 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4642615.500000 Penalty: 5244.465820
	Iteration 9F: 3 clusters Score -4642616 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -4644515.500000 Penalty: 5244.465820
	Iteration 10F: 3 clusters Score -4644516 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4646909.000000 Penalty: 5244.465820
	Iteration 11F: 3 clusters Score -4646909 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4649238.000000 Penalty: 5244.465820
	Iteration 12F: 3 clusters Score -4649238 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4650779.000000 Penalty: 5244.465820
	Iteration 13Q: 3 clusters Score -4650779 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -4651650.000000 Penalty: 5244.465820
	Iteration 14Q: 3 clusters Score -4651650 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4652133.000000 Penalty: 5244.465820
	Iteration 15Q: 3 clusters Score -4652133 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4652456.500000 Penalty: 5244.465820
	Iteration 16Q: 3 clusters Score -4652456 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4652649.500000 Penalty: 5244.465820
	Iteration 17Q: 3 clusters Score -4652650 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4652765.500000 Penalty: 5244.465820
	Iteration 18Q: 3 clusters Score -4652766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4652807.000000 Penalty: 5244.465820
	Iteration 19Q: 3 clusters Score -4652807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4652857.000000 Penalty: 5244.465820
	Iteration 20F: 3 clusters Score -4652857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4652876.000000 Penalty: 5244.465820
	Iteration 21Q: 3 clusters Score -4652876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4652891.000000 Penalty: 5244.465820
	Iteration 22Q: 3 clusters Score -4652891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4652908.500000 Penalty: 5244.465820
	Iteration 23Q: 3 clusters Score -4652908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4652916.500000 Penalty: 5244.465820
	Iteration 24Q: 3 clusters Score -4652916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4652933.000000 Penalty: 5244.465820
	Iteration 25Q: 3 clusters Score -4652933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4652940.000000 Penalty: 5244.465820
	Iteration 26Q: 3 clusters Score -4652940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4652939.500000 Penalty: 5244.465820
	Iteration 27Q: 3 clusters Score -4652940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4652946.000000 Penalty: 5244.465820
	Iteration 28Q: 3 clusters Score -4652946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4652945.000000 Penalty: 5244.465820
	Iteration 29Q: 3 clusters Score -4652945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4652945.500000 Penalty: 5244.465820
	Iteration 30Q: 3 clusters Score -4652946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4652947.500000 Penalty: 5244.465820
	Iteration 31Q: 3 clusters Score -4652948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4652940.000000 Penalty: 5244.465820
	Iteration 32Q: 3 clusters Score -4652940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4652945.000000 Penalty: 5244.465820
	Iteration 33Q: 3 clusters Score -4652945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4652948.500000 Penalty: 5244.465820
	Iteration 34Q: 3 clusters Score -4652948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4652949.500000 Penalty: 5244.465820
	Iteration 35Q: 3 clusters Score -4652950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4652945.000000 Penalty: 5244.465820
	Iteration 36Q: 3 clusters Score -4652945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -4652945.000000 Penalty: 5244.465820
	Iteration 37F: 3 clusters Score -4652945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Entering Unmasked Estep 
Score: -6578527.500000 Penalty: 2710.274170
	Iteration 0F: 2 clusters Score -6578528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6541291.500000 Penalty: 5420.548340
	Iteration 0F: 3 clusters Score -6541292 nChanged 25817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -6555668.500000 Penalty: 5420.548340
	Iteration 1F: 3 clusters Score -6555668 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6556175.000000 Penalty: 5420.548340
	Iteration 2Q: 3 clusters Score -6556175 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -6556623.000000 Penalty: 5420.548340
	Iteration 3Q: 3 clusters Score -6556623 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -6557018.000000 Penalty: 5420.548340
	Iteration 4Q: 3 clusters Score -6557018 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -6557523.500000 Penalty: 5420.548340
	Iteration 5Q: 3 clusters Score -6557524 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -6558045.500000 Penalty: 5420.548340
	Iteration 6Q: 3 clusters Score -6558046 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -6558725.000000 Penalty: 5420.548340
	Iteration 7Q: 3 clusters Score -6558725 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -6559745.000000 Penalty: 5420.548340
	Iteration 8Q: 3 clusters Score -6559745 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -6561185.500000 Penalty: 5420.548340
	Iteration 9F: 3 clusters Score -6561186 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -6563344.000000 Penalty: 5420.548340
	Iteration 10F: 3 clusters Score -6563344 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6566332.500000 Penalty: 5420.548340
	Iteration 11F: 3 clusters Score -6566332 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -6569593.500000 Penalty: 5420.548340
	Iteration 12F: 3 clusters Score -6569594 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6572166.000000 Penalty: 5420.548340
	Iteration 13F: 3 clusters Score -6572166 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6573983.500000 Penalty: 5420.548340
	Iteration 14Q: 3 clusters Score -6573984 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -6575092.000000 Penalty: 5420.548340
	Iteration 15Q: 3 clusters Score -6575092 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -6575727.000000 Penalty: 5420.548340
	Iteration 16Q: 3 clusters Score -6575727 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -6576014.000000 Penalty: 5420.548340
	Iteration 17Q: 3 clusters Score -6576014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -6576157.500000 Penalty: 5420.548340
	Iteration 18Q: 3 clusters Score -6576158 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -6576246.000000 Penalty: 5420.548340
	Iteration 19Q: 3 clusters Score -6576246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -6576291.500000 Penalty: 5420.548340
	Iteration 20F: 3 clusters Score -6576292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -6576326.000000 Penalty: 5420.548340
	Iteration 21Q: 3 clusters Score -6576326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -6576337.500000 Penalty: 5420.548340
	Iteration 22Q: 3 clusters Score -6576338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -6576347.500000 Penalty: 5420.548340
	Iteration 23Q: 3 clusters Score -6576348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -6576347.500000 Penalty: 5420.548340
	Iteration 24Q: 3 clusters Score -6576348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -6576370.000000 Penalty: 5420.548340
	Iteration 25Q: 3 clusters Score -6576370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -6576376.000000 Penalty: 5420.548340
	Iteration 26Q: 3 clusters Score -6576376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -6576391.000000 Penalty: 5420.548340
	Iteration 27Q: 3 clusters Score -6576391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -6576391.000000 Penalty: 5420.548340
	Iteration 28Q: 3 clusters Score -6576391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -6576389.000000 Penalty: 5420.548340
	Iteration 29Q: 3 clusters Score -6576389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -6576393.500000 Penalty: 5420.548340
	Iteration 30Q: 3 clusters Score -6576394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -6576399.500000 Penalty: 5420.548340
	Iteration 31Q: 3 clusters Score -6576400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -6576399.500000 Penalty: 5420.548340
	Iteration 32Q: 3 clusters Score -6576400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -6576401.500000 Penalty: 5420.548340
	Iteration 33Q: 3 clusters Score -6576402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -6576401.500000 Penalty: 5420.548340
	Iteration 34Q: 3 clusters Score -6576402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -6576399.000000 Penalty: 5420.548340
	Iteration 35Q: 3 clusters Score -6576399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -6576402.500000 Penalty: 5420.548340
	Iteration 36Q: 3 clusters Score -6576402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -6576402.000000 Penalty: 5420.548340
	Iteration 37Q: 3 clusters Score -6576402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -6576399.000000 Penalty: 5420.548340
	Iteration 38Q: 3 clusters Score -6576399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -6576399.000000 Penalty: 5420.548340
	Iteration 39F: 3 clusters Score -6576399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Entering Unmasked Estep 
Score: -9701333.000000 Penalty: 2809.920410
	Iteration 0F: 2 clusters Score -9701333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -9645589.000000 Penalty: 5619.840820
	Iteration 0F: 3 clusters Score -9645589 nChanged 39032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -9668184.000000 Penalty: 5619.840820
	Iteration 1F: 3 clusters Score -9668184 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -9669089.000000 Penalty: 5619.840820
	Iteration 2Q: 3 clusters Score -9669089 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -9670228.000000 Penalty: 5619.840820
	Iteration 3Q: 3 clusters Score -9670228 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -9671808.000000 Penalty: 5619.840820
	Iteration 4Q: 3 clusters Score -9671808 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -9673788.000000 Penalty: 5619.840820
	Iteration 5Q: 3 clusters Score -9673788 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -9676071.000000 Penalty: 5619.840820
	Iteration 6F: 3 clusters Score -9676071 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -9678364.000000 Penalty: 5619.840820
	Iteration 7F: 3 clusters Score -9678364 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -9680240.000000 Penalty: 5619.840820
	Iteration 8F: 3 clusters Score -9680240 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -9681584.000000 Penalty: 5619.840820
	Iteration 9Q: 3 clusters Score -9681584 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -9682585.000000 Penalty: 5619.840820
	Iteration 10Q: 3 clusters Score -9682585 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -9683362.000000 Penalty: 5619.840820
	Iteration 11Q: 3 clusters Score -9683362 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -9684165.000000 Penalty: 5619.840820
	Iteration 12Q: 3 clusters Score -9684165 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -9685028.000000 Penalty: 5619.840820
	Iteration 13Q: 3 clusters Score -9685028 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -9686130.000000 Penalty: 5619.840820
	Iteration 14Q: 3 clusters Score -9686130 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -9687396.000000 Penalty: 5619.840820
	Iteration 15Q: 3 clusters Score -9687396 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -9688832.000000 Penalty: 5619.840820
	Iteration 16Q: 3 clusters Score -9688832 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -9690620.000000 Penalty: 5619.840820
	Iteration 17Q: 3 clusters Score -9690620 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -9692190.000000 Penalty: 5619.840820
	Iteration 18Q: 3 clusters Score -9692190 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -9693892.000000 Penalty: 5619.840820
	Iteration 19Q: 3 clusters Score -9693892 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -9695340.000000 Penalty: 5619.840820
	Iteration 20F: 3 clusters Score -9695340 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -9696442.000000 Penalty: 5619.840820
	Iteration 21Q: 3 clusters Score -9696442 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -9697134.000000 Penalty: 5619.840820
	Iteration 22Q: 3 clusters Score -9697134 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -9697554.000000 Penalty: 5619.840820
	Iteration 23Q: 3 clusters Score -9697554 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -9697905.000000 Penalty: 5619.840820
	Iteration 24Q: 3 clusters Score -9697905 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -9698115.000000 Penalty: 5619.840820
	Iteration 25Q: 3 clusters Score -9698115 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -9698323.000000 Penalty: 5619.840820
	Iteration 26Q: 3 clusters Score -9698323 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -9698445.000000 Penalty: 5619.840820
	Iteration 27Q: 3 clusters Score -9698445 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -9698575.000000 Penalty: 5619.840820
	Iteration 28Q: 3 clusters Score -9698575 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -9698688.000000 Penalty: 5619.840820
	Iteration 29Q: 3 clusters Score -9698688 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -9698753.000000 Penalty: 5619.840820
	Iteration 30Q: 3 clusters Score -9698753 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -9698809.000000 Penalty: 5619.840820
	Iteration 31Q: 3 clusters Score -9698809 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -9698879.000000 Penalty: 5619.840820
	Iteration 32Q: 3 clusters Score -9698879 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -9698927.000000 Penalty: 5619.840820
	Iteration 33Q: 3 clusters Score -9698927 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -9698948.000000 Penalty: 5619.840820
	Iteration 34Q: 3 clusters Score -9698948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -9698973.000000 Penalty: 5619.840820
	Iteration 35Q: 3 clusters Score -9698973 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -9699007.000000 Penalty: 5619.840820
	Iteration 36Q: 3 clusters Score -9699007 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -9699035.000000 Penalty: 5619.840820
	Iteration 37Q: 3 clusters Score -9699035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -9699055.000000 Penalty: 5619.840820
	Iteration 38Q: 3 clusters Score -9699055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -9699053.000000 Penalty: 5619.840820
	Iteration 39Q: 3 clusters Score -9699053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -9699062.000000 Penalty: 5619.840820
	Iteration 40F: 3 clusters Score -9699062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -9699088.000000 Penalty: 5619.840820
	Iteration 41Q: 3 clusters Score -9699088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -9699120.000000 Penalty: 5619.840820
	Iteration 42Q: 3 clusters Score -9699120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -9699128.000000 Penalty: 5619.840820
	Iteration 43Q: 3 clusters Score -9699128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -9699146.000000 Penalty: 5619.840820
	Iteration 44Q: 3 clusters Score -9699146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -9699147.000000 Penalty: 5619.840820
	Iteration 45Q: 3 clusters Score -9699147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -9699148.000000 Penalty: 5619.840820
	Iteration 46Q: 3 clusters Score -9699148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -9699151.000000 Penalty: 5619.840820
	Iteration 47Q: 3 clusters Score -9699151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -9699163.000000 Penalty: 5619.840820
	Iteration 48Q: 3 clusters Score -9699163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -9699203.000000 Penalty: 5619.840820
	Iteration 49Q: 3 clusters Score -9699203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -9699214.000000 Penalty: 5619.840820
	Iteration 50Q: 3 clusters Score -9699214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -9699218.000000 Penalty: 5619.840820
	Iteration 51Q: 3 clusters Score -9699218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -9699227.000000 Penalty: 5619.840820
	Iteration 52Q: 3 clusters Score -9699227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -9699227.000000 Penalty: 5619.840820
	Iteration 53Q: 3 clusters Score -9699227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -9699236.000000 Penalty: 5619.840820
	Iteration 54Q: 3 clusters Score -9699236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -9699247.000000 Penalty: 5619.840820
	Iteration 55Q: 3 clusters Score -9699247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -9699252.000000 Penalty: 5619.840820
	Iteration 56Q: 3 clusters Score -9699252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -9699258.000000 Penalty: 5619.840820
	Iteration 57Q: 3 clusters Score -9699258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -9699268.000000 Penalty: 5619.840820
	Iteration 58Q: 3 clusters Score -9699268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -9699271.000000 Penalty: 5619.840820
	Iteration 59Q: 3 clusters Score -9699271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -9699269.000000 Penalty: 5619.840820
	Iteration 60F: 3 clusters Score -9699269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -9699265.000000 Penalty: 5619.840820
	Iteration 61Q: 3 clusters Score -9699265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -9699277.000000 Penalty: 5619.840820
	Iteration 62Q: 3 clusters Score -9699277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -9699274.000000 Penalty: 5619.840820
	Iteration 63Q: 3 clusters Score -9699274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -9699286.000000 Penalty: 5619.840820
	Iteration 64Q: 3 clusters Score -9699286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -9699292.000000 Penalty: 5619.840820
	Iteration 65Q: 3 clusters Score -9699292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -9699311.000000 Penalty: 5619.840820
	Iteration 66Q: 3 clusters Score -9699311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -9699300.000000 Penalty: 5619.840820
	Iteration 67Q: 3 clusters Score -9699300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -9699291.000000 Penalty: 5619.840820
	Iteration 68Q: 3 clusters Score -9699291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -9699300.000000 Penalty: 5619.840820
	Iteration 69Q: 3 clusters Score -9699300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -9699301.000000 Penalty: 5619.840820
	Iteration 70Q: 3 clusters Score -9699301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -9699317.000000 Penalty: 5619.840820
	Iteration 71Q: 3 clusters Score -9699317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -9699330.000000 Penalty: 5619.840820
	Iteration 72Q: 3 clusters Score -9699330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -9699335.000000 Penalty: 5619.840820
	Iteration 73Q: 3 clusters Score -9699335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -9699338.000000 Penalty: 5619.840820
	Iteration 74Q: 3 clusters Score -9699338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -9699339.000000 Penalty: 5619.840820
	Iteration 75Q: 3 clusters Score -9699339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -9699349.000000 Penalty: 5619.840820
	Iteration 76Q: 3 clusters Score -9699349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -9699344.000000 Penalty: 5619.840820
	Iteration 77Q: 3 clusters Score -9699344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -9699340.000000 Penalty: 5619.840820
	Iteration 78Q: 3 clusters Score -9699340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -9699345.000000 Penalty: 5619.840820
	Iteration 79Q: 3 clusters Score -9699345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -9699342.000000 Penalty: 5619.840820
	Iteration 80F: 3 clusters Score -9699342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 81805 members 
Entering Unmasked Estep 
Score: -9699342.000000 Penalty: 5619.840820
	Iteration 81Q: 3 clusters Score -9699342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -9699338.000000 Penalty: 5619.840820
	Iteration 82Q: 3 clusters Score -9699338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -9699342.000000 Penalty: 5619.840820
	Iteration 83Q: 3 clusters Score -9699342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -9699344.000000 Penalty: 5619.840820
	Iteration 84Q: 3 clusters Score -9699344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -9699347.000000 Penalty: 5619.840820
	Iteration 85Q: 3 clusters Score -9699347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -9699347.000000 Penalty: 5619.840820
	Iteration 86F: 3 clusters Score -9699347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 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 446 members 
Entering Unmasked Estep 
Score: -84961.625000 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -84961.62 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85408.742188 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85408.74 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85685.273438 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85685.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85933.289062 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -85933.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86220.984375 Penalty: 3362.277344
	Iteration 4F: 3 clusters Score -86220.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86397.273438 Penalty: 3362.277344
	Iteration 5Q: 3 clusters Score -86397.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86514.468750 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -86514.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86607.460938 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -86607.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86645.054688 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -86645.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86654.710938 Penalty: 3362.277344
	Iteration 9Q: 3 clusters Score -86654.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86664.664062 Penalty: 3362.277344
	Iteration 10Q: 3 clusters Score -86664.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86667.687500 Penalty: 3362.277344
	Iteration 11Q: 3 clusters Score -86667.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86667.687500 Penalty: 3362.277344
	Iteration 12F: 3 clusters Score -86667.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -260520.828125 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -260520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -257750.562500 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -257750.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -258267.156250 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -258267.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258380.000000 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -258380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258452.000000 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -258452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258501.000000 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -258501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258532.390625 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -258532.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258558.468750 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -258558.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258575.437500 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -258575.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -258583.812500 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -258583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258590.390625 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -258590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -258598.515625 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -258598.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258602.031250 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -258602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258604.031250 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -258604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258606.843750 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -258606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258609.906250 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -258609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258611.578125 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -258611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -258611.671875 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -258611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258614.406250 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -258614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -258617.875000 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -258617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258620.359375 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -258620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258622.609375 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -258622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258624.828125 Penalty: 3830.228516
	Iteration 21Q: 3 clusters Score -258624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258625.796875 Penalty: 3830.228516
	Iteration 22Q: 3 clusters Score -258625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -258626.093750 Penalty: 3830.228516
	Iteration 23Q: 3 clusters Score -258626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258626.500000 Penalty: 3830.228516
	Iteration 24Q: 3 clusters Score -258626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258626.921875 Penalty: 3830.228516
	Iteration 25Q: 3 clusters Score -258626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -258627.343750 Penalty: 3830.228516
	Iteration 26Q: 3 clusters Score -258627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -258628.218750 Penalty: 3830.228516
	Iteration 27Q: 3 clusters Score -258628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258629.015625 Penalty: 3830.228516
	Iteration 28Q: 3 clusters Score -258629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -258629.250000 Penalty: 3830.228516
	Iteration 29Q: 3 clusters Score -258629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258629.578125 Penalty: 3830.228516
	Iteration 30Q: 3 clusters Score -258629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258629.578125 Penalty: 3830.228516
	Iteration 31F: 3 clusters Score -258629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -285185.750000 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -285185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -282198.031250 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -282198 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -282772.531250 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -282772.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -282949.031250 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -282949 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -283068.031250 Penalty: 3889.380615
	Iteration 3F: 3 clusters Score -283068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283160.906250 Penalty: 3889.380615
	Iteration 4Q: 3 clusters Score -283160.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -283251.218750 Penalty: 3889.380615
	Iteration 5Q: 3 clusters Score -283251.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283353.843750 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -283353.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283473.500000 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -283473.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283595.656250 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -283595.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283719.343750 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -283719.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283810.343750 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -283810.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283907.593750 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -283907.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -283981.781250 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -283981.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284061.375000 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -284061.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -284137.375000 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -284137.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -284201.375000 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -284201.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -284253.031250 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -284253 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -284307.468750 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -284307.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -284362.250000 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -284362.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284416.625000 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -284416.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -284461.843750 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -284461.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -284505.218750 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -284505.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -284544.406250 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -284544.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -284590.750000 Penalty: 3889.380615
	Iteration 23Q: 3 clusters Score -284590.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -284634.312500 Penalty: 3889.380615
	Iteration 24Q: 3 clusters Score -284634.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -284652.843750 Penalty: 3889.380615
	Iteration 25Q: 3 clusters Score -284652.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284665.968750 Penalty: 3889.380615
	Iteration 26Q: 3 clusters Score -284666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -284672.187500 Penalty: 3889.380615
	Iteration 27Q: 3 clusters Score -284672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -284673.656250 Penalty: 3889.380615
	Iteration 28Q: 3 clusters Score -284673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -284674.187500 Penalty: 3889.380615
	Iteration 29Q: 3 clusters Score -284674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -284674.187500 Penalty: 3889.380615
	Iteration 30F: 3 clusters Score -284674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Entering Unmasked Estep 
Score: -8464681.000000 Penalty: 2781.591553
	Iteration 0F: 2 clusters Score -8464681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -8414814.000000 Penalty: 5563.183105
	Iteration 0F: 3 clusters Score -8414814 nChanged 34896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -8434441.000000 Penalty: 5563.183105
	Iteration 1F: 3 clusters Score -8434441 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -8435417.000000 Penalty: 5563.183105
	Iteration 2Q: 3 clusters Score -8435417 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8436814.000000 Penalty: 5563.183105
	Iteration 3Q: 3 clusters Score -8436814 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -8439428.000000 Penalty: 5563.183105
	Iteration 4F: 3 clusters Score -8439428 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -8443600.000000 Penalty: 5563.183105
	Iteration 5F: 3 clusters Score -8443600 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -8449706.000000 Penalty: 5563.183105
	Iteration 6F: 3 clusters Score -8449706 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -8455979.000000 Penalty: 5563.183105
	Iteration 7F: 3 clusters Score -8455979 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -8459943.000000 Penalty: 5563.183105
	Iteration 8F: 3 clusters Score -8459943 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -8461452.000000 Penalty: 5563.183105
	Iteration 9Q: 3 clusters Score -8461452 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -8461988.000000 Penalty: 5563.183105
	Iteration 10Q: 3 clusters Score -8461988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -8462202.000000 Penalty: 5563.183105
	Iteration 11Q: 3 clusters Score -8462202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -8462310.000000 Penalty: 5563.183105
	Iteration 12Q: 3 clusters Score -8462310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -8462363.000000 Penalty: 5563.183105
	Iteration 13Q: 3 clusters Score -8462363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -8462368.000000 Penalty: 5563.183105
	Iteration 14Q: 3 clusters Score -8462368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -8462396.000000 Penalty: 5563.183105
	Iteration 15Q: 3 clusters Score -8462396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -8462413.000000 Penalty: 5563.183105
	Iteration 16Q: 3 clusters Score -8462413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -8462436.000000 Penalty: 5563.183105
	Iteration 17Q: 3 clusters Score -8462436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -8462433.000000 Penalty: 5563.183105
	Iteration 18Q: 3 clusters Score -8462433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -8462445.000000 Penalty: 5563.183105
	Iteration 19Q: 3 clusters Score -8462445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -8462437.000000 Penalty: 5563.183105
	Iteration 20F: 3 clusters Score -8462437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -8462437.000000 Penalty: 5563.183105
	Iteration 21Q: 3 clusters Score -8462437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -8462438.000000 Penalty: 5563.183105
	Iteration 22Q: 3 clusters Score -8462438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -8462438.000000 Penalty: 5563.183105
	Iteration 23F: 3 clusters Score -8462438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Entering Unmasked Estep 
Score: -3066828.000000 Penalty: 2519.648193
	Iteration 0F: 2 clusters Score -3066828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3048937.500000 Penalty: 5039.296387
	Iteration 0F: 3 clusters Score -3048938 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3055462.250000 Penalty: 5039.296387
	Iteration 1F: 3 clusters Score -3055462 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3056276.500000 Penalty: 5039.296387
	Iteration 2F: 3 clusters Score -3056276 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3057265.000000 Penalty: 5039.296387
	Iteration 3F: 3 clusters Score -3057265 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3058536.000000 Penalty: 5039.296387
	Iteration 4F: 3 clusters Score -3058536 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3059999.000000 Penalty: 5039.296387
	Iteration 5F: 3 clusters Score -3059999 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3061517.250000 Penalty: 5039.296387
	Iteration 6F: 3 clusters Score -3061517 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3062861.250000 Penalty: 5039.296387
	Iteration 7F: 3 clusters Score -3062861 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3063750.500000 Penalty: 5039.296387
	Iteration 8Q: 3 clusters Score -3063750 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3064279.750000 Penalty: 5039.296387
	Iteration 9Q: 3 clusters Score -3064280 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3064507.000000 Penalty: 5039.296387
	Iteration 10Q: 3 clusters Score -3064507 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3064617.000000 Penalty: 5039.296387
	Iteration 11Q: 3 clusters Score -3064617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3064703.750000 Penalty: 5039.296387
	Iteration 12Q: 3 clusters Score -3064704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3064741.000000 Penalty: 5039.296387
	Iteration 13Q: 3 clusters Score -3064741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3064773.000000 Penalty: 5039.296387
	Iteration 14Q: 3 clusters Score -3064773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3064795.750000 Penalty: 5039.296387
	Iteration 15Q: 3 clusters Score -3064796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3064822.250000 Penalty: 5039.296387
	Iteration 16Q: 3 clusters Score -3064822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3064845.500000 Penalty: 5039.296387
	Iteration 17Q: 3 clusters Score -3064846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3064873.000000 Penalty: 5039.296387
	Iteration 18Q: 3 clusters Score -3064873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3064897.000000 Penalty: 5039.296387
	Iteration 19Q: 3 clusters Score -3064897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3064916.750000 Penalty: 5039.296387
	Iteration 20F: 3 clusters Score -3064917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3064920.250000 Penalty: 5039.296387
	Iteration 21Q: 3 clusters Score -3064920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3064930.250000 Penalty: 5039.296387
	Iteration 22Q: 3 clusters Score -3064930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3064935.000000 Penalty: 5039.296387
	Iteration 23Q: 3 clusters Score -3064935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3064936.250000 Penalty: 5039.296387
	Iteration 24Q: 3 clusters Score -3064936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3064939.750000 Penalty: 5039.296387
	Iteration 25Q: 3 clusters Score -3064940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3064947.250000 Penalty: 5039.296387
	Iteration 26Q: 3 clusters Score -3064947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3064950.000000 Penalty: 5039.296387
	Iteration 27Q: 3 clusters Score -3064950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3064949.750000 Penalty: 5039.296387
	Iteration 28Q: 3 clusters Score -3064950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3064954.250000 Penalty: 5039.296387
	Iteration 29Q: 3 clusters Score -3064954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3064955.500000 Penalty: 5039.296387
	Iteration 30Q: 3 clusters Score -3064956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3064960.000000 Penalty: 5039.296387
	Iteration 31Q: 3 clusters Score -3064960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3064962.250000 Penalty: 5039.296387
	Iteration 32Q: 3 clusters Score -3064962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3064961.250000 Penalty: 5039.296387
	Iteration 33Q: 3 clusters Score -3064961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3064965.000000 Penalty: 5039.296387
	Iteration 34Q: 3 clusters Score -3064965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3064971.750000 Penalty: 5039.296387
	Iteration 35Q: 3 clusters Score -3064972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3064976.500000 Penalty: 5039.296387
	Iteration 36Q: 3 clusters Score -3064976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3064978.750000 Penalty: 5039.296387
	Iteration 37Q: 3 clusters Score -3064979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3064983.500000 Penalty: 5039.296387
	Iteration 38Q: 3 clusters Score -3064984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3064989.500000 Penalty: 5039.296387
	Iteration 39Q: 3 clusters Score -3064990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3064989.750000 Penalty: 5039.296387
	Iteration 40F: 3 clusters Score -3064990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3064988.250000 Penalty: 5039.296387
	Iteration 41Q: 3 clusters Score -3064988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3064992.250000 Penalty: 5039.296387
	Iteration 42Q: 3 clusters Score -3064992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3064996.500000 Penalty: 5039.296387
	Iteration 43Q: 3 clusters Score -3064996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3065000.750000 Penalty: 5039.296387
	Iteration 44Q: 3 clusters Score -3065001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3064997.000000 Penalty: 5039.296387
	Iteration 45Q: 3 clusters Score -3064997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3064998.000000 Penalty: 5039.296387
	Iteration 46Q: 3 clusters Score -3064998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3065008.750000 Penalty: 5039.296387
	Iteration 47Q: 3 clusters Score -3065009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3065016.000000 Penalty: 5039.296387
	Iteration 48Q: 3 clusters Score -3065016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3065026.250000 Penalty: 5039.296387
	Iteration 49Q: 3 clusters Score -3065026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3065023.500000 Penalty: 5039.296387
	Iteration 50Q: 3 clusters Score -3065024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3065040.000000 Penalty: 5039.296387
	Iteration 51Q: 3 clusters Score -3065040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3065042.500000 Penalty: 5039.296387
	Iteration 52Q: 3 clusters Score -3065042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3065052.250000 Penalty: 5039.296387
	Iteration 53Q: 3 clusters Score -3065052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3065053.750000 Penalty: 5039.296387
	Iteration 54Q: 3 clusters Score -3065054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3065059.500000 Penalty: 5039.296387
	Iteration 55Q: 3 clusters Score -3065060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3065066.250000 Penalty: 5039.296387
	Iteration 56Q: 3 clusters Score -3065066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3065068.250000 Penalty: 5039.296387
	Iteration 57Q: 3 clusters Score -3065068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3065073.250000 Penalty: 5039.296387
	Iteration 58Q: 3 clusters Score -3065073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3065068.750000 Penalty: 5039.296387
	Iteration 59Q: 3 clusters Score -3065069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3065072.000000 Penalty: 5039.296387
	Iteration 60F: 3 clusters Score -3065072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3065071.000000 Penalty: 5039.296387
	Iteration 61Q: 3 clusters Score -3065071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3065075.000000 Penalty: 5039.296387
	Iteration 62Q: 3 clusters Score -3065075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3065075.500000 Penalty: 5039.296387
	Iteration 63Q: 3 clusters Score -3065076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3065072.750000 Penalty: 5039.296387
	Iteration 64Q: 3 clusters Score -3065073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3065076.500000 Penalty: 5039.296387
	Iteration 65Q: 3 clusters Score -3065076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3065075.500000 Penalty: 5039.296387
	Iteration 66Q: 3 clusters Score -3065076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3065076.000000 Penalty: 5039.296387
	Iteration 67Q: 3 clusters Score -3065076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3065076.000000 Penalty: 5039.296387
	Iteration 68F: 3 clusters Score -3065076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -149734.296875 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149734.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -150231.031250 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150801.515625 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -150801.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -151860.656250 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -151860.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -152216.562500 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -152216.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -152321.390625 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -152321.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -152343.625000 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -152343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -152347.640625 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -152347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -152350.812500 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -152350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -152353.421875 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -152353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -152353.421875 Penalty: 3575.098633
	Iteration 10F: 3 clusters Score -152353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92297 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243434 members 
Mstep: Class 9 contains 194172 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176996 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215625 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235901 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 318 members 
Entering Unmasked Estep 
Score: -183974448.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183976960.000000 to -183974448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -104228.117188 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -104228.1 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 451 members 
Entering Unmasked Estep 
Score: -102335.273438 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -102335.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102585.976562 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -102586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102650.023438 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -102650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102682.585938 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -102682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102690.710938 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -102690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102695.765625 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -102695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102695.765625 Penalty: 3384.349854
	Iteration 6F: 3 clusters Score -102695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (215625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215625 members 
Entering Unmasked Estep 
Score: -25389184.000000 Penalty: 3045.761230
	Iteration 0F: 2 clusters Score -2.538918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -25252014.000000 Penalty: 6091.522461
	Iteration 0F: 3 clusters Score -2.525201e+07 nChanged 103831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -25312868.000000 Penalty: 6091.522461
	Iteration 1F: 3 clusters Score -2.531287e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -25314202.000000 Penalty: 6091.522461
	Iteration 2Q: 3 clusters Score -2.53142e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -25315782.000000 Penalty: 6091.522461
	Iteration 3Q: 3 clusters Score -2.531578e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -25318134.000000 Penalty: 6091.522461
	Iteration 4Q: 3 clusters Score -2.531813e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -25321996.000000 Penalty: 6091.522461
	Iteration 5Q: 3 clusters Score -2.5322e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -25327794.000000 Penalty: 6091.522461
	Iteration 6F: 3 clusters Score -2.532779e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -25336854.000000 Penalty: 6091.522461
	Iteration 7F: 3 clusters Score -2.533685e+07 nChanged 15328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -25348558.000000 Penalty: 6091.522461
	Iteration 8F: 3 clusters Score -2.534856e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -25360262.000000 Penalty: 6091.522461
	Iteration 9F: 3 clusters Score -2.536026e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 189530 members 
Entering Unmasked Estep 
Score: -25369722.000000 Penalty: 6091.522461
	Iteration 10F: 3 clusters Score -2.536972e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 198328 members 
Entering Unmasked Estep 
Score: -25376230.000000 Penalty: 6091.522461
	Iteration 11Q: 3 clusters Score -2.537623e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 204125 members 
Entering Unmasked Estep 
Score: -25380122.000000 Penalty: 6091.522461
	Iteration 12Q: 3 clusters Score -2.538012e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 207846 members 
Entering Unmasked Estep 
Score: -25382402.000000 Penalty: 6091.522461
	Iteration 13Q: 3 clusters Score -2.53824e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 210238 members 
Entering Unmasked Estep 
Score: -25383798.000000 Penalty: 6091.522461
	Iteration 14Q: 3 clusters Score -2.53838e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 211790 members 
Entering Unmasked Estep 
Score: -25384604.000000 Penalty: 6091.522461
	Iteration 15Q: 3 clusters Score -2.53846e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 212812 members 
Entering Unmasked Estep 
Score: -25385182.000000 Penalty: 6091.522461
	Iteration 16Q: 3 clusters Score -2.538518e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -25385500.000000 Penalty: 6091.522461
	Iteration 17Q: 3 clusters Score -2.53855e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 213851 members 
Entering Unmasked Estep 
Score: -25385796.000000 Penalty: 6091.522461
	Iteration 18Q: 3 clusters Score -2.53858e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 214101 members 
Entering Unmasked Estep 
Score: -25385956.000000 Penalty: 6091.522461
	Iteration 19Q: 3 clusters Score -2.538596e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 214274 members 
Entering Unmasked Estep 
Score: -25386120.000000 Penalty: 6091.522461
	Iteration 20F: 3 clusters Score -2.538612e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 214407 members 
Entering Unmasked Estep 
Score: -25386212.000000 Penalty: 6091.522461
	Iteration 21Q: 3 clusters Score -2.538621e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 214505 members 
Entering Unmasked Estep 
Score: -25386280.000000 Penalty: 6091.522461
	Iteration 22Q: 3 clusters Score -2.538628e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 214586 members 
Entering Unmasked Estep 
Score: -25386304.000000 Penalty: 6091.522461
	Iteration 23Q: 3 clusters Score -2.53863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 214639 members 
Entering Unmasked Estep 
Score: -25386344.000000 Penalty: 6091.522461
	Iteration 24Q: 3 clusters Score -2.538634e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 214684 members 
Entering Unmasked Estep 
Score: -25386370.000000 Penalty: 6091.522461
	Iteration 25Q: 3 clusters Score -2.538637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 214726 members 
Entering Unmasked Estep 
Score: -25386418.000000 Penalty: 6091.522461
	Iteration 26Q: 3 clusters Score -2.538642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 214757 members 
Entering Unmasked Estep 
Score: -25386422.000000 Penalty: 6091.522461
	Iteration 27Q: 3 clusters Score -2.538642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 214779 members 
Entering Unmasked Estep 
Score: -25386454.000000 Penalty: 6091.522461
	Iteration 28Q: 3 clusters Score -2.538645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 214792 members 
Entering Unmasked Estep 
Score: -25386470.000000 Penalty: 6091.522461
	Iteration 29Q: 3 clusters Score -2.538647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 214801 members 
Entering Unmasked Estep 
Score: -25386488.000000 Penalty: 6091.522461
	Iteration 30Q: 3 clusters Score -2.538649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 214811 members 
Entering Unmasked Estep 
Score: -25386492.000000 Penalty: 6091.522461
	Iteration 31Q: 3 clusters Score -2.538649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 214815 members 
Entering Unmasked Estep 
Score: -25386494.000000 Penalty: 6091.522461
	Iteration 32Q: 3 clusters Score -2.538649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 214821 members 
Entering Unmasked Estep 
Score: -25386486.000000 Penalty: 6091.522461
	Iteration 33Q: 3 clusters Score -2.538649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 214826 members 
Entering Unmasked Estep 
Score: -25386502.000000 Penalty: 6091.522461
	Iteration 34Q: 3 clusters Score -2.53865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 214829 members 
Entering Unmasked Estep 
Score: -25386498.000000 Penalty: 6091.522461
	Iteration 35Q: 3 clusters Score -2.53865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -25386502.000000 Penalty: 6091.522461
	Iteration 36Q: 3 clusters Score -2.53865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -25386510.000000 Penalty: 6091.522461
	Iteration 37Q: 3 clusters Score -2.538651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 214837 members 
Entering Unmasked Estep 
Score: -25386496.000000 Penalty: 6091.522461
	Iteration 38Q: 3 clusters Score -2.53865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -25386506.000000 Penalty: 6091.522461
	Iteration 39Q: 3 clusters Score -2.538651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -25386506.000000 Penalty: 6091.522461
	Iteration 40F: 3 clusters Score -2.538651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -130998.015625 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128980.125000 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -128980.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129318.335938 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129318.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129472.593750 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -129472.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129653.695312 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -129653.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129801.882812 Penalty: 3501.996338
	Iteration 4F: 3 clusters Score -129801.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -129891.750000 Penalty: 3501.996338
	Iteration 5F: 3 clusters Score -129891.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -129956.406250 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -129956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129994.773438 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -129994.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130023.242188 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -130023.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -130050.210938 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -130050.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -130072.375000 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -130072.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130102.382812 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -130102.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130123.304688 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -130123.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130134.437500 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -130134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130142.023438 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -130142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130146.234375 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -130146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130147.703125 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -130147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130149.007812 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -130149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130149.007812 Penalty: 3501.996338
	Iteration 18F: 3 clusters Score -130149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Entering Unmasked Estep 
Score: -1457559.875000 Penalty: 2355.131104
	Iteration 0F: 2 clusters Score -1457560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1447655.625000 Penalty: 4710.262207
	Iteration 0F: 3 clusters Score -1447656 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1450702.500000 Penalty: 4710.262207
	Iteration 1F: 3 clusters Score -1450702 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1451028.875000 Penalty: 4710.262207
	Iteration 2F: 3 clusters Score -1451029 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1451278.375000 Penalty: 4710.262207
	Iteration 3Q: 3 clusters Score -1451278 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1451504.250000 Penalty: 4710.262207
	Iteration 4Q: 3 clusters Score -1451504 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1451713.125000 Penalty: 4710.262207
	Iteration 5Q: 3 clusters Score -1451713 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1451919.375000 Penalty: 4710.262207
	Iteration 6Q: 3 clusters Score -1451919 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1452122.250000 Penalty: 4710.262207
	Iteration 7Q: 3 clusters Score -1452122 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1452332.875000 Penalty: 4710.262207
	Iteration 8Q: 3 clusters Score -1452333 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1452564.625000 Penalty: 4710.262207
	Iteration 9Q: 3 clusters Score -1452565 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1452790.000000 Penalty: 4710.262207
	Iteration 10Q: 3 clusters Score -1452790 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1452995.375000 Penalty: 4710.262207
	Iteration 11Q: 3 clusters Score -1452995 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1453208.125000 Penalty: 4710.262207
	Iteration 12Q: 3 clusters Score -1453208 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1453382.250000 Penalty: 4710.262207
	Iteration 13Q: 3 clusters Score -1453382 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1453542.125000 Penalty: 4710.262207
	Iteration 14Q: 3 clusters Score -1453542 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1453684.625000 Penalty: 4710.262207
	Iteration 15Q: 3 clusters Score -1453685 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1453821.750000 Penalty: 4710.262207
	Iteration 16Q: 3 clusters Score -1453822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1453931.250000 Penalty: 4710.262207
	Iteration 17Q: 3 clusters Score -1453931 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1454031.125000 Penalty: 4710.262207
	Iteration 18Q: 3 clusters Score -1454031 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1454120.000000 Penalty: 4710.262207
	Iteration 19Q: 3 clusters Score -1454120 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1454206.375000 Penalty: 4710.262207
	Iteration 20F: 3 clusters Score -1454206 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1454282.500000 Penalty: 4710.262207
	Iteration 21Q: 3 clusters Score -1454282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1454353.875000 Penalty: 4710.262207
	Iteration 22Q: 3 clusters Score -1454354 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1454429.750000 Penalty: 4710.262207
	Iteration 23Q: 3 clusters Score -1454430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1454499.000000 Penalty: 4710.262207
	Iteration 24Q: 3 clusters Score -1454499 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1454591.625000 Penalty: 4710.262207
	Iteration 25Q: 3 clusters Score -1454592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1454663.875000 Penalty: 4710.262207
	Iteration 26Q: 3 clusters Score -1454664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1454727.875000 Penalty: 4710.262207
	Iteration 27Q: 3 clusters Score -1454728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1454784.250000 Penalty: 4710.262207
	Iteration 28Q: 3 clusters Score -1454784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1454843.875000 Penalty: 4710.262207
	Iteration 29Q: 3 clusters Score -1454844 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1454897.875000 Penalty: 4710.262207
	Iteration 30Q: 3 clusters Score -1454898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1454973.250000 Penalty: 4710.262207
	Iteration 31Q: 3 clusters Score -1454973 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1455038.625000 Penalty: 4710.262207
	Iteration 32Q: 3 clusters Score -1455039 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1455099.875000 Penalty: 4710.262207
	Iteration 33Q: 3 clusters Score -1455100 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1455156.375000 Penalty: 4710.262207
	Iteration 34Q: 3 clusters Score -1455156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1455204.125000 Penalty: 4710.262207
	Iteration 35Q: 3 clusters Score -1455204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1455247.500000 Penalty: 4710.262207
	Iteration 36Q: 3 clusters Score -1455248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1455292.125000 Penalty: 4710.262207
	Iteration 37Q: 3 clusters Score -1455292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1455333.375000 Penalty: 4710.262207
	Iteration 38Q: 3 clusters Score -1455333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1455365.625000 Penalty: 4710.262207
	Iteration 39Q: 3 clusters Score -1455366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1455386.250000 Penalty: 4710.262207
	Iteration 40F: 3 clusters Score -1455386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1455403.125000 Penalty: 4710.262207
	Iteration 41Q: 3 clusters Score -1455403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1455413.375000 Penalty: 4710.262207
	Iteration 42Q: 3 clusters Score -1455413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1455423.250000 Penalty: 4710.262207
	Iteration 43Q: 3 clusters Score -1455423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1455440.750000 Penalty: 4710.262207
	Iteration 44Q: 3 clusters Score -1455441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1455449.750000 Penalty: 4710.262207
	Iteration 45Q: 3 clusters Score -1455450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1455460.625000 Penalty: 4710.262207
	Iteration 46Q: 3 clusters Score -1455461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1455474.625000 Penalty: 4710.262207
	Iteration 47Q: 3 clusters Score -1455475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1455487.250000 Penalty: 4710.262207
	Iteration 48Q: 3 clusters Score -1455487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1455490.500000 Penalty: 4710.262207
	Iteration 49Q: 3 clusters Score -1455490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1455497.750000 Penalty: 4710.262207
	Iteration 50Q: 3 clusters Score -1455498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1455506.000000 Penalty: 4710.262207
	Iteration 51Q: 3 clusters Score -1455506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1455517.875000 Penalty: 4710.262207
	Iteration 52Q: 3 clusters Score -1455518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1455522.500000 Penalty: 4710.262207
	Iteration 53Q: 3 clusters Score -1455522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1455529.500000 Penalty: 4710.262207
	Iteration 54Q: 3 clusters Score -1455530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1455534.250000 Penalty: 4710.262207
	Iteration 55Q: 3 clusters Score -1455534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1455537.000000 Penalty: 4710.262207
	Iteration 56Q: 3 clusters Score -1455537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1455545.125000 Penalty: 4710.262207
	Iteration 57Q: 3 clusters Score -1455545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1455545.750000 Penalty: 4710.262207
	Iteration 58Q: 3 clusters Score -1455546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1455550.625000 Penalty: 4710.262207
	Iteration 59Q: 3 clusters Score -1455551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1455554.125000 Penalty: 4710.262207
	Iteration 60F: 3 clusters Score -1455554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1455557.125000 Penalty: 4710.262207
	Iteration 61Q: 3 clusters Score -1455557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1455556.250000 Penalty: 4710.262207
	Iteration 62Q: 3 clusters Score -1455556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1455556.875000 Penalty: 4710.262207
	Iteration 63Q: 3 clusters Score -1455557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1455560.500000 Penalty: 4710.262207
	Iteration 64Q: 3 clusters Score -1455560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1455560.375000 Penalty: 4710.262207
	Iteration 65Q: 3 clusters Score -1455560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1455560.375000 Penalty: 4710.262207
	Iteration 66F: 3 clusters Score -1455560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (235901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235901 members 
Entering Unmasked Estep 
Score: -27718074.000000 Penalty: 3068.049561
	Iteration 0F: 2 clusters Score -2.771807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117727 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -27566278.000000 Penalty: 6136.099121
	Iteration 0F: 3 clusters Score -2.756628e+07 nChanged 113763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 119919 members 
Entering Unmasked Estep 
Score: -27633684.000000 Penalty: 6136.099121
	Iteration 1F: 3 clusters Score -2.763368e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 121200 members 
Entering Unmasked Estep 
Score: -27634684.000000 Penalty: 6136.099121
	Iteration 2Q: 3 clusters Score -2.763468e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112688 members 
Mstep: Class 2 contains 123213 members 
Entering Unmasked Estep 
Score: -27636272.000000 Penalty: 6136.099121
	Iteration 3Q: 3 clusters Score -2.763627e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -27638628.000000 Penalty: 6136.099121
	Iteration 4Q: 3 clusters Score -2.763863e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 131398 members 
Entering Unmasked Estep 
Score: -27642166.000000 Penalty: 6136.099121
	Iteration 5Q: 3 clusters Score -2.764217e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -27648108.000000 Penalty: 6136.099121
	Iteration 6Q: 3 clusters Score -2.764811e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -27656434.000000 Penalty: 6136.099121
	Iteration 7F: 3 clusters Score -2.765643e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -27667012.000000 Penalty: 6136.099121
	Iteration 8F: 3 clusters Score -2.766701e+07 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -27678204.000000 Penalty: 6136.099121
	Iteration 9F: 3 clusters Score -2.76782e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 171498 members 
Entering Unmasked Estep 
Score: -27688110.000000 Penalty: 6136.099121
	Iteration 10F: 3 clusters Score -2.768811e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 175905 members 
Entering Unmasked Estep 
Score: -27694400.000000 Penalty: 6136.099121
	Iteration 11Q: 3 clusters Score -2.76944e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 179283 members 
Entering Unmasked Estep 
Score: -27697184.000000 Penalty: 6136.099121
	Iteration 12Q: 3 clusters Score -2.769718e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 182498 members 
Entering Unmasked Estep 
Score: -27698460.000000 Penalty: 6136.099121
	Iteration 13Q: 3 clusters Score -2.769846e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 185613 members 
Entering Unmasked Estep 
Score: -27699442.000000 Penalty: 6136.099121
	Iteration 14Q: 3 clusters Score -2.769944e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 188719 members 
Entering Unmasked Estep 
Score: -27700102.000000 Penalty: 6136.099121
	Iteration 15Q: 3 clusters Score -2.77001e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 191833 members 
Entering Unmasked Estep 
Score: -27700970.000000 Penalty: 6136.099121
	Iteration 16Q: 3 clusters Score -2.770097e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 194885 members 
Entering Unmasked Estep 
Score: -27701816.000000 Penalty: 6136.099121
	Iteration 17Q: 3 clusters Score -2.770182e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 197913 members 
Entering Unmasked Estep 
Score: -27702840.000000 Penalty: 6136.099121
	Iteration 18Q: 3 clusters Score -2.770284e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 200926 members 
Entering Unmasked Estep 
Score: -27703750.000000 Penalty: 6136.099121
	Iteration 19Q: 3 clusters Score -2.770375e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -27704604.000000 Penalty: 6136.099121
	Iteration 20F: 3 clusters Score -2.77046e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 206718 members 
Entering Unmasked Estep 
Score: -27705070.000000 Penalty: 6136.099121
	Iteration 21Q: 3 clusters Score -2.770507e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 209496 members 
Entering Unmasked Estep 
Score: -27705784.000000 Penalty: 6136.099121
	Iteration 22Q: 3 clusters Score -2.770578e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 212177 members 
Entering Unmasked Estep 
Score: -27706506.000000 Penalty: 6136.099121
	Iteration 23Q: 3 clusters Score -2.770651e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 214757 members 
Entering Unmasked Estep 
Score: -27707352.000000 Penalty: 6136.099121
	Iteration 24Q: 3 clusters Score -2.770735e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 217094 members 
Entering Unmasked Estep 
Score: -27708042.000000 Penalty: 6136.099121
	Iteration 25Q: 3 clusters Score -2.770804e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 219227 members 
Entering Unmasked Estep 
Score: -27708824.000000 Penalty: 6136.099121
	Iteration 26Q: 3 clusters Score -2.770882e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 221114 members 
Entering Unmasked Estep 
Score: -27709586.000000 Penalty: 6136.099121
	Iteration 27Q: 3 clusters Score -2.770959e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 222831 members 
Entering Unmasked Estep 
Score: -27710214.000000 Penalty: 6136.099121
	Iteration 28Q: 3 clusters Score -2.771021e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 224439 members 
Entering Unmasked Estep 
Score: -27710870.000000 Penalty: 6136.099121
	Iteration 29Q: 3 clusters Score -2.771087e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 225841 members 
Entering Unmasked Estep 
Score: -27711326.000000 Penalty: 6136.099121
	Iteration 30Q: 3 clusters Score -2.771133e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 227057 members 
Entering Unmasked Estep 
Score: -27711788.000000 Penalty: 6136.099121
	Iteration 31Q: 3 clusters Score -2.771179e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 228140 members 
Entering Unmasked Estep 
Score: -27712256.000000 Penalty: 6136.099121
	Iteration 32Q: 3 clusters Score -2.771226e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 229091 members 
Entering Unmasked Estep 
Score: -27712642.000000 Penalty: 6136.099121
	Iteration 33Q: 3 clusters Score -2.771264e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 229880 members 
Entering Unmasked Estep 
Score: -27713050.000000 Penalty: 6136.099121
	Iteration 34Q: 3 clusters Score -2.771305e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 230567 members 
Entering Unmasked Estep 
Score: -27713330.000000 Penalty: 6136.099121
	Iteration 35Q: 3 clusters Score -2.771333e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 231163 members 
Entering Unmasked Estep 
Score: -27713640.000000 Penalty: 6136.099121
	Iteration 36Q: 3 clusters Score -2.771364e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 231650 members 
Entering Unmasked Estep 
Score: -27713802.000000 Penalty: 6136.099121
	Iteration 37Q: 3 clusters Score -2.77138e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 232117 members 
Entering Unmasked Estep 
Score: -27714100.000000 Penalty: 6136.099121
	Iteration 38Q: 3 clusters Score -2.77141e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 232485 members 
Entering Unmasked Estep 
Score: -27714302.000000 Penalty: 6136.099121
	Iteration 39Q: 3 clusters Score -2.77143e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 232772 members 
Entering Unmasked Estep 
Score: -27714458.000000 Penalty: 6136.099121
	Iteration 40F: 3 clusters Score -2.771446e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 233015 members 
Entering Unmasked Estep 
Score: -27714564.000000 Penalty: 6136.099121
	Iteration 41Q: 3 clusters Score -2.771456e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 233206 members 
Entering Unmasked Estep 
Score: -27714710.000000 Penalty: 6136.099121
	Iteration 42Q: 3 clusters Score -2.771471e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 233353 members 
Entering Unmasked Estep 
Score: -27714810.000000 Penalty: 6136.099121
	Iteration 43Q: 3 clusters Score -2.771481e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 233472 members 
Entering Unmasked Estep 
Score: -27714882.000000 Penalty: 6136.099121
	Iteration 44Q: 3 clusters Score -2.771488e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 233590 members 
Entering Unmasked Estep 
Score: -27714912.000000 Penalty: 6136.099121
	Iteration 45Q: 3 clusters Score -2.771491e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 233679 members 
Entering Unmasked Estep 
Score: -27714986.000000 Penalty: 6136.099121
	Iteration 46Q: 3 clusters Score -2.771499e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 233754 members 
Entering Unmasked Estep 
Score: -27714994.000000 Penalty: 6136.099121
	Iteration 47Q: 3 clusters Score -2.771499e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 233836 members 
Entering Unmasked Estep 
Score: -27715048.000000 Penalty: 6136.099121
	Iteration 48Q: 3 clusters Score -2.771505e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 233906 members 
Entering Unmasked Estep 
Score: -27715104.000000 Penalty: 6136.099121
	Iteration 49Q: 3 clusters Score -2.77151e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 233976 members 
Entering Unmasked Estep 
Score: -27715140.000000 Penalty: 6136.099121
	Iteration 50Q: 3 clusters Score -2.771514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 234035 members 
Entering Unmasked Estep 
Score: -27715176.000000 Penalty: 6136.099121
	Iteration 51Q: 3 clusters Score -2.771518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 234077 members 
Entering Unmasked Estep 
Score: -27715166.000000 Penalty: 6136.099121
	Iteration 52Q: 3 clusters Score -2.771517e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 234125 members 
Entering Unmasked Estep 
Score: -27715208.000000 Penalty: 6136.099121
	Iteration 53Q: 3 clusters Score -2.771521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 234158 members 
Entering Unmasked Estep 
Score: -27715216.000000 Penalty: 6136.099121
	Iteration 54Q: 3 clusters Score -2.771522e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 234203 members 
Entering Unmasked Estep 
Score: -27715262.000000 Penalty: 6136.099121
	Iteration 55Q: 3 clusters Score -2.771526e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 234238 members 
Entering Unmasked Estep 
Score: -27715282.000000 Penalty: 6136.099121
	Iteration 56Q: 3 clusters Score -2.771528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 234270 members 
Entering Unmasked Estep 
Score: -27715282.000000 Penalty: 6136.099121
	Iteration 57Q: 3 clusters Score -2.771528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 234299 members 
Entering Unmasked Estep 
Score: -27715314.000000 Penalty: 6136.099121
	Iteration 58Q: 3 clusters Score -2.771531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 234322 members 
Entering Unmasked Estep 
Score: -27715320.000000 Penalty: 6136.099121
	Iteration 59Q: 3 clusters Score -2.771532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 234341 members 
Entering Unmasked Estep 
Score: -27715328.000000 Penalty: 6136.099121
	Iteration 60F: 3 clusters Score -2.771533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 234352 members 
Entering Unmasked Estep 
Score: -27715320.000000 Penalty: 6136.099121
	Iteration 61Q: 3 clusters Score -2.771532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 234358 members 
Entering Unmasked Estep 
Score: -27715322.000000 Penalty: 6136.099121
	Iteration 62Q: 3 clusters Score -2.771532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 234365 members 
Entering Unmasked Estep 
Score: -27715332.000000 Penalty: 6136.099121
	Iteration 63Q: 3 clusters Score -2.771533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 234371 members 
Entering Unmasked Estep 
Score: -27715340.000000 Penalty: 6136.099121
	Iteration 64Q: 3 clusters Score -2.771534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 234377 members 
Entering Unmasked Estep 
Score: -27715360.000000 Penalty: 6136.099121
	Iteration 65Q: 3 clusters Score -2.771536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 234381 members 
Entering Unmasked Estep 
Score: -27715340.000000 Penalty: 6136.099121
	Iteration 66Q: 3 clusters Score -2.771534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 234390 members 
Entering Unmasked Estep 
Score: -27715370.000000 Penalty: 6136.099121
	Iteration 67Q: 3 clusters Score -2.771537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 234396 members 
Entering Unmasked Estep 
Score: -27715372.000000 Penalty: 6136.099121
	Iteration 68Q: 3 clusters Score -2.771537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 234401 members 
Entering Unmasked Estep 
Score: -27715370.000000 Penalty: 6136.099121
	Iteration 69Q: 3 clusters Score -2.771537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 234412 members 
Entering Unmasked Estep 
Score: -27715398.000000 Penalty: 6136.099121
	Iteration 70Q: 3 clusters Score -2.77154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 234425 members 
Entering Unmasked Estep 
Score: -27715416.000000 Penalty: 6136.099121
	Iteration 71Q: 3 clusters Score -2.771542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 234442 members 
Entering Unmasked Estep 
Score: -27715418.000000 Penalty: 6136.099121
	Iteration 72Q: 3 clusters Score -2.771542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 234457 members 
Entering Unmasked Estep 
Score: -27715434.000000 Penalty: 6136.099121
	Iteration 73Q: 3 clusters Score -2.771543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 234471 members 
Entering Unmasked Estep 
Score: -27715402.000000 Penalty: 6136.099121
	Iteration 74Q: 3 clusters Score -2.77154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 234484 members 
Entering Unmasked Estep 
Score: -27715408.000000 Penalty: 6136.099121
	Iteration 75Q: 3 clusters Score -2.771541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 234489 members 
Entering Unmasked Estep 
Score: -27715416.000000 Penalty: 6136.099121
	Iteration 76Q: 3 clusters Score -2.771542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 234492 members 
Entering Unmasked Estep 
Score: -27715412.000000 Penalty: 6136.099121
	Iteration 77Q: 3 clusters Score -2.771541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 234495 members 
Entering Unmasked Estep 
Score: -27715432.000000 Penalty: 6136.099121
	Iteration 78Q: 3 clusters Score -2.771543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 234496 members 
Entering Unmasked Estep 
Score: -27715424.000000 Penalty: 6136.099121
	Iteration 79Q: 3 clusters Score -2.771542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 234498 members 
Entering Unmasked Estep 
Score: -27715428.000000 Penalty: 6136.099121
	Iteration 80F: 3 clusters Score -2.771543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 234500 members 
Entering Unmasked Estep 
Score: -27715428.000000 Penalty: 6136.099121
	Iteration 81Q: 3 clusters Score -2.771543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 234500 members 
Entering Unmasked Estep 
Score: -27715428.000000 Penalty: 6136.099121
	Iteration 82Q: 3 clusters Score -2.771543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 234503 members 
Entering Unmasked Estep 
Score: -27715440.000000 Penalty: 6136.099121
	Iteration 83Q: 3 clusters Score -2.771544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 234504 members 
Entering Unmasked Estep 
Score: -27715444.000000 Penalty: 6136.099121
	Iteration 84Q: 3 clusters Score -2.771544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 234506 members 
Entering Unmasked Estep 
Score: -27715434.000000 Penalty: 6136.099121
	Iteration 85Q: 3 clusters Score -2.771543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 234506 members 
Entering Unmasked Estep 
Score: -27715436.000000 Penalty: 6136.099121
	Iteration 86Q: 3 clusters Score -2.771544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 234506 members 
Entering Unmasked Estep 
Score: -27715436.000000 Penalty: 6136.099121
	Iteration 87F: 3 clusters Score -2.771544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -51944.539062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -51944.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50396.199219 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -50396.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50552.160156 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -50552.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50613.914062 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -50613.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50647.285156 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -50647.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50659.972656 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -50659.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50669.582031 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -50669.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50716.214844 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -50716.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50731.085938 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -50731.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50797.949219 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -50797.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50923.683594 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -50923.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51089.957031 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -51089.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51182.214844 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -51182.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51242.664062 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -51242.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51308.804688 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -51308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51344.835938 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -51344.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51364.625000 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -51364.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51372.769531 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -51372.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51372.769531 Penalty: 3083.436523
	Iteration 17F: 3 clusters Score -51372.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52647.566406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52647.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51196.882812 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51196.88 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51491.265625 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51491.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51558.195312 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51593.046875 Penalty: 3113.215088
	Iteration 3Q: 3 clusters Score -51593.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51621.000000 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -51621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51653.875000 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -51653.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51687.261719 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -51687.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51709.816406 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -51709.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51747.335938 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -51747.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51788.035156 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -51788.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51822.148438 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -51822.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51861.753906 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -51861.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51903.199219 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -51903.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -51962.058594 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -51962.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51990.988281 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -51990.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52006.484375 Penalty: 3113.215088
	Iteration 15Q: 3 clusters Score -52006.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52024.746094 Penalty: 3113.215088
	Iteration 16Q: 3 clusters Score -52024.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52033.804688 Penalty: 3113.215088
	Iteration 17Q: 3 clusters Score -52033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52048.105469 Penalty: 3113.215088
	Iteration 18Q: 3 clusters Score -52048.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52068.257812 Penalty: 3113.215088
	Iteration 19Q: 3 clusters Score -52068.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52073.812500 Penalty: 3113.215088
	Iteration 20F: 3 clusters Score -52073.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60011.808594 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60011.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58380.242188 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -58380.24 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58736.410156 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -58736.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59135.531250 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -59135.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59369.878906 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -59369.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59480.625000 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -59480.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -59530.203125 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -59570.039062 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59570.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59590.332031 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59590.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -59624.976562 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59624.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -59665.257812 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59665.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -59706.941406 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59706.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -59738.113281 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59738.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -59741.425781 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59741.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -59741.425781 Penalty: 3189.140869
	Iteration 13F: 3 clusters Score -59741.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -578785.812500 Penalty: 2129.459961
	Iteration 0F: 2 clusters Score -578785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -574005.750000 Penalty: 4258.919922
	Iteration 0F: 3 clusters Score -574005.8 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -575304.812500 Penalty: 4258.919922
	Iteration 1F: 3 clusters Score -575304.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -575746.937500 Penalty: 4258.919922
	Iteration 2F: 3 clusters Score -575746.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -576198.312500 Penalty: 4258.919922
	Iteration 3F: 3 clusters Score -576198.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -576583.375000 Penalty: 4258.919922
	Iteration 4F: 3 clusters Score -576583.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -576878.812500 Penalty: 4258.919922
	Iteration 5F: 3 clusters Score -576878.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -577125.875000 Penalty: 4258.919922
	Iteration 6Q: 3 clusters Score -577125.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -577333.187500 Penalty: 4258.919922
	Iteration 7Q: 3 clusters Score -577333.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -577525.000000 Penalty: 4258.919922
	Iteration 8Q: 3 clusters Score -577525 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -577688.375000 Penalty: 4258.919922
	Iteration 9Q: 3 clusters Score -577688.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -577823.312500 Penalty: 4258.919922
	Iteration 10Q: 3 clusters Score -577823.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -577948.250000 Penalty: 4258.919922
	Iteration 11Q: 3 clusters Score -577948.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -578091.000000 Penalty: 4258.919922
	Iteration 12Q: 3 clusters Score -578091 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -578200.062500 Penalty: 4258.919922
	Iteration 13Q: 3 clusters Score -578200.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -578333.687500 Penalty: 4258.919922
	Iteration 14Q: 3 clusters Score -578333.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -578428.562500 Penalty: 4258.919922
	Iteration 15Q: 3 clusters Score -578428.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -578502.500000 Penalty: 4258.919922
	Iteration 16Q: 3 clusters Score -578502.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -578546.437500 Penalty: 4258.919922
	Iteration 17Q: 3 clusters Score -578546.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -578579.687500 Penalty: 4258.919922
	Iteration 18Q: 3 clusters Score -578579.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -578603.312500 Penalty: 4258.919922
	Iteration 19Q: 3 clusters Score -578603.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -578622.187500 Penalty: 4258.919922
	Iteration 20F: 3 clusters Score -578622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -578634.000000 Penalty: 4258.919922
	Iteration 21Q: 3 clusters Score -578634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -578641.750000 Penalty: 4258.919922
	Iteration 22Q: 3 clusters Score -578641.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -578646.875000 Penalty: 4258.919922
	Iteration 23Q: 3 clusters Score -578646.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -578653.875000 Penalty: 4258.919922
	Iteration 24Q: 3 clusters Score -578653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -578659.687500 Penalty: 4258.919922
	Iteration 25Q: 3 clusters Score -578659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -578665.562500 Penalty: 4258.919922
	Iteration 26Q: 3 clusters Score -578665.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -578670.812500 Penalty: 4258.919922
	Iteration 27Q: 3 clusters Score -578670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578672.750000 Penalty: 4258.919922
	Iteration 28Q: 3 clusters Score -578672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -578676.187500 Penalty: 4258.919922
	Iteration 29Q: 3 clusters Score -578676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -578680.125000 Penalty: 4258.919922
	Iteration 30Q: 3 clusters Score -578680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -578681.937500 Penalty: 4258.919922
	Iteration 31Q: 3 clusters Score -578681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -578681.875000 Penalty: 4258.919922
	Iteration 32Q: 3 clusters Score -578681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -578682.437500 Penalty: 4258.919922
	Iteration 33Q: 3 clusters Score -578682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -578682.437500 Penalty: 4258.919922
	Iteration 34F: 3 clusters Score -578682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92297 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243434 members 
Mstep: Class 9 contains 194172 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176996 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25845 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215625 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235901 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976864.000000 Penalty: 106334.703125
Iteration 319Q: 31 clusters Score -1.839769e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92297 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 243441 members 
Mstep: Class 9 contains 194168 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176992 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215630 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235899 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 320F: 31 clusters Score -1.839769e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46585 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 92296 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243452 members 
Mstep: Class 9 contains 194166 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176995 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74317 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215630 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235891 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976912.000000 Penalty: 106334.703125
Iteration 321Q: 31 clusters Score -1.839769e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 92296 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53968 members 
Mstep: Class 8 contains 243458 members 
Mstep: Class 9 contains 194165 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176991 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215630 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235888 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976880.000000 Penalty: 106334.703125
Iteration 322Q: 31 clusters Score -1.839769e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46588 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 92295 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243462 members 
Mstep: Class 9 contains 194164 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176991 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215633 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235885 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976800.000000 Penalty: 106334.703125
Iteration 323Q: 31 clusters Score -1.839768e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46588 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 92295 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243471 members 
Mstep: Class 9 contains 194161 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176991 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39085 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74318 members 
Mstep: Class 20 contains 25841 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215634 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235881 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976912.000000 Penalty: 106334.703125
Iteration 324Q: 31 clusters Score -1.839769e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46588 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 92294 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243475 members 
Mstep: Class 9 contains 194161 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176990 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39085 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74319 members 
Mstep: Class 20 contains 25841 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215634 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235878 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 325Q: 31 clusters Score -1.839769e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92295 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243482 members 
Mstep: Class 9 contains 194161 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176988 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74319 members 
Mstep: Class 20 contains 25841 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215634 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 235872 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976960.000000 Penalty: 106334.703125
Iteration 326Q: 31 clusters Score -1.83977e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92294 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243492 members 
Mstep: Class 9 contains 194159 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176985 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74320 members 
Mstep: Class 20 contains 25841 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215633 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235870 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976880.000000 Penalty: 106334.703125
Iteration 327Q: 31 clusters Score -1.839769e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92294 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53967 members 
Mstep: Class 8 contains 243499 members 
Mstep: Class 9 contains 194157 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176980 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39085 members 
Mstep: Class 14 contains 55744 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25840 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215633 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235868 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976784.000000 Penalty: 106334.703125
Iteration 328Q: 31 clusters Score -1.839768e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92296 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53965 members 
Mstep: Class 8 contains 243508 members 
Mstep: Class 9 contains 194152 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176982 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 55745 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215632 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235864 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976832.000000 Penalty: 106334.703125
Iteration 329Q: 31 clusters Score -1.839768e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92299 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53963 members 
Mstep: Class 8 contains 243519 members 
Mstep: Class 9 contains 194150 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176981 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 55746 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215629 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235858 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 330Q: 31 clusters Score -1.839769e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92303 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53960 members 
Mstep: Class 8 contains 243529 members 
Mstep: Class 9 contains 194149 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176980 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39083 members 
Mstep: Class 14 contains 55746 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74322 members 
Mstep: Class 20 contains 25840 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215625 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235854 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976944.000000 Penalty: 106334.703125
Iteration 331Q: 31 clusters Score -1.839769e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92303 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53960 members 
Mstep: Class 8 contains 243539 members 
Mstep: Class 9 contains 194150 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176972 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39081 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74321 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215623 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235854 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 332Q: 31 clusters Score -1.83977e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92302 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53959 members 
Mstep: Class 8 contains 243547 members 
Mstep: Class 9 contains 194150 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176965 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39080 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74321 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215624 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235854 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 333Q: 31 clusters Score -1.83977e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92304 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53958 members 
Mstep: Class 8 contains 243554 members 
Mstep: Class 9 contains 194152 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176964 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39075 members 
Mstep: Class 14 contains 55746 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74321 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215625 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235849 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976912.000000 Penalty: 106334.703125
Iteration 334Q: 31 clusters Score -1.839769e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92305 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53957 members 
Mstep: Class 8 contains 243564 members 
Mstep: Class 9 contains 194152 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176961 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39072 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74321 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215624 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235846 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976944.000000 Penalty: 106334.703125
Iteration 335Q: 31 clusters Score -1.839769e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92306 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53957 members 
Mstep: Class 8 contains 243572 members 
Mstep: Class 9 contains 194150 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176961 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74321 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215623 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235844 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 336Q: 31 clusters Score -1.83977e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 92307 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243585 members 
Mstep: Class 9 contains 194147 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176960 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74321 members 
Mstep: Class 20 contains 25839 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215621 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235841 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976880.000000 Penalty: 106334.703125
Iteration 337Q: 31 clusters Score -1.839769e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19273 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53954 members 
Mstep: Class 8 contains 243594 members 
Mstep: Class 9 contains 194146 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176960 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74322 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215617 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235840 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 338Q: 31 clusters Score -1.839769e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53953 members 
Mstep: Class 8 contains 243605 members 
Mstep: Class 9 contains 194142 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176959 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55748 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215613 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235838 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 339Q: 31 clusters Score -1.839769e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243613 members 
Mstep: Class 9 contains 194141 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176960 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215608 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 235832 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976976.000000 Penalty: 106334.703125
Iteration 340F: 31 clusters Score -1.83977e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243619 members 
Mstep: Class 9 contains 194140 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176956 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215608 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235830 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976992.000000 Penalty: 106334.703125
Iteration 341Q: 31 clusters Score -1.83977e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243620 members 
Mstep: Class 9 contains 194139 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176956 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74323 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215607 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235831 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 342Q: 31 clusters Score -1.839769e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243622 members 
Mstep: Class 9 contains 194139 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176955 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39069 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215607 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235829 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976928.000000 Penalty: 106334.703125
Iteration 343Q: 31 clusters Score -1.839769e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243625 members 
Mstep: Class 9 contains 194139 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215607 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235826 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976880.000000 Penalty: 106334.703125
Iteration 344Q: 31 clusters Score -1.839769e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92308 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243626 members 
Mstep: Class 9 contains 194138 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215606 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235827 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976864.000000 Penalty: 106334.703125
Iteration 345Q: 31 clusters Score -1.839769e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92307 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243629 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215606 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235826 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976864.000000 Penalty: 106334.703125
Iteration 346Q: 31 clusters Score -1.839769e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92307 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243631 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176958 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215605 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235824 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976864.000000 Penalty: 106334.703125
Iteration 347Q: 31 clusters Score -1.839769e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92307 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243633 members 
Mstep: Class 9 contains 194138 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176956 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215604 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235824 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976880.000000 Penalty: 106334.703125
Iteration 348Q: 31 clusters Score -1.839769e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92307 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194139 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176956 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215603 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235823 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976896.000000 Penalty: 106334.703125
Iteration 349Q: 31 clusters Score -1.839769e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92307 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215604 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235823 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976864.000000 Penalty: 106334.703125
Iteration 350Q: 31 clusters Score -1.839769e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92309 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215604 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235821 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976864.000000 Penalty: 106334.703125
Iteration 351Q: 31 clusters Score -1.839769e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92309 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215606 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235819 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976848.000000 Penalty: 106334.703125
Iteration 352Q: 31 clusters Score -1.839768e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92309 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215606 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235819 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976848.000000 Penalty: 106334.703125
Iteration 353F: 31 clusters Score -1.839768e+08 nChanged 0
Entering ConstructFrom: 
Score: -183976848.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -456059.781250 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -456059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -452107.468750 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -452107.5 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -452998.625000 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -452998.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -453202.156250 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -453202.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -453322.375000 Penalty: 4117.062012
	Iteration 3Q: 3 clusters Score -453322.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -453421.312500 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -453421.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -453513.937500 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -453513.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -453624.156250 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -453624.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -453766.968750 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -453767 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -453949.750000 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -453949.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -454129.687500 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -454129.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -454300.468750 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -454300.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -454514.937500 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -454514.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -454914.031250 Penalty: 4117.062012
	Iteration 12F: 3 clusters Score -454914 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -455554.531250 Penalty: 4117.062012
	Iteration 13F: 3 clusters Score -455554.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -456082.000000 Penalty: 4117.062012
	Iteration 14F: 3 clusters Score -456082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -456239.843750 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -456239.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -456274.593750 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -456274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -456286.968750 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -456287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -456294.781250 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -456294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -456296.625000 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -456296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -456299.687500 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -456299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -456299.406250 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -456299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -456300.187500 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -456300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -456300.187500 Penalty: 4117.062012
	Iteration 23F: 3 clusters Score -456300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92309 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215606 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235819 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 2017 members 
Entering Unmasked Estep 
Score: -183975536.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183976848.000000 to -183975536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -211546.156250 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -211546.2 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 1000 members 
Entering Unmasked Estep 
Score: -208925.765625 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -208925.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209403.406250 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -209403.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -209527.750000 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -209527.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -209585.546875 Penalty: 3762.299316
	Iteration 3Q: 3 clusters Score -209585.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -209612.406250 Penalty: 3762.299316
	Iteration 4Q: 3 clusters Score -209612.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -209633.312500 Penalty: 3762.299316
	Iteration 5Q: 3 clusters Score -209633.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -209645.515625 Penalty: 3762.299316
	Iteration 6Q: 3 clusters Score -209645.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209655.203125 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -209655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209664.609375 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -209664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209671.140625 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -209671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209677.765625 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -209677.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -209684.281250 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -209684.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -209691.640625 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -209691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209694.000000 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -209694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209696.421875 Penalty: 3762.299316
	Iteration 14Q: 3 clusters Score -209696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209698.578125 Penalty: 3762.299316
	Iteration 15Q: 3 clusters Score -209698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209699.718750 Penalty: 3762.299316
	Iteration 16Q: 3 clusters Score -209699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209700.625000 Penalty: 3762.299316
	Iteration 17Q: 3 clusters Score -209700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209701.531250 Penalty: 3762.299316
	Iteration 18Q: 3 clusters Score -209701.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209701.531250 Penalty: 3762.299316
	Iteration 19F: 3 clusters Score -209701.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Entering Unmasked Estep 
Score: -5489253.500000 Penalty: 2665.765625
	Iteration 0F: 2 clusters Score -5489254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5457653.500000 Penalty: 5331.531250
	Iteration 0F: 3 clusters Score -5457654 nChanged 21510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5469608.500000 Penalty: 5331.531250
	Iteration 1F: 3 clusters Score -5469608 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -5470264.000000 Penalty: 5331.531250
	Iteration 2Q: 3 clusters Score -5470264 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5471133.500000 Penalty: 5331.531250
	Iteration 3Q: 3 clusters Score -5471134 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -5472371.000000 Penalty: 5331.531250
	Iteration 4F: 3 clusters Score -5472371 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5474514.500000 Penalty: 5331.531250
	Iteration 5F: 3 clusters Score -5474514 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -5477906.000000 Penalty: 5331.531250
	Iteration 6F: 3 clusters Score -5477906 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5481960.500000 Penalty: 5331.531250
	Iteration 7F: 3 clusters Score -5481960 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5484961.500000 Penalty: 5331.531250
	Iteration 8F: 3 clusters Score -5484962 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -5486507.500000 Penalty: 5331.531250
	Iteration 9Q: 3 clusters Score -5486508 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -5487103.000000 Penalty: 5331.531250
	Iteration 10Q: 3 clusters Score -5487103 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -5487344.000000 Penalty: 5331.531250
	Iteration 11Q: 3 clusters Score -5487344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5487484.000000 Penalty: 5331.531250
	Iteration 12Q: 3 clusters Score -5487484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5487585.000000 Penalty: 5331.531250
	Iteration 13Q: 3 clusters Score -5487585 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5487633.000000 Penalty: 5331.531250
	Iteration 14Q: 3 clusters Score -5487633 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5487673.500000 Penalty: 5331.531250
	Iteration 15Q: 3 clusters Score -5487674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -5487757.500000 Penalty: 5331.531250
	Iteration 16Q: 3 clusters Score -5487758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -5487847.000000 Penalty: 5331.531250
	Iteration 17Q: 3 clusters Score -5487847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -5487919.000000 Penalty: 5331.531250
	Iteration 18Q: 3 clusters Score -5487919 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5487966.000000 Penalty: 5331.531250
	Iteration 19Q: 3 clusters Score -5487966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5487999.500000 Penalty: 5331.531250
	Iteration 20F: 3 clusters Score -5488000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -5488026.000000 Penalty: 5331.531250
	Iteration 21Q: 3 clusters Score -5488026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5488051.000000 Penalty: 5331.531250
	Iteration 22Q: 3 clusters Score -5488051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -5488078.000000 Penalty: 5331.531250
	Iteration 23Q: 3 clusters Score -5488078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5488093.000000 Penalty: 5331.531250
	Iteration 24Q: 3 clusters Score -5488093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5488103.000000 Penalty: 5331.531250
	Iteration 25Q: 3 clusters Score -5488103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5488120.000000 Penalty: 5331.531250
	Iteration 26Q: 3 clusters Score -5488120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -5488127.000000 Penalty: 5331.531250
	Iteration 27Q: 3 clusters Score -5488127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5488130.500000 Penalty: 5331.531250
	Iteration 28Q: 3 clusters Score -5488130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -5488139.500000 Penalty: 5331.531250
	Iteration 29Q: 3 clusters Score -5488140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -5488139.500000 Penalty: 5331.531250
	Iteration 30Q: 3 clusters Score -5488140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5488147.000000 Penalty: 5331.531250
	Iteration 31Q: 3 clusters Score -5488147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5488143.500000 Penalty: 5331.531250
	Iteration 32Q: 3 clusters Score -5488144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5488141.500000 Penalty: 5331.531250
	Iteration 33Q: 3 clusters Score -5488142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5488144.000000 Penalty: 5331.531250
	Iteration 34Q: 3 clusters Score -5488144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5488141.000000 Penalty: 5331.531250
	Iteration 35Q: 3 clusters Score -5488141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5488144.500000 Penalty: 5331.531250
	Iteration 36Q: 3 clusters Score -5488144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5488147.000000 Penalty: 5331.531250
	Iteration 37Q: 3 clusters Score -5488147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5488142.500000 Penalty: 5331.531250
	Iteration 38Q: 3 clusters Score -5488142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5488142.500000 Penalty: 5331.531250
	Iteration 39F: 3 clusters Score -5488142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Entering Unmasked Estep 
Score: -2239304.250000 Penalty: 2446.869385
	Iteration 0F: 2 clusters Score -2239304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2225646.750000 Penalty: 4893.738770
	Iteration 0F: 3 clusters Score -2225647 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2230187.500000 Penalty: 4893.738770
	Iteration 1F: 3 clusters Score -2230188 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2230748.750000 Penalty: 4893.738770
	Iteration 2F: 3 clusters Score -2230749 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2231291.500000 Penalty: 4893.738770
	Iteration 3F: 3 clusters Score -2231292 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2231896.500000 Penalty: 4893.738770
	Iteration 4F: 3 clusters Score -2231896 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2232578.750000 Penalty: 4893.738770
	Iteration 5F: 3 clusters Score -2232579 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2233385.500000 Penalty: 4893.738770
	Iteration 6F: 3 clusters Score -2233386 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2234317.750000 Penalty: 4893.738770
	Iteration 7F: 3 clusters Score -2234318 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2235330.250000 Penalty: 4893.738770
	Iteration 8F: 3 clusters Score -2235330 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2236241.250000 Penalty: 4893.738770
	Iteration 9F: 3 clusters Score -2236241 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2236832.250000 Penalty: 4893.738770
	Iteration 10Q: 3 clusters Score -2236832 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2237193.250000 Penalty: 4893.738770
	Iteration 11Q: 3 clusters Score -2237193 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2237401.500000 Penalty: 4893.738770
	Iteration 12Q: 3 clusters Score -2237402 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2237535.500000 Penalty: 4893.738770
	Iteration 13Q: 3 clusters Score -2237536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2237612.750000 Penalty: 4893.738770
	Iteration 14Q: 3 clusters Score -2237613 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2237680.500000 Penalty: 4893.738770
	Iteration 15Q: 3 clusters Score -2237680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2237720.750000 Penalty: 4893.738770
	Iteration 16Q: 3 clusters Score -2237721 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2237752.500000 Penalty: 4893.738770
	Iteration 17Q: 3 clusters Score -2237752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2237773.000000 Penalty: 4893.738770
	Iteration 18Q: 3 clusters Score -2237773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2237797.250000 Penalty: 4893.738770
	Iteration 19Q: 3 clusters Score -2237797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2237827.750000 Penalty: 4893.738770
	Iteration 20F: 3 clusters Score -2237828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2237858.000000 Penalty: 4893.738770
	Iteration 21Q: 3 clusters Score -2237858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2237908.250000 Penalty: 4893.738770
	Iteration 22Q: 3 clusters Score -2237908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2237940.750000 Penalty: 4893.738770
	Iteration 23Q: 3 clusters Score -2237941 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2237969.000000 Penalty: 4893.738770
	Iteration 24Q: 3 clusters Score -2237969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2238002.250000 Penalty: 4893.738770
	Iteration 25Q: 3 clusters Score -2238002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2238035.750000 Penalty: 4893.738770
	Iteration 26Q: 3 clusters Score -2238036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2238063.000000 Penalty: 4893.738770
	Iteration 27Q: 3 clusters Score -2238063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2238082.750000 Penalty: 4893.738770
	Iteration 28Q: 3 clusters Score -2238083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2238110.250000 Penalty: 4893.738770
	Iteration 29Q: 3 clusters Score -2238110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2238128.000000 Penalty: 4893.738770
	Iteration 30Q: 3 clusters Score -2238128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2238141.750000 Penalty: 4893.738770
	Iteration 31Q: 3 clusters Score -2238142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2238162.750000 Penalty: 4893.738770
	Iteration 32Q: 3 clusters Score -2238163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2238172.250000 Penalty: 4893.738770
	Iteration 33Q: 3 clusters Score -2238172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2238170.750000 Penalty: 4893.738770
	Iteration 34Q: 3 clusters Score -2238171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2238177.500000 Penalty: 4893.738770
	Iteration 35Q: 3 clusters Score -2238178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2238190.000000 Penalty: 4893.738770
	Iteration 36Q: 3 clusters Score -2238190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2238200.500000 Penalty: 4893.738770
	Iteration 37Q: 3 clusters Score -2238200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2238210.750000 Penalty: 4893.738770
	Iteration 38Q: 3 clusters Score -2238211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2238216.750000 Penalty: 4893.738770
	Iteration 39Q: 3 clusters Score -2238217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2238220.750000 Penalty: 4893.738770
	Iteration 40F: 3 clusters Score -2238221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2238232.250000 Penalty: 4893.738770
	Iteration 41Q: 3 clusters Score -2238232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2238239.750000 Penalty: 4893.738770
	Iteration 42Q: 3 clusters Score -2238240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2238251.500000 Penalty: 4893.738770
	Iteration 43Q: 3 clusters Score -2238252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2238258.750000 Penalty: 4893.738770
	Iteration 44Q: 3 clusters Score -2238259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2238267.250000 Penalty: 4893.738770
	Iteration 45Q: 3 clusters Score -2238267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2238271.250000 Penalty: 4893.738770
	Iteration 46Q: 3 clusters Score -2238271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2238288.000000 Penalty: 4893.738770
	Iteration 47Q: 3 clusters Score -2238288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2238299.500000 Penalty: 4893.738770
	Iteration 48Q: 3 clusters Score -2238300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2238323.250000 Penalty: 4893.738770
	Iteration 49Q: 3 clusters Score -2238323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2238331.250000 Penalty: 4893.738770
	Iteration 50Q: 3 clusters Score -2238331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2238350.250000 Penalty: 4893.738770
	Iteration 51Q: 3 clusters Score -2238350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2238351.500000 Penalty: 4893.738770
	Iteration 52Q: 3 clusters Score -2238352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2238370.000000 Penalty: 4893.738770
	Iteration 53Q: 3 clusters Score -2238370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2238384.750000 Penalty: 4893.738770
	Iteration 54Q: 3 clusters Score -2238385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2238392.000000 Penalty: 4893.738770
	Iteration 55Q: 3 clusters Score -2238392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2238415.250000 Penalty: 4893.738770
	Iteration 56Q: 3 clusters Score -2238415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2238419.250000 Penalty: 4893.738770
	Iteration 57Q: 3 clusters Score -2238419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2238433.750000 Penalty: 4893.738770
	Iteration 58Q: 3 clusters Score -2238434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2238449.750000 Penalty: 4893.738770
	Iteration 59Q: 3 clusters Score -2238450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2238476.250000 Penalty: 4893.738770
	Iteration 60F: 3 clusters Score -2238476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2238481.750000 Penalty: 4893.738770
	Iteration 61Q: 3 clusters Score -2238482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2238510.750000 Penalty: 4893.738770
	Iteration 62Q: 3 clusters Score -2238511 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2238535.250000 Penalty: 4893.738770
	Iteration 63Q: 3 clusters Score -2238535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2238554.500000 Penalty: 4893.738770
	Iteration 64Q: 3 clusters Score -2238554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2238573.500000 Penalty: 4893.738770
	Iteration 65Q: 3 clusters Score -2238574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2238603.750000 Penalty: 4893.738770
	Iteration 66Q: 3 clusters Score -2238604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2238616.250000 Penalty: 4893.738770
	Iteration 67Q: 3 clusters Score -2238616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2238628.500000 Penalty: 4893.738770
	Iteration 68Q: 3 clusters Score -2238628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2238638.250000 Penalty: 4893.738770
	Iteration 69Q: 3 clusters Score -2238638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2238645.500000 Penalty: 4893.738770
	Iteration 70Q: 3 clusters Score -2238646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2238661.500000 Penalty: 4893.738770
	Iteration 71Q: 3 clusters Score -2238662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2238670.250000 Penalty: 4893.738770
	Iteration 72Q: 3 clusters Score -2238670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2238675.000000 Penalty: 4893.738770
	Iteration 73Q: 3 clusters Score -2238675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2238685.250000 Penalty: 4893.738770
	Iteration 74Q: 3 clusters Score -2238685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2238693.500000 Penalty: 4893.738770
	Iteration 75Q: 3 clusters Score -2238694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2238703.500000 Penalty: 4893.738770
	Iteration 76Q: 3 clusters Score -2238704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2238715.000000 Penalty: 4893.738770
	Iteration 77Q: 3 clusters Score -2238715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2238726.000000 Penalty: 4893.738770
	Iteration 78Q: 3 clusters Score -2238726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2238738.250000 Penalty: 4893.738770
	Iteration 79Q: 3 clusters Score -2238738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2238757.500000 Penalty: 4893.738770
	Iteration 80F: 3 clusters Score -2238758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2238767.750000 Penalty: 4893.738770
	Iteration 81Q: 3 clusters Score -2238768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2238774.250000 Penalty: 4893.738770
	Iteration 82Q: 3 clusters Score -2238774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2238780.750000 Penalty: 4893.738770
	Iteration 83Q: 3 clusters Score -2238781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2238786.750000 Penalty: 4893.738770
	Iteration 84Q: 3 clusters Score -2238787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2238788.500000 Penalty: 4893.738770
	Iteration 85Q: 3 clusters Score -2238788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2238792.250000 Penalty: 4893.738770
	Iteration 86Q: 3 clusters Score -2238792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2238797.250000 Penalty: 4893.738770
	Iteration 87Q: 3 clusters Score -2238797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2238807.000000 Penalty: 4893.738770
	Iteration 88Q: 3 clusters Score -2238807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2238811.250000 Penalty: 4893.738770
	Iteration 89Q: 3 clusters Score -2238811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2238823.250000 Penalty: 4893.738770
	Iteration 90Q: 3 clusters Score -2238823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2238838.250000 Penalty: 4893.738770
	Iteration 91Q: 3 clusters Score -2238838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2238844.250000 Penalty: 4893.738770
	Iteration 92Q: 3 clusters Score -2238844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2238847.750000 Penalty: 4893.738770
	Iteration 93Q: 3 clusters Score -2238848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2238852.250000 Penalty: 4893.738770
	Iteration 94Q: 3 clusters Score -2238852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2238852.750000 Penalty: 4893.738770
	Iteration 95Q: 3 clusters Score -2238853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2238858.000000 Penalty: 4893.738770
	Iteration 96Q: 3 clusters Score -2238858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2238863.500000 Penalty: 4893.738770
	Iteration 97Q: 3 clusters Score -2238864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2238865.750000 Penalty: 4893.738770
	Iteration 98Q: 3 clusters Score -2238866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2238867.250000 Penalty: 4893.738770
	Iteration 99Q: 3 clusters Score -2238867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2238867.750000 Penalty: 4893.738770
	Iteration 100F: 3 clusters Score -2238868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2238872.500000 Penalty: 4893.738770
	Iteration 101Q: 3 clusters Score -2238872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2238873.500000 Penalty: 4893.738770
	Iteration 102Q: 3 clusters Score -2238874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2238875.750000 Penalty: 4893.738770
	Iteration 103Q: 3 clusters Score -2238876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2238884.250000 Penalty: 4893.738770
	Iteration 104Q: 3 clusters Score -2238884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2238882.500000 Penalty: 4893.738770
	Iteration 105Q: 3 clusters Score -2238882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2238883.000000 Penalty: 4893.738770
	Iteration 106Q: 3 clusters Score -2238883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2238886.500000 Penalty: 4893.738770
	Iteration 107Q: 3 clusters Score -2238886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2238894.250000 Penalty: 4893.738770
	Iteration 108Q: 3 clusters Score -2238894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2238885.250000 Penalty: 4893.738770
	Iteration 109Q: 3 clusters Score -2238885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2238890.000000 Penalty: 4893.738770
	Iteration 110Q: 3 clusters Score -2238890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2238892.000000 Penalty: 4893.738770
	Iteration 111Q: 3 clusters Score -2238892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2238889.500000 Penalty: 4893.738770
	Iteration 112Q: 3 clusters Score -2238890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2238891.500000 Penalty: 4893.738770
	Iteration 113Q: 3 clusters Score -2238892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2238891.000000 Penalty: 4893.738770
	Iteration 114Q: 3 clusters Score -2238891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2238896.000000 Penalty: 4893.738770
	Iteration 115Q: 3 clusters Score -2238896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2238895.250000 Penalty: 4893.738770
	Iteration 116Q: 3 clusters Score -2238895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2238890.750000 Penalty: 4893.738770
	Iteration 117Q: 3 clusters Score -2238891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2238895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2238895.500000 Penalty: 4893.738770
	Iteration 119Q: 3 clusters Score -2238896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2238899.000000 Penalty: 4893.738770
	Iteration 120F: 3 clusters Score -2238899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2238904.000000 Penalty: 4893.738770
	Iteration 121Q: 3 clusters Score -2238904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2238908.750000 Penalty: 4893.738770
	Iteration 122Q: 3 clusters Score -2238909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2238906.000000 Penalty: 4893.738770
	Iteration 123Q: 3 clusters Score -2238906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2238907.500000 Penalty: 4893.738770
	Iteration 124Q: 3 clusters Score -2238908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2238907.000000 Penalty: 4893.738770
	Iteration 125Q: 3 clusters Score -2238907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2238906.750000 Penalty: 4893.738770
	Iteration 126Q: 3 clusters Score -2238907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2238905.500000 Penalty: 4893.738770
	Iteration 127Q: 3 clusters Score -2238906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2238914.000000 Penalty: 4893.738770
	Iteration 128Q: 3 clusters Score -2238914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2238916.500000 Penalty: 4893.738770
	Iteration 129Q: 3 clusters Score -2238916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2238926.250000 Penalty: 4893.738770
	Iteration 130Q: 3 clusters Score -2238926 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2238930.500000 Penalty: 4893.738770
	Iteration 131Q: 3 clusters Score -2238930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2238927.250000 Penalty: 4893.738770
	Iteration 132Q: 3 clusters Score -2238927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2238929.250000 Penalty: 4893.738770
	Iteration 133Q: 3 clusters Score -2238929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2238938.750000 Penalty: 4893.738770
	Iteration 134Q: 3 clusters Score -2238939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2238940.250000 Penalty: 4893.738770
	Iteration 135Q: 3 clusters Score -2238940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2238940.250000 Penalty: 4893.738770
	Iteration 136Q: 3 clusters Score -2238940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2238936.500000 Penalty: 4893.738770
	Iteration 137Q: 3 clusters Score -2238936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2238936.250000 Penalty: 4893.738770
	Iteration 138Q: 3 clusters Score -2238936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2238939.500000 Penalty: 4893.738770
	Iteration 139Q: 3 clusters Score -2238940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2238943.000000 Penalty: 4893.738770
	Iteration 140F: 3 clusters Score -2238943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2238941.750000 Penalty: 4893.738770
	Iteration 141Q: 3 clusters Score -2238942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2238945.000000 Penalty: 4893.738770
	Iteration 142Q: 3 clusters Score -2238945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2238937.500000 Penalty: 4893.738770
	Iteration 143Q: 3 clusters Score -2238938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2238942.750000 Penalty: 4893.738770
	Iteration 144Q: 3 clusters Score -2238943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2238940.250000 Penalty: 4893.738770
	Iteration 145Q: 3 clusters Score -2238940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2238943.750000 Penalty: 4893.738770
	Iteration 146Q: 3 clusters Score -2238944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2238942.750000 Penalty: 4893.738770
	Iteration 147Q: 3 clusters Score -2238943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2238942.250000 Penalty: 4893.738770
	Iteration 148Q: 3 clusters Score -2238942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2238945.750000 Penalty: 4893.738770
	Iteration 149Q: 3 clusters Score -2238946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2238945.750000 Penalty: 4893.738770
	Iteration 150F: 3 clusters Score -2238946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Entering Unmasked Estep 
Score: -10925946.000000 Penalty: 2835.358398
	Iteration 0F: 2 clusters Score -1.092595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -10864367.000000 Penalty: 5670.716797
	Iteration 0F: 3 clusters Score -1.086437e+07 nChanged 43510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -10889248.000000 Penalty: 5670.716797
	Iteration 1F: 3 clusters Score -1.088925e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -10890185.000000 Penalty: 5670.716797
	Iteration 2Q: 3 clusters Score -1.089018e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -10891752.000000 Penalty: 5670.716797
	Iteration 3Q: 3 clusters Score -1.089175e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -10894164.000000 Penalty: 5670.716797
	Iteration 4F: 3 clusters Score -1.089416e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -10897633.000000 Penalty: 5670.716797
	Iteration 5F: 3 clusters Score -1.089763e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -10902432.000000 Penalty: 5670.716797
	Iteration 6F: 3 clusters Score -1.090243e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -10908027.000000 Penalty: 5670.716797
	Iteration 7F: 3 clusters Score -1.090803e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -10913101.000000 Penalty: 5670.716797
	Iteration 8F: 3 clusters Score -1.09131e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -10917008.000000 Penalty: 5670.716797
	Iteration 9Q: 3 clusters Score -1.091701e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -10919611.000000 Penalty: 5670.716797
	Iteration 10Q: 3 clusters Score -1.091961e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -10921064.000000 Penalty: 5670.716797
	Iteration 11Q: 3 clusters Score -1.092106e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -10921986.000000 Penalty: 5670.716797
	Iteration 12Q: 3 clusters Score -1.092199e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -10922524.000000 Penalty: 5670.716797
	Iteration 13Q: 3 clusters Score -1.092252e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -10922839.000000 Penalty: 5670.716797
	Iteration 14Q: 3 clusters Score -1.092284e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -10923049.000000 Penalty: 5670.716797
	Iteration 15Q: 3 clusters Score -1.092305e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -10923192.000000 Penalty: 5670.716797
	Iteration 16Q: 3 clusters Score -1.092319e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -10923291.000000 Penalty: 5670.716797
	Iteration 17Q: 3 clusters Score -1.092329e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -10923363.000000 Penalty: 5670.716797
	Iteration 18Q: 3 clusters Score -1.092336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -10923395.000000 Penalty: 5670.716797
	Iteration 19Q: 3 clusters Score -1.09234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -10923425.000000 Penalty: 5670.716797
	Iteration 20F: 3 clusters Score -1.092342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -10923466.000000 Penalty: 5670.716797
	Iteration 21Q: 3 clusters Score -1.092347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -10923479.000000 Penalty: 5670.716797
	Iteration 22Q: 3 clusters Score -1.092348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -10923492.000000 Penalty: 5670.716797
	Iteration 23Q: 3 clusters Score -1.092349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -10923511.000000 Penalty: 5670.716797
	Iteration 24Q: 3 clusters Score -1.092351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -10923518.000000 Penalty: 5670.716797
	Iteration 25Q: 3 clusters Score -1.092352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -10923531.000000 Penalty: 5670.716797
	Iteration 26Q: 3 clusters Score -1.092353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -10923539.000000 Penalty: 5670.716797
	Iteration 27Q: 3 clusters Score -1.092354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -10923550.000000 Penalty: 5670.716797
	Iteration 28Q: 3 clusters Score -1.092355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -10923552.000000 Penalty: 5670.716797
	Iteration 29Q: 3 clusters Score -1.092355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -10923564.000000 Penalty: 5670.716797
	Iteration 30Q: 3 clusters Score -1.092356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -10923576.000000 Penalty: 5670.716797
	Iteration 31Q: 3 clusters Score -1.092358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -10923580.000000 Penalty: 5670.716797
	Iteration 32Q: 3 clusters Score -1.092358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -10923585.000000 Penalty: 5670.716797
	Iteration 33Q: 3 clusters Score -1.092358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -10923588.000000 Penalty: 5670.716797
	Iteration 34Q: 3 clusters Score -1.092359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -10923589.000000 Penalty: 5670.716797
	Iteration 35Q: 3 clusters Score -1.092359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -10923602.000000 Penalty: 5670.716797
	Iteration 36Q: 3 clusters Score -1.09236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -10923603.000000 Penalty: 5670.716797
	Iteration 37Q: 3 clusters Score -1.09236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -10923609.000000 Penalty: 5670.716797
	Iteration 38Q: 3 clusters Score -1.092361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -10923608.000000 Penalty: 5670.716797
	Iteration 39Q: 3 clusters Score -1.092361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -10923608.000000 Penalty: 5670.716797
	Iteration 40F: 3 clusters Score -1.092361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Entering Unmasked Estep 
Score: -873909.250000 Penalty: 2224.887695
	Iteration 0F: 2 clusters Score -873909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -867538.500000 Penalty: 4449.775391
	Iteration 0F: 3 clusters Score -867538.5 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -869341.500000 Penalty: 4449.775391
	Iteration 1F: 3 clusters Score -869341.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -869691.125000 Penalty: 4449.775391
	Iteration 2F: 3 clusters Score -869691.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -870003.375000 Penalty: 4449.775391
	Iteration 3F: 3 clusters Score -870003.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -870430.312500 Penalty: 4449.775391
	Iteration 4F: 3 clusters Score -870430.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -870852.375000 Penalty: 4449.775391
	Iteration 5F: 3 clusters Score -870852.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -871262.187500 Penalty: 4449.775391
	Iteration 6F: 3 clusters Score -871262.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -871595.812500 Penalty: 4449.775391
	Iteration 7F: 3 clusters Score -871595.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -871856.812500 Penalty: 4449.775391
	Iteration 8Q: 3 clusters Score -871856.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -872025.125000 Penalty: 4449.775391
	Iteration 9Q: 3 clusters Score -872025.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -872147.687500 Penalty: 4449.775391
	Iteration 10Q: 3 clusters Score -872147.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -872238.125000 Penalty: 4449.775391
	Iteration 11Q: 3 clusters Score -872238.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -872310.375000 Penalty: 4449.775391
	Iteration 12Q: 3 clusters Score -872310.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -872374.937500 Penalty: 4449.775391
	Iteration 13Q: 3 clusters Score -872374.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -872437.812500 Penalty: 4449.775391
	Iteration 14Q: 3 clusters Score -872437.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -872499.312500 Penalty: 4449.775391
	Iteration 15Q: 3 clusters Score -872499.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -872539.312500 Penalty: 4449.775391
	Iteration 16Q: 3 clusters Score -872539.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -872572.187500 Penalty: 4449.775391
	Iteration 17Q: 3 clusters Score -872572.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -872597.937500 Penalty: 4449.775391
	Iteration 18Q: 3 clusters Score -872597.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -872617.500000 Penalty: 4449.775391
	Iteration 19Q: 3 clusters Score -872617.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -872635.312500 Penalty: 4449.775391
	Iteration 20F: 3 clusters Score -872635.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -872654.000000 Penalty: 4449.775391
	Iteration 21Q: 3 clusters Score -872654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -872667.750000 Penalty: 4449.775391
	Iteration 22Q: 3 clusters Score -872667.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -872678.437500 Penalty: 4449.775391
	Iteration 23Q: 3 clusters Score -872678.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -872687.562500 Penalty: 4449.775391
	Iteration 24Q: 3 clusters Score -872687.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -872696.750000 Penalty: 4449.775391
	Iteration 25Q: 3 clusters Score -872696.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -872705.312500 Penalty: 4449.775391
	Iteration 26Q: 3 clusters Score -872705.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -872716.000000 Penalty: 4449.775391
	Iteration 27Q: 3 clusters Score -872716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -872731.187500 Penalty: 4449.775391
	Iteration 28Q: 3 clusters Score -872731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -872744.812500 Penalty: 4449.775391
	Iteration 29Q: 3 clusters Score -872744.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -872759.187500 Penalty: 4449.775391
	Iteration 30Q: 3 clusters Score -872759.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -872773.937500 Penalty: 4449.775391
	Iteration 31Q: 3 clusters Score -872773.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -872790.437500 Penalty: 4449.775391
	Iteration 32Q: 3 clusters Score -872790.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -872804.437500 Penalty: 4449.775391
	Iteration 33Q: 3 clusters Score -872804.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -872811.437500 Penalty: 4449.775391
	Iteration 34Q: 3 clusters Score -872811.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -872815.625000 Penalty: 4449.775391
	Iteration 35Q: 3 clusters Score -872815.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -872818.250000 Penalty: 4449.775391
	Iteration 36Q: 3 clusters Score -872818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -872829.750000 Penalty: 4449.775391
	Iteration 37Q: 3 clusters Score -872829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -872838.125000 Penalty: 4449.775391
	Iteration 38Q: 3 clusters Score -872838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -872847.750000 Penalty: 4449.775391
	Iteration 39Q: 3 clusters Score -872847.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -872858.937500 Penalty: 4449.775391
	Iteration 40F: 3 clusters Score -872858.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -872867.625000 Penalty: 4449.775391
	Iteration 41Q: 3 clusters Score -872867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -872883.000000 Penalty: 4449.775391
	Iteration 42Q: 3 clusters Score -872883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -872892.375000 Penalty: 4449.775391
	Iteration 43Q: 3 clusters Score -872892.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -872898.937500 Penalty: 4449.775391
	Iteration 44Q: 3 clusters Score -872898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -872903.000000 Penalty: 4449.775391
	Iteration 45Q: 3 clusters Score -872903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -872903.937500 Penalty: 4449.775391
	Iteration 46Q: 3 clusters Score -872903.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -872908.937500 Penalty: 4449.775391
	Iteration 47Q: 3 clusters Score -872908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -872912.125000 Penalty: 4449.775391
	Iteration 48Q: 3 clusters Score -872912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -872915.500000 Penalty: 4449.775391
	Iteration 49Q: 3 clusters Score -872915.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -872918.375000 Penalty: 4449.775391
	Iteration 50Q: 3 clusters Score -872918.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -872924.312500 Penalty: 4449.775391
	Iteration 51Q: 3 clusters Score -872924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -872927.812500 Penalty: 4449.775391
	Iteration 52Q: 3 clusters Score -872927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -872933.187500 Penalty: 4449.775391
	Iteration 53Q: 3 clusters Score -872933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -872934.062500 Penalty: 4449.775391
	Iteration 54Q: 3 clusters Score -872934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -872935.625000 Penalty: 4449.775391
	Iteration 55Q: 3 clusters Score -872935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -872935.250000 Penalty: 4449.775391
	Iteration 56Q: 3 clusters Score -872935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -872937.562500 Penalty: 4449.775391
	Iteration 57Q: 3 clusters Score -872937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -872939.125000 Penalty: 4449.775391
	Iteration 58Q: 3 clusters Score -872939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -872940.375000 Penalty: 4449.775391
	Iteration 59Q: 3 clusters Score -872940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -872940.875000 Penalty: 4449.775391
	Iteration 60F: 3 clusters Score -872940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -872940.187500 Penalty: 4449.775391
	Iteration 61Q: 3 clusters Score -872940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -872942.250000 Penalty: 4449.775391
	Iteration 62Q: 3 clusters Score -872942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -872942.500000 Penalty: 4449.775391
	Iteration 63Q: 3 clusters Score -872942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -872941.750000 Penalty: 4449.775391
	Iteration 64Q: 3 clusters Score -872941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -872943.750000 Penalty: 4449.775391
	Iteration 65Q: 3 clusters Score -872943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -872943.750000 Penalty: 4449.775391
	Iteration 66F: 3 clusters Score -872943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Entering Unmasked Estep 
Score: -6416070.500000 Penalty: 2702.184570
	Iteration 0F: 2 clusters Score -6416070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -6379552.000000 Penalty: 5404.369141
	Iteration 0F: 3 clusters Score -6379552 nChanged 25028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -6393676.000000 Penalty: 5404.369141
	Iteration 1F: 3 clusters Score -6393676 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -6394230.500000 Penalty: 5404.369141
	Iteration 2Q: 3 clusters Score -6394230 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -6394848.500000 Penalty: 5404.369141
	Iteration 3Q: 3 clusters Score -6394848 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -6395721.500000 Penalty: 5404.369141
	Iteration 4Q: 3 clusters Score -6395722 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6397250.500000 Penalty: 5404.369141
	Iteration 5F: 3 clusters Score -6397250 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -6399522.500000 Penalty: 5404.369141
	Iteration 6F: 3 clusters Score -6399522 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -6402968.000000 Penalty: 5404.369141
	Iteration 7F: 3 clusters Score -6402968 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -6407194.000000 Penalty: 5404.369141
	Iteration 8F: 3 clusters Score -6407194 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6410701.000000 Penalty: 5404.369141
	Iteration 9F: 3 clusters Score -6410701 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6412511.000000 Penalty: 5404.369141
	Iteration 10Q: 3 clusters Score -6412511 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -6413226.500000 Penalty: 5404.369141
	Iteration 11Q: 3 clusters Score -6413226 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -6413463.500000 Penalty: 5404.369141
	Iteration 12Q: 3 clusters Score -6413464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -6413576.000000 Penalty: 5404.369141
	Iteration 13Q: 3 clusters Score -6413576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -6413642.000000 Penalty: 5404.369141
	Iteration 14Q: 3 clusters Score -6413642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6413686.000000 Penalty: 5404.369141
	Iteration 15Q: 3 clusters Score -6413686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -6413699.000000 Penalty: 5404.369141
	Iteration 16Q: 3 clusters Score -6413699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -6413722.000000 Penalty: 5404.369141
	Iteration 17Q: 3 clusters Score -6413722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -6413721.500000 Penalty: 5404.369141
	Iteration 18Q: 3 clusters Score -6413722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -6413720.500000 Penalty: 5404.369141
	Iteration 19Q: 3 clusters Score -6413720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -6413720.500000 Penalty: 5404.369141
	Iteration 20F: 3 clusters Score -6413720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (243634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243634 members 
Entering Unmasked Estep 
Score: -28496822.000000 Penalty: 3076.048828
	Iteration 0F: 2 clusters Score -2.849682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122092 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -28338142.000000 Penalty: 6152.097656
	Iteration 0F: 3 clusters Score -2.833814e+07 nChanged 117405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -28407190.000000 Penalty: 6152.097656
	Iteration 1F: 3 clusters Score -2.840719e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -28408176.000000 Penalty: 6152.097656
	Iteration 2Q: 3 clusters Score -2.840818e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -28409380.000000 Penalty: 6152.097656
	Iteration 3Q: 3 clusters Score -2.840938e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137011 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -28411840.000000 Penalty: 6152.097656
	Iteration 4Q: 3 clusters Score -2.841184e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -28415818.000000 Penalty: 6152.097656
	Iteration 5Q: 3 clusters Score -2.841582e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -28423168.000000 Penalty: 6152.097656
	Iteration 6F: 3 clusters Score -2.842317e+07 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171796 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -28434882.000000 Penalty: 6152.097656
	Iteration 7F: 3 clusters Score -2.843488e+07 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188903 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -28449536.000000 Penalty: 6152.097656
	Iteration 8F: 3 clusters Score -2.844954e+07 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204812 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -28463732.000000 Penalty: 6152.097656
	Iteration 9F: 3 clusters Score -2.846373e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216615 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -28473812.000000 Penalty: 6152.097656
	Iteration 10F: 3 clusters Score -2.847381e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224609 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -28480540.000000 Penalty: 6152.097656
	Iteration 11Q: 3 clusters Score -2.848054e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -28484966.000000 Penalty: 6152.097656
	Iteration 12Q: 3 clusters Score -2.848497e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233847 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -28487900.000000 Penalty: 6152.097656
	Iteration 13Q: 3 clusters Score -2.84879e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236496 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -28490014.000000 Penalty: 6152.097656
	Iteration 14Q: 3 clusters Score -2.849001e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238346 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -28491306.000000 Penalty: 6152.097656
	Iteration 15Q: 3 clusters Score -2.849131e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239547 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -28492094.000000 Penalty: 6152.097656
	Iteration 16Q: 3 clusters Score -2.849209e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240350 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -28492514.000000 Penalty: 6152.097656
	Iteration 17Q: 3 clusters Score -2.849251e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240886 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -28492860.000000 Penalty: 6152.097656
	Iteration 18Q: 3 clusters Score -2.849286e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241227 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -28493008.000000 Penalty: 6152.097656
	Iteration 19Q: 3 clusters Score -2.849301e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241485 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -28493200.000000 Penalty: 6152.097656
	Iteration 20F: 3 clusters Score -2.84932e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241695 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -28493488.000000 Penalty: 6152.097656
	Iteration 21Q: 3 clusters Score -2.849349e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241864 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -28493526.000000 Penalty: 6152.097656
	Iteration 22Q: 3 clusters Score -2.849353e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -28493626.000000 Penalty: 6152.097656
	Iteration 23Q: 3 clusters Score -2.849363e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242098 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -28493690.000000 Penalty: 6152.097656
	Iteration 24Q: 3 clusters Score -2.849369e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242200 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -28493776.000000 Penalty: 6152.097656
	Iteration 25Q: 3 clusters Score -2.849378e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242279 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -28493810.000000 Penalty: 6152.097656
	Iteration 26Q: 3 clusters Score -2.849381e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242324 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -28493828.000000 Penalty: 6152.097656
	Iteration 27Q: 3 clusters Score -2.849383e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242370 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -28493876.000000 Penalty: 6152.097656
	Iteration 28Q: 3 clusters Score -2.849388e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242407 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -28493908.000000 Penalty: 6152.097656
	Iteration 29Q: 3 clusters Score -2.849391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242432 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -28493932.000000 Penalty: 6152.097656
	Iteration 30Q: 3 clusters Score -2.849393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242456 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -28493974.000000 Penalty: 6152.097656
	Iteration 31Q: 3 clusters Score -2.849397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242475 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -28493972.000000 Penalty: 6152.097656
	Iteration 32Q: 3 clusters Score -2.849397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242487 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -28494012.000000 Penalty: 6152.097656
	Iteration 33Q: 3 clusters Score -2.849401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242492 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -28494018.000000 Penalty: 6152.097656
	Iteration 34Q: 3 clusters Score -2.849402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242500 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -28493994.000000 Penalty: 6152.097656
	Iteration 35Q: 3 clusters Score -2.849399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242512 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -28494010.000000 Penalty: 6152.097656
	Iteration 36Q: 3 clusters Score -2.849401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242520 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -28494016.000000 Penalty: 6152.097656
	Iteration 37Q: 3 clusters Score -2.849402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242528 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -28494020.000000 Penalty: 6152.097656
	Iteration 38Q: 3 clusters Score -2.849402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242533 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -28494018.000000 Penalty: 6152.097656
	Iteration 39Q: 3 clusters Score -2.849402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242537 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -28494018.000000 Penalty: 6152.097656
	Iteration 40F: 3 clusters Score -2.849402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242541 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -28494012.000000 Penalty: 6152.097656
	Iteration 41Q: 3 clusters Score -2.849401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242545 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -28494010.000000 Penalty: 6152.097656
	Iteration 42Q: 3 clusters Score -2.849401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242546 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -28494022.000000 Penalty: 6152.097656
	Iteration 43Q: 3 clusters Score -2.849402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242547 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -28494024.000000 Penalty: 6152.097656
	Iteration 44Q: 3 clusters Score -2.849402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242549 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -28494034.000000 Penalty: 6152.097656
	Iteration 45Q: 3 clusters Score -2.849403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242553 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -28494010.000000 Penalty: 6152.097656
	Iteration 46Q: 3 clusters Score -2.849401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242554 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -28494014.000000 Penalty: 6152.097656
	Iteration 47Q: 3 clusters Score -2.849401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -28494016.000000 Penalty: 6152.097656
	Iteration 48Q: 3 clusters Score -2.849402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242555 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -28494016.000000 Penalty: 6152.097656
	Iteration 49F: 3 clusters Score -2.849402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (194137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Entering Unmasked Estep 
Score: -22867264.000000 Penalty: 3019.727051
	Iteration 0F: 2 clusters Score -2.286726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -22739386.000000 Penalty: 6039.454102
	Iteration 0F: 3 clusters Score -2.273939e+07 nChanged 93358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 98079 members 
Entering Unmasked Estep 
Score: -22794172.000000 Penalty: 6039.454102
	Iteration 1F: 3 clusters Score -2.279417e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -22795500.000000 Penalty: 6039.454102
	Iteration 2Q: 3 clusters Score -2.27955e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -22797162.000000 Penalty: 6039.454102
	Iteration 3Q: 3 clusters Score -2.279716e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -22799484.000000 Penalty: 6039.454102
	Iteration 4Q: 3 clusters Score -2.279948e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -22802942.000000 Penalty: 6039.454102
	Iteration 5Q: 3 clusters Score -2.280294e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -22807544.000000 Penalty: 6039.454102
	Iteration 6Q: 3 clusters Score -2.280754e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -22813750.000000 Penalty: 6039.454102
	Iteration 7F: 3 clusters Score -2.281375e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -22822166.000000 Penalty: 6039.454102
	Iteration 8F: 3 clusters Score -2.282217e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 113519 members 
Entering Unmasked Estep 
Score: -22831610.000000 Penalty: 6039.454102
	Iteration 9F: 3 clusters Score -2.283161e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -22838308.000000 Penalty: 6039.454102
	Iteration 10F: 3 clusters Score -2.283831e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 119252 members 
Entering Unmasked Estep 
Score: -22841444.000000 Penalty: 6039.454102
	Iteration 11Q: 3 clusters Score -2.284144e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 121759 members 
Entering Unmasked Estep 
Score: -22842888.000000 Penalty: 6039.454102
	Iteration 12Q: 3 clusters Score -2.284289e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -22843932.000000 Penalty: 6039.454102
	Iteration 13Q: 3 clusters Score -2.284393e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -22844586.000000 Penalty: 6039.454102
	Iteration 14Q: 3 clusters Score -2.284459e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -22845238.000000 Penalty: 6039.454102
	Iteration 15Q: 3 clusters Score -2.284524e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -22846086.000000 Penalty: 6039.454102
	Iteration 16Q: 3 clusters Score -2.284609e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -22846846.000000 Penalty: 6039.454102
	Iteration 17Q: 3 clusters Score -2.284685e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 137301 members 
Entering Unmasked Estep 
Score: -22847672.000000 Penalty: 6039.454102
	Iteration 18Q: 3 clusters Score -2.284767e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 140029 members 
Entering Unmasked Estep 
Score: -22848528.000000 Penalty: 6039.454102
	Iteration 19Q: 3 clusters Score -2.284853e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -22849198.000000 Penalty: 6039.454102
	Iteration 20F: 3 clusters Score -2.28492e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -22850184.000000 Penalty: 6039.454102
	Iteration 21Q: 3 clusters Score -2.285018e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -22850962.000000 Penalty: 6039.454102
	Iteration 22Q: 3 clusters Score -2.285096e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 150698 members 
Entering Unmasked Estep 
Score: -22851744.000000 Penalty: 6039.454102
	Iteration 23Q: 3 clusters Score -2.285174e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -22852704.000000 Penalty: 6039.454102
	Iteration 24Q: 3 clusters Score -2.28527e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -22853420.000000 Penalty: 6039.454102
	Iteration 25Q: 3 clusters Score -2.285342e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -22854370.000000 Penalty: 6039.454102
	Iteration 26Q: 3 clusters Score -2.285437e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 161830 members 
Entering Unmasked Estep 
Score: -22855306.000000 Penalty: 6039.454102
	Iteration 27Q: 3 clusters Score -2.285531e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -22856212.000000 Penalty: 6039.454102
	Iteration 28Q: 3 clusters Score -2.285621e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -22857156.000000 Penalty: 6039.454102
	Iteration 29Q: 3 clusters Score -2.285716e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -22857892.000000 Penalty: 6039.454102
	Iteration 30Q: 3 clusters Score -2.285789e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 172226 members 
Entering Unmasked Estep 
Score: -22858670.000000 Penalty: 6039.454102
	Iteration 31Q: 3 clusters Score -2.285867e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -22859532.000000 Penalty: 6039.454102
	Iteration 32Q: 3 clusters Score -2.285953e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 176609 members 
Entering Unmasked Estep 
Score: -22860140.000000 Penalty: 6039.454102
	Iteration 33Q: 3 clusters Score -2.286014e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 178550 members 
Entering Unmasked Estep 
Score: -22860712.000000 Penalty: 6039.454102
	Iteration 34Q: 3 clusters Score -2.286071e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 180307 members 
Entering Unmasked Estep 
Score: -22861336.000000 Penalty: 6039.454102
	Iteration 35Q: 3 clusters Score -2.286134e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 181920 members 
Entering Unmasked Estep 
Score: -22861756.000000 Penalty: 6039.454102
	Iteration 36Q: 3 clusters Score -2.286176e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 183354 members 
Entering Unmasked Estep 
Score: -22862270.000000 Penalty: 6039.454102
	Iteration 37Q: 3 clusters Score -2.286227e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -22862694.000000 Penalty: 6039.454102
	Iteration 38Q: 3 clusters Score -2.286269e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 185782 members 
Entering Unmasked Estep 
Score: -22863130.000000 Penalty: 6039.454102
	Iteration 39Q: 3 clusters Score -2.286313e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 186766 members 
Entering Unmasked Estep 
Score: -22863498.000000 Penalty: 6039.454102
	Iteration 40F: 3 clusters Score -2.28635e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 187699 members 
Entering Unmasked Estep 
Score: -22863756.000000 Penalty: 6039.454102
	Iteration 41Q: 3 clusters Score -2.286376e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 188443 members 
Entering Unmasked Estep 
Score: -22863906.000000 Penalty: 6039.454102
	Iteration 42Q: 3 clusters Score -2.286391e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 189093 members 
Entering Unmasked Estep 
Score: -22864086.000000 Penalty: 6039.454102
	Iteration 43Q: 3 clusters Score -2.286409e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 189631 members 
Entering Unmasked Estep 
Score: -22864308.000000 Penalty: 6039.454102
	Iteration 44Q: 3 clusters Score -2.286431e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 190096 members 
Entering Unmasked Estep 
Score: -22864462.000000 Penalty: 6039.454102
	Iteration 45Q: 3 clusters Score -2.286446e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 190494 members 
Entering Unmasked Estep 
Score: -22864648.000000 Penalty: 6039.454102
	Iteration 46Q: 3 clusters Score -2.286465e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 190837 members 
Entering Unmasked Estep 
Score: -22864740.000000 Penalty: 6039.454102
	Iteration 47Q: 3 clusters Score -2.286474e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 191120 members 
Entering Unmasked Estep 
Score: -22864854.000000 Penalty: 6039.454102
	Iteration 48Q: 3 clusters Score -2.286485e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -22864910.000000 Penalty: 6039.454102
	Iteration 49Q: 3 clusters Score -2.286491e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 191513 members 
Entering Unmasked Estep 
Score: -22864928.000000 Penalty: 6039.454102
	Iteration 50Q: 3 clusters Score -2.286493e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 191653 members 
Entering Unmasked Estep 
Score: -22864958.000000 Penalty: 6039.454102
	Iteration 51Q: 3 clusters Score -2.286496e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 191769 members 
Entering Unmasked Estep 
Score: -22864982.000000 Penalty: 6039.454102
	Iteration 52Q: 3 clusters Score -2.286498e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 191893 members 
Entering Unmasked Estep 
Score: -22865030.000000 Penalty: 6039.454102
	Iteration 53Q: 3 clusters Score -2.286503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 191993 members 
Entering Unmasked Estep 
Score: -22865106.000000 Penalty: 6039.454102
	Iteration 54Q: 3 clusters Score -2.286511e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 192073 members 
Entering Unmasked Estep 
Score: -22865130.000000 Penalty: 6039.454102
	Iteration 55Q: 3 clusters Score -2.286513e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 192137 members 
Entering Unmasked Estep 
Score: -22865188.000000 Penalty: 6039.454102
	Iteration 56Q: 3 clusters Score -2.286519e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 192208 members 
Entering Unmasked Estep 
Score: -22865210.000000 Penalty: 6039.454102
	Iteration 57Q: 3 clusters Score -2.286521e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 192278 members 
Entering Unmasked Estep 
Score: -22865232.000000 Penalty: 6039.454102
	Iteration 58Q: 3 clusters Score -2.286523e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 192337 members 
Entering Unmasked Estep 
Score: -22865236.000000 Penalty: 6039.454102
	Iteration 59Q: 3 clusters Score -2.286524e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 192388 members 
Entering Unmasked Estep 
Score: -22865304.000000 Penalty: 6039.454102
	Iteration 60F: 3 clusters Score -2.28653e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 192429 members 
Entering Unmasked Estep 
Score: -22865332.000000 Penalty: 6039.454102
	Iteration 61Q: 3 clusters Score -2.286533e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 192465 members 
Entering Unmasked Estep 
Score: -22865352.000000 Penalty: 6039.454102
	Iteration 62Q: 3 clusters Score -2.286535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 192489 members 
Entering Unmasked Estep 
Score: -22865374.000000 Penalty: 6039.454102
	Iteration 63Q: 3 clusters Score -2.286537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -22865380.000000 Penalty: 6039.454102
	Iteration 64Q: 3 clusters Score -2.286538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 192544 members 
Entering Unmasked Estep 
Score: -22865352.000000 Penalty: 6039.454102
	Iteration 65Q: 3 clusters Score -2.286535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 192570 members 
Entering Unmasked Estep 
Score: -22865360.000000 Penalty: 6039.454102
	Iteration 66Q: 3 clusters Score -2.286536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 192592 members 
Entering Unmasked Estep 
Score: -22865328.000000 Penalty: 6039.454102
	Iteration 67Q: 3 clusters Score -2.286533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 192618 members 
Entering Unmasked Estep 
Score: -22865368.000000 Penalty: 6039.454102
	Iteration 68Q: 3 clusters Score -2.286537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 192639 members 
Entering Unmasked Estep 
Score: -22865352.000000 Penalty: 6039.454102
	Iteration 69Q: 3 clusters Score -2.286535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 192666 members 
Entering Unmasked Estep 
Score: -22865382.000000 Penalty: 6039.454102
	Iteration 70Q: 3 clusters Score -2.286538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 192684 members 
Entering Unmasked Estep 
Score: -22865382.000000 Penalty: 6039.454102
	Iteration 71Q: 3 clusters Score -2.286538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 192701 members 
Entering Unmasked Estep 
Score: -22865408.000000 Penalty: 6039.454102
	Iteration 72Q: 3 clusters Score -2.286541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 192720 members 
Entering Unmasked Estep 
Score: -22865444.000000 Penalty: 6039.454102
	Iteration 73Q: 3 clusters Score -2.286544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 192737 members 
Entering Unmasked Estep 
Score: -22865468.000000 Penalty: 6039.454102
	Iteration 74Q: 3 clusters Score -2.286547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 192749 members 
Entering Unmasked Estep 
Score: -22865482.000000 Penalty: 6039.454102
	Iteration 75Q: 3 clusters Score -2.286548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 192758 members 
Entering Unmasked Estep 
Score: -22865488.000000 Penalty: 6039.454102
	Iteration 76Q: 3 clusters Score -2.286549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -22865490.000000 Penalty: 6039.454102
	Iteration 77Q: 3 clusters Score -2.286549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 192773 members 
Entering Unmasked Estep 
Score: -22865490.000000 Penalty: 6039.454102
	Iteration 78Q: 3 clusters Score -2.286549e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 192772 members 
Entering Unmasked Estep 
Score: -22865516.000000 Penalty: 6039.454102
	Iteration 79Q: 3 clusters Score -2.286552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 192780 members 
Entering Unmasked Estep 
Score: -22865514.000000 Penalty: 6039.454102
	Iteration 80F: 3 clusters Score -2.286551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 192791 members 
Entering Unmasked Estep 
Score: -22865512.000000 Penalty: 6039.454102
	Iteration 81Q: 3 clusters Score -2.286551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 192794 members 
Entering Unmasked Estep 
Score: -22865514.000000 Penalty: 6039.454102
	Iteration 82Q: 3 clusters Score -2.286551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 192798 members 
Entering Unmasked Estep 
Score: -22865526.000000 Penalty: 6039.454102
	Iteration 83Q: 3 clusters Score -2.286553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 192800 members 
Entering Unmasked Estep 
Score: -22865532.000000 Penalty: 6039.454102
	Iteration 84Q: 3 clusters Score -2.286553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -22865552.000000 Penalty: 6039.454102
	Iteration 85Q: 3 clusters Score -2.286555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 192800 members 
Entering Unmasked Estep 
Score: -22865558.000000 Penalty: 6039.454102
	Iteration 86Q: 3 clusters Score -2.286556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 192798 members 
Entering Unmasked Estep 
Score: -22865564.000000 Penalty: 6039.454102
	Iteration 87Q: 3 clusters Score -2.286556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -22865564.000000 Penalty: 6039.454102
	Iteration 88Q: 3 clusters Score -2.286556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -22865572.000000 Penalty: 6039.454102
	Iteration 89Q: 3 clusters Score -2.286557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 192799 members 
Entering Unmasked Estep 
Score: -22865556.000000 Penalty: 6039.454102
	Iteration 90Q: 3 clusters Score -2.286556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -22865554.000000 Penalty: 6039.454102
	Iteration 91Q: 3 clusters Score -2.286555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 192806 members 
Entering Unmasked Estep 
Score: -22865554.000000 Penalty: 6039.454102
	Iteration 92Q: 3 clusters Score -2.286555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -22865564.000000 Penalty: 6039.454102
	Iteration 93Q: 3 clusters Score -2.286556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 192815 members 
Entering Unmasked Estep 
Score: -22865584.000000 Penalty: 6039.454102
	Iteration 94Q: 3 clusters Score -2.286558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 192816 members 
Entering Unmasked Estep 
Score: -22865594.000000 Penalty: 6039.454102
	Iteration 95Q: 3 clusters Score -2.286559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 192817 members 
Entering Unmasked Estep 
Score: -22865592.000000 Penalty: 6039.454102
	Iteration 96Q: 3 clusters Score -2.286559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 192823 members 
Entering Unmasked Estep 
Score: -22865598.000000 Penalty: 6039.454102
	Iteration 97Q: 3 clusters Score -2.28656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 192827 members 
Entering Unmasked Estep 
Score: -22865588.000000 Penalty: 6039.454102
	Iteration 98Q: 3 clusters Score -2.286559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 192827 members 
Entering Unmasked Estep 
Score: -22865610.000000 Penalty: 6039.454102
	Iteration 99Q: 3 clusters Score -2.286561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 192829 members 
Entering Unmasked Estep 
Score: -22865608.000000 Penalty: 6039.454102
	Iteration 100F: 3 clusters Score -2.286561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 192831 members 
Entering Unmasked Estep 
Score: -22865614.000000 Penalty: 6039.454102
	Iteration 101Q: 3 clusters Score -2.286561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 192833 members 
Entering Unmasked Estep 
Score: -22865610.000000 Penalty: 6039.454102
	Iteration 102Q: 3 clusters Score -2.286561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 192834 members 
Entering Unmasked Estep 
Score: -22865618.000000 Penalty: 6039.454102
	Iteration 103Q: 3 clusters Score -2.286562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 192836 members 
Entering Unmasked Estep 
Score: -22865618.000000 Penalty: 6039.454102
	Iteration 104Q: 3 clusters Score -2.286562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 192835 members 
Entering Unmasked Estep 
Score: -22865618.000000 Penalty: 6039.454102
	Iteration 105Q: 3 clusters Score -2.286562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 192834 members 
Entering Unmasked Estep 
Score: -22865616.000000 Penalty: 6039.454102
	Iteration 106Q: 3 clusters Score -2.286562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 192834 members 
Entering Unmasked Estep 
Score: -22865616.000000 Penalty: 6039.454102
	Iteration 107F: 3 clusters Score -2.286562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Entering Unmasked Estep 
Score: -1185365.750000 Penalty: 2292.504395
	Iteration 0F: 2 clusters Score -1185366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1177451.375000 Penalty: 4585.008789
	Iteration 0F: 3 clusters Score -1177451 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1179878.500000 Penalty: 4585.008789
	Iteration 1F: 3 clusters Score -1179878 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1180554.625000 Penalty: 4585.008789
	Iteration 2F: 3 clusters Score -1180555 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1181446.750000 Penalty: 4585.008789
	Iteration 3F: 3 clusters Score -1181447 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1182341.000000 Penalty: 4585.008789
	Iteration 4F: 3 clusters Score -1182341 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1183074.125000 Penalty: 4585.008789
	Iteration 5F: 3 clusters Score -1183074 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1183507.875000 Penalty: 4585.008789
	Iteration 6F: 3 clusters Score -1183508 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1183693.125000 Penalty: 4585.008789
	Iteration 7Q: 3 clusters Score -1183693 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1183785.500000 Penalty: 4585.008789
	Iteration 8Q: 3 clusters Score -1183786 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1183825.500000 Penalty: 4585.008789
	Iteration 9Q: 3 clusters Score -1183826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1183842.750000 Penalty: 4585.008789
	Iteration 10Q: 3 clusters Score -1183843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1183852.625000 Penalty: 4585.008789
	Iteration 11Q: 3 clusters Score -1183853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1183863.625000 Penalty: 4585.008789
	Iteration 12Q: 3 clusters Score -1183864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1183867.125000 Penalty: 4585.008789
	Iteration 13Q: 3 clusters Score -1183867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1183875.000000 Penalty: 4585.008789
	Iteration 14Q: 3 clusters Score -1183875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1183874.625000 Penalty: 4585.008789
	Iteration 15Q: 3 clusters Score -1183875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1183876.625000 Penalty: 4585.008789
	Iteration 16Q: 3 clusters Score -1183877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1183877.750000 Penalty: 4585.008789
	Iteration 17Q: 3 clusters Score -1183878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1183876.875000 Penalty: 4585.008789
	Iteration 18Q: 3 clusters Score -1183877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1183878.125000 Penalty: 4585.008789
	Iteration 19Q: 3 clusters Score -1183878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1183878.250000 Penalty: 4585.008789
	Iteration 20F: 3 clusters Score -1183878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1183878.250000 Penalty: 4585.008789
	Iteration 21Q: 3 clusters Score -1183878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1183880.125000 Penalty: 4585.008789
	Iteration 22Q: 3 clusters Score -1183880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1183881.500000 Penalty: 4585.008789
	Iteration 23Q: 3 clusters Score -1183882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1183882.000000 Penalty: 4585.008789
	Iteration 24Q: 3 clusters Score -1183882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1183882.750000 Penalty: 4585.008789
	Iteration 25Q: 3 clusters Score -1183883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1183882.250000 Penalty: 4585.008789
	Iteration 26Q: 3 clusters Score -1183882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1183883.000000 Penalty: 4585.008789
	Iteration 27Q: 3 clusters Score -1183883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1183883.125000 Penalty: 4585.008789
	Iteration 28Q: 3 clusters Score -1183883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1183883.125000 Penalty: 4585.008789
	Iteration 29F: 3 clusters Score -1183883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Entering Unmasked Estep 
Score: -20714416.000000 Penalty: 2996.748291
	Iteration 0F: 2 clusters Score -2.071442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -20597134.000000 Penalty: 5993.496582
	Iteration 0F: 3 clusters Score -2.059713e+07 nChanged 84802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -20646732.000000 Penalty: 5993.496582
	Iteration 1F: 3 clusters Score -2.064673e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -20648204.000000 Penalty: 5993.496582
	Iteration 2Q: 3 clusters Score -2.06482e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -20650744.000000 Penalty: 5993.496582
	Iteration 3Q: 3 clusters Score -2.065074e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -20654784.000000 Penalty: 5993.496582
	Iteration 4Q: 3 clusters Score -2.065478e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -20662496.000000 Penalty: 5993.496582
	Iteration 5F: 3 clusters Score -2.06625e+07 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135106 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -20674600.000000 Penalty: 5993.496582
	Iteration 6F: 3 clusters Score -2.06746e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -20688948.000000 Penalty: 5993.496582
	Iteration 7F: 3 clusters Score -2.068895e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -20700062.000000 Penalty: 5993.496582
	Iteration 8F: 3 clusters Score -2.070006e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -20706274.000000 Penalty: 5993.496582
	Iteration 9Q: 3 clusters Score -2.070627e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170264 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -20709112.000000 Penalty: 5993.496582
	Iteration 10Q: 3 clusters Score -2.070911e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172251 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -20710398.000000 Penalty: 5993.496582
	Iteration 11Q: 3 clusters Score -2.07104e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -20711104.000000 Penalty: 5993.496582
	Iteration 12Q: 3 clusters Score -2.07111e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174175 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -20711510.000000 Penalty: 5993.496582
	Iteration 13Q: 3 clusters Score -2.071151e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -20711814.000000 Penalty: 5993.496582
	Iteration 14Q: 3 clusters Score -2.071181e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174923 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20711972.000000 Penalty: 5993.496582
	Iteration 15Q: 3 clusters Score -2.071197e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175148 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20712132.000000 Penalty: 5993.496582
	Iteration 16Q: 3 clusters Score -2.071213e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20712266.000000 Penalty: 5993.496582
	Iteration 17Q: 3 clusters Score -2.071227e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175433 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20712334.000000 Penalty: 5993.496582
	Iteration 18Q: 3 clusters Score -2.071233e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20712388.000000 Penalty: 5993.496582
	Iteration 19Q: 3 clusters Score -2.071239e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -20712446.000000 Penalty: 5993.496582
	Iteration 20F: 3 clusters Score -2.071245e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175586 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20712472.000000 Penalty: 5993.496582
	Iteration 21Q: 3 clusters Score -2.071247e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20712478.000000 Penalty: 5993.496582
	Iteration 22Q: 3 clusters Score -2.071248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175616 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20712502.000000 Penalty: 5993.496582
	Iteration 23Q: 3 clusters Score -2.07125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20712494.000000 Penalty: 5993.496582
	Iteration 24Q: 3 clusters Score -2.071249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20712508.000000 Penalty: 5993.496582
	Iteration 25Q: 3 clusters Score -2.071251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175634 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20712512.000000 Penalty: 5993.496582
	Iteration 26Q: 3 clusters Score -2.071251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20712502.000000 Penalty: 5993.496582
	Iteration 27Q: 3 clusters Score -2.07125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20712522.000000 Penalty: 5993.496582
	Iteration 28Q: 3 clusters Score -2.071252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20712538.000000 Penalty: 5993.496582
	Iteration 29Q: 3 clusters Score -2.071254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20712572.000000 Penalty: 5993.496582
	Iteration 30Q: 3 clusters Score -2.071257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20712596.000000 Penalty: 5993.496582
	Iteration 31Q: 3 clusters Score -2.07126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20712610.000000 Penalty: 5993.496582
	Iteration 32Q: 3 clusters Score -2.071261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20712598.000000 Penalty: 5993.496582
	Iteration 33Q: 3 clusters Score -2.07126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175624 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20712620.000000 Penalty: 5993.496582
	Iteration 34Q: 3 clusters Score -2.071262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20712634.000000 Penalty: 5993.496582
	Iteration 35Q: 3 clusters Score -2.071263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20712652.000000 Penalty: 5993.496582
	Iteration 36Q: 3 clusters Score -2.071265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20712678.000000 Penalty: 5993.496582
	Iteration 37Q: 3 clusters Score -2.071268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20712694.000000 Penalty: 5993.496582
	Iteration 38Q: 3 clusters Score -2.071269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20712698.000000 Penalty: 5993.496582
	Iteration 39Q: 3 clusters Score -2.07127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20712700.000000 Penalty: 5993.496582
	Iteration 40F: 3 clusters Score -2.07127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175623 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20712694.000000 Penalty: 5993.496582
	Iteration 41Q: 3 clusters Score -2.071269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20712706.000000 Penalty: 5993.496582
	Iteration 42Q: 3 clusters Score -2.071271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20712686.000000 Penalty: 5993.496582
	Iteration 43Q: 3 clusters Score -2.071269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20712686.000000 Penalty: 5993.496582
	Iteration 44Q: 3 clusters Score -2.071269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20712696.000000 Penalty: 5993.496582
	Iteration 45Q: 3 clusters Score -2.07127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20712700.000000 Penalty: 5993.496582
	Iteration 46Q: 3 clusters Score -2.07127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20712702.000000 Penalty: 5993.496582
	Iteration 47Q: 3 clusters Score -2.07127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20712694.000000 Penalty: 5993.496582
	Iteration 48Q: 3 clusters Score -2.071269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20712704.000000 Penalty: 5993.496582
	Iteration 49Q: 3 clusters Score -2.07127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20712706.000000 Penalty: 5993.496582
	Iteration 50Q: 3 clusters Score -2.071271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20712696.000000 Penalty: 5993.496582
	Iteration 51Q: 3 clusters Score -2.07127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20712714.000000 Penalty: 5993.496582
	Iteration 52Q: 3 clusters Score -2.071271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175615 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20712704.000000 Penalty: 5993.496582
	Iteration 53Q: 3 clusters Score -2.07127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20712710.000000 Penalty: 5993.496582
	Iteration 54Q: 3 clusters Score -2.071271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20712718.000000 Penalty: 5993.496582
	Iteration 55Q: 3 clusters Score -2.071272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175615 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20712722.000000 Penalty: 5993.496582
	Iteration 56Q: 3 clusters Score -2.071272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175615 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20712718.000000 Penalty: 5993.496582
	Iteration 57Q: 3 clusters Score -2.071272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175615 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -20712726.000000 Penalty: 5993.496582
	Iteration 58Q: 3 clusters Score -2.071273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20712720.000000 Penalty: 5993.496582
	Iteration 59Q: 3 clusters Score -2.071272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20712706.000000 Penalty: 5993.496582
	Iteration 60F: 3 clusters Score -2.071271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20712706.000000 Penalty: 5993.496582
	Iteration 61Q: 3 clusters Score -2.071271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20712700.000000 Penalty: 5993.496582
	Iteration 62Q: 3 clusters Score -2.07127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20712702.000000 Penalty: 5993.496582
	Iteration 63Q: 3 clusters Score -2.07127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20712700.000000 Penalty: 5993.496582
	Iteration 64Q: 3 clusters Score -2.07127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20712694.000000 Penalty: 5993.496582
	Iteration 65Q: 3 clusters Score -2.071269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20712694.000000 Penalty: 5993.496582
	Iteration 66F: 3 clusters Score -2.071269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -66580.250000 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -66580.25 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 336 members 
Entering Unmasked Estep 
Score: -64999.644531 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -64999.64 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65267.660156 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -65267.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65367.171875 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -65367.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65425.601562 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -65425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65511.152344 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -65511.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65587.148438 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -65587.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65672.750000 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -65672.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65735.578125 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -65735.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65795.171875 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -65795.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65836.640625 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -65836.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65901.125000 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -65901.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65982.632812 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -65982.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66096.453125 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -66096.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66292.304688 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -66292.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66420.296875 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -66420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66472.250000 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -66472.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66478.109375 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -66478.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66478.109375 Penalty: 3231.297607
	Iteration 17F: 3 clusters Score -66478.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Entering Unmasked Estep 
Score: -4652682.000000 Penalty: 2622.112305
	Iteration 0F: 2 clusters Score -4652682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4626054.000000 Penalty: 5244.224609
	Iteration 0F: 3 clusters Score -4626054 nChanged 17945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4636114.500000 Penalty: 5244.224609
	Iteration 1F: 3 clusters Score -4636114 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4636690.500000 Penalty: 5244.224609
	Iteration 2Q: 3 clusters Score -4636690 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4637179.000000 Penalty: 5244.224609
	Iteration 3Q: 3 clusters Score -4637179 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -4637713.500000 Penalty: 5244.224609
	Iteration 4Q: 3 clusters Score -4637714 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4638309.000000 Penalty: 5244.224609
	Iteration 5Q: 3 clusters Score -4638309 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4639185.000000 Penalty: 5244.224609
	Iteration 6Q: 3 clusters Score -4639185 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4640282.000000 Penalty: 5244.224609
	Iteration 7F: 3 clusters Score -4640282 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4641675.500000 Penalty: 5244.224609
	Iteration 8F: 3 clusters Score -4641676 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4643505.500000 Penalty: 5244.224609
	Iteration 9F: 3 clusters Score -4643506 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4645594.000000 Penalty: 5244.224609
	Iteration 10F: 3 clusters Score -4645594 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4647504.500000 Penalty: 5244.224609
	Iteration 11F: 3 clusters Score -4647504 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4648812.000000 Penalty: 5244.224609
	Iteration 12Q: 3 clusters Score -4648812 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -4649547.500000 Penalty: 5244.224609
	Iteration 13Q: 3 clusters Score -4649548 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4649888.500000 Penalty: 5244.224609
	Iteration 14Q: 3 clusters Score -4649888 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4650072.500000 Penalty: 5244.224609
	Iteration 15Q: 3 clusters Score -4650072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4650199.000000 Penalty: 5244.224609
	Iteration 16Q: 3 clusters Score -4650199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -4650284.000000 Penalty: 5244.224609
	Iteration 17Q: 3 clusters Score -4650284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4650332.500000 Penalty: 5244.224609
	Iteration 18Q: 3 clusters Score -4650332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -4650364.000000 Penalty: 5244.224609
	Iteration 19Q: 3 clusters Score -4650364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -4650396.500000 Penalty: 5244.224609
	Iteration 20F: 3 clusters Score -4650396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -4650427.000000 Penalty: 5244.224609
	Iteration 21Q: 3 clusters Score -4650427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4650433.500000 Penalty: 5244.224609
	Iteration 22Q: 3 clusters Score -4650434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4650443.500000 Penalty: 5244.224609
	Iteration 23Q: 3 clusters Score -4650444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4650444.500000 Penalty: 5244.224609
	Iteration 24Q: 3 clusters Score -4650444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4650444.000000 Penalty: 5244.224609
	Iteration 25Q: 3 clusters Score -4650444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -4650444.500000 Penalty: 5244.224609
	Iteration 26Q: 3 clusters Score -4650444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4650446.500000 Penalty: 5244.224609
	Iteration 27Q: 3 clusters Score -4650446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4650446.500000 Penalty: 5244.224609
	Iteration 28F: 3 clusters Score -4650446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Entering Unmasked Estep 
Score: -6579117.000000 Penalty: 2710.296387
	Iteration 0F: 2 clusters Score -6579117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -6541814.500000 Penalty: 5420.592773
	Iteration 0F: 3 clusters Score -6541814 nChanged 25742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -6556720.500000 Penalty: 5420.592773
	Iteration 1F: 3 clusters Score -6556720 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6558113.500000 Penalty: 5420.592773
	Iteration 2F: 3 clusters Score -6558114 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -6560152.500000 Penalty: 5420.592773
	Iteration 3F: 3 clusters Score -6560152 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -6563218.000000 Penalty: 5420.592773
	Iteration 4F: 3 clusters Score -6563218 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6566925.000000 Penalty: 5420.592773
	Iteration 5F: 3 clusters Score -6566925 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6570395.500000 Penalty: 5420.592773
	Iteration 6F: 3 clusters Score -6570396 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6572778.000000 Penalty: 5420.592773
	Iteration 7F: 3 clusters Score -6572778 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -6574232.500000 Penalty: 5420.592773
	Iteration 8Q: 3 clusters Score -6574232 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -6575139.000000 Penalty: 5420.592773
	Iteration 9Q: 3 clusters Score -6575139 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6575702.000000 Penalty: 5420.592773
	Iteration 10Q: 3 clusters Score -6575702 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6576077.000000 Penalty: 5420.592773
	Iteration 11Q: 3 clusters Score -6576077 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6576326.500000 Penalty: 5420.592773
	Iteration 12Q: 3 clusters Score -6576326 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6576495.000000 Penalty: 5420.592773
	Iteration 13Q: 3 clusters Score -6576495 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -6576629.500000 Penalty: 5420.592773
	Iteration 14Q: 3 clusters Score -6576630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -6576716.000000 Penalty: 5420.592773
	Iteration 15Q: 3 clusters Score -6576716 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -6576786.500000 Penalty: 5420.592773
	Iteration 16Q: 3 clusters Score -6576786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -6576875.500000 Penalty: 5420.592773
	Iteration 17Q: 3 clusters Score -6576876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -6576917.500000 Penalty: 5420.592773
	Iteration 18Q: 3 clusters Score -6576918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -6576954.000000 Penalty: 5420.592773
	Iteration 19Q: 3 clusters Score -6576954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -6576996.000000 Penalty: 5420.592773
	Iteration 20F: 3 clusters Score -6576996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -6577040.000000 Penalty: 5420.592773
	Iteration 21Q: 3 clusters Score -6577040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -6577074.500000 Penalty: 5420.592773
	Iteration 22Q: 3 clusters Score -6577074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -6577084.000000 Penalty: 5420.592773
	Iteration 23Q: 3 clusters Score -6577084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -6577106.500000 Penalty: 5420.592773
	Iteration 24Q: 3 clusters Score -6577106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -6577114.500000 Penalty: 5420.592773
	Iteration 25Q: 3 clusters Score -6577114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -6577117.000000 Penalty: 5420.592773
	Iteration 26Q: 3 clusters Score -6577117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -6577122.000000 Penalty: 5420.592773
	Iteration 27Q: 3 clusters Score -6577122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -6577130.000000 Penalty: 5420.592773
	Iteration 28Q: 3 clusters Score -6577130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -6577151.500000 Penalty: 5420.592773
	Iteration 29Q: 3 clusters Score -6577152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -6577162.000000 Penalty: 5420.592773
	Iteration 30Q: 3 clusters Score -6577162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -6577166.500000 Penalty: 5420.592773
	Iteration 31Q: 3 clusters Score -6577166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -6577160.500000 Penalty: 5420.592773
	Iteration 32Q: 3 clusters Score -6577160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -6577164.000000 Penalty: 5420.592773
	Iteration 33Q: 3 clusters Score -6577164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6577161.500000 Penalty: 5420.592773
	Iteration 34Q: 3 clusters Score -6577162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -6577177.500000 Penalty: 5420.592773
	Iteration 35Q: 3 clusters Score -6577178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -6577178.000000 Penalty: 5420.592773
	Iteration 36Q: 3 clusters Score -6577178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6577179.500000 Penalty: 5420.592773
	Iteration 37Q: 3 clusters Score -6577180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6577174.000000 Penalty: 5420.592773
	Iteration 38Q: 3 clusters Score -6577174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -6577183.000000 Penalty: 5420.592773
	Iteration 39Q: 3 clusters Score -6577183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -6577190.500000 Penalty: 5420.592773
	Iteration 40F: 3 clusters Score -6577190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -6577187.000000 Penalty: 5420.592773
	Iteration 41Q: 3 clusters Score -6577187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -6577187.000000 Penalty: 5420.592773
	Iteration 42F: 3 clusters Score -6577187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Entering Unmasked Estep 
Score: -9701333.000000 Penalty: 2809.920410
	Iteration 0F: 2 clusters Score -9701333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -9645579.000000 Penalty: 5619.840820
	Iteration 0F: 3 clusters Score -9645579 nChanged 39251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9667669.000000 Penalty: 5619.840820
	Iteration 1F: 3 clusters Score -9667669 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -9668421.000000 Penalty: 5619.840820
	Iteration 2Q: 3 clusters Score -9668421 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -9669407.000000 Penalty: 5619.840820
	Iteration 3Q: 3 clusters Score -9669407 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -9670495.000000 Penalty: 5619.840820
	Iteration 4Q: 3 clusters Score -9670495 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -9671801.000000 Penalty: 5619.840820
	Iteration 5Q: 3 clusters Score -9671801 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9673784.000000 Penalty: 5619.840820
	Iteration 6Q: 3 clusters Score -9673784 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -9676731.000000 Penalty: 5619.840820
	Iteration 7F: 3 clusters Score -9676731 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -9680753.000000 Penalty: 5619.840820
	Iteration 8F: 3 clusters Score -9680753 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -9685800.000000 Penalty: 5619.840820
	Iteration 9F: 3 clusters Score -9685800 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -9690226.000000 Penalty: 5619.840820
	Iteration 10F: 3 clusters Score -9690226 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9693479.000000 Penalty: 5619.840820
	Iteration 11Q: 3 clusters Score -9693479 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -9695542.000000 Penalty: 5619.840820
	Iteration 12Q: 3 clusters Score -9695542 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -9696725.000000 Penalty: 5619.840820
	Iteration 13Q: 3 clusters Score -9696725 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -9697366.000000 Penalty: 5619.840820
	Iteration 14Q: 3 clusters Score -9697366 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -9697839.000000 Penalty: 5619.840820
	Iteration 15Q: 3 clusters Score -9697839 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -9698124.000000 Penalty: 5619.840820
	Iteration 16Q: 3 clusters Score -9698124 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -9698344.000000 Penalty: 5619.840820
	Iteration 17Q: 3 clusters Score -9698344 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -9698526.000000 Penalty: 5619.840820
	Iteration 18Q: 3 clusters Score -9698526 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -9698708.000000 Penalty: 5619.840820
	Iteration 19Q: 3 clusters Score -9698708 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -9698859.000000 Penalty: 5619.840820
	Iteration 20F: 3 clusters Score -9698859 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -9698978.000000 Penalty: 5619.840820
	Iteration 21Q: 3 clusters Score -9698978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -9699062.000000 Penalty: 5619.840820
	Iteration 22Q: 3 clusters Score -9699062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -9699109.000000 Penalty: 5619.840820
	Iteration 23Q: 3 clusters Score -9699109 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -9699184.000000 Penalty: 5619.840820
	Iteration 24Q: 3 clusters Score -9699184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -9699202.000000 Penalty: 5619.840820
	Iteration 25Q: 3 clusters Score -9699202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -9699240.000000 Penalty: 5619.840820
	Iteration 26Q: 3 clusters Score -9699240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -9699265.000000 Penalty: 5619.840820
	Iteration 27Q: 3 clusters Score -9699265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -9699263.000000 Penalty: 5619.840820
	Iteration 28Q: 3 clusters Score -9699263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -9699296.000000 Penalty: 5619.840820
	Iteration 29Q: 3 clusters Score -9699296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -9699308.000000 Penalty: 5619.840820
	Iteration 30Q: 3 clusters Score -9699308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9699324.000000 Penalty: 5619.840820
	Iteration 31Q: 3 clusters Score -9699324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -9699329.000000 Penalty: 5619.840820
	Iteration 32Q: 3 clusters Score -9699329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -9699327.000000 Penalty: 5619.840820
	Iteration 33Q: 3 clusters Score -9699327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -9699333.000000 Penalty: 5619.840820
	Iteration 34Q: 3 clusters Score -9699333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -9699341.000000 Penalty: 5619.840820
	Iteration 35Q: 3 clusters Score -9699341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -9699329.000000 Penalty: 5619.840820
	Iteration 36Q: 3 clusters Score -9699329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -9699349.000000 Penalty: 5619.840820
	Iteration 37Q: 3 clusters Score -9699349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -9699356.000000 Penalty: 5619.840820
	Iteration 38Q: 3 clusters Score -9699356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -9699344.000000 Penalty: 5619.840820
	Iteration 39Q: 3 clusters Score -9699344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -9699341.000000 Penalty: 5619.840820
	Iteration 40F: 3 clusters Score -9699341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -9699348.000000 Penalty: 5619.840820
	Iteration 41Q: 3 clusters Score -9699348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -9699347.000000 Penalty: 5619.840820
	Iteration 42Q: 3 clusters Score -9699347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -9699362.000000 Penalty: 5619.840820
	Iteration 43Q: 3 clusters Score -9699362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -9699371.000000 Penalty: 5619.840820
	Iteration 44Q: 3 clusters Score -9699371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -9699367.000000 Penalty: 5619.840820
	Iteration 45Q: 3 clusters Score -9699367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -9699365.000000 Penalty: 5619.840820
	Iteration 46Q: 3 clusters Score -9699365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -9699363.000000 Penalty: 5619.840820
	Iteration 47Q: 3 clusters Score -9699363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -9699365.000000 Penalty: 5619.840820
	Iteration 48Q: 3 clusters Score -9699365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -9699359.000000 Penalty: 5619.840820
	Iteration 49Q: 3 clusters Score -9699359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -9699359.000000 Penalty: 5619.840820
	Iteration 50F: 3 clusters Score -9699359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -86767.484375 Penalty: 1681.138672
	Iteration 0F: 2 clusters Score -86767.48 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 456 members 
Entering Unmasked Estep 
Score: -84938.976562 Penalty: 3362.277344
	Iteration 0F: 3 clusters Score -84938.98 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85332.546875 Penalty: 3362.277344
	Iteration 1F: 3 clusters Score -85332.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85583.335938 Penalty: 3362.277344
	Iteration 2F: 3 clusters Score -85583.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85979.875000 Penalty: 3362.277344
	Iteration 3F: 3 clusters Score -85979.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86313.804688 Penalty: 3362.277344
	Iteration 4F: 3 clusters Score -86313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86595.562500 Penalty: 3362.277344
	Iteration 5F: 3 clusters Score -86595.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86684.984375 Penalty: 3362.277344
	Iteration 6Q: 3 clusters Score -86684.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86697.054688 Penalty: 3362.277344
	Iteration 7Q: 3 clusters Score -86697.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86700.531250 Penalty: 3362.277344
	Iteration 8Q: 3 clusters Score -86700.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86700.531250 Penalty: 3362.277344
	Iteration 9F: 3 clusters Score -86700.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -260520.828125 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -260520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257712.046875 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -257712 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -258195.859375 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -258195.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -258318.406250 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -258318.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258404.656250 Penalty: 3830.228516
	Iteration 3Q: 3 clusters Score -258404.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258455.406250 Penalty: 3830.228516
	Iteration 4Q: 3 clusters Score -258455.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258483.750000 Penalty: 3830.228516
	Iteration 5Q: 3 clusters Score -258483.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -258505.078125 Penalty: 3830.228516
	Iteration 6Q: 3 clusters Score -258505.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -258520.406250 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -258520.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -258530.375000 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -258530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258536.625000 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -258536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -258539.484375 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -258539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258541.781250 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -258541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -258543.484375 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -258543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258544.156250 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -258544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -258544.156250 Penalty: 3830.228516
	Iteration 14F: 3 clusters Score -258544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -285185.750000 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -285185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -282260.406250 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -282260.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -282828.531250 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -282828.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -282992.406250 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -282992.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -283078.000000 Penalty: 3889.380615
	Iteration 3Q: 3 clusters Score -283078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283137.875000 Penalty: 3889.380615
	Iteration 4Q: 3 clusters Score -283137.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283188.156250 Penalty: 3889.380615
	Iteration 5Q: 3 clusters Score -283188.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283227.593750 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -283227.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -283259.250000 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -283259.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283297.875000 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -283297.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283353.750000 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -283353.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283396.656250 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -283396.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -283452.687500 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -283452.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283515.031250 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -283515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283587.687500 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -283587.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -283685.562500 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -283685.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -283799.406250 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -283799.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283950.562500 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -283950.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -284117.031250 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -284117 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284261.218750 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -284261.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -284369.187500 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -284369.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -284455.875000 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -284455.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -284517.031250 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -284517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -284563.687500 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -284563.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -284597.968750 Penalty: 3889.380615
	Iteration 23Q: 3 clusters Score -284598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -284619.500000 Penalty: 3889.380615
	Iteration 24Q: 3 clusters Score -284619.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -284640.093750 Penalty: 3889.380615
	Iteration 25Q: 3 clusters Score -284640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -284651.312500 Penalty: 3889.380615
	Iteration 26Q: 3 clusters Score -284651.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -284662.218750 Penalty: 3889.380615
	Iteration 27Q: 3 clusters Score -284662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -284666.312500 Penalty: 3889.380615
	Iteration 28Q: 3 clusters Score -284666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -284672.406250 Penalty: 3889.380615
	Iteration 29Q: 3 clusters Score -284672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284676.531250 Penalty: 3889.380615
	Iteration 30Q: 3 clusters Score -284676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -284676.750000 Penalty: 3889.380615
	Iteration 31Q: 3 clusters Score -284676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -284676.750000 Penalty: 3889.380615
	Iteration 32F: 3 clusters Score -284676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Entering Unmasked Estep 
Score: -8465483.000000 Penalty: 2781.614990
	Iteration 0F: 2 clusters Score -8465483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8415491.000000 Penalty: 5563.229980
	Iteration 0F: 3 clusters Score -8415491 nChanged 34904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -8435412.000000 Penalty: 5563.229980
	Iteration 1F: 3 clusters Score -8435412 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -8436010.000000 Penalty: 5563.229980
	Iteration 2Q: 3 clusters Score -8436010 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8436543.000000 Penalty: 5563.229980
	Iteration 3Q: 3 clusters Score -8436543 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8437164.000000 Penalty: 5563.229980
	Iteration 4Q: 3 clusters Score -8437164 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -8437842.000000 Penalty: 5563.229980
	Iteration 5Q: 3 clusters Score -8437842 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8438746.000000 Penalty: 5563.229980
	Iteration 6Q: 3 clusters Score -8438746 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -8439904.000000 Penalty: 5563.229980
	Iteration 7Q: 3 clusters Score -8439904 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8441664.000000 Penalty: 5563.229980
	Iteration 8Q: 3 clusters Score -8441664 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -8444094.000000 Penalty: 5563.229980
	Iteration 9F: 3 clusters Score -8444094 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -8447355.000000 Penalty: 5563.229980
	Iteration 10F: 3 clusters Score -8447355 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -8451042.000000 Penalty: 5563.229980
	Iteration 11F: 3 clusters Score -8451042 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -8454421.000000 Penalty: 5563.229980
	Iteration 12F: 3 clusters Score -8454421 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -8457151.000000 Penalty: 5563.229980
	Iteration 13Q: 3 clusters Score -8457151 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -8459120.000000 Penalty: 5563.229980
	Iteration 14Q: 3 clusters Score -8459120 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -8460418.000000 Penalty: 5563.229980
	Iteration 15Q: 3 clusters Score -8460418 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -8461298.000000 Penalty: 5563.229980
	Iteration 16Q: 3 clusters Score -8461298 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -8461858.000000 Penalty: 5563.229980
	Iteration 17Q: 3 clusters Score -8461858 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -8462266.000000 Penalty: 5563.229980
	Iteration 18Q: 3 clusters Score -8462266 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -8462573.000000 Penalty: 5563.229980
	Iteration 19Q: 3 clusters Score -8462573 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -8462743.000000 Penalty: 5563.229980
	Iteration 20F: 3 clusters Score -8462743 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -8462875.000000 Penalty: 5563.229980
	Iteration 21Q: 3 clusters Score -8462875 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -8462972.000000 Penalty: 5563.229980
	Iteration 22Q: 3 clusters Score -8462972 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -8463089.000000 Penalty: 5563.229980
	Iteration 23Q: 3 clusters Score -8463089 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -8463180.000000 Penalty: 5563.229980
	Iteration 24Q: 3 clusters Score -8463180 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -8463239.000000 Penalty: 5563.229980
	Iteration 25Q: 3 clusters Score -8463239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -8463280.000000 Penalty: 5563.229980
	Iteration 26Q: 3 clusters Score -8463280 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -8463303.000000 Penalty: 5563.229980
	Iteration 27Q: 3 clusters Score -8463303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -8463338.000000 Penalty: 5563.229980
	Iteration 28Q: 3 clusters Score -8463338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -8463356.000000 Penalty: 5563.229980
	Iteration 29Q: 3 clusters Score -8463356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -8463365.000000 Penalty: 5563.229980
	Iteration 30Q: 3 clusters Score -8463365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -8463382.000000 Penalty: 5563.229980
	Iteration 31Q: 3 clusters Score -8463382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -8463404.000000 Penalty: 5563.229980
	Iteration 32Q: 3 clusters Score -8463404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -8463410.000000 Penalty: 5563.229980
	Iteration 33Q: 3 clusters Score -8463410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -8463424.000000 Penalty: 5563.229980
	Iteration 34Q: 3 clusters Score -8463424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -8463441.000000 Penalty: 5563.229980
	Iteration 35Q: 3 clusters Score -8463441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -8463436.000000 Penalty: 5563.229980
	Iteration 36Q: 3 clusters Score -8463436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -8463446.000000 Penalty: 5563.229980
	Iteration 37Q: 3 clusters Score -8463446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -8463451.000000 Penalty: 5563.229980
	Iteration 38Q: 3 clusters Score -8463451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -8463465.000000 Penalty: 5563.229980
	Iteration 39Q: 3 clusters Score -8463465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -8463475.000000 Penalty: 5563.229980
	Iteration 40F: 3 clusters Score -8463475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -8463471.000000 Penalty: 5563.229980
	Iteration 41Q: 3 clusters Score -8463471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -8463465.000000 Penalty: 5563.229980
	Iteration 42Q: 3 clusters Score -8463465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -8463477.000000 Penalty: 5563.229980
	Iteration 43Q: 3 clusters Score -8463477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -8463483.000000 Penalty: 5563.229980
	Iteration 44Q: 3 clusters Score -8463483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -8463488.000000 Penalty: 5563.229980
	Iteration 45Q: 3 clusters Score -8463488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -8463483.000000 Penalty: 5563.229980
	Iteration 46Q: 3 clusters Score -8463483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -8463484.000000 Penalty: 5563.229980
	Iteration 47Q: 3 clusters Score -8463484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -8463500.000000 Penalty: 5563.229980
	Iteration 48Q: 3 clusters Score -8463500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -8463484.000000 Penalty: 5563.229980
	Iteration 49Q: 3 clusters Score -8463484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -8463493.000000 Penalty: 5563.229980
	Iteration 50Q: 3 clusters Score -8463493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -8463494.000000 Penalty: 5563.229980
	Iteration 51Q: 3 clusters Score -8463494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -8463488.000000 Penalty: 5563.229980
	Iteration 52Q: 3 clusters Score -8463488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -8463489.000000 Penalty: 5563.229980
	Iteration 53Q: 3 clusters Score -8463489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -8463482.000000 Penalty: 5563.229980
	Iteration 54Q: 3 clusters Score -8463482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -8463491.000000 Penalty: 5563.229980
	Iteration 55Q: 3 clusters Score -8463491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -8463490.000000 Penalty: 5563.229980
	Iteration 56Q: 3 clusters Score -8463490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -8463490.000000 Penalty: 5563.229980
	Iteration 57Q: 3 clusters Score -8463490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -8463487.000000 Penalty: 5563.229980
	Iteration 58Q: 3 clusters Score -8463487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -8463487.000000 Penalty: 5563.229980
	Iteration 59F: 3 clusters Score -8463487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Entering Unmasked Estep 
Score: -3065803.750000 Penalty: 2519.562012
	Iteration 0F: 2 clusters Score -3065804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3048041.750000 Penalty: 5039.124023
	Iteration 0F: 3 clusters Score -3048042 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3054292.250000 Penalty: 5039.124023
	Iteration 1F: 3 clusters Score -3054292 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3054862.250000 Penalty: 5039.124023
	Iteration 2F: 3 clusters Score -3054862 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3055472.500000 Penalty: 5039.124023
	Iteration 3F: 3 clusters Score -3055472 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3056242.000000 Penalty: 5039.124023
	Iteration 4F: 3 clusters Score -3056242 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3057264.500000 Penalty: 5039.124023
	Iteration 5F: 3 clusters Score -3057264 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3058609.500000 Penalty: 5039.124023
	Iteration 6F: 3 clusters Score -3058610 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3060187.250000 Penalty: 5039.124023
	Iteration 7F: 3 clusters Score -3060187 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3061617.500000 Penalty: 5039.124023
	Iteration 8F: 3 clusters Score -3061618 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3062594.000000 Penalty: 5039.124023
	Iteration 9Q: 3 clusters Score -3062594 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3063129.750000 Penalty: 5039.124023
	Iteration 10Q: 3 clusters Score -3063130 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3063426.000000 Penalty: 5039.124023
	Iteration 11Q: 3 clusters Score -3063426 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3063617.750000 Penalty: 5039.124023
	Iteration 12Q: 3 clusters Score -3063618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3063708.500000 Penalty: 5039.124023
	Iteration 13Q: 3 clusters Score -3063708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3063769.500000 Penalty: 5039.124023
	Iteration 14Q: 3 clusters Score -3063770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3063801.250000 Penalty: 5039.124023
	Iteration 15Q: 3 clusters Score -3063801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3063809.250000 Penalty: 5039.124023
	Iteration 16Q: 3 clusters Score -3063809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3063824.000000 Penalty: 5039.124023
	Iteration 17Q: 3 clusters Score -3063824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3063830.000000 Penalty: 5039.124023
	Iteration 18Q: 3 clusters Score -3063830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3063833.750000 Penalty: 5039.124023
	Iteration 19Q: 3 clusters Score -3063834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3063833.750000 Penalty: 5039.124023
	Iteration 20F: 3 clusters Score -3063834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -151912.703125 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -151912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -149696.046875 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -149696 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150062.046875 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -150062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -150182.609375 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -150182.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -150251.015625 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -150251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -150326.359375 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -150326.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150438.703125 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -150438.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150707.312500 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -150707.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151196.859375 Penalty: 3575.098633
	Iteration 7F: 3 clusters Score -151196.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -151418.234375 Penalty: 3575.098633
	Iteration 8F: 3 clusters Score -151418.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151691.984375 Penalty: 3575.098633
	Iteration 9F: 3 clusters Score -151692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -151953.234375 Penalty: 3575.098633
	Iteration 10F: 3 clusters Score -151953.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -152168.187500 Penalty: 3575.098633
	Iteration 11F: 3 clusters Score -152168.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -152296.859375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -152296.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -152332.812500 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -152332.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -152347.625000 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -152347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -152350.828125 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -152350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -152351.828125 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -152351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -152351.828125 Penalty: 3575.098633
	Iteration 17F: 3 clusters Score -152351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 19272 members 
Mstep: Class 5 contains 92309 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 53955 members 
Mstep: Class 8 contains 243634 members 
Mstep: Class 9 contains 194137 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 176957 members 
Mstep: Class 12 contains 675 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 55749 members 
Mstep: Class 15 contains 83310 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 74324 members 
Mstep: Class 20 contains 25836 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 215606 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 235819 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 532 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 5359 members 
Mstep: Class 31 contains 279 members 
Entering Unmasked Estep 
Score: -183974448.000000 Penalty: 109879.187500
Splitting cluster 21 changes total score from -183976848.000000 to -183974448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -104228.117188 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -104228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102347.875000 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -102347.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102568.578125 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -102568.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102633.710938 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -102633.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102661.335938 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -102661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102680.078125 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -102680.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102689.921875 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -102689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102697.085938 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -102697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102703.453125 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -102703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102706.710938 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -102706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102710.210938 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -102710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102712.132812 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -102712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102712.132812 Penalty: 3384.349854
	Iteration 11F: 3 clusters Score -102712.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (215606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215606 members 
Entering Unmasked Estep 
Score: -25386940.000000 Penalty: 3045.739502
	Iteration 0F: 2 clusters Score -2.538694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -25250296.000000 Penalty: 6091.479004
	Iteration 0F: 3 clusters Score -2.52503e+07 nChanged 103786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -25311482.000000 Penalty: 6091.479004
	Iteration 1F: 3 clusters Score -2.531148e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -25313780.000000 Penalty: 6091.479004
	Iteration 2Q: 3 clusters Score -2.531378e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -25318162.000000 Penalty: 6091.479004
	Iteration 3Q: 3 clusters Score -2.531816e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -25325956.000000 Penalty: 6091.479004
	Iteration 4F: 3 clusters Score -2.532596e+07 nChanged 17715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -25339514.000000 Penalty: 6091.479004
	Iteration 5F: 3 clusters Score -2.533951e+07 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181549 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -25357158.000000 Penalty: 6091.479004
	Iteration 6F: 3 clusters Score -2.535716e+07 nChanged 16859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198356 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -25372332.000000 Penalty: 6091.479004
	Iteration 7F: 3 clusters Score -2.537233e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208129 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -25380278.000000 Penalty: 6091.479004
	Iteration 8Q: 3 clusters Score -2.538028e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212222 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25383180.000000 Penalty: 6091.479004
	Iteration 9Q: 3 clusters Score -2.538318e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213699 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25384004.000000 Penalty: 6091.479004
	Iteration 10Q: 3 clusters Score -2.5384e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214265 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -25384334.000000 Penalty: 6091.479004
	Iteration 11Q: 3 clusters Score -2.538433e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214486 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -25384522.000000 Penalty: 6091.479004
	Iteration 12Q: 3 clusters Score -2.538452e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214595 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25384642.000000 Penalty: 6091.479004
	Iteration 13Q: 3 clusters Score -2.538464e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214678 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -25384718.000000 Penalty: 6091.479004
	Iteration 14Q: 3 clusters Score -2.538472e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214722 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -25384776.000000 Penalty: 6091.479004
	Iteration 15Q: 3 clusters Score -2.538478e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214741 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -25384810.000000 Penalty: 6091.479004
	Iteration 16Q: 3 clusters Score -2.538481e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214759 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25384856.000000 Penalty: 6091.479004
	Iteration 17Q: 3 clusters Score -2.538486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214775 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -25384888.000000 Penalty: 6091.479004
	Iteration 18Q: 3 clusters Score -2.538489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -25384884.000000 Penalty: 6091.479004
	Iteration 19Q: 3 clusters Score -2.538488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214797 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25384908.000000 Penalty: 6091.479004
	Iteration 20F: 3 clusters Score -2.538491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214808 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -25384910.000000 Penalty: 6091.479004
	Iteration 21Q: 3 clusters Score -2.538491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214814 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -25384910.000000 Penalty: 6091.479004
	Iteration 22Q: 3 clusters Score -2.538491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25384926.000000 Penalty: 6091.479004
	Iteration 23Q: 3 clusters Score -2.538493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214811 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -25384938.000000 Penalty: 6091.479004
	Iteration 24Q: 3 clusters Score -2.538494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214807 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -25384934.000000 Penalty: 6091.479004
	Iteration 25Q: 3 clusters Score -2.538493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214803 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -25384928.000000 Penalty: 6091.479004
	Iteration 26Q: 3 clusters Score -2.538493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -25384926.000000 Penalty: 6091.479004
	Iteration 27Q: 3 clusters Score -2.538493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -25384930.000000 Penalty: 6091.479004
	Iteration 28Q: 3 clusters Score -2.538493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -25384934.000000 Penalty: 6091.479004
	Iteration 29Q: 3 clusters Score -2.538493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214801 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -25384938.000000 Penalty: 6091.479004
	Iteration 30Q: 3 clusters Score -2.538494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214801 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -25384940.000000 Penalty: 6091.479004
	Iteration 31Q: 3 clusters Score -2.538494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214799 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -25384940.000000 Penalty: 6091.479004
	Iteration 32Q: 3 clusters Score -2.538494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214797 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25384942.000000 Penalty: 6091.479004
	Iteration 33Q: 3 clusters Score -2.538494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214796 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -25384948.000000 Penalty: 6091.479004
	Iteration 34Q: 3 clusters Score -2.538495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214795 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -25384944.000000 Penalty: 6091.479004
	Iteration 35Q: 3 clusters Score -2.538494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214794 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -25384940.000000 Penalty: 6091.479004
	Iteration 36Q: 3 clusters Score -2.538494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214793 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25384938.000000 Penalty: 6091.479004
	Iteration 37Q: 3 clusters Score -2.538494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214793 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25384938.000000 Penalty: 6091.479004
	Iteration 38F: 3 clusters Score -2.538494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -130998.015625 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129001.203125 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -129001.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129363.890625 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129363.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129507.460938 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -129507.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129587.882812 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -129587.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -129651.242188 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -129651.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129702.812500 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -129702.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -129769.500000 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -129769.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -129838.343750 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -129838.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -129912.523438 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -129912.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -129985.929688 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -129985.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -130046.476562 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -130046.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -130069.882812 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -130069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -130087.601562 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -130087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -130099.882812 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -130099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -130106.945312 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -130106.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -130113.289062 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -130113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -130118.109375 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -130118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -130119.523438 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -130119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -130119.929688 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -130119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -130119.929688 Penalty: 3501.996338
	Iteration 19F: 3 clusters Score -130119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Entering Unmasked Estep 
Score: -1457472.625000 Penalty: 2355.112305
	Iteration 0F: 2 clusters Score -1457473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1447822.875000 Penalty: 4710.224609
	Iteration 0F: 3 clusters Score -1447823 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1451408.500000 Penalty: 4710.224609
	Iteration 1F: 3 clusters Score -1451408 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1451990.000000 Penalty: 4710.224609
	Iteration 2F: 3 clusters Score -1451990 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1452440.000000 Penalty: 4710.224609
	Iteration 3F: 3 clusters Score -1452440 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1452893.000000 Penalty: 4710.224609
	Iteration 4F: 3 clusters Score -1452893 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1453348.875000 Penalty: 4710.224609
	Iteration 5F: 3 clusters Score -1453349 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1453839.500000 Penalty: 4710.224609
	Iteration 6F: 3 clusters Score -1453840 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1454310.000000 Penalty: 4710.224609
	Iteration 7F: 3 clusters Score -1454310 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1454714.375000 Penalty: 4710.224609
	Iteration 8Q: 3 clusters Score -1454714 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1455071.125000 Penalty: 4710.224609
	Iteration 9Q: 3 clusters Score -1455071 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1455341.375000 Penalty: 4710.224609
	Iteration 10Q: 3 clusters Score -1455341 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1455552.375000 Penalty: 4710.224609
	Iteration 11Q: 3 clusters Score -1455552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1455744.500000 Penalty: 4710.224609
	Iteration 12Q: 3 clusters Score -1455744 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1455865.375000 Penalty: 4710.224609
	Iteration 13Q: 3 clusters Score -1455865 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1455963.875000 Penalty: 4710.224609
	Iteration 14Q: 3 clusters Score -1455964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1456049.125000 Penalty: 4710.224609
	Iteration 15Q: 3 clusters Score -1456049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1456101.875000 Penalty: 4710.224609
	Iteration 16Q: 3 clusters Score -1456102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1456159.000000 Penalty: 4710.224609
	Iteration 17Q: 3 clusters Score -1456159 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1456212.250000 Penalty: 4710.224609
	Iteration 18Q: 3 clusters Score -1456212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1456249.750000 Penalty: 4710.224609
	Iteration 19Q: 3 clusters Score -1456250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1456272.875000 Penalty: 4710.224609
	Iteration 20F: 3 clusters Score -1456273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1456304.875000 Penalty: 4710.224609
	Iteration 21Q: 3 clusters Score -1456305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1456322.750000 Penalty: 4710.224609
	Iteration 22Q: 3 clusters Score -1456323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1456333.625000 Penalty: 4710.224609
	Iteration 23Q: 3 clusters Score -1456334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1456344.750000 Penalty: 4710.224609
	Iteration 24Q: 3 clusters Score -1456345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1456350.125000 Penalty: 4710.224609
	Iteration 25Q: 3 clusters Score -1456350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1456357.125000 Penalty: 4710.224609
	Iteration 26Q: 3 clusters Score -1456357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1456360.500000 Penalty: 4710.224609
	Iteration 27Q: 3 clusters Score -1456360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1456364.625000 Penalty: 4710.224609
	Iteration 28Q: 3 clusters Score -1456365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1456362.375000 Penalty: 4710.224609
	Iteration 29Q: 3 clusters Score -1456362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1456368.250000 Penalty: 4710.224609
	Iteration 30Q: 3 clusters Score -1456368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1456369.500000 Penalty: 4710.224609
	Iteration 31Q: 3 clusters Score -1456370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1456369.750000 Penalty: 4710.224609
	Iteration 32Q: 3 clusters Score -1456370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1456369.375000 Penalty: 4710.224609
	Iteration 33Q: 3 clusters Score -1456369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1456372.500000 Penalty: 4710.224609
	Iteration 34Q: 3 clusters Score -1456372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1456374.000000 Penalty: 4710.224609
	Iteration 35Q: 3 clusters Score -1456374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1456371.500000 Penalty: 4710.224609
	Iteration 36Q: 3 clusters Score -1456372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1456372.500000 Penalty: 4710.224609
	Iteration 37Q: 3 clusters Score -1456372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1456372.250000 Penalty: 4710.224609
	Iteration 38Q: 3 clusters Score -1456372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1456369.625000 Penalty: 4710.224609
	Iteration 39Q: 3 clusters Score -1456370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1456372.750000 Penalty: 4710.224609
	Iteration 40F: 3 clusters Score -1456373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (235819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235819 members 
Entering Unmasked Estep 
Score: -27708438.000000 Penalty: 3067.963379
	Iteration 0F: 2 clusters Score -2.770844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117823 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -27556840.000000 Penalty: 6135.926758
	Iteration 0F: 3 clusters Score -2.755684e+07 nChanged 113824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -27624664.000000 Penalty: 6135.926758
	Iteration 1F: 3 clusters Score -2.762466e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118395 members 
Mstep: Class 2 contains 117424 members 
Entering Unmasked Estep 
Score: -27626910.000000 Penalty: 6135.926758
	Iteration 2Q: 3 clusters Score -2.762691e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -27630844.000000 Penalty: 6135.926758
	Iteration 3Q: 3 clusters Score -2.763084e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -27636730.000000 Penalty: 6135.926758
	Iteration 4Q: 3 clusters Score -2.763673e+07 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -27645486.000000 Penalty: 6135.926758
	Iteration 5F: 3 clusters Score -2.764549e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -27657198.000000 Penalty: 6135.926758
	Iteration 6F: 3 clusters Score -2.76572e+07 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -27670612.000000 Penalty: 6135.926758
	Iteration 7F: 3 clusters Score -2.767061e+07 nChanged 15010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -27681524.000000 Penalty: 6135.926758
	Iteration 8F: 3 clusters Score -2.768152e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -27686166.000000 Penalty: 6135.926758
	Iteration 9Q: 3 clusters Score -2.768617e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -27687776.000000 Penalty: 6135.926758
	Iteration 10Q: 3 clusters Score -2.768778e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152565 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -27688716.000000 Penalty: 6135.926758
	Iteration 11Q: 3 clusters Score -2.768872e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -27689604.000000 Penalty: 6135.926758
	Iteration 12Q: 3 clusters Score -2.76896e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158903 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -27690222.000000 Penalty: 6135.926758
	Iteration 13Q: 3 clusters Score -2.769022e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -27690940.000000 Penalty: 6135.926758
	Iteration 14Q: 3 clusters Score -2.769094e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -27691872.000000 Penalty: 6135.926758
	Iteration 15Q: 3 clusters Score -2.769187e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -27692690.000000 Penalty: 6135.926758
	Iteration 16Q: 3 clusters Score -2.769269e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172725 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -27693448.000000 Penalty: 6135.926758
	Iteration 17Q: 3 clusters Score -2.769345e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -27694146.000000 Penalty: 6135.926758
	Iteration 18Q: 3 clusters Score -2.769415e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -27695006.000000 Penalty: 6135.926758
	Iteration 19Q: 3 clusters Score -2.769501e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183850 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -27695764.000000 Penalty: 6135.926758
	Iteration 20F: 3 clusters Score -2.769576e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187541 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -27696592.000000 Penalty: 6135.926758
	Iteration 21Q: 3 clusters Score -2.769659e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191092 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -27697444.000000 Penalty: 6135.926758
	Iteration 22Q: 3 clusters Score -2.769744e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194513 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -27698282.000000 Penalty: 6135.926758
	Iteration 23Q: 3 clusters Score -2.769828e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197767 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -27699166.000000 Penalty: 6135.926758
	Iteration 24Q: 3 clusters Score -2.769917e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200977 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -27699812.000000 Penalty: 6135.926758
	Iteration 25Q: 3 clusters Score -2.769981e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203962 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -27700354.000000 Penalty: 6135.926758
	Iteration 26Q: 3 clusters Score -2.770035e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206819 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -27701024.000000 Penalty: 6135.926758
	Iteration 27Q: 3 clusters Score -2.770102e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209563 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -27701620.000000 Penalty: 6135.926758
	Iteration 28Q: 3 clusters Score -2.770162e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212143 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -27702214.000000 Penalty: 6135.926758
	Iteration 29Q: 3 clusters Score -2.770221e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214565 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -27702594.000000 Penalty: 6135.926758
	Iteration 30Q: 3 clusters Score -2.770259e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216908 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -27703246.000000 Penalty: 6135.926758
	Iteration 31Q: 3 clusters Score -2.770325e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219102 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -27703606.000000 Penalty: 6135.926758
	Iteration 32Q: 3 clusters Score -2.770361e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221072 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -27704118.000000 Penalty: 6135.926758
	Iteration 33Q: 3 clusters Score -2.770412e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222832 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -27704494.000000 Penalty: 6135.926758
	Iteration 34Q: 3 clusters Score -2.770449e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224340 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -27704742.000000 Penalty: 6135.926758
	Iteration 35Q: 3 clusters Score -2.770474e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225678 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -27705132.000000 Penalty: 6135.926758
	Iteration 36Q: 3 clusters Score -2.770513e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226820 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -27705486.000000 Penalty: 6135.926758
	Iteration 37Q: 3 clusters Score -2.770549e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227813 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -27705732.000000 Penalty: 6135.926758
	Iteration 38Q: 3 clusters Score -2.770573e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228638 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -27705988.000000 Penalty: 6135.926758
	Iteration 39Q: 3 clusters Score -2.770599e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229269 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -27706176.000000 Penalty: 6135.926758
	Iteration 40F: 3 clusters Score -2.770618e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229859 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -27706226.000000 Penalty: 6135.926758
	Iteration 41Q: 3 clusters Score -2.770623e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230334 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -27706312.000000 Penalty: 6135.926758
	Iteration 42Q: 3 clusters Score -2.770631e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230754 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -27706368.000000 Penalty: 6135.926758
	Iteration 43Q: 3 clusters Score -2.770637e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231100 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -27706412.000000 Penalty: 6135.926758
	Iteration 44Q: 3 clusters Score -2.770641e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231405 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -27706442.000000 Penalty: 6135.926758
	Iteration 45Q: 3 clusters Score -2.770644e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231635 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -27706576.000000 Penalty: 6135.926758
	Iteration 46Q: 3 clusters Score -2.770658e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231833 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -27706614.000000 Penalty: 6135.926758
	Iteration 47Q: 3 clusters Score -2.770661e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232021 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -27706590.000000 Penalty: 6135.926758
	Iteration 48Q: 3 clusters Score -2.770659e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -27706600.000000 Penalty: 6135.926758
	Iteration 49Q: 3 clusters Score -2.77066e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232327 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -27706596.000000 Penalty: 6135.926758
	Iteration 50Q: 3 clusters Score -2.77066e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232459 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -27706584.000000 Penalty: 6135.926758
	Iteration 51Q: 3 clusters Score -2.770658e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232573 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -27706574.000000 Penalty: 6135.926758
	Iteration 52Q: 3 clusters Score -2.770657e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232676 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -27706604.000000 Penalty: 6135.926758
	Iteration 53Q: 3 clusters Score -2.77066e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232764 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -27706614.000000 Penalty: 6135.926758
	Iteration 54Q: 3 clusters Score -2.770661e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232837 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -27706622.000000 Penalty: 6135.926758
	Iteration 55Q: 3 clusters Score -2.770662e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232905 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -27706592.000000 Penalty: 6135.926758
	Iteration 56Q: 3 clusters Score -2.770659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232950 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -27706632.000000 Penalty: 6135.926758
	Iteration 57Q: 3 clusters Score -2.770663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232990 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -27706610.000000 Penalty: 6135.926758
	Iteration 58Q: 3 clusters Score -2.770661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233024 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -27706640.000000 Penalty: 6135.926758
	Iteration 59Q: 3 clusters Score -2.770664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233050 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -27706642.000000 Penalty: 6135.926758
	Iteration 60F: 3 clusters Score -2.770664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233078 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -27706664.000000 Penalty: 6135.926758
	Iteration 61Q: 3 clusters Score -2.770666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233101 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -27706648.000000 Penalty: 6135.926758
	Iteration 62Q: 3 clusters Score -2.770665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233122 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -27706644.000000 Penalty: 6135.926758
	Iteration 63Q: 3 clusters Score -2.770664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233138 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -27706650.000000 Penalty: 6135.926758
	Iteration 64Q: 3 clusters Score -2.770665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233160 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -27706652.000000 Penalty: 6135.926758
	Iteration 65Q: 3 clusters Score -2.770665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233183 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -27706650.000000 Penalty: 6135.926758
	Iteration 66Q: 3 clusters Score -2.770665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233200 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -27706640.000000 Penalty: 6135.926758
	Iteration 67Q: 3 clusters Score -2.770664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233210 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -27706650.000000 Penalty: 6135.926758
	Iteration 68Q: 3 clusters Score -2.770665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233222 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -27706652.000000 Penalty: 6135.926758
	Iteration 69Q: 3 clusters Score -2.770665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233242 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -27706664.000000 Penalty: 6135.926758
	Iteration 70Q: 3 clusters Score -2.770666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233261 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -27706678.000000 Penalty: 6135.926758
	Iteration 71Q: 3 clusters Score -2.770668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233281 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -27706652.000000 Penalty: 6135.926758
	Iteration 72Q: 3 clusters Score -2.770665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233297 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -27706656.000000 Penalty: 6135.926758
	Iteration 73Q: 3 clusters Score -2.770666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233310 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -27706624.000000 Penalty: 6135.926758
	Iteration 74Q: 3 clusters Score -2.770662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233318 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -27706628.000000 Penalty: 6135.926758
	Iteration 75Q: 3 clusters Score -2.770663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233322 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -27706604.000000 Penalty: 6135.926758
	Iteration 76Q: 3 clusters Score -2.77066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233325 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -27706608.000000 Penalty: 6135.926758
	Iteration 77Q: 3 clusters Score -2.770661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233330 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -27706616.000000 Penalty: 6135.926758
	Iteration 78Q: 3 clusters Score -2.770662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233337 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -27706626.000000 Penalty: 6135.926758
	Iteration 79Q: 3 clusters Score -2.770663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233341 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -27706624.000000 Penalty: 6135.926758
	Iteration 80F: 3 clusters Score -2.770662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233346 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -27706626.000000 Penalty: 6135.926758
	Iteration 81Q: 3 clusters Score -2.770663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -27706628.000000 Penalty: 6135.926758
	Iteration 82Q: 3 clusters Score -2.770663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233359 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -27706660.000000 Penalty: 6135.926758
	Iteration 83Q: 3 clusters Score -2.770666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233370 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -27706654.000000 Penalty: 6135.926758
	Iteration 84Q: 3 clusters Score -2.770665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233386 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -27706668.000000 Penalty: 6135.926758
	Iteration 85Q: 3 clusters Score -2.770667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233401 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -27706660.000000 Penalty: 6135.926758
	Iteration 86Q: 3 clusters Score -2.770666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233408 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -27706660.000000 Penalty: 6135.926758
	Iteration 87Q: 3 clusters Score -2.770666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233414 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -27706646.000000 Penalty: 6135.926758
	Iteration 88Q: 3 clusters Score -2.770665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233423 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -27706642.000000 Penalty: 6135.926758
	Iteration 89Q: 3 clusters Score -2.770664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233431 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -27706640.000000 Penalty: 6135.926758
	Iteration 90Q: 3 clusters Score -2.770664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233439 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -27706614.000000 Penalty: 6135.926758
	Iteration 91Q: 3 clusters Score -2.770661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233450 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -27706608.000000 Penalty: 6135.926758
	Iteration 92Q: 3 clusters Score -2.770661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233460 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -27706618.000000 Penalty: 6135.926758
	Iteration 93Q: 3 clusters Score -2.770662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233471 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -27706618.000000 Penalty: 6135.926758
	Iteration 94Q: 3 clusters Score -2.770662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233477 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -27706588.000000 Penalty: 6135.926758
	Iteration 95Q: 3 clusters Score -2.770659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233483 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -27706562.000000 Penalty: 6135.926758
	Iteration 96Q: 3 clusters Score -2.770656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233486 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -27706572.000000 Penalty: 6135.926758
	Iteration 97Q: 3 clusters Score -2.770657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233493 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -27706590.000000 Penalty: 6135.926758
	Iteration 98Q: 3 clusters Score -2.770659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233495 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -27706572.000000 Penalty: 6135.926758
	Iteration 99Q: 3 clusters Score -2.770657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233496 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -27706568.000000 Penalty: 6135.926758
	Iteration 100F: 3 clusters Score -2.770657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233497 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -27706556.000000 Penalty: 6135.926758
	Iteration 101Q: 3 clusters Score -2.770656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233497 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -27706556.000000 Penalty: 6135.926758
	Iteration 102F: 3 clusters Score -2.770656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -51944.539062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -51944.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50515.031250 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -50515.03 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50821.113281 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -50821.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50960.800781 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -50960.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51072.882812 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -51072.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51164.199219 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -51164.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51249.488281 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -51249.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51279.312500 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -51279.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51290.335938 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -51290.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51292.542969 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -51292.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51292.542969 Penalty: 3083.436523
	Iteration 9F: 3 clusters Score -51292.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -52647.566406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -52647.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51254.277344 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -51254.28 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51518.132812 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -51518.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51662.910156 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -51662.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51856.687500 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -51856.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51987.441406 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -51987.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -52142.957031 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -52142.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52301.789062 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -52301.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52459.449219 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -52459.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52488.339844 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -52488.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52498.109375 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -52498.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52499.257812 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -52499.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52504.980469 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -52504.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52509.160156 Penalty: 3113.215088
	Iteration 12F: 3 clusters Score -52509.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52521.648438 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -52521.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52526.128906 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -52526.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52526.128906 Penalty: 3113.215088
	Iteration 15F: 3 clusters Score -52526.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60011.808594 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60011.81 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 321 members 
Entering Unmasked Estep 
Score: -58439.558594 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -58439.56 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58698.664062 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -58698.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58842.089844 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -58842.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58976.359375 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -58976.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59127.015625 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -59127.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59307.949219 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59307.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59539.933594 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59539.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59647.019531 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59647.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59799.886719 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59799.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59858.085938 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59858.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59883.972656 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59883.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59893.867188 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59893.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59898.226562 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59898.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59898.226562 Penalty: 3189.140869
	Iteration 13F: 3 clusters Score -59898.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -578785.812500 Penalty: 2129.459961
	Iteration 0F: 2 clusters Score -578785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -574046.437500 Penalty: 4258.919922
	Iteration 0F: 3 clusters Score -574046.4 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -575267.687500 Penalty: 4258.919922
	Iteration 1F: 3 clusters Score -575267.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -575552.062500 Penalty: 4258.919922
	Iteration 2F: 3 clusters Score -575552.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -575809.375000 Penalty: 4258.919922
	Iteration 3F: 3 clusters Score -575809.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -576156.125000 Penalty: 4258.919922
	Iteration 4F: 3 clusters Score -576156.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -576561.500000 Penalty: 4258.919922
	Iteration 5F: 3 clusters Score -576561.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -576965.625000 Penalty: 4258.919922
	Iteration 6F: 3 clusters Score -576965.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -577305.500000 Penalty: 4258.919922
	Iteration 7F: 3 clusters Score -577305.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -577564.250000 Penalty: 4258.919922
	Iteration 8F: 3 clusters Score -577564.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -577777.375000 Penalty: 4258.919922
	Iteration 9Q: 3 clusters Score -577777.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -577987.500000 Penalty: 4258.919922
	Iteration 10Q: 3 clusters Score -577987.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -578120.687500 Penalty: 4258.919922
	Iteration 11Q: 3 clusters Score -578120.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -578194.937500 Penalty: 4258.919922
	Iteration 12Q: 3 clusters Score -578194.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -578230.375000 Penalty: 4258.919922
	Iteration 13Q: 3 clusters Score -578230.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -578252.312500 Penalty: 4258.919922
	Iteration 14Q: 3 clusters Score -578252.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -578264.125000 Penalty: 4258.919922
	Iteration 15Q: 3 clusters Score -578264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -578272.250000 Penalty: 4258.919922
	Iteration 16Q: 3 clusters Score -578272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -578275.250000 Penalty: 4258.919922
	Iteration 17Q: 3 clusters Score -578275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -578279.437500 Penalty: 4258.919922
	Iteration 18Q: 3 clusters Score -578279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -578280.625000 Penalty: 4258.919922
	Iteration 19Q: 3 clusters Score -578280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -578281.125000 Penalty: 4258.919922
	Iteration 20F: 3 clusters Score -578281.1 nChanged 0
--- Evaluating fit on full set of 4832676 points ---
Entering Unmasked Estep 
Score: -567702976.000000 Penalty: 114508.375000
20->31 Clusters: Score -567702976.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1610892 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 80154 members 
Mstep: Class 3 contains 80241 members 
Mstep: Class 4 contains 80253 members 
Mstep: Class 5 contains 80424 members 
Mstep: Class 6 contains 80147 members 
Mstep: Class 7 contains 81063 members 
Mstep: Class 8 contains 80902 members 
Mstep: Class 9 contains 80594 members 
Mstep: Class 10 contains 80682 members 
Mstep: Class 11 contains 80694 members 
Mstep: Class 12 contains 80323 members 
Mstep: Class 13 contains 80438 members 
Mstep: Class 14 contains 80843 members 
Mstep: Class 15 contains 80608 members 
Mstep: Class 16 contains 80428 members 
Mstep: Class 17 contains 80688 members 
Mstep: Class 18 contains 80927 members 
Mstep: Class 19 contains 80767 members 
Mstep: Class 20 contains 80311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 495.621704 but Gain 3544.484375
Score: -176437024.000000 Penalty: 67345.312500
Iteration 0F: 20 clusters Score -1.76437e+08 nChanged 1524292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4839 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 18549 members 
Mstep: Class 3 contains 16027 members 
Mstep: Class 4 contains 13367 members 
Mstep: Class 5 contains 19819 members 
Mstep: Class 7 contains 73460 members 
Mstep: Class 8 contains 90404 members 
Mstep: Class 9 contains 84626 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 35525 members 
Mstep: Class 12 contains 42666 members 
Mstep: Class 13 contains 48512 members 
Mstep: Class 14 contains 21256 members 
Mstep: Class 15 contains 778557 members 
Mstep: Class 16 contains 88461 members 
Mstep: Class 17 contains 105489 members 
Mstep: Class 18 contains 83325 members 
Mstep: Class 19 contains 25649 members 
Mstep: Class 20 contains 17002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180976992.000000 Penalty: 67345.312500
Iteration 1F: 20 clusters Score -1.80977e+08 nChanged 471066
Entering Unmasked Mstep 
Mstep: Class 0 contains 3105 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 14464 members 
Mstep: Class 3 contains 21019 members 
Mstep: Class 4 contains 9895 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 7 contains 77872 members 
Mstep: Class 8 contains 91742 members 
Mstep: Class 9 contains 124587 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 29838 members 
Mstep: Class 12 contains 45346 members 
Mstep: Class 13 contains 63286 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 706563 members 
Mstep: Class 16 contains 109596 members 
Mstep: Class 17 contains 107479 members 
Mstep: Class 18 contains 100813 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 20 contains 12920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181930768.000000 Penalty: 67345.312500
Iteration 2F: 20 clusters Score -1.819308e+08 nChanged 356878
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 12958 members 
Mstep: Class 3 contains 32669 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 23013 members 
Mstep: Class 7 contains 86757 members 
Mstep: Class 8 contains 79609 members 
Mstep: Class 9 contains 176157 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 34491 members 
Mstep: Class 12 contains 48013 members 
Mstep: Class 13 contains 82933 members 
Mstep: Class 14 contains 13173 members 
Mstep: Class 15 contains 590319 members 
Mstep: Class 16 contains 133643 members 
Mstep: Class 17 contains 107756 members 
Mstep: Class 18 contains 118080 members 
Mstep: Class 19 contains 11691 members 
Mstep: Class 20 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182446736.000000 Penalty: 67345.312500
Iteration 3F: 20 clusters Score -1.824467e+08 nChanged 298699
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 10457 members 
Mstep: Class 3 contains 42031 members 
Mstep: Class 4 contains 8693 members 
Mstep: Class 5 contains 20139 members 
Mstep: Class 7 contains 96318 members 
Mstep: Class 8 contains 60397 members 
Mstep: Class 9 contains 226808 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 39594 members 
Mstep: Class 12 contains 52031 members 
Mstep: Class 13 contains 96280 members 
Mstep: Class 14 contains 13150 members 
Mstep: Class 15 contains 492116 members 
Mstep: Class 16 contains 152192 members 
Mstep: Class 17 contains 109980 members 
Mstep: Class 18 contains 130585 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 9486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182843216.000000 Penalty: 67345.312500
Iteration 4F: 20 clusters Score -1.828432e+08 nChanged 234922
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 48163 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 16105 members 
Mstep: Class 7 contains 102886 members 
Mstep: Class 8 contains 42915 members 
Mstep: Class 9 contains 269131 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 43189 members 
Mstep: Class 12 contains 55444 members 
Mstep: Class 13 contains 99770 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 423949 members 
Mstep: Class 16 contains 166236 members 
Mstep: Class 17 contains 114038 members 
Mstep: Class 18 contains 137827 members 
Mstep: Class 19 contains 6289 members 
Mstep: Class 20 contains 10683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183077984.000000 Penalty: 67345.312500
Iteration 5F: 20 clusters Score -1.83078e+08 nChanged 196353
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 52012 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 7 contains 105137 members 
Mstep: Class 8 contains 28960 members 
Mstep: Class 9 contains 297414 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 45055 members 
Mstep: Class 12 contains 58117 members 
Mstep: Class 13 contains 97272 members 
Mstep: Class 14 contains 13742 members 
Mstep: Class 15 contains 382835 members 
Mstep: Class 16 contains 178845 members 
Mstep: Class 17 contains 118230 members 
Mstep: Class 18 contains 142678 members 
Mstep: Class 19 contains 4778 members 
Mstep: Class 20 contains 12058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183244800.000000 Penalty: 67345.312500
Iteration 6F: 20 clusters Score -1.832448e+08 nChanged 170272
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 54639 members 
Mstep: Class 4 contains 7033 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 7 contains 104421 members 
Mstep: Class 8 contains 18513 members 
Mstep: Class 9 contains 315497 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 45319 members 
Mstep: Class 12 contains 59260 members 
Mstep: Class 13 contains 93336 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 355710 members 
Mstep: Class 16 contains 193530 members 
Mstep: Class 17 contains 121397 members 
Mstep: Class 18 contains 145825 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 13350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183380848.000000 Penalty: 67345.312500
Iteration 7F: 20 clusters Score -1.833808e+08 nChanged 152182
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 56469 members 
Mstep: Class 4 contains 7282 members 
Mstep: Class 5 contains 5502 members 
Mstep: Class 7 contains 102794 members 
Mstep: Class 8 contains 11421 members 
Mstep: Class 9 contains 335063 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 44674 members 
Mstep: Class 12 contains 58793 members 
Mstep: Class 13 contains 90244 members 
Mstep: Class 14 contains 15299 members 
Mstep: Class 15 contains 326905 members 
Mstep: Class 16 contains 209451 members 
Mstep: Class 17 contains 123283 members 
Mstep: Class 18 contains 147708 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 14476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183485712.000000 Penalty: 67345.312500
Iteration 8F: 20 clusters Score -1.834857e+08 nChanged 137088
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 57532 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 7 contains 100673 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 346158 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 43077 members 
Mstep: Class 12 contains 57625 members 
Mstep: Class 13 contains 88148 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 306365 members 
Mstep: Class 16 contains 226927 members 
Mstep: Class 17 contains 123421 members 
Mstep: Class 18 contains 148440 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 15436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183548672.000000 Penalty: 67345.312500
Iteration 9F: 20 clusters Score -1.835487e+08 nChanged 118392
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 58009 members 
Mstep: Class 4 contains 10291 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 7 contains 98085 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 342000 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 41187 members 
Mstep: Class 12 contains 56255 members 
Mstep: Class 13 contains 86705 members 
Mstep: Class 14 contains 15870 members 
Mstep: Class 15 contains 301221 members 
Mstep: Class 16 contains 245831 members 
Mstep: Class 17 contains 121388 members 
Mstep: Class 18 contains 147662 members 
Mstep: Class 19 contains 2092 members 
Mstep: Class 20 contains 15887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3471.118164 but Gain 3544.492188
Score: -183602208.000000 Penalty: 63800.820312
Iteration 10F: 19 clusters Score -1.836022e+08 nChanged 102496
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 58205 members 
Mstep: Class 4 contains 13732 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 7 contains 95375 members 
Mstep: Class 9 contains 330764 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 39269 members 
Mstep: Class 12 contains 55523 members 
Mstep: Class 13 contains 85863 members 
Mstep: Class 14 contains 15551 members 
Mstep: Class 15 contains 301826 members 
Mstep: Class 16 contains 265233 members 
Mstep: Class 17 contains 119511 members 
Mstep: Class 18 contains 147335 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 16107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183657056.000000 Penalty: 63800.820312
Iteration 11F: 19 clusters Score -1.836571e+08 nChanged 82866
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 58200 members 
Mstep: Class 4 contains 17544 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 7 contains 92191 members 
Mstep: Class 9 contains 318160 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 37441 members 
Mstep: Class 12 contains 54546 members 
Mstep: Class 13 contains 85368 members 
Mstep: Class 14 contains 15027 members 
Mstep: Class 15 contains 302154 members 
Mstep: Class 16 contains 282421 members 
Mstep: Class 17 contains 117231 members 
Mstep: Class 18 contains 146968 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 15917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183694608.000000 Penalty: 63800.820312
Iteration 12F: 19 clusters Score -1.836946e+08 nChanged 68942
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 58109 members 
Mstep: Class 4 contains 20956 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 7 contains 89026 members 
Mstep: Class 9 contains 306600 members 
Mstep: Class 10 contains 5441 members 
Mstep: Class 11 contains 35817 members 
Mstep: Class 12 contains 53624 members 
Mstep: Class 13 contains 85071 members 
Mstep: Class 14 contains 14489 members 
Mstep: Class 15 contains 302401 members 
Mstep: Class 16 contains 297169 members 
Mstep: Class 17 contains 115628 members 
Mstep: Class 18 contains 147250 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 15562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183716576.000000 Penalty: 63800.820312
Iteration 13Q: 19 clusters Score -1.837166e+08 nChanged 59038
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 57960 members 
Mstep: Class 4 contains 23931 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 7 contains 86078 members 
Mstep: Class 9 contains 295659 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 34383 members 
Mstep: Class 12 contains 52976 members 
Mstep: Class 13 contains 84855 members 
Mstep: Class 14 contains 14072 members 
Mstep: Class 15 contains 302797 members 
Mstep: Class 16 contains 310147 members 
Mstep: Class 17 contains 114584 members 
Mstep: Class 18 contains 147797 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 15084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183730544.000000 Penalty: 63800.820312
Iteration 14Q: 19 clusters Score -1.837305e+08 nChanged 56750
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 57627 members 
Mstep: Class 4 contains 26460 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 7 contains 83620 members 
Mstep: Class 9 contains 282937 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 33054 members 
Mstep: Class 12 contains 52617 members 
Mstep: Class 13 contains 84676 members 
Mstep: Class 14 contains 13740 members 
Mstep: Class 15 contains 299500 members 
Mstep: Class 16 contains 327674 members 
Mstep: Class 17 contains 113717 members 
Mstep: Class 18 contains 148831 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 14858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183744080.000000 Penalty: 63800.820312
Iteration 15Q: 19 clusters Score -1.837441e+08 nChanged 66288
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 57145 members 
Mstep: Class 4 contains 28650 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 7 contains 81585 members 
Mstep: Class 9 contains 268920 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 32050 members 
Mstep: Class 12 contains 52326 members 
Mstep: Class 13 contains 84518 members 
Mstep: Class 14 contains 13528 members 
Mstep: Class 15 contains 288001 members 
Mstep: Class 16 contains 355203 members 
Mstep: Class 17 contains 112105 members 
Mstep: Class 18 contains 149486 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183736800.000000 Penalty: 63800.820312
Iteration 16Q: 19 clusters Score -1.837368e+08 nChanged 82196
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 56704 members 
Mstep: Class 4 contains 31103 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 7 contains 80098 members 
Mstep: Class 9 contains 255069 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 31627 members 
Mstep: Class 12 contains 52037 members 
Mstep: Class 13 contains 84413 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 266926 members 
Mstep: Class 16 contains 388355 members 
Mstep: Class 17 contains 111262 members 
Mstep: Class 18 contains 151018 members 
Mstep: Class 19 contains 2123 members 
Mstep: Class 20 contains 14661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183692800.000000 Penalty: 63800.820312
Iteration 17F: 19 clusters Score -1.836928e+08 nChanged 83044
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 3779 members 
Mstep: Class 3 contains 56708 members 
Mstep: Class 4 contains 34303 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 7 contains 79877 members 
Mstep: Class 9 contains 247312 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 31976 members 
Mstep: Class 12 contains 51670 members 
Mstep: Class 13 contains 84348 members 
Mstep: Class 14 contains 13238 members 
Mstep: Class 15 contains 245248 members 
Mstep: Class 16 contains 403835 members 
Mstep: Class 17 contains 114185 members 
Mstep: Class 18 contains 156014 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 14605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183667008.000000 Penalty: 63800.820312
Iteration 18F: 19 clusters Score -1.83667e+08 nChanged 66062
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 56939 members 
Mstep: Class 4 contains 37845 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 7 contains 80157 members 
Mstep: Class 9 contains 244742 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 32429 members 
Mstep: Class 12 contains 51387 members 
Mstep: Class 13 contains 84325 members 
Mstep: Class 14 contains 13162 members 
Mstep: Class 15 contains 233522 members 
Mstep: Class 16 contains 397360 members 
Mstep: Class 17 contains 118938 members 
Mstep: Class 18 contains 164055 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 14643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183670048.000000 Penalty: 63800.820312
Iteration 19Q: 19 clusters Score -1.8367e+08 nChanged 51701
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 57169 members 
Mstep: Class 4 contains 41108 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 7 contains 80424 members 
Mstep: Class 9 contains 243218 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 32573 members 
Mstep: Class 12 contains 51195 members 
Mstep: Class 13 contains 84297 members 
Mstep: Class 14 contains 13080 members 
Mstep: Class 15 contains 226747 members 
Mstep: Class 16 contains 384313 members 
Mstep: Class 17 contains 123578 members 
Mstep: Class 18 contains 173491 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183684768.000000 Penalty: 63800.820312
Iteration 20F: 19 clusters Score -1.836848e+08 nChanged 43485
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 57350 members 
Mstep: Class 4 contains 44056 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 7 contains 80514 members 
Mstep: Class 9 contains 241121 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 32339 members 
Mstep: Class 12 contains 51088 members 
Mstep: Class 13 contains 84267 members 
Mstep: Class 14 contains 12988 members 
Mstep: Class 15 contains 221439 members 
Mstep: Class 16 contains 371685 members 
Mstep: Class 17 contains 127689 members 
Mstep: Class 18 contains 183308 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 14582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183700400.000000 Penalty: 63800.820312
Iteration 21Q: 19 clusters Score -1.837004e+08 nChanged 38789
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 57544 members 
Mstep: Class 4 contains 46501 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 7 contains 80366 members 
Mstep: Class 9 contains 238238 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 31868 members 
Mstep: Class 12 contains 51105 members 
Mstep: Class 13 contains 84263 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 216340 members 
Mstep: Class 16 contains 361256 members 
Mstep: Class 17 contains 131168 members 
Mstep: Class 18 contains 193248 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 14485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183714176.000000 Penalty: 63800.820312
Iteration 22Q: 19 clusters Score -1.837142e+08 nChanged 36312
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 57735 members 
Mstep: Class 4 contains 48675 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 7 contains 79949 members 
Mstep: Class 9 contains 234520 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 31198 members 
Mstep: Class 12 contains 51141 members 
Mstep: Class 13 contains 84231 members 
Mstep: Class 14 contains 12870 members 
Mstep: Class 15 contains 211150 members 
Mstep: Class 16 contains 353186 members 
Mstep: Class 17 contains 134154 members 
Mstep: Class 18 contains 203175 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 14391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183725424.000000 Penalty: 63800.820312
Iteration 23Q: 19 clusters Score -1.837254e+08 nChanged 34071
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 57916 members 
Mstep: Class 4 contains 50624 members 
Mstep: Class 5 contains 4882 members 
Mstep: Class 7 contains 79410 members 
Mstep: Class 9 contains 230471 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 30468 members 
Mstep: Class 12 contains 51260 members 
Mstep: Class 13 contains 84223 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 206046 members 
Mstep: Class 16 contains 346625 members 
Mstep: Class 17 contains 136600 members 
Mstep: Class 18 contains 212710 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 14322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183731664.000000 Penalty: 63800.820312
Iteration 24Q: 19 clusters Score -1.837317e+08 nChanged 32492
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 58075 members 
Mstep: Class 4 contains 52296 members 
Mstep: Class 5 contains 4876 members 
Mstep: Class 7 contains 78808 members 
Mstep: Class 9 contains 225977 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 51388 members 
Mstep: Class 13 contains 84211 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 201084 members 
Mstep: Class 16 contains 341342 members 
Mstep: Class 17 contains 138900 members 
Mstep: Class 18 contains 221702 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 14278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183735888.000000 Penalty: 63800.820312
Iteration 25Q: 19 clusters Score -1.837359e+08 nChanged 30316
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 58212 members 
Mstep: Class 4 contains 53855 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 7 contains 78132 members 
Mstep: Class 9 contains 221473 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 28886 members 
Mstep: Class 12 contains 51607 members 
Mstep: Class 13 contains 84196 members 
Mstep: Class 14 contains 12680 members 
Mstep: Class 15 contains 196077 members 
Mstep: Class 16 contains 336977 members 
Mstep: Class 17 contains 140954 members 
Mstep: Class 18 contains 230157 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183739472.000000 Penalty: 63800.820312
Iteration 26Q: 19 clusters Score -1.837395e+08 nChanged 28764
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 58385 members 
Mstep: Class 4 contains 55265 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 7 contains 77381 members 
Mstep: Class 9 contains 217074 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 28114 members 
Mstep: Class 12 contains 51878 members 
Mstep: Class 13 contains 84189 members 
Mstep: Class 14 contains 12627 members 
Mstep: Class 15 contains 191281 members 
Mstep: Class 16 contains 333307 members 
Mstep: Class 17 contains 142804 members 
Mstep: Class 18 contains 237630 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 14198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183745760.000000 Penalty: 63800.820312
Iteration 27Q: 19 clusters Score -1.837458e+08 nChanged 27490
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 58583 members 
Mstep: Class 4 contains 56529 members 
Mstep: Class 5 contains 4858 members 
Mstep: Class 7 contains 76639 members 
Mstep: Class 9 contains 212810 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 27377 members 
Mstep: Class 12 contains 52202 members 
Mstep: Class 13 contains 84193 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 186643 members 
Mstep: Class 16 contains 330477 members 
Mstep: Class 17 contains 144315 members 
Mstep: Class 18 contains 244046 members 
Mstep: Class 19 contains 6263 members 
Mstep: Class 20 contains 14179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183750608.000000 Penalty: 63800.820312
Iteration 28Q: 19 clusters Score -1.837506e+08 nChanged 26458
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 58786 members 
Mstep: Class 4 contains 57650 members 
Mstep: Class 5 contains 4853 members 
Mstep: Class 7 contains 75902 members 
Mstep: Class 9 contains 208975 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 26643 members 
Mstep: Class 12 contains 52581 members 
Mstep: Class 13 contains 84197 members 
Mstep: Class 14 contains 12499 members 
Mstep: Class 15 contains 182378 members 
Mstep: Class 16 contains 327721 members 
Mstep: Class 17 contains 145514 members 
Mstep: Class 18 contains 249477 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 20 contains 14144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183755824.000000 Penalty: 63800.820312
Iteration 29Q: 19 clusters Score -1.837558e+08 nChanged 26085
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 58983 members 
Mstep: Class 4 contains 58723 members 
Mstep: Class 5 contains 4857 members 
Mstep: Class 7 contains 75197 members 
Mstep: Class 9 contains 205405 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 25942 members 
Mstep: Class 12 contains 53000 members 
Mstep: Class 13 contains 84177 members 
Mstep: Class 14 contains 12484 members 
Mstep: Class 15 contains 178346 members 
Mstep: Class 16 contains 325174 members 
Mstep: Class 17 contains 146405 members 
Mstep: Class 18 contains 253986 members 
Mstep: Class 19 contains 10115 members 
Mstep: Class 20 contains 14118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183763488.000000 Penalty: 63800.820312
Iteration 30Q: 19 clusters Score -1.837635e+08 nChanged 25208
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 59204 members 
Mstep: Class 4 contains 59643 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 9 contains 202180 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 25230 members 
Mstep: Class 12 contains 53423 members 
Mstep: Class 13 contains 84165 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 174691 members 
Mstep: Class 16 contains 323230 members 
Mstep: Class 17 contains 146920 members 
Mstep: Class 18 contains 257570 members 
Mstep: Class 19 contains 12526 members 
Mstep: Class 20 contains 14073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183769088.000000 Penalty: 63800.820312
Iteration 31Q: 19 clusters Score -1.837691e+08 nChanged 23931
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 59442 members 
Mstep: Class 4 contains 60491 members 
Mstep: Class 5 contains 4876 members 
Mstep: Class 7 contains 73905 members 
Mstep: Class 9 contains 199409 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 24517 members 
Mstep: Class 12 contains 53879 members 
Mstep: Class 13 contains 84171 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 15 contains 171437 members 
Mstep: Class 16 contains 321621 members 
Mstep: Class 17 contains 147075 members 
Mstep: Class 18 contains 260388 members 
Mstep: Class 19 contains 14971 members 
Mstep: Class 20 contains 14028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183773360.000000 Penalty: 63800.820312
Iteration 32Q: 19 clusters Score -1.837734e+08 nChanged 22981
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 59652 members 
Mstep: Class 4 contains 61270 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 7 contains 73213 members 
Mstep: Class 9 contains 197250 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 23798 members 
Mstep: Class 12 contains 54411 members 
Mstep: Class 13 contains 84165 members 
Mstep: Class 14 contains 12498 members 
Mstep: Class 15 contains 168547 members 
Mstep: Class 16 contains 320301 members 
Mstep: Class 17 contains 146885 members 
Mstep: Class 18 contains 262373 members 
Mstep: Class 19 contains 17356 members 
Mstep: Class 20 contains 13963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183776208.000000 Penalty: 63800.820312
Iteration 33Q: 19 clusters Score -1.837762e+08 nChanged 21940
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 59841 members 
Mstep: Class 4 contains 61939 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 7 contains 72573 members 
Mstep: Class 9 contains 195682 members 
Mstep: Class 10 contains 5230 members 
Mstep: Class 11 contains 23096 members 
Mstep: Class 12 contains 54913 members 
Mstep: Class 13 contains 84133 members 
Mstep: Class 14 contains 12498 members 
Mstep: Class 15 contains 165806 members 
Mstep: Class 16 contains 319502 members 
Mstep: Class 17 contains 146520 members 
Mstep: Class 18 contains 263644 members 
Mstep: Class 19 contains 19612 members 
Mstep: Class 20 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183778848.000000 Penalty: 63800.820312
Iteration 34Q: 19 clusters Score -1.837788e+08 nChanged 20962
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 60052 members 
Mstep: Class 4 contains 62582 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 7 contains 71857 members 
Mstep: Class 9 contains 194712 members 
Mstep: Class 10 contains 5230 members 
Mstep: Class 11 contains 22407 members 
Mstep: Class 12 contains 55449 members 
Mstep: Class 13 contains 84115 members 
Mstep: Class 14 contains 12510 members 
Mstep: Class 15 contains 163495 members 
Mstep: Class 16 contains 318672 members 
Mstep: Class 17 contains 146099 members 
Mstep: Class 18 contains 264305 members 
Mstep: Class 19 contains 21633 members 
Mstep: Class 20 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183783232.000000 Penalty: 63800.820312
Iteration 35Q: 19 clusters Score -1.837832e+08 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 3990 members 
Mstep: Class 3 contains 60302 members 
Mstep: Class 4 contains 63204 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 7 contains 71169 members 
Mstep: Class 9 contains 194299 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 21721 members 
Mstep: Class 12 contains 56005 members 
Mstep: Class 13 contains 84100 members 
Mstep: Class 14 contains 12500 members 
Mstep: Class 15 contains 161522 members 
Mstep: Class 16 contains 317995 members 
Mstep: Class 17 contains 145320 members 
Mstep: Class 18 contains 264461 members 
Mstep: Class 19 contains 23414 members 
Mstep: Class 20 contains 13838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183785504.000000 Penalty: 63800.820312
Iteration 36Q: 19 clusters Score -1.837855e+08 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 60538 members 
Mstep: Class 4 contains 63795 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 7 contains 70545 members 
Mstep: Class 9 contains 194170 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 56611 members 
Mstep: Class 13 contains 84100 members 
Mstep: Class 14 contains 12492 members 
Mstep: Class 15 contains 159842 members 
Mstep: Class 16 contains 317456 members 
Mstep: Class 17 contains 144420 members 
Mstep: Class 18 contains 264178 members 
Mstep: Class 19 contains 25019 members 
Mstep: Class 20 contains 13802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183788288.000000 Penalty: 63800.820312
Iteration 37Q: 19 clusters Score -1.837883e+08 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 110582 members 
Mstep: Class 2 contains 4030 members 
Mstep: Class 3 contains 60828 members 
Mstep: Class 4 contains 64343 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 7 contains 69966 members 
Mstep: Class 9 contains 194277 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 20334 members 
Mstep: Class 12 contains 57237 members 
Mstep: Class 13 contains 84090 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 15 contains 158502 members 
Mstep: Class 16 contains 317002 members 
Mstep: Class 17 contains 143347 members 
Mstep: Class 18 contains 263566 members 
Mstep: Class 19 contains 26355 members 
Mstep: Class 20 contains 13767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183789840.000000 Penalty: 63800.820312
Iteration 38Q: 19 clusters Score -1.837898e+08 nChanged 17161
Entering ConstructFrom: 
Score: -183789840.000000 Penalty: 63800.820312
Entering ConstructFrom: 
Trying to split cluster 1 (112451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Entering Unmasked Estep 
Score: -13126536.000000 Penalty: 2884.307617
	Iteration 0F: 2 clusters Score -1.312654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -13051262.000000 Penalty: 5768.615234
	Iteration 0F: 3 clusters Score -1.305126e+07 nChanged 53323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -13081902.000000 Penalty: 5768.615234
	Iteration 1F: 3 clusters Score -1.30819e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -13082743.000000 Penalty: 5768.615234
	Iteration 2Q: 3 clusters Score -1.308274e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -13083540.000000 Penalty: 5768.615234
	Iteration 3Q: 3 clusters Score -1.308354e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -13084499.000000 Penalty: 5768.615234
	Iteration 4Q: 3 clusters Score -1.30845e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -13085681.000000 Penalty: 5768.615234
	Iteration 5Q: 3 clusters Score -1.308568e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -13087467.000000 Penalty: 5768.615234
	Iteration 6Q: 3 clusters Score -1.308747e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -13090221.000000 Penalty: 5768.615234
	Iteration 7Q: 3 clusters Score -1.309022e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -13094625.000000 Penalty: 5768.615234
	Iteration 8F: 3 clusters Score -1.309462e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -13100745.000000 Penalty: 5768.615234
	Iteration 9F: 3 clusters Score -1.310074e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -13108315.000000 Penalty: 5768.615234
	Iteration 10F: 3 clusters Score -1.310832e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 102402 members 
Entering Unmasked Estep 
Score: -13115449.000000 Penalty: 5768.615234
	Iteration 11F: 3 clusters Score -1.311545e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -13119858.000000 Penalty: 5768.615234
	Iteration 12Q: 3 clusters Score -1.311986e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -13122049.000000 Penalty: 5768.615234
	Iteration 13Q: 3 clusters Score -1.312205e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -13123012.000000 Penalty: 5768.615234
	Iteration 14Q: 3 clusters Score -1.312301e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 111247 members 
Entering Unmasked Estep 
Score: -13123506.000000 Penalty: 5768.615234
	Iteration 15Q: 3 clusters Score -1.312351e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 111459 members 
Entering Unmasked Estep 
Score: -13123710.000000 Penalty: 5768.615234
	Iteration 16Q: 3 clusters Score -1.312371e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -13123809.000000 Penalty: 5768.615234
	Iteration 17Q: 3 clusters Score -1.312381e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -13123915.000000 Penalty: 5768.615234
	Iteration 18Q: 3 clusters Score -1.312392e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 111700 members 
Entering Unmasked Estep 
Score: -13123970.000000 Penalty: 5768.615234
	Iteration 19Q: 3 clusters Score -1.312397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -13124010.000000 Penalty: 5768.615234
	Iteration 20F: 3 clusters Score -1.312401e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -13124023.000000 Penalty: 5768.615234
	Iteration 21Q: 3 clusters Score -1.312402e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -13124035.000000 Penalty: 5768.615234
	Iteration 22Q: 3 clusters Score -1.312404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -13124047.000000 Penalty: 5768.615234
	Iteration 23Q: 3 clusters Score -1.312405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -13124056.000000 Penalty: 5768.615234
	Iteration 24Q: 3 clusters Score -1.312406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -13124077.000000 Penalty: 5768.615234
	Iteration 25Q: 3 clusters Score -1.312408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -13124076.000000 Penalty: 5768.615234
	Iteration 26Q: 3 clusters Score -1.312408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -13124077.000000 Penalty: 5768.615234
	Iteration 27Q: 3 clusters Score -1.312408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 111823 members 
Entering Unmasked Estep 
Score: -13124073.000000 Penalty: 5768.615234
	Iteration 28Q: 3 clusters Score -1.312407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -13124075.000000 Penalty: 5768.615234
	Iteration 29Q: 3 clusters Score -1.312408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -13124094.000000 Penalty: 5768.615234
	Iteration 30Q: 3 clusters Score -1.312409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 111836 members 
Entering Unmasked Estep 
Score: -13124097.000000 Penalty: 5768.615234
	Iteration 31Q: 3 clusters Score -1.31241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -13124098.000000 Penalty: 5768.615234
	Iteration 32Q: 3 clusters Score -1.31241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -13124096.000000 Penalty: 5768.615234
	Iteration 33Q: 3 clusters Score -1.31241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 111845 members 
Entering Unmasked Estep 
Score: -13124094.000000 Penalty: 5768.615234
	Iteration 34Q: 3 clusters Score -1.312409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -13124098.000000 Penalty: 5768.615234
	Iteration 35Q: 3 clusters Score -1.31241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -13124099.000000 Penalty: 5768.615234
	Iteration 36Q: 3 clusters Score -1.31241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -13124099.000000 Penalty: 5768.615234
	Iteration 37F: 3 clusters Score -1.31241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -440735.093750 Penalty: 2058.592773
	Iteration 0F: 2 clusters Score -440735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -436788.062500 Penalty: 4117.185547
	Iteration 0F: 3 clusters Score -436788.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -437726.500000 Penalty: 4117.185547
	Iteration 1F: 3 clusters Score -437726.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -437939.968750 Penalty: 4117.185547
	Iteration 2F: 3 clusters Score -437940 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -438065.093750 Penalty: 4117.185547
	Iteration 3Q: 3 clusters Score -438065.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -438152.562500 Penalty: 4117.185547
	Iteration 4Q: 3 clusters Score -438152.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -438225.437500 Penalty: 4117.185547
	Iteration 5Q: 3 clusters Score -438225.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -438285.843750 Penalty: 4117.185547
	Iteration 6Q: 3 clusters Score -438285.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -438340.812500 Penalty: 4117.185547
	Iteration 7Q: 3 clusters Score -438340.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -438397.218750 Penalty: 4117.185547
	Iteration 8Q: 3 clusters Score -438397.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -438463.343750 Penalty: 4117.185547
	Iteration 9Q: 3 clusters Score -438463.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -438528.468750 Penalty: 4117.185547
	Iteration 10Q: 3 clusters Score -438528.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -438606.250000 Penalty: 4117.185547
	Iteration 11Q: 3 clusters Score -438606.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -438697.031250 Penalty: 4117.185547
	Iteration 12Q: 3 clusters Score -438697 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -438796.062500 Penalty: 4117.185547
	Iteration 13Q: 3 clusters Score -438796.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -438885.656250 Penalty: 4117.185547
	Iteration 14Q: 3 clusters Score -438885.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -438979.625000 Penalty: 4117.185547
	Iteration 15Q: 3 clusters Score -438979.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -439059.281250 Penalty: 4117.185547
	Iteration 16Q: 3 clusters Score -439059.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -439126.468750 Penalty: 4117.185547
	Iteration 17Q: 3 clusters Score -439126.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -439174.968750 Penalty: 4117.185547
	Iteration 18Q: 3 clusters Score -439175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -439217.718750 Penalty: 4117.185547
	Iteration 19Q: 3 clusters Score -439217.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -439263.250000 Penalty: 4117.185547
	Iteration 20F: 3 clusters Score -439263.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -439299.718750 Penalty: 4117.185547
	Iteration 21Q: 3 clusters Score -439299.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -439331.343750 Penalty: 4117.185547
	Iteration 22Q: 3 clusters Score -439331.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -439358.750000 Penalty: 4117.185547
	Iteration 23Q: 3 clusters Score -439358.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -439380.718750 Penalty: 4117.185547
	Iteration 24Q: 3 clusters Score -439380.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -439400.093750 Penalty: 4117.185547
	Iteration 25Q: 3 clusters Score -439400.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -439414.156250 Penalty: 4117.185547
	Iteration 26Q: 3 clusters Score -439414.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -439429.250000 Penalty: 4117.185547
	Iteration 27Q: 3 clusters Score -439429.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -439451.625000 Penalty: 4117.185547
	Iteration 28Q: 3 clusters Score -439451.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -439473.031250 Penalty: 4117.185547
	Iteration 29Q: 3 clusters Score -439473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -439497.750000 Penalty: 4117.185547
	Iteration 30Q: 3 clusters Score -439497.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -439522.781250 Penalty: 4117.185547
	Iteration 31Q: 3 clusters Score -439522.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -439543.937500 Penalty: 4117.185547
	Iteration 32Q: 3 clusters Score -439543.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -439565.312500 Penalty: 4117.185547
	Iteration 33Q: 3 clusters Score -439565.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -439587.781250 Penalty: 4117.185547
	Iteration 34Q: 3 clusters Score -439587.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -439617.406250 Penalty: 4117.185547
	Iteration 35Q: 3 clusters Score -439617.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -439648.781250 Penalty: 4117.185547
	Iteration 36Q: 3 clusters Score -439648.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -439679.281250 Penalty: 4117.185547
	Iteration 37Q: 3 clusters Score -439679.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439708.937500 Penalty: 4117.185547
	Iteration 38Q: 3 clusters Score -439708.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -439734.968750 Penalty: 4117.185547
	Iteration 39Q: 3 clusters Score -439735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -439756.218750 Penalty: 4117.185547
	Iteration 40F: 3 clusters Score -439756.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -439785.593750 Penalty: 4117.185547
	Iteration 41Q: 3 clusters Score -439785.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -439813.625000 Penalty: 4117.185547
	Iteration 42Q: 3 clusters Score -439813.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -439832.593750 Penalty: 4117.185547
	Iteration 43Q: 3 clusters Score -439832.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -439853.937500 Penalty: 4117.185547
	Iteration 44Q: 3 clusters Score -439853.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -439872.937500 Penalty: 4117.185547
	Iteration 45Q: 3 clusters Score -439872.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -439883.687500 Penalty: 4117.185547
	Iteration 46Q: 3 clusters Score -439883.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -439900.031250 Penalty: 4117.185547
	Iteration 47Q: 3 clusters Score -439900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -439914.656250 Penalty: 4117.185547
	Iteration 48Q: 3 clusters Score -439914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -439925.062500 Penalty: 4117.185547
	Iteration 49Q: 3 clusters Score -439925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -439928.781250 Penalty: 4117.185547
	Iteration 50Q: 3 clusters Score -439928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -439932.656250 Penalty: 4117.185547
	Iteration 51Q: 3 clusters Score -439932.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -439938.125000 Penalty: 4117.185547
	Iteration 52Q: 3 clusters Score -439938.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -439942.906250 Penalty: 4117.185547
	Iteration 53Q: 3 clusters Score -439942.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439946.437500 Penalty: 4117.185547
	Iteration 54Q: 3 clusters Score -439946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -439951.406250 Penalty: 4117.185547
	Iteration 55Q: 3 clusters Score -439951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -439952.468750 Penalty: 4117.185547
	Iteration 56Q: 3 clusters Score -439952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -439952.937500 Penalty: 4117.185547
	Iteration 57Q: 3 clusters Score -439952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -439952.937500 Penalty: 4117.185547
	Iteration 58F: 3 clusters Score -439952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Entering Unmasked Estep 
Score: -6875975.500000 Penalty: 2733.018066
	Iteration 0F: 2 clusters Score -6875976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6834906.500000 Penalty: 5466.036133
	Iteration 0F: 3 clusters Score -6834906 nChanged 28460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -6851097.500000 Penalty: 5466.036133
	Iteration 1F: 3 clusters Score -6851098 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -6852392.500000 Penalty: 5466.036133
	Iteration 2Q: 3 clusters Score -6852392 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6854788.500000 Penalty: 5466.036133
	Iteration 3F: 3 clusters Score -6854788 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6858295.000000 Penalty: 5466.036133
	Iteration 4F: 3 clusters Score -6858295 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6862180.000000 Penalty: 5466.036133
	Iteration 5F: 3 clusters Score -6862180 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6866100.500000 Penalty: 5466.036133
	Iteration 6F: 3 clusters Score -6866100 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -6869495.500000 Penalty: 5466.036133
	Iteration 7F: 3 clusters Score -6869496 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6872373.500000 Penalty: 5466.036133
	Iteration 8F: 3 clusters Score -6872374 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -6875101.000000 Penalty: 5466.036133
	Iteration 9Q: 3 clusters Score -6875101 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -6876890.000000 Penalty: 5466.036133
	Iteration 10Q: 3 clusters Score -6876890 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -6877545.000000 Penalty: 5466.036133
	Iteration 11Q: 3 clusters Score -6877545 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -6877840.500000 Penalty: 5466.036133
	Iteration 12Q: 3 clusters Score -6877840 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -6877973.000000 Penalty: 5466.036133
	Iteration 13Q: 3 clusters Score -6877973 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -6878012.000000 Penalty: 5466.036133
	Iteration 14Q: 3 clusters Score -6878012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -6878022.500000 Penalty: 5466.036133
	Iteration 15Q: 3 clusters Score -6878022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -6878044.500000 Penalty: 5466.036133
	Iteration 16Q: 3 clusters Score -6878044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -6878068.000000 Penalty: 5466.036133
	Iteration 17Q: 3 clusters Score -6878068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -6878068.500000 Penalty: 5466.036133
	Iteration 18Q: 3 clusters Score -6878068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -6878078.500000 Penalty: 5466.036133
	Iteration 19Q: 3 clusters Score -6878078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -6878075.000000 Penalty: 5466.036133
	Iteration 20F: 3 clusters Score -6878075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -6878086.000000 Penalty: 5466.036133
	Iteration 21Q: 3 clusters Score -6878086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -6878088.500000 Penalty: 5466.036133
	Iteration 22Q: 3 clusters Score -6878088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -6878093.500000 Penalty: 5466.036133
	Iteration 23Q: 3 clusters Score -6878094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -6878090.000000 Penalty: 5466.036133
	Iteration 24Q: 3 clusters Score -6878090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -6878092.500000 Penalty: 5466.036133
	Iteration 25Q: 3 clusters Score -6878092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -6878098.000000 Penalty: 5466.036133
	Iteration 26Q: 3 clusters Score -6878098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -6878104.000000 Penalty: 5466.036133
	Iteration 27Q: 3 clusters Score -6878104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -6878108.500000 Penalty: 5466.036133
	Iteration 28Q: 3 clusters Score -6878108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -6878109.000000 Penalty: 5466.036133
	Iteration 29Q: 3 clusters Score -6878109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -6878112.500000 Penalty: 5466.036133
	Iteration 30Q: 3 clusters Score -6878112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -6878113.500000 Penalty: 5466.036133
	Iteration 31Q: 3 clusters Score -6878114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -6878107.000000 Penalty: 5466.036133
	Iteration 32Q: 3 clusters Score -6878107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -6878107.000000 Penalty: 5466.036133
	Iteration 33F: 3 clusters Score -6878107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 69383 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 57903 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 13710 members 
Entering Unmasked Estep 
Score: -183791984.000000 Penalty: 67345.312500
Splitting cluster 3 changes total score from -183789840.000000 to -183791984.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (64827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Entering Unmasked Estep 
Score: -7679442.000000 Penalty: 2747.710449
	Iteration 0F: 2 clusters Score -7679442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -7635947.500000 Penalty: 5495.420898
	Iteration 0F: 3 clusters Score -7635948 nChanged 30298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -7652825.000000 Penalty: 5495.420898
	Iteration 1F: 3 clusters Score -7652825 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7653548.000000 Penalty: 5495.420898
	Iteration 2Q: 3 clusters Score -7653548 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -7654531.500000 Penalty: 5495.420898
	Iteration 3Q: 3 clusters Score -7654532 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -7656089.000000 Penalty: 5495.420898
	Iteration 4Q: 3 clusters Score -7656089 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -7658118.000000 Penalty: 5495.420898
	Iteration 5F: 3 clusters Score -7658118 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -7660610.500000 Penalty: 5495.420898
	Iteration 6F: 3 clusters Score -7660610 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7663491.500000 Penalty: 5495.420898
	Iteration 7F: 3 clusters Score -7663492 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -7666336.000000 Penalty: 5495.420898
	Iteration 8F: 3 clusters Score -7666336 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -7669070.500000 Penalty: 5495.420898
	Iteration 9F: 3 clusters Score -7669070 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -7671230.000000 Penalty: 5495.420898
	Iteration 10Q: 3 clusters Score -7671230 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7672743.000000 Penalty: 5495.420898
	Iteration 11Q: 3 clusters Score -7672743 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -7673698.500000 Penalty: 5495.420898
	Iteration 12Q: 3 clusters Score -7673698 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -7674272.500000 Penalty: 5495.420898
	Iteration 13Q: 3 clusters Score -7674272 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -7674715.500000 Penalty: 5495.420898
	Iteration 14Q: 3 clusters Score -7674716 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -7675120.500000 Penalty: 5495.420898
	Iteration 15Q: 3 clusters Score -7675120 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7675470.500000 Penalty: 5495.420898
	Iteration 16Q: 3 clusters Score -7675470 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -7675744.000000 Penalty: 5495.420898
	Iteration 17Q: 3 clusters Score -7675744 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -7675994.500000 Penalty: 5495.420898
	Iteration 18Q: 3 clusters Score -7675994 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -7676188.000000 Penalty: 5495.420898
	Iteration 19Q: 3 clusters Score -7676188 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -7676385.000000 Penalty: 5495.420898
	Iteration 20F: 3 clusters Score -7676385 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -7676576.000000 Penalty: 5495.420898
	Iteration 21Q: 3 clusters Score -7676576 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -7676765.500000 Penalty: 5495.420898
	Iteration 22Q: 3 clusters Score -7676766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -7676988.500000 Penalty: 5495.420898
	Iteration 23Q: 3 clusters Score -7676988 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -7677189.000000 Penalty: 5495.420898
	Iteration 24Q: 3 clusters Score -7677189 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -7677384.000000 Penalty: 5495.420898
	Iteration 25Q: 3 clusters Score -7677384 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -7677522.000000 Penalty: 5495.420898
	Iteration 26Q: 3 clusters Score -7677522 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -7677660.500000 Penalty: 5495.420898
	Iteration 27Q: 3 clusters Score -7677660 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -7677809.000000 Penalty: 5495.420898
	Iteration 28Q: 3 clusters Score -7677809 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -7677955.500000 Penalty: 5495.420898
	Iteration 29Q: 3 clusters Score -7677956 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -7678030.500000 Penalty: 5495.420898
	Iteration 30Q: 3 clusters Score -7678030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -7678123.500000 Penalty: 5495.420898
	Iteration 31Q: 3 clusters Score -7678124 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -7678201.500000 Penalty: 5495.420898
	Iteration 32Q: 3 clusters Score -7678202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -7678224.500000 Penalty: 5495.420898
	Iteration 33Q: 3 clusters Score -7678224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -7678272.500000 Penalty: 5495.420898
	Iteration 34Q: 3 clusters Score -7678272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -7678296.500000 Penalty: 5495.420898
	Iteration 35Q: 3 clusters Score -7678296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -7678317.500000 Penalty: 5495.420898
	Iteration 36Q: 3 clusters Score -7678318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -7678350.000000 Penalty: 5495.420898
	Iteration 37Q: 3 clusters Score -7678350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -7678372.500000 Penalty: 5495.420898
	Iteration 38Q: 3 clusters Score -7678372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -7678375.000000 Penalty: 5495.420898
	Iteration 39Q: 3 clusters Score -7678375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -7678397.500000 Penalty: 5495.420898
	Iteration 40F: 3 clusters Score -7678398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -7678397.000000 Penalty: 5495.420898
	Iteration 41Q: 3 clusters Score -7678397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -7678413.000000 Penalty: 5495.420898
	Iteration 42Q: 3 clusters Score -7678413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -7678420.000000 Penalty: 5495.420898
	Iteration 43Q: 3 clusters Score -7678420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -7678424.000000 Penalty: 5495.420898
	Iteration 44Q: 3 clusters Score -7678424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -7678428.000000 Penalty: 5495.420898
	Iteration 45Q: 3 clusters Score -7678428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -7678436.500000 Penalty: 5495.420898
	Iteration 46Q: 3 clusters Score -7678436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -7678452.500000 Penalty: 5495.420898
	Iteration 47Q: 3 clusters Score -7678452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -7678452.000000 Penalty: 5495.420898
	Iteration 48Q: 3 clusters Score -7678452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -7678451.500000 Penalty: 5495.420898
	Iteration 49Q: 3 clusters Score -7678452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -7678471.000000 Penalty: 5495.420898
	Iteration 50Q: 3 clusters Score -7678471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -7678468.000000 Penalty: 5495.420898
	Iteration 51Q: 3 clusters Score -7678468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -7678467.000000 Penalty: 5495.420898
	Iteration 52Q: 3 clusters Score -7678467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -7678471.000000 Penalty: 5495.420898
	Iteration 53Q: 3 clusters Score -7678471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -7678458.500000 Penalty: 5495.420898
	Iteration 54Q: 3 clusters Score -7678458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -7678466.000000 Penalty: 5495.420898
	Iteration 55Q: 3 clusters Score -7678466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -7678477.500000 Penalty: 5495.420898
	Iteration 56Q: 3 clusters Score -7678478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -7678467.000000 Penalty: 5495.420898
	Iteration 57Q: 3 clusters Score -7678467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -7678470.500000 Penalty: 5495.420898
	Iteration 58Q: 3 clusters Score -7678470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -7678473.500000 Penalty: 5495.420898
	Iteration 59Q: 3 clusters Score -7678474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -7678471.000000 Penalty: 5495.420898
	Iteration 60F: 3 clusters Score -7678471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -7678470.500000 Penalty: 5495.420898
	Iteration 61Q: 3 clusters Score -7678470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -7678465.500000 Penalty: 5495.420898
	Iteration 62Q: 3 clusters Score -7678466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -7678472.500000 Penalty: 5495.420898
	Iteration 63Q: 3 clusters Score -7678472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -7678479.000000 Penalty: 5495.420898
	Iteration 64Q: 3 clusters Score -7678479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -7678492.000000 Penalty: 5495.420898
	Iteration 65Q: 3 clusters Score -7678492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -7678495.000000 Penalty: 5495.420898
	Iteration 66Q: 3 clusters Score -7678495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -7678500.500000 Penalty: 5495.420898
	Iteration 67Q: 3 clusters Score -7678500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -7678515.000000 Penalty: 5495.420898
	Iteration 68Q: 3 clusters Score -7678515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -7678523.000000 Penalty: 5495.420898
	Iteration 69Q: 3 clusters Score -7678523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -7678516.000000 Penalty: 5495.420898
	Iteration 70Q: 3 clusters Score -7678516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -7678515.000000 Penalty: 5495.420898
	Iteration 71Q: 3 clusters Score -7678515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -7678518.500000 Penalty: 5495.420898
	Iteration 72Q: 3 clusters Score -7678518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -7678523.000000 Penalty: 5495.420898
	Iteration 73Q: 3 clusters Score -7678523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -7678521.000000 Penalty: 5495.420898
	Iteration 74Q: 3 clusters Score -7678521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -7678525.500000 Penalty: 5495.420898
	Iteration 75Q: 3 clusters Score -7678526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -7678525.000000 Penalty: 5495.420898
	Iteration 76Q: 3 clusters Score -7678525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -7678523.000000 Penalty: 5495.420898
	Iteration 77Q: 3 clusters Score -7678523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -7678523.000000 Penalty: 5495.420898
	Iteration 78F: 3 clusters Score -7678523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -523738.406250 Penalty: 2106.645508
	Iteration 0F: 2 clusters Score -523738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -519424.312500 Penalty: 4213.291016
	Iteration 0F: 3 clusters Score -519424.3 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -521368.718750 Penalty: 4213.291016
	Iteration 1F: 3 clusters Score -521368.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -522326.375000 Penalty: 4213.291016
	Iteration 2F: 3 clusters Score -522326.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -522862.343750 Penalty: 4213.291016
	Iteration 3F: 3 clusters Score -522862.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -523133.062500 Penalty: 4213.291016
	Iteration 4F: 3 clusters Score -523133.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -523312.000000 Penalty: 4213.291016
	Iteration 5Q: 3 clusters Score -523312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -523626.468750 Penalty: 4213.291016
	Iteration 6Q: 3 clusters Score -523626.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -524107.625000 Penalty: 4213.291016
	Iteration 7Q: 3 clusters Score -524107.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -524274.468750 Penalty: 4213.291016
	Iteration 8Q: 3 clusters Score -524274.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -524396.750000 Penalty: 4213.291016
	Iteration 9Q: 3 clusters Score -524396.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -524514.500000 Penalty: 4213.291016
	Iteration 10Q: 3 clusters Score -524514.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -524630.625000 Penalty: 4213.291016
	Iteration 11Q: 3 clusters Score -524630.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -524748.187500 Penalty: 4213.291016
	Iteration 12Q: 3 clusters Score -524748.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -524858.625000 Penalty: 4213.291016
	Iteration 13Q: 3 clusters Score -524858.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -524987.375000 Penalty: 4213.291016
	Iteration 14Q: 3 clusters Score -524987.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -525131.562500 Penalty: 4213.291016
	Iteration 15Q: 3 clusters Score -525131.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -525270.437500 Penalty: 4213.291016
	Iteration 16Q: 3 clusters Score -525270.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -525422.000000 Penalty: 4213.291016
	Iteration 17Q: 3 clusters Score -525422 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -525640.625000 Penalty: 4213.291016
	Iteration 18Q: 3 clusters Score -525640.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -525839.187500 Penalty: 4213.291016
	Iteration 19Q: 3 clusters Score -525839.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -525967.625000 Penalty: 4213.291016
	Iteration 20F: 3 clusters Score -525967.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -526040.812500 Penalty: 4213.291016
	Iteration 21Q: 3 clusters Score -526040.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -526100.562500 Penalty: 4213.291016
	Iteration 22Q: 3 clusters Score -526100.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -526128.312500 Penalty: 4213.291016
	Iteration 23Q: 3 clusters Score -526128.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -526146.562500 Penalty: 4213.291016
	Iteration 24Q: 3 clusters Score -526146.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -526150.937500 Penalty: 4213.291016
	Iteration 25Q: 3 clusters Score -526150.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -526154.750000 Penalty: 4213.291016
	Iteration 26Q: 3 clusters Score -526154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -526156.500000 Penalty: 4213.291016
	Iteration 27Q: 3 clusters Score -526156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -526156.062500 Penalty: 4213.291016
	Iteration 28Q: 3 clusters Score -526156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -526156.250000 Penalty: 4213.291016
	Iteration 29Q: 3 clusters Score -526156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -526156.250000 Penalty: 4213.291016
	Iteration 30F: 3 clusters Score -526156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 69383 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 57903 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 13710 members 
Entering Unmasked Estep 
Score: -183793664.000000 Penalty: 70889.796875
Splitting cluster 5 changes total score from -183789840.000000 to -183793664.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (69383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Entering Unmasked Estep 
Score: -8135079.000000 Penalty: 2764.554443
	Iteration 0F: 2 clusters Score -8135079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -8088622.500000 Penalty: 5529.108887
	Iteration 0F: 3 clusters Score -8088622 nChanged 32537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -8107519.500000 Penalty: 5529.108887
	Iteration 1F: 3 clusters Score -8107520 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8108882.500000 Penalty: 5529.108887
	Iteration 2Q: 3 clusters Score -8108882 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -8110589.500000 Penalty: 5529.108887
	Iteration 3F: 3 clusters Score -8110590 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -8113057.500000 Penalty: 5529.108887
	Iteration 4F: 3 clusters Score -8113058 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -8116111.500000 Penalty: 5529.108887
	Iteration 5F: 3 clusters Score -8116112 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -8119809.000000 Penalty: 5529.108887
	Iteration 6F: 3 clusters Score -8119809 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8123503.000000 Penalty: 5529.108887
	Iteration 7F: 3 clusters Score -8123503 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8126834.000000 Penalty: 5529.108887
	Iteration 8F: 3 clusters Score -8126834 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -8129710.500000 Penalty: 5529.108887
	Iteration 9F: 3 clusters Score -8129710 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -8131977.500000 Penalty: 5529.108887
	Iteration 10Q: 3 clusters Score -8131978 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -8133227.500000 Penalty: 5529.108887
	Iteration 11Q: 3 clusters Score -8133228 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -8133904.000000 Penalty: 5529.108887
	Iteration 12Q: 3 clusters Score -8133904 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -8134312.500000 Penalty: 5529.108887
	Iteration 13Q: 3 clusters Score -8134312 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -8134658.500000 Penalty: 5529.108887
	Iteration 14Q: 3 clusters Score -8134658 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -8134988.500000 Penalty: 5529.108887
	Iteration 15Q: 3 clusters Score -8134988 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -8135216.500000 Penalty: 5529.108887
	Iteration 16Q: 3 clusters Score -8135216 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -8135431.500000 Penalty: 5529.108887
	Iteration 17Q: 3 clusters Score -8135432 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -8135613.000000 Penalty: 5529.108887
	Iteration 18Q: 3 clusters Score -8135613 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -8135743.000000 Penalty: 5529.108887
	Iteration 19Q: 3 clusters Score -8135743 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -8135804.500000 Penalty: 5529.108887
	Iteration 20F: 3 clusters Score -8135804 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -8135879.000000 Penalty: 5529.108887
	Iteration 21Q: 3 clusters Score -8135879 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -8135969.500000 Penalty: 5529.108887
	Iteration 22Q: 3 clusters Score -8135970 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -8136005.500000 Penalty: 5529.108887
	Iteration 23Q: 3 clusters Score -8136006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -8136015.000000 Penalty: 5529.108887
	Iteration 24Q: 3 clusters Score -8136015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -8136068.500000 Penalty: 5529.108887
	Iteration 25Q: 3 clusters Score -8136068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -8136102.000000 Penalty: 5529.108887
	Iteration 26Q: 3 clusters Score -8136102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -8136114.500000 Penalty: 5529.108887
	Iteration 27Q: 3 clusters Score -8136114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -8136116.000000 Penalty: 5529.108887
	Iteration 28Q: 3 clusters Score -8136116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -8136133.000000 Penalty: 5529.108887
	Iteration 29Q: 3 clusters Score -8136133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -8136152.500000 Penalty: 5529.108887
	Iteration 30Q: 3 clusters Score -8136152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -8136173.500000 Penalty: 5529.108887
	Iteration 31Q: 3 clusters Score -8136174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8136168.500000 Penalty: 5529.108887
	Iteration 32Q: 3 clusters Score -8136168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -8136166.500000 Penalty: 5529.108887
	Iteration 33Q: 3 clusters Score -8136166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -8136170.000000 Penalty: 5529.108887
	Iteration 34Q: 3 clusters Score -8136170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -8136180.000000 Penalty: 5529.108887
	Iteration 35Q: 3 clusters Score -8136180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -8136182.500000 Penalty: 5529.108887
	Iteration 36Q: 3 clusters Score -8136182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -8136178.000000 Penalty: 5529.108887
	Iteration 37Q: 3 clusters Score -8136178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -8136184.500000 Penalty: 5529.108887
	Iteration 38Q: 3 clusters Score -8136184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -8136192.000000 Penalty: 5529.108887
	Iteration 39Q: 3 clusters Score -8136192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -8136199.500000 Penalty: 5529.108887
	Iteration 40F: 3 clusters Score -8136200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -8136212.000000 Penalty: 5529.108887
	Iteration 41Q: 3 clusters Score -8136212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -8136211.000000 Penalty: 5529.108887
	Iteration 42Q: 3 clusters Score -8136211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -8136211.000000 Penalty: 5529.108887
	Iteration 43Q: 3 clusters Score -8136211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -8136220.000000 Penalty: 5529.108887
	Iteration 44Q: 3 clusters Score -8136220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -8136213.500000 Penalty: 5529.108887
	Iteration 45Q: 3 clusters Score -8136214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -8136213.000000 Penalty: 5529.108887
	Iteration 46Q: 3 clusters Score -8136213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -8136229.500000 Penalty: 5529.108887
	Iteration 47Q: 3 clusters Score -8136230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -8136233.500000 Penalty: 5529.108887
	Iteration 48Q: 3 clusters Score -8136234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -8136228.500000 Penalty: 5529.108887
	Iteration 49Q: 3 clusters Score -8136228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -8136223.000000 Penalty: 5529.108887
	Iteration 50Q: 3 clusters Score -8136223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -8136222.500000 Penalty: 5529.108887
	Iteration 51Q: 3 clusters Score -8136222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -8136223.500000 Penalty: 5529.108887
	Iteration 52Q: 3 clusters Score -8136224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -8136229.000000 Penalty: 5529.108887
	Iteration 53Q: 3 clusters Score -8136229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -8136229.000000 Penalty: 5529.108887
	Iteration 54F: 3 clusters Score -8136229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 57903 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 65451 members 
Entering Unmasked Estep 
Score: -183794480.000000 Penalty: 74434.289062
Splitting cluster 7 changes total score from -183789840.000000 to -183794480.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (194840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194840 members 
Entering Unmasked Estep 
Score: -22867444.000000 Penalty: 3020.623535
	Iteration 0F: 2 clusters Score -2.286744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -22739484.000000 Penalty: 6041.247070
	Iteration 0F: 3 clusters Score -2.273948e+07 nChanged 93346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -22794692.000000 Penalty: 6041.247070
	Iteration 1F: 3 clusters Score -2.279469e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -22796324.000000 Penalty: 6041.247070
	Iteration 2Q: 3 clusters Score -2.279632e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -22798492.000000 Penalty: 6041.247070
	Iteration 3Q: 3 clusters Score -2.279849e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -22801680.000000 Penalty: 6041.247070
	Iteration 4Q: 3 clusters Score -2.280168e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -22806934.000000 Penalty: 6041.247070
	Iteration 5Q: 3 clusters Score -2.280693e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102577 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -22814494.000000 Penalty: 6041.247070
	Iteration 6F: 3 clusters Score -2.281449e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -22824328.000000 Penalty: 6041.247070
	Iteration 7F: 3 clusters Score -2.282433e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -22835482.000000 Penalty: 6041.247070
	Iteration 8F: 3 clusters Score -2.283548e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105873 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -22842396.000000 Penalty: 6041.247070
	Iteration 9F: 3 clusters Score -2.28424e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -22844920.000000 Penalty: 6041.247070
	Iteration 10Q: 3 clusters Score -2.284492e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -22845756.000000 Penalty: 6041.247070
	Iteration 11Q: 3 clusters Score -2.284576e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -22846462.000000 Penalty: 6041.247070
	Iteration 12Q: 3 clusters Score -2.284646e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -22846990.000000 Penalty: 6041.247070
	Iteration 13Q: 3 clusters Score -2.284699e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -22847698.000000 Penalty: 6041.247070
	Iteration 14Q: 3 clusters Score -2.28477e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -22848262.000000 Penalty: 6041.247070
	Iteration 15Q: 3 clusters Score -2.284826e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -22848956.000000 Penalty: 6041.247070
	Iteration 16Q: 3 clusters Score -2.284896e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -22849658.000000 Penalty: 6041.247070
	Iteration 17Q: 3 clusters Score -2.284966e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -22850356.000000 Penalty: 6041.247070
	Iteration 18Q: 3 clusters Score -2.285036e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -22851072.000000 Penalty: 6041.247070
	Iteration 19Q: 3 clusters Score -2.285107e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -22851662.000000 Penalty: 6041.247070
	Iteration 20F: 3 clusters Score -2.285166e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -22852232.000000 Penalty: 6041.247070
	Iteration 21Q: 3 clusters Score -2.285223e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -22852772.000000 Penalty: 6041.247070
	Iteration 22Q: 3 clusters Score -2.285277e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -22853108.000000 Penalty: 6041.247070
	Iteration 23Q: 3 clusters Score -2.285311e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -22853584.000000 Penalty: 6041.247070
	Iteration 24Q: 3 clusters Score -2.285358e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -22853938.000000 Penalty: 6041.247070
	Iteration 25Q: 3 clusters Score -2.285394e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -22854292.000000 Penalty: 6041.247070
	Iteration 26Q: 3 clusters Score -2.285429e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -22854670.000000 Penalty: 6041.247070
	Iteration 27Q: 3 clusters Score -2.285467e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135105 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -22854964.000000 Penalty: 6041.247070
	Iteration 28Q: 3 clusters Score -2.285496e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -22855336.000000 Penalty: 6041.247070
	Iteration 29Q: 3 clusters Score -2.285534e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137670 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -22855662.000000 Penalty: 6041.247070
	Iteration 30Q: 3 clusters Score -2.285566e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -22855932.000000 Penalty: 6041.247070
	Iteration 31Q: 3 clusters Score -2.285593e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140140 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -22856194.000000 Penalty: 6041.247070
	Iteration 32Q: 3 clusters Score -2.285619e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141352 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -22856532.000000 Penalty: 6041.247070
	Iteration 33Q: 3 clusters Score -2.285653e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142606 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -22856718.000000 Penalty: 6041.247070
	Iteration 34Q: 3 clusters Score -2.285672e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -22856950.000000 Penalty: 6041.247070
	Iteration 35Q: 3 clusters Score -2.285695e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144952 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -22857134.000000 Penalty: 6041.247070
	Iteration 36Q: 3 clusters Score -2.285713e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -22857314.000000 Penalty: 6041.247070
	Iteration 37Q: 3 clusters Score -2.285731e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -22857456.000000 Penalty: 6041.247070
	Iteration 38Q: 3 clusters Score -2.285746e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -22857632.000000 Penalty: 6041.247070
	Iteration 39Q: 3 clusters Score -2.285763e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -22857858.000000 Penalty: 6041.247070
	Iteration 40F: 3 clusters Score -2.285786e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -22857942.000000 Penalty: 6041.247070
	Iteration 41Q: 3 clusters Score -2.285794e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -22858092.000000 Penalty: 6041.247070
	Iteration 42Q: 3 clusters Score -2.285809e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -22858328.000000 Penalty: 6041.247070
	Iteration 43Q: 3 clusters Score -2.285833e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -22858576.000000 Penalty: 6041.247070
	Iteration 44Q: 3 clusters Score -2.285858e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -22858722.000000 Penalty: 6041.247070
	Iteration 45Q: 3 clusters Score -2.285872e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -22858922.000000 Penalty: 6041.247070
	Iteration 46Q: 3 clusters Score -2.285892e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -22859114.000000 Penalty: 6041.247070
	Iteration 47Q: 3 clusters Score -2.285911e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -22859192.000000 Penalty: 6041.247070
	Iteration 48Q: 3 clusters Score -2.285919e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159285 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -22859386.000000 Penalty: 6041.247070
	Iteration 49Q: 3 clusters Score -2.285939e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -22859516.000000 Penalty: 6041.247070
	Iteration 50Q: 3 clusters Score -2.285952e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161474 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -22859684.000000 Penalty: 6041.247070
	Iteration 51Q: 3 clusters Score -2.285968e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -22859818.000000 Penalty: 6041.247070
	Iteration 52Q: 3 clusters Score -2.285982e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -22859898.000000 Penalty: 6041.247070
	Iteration 53Q: 3 clusters Score -2.28599e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -22860010.000000 Penalty: 6041.247070
	Iteration 54Q: 3 clusters Score -2.286001e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -22860140.000000 Penalty: 6041.247070
	Iteration 55Q: 3 clusters Score -2.286014e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -22860224.000000 Penalty: 6041.247070
	Iteration 56Q: 3 clusters Score -2.286022e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -22860320.000000 Penalty: 6041.247070
	Iteration 57Q: 3 clusters Score -2.286032e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -22860548.000000 Penalty: 6041.247070
	Iteration 58Q: 3 clusters Score -2.286055e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170348 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -22860814.000000 Penalty: 6041.247070
	Iteration 59Q: 3 clusters Score -2.286081e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -22861012.000000 Penalty: 6041.247070
	Iteration 60F: 3 clusters Score -2.286101e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -22861260.000000 Penalty: 6041.247070
	Iteration 61Q: 3 clusters Score -2.286126e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173816 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -22861456.000000 Penalty: 6041.247070
	Iteration 62Q: 3 clusters Score -2.286146e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -22861636.000000 Penalty: 6041.247070
	Iteration 63Q: 3 clusters Score -2.286164e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -22861850.000000 Penalty: 6041.247070
	Iteration 64Q: 3 clusters Score -2.286185e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177311 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -22862106.000000 Penalty: 6041.247070
	Iteration 65Q: 3 clusters Score -2.286211e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -22862252.000000 Penalty: 6041.247070
	Iteration 66Q: 3 clusters Score -2.286225e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179427 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -22862544.000000 Penalty: 6041.247070
	Iteration 67Q: 3 clusters Score -2.286254e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -22862790.000000 Penalty: 6041.247070
	Iteration 68Q: 3 clusters Score -2.286279e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -22862970.000000 Penalty: 6041.247070
	Iteration 69Q: 3 clusters Score -2.286297e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -22863336.000000 Penalty: 6041.247070
	Iteration 70Q: 3 clusters Score -2.286334e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183424 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -22863636.000000 Penalty: 6041.247070
	Iteration 71Q: 3 clusters Score -2.286364e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184291 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -22863966.000000 Penalty: 6041.247070
	Iteration 72Q: 3 clusters Score -2.286397e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -22864188.000000 Penalty: 6041.247070
	Iteration 73Q: 3 clusters Score -2.286419e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185830 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -22864344.000000 Penalty: 6041.247070
	Iteration 74Q: 3 clusters Score -2.286434e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186483 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -22864490.000000 Penalty: 6041.247070
	Iteration 75Q: 3 clusters Score -2.286449e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -22864678.000000 Penalty: 6041.247070
	Iteration 76Q: 3 clusters Score -2.286468e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187636 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -22864820.000000 Penalty: 6041.247070
	Iteration 77Q: 3 clusters Score -2.286482e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -22865002.000000 Penalty: 6041.247070
	Iteration 78Q: 3 clusters Score -2.2865e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -22865148.000000 Penalty: 6041.247070
	Iteration 79Q: 3 clusters Score -2.286515e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -22865260.000000 Penalty: 6041.247070
	Iteration 80F: 3 clusters Score -2.286526e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -22865328.000000 Penalty: 6041.247070
	Iteration 81Q: 3 clusters Score -2.286533e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22865384.000000 Penalty: 6041.247070
	Iteration 82Q: 3 clusters Score -2.286538e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189620 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -22865428.000000 Penalty: 6041.247070
	Iteration 83Q: 3 clusters Score -2.286543e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189810 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -22865486.000000 Penalty: 6041.247070
	Iteration 84Q: 3 clusters Score -2.286549e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -22865502.000000 Penalty: 6041.247070
	Iteration 85Q: 3 clusters Score -2.28655e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190163 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -22865594.000000 Penalty: 6041.247070
	Iteration 86Q: 3 clusters Score -2.286559e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -22865576.000000 Penalty: 6041.247070
	Iteration 87Q: 3 clusters Score -2.286558e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190467 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -22865606.000000 Penalty: 6041.247070
	Iteration 88Q: 3 clusters Score -2.286561e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -22865656.000000 Penalty: 6041.247070
	Iteration 89Q: 3 clusters Score -2.286566e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190685 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -22865674.000000 Penalty: 6041.247070
	Iteration 90Q: 3 clusters Score -2.286567e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190756 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -22865662.000000 Penalty: 6041.247070
	Iteration 91Q: 3 clusters Score -2.286566e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190819 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -22865708.000000 Penalty: 6041.247070
	Iteration 92Q: 3 clusters Score -2.286571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190867 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -22865670.000000 Penalty: 6041.247070
	Iteration 93Q: 3 clusters Score -2.286567e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190907 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -22865686.000000 Penalty: 6041.247070
	Iteration 94Q: 3 clusters Score -2.286569e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190949 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -22865722.000000 Penalty: 6041.247070
	Iteration 95Q: 3 clusters Score -2.286572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -22865748.000000 Penalty: 6041.247070
	Iteration 96Q: 3 clusters Score -2.286575e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191025 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -22865760.000000 Penalty: 6041.247070
	Iteration 97Q: 3 clusters Score -2.286576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191050 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -22865762.000000 Penalty: 6041.247070
	Iteration 98Q: 3 clusters Score -2.286576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191074 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -22865772.000000 Penalty: 6041.247070
	Iteration 99Q: 3 clusters Score -2.286577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -22865794.000000 Penalty: 6041.247070
	Iteration 100F: 3 clusters Score -2.286579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191128 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -22865758.000000 Penalty: 6041.247070
	Iteration 101Q: 3 clusters Score -2.286576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191154 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -22865756.000000 Penalty: 6041.247070
	Iteration 102Q: 3 clusters Score -2.286576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191179 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -22865756.000000 Penalty: 6041.247070
	Iteration 103Q: 3 clusters Score -2.286576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191200 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -22865780.000000 Penalty: 6041.247070
	Iteration 104Q: 3 clusters Score -2.286578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191217 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -22865804.000000 Penalty: 6041.247070
	Iteration 105Q: 3 clusters Score -2.28658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191237 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -22865808.000000 Penalty: 6041.247070
	Iteration 106Q: 3 clusters Score -2.286581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -22865780.000000 Penalty: 6041.247070
	Iteration 107Q: 3 clusters Score -2.286578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191274 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -22865766.000000 Penalty: 6041.247070
	Iteration 108Q: 3 clusters Score -2.286577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191298 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22865754.000000 Penalty: 6041.247070
	Iteration 109Q: 3 clusters Score -2.286575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22865746.000000 Penalty: 6041.247070
	Iteration 110Q: 3 clusters Score -2.286575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191319 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -22865754.000000 Penalty: 6041.247070
	Iteration 111Q: 3 clusters Score -2.286575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191333 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -22865732.000000 Penalty: 6041.247070
	Iteration 112Q: 3 clusters Score -2.286573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191342 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -22865750.000000 Penalty: 6041.247070
	Iteration 113Q: 3 clusters Score -2.286575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191356 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -22865752.000000 Penalty: 6041.247070
	Iteration 114Q: 3 clusters Score -2.286575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191369 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22865780.000000 Penalty: 6041.247070
	Iteration 115Q: 3 clusters Score -2.286578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191382 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -22865764.000000 Penalty: 6041.247070
	Iteration 116Q: 3 clusters Score -2.286576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -22865758.000000 Penalty: 6041.247070
	Iteration 117Q: 3 clusters Score -2.286576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191398 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -22865774.000000 Penalty: 6041.247070
	Iteration 118Q: 3 clusters Score -2.286577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191404 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22865758.000000 Penalty: 6041.247070
	Iteration 119Q: 3 clusters Score -2.286576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -22865760.000000 Penalty: 6041.247070
	Iteration 120F: 3 clusters Score -2.286576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -22865784.000000 Penalty: 6041.247070
	Iteration 121Q: 3 clusters Score -2.286578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191432 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -22865776.000000 Penalty: 6041.247070
	Iteration 122Q: 3 clusters Score -2.286578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191437 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -22865788.000000 Penalty: 6041.247070
	Iteration 123Q: 3 clusters Score -2.286579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22865800.000000 Penalty: 6041.247070
	Iteration 124Q: 3 clusters Score -2.28658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191445 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -22865802.000000 Penalty: 6041.247070
	Iteration 125Q: 3 clusters Score -2.28658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -22865792.000000 Penalty: 6041.247070
	Iteration 126Q: 3 clusters Score -2.286579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191450 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -22865794.000000 Penalty: 6041.247070
	Iteration 127Q: 3 clusters Score -2.286579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -22865796.000000 Penalty: 6041.247070
	Iteration 128Q: 3 clusters Score -2.28658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -22865798.000000 Penalty: 6041.247070
	Iteration 129Q: 3 clusters Score -2.28658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191455 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -22865804.000000 Penalty: 6041.247070
	Iteration 130Q: 3 clusters Score -2.28658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191456 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -22865800.000000 Penalty: 6041.247070
	Iteration 131Q: 3 clusters Score -2.28658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191457 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22865796.000000 Penalty: 6041.247070
	Iteration 132Q: 3 clusters Score -2.28658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191458 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22865796.000000 Penalty: 6041.247070
	Iteration 133Q: 3 clusters Score -2.28658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -22865788.000000 Penalty: 6041.247070
	Iteration 134Q: 3 clusters Score -2.286579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191463 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -22865788.000000 Penalty: 6041.247070
	Iteration 135Q: 3 clusters Score -2.286579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191464 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22865794.000000 Penalty: 6041.247070
	Iteration 136Q: 3 clusters Score -2.286579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191464 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22865802.000000 Penalty: 6041.247070
	Iteration 137Q: 3 clusters Score -2.28658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191466 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -22865798.000000 Penalty: 6041.247070
	Iteration 138Q: 3 clusters Score -2.28658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -22865796.000000 Penalty: 6041.247070
	Iteration 139Q: 3 clusters Score -2.28658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191470 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -22865790.000000 Penalty: 6041.247070
	Iteration 140F: 3 clusters Score -2.286579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191469 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -22865794.000000 Penalty: 6041.247070
	Iteration 141Q: 3 clusters Score -2.286579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191469 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -22865794.000000 Penalty: 6041.247070
	Iteration 142F: 3 clusters Score -2.286579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -492830.468750 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -492830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -488552.656250 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -488552.7 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -493753.906250 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -493753.9 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -497237.718750 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -497237.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -499748.562500 Penalty: 4247.119141
	Iteration 3F: 3 clusters Score -499748.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -501854.500000 Penalty: 4247.119141
	Iteration 4F: 3 clusters Score -501854.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -502960.718750 Penalty: 4247.119141
	Iteration 5Q: 3 clusters Score -502960.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -503844.468750 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -503844.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -505245.562500 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -505245.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -507600.125000 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -507600.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -507772.281250 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -507772.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -508009.500000 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -508009.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -508669.218750 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -508669.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -509741.281250 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -509741.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -510591.375000 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -510591.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -510817.093750 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -510817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -510844.281250 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -510844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -510846.625000 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -510846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -510849.968750 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -510850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -510849.406250 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -510849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -510850.437500 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -510850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -510879.187500 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -510879.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -510984.375000 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -510984.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -511218.125000 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -511218.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -511363.812500 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -511363.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -511405.531250 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -511405.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -511453.343750 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -511453.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -511515.437500 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -511515.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -511547.500000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -511547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -511555.406250 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -511555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -511560.281250 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -511560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -511560.625000 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -511560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -511560.625000 Penalty: 4247.119141
	Iteration 31F: 3 clusters Score -511560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 57903 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 65451 members 
Mstep: Class 22 contains 3728 members 
Entering Unmasked Estep 
Score: -183803824.000000 Penalty: 77978.781250
Splitting cluster 10 changes total score from -183789840.000000 to -183803824.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (19732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Entering Unmasked Estep 
Score: -2313534.250000 Penalty: 2452.719238
	Iteration 0F: 2 clusters Score -2313534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2299699.500000 Penalty: 4905.438477
	Iteration 0F: 3 clusters Score -2299700 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2304194.000000 Penalty: 4905.438477
	Iteration 1F: 3 clusters Score -2304194 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2304546.250000 Penalty: 4905.438477
	Iteration 2F: 3 clusters Score -2304546 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2304800.750000 Penalty: 4905.438477
	Iteration 3Q: 3 clusters Score -2304801 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2305024.000000 Penalty: 4905.438477
	Iteration 4Q: 3 clusters Score -2305024 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2305255.750000 Penalty: 4905.438477
	Iteration 5Q: 3 clusters Score -2305256 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2305527.000000 Penalty: 4905.438477
	Iteration 6Q: 3 clusters Score -2305527 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2305889.500000 Penalty: 4905.438477
	Iteration 7Q: 3 clusters Score -2305890 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2306350.500000 Penalty: 4905.438477
	Iteration 8Q: 3 clusters Score -2306350 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2306972.500000 Penalty: 4905.438477
	Iteration 9F: 3 clusters Score -2306972 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2307818.500000 Penalty: 4905.438477
	Iteration 10F: 3 clusters Score -2307818 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2308774.750000 Penalty: 4905.438477
	Iteration 11F: 3 clusters Score -2308775 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2309662.500000 Penalty: 4905.438477
	Iteration 12F: 3 clusters Score -2309662 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2310342.500000 Penalty: 4905.438477
	Iteration 13Q: 3 clusters Score -2310342 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2310759.500000 Penalty: 4905.438477
	Iteration 14Q: 3 clusters Score -2310760 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2311000.250000 Penalty: 4905.438477
	Iteration 15Q: 3 clusters Score -2311000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2311122.500000 Penalty: 4905.438477
	Iteration 16Q: 3 clusters Score -2311122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2311213.250000 Penalty: 4905.438477
	Iteration 17Q: 3 clusters Score -2311213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2311257.000000 Penalty: 4905.438477
	Iteration 18Q: 3 clusters Score -2311257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2311289.750000 Penalty: 4905.438477
	Iteration 19Q: 3 clusters Score -2311290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2311301.500000 Penalty: 4905.438477
	Iteration 20F: 3 clusters Score -2311302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2311320.500000 Penalty: 4905.438477
	Iteration 21Q: 3 clusters Score -2311320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2311343.250000 Penalty: 4905.438477
	Iteration 22Q: 3 clusters Score -2311343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2311358.250000 Penalty: 4905.438477
	Iteration 23Q: 3 clusters Score -2311358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2311362.500000 Penalty: 4905.438477
	Iteration 24Q: 3 clusters Score -2311362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2311366.500000 Penalty: 4905.438477
	Iteration 25Q: 3 clusters Score -2311366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2311371.500000 Penalty: 4905.438477
	Iteration 26Q: 3 clusters Score -2311372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2311373.250000 Penalty: 4905.438477
	Iteration 27Q: 3 clusters Score -2311373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2311377.750000 Penalty: 4905.438477
	Iteration 28Q: 3 clusters Score -2311378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2311379.000000 Penalty: 4905.438477
	Iteration 29Q: 3 clusters Score -2311379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2311380.250000 Penalty: 4905.438477
	Iteration 30Q: 3 clusters Score -2311380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2311380.250000 Penalty: 4905.438477
	Iteration 31F: 3 clusters Score -2311380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Entering Unmasked Estep 
Score: -6755215.000000 Penalty: 2719.697998
	Iteration 0F: 2 clusters Score -6755215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -6716491.500000 Penalty: 5439.395996
	Iteration 0F: 3 clusters Score -6716492 nChanged 26836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -6731999.500000 Penalty: 5439.395996
	Iteration 1F: 3 clusters Score -6732000 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -6733229.500000 Penalty: 5439.395996
	Iteration 2Q: 3 clusters Score -6733230 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -6735261.500000 Penalty: 5439.395996
	Iteration 3F: 3 clusters Score -6735262 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -6738677.500000 Penalty: 5439.395996
	Iteration 4F: 3 clusters Score -6738678 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6743297.000000 Penalty: 5439.395996
	Iteration 5F: 3 clusters Score -6743297 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -6747804.000000 Penalty: 5439.395996
	Iteration 6F: 3 clusters Score -6747804 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -6752763.000000 Penalty: 5439.395996
	Iteration 7F: 3 clusters Score -6752763 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -6758446.500000 Penalty: 5439.395996
	Iteration 8F: 3 clusters Score -6758446 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -6762700.000000 Penalty: 5439.395996
	Iteration 9F: 3 clusters Score -6762700 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6764496.000000 Penalty: 5439.395996
	Iteration 10Q: 3 clusters Score -6764496 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -6765049.500000 Penalty: 5439.395996
	Iteration 11Q: 3 clusters Score -6765050 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -6765223.500000 Penalty: 5439.395996
	Iteration 12Q: 3 clusters Score -6765224 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -6765293.000000 Penalty: 5439.395996
	Iteration 13Q: 3 clusters Score -6765293 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6765308.000000 Penalty: 5439.395996
	Iteration 14Q: 3 clusters Score -6765308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6765335.000000 Penalty: 5439.395996
	Iteration 15Q: 3 clusters Score -6765335 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6765344.000000 Penalty: 5439.395996
	Iteration 16Q: 3 clusters Score -6765344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -6765352.500000 Penalty: 5439.395996
	Iteration 17Q: 3 clusters Score -6765352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -6765369.000000 Penalty: 5439.395996
	Iteration 18Q: 3 clusters Score -6765369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -6765370.500000 Penalty: 5439.395996
	Iteration 19Q: 3 clusters Score -6765370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -6765381.000000 Penalty: 5439.395996
	Iteration 20F: 3 clusters Score -6765381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -6765374.500000 Penalty: 5439.395996
	Iteration 21Q: 3 clusters Score -6765374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -6765375.000000 Penalty: 5439.395996
	Iteration 22Q: 3 clusters Score -6765375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -6765381.000000 Penalty: 5439.395996
	Iteration 23Q: 3 clusters Score -6765381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -6765369.500000 Penalty: 5439.395996
	Iteration 24Q: 3 clusters Score -6765370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6765352.500000 Penalty: 5439.395996
	Iteration 25Q: 3 clusters Score -6765352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -6765351.000000 Penalty: 5439.395996
	Iteration 26Q: 3 clusters Score -6765351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -6765357.500000 Penalty: 5439.395996
	Iteration 27Q: 3 clusters Score -6765358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -6765357.500000 Penalty: 5439.395996
	Iteration 28Q: 3 clusters Score -6765358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -6765356.500000 Penalty: 5439.395996
	Iteration 29Q: 3 clusters Score -6765356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6765351.500000 Penalty: 5439.395996
	Iteration 30Q: 3 clusters Score -6765352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -6765353.500000 Penalty: 5439.395996
	Iteration 31Q: 3 clusters Score -6765354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -6765359.500000 Penalty: 5439.395996
	Iteration 32Q: 3 clusters Score -6765360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -6765359.500000 Penalty: 5439.395996
	Iteration 33F: 3 clusters Score -6765360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 35118 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 65451 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 22785 members 
Entering Unmasked Estep 
Score: -183813104.000000 Penalty: 81523.273438
Splitting cluster 12 changes total score from -183789840.000000 to -183813104.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (84083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Entering Unmasked Estep 
Score: -9792429.000000 Penalty: 2812.210693
	Iteration 0F: 2 clusters Score -9792429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -9736187.000000 Penalty: 5624.421387
	Iteration 0F: 3 clusters Score -9736187 nChanged 39645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -9758552.000000 Penalty: 5624.421387
	Iteration 1F: 3 clusters Score -9758552 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -9759075.000000 Penalty: 5624.421387
	Iteration 2Q: 3 clusters Score -9759075 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -9759756.000000 Penalty: 5624.421387
	Iteration 3Q: 3 clusters Score -9759756 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -9760597.000000 Penalty: 5624.421387
	Iteration 4Q: 3 clusters Score -9760597 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -9761888.000000 Penalty: 5624.421387
	Iteration 5Q: 3 clusters Score -9761888 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -9763894.000000 Penalty: 5624.421387
	Iteration 6Q: 3 clusters Score -9763894 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -9767331.000000 Penalty: 5624.421387
	Iteration 7F: 3 clusters Score -9767331 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -9772316.000000 Penalty: 5624.421387
	Iteration 8F: 3 clusters Score -9772316 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -9778458.000000 Penalty: 5624.421387
	Iteration 9F: 3 clusters Score -9778458 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -9783752.000000 Penalty: 5624.421387
	Iteration 10F: 3 clusters Score -9783752 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -9787010.000000 Penalty: 5624.421387
	Iteration 11Q: 3 clusters Score -9787010 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -9788902.000000 Penalty: 5624.421387
	Iteration 12Q: 3 clusters Score -9788902 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9789889.000000 Penalty: 5624.421387
	Iteration 13Q: 3 clusters Score -9789889 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9790492.000000 Penalty: 5624.421387
	Iteration 14Q: 3 clusters Score -9790492 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9790813.000000 Penalty: 5624.421387
	Iteration 15Q: 3 clusters Score -9790813 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9791035.000000 Penalty: 5624.421387
	Iteration 16Q: 3 clusters Score -9791035 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9791204.000000 Penalty: 5624.421387
	Iteration 17Q: 3 clusters Score -9791204 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9791322.000000 Penalty: 5624.421387
	Iteration 18Q: 3 clusters Score -9791322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9791415.000000 Penalty: 5624.421387
	Iteration 19Q: 3 clusters Score -9791415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9791479.000000 Penalty: 5624.421387
	Iteration 20F: 3 clusters Score -9791479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9791505.000000 Penalty: 5624.421387
	Iteration 21Q: 3 clusters Score -9791505 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9791530.000000 Penalty: 5624.421387
	Iteration 22Q: 3 clusters Score -9791530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9791556.000000 Penalty: 5624.421387
	Iteration 23Q: 3 clusters Score -9791556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9791562.000000 Penalty: 5624.421387
	Iteration 24Q: 3 clusters Score -9791562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9791574.000000 Penalty: 5624.421387
	Iteration 25Q: 3 clusters Score -9791574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9791572.000000 Penalty: 5624.421387
	Iteration 26Q: 3 clusters Score -9791572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9791555.000000 Penalty: 5624.421387
	Iteration 27Q: 3 clusters Score -9791555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9791565.000000 Penalty: 5624.421387
	Iteration 28Q: 3 clusters Score -9791565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9791573.000000 Penalty: 5624.421387
	Iteration 29Q: 3 clusters Score -9791573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9791568.000000 Penalty: 5624.421387
	Iteration 30Q: 3 clusters Score -9791568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9791559.000000 Penalty: 5624.421387
	Iteration 31Q: 3 clusters Score -9791559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -9791558.000000 Penalty: 5624.421387
	Iteration 32Q: 3 clusters Score -9791558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9791561.000000 Penalty: 5624.421387
	Iteration 33Q: 3 clusters Score -9791561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9791557.000000 Penalty: 5624.421387
	Iteration 34Q: 3 clusters Score -9791557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9791564.000000 Penalty: 5624.421387
	Iteration 35Q: 3 clusters Score -9791564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9791564.000000 Penalty: 5624.421387
	Iteration 36Q: 3 clusters Score -9791564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -9791548.000000 Penalty: 5624.421387
	Iteration 37Q: 3 clusters Score -9791548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9791549.000000 Penalty: 5624.421387
	Iteration 38Q: 3 clusters Score -9791549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9791553.000000 Penalty: 5624.421387
	Iteration 39Q: 3 clusters Score -9791553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9791551.000000 Penalty: 5624.421387
	Iteration 40F: 3 clusters Score -9791551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9791546.000000 Penalty: 5624.421387
	Iteration 41Q: 3 clusters Score -9791546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9791549.000000 Penalty: 5624.421387
	Iteration 42Q: 3 clusters Score -9791549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9791549.000000 Penalty: 5624.421387
	Iteration 43F: 3 clusters Score -9791549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Entering Unmasked Estep 
Score: -1430469.000000 Penalty: 2338.927979
	Iteration 0F: 2 clusters Score -1430469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1421352.250000 Penalty: 4677.855957
	Iteration 0F: 3 clusters Score -1421352 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1423953.000000 Penalty: 4677.855957
	Iteration 1F: 3 clusters Score -1423953 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1424227.250000 Penalty: 4677.855957
	Iteration 2F: 3 clusters Score -1424227 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1424409.500000 Penalty: 4677.855957
	Iteration 3Q: 3 clusters Score -1424410 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1424559.625000 Penalty: 4677.855957
	Iteration 4Q: 3 clusters Score -1424560 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1424689.375000 Penalty: 4677.855957
	Iteration 5Q: 3 clusters Score -1424689 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1424801.500000 Penalty: 4677.855957
	Iteration 6Q: 3 clusters Score -1424802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1424911.000000 Penalty: 4677.855957
	Iteration 7Q: 3 clusters Score -1424911 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1425052.375000 Penalty: 4677.855957
	Iteration 8Q: 3 clusters Score -1425052 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1425259.250000 Penalty: 4677.855957
	Iteration 9Q: 3 clusters Score -1425259 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1425566.000000 Penalty: 4677.855957
	Iteration 10Q: 3 clusters Score -1425566 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1426046.625000 Penalty: 4677.855957
	Iteration 11Q: 3 clusters Score -1426047 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1426848.625000 Penalty: 4677.855957
	Iteration 12F: 3 clusters Score -1426849 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1427985.250000 Penalty: 4677.855957
	Iteration 13F: 3 clusters Score -1427985 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1428927.625000 Penalty: 4677.855957
	Iteration 14F: 3 clusters Score -1428928 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1429457.000000 Penalty: 4677.855957
	Iteration 15F: 3 clusters Score -1429457 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1429718.500000 Penalty: 4677.855957
	Iteration 16Q: 3 clusters Score -1429718 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1429826.750000 Penalty: 4677.855957
	Iteration 17Q: 3 clusters Score -1429827 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1429883.625000 Penalty: 4677.855957
	Iteration 18Q: 3 clusters Score -1429884 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1429929.875000 Penalty: 4677.855957
	Iteration 19Q: 3 clusters Score -1429930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1429956.750000 Penalty: 4677.855957
	Iteration 20F: 3 clusters Score -1429957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1429972.875000 Penalty: 4677.855957
	Iteration 21Q: 3 clusters Score -1429973 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1429998.375000 Penalty: 4677.855957
	Iteration 22Q: 3 clusters Score -1429998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1430011.250000 Penalty: 4677.855957
	Iteration 23Q: 3 clusters Score -1430011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1430016.250000 Penalty: 4677.855957
	Iteration 24Q: 3 clusters Score -1430016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1430026.375000 Penalty: 4677.855957
	Iteration 25Q: 3 clusters Score -1430026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1430040.500000 Penalty: 4677.855957
	Iteration 26Q: 3 clusters Score -1430040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1430053.375000 Penalty: 4677.855957
	Iteration 27Q: 3 clusters Score -1430053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1430059.750000 Penalty: 4677.855957
	Iteration 28Q: 3 clusters Score -1430060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1430068.875000 Penalty: 4677.855957
	Iteration 29Q: 3 clusters Score -1430069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1430072.500000 Penalty: 4677.855957
	Iteration 30Q: 3 clusters Score -1430072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1430078.250000 Penalty: 4677.855957
	Iteration 31Q: 3 clusters Score -1430078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1430080.375000 Penalty: 4677.855957
	Iteration 32Q: 3 clusters Score -1430080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1430086.250000 Penalty: 4677.855957
	Iteration 33Q: 3 clusters Score -1430086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1430086.625000 Penalty: 4677.855957
	Iteration 34Q: 3 clusters Score -1430087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1430088.875000 Penalty: 4677.855957
	Iteration 35Q: 3 clusters Score -1430089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1430088.125000 Penalty: 4677.855957
	Iteration 36Q: 3 clusters Score -1430088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1430091.125000 Penalty: 4677.855957
	Iteration 37Q: 3 clusters Score -1430091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1430095.750000 Penalty: 4677.855957
	Iteration 38Q: 3 clusters Score -1430096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1430093.625000 Penalty: 4677.855957
	Iteration 39Q: 3 clusters Score -1430094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1430095.000000 Penalty: 4677.855957
	Iteration 40F: 3 clusters Score -1430095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1430095.000000 Penalty: 4677.855957
	Iteration 41Q: 3 clusters Score -1430095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1430100.875000 Penalty: 4677.855957
	Iteration 42Q: 3 clusters Score -1430101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1430100.125000 Penalty: 4677.855957
	Iteration 43Q: 3 clusters Score -1430100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1430099.500000 Penalty: 4677.855957
	Iteration 44Q: 3 clusters Score -1430100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1430100.750000 Penalty: 4677.855957
	Iteration 45Q: 3 clusters Score -1430101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1430104.125000 Penalty: 4677.855957
	Iteration 46Q: 3 clusters Score -1430104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1430106.750000 Penalty: 4677.855957
	Iteration 47Q: 3 clusters Score -1430107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1430104.500000 Penalty: 4677.855957
	Iteration 48Q: 3 clusters Score -1430104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1430103.625000 Penalty: 4677.855957
	Iteration 49Q: 3 clusters Score -1430104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1430104.000000 Penalty: 4677.855957
	Iteration 50Q: 3 clusters Score -1430104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1430105.875000 Penalty: 4677.855957
	Iteration 51Q: 3 clusters Score -1430106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1430104.875000 Penalty: 4677.855957
	Iteration 52Q: 3 clusters Score -1430105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1430104.875000 Penalty: 4677.855957
	Iteration 53F: 3 clusters Score -1430105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Entering Unmasked Estep 
Score: -18544354.000000 Penalty: 2967.709473
	Iteration 0F: 2 clusters Score -1.854435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -18438542.000000 Penalty: 5935.418945
	Iteration 0F: 3 clusters Score -1.843854e+07 nChanged 75584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -18482436.000000 Penalty: 5935.418945
	Iteration 1F: 3 clusters Score -1.848244e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -18483740.000000 Penalty: 5935.418945
	Iteration 2Q: 3 clusters Score -1.848374e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -18485594.000000 Penalty: 5935.418945
	Iteration 3Q: 3 clusters Score -1.848559e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -18488042.000000 Penalty: 5935.418945
	Iteration 4Q: 3 clusters Score -1.848804e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -18491322.000000 Penalty: 5935.418945
	Iteration 5Q: 3 clusters Score -1.849132e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -18496242.000000 Penalty: 5935.418945
	Iteration 6Q: 3 clusters Score -1.849624e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -18502338.000000 Penalty: 5935.418945
	Iteration 7F: 3 clusters Score -1.850234e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -18509690.000000 Penalty: 5935.418945
	Iteration 8F: 3 clusters Score -1.850969e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -18516436.000000 Penalty: 5935.418945
	Iteration 9F: 3 clusters Score -1.851644e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 117722 members 
Entering Unmasked Estep 
Score: -18521730.000000 Penalty: 5935.418945
	Iteration 10F: 3 clusters Score -1.852173e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -18525194.000000 Penalty: 5935.418945
	Iteration 11Q: 3 clusters Score -1.852519e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -18527050.000000 Penalty: 5935.418945
	Iteration 12Q: 3 clusters Score -1.852705e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -18528470.000000 Penalty: 5935.418945
	Iteration 13Q: 3 clusters Score -1.852847e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 128828 members 
Entering Unmasked Estep 
Score: -18529526.000000 Penalty: 5935.418945
	Iteration 14Q: 3 clusters Score -1.852953e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -18530584.000000 Penalty: 5935.418945
	Iteration 15Q: 3 clusters Score -1.853058e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 133902 members 
Entering Unmasked Estep 
Score: -18531604.000000 Penalty: 5935.418945
	Iteration 16Q: 3 clusters Score -1.85316e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -18532586.000000 Penalty: 5935.418945
	Iteration 17Q: 3 clusters Score -1.853259e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -18533726.000000 Penalty: 5935.418945
	Iteration 18Q: 3 clusters Score -1.853373e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 141177 members 
Entering Unmasked Estep 
Score: -18534766.000000 Penalty: 5935.418945
	Iteration 19Q: 3 clusters Score -1.853477e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -18535798.000000 Penalty: 5935.418945
	Iteration 20F: 3 clusters Score -1.85358e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -18536768.000000 Penalty: 5935.418945
	Iteration 21Q: 3 clusters Score -1.853677e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -18537614.000000 Penalty: 5935.418945
	Iteration 22Q: 3 clusters Score -1.853761e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 148995 members 
Entering Unmasked Estep 
Score: -18538340.000000 Penalty: 5935.418945
	Iteration 23Q: 3 clusters Score -1.853834e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -18539098.000000 Penalty: 5935.418945
	Iteration 24Q: 3 clusters Score -1.85391e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 151670 members 
Entering Unmasked Estep 
Score: -18539636.000000 Penalty: 5935.418945
	Iteration 25Q: 3 clusters Score -1.853964e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 152656 members 
Entering Unmasked Estep 
Score: -18540054.000000 Penalty: 5935.418945
	Iteration 26Q: 3 clusters Score -1.854005e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -18540406.000000 Penalty: 5935.418945
	Iteration 27Q: 3 clusters Score -1.854041e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -18540766.000000 Penalty: 5935.418945
	Iteration 28Q: 3 clusters Score -1.854077e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -18540976.000000 Penalty: 5935.418945
	Iteration 29Q: 3 clusters Score -1.854098e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 154926 members 
Entering Unmasked Estep 
Score: -18541100.000000 Penalty: 5935.418945
	Iteration 30Q: 3 clusters Score -1.85411e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -18541210.000000 Penalty: 5935.418945
	Iteration 31Q: 3 clusters Score -1.854121e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -18541318.000000 Penalty: 5935.418945
	Iteration 32Q: 3 clusters Score -1.854132e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -18541414.000000 Penalty: 5935.418945
	Iteration 33Q: 3 clusters Score -1.854141e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -18541464.000000 Penalty: 5935.418945
	Iteration 34Q: 3 clusters Score -1.854146e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -18541522.000000 Penalty: 5935.418945
	Iteration 35Q: 3 clusters Score -1.854152e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 155885 members 
Entering Unmasked Estep 
Score: -18541576.000000 Penalty: 5935.418945
	Iteration 36Q: 3 clusters Score -1.854158e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -18541614.000000 Penalty: 5935.418945
	Iteration 37Q: 3 clusters Score -1.854161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -18541622.000000 Penalty: 5935.418945
	Iteration 38Q: 3 clusters Score -1.854162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -18541658.000000 Penalty: 5935.418945
	Iteration 39Q: 3 clusters Score -1.854166e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -18541684.000000 Penalty: 5935.418945
	Iteration 40F: 3 clusters Score -1.854168e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -18541724.000000 Penalty: 5935.418945
	Iteration 41Q: 3 clusters Score -1.854172e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 156147 members 
Entering Unmasked Estep 
Score: -18541734.000000 Penalty: 5935.418945
	Iteration 42Q: 3 clusters Score -1.854173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -18541734.000000 Penalty: 5935.418945
	Iteration 43Q: 3 clusters Score -1.854173e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -18541744.000000 Penalty: 5935.418945
	Iteration 44Q: 3 clusters Score -1.854174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -18541756.000000 Penalty: 5935.418945
	Iteration 45Q: 3 clusters Score -1.854176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 156254 members 
Entering Unmasked Estep 
Score: -18541764.000000 Penalty: 5935.418945
	Iteration 46Q: 3 clusters Score -1.854176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -18541780.000000 Penalty: 5935.418945
	Iteration 47Q: 3 clusters Score -1.854178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -18541764.000000 Penalty: 5935.418945
	Iteration 48Q: 3 clusters Score -1.854176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 156297 members 
Entering Unmasked Estep 
Score: -18541786.000000 Penalty: 5935.418945
	Iteration 49Q: 3 clusters Score -1.854179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -18541796.000000 Penalty: 5935.418945
	Iteration 50Q: 3 clusters Score -1.85418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -18541798.000000 Penalty: 5935.418945
	Iteration 51Q: 3 clusters Score -1.85418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -18541790.000000 Penalty: 5935.418945
	Iteration 52Q: 3 clusters Score -1.854179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -18541782.000000 Penalty: 5935.418945
	Iteration 53Q: 3 clusters Score -1.854178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -18541794.000000 Penalty: 5935.418945
	Iteration 54Q: 3 clusters Score -1.854179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -18541800.000000 Penalty: 5935.418945
	Iteration 55Q: 3 clusters Score -1.85418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 156382 members 
Entering Unmasked Estep 
Score: -18541792.000000 Penalty: 5935.418945
	Iteration 56Q: 3 clusters Score -1.854179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -18541786.000000 Penalty: 5935.418945
	Iteration 57Q: 3 clusters Score -1.854179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -18541800.000000 Penalty: 5935.418945
	Iteration 58Q: 3 clusters Score -1.85418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -18541824.000000 Penalty: 5935.418945
	Iteration 59Q: 3 clusters Score -1.854182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 156424 members 
Entering Unmasked Estep 
Score: -18541840.000000 Penalty: 5935.418945
	Iteration 60F: 3 clusters Score -1.854184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -18541846.000000 Penalty: 5935.418945
	Iteration 61Q: 3 clusters Score -1.854185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -18541850.000000 Penalty: 5935.418945
	Iteration 62Q: 3 clusters Score -1.854185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -18541852.000000 Penalty: 5935.418945
	Iteration 63Q: 3 clusters Score -1.854185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -18541844.000000 Penalty: 5935.418945
	Iteration 64Q: 3 clusters Score -1.854184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -18541846.000000 Penalty: 5935.418945
	Iteration 65Q: 3 clusters Score -1.854185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -18541852.000000 Penalty: 5935.418945
	Iteration 66Q: 3 clusters Score -1.854185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 156450 members 
Entering Unmasked Estep 
Score: -18541852.000000 Penalty: 5935.418945
	Iteration 67Q: 3 clusters Score -1.854185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -18541848.000000 Penalty: 5935.418945
	Iteration 68Q: 3 clusters Score -1.854185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 156457 members 
Entering Unmasked Estep 
Score: -18541852.000000 Penalty: 5935.418945
	Iteration 69Q: 3 clusters Score -1.854185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 156464 members 
Entering Unmasked Estep 
Score: -18541854.000000 Penalty: 5935.418945
	Iteration 70Q: 3 clusters Score -1.854185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -18541850.000000 Penalty: 5935.418945
	Iteration 71Q: 3 clusters Score -1.854185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 156480 members 
Entering Unmasked Estep 
Score: -18541842.000000 Penalty: 5935.418945
	Iteration 72Q: 3 clusters Score -1.854184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -18541862.000000 Penalty: 5935.418945
	Iteration 73Q: 3 clusters Score -1.854186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -18541866.000000 Penalty: 5935.418945
	Iteration 74Q: 3 clusters Score -1.854187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -18541868.000000 Penalty: 5935.418945
	Iteration 75Q: 3 clusters Score -1.854187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -18541868.000000 Penalty: 5935.418945
	Iteration 76F: 3 clusters Score -1.854187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (316690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316690 members 
Entering Unmasked Estep 
Score: -37094612.000000 Penalty: 3141.088379
	Iteration 0F: 2 clusters Score -3.709461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158182 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -36891700.000000 Penalty: 6282.176758
	Iteration 0F: 3 clusters Score -3.68917e+07 nChanged 153839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 164459 members 
Entering Unmasked Estep 
Score: -36983432.000000 Penalty: 6282.176758
	Iteration 1F: 3 clusters Score -3.698343e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148090 members 
Mstep: Class 2 contains 168600 members 
Entering Unmasked Estep 
Score: -36984964.000000 Penalty: 6282.176758
	Iteration 2Q: 3 clusters Score -3.698496e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 175007 members 
Entering Unmasked Estep 
Score: -36987532.000000 Penalty: 6282.176758
	Iteration 3Q: 3 clusters Score -3.698753e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -36991844.000000 Penalty: 6282.176758
	Iteration 4Q: 3 clusters Score -3.699184e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 198632 members 
Entering Unmasked Estep 
Score: -36999316.000000 Penalty: 6282.176758
	Iteration 5F: 3 clusters Score -3.699932e+07 nChanged 21071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 217133 members 
Entering Unmasked Estep 
Score: -37011844.000000 Penalty: 6282.176758
	Iteration 6F: 3 clusters Score -3.701184e+07 nChanged 24159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 238444 members 
Entering Unmasked Estep 
Score: -37030120.000000 Penalty: 6282.176758
	Iteration 7F: 3 clusters Score -3.703012e+07 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 258733 members 
Entering Unmasked Estep 
Score: -37050508.000000 Penalty: 6282.176758
	Iteration 8F: 3 clusters Score -3.705051e+07 nChanged 18203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 274418 members 
Entering Unmasked Estep 
Score: -37067696.000000 Penalty: 6282.176758
	Iteration 9F: 3 clusters Score -3.70677e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 284443 members 
Entering Unmasked Estep 
Score: -37079144.000000 Penalty: 6282.176758
	Iteration 10Q: 3 clusters Score -3.707914e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 290311 members 
Entering Unmasked Estep 
Score: -37085376.000000 Penalty: 6282.176758
	Iteration 11Q: 3 clusters Score -3.708538e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 294253 members 
Entering Unmasked Estep 
Score: -37088892.000000 Penalty: 6282.176758
	Iteration 12Q: 3 clusters Score -3.708889e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 297207 members 
Entering Unmasked Estep 
Score: -37091488.000000 Penalty: 6282.176758
	Iteration 13Q: 3 clusters Score -3.709149e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 299747 members 
Entering Unmasked Estep 
Score: -37093696.000000 Penalty: 6282.176758
	Iteration 14Q: 3 clusters Score -3.70937e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 302020 members 
Entering Unmasked Estep 
Score: -37095280.000000 Penalty: 6282.176758
	Iteration 15Q: 3 clusters Score -3.709528e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 303995 members 
Entering Unmasked Estep 
Score: -37095656.000000 Penalty: 6282.176758
	Iteration 16Q: 3 clusters Score -3.709566e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 305865 members 
Entering Unmasked Estep 
Score: -37096300.000000 Penalty: 6282.176758
	Iteration 17Q: 3 clusters Score -3.70963e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 307577 members 
Entering Unmasked Estep 
Score: -37096540.000000 Penalty: 6282.176758
	Iteration 18Q: 3 clusters Score -3.709654e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 309134 members 
Entering Unmasked Estep 
Score: -37096384.000000 Penalty: 6282.176758
	Iteration 19Q: 3 clusters Score -3.709638e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 310527 members 
Entering Unmasked Estep 
Score: -37096084.000000 Penalty: 6282.176758
	Iteration 20F: 3 clusters Score -3.709608e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 311651 members 
Entering Unmasked Estep 
Score: -37095696.000000 Penalty: 6282.176758
	Iteration 21Q: 3 clusters Score -3.70957e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 312509 members 
Entering Unmasked Estep 
Score: -37095440.000000 Penalty: 6282.176758
	Iteration 22Q: 3 clusters Score -3.709544e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 313184 members 
Entering Unmasked Estep 
Score: -37095160.000000 Penalty: 6282.176758
	Iteration 23Q: 3 clusters Score -3.709516e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 313697 members 
Entering Unmasked Estep 
Score: -37094776.000000 Penalty: 6282.176758
	Iteration 24Q: 3 clusters Score -3.709478e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 314080 members 
Entering Unmasked Estep 
Score: -37094480.000000 Penalty: 6282.176758
	Iteration 25Q: 3 clusters Score -3.709448e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 314376 members 
Entering Unmasked Estep 
Score: -37094272.000000 Penalty: 6282.176758
	Iteration 26Q: 3 clusters Score -3.709427e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 314601 members 
Entering Unmasked Estep 
Score: -37094156.000000 Penalty: 6282.176758
	Iteration 27Q: 3 clusters Score -3.709416e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 314763 members 
Entering Unmasked Estep 
Score: -37093996.000000 Penalty: 6282.176758
	Iteration 28Q: 3 clusters Score -3.7094e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 314874 members 
Entering Unmasked Estep 
Score: -37093948.000000 Penalty: 6282.176758
	Iteration 29Q: 3 clusters Score -3.709395e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 314962 members 
Entering Unmasked Estep 
Score: -37093936.000000 Penalty: 6282.176758
	Iteration 30Q: 3 clusters Score -3.709394e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 315018 members 
Entering Unmasked Estep 
Score: -37093896.000000 Penalty: 6282.176758
	Iteration 31Q: 3 clusters Score -3.70939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 315057 members 
Entering Unmasked Estep 
Score: -37093852.000000 Penalty: 6282.176758
	Iteration 32Q: 3 clusters Score -3.709385e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 315089 members 
Entering Unmasked Estep 
Score: -37093784.000000 Penalty: 6282.176758
	Iteration 33Q: 3 clusters Score -3.709378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 315118 members 
Entering Unmasked Estep 
Score: -37093752.000000 Penalty: 6282.176758
	Iteration 34Q: 3 clusters Score -3.709375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 315143 members 
Entering Unmasked Estep 
Score: -37093736.000000 Penalty: 6282.176758
	Iteration 35Q: 3 clusters Score -3.709374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 315169 members 
Entering Unmasked Estep 
Score: -37093724.000000 Penalty: 6282.176758
	Iteration 36Q: 3 clusters Score -3.709372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 315195 members 
Entering Unmasked Estep 
Score: -37093696.000000 Penalty: 6282.176758
	Iteration 37Q: 3 clusters Score -3.70937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 315219 members 
Entering Unmasked Estep 
Score: -37093652.000000 Penalty: 6282.176758
	Iteration 38Q: 3 clusters Score -3.709365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 315233 members 
Entering Unmasked Estep 
Score: -37093692.000000 Penalty: 6282.176758
	Iteration 39Q: 3 clusters Score -3.709369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 315245 members 
Entering Unmasked Estep 
Score: -37093680.000000 Penalty: 6282.176758
	Iteration 40F: 3 clusters Score -3.709368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 315255 members 
Entering Unmasked Estep 
Score: -37093696.000000 Penalty: 6282.176758
	Iteration 41Q: 3 clusters Score -3.70937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 315269 members 
Entering Unmasked Estep 
Score: -37093672.000000 Penalty: 6282.176758
	Iteration 42Q: 3 clusters Score -3.709367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 315280 members 
Entering Unmasked Estep 
Score: -37093656.000000 Penalty: 6282.176758
	Iteration 43Q: 3 clusters Score -3.709366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 315291 members 
Entering Unmasked Estep 
Score: -37093648.000000 Penalty: 6282.176758
	Iteration 44Q: 3 clusters Score -3.709365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 315296 members 
Entering Unmasked Estep 
Score: -37093644.000000 Penalty: 6282.176758
	Iteration 45Q: 3 clusters Score -3.709364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 315306 members 
Entering Unmasked Estep 
Score: -37093608.000000 Penalty: 6282.176758
	Iteration 46Q: 3 clusters Score -3.709361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 315315 members 
Entering Unmasked Estep 
Score: -37093608.000000 Penalty: 6282.176758
	Iteration 47Q: 3 clusters Score -3.709361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 315323 members 
Entering Unmasked Estep 
Score: -37093612.000000 Penalty: 6282.176758
	Iteration 48Q: 3 clusters Score -3.709361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 315331 members 
Entering Unmasked Estep 
Score: -37093584.000000 Penalty: 6282.176758
	Iteration 49Q: 3 clusters Score -3.709358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 315335 members 
Entering Unmasked Estep 
Score: -37093592.000000 Penalty: 6282.176758
	Iteration 50Q: 3 clusters Score -3.709359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 315337 members 
Entering Unmasked Estep 
Score: -37093576.000000 Penalty: 6282.176758
	Iteration 51Q: 3 clusters Score -3.709358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 315343 members 
Entering Unmasked Estep 
Score: -37093592.000000 Penalty: 6282.176758
	Iteration 52Q: 3 clusters Score -3.709359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 315351 members 
Entering Unmasked Estep 
Score: -37093588.000000 Penalty: 6282.176758
	Iteration 53Q: 3 clusters Score -3.709359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 315359 members 
Entering Unmasked Estep 
Score: -37093596.000000 Penalty: 6282.176758
	Iteration 54Q: 3 clusters Score -3.70936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 315363 members 
Entering Unmasked Estep 
Score: -37093580.000000 Penalty: 6282.176758
	Iteration 55Q: 3 clusters Score -3.709358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 315368 members 
Entering Unmasked Estep 
Score: -37093564.000000 Penalty: 6282.176758
	Iteration 56Q: 3 clusters Score -3.709356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 315372 members 
Entering Unmasked Estep 
Score: -37093576.000000 Penalty: 6282.176758
	Iteration 57Q: 3 clusters Score -3.709358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 315377 members 
Entering Unmasked Estep 
Score: -37093572.000000 Penalty: 6282.176758
	Iteration 58Q: 3 clusters Score -3.709357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 315382 members 
Entering Unmasked Estep 
Score: -37093568.000000 Penalty: 6282.176758
	Iteration 59Q: 3 clusters Score -3.709357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 315391 members 
Entering Unmasked Estep 
Score: -37093560.000000 Penalty: 6282.176758
	Iteration 60F: 3 clusters Score -3.709356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 315399 members 
Entering Unmasked Estep 
Score: -37093536.000000 Penalty: 6282.176758
	Iteration 61Q: 3 clusters Score -3.709354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 315404 members 
Entering Unmasked Estep 
Score: -37093516.000000 Penalty: 6282.176758
	Iteration 62Q: 3 clusters Score -3.709352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 315409 members 
Entering Unmasked Estep 
Score: -37093520.000000 Penalty: 6282.176758
	Iteration 63Q: 3 clusters Score -3.709352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 315413 members 
Entering Unmasked Estep 
Score: -37093536.000000 Penalty: 6282.176758
	Iteration 64Q: 3 clusters Score -3.709354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 315418 members 
Entering Unmasked Estep 
Score: -37093536.000000 Penalty: 6282.176758
	Iteration 65Q: 3 clusters Score -3.709354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 315422 members 
Entering Unmasked Estep 
Score: -37093520.000000 Penalty: 6282.176758
	Iteration 66Q: 3 clusters Score -3.709352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 315427 members 
Entering Unmasked Estep 
Score: -37093524.000000 Penalty: 6282.176758
	Iteration 67Q: 3 clusters Score -3.709352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 315429 members 
Entering Unmasked Estep 
Score: -37093516.000000 Penalty: 6282.176758
	Iteration 68Q: 3 clusters Score -3.709352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 315430 members 
Entering Unmasked Estep 
Score: -37093508.000000 Penalty: 6282.176758
	Iteration 69Q: 3 clusters Score -3.709351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 315432 members 
Entering Unmasked Estep 
Score: -37093512.000000 Penalty: 6282.176758
	Iteration 70Q: 3 clusters Score -3.709351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 315437 members 
Entering Unmasked Estep 
Score: -37093468.000000 Penalty: 6282.176758
	Iteration 71Q: 3 clusters Score -3.709347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 315438 members 
Entering Unmasked Estep 
Score: -37093468.000000 Penalty: 6282.176758
	Iteration 72Q: 3 clusters Score -3.709347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 315438 members 
Entering Unmasked Estep 
Score: -37093468.000000 Penalty: 6282.176758
	Iteration 73F: 3 clusters Score -3.709347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (142070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142070 members 
Entering Unmasked Estep 
Score: -16745025.000000 Penalty: 2942.290527
	Iteration 0F: 2 clusters Score -1.674502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -16649499.000000 Penalty: 5884.581055
	Iteration 0F: 3 clusters Score -1.66495e+07 nChanged 68179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -16689499.000000 Penalty: 5884.581055
	Iteration 1F: 3 clusters Score -1.66895e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -16690588.000000 Penalty: 5884.581055
	Iteration 2Q: 3 clusters Score -1.669059e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -16691973.000000 Penalty: 5884.581055
	Iteration 3Q: 3 clusters Score -1.669197e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -16693511.000000 Penalty: 5884.581055
	Iteration 4Q: 3 clusters Score -1.669351e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -16695420.000000 Penalty: 5884.581055
	Iteration 5Q: 3 clusters Score -1.669542e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -16697798.000000 Penalty: 5884.581055
	Iteration 6Q: 3 clusters Score -1.66978e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -16700481.000000 Penalty: 5884.581055
	Iteration 7Q: 3 clusters Score -1.670048e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -16703731.000000 Penalty: 5884.581055
	Iteration 8Q: 3 clusters Score -1.670373e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -16708164.000000 Penalty: 5884.581055
	Iteration 9F: 3 clusters Score -1.670816e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -16713305.000000 Penalty: 5884.581055
	Iteration 10F: 3 clusters Score -1.67133e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -16718696.000000 Penalty: 5884.581055
	Iteration 11F: 3 clusters Score -1.67187e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -16723538.000000 Penalty: 5884.581055
	Iteration 12Q: 3 clusters Score -1.672354e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -16727184.000000 Penalty: 5884.581055
	Iteration 13Q: 3 clusters Score -1.672718e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -16729672.000000 Penalty: 5884.581055
	Iteration 14Q: 3 clusters Score -1.672967e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -16731402.000000 Penalty: 5884.581055
	Iteration 15Q: 3 clusters Score -1.67314e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -16732953.000000 Penalty: 5884.581055
	Iteration 16Q: 3 clusters Score -1.673295e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -16734434.000000 Penalty: 5884.581055
	Iteration 17Q: 3 clusters Score -1.673443e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -16735684.000000 Penalty: 5884.581055
	Iteration 18Q: 3 clusters Score -1.673568e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 121110 members 
Entering Unmasked Estep 
Score: -16736859.000000 Penalty: 5884.581055
	Iteration 19Q: 3 clusters Score -1.673686e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 122744 members 
Entering Unmasked Estep 
Score: -16737787.000000 Penalty: 5884.581055
	Iteration 20F: 3 clusters Score -1.673779e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -16738643.000000 Penalty: 5884.581055
	Iteration 21Q: 3 clusters Score -1.673864e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -16739399.000000 Penalty: 5884.581055
	Iteration 22Q: 3 clusters Score -1.67394e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -16739946.000000 Penalty: 5884.581055
	Iteration 23Q: 3 clusters Score -1.673995e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -16740468.000000 Penalty: 5884.581055
	Iteration 24Q: 3 clusters Score -1.674047e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -16740892.000000 Penalty: 5884.581055
	Iteration 25Q: 3 clusters Score -1.674089e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 129835 members 
Entering Unmasked Estep 
Score: -16741338.000000 Penalty: 5884.581055
	Iteration 26Q: 3 clusters Score -1.674134e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -16741733.000000 Penalty: 5884.581055
	Iteration 27Q: 3 clusters Score -1.674173e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 131438 members 
Entering Unmasked Estep 
Score: -16742057.000000 Penalty: 5884.581055
	Iteration 28Q: 3 clusters Score -1.674206e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -16742308.000000 Penalty: 5884.581055
	Iteration 29Q: 3 clusters Score -1.674231e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 132760 members 
Entering Unmasked Estep 
Score: -16742555.000000 Penalty: 5884.581055
	Iteration 30Q: 3 clusters Score -1.674256e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 133352 members 
Entering Unmasked Estep 
Score: -16742777.000000 Penalty: 5884.581055
	Iteration 31Q: 3 clusters Score -1.674278e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -16742914.000000 Penalty: 5884.581055
	Iteration 32Q: 3 clusters Score -1.674291e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 134333 members 
Entering Unmasked Estep 
Score: -16743033.000000 Penalty: 5884.581055
	Iteration 33Q: 3 clusters Score -1.674303e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 134771 members 
Entering Unmasked Estep 
Score: -16743195.000000 Penalty: 5884.581055
	Iteration 34Q: 3 clusters Score -1.67432e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -16743338.000000 Penalty: 5884.581055
	Iteration 35Q: 3 clusters Score -1.674334e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -16743509.000000 Penalty: 5884.581055
	Iteration 36Q: 3 clusters Score -1.674351e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 135885 members 
Entering Unmasked Estep 
Score: -16743600.000000 Penalty: 5884.581055
	Iteration 37Q: 3 clusters Score -1.67436e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -16743651.000000 Penalty: 5884.581055
	Iteration 38Q: 3 clusters Score -1.674365e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -16743707.000000 Penalty: 5884.581055
	Iteration 39Q: 3 clusters Score -1.674371e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -16743782.000000 Penalty: 5884.581055
	Iteration 40F: 3 clusters Score -1.674378e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 136803 members 
Entering Unmasked Estep 
Score: -16743843.000000 Penalty: 5884.581055
	Iteration 41Q: 3 clusters Score -1.674384e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 136961 members 
Entering Unmasked Estep 
Score: -16743862.000000 Penalty: 5884.581055
	Iteration 42Q: 3 clusters Score -1.674386e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -16743863.000000 Penalty: 5884.581055
	Iteration 43Q: 3 clusters Score -1.674386e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -16743900.000000 Penalty: 5884.581055
	Iteration 44Q: 3 clusters Score -1.67439e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 137296 members 
Entering Unmasked Estep 
Score: -16743941.000000 Penalty: 5884.581055
	Iteration 45Q: 3 clusters Score -1.674394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -16743951.000000 Penalty: 5884.581055
	Iteration 46Q: 3 clusters Score -1.674395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 137435 members 
Entering Unmasked Estep 
Score: -16743949.000000 Penalty: 5884.581055
	Iteration 47Q: 3 clusters Score -1.674395e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 137481 members 
Entering Unmasked Estep 
Score: -16743965.000000 Penalty: 5884.581055
	Iteration 48Q: 3 clusters Score -1.674396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -16743980.000000 Penalty: 5884.581055
	Iteration 49Q: 3 clusters Score -1.674398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 137571 members 
Entering Unmasked Estep 
Score: -16744000.000000 Penalty: 5884.581055
	Iteration 50Q: 3 clusters Score -1.6744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -16744003.000000 Penalty: 5884.581055
	Iteration 51Q: 3 clusters Score -1.6744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -16744003.000000 Penalty: 5884.581055
	Iteration 52Q: 3 clusters Score -1.6744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -16743999.000000 Penalty: 5884.581055
	Iteration 53Q: 3 clusters Score -1.6744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 137681 members 
Entering Unmasked Estep 
Score: -16744003.000000 Penalty: 5884.581055
	Iteration 54Q: 3 clusters Score -1.6744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 137697 members 
Entering Unmasked Estep 
Score: -16744009.000000 Penalty: 5884.581055
	Iteration 55Q: 3 clusters Score -1.674401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -16744003.000000 Penalty: 5884.581055
	Iteration 56Q: 3 clusters Score -1.6744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -16744000.000000 Penalty: 5884.581055
	Iteration 57Q: 3 clusters Score -1.6744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -16744002.000000 Penalty: 5884.581055
	Iteration 58Q: 3 clusters Score -1.6744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 137774 members 
Entering Unmasked Estep 
Score: -16743993.000000 Penalty: 5884.581055
	Iteration 59Q: 3 clusters Score -1.674399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 137791 members 
Entering Unmasked Estep 
Score: -16743993.000000 Penalty: 5884.581055
	Iteration 60F: 3 clusters Score -1.674399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 137809 members 
Entering Unmasked Estep 
Score: -16743987.000000 Penalty: 5884.581055
	Iteration 61Q: 3 clusters Score -1.674399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -16743999.000000 Penalty: 5884.581055
	Iteration 62Q: 3 clusters Score -1.6744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 137819 members 
Entering Unmasked Estep 
Score: -16743991.000000 Penalty: 5884.581055
	Iteration 63Q: 3 clusters Score -1.674399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 137822 members 
Entering Unmasked Estep 
Score: -16743990.000000 Penalty: 5884.581055
	Iteration 64Q: 3 clusters Score -1.674399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 137825 members 
Entering Unmasked Estep 
Score: -16743976.000000 Penalty: 5884.581055
	Iteration 65Q: 3 clusters Score -1.674398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -16743988.000000 Penalty: 5884.581055
	Iteration 66Q: 3 clusters Score -1.674399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -16743979.000000 Penalty: 5884.581055
	Iteration 67Q: 3 clusters Score -1.674398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 137827 members 
Entering Unmasked Estep 
Score: -16743979.000000 Penalty: 5884.581055
	Iteration 68F: 3 clusters Score -1.674398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (262533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262533 members 
Entering Unmasked Estep 
Score: -30772366.000000 Penalty: 3094.576904
	Iteration 0F: 2 clusters Score -3.077237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131441 members 
Mstep: Class 2 contains 131092 members 
Entering Unmasked Estep 
Score: -30603378.000000 Penalty: 6189.153809
	Iteration 0F: 3 clusters Score -3.060338e+07 nChanged 126993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -30680904.000000 Penalty: 6189.153809
	Iteration 1F: 3 clusters Score -3.06809e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 124002 members 
Entering Unmasked Estep 
Score: -30684376.000000 Penalty: 6189.153809
	Iteration 2Q: 3 clusters Score -3.068438e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -30690608.000000 Penalty: 6189.153809
	Iteration 3Q: 3 clusters Score -3.069061e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151550 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -30700834.000000 Penalty: 6189.153809
	Iteration 4F: 3 clusters Score -3.070083e+07 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -30715112.000000 Penalty: 6189.153809
	Iteration 5F: 3 clusters Score -3.071511e+07 nChanged 20066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173500 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -30731654.000000 Penalty: 6189.153809
	Iteration 6F: 3 clusters Score -3.073165e+07 nChanged 17174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182822 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -30744060.000000 Penalty: 6189.153809
	Iteration 7F: 3 clusters Score -3.074406e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189296 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -30749978.000000 Penalty: 6189.153809
	Iteration 8Q: 3 clusters Score -3.074998e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194727 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -30752786.000000 Penalty: 6189.153809
	Iteration 9Q: 3 clusters Score -3.075279e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -30753986.000000 Penalty: 6189.153809
	Iteration 10Q: 3 clusters Score -3.075399e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205183 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -30755112.000000 Penalty: 6189.153809
	Iteration 11Q: 3 clusters Score -3.075511e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210452 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -30756048.000000 Penalty: 6189.153809
	Iteration 12Q: 3 clusters Score -3.075605e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215690 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -30757142.000000 Penalty: 6189.153809
	Iteration 13Q: 3 clusters Score -3.075714e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220808 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -30758216.000000 Penalty: 6189.153809
	Iteration 14Q: 3 clusters Score -3.075822e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225754 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -30759862.000000 Penalty: 6189.153809
	Iteration 15Q: 3 clusters Score -3.075986e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230509 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -30761108.000000 Penalty: 6189.153809
	Iteration 16Q: 3 clusters Score -3.076111e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235059 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -30762330.000000 Penalty: 6189.153809
	Iteration 17Q: 3 clusters Score -3.076233e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239342 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -30763856.000000 Penalty: 6189.153809
	Iteration 18Q: 3 clusters Score -3.076386e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243190 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -30764906.000000 Penalty: 6189.153809
	Iteration 19Q: 3 clusters Score -3.076491e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246600 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -30766502.000000 Penalty: 6189.153809
	Iteration 20F: 3 clusters Score -3.07665e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249520 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -30767632.000000 Penalty: 6189.153809
	Iteration 21Q: 3 clusters Score -3.076763e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251845 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -30768474.000000 Penalty: 6189.153809
	Iteration 22Q: 3 clusters Score -3.076847e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253684 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -30769308.000000 Penalty: 6189.153809
	Iteration 23Q: 3 clusters Score -3.076931e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255076 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -30769958.000000 Penalty: 6189.153809
	Iteration 24Q: 3 clusters Score -3.076996e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256109 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -30770520.000000 Penalty: 6189.153809
	Iteration 25Q: 3 clusters Score -3.077052e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256813 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -30771002.000000 Penalty: 6189.153809
	Iteration 26Q: 3 clusters Score -3.0771e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257236 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -30771304.000000 Penalty: 6189.153809
	Iteration 27Q: 3 clusters Score -3.07713e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257495 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -30771522.000000 Penalty: 6189.153809
	Iteration 28Q: 3 clusters Score -3.077152e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257618 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -30771688.000000 Penalty: 6189.153809
	Iteration 29Q: 3 clusters Score -3.077169e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257665 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -30771784.000000 Penalty: 6189.153809
	Iteration 30Q: 3 clusters Score -3.077178e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257680 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -30771908.000000 Penalty: 6189.153809
	Iteration 31Q: 3 clusters Score -3.077191e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257672 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -30771968.000000 Penalty: 6189.153809
	Iteration 32Q: 3 clusters Score -3.077197e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257647 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -30772030.000000 Penalty: 6189.153809
	Iteration 33Q: 3 clusters Score -3.077203e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257607 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -30772082.000000 Penalty: 6189.153809
	Iteration 34Q: 3 clusters Score -3.077208e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257555 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -30772050.000000 Penalty: 6189.153809
	Iteration 35Q: 3 clusters Score -3.077205e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257506 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -30772084.000000 Penalty: 6189.153809
	Iteration 36Q: 3 clusters Score -3.077208e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257444 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -30772104.000000 Penalty: 6189.153809
	Iteration 37Q: 3 clusters Score -3.07721e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257389 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -30772070.000000 Penalty: 6189.153809
	Iteration 38Q: 3 clusters Score -3.077207e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257359 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -30772076.000000 Penalty: 6189.153809
	Iteration 39Q: 3 clusters Score -3.077208e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257328 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -30772096.000000 Penalty: 6189.153809
	Iteration 40F: 3 clusters Score -3.07721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257277 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -30772120.000000 Penalty: 6189.153809
	Iteration 41Q: 3 clusters Score -3.077212e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257228 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -30772148.000000 Penalty: 6189.153809
	Iteration 42Q: 3 clusters Score -3.077215e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257186 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -30772160.000000 Penalty: 6189.153809
	Iteration 43Q: 3 clusters Score -3.077216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257153 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -30772138.000000 Penalty: 6189.153809
	Iteration 44Q: 3 clusters Score -3.077214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257123 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -30772122.000000 Penalty: 6189.153809
	Iteration 45Q: 3 clusters Score -3.077212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257103 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -30772158.000000 Penalty: 6189.153809
	Iteration 46Q: 3 clusters Score -3.077216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257079 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -30772152.000000 Penalty: 6189.153809
	Iteration 47Q: 3 clusters Score -3.077215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257063 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -30772178.000000 Penalty: 6189.153809
	Iteration 48Q: 3 clusters Score -3.077218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257049 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -30772184.000000 Penalty: 6189.153809
	Iteration 49Q: 3 clusters Score -3.077218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257030 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -30772176.000000 Penalty: 6189.153809
	Iteration 50Q: 3 clusters Score -3.077218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257009 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -30772162.000000 Penalty: 6189.153809
	Iteration 51Q: 3 clusters Score -3.077216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256990 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -30772162.000000 Penalty: 6189.153809
	Iteration 52Q: 3 clusters Score -3.077216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256968 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -30772154.000000 Penalty: 6189.153809
	Iteration 53Q: 3 clusters Score -3.077215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -30772158.000000 Penalty: 6189.153809
	Iteration 54Q: 3 clusters Score -3.077216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256931 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -30772164.000000 Penalty: 6189.153809
	Iteration 55Q: 3 clusters Score -3.077216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256917 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -30772150.000000 Penalty: 6189.153809
	Iteration 56Q: 3 clusters Score -3.077215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256894 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -30772138.000000 Penalty: 6189.153809
	Iteration 57Q: 3 clusters Score -3.077214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256862 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -30772142.000000 Penalty: 6189.153809
	Iteration 58Q: 3 clusters Score -3.077214e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256828 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -30772120.000000 Penalty: 6189.153809
	Iteration 59Q: 3 clusters Score -3.077212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256798 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -30772132.000000 Penalty: 6189.153809
	Iteration 60F: 3 clusters Score -3.077213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256764 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -30772096.000000 Penalty: 6189.153809
	Iteration 61Q: 3 clusters Score -3.07721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256734 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -30772142.000000 Penalty: 6189.153809
	Iteration 62Q: 3 clusters Score -3.077214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256712 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -30772092.000000 Penalty: 6189.153809
	Iteration 63Q: 3 clusters Score -3.077209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256696 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -30772098.000000 Penalty: 6189.153809
	Iteration 64Q: 3 clusters Score -3.07721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256683 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -30772114.000000 Penalty: 6189.153809
	Iteration 65Q: 3 clusters Score -3.077211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256666 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -30772130.000000 Penalty: 6189.153809
	Iteration 66Q: 3 clusters Score -3.077213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -30772152.000000 Penalty: 6189.153809
	Iteration 67Q: 3 clusters Score -3.077215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256644 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -30772140.000000 Penalty: 6189.153809
	Iteration 68Q: 3 clusters Score -3.077214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256636 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -30772130.000000 Penalty: 6189.153809
	Iteration 69Q: 3 clusters Score -3.077213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256627 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -30772124.000000 Penalty: 6189.153809
	Iteration 70Q: 3 clusters Score -3.077212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256620 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -30772124.000000 Penalty: 6189.153809
	Iteration 71Q: 3 clusters Score -3.077212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256613 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -30772114.000000 Penalty: 6189.153809
	Iteration 72Q: 3 clusters Score -3.077211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256606 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -30772114.000000 Penalty: 6189.153809
	Iteration 73Q: 3 clusters Score -3.077211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256599 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -30772126.000000 Penalty: 6189.153809
	Iteration 74Q: 3 clusters Score -3.077213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256594 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -30772118.000000 Penalty: 6189.153809
	Iteration 75Q: 3 clusters Score -3.077212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256590 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -30772100.000000 Penalty: 6189.153809
	Iteration 76Q: 3 clusters Score -3.07721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256584 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -30772124.000000 Penalty: 6189.153809
	Iteration 77Q: 3 clusters Score -3.077212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256577 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -30772124.000000 Penalty: 6189.153809
	Iteration 78Q: 3 clusters Score -3.077212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256569 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -30772120.000000 Penalty: 6189.153809
	Iteration 79Q: 3 clusters Score -3.077212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256566 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -30772110.000000 Penalty: 6189.153809
	Iteration 80F: 3 clusters Score -3.077211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256561 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -30772104.000000 Penalty: 6189.153809
	Iteration 81Q: 3 clusters Score -3.07721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256553 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -30772120.000000 Penalty: 6189.153809
	Iteration 82Q: 3 clusters Score -3.077212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256544 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -30772118.000000 Penalty: 6189.153809
	Iteration 83Q: 3 clusters Score -3.077212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256536 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -30772122.000000 Penalty: 6189.153809
	Iteration 84Q: 3 clusters Score -3.077212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256530 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -30772100.000000 Penalty: 6189.153809
	Iteration 85Q: 3 clusters Score -3.07721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256526 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -30772104.000000 Penalty: 6189.153809
	Iteration 86Q: 3 clusters Score -3.07721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256526 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -30772120.000000 Penalty: 6189.153809
	Iteration 87Q: 3 clusters Score -3.077212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256526 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -30772120.000000 Penalty: 6189.153809
	Iteration 88F: 3 clusters Score -3.077212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -3274648.750000 Penalty: 2534.906006
	Iteration 0F: 2 clusters Score -3274649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3255842.500000 Penalty: 5069.812012
	Iteration 0F: 3 clusters Score -3255842 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3262734.500000 Penalty: 5069.812012
	Iteration 1F: 3 clusters Score -3262734 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3263692.250000 Penalty: 5069.812012
	Iteration 2F: 3 clusters Score -3263692 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3264901.000000 Penalty: 5069.812012
	Iteration 3F: 3 clusters Score -3264901 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3266468.750000 Penalty: 5069.812012
	Iteration 4F: 3 clusters Score -3266469 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3268159.250000 Penalty: 5069.812012
	Iteration 5F: 3 clusters Score -3268159 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3269643.500000 Penalty: 5069.812012
	Iteration 6F: 3 clusters Score -3269644 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3270734.000000 Penalty: 5069.812012
	Iteration 7F: 3 clusters Score -3270734 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3271455.000000 Penalty: 5069.812012
	Iteration 8Q: 3 clusters Score -3271455 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3271953.250000 Penalty: 5069.812012
	Iteration 9Q: 3 clusters Score -3271953 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3272313.000000 Penalty: 5069.812012
	Iteration 10Q: 3 clusters Score -3272313 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3272588.250000 Penalty: 5069.812012
	Iteration 11Q: 3 clusters Score -3272588 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3272824.750000 Penalty: 5069.812012
	Iteration 12Q: 3 clusters Score -3272825 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3273041.250000 Penalty: 5069.812012
	Iteration 13Q: 3 clusters Score -3273041 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3273279.750000 Penalty: 5069.812012
	Iteration 14Q: 3 clusters Score -3273280 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3273518.500000 Penalty: 5069.812012
	Iteration 15Q: 3 clusters Score -3273518 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3273765.750000 Penalty: 5069.812012
	Iteration 16Q: 3 clusters Score -3273766 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3273973.750000 Penalty: 5069.812012
	Iteration 17Q: 3 clusters Score -3273974 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3274206.000000 Penalty: 5069.812012
	Iteration 18Q: 3 clusters Score -3274206 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3274419.250000 Penalty: 5069.812012
	Iteration 19Q: 3 clusters Score -3274419 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3274599.500000 Penalty: 5069.812012
	Iteration 20F: 3 clusters Score -3274600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3274712.250000 Penalty: 5069.812012
	Iteration 21Q: 3 clusters Score -3274712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3274780.000000 Penalty: 5069.812012
	Iteration 22Q: 3 clusters Score -3274780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3274812.000000 Penalty: 5069.812012
	Iteration 23Q: 3 clusters Score -3274812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3274846.500000 Penalty: 5069.812012
	Iteration 24Q: 3 clusters Score -3274846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3274871.000000 Penalty: 5069.812012
	Iteration 25Q: 3 clusters Score -3274871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3274882.750000 Penalty: 5069.812012
	Iteration 26Q: 3 clusters Score -3274883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3274891.250000 Penalty: 5069.812012
	Iteration 27Q: 3 clusters Score -3274891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3274892.500000 Penalty: 5069.812012
	Iteration 28Q: 3 clusters Score -3274892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3274891.250000 Penalty: 5069.812012
	Iteration 29Q: 3 clusters Score -3274891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3274888.250000 Penalty: 5069.812012
	Iteration 30Q: 3 clusters Score -3274888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3274893.500000 Penalty: 5069.812012
	Iteration 31Q: 3 clusters Score -3274894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3274895.000000 Penalty: 5069.812012
	Iteration 32Q: 3 clusters Score -3274895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3274893.750000 Penalty: 5069.812012
	Iteration 33Q: 3 clusters Score -3274894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3274893.750000 Penalty: 5069.812012
	Iteration 34F: 3 clusters Score -3274894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 35118 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 26834 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 65451 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 22785 members 
Mstep: Class 24 contains 651 members 
Entering Unmasked Estep 
Score: -183813328.000000 Penalty: 85067.757812
Splitting cluster 19 changes total score from -183789840.000000 to -183813328.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (13710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Entering Unmasked Estep 
Score: -1487321.750000 Penalty: 2362.418457
	Iteration 0F: 2 clusters Score -1487322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1477318.125000 Penalty: 4724.836914
	Iteration 0F: 3 clusters Score -1477318 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1481376.750000 Penalty: 4724.836914
	Iteration 1F: 3 clusters Score -1481377 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1482716.875000 Penalty: 4724.836914
	Iteration 2F: 3 clusters Score -1482717 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1483718.750000 Penalty: 4724.836914
	Iteration 3F: 3 clusters Score -1483719 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1484392.000000 Penalty: 4724.836914
	Iteration 4F: 3 clusters Score -1484392 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1484873.375000 Penalty: 4724.836914
	Iteration 5F: 3 clusters Score -1484873 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1485248.500000 Penalty: 4724.836914
	Iteration 6Q: 3 clusters Score -1485248 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1485528.375000 Penalty: 4724.836914
	Iteration 7Q: 3 clusters Score -1485528 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1485804.500000 Penalty: 4724.836914
	Iteration 8Q: 3 clusters Score -1485804 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1486073.875000 Penalty: 4724.836914
	Iteration 9Q: 3 clusters Score -1486074 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1486347.375000 Penalty: 4724.836914
	Iteration 10Q: 3 clusters Score -1486347 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1486647.875000 Penalty: 4724.836914
	Iteration 11Q: 3 clusters Score -1486648 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1487007.250000 Penalty: 4724.836914
	Iteration 12Q: 3 clusters Score -1487007 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1487400.375000 Penalty: 4724.836914
	Iteration 13Q: 3 clusters Score -1487400 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1487864.500000 Penalty: 4724.836914
	Iteration 14Q: 3 clusters Score -1487864 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1488512.625000 Penalty: 4724.836914
	Iteration 15Q: 3 clusters Score -1488513 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1489318.875000 Penalty: 4724.836914
	Iteration 16Q: 3 clusters Score -1489319 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1489894.375000 Penalty: 4724.836914
	Iteration 17Q: 3 clusters Score -1489894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1490126.875000 Penalty: 4724.836914
	Iteration 18Q: 3 clusters Score -1490127 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1490225.500000 Penalty: 4724.836914
	Iteration 19Q: 3 clusters Score -1490226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1490272.125000 Penalty: 4724.836914
	Iteration 20F: 3 clusters Score -1490272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1490300.875000 Penalty: 4724.836914
	Iteration 21Q: 3 clusters Score -1490301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1490313.250000 Penalty: 4724.836914
	Iteration 22Q: 3 clusters Score -1490313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1490317.375000 Penalty: 4724.836914
	Iteration 23Q: 3 clusters Score -1490317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1490318.125000 Penalty: 4724.836914
	Iteration 24Q: 3 clusters Score -1490318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1490322.250000 Penalty: 4724.836914
	Iteration 25Q: 3 clusters Score -1490322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1490327.250000 Penalty: 4724.836914
	Iteration 26Q: 3 clusters Score -1490327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1490329.500000 Penalty: 4724.836914
	Iteration 27Q: 3 clusters Score -1490330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1490333.250000 Penalty: 4724.836914
	Iteration 28Q: 3 clusters Score -1490333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1490329.750000 Penalty: 4724.836914
	Iteration 29Q: 3 clusters Score -1490330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1490332.375000 Penalty: 4724.836914
	Iteration 30Q: 3 clusters Score -1490332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1490344.500000 Penalty: 4724.836914
	Iteration 31Q: 3 clusters Score -1490344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1490360.250000 Penalty: 4724.836914
	Iteration 32Q: 3 clusters Score -1490360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1490379.625000 Penalty: 4724.836914
	Iteration 33Q: 3 clusters Score -1490380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1490465.500000 Penalty: 4724.836914
	Iteration 34Q: 3 clusters Score -1490466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1490733.625000 Penalty: 4724.836914
	Iteration 35Q: 3 clusters Score -1490734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1491448.375000 Penalty: 4724.836914
	Iteration 36Q: 3 clusters Score -1491448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1491553.375000 Penalty: 4724.836914
	Iteration 37Q: 3 clusters Score -1491553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1491567.500000 Penalty: 4724.836914
	Iteration 38Q: 3 clusters Score -1491568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1491570.500000 Penalty: 4724.836914
	Iteration 39Q: 3 clusters Score -1491570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1491571.125000 Penalty: 4724.836914
	Iteration 40F: 3 clusters Score -1491571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1491571.375000 Penalty: 4724.836914
	Iteration 41Q: 3 clusters Score -1491571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1491571.375000 Penalty: 4724.836914
	Iteration 42F: 3 clusters Score -1491571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 58415 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 35118 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 26834 members 
Mstep: Class 20 contains 1575 members 
Mstep: Class 21 contains 65451 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 22785 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 12135 members 
Entering Unmasked Estep 
Score: -183816432.000000 Penalty: 88612.250000
Splitting cluster 20 changes total score from -183789840.000000 to -183816432.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 64827 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 9 contains 194840 members 
Mstep: Class 10 contains 1505 members 
Mstep: Class 11 contains 19732 members 
Mstep: Class 12 contains 35118 members 
Mstep: Class 13 contains 84083 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 157404 members 
Mstep: Class 16 contains 316690 members 
Mstep: Class 17 contains 142070 members 
Mstep: Class 18 contains 262533 members 
Mstep: Class 19 contains 26834 members 
Mstep: Class 20 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183824224.000000 Penalty: 88612.250000
Iteration 39Q: 26 clusters Score -1.838242e+08 nChanged 29312
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 113582 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 65451 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 59732 members 
Mstep: Class 7 contains 4224 members 
Mstep: Class 8 contains 1296 members 
Mstep: Class 9 contains 196219 members 
Mstep: Class 10 contains 1500 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 36604 members 
Mstep: Class 13 contains 84118 members 
Mstep: Class 14 contains 12453 members 
Mstep: Class 15 contains 157049 members 
Mstep: Class 16 contains 317018 members 
Mstep: Class 17 contains 140946 members 
Mstep: Class 18 contains 263444 members 
Mstep: Class 19 contains 28152 members 
Mstep: Class 20 contains 1812 members 
Mstep: Class 21 contains 61646 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 20739 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 11399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183832144.000000 Penalty: 88612.250000
Iteration 40F: 26 clusters Score -1.838321e+08 nChanged 27024
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 65815 members 
Mstep: Class 5 contains 3967 members 
Mstep: Class 6 contains 60924 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 196838 members 
Mstep: Class 10 contains 1499 members 
Mstep: Class 11 contains 17344 members 
Mstep: Class 12 contains 38175 members 
Mstep: Class 13 contains 84051 members 
Mstep: Class 14 contains 12413 members 
Mstep: Class 15 contains 155882 members 
Mstep: Class 16 contains 315801 members 
Mstep: Class 17 contains 139205 members 
Mstep: Class 18 contains 262293 members 
Mstep: Class 19 contains 29741 members 
Mstep: Class 20 contains 1872 members 
Mstep: Class 21 contains 60276 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 20922 members 
Mstep: Class 24 contains 705 members 
Mstep: Class 25 contains 11745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183840256.000000 Penalty: 88612.250000
Iteration 41Q: 26 clusters Score -1.838403e+08 nChanged 22961
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 66095 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 62045 members 
Mstep: Class 7 contains 4756 members 
Mstep: Class 8 contains 1495 members 
Mstep: Class 9 contains 197664 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 16340 members 
Mstep: Class 12 contains 40018 members 
Mstep: Class 13 contains 84004 members 
Mstep: Class 14 contains 12405 members 
Mstep: Class 15 contains 154728 members 
Mstep: Class 16 contains 315461 members 
Mstep: Class 17 contains 137412 members 
Mstep: Class 18 contains 260640 members 
Mstep: Class 19 contains 31035 members 
Mstep: Class 20 contains 1890 members 
Mstep: Class 21 contains 58639 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 20997 members 
Mstep: Class 24 contains 737 members 
Mstep: Class 25 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183845360.000000 Penalty: 88612.250000
Iteration 42Q: 26 clusters Score -1.838454e+08 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 4099 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 66320 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 63068 members 
Mstep: Class 7 contains 5013 members 
Mstep: Class 8 contains 1541 members 
Mstep: Class 9 contains 198742 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 15361 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 83976 members 
Mstep: Class 14 contains 12396 members 
Mstep: Class 15 contains 153718 members 
Mstep: Class 16 contains 315214 members 
Mstep: Class 17 contains 135642 members 
Mstep: Class 18 contains 258759 members 
Mstep: Class 19 contains 32136 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 56842 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21033 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183849040.000000 Penalty: 88612.250000
Iteration 43Q: 26 clusters Score -1.83849e+08 nChanged 20474
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 2896 members 
Mstep: Class 4 contains 66542 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 64063 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 199966 members 
Mstep: Class 10 contains 1500 members 
Mstep: Class 11 contains 14418 members 
Mstep: Class 12 contains 44169 members 
Mstep: Class 13 contains 83950 members 
Mstep: Class 14 contains 12399 members 
Mstep: Class 15 contains 152867 members 
Mstep: Class 16 contains 315029 members 
Mstep: Class 17 contains 133870 members 
Mstep: Class 18 contains 256555 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 55077 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21047 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 12198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183852768.000000 Penalty: 88612.250000
Iteration 44Q: 26 clusters Score -1.838528e+08 nChanged 19668
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 66726 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 65002 members 
Mstep: Class 7 contains 5318 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 201170 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 13504 members 
Mstep: Class 12 contains 46306 members 
Mstep: Class 13 contains 83933 members 
Mstep: Class 14 contains 12421 members 
Mstep: Class 15 contains 152253 members 
Mstep: Class 16 contains 314989 members 
Mstep: Class 17 contains 131983 members 
Mstep: Class 18 contains 254349 members 
Mstep: Class 19 contains 33959 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 53236 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21058 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 12260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183857104.000000 Penalty: 88612.250000
Iteration 45Q: 26 clusters Score -1.838571e+08 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 123713 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 66923 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 65890 members 
Mstep: Class 7 contains 5338 members 
Mstep: Class 8 contains 1580 members 
Mstep: Class 9 contains 202425 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 12641 members 
Mstep: Class 12 contains 48341 members 
Mstep: Class 13 contains 83936 members 
Mstep: Class 14 contains 12435 members 
Mstep: Class 15 contains 151783 members 
Mstep: Class 16 contains 314887 members 
Mstep: Class 17 contains 130066 members 
Mstep: Class 18 contains 252116 members 
Mstep: Class 19 contains 34720 members 
Mstep: Class 20 contains 1894 members 
Mstep: Class 21 contains 51539 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21086 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 12312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183859712.000000 Penalty: 88612.250000
Iteration 46Q: 26 clusters Score -1.838597e+08 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 67074 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 66679 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 203600 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 11835 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 13 contains 83947 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 151628 members 
Mstep: Class 16 contains 314744 members 
Mstep: Class 17 contains 128102 members 
Mstep: Class 18 contains 249850 members 
Mstep: Class 19 contains 35407 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 49937 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21115 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 12301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183863184.000000 Penalty: 88612.250000
Iteration 47Q: 26 clusters Score -1.838632e+08 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 67231 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 67420 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 204704 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 11055 members 
Mstep: Class 12 contains 51949 members 
Mstep: Class 13 contains 83950 members 
Mstep: Class 14 contains 12435 members 
Mstep: Class 15 contains 151575 members 
Mstep: Class 16 contains 314657 members 
Mstep: Class 17 contains 126160 members 
Mstep: Class 18 contains 247618 members 
Mstep: Class 19 contains 35951 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 48516 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21149 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 12287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183867104.000000 Penalty: 88612.250000
Iteration 48Q: 26 clusters Score -1.838671e+08 nChanged 18139
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 67396 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 68124 members 
Mstep: Class 7 contains 5159 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 205538 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 53341 members 
Mstep: Class 13 contains 83967 members 
Mstep: Class 14 contains 12418 members 
Mstep: Class 15 contains 151769 members 
Mstep: Class 16 contains 314851 members 
Mstep: Class 17 contains 124186 members 
Mstep: Class 18 contains 245408 members 
Mstep: Class 19 contains 36425 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 47345 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21145 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 12256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183870288.000000 Penalty: 88612.250000
Iteration 49Q: 26 clusters Score -1.838703e+08 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 67561 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 68773 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 206235 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 9538 members 
Mstep: Class 12 contains 54374 members 
Mstep: Class 13 contains 83966 members 
Mstep: Class 14 contains 12410 members 
Mstep: Class 15 contains 152261 members 
Mstep: Class 16 contains 314843 members 
Mstep: Class 17 contains 122205 members 
Mstep: Class 18 contains 243395 members 
Mstep: Class 19 contains 36845 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 46468 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21131 members 
Mstep: Class 24 contains 802 members 
Mstep: Class 25 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183873008.000000 Penalty: 88612.250000
Iteration 50Q: 26 clusters Score -1.83873e+08 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 3662 members 
Mstep: Class 4 contains 67670 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 6 contains 69409 members 
Mstep: Class 7 contains 4875 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 206726 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 55085 members 
Mstep: Class 13 contains 83981 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 152929 members 
Mstep: Class 16 contains 315005 members 
Mstep: Class 17 contains 120172 members 
Mstep: Class 18 contains 241279 members 
Mstep: Class 19 contains 37172 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 21 contains 46045 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21116 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183875376.000000 Penalty: 88612.250000
Iteration 51Q: 26 clusters Score -1.838754e+08 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 136928 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 67783 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 69958 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 207224 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 55561 members 
Mstep: Class 13 contains 84009 members 
Mstep: Class 14 contains 12354 members 
Mstep: Class 15 contains 153737 members 
Mstep: Class 16 contains 315045 members 
Mstep: Class 17 contains 118162 members 
Mstep: Class 18 contains 239130 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 45829 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21106 members 
Mstep: Class 24 contains 811 members 
Mstep: Class 25 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183877648.000000 Penalty: 88612.250000
Iteration 52Q: 26 clusters Score -1.838776e+08 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 67849 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 70494 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 207642 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 55841 members 
Mstep: Class 13 contains 84030 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 154749 members 
Mstep: Class 16 contains 314782 members 
Mstep: Class 17 contains 116214 members 
Mstep: Class 18 contains 237040 members 
Mstep: Class 19 contains 37656 members 
Mstep: Class 20 contains 1887 members 
Mstep: Class 21 contains 45739 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21091 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 12186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183878528.000000 Penalty: 88612.250000
Iteration 53Q: 26 clusters Score -1.838785e+08 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 67890 members 
Mstep: Class 5 contains 4027 members 
Mstep: Class 6 contains 71010 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 207928 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 56008 members 
Mstep: Class 13 contains 84034 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 155941 members 
Mstep: Class 16 contains 314744 members 
Mstep: Class 17 contains 114208 members 
Mstep: Class 18 contains 234857 members 
Mstep: Class 19 contains 37839 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 45644 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21082 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183879840.000000 Penalty: 88612.250000
Iteration 54Q: 26 clusters Score -1.838798e+08 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 67929 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 71486 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 208140 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 6555 members 
Mstep: Class 12 contains 56118 members 
Mstep: Class 13 contains 84045 members 
Mstep: Class 14 contains 12300 members 
Mstep: Class 15 contains 157392 members 
Mstep: Class 16 contains 314410 members 
Mstep: Class 17 contains 112251 members 
Mstep: Class 18 contains 232616 members 
Mstep: Class 19 contains 37958 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 45565 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21089 members 
Mstep: Class 24 contains 813 members 
Mstep: Class 25 contains 12156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183881392.000000 Penalty: 88612.250000
Iteration 55Q: 26 clusters Score -1.838814e+08 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 147305 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 67938 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 71888 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 208204 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 56210 members 
Mstep: Class 13 contains 84049 members 
Mstep: Class 14 contains 12281 members 
Mstep: Class 15 contains 159045 members 
Mstep: Class 16 contains 314166 members 
Mstep: Class 17 contains 110402 members 
Mstep: Class 18 contains 230146 members 
Mstep: Class 19 contains 38070 members 
Mstep: Class 20 contains 1883 members 
Mstep: Class 21 contains 45440 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21078 members 
Mstep: Class 24 contains 815 members 
Mstep: Class 25 contains 12120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183883792.000000 Penalty: 88612.250000
Iteration 56Q: 26 clusters Score -1.838838e+08 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 67874 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 72294 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 208156 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 5771 members 
Mstep: Class 12 contains 56241 members 
Mstep: Class 13 contains 84037 members 
Mstep: Class 14 contains 12265 members 
Mstep: Class 15 contains 160766 members 
Mstep: Class 16 contains 313785 members 
Mstep: Class 17 contains 108620 members 
Mstep: Class 18 contains 227750 members 
Mstep: Class 19 contains 38167 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 45341 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21052 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 12101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183885456.000000 Penalty: 88612.250000
Iteration 57Q: 26 clusters Score -1.838855e+08 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 67713 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 72720 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 208035 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 56286 members 
Mstep: Class 13 contains 84029 members 
Mstep: Class 14 contains 12244 members 
Mstep: Class 15 contains 162460 members 
Mstep: Class 16 contains 313618 members 
Mstep: Class 17 contains 106883 members 
Mstep: Class 18 contains 225231 members 
Mstep: Class 19 contains 38179 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 45278 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21044 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 12096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183886288.000000 Penalty: 88612.250000
Iteration 58Q: 26 clusters Score -1.838863e+08 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 67584 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 73095 members 
Mstep: Class 7 contains 4234 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 207732 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 5145 members 
Mstep: Class 12 contains 56305 members 
Mstep: Class 13 contains 84016 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 164289 members 
Mstep: Class 16 contains 313347 members 
Mstep: Class 17 contains 105262 members 
Mstep: Class 18 contains 222736 members 
Mstep: Class 19 contains 38219 members 
Mstep: Class 20 contains 1872 members 
Mstep: Class 21 contains 45227 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 21008 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 12098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183886912.000000 Penalty: 88612.250000
Iteration 59Q: 26 clusters Score -1.838869e+08 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 4715 members 
Mstep: Class 4 contains 67436 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 73447 members 
Mstep: Class 7 contains 4224 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 207390 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 56287 members 
Mstep: Class 13 contains 84009 members 
Mstep: Class 14 contains 12206 members 
Mstep: Class 15 contains 166268 members 
Mstep: Class 16 contains 313137 members 
Mstep: Class 17 contains 103710 members 
Mstep: Class 18 contains 220044 members 
Mstep: Class 19 contains 38213 members 
Mstep: Class 20 contains 1868 members 
Mstep: Class 21 contains 45105 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 20969 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183888624.000000 Penalty: 88612.250000
Iteration 60F: 26 clusters Score -1.838886e+08 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 161990 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 67259 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 73770 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 206943 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 56364 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 168189 members 
Mstep: Class 16 contains 313028 members 
Mstep: Class 17 contains 102234 members 
Mstep: Class 18 contains 217232 members 
Mstep: Class 19 contains 38189 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 44961 members 
Mstep: Class 22 contains 3722 members 
Mstep: Class 23 contains 20953 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 12101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183890688.000000 Penalty: 88612.250000
Iteration 61Q: 26 clusters Score -1.838907e+08 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 165015 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 4937 members 
Mstep: Class 4 contains 67072 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 74079 members 
Mstep: Class 7 contains 4229 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 206432 members 
Mstep: Class 10 contains 1513 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 56421 members 
Mstep: Class 13 contains 84027 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 170187 members 
Mstep: Class 16 contains 312731 members 
Mstep: Class 17 contains 100866 members 
Mstep: Class 18 contains 214486 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 44870 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 20913 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 12103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183892208.000000 Penalty: 88612.250000
Iteration 62Q: 26 clusters Score -1.838922e+08 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 168081 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 66853 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 74417 members 
Mstep: Class 7 contains 4223 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 205797 members 
Mstep: Class 10 contains 1510 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 56465 members 
Mstep: Class 13 contains 84028 members 
Mstep: Class 14 contains 12116 members 
Mstep: Class 15 contains 172101 members 
Mstep: Class 16 contains 312588 members 
Mstep: Class 17 contains 99505 members 
Mstep: Class 18 contains 211834 members 
Mstep: Class 19 contains 38060 members 
Mstep: Class 20 contains 1862 members 
Mstep: Class 21 contains 44772 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 20878 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 12095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183893968.000000 Penalty: 88612.250000
Iteration 63Q: 26 clusters Score -1.83894e+08 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 66633 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 74748 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 205052 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 4073 members 
Mstep: Class 12 contains 56516 members 
Mstep: Class 13 contains 84021 members 
Mstep: Class 14 contains 12079 members 
Mstep: Class 15 contains 174044 members 
Mstep: Class 16 contains 312240 members 
Mstep: Class 17 contains 98223 members 
Mstep: Class 18 contains 209290 members 
Mstep: Class 19 contains 37931 members 
Mstep: Class 20 contains 1862 members 
Mstep: Class 21 contains 44674 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20847 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 12097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183895536.000000 Penalty: 88612.250000
Iteration 64Q: 26 clusters Score -1.838955e+08 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 174352 members 
Mstep: Class 2 contains 4153 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 4 contains 66402 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 75076 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 204358 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3929 members 
Mstep: Class 12 contains 56535 members 
Mstep: Class 13 contains 84024 members 
Mstep: Class 14 contains 12059 members 
Mstep: Class 15 contains 175998 members 
Mstep: Class 16 contains 311805 members 
Mstep: Class 17 contains 97075 members 
Mstep: Class 18 contains 206812 members 
Mstep: Class 19 contains 37797 members 
Mstep: Class 20 contains 1859 members 
Mstep: Class 21 contains 44558 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20801 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 12092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183897712.000000 Penalty: 88612.250000
Iteration 65Q: 26 clusters Score -1.838977e+08 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 177398 members 
Mstep: Class 2 contains 4153 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 66166 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 75346 members 
Mstep: Class 7 contains 4188 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 203680 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3801 members 
Mstep: Class 12 contains 56534 members 
Mstep: Class 13 contains 84030 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 177825 members 
Mstep: Class 16 contains 311524 members 
Mstep: Class 17 contains 95911 members 
Mstep: Class 18 contains 204370 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 44399 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20777 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183899040.000000 Penalty: 88612.250000
Iteration 66Q: 26 clusters Score -1.83899e+08 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 180375 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 65921 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 75599 members 
Mstep: Class 7 contains 4183 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 203107 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 56537 members 
Mstep: Class 13 contains 84029 members 
Mstep: Class 14 contains 12002 members 
Mstep: Class 15 contains 179402 members 
Mstep: Class 16 contains 311233 members 
Mstep: Class 17 contains 94805 members 
Mstep: Class 18 contains 202147 members 
Mstep: Class 19 contains 37508 members 
Mstep: Class 20 contains 1855 members 
Mstep: Class 21 contains 44222 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 839 members 
Mstep: Class 25 contains 12155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183899760.000000 Penalty: 88612.250000
Iteration 67Q: 26 clusters Score -1.838998e+08 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 183281 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 75882 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 202531 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 56536 members 
Mstep: Class 13 contains 84045 members 
Mstep: Class 14 contains 11964 members 
Mstep: Class 15 contains 180803 members 
Mstep: Class 16 contains 311085 members 
Mstep: Class 17 contains 93778 members 
Mstep: Class 18 contains 199970 members 
Mstep: Class 19 contains 37330 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20707 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183900800.000000 Penalty: 88612.250000
Iteration 68Q: 26 clusters Score -1.839008e+08 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 186141 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 65382 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 76178 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 202002 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 56533 members 
Mstep: Class 13 contains 84050 members 
Mstep: Class 14 contains 11917 members 
Mstep: Class 15 contains 182111 members 
Mstep: Class 16 contains 310871 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 18 contains 197923 members 
Mstep: Class 19 contains 37155 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 43897 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20669 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183902352.000000 Penalty: 88612.250000
Iteration 69Q: 26 clusters Score -1.839024e+08 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 5674 members 
Mstep: Class 4 contains 65109 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 76437 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 201486 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 56518 members 
Mstep: Class 13 contains 84043 members 
Mstep: Class 14 contains 11885 members 
Mstep: Class 15 contains 183271 members 
Mstep: Class 16 contains 310572 members 
Mstep: Class 17 contains 91840 members 
Mstep: Class 18 contains 196108 members 
Mstep: Class 19 contains 36972 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 43731 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20651 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183903584.000000 Penalty: 88612.250000
Iteration 70Q: 26 clusters Score -1.839036e+08 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 191659 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 64834 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 76718 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 200980 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 56507 members 
Mstep: Class 13 contains 84036 members 
Mstep: Class 14 contains 11851 members 
Mstep: Class 15 contains 184269 members 
Mstep: Class 16 contains 310319 members 
Mstep: Class 17 contains 90945 members 
Mstep: Class 18 contains 194558 members 
Mstep: Class 19 contains 36742 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 43562 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20621 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183903984.000000 Penalty: 88612.250000
Iteration 71Q: 26 clusters Score -1.83904e+08 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 194217 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 64587 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 76961 members 
Mstep: Class 7 contains 4141 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 200454 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 56477 members 
Mstep: Class 13 contains 84024 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 185262 members 
Mstep: Class 16 contains 309981 members 
Mstep: Class 17 contains 90132 members 
Mstep: Class 18 contains 193143 members 
Mstep: Class 19 contains 36519 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 43427 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20599 members 
Mstep: Class 24 contains 844 members 
Mstep: Class 25 contains 12203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183904176.000000 Penalty: 88612.250000
Iteration 72Q: 26 clusters Score -1.839042e+08 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 196557 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 64316 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 77220 members 
Mstep: Class 7 contains 4133 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 199997 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 56455 members 
Mstep: Class 13 contains 84034 members 
Mstep: Class 14 contains 11724 members 
Mstep: Class 15 contains 186082 members 
Mstep: Class 16 contains 309850 members 
Mstep: Class 17 contains 89390 members 
Mstep: Class 18 contains 191773 members 
Mstep: Class 19 contains 36305 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 43294 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20571 members 
Mstep: Class 24 contains 846 members 
Mstep: Class 25 contains 12211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183904720.000000 Penalty: 88612.250000
Iteration 73Q: 26 clusters Score -1.839047e+08 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 6003 members 
Mstep: Class 4 contains 64039 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 77418 members 
Mstep: Class 7 contains 4118 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 199692 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 56393 members 
Mstep: Class 13 contains 84033 members 
Mstep: Class 14 contains 11665 members 
Mstep: Class 15 contains 186877 members 
Mstep: Class 16 contains 309721 members 
Mstep: Class 17 contains 88685 members 
Mstep: Class 18 contains 190503 members 
Mstep: Class 19 contains 36081 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 43195 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20537 members 
Mstep: Class 24 contains 847 members 
Mstep: Class 25 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183905104.000000 Penalty: 88612.250000
Iteration 74Q: 26 clusters Score -1.839051e+08 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 200872 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 6077 members 
Mstep: Class 4 contains 63773 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 77582 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 199377 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3056 members 
Mstep: Class 12 contains 56350 members 
Mstep: Class 13 contains 84027 members 
Mstep: Class 14 contains 11605 members 
Mstep: Class 15 contains 187537 members 
Mstep: Class 16 contains 309631 members 
Mstep: Class 17 contains 88058 members 
Mstep: Class 18 contains 189333 members 
Mstep: Class 19 contains 35869 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 43101 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20512 members 
Mstep: Class 24 contains 847 members 
Mstep: Class 25 contains 12159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183905760.000000 Penalty: 88612.250000
Iteration 75Q: 26 clusters Score -1.839058e+08 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 202925 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 6147 members 
Mstep: Class 4 contains 63504 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 77736 members 
Mstep: Class 7 contains 4099 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 199126 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 56303 members 
Mstep: Class 13 contains 84026 members 
Mstep: Class 14 contains 11550 members 
Mstep: Class 15 contains 188006 members 
Mstep: Class 16 contains 309529 members 
Mstep: Class 17 contains 87462 members 
Mstep: Class 18 contains 188349 members 
Mstep: Class 19 contains 35658 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 42990 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 12136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183906544.000000 Penalty: 88612.250000
Iteration 76Q: 26 clusters Score -1.839065e+08 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 204899 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 6212 members 
Mstep: Class 4 contains 63230 members 
Mstep: Class 5 contains 4110 members 
Mstep: Class 6 contains 77853 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 198935 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 56272 members 
Mstep: Class 13 contains 84017 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 188301 members 
Mstep: Class 16 contains 309382 members 
Mstep: Class 17 contains 86886 members 
Mstep: Class 18 contains 187516 members 
Mstep: Class 19 contains 35479 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 42900 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20449 members 
Mstep: Class 24 contains 847 members 
Mstep: Class 25 contains 12113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183906720.000000 Penalty: 88612.250000
Iteration 77Q: 26 clusters Score -1.839067e+08 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 206785 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 6282 members 
Mstep: Class 4 contains 62982 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 77943 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 198762 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 12 contains 56273 members 
Mstep: Class 13 contains 84012 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 188465 members 
Mstep: Class 16 contains 309222 members 
Mstep: Class 17 contains 86331 members 
Mstep: Class 18 contains 186850 members 
Mstep: Class 19 contains 35285 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 42800 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20420 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183908352.000000 Penalty: 88612.250000
Iteration 78Q: 26 clusters Score -1.839084e+08 nChanged 8263
Entering ConstructFrom: 
Score: -183908352.000000 Penalty: 88612.250000
Entering ConstructFrom: 
Trying to split cluster 1 (208566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208566 members 
Entering Unmasked Estep 
Score: -24404902.000000 Penalty: 3037.506592
	Iteration 0F: 2 clusters Score -2.44049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -24265630.000000 Penalty: 6075.013184
	Iteration 0F: 3 clusters Score -2.426563e+07 nChanged 100435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 107910 members 
Entering Unmasked Estep 
Score: -24324104.000000 Penalty: 6075.013184
	Iteration 1F: 3 clusters Score -2.43241e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -24325060.000000 Penalty: 6075.013184
	Iteration 2Q: 3 clusters Score -2.432506e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 113653 members 
Entering Unmasked Estep 
Score: -24326204.000000 Penalty: 6075.013184
	Iteration 3Q: 3 clusters Score -2.43262e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -24328182.000000 Penalty: 6075.013184
	Iteration 4Q: 3 clusters Score -2.432818e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -24331484.000000 Penalty: 6075.013184
	Iteration 5Q: 3 clusters Score -2.433148e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -24338076.000000 Penalty: 6075.013184
	Iteration 6F: 3 clusters Score -2.433808e+07 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -24350684.000000 Penalty: 6075.013184
	Iteration 7F: 3 clusters Score -2.435068e+07 nChanged 18843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -24367880.000000 Penalty: 6075.013184
	Iteration 8F: 3 clusters Score -2.436788e+07 nChanged 16997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 189542 members 
Entering Unmasked Estep 
Score: -24384920.000000 Penalty: 6075.013184
	Iteration 9F: 3 clusters Score -2.438492e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 200318 members 
Entering Unmasked Estep 
Score: -24395470.000000 Penalty: 6075.013184
	Iteration 10F: 3 clusters Score -2.439547e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 205148 members 
Entering Unmasked Estep 
Score: -24399770.000000 Penalty: 6075.013184
	Iteration 11Q: 3 clusters Score -2.439977e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 207001 members 
Entering Unmasked Estep 
Score: -24401248.000000 Penalty: 6075.013184
	Iteration 12Q: 3 clusters Score -2.440125e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 207638 members 
Entering Unmasked Estep 
Score: -24401820.000000 Penalty: 6075.013184
	Iteration 13Q: 3 clusters Score -2.440182e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 207880 members 
Entering Unmasked Estep 
Score: -24402000.000000 Penalty: 6075.013184
	Iteration 14Q: 3 clusters Score -2.4402e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 207965 members 
Entering Unmasked Estep 
Score: -24402100.000000 Penalty: 6075.013184
	Iteration 15Q: 3 clusters Score -2.44021e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 208013 members 
Entering Unmasked Estep 
Score: -24402166.000000 Penalty: 6075.013184
	Iteration 16Q: 3 clusters Score -2.440217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 208030 members 
Entering Unmasked Estep 
Score: -24402196.000000 Penalty: 6075.013184
	Iteration 17Q: 3 clusters Score -2.44022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 208045 members 
Entering Unmasked Estep 
Score: -24402246.000000 Penalty: 6075.013184
	Iteration 18Q: 3 clusters Score -2.440225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 208057 members 
Entering Unmasked Estep 
Score: -24402270.000000 Penalty: 6075.013184
	Iteration 19Q: 3 clusters Score -2.440227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -24402266.000000 Penalty: 6075.013184
	Iteration 20F: 3 clusters Score -2.440227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 208063 members 
Entering Unmasked Estep 
Score: -24402286.000000 Penalty: 6075.013184
	Iteration 21Q: 3 clusters Score -2.440229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -24402298.000000 Penalty: 6075.013184
	Iteration 22Q: 3 clusters Score -2.44023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 208066 members 
Entering Unmasked Estep 
Score: -24402286.000000 Penalty: 6075.013184
	Iteration 23Q: 3 clusters Score -2.440229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 208068 members 
Entering Unmasked Estep 
Score: -24402294.000000 Penalty: 6075.013184
	Iteration 24Q: 3 clusters Score -2.440229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -24402314.000000 Penalty: 6075.013184
	Iteration 25Q: 3 clusters Score -2.440231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -24402312.000000 Penalty: 6075.013184
	Iteration 26Q: 3 clusters Score -2.440231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -24402318.000000 Penalty: 6075.013184
	Iteration 27Q: 3 clusters Score -2.440232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -24402306.000000 Penalty: 6075.013184
	Iteration 28Q: 3 clusters Score -2.440231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 208071 members 
Entering Unmasked Estep 
Score: -24402286.000000 Penalty: 6075.013184
	Iteration 29Q: 3 clusters Score -2.440229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 208076 members 
Entering Unmasked Estep 
Score: -24402308.000000 Penalty: 6075.013184
	Iteration 30Q: 3 clusters Score -2.440231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 208075 members 
Entering Unmasked Estep 
Score: -24402338.000000 Penalty: 6075.013184
	Iteration 31Q: 3 clusters Score -2.440234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 208075 members 
Entering Unmasked Estep 
Score: -24402336.000000 Penalty: 6075.013184
	Iteration 32Q: 3 clusters Score -2.440234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 208077 members 
Entering Unmasked Estep 
Score: -24402340.000000 Penalty: 6075.013184
	Iteration 33Q: 3 clusters Score -2.440234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 208076 members 
Entering Unmasked Estep 
Score: -24402346.000000 Penalty: 6075.013184
	Iteration 34Q: 3 clusters Score -2.440235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 208075 members 
Entering Unmasked Estep 
Score: -24402348.000000 Penalty: 6075.013184
	Iteration 35Q: 3 clusters Score -2.440235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -24402346.000000 Penalty: 6075.013184
	Iteration 36Q: 3 clusters Score -2.440235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -24402358.000000 Penalty: 6075.013184
	Iteration 37Q: 3 clusters Score -2.440236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 208063 members 
Entering Unmasked Estep 
Score: -24402372.000000 Penalty: 6075.013184
	Iteration 38Q: 3 clusters Score -2.440237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 208056 members 
Entering Unmasked Estep 
Score: -24402370.000000 Penalty: 6075.013184
	Iteration 39Q: 3 clusters Score -2.440237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 208052 members 
Entering Unmasked Estep 
Score: -24402370.000000 Penalty: 6075.013184
	Iteration 40F: 3 clusters Score -2.440237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 208051 members 
Entering Unmasked Estep 
Score: -24402384.000000 Penalty: 6075.013184
	Iteration 41Q: 3 clusters Score -2.440238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 208052 members 
Entering Unmasked Estep 
Score: -24402394.000000 Penalty: 6075.013184
	Iteration 42Q: 3 clusters Score -2.440239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 208048 members 
Entering Unmasked Estep 
Score: -24402394.000000 Penalty: 6075.013184
	Iteration 43Q: 3 clusters Score -2.440239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 208049 members 
Entering Unmasked Estep 
Score: -24402398.000000 Penalty: 6075.013184
	Iteration 44Q: 3 clusters Score -2.44024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 208049 members 
Entering Unmasked Estep 
Score: -24402386.000000 Penalty: 6075.013184
	Iteration 45Q: 3 clusters Score -2.440239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 208050 members 
Entering Unmasked Estep 
Score: -24402384.000000 Penalty: 6075.013184
	Iteration 46Q: 3 clusters Score -2.440238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 208050 members 
Entering Unmasked Estep 
Score: -24402384.000000 Penalty: 6075.013184
	Iteration 47F: 3 clusters Score -2.440238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -456236.375000 Penalty: 2067.959229
	Iteration 0F: 2 clusters Score -456236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -452291.312500 Penalty: 4135.918457
	Iteration 0F: 3 clusters Score -452291.3 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -453335.187500 Penalty: 4135.918457
	Iteration 1F: 3 clusters Score -453335.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -453639.062500 Penalty: 4135.918457
	Iteration 2F: 3 clusters Score -453639.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -453838.156250 Penalty: 4135.918457
	Iteration 3F: 3 clusters Score -453838.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -454033.031250 Penalty: 4135.918457
	Iteration 4Q: 3 clusters Score -454033 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -454282.562500 Penalty: 4135.918457
	Iteration 5F: 3 clusters Score -454282.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -454556.406250 Penalty: 4135.918457
	Iteration 6F: 3 clusters Score -454556.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -454780.031250 Penalty: 4135.918457
	Iteration 7Q: 3 clusters Score -454780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -454938.906250 Penalty: 4135.918457
	Iteration 8Q: 3 clusters Score -454938.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -455021.593750 Penalty: 4135.918457
	Iteration 9Q: 3 clusters Score -455021.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -455079.531250 Penalty: 4135.918457
	Iteration 10Q: 3 clusters Score -455079.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -455123.906250 Penalty: 4135.918457
	Iteration 11Q: 3 clusters Score -455123.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -455153.031250 Penalty: 4135.918457
	Iteration 12Q: 3 clusters Score -455153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -455179.656250 Penalty: 4135.918457
	Iteration 13Q: 3 clusters Score -455179.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -455200.593750 Penalty: 4135.918457
	Iteration 14Q: 3 clusters Score -455200.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -455219.187500 Penalty: 4135.918457
	Iteration 15Q: 3 clusters Score -455219.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -455234.531250 Penalty: 4135.918457
	Iteration 16Q: 3 clusters Score -455234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -455244.093750 Penalty: 4135.918457
	Iteration 17Q: 3 clusters Score -455244.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -455251.250000 Penalty: 4135.918457
	Iteration 18Q: 3 clusters Score -455251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -455258.187500 Penalty: 4135.918457
	Iteration 19Q: 3 clusters Score -455258.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -455265.093750 Penalty: 4135.918457
	Iteration 20F: 3 clusters Score -455265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -455268.718750 Penalty: 4135.918457
	Iteration 21Q: 3 clusters Score -455268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -455272.500000 Penalty: 4135.918457
	Iteration 22Q: 3 clusters Score -455272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -455272.000000 Penalty: 4135.918457
	Iteration 23Q: 3 clusters Score -455272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -455272.062500 Penalty: 4135.918457
	Iteration 24Q: 3 clusters Score -455272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -455272.468750 Penalty: 4135.918457
	Iteration 25Q: 3 clusters Score -455272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -455274.031250 Penalty: 4135.918457
	Iteration 26Q: 3 clusters Score -455274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -455275.093750 Penalty: 4135.918457
	Iteration 27Q: 3 clusters Score -455275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -455275.125000 Penalty: 4135.918457
	Iteration 28Q: 3 clusters Score -455275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -455275.125000 Penalty: 4135.918457
	Iteration 29F: 3 clusters Score -455275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -703564.687500 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -703564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -698178.062500 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -698178.1 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -699545.500000 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -699545.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -699833.500000 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -699833.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -700119.437500 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -700119.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -700466.250000 Penalty: 4343.938965
	Iteration 4F: 3 clusters Score -700466.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -700825.437500 Penalty: 4343.938965
	Iteration 5F: 3 clusters Score -700825.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -701141.812500 Penalty: 4343.938965
	Iteration 6F: 3 clusters Score -701141.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -701427.062500 Penalty: 4343.938965
	Iteration 7F: 3 clusters Score -701427.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -701670.687500 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -701670.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -701857.875000 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -701857.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -701988.625000 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -701988.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -702067.687500 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -702067.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -702124.187500 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -702124.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -702164.375000 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -702164.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -702197.062500 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -702197.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -702227.562500 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -702227.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -702256.187500 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -702256.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -702286.250000 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -702286.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -702306.625000 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -702306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -702316.375000 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -702316.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -702328.312500 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -702328.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -702336.000000 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -702336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -702344.375000 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -702344.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -702352.062500 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -702352.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -702359.562500 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -702359.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -702371.500000 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -702371.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -702384.687500 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -702384.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -702393.875000 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -702393.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -702401.687500 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -702401.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -702410.812500 Penalty: 4343.938965
	Iteration 29Q: 3 clusters Score -702410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -702420.937500 Penalty: 4343.938965
	Iteration 30Q: 3 clusters Score -702420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -702429.312500 Penalty: 4343.938965
	Iteration 31Q: 3 clusters Score -702429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -702433.312500 Penalty: 4343.938965
	Iteration 32Q: 3 clusters Score -702433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -702435.250000 Penalty: 4343.938965
	Iteration 33Q: 3 clusters Score -702435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -702438.000000 Penalty: 4343.938965
	Iteration 34Q: 3 clusters Score -702438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -702438.375000 Penalty: 4343.938965
	Iteration 35Q: 3 clusters Score -702438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -702438.375000 Penalty: 4343.938965
	Iteration 36F: 3 clusters Score -702438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Entering Unmasked Estep 
Score: -7437567.000000 Penalty: 2739.508057
	Iteration 0F: 2 clusters Score -7437567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -7395511.500000 Penalty: 5479.016113
	Iteration 0F: 3 clusters Score -7395512 nChanged 29266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -7411870.500000 Penalty: 5479.016113
	Iteration 1F: 3 clusters Score -7411870 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -7412650.500000 Penalty: 5479.016113
	Iteration 2Q: 3 clusters Score -7412650 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -7413624.500000 Penalty: 5479.016113
	Iteration 3Q: 3 clusters Score -7413624 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -7414988.500000 Penalty: 5479.016113
	Iteration 4Q: 3 clusters Score -7414988 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -7417031.000000 Penalty: 5479.016113
	Iteration 5F: 3 clusters Score -7417031 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -7420038.500000 Penalty: 5479.016113
	Iteration 6F: 3 clusters Score -7420038 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -7423880.500000 Penalty: 5479.016113
	Iteration 7F: 3 clusters Score -7423880 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -7427697.000000 Penalty: 5479.016113
	Iteration 8F: 3 clusters Score -7427697 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -7430797.000000 Penalty: 5479.016113
	Iteration 9F: 3 clusters Score -7430797 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -7432875.500000 Penalty: 5479.016113
	Iteration 10Q: 3 clusters Score -7432876 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7434152.000000 Penalty: 5479.016113
	Iteration 11Q: 3 clusters Score -7434152 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7434854.000000 Penalty: 5479.016113
	Iteration 12Q: 3 clusters Score -7434854 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7435222.500000 Penalty: 5479.016113
	Iteration 13Q: 3 clusters Score -7435222 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7435484.500000 Penalty: 5479.016113
	Iteration 14Q: 3 clusters Score -7435484 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7435635.000000 Penalty: 5479.016113
	Iteration 15Q: 3 clusters Score -7435635 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7435761.500000 Penalty: 5479.016113
	Iteration 16Q: 3 clusters Score -7435762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7435845.000000 Penalty: 5479.016113
	Iteration 17Q: 3 clusters Score -7435845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7435889.500000 Penalty: 5479.016113
	Iteration 18Q: 3 clusters Score -7435890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7435962.500000 Penalty: 5479.016113
	Iteration 19Q: 3 clusters Score -7435962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7436013.000000 Penalty: 5479.016113
	Iteration 20F: 3 clusters Score -7436013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7436052.500000 Penalty: 5479.016113
	Iteration 21Q: 3 clusters Score -7436052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7436070.000000 Penalty: 5479.016113
	Iteration 22Q: 3 clusters Score -7436070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7436079.500000 Penalty: 5479.016113
	Iteration 23Q: 3 clusters Score -7436080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7436088.000000 Penalty: 5479.016113
	Iteration 24Q: 3 clusters Score -7436088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7436093.500000 Penalty: 5479.016113
	Iteration 25Q: 3 clusters Score -7436094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7436119.500000 Penalty: 5479.016113
	Iteration 26Q: 3 clusters Score -7436120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7436125.500000 Penalty: 5479.016113
	Iteration 27Q: 3 clusters Score -7436126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7436131.500000 Penalty: 5479.016113
	Iteration 28Q: 3 clusters Score -7436132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7436134.500000 Penalty: 5479.016113
	Iteration 29Q: 3 clusters Score -7436134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7436141.000000 Penalty: 5479.016113
	Iteration 30Q: 3 clusters Score -7436141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7436149.500000 Penalty: 5479.016113
	Iteration 31Q: 3 clusters Score -7436150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7436153.500000 Penalty: 5479.016113
	Iteration 32Q: 3 clusters Score -7436154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7436151.500000 Penalty: 5479.016113
	Iteration 33Q: 3 clusters Score -7436152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7436144.000000 Penalty: 5479.016113
	Iteration 34Q: 3 clusters Score -7436144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7436142.500000 Penalty: 5479.016113
	Iteration 35Q: 3 clusters Score -7436142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7436143.500000 Penalty: 5479.016113
	Iteration 36Q: 3 clusters Score -7436144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7436146.000000 Penalty: 5479.016113
	Iteration 37Q: 3 clusters Score -7436146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7436147.000000 Penalty: 5479.016113
	Iteration 38Q: 3 clusters Score -7436147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7436148.500000 Penalty: 5479.016113
	Iteration 39Q: 3 clusters Score -7436148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7436151.500000 Penalty: 5479.016113
	Iteration 40F: 3 clusters Score -7436152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7436152.500000 Penalty: 5479.016113
	Iteration 41Q: 3 clusters Score -7436152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7436152.500000 Penalty: 5479.016113
	Iteration 42F: 3 clusters Score -7436152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -450956.093750 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -450956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -447043.125000 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -447043.1 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -448281.031250 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -448281 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -449180.781250 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -449180.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -450075.531250 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -450075.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -450588.875000 Penalty: 4128.870605
	Iteration 4F: 3 clusters Score -450588.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -450791.812500 Penalty: 4128.870605
	Iteration 5F: 3 clusters Score -450791.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -450886.781250 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -450886.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -450940.906250 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -450940.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -450975.281250 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -450975.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -450995.500000 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -450995.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -451005.687500 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -451005.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -451013.843750 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -451013.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -451017.937500 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -451017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -451019.281250 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -451019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -451021.312500 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -451021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -451022.031250 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -451022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -451024.000000 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -451024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -451024.875000 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -451024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -451024.875000 Penalty: 4128.870605
	Iteration 18F: 3 clusters Score -451024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 78029 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 198578 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 188547 members 
Mstep: Class 16 contains 308980 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 186321 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 3026 members 
Entering Unmasked Estep 
Score: -183906192.000000 Penalty: 92156.742188
Splitting cluster 5 changes total score from -183908352.000000 to -183906192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (78029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Entering Unmasked Estep 
Score: -8879337.000000 Penalty: 2793.679199
	Iteration 0F: 2 clusters Score -8879337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -8827083.000000 Penalty: 5587.358398
	Iteration 0F: 3 clusters Score -8827083 nChanged 36571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8847605.000000 Penalty: 5587.358398
	Iteration 1F: 3 clusters Score -8847605 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -8848352.000000 Penalty: 5587.358398
	Iteration 2Q: 3 clusters Score -8848352 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8849145.000000 Penalty: 5587.358398
	Iteration 3Q: 3 clusters Score -8849145 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -8850114.000000 Penalty: 5587.358398
	Iteration 4Q: 3 clusters Score -8850114 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -8851714.000000 Penalty: 5587.358398
	Iteration 5Q: 3 clusters Score -8851714 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -8854214.000000 Penalty: 5587.358398
	Iteration 6F: 3 clusters Score -8854214 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -8858170.000000 Penalty: 5587.358398
	Iteration 7F: 3 clusters Score -8858170 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8863652.000000 Penalty: 5587.358398
	Iteration 8F: 3 clusters Score -8863652 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -8869274.000000 Penalty: 5587.358398
	Iteration 9F: 3 clusters Score -8869274 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -8873443.000000 Penalty: 5587.358398
	Iteration 10F: 3 clusters Score -8873443 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -8875470.000000 Penalty: 5587.358398
	Iteration 11Q: 3 clusters Score -8875470 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -8876282.000000 Penalty: 5587.358398
	Iteration 12Q: 3 clusters Score -8876282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -8876620.000000 Penalty: 5587.358398
	Iteration 13Q: 3 clusters Score -8876620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -8876742.000000 Penalty: 5587.358398
	Iteration 14Q: 3 clusters Score -8876742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -8876815.000000 Penalty: 5587.358398
	Iteration 15Q: 3 clusters Score -8876815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -8876846.000000 Penalty: 5587.358398
	Iteration 16Q: 3 clusters Score -8876846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -8876875.000000 Penalty: 5587.358398
	Iteration 17Q: 3 clusters Score -8876875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -8876909.000000 Penalty: 5587.358398
	Iteration 18Q: 3 clusters Score -8876909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -8876911.000000 Penalty: 5587.358398
	Iteration 19Q: 3 clusters Score -8876911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -8876925.000000 Penalty: 5587.358398
	Iteration 20F: 3 clusters Score -8876925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -8876933.000000 Penalty: 5587.358398
	Iteration 21Q: 3 clusters Score -8876933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -8876929.000000 Penalty: 5587.358398
	Iteration 22Q: 3 clusters Score -8876929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -8876928.000000 Penalty: 5587.358398
	Iteration 23Q: 3 clusters Score -8876928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -8876928.000000 Penalty: 5587.358398
	Iteration 24F: 3 clusters Score -8876928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -459932.843750 Penalty: 2062.381836
	Iteration 0F: 2 clusters Score -459932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -456058.093750 Penalty: 4124.763672
	Iteration 0F: 3 clusters Score -456058.1 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -456912.468750 Penalty: 4124.763672
	Iteration 1F: 3 clusters Score -456912.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -457052.656250 Penalty: 4124.763672
	Iteration 2F: 3 clusters Score -457052.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -457129.250000 Penalty: 4124.763672
	Iteration 3Q: 3 clusters Score -457129.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -457181.562500 Penalty: 4124.763672
	Iteration 4Q: 3 clusters Score -457181.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -457223.968750 Penalty: 4124.763672
	Iteration 5Q: 3 clusters Score -457224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -457261.781250 Penalty: 4124.763672
	Iteration 6Q: 3 clusters Score -457261.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -457287.531250 Penalty: 4124.763672
	Iteration 7Q: 3 clusters Score -457287.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -457311.343750 Penalty: 4124.763672
	Iteration 8Q: 3 clusters Score -457311.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -457342.250000 Penalty: 4124.763672
	Iteration 9Q: 3 clusters Score -457342.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -457368.562500 Penalty: 4124.763672
	Iteration 10Q: 3 clusters Score -457368.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -457387.656250 Penalty: 4124.763672
	Iteration 11Q: 3 clusters Score -457387.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -457406.468750 Penalty: 4124.763672
	Iteration 12Q: 3 clusters Score -457406.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -457430.218750 Penalty: 4124.763672
	Iteration 13Q: 3 clusters Score -457430.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -457447.375000 Penalty: 4124.763672
	Iteration 14Q: 3 clusters Score -457447.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -457461.281250 Penalty: 4124.763672
	Iteration 15Q: 3 clusters Score -457461.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -457481.375000 Penalty: 4124.763672
	Iteration 16Q: 3 clusters Score -457481.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -457503.375000 Penalty: 4124.763672
	Iteration 17Q: 3 clusters Score -457503.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -457529.500000 Penalty: 4124.763672
	Iteration 18Q: 3 clusters Score -457529.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -457557.375000 Penalty: 4124.763672
	Iteration 19Q: 3 clusters Score -457557.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -457577.156250 Penalty: 4124.763672
	Iteration 20F: 3 clusters Score -457577.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -457597.843750 Penalty: 4124.763672
	Iteration 21Q: 3 clusters Score -457597.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -457621.656250 Penalty: 4124.763672
	Iteration 22Q: 3 clusters Score -457621.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -457652.437500 Penalty: 4124.763672
	Iteration 23Q: 3 clusters Score -457652.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -457680.093750 Penalty: 4124.763672
	Iteration 24Q: 3 clusters Score -457680.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -457700.968750 Penalty: 4124.763672
	Iteration 25Q: 3 clusters Score -457701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -457718.406250 Penalty: 4124.763672
	Iteration 26Q: 3 clusters Score -457718.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -457736.250000 Penalty: 4124.763672
	Iteration 27Q: 3 clusters Score -457736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -457753.750000 Penalty: 4124.763672
	Iteration 28Q: 3 clusters Score -457753.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -457768.437500 Penalty: 4124.763672
	Iteration 29Q: 3 clusters Score -457768.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -457783.156250 Penalty: 4124.763672
	Iteration 30Q: 3 clusters Score -457783.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -457792.656250 Penalty: 4124.763672
	Iteration 31Q: 3 clusters Score -457792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -457807.062500 Penalty: 4124.763672
	Iteration 32Q: 3 clusters Score -457807.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -457822.406250 Penalty: 4124.763672
	Iteration 33Q: 3 clusters Score -457822.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -457836.968750 Penalty: 4124.763672
	Iteration 34Q: 3 clusters Score -457837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -457848.781250 Penalty: 4124.763672
	Iteration 35Q: 3 clusters Score -457848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -457857.187500 Penalty: 4124.763672
	Iteration 36Q: 3 clusters Score -457857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -457861.812500 Penalty: 4124.763672
	Iteration 37Q: 3 clusters Score -457861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -457865.500000 Penalty: 4124.763672
	Iteration 38Q: 3 clusters Score -457865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -457871.937500 Penalty: 4124.763672
	Iteration 39Q: 3 clusters Score -457871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -457878.312500 Penalty: 4124.763672
	Iteration 40F: 3 clusters Score -457878.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -457881.593750 Penalty: 4124.763672
	Iteration 41Q: 3 clusters Score -457881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -457886.250000 Penalty: 4124.763672
	Iteration 42Q: 3 clusters Score -457886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -457894.000000 Penalty: 4124.763672
	Iteration 43Q: 3 clusters Score -457894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -457900.812500 Penalty: 4124.763672
	Iteration 44Q: 3 clusters Score -457900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -457905.000000 Penalty: 4124.763672
	Iteration 45Q: 3 clusters Score -457905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -457909.281250 Penalty: 4124.763672
	Iteration 46Q: 3 clusters Score -457909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -457910.750000 Penalty: 4124.763672
	Iteration 47Q: 3 clusters Score -457910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -457913.031250 Penalty: 4124.763672
	Iteration 48Q: 3 clusters Score -457913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -457913.625000 Penalty: 4124.763672
	Iteration 49Q: 3 clusters Score -457913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -457914.062500 Penalty: 4124.763672
	Iteration 50Q: 3 clusters Score -457914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -457916.250000 Penalty: 4124.763672
	Iteration 51Q: 3 clusters Score -457916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -457915.625000 Penalty: 4124.763672
	Iteration 52Q: 3 clusters Score -457915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -457917.750000 Penalty: 4124.763672
	Iteration 53Q: 3 clusters Score -457917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -457918.687500 Penalty: 4124.763672
	Iteration 54Q: 3 clusters Score -457918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -457919.125000 Penalty: 4124.763672
	Iteration 55Q: 3 clusters Score -457919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -457920.531250 Penalty: 4124.763672
	Iteration 56Q: 3 clusters Score -457920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -457921.093750 Penalty: 4124.763672
	Iteration 57Q: 3 clusters Score -457921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -457921.843750 Penalty: 4124.763672
	Iteration 58Q: 3 clusters Score -457921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -457923.312500 Penalty: 4124.763672
	Iteration 59Q: 3 clusters Score -457923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -457924.187500 Penalty: 4124.763672
	Iteration 60F: 3 clusters Score -457924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -174873.671875 Penalty: 1832.611938
	Iteration 0F: 2 clusters Score -174873.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172499.515625 Penalty: 3665.223877
	Iteration 0F: 3 clusters Score -172499.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -172960.000000 Penalty: 3665.223877
	Iteration 1F: 3 clusters Score -172960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -173216.046875 Penalty: 3665.223877
	Iteration 2F: 3 clusters Score -173216 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -173523.765625 Penalty: 3665.223877
	Iteration 3F: 3 clusters Score -173523.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173985.125000 Penalty: 3665.223877
	Iteration 4F: 3 clusters Score -173985.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -174675.375000 Penalty: 3665.223877
	Iteration 5F: 3 clusters Score -174675.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -175229.609375 Penalty: 3665.223877
	Iteration 6F: 3 clusters Score -175229.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -175508.375000 Penalty: 3665.223877
	Iteration 7F: 3 clusters Score -175508.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -175651.312500 Penalty: 3665.223877
	Iteration 8Q: 3 clusters Score -175651.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -175713.500000 Penalty: 3665.223877
	Iteration 9Q: 3 clusters Score -175713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -175750.703125 Penalty: 3665.223877
	Iteration 10Q: 3 clusters Score -175750.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -175782.484375 Penalty: 3665.223877
	Iteration 11Q: 3 clusters Score -175782.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -175792.843750 Penalty: 3665.223877
	Iteration 12Q: 3 clusters Score -175792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -175799.015625 Penalty: 3665.223877
	Iteration 13Q: 3 clusters Score -175799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -175800.781250 Penalty: 3665.223877
	Iteration 14Q: 3 clusters Score -175800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -175800.781250 Penalty: 3665.223877
	Iteration 15F: 3 clusters Score -175800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 78029 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 198578 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 188547 members 
Mstep: Class 16 contains 308980 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 186321 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 1081 members 
Entering Unmasked Estep 
Score: -183908032.000000 Penalty: 92156.742188
Splitting cluster 8 changes total score from -183908352.000000 to -183908032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (198578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198578 members 
Entering Unmasked Estep 
Score: -23318864.000000 Penalty: 3025.336426
	Iteration 0F: 2 clusters Score -2.331886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -23188394.000000 Penalty: 6050.672852
	Iteration 0F: 3 clusters Score -2.318839e+07 nChanged 95547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -23244230.000000 Penalty: 6050.672852
	Iteration 1F: 3 clusters Score -2.324423e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -23245246.000000 Penalty: 6050.672852
	Iteration 2Q: 3 clusters Score -2.324525e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -23246940.000000 Penalty: 6050.672852
	Iteration 3Q: 3 clusters Score -2.324694e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -23249150.000000 Penalty: 6050.672852
	Iteration 4Q: 3 clusters Score -2.324915e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115741 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -23253690.000000 Penalty: 6050.672852
	Iteration 5Q: 3 clusters Score -2.325369e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -23261806.000000 Penalty: 6050.672852
	Iteration 6F: 3 clusters Score -2.326181e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -23274916.000000 Penalty: 6050.672852
	Iteration 7F: 3 clusters Score -2.327492e+07 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -23290724.000000 Penalty: 6050.672852
	Iteration 8F: 3 clusters Score -2.329072e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157010 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -23303944.000000 Penalty: 6050.672852
	Iteration 9F: 3 clusters Score -2.330394e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -23309846.000000 Penalty: 6050.672852
	Iteration 10Q: 3 clusters Score -2.330985e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165372 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -23312146.000000 Penalty: 6050.672852
	Iteration 11Q: 3 clusters Score -2.331215e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -23313434.000000 Penalty: 6050.672852
	Iteration 12Q: 3 clusters Score -2.331343e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -23314338.000000 Penalty: 6050.672852
	Iteration 13Q: 3 clusters Score -2.331434e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -23315138.000000 Penalty: 6050.672852
	Iteration 14Q: 3 clusters Score -2.331514e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -23315728.000000 Penalty: 6050.672852
	Iteration 15Q: 3 clusters Score -2.331573e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178848 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -23316432.000000 Penalty: 6050.672852
	Iteration 16Q: 3 clusters Score -2.331643e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180915 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -23316960.000000 Penalty: 6050.672852
	Iteration 17Q: 3 clusters Score -2.331696e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182839 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -23317386.000000 Penalty: 6050.672852
	Iteration 18Q: 3 clusters Score -2.331739e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184511 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -23317824.000000 Penalty: 6050.672852
	Iteration 19Q: 3 clusters Score -2.331782e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -23318234.000000 Penalty: 6050.672852
	Iteration 20F: 3 clusters Score -2.331823e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187106 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -23318494.000000 Penalty: 6050.672852
	Iteration 21Q: 3 clusters Score -2.331849e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -23318684.000000 Penalty: 6050.672852
	Iteration 22Q: 3 clusters Score -2.331868e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188904 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -23318780.000000 Penalty: 6050.672852
	Iteration 23Q: 3 clusters Score -2.331878e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189634 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -23318864.000000 Penalty: 6050.672852
	Iteration 24Q: 3 clusters Score -2.331886e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190251 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -23318982.000000 Penalty: 6050.672852
	Iteration 25Q: 3 clusters Score -2.331898e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190799 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -23318942.000000 Penalty: 6050.672852
	Iteration 26Q: 3 clusters Score -2.331894e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191270 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -23318906.000000 Penalty: 6050.672852
	Iteration 27Q: 3 clusters Score -2.331891e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -23318914.000000 Penalty: 6050.672852
	Iteration 28Q: 3 clusters Score -2.331891e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191998 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -23318890.000000 Penalty: 6050.672852
	Iteration 29Q: 3 clusters Score -2.331889e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192283 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -23318790.000000 Penalty: 6050.672852
	Iteration 30Q: 3 clusters Score -2.331879e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192528 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -23318780.000000 Penalty: 6050.672852
	Iteration 31Q: 3 clusters Score -2.331878e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192727 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -23318758.000000 Penalty: 6050.672852
	Iteration 32Q: 3 clusters Score -2.331876e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192897 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -23318740.000000 Penalty: 6050.672852
	Iteration 33Q: 3 clusters Score -2.331874e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193057 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -23318776.000000 Penalty: 6050.672852
	Iteration 34Q: 3 clusters Score -2.331878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193175 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -23318748.000000 Penalty: 6050.672852
	Iteration 35Q: 3 clusters Score -2.331875e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -23318718.000000 Penalty: 6050.672852
	Iteration 36Q: 3 clusters Score -2.331872e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193390 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -23318688.000000 Penalty: 6050.672852
	Iteration 37Q: 3 clusters Score -2.331869e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193480 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -23318678.000000 Penalty: 6050.672852
	Iteration 38Q: 3 clusters Score -2.331868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -23318676.000000 Penalty: 6050.672852
	Iteration 39Q: 3 clusters Score -2.331868e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193594 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -23318672.000000 Penalty: 6050.672852
	Iteration 40F: 3 clusters Score -2.331867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193628 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -23318700.000000 Penalty: 6050.672852
	Iteration 41Q: 3 clusters Score -2.33187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193659 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -23318696.000000 Penalty: 6050.672852
	Iteration 42Q: 3 clusters Score -2.33187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193689 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -23318698.000000 Penalty: 6050.672852
	Iteration 43Q: 3 clusters Score -2.33187e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193742 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -23318674.000000 Penalty: 6050.672852
	Iteration 44Q: 3 clusters Score -2.331867e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193782 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -23318674.000000 Penalty: 6050.672852
	Iteration 45Q: 3 clusters Score -2.331867e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193825 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -23318692.000000 Penalty: 6050.672852
	Iteration 46Q: 3 clusters Score -2.331869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -23318694.000000 Penalty: 6050.672852
	Iteration 47Q: 3 clusters Score -2.331869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193898 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -23318672.000000 Penalty: 6050.672852
	Iteration 48Q: 3 clusters Score -2.331867e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193929 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -23318682.000000 Penalty: 6050.672852
	Iteration 49Q: 3 clusters Score -2.331868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193960 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -23318706.000000 Penalty: 6050.672852
	Iteration 50Q: 3 clusters Score -2.331871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193993 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -23318674.000000 Penalty: 6050.672852
	Iteration 51Q: 3 clusters Score -2.331867e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -23318666.000000 Penalty: 6050.672852
	Iteration 52Q: 3 clusters Score -2.331867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194075 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -23318664.000000 Penalty: 6050.672852
	Iteration 53Q: 3 clusters Score -2.331866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194116 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -23318642.000000 Penalty: 6050.672852
	Iteration 54Q: 3 clusters Score -2.331864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194154 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -23318628.000000 Penalty: 6050.672852
	Iteration 55Q: 3 clusters Score -2.331863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194182 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -23318620.000000 Penalty: 6050.672852
	Iteration 56Q: 3 clusters Score -2.331862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194206 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -23318620.000000 Penalty: 6050.672852
	Iteration 57Q: 3 clusters Score -2.331862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194231 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -23318632.000000 Penalty: 6050.672852
	Iteration 58Q: 3 clusters Score -2.331863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194253 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -23318622.000000 Penalty: 6050.672852
	Iteration 59Q: 3 clusters Score -2.331862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194276 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -23318626.000000 Penalty: 6050.672852
	Iteration 60F: 3 clusters Score -2.331863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194304 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -23318628.000000 Penalty: 6050.672852
	Iteration 61Q: 3 clusters Score -2.331863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194323 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -23318624.000000 Penalty: 6050.672852
	Iteration 62Q: 3 clusters Score -2.331862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194345 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -23318584.000000 Penalty: 6050.672852
	Iteration 63Q: 3 clusters Score -2.331858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194374 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -23318580.000000 Penalty: 6050.672852
	Iteration 64Q: 3 clusters Score -2.331858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194394 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -23318544.000000 Penalty: 6050.672852
	Iteration 65Q: 3 clusters Score -2.331854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194408 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -23318550.000000 Penalty: 6050.672852
	Iteration 66Q: 3 clusters Score -2.331855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194423 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -23318542.000000 Penalty: 6050.672852
	Iteration 67Q: 3 clusters Score -2.331854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194443 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -23318548.000000 Penalty: 6050.672852
	Iteration 68Q: 3 clusters Score -2.331855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194460 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -23318522.000000 Penalty: 6050.672852
	Iteration 69Q: 3 clusters Score -2.331852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -23318524.000000 Penalty: 6050.672852
	Iteration 70Q: 3 clusters Score -2.331852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194500 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -23318490.000000 Penalty: 6050.672852
	Iteration 71Q: 3 clusters Score -2.331849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194521 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -23318498.000000 Penalty: 6050.672852
	Iteration 72Q: 3 clusters Score -2.33185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194543 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -23318492.000000 Penalty: 6050.672852
	Iteration 73Q: 3 clusters Score -2.331849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194562 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -23318494.000000 Penalty: 6050.672852
	Iteration 74Q: 3 clusters Score -2.331849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194576 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -23318496.000000 Penalty: 6050.672852
	Iteration 75Q: 3 clusters Score -2.33185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194587 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -23318466.000000 Penalty: 6050.672852
	Iteration 76Q: 3 clusters Score -2.331847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194594 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -23318492.000000 Penalty: 6050.672852
	Iteration 77Q: 3 clusters Score -2.331849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194602 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23318498.000000 Penalty: 6050.672852
	Iteration 78Q: 3 clusters Score -2.33185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194604 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -23318500.000000 Penalty: 6050.672852
	Iteration 79Q: 3 clusters Score -2.33185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194607 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -23318486.000000 Penalty: 6050.672852
	Iteration 80F: 3 clusters Score -2.331849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194610 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -23318482.000000 Penalty: 6050.672852
	Iteration 81Q: 3 clusters Score -2.331848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194613 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -23318472.000000 Penalty: 6050.672852
	Iteration 82Q: 3 clusters Score -2.331847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194615 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -23318476.000000 Penalty: 6050.672852
	Iteration 83Q: 3 clusters Score -2.331848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194616 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -23318476.000000 Penalty: 6050.672852
	Iteration 84Q: 3 clusters Score -2.331848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194618 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -23318476.000000 Penalty: 6050.672852
	Iteration 85Q: 3 clusters Score -2.331848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194618 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -23318476.000000 Penalty: 6050.672852
	Iteration 86F: 3 clusters Score -2.331848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -140553.453125 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -140553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -138426.812500 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -138426.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -139462.031250 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -139462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140167.937500 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -140167.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -140847.015625 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -140847 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -141378.875000 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -141378.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -141548.156250 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -141548.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -141802.437500 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -141802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142041.109375 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -142041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142197.718750 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -142197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -142233.265625 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -142233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -142241.359375 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -142241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -142245.296875 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -142245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -142251.375000 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -142251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -142256.859375 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -142256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142264.500000 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -142264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142268.515625 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -142268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -142271.781250 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -142271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -142277.906250 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -142277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142300.984375 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -142301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142324.609375 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -142324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142333.265625 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -142333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -142335.140625 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -142335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -142335.140625 Penalty: 3630.324463
	Iteration 22F: 3 clusters Score -142335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 78029 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 198578 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 188547 members 
Mstep: Class 16 contains 308980 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 186321 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 3730 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 980 members 
Entering Unmasked Estep 
Score: -183908736.000000 Penalty: 92156.742188
Splitting cluster 10 changes total score from -183908352.000000 to -183908736.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -346161.937500 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -346161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -343005.781250 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -343005.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -343622.156250 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -343622.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343753.343750 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -343753.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -343817.500000 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -343817.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -343860.187500 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -343860.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343886.625000 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -343886.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -343906.218750 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -343906.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343920.281250 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -343920.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -343933.093750 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -343933.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -343944.343750 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -343944.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -343953.968750 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -343954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -343961.156250 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -343961.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -343966.468750 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -343966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -343970.343750 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -343970.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -343973.156250 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -343973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -343974.656250 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -343974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -343975.562500 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -343975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -343978.750000 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -343978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -343978.968750 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -343979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -343979.218750 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -343979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -343980.625000 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -343980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Entering Unmasked Estep 
Score: -6639654.500000 Penalty: 2712.643066
	Iteration 0F: 2 clusters Score -6639654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6601991.500000 Penalty: 5425.286133
	Iteration 0F: 3 clusters Score -6601992 nChanged 26067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -6616837.500000 Penalty: 5425.286133
	Iteration 1F: 3 clusters Score -6616838 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6617710.000000 Penalty: 5425.286133
	Iteration 2Q: 3 clusters Score -6617710 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -6618924.500000 Penalty: 5425.286133
	Iteration 3Q: 3 clusters Score -6618924 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -6620608.500000 Penalty: 5425.286133
	Iteration 4F: 3 clusters Score -6620608 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6623319.500000 Penalty: 5425.286133
	Iteration 5F: 3 clusters Score -6623320 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6627021.500000 Penalty: 5425.286133
	Iteration 6F: 3 clusters Score -6627022 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6631015.000000 Penalty: 5425.286133
	Iteration 7F: 3 clusters Score -6631015 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -6634235.000000 Penalty: 5425.286133
	Iteration 8F: 3 clusters Score -6634235 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -6636059.000000 Penalty: 5425.286133
	Iteration 9Q: 3 clusters Score -6636059 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -6636925.000000 Penalty: 5425.286133
	Iteration 10Q: 3 clusters Score -6636925 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6637291.500000 Penalty: 5425.286133
	Iteration 11Q: 3 clusters Score -6637292 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -6637461.000000 Penalty: 5425.286133
	Iteration 12Q: 3 clusters Score -6637461 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -6637523.500000 Penalty: 5425.286133
	Iteration 13Q: 3 clusters Score -6637524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -6637594.000000 Penalty: 5425.286133
	Iteration 14Q: 3 clusters Score -6637594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -6637651.000000 Penalty: 5425.286133
	Iteration 15Q: 3 clusters Score -6637651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -6637666.000000 Penalty: 5425.286133
	Iteration 16Q: 3 clusters Score -6637666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -6637685.500000 Penalty: 5425.286133
	Iteration 17Q: 3 clusters Score -6637686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -6637715.500000 Penalty: 5425.286133
	Iteration 18Q: 3 clusters Score -6637716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -6637730.000000 Penalty: 5425.286133
	Iteration 19Q: 3 clusters Score -6637730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -6637754.000000 Penalty: 5425.286133
	Iteration 20F: 3 clusters Score -6637754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -6637763.500000 Penalty: 5425.286133
	Iteration 21Q: 3 clusters Score -6637764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -6637768.500000 Penalty: 5425.286133
	Iteration 22Q: 3 clusters Score -6637768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -6637778.000000 Penalty: 5425.286133
	Iteration 23Q: 3 clusters Score -6637778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -6637786.500000 Penalty: 5425.286133
	Iteration 24Q: 3 clusters Score -6637786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -6637791.000000 Penalty: 5425.286133
	Iteration 25Q: 3 clusters Score -6637791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -6637798.500000 Penalty: 5425.286133
	Iteration 26Q: 3 clusters Score -6637798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6637808.500000 Penalty: 5425.286133
	Iteration 27Q: 3 clusters Score -6637808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -6637800.500000 Penalty: 5425.286133
	Iteration 28Q: 3 clusters Score -6637800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -6637803.500000 Penalty: 5425.286133
	Iteration 29Q: 3 clusters Score -6637804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -6637799.500000 Penalty: 5425.286133
	Iteration 30Q: 3 clusters Score -6637800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -6637809.000000 Penalty: 5425.286133
	Iteration 31Q: 3 clusters Score -6637809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6637805.500000 Penalty: 5425.286133
	Iteration 32Q: 3 clusters Score -6637806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6637811.500000 Penalty: 5425.286133
	Iteration 33Q: 3 clusters Score -6637812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -6637814.500000 Penalty: 5425.286133
	Iteration 34Q: 3 clusters Score -6637814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6637803.500000 Penalty: 5425.286133
	Iteration 35Q: 3 clusters Score -6637804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -6637806.500000 Penalty: 5425.286133
	Iteration 36Q: 3 clusters Score -6637806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -6637810.000000 Penalty: 5425.286133
	Iteration 37Q: 3 clusters Score -6637810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -6637803.500000 Penalty: 5425.286133
	Iteration 38Q: 3 clusters Score -6637804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6637807.000000 Penalty: 5425.286133
	Iteration 39Q: 3 clusters Score -6637807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -6637807.000000 Penalty: 5425.286133
	Iteration 40F: 3 clusters Score -6637807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Entering Unmasked Estep 
Score: -9785383.000000 Penalty: 2811.974609
	Iteration 0F: 2 clusters Score -9785383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -9729346.000000 Penalty: 5623.949219
	Iteration 0F: 3 clusters Score -9729346 nChanged 39418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -9752288.000000 Penalty: 5623.949219
	Iteration 1F: 3 clusters Score -9752288 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -9753645.000000 Penalty: 5623.949219
	Iteration 2Q: 3 clusters Score -9753645 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -9755314.000000 Penalty: 5623.949219
	Iteration 3Q: 3 clusters Score -9755314 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -9757208.000000 Penalty: 5623.949219
	Iteration 4F: 3 clusters Score -9757208 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9759087.000000 Penalty: 5623.949219
	Iteration 5F: 3 clusters Score -9759087 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -9760894.000000 Penalty: 5623.949219
	Iteration 6Q: 3 clusters Score -9760894 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -9762701.000000 Penalty: 5623.949219
	Iteration 7Q: 3 clusters Score -9762701 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -9764648.000000 Penalty: 5623.949219
	Iteration 8Q: 3 clusters Score -9764648 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -9766697.000000 Penalty: 5623.949219
	Iteration 9Q: 3 clusters Score -9766697 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -9769032.000000 Penalty: 5623.949219
	Iteration 10Q: 3 clusters Score -9769032 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9771630.000000 Penalty: 5623.949219
	Iteration 11Q: 3 clusters Score -9771630 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -9774195.000000 Penalty: 5623.949219
	Iteration 12Q: 3 clusters Score -9774195 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -9775838.000000 Penalty: 5623.949219
	Iteration 13Q: 3 clusters Score -9775838 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -9776809.000000 Penalty: 5623.949219
	Iteration 14Q: 3 clusters Score -9776809 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9777599.000000 Penalty: 5623.949219
	Iteration 15Q: 3 clusters Score -9777599 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -9778182.000000 Penalty: 5623.949219
	Iteration 16Q: 3 clusters Score -9778182 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -9778604.000000 Penalty: 5623.949219
	Iteration 17Q: 3 clusters Score -9778604 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9778958.000000 Penalty: 5623.949219
	Iteration 18Q: 3 clusters Score -9778958 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -9779210.000000 Penalty: 5623.949219
	Iteration 19Q: 3 clusters Score -9779210 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -9779448.000000 Penalty: 5623.949219
	Iteration 20F: 3 clusters Score -9779448 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -9779667.000000 Penalty: 5623.949219
	Iteration 21Q: 3 clusters Score -9779667 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -9779894.000000 Penalty: 5623.949219
	Iteration 22Q: 3 clusters Score -9779894 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -9780043.000000 Penalty: 5623.949219
	Iteration 23Q: 3 clusters Score -9780043 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -9780136.000000 Penalty: 5623.949219
	Iteration 24Q: 3 clusters Score -9780136 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -9780218.000000 Penalty: 5623.949219
	Iteration 25Q: 3 clusters Score -9780218 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -9780287.000000 Penalty: 5623.949219
	Iteration 26Q: 3 clusters Score -9780287 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -9780363.000000 Penalty: 5623.949219
	Iteration 27Q: 3 clusters Score -9780363 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -9780447.000000 Penalty: 5623.949219
	Iteration 28Q: 3 clusters Score -9780447 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -9780523.000000 Penalty: 5623.949219
	Iteration 29Q: 3 clusters Score -9780523 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -9780576.000000 Penalty: 5623.949219
	Iteration 30Q: 3 clusters Score -9780576 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -9780595.000000 Penalty: 5623.949219
	Iteration 31Q: 3 clusters Score -9780595 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -9780598.000000 Penalty: 5623.949219
	Iteration 32Q: 3 clusters Score -9780598 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -9780676.000000 Penalty: 5623.949219
	Iteration 33Q: 3 clusters Score -9780676 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -9780732.000000 Penalty: 5623.949219
	Iteration 34Q: 3 clusters Score -9780732 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -9780771.000000 Penalty: 5623.949219
	Iteration 35Q: 3 clusters Score -9780771 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -9780806.000000 Penalty: 5623.949219
	Iteration 36Q: 3 clusters Score -9780806 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -9780849.000000 Penalty: 5623.949219
	Iteration 37Q: 3 clusters Score -9780849 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -9780898.000000 Penalty: 5623.949219
	Iteration 38Q: 3 clusters Score -9780898 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -9780902.000000 Penalty: 5623.949219
	Iteration 39Q: 3 clusters Score -9780902 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -9780954.000000 Penalty: 5623.949219
	Iteration 40F: 3 clusters Score -9780954 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -9780948.000000 Penalty: 5623.949219
	Iteration 41Q: 3 clusters Score -9780948 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -9780989.000000 Penalty: 5623.949219
	Iteration 42Q: 3 clusters Score -9780989 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -9781032.000000 Penalty: 5623.949219
	Iteration 43Q: 3 clusters Score -9781032 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -9781084.000000 Penalty: 5623.949219
	Iteration 44Q: 3 clusters Score -9781084 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -9781171.000000 Penalty: 5623.949219
	Iteration 45Q: 3 clusters Score -9781171 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -9781234.000000 Penalty: 5623.949219
	Iteration 46Q: 3 clusters Score -9781234 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -9781262.000000 Penalty: 5623.949219
	Iteration 47Q: 3 clusters Score -9781262 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -9781303.000000 Penalty: 5623.949219
	Iteration 48Q: 3 clusters Score -9781303 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -9781355.000000 Penalty: 5623.949219
	Iteration 49Q: 3 clusters Score -9781355 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -9781361.000000 Penalty: 5623.949219
	Iteration 50Q: 3 clusters Score -9781361 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -9781365.000000 Penalty: 5623.949219
	Iteration 51Q: 3 clusters Score -9781365 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -9781403.000000 Penalty: 5623.949219
	Iteration 52Q: 3 clusters Score -9781403 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 42666 members 
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	Iteration 241Q: 3 clusters Score -9782079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -9782096.000000 Penalty: 5623.949219
	Iteration 242Q: 3 clusters Score -9782096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -9782103.000000 Penalty: 5623.949219
	Iteration 243Q: 3 clusters Score -9782103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -9782105.000000 Penalty: 5623.949219
	Iteration 244Q: 3 clusters Score -9782105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -9782110.000000 Penalty: 5623.949219
	Iteration 245Q: 3 clusters Score -9782110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -9782103.000000 Penalty: 5623.949219
	Iteration 246Q: 3 clusters Score -9782103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -9782108.000000 Penalty: 5623.949219
	Iteration 247Q: 3 clusters Score -9782108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -9782114.000000 Penalty: 5623.949219
	Iteration 248Q: 3 clusters Score -9782114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -9782109.000000 Penalty: 5623.949219
	Iteration 249Q: 3 clusters Score -9782109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -9782111.000000 Penalty: 5623.949219
	Iteration 250Q: 3 clusters Score -9782111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -9782113.000000 Penalty: 5623.949219
	Iteration 251Q: 3 clusters Score -9782113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -9782108.000000 Penalty: 5623.949219
	Iteration 252Q: 3 clusters Score -9782108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -9782110.000000 Penalty: 5623.949219
	Iteration 253Q: 3 clusters Score -9782110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -9782113.000000 Penalty: 5623.949219
	Iteration 254Q: 3 clusters Score -9782113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -9782113.000000 Penalty: 5623.949219
	Iteration 255Q: 3 clusters Score -9782113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -9782107.000000 Penalty: 5623.949219
	Iteration 256Q: 3 clusters Score -9782107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -9782107.000000 Penalty: 5623.949219
	Iteration 257F: 3 clusters Score -9782107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Entering Unmasked Estep 
Score: -1312167.750000 Penalty: 2317.766602
	Iteration 0F: 2 clusters Score -1312168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1303639.375000 Penalty: 4635.533203
	Iteration 0F: 3 clusters Score -1303639 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1306272.125000 Penalty: 4635.533203
	Iteration 1F: 3 clusters Score -1306272 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1306680.125000 Penalty: 4635.533203
	Iteration 2F: 3 clusters Score -1306680 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1307016.875000 Penalty: 4635.533203
	Iteration 3F: 3 clusters Score -1307017 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1307453.875000 Penalty: 4635.533203
	Iteration 4F: 3 clusters Score -1307454 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1308071.750000 Penalty: 4635.533203
	Iteration 5F: 3 clusters Score -1308072 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1308943.750000 Penalty: 4635.533203
	Iteration 6F: 3 clusters Score -1308944 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1309899.750000 Penalty: 4635.533203
	Iteration 7F: 3 clusters Score -1309900 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1310551.500000 Penalty: 4635.533203
	Iteration 8F: 3 clusters Score -1310552 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1310899.375000 Penalty: 4635.533203
	Iteration 9F: 3 clusters Score -1310899 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1311050.625000 Penalty: 4635.533203
	Iteration 10Q: 3 clusters Score -1311051 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1311110.250000 Penalty: 4635.533203
	Iteration 11Q: 3 clusters Score -1311110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1311151.500000 Penalty: 4635.533203
	Iteration 12Q: 3 clusters Score -1311152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1311178.250000 Penalty: 4635.533203
	Iteration 13Q: 3 clusters Score -1311178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1311196.500000 Penalty: 4635.533203
	Iteration 14Q: 3 clusters Score -1311196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1311210.375000 Penalty: 4635.533203
	Iteration 15Q: 3 clusters Score -1311210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1311219.000000 Penalty: 4635.533203
	Iteration 16Q: 3 clusters Score -1311219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1311233.625000 Penalty: 4635.533203
	Iteration 17Q: 3 clusters Score -1311234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1311235.750000 Penalty: 4635.533203
	Iteration 18Q: 3 clusters Score -1311236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1311242.625000 Penalty: 4635.533203
	Iteration 19Q: 3 clusters Score -1311243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1311247.125000 Penalty: 4635.533203
	Iteration 20F: 3 clusters Score -1311247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1311251.625000 Penalty: 4635.533203
	Iteration 21Q: 3 clusters Score -1311252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1311255.750000 Penalty: 4635.533203
	Iteration 22Q: 3 clusters Score -1311256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1311257.875000 Penalty: 4635.533203
	Iteration 23Q: 3 clusters Score -1311258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1311257.250000 Penalty: 4635.533203
	Iteration 24Q: 3 clusters Score -1311257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1311262.250000 Penalty: 4635.533203
	Iteration 25Q: 3 clusters Score -1311262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1311261.125000 Penalty: 4635.533203
	Iteration 26Q: 3 clusters Score -1311261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1311260.875000 Penalty: 4635.533203
	Iteration 27Q: 3 clusters Score -1311261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1311260.375000 Penalty: 4635.533203
	Iteration 28Q: 3 clusters Score -1311260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1311261.875000 Penalty: 4635.533203
	Iteration 29Q: 3 clusters Score -1311262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1311260.250000 Penalty: 4635.533203
	Iteration 30Q: 3 clusters Score -1311260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1311261.125000 Penalty: 4635.533203
	Iteration 31Q: 3 clusters Score -1311261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1311261.750000 Penalty: 4635.533203
	Iteration 32Q: 3 clusters Score -1311262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1311265.250000 Penalty: 4635.533203
	Iteration 33Q: 3 clusters Score -1311265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1311264.125000 Penalty: 4635.533203
	Iteration 34Q: 3 clusters Score -1311264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1311264.500000 Penalty: 4635.533203
	Iteration 35Q: 3 clusters Score -1311264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1311265.250000 Penalty: 4635.533203
	Iteration 36Q: 3 clusters Score -1311265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1311265.125000 Penalty: 4635.533203
	Iteration 37Q: 3 clusters Score -1311265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1311267.625000 Penalty: 4635.533203
	Iteration 38Q: 3 clusters Score -1311268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1311267.250000 Penalty: 4635.533203
	Iteration 39Q: 3 clusters Score -1311267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1311268.625000 Penalty: 4635.533203
	Iteration 40F: 3 clusters Score -1311269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1311270.500000 Penalty: 4635.533203
	Iteration 41Q: 3 clusters Score -1311270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1311270.375000 Penalty: 4635.533203
	Iteration 42Q: 3 clusters Score -1311270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1311270.375000 Penalty: 4635.533203
	Iteration 43Q: 3 clusters Score -1311270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1311270.375000 Penalty: 4635.533203
	Iteration 44F: 3 clusters Score -1311270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188547 members 
Entering Unmasked Estep 
Score: -22261004.000000 Penalty: 3012.481445
	Iteration 0F: 2 clusters Score -2.2261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -22136508.000000 Penalty: 6024.962891
	Iteration 0F: 3 clusters Score -2.213651e+07 nChanged 90541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -22188974.000000 Penalty: 6024.962891
	Iteration 1F: 3 clusters Score -2.218897e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -22190164.000000 Penalty: 6024.962891
	Iteration 2Q: 3 clusters Score -2.219016e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -22191524.000000 Penalty: 6024.962891
	Iteration 3Q: 3 clusters Score -2.219152e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -22193678.000000 Penalty: 6024.962891
	Iteration 4Q: 3 clusters Score -2.219368e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -22196478.000000 Penalty: 6024.962891
	Iteration 5Q: 3 clusters Score -2.219648e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -22200772.000000 Penalty: 6024.962891
	Iteration 6Q: 3 clusters Score -2.220077e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -22205926.000000 Penalty: 6024.962891
	Iteration 7F: 3 clusters Score -2.220593e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -22213030.000000 Penalty: 6024.962891
	Iteration 8F: 3 clusters Score -2.221303e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -22221710.000000 Penalty: 6024.962891
	Iteration 9F: 3 clusters Score -2.222171e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 117292 members 
Entering Unmasked Estep 
Score: -22231086.000000 Penalty: 6024.962891
	Iteration 10F: 3 clusters Score -2.223109e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 122414 members 
Entering Unmasked Estep 
Score: -22237770.000000 Penalty: 6024.962891
	Iteration 11F: 3 clusters Score -2.223777e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -22241256.000000 Penalty: 6024.962891
	Iteration 12Q: 3 clusters Score -2.224126e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -22243012.000000 Penalty: 6024.962891
	Iteration 13Q: 3 clusters Score -2.224301e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 133480 members 
Entering Unmasked Estep 
Score: -22244302.000000 Penalty: 6024.962891
	Iteration 14Q: 3 clusters Score -2.22443e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -22245462.000000 Penalty: 6024.962891
	Iteration 15Q: 3 clusters Score -2.224546e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -22246530.000000 Penalty: 6024.962891
	Iteration 16Q: 3 clusters Score -2.224653e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 143757 members 
Entering Unmasked Estep 
Score: -22247666.000000 Penalty: 6024.962891
	Iteration 17Q: 3 clusters Score -2.224767e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -22248706.000000 Penalty: 6024.962891
	Iteration 18Q: 3 clusters Score -2.224871e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -22249680.000000 Penalty: 6024.962891
	Iteration 19Q: 3 clusters Score -2.224968e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -22250656.000000 Penalty: 6024.962891
	Iteration 20F: 3 clusters Score -2.225066e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -22251548.000000 Penalty: 6024.962891
	Iteration 21Q: 3 clusters Score -2.225155e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -22252522.000000 Penalty: 6024.962891
	Iteration 22Q: 3 clusters Score -2.225252e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 161785 members 
Entering Unmasked Estep 
Score: -22253382.000000 Penalty: 6024.962891
	Iteration 23Q: 3 clusters Score -2.225338e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 164376 members 
Entering Unmasked Estep 
Score: -22254104.000000 Penalty: 6024.962891
	Iteration 24Q: 3 clusters Score -2.22541e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 166765 members 
Entering Unmasked Estep 
Score: -22254882.000000 Penalty: 6024.962891
	Iteration 25Q: 3 clusters Score -2.225488e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -22255534.000000 Penalty: 6024.962891
	Iteration 26Q: 3 clusters Score -2.225553e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -22256324.000000 Penalty: 6024.962891
	Iteration 27Q: 3 clusters Score -2.225632e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 172781 members 
Entering Unmasked Estep 
Score: -22256806.000000 Penalty: 6024.962891
	Iteration 28Q: 3 clusters Score -2.225681e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -22257452.000000 Penalty: 6024.962891
	Iteration 29Q: 3 clusters Score -2.225745e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -22257982.000000 Penalty: 6024.962891
	Iteration 30Q: 3 clusters Score -2.225798e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -22258266.000000 Penalty: 6024.962891
	Iteration 31Q: 3 clusters Score -2.225827e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 178537 members 
Entering Unmasked Estep 
Score: -22258610.000000 Penalty: 6024.962891
	Iteration 32Q: 3 clusters Score -2.225861e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -22258916.000000 Penalty: 6024.962891
	Iteration 33Q: 3 clusters Score -2.225892e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 180353 members 
Entering Unmasked Estep 
Score: -22259068.000000 Penalty: 6024.962891
	Iteration 34Q: 3 clusters Score -2.225907e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 181080 members 
Entering Unmasked Estep 
Score: -22259328.000000 Penalty: 6024.962891
	Iteration 35Q: 3 clusters Score -2.225933e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 181698 members 
Entering Unmasked Estep 
Score: -22259562.000000 Penalty: 6024.962891
	Iteration 36Q: 3 clusters Score -2.225956e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 182200 members 
Entering Unmasked Estep 
Score: -22259738.000000 Penalty: 6024.962891
	Iteration 37Q: 3 clusters Score -2.225974e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 182636 members 
Entering Unmasked Estep 
Score: -22259802.000000 Penalty: 6024.962891
	Iteration 38Q: 3 clusters Score -2.22598e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 183000 members 
Entering Unmasked Estep 
Score: -22259844.000000 Penalty: 6024.962891
	Iteration 39Q: 3 clusters Score -2.225984e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -22259908.000000 Penalty: 6024.962891
	Iteration 40F: 3 clusters Score -2.225991e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 183551 members 
Entering Unmasked Estep 
Score: -22259912.000000 Penalty: 6024.962891
	Iteration 41Q: 3 clusters Score -2.225991e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 183747 members 
Entering Unmasked Estep 
Score: -22259926.000000 Penalty: 6024.962891
	Iteration 42Q: 3 clusters Score -2.225993e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 183903 members 
Entering Unmasked Estep 
Score: -22260008.000000 Penalty: 6024.962891
	Iteration 43Q: 3 clusters Score -2.226001e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 184032 members 
Entering Unmasked Estep 
Score: -22260020.000000 Penalty: 6024.962891
	Iteration 44Q: 3 clusters Score -2.226002e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 184163 members 
Entering Unmasked Estep 
Score: -22260026.000000 Penalty: 6024.962891
	Iteration 45Q: 3 clusters Score -2.226003e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 184285 members 
Entering Unmasked Estep 
Score: -22259996.000000 Penalty: 6024.962891
	Iteration 46Q: 3 clusters Score -2.226e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 184375 members 
Entering Unmasked Estep 
Score: -22259986.000000 Penalty: 6024.962891
	Iteration 47Q: 3 clusters Score -2.225999e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 184435 members 
Entering Unmasked Estep 
Score: -22259986.000000 Penalty: 6024.962891
	Iteration 48Q: 3 clusters Score -2.225999e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 184483 members 
Entering Unmasked Estep 
Score: -22260010.000000 Penalty: 6024.962891
	Iteration 49Q: 3 clusters Score -2.226001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 184529 members 
Entering Unmasked Estep 
Score: -22260070.000000 Penalty: 6024.962891
	Iteration 50Q: 3 clusters Score -2.226007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 184563 members 
Entering Unmasked Estep 
Score: -22260050.000000 Penalty: 6024.962891
	Iteration 51Q: 3 clusters Score -2.226005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 184588 members 
Entering Unmasked Estep 
Score: -22260034.000000 Penalty: 6024.962891
	Iteration 52Q: 3 clusters Score -2.226003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -22260030.000000 Penalty: 6024.962891
	Iteration 53Q: 3 clusters Score -2.226003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 184636 members 
Entering Unmasked Estep 
Score: -22260058.000000 Penalty: 6024.962891
	Iteration 54Q: 3 clusters Score -2.226006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 184655 members 
Entering Unmasked Estep 
Score: -22260064.000000 Penalty: 6024.962891
	Iteration 55Q: 3 clusters Score -2.226006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 184673 members 
Entering Unmasked Estep 
Score: -22260052.000000 Penalty: 6024.962891
	Iteration 56Q: 3 clusters Score -2.226005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 184680 members 
Entering Unmasked Estep 
Score: -22260058.000000 Penalty: 6024.962891
	Iteration 57Q: 3 clusters Score -2.226006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 184691 members 
Entering Unmasked Estep 
Score: -22260066.000000 Penalty: 6024.962891
	Iteration 58Q: 3 clusters Score -2.226007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 184704 members 
Entering Unmasked Estep 
Score: -22260072.000000 Penalty: 6024.962891
	Iteration 59Q: 3 clusters Score -2.226007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -22260052.000000 Penalty: 6024.962891
	Iteration 60F: 3 clusters Score -2.226005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 184730 members 
Entering Unmasked Estep 
Score: -22260034.000000 Penalty: 6024.962891
	Iteration 61Q: 3 clusters Score -2.226003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 184742 members 
Entering Unmasked Estep 
Score: -22260028.000000 Penalty: 6024.962891
	Iteration 62Q: 3 clusters Score -2.226003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 184750 members 
Entering Unmasked Estep 
Score: -22260028.000000 Penalty: 6024.962891
	Iteration 63Q: 3 clusters Score -2.226003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 184755 members 
Entering Unmasked Estep 
Score: -22260038.000000 Penalty: 6024.962891
	Iteration 64Q: 3 clusters Score -2.226004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 184756 members 
Entering Unmasked Estep 
Score: -22260036.000000 Penalty: 6024.962891
	Iteration 65Q: 3 clusters Score -2.226004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -22260034.000000 Penalty: 6024.962891
	Iteration 66Q: 3 clusters Score -2.226003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -22260034.000000 Penalty: 6024.962891
	Iteration 67F: 3 clusters Score -2.226003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (308980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308980 members 
Entering Unmasked Estep 
Score: -36143596.000000 Penalty: 3134.976074
	Iteration 0F: 2 clusters Score -3.61436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154420 members 
Mstep: Class 2 contains 154560 members 
Entering Unmasked Estep 
Score: -35939800.000000 Penalty: 6269.952148
	Iteration 0F: 3 clusters Score -3.59398e+07 nChanged 149454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -36029452.000000 Penalty: 6269.952148
	Iteration 1F: 3 clusters Score -3.602945e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158414 members 
Mstep: Class 2 contains 150566 members 
Entering Unmasked Estep 
Score: -36031700.000000 Penalty: 6269.952148
	Iteration 2Q: 3 clusters Score -3.60317e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 148848 members 
Entering Unmasked Estep 
Score: -36035708.000000 Penalty: 6269.952148
	Iteration 3Q: 3 clusters Score -3.603571e+07 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162866 members 
Mstep: Class 2 contains 146114 members 
Entering Unmasked Estep 
Score: -36042296.000000 Penalty: 6269.952148
	Iteration 4Q: 3 clusters Score -3.60423e+07 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 142120 members 
Entering Unmasked Estep 
Score: -36052092.000000 Penalty: 6269.952148
	Iteration 5F: 3 clusters Score -3.605209e+07 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172354 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -36065512.000000 Penalty: 6269.952148
	Iteration 6F: 3 clusters Score -3.606551e+07 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178947 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -36081172.000000 Penalty: 6269.952148
	Iteration 7F: 3 clusters Score -3.608117e+07 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185004 members 
Mstep: Class 2 contains 123976 members 
Entering Unmasked Estep 
Score: -36095180.000000 Penalty: 6269.952148
	Iteration 8F: 3 clusters Score -3.609518e+07 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -36103936.000000 Penalty: 6269.952148
	Iteration 9F: 3 clusters Score -3.610394e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -36107924.000000 Penalty: 6269.952148
	Iteration 10Q: 3 clusters Score -3.610792e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197701 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -36110312.000000 Penalty: 6269.952148
	Iteration 11Q: 3 clusters Score -3.611031e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201605 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -36112268.000000 Penalty: 6269.952148
	Iteration 12Q: 3 clusters Score -3.611227e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205585 members 
Mstep: Class 2 contains 103395 members 
Entering Unmasked Estep 
Score: -36114080.000000 Penalty: 6269.952148
	Iteration 13Q: 3 clusters Score -3.611408e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209565 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -36115984.000000 Penalty: 6269.952148
	Iteration 14Q: 3 clusters Score -3.611598e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213489 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -36117572.000000 Penalty: 6269.952148
	Iteration 15Q: 3 clusters Score -3.611757e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217119 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -36119104.000000 Penalty: 6269.952148
	Iteration 16Q: 3 clusters Score -3.61191e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220715 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -36120184.000000 Penalty: 6269.952148
	Iteration 17Q: 3 clusters Score -3.612018e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224362 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -36121592.000000 Penalty: 6269.952148
	Iteration 18Q: 3 clusters Score -3.612159e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227959 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -36122776.000000 Penalty: 6269.952148
	Iteration 19Q: 3 clusters Score -3.612278e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231559 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -36123820.000000 Penalty: 6269.952148
	Iteration 20F: 3 clusters Score -3.612382e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235109 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -36124992.000000 Penalty: 6269.952148
	Iteration 21Q: 3 clusters Score -3.612499e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238691 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -36126008.000000 Penalty: 6269.952148
	Iteration 22Q: 3 clusters Score -3.612601e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242238 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -36127124.000000 Penalty: 6269.952148
	Iteration 23Q: 3 clusters Score -3.612712e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245702 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -36128144.000000 Penalty: 6269.952148
	Iteration 24Q: 3 clusters Score -3.612814e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249153 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -36129196.000000 Penalty: 6269.952148
	Iteration 25Q: 3 clusters Score -3.61292e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252628 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -36130212.000000 Penalty: 6269.952148
	Iteration 26Q: 3 clusters Score -3.613021e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256002 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -36131336.000000 Penalty: 6269.952148
	Iteration 27Q: 3 clusters Score -3.613134e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259255 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -36132232.000000 Penalty: 6269.952148
	Iteration 28Q: 3 clusters Score -3.613223e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262437 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -36133340.000000 Penalty: 6269.952148
	Iteration 29Q: 3 clusters Score -3.613334e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265382 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -36134204.000000 Penalty: 6269.952148
	Iteration 30Q: 3 clusters Score -3.61342e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268304 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -36135172.000000 Penalty: 6269.952148
	Iteration 31Q: 3 clusters Score -3.613517e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271075 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -36135912.000000 Penalty: 6269.952148
	Iteration 32Q: 3 clusters Score -3.613591e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273813 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -36136724.000000 Penalty: 6269.952148
	Iteration 33Q: 3 clusters Score -3.613672e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276423 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -36137540.000000 Penalty: 6269.952148
	Iteration 34Q: 3 clusters Score -3.613754e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278900 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -36138168.000000 Penalty: 6269.952148
	Iteration 35Q: 3 clusters Score -3.613817e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281198 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -36138752.000000 Penalty: 6269.952148
	Iteration 36Q: 3 clusters Score -3.613875e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283367 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -36139376.000000 Penalty: 6269.952148
	Iteration 37Q: 3 clusters Score -3.613938e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285362 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -36140000.000000 Penalty: 6269.952148
	Iteration 38Q: 3 clusters Score -3.614e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287260 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -36140592.000000 Penalty: 6269.952148
	Iteration 39Q: 3 clusters Score -3.614059e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288957 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -36141068.000000 Penalty: 6269.952148
	Iteration 40F: 3 clusters Score -3.614107e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290474 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -36141616.000000 Penalty: 6269.952148
	Iteration 41Q: 3 clusters Score -3.614162e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291844 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -36141992.000000 Penalty: 6269.952148
	Iteration 42Q: 3 clusters Score -3.614199e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293107 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -36142252.000000 Penalty: 6269.952148
	Iteration 43Q: 3 clusters Score -3.614225e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294245 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -36142600.000000 Penalty: 6269.952148
	Iteration 44Q: 3 clusters Score -3.61426e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295280 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -36142844.000000 Penalty: 6269.952148
	Iteration 45Q: 3 clusters Score -3.614284e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296195 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -36143080.000000 Penalty: 6269.952148
	Iteration 46Q: 3 clusters Score -3.614308e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297029 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -36143204.000000 Penalty: 6269.952148
	Iteration 47Q: 3 clusters Score -3.61432e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297795 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -36143456.000000 Penalty: 6269.952148
	Iteration 48Q: 3 clusters Score -3.614346e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298473 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -36143640.000000 Penalty: 6269.952148
	Iteration 49Q: 3 clusters Score -3.614364e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299116 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -36143728.000000 Penalty: 6269.952148
	Iteration 50Q: 3 clusters Score -3.614373e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299693 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -36143848.000000 Penalty: 6269.952148
	Iteration 51Q: 3 clusters Score -3.614385e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300221 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -36143908.000000 Penalty: 6269.952148
	Iteration 52Q: 3 clusters Score -3.614391e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300747 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -36144008.000000 Penalty: 6269.952148
	Iteration 53Q: 3 clusters Score -3.614401e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301219 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -36144048.000000 Penalty: 6269.952148
	Iteration 54Q: 3 clusters Score -3.614405e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301640 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -36144044.000000 Penalty: 6269.952148
	Iteration 55Q: 3 clusters Score -3.614404e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302037 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -36144024.000000 Penalty: 6269.952148
	Iteration 56Q: 3 clusters Score -3.614402e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302387 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -36143964.000000 Penalty: 6269.952148
	Iteration 57Q: 3 clusters Score -3.614396e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302693 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -36143888.000000 Penalty: 6269.952148
	Iteration 58Q: 3 clusters Score -3.614389e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302986 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -36143840.000000 Penalty: 6269.952148
	Iteration 59Q: 3 clusters Score -3.614384e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303258 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -36143628.000000 Penalty: 6269.952148
	Iteration 60F: 3 clusters Score -3.614363e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303499 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -36143504.000000 Penalty: 6269.952148
	Iteration 61Q: 3 clusters Score -3.61435e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303718 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -36143376.000000 Penalty: 6269.952148
	Iteration 62Q: 3 clusters Score -3.614338e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303910 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -36143336.000000 Penalty: 6269.952148
	Iteration 63Q: 3 clusters Score -3.614334e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304093 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -36143304.000000 Penalty: 6269.952148
	Iteration 64Q: 3 clusters Score -3.61433e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304248 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -36143272.000000 Penalty: 6269.952148
	Iteration 65Q: 3 clusters Score -3.614327e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304413 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -36143308.000000 Penalty: 6269.952148
	Iteration 66Q: 3 clusters Score -3.614331e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304578 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -36143268.000000 Penalty: 6269.952148
	Iteration 67Q: 3 clusters Score -3.614327e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304733 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -36143196.000000 Penalty: 6269.952148
	Iteration 68Q: 3 clusters Score -3.61432e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304869 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -36143188.000000 Penalty: 6269.952148
	Iteration 69Q: 3 clusters Score -3.614319e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304991 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -36143200.000000 Penalty: 6269.952148
	Iteration 70Q: 3 clusters Score -3.61432e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305108 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -36143284.000000 Penalty: 6269.952148
	Iteration 71Q: 3 clusters Score -3.614328e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305207 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -36143240.000000 Penalty: 6269.952148
	Iteration 72Q: 3 clusters Score -3.614324e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305295 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -36143284.000000 Penalty: 6269.952148
	Iteration 73Q: 3 clusters Score -3.614328e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305375 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -36143228.000000 Penalty: 6269.952148
	Iteration 74Q: 3 clusters Score -3.614323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305444 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -36143192.000000 Penalty: 6269.952148
	Iteration 75Q: 3 clusters Score -3.614319e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305515 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -36143180.000000 Penalty: 6269.952148
	Iteration 76Q: 3 clusters Score -3.614318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305575 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -36143224.000000 Penalty: 6269.952148
	Iteration 77Q: 3 clusters Score -3.614322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305630 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -36143244.000000 Penalty: 6269.952148
	Iteration 78Q: 3 clusters Score -3.614324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305691 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -36143224.000000 Penalty: 6269.952148
	Iteration 79Q: 3 clusters Score -3.614322e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305743 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -36143212.000000 Penalty: 6269.952148
	Iteration 80F: 3 clusters Score -3.614321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305785 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -36143200.000000 Penalty: 6269.952148
	Iteration 81Q: 3 clusters Score -3.61432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305833 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -36143192.000000 Penalty: 6269.952148
	Iteration 82Q: 3 clusters Score -3.614319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305890 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -36143180.000000 Penalty: 6269.952148
	Iteration 83Q: 3 clusters Score -3.614318e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305930 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -36143164.000000 Penalty: 6269.952148
	Iteration 84Q: 3 clusters Score -3.614316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305958 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -36143144.000000 Penalty: 6269.952148
	Iteration 85Q: 3 clusters Score -3.614314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305996 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -36143136.000000 Penalty: 6269.952148
	Iteration 86Q: 3 clusters Score -3.614314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306028 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -36143148.000000 Penalty: 6269.952148
	Iteration 87Q: 3 clusters Score -3.614315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306060 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -36143132.000000 Penalty: 6269.952148
	Iteration 88Q: 3 clusters Score -3.614313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306084 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -36143144.000000 Penalty: 6269.952148
	Iteration 89Q: 3 clusters Score -3.614314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306102 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -36143088.000000 Penalty: 6269.952148
	Iteration 90Q: 3 clusters Score -3.614309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306122 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -36143088.000000 Penalty: 6269.952148
	Iteration 91Q: 3 clusters Score -3.614309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306133 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -36143068.000000 Penalty: 6269.952148
	Iteration 92Q: 3 clusters Score -3.614307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306145 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -36143064.000000 Penalty: 6269.952148
	Iteration 93Q: 3 clusters Score -3.614306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306159 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -36143080.000000 Penalty: 6269.952148
	Iteration 94Q: 3 clusters Score -3.614308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306177 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -36143060.000000 Penalty: 6269.952148
	Iteration 95Q: 3 clusters Score -3.614306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306192 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -36143032.000000 Penalty: 6269.952148
	Iteration 96Q: 3 clusters Score -3.614303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306205 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -36143028.000000 Penalty: 6269.952148
	Iteration 97Q: 3 clusters Score -3.614303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306225 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -36143020.000000 Penalty: 6269.952148
	Iteration 98Q: 3 clusters Score -3.614302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306237 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -36143036.000000 Penalty: 6269.952148
	Iteration 99Q: 3 clusters Score -3.614304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306251 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -36143024.000000 Penalty: 6269.952148
	Iteration 100F: 3 clusters Score -3.614302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306261 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -36143028.000000 Penalty: 6269.952148
	Iteration 101Q: 3 clusters Score -3.614303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306273 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -36143052.000000 Penalty: 6269.952148
	Iteration 102Q: 3 clusters Score -3.614305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306289 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -36143048.000000 Penalty: 6269.952148
	Iteration 103Q: 3 clusters Score -3.614305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306302 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -36143052.000000 Penalty: 6269.952148
	Iteration 104Q: 3 clusters Score -3.614305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306310 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -36143052.000000 Penalty: 6269.952148
	Iteration 105Q: 3 clusters Score -3.614305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306321 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -36143048.000000 Penalty: 6269.952148
	Iteration 106Q: 3 clusters Score -3.614305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306330 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -36143052.000000 Penalty: 6269.952148
	Iteration 107Q: 3 clusters Score -3.614305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306338 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -36143052.000000 Penalty: 6269.952148
	Iteration 108Q: 3 clusters Score -3.614305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306347 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -36143020.000000 Penalty: 6269.952148
	Iteration 109Q: 3 clusters Score -3.614302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306351 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -36143032.000000 Penalty: 6269.952148
	Iteration 110Q: 3 clusters Score -3.614303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306356 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -36143048.000000 Penalty: 6269.952148
	Iteration 111Q: 3 clusters Score -3.614305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306361 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -36143044.000000 Penalty: 6269.952148
	Iteration 112Q: 3 clusters Score -3.614304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306374 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -36143040.000000 Penalty: 6269.952148
	Iteration 113Q: 3 clusters Score -3.614304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306392 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -36143060.000000 Penalty: 6269.952148
	Iteration 114Q: 3 clusters Score -3.614306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306401 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -36143024.000000 Penalty: 6269.952148
	Iteration 115Q: 3 clusters Score -3.614302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306409 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -36143016.000000 Penalty: 6269.952148
	Iteration 116Q: 3 clusters Score -3.614302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306412 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -36142992.000000 Penalty: 6269.952148
	Iteration 117Q: 3 clusters Score -3.614299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306415 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -36142988.000000 Penalty: 6269.952148
	Iteration 118Q: 3 clusters Score -3.614299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306416 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -36142988.000000 Penalty: 6269.952148
	Iteration 119Q: 3 clusters Score -3.614299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306418 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -36142972.000000 Penalty: 6269.952148
	Iteration 120F: 3 clusters Score -3.614297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306419 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -36142980.000000 Penalty: 6269.952148
	Iteration 121Q: 3 clusters Score -3.614298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306419 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -36142980.000000 Penalty: 6269.952148
	Iteration 122F: 3 clusters Score -3.614298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Entering Unmasked Estep 
Score: -10161936.000000 Penalty: 2817.391602
	Iteration 0F: 2 clusters Score -1.016194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -10104519.000000 Penalty: 5634.783203
	Iteration 0F: 3 clusters Score -1.010452e+07 nChanged 40433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -10128058.000000 Penalty: 5634.783203
	Iteration 1F: 3 clusters Score -1.012806e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -10129313.000000 Penalty: 5634.783203
	Iteration 2Q: 3 clusters Score -1.012931e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -10130806.000000 Penalty: 5634.783203
	Iteration 3Q: 3 clusters Score -1.013081e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -10132197.000000 Penalty: 5634.783203
	Iteration 4Q: 3 clusters Score -1.01322e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -10133637.000000 Penalty: 5634.783203
	Iteration 5Q: 3 clusters Score -1.013364e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -10135247.000000 Penalty: 5634.783203
	Iteration 6Q: 3 clusters Score -1.013525e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -10137103.000000 Penalty: 5634.783203
	Iteration 7Q: 3 clusters Score -1.01371e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -10139466.000000 Penalty: 5634.783203
	Iteration 8F: 3 clusters Score -1.013947e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -10142618.000000 Penalty: 5634.783203
	Iteration 9F: 3 clusters Score -1.014262e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -10145908.000000 Penalty: 5634.783203
	Iteration 10F: 3 clusters Score -1.014591e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -10148884.000000 Penalty: 5634.783203
	Iteration 11F: 3 clusters Score -1.014888e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -10151047.000000 Penalty: 5634.783203
	Iteration 12Q: 3 clusters Score -1.015105e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -10152334.000000 Penalty: 5634.783203
	Iteration 13Q: 3 clusters Score -1.015233e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -10153233.000000 Penalty: 5634.783203
	Iteration 14Q: 3 clusters Score -1.015323e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -10154040.000000 Penalty: 5634.783203
	Iteration 15Q: 3 clusters Score -1.015404e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -10154794.000000 Penalty: 5634.783203
	Iteration 16Q: 3 clusters Score -1.015479e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -10155347.000000 Penalty: 5634.783203
	Iteration 17Q: 3 clusters Score -1.015535e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -10155877.000000 Penalty: 5634.783203
	Iteration 18Q: 3 clusters Score -1.015588e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -10156400.000000 Penalty: 5634.783203
	Iteration 19Q: 3 clusters Score -1.01564e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -10156739.000000 Penalty: 5634.783203
	Iteration 20F: 3 clusters Score -1.015674e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -10157209.000000 Penalty: 5634.783203
	Iteration 21Q: 3 clusters Score -1.015721e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -10157544.000000 Penalty: 5634.783203
	Iteration 22Q: 3 clusters Score -1.015754e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -10157815.000000 Penalty: 5634.783203
	Iteration 23Q: 3 clusters Score -1.015782e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -10158086.000000 Penalty: 5634.783203
	Iteration 24Q: 3 clusters Score -1.015809e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -10158277.000000 Penalty: 5634.783203
	Iteration 25Q: 3 clusters Score -1.015828e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -10158493.000000 Penalty: 5634.783203
	Iteration 26Q: 3 clusters Score -1.015849e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -10158629.000000 Penalty: 5634.783203
	Iteration 27Q: 3 clusters Score -1.015863e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -10158786.000000 Penalty: 5634.783203
	Iteration 28Q: 3 clusters Score -1.015879e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -10158975.000000 Penalty: 5634.783203
	Iteration 29Q: 3 clusters Score -1.015898e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -10159236.000000 Penalty: 5634.783203
	Iteration 30Q: 3 clusters Score -1.015924e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -10159410.000000 Penalty: 5634.783203
	Iteration 31Q: 3 clusters Score -1.015941e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -10159570.000000 Penalty: 5634.783203
	Iteration 32Q: 3 clusters Score -1.015957e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -10159705.000000 Penalty: 5634.783203
	Iteration 33Q: 3 clusters Score -1.01597e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -10159811.000000 Penalty: 5634.783203
	Iteration 34Q: 3 clusters Score -1.015981e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -10159912.000000 Penalty: 5634.783203
	Iteration 35Q: 3 clusters Score -1.015991e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -10160004.000000 Penalty: 5634.783203
	Iteration 36Q: 3 clusters Score -1.016e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -10160076.000000 Penalty: 5634.783203
	Iteration 37Q: 3 clusters Score -1.016008e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -10160156.000000 Penalty: 5634.783203
	Iteration 38Q: 3 clusters Score -1.016016e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -10160209.000000 Penalty: 5634.783203
	Iteration 39Q: 3 clusters Score -1.016021e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -10160266.000000 Penalty: 5634.783203
	Iteration 40F: 3 clusters Score -1.016027e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -10160322.000000 Penalty: 5634.783203
	Iteration 41Q: 3 clusters Score -1.016032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -10160369.000000 Penalty: 5634.783203
	Iteration 42Q: 3 clusters Score -1.016037e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -10160411.000000 Penalty: 5634.783203
	Iteration 43Q: 3 clusters Score -1.016041e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -10160462.000000 Penalty: 5634.783203
	Iteration 44Q: 3 clusters Score -1.016046e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -10160519.000000 Penalty: 5634.783203
	Iteration 45Q: 3 clusters Score -1.016052e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -10160560.000000 Penalty: 5634.783203
	Iteration 46Q: 3 clusters Score -1.016056e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -10160578.000000 Penalty: 5634.783203
	Iteration 47Q: 3 clusters Score -1.016058e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -10160599.000000 Penalty: 5634.783203
	Iteration 48Q: 3 clusters Score -1.01606e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -10160620.000000 Penalty: 5634.783203
	Iteration 49Q: 3 clusters Score -1.016062e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -10160610.000000 Penalty: 5634.783203
	Iteration 50Q: 3 clusters Score -1.016061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -10160637.000000 Penalty: 5634.783203
	Iteration 51Q: 3 clusters Score -1.016064e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -10160644.000000 Penalty: 5634.783203
	Iteration 52Q: 3 clusters Score -1.016064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -10160653.000000 Penalty: 5634.783203
	Iteration 53Q: 3 clusters Score -1.016065e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -10160662.000000 Penalty: 5634.783203
	Iteration 54Q: 3 clusters Score -1.016066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -10160666.000000 Penalty: 5634.783203
	Iteration 55Q: 3 clusters Score -1.016067e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -10160674.000000 Penalty: 5634.783203
	Iteration 56Q: 3 clusters Score -1.016067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 83850 members 
Entering Unmasked Estep 
Score: -10160676.000000 Penalty: 5634.783203
	Iteration 57Q: 3 clusters Score -1.016068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -10160695.000000 Penalty: 5634.783203
	Iteration 58Q: 3 clusters Score -1.01607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -10160694.000000 Penalty: 5634.783203
	Iteration 59Q: 3 clusters Score -1.016069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -10160692.000000 Penalty: 5634.783203
	Iteration 60F: 3 clusters Score -1.016069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -10160690.000000 Penalty: 5634.783203
	Iteration 61Q: 3 clusters Score -1.016069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10160686.000000 Penalty: 5634.783203
	Iteration 62Q: 3 clusters Score -1.016069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -10160693.000000 Penalty: 5634.783203
	Iteration 63Q: 3 clusters Score -1.016069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -10160691.000000 Penalty: 5634.783203
	Iteration 64Q: 3 clusters Score -1.016069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -10160691.000000 Penalty: 5634.783203
	Iteration 65Q: 3 clusters Score -1.016069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -10160691.000000 Penalty: 5634.783203
	Iteration 66Q: 3 clusters Score -1.016069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -10160697.000000 Penalty: 5634.783203
	Iteration 67Q: 3 clusters Score -1.01607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -10160695.000000 Penalty: 5634.783203
	Iteration 68Q: 3 clusters Score -1.01607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -10160694.000000 Penalty: 5634.783203
	Iteration 69Q: 3 clusters Score -1.016069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -10160688.000000 Penalty: 5634.783203
	Iteration 70Q: 3 clusters Score -1.016069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -10160692.000000 Penalty: 5634.783203
	Iteration 71Q: 3 clusters Score -1.016069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -10160690.000000 Penalty: 5634.783203
	Iteration 72Q: 3 clusters Score -1.016069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -10160693.000000 Penalty: 5634.783203
	Iteration 73Q: 3 clusters Score -1.016069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10160698.000000 Penalty: 5634.783203
	Iteration 74Q: 3 clusters Score -1.01607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -10160709.000000 Penalty: 5634.783203
	Iteration 75Q: 3 clusters Score -1.016071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -10160695.000000 Penalty: 5634.783203
	Iteration 76Q: 3 clusters Score -1.01607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -10160700.000000 Penalty: 5634.783203
	Iteration 77Q: 3 clusters Score -1.01607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -10160695.000000 Penalty: 5634.783203
	Iteration 78Q: 3 clusters Score -1.01607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -10160694.000000 Penalty: 5634.783203
	Iteration 79Q: 3 clusters Score -1.016069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -10160702.000000 Penalty: 5634.783203
	Iteration 80F: 3 clusters Score -1.01607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -10160707.000000 Penalty: 5634.783203
	Iteration 81Q: 3 clusters Score -1.016071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -10160706.000000 Penalty: 5634.783203
	Iteration 82Q: 3 clusters Score -1.016071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -10160703.000000 Penalty: 5634.783203
	Iteration 83Q: 3 clusters Score -1.01607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -10160703.000000 Penalty: 5634.783203
	Iteration 84F: 3 clusters Score -1.01607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (186321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186321 members 
Entering Unmasked Estep 
Score: -21889204.000000 Penalty: 3009.536133
	Iteration 0F: 2 clusters Score -2.18892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -21765700.000000 Penalty: 6019.072266
	Iteration 0F: 3 clusters Score -2.17657e+07 nChanged 89383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -21818646.000000 Penalty: 6019.072266
	Iteration 1F: 3 clusters Score -2.181865e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -21820766.000000 Penalty: 6019.072266
	Iteration 2Q: 3 clusters Score -2.182077e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -21823742.000000 Penalty: 6019.072266
	Iteration 3Q: 3 clusters Score -2.182374e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -21828384.000000 Penalty: 6019.072266
	Iteration 4F: 3 clusters Score -2.182838e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -21835808.000000 Penalty: 6019.072266
	Iteration 5F: 3 clusters Score -2.183581e+07 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139477 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -21846690.000000 Penalty: 6019.072266
	Iteration 6F: 3 clusters Score -2.184669e+07 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -21859928.000000 Penalty: 6019.072266
	Iteration 7F: 3 clusters Score -2.185993e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -21871760.000000 Penalty: 6019.072266
	Iteration 8F: 3 clusters Score -2.187176e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -21879834.000000 Penalty: 6019.072266
	Iteration 9Q: 3 clusters Score -2.187983e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -21883942.000000 Penalty: 6019.072266
	Iteration 10Q: 3 clusters Score -2.188394e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183120 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -21885656.000000 Penalty: 6019.072266
	Iteration 11Q: 3 clusters Score -2.188566e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184197 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -21886390.000000 Penalty: 6019.072266
	Iteration 12Q: 3 clusters Score -2.188639e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184703 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21886832.000000 Penalty: 6019.072266
	Iteration 13Q: 3 clusters Score -2.188683e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184954 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -21887126.000000 Penalty: 6019.072266
	Iteration 14Q: 3 clusters Score -2.188713e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185074 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21887254.000000 Penalty: 6019.072266
	Iteration 15Q: 3 clusters Score -2.188725e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185123 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21887338.000000 Penalty: 6019.072266
	Iteration 16Q: 3 clusters Score -2.188734e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185152 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21887418.000000 Penalty: 6019.072266
	Iteration 17Q: 3 clusters Score -2.188742e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21887416.000000 Penalty: 6019.072266
	Iteration 18Q: 3 clusters Score -2.188742e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21887426.000000 Penalty: 6019.072266
	Iteration 19Q: 3 clusters Score -2.188743e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21887452.000000 Penalty: 6019.072266
	Iteration 20F: 3 clusters Score -2.188745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21887462.000000 Penalty: 6019.072266
	Iteration 21Q: 3 clusters Score -2.188746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21887492.000000 Penalty: 6019.072266
	Iteration 22Q: 3 clusters Score -2.188749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185157 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21887466.000000 Penalty: 6019.072266
	Iteration 23Q: 3 clusters Score -2.188747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185153 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21887502.000000 Penalty: 6019.072266
	Iteration 24Q: 3 clusters Score -2.18875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185153 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -21887522.000000 Penalty: 6019.072266
	Iteration 25Q: 3 clusters Score -2.188752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21887526.000000 Penalty: 6019.072266
	Iteration 26Q: 3 clusters Score -2.188753e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21887552.000000 Penalty: 6019.072266
	Iteration 27Q: 3 clusters Score -2.188755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185157 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21887546.000000 Penalty: 6019.072266
	Iteration 28Q: 3 clusters Score -2.188755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21887552.000000 Penalty: 6019.072266
	Iteration 29Q: 3 clusters Score -2.188755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185157 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21887564.000000 Penalty: 6019.072266
	Iteration 30Q: 3 clusters Score -2.188756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21887566.000000 Penalty: 6019.072266
	Iteration 31Q: 3 clusters Score -2.188757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21887558.000000 Penalty: 6019.072266
	Iteration 32Q: 3 clusters Score -2.188756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185155 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21887560.000000 Penalty: 6019.072266
	Iteration 33Q: 3 clusters Score -2.188756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21887564.000000 Penalty: 6019.072266
	Iteration 34Q: 3 clusters Score -2.188756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21887588.000000 Penalty: 6019.072266
	Iteration 35Q: 3 clusters Score -2.188759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185160 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21887582.000000 Penalty: 6019.072266
	Iteration 36Q: 3 clusters Score -2.188758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21887574.000000 Penalty: 6019.072266
	Iteration 37Q: 3 clusters Score -2.188757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21887562.000000 Penalty: 6019.072266
	Iteration 38Q: 3 clusters Score -2.188756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21887568.000000 Penalty: 6019.072266
	Iteration 39Q: 3 clusters Score -2.188757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21887562.000000 Penalty: 6019.072266
	Iteration 40F: 3 clusters Score -2.188756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185172 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21887562.000000 Penalty: 6019.072266
	Iteration 41Q: 3 clusters Score -2.188756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185171 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21887564.000000 Penalty: 6019.072266
	Iteration 42Q: 3 clusters Score -2.188756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21887566.000000 Penalty: 6019.072266
	Iteration 43Q: 3 clusters Score -2.188757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21887560.000000 Penalty: 6019.072266
	Iteration 44Q: 3 clusters Score -2.188756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21887554.000000 Penalty: 6019.072266
	Iteration 45Q: 3 clusters Score -2.188755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21887562.000000 Penalty: 6019.072266
	Iteration 46Q: 3 clusters Score -2.188756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21887554.000000 Penalty: 6019.072266
	Iteration 47Q: 3 clusters Score -2.188755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21887550.000000 Penalty: 6019.072266
	Iteration 48Q: 3 clusters Score -2.188755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185172 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21887542.000000 Penalty: 6019.072266
	Iteration 49Q: 3 clusters Score -2.188754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185172 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21887554.000000 Penalty: 6019.072266
	Iteration 50Q: 3 clusters Score -2.188755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185172 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21887548.000000 Penalty: 6019.072266
	Iteration 51Q: 3 clusters Score -2.188755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -21887552.000000 Penalty: 6019.072266
	Iteration 52Q: 3 clusters Score -2.188755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185174 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21887566.000000 Penalty: 6019.072266
	Iteration 53Q: 3 clusters Score -2.188757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185174 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21887566.000000 Penalty: 6019.072266
	Iteration 54F: 3 clusters Score -2.188757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Entering Unmasked Estep 
Score: -4183205.750000 Penalty: 2595.705566
	Iteration 0F: 2 clusters Score -4183206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4159199.250000 Penalty: 5191.411133
	Iteration 0F: 3 clusters Score -4159199 nChanged 16067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4168012.250000 Penalty: 5191.411133
	Iteration 1F: 3 clusters Score -4168012 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4168516.500000 Penalty: 5191.411133
	Iteration 2Q: 3 clusters Score -4168516 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4168927.750000 Penalty: 5191.411133
	Iteration 3Q: 3 clusters Score -4168928 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4169288.250000 Penalty: 5191.411133
	Iteration 4Q: 3 clusters Score -4169288 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4169605.000000 Penalty: 5191.411133
	Iteration 5Q: 3 clusters Score -4169605 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4169966.000000 Penalty: 5191.411133
	Iteration 6Q: 3 clusters Score -4169966 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4170438.250000 Penalty: 5191.411133
	Iteration 7Q: 3 clusters Score -4170438 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4171067.500000 Penalty: 5191.411133
	Iteration 8Q: 3 clusters Score -4171068 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4171926.750000 Penalty: 5191.411133
	Iteration 9Q: 3 clusters Score -4171927 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4173055.750000 Penalty: 5191.411133
	Iteration 10F: 3 clusters Score -4173056 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4174420.750000 Penalty: 5191.411133
	Iteration 11F: 3 clusters Score -4174421 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4175894.000000 Penalty: 5191.411133
	Iteration 12F: 3 clusters Score -4175894 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4177365.500000 Penalty: 5191.411133
	Iteration 13F: 3 clusters Score -4177366 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4178638.500000 Penalty: 5191.411133
	Iteration 14Q: 3 clusters Score -4178638 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4179569.750000 Penalty: 5191.411133
	Iteration 15Q: 3 clusters Score -4179570 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4180156.000000 Penalty: 5191.411133
	Iteration 16Q: 3 clusters Score -4180156 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4180447.500000 Penalty: 5191.411133
	Iteration 17Q: 3 clusters Score -4180448 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4180647.000000 Penalty: 5191.411133
	Iteration 18Q: 3 clusters Score -4180647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4180757.750000 Penalty: 5191.411133
	Iteration 19Q: 3 clusters Score -4180758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4180833.750000 Penalty: 5191.411133
	Iteration 20F: 3 clusters Score -4180834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4180874.250000 Penalty: 5191.411133
	Iteration 21Q: 3 clusters Score -4180874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4180901.750000 Penalty: 5191.411133
	Iteration 22Q: 3 clusters Score -4180902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4180925.500000 Penalty: 5191.411133
	Iteration 23Q: 3 clusters Score -4180926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4180936.000000 Penalty: 5191.411133
	Iteration 24Q: 3 clusters Score -4180936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4180939.500000 Penalty: 5191.411133
	Iteration 25Q: 3 clusters Score -4180940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4180944.250000 Penalty: 5191.411133
	Iteration 26Q: 3 clusters Score -4180944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4180951.500000 Penalty: 5191.411133
	Iteration 27Q: 3 clusters Score -4180952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4180959.250000 Penalty: 5191.411133
	Iteration 28Q: 3 clusters Score -4180959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4180963.000000 Penalty: 5191.411133
	Iteration 29Q: 3 clusters Score -4180963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4180964.250000 Penalty: 5191.411133
	Iteration 30Q: 3 clusters Score -4180964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4180973.000000 Penalty: 5191.411133
	Iteration 31Q: 3 clusters Score -4180973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4180974.500000 Penalty: 5191.411133
	Iteration 32Q: 3 clusters Score -4180974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4180976.000000 Penalty: 5191.411133
	Iteration 33Q: 3 clusters Score -4180976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4180976.750000 Penalty: 5191.411133
	Iteration 34Q: 3 clusters Score -4180977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4180977.000000 Penalty: 5191.411133
	Iteration 35Q: 3 clusters Score -4180977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4180977.750000 Penalty: 5191.411133
	Iteration 36Q: 3 clusters Score -4180978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4180982.250000 Penalty: 5191.411133
	Iteration 37Q: 3 clusters Score -4180982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4180985.500000 Penalty: 5191.411133
	Iteration 38Q: 3 clusters Score -4180986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4180985.500000 Penalty: 5191.411133
	Iteration 39F: 3 clusters Score -4180986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -211377.671875 Penalty: 1864.210327
	Iteration 0F: 2 clusters Score -211377.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208854.515625 Penalty: 3728.420654
	Iteration 0F: 3 clusters Score -208854.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -209273.218750 Penalty: 3728.420654
	Iteration 1F: 3 clusters Score -209273.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209396.875000 Penalty: 3728.420654
	Iteration 2F: 3 clusters Score -209396.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209461.078125 Penalty: 3728.420654
	Iteration 3Q: 3 clusters Score -209461.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209494.593750 Penalty: 3728.420654
	Iteration 4Q: 3 clusters Score -209494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209513.546875 Penalty: 3728.420654
	Iteration 5Q: 3 clusters Score -209513.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209533.328125 Penalty: 3728.420654
	Iteration 6Q: 3 clusters Score -209533.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209556.015625 Penalty: 3728.420654
	Iteration 7Q: 3 clusters Score -209556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209568.578125 Penalty: 3728.420654
	Iteration 8Q: 3 clusters Score -209568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -209571.968750 Penalty: 3728.420654
	Iteration 9Q: 3 clusters Score -209572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209575.281250 Penalty: 3728.420654
	Iteration 10Q: 3 clusters Score -209575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209580.812500 Penalty: 3728.420654
	Iteration 11Q: 3 clusters Score -209580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209583.187500 Penalty: 3728.420654
	Iteration 12Q: 3 clusters Score -209583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209583.515625 Penalty: 3728.420654
	Iteration 13Q: 3 clusters Score -209583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209583.515625 Penalty: 3728.420654
	Iteration 14F: 3 clusters Score -209583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Entering Unmasked Estep 
Score: -5050723.500000 Penalty: 2644.263428
	Iteration 0F: 2 clusters Score -5050724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5022133.500000 Penalty: 5288.526855
	Iteration 0F: 3 clusters Score -5022134 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5032915.000000 Penalty: 5288.526855
	Iteration 1F: 3 clusters Score -5032915 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5033508.500000 Penalty: 5288.526855
	Iteration 2Q: 3 clusters Score -5033508 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5034063.000000 Penalty: 5288.526855
	Iteration 3Q: 3 clusters Score -5034063 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5034815.000000 Penalty: 5288.526855
	Iteration 4Q: 3 clusters Score -5034815 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5035606.500000 Penalty: 5288.526855
	Iteration 5Q: 3 clusters Score -5035606 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -5036760.500000 Penalty: 5288.526855
	Iteration 6F: 3 clusters Score -5036760 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5038210.000000 Penalty: 5288.526855
	Iteration 7F: 3 clusters Score -5038210 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -5039807.000000 Penalty: 5288.526855
	Iteration 8F: 3 clusters Score -5039807 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5041482.000000 Penalty: 5288.526855
	Iteration 9F: 3 clusters Score -5041482 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -5043049.500000 Penalty: 5288.526855
	Iteration 10F: 3 clusters Score -5043050 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -5044383.500000 Penalty: 5288.526855
	Iteration 11Q: 3 clusters Score -5044384 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -5045509.500000 Penalty: 5288.526855
	Iteration 12Q: 3 clusters Score -5045510 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -5046415.000000 Penalty: 5288.526855
	Iteration 13Q: 3 clusters Score -5046415 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5046934.500000 Penalty: 5288.526855
	Iteration 14Q: 3 clusters Score -5046934 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5047215.000000 Penalty: 5288.526855
	Iteration 15Q: 3 clusters Score -5047215 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5047436.500000 Penalty: 5288.526855
	Iteration 16Q: 3 clusters Score -5047436 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5047631.500000 Penalty: 5288.526855
	Iteration 17Q: 3 clusters Score -5047632 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -5047759.000000 Penalty: 5288.526855
	Iteration 18Q: 3 clusters Score -5047759 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5047882.500000 Penalty: 5288.526855
	Iteration 19Q: 3 clusters Score -5047882 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -5048023.000000 Penalty: 5288.526855
	Iteration 20F: 3 clusters Score -5048023 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5048093.500000 Penalty: 5288.526855
	Iteration 21Q: 3 clusters Score -5048094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5048144.000000 Penalty: 5288.526855
	Iteration 22Q: 3 clusters Score -5048144 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -5048197.500000 Penalty: 5288.526855
	Iteration 23Q: 3 clusters Score -5048198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5048240.500000 Penalty: 5288.526855
	Iteration 24Q: 3 clusters Score -5048240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5048304.500000 Penalty: 5288.526855
	Iteration 25Q: 3 clusters Score -5048304 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5048321.500000 Penalty: 5288.526855
	Iteration 26Q: 3 clusters Score -5048322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -5048361.000000 Penalty: 5288.526855
	Iteration 27Q: 3 clusters Score -5048361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5048398.500000 Penalty: 5288.526855
	Iteration 28Q: 3 clusters Score -5048398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5048409.500000 Penalty: 5288.526855
	Iteration 29Q: 3 clusters Score -5048410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5048438.000000 Penalty: 5288.526855
	Iteration 30Q: 3 clusters Score -5048438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -5048449.000000 Penalty: 5288.526855
	Iteration 31Q: 3 clusters Score -5048449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5048484.500000 Penalty: 5288.526855
	Iteration 32Q: 3 clusters Score -5048484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5048508.500000 Penalty: 5288.526855
	Iteration 33Q: 3 clusters Score -5048508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -5048531.000000 Penalty: 5288.526855
	Iteration 34Q: 3 clusters Score -5048531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -5048543.000000 Penalty: 5288.526855
	Iteration 35Q: 3 clusters Score -5048543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -5048560.500000 Penalty: 5288.526855
	Iteration 36Q: 3 clusters Score -5048560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5048552.000000 Penalty: 5288.526855
	Iteration 37Q: 3 clusters Score -5048552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5048566.000000 Penalty: 5288.526855
	Iteration 38Q: 3 clusters Score -5048566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5048559.000000 Penalty: 5288.526855
	Iteration 39Q: 3 clusters Score -5048559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5048577.000000 Penalty: 5288.526855
	Iteration 40F: 3 clusters Score -5048577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5048584.500000 Penalty: 5288.526855
	Iteration 41Q: 3 clusters Score -5048584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5048581.000000 Penalty: 5288.526855
	Iteration 42Q: 3 clusters Score -5048581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5048581.500000 Penalty: 5288.526855
	Iteration 43Q: 3 clusters Score -5048582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5048581.500000 Penalty: 5288.526855
	Iteration 44Q: 3 clusters Score -5048582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5048583.000000 Penalty: 5288.526855
	Iteration 45Q: 3 clusters Score -5048583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5048590.000000 Penalty: 5288.526855
	Iteration 46Q: 3 clusters Score -5048590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5048594.000000 Penalty: 5288.526855
	Iteration 47Q: 3 clusters Score -5048594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5048600.000000 Penalty: 5288.526855
	Iteration 48Q: 3 clusters Score -5048600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5048604.500000 Penalty: 5288.526855
	Iteration 49Q: 3 clusters Score -5048604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5048609.000000 Penalty: 5288.526855
	Iteration 50Q: 3 clusters Score -5048609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5048606.000000 Penalty: 5288.526855
	Iteration 51Q: 3 clusters Score -5048606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5048597.000000 Penalty: 5288.526855
	Iteration 52Q: 3 clusters Score -5048597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5048611.000000 Penalty: 5288.526855
	Iteration 53Q: 3 clusters Score -5048611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5048612.000000 Penalty: 5288.526855
	Iteration 54Q: 3 clusters Score -5048612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5048615.000000 Penalty: 5288.526855
	Iteration 55Q: 3 clusters Score -5048615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5048614.000000 Penalty: 5288.526855
	Iteration 56Q: 3 clusters Score -5048614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -5048616.000000 Penalty: 5288.526855
	Iteration 57Q: 3 clusters Score -5048616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5048617.500000 Penalty: 5288.526855
	Iteration 58Q: 3 clusters Score -5048618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5048619.000000 Penalty: 5288.526855
	Iteration 59Q: 3 clusters Score -5048619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5048614.500000 Penalty: 5288.526855
	Iteration 60F: 3 clusters Score -5048614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5048616.500000 Penalty: 5288.526855
	Iteration 61Q: 3 clusters Score -5048616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -5048622.000000 Penalty: 5288.526855
	Iteration 62Q: 3 clusters Score -5048622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5048623.500000 Penalty: 5288.526855
	Iteration 63Q: 3 clusters Score -5048624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5048632.000000 Penalty: 5288.526855
	Iteration 64Q: 3 clusters Score -5048632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5048621.500000 Penalty: 5288.526855
	Iteration 65Q: 3 clusters Score -5048622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5048627.500000 Penalty: 5288.526855
	Iteration 66Q: 3 clusters Score -5048628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5048636.000000 Penalty: 5288.526855
	Iteration 67Q: 3 clusters Score -5048636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -5048636.500000 Penalty: 5288.526855
	Iteration 68Q: 3 clusters Score -5048636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5048640.000000 Penalty: 5288.526855
	Iteration 69Q: 3 clusters Score -5048640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -5048640.000000 Penalty: 5288.526855
	Iteration 70Q: 3 clusters Score -5048640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -5048644.500000 Penalty: 5288.526855
	Iteration 71Q: 3 clusters Score -5048644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5048646.000000 Penalty: 5288.526855
	Iteration 72Q: 3 clusters Score -5048646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5048648.000000 Penalty: 5288.526855
	Iteration 73Q: 3 clusters Score -5048648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5048648.500000 Penalty: 5288.526855
	Iteration 74Q: 3 clusters Score -5048648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5048647.500000 Penalty: 5288.526855
	Iteration 75Q: 3 clusters Score -5048648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -5048635.000000 Penalty: 5288.526855
	Iteration 76Q: 3 clusters Score -5048635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5048632.500000 Penalty: 5288.526855
	Iteration 77Q: 3 clusters Score -5048632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5048638.500000 Penalty: 5288.526855
	Iteration 78Q: 3 clusters Score -5048638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5048642.000000 Penalty: 5288.526855
	Iteration 79Q: 3 clusters Score -5048642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5048643.500000 Penalty: 5288.526855
	Iteration 80F: 3 clusters Score -5048644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5048640.500000 Penalty: 5288.526855
	Iteration 81Q: 3 clusters Score -5048640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -5048641.000000 Penalty: 5288.526855
	Iteration 82Q: 3 clusters Score -5048641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5048643.500000 Penalty: 5288.526855
	Iteration 83Q: 3 clusters Score -5048644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5048649.500000 Penalty: 5288.526855
	Iteration 84Q: 3 clusters Score -5048650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5048649.500000 Penalty: 5288.526855
	Iteration 85F: 3 clusters Score -5048650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -374324.156250 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -374324.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370918.062500 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -370918.1 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -375685.375000 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -375685.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -383314.875000 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -383314.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -388780.843750 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -388780.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -389607.625000 Penalty: 4079.184814
	Iteration 4Q: 3 clusters Score -389607.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -390581.625000 Penalty: 4079.184814
	Iteration 5Q: 3 clusters Score -390581.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -390955.031250 Penalty: 4079.184814
	Iteration 6Q: 3 clusters Score -390955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -390998.375000 Penalty: 4079.184814
	Iteration 7Q: 3 clusters Score -390998.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -391009.406250 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -391009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -391019.250000 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -391019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -391020.187500 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -391020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -391038.468750 Penalty: 4079.184814
	Iteration 11F: 3 clusters Score -391038.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -391071.875000 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -391071.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -391149.343750 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -391149.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -391296.093750 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -391296.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -391553.125000 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -391553.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -391868.156250 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -391868.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -392191.625000 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -392191.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -392300.062500 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -392300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -392302.156250 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -392302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -392302.156250 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -392302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 78029 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 198578 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 188547 members 
Mstep: Class 16 contains 308980 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 186321 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 2448 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 1282 members 
Entering Unmasked Estep 
Score: -183935328.000000 Penalty: 95701.226562
Splitting cluster 22 changes total score from -183908352.000000 to -183935328.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (20408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Entering Unmasked Estep 
Score: -2370931.250000 Penalty: 2461.073242
	Iteration 0F: 2 clusters Score -2370931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2356495.750000 Penalty: 4922.146484
	Iteration 0F: 3 clusters Score -2356496 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2361367.750000 Penalty: 4922.146484
	Iteration 1F: 3 clusters Score -2361368 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2361792.750000 Penalty: 4922.146484
	Iteration 2F: 3 clusters Score -2361793 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2362118.750000 Penalty: 4922.146484
	Iteration 3Q: 3 clusters Score -2362119 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2362441.000000 Penalty: 4922.146484
	Iteration 4Q: 3 clusters Score -2362441 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2362759.000000 Penalty: 4922.146484
	Iteration 5Q: 3 clusters Score -2362759 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2363103.500000 Penalty: 4922.146484
	Iteration 6Q: 3 clusters Score -2363104 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2363547.250000 Penalty: 4922.146484
	Iteration 7Q: 3 clusters Score -2363547 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2364106.000000 Penalty: 4922.146484
	Iteration 8Q: 3 clusters Score -2364106 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2364917.750000 Penalty: 4922.146484
	Iteration 9F: 3 clusters Score -2364918 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2366087.500000 Penalty: 4922.146484
	Iteration 10F: 3 clusters Score -2366088 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2367309.250000 Penalty: 4922.146484
	Iteration 11F: 3 clusters Score -2367309 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2368307.750000 Penalty: 4922.146484
	Iteration 12F: 3 clusters Score -2368308 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2368930.000000 Penalty: 4922.146484
	Iteration 13Q: 3 clusters Score -2368930 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2369316.500000 Penalty: 4922.146484
	Iteration 14Q: 3 clusters Score -2369316 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2369579.250000 Penalty: 4922.146484
	Iteration 15Q: 3 clusters Score -2369579 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2369770.250000 Penalty: 4922.146484
	Iteration 16Q: 3 clusters Score -2369770 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2369874.750000 Penalty: 4922.146484
	Iteration 17Q: 3 clusters Score -2369875 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2369944.250000 Penalty: 4922.146484
	Iteration 18Q: 3 clusters Score -2369944 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2369997.750000 Penalty: 4922.146484
	Iteration 19Q: 3 clusters Score -2369998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2370053.750000 Penalty: 4922.146484
	Iteration 20F: 3 clusters Score -2370054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2370085.500000 Penalty: 4922.146484
	Iteration 21Q: 3 clusters Score -2370086 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2370118.000000 Penalty: 4922.146484
	Iteration 22Q: 3 clusters Score -2370118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2370156.500000 Penalty: 4922.146484
	Iteration 23Q: 3 clusters Score -2370156 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2370185.000000 Penalty: 4922.146484
	Iteration 24Q: 3 clusters Score -2370185 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2370198.750000 Penalty: 4922.146484
	Iteration 25Q: 3 clusters Score -2370199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2370226.000000 Penalty: 4922.146484
	Iteration 26Q: 3 clusters Score -2370226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2370242.500000 Penalty: 4922.146484
	Iteration 27Q: 3 clusters Score -2370242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2370254.750000 Penalty: 4922.146484
	Iteration 28Q: 3 clusters Score -2370255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2370258.750000 Penalty: 4922.146484
	Iteration 29Q: 3 clusters Score -2370259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2370268.750000 Penalty: 4922.146484
	Iteration 30Q: 3 clusters Score -2370269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2370282.750000 Penalty: 4922.146484
	Iteration 31Q: 3 clusters Score -2370283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2370295.500000 Penalty: 4922.146484
	Iteration 32Q: 3 clusters Score -2370296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2370308.500000 Penalty: 4922.146484
	Iteration 33Q: 3 clusters Score -2370308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2370311.500000 Penalty: 4922.146484
	Iteration 34Q: 3 clusters Score -2370312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2370327.250000 Penalty: 4922.146484
	Iteration 35Q: 3 clusters Score -2370327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2370335.750000 Penalty: 4922.146484
	Iteration 36Q: 3 clusters Score -2370336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2370354.750000 Penalty: 4922.146484
	Iteration 37Q: 3 clusters Score -2370355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2370373.250000 Penalty: 4922.146484
	Iteration 38Q: 3 clusters Score -2370373 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2370386.500000 Penalty: 4922.146484
	Iteration 39Q: 3 clusters Score -2370386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2370401.750000 Penalty: 4922.146484
	Iteration 40F: 3 clusters Score -2370402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2370418.750000 Penalty: 4922.146484
	Iteration 41Q: 3 clusters Score -2370419 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2370436.750000 Penalty: 4922.146484
	Iteration 42Q: 3 clusters Score -2370437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2370440.750000 Penalty: 4922.146484
	Iteration 43Q: 3 clusters Score -2370441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2370463.250000 Penalty: 4922.146484
	Iteration 44Q: 3 clusters Score -2370463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2370484.500000 Penalty: 4922.146484
	Iteration 45Q: 3 clusters Score -2370484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2370499.500000 Penalty: 4922.146484
	Iteration 46Q: 3 clusters Score -2370500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2370527.000000 Penalty: 4922.146484
	Iteration 47Q: 3 clusters Score -2370527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2370545.750000 Penalty: 4922.146484
	Iteration 48Q: 3 clusters Score -2370546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2370549.000000 Penalty: 4922.146484
	Iteration 49Q: 3 clusters Score -2370549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2370577.750000 Penalty: 4922.146484
	Iteration 50Q: 3 clusters Score -2370578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2370594.750000 Penalty: 4922.146484
	Iteration 51Q: 3 clusters Score -2370595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2370600.250000 Penalty: 4922.146484
	Iteration 52Q: 3 clusters Score -2370600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2370617.750000 Penalty: 4922.146484
	Iteration 53Q: 3 clusters Score -2370618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2370617.250000 Penalty: 4922.146484
	Iteration 54Q: 3 clusters Score -2370617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2370628.250000 Penalty: 4922.146484
	Iteration 55Q: 3 clusters Score -2370628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2370634.000000 Penalty: 4922.146484
	Iteration 56Q: 3 clusters Score -2370634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2370648.000000 Penalty: 4922.146484
	Iteration 57Q: 3 clusters Score -2370648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2370654.750000 Penalty: 4922.146484
	Iteration 58Q: 3 clusters Score -2370655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2370659.000000 Penalty: 4922.146484
	Iteration 59Q: 3 clusters Score -2370659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2370673.000000 Penalty: 4922.146484
	Iteration 60F: 3 clusters Score -2370673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2370675.250000 Penalty: 4922.146484
	Iteration 61Q: 3 clusters Score -2370675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2370683.500000 Penalty: 4922.146484
	Iteration 62Q: 3 clusters Score -2370684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2370686.750000 Penalty: 4922.146484
	Iteration 63Q: 3 clusters Score -2370687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2370697.000000 Penalty: 4922.146484
	Iteration 64Q: 3 clusters Score -2370697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2370703.750000 Penalty: 4922.146484
	Iteration 65Q: 3 clusters Score -2370704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2370712.750000 Penalty: 4922.146484
	Iteration 66Q: 3 clusters Score -2370713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2370717.500000 Penalty: 4922.146484
	Iteration 67Q: 3 clusters Score -2370718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2370722.500000 Penalty: 4922.146484
	Iteration 68Q: 3 clusters Score -2370722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2370724.750000 Penalty: 4922.146484
	Iteration 69Q: 3 clusters Score -2370725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2370736.000000 Penalty: 4922.146484
	Iteration 70Q: 3 clusters Score -2370736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2370739.500000 Penalty: 4922.146484
	Iteration 71Q: 3 clusters Score -2370740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2370747.500000 Penalty: 4922.146484
	Iteration 72Q: 3 clusters Score -2370748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2370740.250000 Penalty: 4922.146484
	Iteration 73Q: 3 clusters Score -2370740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2370742.250000 Penalty: 4922.146484
	Iteration 74Q: 3 clusters Score -2370742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2370743.750000 Penalty: 4922.146484
	Iteration 75Q: 3 clusters Score -2370744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2370746.750000 Penalty: 4922.146484
	Iteration 76Q: 3 clusters Score -2370747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2370744.500000 Penalty: 4922.146484
	Iteration 77Q: 3 clusters Score -2370744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2370743.750000 Penalty: 4922.146484
	Iteration 78Q: 3 clusters Score -2370744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2370741.500000 Penalty: 4922.146484
	Iteration 79Q: 3 clusters Score -2370742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2370752.000000 Penalty: 4922.146484
	Iteration 80F: 3 clusters Score -2370752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2370756.500000 Penalty: 4922.146484
	Iteration 81Q: 3 clusters Score -2370756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2370753.500000 Penalty: 4922.146484
	Iteration 82Q: 3 clusters Score -2370754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2370754.500000 Penalty: 4922.146484
	Iteration 83Q: 3 clusters Score -2370754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2370760.750000 Penalty: 4922.146484
	Iteration 84Q: 3 clusters Score -2370761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2370759.250000 Penalty: 4922.146484
	Iteration 85Q: 3 clusters Score -2370759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2370757.500000 Penalty: 4922.146484
	Iteration 86Q: 3 clusters Score -2370758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2370763.000000 Penalty: 4922.146484
	Iteration 87Q: 3 clusters Score -2370763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2370766.750000 Penalty: 4922.146484
	Iteration 88Q: 3 clusters Score -2370767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2370767.500000 Penalty: 4922.146484
	Iteration 89Q: 3 clusters Score -2370768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2370771.000000 Penalty: 4922.146484
	Iteration 90Q: 3 clusters Score -2370771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2370776.000000 Penalty: 4922.146484
	Iteration 91Q: 3 clusters Score -2370776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2370779.750000 Penalty: 4922.146484
	Iteration 92Q: 3 clusters Score -2370780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2370788.000000 Penalty: 4922.146484
	Iteration 93Q: 3 clusters Score -2370788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2370784.500000 Penalty: 4922.146484
	Iteration 94Q: 3 clusters Score -2370784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2370781.250000 Penalty: 4922.146484
	Iteration 95Q: 3 clusters Score -2370781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2370784.250000 Penalty: 4922.146484
	Iteration 96Q: 3 clusters Score -2370784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2370787.500000 Penalty: 4922.146484
	Iteration 97Q: 3 clusters Score -2370788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2370788.750000 Penalty: 4922.146484
	Iteration 98Q: 3 clusters Score -2370789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2370791.250000 Penalty: 4922.146484
	Iteration 99Q: 3 clusters Score -2370791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2370789.750000 Penalty: 4922.146484
	Iteration 100F: 3 clusters Score -2370790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2370791.750000 Penalty: 4922.146484
	Iteration 101Q: 3 clusters Score -2370792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2370792.500000 Penalty: 4922.146484
	Iteration 102Q: 3 clusters Score -2370792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2370791.000000 Penalty: 4922.146484
	Iteration 103Q: 3 clusters Score -2370791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2370792.500000 Penalty: 4922.146484
	Iteration 104Q: 3 clusters Score -2370792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2370790.750000 Penalty: 4922.146484
	Iteration 105Q: 3 clusters Score -2370791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2370790.750000 Penalty: 4922.146484
	Iteration 106F: 3 clusters Score -2370791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -96469.273438 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -96469.27 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 411 members 
Entering Unmasked Estep 
Score: -94654.625000 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -94654.62 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94894.500000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -94894.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94969.343750 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -94969.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94994.945312 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -94994.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95004.890625 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -95004.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95007.296875 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -95007.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95007.296875 Penalty: 3344.468994
	Iteration 6F: 3 clusters Score -95007.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Entering Unmasked Estep 
Score: -1314790.875000 Penalty: 2330.863770
	Iteration 0F: 2 clusters Score -1314791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1305823.375000 Penalty: 4661.727539
	Iteration 0F: 3 clusters Score -1305823 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1308616.250000 Penalty: 4661.727539
	Iteration 1F: 3 clusters Score -1308616 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1309188.625000 Penalty: 4661.727539
	Iteration 2F: 3 clusters Score -1309189 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1309738.250000 Penalty: 4661.727539
	Iteration 3F: 3 clusters Score -1309738 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1310170.125000 Penalty: 4661.727539
	Iteration 4F: 3 clusters Score -1310170 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1310602.750000 Penalty: 4661.727539
	Iteration 5F: 3 clusters Score -1310603 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1311050.375000 Penalty: 4661.727539
	Iteration 6F: 3 clusters Score -1311050 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1311590.625000 Penalty: 4661.727539
	Iteration 7F: 3 clusters Score -1311591 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1312214.625000 Penalty: 4661.727539
	Iteration 8F: 3 clusters Score -1312215 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1312932.125000 Penalty: 4661.727539
	Iteration 9F: 3 clusters Score -1312932 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1313632.875000 Penalty: 4661.727539
	Iteration 10F: 3 clusters Score -1313633 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1314236.000000 Penalty: 4661.727539
	Iteration 11F: 3 clusters Score -1314236 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1314628.125000 Penalty: 4661.727539
	Iteration 12Q: 3 clusters Score -1314628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1314806.875000 Penalty: 4661.727539
	Iteration 13Q: 3 clusters Score -1314807 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1314905.875000 Penalty: 4661.727539
	Iteration 14Q: 3 clusters Score -1314906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1314955.250000 Penalty: 4661.727539
	Iteration 15Q: 3 clusters Score -1314955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1314988.000000 Penalty: 4661.727539
	Iteration 16Q: 3 clusters Score -1314988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1315011.125000 Penalty: 4661.727539
	Iteration 17Q: 3 clusters Score -1315011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1315028.250000 Penalty: 4661.727539
	Iteration 18Q: 3 clusters Score -1315028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1315037.375000 Penalty: 4661.727539
	Iteration 19Q: 3 clusters Score -1315037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1315045.250000 Penalty: 4661.727539
	Iteration 20F: 3 clusters Score -1315045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1315049.625000 Penalty: 4661.727539
	Iteration 21Q: 3 clusters Score -1315050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1315055.875000 Penalty: 4661.727539
	Iteration 22Q: 3 clusters Score -1315056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1315060.625000 Penalty: 4661.727539
	Iteration 23Q: 3 clusters Score -1315061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1315062.500000 Penalty: 4661.727539
	Iteration 24Q: 3 clusters Score -1315062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1315063.500000 Penalty: 4661.727539
	Iteration 25Q: 3 clusters Score -1315064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1315063.500000 Penalty: 4661.727539
	Iteration 26F: 3 clusters Score -1315064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 78029 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 198578 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 188547 members 
Mstep: Class 16 contains 308980 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 186321 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 2448 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 11471 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 601 members 
Entering Unmasked Estep 
Score: -183934464.000000 Penalty: 99245.718750
Splitting cluster 25 changes total score from -183908352.000000 to -183934464.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 208566 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 62718 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 78029 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 198578 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 56279 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 188547 members 
Mstep: Class 16 contains 308980 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 186321 members 
Mstep: Class 19 contains 35121 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 2448 members 
Mstep: Class 23 contains 20408 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 11471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183935456.000000 Penalty: 99245.718750
Iteration 79Q: 29 clusters Score -1.839355e+08 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 210233 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 62457 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 78084 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 198240 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 56269 members 
Mstep: Class 13 contains 83996 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 188520 members 
Mstep: Class 16 contains 308761 members 
Mstep: Class 17 contains 85478 members 
Mstep: Class 18 contains 185838 members 
Mstep: Class 19 contains 34925 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42600 members 
Mstep: Class 22 contains 2448 members 
Mstep: Class 23 contains 20390 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 11803 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 1309 members 
Mstep: Class 28 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183938832.000000 Penalty: 99245.718750
Iteration 80F: 29 clusters Score -1.839388e+08 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 211771 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 62225 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 78162 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 197949 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 56264 members 
Mstep: Class 13 contains 83987 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 188347 members 
Mstep: Class 16 contains 308704 members 
Mstep: Class 17 contains 85024 members 
Mstep: Class 18 contains 185356 members 
Mstep: Class 19 contains 34743 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42516 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20379 members 
Mstep: Class 24 contains 850 members 
Mstep: Class 25 contains 12088 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183940656.000000 Penalty: 99245.718750
Iteration 81Q: 29 clusters Score -1.839407e+08 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 213267 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 62026 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 78227 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 1622 members 
Mstep: Class 9 contains 197672 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 56267 members 
Mstep: Class 13 contains 83986 members 
Mstep: Class 14 contains 11370 members 
Mstep: Class 15 contains 188190 members 
Mstep: Class 16 contains 308505 members 
Mstep: Class 17 contains 84639 members 
Mstep: Class 18 contains 185063 members 
Mstep: Class 19 contains 34571 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 42425 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20384 members 
Mstep: Class 24 contains 846 members 
Mstep: Class 25 contains 12259 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183941392.000000 Penalty: 99245.718750
Iteration 82Q: 29 clusters Score -1.839414e+08 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 214644 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 61847 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 78299 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 197404 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 56274 members 
Mstep: Class 13 contains 83988 members 
Mstep: Class 14 contains 11353 members 
Mstep: Class 15 contains 187953 members 
Mstep: Class 16 contains 308401 members 
Mstep: Class 17 contains 84294 members 
Mstep: Class 18 contains 184873 members 
Mstep: Class 19 contains 34396 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 42331 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20372 members 
Mstep: Class 24 contains 844 members 
Mstep: Class 25 contains 12368 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183942384.000000 Penalty: 99245.718750
Iteration 83Q: 29 clusters Score -1.839424e+08 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215895 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 61651 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 78374 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 197153 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 12 contains 56301 members 
Mstep: Class 13 contains 83994 members 
Mstep: Class 14 contains 11339 members 
Mstep: Class 15 contains 187746 members 
Mstep: Class 16 contains 308336 members 
Mstep: Class 17 contains 84005 members 
Mstep: Class 18 contains 184726 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 42247 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20353 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12419 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183943632.000000 Penalty: 99245.718750
Iteration 84Q: 29 clusters Score -1.839436e+08 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217040 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 6799 members 
Mstep: Class 4 contains 61467 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 78454 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 196993 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 56326 members 
Mstep: Class 13 contains 83997 members 
Mstep: Class 14 contains 11327 members 
Mstep: Class 15 contains 187544 members 
Mstep: Class 16 contains 308107 members 
Mstep: Class 17 contains 83771 members 
Mstep: Class 18 contains 184660 members 
Mstep: Class 19 contains 34060 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 42170 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20350 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 12475 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3537.509033 but Gain 3544.492188
Score: -183946160.000000 Penalty: 95701.226562
Iteration 85Q: 28 clusters Score -1.839462e+08 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218067 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 61251 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 80206 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 196842 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56340 members 
Mstep: Class 13 contains 84008 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 187422 members 
Mstep: Class 16 contains 308936 members 
Mstep: Class 17 contains 83510 members 
Mstep: Class 18 contains 184583 members 
Mstep: Class 19 contains 33913 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 42102 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20340 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 12533 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183948304.000000 Penalty: 95701.226562
Iteration 86Q: 28 clusters Score -1.839483e+08 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219100 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 61048 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 80376 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 1605 members 
Mstep: Class 9 contains 196941 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56351 members 
Mstep: Class 13 contains 84024 members 
Mstep: Class 14 contains 11301 members 
Mstep: Class 15 contains 187377 members 
Mstep: Class 16 contains 307982 members 
Mstep: Class 17 contains 83285 members 
Mstep: Class 18 contains 184710 members 
Mstep: Class 19 contains 33781 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 42056 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20335 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12589 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183949520.000000 Penalty: 95701.226562
Iteration 87Q: 28 clusters Score -1.839495e+08 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219969 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 7080 members 
Mstep: Class 4 contains 60868 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 80510 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 1606 members 
Mstep: Class 9 contains 196849 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56358 members 
Mstep: Class 13 contains 84026 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 187216 members 
Mstep: Class 16 contains 307626 members 
Mstep: Class 17 contains 83015 members 
Mstep: Class 18 contains 184824 members 
Mstep: Class 19 contains 33636 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 41998 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20338 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12638 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183950736.000000 Penalty: 95701.226562
Iteration 88Q: 28 clusters Score -1.839507e+08 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220765 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 60686 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 80587 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 1605 members 
Mstep: Class 9 contains 196678 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56388 members 
Mstep: Class 13 contains 84032 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 186973 members 
Mstep: Class 16 contains 307563 members 
Mstep: Class 17 contains 82718 members 
Mstep: Class 18 contains 184995 members 
Mstep: Class 19 contains 33491 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 41915 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20337 members 
Mstep: Class 24 contains 840 members 
Mstep: Class 25 contains 12683 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183951888.000000 Penalty: 95701.226562
Iteration 89Q: 28 clusters Score -1.839519e+08 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221461 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 60521 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 80623 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 1602 members 
Mstep: Class 9 contains 196453 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56422 members 
Mstep: Class 13 contains 84039 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 186868 members 
Mstep: Class 16 contains 307441 members 
Mstep: Class 17 contains 82440 members 
Mstep: Class 18 contains 185199 members 
Mstep: Class 19 contains 33360 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 41861 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20331 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12732 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183953744.000000 Penalty: 95701.226562
Iteration 90Q: 28 clusters Score -1.839537e+08 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222051 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 4 contains 60392 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 80657 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 196296 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56456 members 
Mstep: Class 13 contains 84047 members 
Mstep: Class 14 contains 11282 members 
Mstep: Class 15 contains 186752 members 
Mstep: Class 16 contains 307351 members 
Mstep: Class 17 contains 82171 members 
Mstep: Class 18 contains 185396 members 
Mstep: Class 19 contains 33236 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 41799 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20323 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183955072.000000 Penalty: 95701.226562
Iteration 91Q: 28 clusters Score -1.839551e+08 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222639 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 60256 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 80673 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 196221 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56473 members 
Mstep: Class 13 contains 84047 members 
Mstep: Class 14 contains 11272 members 
Mstep: Class 15 contains 186698 members 
Mstep: Class 16 contains 307096 members 
Mstep: Class 17 contains 81926 members 
Mstep: Class 18 contains 185676 members 
Mstep: Class 19 contains 33087 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 41744 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20321 members 
Mstep: Class 24 contains 842 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183956224.000000 Penalty: 95701.226562
Iteration 92Q: 28 clusters Score -1.839562e+08 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223170 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7393 members 
Mstep: Class 4 contains 60131 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 80688 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 1599 members 
Mstep: Class 9 contains 196179 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56490 members 
Mstep: Class 13 contains 84041 members 
Mstep: Class 14 contains 11263 members 
Mstep: Class 15 contains 186699 members 
Mstep: Class 16 contains 306865 members 
Mstep: Class 17 contains 81743 members 
Mstep: Class 18 contains 185826 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 41672 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20329 members 
Mstep: Class 24 contains 844 members 
Mstep: Class 25 contains 12843 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183957664.000000 Penalty: 95701.226562
Iteration 93Q: 28 clusters Score -1.839577e+08 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223561 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 7433 members 
Mstep: Class 4 contains 59987 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 80697 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 196126 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56523 members 
Mstep: Class 13 contains 84040 members 
Mstep: Class 14 contains 11260 members 
Mstep: Class 15 contains 186663 members 
Mstep: Class 16 contains 306880 members 
Mstep: Class 17 contains 81554 members 
Mstep: Class 18 contains 185981 members 
Mstep: Class 19 contains 32836 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 41599 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20310 members 
Mstep: Class 24 contains 843 members 
Mstep: Class 25 contains 12850 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183959440.000000 Penalty: 95701.226562
Iteration 94Q: 28 clusters Score -1.839594e+08 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223926 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 7471 members 
Mstep: Class 4 contains 59834 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 80679 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 196160 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56533 members 
Mstep: Class 13 contains 84044 members 
Mstep: Class 14 contains 11256 members 
Mstep: Class 15 contains 186566 members 
Mstep: Class 16 contains 306726 members 
Mstep: Class 17 contains 81390 members 
Mstep: Class 18 contains 186290 members 
Mstep: Class 19 contains 32713 members 
Mstep: Class 20 contains 1856 members 
Mstep: Class 21 contains 41525 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20324 members 
Mstep: Class 24 contains 846 members 
Mstep: Class 25 contains 12857 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183960880.000000 Penalty: 95701.226562
Iteration 95Q: 28 clusters Score -1.839609e+08 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224202 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 59716 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 80665 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 196175 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56528 members 
Mstep: Class 13 contains 84036 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 186511 members 
Mstep: Class 16 contains 306577 members 
Mstep: Class 17 contains 81268 members 
Mstep: Class 18 contains 186620 members 
Mstep: Class 19 contains 32588 members 
Mstep: Class 20 contains 1856 members 
Mstep: Class 21 contains 41446 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20324 members 
Mstep: Class 24 contains 847 members 
Mstep: Class 25 contains 12888 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961808.000000 Penalty: 95701.226562
Iteration 96Q: 28 clusters Score -1.839618e+08 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224350 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 59580 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 6 contains 80653 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 1598 members 
Mstep: Class 9 contains 196210 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56532 members 
Mstep: Class 13 contains 84030 members 
Mstep: Class 14 contains 11248 members 
Mstep: Class 15 contains 186396 members 
Mstep: Class 16 contains 306589 members 
Mstep: Class 17 contains 81142 members 
Mstep: Class 18 contains 186976 members 
Mstep: Class 19 contains 32457 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 41370 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20335 members 
Mstep: Class 24 contains 849 members 
Mstep: Class 25 contains 12911 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183963264.000000 Penalty: 95701.226562
Iteration 97Q: 28 clusters Score -1.839633e+08 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224528 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 4 contains 59474 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 80621 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 1598 members 
Mstep: Class 9 contains 196182 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56535 members 
Mstep: Class 13 contains 84034 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 186210 members 
Mstep: Class 16 contains 306676 members 
Mstep: Class 17 contains 81008 members 
Mstep: Class 18 contains 187368 members 
Mstep: Class 19 contains 32331 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 41266 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20343 members 
Mstep: Class 24 contains 852 members 
Mstep: Class 25 contains 12928 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964096.000000 Penalty: 95701.226562
Iteration 98Q: 28 clusters Score -1.839641e+08 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224688 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 59371 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 80592 members 
Mstep: Class 7 contains 3946 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 196200 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56570 members 
Mstep: Class 13 contains 84025 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 185884 members 
Mstep: Class 16 contains 306629 members 
Mstep: Class 17 contains 80901 members 
Mstep: Class 18 contains 187962 members 
Mstep: Class 19 contains 32222 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 41168 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20353 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12911 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965168.000000 Penalty: 95701.226562
Iteration 99Q: 28 clusters Score -1.839652e+08 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224748 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 59282 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 6 contains 80560 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 9 contains 196269 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56565 members 
Mstep: Class 13 contains 84025 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 185464 members 
Mstep: Class 16 contains 306680 members 
Mstep: Class 17 contains 80800 members 
Mstep: Class 18 contains 188618 members 
Mstep: Class 19 contains 32102 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 41091 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20359 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 12904 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966192.000000 Penalty: 95701.226562
Iteration 100F: 28 clusters Score -1.839662e+08 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224770 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 59196 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 80532 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 196428 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56559 members 
Mstep: Class 13 contains 84026 members 
Mstep: Class 14 contains 11277 members 
Mstep: Class 15 contains 184878 members 
Mstep: Class 16 contains 306669 members 
Mstep: Class 17 contains 80682 members 
Mstep: Class 18 contains 189468 members 
Mstep: Class 19 contains 31985 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 41004 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20351 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 12914 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967696.000000 Penalty: 95701.226562
Iteration 101Q: 28 clusters Score -1.839677e+08 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224713 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 59084 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 80497 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 9 contains 196621 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56550 members 
Mstep: Class 13 contains 84029 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 184219 members 
Mstep: Class 16 contains 306679 members 
Mstep: Class 17 contains 80565 members 
Mstep: Class 18 contains 190478 members 
Mstep: Class 19 contains 31846 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 40901 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20336 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12922 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968112.000000 Penalty: 95701.226562
Iteration 102Q: 28 clusters Score -1.839681e+08 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224608 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7639 members 
Mstep: Class 4 contains 58989 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 80461 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 9 contains 196820 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56535 members 
Mstep: Class 13 contains 84033 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 183468 members 
Mstep: Class 16 contains 306708 members 
Mstep: Class 17 contains 80437 members 
Mstep: Class 18 contains 191607 members 
Mstep: Class 19 contains 31723 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 40790 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20323 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12918 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968784.000000 Penalty: 95701.226562
Iteration 103Q: 28 clusters Score -1.839688e+08 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224472 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7657 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 80422 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 196976 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56498 members 
Mstep: Class 13 contains 84028 members 
Mstep: Class 14 contains 11314 members 
Mstep: Class 15 contains 182653 members 
Mstep: Class 16 contains 306848 members 
Mstep: Class 17 contains 80324 members 
Mstep: Class 18 contains 192763 members 
Mstep: Class 19 contains 31615 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 40677 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12917 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969264.000000 Penalty: 95701.226562
Iteration 104Q: 28 clusters Score -1.839693e+08 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224365 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 58801 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 80359 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 197225 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56467 members 
Mstep: Class 13 contains 84018 members 
Mstep: Class 14 contains 11325 members 
Mstep: Class 15 contains 181809 members 
Mstep: Class 16 contains 306896 members 
Mstep: Class 17 contains 80201 members 
Mstep: Class 18 contains 193995 members 
Mstep: Class 19 contains 31493 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 40567 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20287 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12898 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969328.000000 Penalty: 95701.226562
Iteration 105Q: 28 clusters Score -1.839693e+08 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224192 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 58684 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 80328 members 
Mstep: Class 7 contains 3903 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 197484 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56440 members 
Mstep: Class 13 contains 84017 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 180944 members 
Mstep: Class 16 contains 306996 members 
Mstep: Class 17 contains 80066 members 
Mstep: Class 18 contains 195223 members 
Mstep: Class 19 contains 31375 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20244 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12899 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969536.000000 Penalty: 95701.226562
Iteration 106Q: 28 clusters Score -1.839695e+08 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224060 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 58577 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 80296 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 197779 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56419 members 
Mstep: Class 13 contains 84023 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 180076 members 
Mstep: Class 16 contains 307032 members 
Mstep: Class 17 contains 79944 members 
Mstep: Class 18 contains 196423 members 
Mstep: Class 19 contains 31244 members 
Mstep: Class 20 contains 1856 members 
Mstep: Class 21 contains 40362 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20213 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12905 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970592.000000 Penalty: 95701.226562
Iteration 107Q: 28 clusters Score -1.839706e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223902 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 58482 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 80263 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 198065 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56392 members 
Mstep: Class 13 contains 84025 members 
Mstep: Class 14 contains 11367 members 
Mstep: Class 15 contains 179132 members 
Mstep: Class 16 contains 307108 members 
Mstep: Class 17 contains 79838 members 
Mstep: Class 18 contains 197665 members 
Mstep: Class 19 contains 31103 members 
Mstep: Class 20 contains 1855 members 
Mstep: Class 21 contains 40255 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20185 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12903 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971136.000000 Penalty: 95701.226562
Iteration 108Q: 28 clusters Score -1.839711e+08 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223737 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 58407 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 80228 members 
Mstep: Class 7 contains 3890 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 198415 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56346 members 
Mstep: Class 13 contains 84026 members 
Mstep: Class 14 contains 11387 members 
Mstep: Class 15 contains 178187 members 
Mstep: Class 16 contains 307269 members 
Mstep: Class 17 contains 79744 members 
Mstep: Class 18 contains 198763 members 
Mstep: Class 19 contains 30963 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 40162 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20153 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12898 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971200.000000 Penalty: 95701.226562
Iteration 109Q: 28 clusters Score -1.839712e+08 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223600 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 58333 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 80204 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 198831 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56296 members 
Mstep: Class 13 contains 84031 members 
Mstep: Class 14 contains 11415 members 
Mstep: Class 15 contains 177301 members 
Mstep: Class 16 contains 307241 members 
Mstep: Class 17 contains 79655 members 
Mstep: Class 18 contains 199848 members 
Mstep: Class 19 contains 30855 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 40064 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20112 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12896 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971696.000000 Penalty: 95701.226562
Iteration 110Q: 28 clusters Score -1.839717e+08 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223449 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 58255 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 80160 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 199226 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56248 members 
Mstep: Class 13 contains 84028 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 176430 members 
Mstep: Class 16 contains 307307 members 
Mstep: Class 17 contains 79586 members 
Mstep: Class 18 contains 200853 members 
Mstep: Class 19 contains 30759 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 39955 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20071 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12904 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971248.000000 Penalty: 95701.226562
Iteration 111Q: 28 clusters Score -1.839712e+08 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223296 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58195 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 80126 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 199619 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56203 members 
Mstep: Class 13 contains 84024 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 175653 members 
Mstep: Class 16 contains 307322 members 
Mstep: Class 17 contains 79536 members 
Mstep: Class 18 contains 201712 members 
Mstep: Class 19 contains 30696 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 39871 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 20036 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12917 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971472.000000 Penalty: 95701.226562
Iteration 112Q: 28 clusters Score -1.839715e+08 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223168 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 58115 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 80095 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 200010 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56166 members 
Mstep: Class 13 contains 84012 members 
Mstep: Class 14 contains 11502 members 
Mstep: Class 15 contains 174979 members 
Mstep: Class 16 contains 307411 members 
Mstep: Class 17 contains 79500 members 
Mstep: Class 18 contains 202384 members 
Mstep: Class 19 contains 30639 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 39787 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 19999 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12927 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971440.000000 Penalty: 95701.226562
Iteration 113Q: 28 clusters Score -1.839714e+08 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223030 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 7752 members 
Mstep: Class 4 contains 58044 members 
Mstep: Class 5 contains 4077 members 
Mstep: Class 6 contains 80037 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 200408 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56147 members 
Mstep: Class 13 contains 83999 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 174325 members 
Mstep: Class 16 contains 307561 members 
Mstep: Class 17 contains 79461 members 
Mstep: Class 18 contains 202974 members 
Mstep: Class 19 contains 30567 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 39719 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 19966 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12942 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971680.000000 Penalty: 95701.226562
Iteration 114Q: 28 clusters Score -1.839717e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222884 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 7756 members 
Mstep: Class 4 contains 57990 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 79977 members 
Mstep: Class 7 contains 3852 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 200788 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56128 members 
Mstep: Class 13 contains 84003 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 15 contains 173720 members 
Mstep: Class 16 contains 307630 members 
Mstep: Class 17 contains 79467 members 
Mstep: Class 18 contains 203524 members 
Mstep: Class 19 contains 30510 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 39653 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19941 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12947 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972016.000000 Penalty: 95701.226562
Iteration 115Q: 28 clusters Score -1.83972e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222767 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 79952 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 201127 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56122 members 
Mstep: Class 13 contains 84012 members 
Mstep: Class 14 contains 11578 members 
Mstep: Class 15 contains 173180 members 
Mstep: Class 16 contains 307705 members 
Mstep: Class 17 contains 79447 members 
Mstep: Class 18 contains 203971 members 
Mstep: Class 19 contains 30440 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 39596 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19905 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972048.000000 Penalty: 95701.226562
Iteration 116Q: 28 clusters Score -1.83972e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222716 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57935 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 6 contains 79922 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 201468 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56103 members 
Mstep: Class 13 contains 84012 members 
Mstep: Class 14 contains 11596 members 
Mstep: Class 15 contains 172685 members 
Mstep: Class 16 contains 307813 members 
Mstep: Class 17 contains 79428 members 
Mstep: Class 18 contains 204309 members 
Mstep: Class 19 contains 30361 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 39554 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19875 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971792.000000 Penalty: 95701.226562
Iteration 117Q: 28 clusters Score -1.839718e+08 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222721 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 57885 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 79895 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 201818 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56070 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 11604 members 
Mstep: Class 15 contains 172272 members 
Mstep: Class 16 contains 307856 members 
Mstep: Class 17 contains 79384 members 
Mstep: Class 18 contains 204622 members 
Mstep: Class 19 contains 30297 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 39514 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19838 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971904.000000 Penalty: 95701.226562
Iteration 118Q: 28 clusters Score -1.839719e+08 nChanged 3653
Entering ConstructFrom: 
Score: -183971904.000000 Penalty: 95701.226562
Entering ConstructFrom: 
Trying to split cluster 1 (222685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222685 members 
Entering Unmasked Estep 
Score: -26047048.000000 Penalty: 3053.751465
	Iteration 0F: 2 clusters Score -2.604705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111060 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -25898472.000000 Penalty: 6107.502930
	Iteration 0F: 3 clusters Score -2.589847e+07 nChanged 107799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -25961550.000000 Penalty: 6107.502930
	Iteration 1F: 3 clusters Score -2.596155e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -25962690.000000 Penalty: 6107.502930
	Iteration 2Q: 3 clusters Score -2.596269e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 123526 members 
Entering Unmasked Estep 
Score: -25964604.000000 Penalty: 6107.502930
	Iteration 3Q: 3 clusters Score -2.59646e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -25967942.000000 Penalty: 6107.502930
	Iteration 4Q: 3 clusters Score -2.596794e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -25974586.000000 Penalty: 6107.502930
	Iteration 5F: 3 clusters Score -2.597459e+07 nChanged 16991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 159075 members 
Entering Unmasked Estep 
Score: -25986928.000000 Penalty: 6107.502930
	Iteration 6F: 3 clusters Score -2.598693e+07 nChanged 20110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 178591 members 
Entering Unmasked Estep 
Score: -26004696.000000 Penalty: 6107.502930
	Iteration 7F: 3 clusters Score -2.60047e+07 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 196771 members 
Entering Unmasked Estep 
Score: -26022752.000000 Penalty: 6107.502930
	Iteration 8F: 3 clusters Score -2.602275e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 208801 members 
Entering Unmasked Estep 
Score: -26034694.000000 Penalty: 6107.502930
	Iteration 9F: 3 clusters Score -2.603469e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 214676 members 
Entering Unmasked Estep 
Score: -26040156.000000 Penalty: 6107.502930
	Iteration 10Q: 3 clusters Score -2.604016e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 217281 members 
Entering Unmasked Estep 
Score: -26042392.000000 Penalty: 6107.502930
	Iteration 11Q: 3 clusters Score -2.604239e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 218513 members 
Entering Unmasked Estep 
Score: -26043426.000000 Penalty: 6107.502930
	Iteration 12Q: 3 clusters Score -2.604343e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 219151 members 
Entering Unmasked Estep 
Score: -26044020.000000 Penalty: 6107.502930
	Iteration 13Q: 3 clusters Score -2.604402e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 219524 members 
Entering Unmasked Estep 
Score: -26044324.000000 Penalty: 6107.502930
	Iteration 14Q: 3 clusters Score -2.604432e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 219805 members 
Entering Unmasked Estep 
Score: -26044636.000000 Penalty: 6107.502930
	Iteration 15Q: 3 clusters Score -2.604464e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 220005 members 
Entering Unmasked Estep 
Score: -26044814.000000 Penalty: 6107.502930
	Iteration 16Q: 3 clusters Score -2.604481e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 220159 members 
Entering Unmasked Estep 
Score: -26044936.000000 Penalty: 6107.502930
	Iteration 17Q: 3 clusters Score -2.604494e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 220268 members 
Entering Unmasked Estep 
Score: -26045040.000000 Penalty: 6107.502930
	Iteration 18Q: 3 clusters Score -2.604504e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 220360 members 
Entering Unmasked Estep 
Score: -26045114.000000 Penalty: 6107.502930
	Iteration 19Q: 3 clusters Score -2.604511e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 220410 members 
Entering Unmasked Estep 
Score: -26045190.000000 Penalty: 6107.502930
	Iteration 20F: 3 clusters Score -2.604519e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 220448 members 
Entering Unmasked Estep 
Score: -26045214.000000 Penalty: 6107.502930
	Iteration 21Q: 3 clusters Score -2.604521e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 220463 members 
Entering Unmasked Estep 
Score: -26045246.000000 Penalty: 6107.502930
	Iteration 22Q: 3 clusters Score -2.604525e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 220466 members 
Entering Unmasked Estep 
Score: -26045236.000000 Penalty: 6107.502930
	Iteration 23Q: 3 clusters Score -2.604524e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 220465 members 
Entering Unmasked Estep 
Score: -26045292.000000 Penalty: 6107.502930
	Iteration 24Q: 3 clusters Score -2.604529e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 220477 members 
Entering Unmasked Estep 
Score: -26045290.000000 Penalty: 6107.502930
	Iteration 25Q: 3 clusters Score -2.604529e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 220478 members 
Entering Unmasked Estep 
Score: -26045290.000000 Penalty: 6107.502930
	Iteration 26Q: 3 clusters Score -2.604529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 220482 members 
Entering Unmasked Estep 
Score: -26045322.000000 Penalty: 6107.502930
	Iteration 27Q: 3 clusters Score -2.604532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 220482 members 
Entering Unmasked Estep 
Score: -26045316.000000 Penalty: 6107.502930
	Iteration 28Q: 3 clusters Score -2.604532e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 220483 members 
Entering Unmasked Estep 
Score: -26045332.000000 Penalty: 6107.502930
	Iteration 29Q: 3 clusters Score -2.604533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 220476 members 
Entering Unmasked Estep 
Score: -26045328.000000 Penalty: 6107.502930
	Iteration 30Q: 3 clusters Score -2.604533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 220473 members 
Entering Unmasked Estep 
Score: -26045354.000000 Penalty: 6107.502930
	Iteration 31Q: 3 clusters Score -2.604535e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 220475 members 
Entering Unmasked Estep 
Score: -26045344.000000 Penalty: 6107.502930
	Iteration 32Q: 3 clusters Score -2.604534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 220469 members 
Entering Unmasked Estep 
Score: -26045356.000000 Penalty: 6107.502930
	Iteration 33Q: 3 clusters Score -2.604536e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 220465 members 
Entering Unmasked Estep 
Score: -26045372.000000 Penalty: 6107.502930
	Iteration 34Q: 3 clusters Score -2.604537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 220460 members 
Entering Unmasked Estep 
Score: -26045406.000000 Penalty: 6107.502930
	Iteration 35Q: 3 clusters Score -2.604541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 220457 members 
Entering Unmasked Estep 
Score: -26045412.000000 Penalty: 6107.502930
	Iteration 36Q: 3 clusters Score -2.604541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 220444 members 
Entering Unmasked Estep 
Score: -26045424.000000 Penalty: 6107.502930
	Iteration 37Q: 3 clusters Score -2.604542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 220440 members 
Entering Unmasked Estep 
Score: -26045416.000000 Penalty: 6107.502930
	Iteration 38Q: 3 clusters Score -2.604542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 220436 members 
Entering Unmasked Estep 
Score: -26045426.000000 Penalty: 6107.502930
	Iteration 39Q: 3 clusters Score -2.604543e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 220424 members 
Entering Unmasked Estep 
Score: -26045460.000000 Penalty: 6107.502930
	Iteration 40F: 3 clusters Score -2.604546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 220402 members 
Entering Unmasked Estep 
Score: -26045486.000000 Penalty: 6107.502930
	Iteration 41Q: 3 clusters Score -2.604549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 220386 members 
Entering Unmasked Estep 
Score: -26045494.000000 Penalty: 6107.502930
	Iteration 42Q: 3 clusters Score -2.604549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 220370 members 
Entering Unmasked Estep 
Score: -26045510.000000 Penalty: 6107.502930
	Iteration 43Q: 3 clusters Score -2.604551e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 220352 members 
Entering Unmasked Estep 
Score: -26045532.000000 Penalty: 6107.502930
	Iteration 44Q: 3 clusters Score -2.604553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 220338 members 
Entering Unmasked Estep 
Score: -26045562.000000 Penalty: 6107.502930
	Iteration 45Q: 3 clusters Score -2.604556e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 220328 members 
Entering Unmasked Estep 
Score: -26045600.000000 Penalty: 6107.502930
	Iteration 46Q: 3 clusters Score -2.60456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 220310 members 
Entering Unmasked Estep 
Score: -26045582.000000 Penalty: 6107.502930
	Iteration 47Q: 3 clusters Score -2.604558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 220299 members 
Entering Unmasked Estep 
Score: -26045600.000000 Penalty: 6107.502930
	Iteration 48Q: 3 clusters Score -2.60456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 220287 members 
Entering Unmasked Estep 
Score: -26045606.000000 Penalty: 6107.502930
	Iteration 49Q: 3 clusters Score -2.604561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 220269 members 
Entering Unmasked Estep 
Score: -26045608.000000 Penalty: 6107.502930
	Iteration 50Q: 3 clusters Score -2.604561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 220244 members 
Entering Unmasked Estep 
Score: -26045614.000000 Penalty: 6107.502930
	Iteration 51Q: 3 clusters Score -2.604561e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 220213 members 
Entering Unmasked Estep 
Score: -26045638.000000 Penalty: 6107.502930
	Iteration 52Q: 3 clusters Score -2.604564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 220194 members 
Entering Unmasked Estep 
Score: -26045628.000000 Penalty: 6107.502930
	Iteration 53Q: 3 clusters Score -2.604563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 220185 members 
Entering Unmasked Estep 
Score: -26045636.000000 Penalty: 6107.502930
	Iteration 54Q: 3 clusters Score -2.604564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 220169 members 
Entering Unmasked Estep 
Score: -26045672.000000 Penalty: 6107.502930
	Iteration 55Q: 3 clusters Score -2.604567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 220160 members 
Entering Unmasked Estep 
Score: -26045668.000000 Penalty: 6107.502930
	Iteration 56Q: 3 clusters Score -2.604567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 220149 members 
Entering Unmasked Estep 
Score: -26045684.000000 Penalty: 6107.502930
	Iteration 57Q: 3 clusters Score -2.604568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 220140 members 
Entering Unmasked Estep 
Score: -26045682.000000 Penalty: 6107.502930
	Iteration 58Q: 3 clusters Score -2.604568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 220134 members 
Entering Unmasked Estep 
Score: -26045678.000000 Penalty: 6107.502930
	Iteration 59Q: 3 clusters Score -2.604568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 220123 members 
Entering Unmasked Estep 
Score: -26045704.000000 Penalty: 6107.502930
	Iteration 60F: 3 clusters Score -2.60457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 220114 members 
Entering Unmasked Estep 
Score: -26045698.000000 Penalty: 6107.502930
	Iteration 61Q: 3 clusters Score -2.60457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 220109 members 
Entering Unmasked Estep 
Score: -26045720.000000 Penalty: 6107.502930
	Iteration 62Q: 3 clusters Score -2.604572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 220103 members 
Entering Unmasked Estep 
Score: -26045736.000000 Penalty: 6107.502930
	Iteration 63Q: 3 clusters Score -2.604574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 220094 members 
Entering Unmasked Estep 
Score: -26045728.000000 Penalty: 6107.502930
	Iteration 64Q: 3 clusters Score -2.604573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 220089 members 
Entering Unmasked Estep 
Score: -26045718.000000 Penalty: 6107.502930
	Iteration 65Q: 3 clusters Score -2.604572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 220082 members 
Entering Unmasked Estep 
Score: -26045726.000000 Penalty: 6107.502930
	Iteration 66Q: 3 clusters Score -2.604573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 220083 members 
Entering Unmasked Estep 
Score: -26045750.000000 Penalty: 6107.502930
	Iteration 67Q: 3 clusters Score -2.604575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 220079 members 
Entering Unmasked Estep 
Score: -26045746.000000 Penalty: 6107.502930
	Iteration 68Q: 3 clusters Score -2.604575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 220073 members 
Entering Unmasked Estep 
Score: -26045720.000000 Penalty: 6107.502930
	Iteration 69Q: 3 clusters Score -2.604572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 220070 members 
Entering Unmasked Estep 
Score: -26045724.000000 Penalty: 6107.502930
	Iteration 70Q: 3 clusters Score -2.604572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 220066 members 
Entering Unmasked Estep 
Score: -26045724.000000 Penalty: 6107.502930
	Iteration 71Q: 3 clusters Score -2.604572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 220060 members 
Entering Unmasked Estep 
Score: -26045736.000000 Penalty: 6107.502930
	Iteration 72Q: 3 clusters Score -2.604574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 220054 members 
Entering Unmasked Estep 
Score: -26045712.000000 Penalty: 6107.502930
	Iteration 73Q: 3 clusters Score -2.604571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 220048 members 
Entering Unmasked Estep 
Score: -26045720.000000 Penalty: 6107.502930
	Iteration 74Q: 3 clusters Score -2.604572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 220044 members 
Entering Unmasked Estep 
Score: -26045720.000000 Penalty: 6107.502930
	Iteration 75Q: 3 clusters Score -2.604572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 220043 members 
Entering Unmasked Estep 
Score: -26045700.000000 Penalty: 6107.502930
	Iteration 76Q: 3 clusters Score -2.60457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 220042 members 
Entering Unmasked Estep 
Score: -26045716.000000 Penalty: 6107.502930
	Iteration 77Q: 3 clusters Score -2.604572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 220039 members 
Entering Unmasked Estep 
Score: -26045700.000000 Penalty: 6107.502930
	Iteration 78Q: 3 clusters Score -2.60457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 220038 members 
Entering Unmasked Estep 
Score: -26045706.000000 Penalty: 6107.502930
	Iteration 79Q: 3 clusters Score -2.604571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 220037 members 
Entering Unmasked Estep 
Score: -26045708.000000 Penalty: 6107.502930
	Iteration 80F: 3 clusters Score -2.604571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 220037 members 
Entering Unmasked Estep 
Score: -26045712.000000 Penalty: 6107.502930
	Iteration 81Q: 3 clusters Score -2.604571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 220037 members 
Entering Unmasked Estep 
Score: -26045712.000000 Penalty: 6107.502930
	Iteration 82F: 3 clusters Score -2.604571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -452815.250000 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -452815.2 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 2032 members 
Entering Unmasked Estep 
Score: -448765.593750 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -448765.6 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -449727.312500 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -449727.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -449985.062500 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -449985.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -450223.531250 Penalty: 4132.705566
	Iteration 3F: 3 clusters Score -450223.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -450448.750000 Penalty: 4132.705566
	Iteration 4F: 3 clusters Score -450448.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -450665.656250 Penalty: 4132.705566
	Iteration 5F: 3 clusters Score -450665.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -450860.656250 Penalty: 4132.705566
	Iteration 6F: 3 clusters Score -450860.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -451044.312500 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -451044.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -451228.500000 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -451228.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -451446.031250 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -451446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -451609.593750 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -451609.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -451718.062500 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -451718.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -451782.437500 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -451782.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -451842.031250 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -451842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -451883.343750 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -451883.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -451916.375000 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -451916.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -451940.250000 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -451940.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -451958.468750 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -451958.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -451977.468750 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -451977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -451997.812500 Penalty: 4132.705566
	Iteration 19Q: 3 clusters Score -451997.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -452021.906250 Penalty: 4132.705566
	Iteration 20F: 3 clusters Score -452021.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -452048.156250 Penalty: 4132.705566
	Iteration 21Q: 3 clusters Score -452048.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -452064.937500 Penalty: 4132.705566
	Iteration 22Q: 3 clusters Score -452064.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -452077.500000 Penalty: 4132.705566
	Iteration 23Q: 3 clusters Score -452077.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -452090.843750 Penalty: 4132.705566
	Iteration 24Q: 3 clusters Score -452090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -452098.125000 Penalty: 4132.705566
	Iteration 25Q: 3 clusters Score -452098.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -452104.343750 Penalty: 4132.705566
	Iteration 26Q: 3 clusters Score -452104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -452112.656250 Penalty: 4132.705566
	Iteration 27Q: 3 clusters Score -452112.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -452123.281250 Penalty: 4132.705566
	Iteration 28Q: 3 clusters Score -452123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -452134.687500 Penalty: 4132.705566
	Iteration 29Q: 3 clusters Score -452134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -452141.375000 Penalty: 4132.705566
	Iteration 30Q: 3 clusters Score -452141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -452146.781250 Penalty: 4132.705566
	Iteration 31Q: 3 clusters Score -452146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -452151.125000 Penalty: 4132.705566
	Iteration 32Q: 3 clusters Score -452151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -452153.687500 Penalty: 4132.705566
	Iteration 33Q: 3 clusters Score -452153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -452157.687500 Penalty: 4132.705566
	Iteration 34Q: 3 clusters Score -452157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -452161.468750 Penalty: 4132.705566
	Iteration 35Q: 3 clusters Score -452161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -452163.625000 Penalty: 4132.705566
	Iteration 36Q: 3 clusters Score -452163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -452166.843750 Penalty: 4132.705566
	Iteration 37Q: 3 clusters Score -452166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -452169.343750 Penalty: 4132.705566
	Iteration 38Q: 3 clusters Score -452169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -452173.468750 Penalty: 4132.705566
	Iteration 39Q: 3 clusters Score -452173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -452176.531250 Penalty: 4132.705566
	Iteration 40F: 3 clusters Score -452176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -452175.781250 Penalty: 4132.705566
	Iteration 41Q: 3 clusters Score -452175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -452177.406250 Penalty: 4132.705566
	Iteration 42Q: 3 clusters Score -452177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -452177.406250 Penalty: 4132.705566
	Iteration 43F: 3 clusters Score -452177.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Entering Unmasked Estep 
Score: -860131.750000 Penalty: 2221.302734
	Iteration 0F: 2 clusters Score -860131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -853926.937500 Penalty: 4442.605469
	Iteration 0F: 3 clusters Score -853926.9 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -855738.875000 Penalty: 4442.605469
	Iteration 1F: 3 clusters Score -855738.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -856235.625000 Penalty: 4442.605469
	Iteration 2F: 3 clusters Score -856235.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -856635.937500 Penalty: 4442.605469
	Iteration 3F: 3 clusters Score -856635.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -856975.625000 Penalty: 4442.605469
	Iteration 4F: 3 clusters Score -856975.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -857290.937500 Penalty: 4442.605469
	Iteration 5F: 3 clusters Score -857290.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -857548.562500 Penalty: 4442.605469
	Iteration 6F: 3 clusters Score -857548.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -857746.000000 Penalty: 4442.605469
	Iteration 7Q: 3 clusters Score -857746 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -857913.875000 Penalty: 4442.605469
	Iteration 8Q: 3 clusters Score -857913.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -858074.625000 Penalty: 4442.605469
	Iteration 9Q: 3 clusters Score -858074.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -858206.000000 Penalty: 4442.605469
	Iteration 10Q: 3 clusters Score -858206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -858310.562500 Penalty: 4442.605469
	Iteration 11Q: 3 clusters Score -858310.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -858385.875000 Penalty: 4442.605469
	Iteration 12Q: 3 clusters Score -858385.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -858448.875000 Penalty: 4442.605469
	Iteration 13Q: 3 clusters Score -858448.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -858506.187500 Penalty: 4442.605469
	Iteration 14Q: 3 clusters Score -858506.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -858550.625000 Penalty: 4442.605469
	Iteration 15Q: 3 clusters Score -858550.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -858597.750000 Penalty: 4442.605469
	Iteration 16Q: 3 clusters Score -858597.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -858646.187500 Penalty: 4442.605469
	Iteration 17Q: 3 clusters Score -858646.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -858689.312500 Penalty: 4442.605469
	Iteration 18Q: 3 clusters Score -858689.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -858724.125000 Penalty: 4442.605469
	Iteration 19Q: 3 clusters Score -858724.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -858759.562500 Penalty: 4442.605469
	Iteration 20F: 3 clusters Score -858759.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -858798.750000 Penalty: 4442.605469
	Iteration 21Q: 3 clusters Score -858798.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -858834.750000 Penalty: 4442.605469
	Iteration 22Q: 3 clusters Score -858834.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -858864.500000 Penalty: 4442.605469
	Iteration 23Q: 3 clusters Score -858864.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -858888.500000 Penalty: 4442.605469
	Iteration 24Q: 3 clusters Score -858888.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -858921.187500 Penalty: 4442.605469
	Iteration 25Q: 3 clusters Score -858921.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -858938.875000 Penalty: 4442.605469
	Iteration 26Q: 3 clusters Score -858938.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -858957.500000 Penalty: 4442.605469
	Iteration 27Q: 3 clusters Score -858957.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -858968.250000 Penalty: 4442.605469
	Iteration 28Q: 3 clusters Score -858968.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -858979.062500 Penalty: 4442.605469
	Iteration 29Q: 3 clusters Score -858979.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -858988.125000 Penalty: 4442.605469
	Iteration 30Q: 3 clusters Score -858988.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -858994.500000 Penalty: 4442.605469
	Iteration 31Q: 3 clusters Score -858994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -858996.187500 Penalty: 4442.605469
	Iteration 32Q: 3 clusters Score -858996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -859001.562500 Penalty: 4442.605469
	Iteration 33Q: 3 clusters Score -859001.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -859004.250000 Penalty: 4442.605469
	Iteration 34Q: 3 clusters Score -859004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -859009.750000 Penalty: 4442.605469
	Iteration 35Q: 3 clusters Score -859009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -859009.562500 Penalty: 4442.605469
	Iteration 36Q: 3 clusters Score -859009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -859010.500000 Penalty: 4442.605469
	Iteration 37Q: 3 clusters Score -859010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -859011.500000 Penalty: 4442.605469
	Iteration 38Q: 3 clusters Score -859011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -859012.625000 Penalty: 4442.605469
	Iteration 39Q: 3 clusters Score -859012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -859013.500000 Penalty: 4442.605469
	Iteration 40F: 3 clusters Score -859013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -859013.500000 Penalty: 4442.605469
	Iteration 41Q: 3 clusters Score -859013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -859013.437500 Penalty: 4442.605469
	Iteration 42Q: 3 clusters Score -859013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -859015.375000 Penalty: 4442.605469
	Iteration 43Q: 3 clusters Score -859015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -859016.562500 Penalty: 4442.605469
	Iteration 44Q: 3 clusters Score -859016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -859016.125000 Penalty: 4442.605469
	Iteration 45Q: 3 clusters Score -859016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -859016.125000 Penalty: 4442.605469
	Iteration 46F: 3 clusters Score -859016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Entering Unmasked Estep 
Score: -6863946.000000 Penalty: 2719.393799
	Iteration 0F: 2 clusters Score -6863946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6825120.500000 Penalty: 5438.787598
	Iteration 0F: 3 clusters Score -6825120 nChanged 26974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6840438.500000 Penalty: 5438.787598
	Iteration 1F: 3 clusters Score -6840438 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -6841219.000000 Penalty: 5438.787598
	Iteration 2Q: 3 clusters Score -6841219 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -6842150.500000 Penalty: 5438.787598
	Iteration 3Q: 3 clusters Score -6842150 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -6843350.000000 Penalty: 5438.787598
	Iteration 4Q: 3 clusters Score -6843350 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6845268.500000 Penalty: 5438.787598
	Iteration 5F: 3 clusters Score -6845268 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -6848324.500000 Penalty: 5438.787598
	Iteration 6F: 3 clusters Score -6848324 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -6852321.000000 Penalty: 5438.787598
	Iteration 7F: 3 clusters Score -6852321 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -6856569.500000 Penalty: 5438.787598
	Iteration 8F: 3 clusters Score -6856570 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -6859526.500000 Penalty: 5438.787598
	Iteration 9F: 3 clusters Score -6859526 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -6860889.500000 Penalty: 5438.787598
	Iteration 10Q: 3 clusters Score -6860890 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -6861389.500000 Penalty: 5438.787598
	Iteration 11Q: 3 clusters Score -6861390 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -6861577.000000 Penalty: 5438.787598
	Iteration 12Q: 3 clusters Score -6861577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -6861689.000000 Penalty: 5438.787598
	Iteration 13Q: 3 clusters Score -6861689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -6861740.000000 Penalty: 5438.787598
	Iteration 14Q: 3 clusters Score -6861740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -6861783.500000 Penalty: 5438.787598
	Iteration 15Q: 3 clusters Score -6861784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -6861811.500000 Penalty: 5438.787598
	Iteration 16Q: 3 clusters Score -6861812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -6861834.500000 Penalty: 5438.787598
	Iteration 17Q: 3 clusters Score -6861834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -6861849.000000 Penalty: 5438.787598
	Iteration 18Q: 3 clusters Score -6861849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -6861856.500000 Penalty: 5438.787598
	Iteration 19Q: 3 clusters Score -6861856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -6861881.500000 Penalty: 5438.787598
	Iteration 20F: 3 clusters Score -6861882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -6861882.500000 Penalty: 5438.787598
	Iteration 21Q: 3 clusters Score -6861882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -6861896.500000 Penalty: 5438.787598
	Iteration 22Q: 3 clusters Score -6861896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -6861906.000000 Penalty: 5438.787598
	Iteration 23Q: 3 clusters Score -6861906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6861915.000000 Penalty: 5438.787598
	Iteration 24Q: 3 clusters Score -6861915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -6861923.500000 Penalty: 5438.787598
	Iteration 25Q: 3 clusters Score -6861924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6861940.500000 Penalty: 5438.787598
	Iteration 26Q: 3 clusters Score -6861940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6861962.500000 Penalty: 5438.787598
	Iteration 27Q: 3 clusters Score -6861962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6861959.500000 Penalty: 5438.787598
	Iteration 28Q: 3 clusters Score -6861960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -6861954.000000 Penalty: 5438.787598
	Iteration 29Q: 3 clusters Score -6861954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6861956.000000 Penalty: 5438.787598
	Iteration 30Q: 3 clusters Score -6861956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6861962.500000 Penalty: 5438.787598
	Iteration 31Q: 3 clusters Score -6861962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6861965.500000 Penalty: 5438.787598
	Iteration 32Q: 3 clusters Score -6861966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -6861960.500000 Penalty: 5438.787598
	Iteration 33Q: 3 clusters Score -6861960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -6861966.000000 Penalty: 5438.787598
	Iteration 34Q: 3 clusters Score -6861966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -6861966.000000 Penalty: 5438.787598
	Iteration 35F: 3 clusters Score -6861966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -443821.812500 Penalty: 2060.555664
	Iteration 0F: 2 clusters Score -443821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -439956.531250 Penalty: 4121.111328
	Iteration 0F: 3 clusters Score -439956.5 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -440992.875000 Penalty: 4121.111328
	Iteration 1F: 3 clusters Score -440992.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -441312.125000 Penalty: 4121.111328
	Iteration 2F: 3 clusters Score -441312.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -441604.093750 Penalty: 4121.111328
	Iteration 3F: 3 clusters Score -441604.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -441941.750000 Penalty: 4121.111328
	Iteration 4F: 3 clusters Score -441941.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -442292.250000 Penalty: 4121.111328
	Iteration 5F: 3 clusters Score -442292.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -442657.968750 Penalty: 4121.111328
	Iteration 6F: 3 clusters Score -442658 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -443007.437500 Penalty: 4121.111328
	Iteration 7F: 3 clusters Score -443007.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -443237.718750 Penalty: 4121.111328
	Iteration 8F: 3 clusters Score -443237.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -443388.781250 Penalty: 4121.111328
	Iteration 9Q: 3 clusters Score -443388.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -443495.968750 Penalty: 4121.111328
	Iteration 10Q: 3 clusters Score -443496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -443561.906250 Penalty: 4121.111328
	Iteration 11Q: 3 clusters Score -443561.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -443609.125000 Penalty: 4121.111328
	Iteration 12Q: 3 clusters Score -443609.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -443644.812500 Penalty: 4121.111328
	Iteration 13Q: 3 clusters Score -443644.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -443662.593750 Penalty: 4121.111328
	Iteration 14Q: 3 clusters Score -443662.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -443672.093750 Penalty: 4121.111328
	Iteration 15Q: 3 clusters Score -443672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -443676.687500 Penalty: 4121.111328
	Iteration 16Q: 3 clusters Score -443676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -443681.281250 Penalty: 4121.111328
	Iteration 17Q: 3 clusters Score -443681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -443683.250000 Penalty: 4121.111328
	Iteration 18Q: 3 clusters Score -443683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -443686.718750 Penalty: 4121.111328
	Iteration 19Q: 3 clusters Score -443686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -443690.250000 Penalty: 4121.111328
	Iteration 20F: 3 clusters Score -443690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -443696.625000 Penalty: 4121.111328
	Iteration 21Q: 3 clusters Score -443696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -443702.687500 Penalty: 4121.111328
	Iteration 22Q: 3 clusters Score -443702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -443707.781250 Penalty: 4121.111328
	Iteration 23Q: 3 clusters Score -443707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -443712.187500 Penalty: 4121.111328
	Iteration 24Q: 3 clusters Score -443712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -443718.343750 Penalty: 4121.111328
	Iteration 25Q: 3 clusters Score -443718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -443720.281250 Penalty: 4121.111328
	Iteration 26Q: 3 clusters Score -443720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -443722.000000 Penalty: 4121.111328
	Iteration 27Q: 3 clusters Score -443722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -443723.375000 Penalty: 4121.111328
	Iteration 28Q: 3 clusters Score -443723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -443724.218750 Penalty: 4121.111328
	Iteration 29Q: 3 clusters Score -443724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -443725.343750 Penalty: 4121.111328
	Iteration 30Q: 3 clusters Score -443725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -443726.781250 Penalty: 4121.111328
	Iteration 31Q: 3 clusters Score -443726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -443728.343750 Penalty: 4121.111328
	Iteration 32Q: 3 clusters Score -443728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -443729.562500 Penalty: 4121.111328
	Iteration 33Q: 3 clusters Score -443729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -443730.531250 Penalty: 4121.111328
	Iteration 34Q: 3 clusters Score -443730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -443730.437500 Penalty: 4121.111328
	Iteration 35Q: 3 clusters Score -443730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -443730.968750 Penalty: 4121.111328
	Iteration 36Q: 3 clusters Score -443731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -443733.875000 Penalty: 4121.111328
	Iteration 37Q: 3 clusters Score -443733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -443733.875000 Penalty: 4121.111328
	Iteration 38F: 3 clusters Score -443733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Entering Unmasked Estep 
Score: -9103075.000000 Penalty: 2799.509277
	Iteration 0F: 2 clusters Score -9103075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -9049265.000000 Penalty: 5599.018555
	Iteration 0F: 3 clusters Score -9049265 nChanged 37680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -9070357.000000 Penalty: 5599.018555
	Iteration 1F: 3 clusters Score -9070357 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -9070981.000000 Penalty: 5599.018555
	Iteration 2Q: 3 clusters Score -9070981 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -9071652.000000 Penalty: 5599.018555
	Iteration 3Q: 3 clusters Score -9071652 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -9072507.000000 Penalty: 5599.018555
	Iteration 4Q: 3 clusters Score -9072507 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -9073822.000000 Penalty: 5599.018555
	Iteration 5Q: 3 clusters Score -9073822 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -9075985.000000 Penalty: 5599.018555
	Iteration 6F: 3 clusters Score -9075985 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -9079713.000000 Penalty: 5599.018555
	Iteration 7F: 3 clusters Score -9079713 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -9085133.000000 Penalty: 5599.018555
	Iteration 8F: 3 clusters Score -9085133 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -9091421.000000 Penalty: 5599.018555
	Iteration 9F: 3 clusters Score -9091421 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -9096626.000000 Penalty: 5599.018555
	Iteration 10F: 3 clusters Score -9096626 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9099178.000000 Penalty: 5599.018555
	Iteration 11Q: 3 clusters Score -9099178 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9100107.000000 Penalty: 5599.018555
	Iteration 12Q: 3 clusters Score -9100107 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9100465.000000 Penalty: 5599.018555
	Iteration 13Q: 3 clusters Score -9100465 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9100598.000000 Penalty: 5599.018555
	Iteration 14Q: 3 clusters Score -9100598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9100675.000000 Penalty: 5599.018555
	Iteration 15Q: 3 clusters Score -9100675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9100699.000000 Penalty: 5599.018555
	Iteration 16Q: 3 clusters Score -9100699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9100738.000000 Penalty: 5599.018555
	Iteration 17Q: 3 clusters Score -9100738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9100746.000000 Penalty: 5599.018555
	Iteration 18Q: 3 clusters Score -9100746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9100755.000000 Penalty: 5599.018555
	Iteration 19Q: 3 clusters Score -9100755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9100772.000000 Penalty: 5599.018555
	Iteration 20F: 3 clusters Score -9100772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9100780.000000 Penalty: 5599.018555
	Iteration 21Q: 3 clusters Score -9100780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9100775.000000 Penalty: 5599.018555
	Iteration 22Q: 3 clusters Score -9100775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9100781.000000 Penalty: 5599.018555
	Iteration 23Q: 3 clusters Score -9100781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9100781.000000 Penalty: 5599.018555
	Iteration 24F: 3 clusters Score -9100781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -430465.875000 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -430465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -426675.781250 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -426675.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -427512.437500 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -427512.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -427675.687500 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -427675.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -427751.500000 Penalty: 4092.566650
	Iteration 3Q: 3 clusters Score -427751.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -427797.375000 Penalty: 4092.566650
	Iteration 4Q: 3 clusters Score -427797.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -427828.906250 Penalty: 4092.566650
	Iteration 5Q: 3 clusters Score -427828.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -427850.375000 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -427850.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -427867.937500 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -427867.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -427881.656250 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -427881.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -427897.718750 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -427897.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -427909.156250 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -427909.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427920.656250 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -427920.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -427935.562500 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -427935.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -427945.000000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -427945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -427952.187500 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -427952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -427957.750000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -427957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -427960.250000 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -427960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -427964.343750 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -427964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -427966.375000 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -427966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -427968.156250 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -427968.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -427971.062500 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -427971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -427974.343750 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -427974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -427976.656250 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -427976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -427981.093750 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -427981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -427985.187500 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -427985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -427987.781250 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -427987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -427989.406250 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -427989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -427991.250000 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -427991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -427993.250000 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -427993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -427994.562500 Penalty: 4092.566650
	Iteration 29Q: 3 clusters Score -427994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -427995.625000 Penalty: 4092.566650
	Iteration 30Q: 3 clusters Score -427995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -427997.156250 Penalty: 4092.566650
	Iteration 31Q: 3 clusters Score -427997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -427998.281250 Penalty: 4092.566650
	Iteration 32Q: 3 clusters Score -427998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -427998.593750 Penalty: 4092.566650
	Iteration 33Q: 3 clusters Score -427998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -427999.906250 Penalty: 4092.566650
	Iteration 34Q: 3 clusters Score -427999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -428002.375000 Penalty: 4092.566650
	Iteration 35Q: 3 clusters Score -428002.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -428002.375000 Penalty: 4092.566650
	Iteration 36F: 3 clusters Score -428002.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -170862.562500 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -170862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -168554.031250 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -168554 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168994.968750 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -168995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -169156.031250 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -169156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -169269.468750 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -169269.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -169424.140625 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -169424.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -169697.265625 Penalty: 3654.070068
	Iteration 5F: 3 clusters Score -169697.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -170276.937500 Penalty: 3654.070068
	Iteration 6F: 3 clusters Score -170276.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170839.437500 Penalty: 3654.070068
	Iteration 7F: 3 clusters Score -170839.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -171236.125000 Penalty: 3654.070068
	Iteration 8F: 3 clusters Score -171236.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -171507.328125 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -171507.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -171655.359375 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -171655.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171724.953125 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -171725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171753.437500 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -171753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -171765.734375 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -171765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171779.921875 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -171779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -171790.640625 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -171790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -171795.656250 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -171795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -171797.281250 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -171797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171798.468750 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -171798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171798.468750 Penalty: 3654.070068
	Iteration 19F: 3 clusters Score -171798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222685 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 57832 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 79885 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 202120 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 56031 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 171836 members 
Mstep: Class 16 contains 308026 members 
Mstep: Class 17 contains 79330 members 
Mstep: Class 18 contains 204876 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39482 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19822 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
Score: -183971648.000000 Penalty: 99245.718750
Splitting cluster 8 changes total score from -183971904.000000 to -183971648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (202120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202120 members 
Entering Unmasked Estep 
Score: -23775130.000000 Penalty: 3029.720947
	Iteration 0F: 2 clusters Score -2.377513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -23641776.000000 Penalty: 6059.441895
	Iteration 0F: 3 clusters Score -2.364178e+07 nChanged 97358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -23698216.000000 Penalty: 6059.441895
	Iteration 1F: 3 clusters Score -2.369822e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 96900 members 
Entering Unmasked Estep 
Score: -23699244.000000 Penalty: 6059.441895
	Iteration 2Q: 3 clusters Score -2.369924e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -23700280.000000 Penalty: 6059.441895
	Iteration 3Q: 3 clusters Score -2.370028e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -23701712.000000 Penalty: 6059.441895
	Iteration 4Q: 3 clusters Score -2.370171e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -23703822.000000 Penalty: 6059.441895
	Iteration 5Q: 3 clusters Score -2.370382e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126955 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -23708084.000000 Penalty: 6059.441895
	Iteration 6Q: 3 clusters Score -2.370808e+07 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -23716114.000000 Penalty: 6059.441895
	Iteration 7F: 3 clusters Score -2.371611e+07 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -23730324.000000 Penalty: 6059.441895
	Iteration 8F: 3 clusters Score -2.373032e+07 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -23747914.000000 Penalty: 6059.441895
	Iteration 9F: 3 clusters Score -2.374791e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191095 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -23762136.000000 Penalty: 6059.441895
	Iteration 10F: 3 clusters Score -2.376214e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198689 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -23769348.000000 Penalty: 6059.441895
	Iteration 11Q: 3 clusters Score -2.376935e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201131 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -23771552.000000 Penalty: 6059.441895
	Iteration 12Q: 3 clusters Score -2.377155e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201753 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23772116.000000 Penalty: 6059.441895
	Iteration 13Q: 3 clusters Score -2.377212e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201885 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23772318.000000 Penalty: 6059.441895
	Iteration 14Q: 3 clusters Score -2.377232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201913 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23772376.000000 Penalty: 6059.441895
	Iteration 15Q: 3 clusters Score -2.377238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201928 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23772402.000000 Penalty: 6059.441895
	Iteration 16Q: 3 clusters Score -2.37724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201926 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23772414.000000 Penalty: 6059.441895
	Iteration 17Q: 3 clusters Score -2.377241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201932 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23772438.000000 Penalty: 6059.441895
	Iteration 18Q: 3 clusters Score -2.377244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201938 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23772452.000000 Penalty: 6059.441895
	Iteration 19Q: 3 clusters Score -2.377245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201940 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23772460.000000 Penalty: 6059.441895
	Iteration 20F: 3 clusters Score -2.377246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -49376.691406 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -49376.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47901.464844 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -47901.46 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48360.730469 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -48360.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48721.167969 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -48721.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48809.960938 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -48809.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48874.453125 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48874.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48903.769531 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48903.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48923.250000 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48923.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48945.042969 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48945.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48958.031250 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48958.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48963.328125 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48963.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48969.390625 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48969.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48981.386719 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -48981.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48987.511719 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -48987.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48990.320312 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -48990.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48992.539062 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -48992.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48997.250000 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -48997.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -48999.699219 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -48999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -48999.699219 Penalty: 3109.471680
	Iteration 17F: 3 clusters Score -48999.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Entering Unmasked Estep 
Score: -6610328.000000 Penalty: 2711.547852
	Iteration 0F: 2 clusters Score -6610328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6572795.000000 Penalty: 5423.095703
	Iteration 0F: 3 clusters Score -6572795 nChanged 25857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6587619.500000 Penalty: 5423.095703
	Iteration 1F: 3 clusters Score -6587620 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6588885.000000 Penalty: 5423.095703
	Iteration 2F: 3 clusters Score -6588885 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -6590782.000000 Penalty: 5423.095703
	Iteration 3F: 3 clusters Score -6590782 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -6593512.500000 Penalty: 5423.095703
	Iteration 4F: 3 clusters Score -6593512 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6597200.500000 Penalty: 5423.095703
	Iteration 5F: 3 clusters Score -6597200 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -6601320.000000 Penalty: 5423.095703
	Iteration 6F: 3 clusters Score -6601320 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -6604650.000000 Penalty: 5423.095703
	Iteration 7F: 3 clusters Score -6604650 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -6606519.000000 Penalty: 5423.095703
	Iteration 8Q: 3 clusters Score -6606519 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -6607389.500000 Penalty: 5423.095703
	Iteration 9Q: 3 clusters Score -6607390 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -6607765.000000 Penalty: 5423.095703
	Iteration 10Q: 3 clusters Score -6607765 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -6607945.500000 Penalty: 5423.095703
	Iteration 11Q: 3 clusters Score -6607946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -6608025.000000 Penalty: 5423.095703
	Iteration 12Q: 3 clusters Score -6608025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -6608074.500000 Penalty: 5423.095703
	Iteration 13Q: 3 clusters Score -6608074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -6608119.000000 Penalty: 5423.095703
	Iteration 14Q: 3 clusters Score -6608119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -6608150.500000 Penalty: 5423.095703
	Iteration 15Q: 3 clusters Score -6608150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -6608170.500000 Penalty: 5423.095703
	Iteration 16Q: 3 clusters Score -6608170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -6608176.500000 Penalty: 5423.095703
	Iteration 17Q: 3 clusters Score -6608176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -6608195.000000 Penalty: 5423.095703
	Iteration 18Q: 3 clusters Score -6608195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -6608202.500000 Penalty: 5423.095703
	Iteration 19Q: 3 clusters Score -6608202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -6608214.500000 Penalty: 5423.095703
	Iteration 20F: 3 clusters Score -6608214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -6608210.500000 Penalty: 5423.095703
	Iteration 21Q: 3 clusters Score -6608210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -6608216.000000 Penalty: 5423.095703
	Iteration 22Q: 3 clusters Score -6608216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -6608216.500000 Penalty: 5423.095703
	Iteration 23Q: 3 clusters Score -6608216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -6608223.000000 Penalty: 5423.095703
	Iteration 24Q: 3 clusters Score -6608223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -6608223.000000 Penalty: 5423.095703
	Iteration 25F: 3 clusters Score -6608223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Entering Unmasked Estep 
Score: -9786661.000000 Penalty: 2812.004395
	Iteration 0F: 2 clusters Score -9786661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -9730546.000000 Penalty: 5624.008789
	Iteration 0F: 3 clusters Score -9730546 nChanged 39664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -9753663.000000 Penalty: 5624.008789
	Iteration 1F: 3 clusters Score -9753663 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -9754682.000000 Penalty: 5624.008789
	Iteration 2Q: 3 clusters Score -9754682 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -9756201.000000 Penalty: 5624.008789
	Iteration 3Q: 3 clusters Score -9756201 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -9758284.000000 Penalty: 5624.008789
	Iteration 4F: 3 clusters Score -9758284 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -9761287.000000 Penalty: 5624.008789
	Iteration 5F: 3 clusters Score -9761287 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -9765463.000000 Penalty: 5624.008789
	Iteration 6F: 3 clusters Score -9765463 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -9770578.000000 Penalty: 5624.008789
	Iteration 7F: 3 clusters Score -9770578 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -9775461.000000 Penalty: 5624.008789
	Iteration 8F: 3 clusters Score -9775461 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -9779222.000000 Penalty: 5624.008789
	Iteration 9F: 3 clusters Score -9779222 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -9781572.000000 Penalty: 5624.008789
	Iteration 10Q: 3 clusters Score -9781572 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -9783104.000000 Penalty: 5624.008789
	Iteration 11Q: 3 clusters Score -9783104 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -9784100.000000 Penalty: 5624.008789
	Iteration 12Q: 3 clusters Score -9784100 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -9784654.000000 Penalty: 5624.008789
	Iteration 13Q: 3 clusters Score -9784654 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -9784918.000000 Penalty: 5624.008789
	Iteration 14Q: 3 clusters Score -9784918 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -9785033.000000 Penalty: 5624.008789
	Iteration 15Q: 3 clusters Score -9785033 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -9785110.000000 Penalty: 5624.008789
	Iteration 16Q: 3 clusters Score -9785110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -9785159.000000 Penalty: 5624.008789
	Iteration 17Q: 3 clusters Score -9785159 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -9785193.000000 Penalty: 5624.008789
	Iteration 18Q: 3 clusters Score -9785193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -9785184.000000 Penalty: 5624.008789
	Iteration 19Q: 3 clusters Score -9785184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -9785213.000000 Penalty: 5624.008789
	Iteration 20F: 3 clusters Score -9785213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -9785216.000000 Penalty: 5624.008789
	Iteration 21Q: 3 clusters Score -9785216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -9785213.000000 Penalty: 5624.008789
	Iteration 22Q: 3 clusters Score -9785213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -9785211.000000 Penalty: 5624.008789
	Iteration 23Q: 3 clusters Score -9785211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -9785220.000000 Penalty: 5624.008789
	Iteration 24Q: 3 clusters Score -9785220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -9785228.000000 Penalty: 5624.008789
	Iteration 25Q: 3 clusters Score -9785228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -9785218.000000 Penalty: 5624.008789
	Iteration 26Q: 3 clusters Score -9785218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -9785231.000000 Penalty: 5624.008789
	Iteration 27Q: 3 clusters Score -9785231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -9785230.000000 Penalty: 5624.008789
	Iteration 28Q: 3 clusters Score -9785230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -9785244.000000 Penalty: 5624.008789
	Iteration 29Q: 3 clusters Score -9785244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -9785241.000000 Penalty: 5624.008789
	Iteration 30Q: 3 clusters Score -9785241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -9785241.000000 Penalty: 5624.008789
	Iteration 31Q: 3 clusters Score -9785241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -9785239.000000 Penalty: 5624.008789
	Iteration 32Q: 3 clusters Score -9785239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -9785239.000000 Penalty: 5624.008789
	Iteration 33Q: 3 clusters Score -9785239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -9785237.000000 Penalty: 5624.008789
	Iteration 34Q: 3 clusters Score -9785237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -9785236.000000 Penalty: 5624.008789
	Iteration 35Q: 3 clusters Score -9785236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -9785237.000000 Penalty: 5624.008789
	Iteration 36Q: 3 clusters Score -9785237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -9785237.000000 Penalty: 5624.008789
	Iteration 37F: 3 clusters Score -9785237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Entering Unmasked Estep 
Score: -1330859.625000 Penalty: 2321.186279
	Iteration 0F: 2 clusters Score -1330860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1322159.000000 Penalty: 4642.372559
	Iteration 0F: 3 clusters Score -1322159 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1324684.875000 Penalty: 4642.372559
	Iteration 1F: 3 clusters Score -1324685 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1325025.875000 Penalty: 4642.372559
	Iteration 2F: 3 clusters Score -1325026 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1325314.750000 Penalty: 4642.372559
	Iteration 3F: 3 clusters Score -1325315 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1325586.500000 Penalty: 4642.372559
	Iteration 4Q: 3 clusters Score -1325586 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1325848.000000 Penalty: 4642.372559
	Iteration 5Q: 3 clusters Score -1325848 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1326139.125000 Penalty: 4642.372559
	Iteration 6Q: 3 clusters Score -1326139 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1326413.125000 Penalty: 4642.372559
	Iteration 7Q: 3 clusters Score -1326413 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1326687.625000 Penalty: 4642.372559
	Iteration 8Q: 3 clusters Score -1326688 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1327001.500000 Penalty: 4642.372559
	Iteration 9Q: 3 clusters Score -1327002 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1327365.125000 Penalty: 4642.372559
	Iteration 10Q: 3 clusters Score -1327365 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1327718.250000 Penalty: 4642.372559
	Iteration 11Q: 3 clusters Score -1327718 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1328060.125000 Penalty: 4642.372559
	Iteration 12Q: 3 clusters Score -1328060 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1328372.125000 Penalty: 4642.372559
	Iteration 13Q: 3 clusters Score -1328372 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1328608.125000 Penalty: 4642.372559
	Iteration 14Q: 3 clusters Score -1328608 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1328809.125000 Penalty: 4642.372559
	Iteration 15Q: 3 clusters Score -1328809 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1328989.500000 Penalty: 4642.372559
	Iteration 16Q: 3 clusters Score -1328990 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1329132.750000 Penalty: 4642.372559
	Iteration 17Q: 3 clusters Score -1329133 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1329209.875000 Penalty: 4642.372559
	Iteration 18Q: 3 clusters Score -1329210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1329286.000000 Penalty: 4642.372559
	Iteration 19Q: 3 clusters Score -1329286 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1329337.750000 Penalty: 4642.372559
	Iteration 20F: 3 clusters Score -1329338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1329387.000000 Penalty: 4642.372559
	Iteration 21Q: 3 clusters Score -1329387 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1329429.625000 Penalty: 4642.372559
	Iteration 22Q: 3 clusters Score -1329430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1329456.875000 Penalty: 4642.372559
	Iteration 23Q: 3 clusters Score -1329457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1329475.250000 Penalty: 4642.372559
	Iteration 24Q: 3 clusters Score -1329475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1329483.750000 Penalty: 4642.372559
	Iteration 25Q: 3 clusters Score -1329484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1329494.625000 Penalty: 4642.372559
	Iteration 26Q: 3 clusters Score -1329495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1329506.625000 Penalty: 4642.372559
	Iteration 27Q: 3 clusters Score -1329507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1329510.750000 Penalty: 4642.372559
	Iteration 28Q: 3 clusters Score -1329511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1329514.375000 Penalty: 4642.372559
	Iteration 29Q: 3 clusters Score -1329514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1329515.500000 Penalty: 4642.372559
	Iteration 30Q: 3 clusters Score -1329516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1329518.500000 Penalty: 4642.372559
	Iteration 31Q: 3 clusters Score -1329518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1329519.875000 Penalty: 4642.372559
	Iteration 32Q: 3 clusters Score -1329520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1329522.625000 Penalty: 4642.372559
	Iteration 33Q: 3 clusters Score -1329523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1329524.750000 Penalty: 4642.372559
	Iteration 34Q: 3 clusters Score -1329525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1329522.125000 Penalty: 4642.372559
	Iteration 35Q: 3 clusters Score -1329522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1329524.250000 Penalty: 4642.372559
	Iteration 36Q: 3 clusters Score -1329524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1329524.375000 Penalty: 4642.372559
	Iteration 37Q: 3 clusters Score -1329524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1329525.500000 Penalty: 4642.372559
	Iteration 38Q: 3 clusters Score -1329526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1329525.500000 Penalty: 4642.372559
	Iteration 39F: 3 clusters Score -1329526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171836 members 
Entering Unmasked Estep 
Score: -20271052.000000 Penalty: 2989.465332
	Iteration 0F: 2 clusters Score -2.027105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -20156938.000000 Penalty: 5978.930664
	Iteration 0F: 3 clusters Score -2.015694e+07 nChanged 82417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -20204352.000000 Penalty: 5978.930664
	Iteration 1F: 3 clusters Score -2.020435e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -20205080.000000 Penalty: 5978.930664
	Iteration 2Q: 3 clusters Score -2.020508e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -20206074.000000 Penalty: 5978.930664
	Iteration 3Q: 3 clusters Score -2.020607e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -20207120.000000 Penalty: 5978.930664
	Iteration 4Q: 3 clusters Score -2.020712e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -20208880.000000 Penalty: 5978.930664
	Iteration 5Q: 3 clusters Score -2.020888e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -20212212.000000 Penalty: 5978.930664
	Iteration 6Q: 3 clusters Score -2.021221e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116924 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -20218522.000000 Penalty: 5978.930664
	Iteration 7F: 3 clusters Score -2.021852e+07 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -20229664.000000 Penalty: 5978.930664
	Iteration 8F: 3 clusters Score -2.022966e+07 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -20244762.000000 Penalty: 5978.930664
	Iteration 9F: 3 clusters Score -2.024476e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -20257904.000000 Penalty: 5978.930664
	Iteration 10F: 3 clusters Score -2.02579e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -20264990.000000 Penalty: 5978.930664
	Iteration 11Q: 3 clusters Score -2.026499e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170811 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20267446.000000 Penalty: 5978.930664
	Iteration 12Q: 3 clusters Score -2.026745e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20268016.000000 Penalty: 5978.930664
	Iteration 13Q: 3 clusters Score -2.026802e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20268198.000000 Penalty: 5978.930664
	Iteration 14Q: 3 clusters Score -2.02682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20268268.000000 Penalty: 5978.930664
	Iteration 15Q: 3 clusters Score -2.026827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20268290.000000 Penalty: 5978.930664
	Iteration 16Q: 3 clusters Score -2.026829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171602 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20268318.000000 Penalty: 5978.930664
	Iteration 17Q: 3 clusters Score -2.026832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171604 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20268326.000000 Penalty: 5978.930664
	Iteration 18Q: 3 clusters Score -2.026833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20268332.000000 Penalty: 5978.930664
	Iteration 19Q: 3 clusters Score -2.026833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171607 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20268336.000000 Penalty: 5978.930664
	Iteration 20F: 3 clusters Score -2.026834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20268356.000000 Penalty: 5978.930664
	Iteration 21Q: 3 clusters Score -2.026836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171611 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20268362.000000 Penalty: 5978.930664
	Iteration 22Q: 3 clusters Score -2.026836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20268368.000000 Penalty: 5978.930664
	Iteration 23Q: 3 clusters Score -2.026837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20268368.000000 Penalty: 5978.930664
	Iteration 24F: 3 clusters Score -2.026837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (308026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308026 members 
Entering Unmasked Estep 
Score: -36015200.000000 Penalty: 3134.208984
	Iteration 0F: 2 clusters Score -3.60152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -35810956.000000 Penalty: 6268.417969
	Iteration 0F: 3 clusters Score -3.581096e+07 nChanged 149700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -35899540.000000 Penalty: 6268.417969
	Iteration 1F: 3 clusters Score -3.589954e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143702 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -35900932.000000 Penalty: 6268.417969
	Iteration 2Q: 3 clusters Score -3.590093e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137386 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -35903036.000000 Penalty: 6268.417969
	Iteration 3Q: 3 clusters Score -3.590304e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 180304 members 
Entering Unmasked Estep 
Score: -35906620.000000 Penalty: 6268.417969
	Iteration 4Q: 3 clusters Score -3.590662e+07 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 194495 members 
Entering Unmasked Estep 
Score: -35913612.000000 Penalty: 6268.417969
	Iteration 5Q: 3 clusters Score -3.591361e+07 nChanged 19895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 213934 members 
Entering Unmasked Estep 
Score: -35925832.000000 Penalty: 6268.417969
	Iteration 6F: 3 clusters Score -3.592583e+07 nChanged 24402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 238174 members 
Entering Unmasked Estep 
Score: -35944892.000000 Penalty: 6268.417969
	Iteration 7F: 3 clusters Score -3.594489e+07 nChanged 25281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 263413 members 
Entering Unmasked Estep 
Score: -35968268.000000 Penalty: 6268.417969
	Iteration 8F: 3 clusters Score -3.596827e+07 nChanged 20649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 284048 members 
Entering Unmasked Estep 
Score: -35988816.000000 Penalty: 6268.417969
	Iteration 9F: 3 clusters Score -3.598882e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 296898 members 
Entering Unmasked Estep 
Score: -36002496.000000 Penalty: 6268.417969
	Iteration 10Q: 3 clusters Score -3.60025e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 303378 members 
Entering Unmasked Estep 
Score: -36009072.000000 Penalty: 6268.417969
	Iteration 11Q: 3 clusters Score -3.600907e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 306118 members 
Entering Unmasked Estep 
Score: -36011096.000000 Penalty: 6268.417969
	Iteration 12Q: 3 clusters Score -3.60111e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 307091 members 
Entering Unmasked Estep 
Score: -36011848.000000 Penalty: 6268.417969
	Iteration 13Q: 3 clusters Score -3.601185e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 307430 members 
Entering Unmasked Estep 
Score: -36012136.000000 Penalty: 6268.417969
	Iteration 14Q: 3 clusters Score -3.601214e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 307561 members 
Entering Unmasked Estep 
Score: -36012240.000000 Penalty: 6268.417969
	Iteration 15Q: 3 clusters Score -3.601224e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 307623 members 
Entering Unmasked Estep 
Score: -36012340.000000 Penalty: 6268.417969
	Iteration 16Q: 3 clusters Score -3.601234e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 307653 members 
Entering Unmasked Estep 
Score: -36012372.000000 Penalty: 6268.417969
	Iteration 17Q: 3 clusters Score -3.601237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 307671 members 
Entering Unmasked Estep 
Score: -36012428.000000 Penalty: 6268.417969
	Iteration 18Q: 3 clusters Score -3.601243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 307676 members 
Entering Unmasked Estep 
Score: -36012428.000000 Penalty: 6268.417969
	Iteration 19Q: 3 clusters Score -3.601243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 307677 members 
Entering Unmasked Estep 
Score: -36012448.000000 Penalty: 6268.417969
	Iteration 20F: 3 clusters Score -3.601245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 307680 members 
Entering Unmasked Estep 
Score: -36012400.000000 Penalty: 6268.417969
	Iteration 21Q: 3 clusters Score -3.60124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307683 members 
Entering Unmasked Estep 
Score: -36012420.000000 Penalty: 6268.417969
	Iteration 22Q: 3 clusters Score -3.601242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307686 members 
Entering Unmasked Estep 
Score: -36012412.000000 Penalty: 6268.417969
	Iteration 23Q: 3 clusters Score -3.601241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307688 members 
Entering Unmasked Estep 
Score: -36012412.000000 Penalty: 6268.417969
	Iteration 24Q: 3 clusters Score -3.601241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307690 members 
Entering Unmasked Estep 
Score: -36012420.000000 Penalty: 6268.417969
	Iteration 25Q: 3 clusters Score -3.601242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 307691 members 
Entering Unmasked Estep 
Score: -36012428.000000 Penalty: 6268.417969
	Iteration 26Q: 3 clusters Score -3.601243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 307691 members 
Entering Unmasked Estep 
Score: -36012428.000000 Penalty: 6268.417969
	Iteration 27F: 3 clusters Score -3.601243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (79330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Entering Unmasked Estep 
Score: -9396426.000000 Penalty: 2797.780273
	Iteration 0F: 2 clusters Score -9396426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -9343089.000000 Penalty: 5595.560547
	Iteration 0F: 3 clusters Score -9343089 nChanged 37336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -9364388.000000 Penalty: 5595.560547
	Iteration 1F: 3 clusters Score -9364388 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -9365388.000000 Penalty: 5595.560547
	Iteration 2Q: 3 clusters Score -9365388 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -9366745.000000 Penalty: 5595.560547
	Iteration 3Q: 3 clusters Score -9366745 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -9368728.000000 Penalty: 5595.560547
	Iteration 4Q: 3 clusters Score -9368728 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -9371267.000000 Penalty: 5595.560547
	Iteration 5F: 3 clusters Score -9371267 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -9374454.000000 Penalty: 5595.560547
	Iteration 6F: 3 clusters Score -9374454 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -9377946.000000 Penalty: 5595.560547
	Iteration 7F: 3 clusters Score -9377946 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9381001.000000 Penalty: 5595.560547
	Iteration 8F: 3 clusters Score -9381001 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -9383249.000000 Penalty: 5595.560547
	Iteration 9F: 3 clusters Score -9383249 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -9384492.000000 Penalty: 5595.560547
	Iteration 10Q: 3 clusters Score -9384492 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -9385101.000000 Penalty: 5595.560547
	Iteration 11Q: 3 clusters Score -9385101 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -9385469.000000 Penalty: 5595.560547
	Iteration 12Q: 3 clusters Score -9385469 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -9385736.000000 Penalty: 5595.560547
	Iteration 13Q: 3 clusters Score -9385736 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -9385937.000000 Penalty: 5595.560547
	Iteration 14Q: 3 clusters Score -9385937 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -9386117.000000 Penalty: 5595.560547
	Iteration 15Q: 3 clusters Score -9386117 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -9386362.000000 Penalty: 5595.560547
	Iteration 16Q: 3 clusters Score -9386362 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -9386546.000000 Penalty: 5595.560547
	Iteration 17Q: 3 clusters Score -9386546 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -9386748.000000 Penalty: 5595.560547
	Iteration 18Q: 3 clusters Score -9386748 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -9387027.000000 Penalty: 5595.560547
	Iteration 19Q: 3 clusters Score -9387027 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -9387233.000000 Penalty: 5595.560547
	Iteration 20F: 3 clusters Score -9387233 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -9387530.000000 Penalty: 5595.560547
	Iteration 21Q: 3 clusters Score -9387530 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -9387725.000000 Penalty: 5595.560547
	Iteration 22Q: 3 clusters Score -9387725 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -9388004.000000 Penalty: 5595.560547
	Iteration 23Q: 3 clusters Score -9388004 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9388296.000000 Penalty: 5595.560547
	Iteration 24Q: 3 clusters Score -9388296 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -9388583.000000 Penalty: 5595.560547
	Iteration 25Q: 3 clusters Score -9388583 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -9388878.000000 Penalty: 5595.560547
	Iteration 26Q: 3 clusters Score -9388878 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -9389254.000000 Penalty: 5595.560547
	Iteration 27Q: 3 clusters Score -9389254 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -9389674.000000 Penalty: 5595.560547
	Iteration 28Q: 3 clusters Score -9389674 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -9390124.000000 Penalty: 5595.560547
	Iteration 29Q: 3 clusters Score -9390124 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9390607.000000 Penalty: 5595.560547
	Iteration 30Q: 3 clusters Score -9390607 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -9391057.000000 Penalty: 5595.560547
	Iteration 31Q: 3 clusters Score -9391057 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -9391479.000000 Penalty: 5595.560547
	Iteration 32Q: 3 clusters Score -9391479 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -9391833.000000 Penalty: 5595.560547
	Iteration 33Q: 3 clusters Score -9391833 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -9392220.000000 Penalty: 5595.560547
	Iteration 34Q: 3 clusters Score -9392220 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -9392564.000000 Penalty: 5595.560547
	Iteration 35Q: 3 clusters Score -9392564 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -9392905.000000 Penalty: 5595.560547
	Iteration 36Q: 3 clusters Score -9392905 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -9393102.000000 Penalty: 5595.560547
	Iteration 37Q: 3 clusters Score -9393102 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -9393311.000000 Penalty: 5595.560547
	Iteration 38Q: 3 clusters Score -9393311 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -9393452.000000 Penalty: 5595.560547
	Iteration 39Q: 3 clusters Score -9393452 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -9393543.000000 Penalty: 5595.560547
	Iteration 40F: 3 clusters Score -9393543 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -9393637.000000 Penalty: 5595.560547
	Iteration 41Q: 3 clusters Score -9393637 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -9393703.000000 Penalty: 5595.560547
	Iteration 42Q: 3 clusters Score -9393703 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -9393765.000000 Penalty: 5595.560547
	Iteration 43Q: 3 clusters Score -9393765 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -9393807.000000 Penalty: 5595.560547
	Iteration 44Q: 3 clusters Score -9393807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -9393852.000000 Penalty: 5595.560547
	Iteration 45Q: 3 clusters Score -9393852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -9393863.000000 Penalty: 5595.560547
	Iteration 46Q: 3 clusters Score -9393863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -9393883.000000 Penalty: 5595.560547
	Iteration 47Q: 3 clusters Score -9393883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -9393898.000000 Penalty: 5595.560547
	Iteration 48Q: 3 clusters Score -9393898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -9393910.000000 Penalty: 5595.560547
	Iteration 49Q: 3 clusters Score -9393910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -9393930.000000 Penalty: 5595.560547
	Iteration 50Q: 3 clusters Score -9393930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -9393938.000000 Penalty: 5595.560547
	Iteration 51Q: 3 clusters Score -9393938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -9393949.000000 Penalty: 5595.560547
	Iteration 52Q: 3 clusters Score -9393949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -9393967.000000 Penalty: 5595.560547
	Iteration 53Q: 3 clusters Score -9393967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -9393971.000000 Penalty: 5595.560547
	Iteration 54Q: 3 clusters Score -9393971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -9393974.000000 Penalty: 5595.560547
	Iteration 55Q: 3 clusters Score -9393974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -9393985.000000 Penalty: 5595.560547
	Iteration 56Q: 3 clusters Score -9393985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -9393990.000000 Penalty: 5595.560547
	Iteration 57Q: 3 clusters Score -9393990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -9393999.000000 Penalty: 5595.560547
	Iteration 58Q: 3 clusters Score -9393999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -9394001.000000 Penalty: 5595.560547
	Iteration 59Q: 3 clusters Score -9394001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -9394005.000000 Penalty: 5595.560547
	Iteration 60F: 3 clusters Score -9394005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -9394008.000000 Penalty: 5595.560547
	Iteration 61Q: 3 clusters Score -9394008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -9394013.000000 Penalty: 5595.560547
	Iteration 62Q: 3 clusters Score -9394013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -9394011.000000 Penalty: 5595.560547
	Iteration 63Q: 3 clusters Score -9394011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -9394014.000000 Penalty: 5595.560547
	Iteration 64Q: 3 clusters Score -9394014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -9394007.000000 Penalty: 5595.560547
	Iteration 65Q: 3 clusters Score -9394007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -9394017.000000 Penalty: 5595.560547
	Iteration 66Q: 3 clusters Score -9394017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -9394011.000000 Penalty: 5595.560547
	Iteration 67Q: 3 clusters Score -9394011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -9394018.000000 Penalty: 5595.560547
	Iteration 68Q: 3 clusters Score -9394018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9394018.000000 Penalty: 5595.560547
	Iteration 69Q: 3 clusters Score -9394018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9394018.000000 Penalty: 5595.560547
	Iteration 70F: 3 clusters Score -9394018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (204876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204876 members 
Entering Unmasked Estep 
Score: -24099916.000000 Penalty: 3033.079590
	Iteration 0F: 2 clusters Score -2.409992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 102617 members 
Entering Unmasked Estep 
Score: -23966466.000000 Penalty: 6066.159180
	Iteration 0F: 3 clusters Score -2.396647e+07 nChanged 98652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -24024676.000000 Penalty: 6066.159180
	Iteration 1F: 3 clusters Score -2.402468e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -24026362.000000 Penalty: 6066.159180
	Iteration 2Q: 3 clusters Score -2.402636e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -24028274.000000 Penalty: 6066.159180
	Iteration 3Q: 3 clusters Score -2.402827e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 116647 members 
Entering Unmasked Estep 
Score: -24031010.000000 Penalty: 6066.159180
	Iteration 4Q: 3 clusters Score -2.403101e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 124076 members 
Entering Unmasked Estep 
Score: -24035264.000000 Penalty: 6066.159180
	Iteration 5Q: 3 clusters Score -2.403526e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -24042142.000000 Penalty: 6066.159180
	Iteration 6F: 3 clusters Score -2.404214e+07 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -24052884.000000 Penalty: 6066.159180
	Iteration 7F: 3 clusters Score -2.405288e+07 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 162069 members 
Entering Unmasked Estep 
Score: -24065632.000000 Penalty: 6066.159180
	Iteration 8F: 3 clusters Score -2.406563e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -24077458.000000 Penalty: 6066.159180
	Iteration 9F: 3 clusters Score -2.407746e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 185013 members 
Entering Unmasked Estep 
Score: -24086220.000000 Penalty: 6066.159180
	Iteration 10Q: 3 clusters Score -2.408622e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 191121 members 
Entering Unmasked Estep 
Score: -24091298.000000 Penalty: 6066.159180
	Iteration 11Q: 3 clusters Score -2.40913e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 194750 members 
Entering Unmasked Estep 
Score: -24094492.000000 Penalty: 6066.159180
	Iteration 12Q: 3 clusters Score -2.409449e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -24096156.000000 Penalty: 6066.159180
	Iteration 13Q: 3 clusters Score -2.409616e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 198143 members 
Entering Unmasked Estep 
Score: -24097388.000000 Penalty: 6066.159180
	Iteration 14Q: 3 clusters Score -2.409739e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 198783 members 
Entering Unmasked Estep 
Score: -24098424.000000 Penalty: 6066.159180
	Iteration 15Q: 3 clusters Score -2.409842e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 199002 members 
Entering Unmasked Estep 
Score: -24099154.000000 Penalty: 6066.159180
	Iteration 16Q: 3 clusters Score -2.409915e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -24099820.000000 Penalty: 6066.159180
	Iteration 17Q: 3 clusters Score -2.409982e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 198825 members 
Entering Unmasked Estep 
Score: -24100158.000000 Penalty: 6066.159180
	Iteration 18Q: 3 clusters Score -2.410016e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 198617 members 
Entering Unmasked Estep 
Score: -24100298.000000 Penalty: 6066.159180
	Iteration 19Q: 3 clusters Score -2.41003e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 198399 members 
Entering Unmasked Estep 
Score: -24100444.000000 Penalty: 6066.159180
	Iteration 20F: 3 clusters Score -2.410044e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 198194 members 
Entering Unmasked Estep 
Score: -24100574.000000 Penalty: 6066.159180
	Iteration 21Q: 3 clusters Score -2.410057e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 197978 members 
Entering Unmasked Estep 
Score: -24100664.000000 Penalty: 6066.159180
	Iteration 22Q: 3 clusters Score -2.410066e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 197812 members 
Entering Unmasked Estep 
Score: -24100728.000000 Penalty: 6066.159180
	Iteration 23Q: 3 clusters Score -2.410073e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 197650 members 
Entering Unmasked Estep 
Score: -24100776.000000 Penalty: 6066.159180
	Iteration 24Q: 3 clusters Score -2.410078e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 197504 members 
Entering Unmasked Estep 
Score: -24100830.000000 Penalty: 6066.159180
	Iteration 25Q: 3 clusters Score -2.410083e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 197362 members 
Entering Unmasked Estep 
Score: -24100870.000000 Penalty: 6066.159180
	Iteration 26Q: 3 clusters Score -2.410087e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 197207 members 
Entering Unmasked Estep 
Score: -24100926.000000 Penalty: 6066.159180
	Iteration 27Q: 3 clusters Score -2.410093e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 197057 members 
Entering Unmasked Estep 
Score: -24101018.000000 Penalty: 6066.159180
	Iteration 28Q: 3 clusters Score -2.410102e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 196924 members 
Entering Unmasked Estep 
Score: -24101032.000000 Penalty: 6066.159180
	Iteration 29Q: 3 clusters Score -2.410103e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 196797 members 
Entering Unmasked Estep 
Score: -24101040.000000 Penalty: 6066.159180
	Iteration 30Q: 3 clusters Score -2.410104e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 196679 members 
Entering Unmasked Estep 
Score: -24101020.000000 Penalty: 6066.159180
	Iteration 31Q: 3 clusters Score -2.410102e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 196577 members 
Entering Unmasked Estep 
Score: -24101032.000000 Penalty: 6066.159180
	Iteration 32Q: 3 clusters Score -2.410103e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 196502 members 
Entering Unmasked Estep 
Score: -24101020.000000 Penalty: 6066.159180
	Iteration 33Q: 3 clusters Score -2.410102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 196421 members 
Entering Unmasked Estep 
Score: -24101000.000000 Penalty: 6066.159180
	Iteration 34Q: 3 clusters Score -2.4101e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 196350 members 
Entering Unmasked Estep 
Score: -24101050.000000 Penalty: 6066.159180
	Iteration 35Q: 3 clusters Score -2.410105e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 196280 members 
Entering Unmasked Estep 
Score: -24101078.000000 Penalty: 6066.159180
	Iteration 36Q: 3 clusters Score -2.410108e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 196208 members 
Entering Unmasked Estep 
Score: -24101080.000000 Penalty: 6066.159180
	Iteration 37Q: 3 clusters Score -2.410108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 196155 members 
Entering Unmasked Estep 
Score: -24101058.000000 Penalty: 6066.159180
	Iteration 38Q: 3 clusters Score -2.410106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 196111 members 
Entering Unmasked Estep 
Score: -24101058.000000 Penalty: 6066.159180
	Iteration 39Q: 3 clusters Score -2.410106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 196079 members 
Entering Unmasked Estep 
Score: -24101020.000000 Penalty: 6066.159180
	Iteration 40F: 3 clusters Score -2.410102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 196045 members 
Entering Unmasked Estep 
Score: -24101014.000000 Penalty: 6066.159180
	Iteration 41Q: 3 clusters Score -2.410101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 196016 members 
Entering Unmasked Estep 
Score: -24101024.000000 Penalty: 6066.159180
	Iteration 42Q: 3 clusters Score -2.410102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 195992 members 
Entering Unmasked Estep 
Score: -24101030.000000 Penalty: 6066.159180
	Iteration 43Q: 3 clusters Score -2.410103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -24101020.000000 Penalty: 6066.159180
	Iteration 44Q: 3 clusters Score -2.410102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 195954 members 
Entering Unmasked Estep 
Score: -24101002.000000 Penalty: 6066.159180
	Iteration 45Q: 3 clusters Score -2.4101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -24101006.000000 Penalty: 6066.159180
	Iteration 46Q: 3 clusters Score -2.410101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -24101024.000000 Penalty: 6066.159180
	Iteration 47Q: 3 clusters Score -2.410102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -24101026.000000 Penalty: 6066.159180
	Iteration 48Q: 3 clusters Score -2.410103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 195877 members 
Entering Unmasked Estep 
Score: -24101038.000000 Penalty: 6066.159180
	Iteration 49Q: 3 clusters Score -2.410104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 195860 members 
Entering Unmasked Estep 
Score: -24101064.000000 Penalty: 6066.159180
	Iteration 50Q: 3 clusters Score -2.410106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 195843 members 
Entering Unmasked Estep 
Score: -24101064.000000 Penalty: 6066.159180
	Iteration 51Q: 3 clusters Score -2.410106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 195825 members 
Entering Unmasked Estep 
Score: -24101068.000000 Penalty: 6066.159180
	Iteration 52Q: 3 clusters Score -2.410107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 195805 members 
Entering Unmasked Estep 
Score: -24101096.000000 Penalty: 6066.159180
	Iteration 53Q: 3 clusters Score -2.41011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -24101106.000000 Penalty: 6066.159180
	Iteration 54Q: 3 clusters Score -2.410111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 195771 members 
Entering Unmasked Estep 
Score: -24101120.000000 Penalty: 6066.159180
	Iteration 55Q: 3 clusters Score -2.410112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -24101094.000000 Penalty: 6066.159180
	Iteration 56Q: 3 clusters Score -2.410109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 195749 members 
Entering Unmasked Estep 
Score: -24101094.000000 Penalty: 6066.159180
	Iteration 57Q: 3 clusters Score -2.410109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 195742 members 
Entering Unmasked Estep 
Score: -24101090.000000 Penalty: 6066.159180
	Iteration 58Q: 3 clusters Score -2.410109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 195736 members 
Entering Unmasked Estep 
Score: -24101094.000000 Penalty: 6066.159180
	Iteration 59Q: 3 clusters Score -2.410109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 195731 members 
Entering Unmasked Estep 
Score: -24101080.000000 Penalty: 6066.159180
	Iteration 60F: 3 clusters Score -2.410108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 195725 members 
Entering Unmasked Estep 
Score: -24101090.000000 Penalty: 6066.159180
	Iteration 61Q: 3 clusters Score -2.410109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 195721 members 
Entering Unmasked Estep 
Score: -24101090.000000 Penalty: 6066.159180
	Iteration 62Q: 3 clusters Score -2.410109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 195719 members 
Entering Unmasked Estep 
Score: -24101094.000000 Penalty: 6066.159180
	Iteration 63Q: 3 clusters Score -2.410109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 195716 members 
Entering Unmasked Estep 
Score: -24101090.000000 Penalty: 6066.159180
	Iteration 64Q: 3 clusters Score -2.410109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 195713 members 
Entering Unmasked Estep 
Score: -24101096.000000 Penalty: 6066.159180
	Iteration 65Q: 3 clusters Score -2.41011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -24101092.000000 Penalty: 6066.159180
	Iteration 66Q: 3 clusters Score -2.410109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 195707 members 
Entering Unmasked Estep 
Score: -24101084.000000 Penalty: 6066.159180
	Iteration 67Q: 3 clusters Score -2.410108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 195706 members 
Entering Unmasked Estep 
Score: -24101076.000000 Penalty: 6066.159180
	Iteration 68Q: 3 clusters Score -2.410108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 195706 members 
Entering Unmasked Estep 
Score: -24101076.000000 Penalty: 6066.159180
	Iteration 69F: 3 clusters Score -2.410108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222685 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 57832 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 79885 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 202120 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 195706 members 
Mstep: Class 12 contains 56031 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 171836 members 
Mstep: Class 16 contains 308026 members 
Mstep: Class 17 contains 79330 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39482 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19822 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
Score: -183974208.000000 Penalty: 99245.718750
Splitting cluster 18 changes total score from -183971904.000000 to -183974208.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 19 (30251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Entering Unmasked Estep 
Score: -3608223.000000 Penalty: 2558.686523
	Iteration 0F: 2 clusters Score -3608223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3587495.750000 Penalty: 5117.373047
	Iteration 0F: 3 clusters Score -3587496 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3594941.750000 Penalty: 5117.373047
	Iteration 1F: 3 clusters Score -3594942 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3595325.750000 Penalty: 5117.373047
	Iteration 2Q: 3 clusters Score -3595326 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3595596.000000 Penalty: 5117.373047
	Iteration 3Q: 3 clusters Score -3595596 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3595827.750000 Penalty: 5117.373047
	Iteration 4Q: 3 clusters Score -3595828 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3596024.250000 Penalty: 5117.373047
	Iteration 5Q: 3 clusters Score -3596024 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3596199.000000 Penalty: 5117.373047
	Iteration 6Q: 3 clusters Score -3596199 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3596408.250000 Penalty: 5117.373047
	Iteration 7Q: 3 clusters Score -3596408 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3596708.250000 Penalty: 5117.373047
	Iteration 8Q: 3 clusters Score -3596708 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3597098.000000 Penalty: 5117.373047
	Iteration 9Q: 3 clusters Score -3597098 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3597646.750000 Penalty: 5117.373047
	Iteration 10Q: 3 clusters Score -3597647 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3598491.250000 Penalty: 5117.373047
	Iteration 11F: 3 clusters Score -3598491 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3599731.500000 Penalty: 5117.373047
	Iteration 12F: 3 clusters Score -3599732 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3601347.750000 Penalty: 5117.373047
	Iteration 13F: 3 clusters Score -3601348 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3603063.000000 Penalty: 5117.373047
	Iteration 14F: 3 clusters Score -3603063 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3604351.000000 Penalty: 5117.373047
	Iteration 15Q: 3 clusters Score -3604351 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3605110.250000 Penalty: 5117.373047
	Iteration 16Q: 3 clusters Score -3605110 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3605474.500000 Penalty: 5117.373047
	Iteration 17Q: 3 clusters Score -3605474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3605663.750000 Penalty: 5117.373047
	Iteration 18Q: 3 clusters Score -3605664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3605761.500000 Penalty: 5117.373047
	Iteration 19Q: 3 clusters Score -3605762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3605826.750000 Penalty: 5117.373047
	Iteration 20F: 3 clusters Score -3605827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3605879.000000 Penalty: 5117.373047
	Iteration 21Q: 3 clusters Score -3605879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3605904.000000 Penalty: 5117.373047
	Iteration 22Q: 3 clusters Score -3605904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3605915.750000 Penalty: 5117.373047
	Iteration 23Q: 3 clusters Score -3605916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3605940.000000 Penalty: 5117.373047
	Iteration 24Q: 3 clusters Score -3605940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3605949.000000 Penalty: 5117.373047
	Iteration 25Q: 3 clusters Score -3605949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3605947.500000 Penalty: 5117.373047
	Iteration 26Q: 3 clusters Score -3605948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3605950.000000 Penalty: 5117.373047
	Iteration 27Q: 3 clusters Score -3605950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3605958.750000 Penalty: 5117.373047
	Iteration 28Q: 3 clusters Score -3605959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3605963.250000 Penalty: 5117.373047
	Iteration 29Q: 3 clusters Score -3605963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3605970.750000 Penalty: 5117.373047
	Iteration 30Q: 3 clusters Score -3605971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3605976.750000 Penalty: 5117.373047
	Iteration 31Q: 3 clusters Score -3605977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3605982.250000 Penalty: 5117.373047
	Iteration 32Q: 3 clusters Score -3605982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3605981.000000 Penalty: 5117.373047
	Iteration 33Q: 3 clusters Score -3605981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3605983.750000 Penalty: 5117.373047
	Iteration 34Q: 3 clusters Score -3605984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3605985.750000 Penalty: 5117.373047
	Iteration 35Q: 3 clusters Score -3605986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3605985.750000 Penalty: 5117.373047
	Iteration 36F: 3 clusters Score -3605986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -212412.046875 Penalty: 1865.421021
	Iteration 0F: 2 clusters Score -212412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209899.750000 Penalty: 3730.842041
	Iteration 0F: 3 clusters Score -209899.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210340.203125 Penalty: 3730.842041
	Iteration 1F: 3 clusters Score -210340.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -210458.437500 Penalty: 3730.842041
	Iteration 2F: 3 clusters Score -210458.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210508.156250 Penalty: 3730.842041
	Iteration 3Q: 3 clusters Score -210508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210531.234375 Penalty: 3730.842041
	Iteration 4Q: 3 clusters Score -210531.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210544.609375 Penalty: 3730.842041
	Iteration 5Q: 3 clusters Score -210544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -210554.015625 Penalty: 3730.842041
	Iteration 6Q: 3 clusters Score -210554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210565.296875 Penalty: 3730.842041
	Iteration 7Q: 3 clusters Score -210565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -210571.500000 Penalty: 3730.842041
	Iteration 8Q: 3 clusters Score -210571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -210571.500000 Penalty: 3730.842041
	Iteration 9F: 3 clusters Score -210571.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -4668931.000000 Penalty: 2624.732910
	Iteration 0F: 2 clusters Score -4668931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4642114.500000 Penalty: 5249.465820
	Iteration 0F: 3 clusters Score -4642114 nChanged 18168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4652112.500000 Penalty: 5249.465820
	Iteration 1F: 3 clusters Score -4652112 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4652698.000000 Penalty: 5249.465820
	Iteration 2Q: 3 clusters Score -4652698 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4653420.000000 Penalty: 5249.465820
	Iteration 3Q: 3 clusters Score -4653420 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4654126.500000 Penalty: 5249.465820
	Iteration 4Q: 3 clusters Score -4654126 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4654985.500000 Penalty: 5249.465820
	Iteration 5Q: 3 clusters Score -4654986 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4656054.500000 Penalty: 5249.465820
	Iteration 6F: 3 clusters Score -4656054 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4657311.000000 Penalty: 5249.465820
	Iteration 7F: 3 clusters Score -4657311 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4658738.500000 Penalty: 5249.465820
	Iteration 8F: 3 clusters Score -4658738 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4660095.500000 Penalty: 5249.465820
	Iteration 9F: 3 clusters Score -4660096 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4661529.000000 Penalty: 5249.465820
	Iteration 10Q: 3 clusters Score -4661529 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4662907.000000 Penalty: 5249.465820
	Iteration 11Q: 3 clusters Score -4662907 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4664095.500000 Penalty: 5249.465820
	Iteration 12Q: 3 clusters Score -4664096 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4664918.500000 Penalty: 5249.465820
	Iteration 13Q: 3 clusters Score -4664918 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4665393.000000 Penalty: 5249.465820
	Iteration 14Q: 3 clusters Score -4665393 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4665715.500000 Penalty: 5249.465820
	Iteration 15Q: 3 clusters Score -4665716 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4665933.500000 Penalty: 5249.465820
	Iteration 16Q: 3 clusters Score -4665934 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4666095.500000 Penalty: 5249.465820
	Iteration 17Q: 3 clusters Score -4666096 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4666238.000000 Penalty: 5249.465820
	Iteration 18Q: 3 clusters Score -4666238 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4666360.000000 Penalty: 5249.465820
	Iteration 19Q: 3 clusters Score -4666360 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4666441.000000 Penalty: 5249.465820
	Iteration 20F: 3 clusters Score -4666441 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4666521.500000 Penalty: 5249.465820
	Iteration 21Q: 3 clusters Score -4666522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -4666583.000000 Penalty: 5249.465820
	Iteration 22Q: 3 clusters Score -4666583 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4666621.500000 Penalty: 5249.465820
	Iteration 23Q: 3 clusters Score -4666622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4666685.000000 Penalty: 5249.465820
	Iteration 24Q: 3 clusters Score -4666685 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4666712.000000 Penalty: 5249.465820
	Iteration 25Q: 3 clusters Score -4666712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4666737.500000 Penalty: 5249.465820
	Iteration 26Q: 3 clusters Score -4666738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4666769.500000 Penalty: 5249.465820
	Iteration 27Q: 3 clusters Score -4666770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4666799.500000 Penalty: 5249.465820
	Iteration 28Q: 3 clusters Score -4666800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4666805.000000 Penalty: 5249.465820
	Iteration 29Q: 3 clusters Score -4666805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4666819.500000 Penalty: 5249.465820
	Iteration 30Q: 3 clusters Score -4666820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4666821.500000 Penalty: 5249.465820
	Iteration 31Q: 3 clusters Score -4666822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4666826.000000 Penalty: 5249.465820
	Iteration 32Q: 3 clusters Score -4666826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4666840.500000 Penalty: 5249.465820
	Iteration 33Q: 3 clusters Score -4666840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -4666848.500000 Penalty: 5249.465820
	Iteration 34Q: 3 clusters Score -4666848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4666850.500000 Penalty: 5249.465820
	Iteration 35Q: 3 clusters Score -4666850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -4666851.000000 Penalty: 5249.465820
	Iteration 36Q: 3 clusters Score -4666851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4666856.500000 Penalty: 5249.465820
	Iteration 37Q: 3 clusters Score -4666856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4666848.500000 Penalty: 5249.465820
	Iteration 38Q: 3 clusters Score -4666848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4666843.500000 Penalty: 5249.465820
	Iteration 39Q: 3 clusters Score -4666844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4666853.500000 Penalty: 5249.465820
	Iteration 40F: 3 clusters Score -4666854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4666861.500000 Penalty: 5249.465820
	Iteration 41Q: 3 clusters Score -4666862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -4666861.500000 Penalty: 5249.465820
	Iteration 42Q: 3 clusters Score -4666862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4666864.000000 Penalty: 5249.465820
	Iteration 43Q: 3 clusters Score -4666864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4666862.000000 Penalty: 5249.465820
	Iteration 44Q: 3 clusters Score -4666862 nChanged 10
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: -4666864.000000 Penalty: 5249.465820
	Iteration 45Q: 3 clusters Score -4666864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4666869.500000 Penalty: 5249.465820
	Iteration 46Q: 3 clusters Score -4666870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -4666871.000000 Penalty: 5249.465820
	Iteration 47Q: 3 clusters Score -4666871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4666875.500000 Penalty: 5249.465820
	Iteration 48Q: 3 clusters Score -4666876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -4666871.500000 Penalty: 5249.465820
	Iteration 49Q: 3 clusters Score -4666872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4666873.500000 Penalty: 5249.465820
	Iteration 50Q: 3 clusters Score -4666874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4666871.000000 Penalty: 5249.465820
	Iteration 51Q: 3 clusters Score -4666871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4666875.000000 Penalty: 5249.465820
	Iteration 52Q: 3 clusters Score -4666875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4666873.000000 Penalty: 5249.465820
	Iteration 53Q: 3 clusters Score -4666873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4666871.500000 Penalty: 5249.465820
	Iteration 54Q: 3 clusters Score -4666872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4666876.000000 Penalty: 5249.465820
	Iteration 55Q: 3 clusters Score -4666876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4666875.000000 Penalty: 5249.465820
	Iteration 56Q: 3 clusters Score -4666875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4666876.500000 Penalty: 5249.465820
	Iteration 57Q: 3 clusters Score -4666876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4666880.500000 Penalty: 5249.465820
	Iteration 58Q: 3 clusters Score -4666880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4666877.500000 Penalty: 5249.465820
	Iteration 59Q: 3 clusters Score -4666878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4666875.000000 Penalty: 5249.465820
	Iteration 60F: 3 clusters Score -4666875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4666877.500000 Penalty: 5249.465820
	Iteration 61Q: 3 clusters Score -4666878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4666873.000000 Penalty: 5249.465820
	Iteration 62Q: 3 clusters Score -4666873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4666870.500000 Penalty: 5249.465820
	Iteration 63Q: 3 clusters Score -4666870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4666876.000000 Penalty: 5249.465820
	Iteration 64Q: 3 clusters Score -4666876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4666876.000000 Penalty: 5249.465820
	Iteration 65Q: 3 clusters Score -4666876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4666879.500000 Penalty: 5249.465820
	Iteration 66Q: 3 clusters Score -4666880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4666874.000000 Penalty: 5249.465820
	Iteration 67Q: 3 clusters Score -4666874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4666876.500000 Penalty: 5249.465820
	Iteration 68Q: 3 clusters Score -4666876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4666878.500000 Penalty: 5249.465820
	Iteration 69Q: 3 clusters Score -4666878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -4666879.000000 Penalty: 5249.465820
	Iteration 70Q: 3 clusters Score -4666879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4666882.000000 Penalty: 5249.465820
	Iteration 71Q: 3 clusters Score -4666882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4666886.500000 Penalty: 5249.465820
	Iteration 72Q: 3 clusters Score -4666886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4666883.500000 Penalty: 5249.465820
	Iteration 73Q: 3 clusters Score -4666884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4666882.500000 Penalty: 5249.465820
	Iteration 74Q: 3 clusters Score -4666882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4666882.000000 Penalty: 5249.465820
	Iteration 75Q: 3 clusters Score -4666882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4666885.500000 Penalty: 5249.465820
	Iteration 76Q: 3 clusters Score -4666886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4666888.500000 Penalty: 5249.465820
	Iteration 77Q: 3 clusters Score -4666888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4666886.500000 Penalty: 5249.465820
	Iteration 78Q: 3 clusters Score -4666886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4666889.500000 Penalty: 5249.465820
	Iteration 79Q: 3 clusters Score -4666890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4666886.000000 Penalty: 5249.465820
	Iteration 80F: 3 clusters Score -4666886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4666881.500000 Penalty: 5249.465820
	Iteration 81Q: 3 clusters Score -4666882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4666885.500000 Penalty: 5249.465820
	Iteration 82Q: 3 clusters Score -4666886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4666885.500000 Penalty: 5249.465820
	Iteration 83F: 3 clusters Score -4666886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -267949.875000 Penalty: 1932.502563
	Iteration 0F: 2 clusters Score -267949.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -265086.906250 Penalty: 3865.005127
	Iteration 0F: 3 clusters Score -265086.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -265683.125000 Penalty: 3865.005127
	Iteration 1F: 3 clusters Score -265683.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -265877.250000 Penalty: 3865.005127
	Iteration 2F: 3 clusters Score -265877.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266094.968750 Penalty: 3865.005127
	Iteration 3Q: 3 clusters Score -266095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266394.406250 Penalty: 3865.005127
	Iteration 4F: 3 clusters Score -266394.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266776.343750 Penalty: 3865.005127
	Iteration 5F: 3 clusters Score -266776.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -267090.281250 Penalty: 3865.005127
	Iteration 6F: 3 clusters Score -267090.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -267319.343750 Penalty: 3865.005127
	Iteration 7F: 3 clusters Score -267319.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -267446.062500 Penalty: 3865.005127
	Iteration 8Q: 3 clusters Score -267446.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -267506.406250 Penalty: 3865.005127
	Iteration 9Q: 3 clusters Score -267506.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -267536.343750 Penalty: 3865.005127
	Iteration 10Q: 3 clusters Score -267536.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -267549.812500 Penalty: 3865.005127
	Iteration 11Q: 3 clusters Score -267549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -267557.031250 Penalty: 3865.005127
	Iteration 12Q: 3 clusters Score -267557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -267564.687500 Penalty: 3865.005127
	Iteration 13Q: 3 clusters Score -267564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -267568.125000 Penalty: 3865.005127
	Iteration 14Q: 3 clusters Score -267568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -267570.843750 Penalty: 3865.005127
	Iteration 15Q: 3 clusters Score -267570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -267573.562500 Penalty: 3865.005127
	Iteration 16Q: 3 clusters Score -267573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -267573.562500 Penalty: 3865.005127
	Iteration 17F: 3 clusters Score -267573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Entering Unmasked Estep 
Score: -2302965.250000 Penalty: 2453.847656
	Iteration 0F: 2 clusters Score -2302965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2289010.500000 Penalty: 4907.695312
	Iteration 0F: 3 clusters Score -2289010 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2293574.500000 Penalty: 4907.695312
	Iteration 1F: 3 clusters Score -2293574 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2293986.250000 Penalty: 4907.695312
	Iteration 2F: 3 clusters Score -2293986 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2294366.000000 Penalty: 4907.695312
	Iteration 3Q: 3 clusters Score -2294366 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2294749.750000 Penalty: 4907.695312
	Iteration 4Q: 3 clusters Score -2294750 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2295173.000000 Penalty: 4907.695312
	Iteration 5Q: 3 clusters Score -2295173 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2295687.500000 Penalty: 4907.695312
	Iteration 6Q: 3 clusters Score -2295688 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2296330.500000 Penalty: 4907.695312
	Iteration 7F: 3 clusters Score -2296330 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2297056.000000 Penalty: 4907.695312
	Iteration 8F: 3 clusters Score -2297056 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2297842.750000 Penalty: 4907.695312
	Iteration 9F: 3 clusters Score -2297843 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2298646.750000 Penalty: 4907.695312
	Iteration 10F: 3 clusters Score -2298647 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2299451.000000 Penalty: 4907.695312
	Iteration 11Q: 3 clusters Score -2299451 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2300239.000000 Penalty: 4907.695312
	Iteration 12Q: 3 clusters Score -2300239 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2300879.250000 Penalty: 4907.695312
	Iteration 13Q: 3 clusters Score -2300879 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2301365.000000 Penalty: 4907.695312
	Iteration 14Q: 3 clusters Score -2301365 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2301756.250000 Penalty: 4907.695312
	Iteration 15Q: 3 clusters Score -2301756 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2302071.750000 Penalty: 4907.695312
	Iteration 16Q: 3 clusters Score -2302072 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2302323.500000 Penalty: 4907.695312
	Iteration 17Q: 3 clusters Score -2302324 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2302461.750000 Penalty: 4907.695312
	Iteration 18Q: 3 clusters Score -2302462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2302563.750000 Penalty: 4907.695312
	Iteration 19Q: 3 clusters Score -2302564 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2302643.250000 Penalty: 4907.695312
	Iteration 20F: 3 clusters Score -2302643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2302700.250000 Penalty: 4907.695312
	Iteration 21Q: 3 clusters Score -2302700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2302734.000000 Penalty: 4907.695312
	Iteration 22Q: 3 clusters Score -2302734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2302762.500000 Penalty: 4907.695312
	Iteration 23Q: 3 clusters Score -2302762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2302775.000000 Penalty: 4907.695312
	Iteration 24Q: 3 clusters Score -2302775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2302790.500000 Penalty: 4907.695312
	Iteration 25Q: 3 clusters Score -2302790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2302795.250000 Penalty: 4907.695312
	Iteration 26Q: 3 clusters Score -2302795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2302799.750000 Penalty: 4907.695312
	Iteration 27Q: 3 clusters Score -2302800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2302800.250000 Penalty: 4907.695312
	Iteration 28Q: 3 clusters Score -2302800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2302799.500000 Penalty: 4907.695312
	Iteration 29Q: 3 clusters Score -2302800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2302797.250000 Penalty: 4907.695312
	Iteration 30Q: 3 clusters Score -2302797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2302797.750000 Penalty: 4907.695312
	Iteration 31Q: 3 clusters Score -2302798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2302800.500000 Penalty: 4907.695312
	Iteration 32Q: 3 clusters Score -2302800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2302800.500000 Penalty: 4907.695312
	Iteration 33F: 3 clusters Score -2302800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -97304.656250 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -97304.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95450.945312 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -95450.95 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95714.945312 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -95714.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95783.890625 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -95783.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95811.906250 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -95811.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95825.179688 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -95825.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95836.359375 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -95836.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95846.625000 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -95846.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95851.125000 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -95851.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95859.515625 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -95859.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95862.679688 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -95862.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95863.671875 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -95863.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95866.351562 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -95866.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95866.351562 Penalty: 3349.125977
	Iteration 12F: 3 clusters Score -95866.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Entering Unmasked Estep 
Score: -1419304.125000 Penalty: 2348.294189
	Iteration 0F: 2 clusters Score -1419304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1409783.500000 Penalty: 4696.588379
	Iteration 0F: 3 clusters Score -1409784 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1412655.750000 Penalty: 4696.588379
	Iteration 1F: 3 clusters Score -1412656 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1413016.125000 Penalty: 4696.588379
	Iteration 2F: 3 clusters Score -1413016 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1413335.875000 Penalty: 4696.588379
	Iteration 3F: 3 clusters Score -1413336 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1413635.875000 Penalty: 4696.588379
	Iteration 4Q: 3 clusters Score -1413636 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1413907.500000 Penalty: 4696.588379
	Iteration 5Q: 3 clusters Score -1413908 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1414170.250000 Penalty: 4696.588379
	Iteration 6Q: 3 clusters Score -1414170 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1414482.625000 Penalty: 4696.588379
	Iteration 7Q: 3 clusters Score -1414483 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1414806.125000 Penalty: 4696.588379
	Iteration 8Q: 3 clusters Score -1414806 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1415138.625000 Penalty: 4696.588379
	Iteration 9Q: 3 clusters Score -1415139 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1415464.500000 Penalty: 4696.588379
	Iteration 10Q: 3 clusters Score -1415464 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1415772.000000 Penalty: 4696.588379
	Iteration 11Q: 3 clusters Score -1415772 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1415997.875000 Penalty: 4696.588379
	Iteration 12Q: 3 clusters Score -1415998 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1416178.750000 Penalty: 4696.588379
	Iteration 13Q: 3 clusters Score -1416179 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1416307.375000 Penalty: 4696.588379
	Iteration 14Q: 3 clusters Score -1416307 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1416391.625000 Penalty: 4696.588379
	Iteration 15Q: 3 clusters Score -1416392 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1416462.875000 Penalty: 4696.588379
	Iteration 16Q: 3 clusters Score -1416463 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1416526.250000 Penalty: 4696.588379
	Iteration 17Q: 3 clusters Score -1416526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1416576.125000 Penalty: 4696.588379
	Iteration 18Q: 3 clusters Score -1416576 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1416618.125000 Penalty: 4696.588379
	Iteration 19Q: 3 clusters Score -1416618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1416650.125000 Penalty: 4696.588379
	Iteration 20F: 3 clusters Score -1416650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1416676.750000 Penalty: 4696.588379
	Iteration 21Q: 3 clusters Score -1416677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1416707.125000 Penalty: 4696.588379
	Iteration 22Q: 3 clusters Score -1416707 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1416733.875000 Penalty: 4696.588379
	Iteration 23Q: 3 clusters Score -1416734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1416761.625000 Penalty: 4696.588379
	Iteration 24Q: 3 clusters Score -1416762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1416786.625000 Penalty: 4696.588379
	Iteration 25Q: 3 clusters Score -1416787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1416810.375000 Penalty: 4696.588379
	Iteration 26Q: 3 clusters Score -1416810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1416831.375000 Penalty: 4696.588379
	Iteration 27Q: 3 clusters Score -1416831 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1416852.625000 Penalty: 4696.588379
	Iteration 28Q: 3 clusters Score -1416853 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1416877.500000 Penalty: 4696.588379
	Iteration 29Q: 3 clusters Score -1416878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1416903.125000 Penalty: 4696.588379
	Iteration 30Q: 3 clusters Score -1416903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1416939.875000 Penalty: 4696.588379
	Iteration 31Q: 3 clusters Score -1416940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1416966.000000 Penalty: 4696.588379
	Iteration 32Q: 3 clusters Score -1416966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1417007.750000 Penalty: 4696.588379
	Iteration 33Q: 3 clusters Score -1417008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1417041.750000 Penalty: 4696.588379
	Iteration 34Q: 3 clusters Score -1417042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1417068.000000 Penalty: 4696.588379
	Iteration 35Q: 3 clusters Score -1417068 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1417094.000000 Penalty: 4696.588379
	Iteration 36Q: 3 clusters Score -1417094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1417117.625000 Penalty: 4696.588379
	Iteration 37Q: 3 clusters Score -1417118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1417144.625000 Penalty: 4696.588379
	Iteration 38Q: 3 clusters Score -1417145 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1417170.500000 Penalty: 4696.588379
	Iteration 39Q: 3 clusters Score -1417170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1417195.250000 Penalty: 4696.588379
	Iteration 40F: 3 clusters Score -1417195 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1417210.125000 Penalty: 4696.588379
	Iteration 41Q: 3 clusters Score -1417210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1417230.000000 Penalty: 4696.588379
	Iteration 42Q: 3 clusters Score -1417230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1417247.000000 Penalty: 4696.588379
	Iteration 43Q: 3 clusters Score -1417247 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1417270.375000 Penalty: 4696.588379
	Iteration 44Q: 3 clusters Score -1417270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1417287.375000 Penalty: 4696.588379
	Iteration 45Q: 3 clusters Score -1417287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1417312.875000 Penalty: 4696.588379
	Iteration 46Q: 3 clusters Score -1417313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1417337.125000 Penalty: 4696.588379
	Iteration 47Q: 3 clusters Score -1417337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1417352.375000 Penalty: 4696.588379
	Iteration 48Q: 3 clusters Score -1417352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1417377.500000 Penalty: 4696.588379
	Iteration 49Q: 3 clusters Score -1417378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1417407.125000 Penalty: 4696.588379
	Iteration 50Q: 3 clusters Score -1417407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1417434.250000 Penalty: 4696.588379
	Iteration 51Q: 3 clusters Score -1417434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1417457.375000 Penalty: 4696.588379
	Iteration 52Q: 3 clusters Score -1417457 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1417486.625000 Penalty: 4696.588379
	Iteration 53Q: 3 clusters Score -1417487 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1417519.375000 Penalty: 4696.588379
	Iteration 54Q: 3 clusters Score -1417519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1417552.125000 Penalty: 4696.588379
	Iteration 55Q: 3 clusters Score -1417552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1417585.625000 Penalty: 4696.588379
	Iteration 56Q: 3 clusters Score -1417586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1417604.375000 Penalty: 4696.588379
	Iteration 57Q: 3 clusters Score -1417604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1417628.750000 Penalty: 4696.588379
	Iteration 58Q: 3 clusters Score -1417629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1417655.375000 Penalty: 4696.588379
	Iteration 59Q: 3 clusters Score -1417655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1417678.125000 Penalty: 4696.588379
	Iteration 60F: 3 clusters Score -1417678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1417692.750000 Penalty: 4696.588379
	Iteration 61Q: 3 clusters Score -1417693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1417706.375000 Penalty: 4696.588379
	Iteration 62Q: 3 clusters Score -1417706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1417730.750000 Penalty: 4696.588379
	Iteration 63Q: 3 clusters Score -1417731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1417749.250000 Penalty: 4696.588379
	Iteration 64Q: 3 clusters Score -1417749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1417762.250000 Penalty: 4696.588379
	Iteration 65Q: 3 clusters Score -1417762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1417770.125000 Penalty: 4696.588379
	Iteration 66Q: 3 clusters Score -1417770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1417786.000000 Penalty: 4696.588379
	Iteration 67Q: 3 clusters Score -1417786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1417792.125000 Penalty: 4696.588379
	Iteration 68Q: 3 clusters Score -1417792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1417797.500000 Penalty: 4696.588379
	Iteration 69Q: 3 clusters Score -1417798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1417802.750000 Penalty: 4696.588379
	Iteration 70Q: 3 clusters Score -1417803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1417810.250000 Penalty: 4696.588379
	Iteration 71Q: 3 clusters Score -1417810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1417814.125000 Penalty: 4696.588379
	Iteration 72Q: 3 clusters Score -1417814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1417822.250000 Penalty: 4696.588379
	Iteration 73Q: 3 clusters Score -1417822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1417824.000000 Penalty: 4696.588379
	Iteration 74Q: 3 clusters Score -1417824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1417826.125000 Penalty: 4696.588379
	Iteration 75Q: 3 clusters Score -1417826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1417829.375000 Penalty: 4696.588379
	Iteration 76Q: 3 clusters Score -1417829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1417833.500000 Penalty: 4696.588379
	Iteration 77Q: 3 clusters Score -1417834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1417838.000000 Penalty: 4696.588379
	Iteration 78Q: 3 clusters Score -1417838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1417840.750000 Penalty: 4696.588379
	Iteration 79Q: 3 clusters Score -1417841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1417843.000000 Penalty: 4696.588379
	Iteration 80F: 3 clusters Score -1417843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1417852.875000 Penalty: 4696.588379
	Iteration 81Q: 3 clusters Score -1417853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1417852.250000 Penalty: 4696.588379
	Iteration 82Q: 3 clusters Score -1417852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1417859.125000 Penalty: 4696.588379
	Iteration 83Q: 3 clusters Score -1417859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1417857.375000 Penalty: 4696.588379
	Iteration 84Q: 3 clusters Score -1417857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1417865.500000 Penalty: 4696.588379
	Iteration 85Q: 3 clusters Score -1417866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1417874.500000 Penalty: 4696.588379
	Iteration 86Q: 3 clusters Score -1417874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1417869.250000 Penalty: 4696.588379
	Iteration 87Q: 3 clusters Score -1417869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1417870.750000 Penalty: 4696.588379
	Iteration 88Q: 3 clusters Score -1417871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1417874.375000 Penalty: 4696.588379
	Iteration 89Q: 3 clusters Score -1417874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1417875.500000 Penalty: 4696.588379
	Iteration 90Q: 3 clusters Score -1417876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1417873.750000 Penalty: 4696.588379
	Iteration 91Q: 3 clusters Score -1417874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1417874.875000 Penalty: 4696.588379
	Iteration 92Q: 3 clusters Score -1417875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1417876.750000 Penalty: 4696.588379
	Iteration 93Q: 3 clusters Score -1417877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1417878.250000 Penalty: 4696.588379
	Iteration 94Q: 3 clusters Score -1417878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1417876.125000 Penalty: 4696.588379
	Iteration 95Q: 3 clusters Score -1417876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1417879.000000 Penalty: 4696.588379
	Iteration 96Q: 3 clusters Score -1417879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1417878.375000 Penalty: 4696.588379
	Iteration 97Q: 3 clusters Score -1417878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1417879.875000 Penalty: 4696.588379
	Iteration 98Q: 3 clusters Score -1417880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1417882.000000 Penalty: 4696.588379
	Iteration 99Q: 3 clusters Score -1417882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1417882.000000 Penalty: 4696.588379
	Iteration 100F: 3 clusters Score -1417882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -95148.789062 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -95148.79 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 509 members 
Entering Unmasked Estep 
Score: -93218.390625 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -93218.39 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93659.625000 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -93659.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93881.617188 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -93881.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93987.046875 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -93987.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94133.906250 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -94133.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94331.265625 Penalty: 3417.742188
	Iteration 5F: 3 clusters Score -94331.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94533.656250 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -94533.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94793.710938 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -94793.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95320.562500 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -95320.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95732.460938 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -95732.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95828.468750 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -95828.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95915.796875 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -95915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96067.460938 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -96067.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96129.250000 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -96129.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96184.171875 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -96184.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96273.414062 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -96273.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -96457.218750 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -96457.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96580.382812 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -96580.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96632.921875 Penalty: 3417.742188
	Iteration 18Q: 3 clusters Score -96632.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96657.101562 Penalty: 3417.742188
	Iteration 19Q: 3 clusters Score -96657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96662.046875 Penalty: 3417.742188
	Iteration 20F: 3 clusters Score -96662.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96663.960938 Penalty: 3417.742188
	Iteration 21Q: 3 clusters Score -96663.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96663.960938 Penalty: 3417.742188
	Iteration 22F: 3 clusters Score -96663.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222685 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 57832 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 79885 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 202120 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 195706 members 
Mstep: Class 12 contains 56031 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 171836 members 
Mstep: Class 16 contains 308026 members 
Mstep: Class 17 contains 79330 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39482 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19822 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 519 members 
Entering Unmasked Estep 
Score: -183973744.000000 Penalty: 102790.210938
Splitting cluster 26 changes total score from -183971904.000000 to -183973744.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -129382.546875 Penalty: 1784.963989
	Iteration 0F: 2 clusters Score -129382.5 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 666 members 
Entering Unmasked Estep 
Score: -127346.687500 Penalty: 3569.927979
	Iteration 0F: 3 clusters Score -127346.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128338.296875 Penalty: 3569.927979
	Iteration 1F: 3 clusters Score -128338.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128953.070312 Penalty: 3569.927979
	Iteration 2F: 3 clusters Score -128953.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129509.890625 Penalty: 3569.927979
	Iteration 3F: 3 clusters Score -129509.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -129963.156250 Penalty: 3569.927979
	Iteration 4F: 3 clusters Score -129963.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130499.000000 Penalty: 3569.927979
	Iteration 5F: 3 clusters Score -130499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -131061.539062 Penalty: 3569.927979
	Iteration 6Q: 3 clusters Score -131061.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -131264.187500 Penalty: 3569.927979
	Iteration 7Q: 3 clusters Score -131264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -131473.562500 Penalty: 3569.927979
	Iteration 8Q: 3 clusters Score -131473.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -131810.984375 Penalty: 3569.927979
	Iteration 9Q: 3 clusters Score -131811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -132057.343750 Penalty: 3569.927979
	Iteration 10Q: 3 clusters Score -132057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -132090.390625 Penalty: 3569.927979
	Iteration 11Q: 3 clusters Score -132090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132125.703125 Penalty: 3569.927979
	Iteration 12Q: 3 clusters Score -132125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132125.703125 Penalty: 3569.927979
	Iteration 13F: 3 clusters Score -132125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222685 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 57832 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 79885 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 202120 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 195706 members 
Mstep: Class 12 contains 56031 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 171836 members 
Mstep: Class 16 contains 308026 members 
Mstep: Class 17 contains 79330 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39482 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19822 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 519 members 
Mstep: Class 30 contains 884 members 
Entering Unmasked Estep 
Score: -183974624.000000 Penalty: 106334.703125
Splitting cluster 27 changes total score from -183971904.000000 to -183974624.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -83762.523438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -83762.52 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 374 members 
Entering Unmasked Estep 
Score: -81983.335938 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -81983.34 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82235.546875 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -82235.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82300.140625 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -82300.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82331.250000 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -82331.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82348.281250 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -82348.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82365.578125 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -82365.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82374.437500 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -82374.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82374.437500 Penalty: 3297.253418
	Iteration 7F: 3 clusters Score -82374.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222685 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7761 members 
Mstep: Class 4 contains 57832 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 79885 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 202120 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 12 contains 56031 members 
Mstep: Class 13 contains 84013 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 171836 members 
Mstep: Class 16 contains 308026 members 
Mstep: Class 17 contains 79330 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39482 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 19822 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 464 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183977360.000000 Penalty: 106334.703125
Iteration 119Q: 31 clusters Score -1.839774e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223456 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7762 members 
Mstep: Class 4 contains 57935 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 79866 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 202911 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 190794 members 
Mstep: Class 12 contains 56158 members 
Mstep: Class 13 contains 84042 members 
Mstep: Class 14 contains 11639 members 
Mstep: Class 15 contains 172387 members 
Mstep: Class 16 contains 308765 members 
Mstep: Class 17 contains 79454 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 30289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39625 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19949 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12992 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 518 members 
Mstep: Class 30 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979296.000000 Penalty: 106334.703125
Iteration 120F: 31 clusters Score -1.839793e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223714 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 57851 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 79799 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 203139 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 191400 members 
Mstep: Class 12 contains 55811 members 
Mstep: Class 13 contains 83988 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 171981 members 
Mstep: Class 16 contains 308200 members 
Mstep: Class 17 contains 79252 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 30181 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39623 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19857 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12963 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 523 members 
Mstep: Class 30 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980992.000000 Penalty: 106334.703125
Iteration 121Q: 31 clusters Score -1.83981e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223836 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 57789 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 79731 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 203364 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 191634 members 
Mstep: Class 12 contains 55523 members 
Mstep: Class 13 contains 83947 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 171580 members 
Mstep: Class 16 contains 308048 members 
Mstep: Class 17 contains 79044 members 
Mstep: Class 18 contains 12475 members 
Mstep: Class 19 contains 30090 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 39633 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19775 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12941 members 
Mstep: Class 26 contains 463 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 525 members 
Mstep: Class 30 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183982640.000000 Penalty: 106334.703125
Iteration 122Q: 31 clusters Score -1.839826e+08 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223877 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 57705 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 79671 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 203545 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 191805 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 83921 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 171159 members 
Mstep: Class 16 contains 307994 members 
Mstep: Class 17 contains 78855 members 
Mstep: Class 18 contains 13383 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 39609 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19731 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12943 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 770 members 
Mstep: Class 29 contains 525 members 
Mstep: Class 30 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983408.000000 Penalty: 106334.703125
Iteration 123Q: 31 clusters Score -1.839834e+08 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223947 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 4 contains 57646 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 79596 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 203751 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 191883 members 
Mstep: Class 12 contains 55098 members 
Mstep: Class 13 contains 83909 members 
Mstep: Class 14 contains 11220 members 
Mstep: Class 15 contains 170751 members 
Mstep: Class 16 contains 307877 members 
Mstep: Class 17 contains 78679 members 
Mstep: Class 18 contains 14245 members 
Mstep: Class 19 contains 29899 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 39611 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19711 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12939 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 526 members 
Mstep: Class 30 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984384.000000 Penalty: 106334.703125
Iteration 124Q: 31 clusters Score -1.839844e+08 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223998 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 57585 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 79505 members 
Mstep: Class 7 contains 3826 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 203977 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 191880 members 
Mstep: Class 12 contains 54925 members 
Mstep: Class 13 contains 83894 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 170360 members 
Mstep: Class 16 contains 307799 members 
Mstep: Class 17 contains 78554 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 29838 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 39621 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19666 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12945 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985760.000000 Penalty: 106334.703125
Iteration 125Q: 31 clusters Score -1.839858e+08 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224026 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 57554 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 79435 members 
Mstep: Class 7 contains 3814 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 204144 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 191898 members 
Mstep: Class 12 contains 54763 members 
Mstep: Class 13 contains 83869 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 169959 members 
Mstep: Class 16 contains 307844 members 
Mstep: Class 17 contains 78415 members 
Mstep: Class 18 contains 15747 members 
Mstep: Class 19 contains 29790 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 39643 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19633 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12944 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183986768.000000 Penalty: 106334.703125
Iteration 126Q: 31 clusters Score -1.839868e+08 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224024 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 57500 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 79364 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 204304 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 191929 members 
Mstep: Class 12 contains 54619 members 
Mstep: Class 13 contains 83859 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 169561 members 
Mstep: Class 16 contains 307923 members 
Mstep: Class 17 contains 78268 members 
Mstep: Class 18 contains 16379 members 
Mstep: Class 19 contains 29725 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39674 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19613 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12956 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987376.000000 Penalty: 106334.703125
Iteration 127Q: 31 clusters Score -1.839874e+08 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224006 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 57465 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 79278 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 204471 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 191973 members 
Mstep: Class 12 contains 54493 members 
Mstep: Class 13 contains 83843 members 
Mstep: Class 14 contains 11073 members 
Mstep: Class 15 contains 169214 members 
Mstep: Class 16 contains 307996 members 
Mstep: Class 17 contains 78134 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 29686 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 39711 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19589 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12954 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 771 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987968.000000 Penalty: 106334.703125
Iteration 128Q: 31 clusters Score -1.83988e+08 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224022 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 57448 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 79191 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 204612 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192013 members 
Mstep: Class 12 contains 54399 members 
Mstep: Class 13 contains 83829 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 168911 members 
Mstep: Class 16 contains 307991 members 
Mstep: Class 17 contains 78026 members 
Mstep: Class 18 contains 17377 members 
Mstep: Class 19 contains 29682 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 39740 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19556 members 
Mstep: Class 24 contains 861 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988272.000000 Penalty: 106334.703125
Iteration 129Q: 31 clusters Score -1.839883e+08 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224018 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 57429 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 79105 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 204754 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192069 members 
Mstep: Class 12 contains 54311 members 
Mstep: Class 13 contains 83827 members 
Mstep: Class 14 contains 11013 members 
Mstep: Class 15 contains 168563 members 
Mstep: Class 16 contains 308065 members 
Mstep: Class 17 contains 77960 members 
Mstep: Class 18 contains 17807 members 
Mstep: Class 19 contains 29675 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39743 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19522 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 12940 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988208.000000 Penalty: 106334.703125
Iteration 130Q: 31 clusters Score -1.839882e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 224017 members 
Mstep: Class 2 contains 4173 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 57420 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 79020 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 204928 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192091 members 
Mstep: Class 12 contains 54244 members 
Mstep: Class 13 contains 83824 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 168207 members 
Mstep: Class 16 contains 308116 members 
Mstep: Class 17 contains 77865 members 
Mstep: Class 18 contains 18191 members 
Mstep: Class 19 contains 29665 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 39793 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19505 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 12942 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988192.000000 Penalty: 106334.703125
Iteration 131Q: 31 clusters Score -1.839882e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223986 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 57422 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 78933 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 205092 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192159 members 
Mstep: Class 12 contains 54185 members 
Mstep: Class 13 contains 83813 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 167902 members 
Mstep: Class 16 contains 308133 members 
Mstep: Class 17 contains 77793 members 
Mstep: Class 18 contains 18534 members 
Mstep: Class 19 contains 29655 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 39832 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19484 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 12942 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988704.000000 Penalty: 106334.703125
Iteration 132Q: 31 clusters Score -1.839887e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223951 members 
Mstep: Class 2 contains 4173 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 57429 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 78856 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 205253 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192260 members 
Mstep: Class 12 contains 54130 members 
Mstep: Class 13 contains 83799 members 
Mstep: Class 14 contains 10928 members 
Mstep: Class 15 contains 167665 members 
Mstep: Class 16 contains 308066 members 
Mstep: Class 17 contains 77705 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 29656 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 39896 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19472 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 12937 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 772 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988432.000000 Penalty: 106334.703125
Iteration 133Q: 31 clusters Score -1.839884e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223931 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 57448 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 78771 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 205404 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192318 members 
Mstep: Class 12 contains 54082 members 
Mstep: Class 13 contains 83787 members 
Mstep: Class 14 contains 10903 members 
Mstep: Class 15 contains 167446 members 
Mstep: Class 16 contains 308035 members 
Mstep: Class 17 contains 77625 members 
Mstep: Class 18 contains 19077 members 
Mstep: Class 19 contains 29648 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 39947 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19471 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 12935 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988176.000000 Penalty: 106334.703125
Iteration 134Q: 31 clusters Score -1.839882e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223879 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 57455 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 78709 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 205625 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192387 members 
Mstep: Class 12 contains 54023 members 
Mstep: Class 13 contains 83778 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 167235 members 
Mstep: Class 16 contains 307959 members 
Mstep: Class 17 contains 77554 members 
Mstep: Class 18 contains 19293 members 
Mstep: Class 19 contains 29639 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40004 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19463 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 12933 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988128.000000 Penalty: 106334.703125
Iteration 135Q: 31 clusters Score -1.839881e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223798 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 57462 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 78651 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 205871 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192512 members 
Mstep: Class 12 contains 53966 members 
Mstep: Class 13 contains 83760 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 166967 members 
Mstep: Class 16 contains 307911 members 
Mstep: Class 17 contains 77498 members 
Mstep: Class 18 contains 19496 members 
Mstep: Class 19 contains 29635 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40044 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19458 members 
Mstep: Class 24 contains 862 members 
Mstep: Class 25 contains 12925 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988816.000000 Penalty: 106334.703125
Iteration 136Q: 31 clusters Score -1.839888e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223696 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 57453 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 78613 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 206119 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192621 members 
Mstep: Class 12 contains 53904 members 
Mstep: Class 13 contains 83751 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 166731 members 
Mstep: Class 16 contains 307906 members 
Mstep: Class 17 contains 77426 members 
Mstep: Class 18 contains 19679 members 
Mstep: Class 19 contains 29637 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40057 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12920 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988704.000000 Penalty: 106334.703125
Iteration 137Q: 31 clusters Score -1.839887e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223566 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 57464 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 78569 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 206336 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192647 members 
Mstep: Class 12 contains 53852 members 
Mstep: Class 13 contains 83735 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 166560 members 
Mstep: Class 16 contains 307940 members 
Mstep: Class 17 contains 77359 members 
Mstep: Class 18 contains 19842 members 
Mstep: Class 19 contains 29637 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40080 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19469 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12925 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989088.000000 Penalty: 106334.703125
Iteration 138Q: 31 clusters Score -1.839891e+08 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223458 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 57457 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 78525 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 206533 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192731 members 
Mstep: Class 12 contains 53824 members 
Mstep: Class 13 contains 83720 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 166374 members 
Mstep: Class 16 contains 307965 members 
Mstep: Class 17 contains 77289 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 29625 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40115 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19473 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12930 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989136.000000 Penalty: 106334.703125
Iteration 139Q: 31 clusters Score -1.839891e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223366 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 57467 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 78476 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 206702 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192825 members 
Mstep: Class 12 contains 53792 members 
Mstep: Class 13 contains 83712 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 166127 members 
Mstep: Class 16 contains 308046 members 
Mstep: Class 17 contains 77246 members 
Mstep: Class 18 contains 20075 members 
Mstep: Class 19 contains 29605 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40151 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19481 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12932 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989408.000000 Penalty: 106334.703125
Iteration 140F: 31 clusters Score -1.839894e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223306 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 7768 members 
Mstep: Class 4 contains 57470 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 78428 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 206852 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 192969 members 
Mstep: Class 12 contains 53773 members 
Mstep: Class 13 contains 83711 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 165892 members 
Mstep: Class 16 contains 308028 members 
Mstep: Class 17 contains 77214 members 
Mstep: Class 18 contains 20172 members 
Mstep: Class 19 contains 29591 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40179 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19493 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12933 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989552.000000 Penalty: 106334.703125
Iteration 141Q: 31 clusters Score -1.839896e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223232 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 57476 members 
Mstep: Class 5 contains 3973 members 
Mstep: Class 6 contains 78386 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 207020 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193085 members 
Mstep: Class 12 contains 53759 members 
Mstep: Class 13 contains 83707 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 165656 members 
Mstep: Class 16 contains 308020 members 
Mstep: Class 17 contains 77202 members 
Mstep: Class 18 contains 20254 members 
Mstep: Class 19 contains 29576 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40213 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19487 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12939 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989184.000000 Penalty: 106334.703125
Iteration 142Q: 31 clusters Score -1.839892e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223169 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 57469 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 78344 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 207168 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193206 members 
Mstep: Class 12 contains 53732 members 
Mstep: Class 13 contains 83707 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 165497 members 
Mstep: Class 16 contains 308004 members 
Mstep: Class 17 contains 77185 members 
Mstep: Class 18 contains 20336 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19481 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12923 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989632.000000 Penalty: 106334.703125
Iteration 143Q: 31 clusters Score -1.839896e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223104 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 57484 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 78297 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 207299 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193352 members 
Mstep: Class 12 contains 53697 members 
Mstep: Class 13 contains 83707 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 165326 members 
Mstep: Class 16 contains 307972 members 
Mstep: Class 17 contains 77183 members 
Mstep: Class 18 contains 20404 members 
Mstep: Class 19 contains 29561 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40235 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19475 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12923 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989424.000000 Penalty: 106334.703125
Iteration 144Q: 31 clusters Score -1.839894e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 223022 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 57506 members 
Mstep: Class 5 contains 3970 members 
Mstep: Class 6 contains 78253 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 207416 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193514 members 
Mstep: Class 12 contains 53682 members 
Mstep: Class 13 contains 83703 members 
Mstep: Class 14 contains 10854 members 
Mstep: Class 15 contains 165134 members 
Mstep: Class 16 contains 307983 members 
Mstep: Class 17 contains 77170 members 
Mstep: Class 18 contains 20449 members 
Mstep: Class 19 contains 29557 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40239 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19472 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12918 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989504.000000 Penalty: 106334.703125
Iteration 145Q: 31 clusters Score -1.839895e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222950 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 57504 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 78214 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 207529 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193652 members 
Mstep: Class 12 contains 53664 members 
Mstep: Class 13 contains 83703 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 164980 members 
Mstep: Class 16 contains 307939 members 
Mstep: Class 17 contains 77169 members 
Mstep: Class 18 contains 20518 members 
Mstep: Class 19 contains 29554 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40249 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19474 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12914 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989776.000000 Penalty: 106334.703125
Iteration 146Q: 31 clusters Score -1.839898e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222873 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7767 members 
Mstep: Class 4 contains 57501 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 78172 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 207623 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193774 members 
Mstep: Class 12 contains 53631 members 
Mstep: Class 13 contains 83704 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 164830 members 
Mstep: Class 16 contains 307959 members 
Mstep: Class 17 contains 77175 members 
Mstep: Class 18 contains 20566 members 
Mstep: Class 19 contains 29554 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40258 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19473 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12913 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 773 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989792.000000 Penalty: 106334.703125
Iteration 147Q: 31 clusters Score -1.839898e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222806 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 57506 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 78141 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 207737 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 193899 members 
Mstep: Class 12 contains 53607 members 
Mstep: Class 13 contains 83706 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 164662 members 
Mstep: Class 16 contains 307983 members 
Mstep: Class 17 contains 77178 members 
Mstep: Class 18 contains 20601 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40267 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19469 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12904 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 774 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 31 clusters Score -1.839902e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222736 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 57512 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 78105 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 207874 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194014 members 
Mstep: Class 12 contains 53589 members 
Mstep: Class 13 contains 83701 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 164523 members 
Mstep: Class 16 contains 307954 members 
Mstep: Class 17 contains 77197 members 
Mstep: Class 18 contains 20646 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40263 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19462 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12895 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
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Iteration 149Q: 31 clusters Score -1.839897e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222678 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 57529 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 78069 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 207987 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194074 members 
Mstep: Class 12 contains 53578 members 
Mstep: Class 13 contains 83703 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 164417 members 
Mstep: Class 16 contains 307944 members 
Mstep: Class 17 contains 77206 members 
Mstep: Class 18 contains 20689 members 
Mstep: Class 19 contains 29538 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40269 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19451 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12876 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
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Iteration 150Q: 31 clusters Score -1.839898e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222616 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 57524 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 78041 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208091 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194105 members 
Mstep: Class 12 contains 53558 members 
Mstep: Class 13 contains 83701 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 164324 members 
Mstep: Class 16 contains 307971 members 
Mstep: Class 17 contains 77208 members 
Mstep: Class 18 contains 20724 members 
Mstep: Class 19 contains 29537 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40283 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19449 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12868 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989744.000000 Penalty: 106334.703125
Iteration 151Q: 31 clusters Score -1.839897e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222606 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 57532 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 78006 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208186 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194137 members 
Mstep: Class 12 contains 53535 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 164252 members 
Mstep: Class 16 contains 307943 members 
Mstep: Class 17 contains 77204 members 
Mstep: Class 18 contains 20773 members 
Mstep: Class 19 contains 29528 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40299 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19442 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989344.000000 Penalty: 106334.703125
Iteration 152Q: 31 clusters Score -1.839893e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222568 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 57536 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77983 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208288 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194179 members 
Mstep: Class 12 contains 53519 members 
Mstep: Class 13 contains 83701 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 164159 members 
Mstep: Class 16 contains 307924 members 
Mstep: Class 17 contains 77199 members 
Mstep: Class 18 contains 20820 members 
Mstep: Class 19 contains 29521 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40304 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19439 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12853 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989040.000000 Penalty: 106334.703125
Iteration 153Q: 31 clusters Score -1.83989e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222477 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7762 members 
Mstep: Class 4 contains 57550 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77969 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208409 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194240 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83703 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 164078 members 
Mstep: Class 16 contains 307866 members 
Mstep: Class 17 contains 77209 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 29522 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40312 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19435 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12850 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989200.000000 Penalty: 106334.703125
Iteration 154Q: 31 clusters Score -1.839892e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222428 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 57561 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 77943 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208506 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194311 members 
Mstep: Class 12 contains 53509 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 164000 members 
Mstep: Class 16 contains 307816 members 
Mstep: Class 17 contains 77211 members 
Mstep: Class 18 contains 20902 members 
Mstep: Class 19 contains 29516 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40320 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19434 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12847 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989248.000000 Penalty: 106334.703125
Iteration 155Q: 31 clusters Score -1.839892e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222387 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57558 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 77931 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208557 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194398 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83700 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 163960 members 
Mstep: Class 16 contains 307753 members 
Mstep: Class 17 contains 77212 members 
Mstep: Class 18 contains 20926 members 
Mstep: Class 19 contains 29508 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 40329 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19436 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12851 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989056.000000 Penalty: 106334.703125
Iteration 156Q: 31 clusters Score -1.839891e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222323 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57558 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 77909 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208615 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194479 members 
Mstep: Class 12 contains 53494 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 163926 members 
Mstep: Class 16 contains 307718 members 
Mstep: Class 17 contains 77201 members 
Mstep: Class 18 contains 20957 members 
Mstep: Class 19 contains 29493 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40344 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19436 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12854 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988896.000000 Penalty: 106334.703125
Iteration 157Q: 31 clusters Score -1.839889e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222263 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57559 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 77884 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208669 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194533 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 163908 members 
Mstep: Class 16 contains 307688 members 
Mstep: Class 17 contains 77193 members 
Mstep: Class 18 contains 20987 members 
Mstep: Class 19 contains 29490 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40354 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12854 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988720.000000 Penalty: 106334.703125
Iteration 158Q: 31 clusters Score -1.839887e+08 nChanged 947
Entering ConstructFrom: 
Score: -183988720.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (222180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222180 members 
Entering Unmasked Estep 
Score: -25986006.000000 Penalty: 3053.188232
	Iteration 0F: 2 clusters Score -2.598601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 111292 members 
Entering Unmasked Estep 
Score: -25837910.000000 Penalty: 6106.376465
	Iteration 0F: 3 clusters Score -2.583791e+07 nChanged 107062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 115902 members 
Entering Unmasked Estep 
Score: -25901298.000000 Penalty: 6106.376465
	Iteration 1F: 3 clusters Score -2.59013e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -25902574.000000 Penalty: 6106.376465
	Iteration 2Q: 3 clusters Score -2.590257e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -25904826.000000 Penalty: 6106.376465
	Iteration 3Q: 3 clusters Score -2.590483e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 127848 members 
Entering Unmasked Estep 
Score: -25908114.000000 Penalty: 6106.376465
	Iteration 4Q: 3 clusters Score -2.590811e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 135748 members 
Entering Unmasked Estep 
Score: -25913322.000000 Penalty: 6106.376465
	Iteration 5Q: 3 clusters Score -2.591332e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -25921844.000000 Penalty: 6106.376465
	Iteration 6F: 3 clusters Score -2.592184e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -25932996.000000 Penalty: 6106.376465
	Iteration 7F: 3 clusters Score -2.5933e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 169836 members 
Entering Unmasked Estep 
Score: -25945406.000000 Penalty: 6106.376465
	Iteration 8F: 3 clusters Score -2.594541e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -25955494.000000 Penalty: 6106.376465
	Iteration 9F: 3 clusters Score -2.595549e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
Score: -25962820.000000 Penalty: 6106.376465
	Iteration 10Q: 3 clusters Score -2.596282e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 189454 members 
Entering Unmasked Estep 
Score: -25966850.000000 Penalty: 6106.376465
	Iteration 11Q: 3 clusters Score -2.596685e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 192679 members 
Entering Unmasked Estep 
Score: -25969204.000000 Penalty: 6106.376465
	Iteration 12Q: 3 clusters Score -2.59692e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -25970640.000000 Penalty: 6106.376465
	Iteration 13Q: 3 clusters Score -2.597064e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 198167 members 
Entering Unmasked Estep 
Score: -25972010.000000 Penalty: 6106.376465
	Iteration 14Q: 3 clusters Score -2.597201e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 200642 members 
Entering Unmasked Estep 
Score: -25973214.000000 Penalty: 6106.376465
	Iteration 15Q: 3 clusters Score -2.597321e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 203015 members 
Entering Unmasked Estep 
Score: -25974268.000000 Penalty: 6106.376465
	Iteration 16Q: 3 clusters Score -2.597427e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 205202 members 
Entering Unmasked Estep 
Score: -25975292.000000 Penalty: 6106.376465
	Iteration 17Q: 3 clusters Score -2.597529e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 207232 members 
Entering Unmasked Estep 
Score: -25976370.000000 Penalty: 6106.376465
	Iteration 18Q: 3 clusters Score -2.597637e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 209120 members 
Entering Unmasked Estep 
Score: -25977350.000000 Penalty: 6106.376465
	Iteration 19Q: 3 clusters Score -2.597735e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 210833 members 
Entering Unmasked Estep 
Score: -25978290.000000 Penalty: 6106.376465
	Iteration 20F: 3 clusters Score -2.597829e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 212437 members 
Entering Unmasked Estep 
Score: -25979120.000000 Penalty: 6106.376465
	Iteration 21Q: 3 clusters Score -2.597912e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 213836 members 
Entering Unmasked Estep 
Score: -25979770.000000 Penalty: 6106.376465
	Iteration 22Q: 3 clusters Score -2.597977e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -25980376.000000 Penalty: 6106.376465
	Iteration 23Q: 3 clusters Score -2.598038e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 216100 members 
Entering Unmasked Estep 
Score: -25980898.000000 Penalty: 6106.376465
	Iteration 24Q: 3 clusters Score -2.59809e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 216935 members 
Entering Unmasked Estep 
Score: -25981292.000000 Penalty: 6106.376465
	Iteration 25Q: 3 clusters Score -2.598129e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 217632 members 
Entering Unmasked Estep 
Score: -25981668.000000 Penalty: 6106.376465
	Iteration 26Q: 3 clusters Score -2.598167e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 218194 members 
Entering Unmasked Estep 
Score: -25981934.000000 Penalty: 6106.376465
	Iteration 27Q: 3 clusters Score -2.598193e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 218636 members 
Entering Unmasked Estep 
Score: -25982168.000000 Penalty: 6106.376465
	Iteration 28Q: 3 clusters Score -2.598217e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 219052 members 
Entering Unmasked Estep 
Score: -25982400.000000 Penalty: 6106.376465
	Iteration 29Q: 3 clusters Score -2.59824e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 219363 members 
Entering Unmasked Estep 
Score: -25982544.000000 Penalty: 6106.376465
	Iteration 30Q: 3 clusters Score -2.598254e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 219642 members 
Entering Unmasked Estep 
Score: -25982728.000000 Penalty: 6106.376465
	Iteration 31Q: 3 clusters Score -2.598273e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -25982822.000000 Penalty: 6106.376465
	Iteration 32Q: 3 clusters Score -2.598282e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 220035 members 
Entering Unmasked Estep 
Score: -25982900.000000 Penalty: 6106.376465
	Iteration 33Q: 3 clusters Score -2.59829e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 220184 members 
Entering Unmasked Estep 
Score: -25982984.000000 Penalty: 6106.376465
	Iteration 34Q: 3 clusters Score -2.598298e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 220305 members 
Entering Unmasked Estep 
Score: -25983092.000000 Penalty: 6106.376465
	Iteration 35Q: 3 clusters Score -2.598309e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 220408 members 
Entering Unmasked Estep 
Score: -25983180.000000 Penalty: 6106.376465
	Iteration 36Q: 3 clusters Score -2.598318e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 220495 members 
Entering Unmasked Estep 
Score: -25983158.000000 Penalty: 6106.376465
	Iteration 37Q: 3 clusters Score -2.598316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 220550 members 
Entering Unmasked Estep 
Score: -25983210.000000 Penalty: 6106.376465
	Iteration 38Q: 3 clusters Score -2.598321e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 220602 members 
Entering Unmasked Estep 
Score: -25983264.000000 Penalty: 6106.376465
	Iteration 39Q: 3 clusters Score -2.598326e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 220644 members 
Entering Unmasked Estep 
Score: -25983310.000000 Penalty: 6106.376465
	Iteration 40F: 3 clusters Score -2.598331e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 220679 members 
Entering Unmasked Estep 
Score: -25983330.000000 Penalty: 6106.376465
	Iteration 41Q: 3 clusters Score -2.598333e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 220720 members 
Entering Unmasked Estep 
Score: -25983334.000000 Penalty: 6106.376465
	Iteration 42Q: 3 clusters Score -2.598333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 220753 members 
Entering Unmasked Estep 
Score: -25983352.000000 Penalty: 6106.376465
	Iteration 43Q: 3 clusters Score -2.598335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 220775 members 
Entering Unmasked Estep 
Score: -25983364.000000 Penalty: 6106.376465
	Iteration 44Q: 3 clusters Score -2.598336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 220796 members 
Entering Unmasked Estep 
Score: -25983366.000000 Penalty: 6106.376465
	Iteration 45Q: 3 clusters Score -2.598337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 220809 members 
Entering Unmasked Estep 
Score: -25983388.000000 Penalty: 6106.376465
	Iteration 46Q: 3 clusters Score -2.598339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 220822 members 
Entering Unmasked Estep 
Score: -25983416.000000 Penalty: 6106.376465
	Iteration 47Q: 3 clusters Score -2.598342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 220832 members 
Entering Unmasked Estep 
Score: -25983392.000000 Penalty: 6106.376465
	Iteration 48Q: 3 clusters Score -2.598339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 220841 members 
Entering Unmasked Estep 
Score: -25983402.000000 Penalty: 6106.376465
	Iteration 49Q: 3 clusters Score -2.59834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 220848 members 
Entering Unmasked Estep 
Score: -25983416.000000 Penalty: 6106.376465
	Iteration 50Q: 3 clusters Score -2.598342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 220861 members 
Entering Unmasked Estep 
Score: -25983418.000000 Penalty: 6106.376465
	Iteration 51Q: 3 clusters Score -2.598342e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 220870 members 
Entering Unmasked Estep 
Score: -25983428.000000 Penalty: 6106.376465
	Iteration 52Q: 3 clusters Score -2.598343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 220889 members 
Entering Unmasked Estep 
Score: -25983406.000000 Penalty: 6106.376465
	Iteration 53Q: 3 clusters Score -2.598341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 220904 members 
Entering Unmasked Estep 
Score: -25983430.000000 Penalty: 6106.376465
	Iteration 54Q: 3 clusters Score -2.598343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 220915 members 
Entering Unmasked Estep 
Score: -25983430.000000 Penalty: 6106.376465
	Iteration 55Q: 3 clusters Score -2.598343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 220924 members 
Entering Unmasked Estep 
Score: -25983432.000000 Penalty: 6106.376465
	Iteration 56Q: 3 clusters Score -2.598343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 220932 members 
Entering Unmasked Estep 
Score: -25983450.000000 Penalty: 6106.376465
	Iteration 57Q: 3 clusters Score -2.598345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 220935 members 
Entering Unmasked Estep 
Score: -25983448.000000 Penalty: 6106.376465
	Iteration 58Q: 3 clusters Score -2.598345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 220943 members 
Entering Unmasked Estep 
Score: -25983450.000000 Penalty: 6106.376465
	Iteration 59Q: 3 clusters Score -2.598345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 220946 members 
Entering Unmasked Estep 
Score: -25983476.000000 Penalty: 6106.376465
	Iteration 60F: 3 clusters Score -2.598348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 220955 members 
Entering Unmasked Estep 
Score: -25983482.000000 Penalty: 6106.376465
	Iteration 61Q: 3 clusters Score -2.598348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 220960 members 
Entering Unmasked Estep 
Score: -25983496.000000 Penalty: 6106.376465
	Iteration 62Q: 3 clusters Score -2.59835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 220965 members 
Entering Unmasked Estep 
Score: -25983506.000000 Penalty: 6106.376465
	Iteration 63Q: 3 clusters Score -2.598351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 220969 members 
Entering Unmasked Estep 
Score: -25983522.000000 Penalty: 6106.376465
	Iteration 64Q: 3 clusters Score -2.598352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 220971 members 
Entering Unmasked Estep 
Score: -25983528.000000 Penalty: 6106.376465
	Iteration 65Q: 3 clusters Score -2.598353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -25983536.000000 Penalty: 6106.376465
	Iteration 66Q: 3 clusters Score -2.598354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -25983532.000000 Penalty: 6106.376465
	Iteration 67Q: 3 clusters Score -2.598353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -25983526.000000 Penalty: 6106.376465
	Iteration 68Q: 3 clusters Score -2.598353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -25983526.000000 Penalty: 6106.376465
	Iteration 69Q: 3 clusters Score -2.598353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -25983514.000000 Penalty: 6106.376465
	Iteration 70Q: 3 clusters Score -2.598351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 220974 members 
Entering Unmasked Estep 
Score: -25983526.000000 Penalty: 6106.376465
	Iteration 71Q: 3 clusters Score -2.598353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 220974 members 
Entering Unmasked Estep 
Score: -25983526.000000 Penalty: 6106.376465
	Iteration 72F: 3 clusters Score -2.598353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Entering Unmasked Estep 
Score: -456362.250000 Penalty: 2068.374023
	Iteration 0F: 2 clusters Score -456362.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -452292.875000 Penalty: 4136.748047
	Iteration 0F: 3 clusters Score -452292.9 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -453239.812500 Penalty: 4136.748047
	Iteration 1F: 3 clusters Score -453239.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -453520.562500 Penalty: 4136.748047
	Iteration 2F: 3 clusters Score -453520.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -453766.093750 Penalty: 4136.748047
	Iteration 3F: 3 clusters Score -453766.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -454056.625000 Penalty: 4136.748047
	Iteration 4F: 3 clusters Score -454056.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -454328.187500 Penalty: 4136.748047
	Iteration 5F: 3 clusters Score -454328.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -454569.781250 Penalty: 4136.748047
	Iteration 6F: 3 clusters Score -454569.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -454765.437500 Penalty: 4136.748047
	Iteration 7Q: 3 clusters Score -454765.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -454896.750000 Penalty: 4136.748047
	Iteration 8Q: 3 clusters Score -454896.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -454986.218750 Penalty: 4136.748047
	Iteration 9Q: 3 clusters Score -454986.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -455055.281250 Penalty: 4136.748047
	Iteration 10Q: 3 clusters Score -455055.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -455100.468750 Penalty: 4136.748047
	Iteration 11Q: 3 clusters Score -455100.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -455146.718750 Penalty: 4136.748047
	Iteration 12Q: 3 clusters Score -455146.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -455173.687500 Penalty: 4136.748047
	Iteration 13Q: 3 clusters Score -455173.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -455200.656250 Penalty: 4136.748047
	Iteration 14Q: 3 clusters Score -455200.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -455224.968750 Penalty: 4136.748047
	Iteration 15Q: 3 clusters Score -455225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -455249.375000 Penalty: 4136.748047
	Iteration 16Q: 3 clusters Score -455249.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -455266.781250 Penalty: 4136.748047
	Iteration 17Q: 3 clusters Score -455266.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -455286.625000 Penalty: 4136.748047
	Iteration 18Q: 3 clusters Score -455286.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -455303.062500 Penalty: 4136.748047
	Iteration 19Q: 3 clusters Score -455303.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -455319.906250 Penalty: 4136.748047
	Iteration 20F: 3 clusters Score -455319.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -455336.718750 Penalty: 4136.748047
	Iteration 21Q: 3 clusters Score -455336.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -455353.812500 Penalty: 4136.748047
	Iteration 22Q: 3 clusters Score -455353.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -455369.687500 Penalty: 4136.748047
	Iteration 23Q: 3 clusters Score -455369.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -455378.250000 Penalty: 4136.748047
	Iteration 24Q: 3 clusters Score -455378.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -455384.562500 Penalty: 4136.748047
	Iteration 25Q: 3 clusters Score -455384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -455386.031250 Penalty: 4136.748047
	Iteration 26Q: 3 clusters Score -455386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -455388.562500 Penalty: 4136.748047
	Iteration 27Q: 3 clusters Score -455388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -455390.093750 Penalty: 4136.748047
	Iteration 28Q: 3 clusters Score -455390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -455391.656250 Penalty: 4136.748047
	Iteration 29Q: 3 clusters Score -455391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -455394.968750 Penalty: 4136.748047
	Iteration 30Q: 3 clusters Score -455395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -455395.625000 Penalty: 4136.748047
	Iteration 31Q: 3 clusters Score -455395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -455396.937500 Penalty: 4136.748047
	Iteration 32Q: 3 clusters Score -455396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -455397.593750 Penalty: 4136.748047
	Iteration 33Q: 3 clusters Score -455397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -455398.718750 Penalty: 4136.748047
	Iteration 34Q: 3 clusters Score -455398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -455399.843750 Penalty: 4136.748047
	Iteration 35Q: 3 clusters Score -455399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -455399.843750 Penalty: 4136.748047
	Iteration 36F: 3 clusters Score -455399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -859878.250000 Penalty: 2221.239014
	Iteration 0F: 2 clusters Score -859878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -853601.312500 Penalty: 4442.478027
	Iteration 0F: 3 clusters Score -853601.3 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -855353.750000 Penalty: 4442.478027
	Iteration 1F: 3 clusters Score -855353.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -855695.000000 Penalty: 4442.478027
	Iteration 2F: 3 clusters Score -855695 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -856075.875000 Penalty: 4442.478027
	Iteration 3F: 3 clusters Score -856075.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -856496.500000 Penalty: 4442.478027
	Iteration 4F: 3 clusters Score -856496.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -856885.750000 Penalty: 4442.478027
	Iteration 5F: 3 clusters Score -856885.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -857261.750000 Penalty: 4442.478027
	Iteration 6F: 3 clusters Score -857261.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -857625.250000 Penalty: 4442.478027
	Iteration 7F: 3 clusters Score -857625.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -857968.250000 Penalty: 4442.478027
	Iteration 8F: 3 clusters Score -857968.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -858222.312500 Penalty: 4442.478027
	Iteration 9Q: 3 clusters Score -858222.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -858378.625000 Penalty: 4442.478027
	Iteration 10Q: 3 clusters Score -858378.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -858455.500000 Penalty: 4442.478027
	Iteration 11Q: 3 clusters Score -858455.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -858508.687500 Penalty: 4442.478027
	Iteration 12Q: 3 clusters Score -858508.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -858550.562500 Penalty: 4442.478027
	Iteration 13Q: 3 clusters Score -858550.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -858591.437500 Penalty: 4442.478027
	Iteration 14Q: 3 clusters Score -858591.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -858626.437500 Penalty: 4442.478027
	Iteration 15Q: 3 clusters Score -858626.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -858657.500000 Penalty: 4442.478027
	Iteration 16Q: 3 clusters Score -858657.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -858681.750000 Penalty: 4442.478027
	Iteration 17Q: 3 clusters Score -858681.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -858700.062500 Penalty: 4442.478027
	Iteration 18Q: 3 clusters Score -858700.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -858716.562500 Penalty: 4442.478027
	Iteration 19Q: 3 clusters Score -858716.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -858727.937500 Penalty: 4442.478027
	Iteration 20F: 3 clusters Score -858727.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -858734.812500 Penalty: 4442.478027
	Iteration 21Q: 3 clusters Score -858734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -858739.375000 Penalty: 4442.478027
	Iteration 22Q: 3 clusters Score -858739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -858740.750000 Penalty: 4442.478027
	Iteration 23Q: 3 clusters Score -858740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -858744.437500 Penalty: 4442.478027
	Iteration 24Q: 3 clusters Score -858744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -858748.875000 Penalty: 4442.478027
	Iteration 25Q: 3 clusters Score -858748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -858752.375000 Penalty: 4442.478027
	Iteration 26Q: 3 clusters Score -858752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -858754.937500 Penalty: 4442.478027
	Iteration 27Q: 3 clusters Score -858754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -858755.875000 Penalty: 4442.478027
	Iteration 28Q: 3 clusters Score -858755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -858759.812500 Penalty: 4442.478027
	Iteration 29Q: 3 clusters Score -858759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -858762.812500 Penalty: 4442.478027
	Iteration 30Q: 3 clusters Score -858762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -858764.000000 Penalty: 4442.478027
	Iteration 31Q: 3 clusters Score -858764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -858768.937500 Penalty: 4442.478027
	Iteration 32Q: 3 clusters Score -858768.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -858772.062500 Penalty: 4442.478027
	Iteration 33Q: 3 clusters Score -858772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -858773.687500 Penalty: 4442.478027
	Iteration 34Q: 3 clusters Score -858773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -858777.062500 Penalty: 4442.478027
	Iteration 35Q: 3 clusters Score -858777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -858778.187500 Penalty: 4442.478027
	Iteration 36Q: 3 clusters Score -858778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -858778.125000 Penalty: 4442.478027
	Iteration 37Q: 3 clusters Score -858778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -858780.000000 Penalty: 4442.478027
	Iteration 38Q: 3 clusters Score -858780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -858781.000000 Penalty: 4442.478027
	Iteration 39Q: 3 clusters Score -858781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -858781.687500 Penalty: 4442.478027
	Iteration 40F: 3 clusters Score -858781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -858782.562500 Penalty: 4442.478027
	Iteration 41Q: 3 clusters Score -858782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -858784.812500 Penalty: 4442.478027
	Iteration 42Q: 3 clusters Score -858784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -858785.437500 Penalty: 4442.478027
	Iteration 43Q: 3 clusters Score -858785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -858788.750000 Penalty: 4442.478027
	Iteration 44Q: 3 clusters Score -858788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -858788.937500 Penalty: 4442.478027
	Iteration 45Q: 3 clusters Score -858788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -858787.875000 Penalty: 4442.478027
	Iteration 46Q: 3 clusters Score -858787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -858791.750000 Penalty: 4442.478027
	Iteration 47Q: 3 clusters Score -858791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -858792.125000 Penalty: 4442.478027
	Iteration 48Q: 3 clusters Score -858792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -858791.000000 Penalty: 4442.478027
	Iteration 49Q: 3 clusters Score -858791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -858792.312500 Penalty: 4442.478027
	Iteration 50Q: 3 clusters Score -858792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -858793.250000 Penalty: 4442.478027
	Iteration 51Q: 3 clusters Score -858793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -858793.625000 Penalty: 4442.478027
	Iteration 52Q: 3 clusters Score -858793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -858793.625000 Penalty: 4442.478027
	Iteration 53F: 3 clusters Score -858793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Entering Unmasked Estep 
Score: -6831219.500000 Penalty: 2718.181396
	Iteration 0F: 2 clusters Score -6831220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6792661.000000 Penalty: 5436.362793
	Iteration 0F: 3 clusters Score -6792661 nChanged 26762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -6807450.500000 Penalty: 5436.362793
	Iteration 1F: 3 clusters Score -6807450 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -6808151.000000 Penalty: 5436.362793
	Iteration 2Q: 3 clusters Score -6808151 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6808863.000000 Penalty: 5436.362793
	Iteration 3Q: 3 clusters Score -6808863 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6809710.500000 Penalty: 5436.362793
	Iteration 4Q: 3 clusters Score -6809710 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6810774.500000 Penalty: 5436.362793
	Iteration 5Q: 3 clusters Score -6810774 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -6812117.500000 Penalty: 5436.362793
	Iteration 6Q: 3 clusters Score -6812118 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -6813810.500000 Penalty: 5436.362793
	Iteration 7F: 3 clusters Score -6813810 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -6816265.500000 Penalty: 5436.362793
	Iteration 8F: 3 clusters Score -6816266 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6819237.000000 Penalty: 5436.362793
	Iteration 9F: 3 clusters Score -6819237 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -6821806.500000 Penalty: 5436.362793
	Iteration 10F: 3 clusters Score -6821806 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -6823189.500000 Penalty: 5436.362793
	Iteration 11Q: 3 clusters Score -6823190 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -6823810.500000 Penalty: 5436.362793
	Iteration 12Q: 3 clusters Score -6823810 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -6824144.000000 Penalty: 5436.362793
	Iteration 13Q: 3 clusters Score -6824144 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -6824452.500000 Penalty: 5436.362793
	Iteration 14Q: 3 clusters Score -6824452 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -6824745.000000 Penalty: 5436.362793
	Iteration 15Q: 3 clusters Score -6824745 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -6824955.500000 Penalty: 5436.362793
	Iteration 16Q: 3 clusters Score -6824956 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -6825172.000000 Penalty: 5436.362793
	Iteration 17Q: 3 clusters Score -6825172 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -6825384.500000 Penalty: 5436.362793
	Iteration 18Q: 3 clusters Score -6825384 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6825569.500000 Penalty: 5436.362793
	Iteration 19Q: 3 clusters Score -6825570 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6825743.500000 Penalty: 5436.362793
	Iteration 20F: 3 clusters Score -6825744 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -6825972.500000 Penalty: 5436.362793
	Iteration 21Q: 3 clusters Score -6825972 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -6826139.500000 Penalty: 5436.362793
	Iteration 22Q: 3 clusters Score -6826140 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -6826351.000000 Penalty: 5436.362793
	Iteration 23Q: 3 clusters Score -6826351 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -6826599.000000 Penalty: 5436.362793
	Iteration 24Q: 3 clusters Score -6826599 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -6826770.000000 Penalty: 5436.362793
	Iteration 25Q: 3 clusters Score -6826770 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -6826961.000000 Penalty: 5436.362793
	Iteration 26Q: 3 clusters Score -6826961 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -6827196.500000 Penalty: 5436.362793
	Iteration 27Q: 3 clusters Score -6827196 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6827438.000000 Penalty: 5436.362793
	Iteration 28Q: 3 clusters Score -6827438 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6827672.000000 Penalty: 5436.362793
	Iteration 29Q: 3 clusters Score -6827672 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -6827878.000000 Penalty: 5436.362793
	Iteration 30Q: 3 clusters Score -6827878 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -6828041.500000 Penalty: 5436.362793
	Iteration 31Q: 3 clusters Score -6828042 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6828245.000000 Penalty: 5436.362793
	Iteration 32Q: 3 clusters Score -6828245 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -6828420.500000 Penalty: 5436.362793
	Iteration 33Q: 3 clusters Score -6828420 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6828572.000000 Penalty: 5436.362793
	Iteration 34Q: 3 clusters Score -6828572 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6828732.500000 Penalty: 5436.362793
	Iteration 35Q: 3 clusters Score -6828732 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6828868.500000 Penalty: 5436.362793
	Iteration 36Q: 3 clusters Score -6828868 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6829011.500000 Penalty: 5436.362793
	Iteration 37Q: 3 clusters Score -6829012 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6829113.500000 Penalty: 5436.362793
	Iteration 38Q: 3 clusters Score -6829114 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6829217.500000 Penalty: 5436.362793
	Iteration 39Q: 3 clusters Score -6829218 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6829300.000000 Penalty: 5436.362793
	Iteration 40F: 3 clusters Score -6829300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6829399.000000 Penalty: 5436.362793
	Iteration 41Q: 3 clusters Score -6829399 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6829462.500000 Penalty: 5436.362793
	Iteration 42Q: 3 clusters Score -6829462 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6829525.000000 Penalty: 5436.362793
	Iteration 43Q: 3 clusters Score -6829525 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6829565.000000 Penalty: 5436.362793
	Iteration 44Q: 3 clusters Score -6829565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6829599.500000 Penalty: 5436.362793
	Iteration 45Q: 3 clusters Score -6829600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6829629.500000 Penalty: 5436.362793
	Iteration 46Q: 3 clusters Score -6829630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6829651.500000 Penalty: 5436.362793
	Iteration 47Q: 3 clusters Score -6829652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6829654.000000 Penalty: 5436.362793
	Iteration 48Q: 3 clusters Score -6829654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6829677.500000 Penalty: 5436.362793
	Iteration 49Q: 3 clusters Score -6829678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6829693.000000 Penalty: 5436.362793
	Iteration 50Q: 3 clusters Score -6829693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6829687.500000 Penalty: 5436.362793
	Iteration 51Q: 3 clusters Score -6829688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6829694.500000 Penalty: 5436.362793
	Iteration 52Q: 3 clusters Score -6829694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6829702.500000 Penalty: 5436.362793
	Iteration 53Q: 3 clusters Score -6829702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6829712.000000 Penalty: 5436.362793
	Iteration 54Q: 3 clusters Score -6829712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6829705.500000 Penalty: 5436.362793
	Iteration 55Q: 3 clusters Score -6829706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6829709.000000 Penalty: 5436.362793
	Iteration 56Q: 3 clusters Score -6829709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6829704.500000 Penalty: 5436.362793
	Iteration 57Q: 3 clusters Score -6829704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6829710.000000 Penalty: 5436.362793
	Iteration 58Q: 3 clusters Score -6829710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6829707.500000 Penalty: 5436.362793
	Iteration 59Q: 3 clusters Score -6829708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6829712.500000 Penalty: 5436.362793
	Iteration 60F: 3 clusters Score -6829712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6829714.500000 Penalty: 5436.362793
	Iteration 61Q: 3 clusters Score -6829714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6829714.000000 Penalty: 5436.362793
	Iteration 62Q: 3 clusters Score -6829714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6829724.000000 Penalty: 5436.362793
	Iteration 63Q: 3 clusters Score -6829724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6829725.000000 Penalty: 5436.362793
	Iteration 64Q: 3 clusters Score -6829725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6829727.500000 Penalty: 5436.362793
	Iteration 65Q: 3 clusters Score -6829728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6829729.000000 Penalty: 5436.362793
	Iteration 66Q: 3 clusters Score -6829729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6829727.500000 Penalty: 5436.362793
	Iteration 67Q: 3 clusters Score -6829728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6829737.500000 Penalty: 5436.362793
	Iteration 68Q: 3 clusters Score -6829738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6829741.500000 Penalty: 5436.362793
	Iteration 69Q: 3 clusters Score -6829742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6829752.000000 Penalty: 5436.362793
	Iteration 70Q: 3 clusters Score -6829752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6829752.000000 Penalty: 5436.362793
	Iteration 71Q: 3 clusters Score -6829752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6829743.000000 Penalty: 5436.362793
	Iteration 72Q: 3 clusters Score -6829743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6829757.500000 Penalty: 5436.362793
	Iteration 73Q: 3 clusters Score -6829758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6829750.000000 Penalty: 5436.362793
	Iteration 74Q: 3 clusters Score -6829750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6829748.500000 Penalty: 5436.362793
	Iteration 75Q: 3 clusters Score -6829748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6829748.000000 Penalty: 5436.362793
	Iteration 76Q: 3 clusters Score -6829748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6829746.500000 Penalty: 5436.362793
	Iteration 77Q: 3 clusters Score -6829746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6829746.500000 Penalty: 5436.362793
	Iteration 78F: 3 clusters Score -6829746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -432986.437500 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -432986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -429109.218750 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -429109.2 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -430109.375000 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -430109.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430485.031250 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -430485 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -430973.750000 Penalty: 4109.364258
	Iteration 3F: 3 clusters Score -430973.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -431585.000000 Penalty: 4109.364258
	Iteration 4F: 3 clusters Score -431585 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -432102.812500 Penalty: 4109.364258
	Iteration 5F: 3 clusters Score -432102.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -432433.968750 Penalty: 4109.364258
	Iteration 6F: 3 clusters Score -432434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -432704.062500 Penalty: 4109.364258
	Iteration 7F: 3 clusters Score -432704.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -432876.062500 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -432876.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -432967.250000 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -432967.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -433011.000000 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -433011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -433027.625000 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -433027.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -433034.500000 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -433034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -433036.875000 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -433036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -433041.625000 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -433041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -433044.906250 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -433044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -433045.937500 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -433045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -433048.343750 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -433048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -433049.656250 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -433049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -433049.781250 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -433049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -433050.843750 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -433050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -433051.375000 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -433051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -433052.000000 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -433052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -433052.000000 Penalty: 4109.364258
	Iteration 23F: 3 clusters Score -433052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222180 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57550 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 77864 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208734 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194588 members 
Mstep: Class 12 contains 53476 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 163905 members 
Mstep: Class 16 contains 307657 members 
Mstep: Class 17 contains 77205 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 29492 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40363 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 845 members 
Entering Unmasked Estep 
Score: -183986432.000000 Penalty: 109879.187500
Splitting cluster 5 changes total score from -183988720.000000 to -183986432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Entering Unmasked Estep 
Score: -8871451.000000 Penalty: 2793.154297
	Iteration 0F: 2 clusters Score -8871451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -8819224.000000 Penalty: 5586.308594
	Iteration 0F: 3 clusters Score -8819224 nChanged 36718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -8839778.000000 Penalty: 5586.308594
	Iteration 1F: 3 clusters Score -8839778 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -8840218.000000 Penalty: 5586.308594
	Iteration 2Q: 3 clusters Score -8840218 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -8840614.000000 Penalty: 5586.308594
	Iteration 3Q: 3 clusters Score -8840614 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -8841071.000000 Penalty: 5586.308594
	Iteration 4Q: 3 clusters Score -8841071 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8841496.000000 Penalty: 5586.308594
	Iteration 5Q: 3 clusters Score -8841496 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -8842064.000000 Penalty: 5586.308594
	Iteration 6Q: 3 clusters Score -8842064 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -8842820.000000 Penalty: 5586.308594
	Iteration 7Q: 3 clusters Score -8842820 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -8843942.000000 Penalty: 5586.308594
	Iteration 8Q: 3 clusters Score -8843942 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -8845883.000000 Penalty: 5586.308594
	Iteration 9F: 3 clusters Score -8845883 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -8849117.000000 Penalty: 5586.308594
	Iteration 10F: 3 clusters Score -8849117 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -8853875.000000 Penalty: 5586.308594
	Iteration 11F: 3 clusters Score -8853875 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -8859405.000000 Penalty: 5586.308594
	Iteration 12F: 3 clusters Score -8859405 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8864132.000000 Penalty: 5586.308594
	Iteration 13F: 3 clusters Score -8864132 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8867047.000000 Penalty: 5586.308594
	Iteration 14Q: 3 clusters Score -8867047 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8868343.000000 Penalty: 5586.308594
	Iteration 15Q: 3 clusters Score -8868343 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8868759.000000 Penalty: 5586.308594
	Iteration 16Q: 3 clusters Score -8868759 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8868908.000000 Penalty: 5586.308594
	Iteration 17Q: 3 clusters Score -8868908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8868960.000000 Penalty: 5586.308594
	Iteration 18Q: 3 clusters Score -8868960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8868998.000000 Penalty: 5586.308594
	Iteration 19Q: 3 clusters Score -8868998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8869019.000000 Penalty: 5586.308594
	Iteration 20F: 3 clusters Score -8869019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8869035.000000 Penalty: 5586.308594
	Iteration 21Q: 3 clusters Score -8869035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8869035.000000 Penalty: 5586.308594
	Iteration 22Q: 3 clusters Score -8869035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8869035.000000 Penalty: 5586.308594
	Iteration 23Q: 3 clusters Score -8869035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8869036.000000 Penalty: 5586.308594
	Iteration 24Q: 3 clusters Score -8869036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8869038.000000 Penalty: 5586.308594
	Iteration 25Q: 3 clusters Score -8869038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8869042.000000 Penalty: 5586.308594
	Iteration 26Q: 3 clusters Score -8869042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8869042.000000 Penalty: 5586.308594
	Iteration 27F: 3 clusters Score -8869042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -423939.812500 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -423939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420137.843750 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -420137.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -420969.593750 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -420969.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -421154.562500 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -421154.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -421257.031250 Penalty: 4085.264648
	Iteration 3Q: 3 clusters Score -421257 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -421310.906250 Penalty: 4085.264648
	Iteration 4Q: 3 clusters Score -421310.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -421351.500000 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -421351.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -421383.281250 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -421383.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -421406.125000 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -421406.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -421424.593750 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -421424.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -421437.531250 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -421437.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -421447.093750 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -421447.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -421455.812500 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -421455.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -421464.312500 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -421464.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -421472.718750 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -421472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -421482.843750 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -421482.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -421491.250000 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -421491.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -421501.281250 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -421501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -421508.843750 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -421508.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -421516.031250 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -421516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -421523.593750 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -421523.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -421534.156250 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -421534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -421541.375000 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -421541.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -421548.843750 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -421548.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -421555.093750 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -421555.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -421560.218750 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -421560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -421566.531250 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -421566.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -421572.968750 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -421573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -421581.093750 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -421581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -421589.000000 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -421589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -421595.750000 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -421595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -421600.625000 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -421600.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -421607.250000 Penalty: 4085.264648
	Iteration 31Q: 3 clusters Score -421607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -421611.500000 Penalty: 4085.264648
	Iteration 32Q: 3 clusters Score -421611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -421614.437500 Penalty: 4085.264648
	Iteration 33Q: 3 clusters Score -421614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -421618.406250 Penalty: 4085.264648
	Iteration 34Q: 3 clusters Score -421618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -421622.031250 Penalty: 4085.264648
	Iteration 35Q: 3 clusters Score -421622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -421623.156250 Penalty: 4085.264648
	Iteration 36Q: 3 clusters Score -421623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -421624.250000 Penalty: 4085.264648
	Iteration 37Q: 3 clusters Score -421624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -421624.781250 Penalty: 4085.264648
	Iteration 38Q: 3 clusters Score -421624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -421625.062500 Penalty: 4085.264648
	Iteration 39Q: 3 clusters Score -421625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -421625.750000 Penalty: 4085.264648
	Iteration 40F: 3 clusters Score -421625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -421626.437500 Penalty: 4085.264648
	Iteration 41Q: 3 clusters Score -421626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -421626.406250 Penalty: 4085.264648
	Iteration 42Q: 3 clusters Score -421626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -421627.312500 Penalty: 4085.264648
	Iteration 43Q: 3 clusters Score -421627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -421627.312500 Penalty: 4085.264648
	Iteration 44F: 3 clusters Score -421627.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -171013.062500 Penalty: 1827.191772
	Iteration 0F: 2 clusters Score -171013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168754.031250 Penalty: 3654.383545
	Iteration 0F: 3 clusters Score -168754 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169506.937500 Penalty: 3654.383545
	Iteration 1F: 3 clusters Score -169506.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -170120.234375 Penalty: 3654.383545
	Iteration 2F: 3 clusters Score -170120.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170834.546875 Penalty: 3654.383545
	Iteration 3F: 3 clusters Score -170834.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171390.593750 Penalty: 3654.383545
	Iteration 4F: 3 clusters Score -171390.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -171732.140625 Penalty: 3654.383545
	Iteration 5F: 3 clusters Score -171732.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -171903.781250 Penalty: 3654.383545
	Iteration 6Q: 3 clusters Score -171903.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -171963.531250 Penalty: 3654.383545
	Iteration 7Q: 3 clusters Score -171963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -171984.046875 Penalty: 3654.383545
	Iteration 8Q: 3 clusters Score -171984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -171988.953125 Penalty: 3654.383545
	Iteration 9Q: 3 clusters Score -171989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -171988.953125 Penalty: 3654.383545
	Iteration 10F: 3 clusters Score -171989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222180 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57550 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77864 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 208734 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194588 members 
Mstep: Class 12 contains 53476 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 163905 members 
Mstep: Class 16 contains 307657 members 
Mstep: Class 17 contains 77205 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 29492 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40363 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 524 members 
Entering Unmasked Estep 
Score: -183988048.000000 Penalty: 109879.187500
Splitting cluster 8 changes total score from -183988720.000000 to -183988048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (208734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208734 members 
Entering Unmasked Estep 
Score: -24546846.000000 Penalty: 3037.706299
	Iteration 0F: 2 clusters Score -2.454685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -24410338.000000 Penalty: 6075.412598
	Iteration 0F: 3 clusters Score -2.441034e+07 nChanged 100279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -24469436.000000 Penalty: 6075.412598
	Iteration 1F: 3 clusters Score -2.446944e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112814 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -24470968.000000 Penalty: 6075.412598
	Iteration 2Q: 3 clusters Score -2.447097e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -24473128.000000 Penalty: 6075.412598
	Iteration 3Q: 3 clusters Score -2.447313e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -24476866.000000 Penalty: 6075.412598
	Iteration 4Q: 3 clusters Score -2.447687e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131593 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -24482646.000000 Penalty: 6075.412598
	Iteration 5Q: 3 clusters Score -2.448265e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -24491286.000000 Penalty: 6075.412598
	Iteration 6F: 3 clusters Score -2.449129e+07 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -24503374.000000 Penalty: 6075.412598
	Iteration 7F: 3 clusters Score -2.450337e+07 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -24516000.000000 Penalty: 6075.412598
	Iteration 8F: 3 clusters Score -2.4516e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184723 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -24527112.000000 Penalty: 6075.412598
	Iteration 9F: 3 clusters Score -2.452711e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194487 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -24534800.000000 Penalty: 6075.412598
	Iteration 10Q: 3 clusters Score -2.45348e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200697 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -24539470.000000 Penalty: 6075.412598
	Iteration 11Q: 3 clusters Score -2.453947e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204150 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -24541820.000000 Penalty: 6075.412598
	Iteration 12Q: 3 clusters Score -2.454182e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205969 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -24542948.000000 Penalty: 6075.412598
	Iteration 13Q: 3 clusters Score -2.454295e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206848 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -24543608.000000 Penalty: 6075.412598
	Iteration 14Q: 3 clusters Score -2.454361e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207340 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -24543846.000000 Penalty: 6075.412598
	Iteration 15Q: 3 clusters Score -2.454385e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207594 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24543974.000000 Penalty: 6075.412598
	Iteration 16Q: 3 clusters Score -2.454397e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207750 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -24544104.000000 Penalty: 6075.412598
	Iteration 17Q: 3 clusters Score -2.45441e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207849 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24544176.000000 Penalty: 6075.412598
	Iteration 18Q: 3 clusters Score -2.454418e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207921 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -24544238.000000 Penalty: 6075.412598
	Iteration 19Q: 3 clusters Score -2.454424e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207956 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -24544252.000000 Penalty: 6075.412598
	Iteration 20F: 3 clusters Score -2.454425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207978 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -24544308.000000 Penalty: 6075.412598
	Iteration 21Q: 3 clusters Score -2.454431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208005 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -24544282.000000 Penalty: 6075.412598
	Iteration 22Q: 3 clusters Score -2.454428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208030 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -24544316.000000 Penalty: 6075.412598
	Iteration 23Q: 3 clusters Score -2.454432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208057 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24544356.000000 Penalty: 6075.412598
	Iteration 24Q: 3 clusters Score -2.454436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208067 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -24544376.000000 Penalty: 6075.412598
	Iteration 25Q: 3 clusters Score -2.454438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208083 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -24544366.000000 Penalty: 6075.412598
	Iteration 26Q: 3 clusters Score -2.454437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208093 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -24544376.000000 Penalty: 6075.412598
	Iteration 27Q: 3 clusters Score -2.454438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208100 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -24544372.000000 Penalty: 6075.412598
	Iteration 28Q: 3 clusters Score -2.454437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208110 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -24544360.000000 Penalty: 6075.412598
	Iteration 29Q: 3 clusters Score -2.454436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208118 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24544356.000000 Penalty: 6075.412598
	Iteration 30Q: 3 clusters Score -2.454436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208125 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24544368.000000 Penalty: 6075.412598
	Iteration 31Q: 3 clusters Score -2.454437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208132 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -24544376.000000 Penalty: 6075.412598
	Iteration 32Q: 3 clusters Score -2.454438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208134 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -24544366.000000 Penalty: 6075.412598
	Iteration 33Q: 3 clusters Score -2.454437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208138 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -24544362.000000 Penalty: 6075.412598
	Iteration 34Q: 3 clusters Score -2.454436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208140 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -24544370.000000 Penalty: 6075.412598
	Iteration 35Q: 3 clusters Score -2.454437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208142 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -24544368.000000 Penalty: 6075.412598
	Iteration 36Q: 3 clusters Score -2.454437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208140 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -24544360.000000 Penalty: 6075.412598
	Iteration 37Q: 3 clusters Score -2.454436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208141 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -24544362.000000 Penalty: 6075.412598
	Iteration 38Q: 3 clusters Score -2.454436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208141 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -24544362.000000 Penalty: 6075.412598
	Iteration 39F: 3 clusters Score -2.454436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48223.742188 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -48223.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46744.558594 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -46744.56 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46941.800781 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -46941.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47014.593750 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -47014.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47060.179688 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -47060.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47089.097656 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -47089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47126.207031 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -47126.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47157.039062 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -47157.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47178.667969 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -47178.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47219.171875 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -47219.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47260.027344 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -47260.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47333.070312 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -47333.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47417.445312 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -47417.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47483.355469 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -47483.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47560.000000 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -47560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47579.074219 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -47579.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47614.414062 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -47614.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47647.226562 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -47647.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47665.777344 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -47665.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47685.972656 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -47685.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47702.359375 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -47702.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47719.308594 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -47719.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47726.542969 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -47726.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47726.542969 Penalty: 3083.436523
	Iteration 22F: 3 clusters Score -47726.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (194588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194588 members 
Entering Unmasked Estep 
Score: -22940694.000000 Penalty: 3020.302490
	Iteration 0F: 2 clusters Score -2.294069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -22812212.000000 Penalty: 6040.604980
	Iteration 0F: 3 clusters Score -2.281221e+07 nChanged 93824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -22867480.000000 Penalty: 6040.604980
	Iteration 1F: 3 clusters Score -2.286748e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -22868388.000000 Penalty: 6040.604980
	Iteration 2Q: 3 clusters Score -2.286839e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -22869512.000000 Penalty: 6040.604980
	Iteration 3Q: 3 clusters Score -2.286951e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -22871506.000000 Penalty: 6040.604980
	Iteration 4Q: 3 clusters Score -2.287151e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -22874744.000000 Penalty: 6040.604980
	Iteration 5Q: 3 clusters Score -2.287474e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122766 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -22879898.000000 Penalty: 6040.604980
	Iteration 6Q: 3 clusters Score -2.28799e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133697 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -22888226.000000 Penalty: 6040.604980
	Iteration 7F: 3 clusters Score -2.288823e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -22899446.000000 Penalty: 6040.604980
	Iteration 8F: 3 clusters Score -2.289945e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -22911292.000000 Penalty: 6040.604980
	Iteration 9F: 3 clusters Score -2.291129e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171320 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -22920582.000000 Penalty: 6040.604980
	Iteration 10F: 3 clusters Score -2.292058e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179335 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -22927314.000000 Penalty: 6040.604980
	Iteration 11Q: 3 clusters Score -2.292731e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -22931524.000000 Penalty: 6040.604980
	Iteration 12Q: 3 clusters Score -2.293152e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188252 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -22933990.000000 Penalty: 6040.604980
	Iteration 13Q: 3 clusters Score -2.293399e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190528 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -22935588.000000 Penalty: 6040.604980
	Iteration 14Q: 3 clusters Score -2.293559e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191863 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22936476.000000 Penalty: 6040.604980
	Iteration 15Q: 3 clusters Score -2.293648e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192649 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22937026.000000 Penalty: 6040.604980
	Iteration 16Q: 3 clusters Score -2.293703e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193126 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22937380.000000 Penalty: 6040.604980
	Iteration 17Q: 3 clusters Score -2.293738e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193398 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -22937610.000000 Penalty: 6040.604980
	Iteration 18Q: 3 clusters Score -2.293761e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193563 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22937732.000000 Penalty: 6040.604980
	Iteration 19Q: 3 clusters Score -2.293773e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193666 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22937822.000000 Penalty: 6040.604980
	Iteration 20F: 3 clusters Score -2.293782e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193739 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22937908.000000 Penalty: 6040.604980
	Iteration 21Q: 3 clusters Score -2.293791e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193799 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22937950.000000 Penalty: 6040.604980
	Iteration 22Q: 3 clusters Score -2.293795e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193841 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -22937982.000000 Penalty: 6040.604980
	Iteration 23Q: 3 clusters Score -2.293798e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193869 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -22938004.000000 Penalty: 6040.604980
	Iteration 24Q: 3 clusters Score -2.2938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -22938014.000000 Penalty: 6040.604980
	Iteration 25Q: 3 clusters Score -2.293801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193897 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22938022.000000 Penalty: 6040.604980
	Iteration 26Q: 3 clusters Score -2.293802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193902 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22938030.000000 Penalty: 6040.604980
	Iteration 27Q: 3 clusters Score -2.293803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193914 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22938038.000000 Penalty: 6040.604980
	Iteration 28Q: 3 clusters Score -2.293804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22938048.000000 Penalty: 6040.604980
	Iteration 29Q: 3 clusters Score -2.293805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193929 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22938048.000000 Penalty: 6040.604980
	Iteration 30Q: 3 clusters Score -2.293805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193932 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22938058.000000 Penalty: 6040.604980
	Iteration 31Q: 3 clusters Score -2.293806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193936 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22938048.000000 Penalty: 6040.604980
	Iteration 32Q: 3 clusters Score -2.293805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193936 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22938048.000000 Penalty: 6040.604980
	Iteration 33F: 3 clusters Score -2.293805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Entering Unmasked Estep 
Score: -6308621.000000 Penalty: 2699.973145
	Iteration 0F: 2 clusters Score -6308621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6272557.000000 Penalty: 5399.946289
	Iteration 0F: 3 clusters Score -6272557 nChanged 24809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -6286280.500000 Penalty: 5399.946289
	Iteration 1F: 3 clusters Score -6286280 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -6287004.500000 Penalty: 5399.946289
	Iteration 2Q: 3 clusters Score -6287004 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -6287918.500000 Penalty: 5399.946289
	Iteration 3Q: 3 clusters Score -6287918 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -6289107.000000 Penalty: 5399.946289
	Iteration 4Q: 3 clusters Score -6289107 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -6290737.500000 Penalty: 5399.946289
	Iteration 5F: 3 clusters Score -6290738 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6292994.500000 Penalty: 5399.946289
	Iteration 6F: 3 clusters Score -6292994 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -6295937.500000 Penalty: 5399.946289
	Iteration 7F: 3 clusters Score -6295938 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6299013.500000 Penalty: 5399.946289
	Iteration 8F: 3 clusters Score -6299014 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -6301528.000000 Penalty: 5399.946289
	Iteration 9F: 3 clusters Score -6301528 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -6303188.500000 Penalty: 5399.946289
	Iteration 10Q: 3 clusters Score -6303188 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -6304104.000000 Penalty: 5399.946289
	Iteration 11Q: 3 clusters Score -6304104 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -6304689.500000 Penalty: 5399.946289
	Iteration 12Q: 3 clusters Score -6304690 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -6305089.000000 Penalty: 5399.946289
	Iteration 13Q: 3 clusters Score -6305089 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6305423.500000 Penalty: 5399.946289
	Iteration 14Q: 3 clusters Score -6305424 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6305715.500000 Penalty: 5399.946289
	Iteration 15Q: 3 clusters Score -6305716 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6305934.000000 Penalty: 5399.946289
	Iteration 16Q: 3 clusters Score -6305934 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6306067.500000 Penalty: 5399.946289
	Iteration 17Q: 3 clusters Score -6306068 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6306196.000000 Penalty: 5399.946289
	Iteration 18Q: 3 clusters Score -6306196 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6306283.000000 Penalty: 5399.946289
	Iteration 19Q: 3 clusters Score -6306283 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6306377.000000 Penalty: 5399.946289
	Iteration 20F: 3 clusters Score -6306377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6306454.500000 Penalty: 5399.946289
	Iteration 21Q: 3 clusters Score -6306454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6306512.000000 Penalty: 5399.946289
	Iteration 22Q: 3 clusters Score -6306512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6306564.500000 Penalty: 5399.946289
	Iteration 23Q: 3 clusters Score -6306564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6306598.500000 Penalty: 5399.946289
	Iteration 24Q: 3 clusters Score -6306598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6306629.500000 Penalty: 5399.946289
	Iteration 25Q: 3 clusters Score -6306630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6306667.500000 Penalty: 5399.946289
	Iteration 26Q: 3 clusters Score -6306668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6306694.500000 Penalty: 5399.946289
	Iteration 27Q: 3 clusters Score -6306694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6306702.000000 Penalty: 5399.946289
	Iteration 28Q: 3 clusters Score -6306702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6306714.000000 Penalty: 5399.946289
	Iteration 29Q: 3 clusters Score -6306714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6306726.000000 Penalty: 5399.946289
	Iteration 30Q: 3 clusters Score -6306726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6306740.000000 Penalty: 5399.946289
	Iteration 31Q: 3 clusters Score -6306740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6306742.000000 Penalty: 5399.946289
	Iteration 32Q: 3 clusters Score -6306742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6306764.500000 Penalty: 5399.946289
	Iteration 33Q: 3 clusters Score -6306764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6306765.000000 Penalty: 5399.946289
	Iteration 34Q: 3 clusters Score -6306765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6306775.500000 Penalty: 5399.946289
	Iteration 35Q: 3 clusters Score -6306776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6306784.500000 Penalty: 5399.946289
	Iteration 36Q: 3 clusters Score -6306784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6306790.000000 Penalty: 5399.946289
	Iteration 37Q: 3 clusters Score -6306790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6306789.000000 Penalty: 5399.946289
	Iteration 38Q: 3 clusters Score -6306789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6306781.500000 Penalty: 5399.946289
	Iteration 39Q: 3 clusters Score -6306782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6306785.000000 Penalty: 5399.946289
	Iteration 40F: 3 clusters Score -6306785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6306793.000000 Penalty: 5399.946289
	Iteration 41Q: 3 clusters Score -6306793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6306787.500000 Penalty: 5399.946289
	Iteration 42Q: 3 clusters Score -6306788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6306795.500000 Penalty: 5399.946289
	Iteration 43Q: 3 clusters Score -6306796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6306799.000000 Penalty: 5399.946289
	Iteration 44Q: 3 clusters Score -6306799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6306800.500000 Penalty: 5399.946289
	Iteration 45Q: 3 clusters Score -6306800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6306804.000000 Penalty: 5399.946289
	Iteration 46Q: 3 clusters Score -6306804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6306798.500000 Penalty: 5399.946289
	Iteration 47Q: 3 clusters Score -6306798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6306803.000000 Penalty: 5399.946289
	Iteration 48Q: 3 clusters Score -6306803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6306803.000000 Penalty: 5399.946289
	Iteration 49F: 3 clusters Score -6306803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Entering Unmasked Estep 
Score: -9749280.000000 Penalty: 2811.060791
	Iteration 0F: 2 clusters Score -9749280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -9693132.000000 Penalty: 5622.121582
	Iteration 0F: 3 clusters Score -9693132 nChanged 39693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -9716180.000000 Penalty: 5622.121582
	Iteration 1F: 3 clusters Score -9716180 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -9717479.000000 Penalty: 5622.121582
	Iteration 2Q: 3 clusters Score -9717479 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9719044.000000 Penalty: 5622.121582
	Iteration 3Q: 3 clusters Score -9719044 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -9721083.000000 Penalty: 5622.121582
	Iteration 4F: 3 clusters Score -9721083 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -9723277.000000 Penalty: 5622.121582
	Iteration 5F: 3 clusters Score -9723277 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -9725316.000000 Penalty: 5622.121582
	Iteration 6F: 3 clusters Score -9725316 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -9727097.000000 Penalty: 5622.121582
	Iteration 7F: 3 clusters Score -9727097 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9728508.000000 Penalty: 5622.121582
	Iteration 8Q: 3 clusters Score -9728508 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9729576.000000 Penalty: 5622.121582
	Iteration 9Q: 3 clusters Score -9729576 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -9730637.000000 Penalty: 5622.121582
	Iteration 10Q: 3 clusters Score -9730637 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -9731573.000000 Penalty: 5622.121582
	Iteration 11Q: 3 clusters Score -9731573 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -9732757.000000 Penalty: 5622.121582
	Iteration 12Q: 3 clusters Score -9732757 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -9733992.000000 Penalty: 5622.121582
	Iteration 13Q: 3 clusters Score -9733992 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -9735476.000000 Penalty: 5622.121582
	Iteration 14Q: 3 clusters Score -9735476 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -9737109.000000 Penalty: 5622.121582
	Iteration 15Q: 3 clusters Score -9737109 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -9738903.000000 Penalty: 5622.121582
	Iteration 16Q: 3 clusters Score -9738903 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -9740431.000000 Penalty: 5622.121582
	Iteration 17Q: 3 clusters Score -9740431 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -9741722.000000 Penalty: 5622.121582
	Iteration 18Q: 3 clusters Score -9741722 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -9742739.000000 Penalty: 5622.121582
	Iteration 19Q: 3 clusters Score -9742739 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9743598.000000 Penalty: 5622.121582
	Iteration 20F: 3 clusters Score -9743598 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -9744323.000000 Penalty: 5622.121582
	Iteration 21Q: 3 clusters Score -9744323 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -9744910.000000 Penalty: 5622.121582
	Iteration 22Q: 3 clusters Score -9744910 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -9745419.000000 Penalty: 5622.121582
	Iteration 23Q: 3 clusters Score -9745419 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -9745819.000000 Penalty: 5622.121582
	Iteration 24Q: 3 clusters Score -9745819 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -9746168.000000 Penalty: 5622.121582
	Iteration 25Q: 3 clusters Score -9746168 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -9746376.000000 Penalty: 5622.121582
	Iteration 26Q: 3 clusters Score -9746376 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -9746580.000000 Penalty: 5622.121582
	Iteration 27Q: 3 clusters Score -9746580 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -9746783.000000 Penalty: 5622.121582
	Iteration 28Q: 3 clusters Score -9746783 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -9746946.000000 Penalty: 5622.121582
	Iteration 29Q: 3 clusters Score -9746946 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -9747035.000000 Penalty: 5622.121582
	Iteration 30Q: 3 clusters Score -9747035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -9747158.000000 Penalty: 5622.121582
	Iteration 31Q: 3 clusters Score -9747158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -9747247.000000 Penalty: 5622.121582
	Iteration 32Q: 3 clusters Score -9747247 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -9747319.000000 Penalty: 5622.121582
	Iteration 33Q: 3 clusters Score -9747319 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -9747387.000000 Penalty: 5622.121582
	Iteration 34Q: 3 clusters Score -9747387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -9747432.000000 Penalty: 5622.121582
	Iteration 35Q: 3 clusters Score -9747432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -9747475.000000 Penalty: 5622.121582
	Iteration 36Q: 3 clusters Score -9747475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -9747498.000000 Penalty: 5622.121582
	Iteration 37Q: 3 clusters Score -9747498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -9747522.000000 Penalty: 5622.121582
	Iteration 38Q: 3 clusters Score -9747522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -9747518.000000 Penalty: 5622.121582
	Iteration 39Q: 3 clusters Score -9747518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -9747514.000000 Penalty: 5622.121582
	Iteration 40F: 3 clusters Score -9747514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -9747516.000000 Penalty: 5622.121582
	Iteration 41Q: 3 clusters Score -9747516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -9747519.000000 Penalty: 5622.121582
	Iteration 42Q: 3 clusters Score -9747519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -9747526.000000 Penalty: 5622.121582
	Iteration 43Q: 3 clusters Score -9747526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -9747526.000000 Penalty: 5622.121582
	Iteration 44Q: 3 clusters Score -9747526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -9747542.000000 Penalty: 5622.121582
	Iteration 45Q: 3 clusters Score -9747542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -9747546.000000 Penalty: 5622.121582
	Iteration 46Q: 3 clusters Score -9747546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -9747536.000000 Penalty: 5622.121582
	Iteration 47Q: 3 clusters Score -9747536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -9747547.000000 Penalty: 5622.121582
	Iteration 48Q: 3 clusters Score -9747547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -9747564.000000 Penalty: 5622.121582
	Iteration 49Q: 3 clusters Score -9747564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -9747569.000000 Penalty: 5622.121582
	Iteration 50Q: 3 clusters Score -9747569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -9747553.000000 Penalty: 5622.121582
	Iteration 51Q: 3 clusters Score -9747553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -9747559.000000 Penalty: 5622.121582
	Iteration 52Q: 3 clusters Score -9747559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -9747553.000000 Penalty: 5622.121582
	Iteration 53Q: 3 clusters Score -9747553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -9747568.000000 Penalty: 5622.121582
	Iteration 54Q: 3 clusters Score -9747568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -9747574.000000 Penalty: 5622.121582
	Iteration 55Q: 3 clusters Score -9747574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -9747566.000000 Penalty: 5622.121582
	Iteration 56Q: 3 clusters Score -9747566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -9747583.000000 Penalty: 5622.121582
	Iteration 57Q: 3 clusters Score -9747583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -9747574.000000 Penalty: 5622.121582
	Iteration 58Q: 3 clusters Score -9747574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -9747586.000000 Penalty: 5622.121582
	Iteration 59Q: 3 clusters Score -9747586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -9747592.000000 Penalty: 5622.121582
	Iteration 60F: 3 clusters Score -9747592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -9747585.000000 Penalty: 5622.121582
	Iteration 61Q: 3 clusters Score -9747585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -9747587.000000 Penalty: 5622.121582
	Iteration 62Q: 3 clusters Score -9747587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -9747586.000000 Penalty: 5622.121582
	Iteration 63Q: 3 clusters Score -9747586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -9747583.000000 Penalty: 5622.121582
	Iteration 64Q: 3 clusters Score -9747583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -9747589.000000 Penalty: 5622.121582
	Iteration 65Q: 3 clusters Score -9747589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -9747591.000000 Penalty: 5622.121582
	Iteration 66Q: 3 clusters Score -9747591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -9747603.000000 Penalty: 5622.121582
	Iteration 67Q: 3 clusters Score -9747603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -9747598.000000 Penalty: 5622.121582
	Iteration 68Q: 3 clusters Score -9747598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -9747598.000000 Penalty: 5622.121582
	Iteration 69F: 3 clusters Score -9747598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Entering Unmasked Estep 
Score: -1243416.625000 Penalty: 2304.761719
	Iteration 0F: 2 clusters Score -1243417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1235146.750000 Penalty: 4609.523438
	Iteration 0F: 3 clusters Score -1235147 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1237610.250000 Penalty: 4609.523438
	Iteration 1F: 3 clusters Score -1237610 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1238057.750000 Penalty: 4609.523438
	Iteration 2F: 3 clusters Score -1238058 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1238522.750000 Penalty: 4609.523438
	Iteration 3F: 3 clusters Score -1238523 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1239177.375000 Penalty: 4609.523438
	Iteration 4F: 3 clusters Score -1239177 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1240167.000000 Penalty: 4609.523438
	Iteration 5F: 3 clusters Score -1240167 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1241184.750000 Penalty: 4609.523438
	Iteration 6F: 3 clusters Score -1241185 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1241792.250000 Penalty: 4609.523438
	Iteration 7F: 3 clusters Score -1241792 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1242071.125000 Penalty: 4609.523438
	Iteration 8Q: 3 clusters Score -1242071 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1242206.625000 Penalty: 4609.523438
	Iteration 9Q: 3 clusters Score -1242207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1242263.875000 Penalty: 4609.523438
	Iteration 10Q: 3 clusters Score -1242264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1242282.125000 Penalty: 4609.523438
	Iteration 11Q: 3 clusters Score -1242282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1242291.750000 Penalty: 4609.523438
	Iteration 12Q: 3 clusters Score -1242292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1242295.875000 Penalty: 4609.523438
	Iteration 13Q: 3 clusters Score -1242296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1242302.125000 Penalty: 4609.523438
	Iteration 14Q: 3 clusters Score -1242302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1242306.125000 Penalty: 4609.523438
	Iteration 15Q: 3 clusters Score -1242306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1242307.250000 Penalty: 4609.523438
	Iteration 16Q: 3 clusters Score -1242307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1242311.500000 Penalty: 4609.523438
	Iteration 17Q: 3 clusters Score -1242312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1242313.125000 Penalty: 4609.523438
	Iteration 18Q: 3 clusters Score -1242313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1242309.750000 Penalty: 4609.523438
	Iteration 19Q: 3 clusters Score -1242310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1242313.500000 Penalty: 4609.523438
	Iteration 20F: 3 clusters Score -1242314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1242318.125000 Penalty: 4609.523438
	Iteration 21Q: 3 clusters Score -1242318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1242320.250000 Penalty: 4609.523438
	Iteration 22Q: 3 clusters Score -1242320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1242321.750000 Penalty: 4609.523438
	Iteration 23Q: 3 clusters Score -1242322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1242322.875000 Penalty: 4609.523438
	Iteration 24Q: 3 clusters Score -1242323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1242328.125000 Penalty: 4609.523438
	Iteration 25Q: 3 clusters Score -1242328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1242332.750000 Penalty: 4609.523438
	Iteration 26Q: 3 clusters Score -1242333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1242332.125000 Penalty: 4609.523438
	Iteration 27Q: 3 clusters Score -1242332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1242332.750000 Penalty: 4609.523438
	Iteration 28Q: 3 clusters Score -1242333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1242331.125000 Penalty: 4609.523438
	Iteration 29Q: 3 clusters Score -1242331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1242333.000000 Penalty: 4609.523438
	Iteration 30Q: 3 clusters Score -1242333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1242332.125000 Penalty: 4609.523438
	Iteration 31Q: 3 clusters Score -1242332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1242328.500000 Penalty: 4609.523438
	Iteration 32Q: 3 clusters Score -1242328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1242328.500000 Penalty: 4609.523438
	Iteration 33F: 3 clusters Score -1242328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Entering Unmasked Estep 
Score: -19338142.000000 Penalty: 2977.746338
	Iteration 0F: 2 clusters Score -1.933814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -19228812.000000 Penalty: 5955.492676
	Iteration 0F: 3 clusters Score -1.922881e+07 nChanged 78394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -19274038.000000 Penalty: 5955.492676
	Iteration 1F: 3 clusters Score -1.927404e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -19275232.000000 Penalty: 5955.492676
	Iteration 2Q: 3 clusters Score -1.927523e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -19276630.000000 Penalty: 5955.492676
	Iteration 3Q: 3 clusters Score -1.927663e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -19278450.000000 Penalty: 5955.492676
	Iteration 4Q: 3 clusters Score -1.927845e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -19280906.000000 Penalty: 5955.492676
	Iteration 5Q: 3 clusters Score -1.928091e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -19284466.000000 Penalty: 5955.492676
	Iteration 6Q: 3 clusters Score -1.928447e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -19288994.000000 Penalty: 5955.492676
	Iteration 7F: 3 clusters Score -1.928899e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -19295104.000000 Penalty: 5955.492676
	Iteration 8F: 3 clusters Score -1.92951e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -19301600.000000 Penalty: 5955.492676
	Iteration 9F: 3 clusters Score -1.93016e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -19307290.000000 Penalty: 5955.492676
	Iteration 10F: 3 clusters Score -1.930729e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -19310508.000000 Penalty: 5955.492676
	Iteration 11Q: 3 clusters Score -1.931051e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -19311914.000000 Penalty: 5955.492676
	Iteration 12Q: 3 clusters Score -1.931191e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -19312502.000000 Penalty: 5955.492676
	Iteration 13Q: 3 clusters Score -1.93125e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -19312880.000000 Penalty: 5955.492676
	Iteration 14Q: 3 clusters Score -1.931288e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -19313182.000000 Penalty: 5955.492676
	Iteration 15Q: 3 clusters Score -1.931318e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -19313442.000000 Penalty: 5955.492676
	Iteration 16Q: 3 clusters Score -1.931344e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -19313780.000000 Penalty: 5955.492676
	Iteration 17Q: 3 clusters Score -1.931378e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -19313914.000000 Penalty: 5955.492676
	Iteration 18Q: 3 clusters Score -1.931391e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -19314126.000000 Penalty: 5955.492676
	Iteration 19Q: 3 clusters Score -1.931413e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -19314372.000000 Penalty: 5955.492676
	Iteration 20F: 3 clusters Score -1.931437e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -19314558.000000 Penalty: 5955.492676
	Iteration 21Q: 3 clusters Score -1.931456e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -19314772.000000 Penalty: 5955.492676
	Iteration 22Q: 3 clusters Score -1.931477e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -19315058.000000 Penalty: 5955.492676
	Iteration 23Q: 3 clusters Score -1.931506e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -19315358.000000 Penalty: 5955.492676
	Iteration 24Q: 3 clusters Score -1.931536e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -19315514.000000 Penalty: 5955.492676
	Iteration 25Q: 3 clusters Score -1.931551e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -19315794.000000 Penalty: 5955.492676
	Iteration 26Q: 3 clusters Score -1.931579e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -19316076.000000 Penalty: 5955.492676
	Iteration 27Q: 3 clusters Score -1.931608e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -19316164.000000 Penalty: 5955.492676
	Iteration 28Q: 3 clusters Score -1.931616e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -19316308.000000 Penalty: 5955.492676
	Iteration 29Q: 3 clusters Score -1.931631e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -19316504.000000 Penalty: 5955.492676
	Iteration 30Q: 3 clusters Score -1.93165e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -19316552.000000 Penalty: 5955.492676
	Iteration 31Q: 3 clusters Score -1.931655e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -19316750.000000 Penalty: 5955.492676
	Iteration 32Q: 3 clusters Score -1.931675e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -19316948.000000 Penalty: 5955.492676
	Iteration 33Q: 3 clusters Score -1.931695e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -19317070.000000 Penalty: 5955.492676
	Iteration 34Q: 3 clusters Score -1.931707e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -19317122.000000 Penalty: 5955.492676
	Iteration 35Q: 3 clusters Score -1.931712e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -19317186.000000 Penalty: 5955.492676
	Iteration 36Q: 3 clusters Score -1.931719e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -19317300.000000 Penalty: 5955.492676
	Iteration 37Q: 3 clusters Score -1.93173e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -19317396.000000 Penalty: 5955.492676
	Iteration 38Q: 3 clusters Score -1.93174e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -19317496.000000 Penalty: 5955.492676
	Iteration 39Q: 3 clusters Score -1.93175e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -19317574.000000 Penalty: 5955.492676
	Iteration 40F: 3 clusters Score -1.931757e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -19317604.000000 Penalty: 5955.492676
	Iteration 41Q: 3 clusters Score -1.93176e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -19317644.000000 Penalty: 5955.492676
	Iteration 42Q: 3 clusters Score -1.931764e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -19317688.000000 Penalty: 5955.492676
	Iteration 43Q: 3 clusters Score -1.931769e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -19317834.000000 Penalty: 5955.492676
	Iteration 44Q: 3 clusters Score -1.931783e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -19317918.000000 Penalty: 5955.492676
	Iteration 45Q: 3 clusters Score -1.931792e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -19318050.000000 Penalty: 5955.492676
	Iteration 46Q: 3 clusters Score -1.931805e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -19318106.000000 Penalty: 5955.492676
	Iteration 47Q: 3 clusters Score -1.931811e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -19318232.000000 Penalty: 5955.492676
	Iteration 48Q: 3 clusters Score -1.931823e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -19318342.000000 Penalty: 5955.492676
	Iteration 49Q: 3 clusters Score -1.931834e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -19318496.000000 Penalty: 5955.492676
	Iteration 50Q: 3 clusters Score -1.93185e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105383 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -19318574.000000 Penalty: 5955.492676
	Iteration 51Q: 3 clusters Score -1.931857e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -19318686.000000 Penalty: 5955.492676
	Iteration 52Q: 3 clusters Score -1.931869e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -19318766.000000 Penalty: 5955.492676
	Iteration 53Q: 3 clusters Score -1.931877e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -19318956.000000 Penalty: 5955.492676
	Iteration 54Q: 3 clusters Score -1.931896e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -19319144.000000 Penalty: 5955.492676
	Iteration 55Q: 3 clusters Score -1.931914e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -19319296.000000 Penalty: 5955.492676
	Iteration 56Q: 3 clusters Score -1.93193e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -19319374.000000 Penalty: 5955.492676
	Iteration 57Q: 3 clusters Score -1.931937e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113024 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -19319564.000000 Penalty: 5955.492676
	Iteration 58Q: 3 clusters Score -1.931956e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -19319756.000000 Penalty: 5955.492676
	Iteration 59Q: 3 clusters Score -1.931976e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115759 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -19319970.000000 Penalty: 5955.492676
	Iteration 60F: 3 clusters Score -1.931997e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -19320232.000000 Penalty: 5955.492676
	Iteration 61Q: 3 clusters Score -1.932023e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -19320448.000000 Penalty: 5955.492676
	Iteration 62Q: 3 clusters Score -1.932045e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -19320844.000000 Penalty: 5955.492676
	Iteration 63Q: 3 clusters Score -1.932084e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122226 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -19321146.000000 Penalty: 5955.492676
	Iteration 64Q: 3 clusters Score -1.932115e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124207 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -19321526.000000 Penalty: 5955.492676
	Iteration 65Q: 3 clusters Score -1.932153e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -19322108.000000 Penalty: 5955.492676
	Iteration 66Q: 3 clusters Score -1.932211e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128481 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -19322640.000000 Penalty: 5955.492676
	Iteration 67Q: 3 clusters Score -1.932264e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130799 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -19323424.000000 Penalty: 5955.492676
	Iteration 68Q: 3 clusters Score -1.932342e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133159 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -19323988.000000 Penalty: 5955.492676
	Iteration 69Q: 3 clusters Score -1.932399e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -19324744.000000 Penalty: 5955.492676
	Iteration 70Q: 3 clusters Score -1.932474e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138095 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -19325610.000000 Penalty: 5955.492676
	Iteration 71Q: 3 clusters Score -1.932561e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -19326544.000000 Penalty: 5955.492676
	Iteration 72Q: 3 clusters Score -1.932654e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -19327560.000000 Penalty: 5955.492676
	Iteration 73Q: 3 clusters Score -1.932756e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -19328684.000000 Penalty: 5955.492676
	Iteration 74Q: 3 clusters Score -1.932868e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -19329692.000000 Penalty: 5955.492676
	Iteration 75Q: 3 clusters Score -1.932969e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -19330636.000000 Penalty: 5955.492676
	Iteration 76Q: 3 clusters Score -1.933064e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -19331456.000000 Penalty: 5955.492676
	Iteration 77Q: 3 clusters Score -1.933146e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -19332206.000000 Penalty: 5955.492676
	Iteration 78Q: 3 clusters Score -1.933221e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156336 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -19332964.000000 Penalty: 5955.492676
	Iteration 79Q: 3 clusters Score -1.933296e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -19333546.000000 Penalty: 5955.492676
	Iteration 80F: 3 clusters Score -1.933355e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158894 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -19334032.000000 Penalty: 5955.492676
	Iteration 81Q: 3 clusters Score -1.933403e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -19334414.000000 Penalty: 5955.492676
	Iteration 82Q: 3 clusters Score -1.933441e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19334770.000000 Penalty: 5955.492676
	Iteration 83Q: 3 clusters Score -1.933477e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -19334978.000000 Penalty: 5955.492676
	Iteration 84Q: 3 clusters Score -1.933498e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161470 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -19335144.000000 Penalty: 5955.492676
	Iteration 85Q: 3 clusters Score -1.933514e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161765 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19335264.000000 Penalty: 5955.492676
	Iteration 86Q: 3 clusters Score -1.933526e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19335328.000000 Penalty: 5955.492676
	Iteration 87Q: 3 clusters Score -1.933533e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162141 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19335402.000000 Penalty: 5955.492676
	Iteration 88Q: 3 clusters Score -1.93354e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19335454.000000 Penalty: 5955.492676
	Iteration 89Q: 3 clusters Score -1.933545e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -19335468.000000 Penalty: 5955.492676
	Iteration 90Q: 3 clusters Score -1.933547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162434 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19335506.000000 Penalty: 5955.492676
	Iteration 91Q: 3 clusters Score -1.933551e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19335552.000000 Penalty: 5955.492676
	Iteration 92Q: 3 clusters Score -1.933555e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162529 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19335554.000000 Penalty: 5955.492676
	Iteration 93Q: 3 clusters Score -1.933555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19335568.000000 Penalty: 5955.492676
	Iteration 94Q: 3 clusters Score -1.933557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -19335562.000000 Penalty: 5955.492676
	Iteration 95Q: 3 clusters Score -1.933556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162615 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19335582.000000 Penalty: 5955.492676
	Iteration 96Q: 3 clusters Score -1.933558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19335596.000000 Penalty: 5955.492676
	Iteration 97Q: 3 clusters Score -1.93356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19335622.000000 Penalty: 5955.492676
	Iteration 98Q: 3 clusters Score -1.933562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19335614.000000 Penalty: 5955.492676
	Iteration 99Q: 3 clusters Score -1.933561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162676 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19335614.000000 Penalty: 5955.492676
	Iteration 100F: 3 clusters Score -1.933561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19335630.000000 Penalty: 5955.492676
	Iteration 101Q: 3 clusters Score -1.933563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19335618.000000 Penalty: 5955.492676
	Iteration 102Q: 3 clusters Score -1.933562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162700 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19335638.000000 Penalty: 5955.492676
	Iteration 103Q: 3 clusters Score -1.933564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19335644.000000 Penalty: 5955.492676
	Iteration 104Q: 3 clusters Score -1.933564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162714 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19335630.000000 Penalty: 5955.492676
	Iteration 105Q: 3 clusters Score -1.933563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -19335616.000000 Penalty: 5955.492676
	Iteration 106Q: 3 clusters Score -1.933562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19335614.000000 Penalty: 5955.492676
	Iteration 107Q: 3 clusters Score -1.933561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162743 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19335636.000000 Penalty: 5955.492676
	Iteration 108Q: 3 clusters Score -1.933564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19335648.000000 Penalty: 5955.492676
	Iteration 109Q: 3 clusters Score -1.933565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162755 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19335638.000000 Penalty: 5955.492676
	Iteration 110Q: 3 clusters Score -1.933564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19335636.000000 Penalty: 5955.492676
	Iteration 111Q: 3 clusters Score -1.933564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162766 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19335626.000000 Penalty: 5955.492676
	Iteration 112Q: 3 clusters Score -1.933563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162768 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19335634.000000 Penalty: 5955.492676
	Iteration 113Q: 3 clusters Score -1.933563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19335636.000000 Penalty: 5955.492676
	Iteration 114Q: 3 clusters Score -1.933564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19335636.000000 Penalty: 5955.492676
	Iteration 115F: 3 clusters Score -1.933564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (307657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307657 members 
Entering Unmasked Estep 
Score: -35967076.000000 Penalty: 3133.911621
	Iteration 0F: 2 clusters Score -3.596708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -35763412.000000 Penalty: 6267.823242
	Iteration 0F: 3 clusters Score -3.576341e+07 nChanged 149318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149477 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -35850948.000000 Penalty: 6267.823242
	Iteration 1F: 3 clusters Score -3.585095e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146712 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -35852392.000000 Penalty: 6267.823242
	Iteration 2Q: 3 clusters Score -3.585239e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -35854288.000000 Penalty: 6267.823242
	Iteration 3Q: 3 clusters Score -3.585429e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -35856704.000000 Penalty: 6267.823242
	Iteration 4Q: 3 clusters Score -3.58567e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 182443 members 
Entering Unmasked Estep 
Score: -35860892.000000 Penalty: 6267.823242
	Iteration 5Q: 3 clusters Score -3.586089e+07 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 197496 members 
Entering Unmasked Estep 
Score: -35868616.000000 Penalty: 6267.823242
	Iteration 6F: 3 clusters Score -3.586862e+07 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 218110 members 
Entering Unmasked Estep 
Score: -35882288.000000 Penalty: 6267.823242
	Iteration 7F: 3 clusters Score -3.588229e+07 nChanged 25603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 243619 members 
Entering Unmasked Estep 
Score: -35902940.000000 Penalty: 6267.823242
	Iteration 8F: 3 clusters Score -3.590294e+07 nChanged 25915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 269518 members 
Entering Unmasked Estep 
Score: -35927100.000000 Penalty: 6267.823242
	Iteration 9F: 3 clusters Score -3.59271e+07 nChanged 20301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 289819 members 
Entering Unmasked Estep 
Score: -35947600.000000 Penalty: 6267.823242
	Iteration 10F: 3 clusters Score -3.59476e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 300985 members 
Entering Unmasked Estep 
Score: -35959316.000000 Penalty: 6267.823242
	Iteration 11Q: 3 clusters Score -3.595932e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 305404 members 
Entering Unmasked Estep 
Score: -35962760.000000 Penalty: 6267.823242
	Iteration 12Q: 3 clusters Score -3.596276e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 306785 members 
Entering Unmasked Estep 
Score: -35963680.000000 Penalty: 6267.823242
	Iteration 13Q: 3 clusters Score -3.596368e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 307157 members 
Entering Unmasked Estep 
Score: -35963984.000000 Penalty: 6267.823242
	Iteration 14Q: 3 clusters Score -3.596398e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 307281 members 
Entering Unmasked Estep 
Score: -35964076.000000 Penalty: 6267.823242
	Iteration 15Q: 3 clusters Score -3.596408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 307331 members 
Entering Unmasked Estep 
Score: -35964180.000000 Penalty: 6267.823242
	Iteration 16Q: 3 clusters Score -3.596418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307351 members 
Entering Unmasked Estep 
Score: -35964240.000000 Penalty: 6267.823242
	Iteration 17Q: 3 clusters Score -3.596424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 307369 members 
Entering Unmasked Estep 
Score: -35964308.000000 Penalty: 6267.823242
	Iteration 18Q: 3 clusters Score -3.596431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 307380 members 
Entering Unmasked Estep 
Score: -35964328.000000 Penalty: 6267.823242
	Iteration 19Q: 3 clusters Score -3.596433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307386 members 
Entering Unmasked Estep 
Score: -35964344.000000 Penalty: 6267.823242
	Iteration 20F: 3 clusters Score -3.596434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 307393 members 
Entering Unmasked Estep 
Score: -35964376.000000 Penalty: 6267.823242
	Iteration 21Q: 3 clusters Score -3.596438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 307393 members 
Entering Unmasked Estep 
Score: -35964388.000000 Penalty: 6267.823242
	Iteration 22Q: 3 clusters Score -3.596439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 307397 members 
Entering Unmasked Estep 
Score: -35964388.000000 Penalty: 6267.823242
	Iteration 23Q: 3 clusters Score -3.596439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 307400 members 
Entering Unmasked Estep 
Score: -35964396.000000 Penalty: 6267.823242
	Iteration 24Q: 3 clusters Score -3.59644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 307401 members 
Entering Unmasked Estep 
Score: -35964376.000000 Penalty: 6267.823242
	Iteration 25Q: 3 clusters Score -3.596438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 307403 members 
Entering Unmasked Estep 
Score: -35964384.000000 Penalty: 6267.823242
	Iteration 26Q: 3 clusters Score -3.596438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 307403 members 
Entering Unmasked Estep 
Score: -35964380.000000 Penalty: 6267.823242
	Iteration 27Q: 3 clusters Score -3.596438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 307402 members 
Entering Unmasked Estep 
Score: -35964396.000000 Penalty: 6267.823242
	Iteration 28Q: 3 clusters Score -3.59644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 307401 members 
Entering Unmasked Estep 
Score: -35964388.000000 Penalty: 6267.823242
	Iteration 29Q: 3 clusters Score -3.596439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 307401 members 
Entering Unmasked Estep 
Score: -35964388.000000 Penalty: 6267.823242
	Iteration 30F: 3 clusters Score -3.596439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Entering Unmasked Estep 
Score: -9147145.000000 Penalty: 2791.046387
	Iteration 0F: 2 clusters Score -9147145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -9095301.000000 Penalty: 5582.092773
	Iteration 0F: 3 clusters Score -9095301 nChanged 36153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -9115613.000000 Penalty: 5582.092773
	Iteration 1F: 3 clusters Score -9115613 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -9116304.000000 Penalty: 5582.092773
	Iteration 2Q: 3 clusters Score -9116304 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9117150.000000 Penalty: 5582.092773
	Iteration 3Q: 3 clusters Score -9117150 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -9118131.000000 Penalty: 5582.092773
	Iteration 4Q: 3 clusters Score -9118131 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -9119642.000000 Penalty: 5582.092773
	Iteration 5Q: 3 clusters Score -9119642 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -9121742.000000 Penalty: 5582.092773
	Iteration 6F: 3 clusters Score -9121742 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -9124721.000000 Penalty: 5582.092773
	Iteration 7F: 3 clusters Score -9124721 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -9129162.000000 Penalty: 5582.092773
	Iteration 8F: 3 clusters Score -9129162 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -9134198.000000 Penalty: 5582.092773
	Iteration 9F: 3 clusters Score -9134198 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -9138782.000000 Penalty: 5582.092773
	Iteration 10F: 3 clusters Score -9138782 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9141940.000000 Penalty: 5582.092773
	Iteration 11Q: 3 clusters Score -9141940 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9143628.000000 Penalty: 5582.092773
	Iteration 12Q: 3 clusters Score -9143628 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9144276.000000 Penalty: 5582.092773
	Iteration 13Q: 3 clusters Score -9144276 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9144564.000000 Penalty: 5582.092773
	Iteration 14Q: 3 clusters Score -9144564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9144679.000000 Penalty: 5582.092773
	Iteration 15Q: 3 clusters Score -9144679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9144763.000000 Penalty: 5582.092773
	Iteration 16Q: 3 clusters Score -9144763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9144826.000000 Penalty: 5582.092773
	Iteration 17Q: 3 clusters Score -9144826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9144844.000000 Penalty: 5582.092773
	Iteration 18Q: 3 clusters Score -9144844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9144855.000000 Penalty: 5582.092773
	Iteration 19Q: 3 clusters Score -9144855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9144881.000000 Penalty: 5582.092773
	Iteration 20F: 3 clusters Score -9144881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9144894.000000 Penalty: 5582.092773
	Iteration 21Q: 3 clusters Score -9144894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9144909.000000 Penalty: 5582.092773
	Iteration 22Q: 3 clusters Score -9144909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9144926.000000 Penalty: 5582.092773
	Iteration 23Q: 3 clusters Score -9144926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9144932.000000 Penalty: 5582.092773
	Iteration 24Q: 3 clusters Score -9144932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9144930.000000 Penalty: 5582.092773
	Iteration 25Q: 3 clusters Score -9144930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9144937.000000 Penalty: 5582.092773
	Iteration 26Q: 3 clusters Score -9144937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9144951.000000 Penalty: 5582.092773
	Iteration 27Q: 3 clusters Score -9144951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9144958.000000 Penalty: 5582.092773
	Iteration 28Q: 3 clusters Score -9144958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9144974.000000 Penalty: 5582.092773
	Iteration 29Q: 3 clusters Score -9144974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9144980.000000 Penalty: 5582.092773
	Iteration 30Q: 3 clusters Score -9144980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9144975.000000 Penalty: 5582.092773
	Iteration 31Q: 3 clusters Score -9144975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9144994.000000 Penalty: 5582.092773
	Iteration 32Q: 3 clusters Score -9144994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9144996.000000 Penalty: 5582.092773
	Iteration 33Q: 3 clusters Score -9144996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9145005.000000 Penalty: 5582.092773
	Iteration 34Q: 3 clusters Score -9145005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9145008.000000 Penalty: 5582.092773
	Iteration 35Q: 3 clusters Score -9145008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9145005.000000 Penalty: 5582.092773
	Iteration 36Q: 3 clusters Score -9145005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9145008.000000 Penalty: 5582.092773
	Iteration 37Q: 3 clusters Score -9145008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9145007.000000 Penalty: 5582.092773
	Iteration 38Q: 3 clusters Score -9145007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9145014.000000 Penalty: 5582.092773
	Iteration 39Q: 3 clusters Score -9145014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9145014.000000 Penalty: 5582.092773
	Iteration 40F: 3 clusters Score -9145014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Entering Unmasked Estep 
Score: -2494934.000000 Penalty: 2468.176758
	Iteration 0F: 2 clusters Score -2494934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2480244.250000 Penalty: 4936.353516
	Iteration 0F: 3 clusters Score -2480244 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2485228.250000 Penalty: 4936.353516
	Iteration 1F: 3 clusters Score -2485228 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2485589.250000 Penalty: 4936.353516
	Iteration 2Q: 3 clusters Score -2485589 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2485870.750000 Penalty: 4936.353516
	Iteration 3Q: 3 clusters Score -2485871 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2486178.750000 Penalty: 4936.353516
	Iteration 4Q: 3 clusters Score -2486179 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2486594.250000 Penalty: 4936.353516
	Iteration 5Q: 3 clusters Score -2486594 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2487188.500000 Penalty: 4936.353516
	Iteration 6Q: 3 clusters Score -2487188 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2488097.250000 Penalty: 4936.353516
	Iteration 7F: 3 clusters Score -2488097 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2489272.250000 Penalty: 4936.353516
	Iteration 8F: 3 clusters Score -2489272 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2490428.000000 Penalty: 4936.353516
	Iteration 9F: 3 clusters Score -2490428 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2491417.500000 Penalty: 4936.353516
	Iteration 10F: 3 clusters Score -2491418 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2492082.750000 Penalty: 4936.353516
	Iteration 11Q: 3 clusters Score -2492083 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2492461.750000 Penalty: 4936.353516
	Iteration 12Q: 3 clusters Score -2492462 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2492673.250000 Penalty: 4936.353516
	Iteration 13Q: 3 clusters Score -2492673 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2492800.500000 Penalty: 4936.353516
	Iteration 14Q: 3 clusters Score -2492800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2492873.750000 Penalty: 4936.353516
	Iteration 15Q: 3 clusters Score -2492874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2492933.000000 Penalty: 4936.353516
	Iteration 16Q: 3 clusters Score -2492933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2492980.500000 Penalty: 4936.353516
	Iteration 17Q: 3 clusters Score -2492980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2493008.000000 Penalty: 4936.353516
	Iteration 18Q: 3 clusters Score -2493008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2493028.250000 Penalty: 4936.353516
	Iteration 19Q: 3 clusters Score -2493028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2493058.750000 Penalty: 4936.353516
	Iteration 20F: 3 clusters Score -2493059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2493073.750000 Penalty: 4936.353516
	Iteration 21Q: 3 clusters Score -2493074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2493079.750000 Penalty: 4936.353516
	Iteration 22Q: 3 clusters Score -2493080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2493089.250000 Penalty: 4936.353516
	Iteration 23Q: 3 clusters Score -2493089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2493101.000000 Penalty: 4936.353516
	Iteration 24Q: 3 clusters Score -2493101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2493112.500000 Penalty: 4936.353516
	Iteration 25Q: 3 clusters Score -2493112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2493121.000000 Penalty: 4936.353516
	Iteration 26Q: 3 clusters Score -2493121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2493125.250000 Penalty: 4936.353516
	Iteration 27Q: 3 clusters Score -2493125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2493136.000000 Penalty: 4936.353516
	Iteration 28Q: 3 clusters Score -2493136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2493140.000000 Penalty: 4936.353516
	Iteration 29Q: 3 clusters Score -2493140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2493136.750000 Penalty: 4936.353516
	Iteration 30Q: 3 clusters Score -2493137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2493140.500000 Penalty: 4936.353516
	Iteration 31Q: 3 clusters Score -2493140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2493136.750000 Penalty: 4936.353516
	Iteration 32Q: 3 clusters Score -2493137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2493139.000000 Penalty: 4936.353516
	Iteration 33Q: 3 clusters Score -2493139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2493146.500000 Penalty: 4936.353516
	Iteration 34Q: 3 clusters Score -2493146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2493149.250000 Penalty: 4936.353516
	Iteration 35Q: 3 clusters Score -2493149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2493154.500000 Penalty: 4936.353516
	Iteration 36Q: 3 clusters Score -2493154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2493164.000000 Penalty: 4936.353516
	Iteration 37Q: 3 clusters Score -2493164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2493162.250000 Penalty: 4936.353516
	Iteration 38Q: 3 clusters Score -2493162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2493164.250000 Penalty: 4936.353516
	Iteration 39Q: 3 clusters Score -2493164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2493164.250000 Penalty: 4936.353516
	Iteration 40F: 3 clusters Score -2493164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Entering Unmasked Estep 
Score: -3518288.750000 Penalty: 2552.384766
	Iteration 0F: 2 clusters Score -3518289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3498035.000000 Penalty: 5104.769531
	Iteration 0F: 3 clusters Score -3498035 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3505261.000000 Penalty: 5104.769531
	Iteration 1F: 3 clusters Score -3505261 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3505657.500000 Penalty: 5104.769531
	Iteration 2Q: 3 clusters Score -3505658 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3505961.500000 Penalty: 5104.769531
	Iteration 3Q: 3 clusters Score -3505962 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3506204.750000 Penalty: 5104.769531
	Iteration 4Q: 3 clusters Score -3506205 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3506392.250000 Penalty: 5104.769531
	Iteration 5Q: 3 clusters Score -3506392 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3506606.750000 Penalty: 5104.769531
	Iteration 6Q: 3 clusters Score -3506607 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3506822.250000 Penalty: 5104.769531
	Iteration 7Q: 3 clusters Score -3506822 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3507104.500000 Penalty: 5104.769531
	Iteration 8Q: 3 clusters Score -3507104 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3507497.250000 Penalty: 5104.769531
	Iteration 9Q: 3 clusters Score -3507497 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3508058.250000 Penalty: 5104.769531
	Iteration 10Q: 3 clusters Score -3508058 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3508865.750000 Penalty: 5104.769531
	Iteration 11Q: 3 clusters Score -3508866 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3509985.000000 Penalty: 5104.769531
	Iteration 12F: 3 clusters Score -3509985 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3511447.250000 Penalty: 5104.769531
	Iteration 13F: 3 clusters Score -3511447 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3512956.750000 Penalty: 5104.769531
	Iteration 14F: 3 clusters Score -3512957 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3514133.750000 Penalty: 5104.769531
	Iteration 15Q: 3 clusters Score -3514134 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3514964.250000 Penalty: 5104.769531
	Iteration 16Q: 3 clusters Score -3514964 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3515406.500000 Penalty: 5104.769531
	Iteration 17Q: 3 clusters Score -3515406 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3515608.250000 Penalty: 5104.769531
	Iteration 18Q: 3 clusters Score -3515608 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3515727.250000 Penalty: 5104.769531
	Iteration 19Q: 3 clusters Score -3515727 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3515810.500000 Penalty: 5104.769531
	Iteration 20F: 3 clusters Score -3515810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3515888.250000 Penalty: 5104.769531
	Iteration 21Q: 3 clusters Score -3515888 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3515936.750000 Penalty: 5104.769531
	Iteration 22Q: 3 clusters Score -3515937 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3515989.000000 Penalty: 5104.769531
	Iteration 23Q: 3 clusters Score -3515989 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3516029.500000 Penalty: 5104.769531
	Iteration 24Q: 3 clusters Score -3516030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3516071.750000 Penalty: 5104.769531
	Iteration 25Q: 3 clusters Score -3516072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3516113.750000 Penalty: 5104.769531
	Iteration 26Q: 3 clusters Score -3516114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3516142.000000 Penalty: 5104.769531
	Iteration 27Q: 3 clusters Score -3516142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3516165.250000 Penalty: 5104.769531
	Iteration 28Q: 3 clusters Score -3516165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3516178.750000 Penalty: 5104.769531
	Iteration 29Q: 3 clusters Score -3516179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3516200.250000 Penalty: 5104.769531
	Iteration 30Q: 3 clusters Score -3516200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3516218.500000 Penalty: 5104.769531
	Iteration 31Q: 3 clusters Score -3516218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3516230.500000 Penalty: 5104.769531
	Iteration 32Q: 3 clusters Score -3516230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3516239.250000 Penalty: 5104.769531
	Iteration 33Q: 3 clusters Score -3516239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3516248.000000 Penalty: 5104.769531
	Iteration 34Q: 3 clusters Score -3516248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3516250.000000 Penalty: 5104.769531
	Iteration 35Q: 3 clusters Score -3516250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3516263.000000 Penalty: 5104.769531
	Iteration 36Q: 3 clusters Score -3516263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3516269.750000 Penalty: 5104.769531
	Iteration 37Q: 3 clusters Score -3516270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3516272.000000 Penalty: 5104.769531
	Iteration 38Q: 3 clusters Score -3516272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3516287.000000 Penalty: 5104.769531
	Iteration 39Q: 3 clusters Score -3516287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3516283.000000 Penalty: 5104.769531
	Iteration 40F: 3 clusters Score -3516283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3516285.750000 Penalty: 5104.769531
	Iteration 41Q: 3 clusters Score -3516286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3516302.000000 Penalty: 5104.769531
	Iteration 42Q: 3 clusters Score -3516302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3516312.000000 Penalty: 5104.769531
	Iteration 43Q: 3 clusters Score -3516312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3516320.750000 Penalty: 5104.769531
	Iteration 44Q: 3 clusters Score -3516321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3516321.250000 Penalty: 5104.769531
	Iteration 45Q: 3 clusters Score -3516321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3516329.750000 Penalty: 5104.769531
	Iteration 46Q: 3 clusters Score -3516330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3516331.500000 Penalty: 5104.769531
	Iteration 47Q: 3 clusters Score -3516332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3516339.250000 Penalty: 5104.769531
	Iteration 48Q: 3 clusters Score -3516339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3516333.250000 Penalty: 5104.769531
	Iteration 49Q: 3 clusters Score -3516333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3516339.750000 Penalty: 5104.769531
	Iteration 50Q: 3 clusters Score -3516340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3516333.500000 Penalty: 5104.769531
	Iteration 51Q: 3 clusters Score -3516334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3516342.750000 Penalty: 5104.769531
	Iteration 52Q: 3 clusters Score -3516343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3516343.750000 Penalty: 5104.769531
	Iteration 53Q: 3 clusters Score -3516344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3516342.000000 Penalty: 5104.769531
	Iteration 54Q: 3 clusters Score -3516342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3516342.250000 Penalty: 5104.769531
	Iteration 55Q: 3 clusters Score -3516342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3516342.250000 Penalty: 5104.769531
	Iteration 56F: 3 clusters Score -3516342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -212653.609375 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -212653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210101.593750 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -210101.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210535.515625 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -210535.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -210661.234375 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -210661.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210723.500000 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -210723.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -210757.812500 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -210757.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -210778.812500 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -210778.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210796.890625 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -210796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -210811.062500 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -210811.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -210827.218750 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -210827.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -210839.015625 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -210839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210848.296875 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -210848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210854.093750 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -210854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210860.750000 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -210860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210863.250000 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -210863.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -210864.390625 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -210864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210866.890625 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -210866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -210869.453125 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -210869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210871.375000 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -210871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -210871.875000 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -210871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210872.250000 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -210872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -210873.187500 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -210873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -210874.484375 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -210874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -210875.812500 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -210875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -210876.234375 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -210876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -210876.234375 Penalty: 3731.378906
	Iteration 24F: 3 clusters Score -210876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Entering Unmasked Estep 
Score: -4772453.000000 Penalty: 2630.205811
	Iteration 0F: 2 clusters Score -4772453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4745049.000000 Penalty: 5260.411621
	Iteration 0F: 3 clusters Score -4745049 nChanged 18561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4755504.000000 Penalty: 5260.411621
	Iteration 1F: 3 clusters Score -4755504 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4756218.000000 Penalty: 5260.411621
	Iteration 2Q: 3 clusters Score -4756218 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4757055.500000 Penalty: 5260.411621
	Iteration 3Q: 3 clusters Score -4757056 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4758049.500000 Penalty: 5260.411621
	Iteration 4Q: 3 clusters Score -4758050 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4759162.500000 Penalty: 5260.411621
	Iteration 5F: 3 clusters Score -4759162 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4760432.000000 Penalty: 5260.411621
	Iteration 6F: 3 clusters Score -4760432 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4761823.000000 Penalty: 5260.411621
	Iteration 7F: 3 clusters Score -4761823 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4763282.500000 Penalty: 5260.411621
	Iteration 8F: 3 clusters Score -4763282 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4764685.000000 Penalty: 5260.411621
	Iteration 9F: 3 clusters Score -4764685 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4765641.000000 Penalty: 5260.411621
	Iteration 10Q: 3 clusters Score -4765641 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4766211.000000 Penalty: 5260.411621
	Iteration 11Q: 3 clusters Score -4766211 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4766554.000000 Penalty: 5260.411621
	Iteration 12Q: 3 clusters Score -4766554 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4766773.500000 Penalty: 5260.411621
	Iteration 13Q: 3 clusters Score -4766774 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4766920.000000 Penalty: 5260.411621
	Iteration 14Q: 3 clusters Score -4766920 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -4767040.000000 Penalty: 5260.411621
	Iteration 15Q: 3 clusters Score -4767040 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4767152.500000 Penalty: 5260.411621
	Iteration 16Q: 3 clusters Score -4767152 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4767260.500000 Penalty: 5260.411621
	Iteration 17Q: 3 clusters Score -4767260 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4767372.000000 Penalty: 5260.411621
	Iteration 18Q: 3 clusters Score -4767372 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4767474.000000 Penalty: 5260.411621
	Iteration 19Q: 3 clusters Score -4767474 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4767605.500000 Penalty: 5260.411621
	Iteration 20F: 3 clusters Score -4767606 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4767709.000000 Penalty: 5260.411621
	Iteration 21Q: 3 clusters Score -4767709 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4767809.000000 Penalty: 5260.411621
	Iteration 22Q: 3 clusters Score -4767809 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4767932.000000 Penalty: 5260.411621
	Iteration 23Q: 3 clusters Score -4767932 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4768064.500000 Penalty: 5260.411621
	Iteration 24Q: 3 clusters Score -4768064 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4768215.000000 Penalty: 5260.411621
	Iteration 25Q: 3 clusters Score -4768215 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4768327.000000 Penalty: 5260.411621
	Iteration 26Q: 3 clusters Score -4768327 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4768430.500000 Penalty: 5260.411621
	Iteration 27Q: 3 clusters Score -4768430 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -4768551.500000 Penalty: 5260.411621
	Iteration 28Q: 3 clusters Score -4768552 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4768655.500000 Penalty: 5260.411621
	Iteration 29Q: 3 clusters Score -4768656 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4768789.500000 Penalty: 5260.411621
	Iteration 30Q: 3 clusters Score -4768790 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -4768930.500000 Penalty: 5260.411621
	Iteration 31Q: 3 clusters Score -4768930 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4769050.500000 Penalty: 5260.411621
	Iteration 32Q: 3 clusters Score -4769050 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4769132.500000 Penalty: 5260.411621
	Iteration 33Q: 3 clusters Score -4769132 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4769255.000000 Penalty: 5260.411621
	Iteration 34Q: 3 clusters Score -4769255 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4769339.000000 Penalty: 5260.411621
	Iteration 35Q: 3 clusters Score -4769339 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4769412.500000 Penalty: 5260.411621
	Iteration 36Q: 3 clusters Score -4769412 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -4769509.500000 Penalty: 5260.411621
	Iteration 37Q: 3 clusters Score -4769510 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4769583.000000 Penalty: 5260.411621
	Iteration 38Q: 3 clusters Score -4769583 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4769674.000000 Penalty: 5260.411621
	Iteration 39Q: 3 clusters Score -4769674 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4769757.000000 Penalty: 5260.411621
	Iteration 40F: 3 clusters Score -4769757 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4769802.000000 Penalty: 5260.411621
	Iteration 41Q: 3 clusters Score -4769802 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4769888.000000 Penalty: 5260.411621
	Iteration 42Q: 3 clusters Score -4769888 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4769927.500000 Penalty: 5260.411621
	Iteration 43Q: 3 clusters Score -4769928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4769959.000000 Penalty: 5260.411621
	Iteration 44Q: 3 clusters Score -4769959 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4769989.500000 Penalty: 5260.411621
	Iteration 45Q: 3 clusters Score -4769990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4770030.000000 Penalty: 5260.411621
	Iteration 46Q: 3 clusters Score -4770030 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4770058.500000 Penalty: 5260.411621
	Iteration 47Q: 3 clusters Score -4770058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4770100.000000 Penalty: 5260.411621
	Iteration 48Q: 3 clusters Score -4770100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -4770125.500000 Penalty: 5260.411621
	Iteration 49Q: 3 clusters Score -4770126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4770146.500000 Penalty: 5260.411621
	Iteration 50Q: 3 clusters Score -4770146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4770179.000000 Penalty: 5260.411621
	Iteration 51Q: 3 clusters Score -4770179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4770172.500000 Penalty: 5260.411621
	Iteration 52Q: 3 clusters Score -4770172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4770179.000000 Penalty: 5260.411621
	Iteration 53Q: 3 clusters Score -4770179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4770190.000000 Penalty: 5260.411621
	Iteration 54Q: 3 clusters Score -4770190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4770215.500000 Penalty: 5260.411621
	Iteration 55Q: 3 clusters Score -4770216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4770219.500000 Penalty: 5260.411621
	Iteration 56Q: 3 clusters Score -4770220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -4770245.500000 Penalty: 5260.411621
	Iteration 57Q: 3 clusters Score -4770246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -4770248.500000 Penalty: 5260.411621
	Iteration 58Q: 3 clusters Score -4770248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4770255.500000 Penalty: 5260.411621
	Iteration 59Q: 3 clusters Score -4770256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4770257.500000 Penalty: 5260.411621
	Iteration 60F: 3 clusters Score -4770258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4770261.500000 Penalty: 5260.411621
	Iteration 61Q: 3 clusters Score -4770262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4770266.000000 Penalty: 5260.411621
	Iteration 62Q: 3 clusters Score -4770266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4770264.500000 Penalty: 5260.411621
	Iteration 63Q: 3 clusters Score -4770264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4770264.500000 Penalty: 5260.411621
	Iteration 64Q: 3 clusters Score -4770264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4770273.000000 Penalty: 5260.411621
	Iteration 65Q: 3 clusters Score -4770273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4770275.500000 Penalty: 5260.411621
	Iteration 66Q: 3 clusters Score -4770276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4770279.500000 Penalty: 5260.411621
	Iteration 67Q: 3 clusters Score -4770280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4770273.500000 Penalty: 5260.411621
	Iteration 68Q: 3 clusters Score -4770274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4770287.000000 Penalty: 5260.411621
	Iteration 69Q: 3 clusters Score -4770287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4770288.500000 Penalty: 5260.411621
	Iteration 70Q: 3 clusters Score -4770288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4770292.500000 Penalty: 5260.411621
	Iteration 71Q: 3 clusters Score -4770292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4770288.000000 Penalty: 5260.411621
	Iteration 72Q: 3 clusters Score -4770288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4770299.500000 Penalty: 5260.411621
	Iteration 73Q: 3 clusters Score -4770300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4770305.500000 Penalty: 5260.411621
	Iteration 74Q: 3 clusters Score -4770306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4770309.500000 Penalty: 5260.411621
	Iteration 75Q: 3 clusters Score -4770310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4770319.500000 Penalty: 5260.411621
	Iteration 76Q: 3 clusters Score -4770320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -4770324.000000 Penalty: 5260.411621
	Iteration 77Q: 3 clusters Score -4770324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4770338.500000 Penalty: 5260.411621
	Iteration 78Q: 3 clusters Score -4770338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4770332.500000 Penalty: 5260.411621
	Iteration 79Q: 3 clusters Score -4770332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4770350.500000 Penalty: 5260.411621
	Iteration 80F: 3 clusters Score -4770350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4770347.500000 Penalty: 5260.411621
	Iteration 81Q: 3 clusters Score -4770348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4770360.500000 Penalty: 5260.411621
	Iteration 82Q: 3 clusters Score -4770360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4770358.500000 Penalty: 5260.411621
	Iteration 83Q: 3 clusters Score -4770358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4770355.500000 Penalty: 5260.411621
	Iteration 84Q: 3 clusters Score -4770356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4770353.500000 Penalty: 5260.411621
	Iteration 85Q: 3 clusters Score -4770354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4770353.500000 Penalty: 5260.411621
	Iteration 86Q: 3 clusters Score -4770354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4770354.000000 Penalty: 5260.411621
	Iteration 87Q: 3 clusters Score -4770354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4770354.000000 Penalty: 5260.411621
	Iteration 88F: 3 clusters Score -4770354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -268027.812500 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -268027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -265171.406250 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -265171.4 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -266047.281250 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -266047.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266595.875000 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -266595.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -267050.562500 Penalty: 3865.209961
	Iteration 3F: 3 clusters Score -267050.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -267314.000000 Penalty: 3865.209961
	Iteration 4F: 3 clusters Score -267314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -267471.437500 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -267471.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -267564.500000 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -267564.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -267607.375000 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -267607.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -267631.406250 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -267631.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -267636.093750 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -267636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -267641.000000 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -267641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -267643.406250 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -267643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -267644.218750 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -267644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -267644.218750 Penalty: 3865.209961
	Iteration 13F: 3 clusters Score -267644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Entering Unmasked Estep 
Score: -2257273.500000 Penalty: 2448.983643
	Iteration 0F: 2 clusters Score -2257274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2243583.750000 Penalty: 4897.967285
	Iteration 0F: 3 clusters Score -2243584 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2248256.250000 Penalty: 4897.967285
	Iteration 1F: 3 clusters Score -2248256 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2248736.250000 Penalty: 4897.967285
	Iteration 2F: 3 clusters Score -2248736 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2249185.250000 Penalty: 4897.967285
	Iteration 3F: 3 clusters Score -2249185 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2249607.250000 Penalty: 4897.967285
	Iteration 4Q: 3 clusters Score -2249607 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2249976.000000 Penalty: 4897.967285
	Iteration 5Q: 3 clusters Score -2249976 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2250386.750000 Penalty: 4897.967285
	Iteration 6Q: 3 clusters Score -2250387 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2250839.500000 Penalty: 4897.967285
	Iteration 7Q: 3 clusters Score -2250840 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2251339.750000 Penalty: 4897.967285
	Iteration 8Q: 3 clusters Score -2251340 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2251800.000000 Penalty: 4897.967285
	Iteration 9Q: 3 clusters Score -2251800 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2252248.500000 Penalty: 4897.967285
	Iteration 10Q: 3 clusters Score -2252248 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2252646.500000 Penalty: 4897.967285
	Iteration 11Q: 3 clusters Score -2252646 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2252964.250000 Penalty: 4897.967285
	Iteration 12Q: 3 clusters Score -2252964 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2253294.000000 Penalty: 4897.967285
	Iteration 13Q: 3 clusters Score -2253294 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2253585.500000 Penalty: 4897.967285
	Iteration 14Q: 3 clusters Score -2253586 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2253857.500000 Penalty: 4897.967285
	Iteration 15Q: 3 clusters Score -2253858 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2254136.000000 Penalty: 4897.967285
	Iteration 16Q: 3 clusters Score -2254136 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2254458.000000 Penalty: 4897.967285
	Iteration 17Q: 3 clusters Score -2254458 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2254865.750000 Penalty: 4897.967285
	Iteration 18Q: 3 clusters Score -2254866 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2255343.500000 Penalty: 4897.967285
	Iteration 19Q: 3 clusters Score -2255344 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2255782.500000 Penalty: 4897.967285
	Iteration 20F: 3 clusters Score -2255782 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2256180.250000 Penalty: 4897.967285
	Iteration 21Q: 3 clusters Score -2256180 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2256445.500000 Penalty: 4897.967285
	Iteration 22Q: 3 clusters Score -2256446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2256603.500000 Penalty: 4897.967285
	Iteration 23Q: 3 clusters Score -2256604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2256678.500000 Penalty: 4897.967285
	Iteration 24Q: 3 clusters Score -2256678 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2256722.250000 Penalty: 4897.967285
	Iteration 25Q: 3 clusters Score -2256722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2256747.500000 Penalty: 4897.967285
	Iteration 26Q: 3 clusters Score -2256748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2256764.500000 Penalty: 4897.967285
	Iteration 27Q: 3 clusters Score -2256764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2256769.000000 Penalty: 4897.967285
	Iteration 28Q: 3 clusters Score -2256769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2256783.250000 Penalty: 4897.967285
	Iteration 29Q: 3 clusters Score -2256783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2256794.250000 Penalty: 4897.967285
	Iteration 30Q: 3 clusters Score -2256794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2256794.250000 Penalty: 4897.967285
	Iteration 31Q: 3 clusters Score -2256794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2256792.000000 Penalty: 4897.967285
	Iteration 32Q: 3 clusters Score -2256792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2256792.250000 Penalty: 4897.967285
	Iteration 33Q: 3 clusters Score -2256792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2256790.750000 Penalty: 4897.967285
	Iteration 34Q: 3 clusters Score -2256791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2256792.000000 Penalty: 4897.967285
	Iteration 35Q: 3 clusters Score -2256792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2256788.250000 Penalty: 4897.967285
	Iteration 36Q: 3 clusters Score -2256788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2256788.250000 Penalty: 4897.967285
	Iteration 37Q: 3 clusters Score -2256788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2256789.000000 Penalty: 4897.967285
	Iteration 38Q: 3 clusters Score -2256789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2256789.500000 Penalty: 4897.967285
	Iteration 39F: 3 clusters Score -2256790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2256789.500000 Penalty: 4897.967285
	Iteration 40F: 3 clusters Score -2256790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -97296.601562 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -97296.6 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 419 members 
Entering Unmasked Estep 
Score: -95447.632812 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -95447.63 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95697.617188 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -95697.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95762.648438 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -95762.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95780.734375 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -95780.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95793.320312 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -95793.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95799.968750 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -95799.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95803.039062 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -95803.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95808.875000 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -95808.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95812.632812 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -95812.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95821.968750 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -95821.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95827.226562 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -95827.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95830.656250 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -95830.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95833.750000 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -95833.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95833.750000 Penalty: 3349.125977
	Iteration 13F: 3 clusters Score -95833.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Entering Unmasked Estep 
Score: -1408873.625000 Penalty: 2346.448975
	Iteration 0F: 2 clusters Score -1408874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1399416.125000 Penalty: 4692.897949
	Iteration 0F: 3 clusters Score -1399416 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1402308.375000 Penalty: 4692.897949
	Iteration 1F: 3 clusters Score -1402308 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1402683.000000 Penalty: 4692.897949
	Iteration 2F: 3 clusters Score -1402683 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1402971.250000 Penalty: 4692.897949
	Iteration 3F: 3 clusters Score -1402971 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1403238.875000 Penalty: 4692.897949
	Iteration 4Q: 3 clusters Score -1403239 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1403481.625000 Penalty: 4692.897949
	Iteration 5Q: 3 clusters Score -1403482 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1403759.125000 Penalty: 4692.897949
	Iteration 6Q: 3 clusters Score -1403759 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1404079.500000 Penalty: 4692.897949
	Iteration 7Q: 3 clusters Score -1404080 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1404454.375000 Penalty: 4692.897949
	Iteration 8Q: 3 clusters Score -1404454 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1404850.750000 Penalty: 4692.897949
	Iteration 9Q: 3 clusters Score -1404851 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1405244.125000 Penalty: 4692.897949
	Iteration 10Q: 3 clusters Score -1405244 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1405593.625000 Penalty: 4692.897949
	Iteration 11Q: 3 clusters Score -1405594 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1405903.500000 Penalty: 4692.897949
	Iteration 12Q: 3 clusters Score -1405904 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1406203.500000 Penalty: 4692.897949
	Iteration 13Q: 3 clusters Score -1406204 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1406496.750000 Penalty: 4692.897949
	Iteration 14Q: 3 clusters Score -1406497 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1406716.375000 Penalty: 4692.897949
	Iteration 15Q: 3 clusters Score -1406716 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1406922.625000 Penalty: 4692.897949
	Iteration 16Q: 3 clusters Score -1406923 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1407109.125000 Penalty: 4692.897949
	Iteration 17Q: 3 clusters Score -1407109 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1407261.125000 Penalty: 4692.897949
	Iteration 18Q: 3 clusters Score -1407261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1407366.250000 Penalty: 4692.897949
	Iteration 19Q: 3 clusters Score -1407366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1407419.625000 Penalty: 4692.897949
	Iteration 20F: 3 clusters Score -1407420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1407468.750000 Penalty: 4692.897949
	Iteration 21Q: 3 clusters Score -1407469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1407490.250000 Penalty: 4692.897949
	Iteration 22Q: 3 clusters Score -1407490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1407506.250000 Penalty: 4692.897949
	Iteration 23Q: 3 clusters Score -1407506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1407529.000000 Penalty: 4692.897949
	Iteration 24Q: 3 clusters Score -1407529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1407544.000000 Penalty: 4692.897949
	Iteration 25Q: 3 clusters Score -1407544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1407550.375000 Penalty: 4692.897949
	Iteration 26Q: 3 clusters Score -1407550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1407555.625000 Penalty: 4692.897949
	Iteration 27Q: 3 clusters Score -1407556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1407560.000000 Penalty: 4692.897949
	Iteration 28Q: 3 clusters Score -1407560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1407562.250000 Penalty: 4692.897949
	Iteration 29Q: 3 clusters Score -1407562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1407568.250000 Penalty: 4692.897949
	Iteration 30Q: 3 clusters Score -1407568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1407570.000000 Penalty: 4692.897949
	Iteration 31Q: 3 clusters Score -1407570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1407571.625000 Penalty: 4692.897949
	Iteration 32Q: 3 clusters Score -1407572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1407575.875000 Penalty: 4692.897949
	Iteration 33Q: 3 clusters Score -1407576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1407579.500000 Penalty: 4692.897949
	Iteration 34Q: 3 clusters Score -1407580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1407585.000000 Penalty: 4692.897949
	Iteration 35Q: 3 clusters Score -1407585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1407584.000000 Penalty: 4692.897949
	Iteration 36Q: 3 clusters Score -1407584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1407585.250000 Penalty: 4692.897949
	Iteration 37Q: 3 clusters Score -1407585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1407587.000000 Penalty: 4692.897949
	Iteration 38Q: 3 clusters Score -1407587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1407585.250000 Penalty: 4692.897949
	Iteration 39Q: 3 clusters Score -1407585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1407585.375000 Penalty: 4692.897949
	Iteration 40F: 3 clusters Score -1407585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45890.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45890.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44416.316406 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44416.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44630.246094 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44630.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44752.867188 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -44752.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44871.410156 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44871.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44927.296875 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44967.941406 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44967.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44986.398438 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44989.660156 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -44989.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44990.652344 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -44990.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44990.652344 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -44990.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45507.015625 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45507.02 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: -44094.859375 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -44094.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44245.207031 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44245.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44279.257812 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -44279.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44312.148438 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -44312.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44319.886719 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44319.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44326.976562 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44326.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44333.554688 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44333.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44336.859375 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44336.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44336.859375 Penalty: 3027.977295
	Iteration 8F: 3 clusters Score -44336.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -84225.804688 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -84225.8 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 412 members 
Entering Unmasked Estep 
Score: -82428.843750 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -82428.84 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82648.492188 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -82648.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82725.382812 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -82725.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82762.937500 Penalty: 3299.820068
	Iteration 3Q: 3 clusters Score -82762.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82789.828125 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -82789.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82814.742188 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -82814.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82831.726562 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -82831.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82846.835938 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -82846.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82852.414062 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -82852.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82857.929688 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -82857.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82863.515625 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -82863.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82865.312500 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -82865.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82866.578125 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -82866.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82866.578125 Penalty: 3299.820068
	Iteration 13F: 3 clusters Score -82866.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51936.675781 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50360.476562 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50360.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50549.933594 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50549.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50612.109375 Penalty: 3110.410156
	Iteration 2Q: 3 clusters Score -50612.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50655.109375 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50655.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50766.773438 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50766.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51126.386719 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -51126.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51243.421875 Penalty: 3110.410156
	Iteration 6F: 3 clusters Score -51243.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51315.109375 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -51315.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51364.066406 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51364.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51416.816406 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51416.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51470.859375 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51470.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51499.484375 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51499.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51507.675781 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -51507.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51515.257812 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -51515.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51536.835938 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -51536.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51540.070312 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -51540.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51542.937500 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -51542.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51542.937500 Penalty: 3110.410156
	Iteration 17F: 3 clusters Score -51542.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -89575.421875 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -89575.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87709.070312 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -87709.07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88089.406250 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -88089.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88239.726562 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -88239.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88394.765625 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -88394.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88611.859375 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -88611.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88802.062500 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -88802.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88992.476562 Penalty: 3378.377197
	Iteration 6F: 3 clusters Score -88992.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89154.984375 Penalty: 3378.377197
	Iteration 7F: 3 clusters Score -89154.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89279.890625 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -89279.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89377.000000 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -89377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89458.476562 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -89458.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89555.742188 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -89555.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89618.000000 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -89618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -89695.617188 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -89695.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -89737.000000 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -89737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89749.898438 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -89749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -89752.164062 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -89752.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89753.507812 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -89753.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89753.507812 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -89753.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222180 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57550 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77864 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208734 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194588 members 
Mstep: Class 12 contains 53476 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 163905 members 
Mstep: Class 16 contains 307657 members 
Mstep: Class 17 contains 77205 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 29492 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40363 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 545 members 
Entering Unmasked Estep 
Score: -183986880.000000 Penalty: 109879.187500
Splitting cluster 30 changes total score from -183988720.000000 to -183986880.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222180 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57550 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77864 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208734 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194588 members 
Mstep: Class 12 contains 53476 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 163905 members 
Mstep: Class 16 contains 307657 members 
Mstep: Class 17 contains 77205 members 
Mstep: Class 18 contains 21001 members 
Mstep: Class 19 contains 29492 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40363 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988688.000000 Penalty: 106334.703125
Iteration 159Q: 31 clusters Score -1.839887e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222102 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57564 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 208812 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194607 members 
Mstep: Class 12 contains 53463 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 163897 members 
Mstep: Class 16 contains 307619 members 
Mstep: Class 17 contains 77230 members 
Mstep: Class 18 contains 21016 members 
Mstep: Class 19 contains 29489 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40379 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19432 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12848 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988944.000000 Penalty: 106334.703125
Iteration 160F: 31 clusters Score -1.839889e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 222012 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57572 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77829 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208878 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194612 members 
Mstep: Class 12 contains 53464 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 163881 members 
Mstep: Class 16 contains 307632 members 
Mstep: Class 17 contains 77240 members 
Mstep: Class 18 contains 21034 members 
Mstep: Class 19 contains 29490 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40390 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19433 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 775 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988784.000000 Penalty: 106334.703125
Iteration 161Q: 31 clusters Score -1.839888e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221937 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57580 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77812 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 208958 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194637 members 
Mstep: Class 12 contains 53455 members 
Mstep: Class 13 contains 83697 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 163867 members 
Mstep: Class 16 contains 307609 members 
Mstep: Class 17 contains 77255 members 
Mstep: Class 18 contains 21050 members 
Mstep: Class 19 contains 29489 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40393 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19431 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12837 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988816.000000 Penalty: 106334.703125
Iteration 162Q: 31 clusters Score -1.839888e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221828 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57587 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77797 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209036 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194675 members 
Mstep: Class 12 contains 53449 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 163862 members 
Mstep: Class 16 contains 307594 members 
Mstep: Class 17 contains 77265 members 
Mstep: Class 18 contains 21065 members 
Mstep: Class 19 contains 29491 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40399 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19426 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 12836 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988944.000000 Penalty: 106334.703125
Iteration 163Q: 31 clusters Score -1.839889e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221746 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 57594 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77768 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209106 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194695 members 
Mstep: Class 12 contains 53453 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 163845 members 
Mstep: Class 16 contains 307613 members 
Mstep: Class 17 contains 77270 members 
Mstep: Class 18 contains 21076 members 
Mstep: Class 19 contains 29483 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40404 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19423 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12834 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989008.000000 Penalty: 106334.703125
Iteration 164Q: 31 clusters Score -1.83989e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221668 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 57612 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77753 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209178 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194724 members 
Mstep: Class 12 contains 53460 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 163845 members 
Mstep: Class 16 contains 307559 members 
Mstep: Class 17 contains 77273 members 
Mstep: Class 18 contains 21086 members 
Mstep: Class 19 contains 29483 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40412 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19422 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12832 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988800.000000 Penalty: 106334.703125
Iteration 165Q: 31 clusters Score -1.839888e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221594 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 57636 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77734 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209230 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194726 members 
Mstep: Class 12 contains 53465 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 163841 members 
Mstep: Class 16 contains 307545 members 
Mstep: Class 17 contains 77281 members 
Mstep: Class 18 contains 21099 members 
Mstep: Class 19 contains 29491 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40416 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19420 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988752.000000 Penalty: 106334.703125
Iteration 166Q: 31 clusters Score -1.839888e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221525 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57650 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77714 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209276 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194739 members 
Mstep: Class 12 contains 53464 members 
Mstep: Class 13 contains 83697 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 163828 members 
Mstep: Class 16 contains 307552 members 
Mstep: Class 17 contains 77279 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 29500 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40424 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19418 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12832 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988704.000000 Penalty: 106334.703125
Iteration 167Q: 31 clusters Score -1.839887e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221456 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57670 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77696 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209337 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194745 members 
Mstep: Class 12 contains 53463 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 163831 members 
Mstep: Class 16 contains 307542 members 
Mstep: Class 17 contains 77270 members 
Mstep: Class 18 contains 21115 members 
Mstep: Class 19 contains 29502 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40430 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19420 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12833 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988880.000000 Penalty: 106334.703125
Iteration 168Q: 31 clusters Score -1.839889e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221350 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57688 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 77679 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209393 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194759 members 
Mstep: Class 12 contains 53467 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 163829 members 
Mstep: Class 16 contains 307565 members 
Mstep: Class 17 contains 77263 members 
Mstep: Class 18 contains 21120 members 
Mstep: Class 19 contains 29516 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40435 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19417 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12834 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988800.000000 Penalty: 106334.703125
Iteration 169Q: 31 clusters Score -1.839888e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221263 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57704 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 77661 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209448 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194802 members 
Mstep: Class 12 contains 53474 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 163842 members 
Mstep: Class 16 contains 307547 members 
Mstep: Class 17 contains 77256 members 
Mstep: Class 18 contains 21123 members 
Mstep: Class 19 contains 29517 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19413 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988592.000000 Penalty: 106334.703125
Iteration 170Q: 31 clusters Score -1.839886e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221187 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57717 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 77640 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209493 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194821 members 
Mstep: Class 12 contains 53480 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 163859 members 
Mstep: Class 16 contains 307530 members 
Mstep: Class 17 contains 77259 members 
Mstep: Class 18 contains 21133 members 
Mstep: Class 19 contains 29518 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40440 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988672.000000 Penalty: 106334.703125
Iteration 171Q: 31 clusters Score -1.839887e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 221086 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57736 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77620 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209530 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194840 members 
Mstep: Class 12 contains 53486 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 163889 members 
Mstep: Class 16 contains 307537 members 
Mstep: Class 17 contains 77262 members 
Mstep: Class 18 contains 21143 members 
Mstep: Class 19 contains 29513 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40442 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988544.000000 Penalty: 106334.703125
Iteration 172Q: 31 clusters Score -1.839885e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220956 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57746 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77600 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209567 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194848 members 
Mstep: Class 12 contains 53498 members 
Mstep: Class 13 contains 83697 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 163929 members 
Mstep: Class 16 contains 307556 members 
Mstep: Class 17 contains 77264 members 
Mstep: Class 18 contains 21156 members 
Mstep: Class 19 contains 29515 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40452 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988528.000000 Penalty: 106334.703125
Iteration 173Q: 31 clusters Score -1.839885e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220848 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 57759 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77579 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209594 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194856 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 163965 members 
Mstep: Class 16 contains 307588 members 
Mstep: Class 17 contains 77270 members 
Mstep: Class 18 contains 21162 members 
Mstep: Class 19 contains 29515 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40454 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19404 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988432.000000 Penalty: 106334.703125
Iteration 174Q: 31 clusters Score -1.839884e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220746 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7756 members 
Mstep: Class 4 contains 57767 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 77555 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209648 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194881 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 164004 members 
Mstep: Class 16 contains 307574 members 
Mstep: Class 17 contains 77272 members 
Mstep: Class 18 contains 21171 members 
Mstep: Class 19 contains 29518 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19404 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988288.000000 Penalty: 106334.703125
Iteration 175Q: 31 clusters Score -1.839883e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220639 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 57778 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 77522 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209697 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194904 members 
Mstep: Class 12 contains 53505 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 164072 members 
Mstep: Class 16 contains 307560 members 
Mstep: Class 17 contains 77274 members 
Mstep: Class 18 contains 21175 members 
Mstep: Class 19 contains 29511 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40464 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988224.000000 Penalty: 106334.703125
Iteration 176Q: 31 clusters Score -1.839882e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220519 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7753 members 
Mstep: Class 4 contains 57776 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77502 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209742 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194930 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 164119 members 
Mstep: Class 16 contains 307579 members 
Mstep: Class 17 contains 77272 members 
Mstep: Class 18 contains 21185 members 
Mstep: Class 19 contains 29507 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19403 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988304.000000 Penalty: 106334.703125
Iteration 177Q: 31 clusters Score -1.839883e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220419 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57787 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77489 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209802 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 194980 members 
Mstep: Class 12 contains 53513 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 164182 members 
Mstep: Class 16 contains 307513 members 
Mstep: Class 17 contains 77271 members 
Mstep: Class 18 contains 21189 members 
Mstep: Class 19 contains 29503 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40456 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988224.000000 Penalty: 106334.703125
Iteration 178Q: 31 clusters Score -1.839882e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57800 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77472 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209838 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195014 members 
Mstep: Class 12 contains 53513 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 164232 members 
Mstep: Class 16 contains 307499 members 
Mstep: Class 17 contains 77277 members 
Mstep: Class 18 contains 21196 members 
Mstep: Class 19 contains 29506 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 40453 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988512.000000 Penalty: 106334.703125
Iteration 179Q: 31 clusters Score -1.839885e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220202 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57809 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77450 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209878 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195063 members 
Mstep: Class 12 contains 53517 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 164251 members 
Mstep: Class 16 contains 307484 members 
Mstep: Class 17 contains 77282 members 
Mstep: Class 18 contains 21209 members 
Mstep: Class 19 contains 29506 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 40455 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19395 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988688.000000 Penalty: 106334.703125
Iteration 180F: 31 clusters Score -1.839887e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 220089 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57815 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77428 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 209898 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195119 members 
Mstep: Class 12 contains 53515 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 164281 members 
Mstep: Class 16 contains 307470 members 
Mstep: Class 17 contains 77296 members 
Mstep: Class 18 contains 21224 members 
Mstep: Class 19 contains 29516 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988944.000000 Penalty: 106334.703125
Iteration 181Q: 31 clusters Score -1.839889e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219993 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57815 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77412 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 209938 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195164 members 
Mstep: Class 12 contains 53519 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 164302 members 
Mstep: Class 16 contains 307472 members 
Mstep: Class 17 contains 77301 members 
Mstep: Class 18 contains 21228 members 
Mstep: Class 19 contains 29515 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19394 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 776 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988928.000000 Penalty: 106334.703125
Iteration 182Q: 31 clusters Score -1.839889e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219884 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57824 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77387 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 209989 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195222 members 
Mstep: Class 12 contains 53516 members 
Mstep: Class 13 contains 83700 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 164323 members 
Mstep: Class 16 contains 307471 members 
Mstep: Class 17 contains 77302 members 
Mstep: Class 18 contains 21236 members 
Mstep: Class 19 contains 29511 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40460 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988752.000000 Penalty: 106334.703125
Iteration 183Q: 31 clusters Score -1.839888e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219776 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 57835 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77359 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210033 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195277 members 
Mstep: Class 12 contains 53516 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 164353 members 
Mstep: Class 16 contains 307447 members 
Mstep: Class 17 contains 77312 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 19 contains 29507 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40459 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988880.000000 Penalty: 106334.703125
Iteration 184Q: 31 clusters Score -1.839889e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219687 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 57844 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77343 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210066 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195312 members 
Mstep: Class 12 contains 53519 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 164375 members 
Mstep: Class 16 contains 307430 members 
Mstep: Class 17 contains 77329 members 
Mstep: Class 18 contains 21256 members 
Mstep: Class 19 contains 29512 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19385 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988720.000000 Penalty: 106334.703125
Iteration 185Q: 31 clusters Score -1.839887e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219611 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 57859 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77325 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210100 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195331 members 
Mstep: Class 12 contains 53519 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 164415 members 
Mstep: Class 16 contains 307396 members 
Mstep: Class 17 contains 77351 members 
Mstep: Class 18 contains 21270 members 
Mstep: Class 19 contains 29516 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40445 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988752.000000 Penalty: 106334.703125
Iteration 186Q: 31 clusters Score -1.839888e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219532 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 57868 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77309 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210127 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195361 members 
Mstep: Class 12 contains 53523 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 164428 members 
Mstep: Class 16 contains 307378 members 
Mstep: Class 17 contains 77371 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 19 contains 29518 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988672.000000 Penalty: 106334.703125
Iteration 187Q: 31 clusters Score -1.839887e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219454 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57875 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 77294 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210159 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195403 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 164440 members 
Mstep: Class 16 contains 307363 members 
Mstep: Class 17 contains 77382 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 19 contains 29523 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 40440 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988688.000000 Penalty: 106334.703125
Iteration 188Q: 31 clusters Score -1.839887e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219376 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57876 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77283 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210192 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195458 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10842 members 
Mstep: Class 15 contains 164447 members 
Mstep: Class 16 contains 307333 members 
Mstep: Class 17 contains 77395 members 
Mstep: Class 18 contains 21303 members 
Mstep: Class 19 contains 29519 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19381 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12810 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988464.000000 Penalty: 106334.703125
Iteration 189Q: 31 clusters Score -1.839885e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219291 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57891 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77280 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210218 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195505 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 164462 members 
Mstep: Class 16 contains 307311 members 
Mstep: Class 17 contains 77398 members 
Mstep: Class 18 contains 21305 members 
Mstep: Class 19 contains 29522 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40449 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19380 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988432.000000 Penalty: 106334.703125
Iteration 190Q: 31 clusters Score -1.839884e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219233 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57894 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77264 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210224 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195542 members 
Mstep: Class 12 contains 53524 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164455 members 
Mstep: Class 16 contains 307335 members 
Mstep: Class 17 contains 77403 members 
Mstep: Class 18 contains 21313 members 
Mstep: Class 19 contains 29523 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19379 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988304.000000 Penalty: 106334.703125
Iteration 191Q: 31 clusters Score -1.839883e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219177 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57912 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77246 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210235 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195570 members 
Mstep: Class 12 contains 53521 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 164446 members 
Mstep: Class 16 contains 307351 members 
Mstep: Class 17 contains 77407 members 
Mstep: Class 18 contains 21318 members 
Mstep: Class 19 contains 29527 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19378 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988544.000000 Penalty: 106334.703125
Iteration 192Q: 31 clusters Score -1.839885e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219130 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57924 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77223 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 210259 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195585 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 164455 members 
Mstep: Class 16 contains 307364 members 
Mstep: Class 17 contains 77409 members 
Mstep: Class 18 contains 21326 members 
Mstep: Class 19 contains 29531 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40442 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12813 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988384.000000 Penalty: 106334.703125
Iteration 193Q: 31 clusters Score -1.839884e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 219077 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57936 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77210 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210285 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195606 members 
Mstep: Class 12 contains 53509 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 164482 members 
Mstep: Class 16 contains 307333 members 
Mstep: Class 17 contains 77417 members 
Mstep: Class 18 contains 21335 members 
Mstep: Class 19 contains 29534 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40444 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12810 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988432.000000 Penalty: 106334.703125
Iteration 194Q: 31 clusters Score -1.839884e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218996 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57948 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77204 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210302 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195633 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 83690 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 164501 members 
Mstep: Class 16 contains 307324 members 
Mstep: Class 17 contains 77433 members 
Mstep: Class 18 contains 21340 members 
Mstep: Class 19 contains 29532 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40443 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988368.000000 Penalty: 106334.703125
Iteration 195Q: 31 clusters Score -1.839884e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218919 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57969 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77193 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210317 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195674 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 83692 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 164521 members 
Mstep: Class 16 contains 307309 members 
Mstep: Class 17 contains 77438 members 
Mstep: Class 18 contains 21343 members 
Mstep: Class 19 contains 29536 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19363 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988336.000000 Penalty: 106334.703125
Iteration 196Q: 31 clusters Score -1.839883e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218850 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 57974 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 77181 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210338 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195719 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164542 members 
Mstep: Class 16 contains 307283 members 
Mstep: Class 17 contains 77453 members 
Mstep: Class 18 contains 21344 members 
Mstep: Class 19 contains 29536 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19358 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988608.000000 Penalty: 106334.703125
Iteration 197Q: 31 clusters Score -1.839886e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218772 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57972 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77173 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210352 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195744 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164559 members 
Mstep: Class 16 contains 307292 members 
Mstep: Class 17 contains 77465 members 
Mstep: Class 18 contains 21346 members 
Mstep: Class 19 contains 29543 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40438 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19354 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988496.000000 Penalty: 106334.703125
Iteration 198Q: 31 clusters Score -1.839885e+08 nChanged 374
Entering ConstructFrom: 
Score: -183988496.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (218709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218709 members 
Entering Unmasked Estep 
Score: -25580966.000000 Penalty: 3049.283203
	Iteration 0F: 2 clusters Score -2.558097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -25435292.000000 Penalty: 6098.566406
	Iteration 0F: 3 clusters Score -2.543529e+07 nChanged 105532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -25497192.000000 Penalty: 6098.566406
	Iteration 1F: 3 clusters Score -2.549719e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 114445 members 
Entering Unmasked Estep 
Score: -25498768.000000 Penalty: 6098.566406
	Iteration 2Q: 3 clusters Score -2.549877e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -25501274.000000 Penalty: 6098.566406
	Iteration 3Q: 3 clusters Score -2.550127e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 123160 members 
Entering Unmasked Estep 
Score: -25505610.000000 Penalty: 6098.566406
	Iteration 4Q: 3 clusters Score -2.550561e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 130988 members 
Entering Unmasked Estep 
Score: -25513242.000000 Penalty: 6098.566406
	Iteration 5F: 3 clusters Score -2.551324e+07 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 141565 members 
Entering Unmasked Estep 
Score: -25525990.000000 Penalty: 6098.566406
	Iteration 6F: 3 clusters Score -2.552599e+07 nChanged 18138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -25542658.000000 Penalty: 6098.566406
	Iteration 7F: 3 clusters Score -2.554266e+07 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -25559332.000000 Penalty: 6098.566406
	Iteration 8F: 3 clusters Score -2.555933e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -25569072.000000 Penalty: 6098.566406
	Iteration 9F: 3 clusters Score -2.556907e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -25572086.000000 Penalty: 6098.566406
	Iteration 10Q: 3 clusters Score -2.557209e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -25573480.000000 Penalty: 6098.566406
	Iteration 11Q: 3 clusters Score -2.557348e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 177584 members 
Entering Unmasked Estep 
Score: -25574368.000000 Penalty: 6098.566406
	Iteration 12Q: 3 clusters Score -2.557437e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 180062 members 
Entering Unmasked Estep 
Score: -25575110.000000 Penalty: 6098.566406
	Iteration 13Q: 3 clusters Score -2.557511e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 182371 members 
Entering Unmasked Estep 
Score: -25575700.000000 Penalty: 6098.566406
	Iteration 14Q: 3 clusters Score -2.55757e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 184572 members 
Entering Unmasked Estep 
Score: -25576186.000000 Penalty: 6098.566406
	Iteration 15Q: 3 clusters Score -2.557619e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 186738 members 
Entering Unmasked Estep 
Score: -25576458.000000 Penalty: 6098.566406
	Iteration 16Q: 3 clusters Score -2.557646e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 188794 members 
Entering Unmasked Estep 
Score: -25576768.000000 Penalty: 6098.566406
	Iteration 17Q: 3 clusters Score -2.557677e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 190744 members 
Entering Unmasked Estep 
Score: -25577142.000000 Penalty: 6098.566406
	Iteration 18Q: 3 clusters Score -2.557714e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 192540 members 
Entering Unmasked Estep 
Score: -25577452.000000 Penalty: 6098.566406
	Iteration 19Q: 3 clusters Score -2.557745e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 194234 members 
Entering Unmasked Estep 
Score: -25577656.000000 Penalty: 6098.566406
	Iteration 20F: 3 clusters Score -2.557766e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -25578036.000000 Penalty: 6098.566406
	Iteration 21Q: 3 clusters Score -2.557804e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 197473 members 
Entering Unmasked Estep 
Score: -25578340.000000 Penalty: 6098.566406
	Iteration 22Q: 3 clusters Score -2.557834e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -25578638.000000 Penalty: 6098.566406
	Iteration 23Q: 3 clusters Score -2.557864e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 200344 members 
Entering Unmasked Estep 
Score: -25578804.000000 Penalty: 6098.566406
	Iteration 24Q: 3 clusters Score -2.55788e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 201507 members 
Entering Unmasked Estep 
Score: -25579010.000000 Penalty: 6098.566406
	Iteration 25Q: 3 clusters Score -2.557901e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 202549 members 
Entering Unmasked Estep 
Score: -25579060.000000 Penalty: 6098.566406
	Iteration 26Q: 3 clusters Score -2.557906e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 203498 members 
Entering Unmasked Estep 
Score: -25579208.000000 Penalty: 6098.566406
	Iteration 27Q: 3 clusters Score -2.557921e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 204379 members 
Entering Unmasked Estep 
Score: -25579414.000000 Penalty: 6098.566406
	Iteration 28Q: 3 clusters Score -2.557941e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 205149 members 
Entering Unmasked Estep 
Score: -25579446.000000 Penalty: 6098.566406
	Iteration 29Q: 3 clusters Score -2.557945e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 205839 members 
Entering Unmasked Estep 
Score: -25579584.000000 Penalty: 6098.566406
	Iteration 30Q: 3 clusters Score -2.557958e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 206464 members 
Entering Unmasked Estep 
Score: -25579612.000000 Penalty: 6098.566406
	Iteration 31Q: 3 clusters Score -2.557961e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 207043 members 
Entering Unmasked Estep 
Score: -25579742.000000 Penalty: 6098.566406
	Iteration 32Q: 3 clusters Score -2.557974e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 207593 members 
Entering Unmasked Estep 
Score: -25579830.000000 Penalty: 6098.566406
	Iteration 33Q: 3 clusters Score -2.557983e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 208088 members 
Entering Unmasked Estep 
Score: -25579768.000000 Penalty: 6098.566406
	Iteration 34Q: 3 clusters Score -2.557977e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 208544 members 
Entering Unmasked Estep 
Score: -25579818.000000 Penalty: 6098.566406
	Iteration 35Q: 3 clusters Score -2.557982e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 208944 members 
Entering Unmasked Estep 
Score: -25579894.000000 Penalty: 6098.566406
	Iteration 36Q: 3 clusters Score -2.557989e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -25579856.000000 Penalty: 6098.566406
	Iteration 37Q: 3 clusters Score -2.557986e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 209582 members 
Entering Unmasked Estep 
Score: -25579840.000000 Penalty: 6098.566406
	Iteration 38Q: 3 clusters Score -2.557984e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 209851 members 
Entering Unmasked Estep 
Score: -25579910.000000 Penalty: 6098.566406
	Iteration 39Q: 3 clusters Score -2.557991e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 210109 members 
Entering Unmasked Estep 
Score: -25579908.000000 Penalty: 6098.566406
	Iteration 40F: 3 clusters Score -2.557991e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 210350 members 
Entering Unmasked Estep 
Score: -25579956.000000 Penalty: 6098.566406
	Iteration 41Q: 3 clusters Score -2.557996e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 210591 members 
Entering Unmasked Estep 
Score: -25579974.000000 Penalty: 6098.566406
	Iteration 42Q: 3 clusters Score -2.557997e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 210789 members 
Entering Unmasked Estep 
Score: -25580006.000000 Penalty: 6098.566406
	Iteration 43Q: 3 clusters Score -2.558001e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 210977 members 
Entering Unmasked Estep 
Score: -25580010.000000 Penalty: 6098.566406
	Iteration 44Q: 3 clusters Score -2.558001e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 211123 members 
Entering Unmasked Estep 
Score: -25580024.000000 Penalty: 6098.566406
	Iteration 45Q: 3 clusters Score -2.558002e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 211250 members 
Entering Unmasked Estep 
Score: -25580038.000000 Penalty: 6098.566406
	Iteration 46Q: 3 clusters Score -2.558004e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 211370 members 
Entering Unmasked Estep 
Score: -25580094.000000 Penalty: 6098.566406
	Iteration 47Q: 3 clusters Score -2.558009e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 211499 members 
Entering Unmasked Estep 
Score: -25580094.000000 Penalty: 6098.566406
	Iteration 48Q: 3 clusters Score -2.558009e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 211618 members 
Entering Unmasked Estep 
Score: -25580104.000000 Penalty: 6098.566406
	Iteration 49Q: 3 clusters Score -2.55801e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 211737 members 
Entering Unmasked Estep 
Score: -25580100.000000 Penalty: 6098.566406
	Iteration 50Q: 3 clusters Score -2.55801e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 211845 members 
Entering Unmasked Estep 
Score: -25580084.000000 Penalty: 6098.566406
	Iteration 51Q: 3 clusters Score -2.558008e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 211954 members 
Entering Unmasked Estep 
Score: -25580102.000000 Penalty: 6098.566406
	Iteration 52Q: 3 clusters Score -2.55801e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 212048 members 
Entering Unmasked Estep 
Score: -25580074.000000 Penalty: 6098.566406
	Iteration 53Q: 3 clusters Score -2.558007e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 212133 members 
Entering Unmasked Estep 
Score: -25580078.000000 Penalty: 6098.566406
	Iteration 54Q: 3 clusters Score -2.558008e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 212215 members 
Entering Unmasked Estep 
Score: -25580072.000000 Penalty: 6098.566406
	Iteration 55Q: 3 clusters Score -2.558007e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 212296 members 
Entering Unmasked Estep 
Score: -25580082.000000 Penalty: 6098.566406
	Iteration 56Q: 3 clusters Score -2.558008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 212372 members 
Entering Unmasked Estep 
Score: -25580076.000000 Penalty: 6098.566406
	Iteration 57Q: 3 clusters Score -2.558008e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 212436 members 
Entering Unmasked Estep 
Score: -25580074.000000 Penalty: 6098.566406
	Iteration 58Q: 3 clusters Score -2.558007e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 212490 members 
Entering Unmasked Estep 
Score: -25580032.000000 Penalty: 6098.566406
	Iteration 59Q: 3 clusters Score -2.558003e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 212546 members 
Entering Unmasked Estep 
Score: -25580056.000000 Penalty: 6098.566406
	Iteration 60F: 3 clusters Score -2.558006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 212602 members 
Entering Unmasked Estep 
Score: -25580064.000000 Penalty: 6098.566406
	Iteration 61Q: 3 clusters Score -2.558006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 212657 members 
Entering Unmasked Estep 
Score: -25580060.000000 Penalty: 6098.566406
	Iteration 62Q: 3 clusters Score -2.558006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 212695 members 
Entering Unmasked Estep 
Score: -25580054.000000 Penalty: 6098.566406
	Iteration 63Q: 3 clusters Score -2.558005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 212733 members 
Entering Unmasked Estep 
Score: -25580066.000000 Penalty: 6098.566406
	Iteration 64Q: 3 clusters Score -2.558007e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 212770 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.558008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 212813 members 
Entering Unmasked Estep 
Score: -25580106.000000 Penalty: 6098.566406
	Iteration 66Q: 3 clusters Score -2.558011e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 212853 members 
Entering Unmasked Estep 
Score: -25580084.000000 Penalty: 6098.566406
	Iteration 67Q: 3 clusters Score -2.558008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 212890 members 
Entering Unmasked Estep 
Score: -25580086.000000 Penalty: 6098.566406
	Iteration 68Q: 3 clusters Score -2.558009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 212928 members 
Entering Unmasked Estep 
Score: -25580098.000000 Penalty: 6098.566406
	Iteration 69Q: 3 clusters Score -2.55801e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 212975 members 
Entering Unmasked Estep 
Score: -25580088.000000 Penalty: 6098.566406
	Iteration 70Q: 3 clusters Score -2.558009e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 213024 members 
Entering Unmasked Estep 
Score: -25580082.000000 Penalty: 6098.566406
	Iteration 71Q: 3 clusters Score -2.558008e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 213071 members 
Entering Unmasked Estep 
Score: -25580076.000000 Penalty: 6098.566406
	Iteration 72Q: 3 clusters Score -2.558008e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 213110 members 
Entering Unmasked Estep 
Score: -25580070.000000 Penalty: 6098.566406
	Iteration 73Q: 3 clusters Score -2.558007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 213148 members 
Entering Unmasked Estep 
Score: -25580078.000000 Penalty: 6098.566406
	Iteration 74Q: 3 clusters Score -2.558008e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 213200 members 
Entering Unmasked Estep 
Score: -25580056.000000 Penalty: 6098.566406
	Iteration 75Q: 3 clusters Score -2.558006e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 213250 members 
Entering Unmasked Estep 
Score: -25580088.000000 Penalty: 6098.566406
	Iteration 76Q: 3 clusters Score -2.558009e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 213300 members 
Entering Unmasked Estep 
Score: -25580050.000000 Penalty: 6098.566406
	Iteration 77Q: 3 clusters Score -2.558005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -25580052.000000 Penalty: 6098.566406
	Iteration 78Q: 3 clusters Score -2.558005e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 213393 members 
Entering Unmasked Estep 
Score: -25580042.000000 Penalty: 6098.566406
	Iteration 79Q: 3 clusters Score -2.558004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 213437 members 
Entering Unmasked Estep 
Score: -25580048.000000 Penalty: 6098.566406
	Iteration 80F: 3 clusters Score -2.558005e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 213490 members 
Entering Unmasked Estep 
Score: -25580026.000000 Penalty: 6098.566406
	Iteration 81Q: 3 clusters Score -2.558003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 213534 members 
Entering Unmasked Estep 
Score: -25579968.000000 Penalty: 6098.566406
	Iteration 82Q: 3 clusters Score -2.557997e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 213577 members 
Entering Unmasked Estep 
Score: -25580012.000000 Penalty: 6098.566406
	Iteration 83Q: 3 clusters Score -2.558001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 213620 members 
Entering Unmasked Estep 
Score: -25580054.000000 Penalty: 6098.566406
	Iteration 84Q: 3 clusters Score -2.558005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 213658 members 
Entering Unmasked Estep 
Score: -25580056.000000 Penalty: 6098.566406
	Iteration 85Q: 3 clusters Score -2.558006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 213692 members 
Entering Unmasked Estep 
Score: -25580038.000000 Penalty: 6098.566406
	Iteration 86Q: 3 clusters Score -2.558004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 213715 members 
Entering Unmasked Estep 
Score: -25580056.000000 Penalty: 6098.566406
	Iteration 87Q: 3 clusters Score -2.558006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 213734 members 
Entering Unmasked Estep 
Score: -25580060.000000 Penalty: 6098.566406
	Iteration 88Q: 3 clusters Score -2.558006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 213758 members 
Entering Unmasked Estep 
Score: -25580048.000000 Penalty: 6098.566406
	Iteration 89Q: 3 clusters Score -2.558005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 213774 members 
Entering Unmasked Estep 
Score: -25580068.000000 Penalty: 6098.566406
	Iteration 90Q: 3 clusters Score -2.558007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 213797 members 
Entering Unmasked Estep 
Score: -25580062.000000 Penalty: 6098.566406
	Iteration 91Q: 3 clusters Score -2.558006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 213825 members 
Entering Unmasked Estep 
Score: -25580070.000000 Penalty: 6098.566406
	Iteration 92Q: 3 clusters Score -2.558007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 213853 members 
Entering Unmasked Estep 
Score: -25580078.000000 Penalty: 6098.566406
	Iteration 93Q: 3 clusters Score -2.558008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 213877 members 
Entering Unmasked Estep 
Score: -25580068.000000 Penalty: 6098.566406
	Iteration 94Q: 3 clusters Score -2.558007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 213890 members 
Entering Unmasked Estep 
Score: -25580090.000000 Penalty: 6098.566406
	Iteration 95Q: 3 clusters Score -2.558009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 213904 members 
Entering Unmasked Estep 
Score: -25580068.000000 Penalty: 6098.566406
	Iteration 96Q: 3 clusters Score -2.558007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 213919 members 
Entering Unmasked Estep 
Score: -25580094.000000 Penalty: 6098.566406
	Iteration 97Q: 3 clusters Score -2.558009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 213933 members 
Entering Unmasked Estep 
Score: -25580102.000000 Penalty: 6098.566406
	Iteration 98Q: 3 clusters Score -2.55801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 213944 members 
Entering Unmasked Estep 
Score: -25580114.000000 Penalty: 6098.566406
	Iteration 99Q: 3 clusters Score -2.558011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 213952 members 
Entering Unmasked Estep 
Score: -25580106.000000 Penalty: 6098.566406
	Iteration 100F: 3 clusters Score -2.558011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 213956 members 
Entering Unmasked Estep 
Score: -25580102.000000 Penalty: 6098.566406
	Iteration 101Q: 3 clusters Score -2.55801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 213965 members 
Entering Unmasked Estep 
Score: -25580112.000000 Penalty: 6098.566406
	Iteration 102Q: 3 clusters Score -2.558011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 213974 members 
Entering Unmasked Estep 
Score: -25580126.000000 Penalty: 6098.566406
	Iteration 103Q: 3 clusters Score -2.558013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 213982 members 
Entering Unmasked Estep 
Score: -25580128.000000 Penalty: 6098.566406
	Iteration 104Q: 3 clusters Score -2.558013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 213989 members 
Entering Unmasked Estep 
Score: -25580134.000000 Penalty: 6098.566406
	Iteration 105Q: 3 clusters Score -2.558013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 213995 members 
Entering Unmasked Estep 
Score: -25580132.000000 Penalty: 6098.566406
	Iteration 106Q: 3 clusters Score -2.558013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 214000 members 
Entering Unmasked Estep 
Score: -25580116.000000 Penalty: 6098.566406
	Iteration 107Q: 3 clusters Score -2.558012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 214003 members 
Entering Unmasked Estep 
Score: -25580106.000000 Penalty: 6098.566406
	Iteration 108Q: 3 clusters Score -2.558011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 214009 members 
Entering Unmasked Estep 
Score: -25580110.000000 Penalty: 6098.566406
	Iteration 109Q: 3 clusters Score -2.558011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 214018 members 
Entering Unmasked Estep 
Score: -25580090.000000 Penalty: 6098.566406
	Iteration 110Q: 3 clusters Score -2.558009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 214026 members 
Entering Unmasked Estep 
Score: -25580090.000000 Penalty: 6098.566406
	Iteration 111Q: 3 clusters Score -2.558009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 214030 members 
Entering Unmasked Estep 
Score: -25580084.000000 Penalty: 6098.566406
	Iteration 112Q: 3 clusters Score -2.558008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 214036 members 
Entering Unmasked Estep 
Score: -25580082.000000 Penalty: 6098.566406
	Iteration 113Q: 3 clusters Score -2.558008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 214038 members 
Entering Unmasked Estep 
Score: -25580084.000000 Penalty: 6098.566406
	Iteration 114Q: 3 clusters Score -2.558008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 214041 members 
Entering Unmasked Estep 
Score: -25580066.000000 Penalty: 6098.566406
	Iteration 115Q: 3 clusters Score -2.558007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 214046 members 
Entering Unmasked Estep 
Score: -25580070.000000 Penalty: 6098.566406
	Iteration 116Q: 3 clusters Score -2.558007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 214049 members 
Entering Unmasked Estep 
Score: -25580074.000000 Penalty: 6098.566406
	Iteration 117Q: 3 clusters Score -2.558007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 214053 members 
Entering Unmasked Estep 
Score: -25580078.000000 Penalty: 6098.566406
	Iteration 118Q: 3 clusters Score -2.558008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 214054 members 
Entering Unmasked Estep 
Score: -25580078.000000 Penalty: 6098.566406
	Iteration 119Q: 3 clusters Score -2.558008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 214054 members 
Entering Unmasked Estep 
Score: -25580078.000000 Penalty: 6098.566406
	Iteration 120F: 3 clusters Score -2.558008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -456569.031250 Penalty: 2068.551270
	Iteration 0F: 2 clusters Score -456569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -452535.218750 Penalty: 4137.102539
	Iteration 0F: 3 clusters Score -452535.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -453549.125000 Penalty: 4137.102539
	Iteration 1F: 3 clusters Score -453549.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -453803.687500 Penalty: 4137.102539
	Iteration 2F: 3 clusters Score -453803.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -453987.875000 Penalty: 4137.102539
	Iteration 3F: 3 clusters Score -453987.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -454123.437500 Penalty: 4137.102539
	Iteration 4Q: 3 clusters Score -454123.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -454270.812500 Penalty: 4137.102539
	Iteration 5Q: 3 clusters Score -454270.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -454421.218750 Penalty: 4137.102539
	Iteration 6Q: 3 clusters Score -454421.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -454559.031250 Penalty: 4137.102539
	Iteration 7Q: 3 clusters Score -454559 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -454656.718750 Penalty: 4137.102539
	Iteration 8Q: 3 clusters Score -454656.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -454731.437500 Penalty: 4137.102539
	Iteration 9Q: 3 clusters Score -454731.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -454816.968750 Penalty: 4137.102539
	Iteration 10Q: 3 clusters Score -454817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -454894.437500 Penalty: 4137.102539
	Iteration 11Q: 3 clusters Score -454894.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -454971.843750 Penalty: 4137.102539
	Iteration 12Q: 3 clusters Score -454971.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -455028.968750 Penalty: 4137.102539
	Iteration 13Q: 3 clusters Score -455029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -455075.687500 Penalty: 4137.102539
	Iteration 14Q: 3 clusters Score -455075.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -455110.375000 Penalty: 4137.102539
	Iteration 15Q: 3 clusters Score -455110.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -455135.812500 Penalty: 4137.102539
	Iteration 16Q: 3 clusters Score -455135.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -455165.968750 Penalty: 4137.102539
	Iteration 17Q: 3 clusters Score -455166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -455189.218750 Penalty: 4137.102539
	Iteration 18Q: 3 clusters Score -455189.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -455208.843750 Penalty: 4137.102539
	Iteration 19Q: 3 clusters Score -455208.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -455221.343750 Penalty: 4137.102539
	Iteration 20F: 3 clusters Score -455221.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -455234.062500 Penalty: 4137.102539
	Iteration 21Q: 3 clusters Score -455234.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -455243.375000 Penalty: 4137.102539
	Iteration 22Q: 3 clusters Score -455243.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -455257.531250 Penalty: 4137.102539
	Iteration 23Q: 3 clusters Score -455257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -455267.375000 Penalty: 4137.102539
	Iteration 24Q: 3 clusters Score -455267.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -455275.187500 Penalty: 4137.102539
	Iteration 25Q: 3 clusters Score -455275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -455279.281250 Penalty: 4137.102539
	Iteration 26Q: 3 clusters Score -455279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -455285.250000 Penalty: 4137.102539
	Iteration 27Q: 3 clusters Score -455285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -455287.187500 Penalty: 4137.102539
	Iteration 28Q: 3 clusters Score -455287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -455289.656250 Penalty: 4137.102539
	Iteration 29Q: 3 clusters Score -455289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -455289.656250 Penalty: 4137.102539
	Iteration 30F: 3 clusters Score -455289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Entering Unmasked Estep 
Score: -858661.812500 Penalty: 2220.886963
	Iteration 0F: 2 clusters Score -858661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -852353.187500 Penalty: 4441.773926
	Iteration 0F: 3 clusters Score -852353.2 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -854049.750000 Penalty: 4441.773926
	Iteration 1F: 3 clusters Score -854049.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -854414.750000 Penalty: 4441.773926
	Iteration 2F: 3 clusters Score -854414.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -854849.000000 Penalty: 4441.773926
	Iteration 3F: 3 clusters Score -854849 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -855311.500000 Penalty: 4441.773926
	Iteration 4F: 3 clusters Score -855311.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -855772.312500 Penalty: 4441.773926
	Iteration 5F: 3 clusters Score -855772.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -856272.812500 Penalty: 4441.773926
	Iteration 6F: 3 clusters Score -856272.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -856722.000000 Penalty: 4441.773926
	Iteration 7F: 3 clusters Score -856722 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -857005.187500 Penalty: 4441.773926
	Iteration 8F: 3 clusters Score -857005.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -857196.375000 Penalty: 4441.773926
	Iteration 9Q: 3 clusters Score -857196.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -857312.250000 Penalty: 4441.773926
	Iteration 10Q: 3 clusters Score -857312.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -857386.937500 Penalty: 4441.773926
	Iteration 11Q: 3 clusters Score -857386.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -857431.500000 Penalty: 4441.773926
	Iteration 12Q: 3 clusters Score -857431.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -857469.125000 Penalty: 4441.773926
	Iteration 13Q: 3 clusters Score -857469.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -857494.125000 Penalty: 4441.773926
	Iteration 14Q: 3 clusters Score -857494.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -857506.437500 Penalty: 4441.773926
	Iteration 15Q: 3 clusters Score -857506.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -857515.750000 Penalty: 4441.773926
	Iteration 16Q: 3 clusters Score -857515.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -857524.625000 Penalty: 4441.773926
	Iteration 17Q: 3 clusters Score -857524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -857530.125000 Penalty: 4441.773926
	Iteration 18Q: 3 clusters Score -857530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -857529.937500 Penalty: 4441.773926
	Iteration 19Q: 3 clusters Score -857529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -857532.187500 Penalty: 4441.773926
	Iteration 20F: 3 clusters Score -857532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -857532.437500 Penalty: 4441.773926
	Iteration 21Q: 3 clusters Score -857532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -857533.125000 Penalty: 4441.773926
	Iteration 22Q: 3 clusters Score -857533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -857536.500000 Penalty: 4441.773926
	Iteration 23Q: 3 clusters Score -857536.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -857539.437500 Penalty: 4441.773926
	Iteration 24Q: 3 clusters Score -857539.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -857552.187500 Penalty: 4441.773926
	Iteration 25Q: 3 clusters Score -857552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -857555.812500 Penalty: 4441.773926
	Iteration 26Q: 3 clusters Score -857555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -857559.000000 Penalty: 4441.773926
	Iteration 27Q: 3 clusters Score -857559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -857562.500000 Penalty: 4441.773926
	Iteration 28Q: 3 clusters Score -857562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -857565.687500 Penalty: 4441.773926
	Iteration 29Q: 3 clusters Score -857565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -857567.937500 Penalty: 4441.773926
	Iteration 30Q: 3 clusters Score -857567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -857569.375000 Penalty: 4441.773926
	Iteration 31Q: 3 clusters Score -857569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -857571.875000 Penalty: 4441.773926
	Iteration 32Q: 3 clusters Score -857571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -857575.125000 Penalty: 4441.773926
	Iteration 33Q: 3 clusters Score -857575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -857577.812500 Penalty: 4441.773926
	Iteration 34Q: 3 clusters Score -857577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -857578.062500 Penalty: 4441.773926
	Iteration 35Q: 3 clusters Score -857578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -857576.937500 Penalty: 4441.773926
	Iteration 36Q: 3 clusters Score -857576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -857579.687500 Penalty: 4441.773926
	Iteration 37Q: 3 clusters Score -857579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -857580.500000 Penalty: 4441.773926
	Iteration 38Q: 3 clusters Score -857580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -857583.562500 Penalty: 4441.773926
	Iteration 39Q: 3 clusters Score -857583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -857583.687500 Penalty: 4441.773926
	Iteration 40F: 3 clusters Score -857583.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Entering Unmasked Estep 
Score: -6880174.500000 Penalty: 2719.972168
	Iteration 0F: 2 clusters Score -6880174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -6841422.000000 Penalty: 5439.944336
	Iteration 0F: 3 clusters Score -6841422 nChanged 26795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -6856294.000000 Penalty: 5439.944336
	Iteration 1F: 3 clusters Score -6856294 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -6856745.000000 Penalty: 5439.944336
	Iteration 2Q: 3 clusters Score -6856745 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -6857299.500000 Penalty: 5439.944336
	Iteration 3Q: 3 clusters Score -6857300 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6857907.500000 Penalty: 5439.944336
	Iteration 4Q: 3 clusters Score -6857908 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -6858734.500000 Penalty: 5439.944336
	Iteration 5Q: 3 clusters Score -6858734 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6860105.000000 Penalty: 5439.944336
	Iteration 6Q: 3 clusters Score -6860105 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -6862063.500000 Penalty: 5439.944336
	Iteration 7F: 3 clusters Score -6862064 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -6864851.500000 Penalty: 5439.944336
	Iteration 8F: 3 clusters Score -6864852 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6868054.000000 Penalty: 5439.944336
	Iteration 9F: 3 clusters Score -6868054 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -6871179.500000 Penalty: 5439.944336
	Iteration 10F: 3 clusters Score -6871180 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -6873802.500000 Penalty: 5439.944336
	Iteration 11Q: 3 clusters Score -6873802 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6875389.500000 Penalty: 5439.944336
	Iteration 12Q: 3 clusters Score -6875390 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6876106.500000 Penalty: 5439.944336
	Iteration 13Q: 3 clusters Score -6876106 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6876532.500000 Penalty: 5439.944336
	Iteration 14Q: 3 clusters Score -6876532 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -6876852.500000 Penalty: 5439.944336
	Iteration 15Q: 3 clusters Score -6876852 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6877121.500000 Penalty: 5439.944336
	Iteration 16Q: 3 clusters Score -6877122 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -6877338.000000 Penalty: 5439.944336
	Iteration 17Q: 3 clusters Score -6877338 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -6877529.000000 Penalty: 5439.944336
	Iteration 18Q: 3 clusters Score -6877529 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -6877689.000000 Penalty: 5439.944336
	Iteration 19Q: 3 clusters Score -6877689 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6877854.000000 Penalty: 5439.944336
	Iteration 20F: 3 clusters Score -6877854 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -6877969.000000 Penalty: 5439.944336
	Iteration 21Q: 3 clusters Score -6877969 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -6878084.500000 Penalty: 5439.944336
	Iteration 22Q: 3 clusters Score -6878084 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -6878186.000000 Penalty: 5439.944336
	Iteration 23Q: 3 clusters Score -6878186 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -6878302.000000 Penalty: 5439.944336
	Iteration 24Q: 3 clusters Score -6878302 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -6878389.500000 Penalty: 5439.944336
	Iteration 25Q: 3 clusters Score -6878390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -6878462.000000 Penalty: 5439.944336
	Iteration 26Q: 3 clusters Score -6878462 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -6878533.500000 Penalty: 5439.944336
	Iteration 27Q: 3 clusters Score -6878534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -6878574.500000 Penalty: 5439.944336
	Iteration 28Q: 3 clusters Score -6878574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -6878599.000000 Penalty: 5439.944336
	Iteration 29Q: 3 clusters Score -6878599 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -6878619.000000 Penalty: 5439.944336
	Iteration 30Q: 3 clusters Score -6878619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -6878654.000000 Penalty: 5439.944336
	Iteration 31Q: 3 clusters Score -6878654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -6878691.000000 Penalty: 5439.944336
	Iteration 32Q: 3 clusters Score -6878691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -6878675.000000 Penalty: 5439.944336
	Iteration 33Q: 3 clusters Score -6878675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -6878688.500000 Penalty: 5439.944336
	Iteration 34Q: 3 clusters Score -6878688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -6878706.500000 Penalty: 5439.944336
	Iteration 35Q: 3 clusters Score -6878706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -6878712.000000 Penalty: 5439.944336
	Iteration 36Q: 3 clusters Score -6878712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -6878732.000000 Penalty: 5439.944336
	Iteration 37Q: 3 clusters Score -6878732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -6878730.500000 Penalty: 5439.944336
	Iteration 38Q: 3 clusters Score -6878730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -6878743.000000 Penalty: 5439.944336
	Iteration 39Q: 3 clusters Score -6878743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -6878751.500000 Penalty: 5439.944336
	Iteration 40F: 3 clusters Score -6878752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -6878748.000000 Penalty: 5439.944336
	Iteration 41Q: 3 clusters Score -6878748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -6878748.500000 Penalty: 5439.944336
	Iteration 42Q: 3 clusters Score -6878748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -6878755.500000 Penalty: 5439.944336
	Iteration 43Q: 3 clusters Score -6878756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -6878751.000000 Penalty: 5439.944336
	Iteration 44Q: 3 clusters Score -6878751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -6878749.500000 Penalty: 5439.944336
	Iteration 45Q: 3 clusters Score -6878750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -6878759.500000 Penalty: 5439.944336
	Iteration 46Q: 3 clusters Score -6878760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -6878763.500000 Penalty: 5439.944336
	Iteration 47Q: 3 clusters Score -6878764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -6878755.000000 Penalty: 5439.944336
	Iteration 48Q: 3 clusters Score -6878755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -6878758.500000 Penalty: 5439.944336
	Iteration 49Q: 3 clusters Score -6878758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -6878757.500000 Penalty: 5439.944336
	Iteration 50Q: 3 clusters Score -6878758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -6878757.500000 Penalty: 5439.944336
	Iteration 51F: 3 clusters Score -6878758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -433185.000000 Penalty: 2054.807129
	Iteration 0F: 2 clusters Score -433185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -429336.000000 Penalty: 4109.614258
	Iteration 0F: 3 clusters Score -429336 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -430337.718750 Penalty: 4109.614258
	Iteration 1F: 3 clusters Score -430337.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -430819.750000 Penalty: 4109.614258
	Iteration 2F: 3 clusters Score -430819.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -431492.218750 Penalty: 4109.614258
	Iteration 3F: 3 clusters Score -431492.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -432290.656250 Penalty: 4109.614258
	Iteration 4F: 3 clusters Score -432290.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -432823.968750 Penalty: 4109.614258
	Iteration 5F: 3 clusters Score -432824 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -433051.843750 Penalty: 4109.614258
	Iteration 6F: 3 clusters Score -433051.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -433132.218750 Penalty: 4109.614258
	Iteration 7Q: 3 clusters Score -433132.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -433165.968750 Penalty: 4109.614258
	Iteration 8Q: 3 clusters Score -433166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -433189.000000 Penalty: 4109.614258
	Iteration 9Q: 3 clusters Score -433189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -433201.437500 Penalty: 4109.614258
	Iteration 10Q: 3 clusters Score -433201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -433208.437500 Penalty: 4109.614258
	Iteration 11Q: 3 clusters Score -433208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -433213.250000 Penalty: 4109.614258
	Iteration 12Q: 3 clusters Score -433213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -433216.718750 Penalty: 4109.614258
	Iteration 13Q: 3 clusters Score -433216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -433218.875000 Penalty: 4109.614258
	Iteration 14Q: 3 clusters Score -433218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -433220.281250 Penalty: 4109.614258
	Iteration 15Q: 3 clusters Score -433220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -433222.343750 Penalty: 4109.614258
	Iteration 16Q: 3 clusters Score -433222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -433223.812500 Penalty: 4109.614258
	Iteration 17Q: 3 clusters Score -433223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -433224.125000 Penalty: 4109.614258
	Iteration 18Q: 3 clusters Score -433224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -433224.125000 Penalty: 4109.614258
	Iteration 19F: 3 clusters Score -433224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 77168 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210367 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195767 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164587 members 
Mstep: Class 16 contains 307280 members 
Mstep: Class 17 contains 77474 members 
Mstep: Class 18 contains 21350 members 
Mstep: Class 19 contains 29548 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1048 members 
Entering Unmasked Estep 
Score: -183986048.000000 Penalty: 109879.187500
Splitting cluster 5 changes total score from -183988496.000000 to -183986048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Entering Unmasked Estep 
Score: -8791549.000000 Penalty: 2790.927490
	Iteration 0F: 2 clusters Score -8791549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -8739819.000000 Penalty: 5581.854980
	Iteration 0F: 3 clusters Score -8739819 nChanged 36176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -8760424.000000 Penalty: 5581.854980
	Iteration 1F: 3 clusters Score -8760424 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -8761088.000000 Penalty: 5581.854980
	Iteration 2Q: 3 clusters Score -8761088 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -8761848.000000 Penalty: 5581.854980
	Iteration 3Q: 3 clusters Score -8761848 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -8762680.000000 Penalty: 5581.854980
	Iteration 4Q: 3 clusters Score -8762680 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -8763748.000000 Penalty: 5581.854980
	Iteration 5Q: 3 clusters Score -8763748 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8765251.000000 Penalty: 5581.854980
	Iteration 6Q: 3 clusters Score -8765251 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -8767304.000000 Penalty: 5581.854980
	Iteration 7F: 3 clusters Score -8767304 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8769925.000000 Penalty: 5581.854980
	Iteration 8F: 3 clusters Score -8769925 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8772587.000000 Penalty: 5581.854980
	Iteration 9F: 3 clusters Score -8772587 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -8774825.000000 Penalty: 5581.854980
	Iteration 10F: 3 clusters Score -8774825 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -8776691.000000 Penalty: 5581.854980
	Iteration 11Q: 3 clusters Score -8776691 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -8778431.000000 Penalty: 5581.854980
	Iteration 12Q: 3 clusters Score -8778431 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -8780561.000000 Penalty: 5581.854980
	Iteration 13Q: 3 clusters Score -8780561 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8783181.000000 Penalty: 5581.854980
	Iteration 14Q: 3 clusters Score -8783181 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8785898.000000 Penalty: 5581.854980
	Iteration 15Q: 3 clusters Score -8785898 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8787788.000000 Penalty: 5581.854980
	Iteration 16Q: 3 clusters Score -8787788 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8788563.000000 Penalty: 5581.854980
	Iteration 17Q: 3 clusters Score -8788563 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8788861.000000 Penalty: 5581.854980
	Iteration 18Q: 3 clusters Score -8788861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8789060.000000 Penalty: 5581.854980
	Iteration 19Q: 3 clusters Score -8789060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8789177.000000 Penalty: 5581.854980
	Iteration 20F: 3 clusters Score -8789177 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8789256.000000 Penalty: 5581.854980
	Iteration 21Q: 3 clusters Score -8789256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8789311.000000 Penalty: 5581.854980
	Iteration 22Q: 3 clusters Score -8789311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8789368.000000 Penalty: 5581.854980
	Iteration 23Q: 3 clusters Score -8789368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8789406.000000 Penalty: 5581.854980
	Iteration 24Q: 3 clusters Score -8789406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8789415.000000 Penalty: 5581.854980
	Iteration 25Q: 3 clusters Score -8789415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8789419.000000 Penalty: 5581.854980
	Iteration 26Q: 3 clusters Score -8789419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8789444.000000 Penalty: 5581.854980
	Iteration 27Q: 3 clusters Score -8789444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8789448.000000 Penalty: 5581.854980
	Iteration 28Q: 3 clusters Score -8789448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8789447.000000 Penalty: 5581.854980
	Iteration 29Q: 3 clusters Score -8789447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8789458.000000 Penalty: 5581.854980
	Iteration 30Q: 3 clusters Score -8789458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8789468.000000 Penalty: 5581.854980
	Iteration 31Q: 3 clusters Score -8789468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8789471.000000 Penalty: 5581.854980
	Iteration 32Q: 3 clusters Score -8789471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8789478.000000 Penalty: 5581.854980
	Iteration 33Q: 3 clusters Score -8789478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8789485.000000 Penalty: 5581.854980
	Iteration 34Q: 3 clusters Score -8789485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8789484.000000 Penalty: 5581.854980
	Iteration 35Q: 3 clusters Score -8789484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8789499.000000 Penalty: 5581.854980
	Iteration 36Q: 3 clusters Score -8789499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789506.000000 Penalty: 5581.854980
	Iteration 37Q: 3 clusters Score -8789506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8789511.000000 Penalty: 5581.854980
	Iteration 38Q: 3 clusters Score -8789511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8789518.000000 Penalty: 5581.854980
	Iteration 39Q: 3 clusters Score -8789518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789526.000000 Penalty: 5581.854980
	Iteration 40F: 3 clusters Score -8789526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8789520.000000 Penalty: 5581.854980
	Iteration 41Q: 3 clusters Score -8789520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8789524.000000 Penalty: 5581.854980
	Iteration 42Q: 3 clusters Score -8789524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789528.000000 Penalty: 5581.854980
	Iteration 43Q: 3 clusters Score -8789528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789534.000000 Penalty: 5581.854980
	Iteration 44Q: 3 clusters Score -8789534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789529.000000 Penalty: 5581.854980
	Iteration 45Q: 3 clusters Score -8789529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8789530.000000 Penalty: 5581.854980
	Iteration 46Q: 3 clusters Score -8789530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8789537.000000 Penalty: 5581.854980
	Iteration 47Q: 3 clusters Score -8789537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789547.000000 Penalty: 5581.854980
	Iteration 48Q: 3 clusters Score -8789547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8789545.000000 Penalty: 5581.854980
	Iteration 49Q: 3 clusters Score -8789545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8789549.000000 Penalty: 5581.854980
	Iteration 50Q: 3 clusters Score -8789549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8789543.000000 Penalty: 5581.854980
	Iteration 51Q: 3 clusters Score -8789543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8789543.000000 Penalty: 5581.854980
	Iteration 52F: 3 clusters Score -8789543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -423051.000000 Penalty: 2042.040527
	Iteration 0F: 2 clusters Score -423051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -419277.093750 Penalty: 4084.081055
	Iteration 0F: 3 clusters Score -419277.1 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -420085.250000 Penalty: 4084.081055
	Iteration 1F: 3 clusters Score -420085.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -420262.000000 Penalty: 4084.081055
	Iteration 2F: 3 clusters Score -420262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -420347.031250 Penalty: 4084.081055
	Iteration 3Q: 3 clusters Score -420347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -420409.593750 Penalty: 4084.081055
	Iteration 4Q: 3 clusters Score -420409.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -420457.656250 Penalty: 4084.081055
	Iteration 5Q: 3 clusters Score -420457.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -420489.781250 Penalty: 4084.081055
	Iteration 6Q: 3 clusters Score -420489.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420514.187500 Penalty: 4084.081055
	Iteration 7Q: 3 clusters Score -420514.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -420537.687500 Penalty: 4084.081055
	Iteration 8Q: 3 clusters Score -420537.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -420553.125000 Penalty: 4084.081055
	Iteration 9Q: 3 clusters Score -420553.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420563.531250 Penalty: 4084.081055
	Iteration 10Q: 3 clusters Score -420563.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -420572.718750 Penalty: 4084.081055
	Iteration 11Q: 3 clusters Score -420572.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -420582.656250 Penalty: 4084.081055
	Iteration 12Q: 3 clusters Score -420582.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -420586.718750 Penalty: 4084.081055
	Iteration 13Q: 3 clusters Score -420586.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -420592.781250 Penalty: 4084.081055
	Iteration 14Q: 3 clusters Score -420592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -420596.906250 Penalty: 4084.081055
	Iteration 15Q: 3 clusters Score -420596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -420598.781250 Penalty: 4084.081055
	Iteration 16Q: 3 clusters Score -420598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -420599.843750 Penalty: 4084.081055
	Iteration 17Q: 3 clusters Score -420599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -420602.843750 Penalty: 4084.081055
	Iteration 18Q: 3 clusters Score -420602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -420605.437500 Penalty: 4084.081055
	Iteration 19Q: 3 clusters Score -420605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -420608.250000 Penalty: 4084.081055
	Iteration 20F: 3 clusters Score -420608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -420610.812500 Penalty: 4084.081055
	Iteration 21Q: 3 clusters Score -420610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -420614.062500 Penalty: 4084.081055
	Iteration 22Q: 3 clusters Score -420614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -420619.312500 Penalty: 4084.081055
	Iteration 23Q: 3 clusters Score -420619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -420623.281250 Penalty: 4084.081055
	Iteration 24Q: 3 clusters Score -420623.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -420627.812500 Penalty: 4084.081055
	Iteration 25Q: 3 clusters Score -420627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -420632.593750 Penalty: 4084.081055
	Iteration 26Q: 3 clusters Score -420632.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -420640.375000 Penalty: 4084.081055
	Iteration 27Q: 3 clusters Score -420640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -420646.250000 Penalty: 4084.081055
	Iteration 28Q: 3 clusters Score -420646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -420648.843750 Penalty: 4084.081055
	Iteration 29Q: 3 clusters Score -420648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -420652.312500 Penalty: 4084.081055
	Iteration 30Q: 3 clusters Score -420652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -420656.406250 Penalty: 4084.081055
	Iteration 31Q: 3 clusters Score -420656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -420664.156250 Penalty: 4084.081055
	Iteration 32Q: 3 clusters Score -420664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -420671.750000 Penalty: 4084.081055
	Iteration 33Q: 3 clusters Score -420671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -420680.812500 Penalty: 4084.081055
	Iteration 34Q: 3 clusters Score -420680.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -420687.750000 Penalty: 4084.081055
	Iteration 35Q: 3 clusters Score -420687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -420695.031250 Penalty: 4084.081055
	Iteration 36Q: 3 clusters Score -420695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -420700.000000 Penalty: 4084.081055
	Iteration 37Q: 3 clusters Score -420700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -420704.156250 Penalty: 4084.081055
	Iteration 38Q: 3 clusters Score -420704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -420706.281250 Penalty: 4084.081055
	Iteration 39Q: 3 clusters Score -420706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -420711.031250 Penalty: 4084.081055
	Iteration 40F: 3 clusters Score -420711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -420713.343750 Penalty: 4084.081055
	Iteration 41Q: 3 clusters Score -420713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -420716.593750 Penalty: 4084.081055
	Iteration 42Q: 3 clusters Score -420716.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -420717.843750 Penalty: 4084.081055
	Iteration 43Q: 3 clusters Score -420717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -420720.187500 Penalty: 4084.081055
	Iteration 44Q: 3 clusters Score -420720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -420720.281250 Penalty: 4084.081055
	Iteration 45Q: 3 clusters Score -420720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -420721.281250 Penalty: 4084.081055
	Iteration 46Q: 3 clusters Score -420721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -420722.437500 Penalty: 4084.081055
	Iteration 47Q: 3 clusters Score -420722.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -420726.937500 Penalty: 4084.081055
	Iteration 48Q: 3 clusters Score -420726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -420730.750000 Penalty: 4084.081055
	Iteration 49Q: 3 clusters Score -420730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -420735.812500 Penalty: 4084.081055
	Iteration 50Q: 3 clusters Score -420735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -420739.500000 Penalty: 4084.081055
	Iteration 51Q: 3 clusters Score -420739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -420741.968750 Penalty: 4084.081055
	Iteration 52Q: 3 clusters Score -420742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -420746.093750 Penalty: 4084.081055
	Iteration 53Q: 3 clusters Score -420746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -420751.687500 Penalty: 4084.081055
	Iteration 54Q: 3 clusters Score -420751.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -420757.718750 Penalty: 4084.081055
	Iteration 55Q: 3 clusters Score -420757.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -420762.937500 Penalty: 4084.081055
	Iteration 56Q: 3 clusters Score -420762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -420765.468750 Penalty: 4084.081055
	Iteration 57Q: 3 clusters Score -420765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -420767.968750 Penalty: 4084.081055
	Iteration 58Q: 3 clusters Score -420768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -420770.750000 Penalty: 4084.081055
	Iteration 59Q: 3 clusters Score -420770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -420772.843750 Penalty: 4084.081055
	Iteration 60F: 3 clusters Score -420772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -420777.406250 Penalty: 4084.081055
	Iteration 61Q: 3 clusters Score -420777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -420781.531250 Penalty: 4084.081055
	Iteration 62Q: 3 clusters Score -420781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -420787.937500 Penalty: 4084.081055
	Iteration 63Q: 3 clusters Score -420787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -420792.781250 Penalty: 4084.081055
	Iteration 64Q: 3 clusters Score -420792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -420796.875000 Penalty: 4084.081055
	Iteration 65Q: 3 clusters Score -420796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -420801.875000 Penalty: 4084.081055
	Iteration 66Q: 3 clusters Score -420801.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -420811.531250 Penalty: 4084.081055
	Iteration 67Q: 3 clusters Score -420811.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -420819.250000 Penalty: 4084.081055
	Iteration 68Q: 3 clusters Score -420819.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -420827.875000 Penalty: 4084.081055
	Iteration 69Q: 3 clusters Score -420827.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -420838.875000 Penalty: 4084.081055
	Iteration 70Q: 3 clusters Score -420838.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -420853.562500 Penalty: 4084.081055
	Iteration 71Q: 3 clusters Score -420853.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -420871.843750 Penalty: 4084.081055
	Iteration 72Q: 3 clusters Score -420871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -420884.218750 Penalty: 4084.081055
	Iteration 73Q: 3 clusters Score -420884.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -420893.500000 Penalty: 4084.081055
	Iteration 74Q: 3 clusters Score -420893.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -420904.093750 Penalty: 4084.081055
	Iteration 75Q: 3 clusters Score -420904.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -420913.781250 Penalty: 4084.081055
	Iteration 76Q: 3 clusters Score -420913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -420918.562500 Penalty: 4084.081055
	Iteration 77Q: 3 clusters Score -420918.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -420923.656250 Penalty: 4084.081055
	Iteration 78Q: 3 clusters Score -420923.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -420925.312500 Penalty: 4084.081055
	Iteration 79Q: 3 clusters Score -420925.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420927.843750 Penalty: 4084.081055
	Iteration 80F: 3 clusters Score -420927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -420930.812500 Penalty: 4084.081055
	Iteration 81Q: 3 clusters Score -420930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -420933.031250 Penalty: 4084.081055
	Iteration 82Q: 3 clusters Score -420933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -420934.531250 Penalty: 4084.081055
	Iteration 83Q: 3 clusters Score -420934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -420939.250000 Penalty: 4084.081055
	Iteration 84Q: 3 clusters Score -420939.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -420945.093750 Penalty: 4084.081055
	Iteration 85Q: 3 clusters Score -420945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -420950.218750 Penalty: 4084.081055
	Iteration 86Q: 3 clusters Score -420950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -420957.343750 Penalty: 4084.081055
	Iteration 87Q: 3 clusters Score -420957.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -420961.500000 Penalty: 4084.081055
	Iteration 88Q: 3 clusters Score -420961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -420964.250000 Penalty: 4084.081055
	Iteration 89Q: 3 clusters Score -420964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -420965.718750 Penalty: 4084.081055
	Iteration 90Q: 3 clusters Score -420965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -420969.843750 Penalty: 4084.081055
	Iteration 91Q: 3 clusters Score -420969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -420977.468750 Penalty: 4084.081055
	Iteration 92Q: 3 clusters Score -420977.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -420983.375000 Penalty: 4084.081055
	Iteration 93Q: 3 clusters Score -420983.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -420990.937500 Penalty: 4084.081055
	Iteration 94Q: 3 clusters Score -420990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -421000.468750 Penalty: 4084.081055
	Iteration 95Q: 3 clusters Score -421000.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -421009.687500 Penalty: 4084.081055
	Iteration 96Q: 3 clusters Score -421009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -421017.968750 Penalty: 4084.081055
	Iteration 97Q: 3 clusters Score -421018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -421021.625000 Penalty: 4084.081055
	Iteration 98Q: 3 clusters Score -421021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -421025.281250 Penalty: 4084.081055
	Iteration 99Q: 3 clusters Score -421025.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -421028.000000 Penalty: 4084.081055
	Iteration 100F: 3 clusters Score -421028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -421030.343750 Penalty: 4084.081055
	Iteration 101Q: 3 clusters Score -421030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -421032.687500 Penalty: 4084.081055
	Iteration 102Q: 3 clusters Score -421032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -421036.468750 Penalty: 4084.081055
	Iteration 103Q: 3 clusters Score -421036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -421042.625000 Penalty: 4084.081055
	Iteration 104Q: 3 clusters Score -421042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -421048.531250 Penalty: 4084.081055
	Iteration 105Q: 3 clusters Score -421048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -421052.093750 Penalty: 4084.081055
	Iteration 106Q: 3 clusters Score -421052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -421056.187500 Penalty: 4084.081055
	Iteration 107Q: 3 clusters Score -421056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -421059.000000 Penalty: 4084.081055
	Iteration 108Q: 3 clusters Score -421059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -421061.250000 Penalty: 4084.081055
	Iteration 109Q: 3 clusters Score -421061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -421063.031250 Penalty: 4084.081055
	Iteration 110Q: 3 clusters Score -421063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -421063.875000 Penalty: 4084.081055
	Iteration 111Q: 3 clusters Score -421063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -421064.062500 Penalty: 4084.081055
	Iteration 112Q: 3 clusters Score -421064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -421064.812500 Penalty: 4084.081055
	Iteration 113Q: 3 clusters Score -421064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -421067.281250 Penalty: 4084.081055
	Iteration 114Q: 3 clusters Score -421067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -421070.750000 Penalty: 4084.081055
	Iteration 115Q: 3 clusters Score -421070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -421073.750000 Penalty: 4084.081055
	Iteration 116Q: 3 clusters Score -421073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -421078.156250 Penalty: 4084.081055
	Iteration 117Q: 3 clusters Score -421078.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -421083.343750 Penalty: 4084.081055
	Iteration 118Q: 3 clusters Score -421083.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -421088.750000 Penalty: 4084.081055
	Iteration 119Q: 3 clusters Score -421088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -421091.437500 Penalty: 4084.081055
	Iteration 120F: 3 clusters Score -421091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -421094.937500 Penalty: 4084.081055
	Iteration 121Q: 3 clusters Score -421094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -421096.781250 Penalty: 4084.081055
	Iteration 122Q: 3 clusters Score -421096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -421097.343750 Penalty: 4084.081055
	Iteration 123Q: 3 clusters Score -421097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -421098.250000 Penalty: 4084.081055
	Iteration 124Q: 3 clusters Score -421098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -421099.437500 Penalty: 4084.081055
	Iteration 125Q: 3 clusters Score -421099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -421100.687500 Penalty: 4084.081055
	Iteration 126Q: 3 clusters Score -421100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -421103.187500 Penalty: 4084.081055
	Iteration 127Q: 3 clusters Score -421103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -421107.093750 Penalty: 4084.081055
	Iteration 128Q: 3 clusters Score -421107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -421110.343750 Penalty: 4084.081055
	Iteration 129Q: 3 clusters Score -421110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -421112.812500 Penalty: 4084.081055
	Iteration 130Q: 3 clusters Score -421112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -421118.000000 Penalty: 4084.081055
	Iteration 131Q: 3 clusters Score -421118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -421121.343750 Penalty: 4084.081055
	Iteration 132Q: 3 clusters Score -421121.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -421131.156250 Penalty: 4084.081055
	Iteration 133Q: 3 clusters Score -421131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -421140.343750 Penalty: 4084.081055
	Iteration 134Q: 3 clusters Score -421140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -421150.000000 Penalty: 4084.081055
	Iteration 135Q: 3 clusters Score -421150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -421154.656250 Penalty: 4084.081055
	Iteration 136Q: 3 clusters Score -421154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -421159.031250 Penalty: 4084.081055
	Iteration 137Q: 3 clusters Score -421159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -421165.343750 Penalty: 4084.081055
	Iteration 138Q: 3 clusters Score -421165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -421169.500000 Penalty: 4084.081055
	Iteration 139Q: 3 clusters Score -421169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -421175.437500 Penalty: 4084.081055
	Iteration 140F: 3 clusters Score -421175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -421179.281250 Penalty: 4084.081055
	Iteration 141Q: 3 clusters Score -421179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -421184.812500 Penalty: 4084.081055
	Iteration 142Q: 3 clusters Score -421184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -421187.906250 Penalty: 4084.081055
	Iteration 143Q: 3 clusters Score -421187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -421189.937500 Penalty: 4084.081055
	Iteration 144Q: 3 clusters Score -421189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -421193.468750 Penalty: 4084.081055
	Iteration 145Q: 3 clusters Score -421193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -421197.062500 Penalty: 4084.081055
	Iteration 146Q: 3 clusters Score -421197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -421198.375000 Penalty: 4084.081055
	Iteration 147Q: 3 clusters Score -421198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -421198.406250 Penalty: 4084.081055
	Iteration 148Q: 3 clusters Score -421198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -421200.343750 Penalty: 4084.081055
	Iteration 149Q: 3 clusters Score -421200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -421199.906250 Penalty: 4084.081055
	Iteration 150Q: 3 clusters Score -421199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -421199.906250 Penalty: 4084.081055
	Iteration 151F: 3 clusters Score -421199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -171339.125000 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -171339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -168984.750000 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -168984.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -169553.828125 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -169553.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169863.015625 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -169863 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -170168.218750 Penalty: 3655.322021
	Iteration 3F: 3 clusters Score -170168.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170734.718750 Penalty: 3655.322021
	Iteration 4F: 3 clusters Score -170734.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -171457.671875 Penalty: 3655.322021
	Iteration 5F: 3 clusters Score -171457.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -171857.156250 Penalty: 3655.322021
	Iteration 6F: 3 clusters Score -171857.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172102.765625 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -172102.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -172224.546875 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -172224.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -172272.250000 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -172272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -172293.640625 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -172293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -172306.937500 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -172306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172316.125000 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -172316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -172320.156250 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -172320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -172320.156250 Penalty: 3655.322021
	Iteration 14F: 3 clusters Score -172320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77168 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 210367 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195767 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164587 members 
Mstep: Class 16 contains 307280 members 
Mstep: Class 17 contains 77474 members 
Mstep: Class 18 contains 21350 members 
Mstep: Class 19 contains 29548 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 530 members 
Entering Unmasked Estep 
Score: -183987712.000000 Penalty: 109879.187500
Splitting cluster 8 changes total score from -183988496.000000 to -183987712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (210367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210367 members 
Entering Unmasked Estep 
Score: -24736454.000000 Penalty: 3039.638916
	Iteration 0F: 2 clusters Score -2.473645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -24599176.000000 Penalty: 6079.277832
	Iteration 0F: 3 clusters Score -2.459918e+07 nChanged 101153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -24659138.000000 Penalty: 6079.277832
	Iteration 1F: 3 clusters Score -2.465914e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -24661590.000000 Penalty: 6079.277832
	Iteration 2Q: 3 clusters Score -2.466159e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 121095 members 
Entering Unmasked Estep 
Score: -24665896.000000 Penalty: 6079.277832
	Iteration 3Q: 3 clusters Score -2.46659e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -24673898.000000 Penalty: 6079.277832
	Iteration 4F: 3 clusters Score -2.46739e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -24686194.000000 Penalty: 6079.277832
	Iteration 5F: 3 clusters Score -2.468619e+07 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 154498 members 
Entering Unmasked Estep 
Score: -24701238.000000 Penalty: 6079.277832
	Iteration 6F: 3 clusters Score -2.470124e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 164818 members 
Entering Unmasked Estep 
Score: -24714206.000000 Penalty: 6079.277832
	Iteration 7F: 3 clusters Score -2.471421e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -24721748.000000 Penalty: 6079.277832
	Iteration 8Q: 3 clusters Score -2.472175e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 176056 members 
Entering Unmasked Estep 
Score: -24725390.000000 Penalty: 6079.277832
	Iteration 9Q: 3 clusters Score -2.472539e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 179643 members 
Entering Unmasked Estep 
Score: -24727332.000000 Penalty: 6079.277832
	Iteration 10Q: 3 clusters Score -2.472733e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -24728564.000000 Penalty: 6079.277832
	Iteration 11Q: 3 clusters Score -2.472856e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 185957 members 
Entering Unmasked Estep 
Score: -24729542.000000 Penalty: 6079.277832
	Iteration 12Q: 3 clusters Score -2.472954e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 188640 members 
Entering Unmasked Estep 
Score: -24730296.000000 Penalty: 6079.277832
	Iteration 13Q: 3 clusters Score -2.47303e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 190994 members 
Entering Unmasked Estep 
Score: -24731056.000000 Penalty: 6079.277832
	Iteration 14Q: 3 clusters Score -2.473106e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -24731818.000000 Penalty: 6079.277832
	Iteration 15Q: 3 clusters Score -2.473182e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 194949 members 
Entering Unmasked Estep 
Score: -24732422.000000 Penalty: 6079.277832
	Iteration 16Q: 3 clusters Score -2.473242e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 196539 members 
Entering Unmasked Estep 
Score: -24732942.000000 Penalty: 6079.277832
	Iteration 17Q: 3 clusters Score -2.473294e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 197920 members 
Entering Unmasked Estep 
Score: -24733340.000000 Penalty: 6079.277832
	Iteration 18Q: 3 clusters Score -2.473334e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 199167 members 
Entering Unmasked Estep 
Score: -24733578.000000 Penalty: 6079.277832
	Iteration 19Q: 3 clusters Score -2.473358e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 200257 members 
Entering Unmasked Estep 
Score: -24733862.000000 Penalty: 6079.277832
	Iteration 20F: 3 clusters Score -2.473386e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 201182 members 
Entering Unmasked Estep 
Score: -24734182.000000 Penalty: 6079.277832
	Iteration 21Q: 3 clusters Score -2.473418e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 201964 members 
Entering Unmasked Estep 
Score: -24734276.000000 Penalty: 6079.277832
	Iteration 22Q: 3 clusters Score -2.473428e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 202602 members 
Entering Unmasked Estep 
Score: -24734398.000000 Penalty: 6079.277832
	Iteration 23Q: 3 clusters Score -2.47344e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 203154 members 
Entering Unmasked Estep 
Score: -24734464.000000 Penalty: 6079.277832
	Iteration 24Q: 3 clusters Score -2.473446e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 203611 members 
Entering Unmasked Estep 
Score: -24734518.000000 Penalty: 6079.277832
	Iteration 25Q: 3 clusters Score -2.473452e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 204025 members 
Entering Unmasked Estep 
Score: -24734572.000000 Penalty: 6079.277832
	Iteration 26Q: 3 clusters Score -2.473457e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 204403 members 
Entering Unmasked Estep 
Score: -24734708.000000 Penalty: 6079.277832
	Iteration 27Q: 3 clusters Score -2.473471e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 204749 members 
Entering Unmasked Estep 
Score: -24734644.000000 Penalty: 6079.277832
	Iteration 28Q: 3 clusters Score -2.473464e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 205050 members 
Entering Unmasked Estep 
Score: -24734722.000000 Penalty: 6079.277832
	Iteration 29Q: 3 clusters Score -2.473472e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 205299 members 
Entering Unmasked Estep 
Score: -24734774.000000 Penalty: 6079.277832
	Iteration 30Q: 3 clusters Score -2.473477e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 205526 members 
Entering Unmasked Estep 
Score: -24734746.000000 Penalty: 6079.277832
	Iteration 31Q: 3 clusters Score -2.473475e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 205728 members 
Entering Unmasked Estep 
Score: -24734722.000000 Penalty: 6079.277832
	Iteration 32Q: 3 clusters Score -2.473472e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 205909 members 
Entering Unmasked Estep 
Score: -24734684.000000 Penalty: 6079.277832
	Iteration 33Q: 3 clusters Score -2.473468e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 206062 members 
Entering Unmasked Estep 
Score: -24734694.000000 Penalty: 6079.277832
	Iteration 34Q: 3 clusters Score -2.473469e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -24734718.000000 Penalty: 6079.277832
	Iteration 35Q: 3 clusters Score -2.473472e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 206280 members 
Entering Unmasked Estep 
Score: -24734718.000000 Penalty: 6079.277832
	Iteration 36Q: 3 clusters Score -2.473472e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 206378 members 
Entering Unmasked Estep 
Score: -24734702.000000 Penalty: 6079.277832
	Iteration 37Q: 3 clusters Score -2.47347e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 206465 members 
Entering Unmasked Estep 
Score: -24734716.000000 Penalty: 6079.277832
	Iteration 38Q: 3 clusters Score -2.473472e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 206540 members 
Entering Unmasked Estep 
Score: -24734726.000000 Penalty: 6079.277832
	Iteration 39Q: 3 clusters Score -2.473473e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 206621 members 
Entering Unmasked Estep 
Score: -24734712.000000 Penalty: 6079.277832
	Iteration 40F: 3 clusters Score -2.473471e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 206706 members 
Entering Unmasked Estep 
Score: -24734704.000000 Penalty: 6079.277832
	Iteration 41Q: 3 clusters Score -2.47347e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 206783 members 
Entering Unmasked Estep 
Score: -24734732.000000 Penalty: 6079.277832
	Iteration 42Q: 3 clusters Score -2.473473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -24734694.000000 Penalty: 6079.277832
	Iteration 43Q: 3 clusters Score -2.473469e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 206896 members 
Entering Unmasked Estep 
Score: -24734706.000000 Penalty: 6079.277832
	Iteration 44Q: 3 clusters Score -2.473471e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 206948 members 
Entering Unmasked Estep 
Score: -24734724.000000 Penalty: 6079.277832
	Iteration 45Q: 3 clusters Score -2.473472e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 206993 members 
Entering Unmasked Estep 
Score: -24734690.000000 Penalty: 6079.277832
	Iteration 46Q: 3 clusters Score -2.473469e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 207032 members 
Entering Unmasked Estep 
Score: -24734694.000000 Penalty: 6079.277832
	Iteration 47Q: 3 clusters Score -2.473469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 207066 members 
Entering Unmasked Estep 
Score: -24734676.000000 Penalty: 6079.277832
	Iteration 48Q: 3 clusters Score -2.473468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 207111 members 
Entering Unmasked Estep 
Score: -24734716.000000 Penalty: 6079.277832
	Iteration 49Q: 3 clusters Score -2.473472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 207145 members 
Entering Unmasked Estep 
Score: -24734684.000000 Penalty: 6079.277832
	Iteration 50Q: 3 clusters Score -2.473468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 207187 members 
Entering Unmasked Estep 
Score: -24734722.000000 Penalty: 6079.277832
	Iteration 51Q: 3 clusters Score -2.473472e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -24734734.000000 Penalty: 6079.277832
	Iteration 52Q: 3 clusters Score -2.473473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 207274 members 
Entering Unmasked Estep 
Score: -24734760.000000 Penalty: 6079.277832
	Iteration 53Q: 3 clusters Score -2.473476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 207321 members 
Entering Unmasked Estep 
Score: -24734756.000000 Penalty: 6079.277832
	Iteration 54Q: 3 clusters Score -2.473476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 207351 members 
Entering Unmasked Estep 
Score: -24734748.000000 Penalty: 6079.277832
	Iteration 55Q: 3 clusters Score -2.473475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 207384 members 
Entering Unmasked Estep 
Score: -24734718.000000 Penalty: 6079.277832
	Iteration 56Q: 3 clusters Score -2.473472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 207416 members 
Entering Unmasked Estep 
Score: -24734728.000000 Penalty: 6079.277832
	Iteration 57Q: 3 clusters Score -2.473473e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -24734742.000000 Penalty: 6079.277832
	Iteration 58Q: 3 clusters Score -2.473474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 207472 members 
Entering Unmasked Estep 
Score: -24734736.000000 Penalty: 6079.277832
	Iteration 59Q: 3 clusters Score -2.473474e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 207490 members 
Entering Unmasked Estep 
Score: -24734748.000000 Penalty: 6079.277832
	Iteration 60F: 3 clusters Score -2.473475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 207504 members 
Entering Unmasked Estep 
Score: -24734738.000000 Penalty: 6079.277832
	Iteration 61Q: 3 clusters Score -2.473474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 207516 members 
Entering Unmasked Estep 
Score: -24734738.000000 Penalty: 6079.277832
	Iteration 62Q: 3 clusters Score -2.473474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 207532 members 
Entering Unmasked Estep 
Score: -24734762.000000 Penalty: 6079.277832
	Iteration 63Q: 3 clusters Score -2.473476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 207547 members 
Entering Unmasked Estep 
Score: -24734768.000000 Penalty: 6079.277832
	Iteration 64Q: 3 clusters Score -2.473477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 207561 members 
Entering Unmasked Estep 
Score: -24734778.000000 Penalty: 6079.277832
	Iteration 65Q: 3 clusters Score -2.473478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 207570 members 
Entering Unmasked Estep 
Score: -24734768.000000 Penalty: 6079.277832
	Iteration 66Q: 3 clusters Score -2.473477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 207577 members 
Entering Unmasked Estep 
Score: -24734790.000000 Penalty: 6079.277832
	Iteration 67Q: 3 clusters Score -2.473479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 207582 members 
Entering Unmasked Estep 
Score: -24734798.000000 Penalty: 6079.277832
	Iteration 68Q: 3 clusters Score -2.47348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 207590 members 
Entering Unmasked Estep 
Score: -24734782.000000 Penalty: 6079.277832
	Iteration 69Q: 3 clusters Score -2.473478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 207597 members 
Entering Unmasked Estep 
Score: -24734788.000000 Penalty: 6079.277832
	Iteration 70Q: 3 clusters Score -2.473479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 207601 members 
Entering Unmasked Estep 
Score: -24734794.000000 Penalty: 6079.277832
	Iteration 71Q: 3 clusters Score -2.473479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 207605 members 
Entering Unmasked Estep 
Score: -24734790.000000 Penalty: 6079.277832
	Iteration 72Q: 3 clusters Score -2.473479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 207604 members 
Entering Unmasked Estep 
Score: -24734800.000000 Penalty: 6079.277832
	Iteration 73Q: 3 clusters Score -2.47348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 207606 members 
Entering Unmasked Estep 
Score: -24734818.000000 Penalty: 6079.277832
	Iteration 74Q: 3 clusters Score -2.473482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 207609 members 
Entering Unmasked Estep 
Score: -24734828.000000 Penalty: 6079.277832
	Iteration 75Q: 3 clusters Score -2.473483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 207611 members 
Entering Unmasked Estep 
Score: -24734824.000000 Penalty: 6079.277832
	Iteration 76Q: 3 clusters Score -2.473482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 207613 members 
Entering Unmasked Estep 
Score: -24734818.000000 Penalty: 6079.277832
	Iteration 77Q: 3 clusters Score -2.473482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 207614 members 
Entering Unmasked Estep 
Score: -24734808.000000 Penalty: 6079.277832
	Iteration 78Q: 3 clusters Score -2.473481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 207615 members 
Entering Unmasked Estep 
Score: -24734826.000000 Penalty: 6079.277832
	Iteration 79Q: 3 clusters Score -2.473483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 207616 members 
Entering Unmasked Estep 
Score: -24734820.000000 Penalty: 6079.277832
	Iteration 80F: 3 clusters Score -2.473482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 207618 members 
Entering Unmasked Estep 
Score: -24734828.000000 Penalty: 6079.277832
	Iteration 81Q: 3 clusters Score -2.473483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 207618 members 
Entering Unmasked Estep 
Score: -24734828.000000 Penalty: 6079.277832
	Iteration 82F: 3 clusters Score -2.473483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48223.742188 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -48223.74 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 274 members 
Entering Unmasked Estep 
Score: -46713.437500 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -46713.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46924.078125 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -46924.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47032.359375 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -47032.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47061.558594 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -47061.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47086.074219 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -47086.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47120.792969 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -47120.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47150.183594 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -47150.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47225.437500 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -47225.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47355.730469 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -47355.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47434.296875 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -47434.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47473.144531 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -47473.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47500.425781 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -47500.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47521.648438 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -47521.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47535.988281 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -47535.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47558.570312 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -47558.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47575.511719 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -47575.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47582.050781 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -47582.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47583.195312 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -47583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47588.636719 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -47588.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47594.875000 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -47594.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47594.875000 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -47594.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (195767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195767 members 
Entering Unmasked Estep 
Score: -23077470.000000 Penalty: 3021.800781
	Iteration 0F: 2 clusters Score -2.307747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -22948802.000000 Penalty: 6043.601562
	Iteration 0F: 3 clusters Score -2.29488e+07 nChanged 94046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -23004256.000000 Penalty: 6043.601562
	Iteration 1F: 3 clusters Score -2.300426e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 105443 members 
Entering Unmasked Estep 
Score: -23005566.000000 Penalty: 6043.601562
	Iteration 2Q: 3 clusters Score -2.300557e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -23007394.000000 Penalty: 6043.601562
	Iteration 3Q: 3 clusters Score -2.300739e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
Score: -23010734.000000 Penalty: 6043.601562
	Iteration 4Q: 3 clusters Score -2.301073e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -23016064.000000 Penalty: 6043.601562
	Iteration 5F: 3 clusters Score -2.301606e+07 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 138981 members 
Entering Unmasked Estep 
Score: -23024992.000000 Penalty: 6043.601562
	Iteration 6F: 3 clusters Score -2.302499e+07 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -23038216.000000 Penalty: 6043.601562
	Iteration 7F: 3 clusters Score -2.303822e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 171006 members 
Entering Unmasked Estep 
Score: -23053088.000000 Penalty: 6043.601562
	Iteration 8F: 3 clusters Score -2.305309e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 184067 members 
Entering Unmasked Estep 
Score: -23065048.000000 Penalty: 6043.601562
	Iteration 9F: 3 clusters Score -2.306505e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 191483 members 
Entering Unmasked Estep 
Score: -23071456.000000 Penalty: 6043.601562
	Iteration 10Q: 3 clusters Score -2.307146e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 194336 members 
Entering Unmasked Estep 
Score: -23073702.000000 Penalty: 6043.601562
	Iteration 11Q: 3 clusters Score -2.30737e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 195153 members 
Entering Unmasked Estep 
Score: -23074390.000000 Penalty: 6043.601562
	Iteration 12Q: 3 clusters Score -2.307439e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 195376 members 
Entering Unmasked Estep 
Score: -23074608.000000 Penalty: 6043.601562
	Iteration 13Q: 3 clusters Score -2.307461e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 195459 members 
Entering Unmasked Estep 
Score: -23074706.000000 Penalty: 6043.601562
	Iteration 14Q: 3 clusters Score -2.307471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 195491 members 
Entering Unmasked Estep 
Score: -23074756.000000 Penalty: 6043.601562
	Iteration 15Q: 3 clusters Score -2.307476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 195503 members 
Entering Unmasked Estep 
Score: -23074784.000000 Penalty: 6043.601562
	Iteration 16Q: 3 clusters Score -2.307478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 195511 members 
Entering Unmasked Estep 
Score: -23074806.000000 Penalty: 6043.601562
	Iteration 17Q: 3 clusters Score -2.307481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 195517 members 
Entering Unmasked Estep 
Score: -23074830.000000 Penalty: 6043.601562
	Iteration 18Q: 3 clusters Score -2.307483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195518 members 
Entering Unmasked Estep 
Score: -23074840.000000 Penalty: 6043.601562
	Iteration 19Q: 3 clusters Score -2.307484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -23074854.000000 Penalty: 6043.601562
	Iteration 20F: 3 clusters Score -2.307485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 195523 members 
Entering Unmasked Estep 
Score: -23074866.000000 Penalty: 6043.601562
	Iteration 21Q: 3 clusters Score -2.307487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -23074876.000000 Penalty: 6043.601562
	Iteration 22Q: 3 clusters Score -2.307488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 195523 members 
Entering Unmasked Estep 
Score: -23074876.000000 Penalty: 6043.601562
	Iteration 23Q: 3 clusters Score -2.307488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -23074870.000000 Penalty: 6043.601562
	Iteration 24Q: 3 clusters Score -2.307487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195521 members 
Entering Unmasked Estep 
Score: -23074870.000000 Penalty: 6043.601562
	Iteration 25Q: 3 clusters Score -2.307487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -23074876.000000 Penalty: 6043.601562
	Iteration 26Q: 3 clusters Score -2.307488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -23074876.000000 Penalty: 6043.601562
	Iteration 27F: 3 clusters Score -2.307488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Entering Unmasked Estep 
Score: -6312839.000000 Penalty: 2700.139893
	Iteration 0F: 2 clusters Score -6312839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -6276905.500000 Penalty: 5400.279785
	Iteration 0F: 3 clusters Score -6276906 nChanged 24752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6290600.000000 Penalty: 5400.279785
	Iteration 1F: 3 clusters Score -6290600 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -6291277.000000 Penalty: 5400.279785
	Iteration 2Q: 3 clusters Score -6291277 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -6292053.000000 Penalty: 5400.279785
	Iteration 3Q: 3 clusters Score -6292053 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6292988.500000 Penalty: 5400.279785
	Iteration 4Q: 3 clusters Score -6292988 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -6294010.500000 Penalty: 5400.279785
	Iteration 5Q: 3 clusters Score -6294010 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -6295212.000000 Penalty: 5400.279785
	Iteration 6Q: 3 clusters Score -6295212 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -6296487.500000 Penalty: 5400.279785
	Iteration 7Q: 3 clusters Score -6296488 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -6297568.500000 Penalty: 5400.279785
	Iteration 8Q: 3 clusters Score -6297568 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -6298543.000000 Penalty: 5400.279785
	Iteration 9Q: 3 clusters Score -6298543 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -6299282.500000 Penalty: 5400.279785
	Iteration 10Q: 3 clusters Score -6299282 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -6299823.500000 Penalty: 5400.279785
	Iteration 11Q: 3 clusters Score -6299824 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -6300333.500000 Penalty: 5400.279785
	Iteration 12Q: 3 clusters Score -6300334 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6300829.500000 Penalty: 5400.279785
	Iteration 13Q: 3 clusters Score -6300830 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -6301315.500000 Penalty: 5400.279785
	Iteration 14Q: 3 clusters Score -6301316 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6301808.500000 Penalty: 5400.279785
	Iteration 15Q: 3 clusters Score -6301808 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -6302333.500000 Penalty: 5400.279785
	Iteration 16Q: 3 clusters Score -6302334 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -6302960.000000 Penalty: 5400.279785
	Iteration 17Q: 3 clusters Score -6302960 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -6303710.000000 Penalty: 5400.279785
	Iteration 18Q: 3 clusters Score -6303710 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -6304441.500000 Penalty: 5400.279785
	Iteration 19Q: 3 clusters Score -6304442 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -6305172.000000 Penalty: 5400.279785
	Iteration 20F: 3 clusters Score -6305172 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -6305857.000000 Penalty: 5400.279785
	Iteration 21Q: 3 clusters Score -6305857 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -6306580.000000 Penalty: 5400.279785
	Iteration 22Q: 3 clusters Score -6306580 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6307242.500000 Penalty: 5400.279785
	Iteration 23Q: 3 clusters Score -6307242 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6307842.000000 Penalty: 5400.279785
	Iteration 24Q: 3 clusters Score -6307842 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6308474.000000 Penalty: 5400.279785
	Iteration 25Q: 3 clusters Score -6308474 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -6309003.000000 Penalty: 5400.279785
	Iteration 26Q: 3 clusters Score -6309003 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -6309408.000000 Penalty: 5400.279785
	Iteration 27Q: 3 clusters Score -6309408 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6309699.000000 Penalty: 5400.279785
	Iteration 28Q: 3 clusters Score -6309699 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -6309907.000000 Penalty: 5400.279785
	Iteration 29Q: 3 clusters Score -6309907 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -6310043.000000 Penalty: 5400.279785
	Iteration 30Q: 3 clusters Score -6310043 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6310186.500000 Penalty: 5400.279785
	Iteration 31Q: 3 clusters Score -6310186 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -6310269.000000 Penalty: 5400.279785
	Iteration 32Q: 3 clusters Score -6310269 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -6310315.500000 Penalty: 5400.279785
	Iteration 33Q: 3 clusters Score -6310316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -6310349.000000 Penalty: 5400.279785
	Iteration 34Q: 3 clusters Score -6310349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -6310385.500000 Penalty: 5400.279785
	Iteration 35Q: 3 clusters Score -6310386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6310395.000000 Penalty: 5400.279785
	Iteration 36Q: 3 clusters Score -6310395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -6310415.000000 Penalty: 5400.279785
	Iteration 37Q: 3 clusters Score -6310415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6310441.000000 Penalty: 5400.279785
	Iteration 38Q: 3 clusters Score -6310441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6310469.500000 Penalty: 5400.279785
	Iteration 39Q: 3 clusters Score -6310470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -6310485.000000 Penalty: 5400.279785
	Iteration 40F: 3 clusters Score -6310485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -6310498.000000 Penalty: 5400.279785
	Iteration 41Q: 3 clusters Score -6310498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -6310512.000000 Penalty: 5400.279785
	Iteration 42Q: 3 clusters Score -6310512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6310520.500000 Penalty: 5400.279785
	Iteration 43Q: 3 clusters Score -6310520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -6310527.000000 Penalty: 5400.279785
	Iteration 44Q: 3 clusters Score -6310527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -6310530.500000 Penalty: 5400.279785
	Iteration 45Q: 3 clusters Score -6310530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -6310533.500000 Penalty: 5400.279785
	Iteration 46Q: 3 clusters Score -6310534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -6310535.500000 Penalty: 5400.279785
	Iteration 47Q: 3 clusters Score -6310536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -6310551.000000 Penalty: 5400.279785
	Iteration 48Q: 3 clusters Score -6310551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -6310564.000000 Penalty: 5400.279785
	Iteration 49Q: 3 clusters Score -6310564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -6310564.000000 Penalty: 5400.279785
	Iteration 50Q: 3 clusters Score -6310564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -6310568.000000 Penalty: 5400.279785
	Iteration 51Q: 3 clusters Score -6310568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -6310567.000000 Penalty: 5400.279785
	Iteration 52Q: 3 clusters Score -6310567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -6310567.500000 Penalty: 5400.279785
	Iteration 53Q: 3 clusters Score -6310568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -6310568.000000 Penalty: 5400.279785
	Iteration 54Q: 3 clusters Score -6310568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -6310572.500000 Penalty: 5400.279785
	Iteration 55Q: 3 clusters Score -6310572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -6310571.500000 Penalty: 5400.279785
	Iteration 56Q: 3 clusters Score -6310572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -6310567.000000 Penalty: 5400.279785
	Iteration 57Q: 3 clusters Score -6310567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -6310569.500000 Penalty: 5400.279785
	Iteration 58Q: 3 clusters Score -6310570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -6310560.000000 Penalty: 5400.279785
	Iteration 59Q: 3 clusters Score -6310560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -6310571.000000 Penalty: 5400.279785
	Iteration 60F: 3 clusters Score -6310571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -6310575.500000 Penalty: 5400.279785
	Iteration 61Q: 3 clusters Score -6310576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -6310580.000000 Penalty: 5400.279785
	Iteration 62Q: 3 clusters Score -6310580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -6310587.500000 Penalty: 5400.279785
	Iteration 63Q: 3 clusters Score -6310588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -6310591.000000 Penalty: 5400.279785
	Iteration 64Q: 3 clusters Score -6310591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6310602.000000 Penalty: 5400.279785
	Iteration 65Q: 3 clusters Score -6310602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6310598.000000 Penalty: 5400.279785
	Iteration 66Q: 3 clusters Score -6310598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6310601.500000 Penalty: 5400.279785
	Iteration 67Q: 3 clusters Score -6310602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6310601.500000 Penalty: 5400.279785
	Iteration 68F: 3 clusters Score -6310602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Entering Unmasked Estep 
Score: -9749414.000000 Penalty: 2811.063721
	Iteration 0F: 2 clusters Score -9749414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -9693382.000000 Penalty: 5622.127441
	Iteration 0F: 3 clusters Score -9693382 nChanged 39465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -9715468.000000 Penalty: 5622.127441
	Iteration 1F: 3 clusters Score -9715468 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9716118.000000 Penalty: 5622.127441
	Iteration 2Q: 3 clusters Score -9716118 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9716876.000000 Penalty: 5622.127441
	Iteration 3Q: 3 clusters Score -9716876 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -9717760.000000 Penalty: 5622.127441
	Iteration 4Q: 3 clusters Score -9717760 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -9718872.000000 Penalty: 5622.127441
	Iteration 5Q: 3 clusters Score -9718872 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -9720262.000000 Penalty: 5622.127441
	Iteration 6Q: 3 clusters Score -9720262 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -9722079.000000 Penalty: 5622.127441
	Iteration 7Q: 3 clusters Score -9722079 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -9724282.000000 Penalty: 5622.127441
	Iteration 8Q: 3 clusters Score -9724282 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -9726977.000000 Penalty: 5622.127441
	Iteration 9F: 3 clusters Score -9726977 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -9730350.000000 Penalty: 5622.127441
	Iteration 10F: 3 clusters Score -9730350 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -9733848.000000 Penalty: 5622.127441
	Iteration 11F: 3 clusters Score -9733848 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -9736829.000000 Penalty: 5622.127441
	Iteration 12F: 3 clusters Score -9736829 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -9739343.000000 Penalty: 5622.127441
	Iteration 13Q: 3 clusters Score -9739343 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -9741441.000000 Penalty: 5622.127441
	Iteration 14Q: 3 clusters Score -9741441 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -9743110.000000 Penalty: 5622.127441
	Iteration 15Q: 3 clusters Score -9743110 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -9744529.000000 Penalty: 5622.127441
	Iteration 16Q: 3 clusters Score -9744529 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -9745640.000000 Penalty: 5622.127441
	Iteration 17Q: 3 clusters Score -9745640 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -9746308.000000 Penalty: 5622.127441
	Iteration 18Q: 3 clusters Score -9746308 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -9746785.000000 Penalty: 5622.127441
	Iteration 19Q: 3 clusters Score -9746785 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -9747156.000000 Penalty: 5622.127441
	Iteration 20F: 3 clusters Score -9747156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -9747414.000000 Penalty: 5622.127441
	Iteration 21Q: 3 clusters Score -9747414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -9747594.000000 Penalty: 5622.127441
	Iteration 22Q: 3 clusters Score -9747594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -9747705.000000 Penalty: 5622.127441
	Iteration 23Q: 3 clusters Score -9747705 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -9747751.000000 Penalty: 5622.127441
	Iteration 24Q: 3 clusters Score -9747751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -9747801.000000 Penalty: 5622.127441
	Iteration 25Q: 3 clusters Score -9747801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -9747817.000000 Penalty: 5622.127441
	Iteration 26Q: 3 clusters Score -9747817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -9747836.000000 Penalty: 5622.127441
	Iteration 27Q: 3 clusters Score -9747836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -9747845.000000 Penalty: 5622.127441
	Iteration 28Q: 3 clusters Score -9747845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -9747849.000000 Penalty: 5622.127441
	Iteration 29Q: 3 clusters Score -9747849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -9747864.000000 Penalty: 5622.127441
	Iteration 30Q: 3 clusters Score -9747864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -9747876.000000 Penalty: 5622.127441
	Iteration 31Q: 3 clusters Score -9747876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -9747894.000000 Penalty: 5622.127441
	Iteration 32Q: 3 clusters Score -9747894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -9747908.000000 Penalty: 5622.127441
	Iteration 33Q: 3 clusters Score -9747908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -9747906.000000 Penalty: 5622.127441
	Iteration 34Q: 3 clusters Score -9747906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -9747903.000000 Penalty: 5622.127441
	Iteration 35Q: 3 clusters Score -9747903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -9747905.000000 Penalty: 5622.127441
	Iteration 36Q: 3 clusters Score -9747905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -9747911.000000 Penalty: 5622.127441
	Iteration 37Q: 3 clusters Score -9747911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -9747906.000000 Penalty: 5622.127441
	Iteration 38Q: 3 clusters Score -9747906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -9747904.000000 Penalty: 5622.127441
	Iteration 39Q: 3 clusters Score -9747904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -9747906.000000 Penalty: 5622.127441
	Iteration 40F: 3 clusters Score -9747906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -9747906.000000 Penalty: 5622.127441
	Iteration 41Q: 3 clusters Score -9747906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -9747908.000000 Penalty: 5622.127441
	Iteration 42Q: 3 clusters Score -9747908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -9747912.000000 Penalty: 5622.127441
	Iteration 43Q: 3 clusters Score -9747912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -9747918.000000 Penalty: 5622.127441
	Iteration 44Q: 3 clusters Score -9747918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -9747915.000000 Penalty: 5622.127441
	Iteration 45Q: 3 clusters Score -9747915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -9747914.000000 Penalty: 5622.127441
	Iteration 46Q: 3 clusters Score -9747914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -9747915.000000 Penalty: 5622.127441
	Iteration 47Q: 3 clusters Score -9747915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -9747914.000000 Penalty: 5622.127441
	Iteration 48Q: 3 clusters Score -9747914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -9747921.000000 Penalty: 5622.127441
	Iteration 49Q: 3 clusters Score -9747921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -9747921.000000 Penalty: 5622.127441
	Iteration 50F: 3 clusters Score -9747921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Entering Unmasked Estep 
Score: -1240284.750000 Penalty: 2304.144775
	Iteration 0F: 2 clusters Score -1240285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1232116.250000 Penalty: 4608.289551
	Iteration 0F: 3 clusters Score -1232116 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1234642.125000 Penalty: 4608.289551
	Iteration 1F: 3 clusters Score -1234642 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1235283.750000 Penalty: 4608.289551
	Iteration 2F: 3 clusters Score -1235284 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1236070.375000 Penalty: 4608.289551
	Iteration 3F: 3 clusters Score -1236070 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1237005.500000 Penalty: 4608.289551
	Iteration 4F: 3 clusters Score -1237006 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1237920.375000 Penalty: 4608.289551
	Iteration 5F: 3 clusters Score -1237920 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1238585.250000 Penalty: 4608.289551
	Iteration 6F: 3 clusters Score -1238585 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1238929.375000 Penalty: 4608.289551
	Iteration 7F: 3 clusters Score -1238929 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1239073.875000 Penalty: 4608.289551
	Iteration 8Q: 3 clusters Score -1239074 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1239121.500000 Penalty: 4608.289551
	Iteration 9Q: 3 clusters Score -1239122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1239151.000000 Penalty: 4608.289551
	Iteration 10Q: 3 clusters Score -1239151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1239161.250000 Penalty: 4608.289551
	Iteration 11Q: 3 clusters Score -1239161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1239164.875000 Penalty: 4608.289551
	Iteration 12Q: 3 clusters Score -1239165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1239172.125000 Penalty: 4608.289551
	Iteration 13Q: 3 clusters Score -1239172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1239176.875000 Penalty: 4608.289551
	Iteration 14Q: 3 clusters Score -1239177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1239178.375000 Penalty: 4608.289551
	Iteration 15Q: 3 clusters Score -1239178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1239179.000000 Penalty: 4608.289551
	Iteration 16Q: 3 clusters Score -1239179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1239179.500000 Penalty: 4608.289551
	Iteration 17Q: 3 clusters Score -1239180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1239179.000000 Penalty: 4608.289551
	Iteration 18Q: 3 clusters Score -1239179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1239178.125000 Penalty: 4608.289551
	Iteration 19Q: 3 clusters Score -1239178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1239178.500000 Penalty: 4608.289551
	Iteration 20F: 3 clusters Score -1239178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1239176.875000 Penalty: 4608.289551
	Iteration 21Q: 3 clusters Score -1239177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1239179.500000 Penalty: 4608.289551
	Iteration 22Q: 3 clusters Score -1239180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1239179.500000 Penalty: 4608.289551
	Iteration 23F: 3 clusters Score -1239180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164587 members 
Entering Unmasked Estep 
Score: -19418002.000000 Penalty: 2978.776123
	Iteration 0F: 2 clusters Score -1.9418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -19307516.000000 Penalty: 5957.552246
	Iteration 0F: 3 clusters Score -1.930752e+07 nChanged 79239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 84497 members 
Entering Unmasked Estep 
Score: -19353656.000000 Penalty: 5957.552246
	Iteration 1F: 3 clusters Score -1.935366e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -19354878.000000 Penalty: 5957.552246
	Iteration 2Q: 3 clusters Score -1.935488e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -19356422.000000 Penalty: 5957.552246
	Iteration 3Q: 3 clusters Score -1.935642e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -19358712.000000 Penalty: 5957.552246
	Iteration 4Q: 3 clusters Score -1.935871e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -19362292.000000 Penalty: 5957.552246
	Iteration 5Q: 3 clusters Score -1.936229e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -19367210.000000 Penalty: 5957.552246
	Iteration 6Q: 3 clusters Score -1.936721e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -19373674.000000 Penalty: 5957.552246
	Iteration 7F: 3 clusters Score -1.937367e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -19380982.000000 Penalty: 5957.552246
	Iteration 8F: 3 clusters Score -1.938098e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -19388566.000000 Penalty: 5957.552246
	Iteration 9F: 3 clusters Score -1.938857e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 133188 members 
Entering Unmasked Estep 
Score: -19395402.000000 Penalty: 5957.552246
	Iteration 10F: 3 clusters Score -1.93954e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 139825 members 
Entering Unmasked Estep 
Score: -19400502.000000 Penalty: 5957.552246
	Iteration 11Q: 3 clusters Score -1.94005e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -19404378.000000 Penalty: 5957.552246
	Iteration 12Q: 3 clusters Score -1.940438e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 149908 members 
Entering Unmasked Estep 
Score: -19407490.000000 Penalty: 5957.552246
	Iteration 13Q: 3 clusters Score -1.940749e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -19409764.000000 Penalty: 5957.552246
	Iteration 14Q: 3 clusters Score -1.940976e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -19411576.000000 Penalty: 5957.552246
	Iteration 15Q: 3 clusters Score -1.941158e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 158752 members 
Entering Unmasked Estep 
Score: -19412672.000000 Penalty: 5957.552246
	Iteration 16Q: 3 clusters Score -1.941267e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -19413648.000000 Penalty: 5957.552246
	Iteration 17Q: 3 clusters Score -1.941365e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -19414188.000000 Penalty: 5957.552246
	Iteration 18Q: 3 clusters Score -1.941419e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 162244 members 
Entering Unmasked Estep 
Score: -19414548.000000 Penalty: 5957.552246
	Iteration 19Q: 3 clusters Score -1.941455e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 162750 members 
Entering Unmasked Estep 
Score: -19414790.000000 Penalty: 5957.552246
	Iteration 20F: 3 clusters Score -1.941479e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -19414982.000000 Penalty: 5957.552246
	Iteration 21Q: 3 clusters Score -1.941498e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -19415106.000000 Penalty: 5957.552246
	Iteration 22Q: 3 clusters Score -1.941511e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 163460 members 
Entering Unmasked Estep 
Score: -19415188.000000 Penalty: 5957.552246
	Iteration 23Q: 3 clusters Score -1.941519e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -19415268.000000 Penalty: 5957.552246
	Iteration 24Q: 3 clusters Score -1.941527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -19415312.000000 Penalty: 5957.552246
	Iteration 25Q: 3 clusters Score -1.941531e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -19415334.000000 Penalty: 5957.552246
	Iteration 26Q: 3 clusters Score -1.941533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -19415370.000000 Penalty: 5957.552246
	Iteration 27Q: 3 clusters Score -1.941537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -19415368.000000 Penalty: 5957.552246
	Iteration 28Q: 3 clusters Score -1.941537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 163800 members 
Entering Unmasked Estep 
Score: -19415408.000000 Penalty: 5957.552246
	Iteration 29Q: 3 clusters Score -1.941541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -19415428.000000 Penalty: 5957.552246
	Iteration 30Q: 3 clusters Score -1.941543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -19415438.000000 Penalty: 5957.552246
	Iteration 31Q: 3 clusters Score -1.941544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -19415434.000000 Penalty: 5957.552246
	Iteration 32Q: 3 clusters Score -1.941543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -19415456.000000 Penalty: 5957.552246
	Iteration 33Q: 3 clusters Score -1.941546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -19415442.000000 Penalty: 5957.552246
	Iteration 34Q: 3 clusters Score -1.941544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 163861 members 
Entering Unmasked Estep 
Score: -19415440.000000 Penalty: 5957.552246
	Iteration 35Q: 3 clusters Score -1.941544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -19415440.000000 Penalty: 5957.552246
	Iteration 36Q: 3 clusters Score -1.941544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -19415432.000000 Penalty: 5957.552246
	Iteration 37Q: 3 clusters Score -1.941543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -19415430.000000 Penalty: 5957.552246
	Iteration 38Q: 3 clusters Score -1.941543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 163873 members 
Entering Unmasked Estep 
Score: -19415424.000000 Penalty: 5957.552246
	Iteration 39Q: 3 clusters Score -1.941542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -19415420.000000 Penalty: 5957.552246
	Iteration 40F: 3 clusters Score -1.941542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -19415428.000000 Penalty: 5957.552246
	Iteration 41Q: 3 clusters Score -1.941543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -19415422.000000 Penalty: 5957.552246
	Iteration 42Q: 3 clusters Score -1.941542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -19415430.000000 Penalty: 5957.552246
	Iteration 43Q: 3 clusters Score -1.941543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -19415436.000000 Penalty: 5957.552246
	Iteration 44Q: 3 clusters Score -1.941544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -19415448.000000 Penalty: 5957.552246
	Iteration 45Q: 3 clusters Score -1.941545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -19415460.000000 Penalty: 5957.552246
	Iteration 46Q: 3 clusters Score -1.941546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 163910 members 
Entering Unmasked Estep 
Score: -19415462.000000 Penalty: 5957.552246
	Iteration 47Q: 3 clusters Score -1.941546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -19415458.000000 Penalty: 5957.552246
	Iteration 48Q: 3 clusters Score -1.941546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -19415460.000000 Penalty: 5957.552246
	Iteration 49Q: 3 clusters Score -1.941546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -19415460.000000 Penalty: 5957.552246
	Iteration 50F: 3 clusters Score -1.941546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (307280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Entering Unmasked Estep 
Score: -35923600.000000 Penalty: 3133.607422
	Iteration 0F: 2 clusters Score -3.59236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153883 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -35719464.000000 Penalty: 6267.214844
	Iteration 0F: 3 clusters Score -3.571946e+07 nChanged 149393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -35808788.000000 Penalty: 6267.214844
	Iteration 1F: 3 clusters Score -3.580879e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 146479 members 
Entering Unmasked Estep 
Score: -35810536.000000 Penalty: 6267.214844
	Iteration 2Q: 3 clusters Score -3.581054e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165287 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
Score: -35813144.000000 Penalty: 6267.214844
	Iteration 3Q: 3 clusters Score -3.581314e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172393 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -35817428.000000 Penalty: 6267.214844
	Iteration 4Q: 3 clusters Score -3.581743e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -35825700.000000 Penalty: 6267.214844
	Iteration 5F: 3 clusters Score -3.58257e+07 nChanged 20004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197911 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -35840976.000000 Penalty: 6267.214844
	Iteration 6F: 3 clusters Score -3.584098e+07 nChanged 22860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214649 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -35861404.000000 Penalty: 6267.214844
	Iteration 7F: 3 clusters Score -3.58614e+07 nChanged 21720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228425 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -35881412.000000 Penalty: 6267.214844
	Iteration 8F: 3 clusters Score -3.588141e+07 nChanged 16042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236887 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -35892596.000000 Penalty: 6267.214844
	Iteration 9F: 3 clusters Score -3.58926e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242891 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -35897748.000000 Penalty: 6267.214844
	Iteration 10Q: 3 clusters Score -3.589775e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248345 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -35901212.000000 Penalty: 6267.214844
	Iteration 11Q: 3 clusters Score -3.590121e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253470 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -35903936.000000 Penalty: 6267.214844
	Iteration 12Q: 3 clusters Score -3.590394e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258306 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -35906524.000000 Penalty: 6267.214844
	Iteration 13Q: 3 clusters Score -3.590652e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262838 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -35908636.000000 Penalty: 6267.214844
	Iteration 14Q: 3 clusters Score -3.590864e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267122 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -35910696.000000 Penalty: 6267.214844
	Iteration 15Q: 3 clusters Score -3.59107e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271142 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -35912892.000000 Penalty: 6267.214844
	Iteration 16Q: 3 clusters Score -3.591289e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274812 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -35914856.000000 Penalty: 6267.214844
	Iteration 17Q: 3 clusters Score -3.591486e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278153 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -35916512.000000 Penalty: 6267.214844
	Iteration 18Q: 3 clusters Score -3.591651e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281106 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -35917880.000000 Penalty: 6267.214844
	Iteration 19Q: 3 clusters Score -3.591788e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283698 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -35918840.000000 Penalty: 6267.214844
	Iteration 20F: 3 clusters Score -3.591884e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285976 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -35919560.000000 Penalty: 6267.214844
	Iteration 21Q: 3 clusters Score -3.591956e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288023 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -35920360.000000 Penalty: 6267.214844
	Iteration 22Q: 3 clusters Score -3.592036e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289805 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -35920912.000000 Penalty: 6267.214844
	Iteration 23Q: 3 clusters Score -3.592091e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291358 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -35921292.000000 Penalty: 6267.214844
	Iteration 24Q: 3 clusters Score -3.592129e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292727 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -35921696.000000 Penalty: 6267.214844
	Iteration 25Q: 3 clusters Score -3.59217e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293911 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -35922008.000000 Penalty: 6267.214844
	Iteration 26Q: 3 clusters Score -3.592201e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294951 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -35922112.000000 Penalty: 6267.214844
	Iteration 27Q: 3 clusters Score -3.592211e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295862 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -35922388.000000 Penalty: 6267.214844
	Iteration 28Q: 3 clusters Score -3.592239e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296650 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -35922572.000000 Penalty: 6267.214844
	Iteration 29Q: 3 clusters Score -3.592257e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297360 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -35922772.000000 Penalty: 6267.214844
	Iteration 30Q: 3 clusters Score -3.592277e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298004 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -35922936.000000 Penalty: 6267.214844
	Iteration 31Q: 3 clusters Score -3.592294e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298593 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -35923012.000000 Penalty: 6267.214844
	Iteration 32Q: 3 clusters Score -3.592301e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299108 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -35923092.000000 Penalty: 6267.214844
	Iteration 33Q: 3 clusters Score -3.592309e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299576 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -35923156.000000 Penalty: 6267.214844
	Iteration 34Q: 3 clusters Score -3.592316e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300001 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -35923220.000000 Penalty: 6267.214844
	Iteration 35Q: 3 clusters Score -3.592322e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300388 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -35923332.000000 Penalty: 6267.214844
	Iteration 36Q: 3 clusters Score -3.592333e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300694 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -35923328.000000 Penalty: 6267.214844
	Iteration 37Q: 3 clusters Score -3.592333e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300957 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -35923428.000000 Penalty: 6267.214844
	Iteration 38Q: 3 clusters Score -3.592343e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301192 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -35923452.000000 Penalty: 6267.214844
	Iteration 39Q: 3 clusters Score -3.592345e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301397 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -35923440.000000 Penalty: 6267.214844
	Iteration 40F: 3 clusters Score -3.592344e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301585 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -35923428.000000 Penalty: 6267.214844
	Iteration 41Q: 3 clusters Score -3.592343e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301759 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -35923372.000000 Penalty: 6267.214844
	Iteration 42Q: 3 clusters Score -3.592337e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301913 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -35923348.000000 Penalty: 6267.214844
	Iteration 43Q: 3 clusters Score -3.592335e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302054 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -35923312.000000 Penalty: 6267.214844
	Iteration 44Q: 3 clusters Score -3.592331e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302194 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -35923248.000000 Penalty: 6267.214844
	Iteration 45Q: 3 clusters Score -3.592325e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302340 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -35923212.000000 Penalty: 6267.214844
	Iteration 46Q: 3 clusters Score -3.592321e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302474 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -35923276.000000 Penalty: 6267.214844
	Iteration 47Q: 3 clusters Score -3.592328e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302586 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -35923204.000000 Penalty: 6267.214844
	Iteration 48Q: 3 clusters Score -3.59232e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302690 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -35923112.000000 Penalty: 6267.214844
	Iteration 49Q: 3 clusters Score -3.592311e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302775 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -35923056.000000 Penalty: 6267.214844
	Iteration 50Q: 3 clusters Score -3.592306e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302851 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -35923068.000000 Penalty: 6267.214844
	Iteration 51Q: 3 clusters Score -3.592307e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302919 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -35923048.000000 Penalty: 6267.214844
	Iteration 52Q: 3 clusters Score -3.592305e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302982 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -35922988.000000 Penalty: 6267.214844
	Iteration 53Q: 3 clusters Score -3.592299e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303029 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -35922948.000000 Penalty: 6267.214844
	Iteration 54Q: 3 clusters Score -3.592295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303073 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -35922932.000000 Penalty: 6267.214844
	Iteration 55Q: 3 clusters Score -3.592293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303116 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -35922904.000000 Penalty: 6267.214844
	Iteration 56Q: 3 clusters Score -3.59229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303161 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -35922864.000000 Penalty: 6267.214844
	Iteration 57Q: 3 clusters Score -3.592286e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303206 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -35922900.000000 Penalty: 6267.214844
	Iteration 58Q: 3 clusters Score -3.59229e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303245 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -35922884.000000 Penalty: 6267.214844
	Iteration 59Q: 3 clusters Score -3.592288e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303282 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -35922856.000000 Penalty: 6267.214844
	Iteration 60F: 3 clusters Score -3.592286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303312 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -35922864.000000 Penalty: 6267.214844
	Iteration 61Q: 3 clusters Score -3.592286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303350 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -35922868.000000 Penalty: 6267.214844
	Iteration 62Q: 3 clusters Score -3.592287e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303394 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -35922824.000000 Penalty: 6267.214844
	Iteration 63Q: 3 clusters Score -3.592282e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303438 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -35922804.000000 Penalty: 6267.214844
	Iteration 64Q: 3 clusters Score -3.59228e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303481 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -35922796.000000 Penalty: 6267.214844
	Iteration 65Q: 3 clusters Score -3.59228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303519 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -35922772.000000 Penalty: 6267.214844
	Iteration 66Q: 3 clusters Score -3.592277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303562 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -35922732.000000 Penalty: 6267.214844
	Iteration 67Q: 3 clusters Score -3.592273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303599 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -35922728.000000 Penalty: 6267.214844
	Iteration 68Q: 3 clusters Score -3.592273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303630 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -35922732.000000 Penalty: 6267.214844
	Iteration 69Q: 3 clusters Score -3.592273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303651 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -35922732.000000 Penalty: 6267.214844
	Iteration 70Q: 3 clusters Score -3.592273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303669 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -35922692.000000 Penalty: 6267.214844
	Iteration 71Q: 3 clusters Score -3.592269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303685 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -35922692.000000 Penalty: 6267.214844
	Iteration 72Q: 3 clusters Score -3.592269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303700 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -35922708.000000 Penalty: 6267.214844
	Iteration 73Q: 3 clusters Score -3.592271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303715 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -35922700.000000 Penalty: 6267.214844
	Iteration 74Q: 3 clusters Score -3.59227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303726 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -35922696.000000 Penalty: 6267.214844
	Iteration 75Q: 3 clusters Score -3.59227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303733 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -35922708.000000 Penalty: 6267.214844
	Iteration 76Q: 3 clusters Score -3.592271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303740 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -35922700.000000 Penalty: 6267.214844
	Iteration 77Q: 3 clusters Score -3.59227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303745 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -35922684.000000 Penalty: 6267.214844
	Iteration 78Q: 3 clusters Score -3.592268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303751 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -35922692.000000 Penalty: 6267.214844
	Iteration 79Q: 3 clusters Score -3.592269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303757 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -35922664.000000 Penalty: 6267.214844
	Iteration 80F: 3 clusters Score -3.592266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303764 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -35922660.000000 Penalty: 6267.214844
	Iteration 81Q: 3 clusters Score -3.592266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303768 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -35922648.000000 Penalty: 6267.214844
	Iteration 82Q: 3 clusters Score -3.592265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303771 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -35922656.000000 Penalty: 6267.214844
	Iteration 83Q: 3 clusters Score -3.592266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303773 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -35922656.000000 Penalty: 6267.214844
	Iteration 84Q: 3 clusters Score -3.592266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303775 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -35922660.000000 Penalty: 6267.214844
	Iteration 85Q: 3 clusters Score -3.592266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303777 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -35922644.000000 Penalty: 6267.214844
	Iteration 86Q: 3 clusters Score -3.592264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303778 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -35922632.000000 Penalty: 6267.214844
	Iteration 87Q: 3 clusters Score -3.592263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303781 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -35922652.000000 Penalty: 6267.214844
	Iteration 88Q: 3 clusters Score -3.592265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303782 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -35922652.000000 Penalty: 6267.214844
	Iteration 89Q: 3 clusters Score -3.592265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303782 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -35922652.000000 Penalty: 6267.214844
	Iteration 90F: 3 clusters Score -3.592265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Entering Unmasked Estep 
Score: -9178558.000000 Penalty: 2791.909180
	Iteration 0F: 2 clusters Score -9178558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -9126739.000000 Penalty: 5583.818359
	Iteration 0F: 3 clusters Score -9126739 nChanged 36429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -9146932.000000 Penalty: 5583.818359
	Iteration 1F: 3 clusters Score -9146932 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -9147852.000000 Penalty: 5583.818359
	Iteration 2Q: 3 clusters Score -9147852 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -9148795.000000 Penalty: 5583.818359
	Iteration 3Q: 3 clusters Score -9148795 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -9150216.000000 Penalty: 5583.818359
	Iteration 4Q: 3 clusters Score -9150216 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -9152393.000000 Penalty: 5583.818359
	Iteration 5F: 3 clusters Score -9152393 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -9155722.000000 Penalty: 5583.818359
	Iteration 6F: 3 clusters Score -9155722 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -9160158.000000 Penalty: 5583.818359
	Iteration 7F: 3 clusters Score -9160158 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -9164963.000000 Penalty: 5583.818359
	Iteration 8F: 3 clusters Score -9164963 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -9169170.000000 Penalty: 5583.818359
	Iteration 9F: 3 clusters Score -9169170 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -9172180.000000 Penalty: 5583.818359
	Iteration 10Q: 3 clusters Score -9172180 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -9173957.000000 Penalty: 5583.818359
	Iteration 11Q: 3 clusters Score -9173957 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9175009.000000 Penalty: 5583.818359
	Iteration 12Q: 3 clusters Score -9175009 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -9175631.000000 Penalty: 5583.818359
	Iteration 13Q: 3 clusters Score -9175631 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9175992.000000 Penalty: 5583.818359
	Iteration 14Q: 3 clusters Score -9175992 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -9176213.000000 Penalty: 5583.818359
	Iteration 15Q: 3 clusters Score -9176213 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -9176365.000000 Penalty: 5583.818359
	Iteration 16Q: 3 clusters Score -9176365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -9176463.000000 Penalty: 5583.818359
	Iteration 17Q: 3 clusters Score -9176463 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -9176534.000000 Penalty: 5583.818359
	Iteration 18Q: 3 clusters Score -9176534 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -9176551.000000 Penalty: 5583.818359
	Iteration 19Q: 3 clusters Score -9176551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -9176615.000000 Penalty: 5583.818359
	Iteration 20F: 3 clusters Score -9176615 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -9176660.000000 Penalty: 5583.818359
	Iteration 21Q: 3 clusters Score -9176660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -9176680.000000 Penalty: 5583.818359
	Iteration 22Q: 3 clusters Score -9176680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -9176707.000000 Penalty: 5583.818359
	Iteration 23Q: 3 clusters Score -9176707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -9176698.000000 Penalty: 5583.818359
	Iteration 24Q: 3 clusters Score -9176698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -9176720.000000 Penalty: 5583.818359
	Iteration 25Q: 3 clusters Score -9176720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -9176723.000000 Penalty: 5583.818359
	Iteration 26Q: 3 clusters Score -9176723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -9176740.000000 Penalty: 5583.818359
	Iteration 27Q: 3 clusters Score -9176740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -9176753.000000 Penalty: 5583.818359
	Iteration 28Q: 3 clusters Score -9176753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -9176773.000000 Penalty: 5583.818359
	Iteration 29Q: 3 clusters Score -9176773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -9176788.000000 Penalty: 5583.818359
	Iteration 30Q: 3 clusters Score -9176788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -9176781.000000 Penalty: 5583.818359
	Iteration 31Q: 3 clusters Score -9176781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -9176788.000000 Penalty: 5583.818359
	Iteration 32Q: 3 clusters Score -9176788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -9176795.000000 Penalty: 5583.818359
	Iteration 33Q: 3 clusters Score -9176795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -9176785.000000 Penalty: 5583.818359
	Iteration 34Q: 3 clusters Score -9176785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -9176800.000000 Penalty: 5583.818359
	Iteration 35Q: 3 clusters Score -9176800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -9176802.000000 Penalty: 5583.818359
	Iteration 36Q: 3 clusters Score -9176802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -9176801.000000 Penalty: 5583.818359
	Iteration 37Q: 3 clusters Score -9176801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -9176812.000000 Penalty: 5583.818359
	Iteration 38Q: 3 clusters Score -9176812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -9176809.000000 Penalty: 5583.818359
	Iteration 39Q: 3 clusters Score -9176809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -9176807.000000 Penalty: 5583.818359
	Iteration 40F: 3 clusters Score -9176807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -9176814.000000 Penalty: 5583.818359
	Iteration 41Q: 3 clusters Score -9176814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -9176815.000000 Penalty: 5583.818359
	Iteration 42Q: 3 clusters Score -9176815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -9176820.000000 Penalty: 5583.818359
	Iteration 43Q: 3 clusters Score -9176820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -9176814.000000 Penalty: 5583.818359
	Iteration 44Q: 3 clusters Score -9176814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -9176824.000000 Penalty: 5583.818359
	Iteration 45Q: 3 clusters Score -9176824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -9176829.000000 Penalty: 5583.818359
	Iteration 46Q: 3 clusters Score -9176829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -9176821.000000 Penalty: 5583.818359
	Iteration 47Q: 3 clusters Score -9176821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9176823.000000 Penalty: 5583.818359
	Iteration 48Q: 3 clusters Score -9176823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -9176822.000000 Penalty: 5583.818359
	Iteration 49Q: 3 clusters Score -9176822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -9176814.000000 Penalty: 5583.818359
	Iteration 50Q: 3 clusters Score -9176814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -9176810.000000 Penalty: 5583.818359
	Iteration 51Q: 3 clusters Score -9176810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -9176809.000000 Penalty: 5583.818359
	Iteration 52Q: 3 clusters Score -9176809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -9176808.000000 Penalty: 5583.818359
	Iteration 53Q: 3 clusters Score -9176808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -9176817.000000 Penalty: 5583.818359
	Iteration 54Q: 3 clusters Score -9176817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -9176808.000000 Penalty: 5583.818359
	Iteration 55Q: 3 clusters Score -9176808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -9176806.000000 Penalty: 5583.818359
	Iteration 56Q: 3 clusters Score -9176806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -9176813.000000 Penalty: 5583.818359
	Iteration 57Q: 3 clusters Score -9176813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -9176813.000000 Penalty: 5583.818359
	Iteration 58F: 3 clusters Score -9176813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Entering Unmasked Estep 
Score: -2535796.750000 Penalty: 2472.264160
	Iteration 0F: 2 clusters Score -2535797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2520662.000000 Penalty: 4944.528320
	Iteration 0F: 3 clusters Score -2520662 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2525897.000000 Penalty: 4944.528320
	Iteration 1F: 3 clusters Score -2525897 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2526263.500000 Penalty: 4944.528320
	Iteration 2F: 3 clusters Score -2526264 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2526617.750000 Penalty: 4944.528320
	Iteration 3Q: 3 clusters Score -2526618 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2526991.500000 Penalty: 4944.528320
	Iteration 4Q: 3 clusters Score -2526992 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2527446.250000 Penalty: 4944.528320
	Iteration 5Q: 3 clusters Score -2527446 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2528044.500000 Penalty: 4944.528320
	Iteration 6F: 3 clusters Score -2528044 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2528809.500000 Penalty: 4944.528320
	Iteration 7F: 3 clusters Score -2528810 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2529866.000000 Penalty: 4944.528320
	Iteration 8F: 3 clusters Score -2529866 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2531143.500000 Penalty: 4944.528320
	Iteration 9F: 3 clusters Score -2531144 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2532219.000000 Penalty: 4944.528320
	Iteration 10F: 3 clusters Score -2532219 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2532880.250000 Penalty: 4944.528320
	Iteration 11Q: 3 clusters Score -2532880 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2533231.250000 Penalty: 4944.528320
	Iteration 12Q: 3 clusters Score -2533231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2533409.500000 Penalty: 4944.528320
	Iteration 13Q: 3 clusters Score -2533410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2533494.500000 Penalty: 4944.528320
	Iteration 14Q: 3 clusters Score -2533494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2533539.250000 Penalty: 4944.528320
	Iteration 15Q: 3 clusters Score -2533539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2533578.500000 Penalty: 4944.528320
	Iteration 16Q: 3 clusters Score -2533578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2533597.750000 Penalty: 4944.528320
	Iteration 17Q: 3 clusters Score -2533598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2533606.750000 Penalty: 4944.528320
	Iteration 18Q: 3 clusters Score -2533607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2533616.750000 Penalty: 4944.528320
	Iteration 19Q: 3 clusters Score -2533617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2533631.250000 Penalty: 4944.528320
	Iteration 20F: 3 clusters Score -2533631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2533647.750000 Penalty: 4944.528320
	Iteration 21Q: 3 clusters Score -2533648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2533677.000000 Penalty: 4944.528320
	Iteration 22Q: 3 clusters Score -2533677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2533693.750000 Penalty: 4944.528320
	Iteration 23Q: 3 clusters Score -2533694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2533709.500000 Penalty: 4944.528320
	Iteration 24Q: 3 clusters Score -2533710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2533715.500000 Penalty: 4944.528320
	Iteration 25Q: 3 clusters Score -2533716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2533719.250000 Penalty: 4944.528320
	Iteration 26Q: 3 clusters Score -2533719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2533721.000000 Penalty: 4944.528320
	Iteration 27Q: 3 clusters Score -2533721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2533722.250000 Penalty: 4944.528320
	Iteration 28Q: 3 clusters Score -2533722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2533727.500000 Penalty: 4944.528320
	Iteration 29Q: 3 clusters Score -2533728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2533740.500000 Penalty: 4944.528320
	Iteration 30Q: 3 clusters Score -2533740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2533751.750000 Penalty: 4944.528320
	Iteration 31Q: 3 clusters Score -2533752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2533754.500000 Penalty: 4944.528320
	Iteration 32Q: 3 clusters Score -2533754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2533763.000000 Penalty: 4944.528320
	Iteration 33Q: 3 clusters Score -2533763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2533768.750000 Penalty: 4944.528320
	Iteration 34Q: 3 clusters Score -2533769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2533768.750000 Penalty: 4944.528320
	Iteration 35F: 3 clusters Score -2533769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Entering Unmasked Estep 
Score: -3524766.750000 Penalty: 2552.855469
	Iteration 0F: 2 clusters Score -3524767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3504383.000000 Penalty: 5105.710938
	Iteration 0F: 3 clusters Score -3504383 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3511714.750000 Penalty: 5105.710938
	Iteration 1F: 3 clusters Score -3511715 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3512241.250000 Penalty: 5105.710938
	Iteration 2F: 3 clusters Score -3512241 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3512735.750000 Penalty: 5105.710938
	Iteration 3Q: 3 clusters Score -3512736 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3513295.750000 Penalty: 5105.710938
	Iteration 4Q: 3 clusters Score -3513296 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3514047.500000 Penalty: 5105.710938
	Iteration 5F: 3 clusters Score -3514048 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3515003.500000 Penalty: 5105.710938
	Iteration 6F: 3 clusters Score -3515004 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3516193.500000 Penalty: 5105.710938
	Iteration 7F: 3 clusters Score -3516194 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3517724.500000 Penalty: 5105.710938
	Iteration 8F: 3 clusters Score -3517724 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3519291.750000 Penalty: 5105.710938
	Iteration 9F: 3 clusters Score -3519292 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3520554.250000 Penalty: 5105.710938
	Iteration 10Q: 3 clusters Score -3520554 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3521403.500000 Penalty: 5105.710938
	Iteration 11Q: 3 clusters Score -3521404 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3521830.000000 Penalty: 5105.710938
	Iteration 12Q: 3 clusters Score -3521830 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3522031.250000 Penalty: 5105.710938
	Iteration 13Q: 3 clusters Score -3522031 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3522151.000000 Penalty: 5105.710938
	Iteration 14Q: 3 clusters Score -3522151 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3522229.500000 Penalty: 5105.710938
	Iteration 15Q: 3 clusters Score -3522230 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3522281.000000 Penalty: 5105.710938
	Iteration 16Q: 3 clusters Score -3522281 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3522340.250000 Penalty: 5105.710938
	Iteration 17Q: 3 clusters Score -3522340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3522382.500000 Penalty: 5105.710938
	Iteration 18Q: 3 clusters Score -3522382 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3522429.000000 Penalty: 5105.710938
	Iteration 19Q: 3 clusters Score -3522429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3522469.000000 Penalty: 5105.710938
	Iteration 20F: 3 clusters Score -3522469 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3522508.250000 Penalty: 5105.710938
	Iteration 21Q: 3 clusters Score -3522508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3522528.500000 Penalty: 5105.710938
	Iteration 22Q: 3 clusters Score -3522528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3522545.500000 Penalty: 5105.710938
	Iteration 23Q: 3 clusters Score -3522546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3522564.750000 Penalty: 5105.710938
	Iteration 24Q: 3 clusters Score -3522565 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3522591.000000 Penalty: 5105.710938
	Iteration 25Q: 3 clusters Score -3522591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3522613.250000 Penalty: 5105.710938
	Iteration 26Q: 3 clusters Score -3522613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3522625.000000 Penalty: 5105.710938
	Iteration 27Q: 3 clusters Score -3522625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3522633.000000 Penalty: 5105.710938
	Iteration 28Q: 3 clusters Score -3522633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3522643.250000 Penalty: 5105.710938
	Iteration 29Q: 3 clusters Score -3522643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3522653.750000 Penalty: 5105.710938
	Iteration 30Q: 3 clusters Score -3522654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3522656.750000 Penalty: 5105.710938
	Iteration 31Q: 3 clusters Score -3522657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3522664.000000 Penalty: 5105.710938
	Iteration 32Q: 3 clusters Score -3522664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3522668.750000 Penalty: 5105.710938
	Iteration 33Q: 3 clusters Score -3522669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3522675.250000 Penalty: 5105.710938
	Iteration 34Q: 3 clusters Score -3522675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3522684.750000 Penalty: 5105.710938
	Iteration 35Q: 3 clusters Score -3522685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3522689.250000 Penalty: 5105.710938
	Iteration 36Q: 3 clusters Score -3522689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3522687.250000 Penalty: 5105.710938
	Iteration 37Q: 3 clusters Score -3522687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3522690.250000 Penalty: 5105.710938
	Iteration 38Q: 3 clusters Score -3522690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3522697.750000 Penalty: 5105.710938
	Iteration 39Q: 3 clusters Score -3522698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3522698.000000 Penalty: 5105.710938
	Iteration 40F: 3 clusters Score -3522698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3522702.000000 Penalty: 5105.710938
	Iteration 41Q: 3 clusters Score -3522702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3522710.250000 Penalty: 5105.710938
	Iteration 42Q: 3 clusters Score -3522710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3522703.500000 Penalty: 5105.710938
	Iteration 43Q: 3 clusters Score -3522704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3522702.500000 Penalty: 5105.710938
	Iteration 44Q: 3 clusters Score -3522702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3522709.500000 Penalty: 5105.710938
	Iteration 45Q: 3 clusters Score -3522710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3522710.250000 Penalty: 5105.710938
	Iteration 46Q: 3 clusters Score -3522710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3522707.250000 Penalty: 5105.710938
	Iteration 47Q: 3 clusters Score -3522707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3522710.250000 Penalty: 5105.710938
	Iteration 48Q: 3 clusters Score -3522710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3522718.750000 Penalty: 5105.710938
	Iteration 49Q: 3 clusters Score -3522719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3522714.000000 Penalty: 5105.710938
	Iteration 50Q: 3 clusters Score -3522714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3522715.500000 Penalty: 5105.710938
	Iteration 51Q: 3 clusters Score -3522716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3522714.750000 Penalty: 5105.710938
	Iteration 52Q: 3 clusters Score -3522715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3522716.500000 Penalty: 5105.710938
	Iteration 53Q: 3 clusters Score -3522716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3522716.500000 Penalty: 5105.710938
	Iteration 54F: 3 clusters Score -3522716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -212668.593750 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -212668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210076.609375 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -210076.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210495.843750 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -210495.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210622.421875 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -210622.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210697.312500 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -210697.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -210753.031250 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -210753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -210788.812500 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -210788.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210812.765625 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -210812.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -210833.015625 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -210833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210843.859375 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -210843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210848.625000 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -210848.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210851.093750 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -210851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210854.187500 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -210854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210857.125000 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -210857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210861.078125 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -210861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210864.953125 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -210865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210869.015625 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -210869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210871.046875 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -210871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210872.281250 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -210872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210873.468750 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -210873.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210873.468750 Penalty: 3731.378906
	Iteration 19F: 3 clusters Score -210873.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Entering Unmasked Estep 
Score: -4780921.500000 Penalty: 2630.659912
	Iteration 0F: 2 clusters Score -4780922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4753625.000000 Penalty: 5261.319824
	Iteration 0F: 3 clusters Score -4753625 nChanged 18467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4763839.500000 Penalty: 5261.319824
	Iteration 1F: 3 clusters Score -4763840 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4764381.000000 Penalty: 5261.319824
	Iteration 2Q: 3 clusters Score -4764381 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4764946.000000 Penalty: 5261.319824
	Iteration 3Q: 3 clusters Score -4764946 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4765729.500000 Penalty: 5261.319824
	Iteration 4Q: 3 clusters Score -4765730 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -4766793.500000 Penalty: 5261.319824
	Iteration 5F: 3 clusters Score -4766794 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4768418.500000 Penalty: 5261.319824
	Iteration 6F: 3 clusters Score -4768418 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -4770672.500000 Penalty: 5261.319824
	Iteration 7F: 3 clusters Score -4770672 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4773288.500000 Penalty: 5261.319824
	Iteration 8F: 3 clusters Score -4773288 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4775509.500000 Penalty: 5261.319824
	Iteration 9F: 3 clusters Score -4775510 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4776910.500000 Penalty: 5261.319824
	Iteration 10Q: 3 clusters Score -4776910 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4777679.500000 Penalty: 5261.319824
	Iteration 11Q: 3 clusters Score -4777680 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4778102.000000 Penalty: 5261.319824
	Iteration 12Q: 3 clusters Score -4778102 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4778328.500000 Penalty: 5261.319824
	Iteration 13Q: 3 clusters Score -4778328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4778446.500000 Penalty: 5261.319824
	Iteration 14Q: 3 clusters Score -4778446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4778506.500000 Penalty: 5261.319824
	Iteration 15Q: 3 clusters Score -4778506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4778560.000000 Penalty: 5261.319824
	Iteration 16Q: 3 clusters Score -4778560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4778597.500000 Penalty: 5261.319824
	Iteration 17Q: 3 clusters Score -4778598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4778623.500000 Penalty: 5261.319824
	Iteration 18Q: 3 clusters Score -4778624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4778638.000000 Penalty: 5261.319824
	Iteration 19Q: 3 clusters Score -4778638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4778653.500000 Penalty: 5261.319824
	Iteration 20F: 3 clusters Score -4778654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4778667.500000 Penalty: 5261.319824
	Iteration 21Q: 3 clusters Score -4778668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4778691.000000 Penalty: 5261.319824
	Iteration 22Q: 3 clusters Score -4778691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4778700.500000 Penalty: 5261.319824
	Iteration 23Q: 3 clusters Score -4778700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4778714.500000 Penalty: 5261.319824
	Iteration 24Q: 3 clusters Score -4778714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4778715.500000 Penalty: 5261.319824
	Iteration 25Q: 3 clusters Score -4778716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4778723.000000 Penalty: 5261.319824
	Iteration 26Q: 3 clusters Score -4778723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4778724.500000 Penalty: 5261.319824
	Iteration 27Q: 3 clusters Score -4778724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4778722.500000 Penalty: 5261.319824
	Iteration 28Q: 3 clusters Score -4778722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4778722.500000 Penalty: 5261.319824
	Iteration 29F: 3 clusters Score -4778722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -268027.812500 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -268027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -265167.125000 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -265167.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -265769.906250 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -265769.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -266002.250000 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -266002.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266230.375000 Penalty: 3865.209961
	Iteration 3F: 3 clusters Score -266230.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -266502.625000 Penalty: 3865.209961
	Iteration 4F: 3 clusters Score -266502.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -266930.875000 Penalty: 3865.209961
	Iteration 5F: 3 clusters Score -266930.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267499.812500 Penalty: 3865.209961
	Iteration 6F: 3 clusters Score -267499.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268108.750000 Penalty: 3865.209961
	Iteration 7F: 3 clusters Score -268108.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -268604.187500 Penalty: 3865.209961
	Iteration 8F: 3 clusters Score -268604.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -268802.187500 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -268802.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -269019.093750 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -269019.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -269386.125000 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -269386.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -269850.000000 Penalty: 3865.209961
	Iteration 12F: 3 clusters Score -269850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -270905.500000 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -270905.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272129.468750 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -272129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -272153.031250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -272153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -272153.031250 Penalty: 3865.209961
	Iteration 16F: 3 clusters Score -272153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77168 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210367 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195767 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164587 members 
Mstep: Class 16 contains 307280 members 
Mstep: Class 17 contains 77474 members 
Mstep: Class 18 contains 21350 members 
Mstep: Class 19 contains 29548 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1225 members 
Entering Unmasked Estep 
Score: -183990336.000000 Penalty: 109879.187500
Splitting cluster 22 changes total score from -183988496.000000 to -183990336.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -2247304.750000 Penalty: 2447.883789
	Iteration 0F: 2 clusters Score -2247305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2233593.000000 Penalty: 4895.767578
	Iteration 0F: 3 clusters Score -2233593 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2238425.000000 Penalty: 4895.767578
	Iteration 1F: 3 clusters Score -2238425 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2239071.750000 Penalty: 4895.767578
	Iteration 2F: 3 clusters Score -2239072 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2239759.250000 Penalty: 4895.767578
	Iteration 3F: 3 clusters Score -2239759 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2240609.000000 Penalty: 4895.767578
	Iteration 4F: 3 clusters Score -2240609 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2241561.750000 Penalty: 4895.767578
	Iteration 5F: 3 clusters Score -2241562 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2242494.500000 Penalty: 4895.767578
	Iteration 6F: 3 clusters Score -2242494 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2243407.500000 Penalty: 4895.767578
	Iteration 7F: 3 clusters Score -2243408 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2244173.750000 Penalty: 4895.767578
	Iteration 8F: 3 clusters Score -2244174 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2244799.750000 Penalty: 4895.767578
	Iteration 9Q: 3 clusters Score -2244800 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2245246.500000 Penalty: 4895.767578
	Iteration 10Q: 3 clusters Score -2245246 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2245553.000000 Penalty: 4895.767578
	Iteration 11Q: 3 clusters Score -2245553 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2245760.250000 Penalty: 4895.767578
	Iteration 12Q: 3 clusters Score -2245760 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2245953.750000 Penalty: 4895.767578
	Iteration 13Q: 3 clusters Score -2245954 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2246111.750000 Penalty: 4895.767578
	Iteration 14Q: 3 clusters Score -2246112 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2246249.250000 Penalty: 4895.767578
	Iteration 15Q: 3 clusters Score -2246249 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2246337.500000 Penalty: 4895.767578
	Iteration 16Q: 3 clusters Score -2246338 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2246415.500000 Penalty: 4895.767578
	Iteration 17Q: 3 clusters Score -2246416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2246507.750000 Penalty: 4895.767578
	Iteration 18Q: 3 clusters Score -2246508 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2246569.500000 Penalty: 4895.767578
	Iteration 19Q: 3 clusters Score -2246570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2246629.750000 Penalty: 4895.767578
	Iteration 20F: 3 clusters Score -2246630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2246672.500000 Penalty: 4895.767578
	Iteration 21Q: 3 clusters Score -2246672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2246700.500000 Penalty: 4895.767578
	Iteration 22Q: 3 clusters Score -2246700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2246724.500000 Penalty: 4895.767578
	Iteration 23Q: 3 clusters Score -2246724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2246749.000000 Penalty: 4895.767578
	Iteration 24Q: 3 clusters Score -2246749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2246758.250000 Penalty: 4895.767578
	Iteration 25Q: 3 clusters Score -2246758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2246769.000000 Penalty: 4895.767578
	Iteration 26Q: 3 clusters Score -2246769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2246766.500000 Penalty: 4895.767578
	Iteration 27Q: 3 clusters Score -2246766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2246776.750000 Penalty: 4895.767578
	Iteration 28Q: 3 clusters Score -2246777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2246782.750000 Penalty: 4895.767578
	Iteration 29Q: 3 clusters Score -2246783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2246786.500000 Penalty: 4895.767578
	Iteration 30Q: 3 clusters Score -2246786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2246797.000000 Penalty: 4895.767578
	Iteration 31Q: 3 clusters Score -2246797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2246802.250000 Penalty: 4895.767578
	Iteration 32Q: 3 clusters Score -2246802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2246806.000000 Penalty: 4895.767578
	Iteration 33Q: 3 clusters Score -2246806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2246808.750000 Penalty: 4895.767578
	Iteration 34Q: 3 clusters Score -2246809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2246813.000000 Penalty: 4895.767578
	Iteration 35Q: 3 clusters Score -2246813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2246817.750000 Penalty: 4895.767578
	Iteration 36Q: 3 clusters Score -2246818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2246821.750000 Penalty: 4895.767578
	Iteration 37Q: 3 clusters Score -2246822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2246813.000000 Penalty: 4895.767578
	Iteration 38Q: 3 clusters Score -2246813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2246816.500000 Penalty: 4895.767578
	Iteration 39Q: 3 clusters Score -2246816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2246818.000000 Penalty: 4895.767578
	Iteration 40F: 3 clusters Score -2246818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2246816.750000 Penalty: 4895.767578
	Iteration 41Q: 3 clusters Score -2246817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2246815.000000 Penalty: 4895.767578
	Iteration 42Q: 3 clusters Score -2246815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2246820.500000 Penalty: 4895.767578
	Iteration 43Q: 3 clusters Score -2246820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2246820.750000 Penalty: 4895.767578
	Iteration 44Q: 3 clusters Score -2246821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2246817.750000 Penalty: 4895.767578
	Iteration 45Q: 3 clusters Score -2246818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2246819.000000 Penalty: 4895.767578
	Iteration 46Q: 3 clusters Score -2246819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2246822.250000 Penalty: 4895.767578
	Iteration 47Q: 3 clusters Score -2246822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2246820.000000 Penalty: 4895.767578
	Iteration 48Q: 3 clusters Score -2246820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2246820.000000 Penalty: 4895.767578
	Iteration 49Q: 3 clusters Score -2246820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2246820.250000 Penalty: 4895.767578
	Iteration 50Q: 3 clusters Score -2246820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2246816.500000 Penalty: 4895.767578
	Iteration 51Q: 3 clusters Score -2246816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2246816.500000 Penalty: 4895.767578
	Iteration 52F: 3 clusters Score -2246816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -97619.929688 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -97619.93 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 439 members 
Entering Unmasked Estep 
Score: -95768.101562 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -95768.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96006.265625 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -96006.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96084.679688 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -96084.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96121.054688 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -96121.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96139.054688 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -96139.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96148.820312 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -96148.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96151.218750 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -96151.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96151.218750 Penalty: 3350.861328
	Iteration 7F: 3 clusters Score -96151.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Entering Unmasked Estep 
Score: -1405088.125000 Penalty: 2345.792236
	Iteration 0F: 2 clusters Score -1405088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1395633.375000 Penalty: 4691.584473
	Iteration 0F: 3 clusters Score -1395633 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1398664.875000 Penalty: 4691.584473
	Iteration 1F: 3 clusters Score -1398665 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1399103.250000 Penalty: 4691.584473
	Iteration 2F: 3 clusters Score -1399103 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1399422.875000 Penalty: 4691.584473
	Iteration 3F: 3 clusters Score -1399423 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1399648.750000 Penalty: 4691.584473
	Iteration 4Q: 3 clusters Score -1399649 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1399853.125000 Penalty: 4691.584473
	Iteration 5Q: 3 clusters Score -1399853 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1400059.875000 Penalty: 4691.584473
	Iteration 6Q: 3 clusters Score -1400060 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1400273.500000 Penalty: 4691.584473
	Iteration 7Q: 3 clusters Score -1400274 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1400480.000000 Penalty: 4691.584473
	Iteration 8Q: 3 clusters Score -1400480 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1400740.000000 Penalty: 4691.584473
	Iteration 9Q: 3 clusters Score -1400740 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1401025.625000 Penalty: 4691.584473
	Iteration 10Q: 3 clusters Score -1401026 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1401329.625000 Penalty: 4691.584473
	Iteration 11Q: 3 clusters Score -1401330 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1401602.250000 Penalty: 4691.584473
	Iteration 12Q: 3 clusters Score -1401602 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1401841.125000 Penalty: 4691.584473
	Iteration 13Q: 3 clusters Score -1401841 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1402041.500000 Penalty: 4691.584473
	Iteration 14Q: 3 clusters Score -1402042 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1402193.625000 Penalty: 4691.584473
	Iteration 15Q: 3 clusters Score -1402194 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1402331.625000 Penalty: 4691.584473
	Iteration 16Q: 3 clusters Score -1402332 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1402432.625000 Penalty: 4691.584473
	Iteration 17Q: 3 clusters Score -1402433 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1402499.750000 Penalty: 4691.584473
	Iteration 18Q: 3 clusters Score -1402500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1402556.500000 Penalty: 4691.584473
	Iteration 19Q: 3 clusters Score -1402556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1402604.500000 Penalty: 4691.584473
	Iteration 20F: 3 clusters Score -1402604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1402640.750000 Penalty: 4691.584473
	Iteration 21Q: 3 clusters Score -1402641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1402681.375000 Penalty: 4691.584473
	Iteration 22Q: 3 clusters Score -1402681 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1402721.625000 Penalty: 4691.584473
	Iteration 23Q: 3 clusters Score -1402722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1402760.375000 Penalty: 4691.584473
	Iteration 24Q: 3 clusters Score -1402760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1402805.375000 Penalty: 4691.584473
	Iteration 25Q: 3 clusters Score -1402805 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1402862.375000 Penalty: 4691.584473
	Iteration 26Q: 3 clusters Score -1402862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1402902.375000 Penalty: 4691.584473
	Iteration 27Q: 3 clusters Score -1402902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1402950.500000 Penalty: 4691.584473
	Iteration 28Q: 3 clusters Score -1402950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1403004.500000 Penalty: 4691.584473
	Iteration 29Q: 3 clusters Score -1403004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1403050.750000 Penalty: 4691.584473
	Iteration 30Q: 3 clusters Score -1403051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1403089.000000 Penalty: 4691.584473
	Iteration 31Q: 3 clusters Score -1403089 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1403133.250000 Penalty: 4691.584473
	Iteration 32Q: 3 clusters Score -1403133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1403165.375000 Penalty: 4691.584473
	Iteration 33Q: 3 clusters Score -1403165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1403198.250000 Penalty: 4691.584473
	Iteration 34Q: 3 clusters Score -1403198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1403221.500000 Penalty: 4691.584473
	Iteration 35Q: 3 clusters Score -1403222 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1403245.125000 Penalty: 4691.584473
	Iteration 36Q: 3 clusters Score -1403245 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1403258.625000 Penalty: 4691.584473
	Iteration 37Q: 3 clusters Score -1403259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1403281.875000 Penalty: 4691.584473
	Iteration 38Q: 3 clusters Score -1403282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1403301.750000 Penalty: 4691.584473
	Iteration 39Q: 3 clusters Score -1403302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1403314.125000 Penalty: 4691.584473
	Iteration 40F: 3 clusters Score -1403314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1403329.000000 Penalty: 4691.584473
	Iteration 41Q: 3 clusters Score -1403329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1403343.500000 Penalty: 4691.584473
	Iteration 42Q: 3 clusters Score -1403344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1403358.375000 Penalty: 4691.584473
	Iteration 43Q: 3 clusters Score -1403358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1403383.875000 Penalty: 4691.584473
	Iteration 44Q: 3 clusters Score -1403384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1403409.250000 Penalty: 4691.584473
	Iteration 45Q: 3 clusters Score -1403409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1403427.875000 Penalty: 4691.584473
	Iteration 46Q: 3 clusters Score -1403428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1403449.125000 Penalty: 4691.584473
	Iteration 47Q: 3 clusters Score -1403449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1403470.250000 Penalty: 4691.584473
	Iteration 48Q: 3 clusters Score -1403470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1403483.750000 Penalty: 4691.584473
	Iteration 49Q: 3 clusters Score -1403484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1403496.250000 Penalty: 4691.584473
	Iteration 50Q: 3 clusters Score -1403496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1403509.125000 Penalty: 4691.584473
	Iteration 51Q: 3 clusters Score -1403509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1403513.375000 Penalty: 4691.584473
	Iteration 52Q: 3 clusters Score -1403513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1403520.750000 Penalty: 4691.584473
	Iteration 53Q: 3 clusters Score -1403521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1403529.750000 Penalty: 4691.584473
	Iteration 54Q: 3 clusters Score -1403530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1403538.875000 Penalty: 4691.584473
	Iteration 55Q: 3 clusters Score -1403539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1403545.250000 Penalty: 4691.584473
	Iteration 56Q: 3 clusters Score -1403545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1403554.125000 Penalty: 4691.584473
	Iteration 57Q: 3 clusters Score -1403554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1403562.250000 Penalty: 4691.584473
	Iteration 58Q: 3 clusters Score -1403562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1403568.000000 Penalty: 4691.584473
	Iteration 59Q: 3 clusters Score -1403568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1403567.125000 Penalty: 4691.584473
	Iteration 60F: 3 clusters Score -1403567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1403570.000000 Penalty: 4691.584473
	Iteration 61Q: 3 clusters Score -1403570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1403574.375000 Penalty: 4691.584473
	Iteration 62Q: 3 clusters Score -1403574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1403575.375000 Penalty: 4691.584473
	Iteration 63Q: 3 clusters Score -1403575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1403575.625000 Penalty: 4691.584473
	Iteration 64Q: 3 clusters Score -1403576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1403579.500000 Penalty: 4691.584473
	Iteration 65Q: 3 clusters Score -1403580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1403582.750000 Penalty: 4691.584473
	Iteration 66Q: 3 clusters Score -1403583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1403583.750000 Penalty: 4691.584473
	Iteration 67Q: 3 clusters Score -1403584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1403588.250000 Penalty: 4691.584473
	Iteration 68Q: 3 clusters Score -1403588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1403591.125000 Penalty: 4691.584473
	Iteration 69Q: 3 clusters Score -1403591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1403591.125000 Penalty: 4691.584473
	Iteration 70Q: 3 clusters Score -1403591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1403596.625000 Penalty: 4691.584473
	Iteration 71Q: 3 clusters Score -1403597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1403597.375000 Penalty: 4691.584473
	Iteration 72Q: 3 clusters Score -1403597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1403597.625000 Penalty: 4691.584473
	Iteration 73Q: 3 clusters Score -1403598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1403601.000000 Penalty: 4691.584473
	Iteration 74Q: 3 clusters Score -1403601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1403599.875000 Penalty: 4691.584473
	Iteration 75Q: 3 clusters Score -1403600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1403600.000000 Penalty: 4691.584473
	Iteration 76Q: 3 clusters Score -1403600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1403601.250000 Penalty: 4691.584473
	Iteration 77Q: 3 clusters Score -1403601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1403602.500000 Penalty: 4691.584473
	Iteration 78Q: 3 clusters Score -1403602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1403601.875000 Penalty: 4691.584473
	Iteration 79Q: 3 clusters Score -1403602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1403604.375000 Penalty: 4691.584473
	Iteration 80F: 3 clusters Score -1403604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1403604.875000 Penalty: 4691.584473
	Iteration 81Q: 3 clusters Score -1403605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1403606.125000 Penalty: 4691.584473
	Iteration 82Q: 3 clusters Score -1403606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1403606.125000 Penalty: 4691.584473
	Iteration 83F: 3 clusters Score -1403606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45890.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45890.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44416.917969 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44416.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44589.679688 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44589.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44662.542969 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -44662.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44750.601562 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44750.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44799.296875 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44852.582031 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44852.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44952.253906 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44952.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45060.101562 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -45060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45452.937500 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -45452.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45567.496094 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -45567.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -45660.210938 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -45660.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45739.527344 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -45739.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45800.187500 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -45800.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45848.746094 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -45848.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -45899.757812 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -45899.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45955.464844 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -45955.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45989.007812 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -45989.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45996.972656 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -45996.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45996.972656 Penalty: 3035.667480
	Iteration 18F: 3 clusters Score -45996.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77168 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210367 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195767 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164587 members 
Mstep: Class 16 contains 307280 members 
Mstep: Class 17 contains 77474 members 
Mstep: Class 18 contains 21350 members 
Mstep: Class 19 contains 29548 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 339 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1225 members 
Mstep: Class 32 contains 116 members 
Entering Unmasked Estep 
Score: -183988336.000000 Penalty: 113423.679688
Splitting cluster 26 changes total score from -183988496.000000 to -183988336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45507.015625 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45507.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44089.800781 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -44089.8 nChanged 78
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: -44267.250000 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44267.25 nChanged 19
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: -44303.410156 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -44303.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44315.328125 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -44315.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44317.496094 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44317.496094 Penalty: 3027.977295
	Iteration 5F: 3 clusters Score -44317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -84671.851562 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -84671.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82903.335938 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -82903.34 nChanged 186
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: -83138.171875 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -83138.17 nChanged 45
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: -83225.148438 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -83225.15 nChanged 27
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: -83265.695312 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -83265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83290.656250 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -83290.66 nChanged 9
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: -83307.062500 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -83307.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83316.351562 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -83316.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83323.554688 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -83323.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83323.554688 Penalty: 3302.373535
	Iteration 8F: 3 clusters Score -83323.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51936.675781 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50364.785156 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50364.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50557.222656 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50557.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50708.824219 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -50708.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50980.089844 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -50980.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51322.113281 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -51322.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51389.304688 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -51389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51421.316406 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -51421.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51440.304688 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -51440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51463.781250 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51463.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51485.078125 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51485.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51501.578125 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51501.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51509.121094 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51509.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51518.628906 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -51518.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51526.082031 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -51526.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51527.101562 Penalty: 3110.410156
	Iteration 14F: 3 clusters Score -51527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51532.945312 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -51532.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51542.867188 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -51542.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51562.167969 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -51562.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51587.406250 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -51587.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51597.937500 Penalty: 3110.410156
	Iteration 19Q: 3 clusters Score -51597.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51612.718750 Penalty: 3110.410156
	Iteration 20F: 3 clusters Score -51612.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51629.285156 Penalty: 3110.410156
	Iteration 21Q: 3 clusters Score -51629.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51662.550781 Penalty: 3110.410156
	Iteration 22Q: 3 clusters Score -51662.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51677.433594 Penalty: 3110.410156
	Iteration 23Q: 3 clusters Score -51677.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51692.390625 Penalty: 3110.410156
	Iteration 24Q: 3 clusters Score -51692.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51715.542969 Penalty: 3110.410156
	Iteration 25Q: 3 clusters Score -51715.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -51734.101562 Penalty: 3110.410156
	Iteration 26Q: 3 clusters Score -51734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51748.828125 Penalty: 3110.410156
	Iteration 27Q: 3 clusters Score -51748.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51748.828125 Penalty: 3110.410156
	Iteration 28F: 3 clusters Score -51748.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -89575.421875 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -89575.42 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 442 members 
Entering Unmasked Estep 
Score: -87853.304688 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -87853.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88249.828125 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -88249.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88395.304688 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -88395.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88563.617188 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -88563.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88712.054688 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -88712.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88896.593750 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -88896.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89037.078125 Penalty: 3378.377197
	Iteration 6F: 3 clusters Score -89037.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89127.132812 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -89127.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89176.500000 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -89176.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89213.578125 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -89213.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89232.445312 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -89232.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89241.328125 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -89241.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89245.984375 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -89245.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89254.023438 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -89254.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89257.742188 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -89257.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89259.210938 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -89259.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89259.210938 Penalty: 3378.377197
	Iteration 16F: 3 clusters Score -89259.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 77168 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210367 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195767 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164587 members 
Mstep: Class 16 contains 307280 members 
Mstep: Class 17 contains 77474 members 
Mstep: Class 18 contains 21350 members 
Mstep: Class 19 contains 29548 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990736.000000 Penalty: 109879.187500
Iteration 199Q: 32 clusters Score -1.839907e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218633 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57965 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 77160 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210383 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195792 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164620 members 
Mstep: Class 16 contains 307277 members 
Mstep: Class 17 contains 77484 members 
Mstep: Class 18 contains 21353 members 
Mstep: Class 19 contains 29548 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40439 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19350 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990896.000000 Penalty: 109879.187500
Iteration 200F: 32 clusters Score -1.839909e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218580 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 77148 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210403 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195818 members 
Mstep: Class 12 contains 53518 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164655 members 
Mstep: Class 16 contains 307244 members 
Mstep: Class 17 contains 77498 members 
Mstep: Class 18 contains 21352 members 
Mstep: Class 19 contains 29547 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40435 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19346 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990752.000000 Penalty: 109879.187500
Iteration 201Q: 32 clusters Score -1.839908e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218505 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57967 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 77135 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210428 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195843 members 
Mstep: Class 12 contains 53522 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164702 members 
Mstep: Class 16 contains 307217 members 
Mstep: Class 17 contains 77506 members 
Mstep: Class 18 contains 21354 members 
Mstep: Class 19 contains 29550 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40433 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19345 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990816.000000 Penalty: 109879.187500
Iteration 202Q: 32 clusters Score -1.839908e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218416 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7748 members 
Mstep: Class 4 contains 57978 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 77123 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210454 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195886 members 
Mstep: Class 12 contains 53525 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164730 members 
Mstep: Class 16 contains 307201 members 
Mstep: Class 17 contains 77511 members 
Mstep: Class 18 contains 21364 members 
Mstep: Class 19 contains 29550 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40432 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19342 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990832.000000 Penalty: 109879.187500
Iteration 203Q: 32 clusters Score -1.839908e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218321 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 57985 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 77115 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210483 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195932 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164751 members 
Mstep: Class 16 contains 307192 members 
Mstep: Class 17 contains 77516 members 
Mstep: Class 18 contains 21368 members 
Mstep: Class 19 contains 29554 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40435 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19341 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990640.000000 Penalty: 109879.187500
Iteration 204Q: 32 clusters Score -1.839906e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218199 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7746 members 
Mstep: Class 4 contains 57988 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 77112 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 210498 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 195960 members 
Mstep: Class 12 contains 53530 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 164792 members 
Mstep: Class 16 contains 307225 members 
Mstep: Class 17 contains 77526 members 
Mstep: Class 18 contains 21370 members 
Mstep: Class 19 contains 29553 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40438 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19339 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990608.000000 Penalty: 109879.187500
Iteration 205Q: 32 clusters Score -1.839906e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218099 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 57995 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 77101 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210521 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196004 members 
Mstep: Class 12 contains 53530 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 164818 members 
Mstep: Class 16 contains 307220 members 
Mstep: Class 17 contains 77536 members 
Mstep: Class 18 contains 21374 members 
Mstep: Class 19 contains 29547 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19340 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12811 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990624.000000 Penalty: 109879.187500
Iteration 206Q: 32 clusters Score -1.839906e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 218007 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7744 members 
Mstep: Class 4 contains 58000 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77093 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210536 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196027 members 
Mstep: Class 12 contains 53530 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 164841 members 
Mstep: Class 16 contains 307234 members 
Mstep: Class 17 contains 77549 members 
Mstep: Class 18 contains 21376 members 
Mstep: Class 19 contains 29549 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19338 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12810 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990752.000000 Penalty: 109879.187500
Iteration 207Q: 32 clusters Score -1.839908e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217909 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 58004 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 77084 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210559 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196066 members 
Mstep: Class 12 contains 53531 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 164864 members 
Mstep: Class 16 contains 307241 members 
Mstep: Class 17 contains 77560 members 
Mstep: Class 18 contains 21378 members 
Mstep: Class 19 contains 29549 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19335 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990768.000000 Penalty: 109879.187500
Iteration 208Q: 32 clusters Score -1.839908e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217797 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58010 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77076 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210579 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196083 members 
Mstep: Class 12 contains 53532 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164901 members 
Mstep: Class 16 contains 307285 members 
Mstep: Class 17 contains 77563 members 
Mstep: Class 18 contains 21378 members 
Mstep: Class 19 contains 29546 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19334 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12810 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990960.000000 Penalty: 109879.187500
Iteration 209Q: 32 clusters Score -1.83991e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217689 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58011 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77071 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210599 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196106 members 
Mstep: Class 12 contains 53532 members 
Mstep: Class 13 contains 83700 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164940 members 
Mstep: Class 16 contains 307296 members 
Mstep: Class 17 contains 77567 members 
Mstep: Class 18 contains 21382 members 
Mstep: Class 19 contains 29550 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19331 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990784.000000 Penalty: 109879.187500
Iteration 210Q: 32 clusters Score -1.839908e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217607 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58017 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77064 members 
Mstep: Class 7 contains 3761 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210622 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196124 members 
Mstep: Class 12 contains 53532 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 164965 members 
Mstep: Class 16 contains 307316 members 
Mstep: Class 17 contains 77566 members 
Mstep: Class 18 contains 21383 members 
Mstep: Class 19 contains 29546 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19330 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991024.000000 Penalty: 109879.187500
Iteration 211Q: 32 clusters Score -1.83991e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217530 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58016 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77051 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210646 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196149 members 
Mstep: Class 12 contains 53529 members 
Mstep: Class 13 contains 83703 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165009 members 
Mstep: Class 16 contains 307315 members 
Mstep: Class 17 contains 77571 members 
Mstep: Class 18 contains 21380 members 
Mstep: Class 19 contains 29547 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19327 members 
Mstep: Class 24 contains 858 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991152.000000 Penalty: 109879.187500
Iteration 212Q: 32 clusters Score -1.839912e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217449 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58020 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77042 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210678 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196186 members 
Mstep: Class 12 contains 53525 members 
Mstep: Class 13 contains 83704 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165039 members 
Mstep: Class 16 contains 307307 members 
Mstep: Class 17 contains 77574 members 
Mstep: Class 18 contains 21383 members 
Mstep: Class 19 contains 29543 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40455 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19323 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990816.000000 Penalty: 109879.187500
Iteration 213Q: 32 clusters Score -1.839908e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217357 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77033 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210708 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196211 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165073 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77580 members 
Mstep: Class 18 contains 21385 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19320 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990992.000000 Penalty: 109879.187500
Iteration 214Q: 32 clusters Score -1.83991e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217254 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58024 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77032 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210728 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196214 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 83701 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165118 members 
Mstep: Class 16 contains 307336 members 
Mstep: Class 17 contains 77581 members 
Mstep: Class 18 contains 21388 members 
Mstep: Class 19 contains 29535 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12809 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990992.000000 Penalty: 109879.187500
Iteration 215Q: 32 clusters Score -1.83991e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217167 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58025 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77024 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210743 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196240 members 
Mstep: Class 12 contains 53525 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165142 members 
Mstep: Class 16 contains 307357 members 
Mstep: Class 17 contains 77582 members 
Mstep: Class 18 contains 21392 members 
Mstep: Class 19 contains 29531 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40465 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 859 members 
Mstep: Class 25 contains 12810 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991024.000000 Penalty: 109879.187500
Iteration 216Q: 32 clusters Score -1.83991e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217089 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58026 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77018 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210772 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196267 members 
Mstep: Class 12 contains 53522 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165172 members 
Mstep: Class 16 contains 307354 members 
Mstep: Class 17 contains 77581 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 29531 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40465 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990816.000000 Penalty: 109879.187500
Iteration 217Q: 32 clusters Score -1.839908e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 217019 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58028 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 77010 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210796 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196280 members 
Mstep: Class 12 contains 53519 members 
Mstep: Class 13 contains 83702 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165192 members 
Mstep: Class 16 contains 307376 members 
Mstep: Class 17 contains 77580 members 
Mstep: Class 18 contains 21400 members 
Mstep: Class 19 contains 29529 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40470 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19326 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990640.000000 Penalty: 109879.187500
Iteration 218Q: 32 clusters Score -1.839906e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216960 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58025 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 76997 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210821 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196291 members 
Mstep: Class 12 contains 53518 members 
Mstep: Class 13 contains 83701 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165211 members 
Mstep: Class 16 contains 307389 members 
Mstep: Class 17 contains 77583 members 
Mstep: Class 18 contains 21401 members 
Mstep: Class 19 contains 29533 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40471 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19327 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990720.000000 Penalty: 109879.187500
Iteration 219Q: 32 clusters Score -1.839907e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216904 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58023 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 76983 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210829 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196320 members 
Mstep: Class 12 contains 53516 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165233 members 
Mstep: Class 16 contains 307383 members 
Mstep: Class 17 contains 77591 members 
Mstep: Class 18 contains 21404 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19326 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990960.000000 Penalty: 109879.187500
Iteration 220F: 32 clusters Score -1.83991e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216855 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58026 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 76976 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210831 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196326 members 
Mstep: Class 12 contains 53515 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165255 members 
Mstep: Class 16 contains 307381 members 
Mstep: Class 17 contains 77608 members 
Mstep: Class 18 contains 21411 members 
Mstep: Class 19 contains 29545 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40473 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19324 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991040.000000 Penalty: 109879.187500
Iteration 221Q: 32 clusters Score -1.83991e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216816 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58024 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 76970 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210837 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196335 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 83700 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165274 members 
Mstep: Class 16 contains 307381 members 
Mstep: Class 17 contains 77613 members 
Mstep: Class 18 contains 21414 members 
Mstep: Class 19 contains 29549 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40472 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991088.000000 Penalty: 109879.187500
Iteration 222Q: 32 clusters Score -1.839911e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216763 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58028 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 76966 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210868 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196350 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165298 members 
Mstep: Class 16 contains 307367 members 
Mstep: Class 17 contains 77614 members 
Mstep: Class 18 contains 21418 members 
Mstep: Class 19 contains 29547 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40469 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19324 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991072.000000 Penalty: 109879.187500
Iteration 223Q: 32 clusters Score -1.839911e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216704 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58030 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 76962 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210886 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196365 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165320 members 
Mstep: Class 16 contains 307369 members 
Mstep: Class 17 contains 77614 members 
Mstep: Class 18 contains 21425 members 
Mstep: Class 19 contains 29545 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40466 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19324 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990976.000000 Penalty: 109879.187500
Iteration 224Q: 32 clusters Score -1.83991e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216663 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58030 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 76954 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210899 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196384 members 
Mstep: Class 12 contains 53515 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165342 members 
Mstep: Class 16 contains 307363 members 
Mstep: Class 17 contains 77611 members 
Mstep: Class 18 contains 21431 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40469 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990864.000000 Penalty: 109879.187500
Iteration 225Q: 32 clusters Score -1.839909e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216607 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58037 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 76955 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210911 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196394 members 
Mstep: Class 12 contains 53516 members 
Mstep: Class 13 contains 83697 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165357 members 
Mstep: Class 16 contains 307366 members 
Mstep: Class 17 contains 77611 members 
Mstep: Class 18 contains 21437 members 
Mstep: Class 19 contains 29537 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12811 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990768.000000 Penalty: 109879.187500
Iteration 226Q: 32 clusters Score -1.839908e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58041 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 76951 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210924 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196405 members 
Mstep: Class 12 contains 53516 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165379 members 
Mstep: Class 16 contains 307366 members 
Mstep: Class 17 contains 77611 members 
Mstep: Class 18 contains 21443 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40473 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990864.000000 Penalty: 109879.187500
Iteration 227Q: 32 clusters Score -1.839909e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216487 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58046 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76951 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210924 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196428 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165404 members 
Mstep: Class 16 contains 307387 members 
Mstep: Class 17 contains 77608 members 
Mstep: Class 18 contains 21443 members 
Mstep: Class 19 contains 29539 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40471 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990816.000000 Penalty: 109879.187500
Iteration 228Q: 32 clusters Score -1.839908e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216416 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 58051 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76948 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210932 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196450 members 
Mstep: Class 12 contains 53513 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165423 members 
Mstep: Class 16 contains 307407 members 
Mstep: Class 17 contains 77606 members 
Mstep: Class 18 contains 21446 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40468 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990672.000000 Penalty: 109879.187500
Iteration 229Q: 32 clusters Score -1.839907e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216352 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 58060 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76946 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210947 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196468 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165453 members 
Mstep: Class 16 contains 307406 members 
Mstep: Class 17 contains 77600 members 
Mstep: Class 18 contains 21446 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40470 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990496.000000 Penalty: 109879.187500
Iteration 230Q: 32 clusters Score -1.839905e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216292 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 58068 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76948 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210958 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196481 members 
Mstep: Class 12 contains 53512 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165483 members 
Mstep: Class 16 contains 307392 members 
Mstep: Class 17 contains 77607 members 
Mstep: Class 18 contains 21448 members 
Mstep: Class 19 contains 29537 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40473 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19323 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990544.000000 Penalty: 109879.187500
Iteration 231Q: 32 clusters Score -1.839905e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216241 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 58081 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76948 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210968 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196488 members 
Mstep: Class 12 contains 53510 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165505 members 
Mstep: Class 16 contains 307395 members 
Mstep: Class 17 contains 77604 members 
Mstep: Class 18 contains 21455 members 
Mstep: Class 19 contains 29531 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19323 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990672.000000 Penalty: 109879.187500
Iteration 232Q: 32 clusters Score -1.839907e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216192 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 58088 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76947 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210971 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196497 members 
Mstep: Class 12 contains 53509 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165531 members 
Mstep: Class 16 contains 307398 members 
Mstep: Class 17 contains 77607 members 
Mstep: Class 18 contains 21460 members 
Mstep: Class 19 contains 29531 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40469 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990400.000000 Penalty: 109879.187500
Iteration 233Q: 32 clusters Score -1.839904e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216142 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 58090 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 76936 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210975 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196507 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 83696 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165542 members 
Mstep: Class 16 contains 307428 members 
Mstep: Class 17 contains 77602 members 
Mstep: Class 18 contains 21468 members 
Mstep: Class 19 contains 29530 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40471 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990432.000000 Penalty: 109879.187500
Iteration 234Q: 32 clusters Score -1.839904e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216100 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58092 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76935 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210982 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196519 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83697 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165555 members 
Mstep: Class 16 contains 307441 members 
Mstep: Class 17 contains 77600 members 
Mstep: Class 18 contains 21468 members 
Mstep: Class 19 contains 29529 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40471 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19322 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 235Q: 32 clusters Score -1.839903e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216079 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58093 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76933 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210992 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196533 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83695 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165570 members 
Mstep: Class 16 contains 307422 members 
Mstep: Class 17 contains 77597 members 
Mstep: Class 18 contains 21471 members 
Mstep: Class 19 contains 29534 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19321 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 779 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990448.000000 Penalty: 109879.187500
Iteration 236Q: 32 clusters Score -1.839904e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216051 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58096 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76935 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 210996 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196545 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165585 members 
Mstep: Class 16 contains 307410 members 
Mstep: Class 17 contains 77597 members 
Mstep: Class 18 contains 21476 members 
Mstep: Class 19 contains 29535 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40473 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19320 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 237Q: 32 clusters Score -1.839904e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216021 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58099 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76934 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211005 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196553 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165602 members 
Mstep: Class 16 contains 307399 members 
Mstep: Class 17 contains 77599 members 
Mstep: Class 18 contains 21479 members 
Mstep: Class 19 contains 29534 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40479 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19319 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 238Q: 32 clusters Score -1.839904e+08 nChanged 151
Entering ConstructFrom: 
Score: -183990368.000000 Penalty: 109879.187500
Entering ConstructFrom: 
Trying to split cluster 1 (216007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216007 members 
Entering Unmasked Estep 
Score: -25266506.000000 Penalty: 3046.200195
	Iteration 0F: 2 clusters Score -2.526651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108008 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -25122432.000000 Penalty: 6092.400391
	Iteration 0F: 3 clusters Score -2.512243e+07 nChanged 104294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -25183388.000000 Penalty: 6092.400391
	Iteration 1F: 3 clusters Score -2.518339e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -25184448.000000 Penalty: 6092.400391
	Iteration 2Q: 3 clusters Score -2.518445e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -25185470.000000 Penalty: 6092.400391
	Iteration 3Q: 3 clusters Score -2.518547e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -25186620.000000 Penalty: 6092.400391
	Iteration 4Q: 3 clusters Score -2.518662e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104185 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -25188306.000000 Penalty: 6092.400391
	Iteration 5Q: 3 clusters Score -2.518831e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 114193 members 
Entering Unmasked Estep 
Score: -25191334.000000 Penalty: 6092.400391
	Iteration 6Q: 3 clusters Score -2.519133e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 117578 members 
Entering Unmasked Estep 
Score: -25196324.000000 Penalty: 6092.400391
	Iteration 7Q: 3 clusters Score -2.519632e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 122548 members 
Entering Unmasked Estep 
Score: -25203716.000000 Penalty: 6092.400391
	Iteration 8F: 3 clusters Score -2.520372e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -25215514.000000 Penalty: 6092.400391
	Iteration 9F: 3 clusters Score -2.521551e+07 nChanged 16731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -25230024.000000 Penalty: 6092.400391
	Iteration 10F: 3 clusters Score -2.523002e+07 nChanged 15592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -25243850.000000 Penalty: 6092.400391
	Iteration 11F: 3 clusters Score -2.524385e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -25252090.000000 Penalty: 6092.400391
	Iteration 12F: 3 clusters Score -2.525209e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -25255030.000000 Penalty: 6092.400391
	Iteration 13Q: 3 clusters Score -2.525503e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -25256324.000000 Penalty: 6092.400391
	Iteration 14Q: 3 clusters Score -2.525632e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 155011 members 
Entering Unmasked Estep 
Score: -25257128.000000 Penalty: 6092.400391
	Iteration 15Q: 3 clusters Score -2.525713e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -25257758.000000 Penalty: 6092.400391
	Iteration 16Q: 3 clusters Score -2.525776e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -25258220.000000 Penalty: 6092.400391
	Iteration 17Q: 3 clusters Score -2.525822e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -25258446.000000 Penalty: 6092.400391
	Iteration 18Q: 3 clusters Score -2.525845e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -25258734.000000 Penalty: 6092.400391
	Iteration 19Q: 3 clusters Score -2.525873e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -25259178.000000 Penalty: 6092.400391
	Iteration 20F: 3 clusters Score -2.525918e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 167097 members 
Entering Unmasked Estep 
Score: -25259530.000000 Penalty: 6092.400391
	Iteration 21Q: 3 clusters Score -2.525953e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 169207 members 
Entering Unmasked Estep 
Score: -25259812.000000 Penalty: 6092.400391
	Iteration 22Q: 3 clusters Score -2.525981e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 171303 members 
Entering Unmasked Estep 
Score: -25260132.000000 Penalty: 6092.400391
	Iteration 23Q: 3 clusters Score -2.526013e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 173372 members 
Entering Unmasked Estep 
Score: -25260458.000000 Penalty: 6092.400391
	Iteration 24Q: 3 clusters Score -2.526046e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -25260794.000000 Penalty: 6092.400391
	Iteration 25Q: 3 clusters Score -2.526079e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 177551 members 
Entering Unmasked Estep 
Score: -25261186.000000 Penalty: 6092.400391
	Iteration 26Q: 3 clusters Score -2.526119e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -25261370.000000 Penalty: 6092.400391
	Iteration 27Q: 3 clusters Score -2.526137e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -25261662.000000 Penalty: 6092.400391
	Iteration 28Q: 3 clusters Score -2.526166e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 183532 members 
Entering Unmasked Estep 
Score: -25262056.000000 Penalty: 6092.400391
	Iteration 29Q: 3 clusters Score -2.526206e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 185407 members 
Entering Unmasked Estep 
Score: -25262416.000000 Penalty: 6092.400391
	Iteration 30Q: 3 clusters Score -2.526242e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 187220 members 
Entering Unmasked Estep 
Score: -25262810.000000 Penalty: 6092.400391
	Iteration 31Q: 3 clusters Score -2.526281e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 188981 members 
Entering Unmasked Estep 
Score: -25262888.000000 Penalty: 6092.400391
	Iteration 32Q: 3 clusters Score -2.526289e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -25263180.000000 Penalty: 6092.400391
	Iteration 33Q: 3 clusters Score -2.526318e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 192268 members 
Entering Unmasked Estep 
Score: -25263364.000000 Penalty: 6092.400391
	Iteration 34Q: 3 clusters Score -2.526336e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 193838 members 
Entering Unmasked Estep 
Score: -25263610.000000 Penalty: 6092.400391
	Iteration 35Q: 3 clusters Score -2.526361e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 195344 members 
Entering Unmasked Estep 
Score: -25263972.000000 Penalty: 6092.400391
	Iteration 36Q: 3 clusters Score -2.526397e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 196754 members 
Entering Unmasked Estep 
Score: -25264154.000000 Penalty: 6092.400391
	Iteration 37Q: 3 clusters Score -2.526415e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 198045 members 
Entering Unmasked Estep 
Score: -25264292.000000 Penalty: 6092.400391
	Iteration 38Q: 3 clusters Score -2.526429e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 199174 members 
Entering Unmasked Estep 
Score: -25264454.000000 Penalty: 6092.400391
	Iteration 39Q: 3 clusters Score -2.526445e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 200194 members 
Entering Unmasked Estep 
Score: -25264546.000000 Penalty: 6092.400391
	Iteration 40F: 3 clusters Score -2.526455e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 201098 members 
Entering Unmasked Estep 
Score: -25264622.000000 Penalty: 6092.400391
	Iteration 41Q: 3 clusters Score -2.526462e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 201917 members 
Entering Unmasked Estep 
Score: -25264788.000000 Penalty: 6092.400391
	Iteration 42Q: 3 clusters Score -2.526479e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 202646 members 
Entering Unmasked Estep 
Score: -25264816.000000 Penalty: 6092.400391
	Iteration 43Q: 3 clusters Score -2.526482e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 203273 members 
Entering Unmasked Estep 
Score: -25264938.000000 Penalty: 6092.400391
	Iteration 44Q: 3 clusters Score -2.526494e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 203861 members 
Entering Unmasked Estep 
Score: -25265076.000000 Penalty: 6092.400391
	Iteration 45Q: 3 clusters Score -2.526508e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -25265214.000000 Penalty: 6092.400391
	Iteration 46Q: 3 clusters Score -2.526521e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 204941 members 
Entering Unmasked Estep 
Score: -25265214.000000 Penalty: 6092.400391
	Iteration 47Q: 3 clusters Score -2.526521e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 205419 members 
Entering Unmasked Estep 
Score: -25265278.000000 Penalty: 6092.400391
	Iteration 48Q: 3 clusters Score -2.526528e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 205861 members 
Entering Unmasked Estep 
Score: -25265282.000000 Penalty: 6092.400391
	Iteration 49Q: 3 clusters Score -2.526528e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 206253 members 
Entering Unmasked Estep 
Score: -25265354.000000 Penalty: 6092.400391
	Iteration 50Q: 3 clusters Score -2.526535e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 206591 members 
Entering Unmasked Estep 
Score: -25265318.000000 Penalty: 6092.400391
	Iteration 51Q: 3 clusters Score -2.526532e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 206904 members 
Entering Unmasked Estep 
Score: -25265296.000000 Penalty: 6092.400391
	Iteration 52Q: 3 clusters Score -2.52653e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 207186 members 
Entering Unmasked Estep 
Score: -25265352.000000 Penalty: 6092.400391
	Iteration 53Q: 3 clusters Score -2.526535e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 207450 members 
Entering Unmasked Estep 
Score: -25265394.000000 Penalty: 6092.400391
	Iteration 54Q: 3 clusters Score -2.526539e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 207693 members 
Entering Unmasked Estep 
Score: -25265448.000000 Penalty: 6092.400391
	Iteration 55Q: 3 clusters Score -2.526545e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 207920 members 
Entering Unmasked Estep 
Score: -25265500.000000 Penalty: 6092.400391
	Iteration 56Q: 3 clusters Score -2.52655e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 208113 members 
Entering Unmasked Estep 
Score: -25265532.000000 Penalty: 6092.400391
	Iteration 57Q: 3 clusters Score -2.526553e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 208282 members 
Entering Unmasked Estep 
Score: -25265550.000000 Penalty: 6092.400391
	Iteration 58Q: 3 clusters Score -2.526555e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 208432 members 
Entering Unmasked Estep 
Score: -25265594.000000 Penalty: 6092.400391
	Iteration 59Q: 3 clusters Score -2.526559e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 208572 members 
Entering Unmasked Estep 
Score: -25265532.000000 Penalty: 6092.400391
	Iteration 60F: 3 clusters Score -2.526553e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 208701 members 
Entering Unmasked Estep 
Score: -25265534.000000 Penalty: 6092.400391
	Iteration 61Q: 3 clusters Score -2.526553e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 208832 members 
Entering Unmasked Estep 
Score: -25265516.000000 Penalty: 6092.400391
	Iteration 62Q: 3 clusters Score -2.526552e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 208962 members 
Entering Unmasked Estep 
Score: -25265550.000000 Penalty: 6092.400391
	Iteration 63Q: 3 clusters Score -2.526555e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 209079 members 
Entering Unmasked Estep 
Score: -25265566.000000 Penalty: 6092.400391
	Iteration 64Q: 3 clusters Score -2.526557e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 209190 members 
Entering Unmasked Estep 
Score: -25265578.000000 Penalty: 6092.400391
	Iteration 65Q: 3 clusters Score -2.526558e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 209316 members 
Entering Unmasked Estep 
Score: -25265550.000000 Penalty: 6092.400391
	Iteration 66Q: 3 clusters Score -2.526555e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 209428 members 
Entering Unmasked Estep 
Score: -25265536.000000 Penalty: 6092.400391
	Iteration 67Q: 3 clusters Score -2.526554e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -25265526.000000 Penalty: 6092.400391
	Iteration 68Q: 3 clusters Score -2.526553e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 209623 members 
Entering Unmasked Estep 
Score: -25265546.000000 Penalty: 6092.400391
	Iteration 69Q: 3 clusters Score -2.526555e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 209685 members 
Entering Unmasked Estep 
Score: -25265566.000000 Penalty: 6092.400391
	Iteration 70Q: 3 clusters Score -2.526557e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 209740 members 
Entering Unmasked Estep 
Score: -25265584.000000 Penalty: 6092.400391
	Iteration 71Q: 3 clusters Score -2.526558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 209795 members 
Entering Unmasked Estep 
Score: -25265604.000000 Penalty: 6092.400391
	Iteration 72Q: 3 clusters Score -2.52656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 209858 members 
Entering Unmasked Estep 
Score: -25265592.000000 Penalty: 6092.400391
	Iteration 73Q: 3 clusters Score -2.526559e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 209924 members 
Entering Unmasked Estep 
Score: -25265576.000000 Penalty: 6092.400391
	Iteration 74Q: 3 clusters Score -2.526558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 209983 members 
Entering Unmasked Estep 
Score: -25265608.000000 Penalty: 6092.400391
	Iteration 75Q: 3 clusters Score -2.526561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 210037 members 
Entering Unmasked Estep 
Score: -25265616.000000 Penalty: 6092.400391
	Iteration 76Q: 3 clusters Score -2.526562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 210094 members 
Entering Unmasked Estep 
Score: -25265640.000000 Penalty: 6092.400391
	Iteration 77Q: 3 clusters Score -2.526564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 210156 members 
Entering Unmasked Estep 
Score: -25265574.000000 Penalty: 6092.400391
	Iteration 78Q: 3 clusters Score -2.526557e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 210219 members 
Entering Unmasked Estep 
Score: -25265562.000000 Penalty: 6092.400391
	Iteration 79Q: 3 clusters Score -2.526556e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 210281 members 
Entering Unmasked Estep 
Score: -25265554.000000 Penalty: 6092.400391
	Iteration 80F: 3 clusters Score -2.526555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 210341 members 
Entering Unmasked Estep 
Score: -25265566.000000 Penalty: 6092.400391
	Iteration 81Q: 3 clusters Score -2.526557e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 210407 members 
Entering Unmasked Estep 
Score: -25265608.000000 Penalty: 6092.400391
	Iteration 82Q: 3 clusters Score -2.526561e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 210470 members 
Entering Unmasked Estep 
Score: -25265590.000000 Penalty: 6092.400391
	Iteration 83Q: 3 clusters Score -2.526559e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 210538 members 
Entering Unmasked Estep 
Score: -25265604.000000 Penalty: 6092.400391
	Iteration 84Q: 3 clusters Score -2.52656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 210596 members 
Entering Unmasked Estep 
Score: -25265592.000000 Penalty: 6092.400391
	Iteration 85Q: 3 clusters Score -2.526559e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 210655 members 
Entering Unmasked Estep 
Score: -25265602.000000 Penalty: 6092.400391
	Iteration 86Q: 3 clusters Score -2.52656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 210700 members 
Entering Unmasked Estep 
Score: -25265624.000000 Penalty: 6092.400391
	Iteration 87Q: 3 clusters Score -2.526562e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 210737 members 
Entering Unmasked Estep 
Score: -25265622.000000 Penalty: 6092.400391
	Iteration 88Q: 3 clusters Score -2.526562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 210775 members 
Entering Unmasked Estep 
Score: -25265596.000000 Penalty: 6092.400391
	Iteration 89Q: 3 clusters Score -2.52656e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 210815 members 
Entering Unmasked Estep 
Score: -25265580.000000 Penalty: 6092.400391
	Iteration 90Q: 3 clusters Score -2.526558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 210847 members 
Entering Unmasked Estep 
Score: -25265566.000000 Penalty: 6092.400391
	Iteration 91Q: 3 clusters Score -2.526557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 210878 members 
Entering Unmasked Estep 
Score: -25265554.000000 Penalty: 6092.400391
	Iteration 92Q: 3 clusters Score -2.526555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 210921 members 
Entering Unmasked Estep 
Score: -25265552.000000 Penalty: 6092.400391
	Iteration 93Q: 3 clusters Score -2.526555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 210959 members 
Entering Unmasked Estep 
Score: -25265546.000000 Penalty: 6092.400391
	Iteration 94Q: 3 clusters Score -2.526555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 210993 members 
Entering Unmasked Estep 
Score: -25265546.000000 Penalty: 6092.400391
	Iteration 95Q: 3 clusters Score -2.526555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 211024 members 
Entering Unmasked Estep 
Score: -25265522.000000 Penalty: 6092.400391
	Iteration 96Q: 3 clusters Score -2.526552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 211051 members 
Entering Unmasked Estep 
Score: -25265514.000000 Penalty: 6092.400391
	Iteration 97Q: 3 clusters Score -2.526551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 211071 members 
Entering Unmasked Estep 
Score: -25265508.000000 Penalty: 6092.400391
	Iteration 98Q: 3 clusters Score -2.526551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 211090 members 
Entering Unmasked Estep 
Score: -25265534.000000 Penalty: 6092.400391
	Iteration 99Q: 3 clusters Score -2.526553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -25265516.000000 Penalty: 6092.400391
	Iteration 100F: 3 clusters Score -2.526552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 211137 members 
Entering Unmasked Estep 
Score: -25265538.000000 Penalty: 6092.400391
	Iteration 101Q: 3 clusters Score -2.526554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 211160 members 
Entering Unmasked Estep 
Score: -25265524.000000 Penalty: 6092.400391
	Iteration 102Q: 3 clusters Score -2.526552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 211176 members 
Entering Unmasked Estep 
Score: -25265510.000000 Penalty: 6092.400391
	Iteration 103Q: 3 clusters Score -2.526551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 211183 members 
Entering Unmasked Estep 
Score: -25265508.000000 Penalty: 6092.400391
	Iteration 104Q: 3 clusters Score -2.526551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 211191 members 
Entering Unmasked Estep 
Score: -25265522.000000 Penalty: 6092.400391
	Iteration 105Q: 3 clusters Score -2.526552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 211203 members 
Entering Unmasked Estep 
Score: -25265506.000000 Penalty: 6092.400391
	Iteration 106Q: 3 clusters Score -2.526551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 211214 members 
Entering Unmasked Estep 
Score: -25265506.000000 Penalty: 6092.400391
	Iteration 107Q: 3 clusters Score -2.526551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 211221 members 
Entering Unmasked Estep 
Score: -25265514.000000 Penalty: 6092.400391
	Iteration 108Q: 3 clusters Score -2.526551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 211227 members 
Entering Unmasked Estep 
Score: -25265516.000000 Penalty: 6092.400391
	Iteration 109Q: 3 clusters Score -2.526552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 211230 members 
Entering Unmasked Estep 
Score: -25265530.000000 Penalty: 6092.400391
	Iteration 110Q: 3 clusters Score -2.526553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 211234 members 
Entering Unmasked Estep 
Score: -25265530.000000 Penalty: 6092.400391
	Iteration 111Q: 3 clusters Score -2.526553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 211237 members 
Entering Unmasked Estep 
Score: -25265542.000000 Penalty: 6092.400391
	Iteration 112Q: 3 clusters Score -2.526554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 211241 members 
Entering Unmasked Estep 
Score: -25265528.000000 Penalty: 6092.400391
	Iteration 113Q: 3 clusters Score -2.526553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 211243 members 
Entering Unmasked Estep 
Score: -25265514.000000 Penalty: 6092.400391
	Iteration 114Q: 3 clusters Score -2.526551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 211243 members 
Entering Unmasked Estep 
Score: -25265514.000000 Penalty: 6092.400391
	Iteration 115F: 3 clusters Score -2.526551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -456692.906250 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -456692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -452714.250000 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -452714.2 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -453671.625000 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -453671.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -453905.062500 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -453905.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -454119.281250 Penalty: 4137.221191
	Iteration 3F: 3 clusters Score -454119.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -454320.593750 Penalty: 4137.221191
	Iteration 4F: 3 clusters Score -454320.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -454492.875000 Penalty: 4137.221191
	Iteration 5Q: 3 clusters Score -454492.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454625.218750 Penalty: 4137.221191
	Iteration 6Q: 3 clusters Score -454625.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -454733.062500 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -454733.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -454799.406250 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -454799.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -454863.500000 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -454863.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -454919.968750 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -454920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -454963.937500 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -454963.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -455003.031250 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -455003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -455040.593750 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -455040.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -455067.531250 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -455067.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -455094.156250 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -455094.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -455118.281250 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -455118.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -455134.625000 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -455134.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -455148.781250 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -455148.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -455163.000000 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -455163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -455174.312500 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -455174.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -455182.250000 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -455182.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -455186.812500 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -455186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -455190.593750 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -455190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -455194.500000 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -455194.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -455197.031250 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -455197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -455201.343750 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -455201.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -455207.218750 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -455207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -455212.093750 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -455212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -455216.000000 Penalty: 4137.221191
	Iteration 29Q: 3 clusters Score -455216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -455219.562500 Penalty: 4137.221191
	Iteration 30Q: 3 clusters Score -455219.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -455225.000000 Penalty: 4137.221191
	Iteration 31Q: 3 clusters Score -455225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -455227.531250 Penalty: 4137.221191
	Iteration 32Q: 3 clusters Score -455227.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -455228.718750 Penalty: 4137.221191
	Iteration 33Q: 3 clusters Score -455228.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -455232.000000 Penalty: 4137.221191
	Iteration 34Q: 3 clusters Score -455232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -455239.406250 Penalty: 4137.221191
	Iteration 35Q: 3 clusters Score -455239.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -455243.281250 Penalty: 4137.221191
	Iteration 36Q: 3 clusters Score -455243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -455246.218750 Penalty: 4137.221191
	Iteration 37Q: 3 clusters Score -455246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -455249.406250 Penalty: 4137.221191
	Iteration 38Q: 3 clusters Score -455249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -455252.562500 Penalty: 4137.221191
	Iteration 39Q: 3 clusters Score -455252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -455257.156250 Penalty: 4137.221191
	Iteration 40F: 3 clusters Score -455257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -455260.093750 Penalty: 4137.221191
	Iteration 41Q: 3 clusters Score -455260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -455262.875000 Penalty: 4137.221191
	Iteration 42Q: 3 clusters Score -455262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -455268.500000 Penalty: 4137.221191
	Iteration 43Q: 3 clusters Score -455268.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -455271.968750 Penalty: 4137.221191
	Iteration 44Q: 3 clusters Score -455272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -455274.937500 Penalty: 4137.221191
	Iteration 45Q: 3 clusters Score -455274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -455278.437500 Penalty: 4137.221191
	Iteration 46Q: 3 clusters Score -455278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -455279.687500 Penalty: 4137.221191
	Iteration 47Q: 3 clusters Score -455279.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -455284.750000 Penalty: 4137.221191
	Iteration 48Q: 3 clusters Score -455284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -455287.593750 Penalty: 4137.221191
	Iteration 49Q: 3 clusters Score -455287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -455291.375000 Penalty: 4137.221191
	Iteration 50Q: 3 clusters Score -455291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -455294.625000 Penalty: 4137.221191
	Iteration 51Q: 3 clusters Score -455294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -455297.906250 Penalty: 4137.221191
	Iteration 52Q: 3 clusters Score -455297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -455299.281250 Penalty: 4137.221191
	Iteration 53Q: 3 clusters Score -455299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -455303.375000 Penalty: 4137.221191
	Iteration 54Q: 3 clusters Score -455303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -455306.406250 Penalty: 4137.221191
	Iteration 55Q: 3 clusters Score -455306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -455307.937500 Penalty: 4137.221191
	Iteration 56Q: 3 clusters Score -455307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -455308.906250 Penalty: 4137.221191
	Iteration 57Q: 3 clusters Score -455308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -455309.406250 Penalty: 4137.221191
	Iteration 58Q: 3 clusters Score -455309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -455309.625000 Penalty: 4137.221191
	Iteration 59Q: 3 clusters Score -455309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -455310.906250 Penalty: 4137.221191
	Iteration 60F: 3 clusters Score -455310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -455312.687500 Penalty: 4137.221191
	Iteration 61Q: 3 clusters Score -455312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -455314.281250 Penalty: 4137.221191
	Iteration 62Q: 3 clusters Score -455314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -455315.500000 Penalty: 4137.221191
	Iteration 63Q: 3 clusters Score -455315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -455316.000000 Penalty: 4137.221191
	Iteration 64Q: 3 clusters Score -455316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -455318.718750 Penalty: 4137.221191
	Iteration 65Q: 3 clusters Score -455318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -455319.687500 Penalty: 4137.221191
	Iteration 66Q: 3 clusters Score -455319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -455320.468750 Penalty: 4137.221191
	Iteration 67Q: 3 clusters Score -455320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -455320.187500 Penalty: 4137.221191
	Iteration 68Q: 3 clusters Score -455320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -455320.093750 Penalty: 4137.221191
	Iteration 69Q: 3 clusters Score -455320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -455321.062500 Penalty: 4137.221191
	Iteration 70Q: 3 clusters Score -455321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -455321.687500 Penalty: 4137.221191
	Iteration 71Q: 3 clusters Score -455321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -455321.937500 Penalty: 4137.221191
	Iteration 72Q: 3 clusters Score -455321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -455322.750000 Penalty: 4137.221191
	Iteration 73Q: 3 clusters Score -455322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -455324.031250 Penalty: 4137.221191
	Iteration 74Q: 3 clusters Score -455324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -455323.500000 Penalty: 4137.221191
	Iteration 75Q: 3 clusters Score -455323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -455324.531250 Penalty: 4137.221191
	Iteration 76Q: 3 clusters Score -455324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -455324.531250 Penalty: 4137.221191
	Iteration 77F: 3 clusters Score -455324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -857770.250000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -857770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -851570.000000 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -851570 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -853260.750000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -853260.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -853571.875000 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -853571.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -853823.250000 Penalty: 4441.261719
	Iteration 3F: 3 clusters Score -853823.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -854150.625000 Penalty: 4441.261719
	Iteration 4F: 3 clusters Score -854150.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -854567.125000 Penalty: 4441.261719
	Iteration 5F: 3 clusters Score -854567.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -855026.125000 Penalty: 4441.261719
	Iteration 6F: 3 clusters Score -855026.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -855476.750000 Penalty: 4441.261719
	Iteration 7F: 3 clusters Score -855476.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -855839.250000 Penalty: 4441.261719
	Iteration 8F: 3 clusters Score -855839.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -856085.375000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -856085.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -856260.750000 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -856260.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -856390.750000 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -856390.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -856477.500000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -856477.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -856534.812500 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -856534.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -856564.750000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -856564.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -856589.625000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -856589.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -856608.062500 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -856608.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -856617.500000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -856617.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -856627.687500 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -856627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -856627.750000 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -856627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -856632.062500 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -856632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -856639.437500 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -856639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -856643.812500 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -856643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -856649.875000 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -856649.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -856658.312500 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -856658.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -856661.187500 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -856661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -856663.125000 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -856663.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -856669.187500 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -856669.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -856675.437500 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -856675.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -856683.000000 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -856683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -856687.875000 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -856687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -856693.562500 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -856693.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -856700.750000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -856700.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -856705.562500 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -856705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -856706.437500 Penalty: 4441.261719
	Iteration 34Q: 3 clusters Score -856706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -856711.875000 Penalty: 4441.261719
	Iteration 35Q: 3 clusters Score -856711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -856713.937500 Penalty: 4441.261719
	Iteration 36Q: 3 clusters Score -856713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -856714.625000 Penalty: 4441.261719
	Iteration 37Q: 3 clusters Score -856714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -856716.625000 Penalty: 4441.261719
	Iteration 38Q: 3 clusters Score -856716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -856716.000000 Penalty: 4441.261719
	Iteration 39Q: 3 clusters Score -856716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -856720.625000 Penalty: 4441.261719
	Iteration 40F: 3 clusters Score -856720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -856721.375000 Penalty: 4441.261719
	Iteration 41Q: 3 clusters Score -856721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -856721.375000 Penalty: 4441.261719
	Iteration 42F: 3 clusters Score -856721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Entering Unmasked Estep 
Score: -6895973.000000 Penalty: 2720.548828
	Iteration 0F: 2 clusters Score -6895973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -6856897.500000 Penalty: 5441.097656
	Iteration 0F: 3 clusters Score -6856898 nChanged 27017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6872275.000000 Penalty: 5441.097656
	Iteration 1F: 3 clusters Score -6872275 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -6873336.500000 Penalty: 5441.097656
	Iteration 2Q: 3 clusters Score -6873336 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -6874746.500000 Penalty: 5441.097656
	Iteration 3F: 3 clusters Score -6874746 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -6877020.500000 Penalty: 5441.097656
	Iteration 4F: 3 clusters Score -6877020 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6880373.000000 Penalty: 5441.097656
	Iteration 5F: 3 clusters Score -6880373 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6884534.000000 Penalty: 5441.097656
	Iteration 6F: 3 clusters Score -6884534 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6888531.500000 Penalty: 5441.097656
	Iteration 7F: 3 clusters Score -6888532 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -6891217.000000 Penalty: 5441.097656
	Iteration 8Q: 3 clusters Score -6891217 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6892603.500000 Penalty: 5441.097656
	Iteration 9Q: 3 clusters Score -6892604 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -6893206.000000 Penalty: 5441.097656
	Iteration 10Q: 3 clusters Score -6893206 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -6893574.000000 Penalty: 5441.097656
	Iteration 11Q: 3 clusters Score -6893574 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -6893773.000000 Penalty: 5441.097656
	Iteration 12Q: 3 clusters Score -6893773 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -6893939.500000 Penalty: 5441.097656
	Iteration 13Q: 3 clusters Score -6893940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -6894053.500000 Penalty: 5441.097656
	Iteration 14Q: 3 clusters Score -6894054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -6894142.000000 Penalty: 5441.097656
	Iteration 15Q: 3 clusters Score -6894142 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -6894208.000000 Penalty: 5441.097656
	Iteration 16Q: 3 clusters Score -6894208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -6894285.500000 Penalty: 5441.097656
	Iteration 17Q: 3 clusters Score -6894286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -6894327.500000 Penalty: 5441.097656
	Iteration 18Q: 3 clusters Score -6894328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -6894395.500000 Penalty: 5441.097656
	Iteration 19Q: 3 clusters Score -6894396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -6894414.500000 Penalty: 5441.097656
	Iteration 20F: 3 clusters Score -6894414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -6894447.500000 Penalty: 5441.097656
	Iteration 21Q: 3 clusters Score -6894448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -6894476.000000 Penalty: 5441.097656
	Iteration 22Q: 3 clusters Score -6894476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -6894482.000000 Penalty: 5441.097656
	Iteration 23Q: 3 clusters Score -6894482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -6894492.500000 Penalty: 5441.097656
	Iteration 24Q: 3 clusters Score -6894492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -6894503.000000 Penalty: 5441.097656
	Iteration 25Q: 3 clusters Score -6894503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -6894516.500000 Penalty: 5441.097656
	Iteration 26Q: 3 clusters Score -6894516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -6894513.000000 Penalty: 5441.097656
	Iteration 27Q: 3 clusters Score -6894513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -6894512.500000 Penalty: 5441.097656
	Iteration 28Q: 3 clusters Score -6894512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -6894509.500000 Penalty: 5441.097656
	Iteration 29Q: 3 clusters Score -6894510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -6894516.500000 Penalty: 5441.097656
	Iteration 30Q: 3 clusters Score -6894516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -6894517.500000 Penalty: 5441.097656
	Iteration 31Q: 3 clusters Score -6894518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -6894520.500000 Penalty: 5441.097656
	Iteration 32Q: 3 clusters Score -6894520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -6894520.500000 Penalty: 5441.097656
	Iteration 33Q: 3 clusters Score -6894520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -6894527.000000 Penalty: 5441.097656
	Iteration 34Q: 3 clusters Score -6894527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -6894524.500000 Penalty: 5441.097656
	Iteration 35Q: 3 clusters Score -6894524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -6894525.000000 Penalty: 5441.097656
	Iteration 36Q: 3 clusters Score -6894525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -6894521.000000 Penalty: 5441.097656
	Iteration 37Q: 3 clusters Score -6894521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -6894523.500000 Penalty: 5441.097656
	Iteration 38Q: 3 clusters Score -6894524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -6894529.000000 Penalty: 5441.097656
	Iteration 39Q: 3 clusters Score -6894529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -6894533.500000 Penalty: 5441.097656
	Iteration 40F: 3 clusters Score -6894534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -434644.093750 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -434644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -430833.468750 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -430833.5 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -431976.312500 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -431976.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -432639.906250 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -432639.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -433358.000000 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -433358 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -433921.687500 Penalty: 4111.362305
	Iteration 4F: 3 clusters Score -433921.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -434343.500000 Penalty: 4111.362305
	Iteration 5F: 3 clusters Score -434343.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -434528.406250 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -434528.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -434587.062500 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -434587.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -434624.625000 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -434624.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -434649.531250 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -434649.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -434668.000000 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -434668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -434674.937500 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -434674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -434675.593750 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -434675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -434676.937500 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -434676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -434678.750000 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -434678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -434680.156250 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -434680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -434681.593750 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -434681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -434683.281250 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -434683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -434684.531250 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -434684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -434685.125000 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -434685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -434685.125000 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -434685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216007 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58102 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 76931 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211006 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196568 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165614 members 
Mstep: Class 16 contains 307383 members 
Mstep: Class 17 contains 77600 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29533 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40477 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19319 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 2908 members 
Entering Unmasked Estep 
Score: -183988320.000000 Penalty: 113423.679688
Splitting cluster 5 changes total score from -183990368.000000 to -183988320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Entering Unmasked Estep 
Score: -8764724.000000 Penalty: 2790.164551
	Iteration 0F: 2 clusters Score -8764724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -8713408.000000 Penalty: 5580.329102
	Iteration 0F: 3 clusters Score -8713408 nChanged 35933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8733877.000000 Penalty: 5580.329102
	Iteration 1F: 3 clusters Score -8733877 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8735222.000000 Penalty: 5580.329102
	Iteration 2Q: 3 clusters Score -8735222 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -8737273.000000 Penalty: 5580.329102
	Iteration 3F: 3 clusters Score -8737273 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -8740688.000000 Penalty: 5580.329102
	Iteration 4F: 3 clusters Score -8740688 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -8746108.000000 Penalty: 5580.329102
	Iteration 5F: 3 clusters Score -8746108 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -8752299.000000 Penalty: 5580.329102
	Iteration 6F: 3 clusters Score -8752299 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -8757482.000000 Penalty: 5580.329102
	Iteration 7F: 3 clusters Score -8757482 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -8760502.000000 Penalty: 5580.329102
	Iteration 8Q: 3 clusters Score -8760502 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -8761681.000000 Penalty: 5580.329102
	Iteration 9Q: 3 clusters Score -8761681 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -8762140.000000 Penalty: 5580.329102
	Iteration 10Q: 3 clusters Score -8762140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -8762317.000000 Penalty: 5580.329102
	Iteration 11Q: 3 clusters Score -8762317 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -8762393.000000 Penalty: 5580.329102
	Iteration 12Q: 3 clusters Score -8762393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -8762440.000000 Penalty: 5580.329102
	Iteration 13Q: 3 clusters Score -8762440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -8762475.000000 Penalty: 5580.329102
	Iteration 14Q: 3 clusters Score -8762475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -8762475.000000 Penalty: 5580.329102
	Iteration 15Q: 3 clusters Score -8762475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -8762474.000000 Penalty: 5580.329102
	Iteration 16Q: 3 clusters Score -8762474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -8762472.000000 Penalty: 5580.329102
	Iteration 17Q: 3 clusters Score -8762472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -8762476.000000 Penalty: 5580.329102
	Iteration 18Q: 3 clusters Score -8762476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -8762476.000000 Penalty: 5580.329102
	Iteration 19F: 3 clusters Score -8762476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -423511.531250 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -423511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -419767.687500 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -419767.7 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -420547.343750 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -420547.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -420713.625000 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -420713.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -420815.531250 Penalty: 4084.607666
	Iteration 3Q: 3 clusters Score -420815.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -420862.437500 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -420862.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420894.281250 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -420894.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -420928.093750 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -420928.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -420958.031250 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -420958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -420983.843750 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -420983.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -420999.750000 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -420999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -421014.906250 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -421014.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -421031.031250 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -421031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -421053.562500 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -421053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -421070.656250 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -421070.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -421086.468750 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -421086.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -421100.562500 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -421100.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -421110.875000 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -421110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -421118.843750 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -421118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -421123.375000 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -421123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -421128.437500 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -421128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -421132.531250 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -421132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -421135.000000 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -421135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -421137.937500 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -421137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421140.218750 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -421140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -421144.031250 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -421144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -421145.406250 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -421145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -421146.187500 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -421146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421146.500000 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -421146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421147.656250 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -421147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421147.250000 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -421147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421148.406250 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -421148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421148.468750 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -421148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -421148.718750 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -421148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -421149.968750 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -421150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -421150.500000 Penalty: 4084.607666
	Iteration 34Q: 3 clusters Score -421150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -421153.000000 Penalty: 4084.607666
	Iteration 35Q: 3 clusters Score -421153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421154.562500 Penalty: 4084.607666
	Iteration 36Q: 3 clusters Score -421154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -421155.375000 Penalty: 4084.607666
	Iteration 37Q: 3 clusters Score -421155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -421155.781250 Penalty: 4084.607666
	Iteration 38Q: 3 clusters Score -421155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -421155.781250 Penalty: 4084.607666
	Iteration 39F: 3 clusters Score -421155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -171442.171875 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -171442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -169140.921875 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -169140.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -169870.203125 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -169870.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -170560.906250 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -170560.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -171314.359375 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -171314.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -171894.718750 Penalty: 3655.634521
	Iteration 4F: 3 clusters Score -171894.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -172185.828125 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -172185.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -172324.453125 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -172324.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -172386.265625 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -172386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -172409.328125 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -172409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -172423.437500 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -172423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -172430.203125 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -172430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -172435.515625 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -172435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172437.265625 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -172437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172437.265625 Penalty: 3655.634521
	Iteration 13F: 3 clusters Score -172437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216007 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58102 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76931 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 9 contains 211006 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196568 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165614 members 
Mstep: Class 16 contains 307383 members 
Mstep: Class 17 contains 77600 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29533 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40477 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19319 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 1058 members 
Entering Unmasked Estep 
Score: -183990032.000000 Penalty: 113423.679688
Splitting cluster 8 changes total score from -183990368.000000 to -183990032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (211006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211006 members 
Entering Unmasked Estep 
Score: -24810924.000000 Penalty: 3040.391113
	Iteration 0F: 2 clusters Score -2.481092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -24672844.000000 Penalty: 6080.782227
	Iteration 0F: 3 clusters Score -2.467284e+07 nChanged 101871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 111460 members 
Entering Unmasked Estep 
Score: -24731930.000000 Penalty: 6080.782227
	Iteration 1F: 3 clusters Score -2.473193e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -24733420.000000 Penalty: 6080.782227
	Iteration 2Q: 3 clusters Score -2.473342e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -24735588.000000 Penalty: 6080.782227
	Iteration 3Q: 3 clusters Score -2.473559e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -24739898.000000 Penalty: 6080.782227
	Iteration 4Q: 3 clusters Score -2.47399e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -24748366.000000 Penalty: 6080.782227
	Iteration 5F: 3 clusters Score -2.474837e+07 nChanged 17195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 159632 members 
Entering Unmasked Estep 
Score: -24761646.000000 Penalty: 6080.782227
	Iteration 6F: 3 clusters Score -2.476165e+07 nChanged 19834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 179462 members 
Entering Unmasked Estep 
Score: -24779406.000000 Penalty: 6080.782227
	Iteration 7F: 3 clusters Score -2.477941e+07 nChanged 16810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 196272 members 
Entering Unmasked Estep 
Score: -24795462.000000 Penalty: 6080.782227
	Iteration 8F: 3 clusters Score -2.479546e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -24803710.000000 Penalty: 6080.782227
	Iteration 9Q: 3 clusters Score -2.480371e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 209522 members 
Entering Unmasked Estep 
Score: -24806852.000000 Penalty: 6080.782227
	Iteration 10Q: 3 clusters Score -2.480685e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 210516 members 
Entering Unmasked Estep 
Score: -24807728.000000 Penalty: 6080.782227
	Iteration 11Q: 3 clusters Score -2.480773e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210730 members 
Entering Unmasked Estep 
Score: -24808016.000000 Penalty: 6080.782227
	Iteration 12Q: 3 clusters Score -2.480802e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210768 members 
Entering Unmasked Estep 
Score: -24808098.000000 Penalty: 6080.782227
	Iteration 13Q: 3 clusters Score -2.48081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210789 members 
Entering Unmasked Estep 
Score: -24808116.000000 Penalty: 6080.782227
	Iteration 14Q: 3 clusters Score -2.480812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210803 members 
Entering Unmasked Estep 
Score: -24808160.000000 Penalty: 6080.782227
	Iteration 15Q: 3 clusters Score -2.480816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210807 members 
Entering Unmasked Estep 
Score: -24808176.000000 Penalty: 6080.782227
	Iteration 16Q: 3 clusters Score -2.480818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -24808174.000000 Penalty: 6080.782227
	Iteration 17Q: 3 clusters Score -2.480817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210807 members 
Entering Unmasked Estep 
Score: -24808172.000000 Penalty: 6080.782227
	Iteration 18Q: 3 clusters Score -2.480817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -24808166.000000 Penalty: 6080.782227
	Iteration 19Q: 3 clusters Score -2.480817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -24808186.000000 Penalty: 6080.782227
	Iteration 20F: 3 clusters Score -2.480819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -24808216.000000 Penalty: 6080.782227
	Iteration 21Q: 3 clusters Score -2.480822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210813 members 
Entering Unmasked Estep 
Score: -24808212.000000 Penalty: 6080.782227
	Iteration 22Q: 3 clusters Score -2.480821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210814 members 
Entering Unmasked Estep 
Score: -24808226.000000 Penalty: 6080.782227
	Iteration 23Q: 3 clusters Score -2.480823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210813 members 
Entering Unmasked Estep 
Score: -24808226.000000 Penalty: 6080.782227
	Iteration 24Q: 3 clusters Score -2.480823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210812 members 
Entering Unmasked Estep 
Score: -24808234.000000 Penalty: 6080.782227
	Iteration 25Q: 3 clusters Score -2.480823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -24808230.000000 Penalty: 6080.782227
	Iteration 26Q: 3 clusters Score -2.480823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210809 members 
Entering Unmasked Estep 
Score: -24808228.000000 Penalty: 6080.782227
	Iteration 27Q: 3 clusters Score -2.480823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210809 members 
Entering Unmasked Estep 
Score: -24808228.000000 Penalty: 6080.782227
	Iteration 28F: 3 clusters Score -2.480823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48223.742188 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -48223.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46729.187500 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -46729.19 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46976.753906 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -46976.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47100.199219 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -47100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47196.984375 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -47196.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47439.535156 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -47439.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47503.578125 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -47503.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47551.289062 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -47551.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47594.582031 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -47594.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47636.980469 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -47636.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47682.605469 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -47682.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47712.890625 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -47712.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47730.882812 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -47730.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47757.644531 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -47757.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47770.851562 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -47770.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47770.851562 Penalty: 3083.436523
	Iteration 14F: 3 clusters Score -47770.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -23170102.000000 Penalty: 3022.813477
	Iteration 0F: 2 clusters Score -2.31701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -23040612.000000 Penalty: 6045.626953
	Iteration 0F: 3 clusters Score -2.304061e+07 nChanged 94926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -23096172.000000 Penalty: 6045.626953
	Iteration 1F: 3 clusters Score -2.309617e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -23097318.000000 Penalty: 6045.626953
	Iteration 2Q: 3 clusters Score -2.309732e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106852 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -23099484.000000 Penalty: 6045.626953
	Iteration 3Q: 3 clusters Score -2.309948e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -23103054.000000 Penalty: 6045.626953
	Iteration 4Q: 3 clusters Score -2.310305e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -23108874.000000 Penalty: 6045.626953
	Iteration 5F: 3 clusters Score -2.310887e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -23117974.000000 Penalty: 6045.626953
	Iteration 6F: 3 clusters Score -2.311797e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140896 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -23129762.000000 Penalty: 6045.626953
	Iteration 7F: 3 clusters Score -2.312976e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -23141904.000000 Penalty: 6045.626953
	Iteration 8F: 3 clusters Score -2.31419e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159112 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -23150344.000000 Penalty: 6045.626953
	Iteration 9F: 3 clusters Score -2.315034e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -23154664.000000 Penalty: 6045.626953
	Iteration 10Q: 3 clusters Score -2.315466e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168573 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -23157426.000000 Penalty: 6045.626953
	Iteration 11Q: 3 clusters Score -2.315743e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -23159022.000000 Penalty: 6045.626953
	Iteration 12Q: 3 clusters Score -2.315902e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175732 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -23160552.000000 Penalty: 6045.626953
	Iteration 13Q: 3 clusters Score -2.316055e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178799 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -23162066.000000 Penalty: 6045.626953
	Iteration 14Q: 3 clusters Score -2.316207e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181537 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -23163418.000000 Penalty: 6045.626953
	Iteration 15Q: 3 clusters Score -2.316342e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183862 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -23164356.000000 Penalty: 6045.626953
	Iteration 16Q: 3 clusters Score -2.316436e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -23165198.000000 Penalty: 6045.626953
	Iteration 17Q: 3 clusters Score -2.31652e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -23165966.000000 Penalty: 6045.626953
	Iteration 18Q: 3 clusters Score -2.316597e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189041 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -23166410.000000 Penalty: 6045.626953
	Iteration 19Q: 3 clusters Score -2.316641e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -23166788.000000 Penalty: 6045.626953
	Iteration 20F: 3 clusters Score -2.316679e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191041 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -23167018.000000 Penalty: 6045.626953
	Iteration 21Q: 3 clusters Score -2.316702e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -23167270.000000 Penalty: 6045.626953
	Iteration 22Q: 3 clusters Score -2.316727e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192351 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -23167402.000000 Penalty: 6045.626953
	Iteration 23Q: 3 clusters Score -2.31674e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192838 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -23167598.000000 Penalty: 6045.626953
	Iteration 24Q: 3 clusters Score -2.31676e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193262 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -23167690.000000 Penalty: 6045.626953
	Iteration 25Q: 3 clusters Score -2.316769e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193591 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -23167740.000000 Penalty: 6045.626953
	Iteration 26Q: 3 clusters Score -2.316774e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193863 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -23167760.000000 Penalty: 6045.626953
	Iteration 27Q: 3 clusters Score -2.316776e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194091 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -23167808.000000 Penalty: 6045.626953
	Iteration 28Q: 3 clusters Score -2.316781e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194283 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23167840.000000 Penalty: 6045.626953
	Iteration 29Q: 3 clusters Score -2.316784e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194423 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -23167902.000000 Penalty: 6045.626953
	Iteration 30Q: 3 clusters Score -2.31679e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194553 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -23167928.000000 Penalty: 6045.626953
	Iteration 31Q: 3 clusters Score -2.316793e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194643 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -23167906.000000 Penalty: 6045.626953
	Iteration 32Q: 3 clusters Score -2.316791e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194732 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -23167910.000000 Penalty: 6045.626953
	Iteration 33Q: 3 clusters Score -2.316791e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194805 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23167944.000000 Penalty: 6045.626953
	Iteration 34Q: 3 clusters Score -2.316794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194871 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23167942.000000 Penalty: 6045.626953
	Iteration 35Q: 3 clusters Score -2.316794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -23167944.000000 Penalty: 6045.626953
	Iteration 36Q: 3 clusters Score -2.316794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194971 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -23167970.000000 Penalty: 6045.626953
	Iteration 37Q: 3 clusters Score -2.316797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195026 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23167928.000000 Penalty: 6045.626953
	Iteration 38Q: 3 clusters Score -2.316793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195064 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -23167938.000000 Penalty: 6045.626953
	Iteration 39Q: 3 clusters Score -2.316794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195093 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -23167950.000000 Penalty: 6045.626953
	Iteration 40F: 3 clusters Score -2.316795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195115 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23167970.000000 Penalty: 6045.626953
	Iteration 41Q: 3 clusters Score -2.316797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195131 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -23167988.000000 Penalty: 6045.626953
	Iteration 42Q: 3 clusters Score -2.316799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23168002.000000 Penalty: 6045.626953
	Iteration 43Q: 3 clusters Score -2.3168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195157 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23168006.000000 Penalty: 6045.626953
	Iteration 44Q: 3 clusters Score -2.316801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195167 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23167992.000000 Penalty: 6045.626953
	Iteration 45Q: 3 clusters Score -2.316799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195176 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23167982.000000 Penalty: 6045.626953
	Iteration 46Q: 3 clusters Score -2.316798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195186 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -23167964.000000 Penalty: 6045.626953
	Iteration 47Q: 3 clusters Score -2.316796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195196 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23167976.000000 Penalty: 6045.626953
	Iteration 48Q: 3 clusters Score -2.316798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195200 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23167988.000000 Penalty: 6045.626953
	Iteration 49Q: 3 clusters Score -2.316799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23168004.000000 Penalty: 6045.626953
	Iteration 50Q: 3 clusters Score -2.3168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195227 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23167990.000000 Penalty: 6045.626953
	Iteration 51Q: 3 clusters Score -2.316799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195235 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23167998.000000 Penalty: 6045.626953
	Iteration 52Q: 3 clusters Score -2.3168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195241 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23167986.000000 Penalty: 6045.626953
	Iteration 53Q: 3 clusters Score -2.316799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195253 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -23167996.000000 Penalty: 6045.626953
	Iteration 54Q: 3 clusters Score -2.3168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195263 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23168010.000000 Penalty: 6045.626953
	Iteration 55Q: 3 clusters Score -2.316801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195271 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23167998.000000 Penalty: 6045.626953
	Iteration 56Q: 3 clusters Score -2.3168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195283 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23167996.000000 Penalty: 6045.626953
	Iteration 57Q: 3 clusters Score -2.3168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195298 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23167990.000000 Penalty: 6045.626953
	Iteration 58Q: 3 clusters Score -2.316799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195308 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -23167974.000000 Penalty: 6045.626953
	Iteration 59Q: 3 clusters Score -2.316797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195320 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -23167986.000000 Penalty: 6045.626953
	Iteration 60F: 3 clusters Score -2.316799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195331 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23167998.000000 Penalty: 6045.626953
	Iteration 61Q: 3 clusters Score -2.3168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -23168016.000000 Penalty: 6045.626953
	Iteration 62Q: 3 clusters Score -2.316802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195358 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -23167992.000000 Penalty: 6045.626953
	Iteration 63Q: 3 clusters Score -2.316799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195369 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -23167982.000000 Penalty: 6045.626953
	Iteration 64Q: 3 clusters Score -2.316798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195379 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23167976.000000 Penalty: 6045.626953
	Iteration 65Q: 3 clusters Score -2.316798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195390 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -23167996.000000 Penalty: 6045.626953
	Iteration 66Q: 3 clusters Score -2.3168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195402 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23167998.000000 Penalty: 6045.626953
	Iteration 67Q: 3 clusters Score -2.3168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195421 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23167990.000000 Penalty: 6045.626953
	Iteration 68Q: 3 clusters Score -2.316799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195433 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -23167994.000000 Penalty: 6045.626953
	Iteration 69Q: 3 clusters Score -2.316799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195439 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23167986.000000 Penalty: 6045.626953
	Iteration 70Q: 3 clusters Score -2.316799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195446 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -23167998.000000 Penalty: 6045.626953
	Iteration 71Q: 3 clusters Score -2.3168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195449 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23168004.000000 Penalty: 6045.626953
	Iteration 72Q: 3 clusters Score -2.3168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195452 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23168008.000000 Penalty: 6045.626953
	Iteration 73Q: 3 clusters Score -2.316801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195454 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23168010.000000 Penalty: 6045.626953
	Iteration 74Q: 3 clusters Score -2.316801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195454 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23168010.000000 Penalty: 6045.626953
	Iteration 75F: 3 clusters Score -2.316801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Entering Unmasked Estep 
Score: -6311752.000000 Penalty: 2700.098389
	Iteration 0F: 2 clusters Score -6311752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -6275883.000000 Penalty: 5400.196777
	Iteration 0F: 3 clusters Score -6275883 nChanged 24687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6289515.500000 Penalty: 5400.196777
	Iteration 1F: 3 clusters Score -6289516 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6290094.500000 Penalty: 5400.196777
	Iteration 2Q: 3 clusters Score -6290094 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -6290705.500000 Penalty: 5400.196777
	Iteration 3Q: 3 clusters Score -6290706 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6291479.000000 Penalty: 5400.196777
	Iteration 4Q: 3 clusters Score -6291479 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -6292388.500000 Penalty: 5400.196777
	Iteration 5Q: 3 clusters Score -6292388 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -6293715.500000 Penalty: 5400.196777
	Iteration 6Q: 3 clusters Score -6293716 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -6295544.500000 Penalty: 5400.196777
	Iteration 7F: 3 clusters Score -6295544 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -6297911.500000 Penalty: 5400.196777
	Iteration 8F: 3 clusters Score -6297912 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -6300655.000000 Penalty: 5400.196777
	Iteration 9F: 3 clusters Score -6300655 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6303321.500000 Penalty: 5400.196777
	Iteration 10F: 3 clusters Score -6303322 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -6305555.000000 Penalty: 5400.196777
	Iteration 11Q: 3 clusters Score -6305555 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6307077.500000 Penalty: 5400.196777
	Iteration 12Q: 3 clusters Score -6307078 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6308088.500000 Penalty: 5400.196777
	Iteration 13Q: 3 clusters Score -6308088 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -6308648.500000 Penalty: 5400.196777
	Iteration 14Q: 3 clusters Score -6308648 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -6308958.000000 Penalty: 5400.196777
	Iteration 15Q: 3 clusters Score -6308958 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -6309145.500000 Penalty: 5400.196777
	Iteration 16Q: 3 clusters Score -6309146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6309250.000000 Penalty: 5400.196777
	Iteration 17Q: 3 clusters Score -6309250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -6309300.000000 Penalty: 5400.196777
	Iteration 18Q: 3 clusters Score -6309300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -6309334.000000 Penalty: 5400.196777
	Iteration 19Q: 3 clusters Score -6309334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -6309345.500000 Penalty: 5400.196777
	Iteration 20F: 3 clusters Score -6309346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6309361.500000 Penalty: 5400.196777
	Iteration 21Q: 3 clusters Score -6309362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -6309386.000000 Penalty: 5400.196777
	Iteration 22Q: 3 clusters Score -6309386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -6309376.500000 Penalty: 5400.196777
	Iteration 23Q: 3 clusters Score -6309376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -6309385.000000 Penalty: 5400.196777
	Iteration 24Q: 3 clusters Score -6309385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6309392.500000 Penalty: 5400.196777
	Iteration 25Q: 3 clusters Score -6309392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6309399.000000 Penalty: 5400.196777
	Iteration 26Q: 3 clusters Score -6309399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -6309403.000000 Penalty: 5400.196777
	Iteration 27Q: 3 clusters Score -6309403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -6309415.000000 Penalty: 5400.196777
	Iteration 28Q: 3 clusters Score -6309415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -6309427.500000 Penalty: 5400.196777
	Iteration 29Q: 3 clusters Score -6309428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -6309427.500000 Penalty: 5400.196777
	Iteration 30Q: 3 clusters Score -6309428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6309432.000000 Penalty: 5400.196777
	Iteration 31Q: 3 clusters Score -6309432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -6309438.000000 Penalty: 5400.196777
	Iteration 32Q: 3 clusters Score -6309438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -6309439.000000 Penalty: 5400.196777
	Iteration 33Q: 3 clusters Score -6309439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -6309439.500000 Penalty: 5400.196777
	Iteration 34Q: 3 clusters Score -6309440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -6309439.500000 Penalty: 5400.196777
	Iteration 35F: 3 clusters Score -6309440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Entering Unmasked Estep 
Score: -9749264.000000 Penalty: 2811.057861
	Iteration 0F: 2 clusters Score -9749264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -9693277.000000 Penalty: 5622.115723
	Iteration 0F: 3 clusters Score -9693277 nChanged 39162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -9715779.000000 Penalty: 5622.115723
	Iteration 1F: 3 clusters Score -9715779 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -9716538.000000 Penalty: 5622.115723
	Iteration 2Q: 3 clusters Score -9716538 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -9717476.000000 Penalty: 5622.115723
	Iteration 3Q: 3 clusters Score -9717476 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -9719042.000000 Penalty: 5622.115723
	Iteration 4Q: 3 clusters Score -9719042 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -9721492.000000 Penalty: 5622.115723
	Iteration 5F: 3 clusters Score -9721492 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -9724780.000000 Penalty: 5622.115723
	Iteration 6F: 3 clusters Score -9724780 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9728447.000000 Penalty: 5622.115723
	Iteration 7F: 3 clusters Score -9728447 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -9731840.000000 Penalty: 5622.115723
	Iteration 8F: 3 clusters Score -9731840 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -9734636.000000 Penalty: 5622.115723
	Iteration 9F: 3 clusters Score -9734636 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -9736932.000000 Penalty: 5622.115723
	Iteration 10Q: 3 clusters Score -9736932 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -9738920.000000 Penalty: 5622.115723
	Iteration 11Q: 3 clusters Score -9738920 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -9740780.000000 Penalty: 5622.115723
	Iteration 12Q: 3 clusters Score -9740780 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -9742392.000000 Penalty: 5622.115723
	Iteration 13Q: 3 clusters Score -9742392 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -9743448.000000 Penalty: 5622.115723
	Iteration 14Q: 3 clusters Score -9743448 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -9744219.000000 Penalty: 5622.115723
	Iteration 15Q: 3 clusters Score -9744219 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -9744711.000000 Penalty: 5622.115723
	Iteration 16Q: 3 clusters Score -9744711 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -9744996.000000 Penalty: 5622.115723
	Iteration 17Q: 3 clusters Score -9744996 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -9745281.000000 Penalty: 5622.115723
	Iteration 18Q: 3 clusters Score -9745281 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -9745498.000000 Penalty: 5622.115723
	Iteration 19Q: 3 clusters Score -9745498 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -9745630.000000 Penalty: 5622.115723
	Iteration 20F: 3 clusters Score -9745630 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -9745710.000000 Penalty: 5622.115723
	Iteration 21Q: 3 clusters Score -9745710 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -9745778.000000 Penalty: 5622.115723
	Iteration 22Q: 3 clusters Score -9745778 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -9745821.000000 Penalty: 5622.115723
	Iteration 23Q: 3 clusters Score -9745821 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -9745848.000000 Penalty: 5622.115723
	Iteration 24Q: 3 clusters Score -9745848 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -9745896.000000 Penalty: 5622.115723
	Iteration 25Q: 3 clusters Score -9745896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -9745911.000000 Penalty: 5622.115723
	Iteration 26Q: 3 clusters Score -9745911 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -9745928.000000 Penalty: 5622.115723
	Iteration 27Q: 3 clusters Score -9745928 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -9745947.000000 Penalty: 5622.115723
	Iteration 28Q: 3 clusters Score -9745947 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -9745947.000000 Penalty: 5622.115723
	Iteration 29Q: 3 clusters Score -9745947 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -9745944.000000 Penalty: 5622.115723
	Iteration 30Q: 3 clusters Score -9745944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -9745983.000000 Penalty: 5622.115723
	Iteration 31Q: 3 clusters Score -9745983 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -9746003.000000 Penalty: 5622.115723
	Iteration 32Q: 3 clusters Score -9746003 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -9746032.000000 Penalty: 5622.115723
	Iteration 33Q: 3 clusters Score -9746032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -9746039.000000 Penalty: 5622.115723
	Iteration 34Q: 3 clusters Score -9746039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -9746047.000000 Penalty: 5622.115723
	Iteration 35Q: 3 clusters Score -9746047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -9746054.000000 Penalty: 5622.115723
	Iteration 36Q: 3 clusters Score -9746054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -9746035.000000 Penalty: 5622.115723
	Iteration 37Q: 3 clusters Score -9746035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -9746024.000000 Penalty: 5622.115723
	Iteration 38Q: 3 clusters Score -9746024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -9746046.000000 Penalty: 5622.115723
	Iteration 39Q: 3 clusters Score -9746046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -9746065.000000 Penalty: 5622.115723
	Iteration 40F: 3 clusters Score -9746065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -9746071.000000 Penalty: 5622.115723
	Iteration 41Q: 3 clusters Score -9746071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -9746086.000000 Penalty: 5622.115723
	Iteration 42Q: 3 clusters Score -9746086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -9746078.000000 Penalty: 5622.115723
	Iteration 43Q: 3 clusters Score -9746078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -9746100.000000 Penalty: 5622.115723
	Iteration 44Q: 3 clusters Score -9746100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -9746081.000000 Penalty: 5622.115723
	Iteration 45Q: 3 clusters Score -9746081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -9746068.000000 Penalty: 5622.115723
	Iteration 46Q: 3 clusters Score -9746068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -9746067.000000 Penalty: 5622.115723
	Iteration 47Q: 3 clusters Score -9746067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -9746044.000000 Penalty: 5622.115723
	Iteration 48Q: 3 clusters Score -9746044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -9746040.000000 Penalty: 5622.115723
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23646 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23481 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9746084 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9746082 nChanged 54
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Mstep: Class 1 contains 23324 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23262 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9746073 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9746072 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23131 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9746065 nChanged 60
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Mstep: Class 1 contains 23071 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9746072 nChanged 67
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9746087 nChanged 71
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9746080 nChanged 83
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9746085 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9746092 nChanged 78
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Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9746157 nChanged 87
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Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9746151 nChanged 90
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Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9746150 nChanged 87
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Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9746139 nChanged 76
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Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9746117 nChanged 86
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Mstep: Class 1 contains 21844 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9746130 nChanged 83
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Mstep: Class 1 contains 21761 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9746144 nChanged 72
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Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9746156 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9746176 nChanged 57
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Mstep: Class 1 contains 21569 members 
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	Iteration 79Q: 3 clusters Score -9746173 nChanged 57
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Mstep: Class 1 contains 21512 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9746190 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 62235 members 
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	Iteration 82Q: 3 clusters Score -9746185 nChanged 43
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Mstep: Class 1 contains 21361 members 
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	Iteration 83Q: 3 clusters Score -9746187 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21327 members 
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	Iteration 84Q: 3 clusters Score -9746168 nChanged 25
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Mstep: Class 1 contains 21302 members 
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	Iteration 85Q: 3 clusters Score -9746185 nChanged 29
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Mstep: Class 1 contains 21273 members 
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	Iteration 86Q: 3 clusters Score -9746182 nChanged 34
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Mstep: Class 1 contains 21239 members 
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	Iteration 87Q: 3 clusters Score -9746177 nChanged 39
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	Iteration 88Q: 3 clusters Score -9746192 nChanged 38
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	Iteration 89Q: 3 clusters Score -9746197 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21129 members 
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	Iteration 90Q: 3 clusters Score -9746213 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21088 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21000 members 
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	Iteration 93Q: 3 clusters Score -9746209 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20958 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9746212 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20923 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9746207 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20886 members 
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	Iteration 96Q: 3 clusters Score -9746202 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20854 members 
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	Iteration 97Q: 3 clusters Score -9746215 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20814 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9746231 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20778 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9746235 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20736 members 
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	Iteration 100F: 3 clusters Score -9746244 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9746237 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20649 members 
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	Iteration 102Q: 3 clusters Score -9746226 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20599 members 
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	Iteration 103Q: 3 clusters Score -9746230 nChanged 53
Entering Unmasked Mstep 
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	Iteration 104Q: 3 clusters Score -9746237 nChanged 54
Entering Unmasked Mstep 
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	Iteration 105Q: 3 clusters Score -9746229 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20438 members 
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	Iteration 106Q: 3 clusters Score -9746225 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20387 members 
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	Iteration 107Q: 3 clusters Score -9746236 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20330 members 
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	Iteration 108Q: 3 clusters Score -9746238 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20270 members 
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	Iteration 109Q: 3 clusters Score -9746222 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20211 members 
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	Iteration 110Q: 3 clusters Score -9746234 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20153 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9746213 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20084 members 
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	Iteration 112Q: 3 clusters Score -9746220 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20017 members 
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	Iteration 113Q: 3 clusters Score -9746216 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19941 members 
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	Iteration 114Q: 3 clusters Score -9746222 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19866 members 
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	Iteration 115Q: 3 clusters Score -9746232 nChanged 80
Entering Unmasked Mstep 
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	Iteration 116Q: 3 clusters Score -9746230 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19697 members 
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	Iteration 117Q: 3 clusters Score -9746225 nChanged 82
Entering Unmasked Mstep 
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	Iteration 118Q: 3 clusters Score -9746247 nChanged 86
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	Iteration 119Q: 3 clusters Score -9746250 nChanged 84
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	Iteration 120F: 3 clusters Score -9746252 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19361 members 
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	Iteration 121Q: 3 clusters Score -9746256 nChanged 78
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Mstep: Class 1 contains 19283 members 
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	Iteration 122Q: 3 clusters Score -9746260 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19205 members 
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	Iteration 123Q: 3 clusters Score -9746277 nChanged 77
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	Iteration 124Q: 3 clusters Score -9746273 nChanged 77
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	Iteration 125Q: 3 clusters Score -9746277 nChanged 84
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Mstep: Class 1 contains 18969 members 
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	Iteration 126Q: 3 clusters Score -9746290 nChanged 84
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	Iteration 127Q: 3 clusters Score -9746304 nChanged 80
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	Iteration 128Q: 3 clusters Score -9746285 nChanged 90
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	Iteration 129Q: 3 clusters Score -9746290 nChanged 95
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	Iteration 130Q: 3 clusters Score -9746287 nChanged 82
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	Iteration 131Q: 3 clusters Score -9746284 nChanged 106
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	Iteration 132Q: 3 clusters Score -9746295 nChanged 108
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	Iteration 133Q: 3 clusters Score -9746286 nChanged 107
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9746279 nChanged 97
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	Iteration 135Q: 3 clusters Score -9746276 nChanged 103
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	Iteration 136Q: 3 clusters Score -9746293 nChanged 107
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	Iteration 137Q: 3 clusters Score -9746284 nChanged 107
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	Iteration 139Q: 3 clusters Score -9746273 nChanged 137
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	Iteration 140F: 3 clusters Score -9746290 nChanged 168
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	Iteration 141Q: 3 clusters Score -9746300 nChanged 151
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Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 66640 members 
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Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 66829 members 
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Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 67038 members 
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Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 67245 members 
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Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 67459 members 
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Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 67670 members 
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Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 67877 members 
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 68090 members 
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Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 68303 members 
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Mstep: Class 1 contains 15021 members 
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Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 68857 members 
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Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 69065 members 
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Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 69276 members 
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Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 69459 members 
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Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 69637 members 
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Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 69815 members 
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Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 70001 members 
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 70178 members 
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Mstep: Class 1 contains 13328 members 
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Mstep: Class 1 contains 13115 members 
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Mstep: Class 1 contains 12920 members 
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Mstep: Class 1 contains 12501 members 
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Mstep: Class 1 contains 12069 members 
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Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 71840 members 
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Mstep: Class 1 contains 11379 members 
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Mstep: Class 1 contains 11160 members 
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Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 72996 members 
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Mstep: Class 2 contains 73200 members 
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Mstep: Class 1 contains 10081 members 
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Mstep: Class 1 contains 9887 members 
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Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 73999 members 
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Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 74182 members 
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Mstep: Class 1 contains 9320 members 
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8916 members 
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Mstep: Class 1 contains 8687 members 
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Mstep: Class 1 contains 8447 members 
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Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 75503 members 
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Mstep: Class 1 contains 7932 members 
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Mstep: Class 1 contains 7686 members 
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Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 76219 members 
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Mstep: Class 1 contains 7270 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9747521 nChanged 200
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Mstep: Class 1 contains 7070 members 
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Mstep: Class 1 contains 6873 members 
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Mstep: Class 1 contains 6355 members 
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Mstep: Class 1 contains 6198 members 
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Mstep: Class 1 contains 6055 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5913 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5775 members 
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Mstep: Class 1 contains 5644 members 
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	Iteration 201Q: 3 clusters Score -9747766 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5378 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9747812 nChanged 120
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Mstep: Class 1 contains 5266 members 
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	Iteration 203Q: 3 clusters Score -9747815 nChanged 96
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Mstep: Class 1 contains 5170 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9747824 nChanged 94
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Mstep: Class 1 contains 5078 members 
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Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9747833 nChanged 83
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Mstep: Class 1 contains 4914 members 
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	Iteration 207Q: 3 clusters Score -9747847 nChanged 84
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Mstep: Class 1 contains 4830 members 
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Mstep: Class 1 contains 4742 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4653 members 
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	Iteration 210Q: 3 clusters Score -9747899 nChanged 68
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	Iteration 211Q: 3 clusters Score -9747894 nChanged 64
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	Iteration 213Q: 3 clusters Score -9747910 nChanged 56
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	Iteration 223Q: 3 clusters Score -9747940 nChanged 28
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	Iteration 228Q: 3 clusters Score -9747981 nChanged 19
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	Iteration 234Q: 3 clusters Score -9748009 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -9748009.000000 Penalty: 5622.115723
	Iteration 235Q: 3 clusters Score -9748009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -9748012.000000 Penalty: 5622.115723
	Iteration 236Q: 3 clusters Score -9748012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -9748026.000000 Penalty: 5622.115723
	Iteration 237Q: 3 clusters Score -9748026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -9748036.000000 Penalty: 5622.115723
	Iteration 238Q: 3 clusters Score -9748036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -9748032.000000 Penalty: 5622.115723
	Iteration 239Q: 3 clusters Score -9748032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -9748033.000000 Penalty: 5622.115723
	Iteration 240F: 3 clusters Score -9748033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -9748034.000000 Penalty: 5622.115723
	Iteration 241Q: 3 clusters Score -9748034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -9748038.000000 Penalty: 5622.115723
	Iteration 242Q: 3 clusters Score -9748038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -9748041.000000 Penalty: 5622.115723
	Iteration 243Q: 3 clusters Score -9748041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -9748055.000000 Penalty: 5622.115723
	Iteration 244Q: 3 clusters Score -9748055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -9748078.000000 Penalty: 5622.115723
	Iteration 245Q: 3 clusters Score -9748078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -9748085.000000 Penalty: 5622.115723
	Iteration 246Q: 3 clusters Score -9748085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -9748084.000000 Penalty: 5622.115723
	Iteration 247Q: 3 clusters Score -9748084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -9748097.000000 Penalty: 5622.115723
	Iteration 248Q: 3 clusters Score -9748097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -9748095.000000 Penalty: 5622.115723
	Iteration 249Q: 3 clusters Score -9748095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -9748099.000000 Penalty: 5622.115723
	Iteration 250Q: 3 clusters Score -9748099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -9748106.000000 Penalty: 5622.115723
	Iteration 251Q: 3 clusters Score -9748106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -9748096.000000 Penalty: 5622.115723
	Iteration 252Q: 3 clusters Score -9748096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -9748095.000000 Penalty: 5622.115723
	Iteration 253Q: 3 clusters Score -9748095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -9748103.000000 Penalty: 5622.115723
	Iteration 254Q: 3 clusters Score -9748103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -9748104.000000 Penalty: 5622.115723
	Iteration 255Q: 3 clusters Score -9748104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -9748106.000000 Penalty: 5622.115723
	Iteration 256Q: 3 clusters Score -9748106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -9748101.000000 Penalty: 5622.115723
	Iteration 257Q: 3 clusters Score -9748101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -9748107.000000 Penalty: 5622.115723
	Iteration 258Q: 3 clusters Score -9748107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -9748096.000000 Penalty: 5622.115723
	Iteration 259Q: 3 clusters Score -9748096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -9748102.000000 Penalty: 5622.115723
	Iteration 260F: 3 clusters Score -9748102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -9748108.000000 Penalty: 5622.115723
	Iteration 261Q: 3 clusters Score -9748108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -9748098.000000 Penalty: 5622.115723
	Iteration 262Q: 3 clusters Score -9748098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -9748095.000000 Penalty: 5622.115723
	Iteration 263Q: 3 clusters Score -9748095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -9748103.000000 Penalty: 5622.115723
	Iteration 264Q: 3 clusters Score -9748103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -9748112.000000 Penalty: 5622.115723
	Iteration 265Q: 3 clusters Score -9748112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -9748112.000000 Penalty: 5622.115723
	Iteration 266Q: 3 clusters Score -9748112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -9748116.000000 Penalty: 5622.115723
	Iteration 267Q: 3 clusters Score -9748116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -9748139.000000 Penalty: 5622.115723
	Iteration 268Q: 3 clusters Score -9748139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -9748138.000000 Penalty: 5622.115723
	Iteration 269Q: 3 clusters Score -9748138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -9748125.000000 Penalty: 5622.115723
	Iteration 270Q: 3 clusters Score -9748125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -9748131.000000 Penalty: 5622.115723
	Iteration 271Q: 3 clusters Score -9748131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -9748137.000000 Penalty: 5622.115723
	Iteration 272Q: 3 clusters Score -9748137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -9748133.000000 Penalty: 5622.115723
	Iteration 273Q: 3 clusters Score -9748133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -9748132.000000 Penalty: 5622.115723
	Iteration 274Q: 3 clusters Score -9748132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -9748136.000000 Penalty: 5622.115723
	Iteration 275Q: 3 clusters Score -9748136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -9748134.000000 Penalty: 5622.115723
	Iteration 276Q: 3 clusters Score -9748134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -9748129.000000 Penalty: 5622.115723
	Iteration 277Q: 3 clusters Score -9748129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -9748131.000000 Penalty: 5622.115723
	Iteration 278Q: 3 clusters Score -9748131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -9748131.000000 Penalty: 5622.115723
	Iteration 279F: 3 clusters Score -9748131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Entering Unmasked Estep 
Score: -1239877.000000 Penalty: 2304.076172
	Iteration 0F: 2 clusters Score -1239877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1231588.375000 Penalty: 4608.152344
	Iteration 0F: 3 clusters Score -1231588 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1234107.250000 Penalty: 4608.152344
	Iteration 1F: 3 clusters Score -1234107 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1234504.125000 Penalty: 4608.152344
	Iteration 2F: 3 clusters Score -1234504 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1234889.125000 Penalty: 4608.152344
	Iteration 3F: 3 clusters Score -1234889 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1235362.500000 Penalty: 4608.152344
	Iteration 4F: 3 clusters Score -1235362 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1236057.875000 Penalty: 4608.152344
	Iteration 5F: 3 clusters Score -1236058 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1236974.000000 Penalty: 4608.152344
	Iteration 6F: 3 clusters Score -1236974 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1237781.625000 Penalty: 4608.152344
	Iteration 7F: 3 clusters Score -1237782 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1238284.375000 Penalty: 4608.152344
	Iteration 8F: 3 clusters Score -1238284 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1238541.375000 Penalty: 4608.152344
	Iteration 9Q: 3 clusters Score -1238541 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1238650.875000 Penalty: 4608.152344
	Iteration 10Q: 3 clusters Score -1238651 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1238699.000000 Penalty: 4608.152344
	Iteration 11Q: 3 clusters Score -1238699 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1238723.625000 Penalty: 4608.152344
	Iteration 12Q: 3 clusters Score -1238724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1238736.750000 Penalty: 4608.152344
	Iteration 13Q: 3 clusters Score -1238737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1238742.125000 Penalty: 4608.152344
	Iteration 14Q: 3 clusters Score -1238742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1238744.500000 Penalty: 4608.152344
	Iteration 15Q: 3 clusters Score -1238744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1238752.250000 Penalty: 4608.152344
	Iteration 16Q: 3 clusters Score -1238752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1238754.375000 Penalty: 4608.152344
	Iteration 17Q: 3 clusters Score -1238754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1238755.375000 Penalty: 4608.152344
	Iteration 18Q: 3 clusters Score -1238755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1238760.000000 Penalty: 4608.152344
	Iteration 19Q: 3 clusters Score -1238760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1238764.375000 Penalty: 4608.152344
	Iteration 20F: 3 clusters Score -1238764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1238759.750000 Penalty: 4608.152344
	Iteration 21Q: 3 clusters Score -1238760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1238761.625000 Penalty: 4608.152344
	Iteration 22Q: 3 clusters Score -1238762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1238764.375000 Penalty: 4608.152344
	Iteration 23Q: 3 clusters Score -1238764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1238765.125000 Penalty: 4608.152344
	Iteration 24Q: 3 clusters Score -1238765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1238764.750000 Penalty: 4608.152344
	Iteration 25Q: 3 clusters Score -1238765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1238764.750000 Penalty: 4608.152344
	Iteration 26Q: 3 clusters Score -1238765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1238764.750000 Penalty: 4608.152344
	Iteration 27F: 3 clusters Score -1238765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165614 members 
Entering Unmasked Estep 
Score: -19538148.000000 Penalty: 2980.318848
	Iteration 0F: 2 clusters Score -1.953815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -19427412.000000 Penalty: 5960.637695
	Iteration 0F: 3 clusters Score -1.942741e+07 nChanged 79400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -19474220.000000 Penalty: 5960.637695
	Iteration 1F: 3 clusters Score -1.947422e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -19475484.000000 Penalty: 5960.637695
	Iteration 2Q: 3 clusters Score -1.947548e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -19477390.000000 Penalty: 5960.637695
	Iteration 3Q: 3 clusters Score -1.947739e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -19480374.000000 Penalty: 5960.637695
	Iteration 4Q: 3 clusters Score -1.948037e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -19485114.000000 Penalty: 5960.637695
	Iteration 5F: 3 clusters Score -1.948511e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -19491454.000000 Penalty: 5960.637695
	Iteration 6F: 3 clusters Score -1.949145e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -19499760.000000 Penalty: 5960.637695
	Iteration 7F: 3 clusters Score -1.949976e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -19508106.000000 Penalty: 5960.637695
	Iteration 8F: 3 clusters Score -1.950811e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -19514550.000000 Penalty: 5960.637695
	Iteration 9F: 3 clusters Score -1.951455e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -19518848.000000 Penalty: 5960.637695
	Iteration 10Q: 3 clusters Score -1.951885e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -19521394.000000 Penalty: 5960.637695
	Iteration 11Q: 3 clusters Score -1.952139e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -19523154.000000 Penalty: 5960.637695
	Iteration 12Q: 3 clusters Score -1.952315e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -19524570.000000 Penalty: 5960.637695
	Iteration 13Q: 3 clusters Score -1.952457e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134806 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -19526044.000000 Penalty: 5960.637695
	Iteration 14Q: 3 clusters Score -1.952604e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -19527566.000000 Penalty: 5960.637695
	Iteration 15Q: 3 clusters Score -1.952757e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141153 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -19528932.000000 Penalty: 5960.637695
	Iteration 16Q: 3 clusters Score -1.952893e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144071 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -19530278.000000 Penalty: 5960.637695
	Iteration 17Q: 3 clusters Score -1.953028e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -19531410.000000 Penalty: 5960.637695
	Iteration 18Q: 3 clusters Score -1.953141e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -19532410.000000 Penalty: 5960.637695
	Iteration 19Q: 3 clusters Score -1.953241e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -19533376.000000 Penalty: 5960.637695
	Iteration 20F: 3 clusters Score -1.953338e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -19534218.000000 Penalty: 5960.637695
	Iteration 21Q: 3 clusters Score -1.953422e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -19534696.000000 Penalty: 5960.637695
	Iteration 22Q: 3 clusters Score -1.95347e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -19535028.000000 Penalty: 5960.637695
	Iteration 23Q: 3 clusters Score -1.953503e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -19535382.000000 Penalty: 5960.637695
	Iteration 24Q: 3 clusters Score -1.953538e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -19535730.000000 Penalty: 5960.637695
	Iteration 25Q: 3 clusters Score -1.953573e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -19535898.000000 Penalty: 5960.637695
	Iteration 26Q: 3 clusters Score -1.95359e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158638 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -19536040.000000 Penalty: 5960.637695
	Iteration 27Q: 3 clusters Score -1.953604e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -19536170.000000 Penalty: 5960.637695
	Iteration 28Q: 3 clusters Score -1.953617e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159577 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -19536326.000000 Penalty: 5960.637695
	Iteration 29Q: 3 clusters Score -1.953633e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -19536348.000000 Penalty: 5960.637695
	Iteration 30Q: 3 clusters Score -1.953635e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -19536408.000000 Penalty: 5960.637695
	Iteration 31Q: 3 clusters Score -1.953641e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160514 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -19536452.000000 Penalty: 5960.637695
	Iteration 32Q: 3 clusters Score -1.953645e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -19536454.000000 Penalty: 5960.637695
	Iteration 33Q: 3 clusters Score -1.953645e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160889 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -19536504.000000 Penalty: 5960.637695
	Iteration 34Q: 3 clusters Score -1.95365e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -19536502.000000 Penalty: 5960.637695
	Iteration 35Q: 3 clusters Score -1.95365e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -19536540.000000 Penalty: 5960.637695
	Iteration 36Q: 3 clusters Score -1.953654e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -19536576.000000 Penalty: 5960.637695
	Iteration 37Q: 3 clusters Score -1.953658e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161441 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -19536584.000000 Penalty: 5960.637695
	Iteration 38Q: 3 clusters Score -1.953658e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -19536586.000000 Penalty: 5960.637695
	Iteration 39Q: 3 clusters Score -1.953659e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -19536602.000000 Penalty: 5960.637695
	Iteration 40F: 3 clusters Score -1.95366e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161714 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -19536624.000000 Penalty: 5960.637695
	Iteration 41Q: 3 clusters Score -1.953662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -19536612.000000 Penalty: 5960.637695
	Iteration 42Q: 3 clusters Score -1.953661e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161824 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -19536662.000000 Penalty: 5960.637695
	Iteration 43Q: 3 clusters Score -1.953666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -19536630.000000 Penalty: 5960.637695
	Iteration 44Q: 3 clusters Score -1.953663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -19536666.000000 Penalty: 5960.637695
	Iteration 45Q: 3 clusters Score -1.953667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -19536654.000000 Penalty: 5960.637695
	Iteration 46Q: 3 clusters Score -1.953665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -19536630.000000 Penalty: 5960.637695
	Iteration 47Q: 3 clusters Score -1.953663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162009 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -19536656.000000 Penalty: 5960.637695
	Iteration 48Q: 3 clusters Score -1.953666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162040 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -19536646.000000 Penalty: 5960.637695
	Iteration 49Q: 3 clusters Score -1.953665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -19536662.000000 Penalty: 5960.637695
	Iteration 50Q: 3 clusters Score -1.953666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -19536702.000000 Penalty: 5960.637695
	Iteration 51Q: 3 clusters Score -1.95367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19536668.000000 Penalty: 5960.637695
	Iteration 52Q: 3 clusters Score -1.953667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162123 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -19536666.000000 Penalty: 5960.637695
	Iteration 53Q: 3 clusters Score -1.953667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162137 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -19536680.000000 Penalty: 5960.637695
	Iteration 54Q: 3 clusters Score -1.953668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -19536706.000000 Penalty: 5960.637695
	Iteration 55Q: 3 clusters Score -1.953671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -19536708.000000 Penalty: 5960.637695
	Iteration 56Q: 3 clusters Score -1.953671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162159 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -19536696.000000 Penalty: 5960.637695
	Iteration 57Q: 3 clusters Score -1.95367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162168 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -19536706.000000 Penalty: 5960.637695
	Iteration 58Q: 3 clusters Score -1.953671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -19536698.000000 Penalty: 5960.637695
	Iteration 59Q: 3 clusters Score -1.95367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162184 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -19536700.000000 Penalty: 5960.637695
	Iteration 60F: 3 clusters Score -1.95367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -19536726.000000 Penalty: 5960.637695
	Iteration 61Q: 3 clusters Score -1.953673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162192 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -19536728.000000 Penalty: 5960.637695
	Iteration 62Q: 3 clusters Score -1.953673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162192 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -19536720.000000 Penalty: 5960.637695
	Iteration 63Q: 3 clusters Score -1.953672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162195 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -19536732.000000 Penalty: 5960.637695
	Iteration 64Q: 3 clusters Score -1.953673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -19536728.000000 Penalty: 5960.637695
	Iteration 65Q: 3 clusters Score -1.953673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162200 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19536726.000000 Penalty: 5960.637695
	Iteration 66Q: 3 clusters Score -1.953673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -19536738.000000 Penalty: 5960.637695
	Iteration 67Q: 3 clusters Score -1.953674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -19536744.000000 Penalty: 5960.637695
	Iteration 68Q: 3 clusters Score -1.953674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -19536726.000000 Penalty: 5960.637695
	Iteration 69Q: 3 clusters Score -1.953673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -19536726.000000 Penalty: 5960.637695
	Iteration 70F: 3 clusters Score -1.953673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (307383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307383 members 
Entering Unmasked Estep 
Score: -35934352.000000 Penalty: 3133.690674
	Iteration 0F: 2 clusters Score -3.593435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153778 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -35731216.000000 Penalty: 6267.381348
	Iteration 0F: 3 clusters Score -3.573122e+07 nChanged 148596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -35818424.000000 Penalty: 6267.381348
	Iteration 1F: 3 clusters Score -3.581842e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 152436 members 
Entering Unmasked Estep 
Score: -35819504.000000 Penalty: 6267.381348
	Iteration 2Q: 3 clusters Score -3.58195e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -35820944.000000 Penalty: 6267.381348
	Iteration 3Q: 3 clusters Score -3.582094e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155775 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -35823068.000000 Penalty: 6267.381348
	Iteration 4Q: 3 clusters Score -3.582307e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -35826588.000000 Penalty: 6267.381348
	Iteration 5Q: 3 clusters Score -3.582659e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 151288 members 
Entering Unmasked Estep 
Score: -35831736.000000 Penalty: 6267.381348
	Iteration 6Q: 3 clusters Score -3.583174e+07 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -35840040.000000 Penalty: 6267.381348
	Iteration 7Q: 3 clusters Score -3.584004e+07 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -35852672.000000 Penalty: 6267.381348
	Iteration 8F: 3 clusters Score -3.585267e+07 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -35868372.000000 Penalty: 6267.381348
	Iteration 9F: 3 clusters Score -3.586837e+07 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144881 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -35884112.000000 Penalty: 6267.381348
	Iteration 10F: 3 clusters Score -3.588411e+07 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 167145 members 
Entering Unmasked Estep 
Score: -35893348.000000 Penalty: 6267.381348
	Iteration 11F: 3 clusters Score -3.589335e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136014 members 
Mstep: Class 2 contains 171369 members 
Entering Unmasked Estep 
Score: -35896696.000000 Penalty: 6267.381348
	Iteration 12Q: 3 clusters Score -3.58967e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131912 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -35898536.000000 Penalty: 6267.381348
	Iteration 13Q: 3 clusters Score -3.589854e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 179788 members 
Entering Unmasked Estep 
Score: -35900000.000000 Penalty: 6267.381348
	Iteration 14Q: 3 clusters Score -3.59e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 184193 members 
Entering Unmasked Estep 
Score: -35901672.000000 Penalty: 6267.381348
	Iteration 15Q: 3 clusters Score -3.590167e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118706 members 
Mstep: Class 2 contains 188677 members 
Entering Unmasked Estep 
Score: -35903284.000000 Penalty: 6267.381348
	Iteration 16Q: 3 clusters Score -3.590328e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 193190 members 
Entering Unmasked Estep 
Score: -35904872.000000 Penalty: 6267.381348
	Iteration 17Q: 3 clusters Score -3.590487e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 197679 members 
Entering Unmasked Estep 
Score: -35906304.000000 Penalty: 6267.381348
	Iteration 18Q: 3 clusters Score -3.59063e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 202363 members 
Entering Unmasked Estep 
Score: -35907832.000000 Penalty: 6267.381348
	Iteration 19Q: 3 clusters Score -3.590783e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 207223 members 
Entering Unmasked Estep 
Score: -35909472.000000 Penalty: 6267.381348
	Iteration 20F: 3 clusters Score -3.590947e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -35910588.000000 Penalty: 6267.381348
	Iteration 21Q: 3 clusters Score -3.591059e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 216887 members 
Entering Unmasked Estep 
Score: -35911676.000000 Penalty: 6267.381348
	Iteration 22Q: 3 clusters Score -3.591168e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 221791 members 
Entering Unmasked Estep 
Score: -35912868.000000 Penalty: 6267.381348
	Iteration 23Q: 3 clusters Score -3.591287e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 226687 members 
Entering Unmasked Estep 
Score: -35913976.000000 Penalty: 6267.381348
	Iteration 24Q: 3 clusters Score -3.591398e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 231555 members 
Entering Unmasked Estep 
Score: -35915264.000000 Penalty: 6267.381348
	Iteration 25Q: 3 clusters Score -3.591526e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 236374 members 
Entering Unmasked Estep 
Score: -35916576.000000 Penalty: 6267.381348
	Iteration 26Q: 3 clusters Score -3.591658e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 241143 members 
Entering Unmasked Estep 
Score: -35917880.000000 Penalty: 6267.381348
	Iteration 27Q: 3 clusters Score -3.591788e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 245933 members 
Entering Unmasked Estep 
Score: -35918892.000000 Penalty: 6267.381348
	Iteration 28Q: 3 clusters Score -3.591889e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 250720 members 
Entering Unmasked Estep 
Score: -35920072.000000 Penalty: 6267.381348
	Iteration 29Q: 3 clusters Score -3.592007e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 255378 members 
Entering Unmasked Estep 
Score: -35921652.000000 Penalty: 6267.381348
	Iteration 30Q: 3 clusters Score -3.592165e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 259887 members 
Entering Unmasked Estep 
Score: -35922600.000000 Penalty: 6267.381348
	Iteration 31Q: 3 clusters Score -3.59226e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 264220 members 
Entering Unmasked Estep 
Score: -35923980.000000 Penalty: 6267.381348
	Iteration 32Q: 3 clusters Score -3.592398e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 268448 members 
Entering Unmasked Estep 
Score: -35925176.000000 Penalty: 6267.381348
	Iteration 33Q: 3 clusters Score -3.592518e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 272502 members 
Entering Unmasked Estep 
Score: -35926656.000000 Penalty: 6267.381348
	Iteration 34Q: 3 clusters Score -3.592666e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 276199 members 
Entering Unmasked Estep 
Score: -35928052.000000 Penalty: 6267.381348
	Iteration 35Q: 3 clusters Score -3.592805e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 279535 members 
Entering Unmasked Estep 
Score: -35928736.000000 Penalty: 6267.381348
	Iteration 36Q: 3 clusters Score -3.592874e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 282454 members 
Entering Unmasked Estep 
Score: -35929580.000000 Penalty: 6267.381348
	Iteration 37Q: 3 clusters Score -3.592958e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 284962 members 
Entering Unmasked Estep 
Score: -35930304.000000 Penalty: 6267.381348
	Iteration 38Q: 3 clusters Score -3.59303e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 287112 members 
Entering Unmasked Estep 
Score: -35930980.000000 Penalty: 6267.381348
	Iteration 39Q: 3 clusters Score -3.593098e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 288826 members 
Entering Unmasked Estep 
Score: -35931516.000000 Penalty: 6267.381348
	Iteration 40F: 3 clusters Score -3.593152e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 290664 members 
Entering Unmasked Estep 
Score: -35931836.000000 Penalty: 6267.381348
	Iteration 41Q: 3 clusters Score -3.593184e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 292230 members 
Entering Unmasked Estep 
Score: -35932248.000000 Penalty: 6267.381348
	Iteration 42Q: 3 clusters Score -3.593225e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 293607 members 
Entering Unmasked Estep 
Score: -35932524.000000 Penalty: 6267.381348
	Iteration 43Q: 3 clusters Score -3.593252e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 294759 members 
Entering Unmasked Estep 
Score: -35932848.000000 Penalty: 6267.381348
	Iteration 44Q: 3 clusters Score -3.593285e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 295788 members 
Entering Unmasked Estep 
Score: -35933148.000000 Penalty: 6267.381348
	Iteration 45Q: 3 clusters Score -3.593315e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 296657 members 
Entering Unmasked Estep 
Score: -35933360.000000 Penalty: 6267.381348
	Iteration 46Q: 3 clusters Score -3.593336e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 297481 members 
Entering Unmasked Estep 
Score: -35933652.000000 Penalty: 6267.381348
	Iteration 47Q: 3 clusters Score -3.593365e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 298225 members 
Entering Unmasked Estep 
Score: -35933880.000000 Penalty: 6267.381348
	Iteration 48Q: 3 clusters Score -3.593388e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 298875 members 
Entering Unmasked Estep 
Score: -35933984.000000 Penalty: 6267.381348
	Iteration 49Q: 3 clusters Score -3.593398e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 299431 members 
Entering Unmasked Estep 
Score: -35933992.000000 Penalty: 6267.381348
	Iteration 50Q: 3 clusters Score -3.593399e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 299925 members 
Entering Unmasked Estep 
Score: -35934020.000000 Penalty: 6267.381348
	Iteration 51Q: 3 clusters Score -3.593402e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 300341 members 
Entering Unmasked Estep 
Score: -35934040.000000 Penalty: 6267.381348
	Iteration 52Q: 3 clusters Score -3.593404e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 300714 members 
Entering Unmasked Estep 
Score: -35934016.000000 Penalty: 6267.381348
	Iteration 53Q: 3 clusters Score -3.593402e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 301052 members 
Entering Unmasked Estep 
Score: -35934120.000000 Penalty: 6267.381348
	Iteration 54Q: 3 clusters Score -3.593412e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 301321 members 
Entering Unmasked Estep 
Score: -35934092.000000 Penalty: 6267.381348
	Iteration 55Q: 3 clusters Score -3.593409e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 301563 members 
Entering Unmasked Estep 
Score: -35934012.000000 Penalty: 6267.381348
	Iteration 56Q: 3 clusters Score -3.593401e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 301766 members 
Entering Unmasked Estep 
Score: -35933988.000000 Penalty: 6267.381348
	Iteration 57Q: 3 clusters Score -3.593399e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 301963 members 
Entering Unmasked Estep 
Score: -35934012.000000 Penalty: 6267.381348
	Iteration 58Q: 3 clusters Score -3.593401e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 302145 members 
Entering Unmasked Estep 
Score: -35934032.000000 Penalty: 6267.381348
	Iteration 59Q: 3 clusters Score -3.593403e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 302318 members 
Entering Unmasked Estep 
Score: -35933972.000000 Penalty: 6267.381348
	Iteration 60F: 3 clusters Score -3.593397e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 302469 members 
Entering Unmasked Estep 
Score: -35933924.000000 Penalty: 6267.381348
	Iteration 61Q: 3 clusters Score -3.593392e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 302592 members 
Entering Unmasked Estep 
Score: -35933816.000000 Penalty: 6267.381348
	Iteration 62Q: 3 clusters Score -3.593382e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 302713 members 
Entering Unmasked Estep 
Score: -35933796.000000 Penalty: 6267.381348
	Iteration 63Q: 3 clusters Score -3.59338e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 302822 members 
Entering Unmasked Estep 
Score: -35933724.000000 Penalty: 6267.381348
	Iteration 64Q: 3 clusters Score -3.593372e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 302935 members 
Entering Unmasked Estep 
Score: -35933724.000000 Penalty: 6267.381348
	Iteration 65Q: 3 clusters Score -3.593372e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 303037 members 
Entering Unmasked Estep 
Score: -35933732.000000 Penalty: 6267.381348
	Iteration 66Q: 3 clusters Score -3.593373e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 303124 members 
Entering Unmasked Estep 
Score: -35933704.000000 Penalty: 6267.381348
	Iteration 67Q: 3 clusters Score -3.59337e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 303199 members 
Entering Unmasked Estep 
Score: -35933668.000000 Penalty: 6267.381348
	Iteration 68Q: 3 clusters Score -3.593367e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 303270 members 
Entering Unmasked Estep 
Score: -35933636.000000 Penalty: 6267.381348
	Iteration 69Q: 3 clusters Score -3.593364e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 303326 members 
Entering Unmasked Estep 
Score: -35933568.000000 Penalty: 6267.381348
	Iteration 70Q: 3 clusters Score -3.593357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 303369 members 
Entering Unmasked Estep 
Score: -35933528.000000 Penalty: 6267.381348
	Iteration 71Q: 3 clusters Score -3.593353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 303423 members 
Entering Unmasked Estep 
Score: -35933516.000000 Penalty: 6267.381348
	Iteration 72Q: 3 clusters Score -3.593352e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 303467 members 
Entering Unmasked Estep 
Score: -35933484.000000 Penalty: 6267.381348
	Iteration 73Q: 3 clusters Score -3.593348e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 303509 members 
Entering Unmasked Estep 
Score: -35933504.000000 Penalty: 6267.381348
	Iteration 74Q: 3 clusters Score -3.59335e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 303549 members 
Entering Unmasked Estep 
Score: -35933508.000000 Penalty: 6267.381348
	Iteration 75Q: 3 clusters Score -3.593351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 303588 members 
Entering Unmasked Estep 
Score: -35933488.000000 Penalty: 6267.381348
	Iteration 76Q: 3 clusters Score -3.593349e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 303621 members 
Entering Unmasked Estep 
Score: -35933484.000000 Penalty: 6267.381348
	Iteration 77Q: 3 clusters Score -3.593348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 303648 members 
Entering Unmasked Estep 
Score: -35933468.000000 Penalty: 6267.381348
	Iteration 78Q: 3 clusters Score -3.593347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 303677 members 
Entering Unmasked Estep 
Score: -35933464.000000 Penalty: 6267.381348
	Iteration 79Q: 3 clusters Score -3.593346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 303710 members 
Entering Unmasked Estep 
Score: -35933452.000000 Penalty: 6267.381348
	Iteration 80F: 3 clusters Score -3.593345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 303735 members 
Entering Unmasked Estep 
Score: -35933428.000000 Penalty: 6267.381348
	Iteration 81Q: 3 clusters Score -3.593343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 303766 members 
Entering Unmasked Estep 
Score: -35933408.000000 Penalty: 6267.381348
	Iteration 82Q: 3 clusters Score -3.593341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 303789 members 
Entering Unmasked Estep 
Score: -35933388.000000 Penalty: 6267.381348
	Iteration 83Q: 3 clusters Score -3.593339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 303818 members 
Entering Unmasked Estep 
Score: -35933368.000000 Penalty: 6267.381348
	Iteration 84Q: 3 clusters Score -3.593337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 303844 members 
Entering Unmasked Estep 
Score: -35933380.000000 Penalty: 6267.381348
	Iteration 85Q: 3 clusters Score -3.593338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 303869 members 
Entering Unmasked Estep 
Score: -35933348.000000 Penalty: 6267.381348
	Iteration 86Q: 3 clusters Score -3.593335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 303894 members 
Entering Unmasked Estep 
Score: -35933332.000000 Penalty: 6267.381348
	Iteration 87Q: 3 clusters Score -3.593333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 303924 members 
Entering Unmasked Estep 
Score: -35933324.000000 Penalty: 6267.381348
	Iteration 88Q: 3 clusters Score -3.593332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 303947 members 
Entering Unmasked Estep 
Score: -35933308.000000 Penalty: 6267.381348
	Iteration 89Q: 3 clusters Score -3.593331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 303973 members 
Entering Unmasked Estep 
Score: -35933288.000000 Penalty: 6267.381348
	Iteration 90Q: 3 clusters Score -3.593329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 303988 members 
Entering Unmasked Estep 
Score: -35933304.000000 Penalty: 6267.381348
	Iteration 91Q: 3 clusters Score -3.59333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 304004 members 
Entering Unmasked Estep 
Score: -35933312.000000 Penalty: 6267.381348
	Iteration 92Q: 3 clusters Score -3.593331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 304022 members 
Entering Unmasked Estep 
Score: -35933304.000000 Penalty: 6267.381348
	Iteration 93Q: 3 clusters Score -3.59333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 304038 members 
Entering Unmasked Estep 
Score: -35933304.000000 Penalty: 6267.381348
	Iteration 94Q: 3 clusters Score -3.59333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 304048 members 
Entering Unmasked Estep 
Score: -35933292.000000 Penalty: 6267.381348
	Iteration 95Q: 3 clusters Score -3.593329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 304058 members 
Entering Unmasked Estep 
Score: -35933288.000000 Penalty: 6267.381348
	Iteration 96Q: 3 clusters Score -3.593329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 304068 members 
Entering Unmasked Estep 
Score: -35933296.000000 Penalty: 6267.381348
	Iteration 97Q: 3 clusters Score -3.59333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 304082 members 
Entering Unmasked Estep 
Score: -35933300.000000 Penalty: 6267.381348
	Iteration 98Q: 3 clusters Score -3.59333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 304101 members 
Entering Unmasked Estep 
Score: -35933284.000000 Penalty: 6267.381348
	Iteration 99Q: 3 clusters Score -3.593328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 304116 members 
Entering Unmasked Estep 
Score: -35933276.000000 Penalty: 6267.381348
	Iteration 100F: 3 clusters Score -3.593328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 304129 members 
Entering Unmasked Estep 
Score: -35933276.000000 Penalty: 6267.381348
	Iteration 101Q: 3 clusters Score -3.593328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 304142 members 
Entering Unmasked Estep 
Score: -35933276.000000 Penalty: 6267.381348
	Iteration 102Q: 3 clusters Score -3.593328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 304159 members 
Entering Unmasked Estep 
Score: -35933244.000000 Penalty: 6267.381348
	Iteration 103Q: 3 clusters Score -3.593324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 304179 members 
Entering Unmasked Estep 
Score: -35933244.000000 Penalty: 6267.381348
	Iteration 104Q: 3 clusters Score -3.593324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 304203 members 
Entering Unmasked Estep 
Score: -35933236.000000 Penalty: 6267.381348
	Iteration 105Q: 3 clusters Score -3.593324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 304227 members 
Entering Unmasked Estep 
Score: -35933220.000000 Penalty: 6267.381348
	Iteration 106Q: 3 clusters Score -3.593322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 304251 members 
Entering Unmasked Estep 
Score: -35933208.000000 Penalty: 6267.381348
	Iteration 107Q: 3 clusters Score -3.593321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 304268 members 
Entering Unmasked Estep 
Score: -35933224.000000 Penalty: 6267.381348
	Iteration 108Q: 3 clusters Score -3.593322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 304283 members 
Entering Unmasked Estep 
Score: -35933260.000000 Penalty: 6267.381348
	Iteration 109Q: 3 clusters Score -3.593326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 304301 members 
Entering Unmasked Estep 
Score: -35933252.000000 Penalty: 6267.381348
	Iteration 110Q: 3 clusters Score -3.593325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 304308 members 
Entering Unmasked Estep 
Score: -35933240.000000 Penalty: 6267.381348
	Iteration 111Q: 3 clusters Score -3.593324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 304314 members 
Entering Unmasked Estep 
Score: -35933244.000000 Penalty: 6267.381348
	Iteration 112Q: 3 clusters Score -3.593324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 304321 members 
Entering Unmasked Estep 
Score: -35933252.000000 Penalty: 6267.381348
	Iteration 113Q: 3 clusters Score -3.593325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 304326 members 
Entering Unmasked Estep 
Score: -35933256.000000 Penalty: 6267.381348
	Iteration 114Q: 3 clusters Score -3.593326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 304335 members 
Entering Unmasked Estep 
Score: -35933260.000000 Penalty: 6267.381348
	Iteration 115Q: 3 clusters Score -3.593326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 304340 members 
Entering Unmasked Estep 
Score: -35933260.000000 Penalty: 6267.381348
	Iteration 116Q: 3 clusters Score -3.593326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 304348 members 
Entering Unmasked Estep 
Score: -35933244.000000 Penalty: 6267.381348
	Iteration 117Q: 3 clusters Score -3.593324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 304355 members 
Entering Unmasked Estep 
Score: -35933264.000000 Penalty: 6267.381348
	Iteration 118Q: 3 clusters Score -3.593326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 304361 members 
Entering Unmasked Estep 
Score: -35933248.000000 Penalty: 6267.381348
	Iteration 119Q: 3 clusters Score -3.593325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 304368 members 
Entering Unmasked Estep 
Score: -35933240.000000 Penalty: 6267.381348
	Iteration 120F: 3 clusters Score -3.593324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 304376 members 
Entering Unmasked Estep 
Score: -35933228.000000 Penalty: 6267.381348
	Iteration 121Q: 3 clusters Score -3.593323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 304381 members 
Entering Unmasked Estep 
Score: -35933240.000000 Penalty: 6267.381348
	Iteration 122Q: 3 clusters Score -3.593324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 304387 members 
Entering Unmasked Estep 
Score: -35933244.000000 Penalty: 6267.381348
	Iteration 123Q: 3 clusters Score -3.593324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 304393 members 
Entering Unmasked Estep 
Score: -35933248.000000 Penalty: 6267.381348
	Iteration 124Q: 3 clusters Score -3.593325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 304398 members 
Entering Unmasked Estep 
Score: -35933248.000000 Penalty: 6267.381348
	Iteration 125Q: 3 clusters Score -3.593325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 304409 members 
Entering Unmasked Estep 
Score: -35933248.000000 Penalty: 6267.381348
	Iteration 126Q: 3 clusters Score -3.593325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 304422 members 
Entering Unmasked Estep 
Score: -35933268.000000 Penalty: 6267.381348
	Iteration 127Q: 3 clusters Score -3.593327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 304433 members 
Entering Unmasked Estep 
Score: -35933244.000000 Penalty: 6267.381348
	Iteration 128Q: 3 clusters Score -3.593324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 304441 members 
Entering Unmasked Estep 
Score: -35933240.000000 Penalty: 6267.381348
	Iteration 129Q: 3 clusters Score -3.593324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 304447 members 
Entering Unmasked Estep 
Score: -35933256.000000 Penalty: 6267.381348
	Iteration 130Q: 3 clusters Score -3.593326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 304454 members 
Entering Unmasked Estep 
Score: -35933240.000000 Penalty: 6267.381348
	Iteration 131Q: 3 clusters Score -3.593324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 304458 members 
Entering Unmasked Estep 
Score: -35933232.000000 Penalty: 6267.381348
	Iteration 132Q: 3 clusters Score -3.593323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 304462 members 
Entering Unmasked Estep 
Score: -35933232.000000 Penalty: 6267.381348
	Iteration 133Q: 3 clusters Score -3.593323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 304465 members 
Entering Unmasked Estep 
Score: -35933236.000000 Penalty: 6267.381348
	Iteration 134Q: 3 clusters Score -3.593324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 304465 members 
Entering Unmasked Estep 
Score: -35933236.000000 Penalty: 6267.381348
	Iteration 135F: 3 clusters Score -3.593324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Entering Unmasked Estep 
Score: -9193414.000000 Penalty: 2792.312012
	Iteration 0F: 2 clusters Score -9193414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -9141500.000000 Penalty: 5584.624023
	Iteration 0F: 3 clusters Score -9141500 nChanged 36309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -9161950.000000 Penalty: 5584.624023
	Iteration 1F: 3 clusters Score -9161950 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -9162676.000000 Penalty: 5584.624023
	Iteration 2Q: 3 clusters Score -9162676 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -9163634.000000 Penalty: 5584.624023
	Iteration 3Q: 3 clusters Score -9163634 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -9164859.000000 Penalty: 5584.624023
	Iteration 4Q: 3 clusters Score -9164859 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -9166626.000000 Penalty: 5584.624023
	Iteration 5Q: 3 clusters Score -9166626 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -9169306.000000 Penalty: 5584.624023
	Iteration 6F: 3 clusters Score -9169306 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -9173247.000000 Penalty: 5584.624023
	Iteration 7F: 3 clusters Score -9173247 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -9178302.000000 Penalty: 5584.624023
	Iteration 8F: 3 clusters Score -9178302 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -9183354.000000 Penalty: 5584.624023
	Iteration 9F: 3 clusters Score -9183354 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -9187094.000000 Penalty: 5584.624023
	Iteration 10F: 3 clusters Score -9187094 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -9189279.000000 Penalty: 5584.624023
	Iteration 11Q: 3 clusters Score -9189279 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -9190143.000000 Penalty: 5584.624023
	Iteration 12Q: 3 clusters Score -9190143 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -9190563.000000 Penalty: 5584.624023
	Iteration 13Q: 3 clusters Score -9190563 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -9190713.000000 Penalty: 5584.624023
	Iteration 14Q: 3 clusters Score -9190713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -9190808.000000 Penalty: 5584.624023
	Iteration 15Q: 3 clusters Score -9190808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -9190871.000000 Penalty: 5584.624023
	Iteration 16Q: 3 clusters Score -9190871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -9190900.000000 Penalty: 5584.624023
	Iteration 17Q: 3 clusters Score -9190900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -9190910.000000 Penalty: 5584.624023
	Iteration 18Q: 3 clusters Score -9190910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -9190925.000000 Penalty: 5584.624023
	Iteration 19Q: 3 clusters Score -9190925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -9190941.000000 Penalty: 5584.624023
	Iteration 20F: 3 clusters Score -9190941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -9190956.000000 Penalty: 5584.624023
	Iteration 21Q: 3 clusters Score -9190956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -9190955.000000 Penalty: 5584.624023
	Iteration 22Q: 3 clusters Score -9190955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -9190951.000000 Penalty: 5584.624023
	Iteration 23Q: 3 clusters Score -9190951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -9190952.000000 Penalty: 5584.624023
	Iteration 24Q: 3 clusters Score -9190952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -9190952.000000 Penalty: 5584.624023
	Iteration 25F: 3 clusters Score -9190952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Entering Unmasked Estep 
Score: -2550645.500000 Penalty: 2473.735107
	Iteration 0F: 2 clusters Score -2550646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2535480.000000 Penalty: 4947.470215
	Iteration 0F: 3 clusters Score -2535480 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2540627.000000 Penalty: 4947.470215
	Iteration 1F: 3 clusters Score -2540627 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2541082.750000 Penalty: 4947.470215
	Iteration 2F: 3 clusters Score -2541083 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2541444.750000 Penalty: 4947.470215
	Iteration 3Q: 3 clusters Score -2541445 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2541764.250000 Penalty: 4947.470215
	Iteration 4Q: 3 clusters Score -2541764 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2542047.500000 Penalty: 4947.470215
	Iteration 5Q: 3 clusters Score -2542048 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2542388.000000 Penalty: 4947.470215
	Iteration 6Q: 3 clusters Score -2542388 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2542855.500000 Penalty: 4947.470215
	Iteration 7Q: 3 clusters Score -2542856 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2543472.750000 Penalty: 4947.470215
	Iteration 8Q: 3 clusters Score -2543473 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2544335.500000 Penalty: 4947.470215
	Iteration 9F: 3 clusters Score -2544336 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2545350.750000 Penalty: 4947.470215
	Iteration 10F: 3 clusters Score -2545351 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2546405.500000 Penalty: 4947.470215
	Iteration 11F: 3 clusters Score -2546406 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2547257.000000 Penalty: 4947.470215
	Iteration 12Q: 3 clusters Score -2547257 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2547768.250000 Penalty: 4947.470215
	Iteration 13Q: 3 clusters Score -2547768 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2548044.750000 Penalty: 4947.470215
	Iteration 14Q: 3 clusters Score -2548045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2548235.250000 Penalty: 4947.470215
	Iteration 15Q: 3 clusters Score -2548235 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2548335.250000 Penalty: 4947.470215
	Iteration 16Q: 3 clusters Score -2548335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2548406.750000 Penalty: 4947.470215
	Iteration 17Q: 3 clusters Score -2548407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2548437.750000 Penalty: 4947.470215
	Iteration 18Q: 3 clusters Score -2548438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2548466.250000 Penalty: 4947.470215
	Iteration 19Q: 3 clusters Score -2548466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2548473.000000 Penalty: 4947.470215
	Iteration 20F: 3 clusters Score -2548473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2548477.000000 Penalty: 4947.470215
	Iteration 21Q: 3 clusters Score -2548477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2548478.500000 Penalty: 4947.470215
	Iteration 22Q: 3 clusters Score -2548478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2548478.500000 Penalty: 4947.470215
	Iteration 23F: 3 clusters Score -2548478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Entering Unmasked Estep 
Score: -3523045.000000 Penalty: 2552.729248
	Iteration 0F: 2 clusters Score -3523045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3502706.000000 Penalty: 5105.458496
	Iteration 0F: 3 clusters Score -3502706 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3510043.500000 Penalty: 5105.458496
	Iteration 1F: 3 clusters Score -3510044 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3510489.750000 Penalty: 5105.458496
	Iteration 2Q: 3 clusters Score -3510490 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3510835.500000 Penalty: 5105.458496
	Iteration 3Q: 3 clusters Score -3510836 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3511232.250000 Penalty: 5105.458496
	Iteration 4Q: 3 clusters Score -3511232 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3511651.750000 Penalty: 5105.458496
	Iteration 5Q: 3 clusters Score -3511652 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3512130.250000 Penalty: 5105.458496
	Iteration 6Q: 3 clusters Score -3512130 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3512756.500000 Penalty: 5105.458496
	Iteration 7Q: 3 clusters Score -3512756 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3513589.000000 Penalty: 5105.458496
	Iteration 8F: 3 clusters Score -3513589 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3514810.500000 Penalty: 5105.458496
	Iteration 9F: 3 clusters Score -3514810 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3516347.250000 Penalty: 5105.458496
	Iteration 10F: 3 clusters Score -3516347 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3517823.250000 Penalty: 5105.458496
	Iteration 11F: 3 clusters Score -3517823 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3518779.250000 Penalty: 5105.458496
	Iteration 12Q: 3 clusters Score -3518779 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3519219.250000 Penalty: 5105.458496
	Iteration 13Q: 3 clusters Score -3519219 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3519441.000000 Penalty: 5105.458496
	Iteration 14Q: 3 clusters Score -3519441 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3519586.500000 Penalty: 5105.458496
	Iteration 15Q: 3 clusters Score -3519586 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3519712.250000 Penalty: 5105.458496
	Iteration 16Q: 3 clusters Score -3519712 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3519827.250000 Penalty: 5105.458496
	Iteration 17Q: 3 clusters Score -3519827 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3519945.000000 Penalty: 5105.458496
	Iteration 18Q: 3 clusters Score -3519945 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3520033.000000 Penalty: 5105.458496
	Iteration 19Q: 3 clusters Score -3520033 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3520092.750000 Penalty: 5105.458496
	Iteration 20F: 3 clusters Score -3520093 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3520147.250000 Penalty: 5105.458496
	Iteration 21Q: 3 clusters Score -3520147 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3520222.000000 Penalty: 5105.458496
	Iteration 22Q: 3 clusters Score -3520222 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3520252.250000 Penalty: 5105.458496
	Iteration 23Q: 3 clusters Score -3520252 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3520308.500000 Penalty: 5105.458496
	Iteration 24Q: 3 clusters Score -3520308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3520358.250000 Penalty: 5105.458496
	Iteration 25Q: 3 clusters Score -3520358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3520398.000000 Penalty: 5105.458496
	Iteration 26Q: 3 clusters Score -3520398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3520428.250000 Penalty: 5105.458496
	Iteration 27Q: 3 clusters Score -3520428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3520458.500000 Penalty: 5105.458496
	Iteration 28Q: 3 clusters Score -3520458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3520491.500000 Penalty: 5105.458496
	Iteration 29Q: 3 clusters Score -3520492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3520517.500000 Penalty: 5105.458496
	Iteration 30Q: 3 clusters Score -3520518 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3520562.750000 Penalty: 5105.458496
	Iteration 31Q: 3 clusters Score -3520563 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3520582.500000 Penalty: 5105.458496
	Iteration 32Q: 3 clusters Score -3520582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3520625.750000 Penalty: 5105.458496
	Iteration 33Q: 3 clusters Score -3520626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3520660.500000 Penalty: 5105.458496
	Iteration 34Q: 3 clusters Score -3520660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3520686.750000 Penalty: 5105.458496
	Iteration 35Q: 3 clusters Score -3520687 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3520713.500000 Penalty: 5105.458496
	Iteration 36Q: 3 clusters Score -3520714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3520741.000000 Penalty: 5105.458496
	Iteration 37Q: 3 clusters Score -3520741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3520754.500000 Penalty: 5105.458496
	Iteration 38Q: 3 clusters Score -3520754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3520764.000000 Penalty: 5105.458496
	Iteration 39Q: 3 clusters Score -3520764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3520761.250000 Penalty: 5105.458496
	Iteration 40F: 3 clusters Score -3520761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3520782.000000 Penalty: 5105.458496
	Iteration 41Q: 3 clusters Score -3520782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3520796.250000 Penalty: 5105.458496
	Iteration 42Q: 3 clusters Score -3520796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3520803.750000 Penalty: 5105.458496
	Iteration 43Q: 3 clusters Score -3520804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3520825.750000 Penalty: 5105.458496
	Iteration 44Q: 3 clusters Score -3520826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3520848.750000 Penalty: 5105.458496
	Iteration 45Q: 3 clusters Score -3520849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3520849.500000 Penalty: 5105.458496
	Iteration 46Q: 3 clusters Score -3520850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3520866.500000 Penalty: 5105.458496
	Iteration 47Q: 3 clusters Score -3520866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3520875.500000 Penalty: 5105.458496
	Iteration 48Q: 3 clusters Score -3520876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3520884.500000 Penalty: 5105.458496
	Iteration 49Q: 3 clusters Score -3520884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3520898.500000 Penalty: 5105.458496
	Iteration 50Q: 3 clusters Score -3520898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3520909.250000 Penalty: 5105.458496
	Iteration 51Q: 3 clusters Score -3520909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3520913.250000 Penalty: 5105.458496
	Iteration 52Q: 3 clusters Score -3520913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3520923.250000 Penalty: 5105.458496
	Iteration 53Q: 3 clusters Score -3520923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3520928.750000 Penalty: 5105.458496
	Iteration 54Q: 3 clusters Score -3520929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3520928.750000 Penalty: 5105.458496
	Iteration 55Q: 3 clusters Score -3520929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3520933.750000 Penalty: 5105.458496
	Iteration 56Q: 3 clusters Score -3520934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3520935.500000 Penalty: 5105.458496
	Iteration 57Q: 3 clusters Score -3520936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3520939.500000 Penalty: 5105.458496
	Iteration 58Q: 3 clusters Score -3520940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3520943.750000 Penalty: 5105.458496
	Iteration 59Q: 3 clusters Score -3520944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3520945.500000 Penalty: 5105.458496
	Iteration 60F: 3 clusters Score -3520946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3520956.750000 Penalty: 5105.458496
	Iteration 61Q: 3 clusters Score -3520957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3520968.250000 Penalty: 5105.458496
	Iteration 62Q: 3 clusters Score -3520968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3520965.500000 Penalty: 5105.458496
	Iteration 63Q: 3 clusters Score -3520966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3520973.500000 Penalty: 5105.458496
	Iteration 64Q: 3 clusters Score -3520974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3520974.250000 Penalty: 5105.458496
	Iteration 65Q: 3 clusters Score -3520974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3520977.250000 Penalty: 5105.458496
	Iteration 66Q: 3 clusters Score -3520977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3520986.500000 Penalty: 5105.458496
	Iteration 67Q: 3 clusters Score -3520986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3520996.250000 Penalty: 5105.458496
	Iteration 68Q: 3 clusters Score -3520996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3521003.250000 Penalty: 5105.458496
	Iteration 69Q: 3 clusters Score -3521003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3521009.750000 Penalty: 5105.458496
	Iteration 70Q: 3 clusters Score -3521010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3521020.000000 Penalty: 5105.458496
	Iteration 71Q: 3 clusters Score -3521020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3521025.000000 Penalty: 5105.458496
	Iteration 72Q: 3 clusters Score -3521025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3521035.250000 Penalty: 5105.458496
	Iteration 73Q: 3 clusters Score -3521035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3521047.750000 Penalty: 5105.458496
	Iteration 74Q: 3 clusters Score -3521048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3521047.000000 Penalty: 5105.458496
	Iteration 75Q: 3 clusters Score -3521047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3521046.000000 Penalty: 5105.458496
	Iteration 76Q: 3 clusters Score -3521046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3521051.000000 Penalty: 5105.458496
	Iteration 77Q: 3 clusters Score -3521051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3521047.000000 Penalty: 5105.458496
	Iteration 78Q: 3 clusters Score -3521047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3521047.250000 Penalty: 5105.458496
	Iteration 79Q: 3 clusters Score -3521047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3521047.500000 Penalty: 5105.458496
	Iteration 80F: 3 clusters Score -3521048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -212668.593750 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -212668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -210143.281250 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -210143.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210545.015625 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -210545 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210650.250000 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -210650.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210710.328125 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -210710.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210737.437500 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -210737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -210758.781250 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -210758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210775.468750 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -210775.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210788.468750 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -210788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210792.750000 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -210792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210794.421875 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -210794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210795.796875 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -210795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210797.609375 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -210797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210800.734375 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -210800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -210802.718750 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -210802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210803.687500 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -210803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -210804.859375 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -210804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -210807.390625 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -210807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210808.281250 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -210808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210808.281250 Penalty: 3731.378906
	Iteration 18F: 3 clusters Score -210808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Entering Unmasked Estep 
Score: -4785673.000000 Penalty: 2630.905273
	Iteration 0F: 2 clusters Score -4785673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4758285.500000 Penalty: 5261.810547
	Iteration 0F: 3 clusters Score -4758286 nChanged 18442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4768331.500000 Penalty: 5261.810547
	Iteration 1F: 3 clusters Score -4768332 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4768839.000000 Penalty: 5261.810547
	Iteration 2Q: 3 clusters Score -4768839 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4769339.000000 Penalty: 5261.810547
	Iteration 3Q: 3 clusters Score -4769339 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4769759.500000 Penalty: 5261.810547
	Iteration 4Q: 3 clusters Score -4769760 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4770219.500000 Penalty: 5261.810547
	Iteration 5Q: 3 clusters Score -4770220 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4770695.000000 Penalty: 5261.810547
	Iteration 6Q: 3 clusters Score -4770695 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4771283.000000 Penalty: 5261.810547
	Iteration 7Q: 3 clusters Score -4771283 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4771942.500000 Penalty: 5261.810547
	Iteration 8Q: 3 clusters Score -4771942 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -4772853.000000 Penalty: 5261.810547
	Iteration 9Q: 3 clusters Score -4772853 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4774150.000000 Penalty: 5261.810547
	Iteration 10F: 3 clusters Score -4774150 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4775840.500000 Penalty: 5261.810547
	Iteration 11F: 3 clusters Score -4775840 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4777766.500000 Penalty: 5261.810547
	Iteration 12F: 3 clusters Score -4777766 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4779705.500000 Penalty: 5261.810547
	Iteration 13F: 3 clusters Score -4779706 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4781290.000000 Penalty: 5261.810547
	Iteration 14Q: 3 clusters Score -4781290 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4782235.500000 Penalty: 5261.810547
	Iteration 15Q: 3 clusters Score -4782236 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4782747.000000 Penalty: 5261.810547
	Iteration 16Q: 3 clusters Score -4782747 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4783018.500000 Penalty: 5261.810547
	Iteration 17Q: 3 clusters Score -4783018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4783207.000000 Penalty: 5261.810547
	Iteration 18Q: 3 clusters Score -4783207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4783278.000000 Penalty: 5261.810547
	Iteration 19Q: 3 clusters Score -4783278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -4783315.500000 Penalty: 5261.810547
	Iteration 20F: 3 clusters Score -4783316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4783343.000000 Penalty: 5261.810547
	Iteration 21Q: 3 clusters Score -4783343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4783358.500000 Penalty: 5261.810547
	Iteration 22Q: 3 clusters Score -4783358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4783374.500000 Penalty: 5261.810547
	Iteration 23Q: 3 clusters Score -4783374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4783385.500000 Penalty: 5261.810547
	Iteration 24Q: 3 clusters Score -4783386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4783398.500000 Penalty: 5261.810547
	Iteration 25Q: 3 clusters Score -4783398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4783406.500000 Penalty: 5261.810547
	Iteration 26Q: 3 clusters Score -4783406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4783407.500000 Penalty: 5261.810547
	Iteration 27Q: 3 clusters Score -4783408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4783410.500000 Penalty: 5261.810547
	Iteration 28Q: 3 clusters Score -4783410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4783413.000000 Penalty: 5261.810547
	Iteration 29Q: 3 clusters Score -4783413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4783413.000000 Penalty: 5261.810547
	Iteration 30Q: 3 clusters Score -4783413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4783413.500000 Penalty: 5261.810547
	Iteration 31Q: 3 clusters Score -4783414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4783413.500000 Penalty: 5261.810547
	Iteration 32F: 3 clusters Score -4783414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -137273.656250 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -137273.7 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 632 members 
Entering Unmasked Estep 
Score: -135228.031250 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -135228 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135605.953125 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -135606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135742.359375 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -135742.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -135818.359375 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -135818.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135884.796875 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -135884.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -135944.609375 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -135944.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -136007.734375 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -136007.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -136064.906250 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -136064.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -136157.562500 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -136157.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -136244.171875 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -136244.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136286.484375 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -136286.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136316.234375 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -136316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -136342.171875 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -136342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -136359.578125 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -136359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -136372.937500 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -136372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -136391.656250 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -136391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -136402.796875 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -136402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136409.781250 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -136409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136411.203125 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -136411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136413.921875 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -136413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -136414.562500 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -136414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2243587.500000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -2243588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2229922.500000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -2229922 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2234607.750000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -2234608 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2235049.250000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -2235049 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2235462.500000 Penalty: 4894.946777
	Iteration 3Q: 3 clusters Score -2235462 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2235904.250000 Penalty: 4894.946777
	Iteration 4Q: 3 clusters Score -2235904 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2236438.750000 Penalty: 4894.946777
	Iteration 5Q: 3 clusters Score -2236439 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2237134.500000 Penalty: 4894.946777
	Iteration 6F: 3 clusters Score -2237134 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2238004.250000 Penalty: 4894.946777
	Iteration 7F: 3 clusters Score -2238004 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2238989.000000 Penalty: 4894.946777
	Iteration 8F: 3 clusters Score -2238989 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2239837.750000 Penalty: 4894.946777
	Iteration 9F: 3 clusters Score -2239838 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2240455.000000 Penalty: 4894.946777
	Iteration 10Q: 3 clusters Score -2240455 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2240862.750000 Penalty: 4894.946777
	Iteration 11Q: 3 clusters Score -2240863 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2241123.500000 Penalty: 4894.946777
	Iteration 12Q: 3 clusters Score -2241124 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2241255.250000 Penalty: 4894.946777
	Iteration 13Q: 3 clusters Score -2241255 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2241356.250000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -2241356 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2241431.000000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -2241431 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2241488.500000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -2241488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2241530.500000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -2241530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2241575.500000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -2241576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2241600.000000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -2241600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2241621.000000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -2241621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2241629.750000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -2241630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2241641.250000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -2241641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2241647.250000 Penalty: 4894.946777
	Iteration 23Q: 3 clusters Score -2241647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2241651.500000 Penalty: 4894.946777
	Iteration 24Q: 3 clusters Score -2241652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2241659.000000 Penalty: 4894.946777
	Iteration 25Q: 3 clusters Score -2241659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2241670.500000 Penalty: 4894.946777
	Iteration 26Q: 3 clusters Score -2241670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2241673.250000 Penalty: 4894.946777
	Iteration 27Q: 3 clusters Score -2241673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2241685.000000 Penalty: 4894.946777
	Iteration 28Q: 3 clusters Score -2241685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2241685.500000 Penalty: 4894.946777
	Iteration 29Q: 3 clusters Score -2241686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2241688.250000 Penalty: 4894.946777
	Iteration 30Q: 3 clusters Score -2241688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2241692.750000 Penalty: 4894.946777
	Iteration 31Q: 3 clusters Score -2241693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2241691.000000 Penalty: 4894.946777
	Iteration 32Q: 3 clusters Score -2241691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2241694.250000 Penalty: 4894.946777
	Iteration 33Q: 3 clusters Score -2241694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2241702.250000 Penalty: 4894.946777
	Iteration 34Q: 3 clusters Score -2241702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2241701.000000 Penalty: 4894.946777
	Iteration 35Q: 3 clusters Score -2241701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2241702.500000 Penalty: 4894.946777
	Iteration 36Q: 3 clusters Score -2241702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2241700.000000 Penalty: 4894.946777
	Iteration 37Q: 3 clusters Score -2241700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2241700.000000 Penalty: 4894.946777
	Iteration 38F: 3 clusters Score -2241700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -97746.398438 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -97746.4 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 391 members 
Entering Unmasked Estep 
Score: -95921.679688 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -95921.68 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96141.226562 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -96141.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96198.171875 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -96198.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96227.414062 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -96227.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96253.398438 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -96253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96266.437500 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -96266.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96274.664062 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -96274.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96277.320312 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -96277.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96279.039062 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -96279.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96279.039062 Penalty: 3351.438477
	Iteration 9F: 3 clusters Score -96279.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Entering Unmasked Estep 
Score: -1404988.125000 Penalty: 2345.753662
	Iteration 0F: 2 clusters Score -1404988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1395512.125000 Penalty: 4691.507324
	Iteration 0F: 3 clusters Score -1395512 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1398446.250000 Penalty: 4691.507324
	Iteration 1F: 3 clusters Score -1398446 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1398818.125000 Penalty: 4691.507324
	Iteration 2F: 3 clusters Score -1398818 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1399169.625000 Penalty: 4691.507324
	Iteration 3F: 3 clusters Score -1399170 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1399534.750000 Penalty: 4691.507324
	Iteration 4F: 3 clusters Score -1399535 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1399946.375000 Penalty: 4691.507324
	Iteration 5F: 3 clusters Score -1399946 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1400481.375000 Penalty: 4691.507324
	Iteration 6F: 3 clusters Score -1400481 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1401044.375000 Penalty: 4691.507324
	Iteration 7F: 3 clusters Score -1401044 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1401634.625000 Penalty: 4691.507324
	Iteration 8Q: 3 clusters Score -1401635 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1402165.750000 Penalty: 4691.507324
	Iteration 9Q: 3 clusters Score -1402166 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1402588.500000 Penalty: 4691.507324
	Iteration 10Q: 3 clusters Score -1402588 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1402869.750000 Penalty: 4691.507324
	Iteration 11Q: 3 clusters Score -1402870 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1403095.500000 Penalty: 4691.507324
	Iteration 12Q: 3 clusters Score -1403096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1403229.875000 Penalty: 4691.507324
	Iteration 13Q: 3 clusters Score -1403230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1403293.250000 Penalty: 4691.507324
	Iteration 14Q: 3 clusters Score -1403293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1403348.250000 Penalty: 4691.507324
	Iteration 15Q: 3 clusters Score -1403348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1403377.875000 Penalty: 4691.507324
	Iteration 16Q: 3 clusters Score -1403378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1403405.000000 Penalty: 4691.507324
	Iteration 17Q: 3 clusters Score -1403405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1403426.250000 Penalty: 4691.507324
	Iteration 18Q: 3 clusters Score -1403426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1403456.000000 Penalty: 4691.507324
	Iteration 19Q: 3 clusters Score -1403456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1403489.625000 Penalty: 4691.507324
	Iteration 20F: 3 clusters Score -1403490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1403516.625000 Penalty: 4691.507324
	Iteration 21Q: 3 clusters Score -1403517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1403536.625000 Penalty: 4691.507324
	Iteration 22Q: 3 clusters Score -1403537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1403558.625000 Penalty: 4691.507324
	Iteration 23Q: 3 clusters Score -1403559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1403576.250000 Penalty: 4691.507324
	Iteration 24Q: 3 clusters Score -1403576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1403588.750000 Penalty: 4691.507324
	Iteration 25Q: 3 clusters Score -1403589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1403594.750000 Penalty: 4691.507324
	Iteration 26Q: 3 clusters Score -1403595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1403599.625000 Penalty: 4691.507324
	Iteration 27Q: 3 clusters Score -1403600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1403603.375000 Penalty: 4691.507324
	Iteration 28Q: 3 clusters Score -1403603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1403606.500000 Penalty: 4691.507324
	Iteration 29Q: 3 clusters Score -1403606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1403610.125000 Penalty: 4691.507324
	Iteration 30Q: 3 clusters Score -1403610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1403614.875000 Penalty: 4691.507324
	Iteration 31Q: 3 clusters Score -1403615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1403615.750000 Penalty: 4691.507324
	Iteration 32Q: 3 clusters Score -1403616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1403619.500000 Penalty: 4691.507324
	Iteration 33Q: 3 clusters Score -1403620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1403620.375000 Penalty: 4691.507324
	Iteration 34Q: 3 clusters Score -1403620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1403620.375000 Penalty: 4691.507324
	Iteration 35F: 3 clusters Score -1403620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45890.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45890.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44373.433594 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44373.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44531.414062 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44531.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44648.281250 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -44648.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44765.558594 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44765.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44902.496094 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44969.878906 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44969.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45014.941406 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -45014.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45128.406250 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -45128.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45345.347656 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -45345.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45412.851562 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -45412.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45464.132812 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -45464.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45504.113281 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -45504.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45524.566406 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -45524.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45545.898438 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -45545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45567.824219 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -45567.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45591.527344 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -45591.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45613.875000 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -45613.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45643.144531 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -45643.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45662.976562 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -45662.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45682.253906 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -45682.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45692.433594 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -45692.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45702.750000 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -45702.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45709.832031 Penalty: 3035.667480
	Iteration 22Q: 3 clusters Score -45709.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45719.792969 Penalty: 3035.667480
	Iteration 23Q: 3 clusters Score -45719.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45731.441406 Penalty: 3035.667480
	Iteration 24Q: 3 clusters Score -45731.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45735.363281 Penalty: 3035.667480
	Iteration 25Q: 3 clusters Score -45735.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45735.363281 Penalty: 3035.667480
	Iteration 26F: 3 clusters Score -45735.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45507.015625 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45507.02 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 235 members 
Entering Unmasked Estep 
Score: -44103.859375 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -44103.86 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44328.167969 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44328.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44454.003906 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -44454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44689.058594 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -44689.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44829.105469 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44829.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44900.554688 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44900.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44954.261719 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44954.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -44986.937500 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44986.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45000.535156 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45000.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45027.234375 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45027.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45042.578125 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -45042.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45046.828125 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -45046.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45046.828125 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -45046.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -84788.953125 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -84788.95 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 369 members 
Entering Unmasked Estep 
Score: -83014.460938 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -83014.46 nChanged 181
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: -83259.171875 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -83259.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83322.648438 Penalty: 3303.009766
	Iteration 2Q: 3 clusters Score -83322.65 nChanged 21
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: -83348.773438 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -83348.77 nChanged 10
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: -83359.054688 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -83359.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83365.070312 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -83365.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83368.382812 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -83368.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83370.171875 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -83370.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83370.171875 Penalty: 3303.009766
	Iteration 8F: 3 clusters Score -83370.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51936.675781 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50369.898438 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50369.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50539.859375 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50539.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50641.085938 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -50641.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50703.152344 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50703.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50759.445312 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50759.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50805.617188 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -50805.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50852.894531 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -50852.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50936.339844 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -50936.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51100.035156 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51100.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51347.304688 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51347.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51408.804688 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51408.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51459.503906 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51502.324219 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -51502.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51545.554688 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -51545.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51660.058594 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -51660.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51712.750000 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -51712.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51718.304688 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -51718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51721.640625 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -51721.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51725.246094 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -51725.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51725.246094 Penalty: 3110.410156
	Iteration 19F: 3 clusters Score -51725.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -89575.421875 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -89575.42 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 439 members 
Entering Unmasked Estep 
Score: -87901.632812 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -87901.63 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88312.679688 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -88312.68 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88483.140625 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -88483.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88658.968750 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -88658.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88779.218750 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -88779.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88892.070312 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -88892.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89021.109375 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -89021.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89084.117188 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -89084.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89121.968750 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -89121.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89143.531250 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -89143.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89149.015625 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -89149.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89150.710938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -89150.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89156.632812 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -89156.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89161.335938 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -89161.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89162.718750 Penalty: 3378.377197
	Iteration 14F: 3 clusters Score -89162.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89184.523438 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -89184.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89188.156250 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -89188.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -89193.398438 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -89193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89195.210938 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -89195.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89202.312500 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -89202.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89207.484375 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -89207.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89211.195312 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -89211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89212.804688 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -89212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89215.117188 Penalty: 3378.377197
	Iteration 23Q: 3 clusters Score -89215.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89217.070312 Penalty: 3378.377197
	Iteration 24Q: 3 clusters Score -89217.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89220.500000 Penalty: 3378.377197
	Iteration 25Q: 3 clusters Score -89220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89221.859375 Penalty: 3378.377197
	Iteration 26Q: 3 clusters Score -89221.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89223.640625 Penalty: 3378.377197
	Iteration 27Q: 3 clusters Score -89223.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89228.914062 Penalty: 3378.377197
	Iteration 28Q: 3 clusters Score -89228.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89238.671875 Penalty: 3378.377197
	Iteration 29Q: 3 clusters Score -89238.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89254.367188 Penalty: 3378.377197
	Iteration 30Q: 3 clusters Score -89254.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -89264.875000 Penalty: 3378.377197
	Iteration 31Q: 3 clusters Score -89264.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89274.500000 Penalty: 3378.377197
	Iteration 32Q: 3 clusters Score -89274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89286.828125 Penalty: 3378.377197
	Iteration 33Q: 3 clusters Score -89286.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89296.843750 Penalty: 3378.377197
	Iteration 34Q: 3 clusters Score -89296.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89307.750000 Penalty: 3378.377197
	Iteration 35Q: 3 clusters Score -89307.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89335.460938 Penalty: 3378.377197
	Iteration 36Q: 3 clusters Score -89335.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89355.375000 Penalty: 3378.377197
	Iteration 37Q: 3 clusters Score -89355.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89373.812500 Penalty: 3378.377197
	Iteration 38Q: 3 clusters Score -89373.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89386.195312 Penalty: 3378.377197
	Iteration 39Q: 3 clusters Score -89386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89394.726562 Penalty: 3378.377197
	Iteration 40F: 3 clusters Score -89394.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89398.617188 Penalty: 3378.377197
	Iteration 41Q: 3 clusters Score -89398.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89403.429688 Penalty: 3378.377197
	Iteration 42Q: 3 clusters Score -89403.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89406.703125 Penalty: 3378.377197
	Iteration 43Q: 3 clusters Score -89406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89411.390625 Penalty: 3378.377197
	Iteration 44Q: 3 clusters Score -89411.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89416.179688 Penalty: 3378.377197
	Iteration 45Q: 3 clusters Score -89416.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89421.539062 Penalty: 3378.377197
	Iteration 46Q: 3 clusters Score -89421.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89423.710938 Penalty: 3378.377197
	Iteration 47Q: 3 clusters Score -89423.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89429.046875 Penalty: 3378.377197
	Iteration 48Q: 3 clusters Score -89429.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89431.789062 Penalty: 3378.377197
	Iteration 49Q: 3 clusters Score -89431.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89434.250000 Penalty: 3378.377197
	Iteration 50Q: 3 clusters Score -89434.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89434.250000 Penalty: 3378.377197
	Iteration 51F: 3 clusters Score -89434.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -136562.468750 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -136562.5 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 583 members 
Entering Unmasked Estep 
Score: -134492.281250 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -134492.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134929.078125 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -134929.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135032.812500 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -135032.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135078.718750 Penalty: 3523.247803
	Iteration 3Q: 3 clusters Score -135078.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135102.859375 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -135102.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135118.906250 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -135118.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135133.703125 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -135133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135149.781250 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -135149.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135165.640625 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -135165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135172.265625 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -135172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135175.015625 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -135175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135176.421875 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -135176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135180.234375 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -135180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135188.265625 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -135188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135192.031250 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -135192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135222.859375 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -135222.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135317.531250 Penalty: 3523.247803
	Iteration 16Q: 3 clusters Score -135317.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135369.875000 Penalty: 3523.247803
	Iteration 17Q: 3 clusters Score -135369.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135399.828125 Penalty: 3523.247803
	Iteration 18Q: 3 clusters Score -135399.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135419.562500 Penalty: 3523.247803
	Iteration 19Q: 3 clusters Score -135419.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -135438.109375 Penalty: 3523.247803
	Iteration 20F: 3 clusters Score -135438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135461.437500 Penalty: 3523.247803
	Iteration 21Q: 3 clusters Score -135461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -135464.640625 Penalty: 3523.247803
	Iteration 22Q: 3 clusters Score -135464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135465.609375 Penalty: 3523.247803
	Iteration 23Q: 3 clusters Score -135465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135466.812500 Penalty: 3523.247803
	Iteration 24Q: 3 clusters Score -135466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135470.312500 Penalty: 3523.247803
	Iteration 25Q: 3 clusters Score -135470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135472.890625 Penalty: 3523.247803
	Iteration 26Q: 3 clusters Score -135472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135476.218750 Penalty: 3523.247803
	Iteration 27Q: 3 clusters Score -135476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135476.421875 Penalty: 3523.247803
	Iteration 28Q: 3 clusters Score -135476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -135476.421875 Penalty: 3523.247803
	Iteration 29F: 3 clusters Score -135476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 216007 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58102 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76931 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211006 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196568 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165614 members 
Mstep: Class 16 contains 307383 members 
Mstep: Class 17 contains 77600 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29533 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40477 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19319 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990576.000000 Penalty: 109879.187500
Iteration 239Q: 32 clusters Score -1.839906e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215978 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58103 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76931 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211014 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196577 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165628 members 
Mstep: Class 16 contains 307369 members 
Mstep: Class 17 contains 77604 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 29535 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40481 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19319 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990544.000000 Penalty: 109879.187500
Iteration 240F: 32 clusters Score -1.839905e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215958 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58105 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76934 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211023 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196585 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165641 members 
Mstep: Class 16 contains 307353 members 
Mstep: Class 17 contains 77606 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 29533 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40486 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19318 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990464.000000 Penalty: 109879.187500
Iteration 241Q: 32 clusters Score -1.839905e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215930 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58108 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76932 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211028 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196596 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165650 members 
Mstep: Class 16 contains 307356 members 
Mstep: Class 17 contains 77612 members 
Mstep: Class 18 contains 21474 members 
Mstep: Class 19 contains 29530 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40487 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19318 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990496.000000 Penalty: 109879.187500
Iteration 242Q: 32 clusters Score -1.839905e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215900 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58112 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76931 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211031 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196597 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 307355 members 
Mstep: Class 17 contains 77621 members 
Mstep: Class 18 contains 21474 members 
Mstep: Class 19 contains 29532 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40487 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19318 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 109879.187500
Iteration 243Q: 32 clusters Score -1.839903e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215869 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58116 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76935 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211029 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196607 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165683 members 
Mstep: Class 16 contains 307347 members 
Mstep: Class 17 contains 77624 members 
Mstep: Class 18 contains 21473 members 
Mstep: Class 19 contains 29535 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40487 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19318 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990192.000000 Penalty: 109879.187500
Iteration 244Q: 32 clusters Score -1.839902e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215843 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58119 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76934 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211027 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196610 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165700 members 
Mstep: Class 16 contains 307346 members 
Mstep: Class 17 contains 77629 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 29537 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40486 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 245Q: 32 clusters Score -1.839903e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215814 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58120 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76932 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211030 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196619 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 165717 members 
Mstep: Class 16 contains 307341 members 
Mstep: Class 17 contains 77629 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40486 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990208.000000 Penalty: 109879.187500
Iteration 246Q: 32 clusters Score -1.839902e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215781 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58120 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76932 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211033 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196622 members 
Mstep: Class 12 contains 53503 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165728 members 
Mstep: Class 16 contains 307353 members 
Mstep: Class 17 contains 77627 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 29543 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40488 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 247Q: 32 clusters Score -1.839902e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215758 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58125 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76929 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211037 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196630 members 
Mstep: Class 12 contains 53504 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165743 members 
Mstep: Class 16 contains 307342 members 
Mstep: Class 17 contains 77632 members 
Mstep: Class 18 contains 21476 members 
Mstep: Class 19 contains 29543 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40487 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990304.000000 Penalty: 109879.187500
Iteration 248Q: 32 clusters Score -1.839903e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215737 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58131 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 76927 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211040 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196640 members 
Mstep: Class 12 contains 53504 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165754 members 
Mstep: Class 16 contains 307332 members 
Mstep: Class 17 contains 77636 members 
Mstep: Class 18 contains 21476 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40486 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 249Q: 32 clusters Score -1.839902e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215732 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58133 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76923 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211038 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196650 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165762 members 
Mstep: Class 16 contains 307327 members 
Mstep: Class 17 contains 77639 members 
Mstep: Class 18 contains 21472 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40483 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990192.000000 Penalty: 109879.187500
Iteration 250Q: 32 clusters Score -1.839902e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215719 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58136 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76926 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211033 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196653 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165771 members 
Mstep: Class 16 contains 307326 members 
Mstep: Class 17 contains 77643 members 
Mstep: Class 18 contains 21473 members 
Mstep: Class 19 contains 29539 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40479 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990240.000000 Penalty: 109879.187500
Iteration 251Q: 32 clusters Score -1.839902e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215712 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58138 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76925 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 211027 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196657 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165776 members 
Mstep: Class 16 contains 307328 members 
Mstep: Class 17 contains 77641 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 29539 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40479 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990176.000000 Penalty: 109879.187500
Iteration 252Q: 32 clusters Score -1.839902e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215697 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58138 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76923 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211028 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196670 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83687 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165776 members 
Mstep: Class 16 contains 307329 members 
Mstep: Class 17 contains 77643 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29540 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40477 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990304.000000 Penalty: 109879.187500
Iteration 253Q: 32 clusters Score -1.839903e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215690 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58139 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76920 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211032 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196673 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83687 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165778 members 
Mstep: Class 16 contains 307330 members 
Mstep: Class 17 contains 77643 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40476 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 109879.187500
Iteration 254Q: 32 clusters Score -1.839903e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215678 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58139 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76917 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211038 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196680 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 83687 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165783 members 
Mstep: Class 16 contains 307326 members 
Mstep: Class 17 contains 77642 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40476 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 109879.187500
Iteration 255Q: 32 clusters Score -1.839903e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215658 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58137 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76915 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211038 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196687 members 
Mstep: Class 12 contains 53509 members 
Mstep: Class 13 contains 83687 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165785 members 
Mstep: Class 16 contains 307338 members 
Mstep: Class 17 contains 77644 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40475 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 256Q: 32 clusters Score -1.839903e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215639 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58137 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76913 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211037 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196698 members 
Mstep: Class 12 contains 53511 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165792 members 
Mstep: Class 16 contains 307338 members 
Mstep: Class 17 contains 77648 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40469 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 109879.187500
Iteration 257Q: 32 clusters Score -1.839903e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58136 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76910 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211032 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196703 members 
Mstep: Class 12 contains 53511 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165804 members 
Mstep: Class 16 contains 307351 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40468 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 258Q: 32 clusters Score -1.839904e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215595 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58133 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76909 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211032 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196715 members 
Mstep: Class 12 contains 53510 members 
Mstep: Class 13 contains 83688 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165809 members 
Mstep: Class 16 contains 307363 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 29544 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40465 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 259Q: 32 clusters Score -1.839902e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215563 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58132 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76906 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211044 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196729 members 
Mstep: Class 12 contains 53507 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165809 members 
Mstep: Class 16 contains 307374 members 
Mstep: Class 17 contains 77657 members 
Mstep: Class 18 contains 21477 members 
Mstep: Class 19 contains 29545 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19314 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990208.000000 Penalty: 109879.187500
Iteration 260F: 32 clusters Score -1.839902e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215543 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58135 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76905 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211051 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196751 members 
Mstep: Class 12 contains 53504 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165813 members 
Mstep: Class 16 contains 307360 members 
Mstep: Class 17 contains 77657 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 29547 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19315 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 261Q: 32 clusters Score -1.839903e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215518 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58137 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76906 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211059 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196770 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165813 members 
Mstep: Class 16 contains 307358 members 
Mstep: Class 17 contains 77657 members 
Mstep: Class 18 contains 21478 members 
Mstep: Class 19 contains 29547 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40456 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19314 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 262Q: 32 clusters Score -1.839903e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58140 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76905 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211065 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196778 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165815 members 
Mstep: Class 16 contains 307358 members 
Mstep: Class 17 contains 77657 members 
Mstep: Class 18 contains 21479 members 
Mstep: Class 19 contains 29550 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40456 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19314 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990096.000000 Penalty: 109879.187500
Iteration 263Q: 32 clusters Score -1.839901e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215478 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58142 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76905 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211071 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196786 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165811 members 
Mstep: Class 16 contains 307359 members 
Mstep: Class 17 contains 77657 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 29555 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40456 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19314 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 264Q: 32 clusters Score -1.839902e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215460 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58143 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76908 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211079 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196795 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165816 members 
Mstep: Class 16 contains 307351 members 
Mstep: Class 17 contains 77658 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40455 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19313 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 265Q: 32 clusters Score -1.839904e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215440 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58146 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76910 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211089 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196811 members 
Mstep: Class 12 contains 53498 members 
Mstep: Class 13 contains 83690 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165811 members 
Mstep: Class 16 contains 307347 members 
Mstep: Class 17 contains 77658 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40456 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19313 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 266Q: 32 clusters Score -1.839903e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215417 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58146 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76911 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211094 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196826 members 
Mstep: Class 12 contains 53498 members 
Mstep: Class 13 contains 83690 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165811 members 
Mstep: Class 16 contains 307347 members 
Mstep: Class 17 contains 77658 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40455 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19313 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 267Q: 32 clusters Score -1.839903e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215396 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58145 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76910 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211103 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196835 members 
Mstep: Class 12 contains 53498 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165811 members 
Mstep: Class 16 contains 307352 members 
Mstep: Class 17 contains 77658 members 
Mstep: Class 18 contains 21481 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19313 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 268Q: 32 clusters Score -1.839902e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215379 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58143 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76907 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211104 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196838 members 
Mstep: Class 12 contains 53498 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165810 members 
Mstep: Class 16 contains 307368 members 
Mstep: Class 17 contains 77662 members 
Mstep: Class 18 contains 21482 members 
Mstep: Class 19 contains 29556 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19313 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 269Q: 32 clusters Score -1.839903e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215365 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58144 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76910 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211107 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196845 members 
Mstep: Class 12 contains 53499 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165808 members 
Mstep: Class 16 contains 307365 members 
Mstep: Class 17 contains 77666 members 
Mstep: Class 18 contains 21482 members 
Mstep: Class 19 contains 29556 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19314 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 270Q: 32 clusters Score -1.839904e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215357 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58143 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76909 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211111 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196845 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83689 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165810 members 
Mstep: Class 16 contains 307364 members 
Mstep: Class 17 contains 77665 members 
Mstep: Class 18 contains 21483 members 
Mstep: Class 19 contains 29557 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990400.000000 Penalty: 109879.187500
Iteration 271Q: 32 clusters Score -1.839904e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215349 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58144 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76908 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211110 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196854 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83690 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165812 members 
Mstep: Class 16 contains 307365 members 
Mstep: Class 17 contains 77664 members 
Mstep: Class 18 contains 21485 members 
Mstep: Class 19 contains 29557 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40454 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990256.000000 Penalty: 109879.187500
Iteration 272Q: 32 clusters Score -1.839903e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215335 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58145 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76907 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211108 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196854 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83690 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165818 members 
Mstep: Class 16 contains 307378 members 
Mstep: Class 17 contains 77662 members 
Mstep: Class 18 contains 21486 members 
Mstep: Class 19 contains 29559 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 273Q: 32 clusters Score -1.839904e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215337 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58145 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76905 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211107 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196859 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83690 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165822 members 
Mstep: Class 16 contains 307368 members 
Mstep: Class 17 contains 77662 members 
Mstep: Class 18 contains 21486 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 109879.187500
Iteration 274Q: 32 clusters Score -1.839904e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215335 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58148 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76904 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211107 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196863 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 307361 members 
Mstep: Class 17 contains 77662 members 
Mstep: Class 18 contains 21487 members 
Mstep: Class 19 contains 29561 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40449 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990304.000000 Penalty: 109879.187500
Iteration 275Q: 32 clusters Score -1.839903e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215325 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 58148 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76903 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211108 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196873 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 307362 members 
Mstep: Class 17 contains 77662 members 
Mstep: Class 18 contains 21487 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40448 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 276Q: 32 clusters Score -1.839904e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215316 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58148 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76904 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211110 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196888 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165822 members 
Mstep: Class 16 contains 307356 members 
Mstep: Class 17 contains 77661 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 277Q: 32 clusters Score -1.839904e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215309 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58149 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76902 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211110 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196898 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83691 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165823 members 
Mstep: Class 16 contains 307356 members 
Mstep: Class 17 contains 77657 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29561 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 278Q: 32 clusters Score -1.839904e+08 nChanged 41
Entering ConstructFrom: 
Score: -183990352.000000 Penalty: 109879.187500
Entering ConstructFrom: 
Trying to split cluster 1 (215305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215305 members 
Entering Unmasked Estep 
Score: -25184906.000000 Penalty: 3045.393066
	Iteration 0F: 2 clusters Score -2.518491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -25041064.000000 Penalty: 6090.786133
	Iteration 0F: 3 clusters Score -2.504106e+07 nChanged 103676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -25102504.000000 Penalty: 6090.786133
	Iteration 1F: 3 clusters Score -2.51025e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -25103908.000000 Penalty: 6090.786133
	Iteration 2Q: 3 clusters Score -2.510391e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95288 members 
Mstep: Class 2 contains 120017 members 
Entering Unmasked Estep 
Score: -25105702.000000 Penalty: 6090.786133
	Iteration 3Q: 3 clusters Score -2.51057e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -25109170.000000 Penalty: 6090.786133
	Iteration 4Q: 3 clusters Score -2.510917e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 138598 members 
Entering Unmasked Estep 
Score: -25115352.000000 Penalty: 6090.786133
	Iteration 5F: 3 clusters Score -2.511535e+07 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 153825 members 
Entering Unmasked Estep 
Score: -25126462.000000 Penalty: 6090.786133
	Iteration 6F: 3 clusters Score -2.512646e+07 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -25142778.000000 Penalty: 6090.786133
	Iteration 7F: 3 clusters Score -2.514278e+07 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 190288 members 
Entering Unmasked Estep 
Score: -25159568.000000 Penalty: 6090.786133
	Iteration 8F: 3 clusters Score -2.515957e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 202936 members 
Entering Unmasked Estep 
Score: -25171298.000000 Penalty: 6090.786133
	Iteration 9F: 3 clusters Score -2.51713e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 209537 members 
Entering Unmasked Estep 
Score: -25177424.000000 Penalty: 6090.786133
	Iteration 10Q: 3 clusters Score -2.517742e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 212478 members 
Entering Unmasked Estep 
Score: -25180076.000000 Penalty: 6090.786133
	Iteration 11Q: 3 clusters Score -2.518008e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 213672 members 
Entering Unmasked Estep 
Score: -25181096.000000 Penalty: 6090.786133
	Iteration 12Q: 3 clusters Score -2.51811e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 214192 members 
Entering Unmasked Estep 
Score: -25181628.000000 Penalty: 6090.786133
	Iteration 13Q: 3 clusters Score -2.518163e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 214423 members 
Entering Unmasked Estep 
Score: -25181842.000000 Penalty: 6090.786133
	Iteration 14Q: 3 clusters Score -2.518184e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 214542 members 
Entering Unmasked Estep 
Score: -25181980.000000 Penalty: 6090.786133
	Iteration 15Q: 3 clusters Score -2.518198e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 214626 members 
Entering Unmasked Estep 
Score: -25182054.000000 Penalty: 6090.786133
	Iteration 16Q: 3 clusters Score -2.518205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 214678 members 
Entering Unmasked Estep 
Score: -25182130.000000 Penalty: 6090.786133
	Iteration 17Q: 3 clusters Score -2.518213e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 214717 members 
Entering Unmasked Estep 
Score: -25182184.000000 Penalty: 6090.786133
	Iteration 18Q: 3 clusters Score -2.518218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 214745 members 
Entering Unmasked Estep 
Score: -25182210.000000 Penalty: 6090.786133
	Iteration 19Q: 3 clusters Score -2.518221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 214771 members 
Entering Unmasked Estep 
Score: -25182224.000000 Penalty: 6090.786133
	Iteration 20F: 3 clusters Score -2.518222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 214781 members 
Entering Unmasked Estep 
Score: -25182228.000000 Penalty: 6090.786133
	Iteration 21Q: 3 clusters Score -2.518223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 214789 members 
Entering Unmasked Estep 
Score: -25182232.000000 Penalty: 6090.786133
	Iteration 22Q: 3 clusters Score -2.518223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 214794 members 
Entering Unmasked Estep 
Score: -25182232.000000 Penalty: 6090.786133
	Iteration 23Q: 3 clusters Score -2.518223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 214798 members 
Entering Unmasked Estep 
Score: -25182234.000000 Penalty: 6090.786133
	Iteration 24Q: 3 clusters Score -2.518223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 214797 members 
Entering Unmasked Estep 
Score: -25182230.000000 Penalty: 6090.786133
	Iteration 25Q: 3 clusters Score -2.518223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 214798 members 
Entering Unmasked Estep 
Score: -25182236.000000 Penalty: 6090.786133
	Iteration 26Q: 3 clusters Score -2.518224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 214798 members 
Entering Unmasked Estep 
Score: -25182236.000000 Penalty: 6090.786133
	Iteration 27F: 3 clusters Score -2.518224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -457023.000000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -457023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -452990.187500 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -452990.2 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -453984.343750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -453984.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -454290.906250 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -454290.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -454576.187500 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -454576.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454893.843750 Penalty: 4137.575684
	Iteration 4F: 3 clusters Score -454893.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -455188.718750 Penalty: 4137.575684
	Iteration 5F: 3 clusters Score -455188.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -455432.937500 Penalty: 4137.575684
	Iteration 6F: 3 clusters Score -455432.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -455659.375000 Penalty: 4137.575684
	Iteration 7F: 3 clusters Score -455659.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -455839.968750 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -455840 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -455967.718750 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -455967.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -456049.000000 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -456049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -456102.593750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -456102.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -456147.468750 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -456147.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -456183.843750 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -456183.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -456209.875000 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -456209.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -456228.093750 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -456228.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -456242.500000 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -456242.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -456256.093750 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -456256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -456267.718750 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -456267.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -456276.312500 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -456276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -456285.093750 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -456285.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -456290.562500 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -456290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -456294.718750 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -456294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -456298.937500 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -456298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -456307.562500 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -456307.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -456311.250000 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -456311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -456313.937500 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -456313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -456319.718750 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -456319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -456321.656250 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -456321.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -456323.343750 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -456323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -456327.781250 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -456327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -456329.718750 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -456329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -456332.718750 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -456332.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -456335.875000 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -456335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -456341.187500 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -456341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -456344.250000 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -456344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -456347.125000 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -456347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -456351.875000 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -456351.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -456355.906250 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -456355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -456359.000000 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -456359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -456360.718750 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -456360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -456364.093750 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -456364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -456367.812500 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -456367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -456369.531250 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -456369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -456369.531250 Penalty: 4137.575684
	Iteration 44F: 3 clusters Score -456369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -857771.750000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -857771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -851539.562500 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -851539.6 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -853469.687500 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -853469.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -854296.062500 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -854296.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -855031.375000 Penalty: 4441.261719
	Iteration 3F: 3 clusters Score -855031.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -855590.500000 Penalty: 4441.261719
	Iteration 4F: 3 clusters Score -855590.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -856012.187500 Penalty: 4441.261719
	Iteration 5F: 3 clusters Score -856012.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -856272.687500 Penalty: 4441.261719
	Iteration 6Q: 3 clusters Score -856272.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -856416.312500 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -856416.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -856517.250000 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -856517.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -856573.625000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -856573.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -856603.187500 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -856603.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -856622.625000 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -856622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -856635.000000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -856635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -856642.562500 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -856642.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -856652.312500 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -856652.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -856659.000000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -856659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -856671.562500 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -856671.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -856683.250000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -856683.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -856689.125000 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -856689.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -856695.312500 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -856695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -856698.250000 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -856698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -856698.312500 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -856698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -856701.062500 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -856701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -856702.687500 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -856702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -856703.937500 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -856703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -856704.312500 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -856704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -856704.937500 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -856704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -856705.437500 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -856705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -856706.000000 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -856706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -856705.500000 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -856705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -856707.125000 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -856707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -856710.125000 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -856710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -856710.875000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -856710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -856711.312500 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -856711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -856711.312500 Penalty: 4441.261719
	Iteration 34F: 3 clusters Score -856711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Entering Unmasked Estep 
Score: -6901589.000000 Penalty: 2720.753662
	Iteration 0F: 2 clusters Score -6901589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6862876.500000 Penalty: 5441.507324
	Iteration 0F: 3 clusters Score -6862876 nChanged 26959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6877489.000000 Penalty: 5441.507324
	Iteration 1F: 3 clusters Score -6877489 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6878038.500000 Penalty: 5441.507324
	Iteration 2Q: 3 clusters Score -6878038 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -6878574.000000 Penalty: 5441.507324
	Iteration 3Q: 3 clusters Score -6878574 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6879312.000000 Penalty: 5441.507324
	Iteration 4Q: 3 clusters Score -6879312 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -6880344.500000 Penalty: 5441.507324
	Iteration 5Q: 3 clusters Score -6880344 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -6881952.500000 Penalty: 5441.507324
	Iteration 6F: 3 clusters Score -6881952 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -6884655.500000 Penalty: 5441.507324
	Iteration 7F: 3 clusters Score -6884656 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6888629.500000 Penalty: 5441.507324
	Iteration 8F: 3 clusters Score -6888630 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6892810.000000 Penalty: 5441.507324
	Iteration 9F: 3 clusters Score -6892810 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6896095.500000 Penalty: 5441.507324
	Iteration 10F: 3 clusters Score -6896096 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -6898095.000000 Penalty: 5441.507324
	Iteration 11Q: 3 clusters Score -6898095 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -6899129.500000 Penalty: 5441.507324
	Iteration 12Q: 3 clusters Score -6899130 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -6899702.500000 Penalty: 5441.507324
	Iteration 13Q: 3 clusters Score -6899702 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -6899939.500000 Penalty: 5441.507324
	Iteration 14Q: 3 clusters Score -6899940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -6900043.500000 Penalty: 5441.507324
	Iteration 15Q: 3 clusters Score -6900044 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -6900102.000000 Penalty: 5441.507324
	Iteration 16Q: 3 clusters Score -6900102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -6900121.000000 Penalty: 5441.507324
	Iteration 17Q: 3 clusters Score -6900121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -6900145.500000 Penalty: 5441.507324
	Iteration 18Q: 3 clusters Score -6900146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -6900161.500000 Penalty: 5441.507324
	Iteration 19Q: 3 clusters Score -6900162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -6900166.500000 Penalty: 5441.507324
	Iteration 20F: 3 clusters Score -6900166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -6900181.500000 Penalty: 5441.507324
	Iteration 21Q: 3 clusters Score -6900182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -6900182.000000 Penalty: 5441.507324
	Iteration 22Q: 3 clusters Score -6900182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -6900186.000000 Penalty: 5441.507324
	Iteration 23Q: 3 clusters Score -6900186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -6900179.000000 Penalty: 5441.507324
	Iteration 24Q: 3 clusters Score -6900179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -6900182.000000 Penalty: 5441.507324
	Iteration 25Q: 3 clusters Score -6900182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -6900182.500000 Penalty: 5441.507324
	Iteration 26Q: 3 clusters Score -6900182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -6900182.500000 Penalty: 5441.507324
	Iteration 27Q: 3 clusters Score -6900182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -6900186.500000 Penalty: 5441.507324
	Iteration 28Q: 3 clusters Score -6900186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -6900184.500000 Penalty: 5441.507324
	Iteration 29Q: 3 clusters Score -6900184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -6900187.000000 Penalty: 5441.507324
	Iteration 30Q: 3 clusters Score -6900187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6900185.500000 Penalty: 5441.507324
	Iteration 31Q: 3 clusters Score -6900186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -6900190.000000 Penalty: 5441.507324
	Iteration 32Q: 3 clusters Score -6900190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -6900188.000000 Penalty: 5441.507324
	Iteration 33Q: 3 clusters Score -6900188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -6900191.500000 Penalty: 5441.507324
	Iteration 34Q: 3 clusters Score -6900192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -6900193.000000 Penalty: 5441.507324
	Iteration 35Q: 3 clusters Score -6900193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -6900182.500000 Penalty: 5441.507324
	Iteration 36Q: 3 clusters Score -6900182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -6900186.000000 Penalty: 5441.507324
	Iteration 37Q: 3 clusters Score -6900186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -6900181.500000 Penalty: 5441.507324
	Iteration 38Q: 3 clusters Score -6900182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -6900187.000000 Penalty: 5441.507324
	Iteration 39Q: 3 clusters Score -6900187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -6900187.000000 Penalty: 5441.507324
	Iteration 40F: 3 clusters Score -6900187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -434531.968750 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -434532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -430729.750000 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -430729.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -431877.906250 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -431877.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -432521.093750 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -432521.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -433102.875000 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -433102.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -433493.281250 Penalty: 4111.237793
	Iteration 4F: 3 clusters Score -433493.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -433744.875000 Penalty: 4111.237793
	Iteration 5F: 3 clusters Score -433744.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -433888.000000 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -433888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -433986.531250 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -433986.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -434047.593750 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -434047.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -434099.406250 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -434099.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -434192.218750 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -434192.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -434367.156250 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -434367.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -434473.437500 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -434473.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -434505.687500 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -434505.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -434531.031250 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -434531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -434542.468750 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -434542.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -434552.562500 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -434552.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -434561.500000 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -434561.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -434564.468750 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -434564.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -434569.218750 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -434569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -434571.375000 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -434571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -434574.156250 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -434574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -434575.843750 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -434575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -434575.968750 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -434576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -434576.812500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -434576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -434577.531250 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -434577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -434577.843750 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -434577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -434580.343750 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -434580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -434582.187500 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -434582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -434583.937500 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -434583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -434584.281250 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -434584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -434584.750000 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -434584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -434585.625000 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -434585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -434585.625000 Penalty: 4111.237793
	Iteration 33F: 3 clusters Score -434585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215305 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58150 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 76901 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211113 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196902 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83692 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 307354 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29561 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 2916 members 
Entering Unmasked Estep 
Score: -183988192.000000 Penalty: 113423.679688
Splitting cluster 5 changes total score from -183990352.000000 to -183988192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Entering Unmasked Estep 
Score: -8761329.000000 Penalty: 2790.067871
	Iteration 0F: 2 clusters Score -8761329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -8709869.000000 Penalty: 5580.135742
	Iteration 0F: 3 clusters Score -8709869 nChanged 36017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8730059.000000 Penalty: 5580.135742
	Iteration 1F: 3 clusters Score -8730059 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -8730513.000000 Penalty: 5580.135742
	Iteration 2Q: 3 clusters Score -8730513 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8730959.000000 Penalty: 5580.135742
	Iteration 3Q: 3 clusters Score -8730959 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -8731563.000000 Penalty: 5580.135742
	Iteration 4Q: 3 clusters Score -8731563 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8732317.000000 Penalty: 5580.135742
	Iteration 5Q: 3 clusters Score -8732317 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -8733503.000000 Penalty: 5580.135742
	Iteration 6Q: 3 clusters Score -8733503 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -8735642.000000 Penalty: 5580.135742
	Iteration 7F: 3 clusters Score -8735642 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -8739140.000000 Penalty: 5580.135742
	Iteration 8F: 3 clusters Score -8739140 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -8744283.000000 Penalty: 5580.135742
	Iteration 9F: 3 clusters Score -8744283 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -8749791.000000 Penalty: 5580.135742
	Iteration 10F: 3 clusters Score -8749791 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -8754346.000000 Penalty: 5580.135742
	Iteration 11F: 3 clusters Score -8754346 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -8757091.000000 Penalty: 5580.135742
	Iteration 12Q: 3 clusters Score -8757091 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -8758286.000000 Penalty: 5580.135742
	Iteration 13Q: 3 clusters Score -8758286 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -8758666.000000 Penalty: 5580.135742
	Iteration 14Q: 3 clusters Score -8758666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -8758805.000000 Penalty: 5580.135742
	Iteration 15Q: 3 clusters Score -8758805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -8758873.000000 Penalty: 5580.135742
	Iteration 16Q: 3 clusters Score -8758873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -8758920.000000 Penalty: 5580.135742
	Iteration 17Q: 3 clusters Score -8758920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -8758950.000000 Penalty: 5580.135742
	Iteration 18Q: 3 clusters Score -8758950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -8758951.000000 Penalty: 5580.135742
	Iteration 19Q: 3 clusters Score -8758951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -8758982.000000 Penalty: 5580.135742
	Iteration 20F: 3 clusters Score -8758982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -8758982.000000 Penalty: 5580.135742
	Iteration 21Q: 3 clusters Score -8758982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -8758990.000000 Penalty: 5580.135742
	Iteration 22Q: 3 clusters Score -8758990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -8758998.000000 Penalty: 5580.135742
	Iteration 23Q: 3 clusters Score -8758998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -8759005.000000 Penalty: 5580.135742
	Iteration 24Q: 3 clusters Score -8759005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -8759015.000000 Penalty: 5580.135742
	Iteration 25Q: 3 clusters Score -8759015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -8759015.000000 Penalty: 5580.135742
	Iteration 26Q: 3 clusters Score -8759015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -8759018.000000 Penalty: 5580.135742
	Iteration 27Q: 3 clusters Score -8759018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -8759025.000000 Penalty: 5580.135742
	Iteration 28Q: 3 clusters Score -8759025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -8759025.000000 Penalty: 5580.135742
	Iteration 29F: 3 clusters Score -8759025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -423524.125000 Penalty: 2042.303833
	Iteration 0F: 2 clusters Score -423524.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -419739.718750 Penalty: 4084.607666
	Iteration 0F: 3 clusters Score -419739.7 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -420543.125000 Penalty: 4084.607666
	Iteration 1F: 3 clusters Score -420543.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420704.875000 Penalty: 4084.607666
	Iteration 2F: 3 clusters Score -420704.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -420794.406250 Penalty: 4084.607666
	Iteration 3Q: 3 clusters Score -420794.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -420858.468750 Penalty: 4084.607666
	Iteration 4Q: 3 clusters Score -420858.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -420903.062500 Penalty: 4084.607666
	Iteration 5Q: 3 clusters Score -420903.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -420930.250000 Penalty: 4084.607666
	Iteration 6Q: 3 clusters Score -420930.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420954.781250 Penalty: 4084.607666
	Iteration 7Q: 3 clusters Score -420954.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -420971.843750 Penalty: 4084.607666
	Iteration 8Q: 3 clusters Score -420971.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -420982.656250 Penalty: 4084.607666
	Iteration 9Q: 3 clusters Score -420982.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -420995.687500 Penalty: 4084.607666
	Iteration 10Q: 3 clusters Score -420995.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -421013.406250 Penalty: 4084.607666
	Iteration 11Q: 3 clusters Score -421013.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -421027.875000 Penalty: 4084.607666
	Iteration 12Q: 3 clusters Score -421027.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -421040.625000 Penalty: 4084.607666
	Iteration 13Q: 3 clusters Score -421040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -421051.687500 Penalty: 4084.607666
	Iteration 14Q: 3 clusters Score -421051.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -421061.968750 Penalty: 4084.607666
	Iteration 15Q: 3 clusters Score -421062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -421067.781250 Penalty: 4084.607666
	Iteration 16Q: 3 clusters Score -421067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -421069.593750 Penalty: 4084.607666
	Iteration 17Q: 3 clusters Score -421069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -421074.000000 Penalty: 4084.607666
	Iteration 18Q: 3 clusters Score -421074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -421077.500000 Penalty: 4084.607666
	Iteration 19Q: 3 clusters Score -421077.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -421080.187500 Penalty: 4084.607666
	Iteration 20F: 3 clusters Score -421080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -421083.875000 Penalty: 4084.607666
	Iteration 21Q: 3 clusters Score -421083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421086.000000 Penalty: 4084.607666
	Iteration 22Q: 3 clusters Score -421086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -421086.968750 Penalty: 4084.607666
	Iteration 23Q: 3 clusters Score -421087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -421089.437500 Penalty: 4084.607666
	Iteration 24Q: 3 clusters Score -421089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421090.406250 Penalty: 4084.607666
	Iteration 25Q: 3 clusters Score -421090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -421090.781250 Penalty: 4084.607666
	Iteration 26Q: 3 clusters Score -421090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421091.375000 Penalty: 4084.607666
	Iteration 27Q: 3 clusters Score -421091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -421092.406250 Penalty: 4084.607666
	Iteration 28Q: 3 clusters Score -421092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -421093.250000 Penalty: 4084.607666
	Iteration 29Q: 3 clusters Score -421093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421094.187500 Penalty: 4084.607666
	Iteration 30Q: 3 clusters Score -421094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -421094.718750 Penalty: 4084.607666
	Iteration 31Q: 3 clusters Score -421094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421094.750000 Penalty: 4084.607666
	Iteration 32Q: 3 clusters Score -421094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -421094.812500 Penalty: 4084.607666
	Iteration 33Q: 3 clusters Score -421094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -421094.812500 Penalty: 4084.607666
	Iteration 34F: 3 clusters Score -421094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -171558.593750 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -171558.6 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 770 members 
Entering Unmasked Estep 
Score: -169245.250000 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -169245.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -169730.828125 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -169730.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -169999.015625 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -169999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -170405.531250 Penalty: 3655.946533
	Iteration 3F: 3 clusters Score -170405.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -170945.171875 Penalty: 3655.946533
	Iteration 4F: 3 clusters Score -170945.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171513.109375 Penalty: 3655.946533
	Iteration 5F: 3 clusters Score -171513.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -172064.390625 Penalty: 3655.946533
	Iteration 6F: 3 clusters Score -172064.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -172350.812500 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -172350.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -172489.296875 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -172489.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -172532.734375 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -172532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -172546.609375 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -172546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172554.484375 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -172554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -172556.437500 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -172556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -172556.437500 Penalty: 3655.946533
	Iteration 13F: 3 clusters Score -172556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215305 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58150 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76901 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 211113 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196902 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83692 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 307354 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29561 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 1057 members 
Entering Unmasked Estep 
Score: -183989904.000000 Penalty: 113423.679688
Splitting cluster 8 changes total score from -183990352.000000 to -183989904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (211113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211113 members 
Entering Unmasked Estep 
Score: -24823428.000000 Penalty: 3040.516846
	Iteration 0F: 2 clusters Score -2.482343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -24685836.000000 Penalty: 6081.033691
	Iteration 0F: 3 clusters Score -2.468584e+07 nChanged 101568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109727 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -24744946.000000 Penalty: 6081.033691
	Iteration 1F: 3 clusters Score -2.474495e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -24746252.000000 Penalty: 6081.033691
	Iteration 2Q: 3 clusters Score -2.474625e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -24747388.000000 Penalty: 6081.033691
	Iteration 3Q: 3 clusters Score -2.474739e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -24749566.000000 Penalty: 6081.033691
	Iteration 4Q: 3 clusters Score -2.474957e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -24753540.000000 Penalty: 6081.033691
	Iteration 5Q: 3 clusters Score -2.475354e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140000 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -24760920.000000 Penalty: 6081.033691
	Iteration 6F: 3 clusters Score -2.476092e+07 nChanged 15504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -24772794.000000 Penalty: 6081.033691
	Iteration 7F: 3 clusters Score -2.477279e+07 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173333 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -24788236.000000 Penalty: 6081.033691
	Iteration 8F: 3 clusters Score -2.478824e+07 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189746 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -24802922.000000 Penalty: 6081.033691
	Iteration 9F: 3 clusters Score -2.480292e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -24813264.000000 Penalty: 6081.033691
	Iteration 10F: 3 clusters Score -2.481326e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207285 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -24817850.000000 Penalty: 6081.033691
	Iteration 11Q: 3 clusters Score -2.481785e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209589 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -24819576.000000 Penalty: 6081.033691
	Iteration 12Q: 3 clusters Score -2.481958e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210352 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24820292.000000 Penalty: 6081.033691
	Iteration 13Q: 3 clusters Score -2.482029e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210589 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -24820546.000000 Penalty: 6081.033691
	Iteration 14Q: 3 clusters Score -2.482055e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210670 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24820696.000000 Penalty: 6081.033691
	Iteration 15Q: 3 clusters Score -2.48207e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210711 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -24820758.000000 Penalty: 6081.033691
	Iteration 16Q: 3 clusters Score -2.482076e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210735 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -24820784.000000 Penalty: 6081.033691
	Iteration 17Q: 3 clusters Score -2.482078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210745 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24820804.000000 Penalty: 6081.033691
	Iteration 18Q: 3 clusters Score -2.48208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210755 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24820826.000000 Penalty: 6081.033691
	Iteration 19Q: 3 clusters Score -2.482083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210760 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24820814.000000 Penalty: 6081.033691
	Iteration 20F: 3 clusters Score -2.482081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210766 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24820820.000000 Penalty: 6081.033691
	Iteration 21Q: 3 clusters Score -2.482082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210769 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24820838.000000 Penalty: 6081.033691
	Iteration 22Q: 3 clusters Score -2.482084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210773 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24820848.000000 Penalty: 6081.033691
	Iteration 23Q: 3 clusters Score -2.482085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210779 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24820852.000000 Penalty: 6081.033691
	Iteration 24Q: 3 clusters Score -2.482085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210782 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24820856.000000 Penalty: 6081.033691
	Iteration 25Q: 3 clusters Score -2.482086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24820852.000000 Penalty: 6081.033691
	Iteration 26Q: 3 clusters Score -2.482085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210791 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24820862.000000 Penalty: 6081.033691
	Iteration 27Q: 3 clusters Score -2.482086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210790 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24820868.000000 Penalty: 6081.033691
	Iteration 28Q: 3 clusters Score -2.482087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210794 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24820884.000000 Penalty: 6081.033691
	Iteration 29Q: 3 clusters Score -2.482088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210798 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24820902.000000 Penalty: 6081.033691
	Iteration 30Q: 3 clusters Score -2.48209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210802 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24820900.000000 Penalty: 6081.033691
	Iteration 31Q: 3 clusters Score -2.48209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210804 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24820904.000000 Penalty: 6081.033691
	Iteration 32Q: 3 clusters Score -2.48209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210803 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24820910.000000 Penalty: 6081.033691
	Iteration 33Q: 3 clusters Score -2.482091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210805 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24820930.000000 Penalty: 6081.033691
	Iteration 34Q: 3 clusters Score -2.482093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24820924.000000 Penalty: 6081.033691
	Iteration 35Q: 3 clusters Score -2.482092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24820934.000000 Penalty: 6081.033691
	Iteration 36Q: 3 clusters Score -2.482093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24820930.000000 Penalty: 6081.033691
	Iteration 37Q: 3 clusters Score -2.482093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24820936.000000 Penalty: 6081.033691
	Iteration 38Q: 3 clusters Score -2.482094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210811 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24820930.000000 Penalty: 6081.033691
	Iteration 39Q: 3 clusters Score -2.482093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210812 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24820946.000000 Penalty: 6081.033691
	Iteration 40F: 3 clusters Score -2.482095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210813 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24820968.000000 Penalty: 6081.033691
	Iteration 41Q: 3 clusters Score -2.482097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210813 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24820968.000000 Penalty: 6081.033691
	Iteration 42F: 3 clusters Score -2.482097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48223.742188 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -48223.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46771.160156 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -46771.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47048.605469 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -47048.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47101.593750 Penalty: 3083.436523
	Iteration 2Q: 3 clusters Score -47101.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47137.867188 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -47137.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47154.312500 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -47154.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47158.113281 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -47158.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47161.144531 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -47161.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47163.667969 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -47163.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47166.878906 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -47166.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47168.515625 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -47168.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47168.515625 Penalty: 3083.436523
	Iteration 10F: 3 clusters Score -47168.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (196902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196902 members 
Entering Unmasked Estep 
Score: -23209032.000000 Penalty: 3023.234375
	Iteration 0F: 2 clusters Score -2.320903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -23079770.000000 Penalty: 6046.468750
	Iteration 0F: 3 clusters Score -2.307977e+07 nChanged 94414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -23135478.000000 Penalty: 6046.468750
	Iteration 1F: 3 clusters Score -2.313548e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -23137104.000000 Penalty: 6046.468750
	Iteration 2Q: 3 clusters Score -2.31371e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -23139362.000000 Penalty: 6046.468750
	Iteration 3Q: 3 clusters Score -2.313936e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121278 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -23142928.000000 Penalty: 6046.468750
	Iteration 4Q: 3 clusters Score -2.314293e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133158 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -23150214.000000 Penalty: 6046.468750
	Iteration 5F: 3 clusters Score -2.315021e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -23162498.000000 Penalty: 6046.468750
	Iteration 6F: 3 clusters Score -2.31625e+07 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -23178568.000000 Penalty: 6046.468750
	Iteration 7F: 3 clusters Score -2.317857e+07 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182766 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -23193396.000000 Penalty: 6046.468750
	Iteration 8F: 3 clusters Score -2.31934e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191956 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -23201938.000000 Penalty: 6046.468750
	Iteration 9Q: 3 clusters Score -2.320194e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195396 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23205040.000000 Penalty: 6046.468750
	Iteration 10Q: 3 clusters Score -2.320504e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -23205768.000000 Penalty: 6046.468750
	Iteration 11Q: 3 clusters Score -2.320577e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196581 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23206082.000000 Penalty: 6046.468750
	Iteration 12Q: 3 clusters Score -2.320608e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196641 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23206202.000000 Penalty: 6046.468750
	Iteration 13Q: 3 clusters Score -2.32062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196660 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23206282.000000 Penalty: 6046.468750
	Iteration 14Q: 3 clusters Score -2.320628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196669 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23206290.000000 Penalty: 6046.468750
	Iteration 15Q: 3 clusters Score -2.320629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196673 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23206308.000000 Penalty: 6046.468750
	Iteration 16Q: 3 clusters Score -2.320631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196675 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23206316.000000 Penalty: 6046.468750
	Iteration 17Q: 3 clusters Score -2.320632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196677 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23206312.000000 Penalty: 6046.468750
	Iteration 18Q: 3 clusters Score -2.320631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23206334.000000 Penalty: 6046.468750
	Iteration 19Q: 3 clusters Score -2.320633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23206334.000000 Penalty: 6046.468750
	Iteration 20F: 3 clusters Score -2.320633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Entering Unmasked Estep 
Score: -6311468.500000 Penalty: 2700.089111
	Iteration 0F: 2 clusters Score -6311468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -6275298.000000 Penalty: 5400.178223
	Iteration 0F: 3 clusters Score -6275298 nChanged 24926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6289238.000000 Penalty: 5400.178223
	Iteration 1F: 3 clusters Score -6289238 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6290103.500000 Penalty: 5400.178223
	Iteration 2Q: 3 clusters Score -6290104 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -6291275.000000 Penalty: 5400.178223
	Iteration 3F: 3 clusters Score -6291275 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6293034.000000 Penalty: 5400.178223
	Iteration 4F: 3 clusters Score -6293034 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -6295627.500000 Penalty: 5400.178223
	Iteration 5F: 3 clusters Score -6295628 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -6298950.000000 Penalty: 5400.178223
	Iteration 6F: 3 clusters Score -6298950 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -6302251.500000 Penalty: 5400.178223
	Iteration 7F: 3 clusters Score -6302252 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -6304836.500000 Penalty: 5400.178223
	Iteration 8F: 3 clusters Score -6304836 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6306491.500000 Penalty: 5400.178223
	Iteration 9Q: 3 clusters Score -6306492 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6307535.000000 Penalty: 5400.178223
	Iteration 10Q: 3 clusters Score -6307535 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -6308155.500000 Penalty: 5400.178223
	Iteration 11Q: 3 clusters Score -6308156 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6308516.500000 Penalty: 5400.178223
	Iteration 12Q: 3 clusters Score -6308516 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -6308781.000000 Penalty: 5400.178223
	Iteration 13Q: 3 clusters Score -6308781 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6308965.000000 Penalty: 5400.178223
	Iteration 14Q: 3 clusters Score -6308965 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -6309100.000000 Penalty: 5400.178223
	Iteration 15Q: 3 clusters Score -6309100 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6309226.500000 Penalty: 5400.178223
	Iteration 16Q: 3 clusters Score -6309226 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6309336.500000 Penalty: 5400.178223
	Iteration 17Q: 3 clusters Score -6309336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -6309377.500000 Penalty: 5400.178223
	Iteration 18Q: 3 clusters Score -6309378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -6309412.500000 Penalty: 5400.178223
	Iteration 19Q: 3 clusters Score -6309412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -6309450.000000 Penalty: 5400.178223
	Iteration 20F: 3 clusters Score -6309450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6309476.000000 Penalty: 5400.178223
	Iteration 21Q: 3 clusters Score -6309476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6309493.500000 Penalty: 5400.178223
	Iteration 22Q: 3 clusters Score -6309494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6309504.500000 Penalty: 5400.178223
	Iteration 23Q: 3 clusters Score -6309504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6309523.500000 Penalty: 5400.178223
	Iteration 24Q: 3 clusters Score -6309524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -6309542.000000 Penalty: 5400.178223
	Iteration 25Q: 3 clusters Score -6309542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -6309530.500000 Penalty: 5400.178223
	Iteration 26Q: 3 clusters Score -6309530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -6309537.500000 Penalty: 5400.178223
	Iteration 27Q: 3 clusters Score -6309538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6309550.000000 Penalty: 5400.178223
	Iteration 28Q: 3 clusters Score -6309550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -6309560.500000 Penalty: 5400.178223
	Iteration 29Q: 3 clusters Score -6309560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -6309572.000000 Penalty: 5400.178223
	Iteration 30Q: 3 clusters Score -6309572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -6309577.000000 Penalty: 5400.178223
	Iteration 31Q: 3 clusters Score -6309577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -6309587.000000 Penalty: 5400.178223
	Iteration 32Q: 3 clusters Score -6309587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6309599.500000 Penalty: 5400.178223
	Iteration 33Q: 3 clusters Score -6309600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6309606.000000 Penalty: 5400.178223
	Iteration 34Q: 3 clusters Score -6309606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -6309617.000000 Penalty: 5400.178223
	Iteration 35Q: 3 clusters Score -6309617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -6309610.500000 Penalty: 5400.178223
	Iteration 36Q: 3 clusters Score -6309610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -6309608.000000 Penalty: 5400.178223
	Iteration 37Q: 3 clusters Score -6309608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -6309620.500000 Penalty: 5400.178223
	Iteration 38Q: 3 clusters Score -6309620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -6309628.500000 Penalty: 5400.178223
	Iteration 39Q: 3 clusters Score -6309628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -6309630.500000 Penalty: 5400.178223
	Iteration 40F: 3 clusters Score -6309630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -6309639.000000 Penalty: 5400.178223
	Iteration 41Q: 3 clusters Score -6309639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -6309636.500000 Penalty: 5400.178223
	Iteration 42Q: 3 clusters Score -6309636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -6309635.000000 Penalty: 5400.178223
	Iteration 43Q: 3 clusters Score -6309635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -6309635.500000 Penalty: 5400.178223
	Iteration 44Q: 3 clusters Score -6309636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -6309638.500000 Penalty: 5400.178223
	Iteration 45Q: 3 clusters Score -6309638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -6309635.000000 Penalty: 5400.178223
	Iteration 46Q: 3 clusters Score -6309635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -6309630.000000 Penalty: 5400.178223
	Iteration 47Q: 3 clusters Score -6309630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -6309637.000000 Penalty: 5400.178223
	Iteration 48Q: 3 clusters Score -6309637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -6309633.000000 Penalty: 5400.178223
	Iteration 49Q: 3 clusters Score -6309633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -6309638.500000 Penalty: 5400.178223
	Iteration 50Q: 3 clusters Score -6309638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -6309650.500000 Penalty: 5400.178223
	Iteration 51Q: 3 clusters Score -6309650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -6309654.500000 Penalty: 5400.178223
	Iteration 52Q: 3 clusters Score -6309654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -6309653.000000 Penalty: 5400.178223
	Iteration 53Q: 3 clusters Score -6309653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -6309657.000000 Penalty: 5400.178223
	Iteration 54Q: 3 clusters Score -6309657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -6309659.000000 Penalty: 5400.178223
	Iteration 55Q: 3 clusters Score -6309659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -6309653.000000 Penalty: 5400.178223
	Iteration 56Q: 3 clusters Score -6309653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -6309659.500000 Penalty: 5400.178223
	Iteration 57Q: 3 clusters Score -6309660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -6309657.000000 Penalty: 5400.178223
	Iteration 58Q: 3 clusters Score -6309657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -6309658.000000 Penalty: 5400.178223
	Iteration 59Q: 3 clusters Score -6309658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -6309657.000000 Penalty: 5400.178223
	Iteration 60F: 3 clusters Score -6309657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Entering Unmasked Estep 
Score: -9749110.000000 Penalty: 2811.054932
	Iteration 0F: 2 clusters Score -9749110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -9693091.000000 Penalty: 5622.109863
	Iteration 0F: 3 clusters Score -9693091 nChanged 39439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -9715201.000000 Penalty: 5622.109863
	Iteration 1F: 3 clusters Score -9715201 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9716210.000000 Penalty: 5622.109863
	Iteration 2Q: 3 clusters Score -9716210 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -9717706.000000 Penalty: 5622.109863
	Iteration 3Q: 3 clusters Score -9717706 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -9719967.000000 Penalty: 5622.109863
	Iteration 4F: 3 clusters Score -9719967 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -9723694.000000 Penalty: 5622.109863
	Iteration 5F: 3 clusters Score -9723694 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -9729118.000000 Penalty: 5622.109863
	Iteration 6F: 3 clusters Score -9729118 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -9734987.000000 Penalty: 5622.109863
	Iteration 7F: 3 clusters Score -9734987 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -9739885.000000 Penalty: 5622.109863
	Iteration 8F: 3 clusters Score -9739885 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -9742937.000000 Penalty: 5622.109863
	Iteration 9Q: 3 clusters Score -9742937 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -9744509.000000 Penalty: 5622.109863
	Iteration 10Q: 3 clusters Score -9744509 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -9745485.000000 Penalty: 5622.109863
	Iteration 11Q: 3 clusters Score -9745485 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -9746194.000000 Penalty: 5622.109863
	Iteration 12Q: 3 clusters Score -9746194 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -9746641.000000 Penalty: 5622.109863
	Iteration 13Q: 3 clusters Score -9746641 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -9746964.000000 Penalty: 5622.109863
	Iteration 14Q: 3 clusters Score -9746964 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -9747227.000000 Penalty: 5622.109863
	Iteration 15Q: 3 clusters Score -9747227 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -9747445.000000 Penalty: 5622.109863
	Iteration 16Q: 3 clusters Score -9747445 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -9747633.000000 Penalty: 5622.109863
	Iteration 17Q: 3 clusters Score -9747633 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -9747737.000000 Penalty: 5622.109863
	Iteration 18Q: 3 clusters Score -9747737 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -9747860.000000 Penalty: 5622.109863
	Iteration 19Q: 3 clusters Score -9747860 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -9747929.000000 Penalty: 5622.109863
	Iteration 20F: 3 clusters Score -9747929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -9747948.000000 Penalty: 5622.109863
	Iteration 21Q: 3 clusters Score -9747948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -9747986.000000 Penalty: 5622.109863
	Iteration 22Q: 3 clusters Score -9747986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -9747989.000000 Penalty: 5622.109863
	Iteration 23Q: 3 clusters Score -9747989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -9747989.000000 Penalty: 5622.109863
	Iteration 24Q: 3 clusters Score -9747989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -9748002.000000 Penalty: 5622.109863
	Iteration 25Q: 3 clusters Score -9748002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -9747991.000000 Penalty: 5622.109863
	Iteration 26Q: 3 clusters Score -9747991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -9748010.000000 Penalty: 5622.109863
	Iteration 27Q: 3 clusters Score -9748010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -9748016.000000 Penalty: 5622.109863
	Iteration 28Q: 3 clusters Score -9748016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -9748019.000000 Penalty: 5622.109863
	Iteration 29Q: 3 clusters Score -9748019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -9748015.000000 Penalty: 5622.109863
	Iteration 30Q: 3 clusters Score -9748015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9748029.000000 Penalty: 5622.109863
	Iteration 31Q: 3 clusters Score -9748029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -9748030.000000 Penalty: 5622.109863
	Iteration 32Q: 3 clusters Score -9748030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -9748044.000000 Penalty: 5622.109863
	Iteration 33Q: 3 clusters Score -9748044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -9748040.000000 Penalty: 5622.109863
	Iteration 34Q: 3 clusters Score -9748040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -9748038.000000 Penalty: 5622.109863
	Iteration 35Q: 3 clusters Score -9748038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -9748034.000000 Penalty: 5622.109863
	Iteration 36Q: 3 clusters Score -9748034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -9748039.000000 Penalty: 5622.109863
	Iteration 37Q: 3 clusters Score -9748039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -9748050.000000 Penalty: 5622.109863
	Iteration 38Q: 3 clusters Score -9748050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -9748056.000000 Penalty: 5622.109863
	Iteration 39Q: 3 clusters Score -9748056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -9748057.000000 Penalty: 5622.109863
	Iteration 40F: 3 clusters Score -9748057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -9748054.000000 Penalty: 5622.109863
	Iteration 41Q: 3 clusters Score -9748054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -9748055.000000 Penalty: 5622.109863
	Iteration 42Q: 3 clusters Score -9748055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -9748061.000000 Penalty: 5622.109863
	Iteration 43Q: 3 clusters Score -9748061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -9748061.000000 Penalty: 5622.109863
	Iteration 44Q: 3 clusters Score -9748061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -9748067.000000 Penalty: 5622.109863
	Iteration 45Q: 3 clusters Score -9748067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -9748060.000000 Penalty: 5622.109863
	Iteration 46Q: 3 clusters Score -9748060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -9748062.000000 Penalty: 5622.109863
	Iteration 47Q: 3 clusters Score -9748062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -9748062.000000 Penalty: 5622.109863
	Iteration 48F: 3 clusters Score -9748062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1240109.375000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1240109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1231986.375000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1231986 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1234828.000000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1234828 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1236078.500000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1236078 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1237350.875000 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -1237351 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1238141.250000 Penalty: 4608.243652
	Iteration 4F: 3 clusters Score -1238141 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1238588.875000 Penalty: 4608.243652
	Iteration 5F: 3 clusters Score -1238589 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1238799.250000 Penalty: 4608.243652
	Iteration 6Q: 3 clusters Score -1238799 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1238890.750000 Penalty: 4608.243652
	Iteration 7Q: 3 clusters Score -1238891 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1238931.000000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1238931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1238949.500000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1238950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1238963.750000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1238964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1238966.000000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1238966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1238967.875000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1238968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1238970.250000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1238970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1238975.000000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1238975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1238977.375000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1238977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1238976.375000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1238976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1238975.875000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1238976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1238976.875000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1238977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1238979.000000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1238979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1238978.375000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1238978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1238980.875000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1238981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1238977.500000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1238978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1238981.750000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1238982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1238980.500000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1238980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1238980.625000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1238981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1238979.625000 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -1238980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1238978.250000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -1238978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1238980.250000 Penalty: 4608.243652
	Iteration 28Q: 3 clusters Score -1238980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1238981.625000 Penalty: 4608.243652
	Iteration 29Q: 3 clusters Score -1238982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1238980.000000 Penalty: 4608.243652
	Iteration 30Q: 3 clusters Score -1238980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1238978.375000 Penalty: 4608.243652
	Iteration 31Q: 3 clusters Score -1238978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1238981.500000 Penalty: 4608.243652
	Iteration 32Q: 3 clusters Score -1238982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1238980.750000 Penalty: 4608.243652
	Iteration 33Q: 3 clusters Score -1238981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1238983.250000 Penalty: 4608.243652
	Iteration 34Q: 3 clusters Score -1238983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1238981.875000 Penalty: 4608.243652
	Iteration 35Q: 3 clusters Score -1238982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1238982.500000 Penalty: 4608.243652
	Iteration 36Q: 3 clusters Score -1238982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1238981.250000 Penalty: 4608.243652
	Iteration 37Q: 3 clusters Score -1238981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1238982.000000 Penalty: 4608.243652
	Iteration 38Q: 3 clusters Score -1238982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1238982.000000 Penalty: 4608.243652
	Iteration 39F: 3 clusters Score -1238982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165824 members 
Entering Unmasked Estep 
Score: -19562612.000000 Penalty: 2980.633301
	Iteration 0F: 2 clusters Score -1.956261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -19451436.000000 Penalty: 5961.266602
	Iteration 0F: 3 clusters Score -1.945144e+07 nChanged 79404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -19497744.000000 Penalty: 5961.266602
	Iteration 1F: 3 clusters Score -1.949774e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -19498882.000000 Penalty: 5961.266602
	Iteration 2Q: 3 clusters Score -1.949888e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -19500042.000000 Penalty: 5961.266602
	Iteration 3Q: 3 clusters Score -1.950004e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -19501666.000000 Penalty: 5961.266602
	Iteration 4Q: 3 clusters Score -1.950167e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -19504018.000000 Penalty: 5961.266602
	Iteration 5Q: 3 clusters Score -1.950402e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -19506818.000000 Penalty: 5961.266602
	Iteration 6Q: 3 clusters Score -1.950682e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -19510248.000000 Penalty: 5961.266602
	Iteration 7Q: 3 clusters Score -1.951025e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -19514226.000000 Penalty: 5961.266602
	Iteration 8Q: 3 clusters Score -1.951423e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -19518658.000000 Penalty: 5961.266602
	Iteration 9F: 3 clusters Score -1.951866e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -19523306.000000 Penalty: 5961.266602
	Iteration 10F: 3 clusters Score -1.952331e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -19528286.000000 Penalty: 5961.266602
	Iteration 11F: 3 clusters Score -1.952829e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -19532544.000000 Penalty: 5961.266602
	Iteration 12Q: 3 clusters Score -1.953254e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -19535330.000000 Penalty: 5961.266602
	Iteration 13Q: 3 clusters Score -1.953533e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -19537004.000000 Penalty: 5961.266602
	Iteration 14Q: 3 clusters Score -1.9537e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -19537696.000000 Penalty: 5961.266602
	Iteration 15Q: 3 clusters Score -1.95377e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -19538280.000000 Penalty: 5961.266602
	Iteration 16Q: 3 clusters Score -1.953828e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -19538618.000000 Penalty: 5961.266602
	Iteration 17Q: 3 clusters Score -1.953862e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -19539062.000000 Penalty: 5961.266602
	Iteration 18Q: 3 clusters Score -1.953906e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -19539554.000000 Penalty: 5961.266602
	Iteration 19Q: 3 clusters Score -1.953955e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -19539874.000000 Penalty: 5961.266602
	Iteration 20F: 3 clusters Score -1.953987e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -19540374.000000 Penalty: 5961.266602
	Iteration 21Q: 3 clusters Score -1.954037e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -19540886.000000 Penalty: 5961.266602
	Iteration 22Q: 3 clusters Score -1.954089e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -19541456.000000 Penalty: 5961.266602
	Iteration 23Q: 3 clusters Score -1.954146e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -19542016.000000 Penalty: 5961.266602
	Iteration 24Q: 3 clusters Score -1.954202e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -19542744.000000 Penalty: 5961.266602
	Iteration 25Q: 3 clusters Score -1.954274e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -19543412.000000 Penalty: 5961.266602
	Iteration 26Q: 3 clusters Score -1.954341e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -19543998.000000 Penalty: 5961.266602
	Iteration 27Q: 3 clusters Score -1.9544e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108982 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -19544598.000000 Penalty: 5961.266602
	Iteration 28Q: 3 clusters Score -1.95446e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -19545166.000000 Penalty: 5961.266602
	Iteration 29Q: 3 clusters Score -1.954517e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113694 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -19545880.000000 Penalty: 5961.266602
	Iteration 30Q: 3 clusters Score -1.954588e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -19546632.000000 Penalty: 5961.266602
	Iteration 31Q: 3 clusters Score -1.954663e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118475 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -19547386.000000 Penalty: 5961.266602
	Iteration 32Q: 3 clusters Score -1.954739e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -19548030.000000 Penalty: 5961.266602
	Iteration 33Q: 3 clusters Score -1.954803e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -19548780.000000 Penalty: 5961.266602
	Iteration 34Q: 3 clusters Score -1.954878e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -19549598.000000 Penalty: 5961.266602
	Iteration 35Q: 3 clusters Score -1.95496e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128099 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -19550352.000000 Penalty: 5961.266602
	Iteration 36Q: 3 clusters Score -1.955035e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -19551106.000000 Penalty: 5961.266602
	Iteration 37Q: 3 clusters Score -1.955111e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133043 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -19551832.000000 Penalty: 5961.266602
	Iteration 38Q: 3 clusters Score -1.955183e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135382 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -19552586.000000 Penalty: 5961.266602
	Iteration 39Q: 3 clusters Score -1.955259e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -19553364.000000 Penalty: 5961.266602
	Iteration 40F: 3 clusters Score -1.955336e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -19554172.000000 Penalty: 5961.266602
	Iteration 41Q: 3 clusters Score -1.955417e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142157 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -19554868.000000 Penalty: 5961.266602
	Iteration 42Q: 3 clusters Score -1.955487e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144226 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -19555556.000000 Penalty: 5961.266602
	Iteration 43Q: 3 clusters Score -1.955556e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -19556388.000000 Penalty: 5961.266602
	Iteration 44Q: 3 clusters Score -1.955639e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -19556948.000000 Penalty: 5961.266602
	Iteration 45Q: 3 clusters Score -1.955695e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149669 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -19557572.000000 Penalty: 5961.266602
	Iteration 46Q: 3 clusters Score -1.955757e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -19558140.000000 Penalty: 5961.266602
	Iteration 47Q: 3 clusters Score -1.955814e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152590 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -19558680.000000 Penalty: 5961.266602
	Iteration 48Q: 3 clusters Score -1.955868e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -19559078.000000 Penalty: 5961.266602
	Iteration 49Q: 3 clusters Score -1.955908e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -19559428.000000 Penalty: 5961.266602
	Iteration 50Q: 3 clusters Score -1.955943e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -19559764.000000 Penalty: 5961.266602
	Iteration 51Q: 3 clusters Score -1.955976e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156811 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -19559966.000000 Penalty: 5961.266602
	Iteration 52Q: 3 clusters Score -1.955997e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -19560152.000000 Penalty: 5961.266602
	Iteration 53Q: 3 clusters Score -1.956015e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -19560236.000000 Penalty: 5961.266602
	Iteration 54Q: 3 clusters Score -1.956024e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -19560482.000000 Penalty: 5961.266602
	Iteration 55Q: 3 clusters Score -1.956048e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -19560604.000000 Penalty: 5961.266602
	Iteration 56Q: 3 clusters Score -1.95606e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -19560724.000000 Penalty: 5961.266602
	Iteration 57Q: 3 clusters Score -1.956072e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -19560762.000000 Penalty: 5961.266602
	Iteration 58Q: 3 clusters Score -1.956076e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160504 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -19560772.000000 Penalty: 5961.266602
	Iteration 59Q: 3 clusters Score -1.956077e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -19560858.000000 Penalty: 5961.266602
	Iteration 60F: 3 clusters Score -1.956086e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160989 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -19560880.000000 Penalty: 5961.266602
	Iteration 61Q: 3 clusters Score -1.956088e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -19560902.000000 Penalty: 5961.266602
	Iteration 62Q: 3 clusters Score -1.95609e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -19560872.000000 Penalty: 5961.266602
	Iteration 63Q: 3 clusters Score -1.956087e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161417 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -19560906.000000 Penalty: 5961.266602
	Iteration 64Q: 3 clusters Score -1.956091e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161529 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -19560932.000000 Penalty: 5961.266602
	Iteration 65Q: 3 clusters Score -1.956093e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -19560934.000000 Penalty: 5961.266602
	Iteration 66Q: 3 clusters Score -1.956093e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -19560962.000000 Penalty: 5961.266602
	Iteration 67Q: 3 clusters Score -1.956096e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -19560960.000000 Penalty: 5961.266602
	Iteration 68Q: 3 clusters Score -1.956096e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -19561022.000000 Penalty: 5961.266602
	Iteration 69Q: 3 clusters Score -1.956102e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -19561070.000000 Penalty: 5961.266602
	Iteration 70Q: 3 clusters Score -1.956107e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162051 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -19561086.000000 Penalty: 5961.266602
	Iteration 71Q: 3 clusters Score -1.956109e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162133 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -19561082.000000 Penalty: 5961.266602
	Iteration 72Q: 3 clusters Score -1.956108e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -19561106.000000 Penalty: 5961.266602
	Iteration 73Q: 3 clusters Score -1.956111e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -19561118.000000 Penalty: 5961.266602
	Iteration 74Q: 3 clusters Score -1.956112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162296 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -19561128.000000 Penalty: 5961.266602
	Iteration 75Q: 3 clusters Score -1.956113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162334 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -19561138.000000 Penalty: 5961.266602
	Iteration 76Q: 3 clusters Score -1.956114e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -19561136.000000 Penalty: 5961.266602
	Iteration 77Q: 3 clusters Score -1.956114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -19561140.000000 Penalty: 5961.266602
	Iteration 78Q: 3 clusters Score -1.956114e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -19561158.000000 Penalty: 5961.266602
	Iteration 79Q: 3 clusters Score -1.956116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -19561184.000000 Penalty: 5961.266602
	Iteration 80F: 3 clusters Score -1.956118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -19561180.000000 Penalty: 5961.266602
	Iteration 81Q: 3 clusters Score -1.956118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162555 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19561190.000000 Penalty: 5961.266602
	Iteration 82Q: 3 clusters Score -1.956119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162579 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -19561180.000000 Penalty: 5961.266602
	Iteration 83Q: 3 clusters Score -1.956118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162601 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -19561200.000000 Penalty: 5961.266602
	Iteration 84Q: 3 clusters Score -1.95612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162624 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19561198.000000 Penalty: 5961.266602
	Iteration 85Q: 3 clusters Score -1.95612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -19561214.000000 Penalty: 5961.266602
	Iteration 86Q: 3 clusters Score -1.956121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162667 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -19561210.000000 Penalty: 5961.266602
	Iteration 87Q: 3 clusters Score -1.956121e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162691 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -19561228.000000 Penalty: 5961.266602
	Iteration 88Q: 3 clusters Score -1.956123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19561240.000000 Penalty: 5961.266602
	Iteration 89Q: 3 clusters Score -1.956124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162716 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -19561226.000000 Penalty: 5961.266602
	Iteration 90Q: 3 clusters Score -1.956123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -19561218.000000 Penalty: 5961.266602
	Iteration 91Q: 3 clusters Score -1.956122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -19561214.000000 Penalty: 5961.266602
	Iteration 92Q: 3 clusters Score -1.956121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162731 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -19561220.000000 Penalty: 5961.266602
	Iteration 93Q: 3 clusters Score -1.956122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162735 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -19561222.000000 Penalty: 5961.266602
	Iteration 94Q: 3 clusters Score -1.956122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162736 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -19561224.000000 Penalty: 5961.266602
	Iteration 95Q: 3 clusters Score -1.956122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19561222.000000 Penalty: 5961.266602
	Iteration 96Q: 3 clusters Score -1.956122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -19561220.000000 Penalty: 5961.266602
	Iteration 97Q: 3 clusters Score -1.956122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162740 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19561212.000000 Penalty: 5961.266602
	Iteration 98Q: 3 clusters Score -1.956121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162740 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19561212.000000 Penalty: 5961.266602
	Iteration 99F: 3 clusters Score -1.956121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (307354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307354 members 
Entering Unmasked Estep 
Score: -35930568.000000 Penalty: 3133.667480
	Iteration 0F: 2 clusters Score -3.593057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -35726940.000000 Penalty: 6267.334961
	Iteration 0F: 3 clusters Score -3.572694e+07 nChanged 148903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 153236 members 
Entering Unmasked Estep 
Score: -35815080.000000 Penalty: 6267.334961
	Iteration 1F: 3 clusters Score -3.581508e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154546 members 
Mstep: Class 2 contains 152808 members 
Entering Unmasked Estep 
Score: -35816596.000000 Penalty: 6267.334961
	Iteration 2Q: 3 clusters Score -3.58166e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155161 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -35818640.000000 Penalty: 6267.334961
	Iteration 3Q: 3 clusters Score -3.581864e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156202 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -35820760.000000 Penalty: 6267.334961
	Iteration 4Q: 3 clusters Score -3.582076e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -35824000.000000 Penalty: 6267.334961
	Iteration 5Q: 3 clusters Score -3.5824e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -35829348.000000 Penalty: 6267.334961
	Iteration 6Q: 3 clusters Score -3.582935e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -35837868.000000 Penalty: 6267.334961
	Iteration 7Q: 3 clusters Score -3.583787e+07 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 140981 members 
Entering Unmasked Estep 
Score: -35851232.000000 Penalty: 6267.334961
	Iteration 8F: 3 clusters Score -3.585123e+07 nChanged 20438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -35866684.000000 Penalty: 6267.334961
	Iteration 9F: 3 clusters Score -3.586668e+07 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170547 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -35876104.000000 Penalty: 6267.334961
	Iteration 10F: 3 clusters Score -3.58761e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171453 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -35879316.000000 Penalty: 6267.334961
	Iteration 11Q: 3 clusters Score -3.587932e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 135143 members 
Entering Unmasked Estep 
Score: -35880584.000000 Penalty: 6267.334961
	Iteration 12Q: 3 clusters Score -3.588058e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -35881492.000000 Penalty: 6267.334961
	Iteration 13Q: 3 clusters Score -3.588149e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173476 members 
Mstep: Class 2 contains 133878 members 
Entering Unmasked Estep 
Score: -35882556.000000 Penalty: 6267.334961
	Iteration 14Q: 3 clusters Score -3.588256e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -35883352.000000 Penalty: 6267.334961
	Iteration 15Q: 3 clusters Score -3.588335e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 133331 members 
Entering Unmasked Estep 
Score: -35884324.000000 Penalty: 6267.334961
	Iteration 16Q: 3 clusters Score -3.588432e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 133412 members 
Entering Unmasked Estep 
Score: -35885156.000000 Penalty: 6267.334961
	Iteration 17Q: 3 clusters Score -3.588516e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 133626 members 
Entering Unmasked Estep 
Score: -35886032.000000 Penalty: 6267.334961
	Iteration 18Q: 3 clusters Score -3.588603e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173336 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -35887064.000000 Penalty: 6267.334961
	Iteration 19Q: 3 clusters Score -3.588706e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 134570 members 
Entering Unmasked Estep 
Score: -35888000.000000 Penalty: 6267.334961
	Iteration 20F: 3 clusters Score -3.5888e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 135256 members 
Entering Unmasked Estep 
Score: -35889204.000000 Penalty: 6267.334961
	Iteration 21Q: 3 clusters Score -3.58892e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -35890092.000000 Penalty: 6267.334961
	Iteration 22Q: 3 clusters Score -3.589009e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 137258 members 
Entering Unmasked Estep 
Score: -35891208.000000 Penalty: 6267.334961
	Iteration 23Q: 3 clusters Score -3.589121e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 138502 members 
Entering Unmasked Estep 
Score: -35892620.000000 Penalty: 6267.334961
	Iteration 24Q: 3 clusters Score -3.589262e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 139966 members 
Entering Unmasked Estep 
Score: -35893916.000000 Penalty: 6267.334961
	Iteration 25Q: 3 clusters Score -3.589392e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 141566 members 
Entering Unmasked Estep 
Score: -35895244.000000 Penalty: 6267.334961
	Iteration 26Q: 3 clusters Score -3.589524e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -35896676.000000 Penalty: 6267.334961
	Iteration 27Q: 3 clusters Score -3.589668e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 144876 members 
Entering Unmasked Estep 
Score: -35898088.000000 Penalty: 6267.334961
	Iteration 28Q: 3 clusters Score -3.589809e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 146450 members 
Entering Unmasked Estep 
Score: -35899436.000000 Penalty: 6267.334961
	Iteration 29Q: 3 clusters Score -3.589944e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159609 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -35900484.000000 Penalty: 6267.334961
	Iteration 30Q: 3 clusters Score -3.590048e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 148933 members 
Entering Unmasked Estep 
Score: -35901200.000000 Penalty: 6267.334961
	Iteration 31Q: 3 clusters Score -3.59012e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157433 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -35901740.000000 Penalty: 6267.334961
	Iteration 32Q: 3 clusters Score -3.590174e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156686 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -35902300.000000 Penalty: 6267.334961
	Iteration 33Q: 3 clusters Score -3.59023e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -35902620.000000 Penalty: 6267.334961
	Iteration 34Q: 3 clusters Score -3.590262e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 151660 members 
Entering Unmasked Estep 
Score: -35902968.000000 Penalty: 6267.334961
	Iteration 35Q: 3 clusters Score -3.590297e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -35903236.000000 Penalty: 6267.334961
	Iteration 36Q: 3 clusters Score -3.590324e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 152408 members 
Entering Unmasked Estep 
Score: -35903332.000000 Penalty: 6267.334961
	Iteration 37Q: 3 clusters Score -3.590333e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -35903300.000000 Penalty: 6267.334961
	Iteration 38Q: 3 clusters Score -3.59033e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 152909 members 
Entering Unmasked Estep 
Score: -35903356.000000 Penalty: 6267.334961
	Iteration 39Q: 3 clusters Score -3.590336e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154260 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -35903428.000000 Penalty: 6267.334961
	Iteration 40F: 3 clusters Score -3.590343e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 153447 members 
Entering Unmasked Estep 
Score: -35903532.000000 Penalty: 6267.334961
	Iteration 41Q: 3 clusters Score -3.590353e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 153702 members 
Entering Unmasked Estep 
Score: -35903636.000000 Penalty: 6267.334961
	Iteration 42Q: 3 clusters Score -3.590364e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 153956 members 
Entering Unmasked Estep 
Score: -35903748.000000 Penalty: 6267.334961
	Iteration 43Q: 3 clusters Score -3.590375e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 154178 members 
Entering Unmasked Estep 
Score: -35903720.000000 Penalty: 6267.334961
	Iteration 44Q: 3 clusters Score -3.590372e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -35903832.000000 Penalty: 6267.334961
	Iteration 45Q: 3 clusters Score -3.590383e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -35903872.000000 Penalty: 6267.334961
	Iteration 46Q: 3 clusters Score -3.590387e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -35903832.000000 Penalty: 6267.334961
	Iteration 47Q: 3 clusters Score -3.590383e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -35903856.000000 Penalty: 6267.334961
	Iteration 48Q: 3 clusters Score -3.590386e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -35903868.000000 Penalty: 6267.334961
	Iteration 49Q: 3 clusters Score -3.590387e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -35903840.000000 Penalty: 6267.334961
	Iteration 50Q: 3 clusters Score -3.590384e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -35903924.000000 Penalty: 6267.334961
	Iteration 51Q: 3 clusters Score -3.590392e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151700 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -35903916.000000 Penalty: 6267.334961
	Iteration 52Q: 3 clusters Score -3.590392e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -35903972.000000 Penalty: 6267.334961
	Iteration 53Q: 3 clusters Score -3.590397e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -35904020.000000 Penalty: 6267.334961
	Iteration 54Q: 3 clusters Score -3.590402e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 156301 members 
Entering Unmasked Estep 
Score: -35903996.000000 Penalty: 6267.334961
	Iteration 55Q: 3 clusters Score -3.5904e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -35903996.000000 Penalty: 6267.334961
	Iteration 56Q: 3 clusters Score -3.5904e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 156795 members 
Entering Unmasked Estep 
Score: -35903980.000000 Penalty: 6267.334961
	Iteration 57Q: 3 clusters Score -3.590398e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150258 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -35903988.000000 Penalty: 6267.334961
	Iteration 58Q: 3 clusters Score -3.590399e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149985 members 
Mstep: Class 2 contains 157369 members 
Entering Unmasked Estep 
Score: -35904020.000000 Penalty: 6267.334961
	Iteration 59Q: 3 clusters Score -3.590402e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 157647 members 
Entering Unmasked Estep 
Score: -35904020.000000 Penalty: 6267.334961
	Iteration 60F: 3 clusters Score -3.590402e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -35904032.000000 Penalty: 6267.334961
	Iteration 61Q: 3 clusters Score -3.590403e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 158229 members 
Entering Unmasked Estep 
Score: -35904052.000000 Penalty: 6267.334961
	Iteration 62Q: 3 clusters Score -3.590405e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 158556 members 
Entering Unmasked Estep 
Score: -35904084.000000 Penalty: 6267.334961
	Iteration 63Q: 3 clusters Score -3.590408e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -35904092.000000 Penalty: 6267.334961
	Iteration 64Q: 3 clusters Score -3.590409e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 159238 members 
Entering Unmasked Estep 
Score: -35904108.000000 Penalty: 6267.334961
	Iteration 65Q: 3 clusters Score -3.590411e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 159553 members 
Entering Unmasked Estep 
Score: -35904128.000000 Penalty: 6267.334961
	Iteration 66Q: 3 clusters Score -3.590413e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147494 members 
Mstep: Class 2 contains 159860 members 
Entering Unmasked Estep 
Score: -35904156.000000 Penalty: 6267.334961
	Iteration 67Q: 3 clusters Score -3.590416e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -35904192.000000 Penalty: 6267.334961
	Iteration 68Q: 3 clusters Score -3.590419e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -35904148.000000 Penalty: 6267.334961
	Iteration 69Q: 3 clusters Score -3.590415e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146361 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -35904252.000000 Penalty: 6267.334961
	Iteration 70Q: 3 clusters Score -3.590425e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145938 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -35904180.000000 Penalty: 6267.334961
	Iteration 71Q: 3 clusters Score -3.590418e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -35904248.000000 Penalty: 6267.334961
	Iteration 72Q: 3 clusters Score -3.590425e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 162193 members 
Entering Unmasked Estep 
Score: -35904128.000000 Penalty: 6267.334961
	Iteration 73Q: 3 clusters Score -3.590413e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 162534 members 
Entering Unmasked Estep 
Score: -35904152.000000 Penalty: 6267.334961
	Iteration 74Q: 3 clusters Score -3.590415e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 162910 members 
Entering Unmasked Estep 
Score: -35904152.000000 Penalty: 6267.334961
	Iteration 75Q: 3 clusters Score -3.590415e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -35904188.000000 Penalty: 6267.334961
	Iteration 76Q: 3 clusters Score -3.590419e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -35904156.000000 Penalty: 6267.334961
	Iteration 77Q: 3 clusters Score -3.590416e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 164125 members 
Entering Unmasked Estep 
Score: -35904112.000000 Penalty: 6267.334961
	Iteration 78Q: 3 clusters Score -3.590411e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -35904056.000000 Penalty: 6267.334961
	Iteration 79Q: 3 clusters Score -3.590406e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -35904036.000000 Penalty: 6267.334961
	Iteration 80F: 3 clusters Score -3.590404e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141922 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -35904056.000000 Penalty: 6267.334961
	Iteration 81Q: 3 clusters Score -3.590406e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141421 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -35904060.000000 Penalty: 6267.334961
	Iteration 82Q: 3 clusters Score -3.590406e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -35904092.000000 Penalty: 6267.334961
	Iteration 83Q: 3 clusters Score -3.590409e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -35904020.000000 Penalty: 6267.334961
	Iteration 84Q: 3 clusters Score -3.590402e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139686 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -35904016.000000 Penalty: 6267.334961
	Iteration 85Q: 3 clusters Score -3.590402e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139071 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -35903956.000000 Penalty: 6267.334961
	Iteration 86Q: 3 clusters Score -3.590396e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138433 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -35903976.000000 Penalty: 6267.334961
	Iteration 87Q: 3 clusters Score -3.590398e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137736 members 
Mstep: Class 2 contains 169618 members 
Entering Unmasked Estep 
Score: -35904056.000000 Penalty: 6267.334961
	Iteration 88Q: 3 clusters Score -3.590406e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136945 members 
Mstep: Class 2 contains 170409 members 
Entering Unmasked Estep 
Score: -35904108.000000 Penalty: 6267.334961
	Iteration 89Q: 3 clusters Score -3.590411e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 171223 members 
Entering Unmasked Estep 
Score: -35904108.000000 Penalty: 6267.334961
	Iteration 90Q: 3 clusters Score -3.590411e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135230 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -35904048.000000 Penalty: 6267.334961
	Iteration 91Q: 3 clusters Score -3.590405e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134282 members 
Mstep: Class 2 contains 173072 members 
Entering Unmasked Estep 
Score: -35904056.000000 Penalty: 6267.334961
	Iteration 92Q: 3 clusters Score -3.590406e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133336 members 
Mstep: Class 2 contains 174018 members 
Entering Unmasked Estep 
Score: -35904104.000000 Penalty: 6267.334961
	Iteration 93Q: 3 clusters Score -3.59041e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -35904164.000000 Penalty: 6267.334961
	Iteration 94Q: 3 clusters Score -3.590416e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131363 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.590417e+07 nChanged 1094
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130269 members 
Mstep: Class 2 contains 177085 members 
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	Iteration 96Q: 3 clusters Score -3.59043e+07 nChanged 1125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 178210 members 
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	Iteration 97Q: 3 clusters Score -3.59044e+07 nChanged 1234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127910 members 
Mstep: Class 2 contains 179444 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.590452e+07 nChanged 1283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.590455e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 182147 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3.590468e+07 nChanged 1527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 183674 members 
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	Iteration 101Q: 3 clusters Score -3.590478e+07 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 185320 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.59048e+07 nChanged 1631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 186951 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.5905e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 188735 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.590516e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 190593 members 
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	Iteration 105Q: 3 clusters Score -3.59054e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 192539 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.590552e+07 nChanged 2056
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 194595 members 
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	Iteration 107Q: 3 clusters Score -3.590572e+07 nChanged 2210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 196805 members 
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	Iteration 108Q: 3 clusters Score -3.590585e+07 nChanged 2401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 199206 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.590602e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105569 members 
Mstep: Class 2 contains 201785 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.590622e+07 nChanged 2804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 204589 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.590655e+07 nChanged 3003
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 207592 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.59071e+07 nChanged 3106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 210698 members 
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	Iteration 113Q: 3 clusters Score -3.590752e+07 nChanged 3208
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Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 213906 members 
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	Iteration 114Q: 3 clusters Score -3.590811e+07 nChanged 3476
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Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 217382 members 
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	Iteration 115Q: 3 clusters Score -3.590864e+07 nChanged 3695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 221077 members 
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	Iteration 116Q: 3 clusters Score -3.590932e+07 nChanged 3855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 224932 members 
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	Iteration 117Q: 3 clusters Score -3.591025e+07 nChanged 3940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 228872 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.591092e+07 nChanged 4176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 233048 members 
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	Iteration 119Q: 3 clusters Score -3.591185e+07 nChanged 4286
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Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 237334 members 
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	Iteration 120F: 3 clusters Score -3.59128e+07 nChanged 4325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 241659 members 
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	Iteration 121Q: 3 clusters Score -3.591358e+07 nChanged 4392
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Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 246051 members 
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	Iteration 122Q: 3 clusters Score -3.591449e+07 nChanged 4403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 250454 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 254956 members 
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	Iteration 124Q: 3 clusters Score -3.591702e+07 nChanged 4499
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Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 259455 members 
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	Iteration 125Q: 3 clusters Score -3.591822e+07 nChanged 4407
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Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 263862 members 
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	Iteration 126Q: 3 clusters Score -3.591954e+07 nChanged 4276
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Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 268138 members 
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Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 272255 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 276065 members 
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	Iteration 129Q: 3 clusters Score -3.59234e+07 nChanged 3448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 279513 members 
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	Iteration 130Q: 3 clusters Score -3.592474e+07 nChanged 3111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 282624 members 
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	Iteration 131Q: 3 clusters Score -3.59257e+07 nChanged 2691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 285315 members 
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	Iteration 132Q: 3 clusters Score -3.592644e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 287674 members 
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	Iteration 133Q: 3 clusters Score -3.592721e+07 nChanged 2001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 289675 members 
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	Iteration 134Q: 3 clusters Score -3.592778e+07 nChanged 1746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 291421 members 
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	Iteration 135Q: 3 clusters Score -3.592802e+07 nChanged 1516
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 292937 members 
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	Iteration 136Q: 3 clusters Score -3.592847e+07 nChanged 1329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 294266 members 
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	Iteration 137Q: 3 clusters Score -3.592877e+07 nChanged 1088
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 295352 members 
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	Iteration 138Q: 3 clusters Score -3.592907e+07 nChanged 916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 296268 members 
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	Iteration 139Q: 3 clusters Score -3.592934e+07 nChanged 803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 297069 members 
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	Iteration 140F: 3 clusters Score -3.592964e+07 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 297844 members 
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	Iteration 141Q: 3 clusters Score -3.592991e+07 nChanged 706
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 298550 members 
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	Iteration 142Q: 3 clusters Score -3.593006e+07 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 299169 members 
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	Iteration 143Q: 3 clusters Score -3.593014e+07 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 299704 members 
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	Iteration 144Q: 3 clusters Score -3.593007e+07 nChanged 487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 300189 members 
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	Iteration 145Q: 3 clusters Score -3.593012e+07 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 300591 members 
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	Iteration 146Q: 3 clusters Score -3.593012e+07 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 300938 members 
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	Iteration 147Q: 3 clusters Score -3.593023e+07 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 301241 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.593017e+07 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 301510 members 
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	Iteration 149Q: 3 clusters Score -3.593017e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 301741 members 
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	Iteration 150Q: 3 clusters Score -3.593017e+07 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 301939 members 
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	Iteration 151Q: 3 clusters Score -3.593018e+07 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 302145 members 
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	Iteration 152Q: 3 clusters Score -3.593016e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 302311 members 
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	Iteration 153Q: 3 clusters Score -3.593015e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 302457 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3.593012e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 302593 members 
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	Iteration 155Q: 3 clusters Score -3.59301e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 302718 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.592998e+07 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 302843 members 
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	Iteration 157Q: 3 clusters Score -3.592991e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 302956 members 
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	Iteration 158Q: 3 clusters Score -3.592988e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 303053 members 
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	Iteration 159Q: 3 clusters Score -3.59299e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 303143 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.59299e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 303222 members 
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	Iteration 161Q: 3 clusters Score -3.592988e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 303294 members 
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	Iteration 162Q: 3 clusters Score -3.592983e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 303368 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.592979e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 303424 members 
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	Iteration 164Q: 3 clusters Score -3.592972e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 303465 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.592968e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 303499 members 
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	Iteration 166Q: 3 clusters Score -3.592968e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3813 members 
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	Iteration 167Q: 3 clusters Score -3.592968e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3760 members 
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	Iteration 168Q: 3 clusters Score -3.592972e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 303649 members 
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	Iteration 169Q: 3 clusters Score -3.592967e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3660 members 
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	Iteration 170Q: 3 clusters Score -3.592965e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 303739 members 
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	Iteration 171Q: 3 clusters Score -3.592964e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 303780 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.592962e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 303811 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.592961e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 303845 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.592956e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 303879 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.592952e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 303908 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.592951e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3413 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.592952e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 303962 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.592952e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 303983 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.592955e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 304002 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3.592956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 304021 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.592954e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 304038 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.592954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 304050 members 
Entering Unmasked Estep 
Score: -35929524.000000 Penalty: 6267.334961
	Iteration 183Q: 3 clusters Score -3.592952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 304059 members 
Entering Unmasked Estep 
Score: -35929520.000000 Penalty: 6267.334961
	Iteration 184Q: 3 clusters Score -3.592952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 304077 members 
Entering Unmasked Estep 
Score: -35929524.000000 Penalty: 6267.334961
	Iteration 185Q: 3 clusters Score -3.592952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 304089 members 
Entering Unmasked Estep 
Score: -35929488.000000 Penalty: 6267.334961
	Iteration 186Q: 3 clusters Score -3.592949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 304098 members 
Entering Unmasked Estep 
Score: -35929472.000000 Penalty: 6267.334961
	Iteration 187Q: 3 clusters Score -3.592947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 304110 members 
Entering Unmasked Estep 
Score: -35929484.000000 Penalty: 6267.334961
	Iteration 188Q: 3 clusters Score -3.592948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 304122 members 
Entering Unmasked Estep 
Score: -35929476.000000 Penalty: 6267.334961
	Iteration 189Q: 3 clusters Score -3.592948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 304135 members 
Entering Unmasked Estep 
Score: -35929468.000000 Penalty: 6267.334961
	Iteration 190Q: 3 clusters Score -3.592947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 304148 members 
Entering Unmasked Estep 
Score: -35929504.000000 Penalty: 6267.334961
	Iteration 191Q: 3 clusters Score -3.59295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 304166 members 
Entering Unmasked Estep 
Score: -35929504.000000 Penalty: 6267.334961
	Iteration 192Q: 3 clusters Score -3.59295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 304176 members 
Entering Unmasked Estep 
Score: -35929516.000000 Penalty: 6267.334961
	Iteration 193Q: 3 clusters Score -3.592952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 304193 members 
Entering Unmasked Estep 
Score: -35929532.000000 Penalty: 6267.334961
	Iteration 194Q: 3 clusters Score -3.592953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 304204 members 
Entering Unmasked Estep 
Score: -35929520.000000 Penalty: 6267.334961
	Iteration 195Q: 3 clusters Score -3.592952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 304209 members 
Entering Unmasked Estep 
Score: -35929516.000000 Penalty: 6267.334961
	Iteration 196Q: 3 clusters Score -3.592952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 304217 members 
Entering Unmasked Estep 
Score: -35929500.000000 Penalty: 6267.334961
	Iteration 197Q: 3 clusters Score -3.59295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 304222 members 
Entering Unmasked Estep 
Score: -35929504.000000 Penalty: 6267.334961
	Iteration 198Q: 3 clusters Score -3.59295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 304227 members 
Entering Unmasked Estep 
Score: -35929504.000000 Penalty: 6267.334961
	Iteration 199Q: 3 clusters Score -3.59295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 304230 members 
Entering Unmasked Estep 
Score: -35929512.000000 Penalty: 6267.334961
	Iteration 200F: 3 clusters Score -3.592951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 304233 members 
Entering Unmasked Estep 
Score: -35929512.000000 Penalty: 6267.334961
	Iteration 201Q: 3 clusters Score -3.592951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 304237 members 
Entering Unmasked Estep 
Score: -35929488.000000 Penalty: 6267.334961
	Iteration 202Q: 3 clusters Score -3.592949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 304239 members 
Entering Unmasked Estep 
Score: -35929488.000000 Penalty: 6267.334961
	Iteration 203Q: 3 clusters Score -3.592949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 304243 members 
Entering Unmasked Estep 
Score: -35929516.000000 Penalty: 6267.334961
	Iteration 204Q: 3 clusters Score -3.592952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 304245 members 
Entering Unmasked Estep 
Score: -35929500.000000 Penalty: 6267.334961
	Iteration 205Q: 3 clusters Score -3.59295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 304248 members 
Entering Unmasked Estep 
Score: -35929508.000000 Penalty: 6267.334961
	Iteration 206Q: 3 clusters Score -3.592951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 304249 members 
Entering Unmasked Estep 
Score: -35929512.000000 Penalty: 6267.334961
	Iteration 207Q: 3 clusters Score -3.592951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 304250 members 
Entering Unmasked Estep 
Score: -35929500.000000 Penalty: 6267.334961
	Iteration 208Q: 3 clusters Score -3.59295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 304250 members 
Entering Unmasked Estep 
Score: -35929500.000000 Penalty: 6267.334961
	Iteration 209F: 3 clusters Score -3.59295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Entering Unmasked Estep 
Score: -9199763.000000 Penalty: 2792.484619
	Iteration 0F: 2 clusters Score -9199763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -9147756.000000 Penalty: 5584.969238
	Iteration 0F: 3 clusters Score -9147756 nChanged 36410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -9168665.000000 Penalty: 5584.969238
	Iteration 1F: 3 clusters Score -9168665 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -9169797.000000 Penalty: 5584.969238
	Iteration 2Q: 3 clusters Score -9169797 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -9171548.000000 Penalty: 5584.969238
	Iteration 3Q: 3 clusters Score -9171548 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -9174056.000000 Penalty: 5584.969238
	Iteration 4F: 3 clusters Score -9174056 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -9178042.000000 Penalty: 5584.969238
	Iteration 5F: 3 clusters Score -9178042 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -9183146.000000 Penalty: 5584.969238
	Iteration 6F: 3 clusters Score -9183146 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -9188265.000000 Penalty: 5584.969238
	Iteration 7F: 3 clusters Score -9188265 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -9191976.000000 Penalty: 5584.969238
	Iteration 8F: 3 clusters Score -9191976 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -9194121.000000 Penalty: 5584.969238
	Iteration 9Q: 3 clusters Score -9194121 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -9195179.000000 Penalty: 5584.969238
	Iteration 10Q: 3 clusters Score -9195179 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -9195783.000000 Penalty: 5584.969238
	Iteration 11Q: 3 clusters Score -9195783 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -9196189.000000 Penalty: 5584.969238
	Iteration 12Q: 3 clusters Score -9196189 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9196449.000000 Penalty: 5584.969238
	Iteration 13Q: 3 clusters Score -9196449 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -9196678.000000 Penalty: 5584.969238
	Iteration 14Q: 3 clusters Score -9196678 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -9196833.000000 Penalty: 5584.969238
	Iteration 15Q: 3 clusters Score -9196833 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -9196961.000000 Penalty: 5584.969238
	Iteration 16Q: 3 clusters Score -9196961 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -9197053.000000 Penalty: 5584.969238
	Iteration 17Q: 3 clusters Score -9197053 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9197156.000000 Penalty: 5584.969238
	Iteration 18Q: 3 clusters Score -9197156 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -9197238.000000 Penalty: 5584.969238
	Iteration 19Q: 3 clusters Score -9197238 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -9197327.000000 Penalty: 5584.969238
	Iteration 20F: 3 clusters Score -9197327 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9197414.000000 Penalty: 5584.969238
	Iteration 21Q: 3 clusters Score -9197414 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -9197517.000000 Penalty: 5584.969238
	Iteration 22Q: 3 clusters Score -9197517 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -9197585.000000 Penalty: 5584.969238
	Iteration 23Q: 3 clusters Score -9197585 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -9197667.000000 Penalty: 5584.969238
	Iteration 24Q: 3 clusters Score -9197667 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -9197740.000000 Penalty: 5584.969238
	Iteration 25Q: 3 clusters Score -9197740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9197763.000000 Penalty: 5584.969238
	Iteration 26Q: 3 clusters Score -9197763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9197808.000000 Penalty: 5584.969238
	Iteration 27Q: 3 clusters Score -9197808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9197864.000000 Penalty: 5584.969238
	Iteration 28Q: 3 clusters Score -9197864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9197897.000000 Penalty: 5584.969238
	Iteration 29Q: 3 clusters Score -9197897 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9197936.000000 Penalty: 5584.969238
	Iteration 30Q: 3 clusters Score -9197936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9197937.000000 Penalty: 5584.969238
	Iteration 31Q: 3 clusters Score -9197937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9197954.000000 Penalty: 5584.969238
	Iteration 32Q: 3 clusters Score -9197954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9197971.000000 Penalty: 5584.969238
	Iteration 33Q: 3 clusters Score -9197971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9197998.000000 Penalty: 5584.969238
	Iteration 34Q: 3 clusters Score -9197998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9198015.000000 Penalty: 5584.969238
	Iteration 35Q: 3 clusters Score -9198015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9198002.000000 Penalty: 5584.969238
	Iteration 36Q: 3 clusters Score -9198002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9198019.000000 Penalty: 5584.969238
	Iteration 37Q: 3 clusters Score -9198019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9198024.000000 Penalty: 5584.969238
	Iteration 38Q: 3 clusters Score -9198024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9198029.000000 Penalty: 5584.969238
	Iteration 39Q: 3 clusters Score -9198029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9198040.000000 Penalty: 5584.969238
	Iteration 40F: 3 clusters Score -9198040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9198045.000000 Penalty: 5584.969238
	Iteration 41Q: 3 clusters Score -9198045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9198053.000000 Penalty: 5584.969238
	Iteration 42Q: 3 clusters Score -9198053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9198047.000000 Penalty: 5584.969238
	Iteration 43Q: 3 clusters Score -9198047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9198037.000000 Penalty: 5584.969238
	Iteration 44Q: 3 clusters Score -9198037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9198045.000000 Penalty: 5584.969238
	Iteration 45Q: 3 clusters Score -9198045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9198060.000000 Penalty: 5584.969238
	Iteration 46Q: 3 clusters Score -9198060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9198058.000000 Penalty: 5584.969238
	Iteration 47Q: 3 clusters Score -9198058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9198062.000000 Penalty: 5584.969238
	Iteration 48Q: 3 clusters Score -9198062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9198066.000000 Penalty: 5584.969238
	Iteration 49Q: 3 clusters Score -9198066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9198060.000000 Penalty: 5584.969238
	Iteration 50Q: 3 clusters Score -9198060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9198069.000000 Penalty: 5584.969238
	Iteration 51Q: 3 clusters Score -9198069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9198060.000000 Penalty: 5584.969238
	Iteration 52Q: 3 clusters Score -9198060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9198067.000000 Penalty: 5584.969238
	Iteration 53Q: 3 clusters Score -9198067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9198090.000000 Penalty: 5584.969238
	Iteration 54Q: 3 clusters Score -9198090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9198078.000000 Penalty: 5584.969238
	Iteration 55Q: 3 clusters Score -9198078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9198083.000000 Penalty: 5584.969238
	Iteration 56Q: 3 clusters Score -9198083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9198086.000000 Penalty: 5584.969238
	Iteration 57Q: 3 clusters Score -9198086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9198078.000000 Penalty: 5584.969238
	Iteration 58Q: 3 clusters Score -9198078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9198081.000000 Penalty: 5584.969238
	Iteration 59Q: 3 clusters Score -9198081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9198095.000000 Penalty: 5584.969238
	Iteration 60F: 3 clusters Score -9198095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9198085.000000 Penalty: 5584.969238
	Iteration 61Q: 3 clusters Score -9198085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9198104.000000 Penalty: 5584.969238
	Iteration 62Q: 3 clusters Score -9198104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9198112.000000 Penalty: 5584.969238
	Iteration 63Q: 3 clusters Score -9198112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9198116.000000 Penalty: 5584.969238
	Iteration 64Q: 3 clusters Score -9198116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9198115.000000 Penalty: 5584.969238
	Iteration 65Q: 3 clusters Score -9198115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9198106.000000 Penalty: 5584.969238
	Iteration 66Q: 3 clusters Score -9198106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9198089.000000 Penalty: 5584.969238
	Iteration 67Q: 3 clusters Score -9198089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9198088.000000 Penalty: 5584.969238
	Iteration 68Q: 3 clusters Score -9198088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9198095.000000 Penalty: 5584.969238
	Iteration 69Q: 3 clusters Score -9198095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9198096.000000 Penalty: 5584.969238
	Iteration 70Q: 3 clusters Score -9198096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9198094.000000 Penalty: 5584.969238
	Iteration 71Q: 3 clusters Score -9198094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9198095.000000 Penalty: 5584.969238
	Iteration 72Q: 3 clusters Score -9198095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9198087.000000 Penalty: 5584.969238
	Iteration 73Q: 3 clusters Score -9198087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9198090.000000 Penalty: 5584.969238
	Iteration 74Q: 3 clusters Score -9198090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9198089.000000 Penalty: 5584.969238
	Iteration 75Q: 3 clusters Score -9198089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9198091.000000 Penalty: 5584.969238
	Iteration 76Q: 3 clusters Score -9198091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9198099.000000 Penalty: 5584.969238
	Iteration 77Q: 3 clusters Score -9198099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9198099.000000 Penalty: 5584.969238
	Iteration 78F: 3 clusters Score -9198099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Entering Unmasked Estep 
Score: -2551955.750000 Penalty: 2473.862061
	Iteration 0F: 2 clusters Score -2551956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2536922.750000 Penalty: 4947.724121
	Iteration 0F: 3 clusters Score -2536923 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2541998.250000 Penalty: 4947.724121
	Iteration 1F: 3 clusters Score -2541998 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2542582.750000 Penalty: 4947.724121
	Iteration 2F: 3 clusters Score -2542583 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2543138.000000 Penalty: 4947.724121
	Iteration 3F: 3 clusters Score -2543138 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2543733.250000 Penalty: 4947.724121
	Iteration 4F: 3 clusters Score -2543733 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2544466.500000 Penalty: 4947.724121
	Iteration 5F: 3 clusters Score -2544466 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2545413.250000 Penalty: 4947.724121
	Iteration 6F: 3 clusters Score -2545413 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2546635.750000 Penalty: 4947.724121
	Iteration 7F: 3 clusters Score -2546636 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2547814.500000 Penalty: 4947.724121
	Iteration 8F: 3 clusters Score -2547814 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2548520.250000 Penalty: 4947.724121
	Iteration 9Q: 3 clusters Score -2548520 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2548904.000000 Penalty: 4947.724121
	Iteration 10Q: 3 clusters Score -2548904 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2549084.750000 Penalty: 4947.724121
	Iteration 11Q: 3 clusters Score -2549085 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2549200.000000 Penalty: 4947.724121
	Iteration 12Q: 3 clusters Score -2549200 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2549300.250000 Penalty: 4947.724121
	Iteration 13Q: 3 clusters Score -2549300 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2549369.000000 Penalty: 4947.724121
	Iteration 14Q: 3 clusters Score -2549369 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2549429.750000 Penalty: 4947.724121
	Iteration 15Q: 3 clusters Score -2549430 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2549479.000000 Penalty: 4947.724121
	Iteration 16Q: 3 clusters Score -2549479 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2549536.000000 Penalty: 4947.724121
	Iteration 17Q: 3 clusters Score -2549536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2549589.250000 Penalty: 4947.724121
	Iteration 18Q: 3 clusters Score -2549589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2549635.250000 Penalty: 4947.724121
	Iteration 19Q: 3 clusters Score -2549635 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2549681.250000 Penalty: 4947.724121
	Iteration 20F: 3 clusters Score -2549681 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2549729.750000 Penalty: 4947.724121
	Iteration 21Q: 3 clusters Score -2549730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2549781.500000 Penalty: 4947.724121
	Iteration 22Q: 3 clusters Score -2549782 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2549819.000000 Penalty: 4947.724121
	Iteration 23Q: 3 clusters Score -2549819 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2549847.750000 Penalty: 4947.724121
	Iteration 24Q: 3 clusters Score -2549848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2549873.500000 Penalty: 4947.724121
	Iteration 25Q: 3 clusters Score -2549874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2549899.750000 Penalty: 4947.724121
	Iteration 26Q: 3 clusters Score -2549900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2549928.500000 Penalty: 4947.724121
	Iteration 27Q: 3 clusters Score -2549928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2549952.000000 Penalty: 4947.724121
	Iteration 28Q: 3 clusters Score -2549952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2549966.250000 Penalty: 4947.724121
	Iteration 29Q: 3 clusters Score -2549966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2549977.500000 Penalty: 4947.724121
	Iteration 30Q: 3 clusters Score -2549978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2549992.250000 Penalty: 4947.724121
	Iteration 31Q: 3 clusters Score -2549992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2550007.250000 Penalty: 4947.724121
	Iteration 32Q: 3 clusters Score -2550007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2550017.250000 Penalty: 4947.724121
	Iteration 33Q: 3 clusters Score -2550017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2550038.750000 Penalty: 4947.724121
	Iteration 34Q: 3 clusters Score -2550039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2550046.750000 Penalty: 4947.724121
	Iteration 35Q: 3 clusters Score -2550047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2550053.750000 Penalty: 4947.724121
	Iteration 36Q: 3 clusters Score -2550054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2550061.000000 Penalty: 4947.724121
	Iteration 37Q: 3 clusters Score -2550061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2550079.250000 Penalty: 4947.724121
	Iteration 38Q: 3 clusters Score -2550079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2550091.250000 Penalty: 4947.724121
	Iteration 39Q: 3 clusters Score -2550091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2550088.000000 Penalty: 4947.724121
	Iteration 40F: 3 clusters Score -2550088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2550093.750000 Penalty: 4947.724121
	Iteration 41Q: 3 clusters Score -2550094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2550098.500000 Penalty: 4947.724121
	Iteration 42Q: 3 clusters Score -2550098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2550103.250000 Penalty: 4947.724121
	Iteration 43Q: 3 clusters Score -2550103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2550104.250000 Penalty: 4947.724121
	Iteration 44Q: 3 clusters Score -2550104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2550109.000000 Penalty: 4947.724121
	Iteration 45Q: 3 clusters Score -2550109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2550112.250000 Penalty: 4947.724121
	Iteration 46Q: 3 clusters Score -2550112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2550112.750000 Penalty: 4947.724121
	Iteration 47Q: 3 clusters Score -2550113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2550115.000000 Penalty: 4947.724121
	Iteration 48Q: 3 clusters Score -2550115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2550112.250000 Penalty: 4947.724121
	Iteration 49Q: 3 clusters Score -2550112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2550116.500000 Penalty: 4947.724121
	Iteration 50Q: 3 clusters Score -2550116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2550121.000000 Penalty: 4947.724121
	Iteration 51Q: 3 clusters Score -2550121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2550120.750000 Penalty: 4947.724121
	Iteration 52Q: 3 clusters Score -2550121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2550117.500000 Penalty: 4947.724121
	Iteration 53Q: 3 clusters Score -2550118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2550122.250000 Penalty: 4947.724121
	Iteration 54Q: 3 clusters Score -2550122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2550123.500000 Penalty: 4947.724121
	Iteration 55Q: 3 clusters Score -2550124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2550125.750000 Penalty: 4947.724121
	Iteration 56Q: 3 clusters Score -2550126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2550133.500000 Penalty: 4947.724121
	Iteration 57Q: 3 clusters Score -2550134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2550139.500000 Penalty: 4947.724121
	Iteration 58Q: 3 clusters Score -2550140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2550139.000000 Penalty: 4947.724121
	Iteration 59Q: 3 clusters Score -2550139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2550140.750000 Penalty: 4947.724121
	Iteration 60F: 3 clusters Score -2550141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2550139.250000 Penalty: 4947.724121
	Iteration 61Q: 3 clusters Score -2550139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2550140.000000 Penalty: 4947.724121
	Iteration 62Q: 3 clusters Score -2550140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2550146.500000 Penalty: 4947.724121
	Iteration 63Q: 3 clusters Score -2550146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2550150.250000 Penalty: 4947.724121
	Iteration 64Q: 3 clusters Score -2550150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2550151.750000 Penalty: 4947.724121
	Iteration 65Q: 3 clusters Score -2550152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2550154.500000 Penalty: 4947.724121
	Iteration 66Q: 3 clusters Score -2550154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2550158.250000 Penalty: 4947.724121
	Iteration 67Q: 3 clusters Score -2550158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2550157.500000 Penalty: 4947.724121
	Iteration 68Q: 3 clusters Score -2550158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2550163.500000 Penalty: 4947.724121
	Iteration 69Q: 3 clusters Score -2550164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2550161.250000 Penalty: 4947.724121
	Iteration 70Q: 3 clusters Score -2550161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2550159.250000 Penalty: 4947.724121
	Iteration 71Q: 3 clusters Score -2550159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2550158.750000 Penalty: 4947.724121
	Iteration 72Q: 3 clusters Score -2550159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2550158.750000 Penalty: 4947.724121
	Iteration 73Q: 3 clusters Score -2550159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2550160.500000 Penalty: 4947.724121
	Iteration 74Q: 3 clusters Score -2550160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2550161.500000 Penalty: 4947.724121
	Iteration 75Q: 3 clusters Score -2550162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2550159.000000 Penalty: 4947.724121
	Iteration 76Q: 3 clusters Score -2550159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2550159.000000 Penalty: 4947.724121
	Iteration 77Q: 3 clusters Score -2550159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2550159.000000 Penalty: 4947.724121
	Iteration 78F: 3 clusters Score -2550159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Entering Unmasked Estep 
Score: -3526360.000000 Penalty: 2552.964355
	Iteration 0F: 2 clusters Score -3526360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3505947.750000 Penalty: 5105.928711
	Iteration 0F: 3 clusters Score -3505948 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3513258.000000 Penalty: 5105.928711
	Iteration 1F: 3 clusters Score -3513258 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3513792.250000 Penalty: 5105.928711
	Iteration 2Q: 3 clusters Score -3513792 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3514376.000000 Penalty: 5105.928711
	Iteration 3Q: 3 clusters Score -3514376 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3514994.500000 Penalty: 5105.928711
	Iteration 4Q: 3 clusters Score -3514994 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3515808.250000 Penalty: 5105.928711
	Iteration 5F: 3 clusters Score -3515808 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3516964.250000 Penalty: 5105.928711
	Iteration 6F: 3 clusters Score -3516964 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3518569.500000 Penalty: 5105.928711
	Iteration 7F: 3 clusters Score -3518570 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3520365.250000 Penalty: 5105.928711
	Iteration 8F: 3 clusters Score -3520365 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3521936.750000 Penalty: 5105.928711
	Iteration 9F: 3 clusters Score -3521937 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3522942.250000 Penalty: 5105.928711
	Iteration 10Q: 3 clusters Score -3522942 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3523534.250000 Penalty: 5105.928711
	Iteration 11Q: 3 clusters Score -3523534 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3523832.500000 Penalty: 5105.928711
	Iteration 12Q: 3 clusters Score -3523832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3523971.500000 Penalty: 5105.928711
	Iteration 13Q: 3 clusters Score -3523972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3524051.000000 Penalty: 5105.928711
	Iteration 14Q: 3 clusters Score -3524051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3524125.250000 Penalty: 5105.928711
	Iteration 15Q: 3 clusters Score -3524125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3524154.000000 Penalty: 5105.928711
	Iteration 16Q: 3 clusters Score -3524154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3524182.500000 Penalty: 5105.928711
	Iteration 17Q: 3 clusters Score -3524182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3524201.250000 Penalty: 5105.928711
	Iteration 18Q: 3 clusters Score -3524201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3524223.000000 Penalty: 5105.928711
	Iteration 19Q: 3 clusters Score -3524223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3524237.500000 Penalty: 5105.928711
	Iteration 20F: 3 clusters Score -3524238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3524245.000000 Penalty: 5105.928711
	Iteration 21Q: 3 clusters Score -3524245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3524258.750000 Penalty: 5105.928711
	Iteration 22Q: 3 clusters Score -3524259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3524269.000000 Penalty: 5105.928711
	Iteration 23Q: 3 clusters Score -3524269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3524281.500000 Penalty: 5105.928711
	Iteration 24Q: 3 clusters Score -3524282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3524294.250000 Penalty: 5105.928711
	Iteration 25Q: 3 clusters Score -3524294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3524301.250000 Penalty: 5105.928711
	Iteration 26Q: 3 clusters Score -3524301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3524310.250000 Penalty: 5105.928711
	Iteration 27Q: 3 clusters Score -3524310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3524318.000000 Penalty: 5105.928711
	Iteration 28Q: 3 clusters Score -3524318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3524321.000000 Penalty: 5105.928711
	Iteration 29Q: 3 clusters Score -3524321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3524320.500000 Penalty: 5105.928711
	Iteration 30Q: 3 clusters Score -3524320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3524327.750000 Penalty: 5105.928711
	Iteration 31Q: 3 clusters Score -3524328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3524330.000000 Penalty: 5105.928711
	Iteration 32Q: 3 clusters Score -3524330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -3524336.500000 Penalty: 5105.928711
	Iteration 33Q: 3 clusters Score -3524336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3524335.250000 Penalty: 5105.928711
	Iteration 34Q: 3 clusters Score -3524335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3524336.500000 Penalty: 5105.928711
	Iteration 35Q: 3 clusters Score -3524336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3524335.500000 Penalty: 5105.928711
	Iteration 36Q: 3 clusters Score -3524336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3524335.500000 Penalty: 5105.928711
	Iteration 37F: 3 clusters Score -3524336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -212668.593750 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -212668.6 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 907 members 
Entering Unmasked Estep 
Score: -210101.515625 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -210101.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210529.593750 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -210529.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210657.125000 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -210657.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210730.750000 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -210730.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210788.671875 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -210788.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210817.671875 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -210817.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210836.484375 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -210836.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210849.953125 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -210850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210861.937500 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -210861.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210871.593750 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -210871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210882.500000 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -210882.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210892.109375 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -210892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210896.171875 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -210896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -210898.968750 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -210899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210900.046875 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -210900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210903.531250 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -210903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -210907.031250 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -210907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -210910.015625 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -210910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210913.375000 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -210913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210918.500000 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -210918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210921.703125 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -210921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -210924.562500 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -210924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210928.406250 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -210928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210931.812500 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -210931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210936.218750 Penalty: 3731.378906
	Iteration 24Q: 3 clusters Score -210936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210937.109375 Penalty: 3731.378906
	Iteration 25Q: 3 clusters Score -210937.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210937.109375 Penalty: 3731.378906
	Iteration 26F: 3 clusters Score -210937.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Entering Unmasked Estep 
Score: -4782190.000000 Penalty: 2630.715332
	Iteration 0F: 2 clusters Score -4782190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4754823.500000 Penalty: 5261.430664
	Iteration 0F: 3 clusters Score -4754824 nChanged 18559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4764887.000000 Penalty: 5261.430664
	Iteration 1F: 3 clusters Score -4764887 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4765371.500000 Penalty: 5261.430664
	Iteration 2Q: 3 clusters Score -4765372 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4765888.000000 Penalty: 5261.430664
	Iteration 3Q: 3 clusters Score -4765888 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4766497.500000 Penalty: 5261.430664
	Iteration 4Q: 3 clusters Score -4766498 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4767173.000000 Penalty: 5261.430664
	Iteration 5Q: 3 clusters Score -4767173 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4768198.500000 Penalty: 5261.430664
	Iteration 6Q: 3 clusters Score -4768198 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -4769760.000000 Penalty: 5261.430664
	Iteration 7F: 3 clusters Score -4769760 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4771933.500000 Penalty: 5261.430664
	Iteration 8F: 3 clusters Score -4771934 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4774482.500000 Penalty: 5261.430664
	Iteration 9F: 3 clusters Score -4774482 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4776644.500000 Penalty: 5261.430664
	Iteration 10F: 3 clusters Score -4776644 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4778081.500000 Penalty: 5261.430664
	Iteration 11Q: 3 clusters Score -4778082 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4779048.000000 Penalty: 5261.430664
	Iteration 12Q: 3 clusters Score -4779048 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4779540.500000 Penalty: 5261.430664
	Iteration 13Q: 3 clusters Score -4779540 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4779754.000000 Penalty: 5261.430664
	Iteration 14Q: 3 clusters Score -4779754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4779868.000000 Penalty: 5261.430664
	Iteration 15Q: 3 clusters Score -4779868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4779932.000000 Penalty: 5261.430664
	Iteration 16Q: 3 clusters Score -4779932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4779966.000000 Penalty: 5261.430664
	Iteration 17Q: 3 clusters Score -4779966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4779991.500000 Penalty: 5261.430664
	Iteration 18Q: 3 clusters Score -4779992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4780007.500000 Penalty: 5261.430664
	Iteration 19Q: 3 clusters Score -4780008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4780033.000000 Penalty: 5261.430664
	Iteration 20F: 3 clusters Score -4780033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4780035.500000 Penalty: 5261.430664
	Iteration 21Q: 3 clusters Score -4780036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4780052.000000 Penalty: 5261.430664
	Iteration 22Q: 3 clusters Score -4780052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4780061.000000 Penalty: 5261.430664
	Iteration 23Q: 3 clusters Score -4780061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4780066.000000 Penalty: 5261.430664
	Iteration 24Q: 3 clusters Score -4780066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4780071.500000 Penalty: 5261.430664
	Iteration 25Q: 3 clusters Score -4780072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4780076.000000 Penalty: 5261.430664
	Iteration 26Q: 3 clusters Score -4780076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4780083.500000 Penalty: 5261.430664
	Iteration 27Q: 3 clusters Score -4780084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4780080.500000 Penalty: 5261.430664
	Iteration 28Q: 3 clusters Score -4780080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4780087.000000 Penalty: 5261.430664
	Iteration 29Q: 3 clusters Score -4780087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4780090.500000 Penalty: 5261.430664
	Iteration 30Q: 3 clusters Score -4780090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4780089.000000 Penalty: 5261.430664
	Iteration 31Q: 3 clusters Score -4780089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4780087.000000 Penalty: 5261.430664
	Iteration 32Q: 3 clusters Score -4780087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4780089.000000 Penalty: 5261.430664
	Iteration 33Q: 3 clusters Score -4780089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4780079.500000 Penalty: 5261.430664
	Iteration 34Q: 3 clusters Score -4780080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4780091.500000 Penalty: 5261.430664
	Iteration 35Q: 3 clusters Score -4780092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4780093.000000 Penalty: 5261.430664
	Iteration 36Q: 3 clusters Score -4780093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4780094.500000 Penalty: 5261.430664
	Iteration 37Q: 3 clusters Score -4780094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4780095.000000 Penalty: 5261.430664
	Iteration 38Q: 3 clusters Score -4780095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4780095.000000 Penalty: 5261.430664
	Iteration 39Q: 3 clusters Score -4780095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4780099.000000 Penalty: 5261.430664
	Iteration 40F: 3 clusters Score -4780099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4780100.500000 Penalty: 5261.430664
	Iteration 41Q: 3 clusters Score -4780100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4780107.000000 Penalty: 5261.430664
	Iteration 42Q: 3 clusters Score -4780107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4780105.500000 Penalty: 5261.430664
	Iteration 43Q: 3 clusters Score -4780106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4780100.000000 Penalty: 5261.430664
	Iteration 44Q: 3 clusters Score -4780100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4780100.000000 Penalty: 5261.430664
	Iteration 45F: 3 clusters Score -4780100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -137273.656250 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -137273.7 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 594 members 
Entering Unmasked Estep 
Score: -135216.296875 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -135216.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135552.906250 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -135552.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135668.531250 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -135668.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135766.718750 Penalty: 3515.436523
	Iteration 3F: 3 clusters Score -135766.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135819.281250 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -135819.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -135849.828125 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -135849.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135882.953125 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -135883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135921.109375 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -135921.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135971.921875 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -135971.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136006.187500 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -136006.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136026.156250 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -136026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136063.968750 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -136064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136134.796875 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -136134.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -136173.984375 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -136174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136205.421875 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -136205.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136223.859375 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -136223.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136235.250000 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -136235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136252.328125 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -136252.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -136270.546875 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -136270.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -136285.265625 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -136285.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136296.125000 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -136296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -136303.515625 Penalty: 3515.436523
	Iteration 21Q: 3 clusters Score -136303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -136307.000000 Penalty: 3515.436523
	Iteration 22Q: 3 clusters Score -136307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -136309.218750 Penalty: 3515.436523
	Iteration 23Q: 3 clusters Score -136309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -136313.453125 Penalty: 3515.436523
	Iteration 24Q: 3 clusters Score -136313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -136318.281250 Penalty: 3515.436523
	Iteration 25Q: 3 clusters Score -136318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -136328.328125 Penalty: 3515.436523
	Iteration 26Q: 3 clusters Score -136328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136343.953125 Penalty: 3515.436523
	Iteration 27Q: 3 clusters Score -136344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -136354.328125 Penalty: 3515.436523
	Iteration 28Q: 3 clusters Score -136354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136357.546875 Penalty: 3515.436523
	Iteration 29Q: 3 clusters Score -136357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136359.765625 Penalty: 3515.436523
	Iteration 30Q: 3 clusters Score -136359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -136362.484375 Penalty: 3515.436523
	Iteration 31Q: 3 clusters Score -136362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -136363.562500 Penalty: 3515.436523
	Iteration 32Q: 3 clusters Score -136363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -136363.562500 Penalty: 3515.436523
	Iteration 33F: 3 clusters Score -136363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Entering Unmasked Estep 
Score: -2243347.750000 Penalty: 2447.447754
	Iteration 0F: 2 clusters Score -2243348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2229636.750000 Penalty: 4894.895508
	Iteration 0F: 3 clusters Score -2229637 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2234242.750000 Penalty: 4894.895508
	Iteration 1F: 3 clusters Score -2234243 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2234667.500000 Penalty: 4894.895508
	Iteration 2F: 3 clusters Score -2234668 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2235023.500000 Penalty: 4894.895508
	Iteration 3Q: 3 clusters Score -2235024 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2235344.000000 Penalty: 4894.895508
	Iteration 4Q: 3 clusters Score -2235344 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2235654.750000 Penalty: 4894.895508
	Iteration 5Q: 3 clusters Score -2235655 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2235973.000000 Penalty: 4894.895508
	Iteration 6Q: 3 clusters Score -2235973 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2236349.750000 Penalty: 4894.895508
	Iteration 7Q: 3 clusters Score -2236350 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2236816.000000 Penalty: 4894.895508
	Iteration 8Q: 3 clusters Score -2236816 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2237404.250000 Penalty: 4894.895508
	Iteration 9Q: 3 clusters Score -2237404 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2238068.750000 Penalty: 4894.895508
	Iteration 10Q: 3 clusters Score -2238069 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2238777.250000 Penalty: 4894.895508
	Iteration 11Q: 3 clusters Score -2238777 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2239412.250000 Penalty: 4894.895508
	Iteration 12Q: 3 clusters Score -2239412 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2239922.250000 Penalty: 4894.895508
	Iteration 13Q: 3 clusters Score -2239922 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2240278.250000 Penalty: 4894.895508
	Iteration 14Q: 3 clusters Score -2240278 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2240528.750000 Penalty: 4894.895508
	Iteration 15Q: 3 clusters Score -2240529 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2240699.250000 Penalty: 4894.895508
	Iteration 16Q: 3 clusters Score -2240699 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2240840.250000 Penalty: 4894.895508
	Iteration 17Q: 3 clusters Score -2240840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2240926.500000 Penalty: 4894.895508
	Iteration 18Q: 3 clusters Score -2240926 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2240992.000000 Penalty: 4894.895508
	Iteration 19Q: 3 clusters Score -2240992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2241040.000000 Penalty: 4894.895508
	Iteration 20F: 3 clusters Score -2241040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2241079.750000 Penalty: 4894.895508
	Iteration 21Q: 3 clusters Score -2241080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2241105.000000 Penalty: 4894.895508
	Iteration 22Q: 3 clusters Score -2241105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2241117.500000 Penalty: 4894.895508
	Iteration 23Q: 3 clusters Score -2241118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2241126.250000 Penalty: 4894.895508
	Iteration 24Q: 3 clusters Score -2241126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2241136.500000 Penalty: 4894.895508
	Iteration 25Q: 3 clusters Score -2241136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2241148.250000 Penalty: 4894.895508
	Iteration 26Q: 3 clusters Score -2241148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2241158.500000 Penalty: 4894.895508
	Iteration 27Q: 3 clusters Score -2241158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2241171.500000 Penalty: 4894.895508
	Iteration 28Q: 3 clusters Score -2241172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2241173.500000 Penalty: 4894.895508
	Iteration 29Q: 3 clusters Score -2241174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2241185.500000 Penalty: 4894.895508
	Iteration 30Q: 3 clusters Score -2241186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2241200.500000 Penalty: 4894.895508
	Iteration 31Q: 3 clusters Score -2241200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2241212.750000 Penalty: 4894.895508
	Iteration 32Q: 3 clusters Score -2241213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2241219.250000 Penalty: 4894.895508
	Iteration 33Q: 3 clusters Score -2241219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2241226.000000 Penalty: 4894.895508
	Iteration 34Q: 3 clusters Score -2241226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2241237.000000 Penalty: 4894.895508
	Iteration 35Q: 3 clusters Score -2241237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2241240.500000 Penalty: 4894.895508
	Iteration 36Q: 3 clusters Score -2241240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2241241.250000 Penalty: 4894.895508
	Iteration 37Q: 3 clusters Score -2241241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2241247.500000 Penalty: 4894.895508
	Iteration 38Q: 3 clusters Score -2241248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2241250.000000 Penalty: 4894.895508
	Iteration 39Q: 3 clusters Score -2241250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2241252.500000 Penalty: 4894.895508
	Iteration 40F: 3 clusters Score -2241252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2241254.000000 Penalty: 4894.895508
	Iteration 41Q: 3 clusters Score -2241254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2241257.750000 Penalty: 4894.895508
	Iteration 42Q: 3 clusters Score -2241258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2241264.000000 Penalty: 4894.895508
	Iteration 43Q: 3 clusters Score -2241264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2241264.500000 Penalty: 4894.895508
	Iteration 44Q: 3 clusters Score -2241264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2241271.000000 Penalty: 4894.895508
	Iteration 45Q: 3 clusters Score -2241271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2241273.500000 Penalty: 4894.895508
	Iteration 46Q: 3 clusters Score -2241274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2241279.500000 Penalty: 4894.895508
	Iteration 47Q: 3 clusters Score -2241280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2241282.500000 Penalty: 4894.895508
	Iteration 48Q: 3 clusters Score -2241282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2241286.000000 Penalty: 4894.895508
	Iteration 49Q: 3 clusters Score -2241286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2241286.500000 Penalty: 4894.895508
	Iteration 50Q: 3 clusters Score -2241286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2241289.750000 Penalty: 4894.895508
	Iteration 51Q: 3 clusters Score -2241290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2241290.750000 Penalty: 4894.895508
	Iteration 52Q: 3 clusters Score -2241291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2241292.250000 Penalty: 4894.895508
	Iteration 53Q: 3 clusters Score -2241292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2241292.500000 Penalty: 4894.895508
	Iteration 54Q: 3 clusters Score -2241292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2241293.000000 Penalty: 4894.895508
	Iteration 55Q: 3 clusters Score -2241293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2241294.500000 Penalty: 4894.895508
	Iteration 56Q: 3 clusters Score -2241294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2241294.500000 Penalty: 4894.895508
	Iteration 57F: 3 clusters Score -2241294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -97746.398438 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -97746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95917.632812 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -95917.63 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96195.882812 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -96195.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96251.312500 Penalty: 3351.438477
	Iteration 2Q: 3 clusters Score -96251.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96278.890625 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -96278.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96292.781250 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -96292.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96300.953125 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -96300.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96304.007812 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -96304.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96311.429688 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -96311.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96312.734375 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -96312.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96312.734375 Penalty: 3351.438477
	Iteration 9F: 3 clusters Score -96312.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Entering Unmasked Estep 
Score: -1405013.250000 Penalty: 2345.753662
	Iteration 0F: 2 clusters Score -1405013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1395542.125000 Penalty: 4691.507324
	Iteration 0F: 3 clusters Score -1395542 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1398454.875000 Penalty: 4691.507324
	Iteration 1F: 3 clusters Score -1398455 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1398827.000000 Penalty: 4691.507324
	Iteration 2F: 3 clusters Score -1398827 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1399126.625000 Penalty: 4691.507324
	Iteration 3F: 3 clusters Score -1399127 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1399385.500000 Penalty: 4691.507324
	Iteration 4Q: 3 clusters Score -1399386 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1399623.625000 Penalty: 4691.507324
	Iteration 5Q: 3 clusters Score -1399624 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1399843.000000 Penalty: 4691.507324
	Iteration 6Q: 3 clusters Score -1399843 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1400079.250000 Penalty: 4691.507324
	Iteration 7Q: 3 clusters Score -1400079 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1400360.875000 Penalty: 4691.507324
	Iteration 8Q: 3 clusters Score -1400361 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1400646.250000 Penalty: 4691.507324
	Iteration 9Q: 3 clusters Score -1400646 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1400946.125000 Penalty: 4691.507324
	Iteration 10Q: 3 clusters Score -1400946 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1401311.750000 Penalty: 4691.507324
	Iteration 11Q: 3 clusters Score -1401312 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1401628.750000 Penalty: 4691.507324
	Iteration 12Q: 3 clusters Score -1401629 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1401892.500000 Penalty: 4691.507324
	Iteration 13Q: 3 clusters Score -1401892 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1402087.125000 Penalty: 4691.507324
	Iteration 14Q: 3 clusters Score -1402087 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1402203.250000 Penalty: 4691.507324
	Iteration 15Q: 3 clusters Score -1402203 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1402277.375000 Penalty: 4691.507324
	Iteration 16Q: 3 clusters Score -1402277 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1402334.875000 Penalty: 4691.507324
	Iteration 17Q: 3 clusters Score -1402335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1402369.250000 Penalty: 4691.507324
	Iteration 18Q: 3 clusters Score -1402369 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1402394.250000 Penalty: 4691.507324
	Iteration 19Q: 3 clusters Score -1402394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1402410.125000 Penalty: 4691.507324
	Iteration 20F: 3 clusters Score -1402410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1402429.000000 Penalty: 4691.507324
	Iteration 21Q: 3 clusters Score -1402429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1402433.125000 Penalty: 4691.507324
	Iteration 22Q: 3 clusters Score -1402433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1402441.750000 Penalty: 4691.507324
	Iteration 23Q: 3 clusters Score -1402442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1402451.000000 Penalty: 4691.507324
	Iteration 24Q: 3 clusters Score -1402451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1402453.625000 Penalty: 4691.507324
	Iteration 25Q: 3 clusters Score -1402454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1402460.375000 Penalty: 4691.507324
	Iteration 26Q: 3 clusters Score -1402460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1402461.375000 Penalty: 4691.507324
	Iteration 27Q: 3 clusters Score -1402461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1402461.375000 Penalty: 4691.507324
	Iteration 28Q: 3 clusters Score -1402461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1402462.125000 Penalty: 4691.507324
	Iteration 29Q: 3 clusters Score -1402462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1402463.500000 Penalty: 4691.507324
	Iteration 30Q: 3 clusters Score -1402464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1402466.750000 Penalty: 4691.507324
	Iteration 31Q: 3 clusters Score -1402467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1402467.375000 Penalty: 4691.507324
	Iteration 32Q: 3 clusters Score -1402467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1402469.375000 Penalty: 4691.507324
	Iteration 33Q: 3 clusters Score -1402469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1402477.625000 Penalty: 4691.507324
	Iteration 34Q: 3 clusters Score -1402478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1402479.750000 Penalty: 4691.507324
	Iteration 35Q: 3 clusters Score -1402480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1402479.375000 Penalty: 4691.507324
	Iteration 36Q: 3 clusters Score -1402479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1402485.625000 Penalty: 4691.507324
	Iteration 37Q: 3 clusters Score -1402486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1402483.500000 Penalty: 4691.507324
	Iteration 38Q: 3 clusters Score -1402484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1402481.250000 Penalty: 4691.507324
	Iteration 39Q: 3 clusters Score -1402481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1402487.000000 Penalty: 4691.507324
	Iteration 40F: 3 clusters Score -1402487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1402490.625000 Penalty: 4691.507324
	Iteration 41Q: 3 clusters Score -1402491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1402495.000000 Penalty: 4691.507324
	Iteration 42Q: 3 clusters Score -1402495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1402492.625000 Penalty: 4691.507324
	Iteration 43Q: 3 clusters Score -1402493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1402493.875000 Penalty: 4691.507324
	Iteration 44Q: 3 clusters Score -1402494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1402493.500000 Penalty: 4691.507324
	Iteration 45Q: 3 clusters Score -1402494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1402496.125000 Penalty: 4691.507324
	Iteration 46Q: 3 clusters Score -1402496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1402495.625000 Penalty: 4691.507324
	Iteration 47Q: 3 clusters Score -1402496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1402498.375000 Penalty: 4691.507324
	Iteration 48Q: 3 clusters Score -1402498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1402498.375000 Penalty: 4691.507324
	Iteration 49Q: 3 clusters Score -1402498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1402504.250000 Penalty: 4691.507324
	Iteration 50Q: 3 clusters Score -1402504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1402506.875000 Penalty: 4691.507324
	Iteration 51Q: 3 clusters Score -1402507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1402504.625000 Penalty: 4691.507324
	Iteration 52Q: 3 clusters Score -1402505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1402506.125000 Penalty: 4691.507324
	Iteration 53Q: 3 clusters Score -1402506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1402508.250000 Penalty: 4691.507324
	Iteration 54Q: 3 clusters Score -1402508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1402508.875000 Penalty: 4691.507324
	Iteration 55Q: 3 clusters Score -1402509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1402511.375000 Penalty: 4691.507324
	Iteration 56Q: 3 clusters Score -1402511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1402518.375000 Penalty: 4691.507324
	Iteration 57Q: 3 clusters Score -1402518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1402516.875000 Penalty: 4691.507324
	Iteration 58Q: 3 clusters Score -1402517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1402517.750000 Penalty: 4691.507324
	Iteration 59Q: 3 clusters Score -1402518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1402520.250000 Penalty: 4691.507324
	Iteration 60F: 3 clusters Score -1402520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1402521.500000 Penalty: 4691.507324
	Iteration 61Q: 3 clusters Score -1402522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1402520.750000 Penalty: 4691.507324
	Iteration 62Q: 3 clusters Score -1402521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1402520.250000 Penalty: 4691.507324
	Iteration 63Q: 3 clusters Score -1402520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1402524.625000 Penalty: 4691.507324
	Iteration 64Q: 3 clusters Score -1402525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1402525.250000 Penalty: 4691.507324
	Iteration 65Q: 3 clusters Score -1402525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1402524.625000 Penalty: 4691.507324
	Iteration 66Q: 3 clusters Score -1402525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1402528.000000 Penalty: 4691.507324
	Iteration 67Q: 3 clusters Score -1402528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1402527.375000 Penalty: 4691.507324
	Iteration 68Q: 3 clusters Score -1402527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1402528.875000 Penalty: 4691.507324
	Iteration 69Q: 3 clusters Score -1402529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1402530.500000 Penalty: 4691.507324
	Iteration 70Q: 3 clusters Score -1402530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1402531.750000 Penalty: 4691.507324
	Iteration 71Q: 3 clusters Score -1402532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1402533.250000 Penalty: 4691.507324
	Iteration 72Q: 3 clusters Score -1402533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1402536.375000 Penalty: 4691.507324
	Iteration 73Q: 3 clusters Score -1402536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1402534.000000 Penalty: 4691.507324
	Iteration 74Q: 3 clusters Score -1402534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1402534.375000 Penalty: 4691.507324
	Iteration 75Q: 3 clusters Score -1402534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1402538.250000 Penalty: 4691.507324
	Iteration 76Q: 3 clusters Score -1402538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1402537.875000 Penalty: 4691.507324
	Iteration 77Q: 3 clusters Score -1402538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1402537.875000 Penalty: 4691.507324
	Iteration 78F: 3 clusters Score -1402538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45890.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45890.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44420.742188 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44420.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44568.050781 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44568.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44636.351562 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -44636.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44690.351562 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44690.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44735.203125 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44783.230469 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44783.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44803.789062 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44803.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44820.175781 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -44820.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44833.000000 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -44833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44840.921875 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -44840.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44845.207031 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -44845.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44854.296875 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -44854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44862.804688 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -44862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44911.238281 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -44911.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44926.242188 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -44926.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44930.375000 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -44930.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44936.929688 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -44936.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44947.070312 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -44947.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44950.039062 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -44950.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44950.039062 Penalty: 3035.667480
	Iteration 19F: 3 clusters Score -44950.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45507.015625 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45507.02 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: -44180.496094 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -44180.5 nChanged 88
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: -44439.062500 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44439.06 nChanged 29
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: -44689.988281 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -44689.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44848.007812 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -44848.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44881.273438 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44881.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44938.050781 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44938.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44958.195312 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -44962.464844 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44962.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44964.199219 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44964.199219 Penalty: 3027.977295
	Iteration 9F: 3 clusters Score -44964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -84788.953125 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -84788.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82988.109375 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -82988.11 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83216.960938 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -83216.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83294.484375 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -83294.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83336.992188 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -83336.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83362.023438 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -83362.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83380.484375 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -83380.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83396.546875 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -83396.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83411.406250 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -83411.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83419.523438 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -83419.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83425.812500 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -83425.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83435.843750 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -83435.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83439.867188 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -83439.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83445.281250 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -83445.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83446.492188 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -83446.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83448.218750 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -83448.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83449.812500 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -83449.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83450.968750 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -83450.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83450.968750 Penalty: 3303.009766
	Iteration 17F: 3 clusters Score -83450.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51936.675781 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50400.722656 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50400.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50616.519531 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50616.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50680.406250 Penalty: 3110.410156
	Iteration 2Q: 3 clusters Score -50680.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50716.906250 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50716.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50791.515625 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50791.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50864.417969 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -50864.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50983.160156 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -50983.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51307.273438 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -51307.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51520.941406 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51520.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51593.765625 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51593.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51640.269531 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51640.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51651.878906 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51651.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51662.640625 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -51662.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51662.640625 Penalty: 3110.410156
	Iteration 13F: 3 clusters Score -51662.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -89575.421875 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -89575.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87755.093750 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -87755.09 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88274.195312 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -88274.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88566.414062 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -88566.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88880.757812 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -88880.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89005.179688 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -89005.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89053.093750 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -89053.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89082.273438 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -89082.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89099.046875 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -89099.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89119.250000 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -89119.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89128.000000 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -89128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89137.804688 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -89137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89142.898438 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -89142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89149.156250 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -89149.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89155.953125 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -89155.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89163.375000 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -89163.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89179.656250 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -89179.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89195.281250 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -89195.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89197.117188 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -89197.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89197.117188 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -89197.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -136562.468750 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -136562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134486.781250 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -134486.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134880.765625 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -134880.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134999.000000 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -134999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135040.296875 Penalty: 3523.247803
	Iteration 3Q: 3 clusters Score -135040.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135078.546875 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -135078.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -135134.687500 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -135134.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -135161.078125 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -135161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -135206.250000 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -135206.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135252.031250 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -135252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -135294.437500 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -135294.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135336.593750 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -135336.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -135372.515625 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -135372.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -135400.875000 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -135400.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -135435.781250 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -135435.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -135495.687500 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -135495.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -135600.500000 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -135600.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -135681.906250 Penalty: 3523.247803
	Iteration 16Q: 3 clusters Score -135681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -135726.125000 Penalty: 3523.247803
	Iteration 17Q: 3 clusters Score -135726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -135751.781250 Penalty: 3523.247803
	Iteration 18Q: 3 clusters Score -135751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -135765.906250 Penalty: 3523.247803
	Iteration 19Q: 3 clusters Score -135765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -135779.296875 Penalty: 3523.247803
	Iteration 20F: 3 clusters Score -135779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -135794.000000 Penalty: 3523.247803
	Iteration 21Q: 3 clusters Score -135794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -135800.078125 Penalty: 3523.247803
	Iteration 22Q: 3 clusters Score -135800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -135801.609375 Penalty: 3523.247803
	Iteration 23Q: 3 clusters Score -135801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -135801.609375 Penalty: 3523.247803
	Iteration 24F: 3 clusters Score -135801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215305 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58150 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76901 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211113 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196902 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83692 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 307354 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29561 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40446 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990432.000000 Penalty: 109879.187500
Iteration 279Q: 32 clusters Score -1.839904e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215306 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58152 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76901 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211115 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196904 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 307346 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29562 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990400.000000 Penalty: 109879.187500
Iteration 280F: 32 clusters Score -1.839904e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215301 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58154 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76901 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211119 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196902 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165819 members 
Mstep: Class 16 contains 307355 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 281Q: 32 clusters Score -1.839903e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215295 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58156 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76901 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211121 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196902 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165819 members 
Mstep: Class 16 contains 307358 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21490 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990208.000000 Penalty: 109879.187500
Iteration 282Q: 32 clusters Score -1.839902e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215294 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58156 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76900 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211125 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196902 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165820 members 
Mstep: Class 16 contains 307353 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21490 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 283Q: 32 clusters Score -1.839903e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215293 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58155 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76899 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211128 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196905 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165820 members 
Mstep: Class 16 contains 307352 members 
Mstep: Class 17 contains 77649 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 29559 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40447 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990240.000000 Penalty: 109879.187500
Iteration 284Q: 32 clusters Score -1.839902e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215294 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58156 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76896 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211127 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196907 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165820 members 
Mstep: Class 16 contains 307350 members 
Mstep: Class 17 contains 77649 members 
Mstep: Class 18 contains 21488 members 
Mstep: Class 19 contains 29559 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40448 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990208.000000 Penalty: 109879.187500
Iteration 285Q: 32 clusters Score -1.839902e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215290 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211127 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196908 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165822 members 
Mstep: Class 16 contains 307348 members 
Mstep: Class 17 contains 77649 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40448 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990320.000000 Penalty: 109879.187500
Iteration 286Q: 32 clusters Score -1.839903e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215287 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211126 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196909 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165823 members 
Mstep: Class 16 contains 307349 members 
Mstep: Class 17 contains 77649 members 
Mstep: Class 18 contains 21490 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40448 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990320.000000 Penalty: 109879.187500
Iteration 287Q: 32 clusters Score -1.839903e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215282 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211125 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196913 members 
Mstep: Class 12 contains 53502 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165828 members 
Mstep: Class 16 contains 307345 members 
Mstep: Class 17 contains 77649 members 
Mstep: Class 18 contains 21492 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40448 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 109879.187500
Iteration 288Q: 32 clusters Score -1.839904e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211126 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196919 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165832 members 
Mstep: Class 16 contains 307343 members 
Mstep: Class 17 contains 77648 members 
Mstep: Class 18 contains 21493 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40448 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 289Q: 32 clusters Score -1.839903e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215265 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211125 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196928 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165837 members 
Mstep: Class 16 contains 307339 members 
Mstep: Class 17 contains 77648 members 
Mstep: Class 18 contains 21493 members 
Mstep: Class 19 contains 29559 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 290Q: 32 clusters Score -1.839903e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215258 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211125 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196931 members 
Mstep: Class 12 contains 53500 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165839 members 
Mstep: Class 16 contains 307345 members 
Mstep: Class 17 contains 77648 members 
Mstep: Class 18 contains 21493 members 
Mstep: Class 19 contains 29557 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 109879.187500
Iteration 291Q: 32 clusters Score -1.839904e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215258 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58158 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76893 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211120 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196930 members 
Mstep: Class 12 contains 53499 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165844 members 
Mstep: Class 16 contains 307344 members 
Mstep: Class 17 contains 77647 members 
Mstep: Class 18 contains 21494 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40454 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 292Q: 32 clusters Score -1.839904e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58159 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211119 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196933 members 
Mstep: Class 12 contains 53497 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165845 members 
Mstep: Class 16 contains 307346 members 
Mstep: Class 17 contains 77647 members 
Mstep: Class 18 contains 21495 members 
Mstep: Class 19 contains 29558 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40454 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990256.000000 Penalty: 109879.187500
Iteration 293Q: 32 clusters Score -1.839903e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215250 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211116 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196936 members 
Mstep: Class 12 contains 53496 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 307342 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21495 members 
Mstep: Class 19 contains 29559 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40454 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990256.000000 Penalty: 109879.187500
Iteration 294Q: 32 clusters Score -1.839903e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215242 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58160 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211116 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196941 members 
Mstep: Class 12 contains 53495 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165854 members 
Mstep: Class 16 contains 307340 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21496 members 
Mstep: Class 19 contains 29560 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40456 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990176.000000 Penalty: 109879.187500
Iteration 295Q: 32 clusters Score -1.839902e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215236 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58160 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211114 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196953 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165851 members 
Mstep: Class 16 contains 307339 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21496 members 
Mstep: Class 19 contains 29562 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40458 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990192.000000 Penalty: 109879.187500
Iteration 296Q: 32 clusters Score -1.839902e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215235 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58160 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211114 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196955 members 
Mstep: Class 12 contains 53492 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165849 members 
Mstep: Class 16 contains 307332 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21497 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40460 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 297Q: 32 clusters Score -1.839902e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215235 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58160 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211117 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196960 members 
Mstep: Class 12 contains 53492 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165847 members 
Mstep: Class 16 contains 307326 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21497 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990256.000000 Penalty: 109879.187500
Iteration 298Q: 32 clusters Score -1.839903e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215232 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211117 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196965 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10837 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307319 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21497 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40462 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990208.000000 Penalty: 109879.187500
Iteration 299Q: 32 clusters Score -1.839902e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215231 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76893 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211118 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196968 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307315 members 
Mstep: Class 17 contains 77655 members 
Mstep: Class 18 contains 21497 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40462 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 300F: 32 clusters Score -1.839902e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215229 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211120 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196973 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 307312 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21498 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990256.000000 Penalty: 109879.187500
Iteration 301Q: 32 clusters Score -1.839903e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215227 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76891 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211121 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196978 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 165849 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21498 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 302Q: 32 clusters Score -1.839903e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58160 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76891 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211126 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196979 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165849 members 
Mstep: Class 16 contains 307307 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990224.000000 Penalty: 109879.187500
Iteration 303Q: 32 clusters Score -1.839902e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215216 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76891 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211126 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196982 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165846 members 
Mstep: Class 16 contains 307314 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40462 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 304Q: 32 clusters Score -1.839903e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215212 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211128 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196983 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165844 members 
Mstep: Class 16 contains 307317 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40462 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990304.000000 Penalty: 109879.187500
Iteration 305Q: 32 clusters Score -1.839903e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215208 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76891 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211133 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196985 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307312 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990320.000000 Penalty: 109879.187500
Iteration 306Q: 32 clusters Score -1.839903e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215207 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76890 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211133 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196988 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990432.000000 Penalty: 109879.187500
Iteration 307Q: 32 clusters Score -1.839904e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215205 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76890 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211134 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196989 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165841 members 
Mstep: Class 16 contains 307311 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990304.000000 Penalty: 109879.187500
Iteration 308Q: 32 clusters Score -1.839903e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215202 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76890 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211138 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196992 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165842 members 
Mstep: Class 16 contains 307307 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990272.000000 Penalty: 109879.187500
Iteration 309Q: 32 clusters Score -1.839903e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215197 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76891 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211142 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196996 members 
Mstep: Class 12 contains 53489 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165842 members 
Mstep: Class 16 contains 307304 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40462 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990304.000000 Penalty: 109879.187500
Iteration 310Q: 32 clusters Score -1.839903e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215187 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76891 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211142 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196997 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83693 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165845 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40460 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 311Q: 32 clusters Score -1.839904e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215174 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76892 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211145 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 196998 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307318 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40460 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990416.000000 Penalty: 109879.187500
Iteration 312Q: 32 clusters Score -1.839904e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58163 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211146 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197003 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165842 members 
Mstep: Class 16 contains 307322 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990416.000000 Penalty: 109879.187500
Iteration 313Q: 32 clusters Score -1.839904e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58165 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211148 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197006 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165841 members 
Mstep: Class 16 contains 307317 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 109879.187500
Iteration 314Q: 32 clusters Score -1.839904e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215155 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58168 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211148 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197006 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165846 members 
Mstep: Class 16 contains 307311 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29565 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990400.000000 Penalty: 109879.187500
Iteration 315Q: 32 clusters Score -1.839904e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58168 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211148 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197005 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307317 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29568 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990416.000000 Penalty: 109879.187500
Iteration 316Q: 32 clusters Score -1.839904e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215148 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58168 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211150 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165844 members 
Mstep: Class 16 contains 307314 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29569 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 317Q: 32 clusters Score -1.839904e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58167 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211152 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 165844 members 
Mstep: Class 16 contains 307311 members 
Mstep: Class 17 contains 77653 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29568 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990288.000000 Penalty: 109879.187500
Iteration 318Q: 32 clusters Score -1.839903e+08 nChanged 13
Entering ConstructFrom: 
Score: -183990288.000000 Penalty: 109879.187500
Entering ConstructFrom: 
Trying to split cluster 1 (215150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215150 members 
Entering Unmasked Estep 
Score: -25166682.000000 Penalty: 3045.214600
	Iteration 0F: 2 clusters Score -2.516668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -25022948.000000 Penalty: 6090.429199
	Iteration 0F: 3 clusters Score -2.502295e+07 nChanged 104039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 103933 members 
Entering Unmasked Estep 
Score: -25084106.000000 Penalty: 6090.429199
	Iteration 1F: 3 clusters Score -2.508411e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -25084904.000000 Penalty: 6090.429199
	Iteration 2Q: 3 clusters Score -2.50849e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -25085974.000000 Penalty: 6090.429199
	Iteration 3Q: 3 clusters Score -2.508597e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -25087866.000000 Penalty: 6090.429199
	Iteration 4Q: 3 clusters Score -2.508787e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -25091260.000000 Penalty: 6090.429199
	Iteration 5Q: 3 clusters Score -2.509126e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140214 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -25097748.000000 Penalty: 6090.429199
	Iteration 6F: 3 clusters Score -2.509775e+07 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -25108942.000000 Penalty: 6090.429199
	Iteration 7F: 3 clusters Score -2.510894e+07 nChanged 17650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172844 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -25124668.000000 Penalty: 6090.429199
	Iteration 8F: 3 clusters Score -2.512467e+07 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -25140384.000000 Penalty: 6090.429199
	Iteration 9F: 3 clusters Score -2.514038e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201156 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -25151600.000000 Penalty: 6090.429199
	Iteration 10F: 3 clusters Score -2.51516e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208215 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -25158214.000000 Penalty: 6090.429199
	Iteration 11Q: 3 clusters Score -2.515821e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211794 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -25161286.000000 Penalty: 6090.429199
	Iteration 12Q: 3 clusters Score -2.516129e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213440 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -25162754.000000 Penalty: 6090.429199
	Iteration 13Q: 3 clusters Score -2.516275e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214122 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -25163348.000000 Penalty: 6090.429199
	Iteration 14Q: 3 clusters Score -2.516335e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214398 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25163590.000000 Penalty: 6090.429199
	Iteration 15Q: 3 clusters Score -2.516359e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214531 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25163736.000000 Penalty: 6090.429199
	Iteration 16Q: 3 clusters Score -2.516374e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214609 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -25163796.000000 Penalty: 6090.429199
	Iteration 17Q: 3 clusters Score -2.51638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -25163844.000000 Penalty: 6090.429199
	Iteration 18Q: 3 clusters Score -2.516384e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214681 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -25163878.000000 Penalty: 6090.429199
	Iteration 19Q: 3 clusters Score -2.516388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214709 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -25163870.000000 Penalty: 6090.429199
	Iteration 20F: 3 clusters Score -2.516387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214726 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -25163910.000000 Penalty: 6090.429199
	Iteration 21Q: 3 clusters Score -2.516391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214738 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -25163906.000000 Penalty: 6090.429199
	Iteration 22Q: 3 clusters Score -2.516391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214747 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25163912.000000 Penalty: 6090.429199
	Iteration 23Q: 3 clusters Score -2.516391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214754 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -25163928.000000 Penalty: 6090.429199
	Iteration 24Q: 3 clusters Score -2.516393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214758 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -25163922.000000 Penalty: 6090.429199
	Iteration 25Q: 3 clusters Score -2.516392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214763 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25163928.000000 Penalty: 6090.429199
	Iteration 26Q: 3 clusters Score -2.516393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214765 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25163928.000000 Penalty: 6090.429199
	Iteration 27Q: 3 clusters Score -2.516393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -25163922.000000 Penalty: 6090.429199
	Iteration 28Q: 3 clusters Score -2.516392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25163924.000000 Penalty: 6090.429199
	Iteration 29Q: 3 clusters Score -2.516392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25163918.000000 Penalty: 6090.429199
	Iteration 30Q: 3 clusters Score -2.516392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -25163938.000000 Penalty: 6090.429199
	Iteration 31Q: 3 clusters Score -2.516394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25163926.000000 Penalty: 6090.429199
	Iteration 32Q: 3 clusters Score -2.516393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25163926.000000 Penalty: 6090.429199
	Iteration 33F: 3 clusters Score -2.516393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -457023.000000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -457023 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 2073 members 
Entering Unmasked Estep 
Score: -453029.250000 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -453029.2 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -453951.843750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -453951.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -454204.062500 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -454204.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -454400.312500 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -454400.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -454579.250000 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -454579.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -454731.812500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -454731.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -454886.656250 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -454886.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -455045.843750 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -455045.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -455223.562500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -455223.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -455379.968750 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -455380 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -455487.656250 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -455487.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -455579.312500 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -455579.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -455644.218750 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -455644.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -455682.437500 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -455682.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -455703.812500 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -455703.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -455734.625000 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -455734.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455775.156250 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -455775.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -455811.093750 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -455811.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -455841.781250 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -455841.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -455871.937500 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -455871.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -455905.125000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -455905.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455940.125000 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -455940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -455979.468750 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -455979.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -456026.187500 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -456026.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456065.968750 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -456066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456093.281250 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -456093.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -456115.218750 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -456115.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -456139.187500 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -456139.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -456169.000000 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -456169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -456196.031250 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -456196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -456211.812500 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -456211.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -456220.531250 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -456220.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -456234.500000 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -456234.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -456246.968750 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -456247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -456257.562500 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -456257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -456267.031250 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -456267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -456279.000000 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -456279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -456292.937500 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -456292.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -456311.093750 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -456311.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -456323.812500 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -456323.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -456338.843750 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -456338.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -456351.312500 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -456351.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -456357.781250 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -456357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -456362.625000 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -456362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -456371.281250 Penalty: 4137.575684
	Iteration 44Q: 3 clusters Score -456371.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -456378.531250 Penalty: 4137.575684
	Iteration 45Q: 3 clusters Score -456378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -456387.343750 Penalty: 4137.575684
	Iteration 46Q: 3 clusters Score -456387.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -456398.500000 Penalty: 4137.575684
	Iteration 47Q: 3 clusters Score -456398.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -456404.250000 Penalty: 4137.575684
	Iteration 48Q: 3 clusters Score -456404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -456406.687500 Penalty: 4137.575684
	Iteration 49Q: 3 clusters Score -456406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -456408.250000 Penalty: 4137.575684
	Iteration 50Q: 3 clusters Score -456408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -456407.875000 Penalty: 4137.575684
	Iteration 51Q: 3 clusters Score -456407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -456407.875000 Penalty: 4137.575684
	Iteration 52F: 3 clusters Score -456407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -857771.750000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -857771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -851479.500000 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -851479.5 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -853293.125000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -853293.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -853812.687500 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -853812.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -854324.875000 Penalty: 4441.261719
	Iteration 3F: 3 clusters Score -854324.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -854767.687500 Penalty: 4441.261719
	Iteration 4F: 3 clusters Score -854767.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -855120.437500 Penalty: 4441.261719
	Iteration 5F: 3 clusters Score -855120.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -855453.937500 Penalty: 4441.261719
	Iteration 6F: 3 clusters Score -855453.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -855721.125000 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -855721.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -855907.187500 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -855907.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -856020.875000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -856020.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -856103.375000 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -856103.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -856190.062500 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -856190.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -856278.875000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -856278.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -856343.125000 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -856343.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -856398.000000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -856398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -856442.875000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -856442.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -856480.750000 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -856480.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -856510.000000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -856510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -856536.562500 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -856536.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -856553.625000 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -856553.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -856571.125000 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -856571.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -856587.687500 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -856587.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -856598.750000 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -856598.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -856606.375000 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -856606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -856614.187500 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -856614.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -856622.062500 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -856622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -856623.375000 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -856623.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -856624.687500 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -856624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -856629.625000 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -856629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -856631.125000 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -856631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -856633.437500 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -856633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -856634.187500 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -856634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -856637.125000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -856637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -856638.125000 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -856638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -856640.937500 Penalty: 4441.261719
	Iteration 34Q: 3 clusters Score -856640.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -856641.750000 Penalty: 4441.261719
	Iteration 35Q: 3 clusters Score -856641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -856643.437500 Penalty: 4441.261719
	Iteration 36Q: 3 clusters Score -856643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -856644.062500 Penalty: 4441.261719
	Iteration 37Q: 3 clusters Score -856644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -856648.062500 Penalty: 4441.261719
	Iteration 38Q: 3 clusters Score -856648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -856649.500000 Penalty: 4441.261719
	Iteration 39Q: 3 clusters Score -856649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -856651.062500 Penalty: 4441.261719
	Iteration 40F: 3 clusters Score -856651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -856653.500000 Penalty: 4441.261719
	Iteration 41Q: 3 clusters Score -856653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -856656.750000 Penalty: 4441.261719
	Iteration 42Q: 3 clusters Score -856656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -856658.062500 Penalty: 4441.261719
	Iteration 43Q: 3 clusters Score -856658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -856657.000000 Penalty: 4441.261719
	Iteration 44Q: 3 clusters Score -856657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -856659.312500 Penalty: 4441.261719
	Iteration 45Q: 3 clusters Score -856659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -856660.125000 Penalty: 4441.261719
	Iteration 46Q: 3 clusters Score -856660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -856661.812500 Penalty: 4441.261719
	Iteration 47Q: 3 clusters Score -856661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -856663.187500 Penalty: 4441.261719
	Iteration 48Q: 3 clusters Score -856663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -856662.937500 Penalty: 4441.261719
	Iteration 49Q: 3 clusters Score -856662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -856662.937500 Penalty: 4441.261719
	Iteration 50F: 3 clusters Score -856662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Entering Unmasked Estep 
Score: -6903589.000000 Penalty: 2720.826172
	Iteration 0F: 2 clusters Score -6903589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -6864692.500000 Penalty: 5441.652344
	Iteration 0F: 3 clusters Score -6864692 nChanged 27000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -6880252.000000 Penalty: 5441.652344
	Iteration 1F: 3 clusters Score -6880252 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -6881346.500000 Penalty: 5441.652344
	Iteration 2Q: 3 clusters Score -6881346 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6882855.500000 Penalty: 5441.652344
	Iteration 3F: 3 clusters Score -6882856 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -6884951.000000 Penalty: 5441.652344
	Iteration 4F: 3 clusters Score -6884951 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -6888043.500000 Penalty: 5441.652344
	Iteration 5F: 3 clusters Score -6888044 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6891981.500000 Penalty: 5441.652344
	Iteration 6F: 3 clusters Score -6891982 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -6895490.500000 Penalty: 5441.652344
	Iteration 7F: 3 clusters Score -6895490 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -6898024.000000 Penalty: 5441.652344
	Iteration 8Q: 3 clusters Score -6898024 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -6899378.000000 Penalty: 5441.652344
	Iteration 9Q: 3 clusters Score -6899378 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -6900099.000000 Penalty: 5441.652344
	Iteration 10Q: 3 clusters Score -6900099 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -6900537.500000 Penalty: 5441.652344
	Iteration 11Q: 3 clusters Score -6900538 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -6900839.500000 Penalty: 5441.652344
	Iteration 12Q: 3 clusters Score -6900840 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6901083.000000 Penalty: 5441.652344
	Iteration 13Q: 3 clusters Score -6901083 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -6901267.000000 Penalty: 5441.652344
	Iteration 14Q: 3 clusters Score -6901267 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -6901429.500000 Penalty: 5441.652344
	Iteration 15Q: 3 clusters Score -6901430 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -6901537.000000 Penalty: 5441.652344
	Iteration 16Q: 3 clusters Score -6901537 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -6901657.000000 Penalty: 5441.652344
	Iteration 17Q: 3 clusters Score -6901657 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -6901697.500000 Penalty: 5441.652344
	Iteration 18Q: 3 clusters Score -6901698 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -6901781.000000 Penalty: 5441.652344
	Iteration 19Q: 3 clusters Score -6901781 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -6901852.500000 Penalty: 5441.652344
	Iteration 20F: 3 clusters Score -6901852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -6901914.000000 Penalty: 5441.652344
	Iteration 21Q: 3 clusters Score -6901914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -6901960.000000 Penalty: 5441.652344
	Iteration 22Q: 3 clusters Score -6901960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -6902009.000000 Penalty: 5441.652344
	Iteration 23Q: 3 clusters Score -6902009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -6902047.000000 Penalty: 5441.652344
	Iteration 24Q: 3 clusters Score -6902047 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -6902056.000000 Penalty: 5441.652344
	Iteration 25Q: 3 clusters Score -6902056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -6902081.000000 Penalty: 5441.652344
	Iteration 26Q: 3 clusters Score -6902081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -6902083.000000 Penalty: 5441.652344
	Iteration 27Q: 3 clusters Score -6902083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -6902097.000000 Penalty: 5441.652344
	Iteration 28Q: 3 clusters Score -6902097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -6902114.500000 Penalty: 5441.652344
	Iteration 29Q: 3 clusters Score -6902114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -6902113.000000 Penalty: 5441.652344
	Iteration 30Q: 3 clusters Score -6902113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -6902124.000000 Penalty: 5441.652344
	Iteration 31Q: 3 clusters Score -6902124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -6902124.500000 Penalty: 5441.652344
	Iteration 32Q: 3 clusters Score -6902124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -6902121.000000 Penalty: 5441.652344
	Iteration 33Q: 3 clusters Score -6902121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -6902134.000000 Penalty: 5441.652344
	Iteration 34Q: 3 clusters Score -6902134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -6902138.500000 Penalty: 5441.652344
	Iteration 35Q: 3 clusters Score -6902138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -6902140.000000 Penalty: 5441.652344
	Iteration 36Q: 3 clusters Score -6902140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -6902150.000000 Penalty: 5441.652344
	Iteration 37Q: 3 clusters Score -6902150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -6902149.500000 Penalty: 5441.652344
	Iteration 38Q: 3 clusters Score -6902150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -6902154.500000 Penalty: 5441.652344
	Iteration 39Q: 3 clusters Score -6902154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6902150.500000 Penalty: 5441.652344
	Iteration 40F: 3 clusters Score -6902150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -6902151.500000 Penalty: 5441.652344
	Iteration 41Q: 3 clusters Score -6902152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -6902150.000000 Penalty: 5441.652344
	Iteration 42Q: 3 clusters Score -6902150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -6902149.000000 Penalty: 5441.652344
	Iteration 43Q: 3 clusters Score -6902149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -6902143.500000 Penalty: 5441.652344
	Iteration 44Q: 3 clusters Score -6902144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6902148.500000 Penalty: 5441.652344
	Iteration 45Q: 3 clusters Score -6902148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -6902146.000000 Penalty: 5441.652344
	Iteration 46Q: 3 clusters Score -6902146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -6902156.500000 Penalty: 5441.652344
	Iteration 47Q: 3 clusters Score -6902156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -6902165.000000 Penalty: 5441.652344
	Iteration 48Q: 3 clusters Score -6902165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -6902159.500000 Penalty: 5441.652344
	Iteration 49Q: 3 clusters Score -6902160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -6902168.000000 Penalty: 5441.652344
	Iteration 50Q: 3 clusters Score -6902168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -6902164.500000 Penalty: 5441.652344
	Iteration 51Q: 3 clusters Score -6902164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -6902169.500000 Penalty: 5441.652344
	Iteration 52Q: 3 clusters Score -6902170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -6902163.000000 Penalty: 5441.652344
	Iteration 53Q: 3 clusters Score -6902163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -6902160.000000 Penalty: 5441.652344
	Iteration 54Q: 3 clusters Score -6902160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -6902166.500000 Penalty: 5441.652344
	Iteration 55Q: 3 clusters Score -6902166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6902165.000000 Penalty: 5441.652344
	Iteration 56Q: 3 clusters Score -6902165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -6902162.500000 Penalty: 5441.652344
	Iteration 57Q: 3 clusters Score -6902162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -6902164.000000 Penalty: 5441.652344
	Iteration 58Q: 3 clusters Score -6902164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -6902164.000000 Penalty: 5441.652344
	Iteration 59F: 3 clusters Score -6902164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -434531.968750 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -434532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -430726.343750 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -430726.3 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -431759.125000 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -431759.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -432033.687500 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -432033.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -432237.625000 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -432237.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -432435.250000 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -432435.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -432673.187500 Penalty: 4111.237793
	Iteration 5F: 3 clusters Score -432673.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -432987.250000 Penalty: 4111.237793
	Iteration 6F: 3 clusters Score -432987.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -433461.406250 Penalty: 4111.237793
	Iteration 7F: 3 clusters Score -433461.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -433876.562500 Penalty: 4111.237793
	Iteration 8F: 3 clusters Score -433876.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -434169.250000 Penalty: 4111.237793
	Iteration 9F: 3 clusters Score -434169.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -434347.375000 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -434347.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -434456.468750 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -434456.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -434529.625000 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -434529.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -434563.500000 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -434563.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -434574.593750 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -434574.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -434581.625000 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -434581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -434582.718750 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -434582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -434585.000000 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -434585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -434587.187500 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -434587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -434592.812500 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -434592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -434596.500000 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -434596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58167 members 
Mstep: Class 5 contains 840 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211154 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 3139 members 
Entering Unmasked Estep 
Score: -183988144.000000 Penalty: 113423.679688
Splitting cluster 5 changes total score from -183990288.000000 to -183988144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Entering Unmasked Estep 
Score: -8760661.000000 Penalty: 2790.048828
	Iteration 0F: 2 clusters Score -8760661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -8709328.000000 Penalty: 5580.097656
	Iteration 0F: 3 clusters Score -8709328 nChanged 36000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -8729576.000000 Penalty: 5580.097656
	Iteration 1F: 3 clusters Score -8729576 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8730378.000000 Penalty: 5580.097656
	Iteration 2Q: 3 clusters Score -8730378 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -8731434.000000 Penalty: 5580.097656
	Iteration 3Q: 3 clusters Score -8731434 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -8733030.000000 Penalty: 5580.097656
	Iteration 4Q: 3 clusters Score -8733030 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -8735894.000000 Penalty: 5580.097656
	Iteration 5F: 3 clusters Score -8735894 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -8740578.000000 Penalty: 5580.097656
	Iteration 6F: 3 clusters Score -8740578 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -8747074.000000 Penalty: 5580.097656
	Iteration 7F: 3 clusters Score -8747074 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8752961.000000 Penalty: 5580.097656
	Iteration 8F: 3 clusters Score -8752961 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8756346.000000 Penalty: 5580.097656
	Iteration 9Q: 3 clusters Score -8756346 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8757625.000000 Penalty: 5580.097656
	Iteration 10Q: 3 clusters Score -8757625 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8758027.000000 Penalty: 5580.097656
	Iteration 11Q: 3 clusters Score -8758027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8758161.000000 Penalty: 5580.097656
	Iteration 12Q: 3 clusters Score -8758161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8758235.000000 Penalty: 5580.097656
	Iteration 13Q: 3 clusters Score -8758235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8758251.000000 Penalty: 5580.097656
	Iteration 14Q: 3 clusters Score -8758251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8758269.000000 Penalty: 5580.097656
	Iteration 15Q: 3 clusters Score -8758269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8758279.000000 Penalty: 5580.097656
	Iteration 16Q: 3 clusters Score -8758279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8758296.000000 Penalty: 5580.097656
	Iteration 17Q: 3 clusters Score -8758296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8758300.000000 Penalty: 5580.097656
	Iteration 18Q: 3 clusters Score -8758300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8758304.000000 Penalty: 5580.097656
	Iteration 19Q: 3 clusters Score -8758304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8758320.000000 Penalty: 5580.097656
	Iteration 20F: 3 clusters Score -8758320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8758334.000000 Penalty: 5580.097656
	Iteration 21Q: 3 clusters Score -8758334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8758332.000000 Penalty: 5580.097656
	Iteration 22Q: 3 clusters Score -8758332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8758347.000000 Penalty: 5580.097656
	Iteration 23Q: 3 clusters Score -8758347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8758336.000000 Penalty: 5580.097656
	Iteration 24Q: 3 clusters Score -8758336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8758339.000000 Penalty: 5580.097656
	Iteration 25Q: 3 clusters Score -8758339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8758348.000000 Penalty: 5580.097656
	Iteration 26Q: 3 clusters Score -8758348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8758348.000000 Penalty: 5580.097656
	Iteration 27F: 3 clusters Score -8758348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -423408.406250 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -423408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -419655.375000 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -419655.4 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -420488.187500 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -420488.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -420671.656250 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -420671.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -420759.843750 Penalty: 4084.475586
	Iteration 3Q: 3 clusters Score -420759.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -420809.406250 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -420809.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -420844.843750 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -420844.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -420879.062500 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -420879.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -420903.937500 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -420903.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -420921.062500 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -420921.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -420940.656250 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -420940.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -420971.781250 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -420971.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -420997.500000 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -420997.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -421020.656250 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -421020.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -421038.718750 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -421038.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -421055.781250 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -421055.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -421075.406250 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -421075.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -421099.281250 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -421099.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -421119.937500 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -421119.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -421137.781250 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -421137.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -421153.781250 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -421153.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -421176.593750 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -421176.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -421198.656250 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -421198.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -421216.687500 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -421216.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -421232.781250 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -421232.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -421245.875000 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -421245.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -421256.750000 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -421256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -421265.531250 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -421265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -421278.656250 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -421278.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -421296.218750 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -421296.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -421313.437500 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -421313.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -421331.656250 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -421331.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -421343.218750 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -421343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -421356.937500 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -421356.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -421371.281250 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -421371.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -421386.531250 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -421386.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -421401.375000 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -421401.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -421413.312500 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -421413.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -421427.968750 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -421428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -421446.875000 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -421446.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -421458.375000 Penalty: 4084.475586
	Iteration 39Q: 3 clusters Score -421458.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -421471.437500 Penalty: 4084.475586
	Iteration 40F: 3 clusters Score -421471.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -421484.500000 Penalty: 4084.475586
	Iteration 41Q: 3 clusters Score -421484.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -421497.656250 Penalty: 4084.475586
	Iteration 42Q: 3 clusters Score -421497.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -421504.875000 Penalty: 4084.475586
	Iteration 43Q: 3 clusters Score -421504.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -421513.375000 Penalty: 4084.475586
	Iteration 44Q: 3 clusters Score -421513.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -421519.937500 Penalty: 4084.475586
	Iteration 45Q: 3 clusters Score -421519.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -421526.218750 Penalty: 4084.475586
	Iteration 46Q: 3 clusters Score -421526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -421529.125000 Penalty: 4084.475586
	Iteration 47Q: 3 clusters Score -421529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -421532.218750 Penalty: 4084.475586
	Iteration 48Q: 3 clusters Score -421532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -421533.281250 Penalty: 4084.475586
	Iteration 49Q: 3 clusters Score -421533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -421534.406250 Penalty: 4084.475586
	Iteration 50Q: 3 clusters Score -421534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -421537.843750 Penalty: 4084.475586
	Iteration 51Q: 3 clusters Score -421537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -421539.687500 Penalty: 4084.475586
	Iteration 52Q: 3 clusters Score -421539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -421541.218750 Penalty: 4084.475586
	Iteration 53Q: 3 clusters Score -421541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -421542.281250 Penalty: 4084.475586
	Iteration 54Q: 3 clusters Score -421542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -421543.000000 Penalty: 4084.475586
	Iteration 55Q: 3 clusters Score -421543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -421545.093750 Penalty: 4084.475586
	Iteration 56Q: 3 clusters Score -421545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -421546.406250 Penalty: 4084.475586
	Iteration 57Q: 3 clusters Score -421546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -421547.718750 Penalty: 4084.475586
	Iteration 58Q: 3 clusters Score -421547.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -421550.531250 Penalty: 4084.475586
	Iteration 59Q: 3 clusters Score -421550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -421552.687500 Penalty: 4084.475586
	Iteration 60F: 3 clusters Score -421552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -171558.593750 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -171558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169246.906250 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -169246.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -169726.140625 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -169726.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -169887.671875 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -169887.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170051.015625 Penalty: 3655.946533
	Iteration 3F: 3 clusters Score -170051 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -170298.578125 Penalty: 3655.946533
	Iteration 4F: 3 clusters Score -170298.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170667.046875 Penalty: 3655.946533
	Iteration 5F: 3 clusters Score -170667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171320.265625 Penalty: 3655.946533
	Iteration 6F: 3 clusters Score -171320.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -172223.343750 Penalty: 3655.946533
	Iteration 7F: 3 clusters Score -172223.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172452.906250 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -172452.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -172528.125000 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -172528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -172544.328125 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -172544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -172550.375000 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -172550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -172554.109375 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -172554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172555.953125 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -172556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172555.953125 Penalty: 3655.946533
	Iteration 14F: 3 clusters Score -172556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58167 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 211154 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 1058 members 
Entering Unmasked Estep 
Score: -183989760.000000 Penalty: 113423.679688
Splitting cluster 8 changes total score from -183990288.000000 to -183989760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (211154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211154 members 
Entering Unmasked Estep 
Score: -24828328.000000 Penalty: 3040.564941
	Iteration 0F: 2 clusters Score -2.482833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -24690702.000000 Penalty: 6081.129883
	Iteration 0F: 3 clusters Score -2.46907e+07 nChanged 101640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -24749308.000000 Penalty: 6081.129883
	Iteration 1F: 3 clusters Score -2.474931e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -24750386.000000 Penalty: 6081.129883
	Iteration 2Q: 3 clusters Score -2.475039e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -24751892.000000 Penalty: 6081.129883
	Iteration 3Q: 3 clusters Score -2.475189e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -24754142.000000 Penalty: 6081.129883
	Iteration 4Q: 3 clusters Score -2.475414e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -24758058.000000 Penalty: 6081.129883
	Iteration 5Q: 3 clusters Score -2.475806e+07 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -24765026.000000 Penalty: 6081.129883
	Iteration 6F: 3 clusters Score -2.476503e+07 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -24776492.000000 Penalty: 6081.129883
	Iteration 7F: 3 clusters Score -2.477649e+07 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -24791522.000000 Penalty: 6081.129883
	Iteration 8F: 3 clusters Score -2.479152e+07 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 179636 members 
Entering Unmasked Estep 
Score: -24805808.000000 Penalty: 6081.129883
	Iteration 9F: 3 clusters Score -2.480581e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 190327 members 
Entering Unmasked Estep 
Score: -24815408.000000 Penalty: 6081.129883
	Iteration 10F: 3 clusters Score -2.481541e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 196483 members 
Entering Unmasked Estep 
Score: -24820546.000000 Penalty: 6081.129883
	Iteration 11Q: 3 clusters Score -2.482055e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 199899 members 
Entering Unmasked Estep 
Score: -24823276.000000 Penalty: 6081.129883
	Iteration 12Q: 3 clusters Score -2.482328e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 201895 members 
Entering Unmasked Estep 
Score: -24824952.000000 Penalty: 6081.129883
	Iteration 13Q: 3 clusters Score -2.482495e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 203155 members 
Entering Unmasked Estep 
Score: -24825800.000000 Penalty: 6081.129883
	Iteration 14Q: 3 clusters Score -2.48258e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -24826176.000000 Penalty: 6081.129883
	Iteration 15Q: 3 clusters Score -2.482618e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 204644 members 
Entering Unmasked Estep 
Score: -24826350.000000 Penalty: 6081.129883
	Iteration 16Q: 3 clusters Score -2.482635e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 205123 members 
Entering Unmasked Estep 
Score: -24826432.000000 Penalty: 6081.129883
	Iteration 17Q: 3 clusters Score -2.482643e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -24826464.000000 Penalty: 6081.129883
	Iteration 18Q: 3 clusters Score -2.482646e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 205871 members 
Entering Unmasked Estep 
Score: -24826576.000000 Penalty: 6081.129883
	Iteration 19Q: 3 clusters Score -2.482658e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -24826608.000000 Penalty: 6081.129883
	Iteration 20F: 3 clusters Score -2.482661e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 206437 members 
Entering Unmasked Estep 
Score: -24826650.000000 Penalty: 6081.129883
	Iteration 21Q: 3 clusters Score -2.482665e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 206672 members 
Entering Unmasked Estep 
Score: -24826684.000000 Penalty: 6081.129883
	Iteration 22Q: 3 clusters Score -2.482668e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 206850 members 
Entering Unmasked Estep 
Score: -24826652.000000 Penalty: 6081.129883
	Iteration 23Q: 3 clusters Score -2.482665e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 207003 members 
Entering Unmasked Estep 
Score: -24826656.000000 Penalty: 6081.129883
	Iteration 24Q: 3 clusters Score -2.482666e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 207162 members 
Entering Unmasked Estep 
Score: -24826690.000000 Penalty: 6081.129883
	Iteration 25Q: 3 clusters Score -2.482669e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 207323 members 
Entering Unmasked Estep 
Score: -24826758.000000 Penalty: 6081.129883
	Iteration 26Q: 3 clusters Score -2.482676e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 207444 members 
Entering Unmasked Estep 
Score: -24826772.000000 Penalty: 6081.129883
	Iteration 27Q: 3 clusters Score -2.482677e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 207560 members 
Entering Unmasked Estep 
Score: -24826764.000000 Penalty: 6081.129883
	Iteration 28Q: 3 clusters Score -2.482676e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 207668 members 
Entering Unmasked Estep 
Score: -24826814.000000 Penalty: 6081.129883
	Iteration 29Q: 3 clusters Score -2.482681e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 207743 members 
Entering Unmasked Estep 
Score: -24826790.000000 Penalty: 6081.129883
	Iteration 30Q: 3 clusters Score -2.482679e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 207819 members 
Entering Unmasked Estep 
Score: -24826820.000000 Penalty: 6081.129883
	Iteration 31Q: 3 clusters Score -2.482682e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 207885 members 
Entering Unmasked Estep 
Score: -24826820.000000 Penalty: 6081.129883
	Iteration 32Q: 3 clusters Score -2.482682e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 207938 members 
Entering Unmasked Estep 
Score: -24826776.000000 Penalty: 6081.129883
	Iteration 33Q: 3 clusters Score -2.482678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 207977 members 
Entering Unmasked Estep 
Score: -24826802.000000 Penalty: 6081.129883
	Iteration 34Q: 3 clusters Score -2.48268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -24826794.000000 Penalty: 6081.129883
	Iteration 35Q: 3 clusters Score -2.482679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 208037 members 
Entering Unmasked Estep 
Score: -24826784.000000 Penalty: 6081.129883
	Iteration 36Q: 3 clusters Score -2.482678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -24826780.000000 Penalty: 6081.129883
	Iteration 37Q: 3 clusters Score -2.482678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 208084 members 
Entering Unmasked Estep 
Score: -24826806.000000 Penalty: 6081.129883
	Iteration 38Q: 3 clusters Score -2.482681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 208101 members 
Entering Unmasked Estep 
Score: -24826792.000000 Penalty: 6081.129883
	Iteration 39Q: 3 clusters Score -2.482679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 208116 members 
Entering Unmasked Estep 
Score: -24826810.000000 Penalty: 6081.129883
	Iteration 40F: 3 clusters Score -2.482681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 208132 members 
Entering Unmasked Estep 
Score: -24826784.000000 Penalty: 6081.129883
	Iteration 41Q: 3 clusters Score -2.482678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 208145 members 
Entering Unmasked Estep 
Score: -24826774.000000 Penalty: 6081.129883
	Iteration 42Q: 3 clusters Score -2.482677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 208166 members 
Entering Unmasked Estep 
Score: -24826774.000000 Penalty: 6081.129883
	Iteration 43Q: 3 clusters Score -2.482677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 208184 members 
Entering Unmasked Estep 
Score: -24826768.000000 Penalty: 6081.129883
	Iteration 44Q: 3 clusters Score -2.482677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 208202 members 
Entering Unmasked Estep 
Score: -24826786.000000 Penalty: 6081.129883
	Iteration 45Q: 3 clusters Score -2.482679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 208218 members 
Entering Unmasked Estep 
Score: -24826770.000000 Penalty: 6081.129883
	Iteration 46Q: 3 clusters Score -2.482677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 208233 members 
Entering Unmasked Estep 
Score: -24826772.000000 Penalty: 6081.129883
	Iteration 47Q: 3 clusters Score -2.482677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 208246 members 
Entering Unmasked Estep 
Score: -24826758.000000 Penalty: 6081.129883
	Iteration 48Q: 3 clusters Score -2.482676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 208262 members 
Entering Unmasked Estep 
Score: -24826762.000000 Penalty: 6081.129883
	Iteration 49Q: 3 clusters Score -2.482676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 208272 members 
Entering Unmasked Estep 
Score: -24826752.000000 Penalty: 6081.129883
	Iteration 50Q: 3 clusters Score -2.482675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 208275 members 
Entering Unmasked Estep 
Score: -24826750.000000 Penalty: 6081.129883
	Iteration 51Q: 3 clusters Score -2.482675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -24826752.000000 Penalty: 6081.129883
	Iteration 52Q: 3 clusters Score -2.482675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 208277 members 
Entering Unmasked Estep 
Score: -24826752.000000 Penalty: 6081.129883
	Iteration 53Q: 3 clusters Score -2.482675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 208278 members 
Entering Unmasked Estep 
Score: -24826754.000000 Penalty: 6081.129883
	Iteration 54Q: 3 clusters Score -2.482675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 208279 members 
Entering Unmasked Estep 
Score: -24826760.000000 Penalty: 6081.129883
	Iteration 55Q: 3 clusters Score -2.482676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 208279 members 
Entering Unmasked Estep 
Score: -24826760.000000 Penalty: 6081.129883
	Iteration 56F: 3 clusters Score -2.482676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48223.742188 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -48223.74 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 241 members 
Entering Unmasked Estep 
Score: -46732.468750 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -46732.47 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46959.675781 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -46959.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47112.230469 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -47112.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47278.890625 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -47278.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47319.089844 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -47319.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47384.691406 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -47384.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47431.656250 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -47431.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47471.996094 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -47472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47499.730469 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -47499.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47517.937500 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -47517.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47529.093750 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -47529.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47548.031250 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -47548.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47561.207031 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -47561.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47572.042969 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -47572.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47588.042969 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -47588.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47612.738281 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -47612.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47627.585938 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -47627.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47628.308594 Penalty: 3083.436523
	Iteration 17F: 3 clusters Score -47628.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47635.917969 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -47635.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47635.917969 Penalty: 3083.436523
	Iteration 19F: 3 clusters Score -47635.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (197007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197007 members 
Entering Unmasked Estep 
Score: -23221054.000000 Penalty: 3023.366699
	Iteration 0F: 2 clusters Score -2.322105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -23091550.000000 Penalty: 6046.733398
	Iteration 0F: 3 clusters Score -2.309155e+07 nChanged 94821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -23146870.000000 Penalty: 6046.733398
	Iteration 1F: 3 clusters Score -2.314687e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -23148070.000000 Penalty: 6046.733398
	Iteration 2Q: 3 clusters Score -2.314807e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -23149508.000000 Penalty: 6046.733398
	Iteration 3Q: 3 clusters Score -2.314951e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -23151828.000000 Penalty: 6046.733398
	Iteration 4Q: 3 clusters Score -2.315183e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -23155192.000000 Penalty: 6046.733398
	Iteration 5Q: 3 clusters Score -2.315519e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -23160766.000000 Penalty: 6046.733398
	Iteration 6F: 3 clusters Score -2.316077e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133725 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -23169300.000000 Penalty: 6046.733398
	Iteration 7F: 3 clusters Score -2.31693e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145541 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -23179944.000000 Penalty: 6046.733398
	Iteration 8F: 3 clusters Score -2.317994e+07 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -23190140.000000 Penalty: 6046.733398
	Iteration 9F: 3 clusters Score -2.319014e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -23197980.000000 Penalty: 6046.733398
	Iteration 10Q: 3 clusters Score -2.319798e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -23202790.000000 Penalty: 6046.733398
	Iteration 11Q: 3 clusters Score -2.320279e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -23205972.000000 Penalty: 6046.733398
	Iteration 12Q: 3 clusters Score -2.320597e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177653 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -23208128.000000 Penalty: 6046.733398
	Iteration 13Q: 3 clusters Score -2.320813e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180239 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -23209848.000000 Penalty: 6046.733398
	Iteration 14Q: 3 clusters Score -2.320985e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -23211384.000000 Penalty: 6046.733398
	Iteration 15Q: 3 clusters Score -2.321138e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184488 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -23212698.000000 Penalty: 6046.733398
	Iteration 16Q: 3 clusters Score -2.32127e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186069 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -23213728.000000 Penalty: 6046.733398
	Iteration 17Q: 3 clusters Score -2.321373e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -23214584.000000 Penalty: 6046.733398
	Iteration 18Q: 3 clusters Score -2.321458e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188461 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -23215312.000000 Penalty: 6046.733398
	Iteration 19Q: 3 clusters Score -2.321531e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -23215832.000000 Penalty: 6046.733398
	Iteration 20F: 3 clusters Score -2.321583e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190197 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -23216254.000000 Penalty: 6046.733398
	Iteration 21Q: 3 clusters Score -2.321625e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190944 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -23216700.000000 Penalty: 6046.733398
	Iteration 22Q: 3 clusters Score -2.32167e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191622 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -23216988.000000 Penalty: 6046.733398
	Iteration 23Q: 3 clusters Score -2.321699e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -23217300.000000 Penalty: 6046.733398
	Iteration 24Q: 3 clusters Score -2.32173e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192660 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -23217528.000000 Penalty: 6046.733398
	Iteration 25Q: 3 clusters Score -2.321753e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -23217788.000000 Penalty: 6046.733398
	Iteration 26Q: 3 clusters Score -2.321779e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193397 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -23217932.000000 Penalty: 6046.733398
	Iteration 27Q: 3 clusters Score -2.321793e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193666 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -23218052.000000 Penalty: 6046.733398
	Iteration 28Q: 3 clusters Score -2.321805e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193867 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23218128.000000 Penalty: 6046.733398
	Iteration 29Q: 3 clusters Score -2.321813e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194044 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -23218188.000000 Penalty: 6046.733398
	Iteration 30Q: 3 clusters Score -2.321819e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194201 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -23218260.000000 Penalty: 6046.733398
	Iteration 31Q: 3 clusters Score -2.321826e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194334 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -23218312.000000 Penalty: 6046.733398
	Iteration 32Q: 3 clusters Score -2.321831e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194467 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23218388.000000 Penalty: 6046.733398
	Iteration 33Q: 3 clusters Score -2.321839e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194576 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -23218450.000000 Penalty: 6046.733398
	Iteration 34Q: 3 clusters Score -2.321845e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194658 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -23218480.000000 Penalty: 6046.733398
	Iteration 35Q: 3 clusters Score -2.321848e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194732 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -23218554.000000 Penalty: 6046.733398
	Iteration 36Q: 3 clusters Score -2.321855e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194807 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -23218578.000000 Penalty: 6046.733398
	Iteration 37Q: 3 clusters Score -2.321858e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194857 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23218602.000000 Penalty: 6046.733398
	Iteration 38Q: 3 clusters Score -2.32186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -23218616.000000 Penalty: 6046.733398
	Iteration 39Q: 3 clusters Score -2.321862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194922 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -23218636.000000 Penalty: 6046.733398
	Iteration 40F: 3 clusters Score -2.321864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194969 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23218656.000000 Penalty: 6046.733398
	Iteration 41Q: 3 clusters Score -2.321866e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195000 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23218658.000000 Penalty: 6046.733398
	Iteration 42Q: 3 clusters Score -2.321866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23218668.000000 Penalty: 6046.733398
	Iteration 43Q: 3 clusters Score -2.321867e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195049 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23218706.000000 Penalty: 6046.733398
	Iteration 44Q: 3 clusters Score -2.321871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195074 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23218714.000000 Penalty: 6046.733398
	Iteration 45Q: 3 clusters Score -2.321871e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195098 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23218730.000000 Penalty: 6046.733398
	Iteration 46Q: 3 clusters Score -2.321873e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195121 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -23218738.000000 Penalty: 6046.733398
	Iteration 47Q: 3 clusters Score -2.321874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195140 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -23218756.000000 Penalty: 6046.733398
	Iteration 48Q: 3 clusters Score -2.321876e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195161 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -23218752.000000 Penalty: 6046.733398
	Iteration 49Q: 3 clusters Score -2.321875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195173 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23218760.000000 Penalty: 6046.733398
	Iteration 50Q: 3 clusters Score -2.321876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195186 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23218766.000000 Penalty: 6046.733398
	Iteration 51Q: 3 clusters Score -2.321877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195206 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23218790.000000 Penalty: 6046.733398
	Iteration 52Q: 3 clusters Score -2.321879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195205 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23218772.000000 Penalty: 6046.733398
	Iteration 53Q: 3 clusters Score -2.321877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195205 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23218800.000000 Penalty: 6046.733398
	Iteration 54Q: 3 clusters Score -2.32188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -23218782.000000 Penalty: 6046.733398
	Iteration 55Q: 3 clusters Score -2.321878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195221 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23218782.000000 Penalty: 6046.733398
	Iteration 56Q: 3 clusters Score -2.321878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195225 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -23218794.000000 Penalty: 6046.733398
	Iteration 57Q: 3 clusters Score -2.321879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23218812.000000 Penalty: 6046.733398
	Iteration 58Q: 3 clusters Score -2.321881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195235 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23218804.000000 Penalty: 6046.733398
	Iteration 59Q: 3 clusters Score -2.32188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195239 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23218802.000000 Penalty: 6046.733398
	Iteration 60F: 3 clusters Score -2.32188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195241 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23218806.000000 Penalty: 6046.733398
	Iteration 61Q: 3 clusters Score -2.321881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195245 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -23218804.000000 Penalty: 6046.733398
	Iteration 62Q: 3 clusters Score -2.32188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23218786.000000 Penalty: 6046.733398
	Iteration 63Q: 3 clusters Score -2.321879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195257 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -23218786.000000 Penalty: 6046.733398
	Iteration 64Q: 3 clusters Score -2.321879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195260 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23218802.000000 Penalty: 6046.733398
	Iteration 65Q: 3 clusters Score -2.32188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195270 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -23218794.000000 Penalty: 6046.733398
	Iteration 66Q: 3 clusters Score -2.321879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195270 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -23218808.000000 Penalty: 6046.733398
	Iteration 67Q: 3 clusters Score -2.321881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -23218812.000000 Penalty: 6046.733398
	Iteration 68Q: 3 clusters Score -2.321881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195290 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -23218824.000000 Penalty: 6046.733398
	Iteration 69Q: 3 clusters Score -2.321882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195292 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -23218828.000000 Penalty: 6046.733398
	Iteration 70Q: 3 clusters Score -2.321883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195298 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -23218816.000000 Penalty: 6046.733398
	Iteration 71Q: 3 clusters Score -2.321882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195308 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23218834.000000 Penalty: 6046.733398
	Iteration 72Q: 3 clusters Score -2.321883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195315 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -23218838.000000 Penalty: 6046.733398
	Iteration 73Q: 3 clusters Score -2.321884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195322 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23218822.000000 Penalty: 6046.733398
	Iteration 74Q: 3 clusters Score -2.321882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23218816.000000 Penalty: 6046.733398
	Iteration 75Q: 3 clusters Score -2.321882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23218810.000000 Penalty: 6046.733398
	Iteration 76Q: 3 clusters Score -2.321881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23218822.000000 Penalty: 6046.733398
	Iteration 77Q: 3 clusters Score -2.321882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23218822.000000 Penalty: 6046.733398
	Iteration 78F: 3 clusters Score -2.321882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Entering Unmasked Estep 
Score: -6310179.000000 Penalty: 2700.038086
	Iteration 0F: 2 clusters Score -6310179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6273941.500000 Penalty: 5400.076172
	Iteration 0F: 3 clusters Score -6273942 nChanged 24742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -6287996.000000 Penalty: 5400.076172
	Iteration 1F: 3 clusters Score -6287996 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -6288741.000000 Penalty: 5400.076172
	Iteration 2Q: 3 clusters Score -6288741 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6289631.500000 Penalty: 5400.076172
	Iteration 3Q: 3 clusters Score -6289632 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6290723.500000 Penalty: 5400.076172
	Iteration 4Q: 3 clusters Score -6290724 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -6292175.500000 Penalty: 5400.076172
	Iteration 5F: 3 clusters Score -6292176 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -6294100.000000 Penalty: 5400.076172
	Iteration 6F: 3 clusters Score -6294100 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6296220.000000 Penalty: 5400.076172
	Iteration 7F: 3 clusters Score -6296220 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -6298449.500000 Penalty: 5400.076172
	Iteration 8F: 3 clusters Score -6298450 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6300435.000000 Penalty: 5400.076172
	Iteration 9F: 3 clusters Score -6300435 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -6301878.000000 Penalty: 5400.076172
	Iteration 10Q: 3 clusters Score -6301878 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6302675.500000 Penalty: 5400.076172
	Iteration 11Q: 3 clusters Score -6302676 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -6303318.500000 Penalty: 5400.076172
	Iteration 12Q: 3 clusters Score -6303318 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -6303790.000000 Penalty: 5400.076172
	Iteration 13Q: 3 clusters Score -6303790 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -6304094.500000 Penalty: 5400.076172
	Iteration 14Q: 3 clusters Score -6304094 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -6304324.500000 Penalty: 5400.076172
	Iteration 15Q: 3 clusters Score -6304324 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -6304614.000000 Penalty: 5400.076172
	Iteration 16Q: 3 clusters Score -6304614 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -6304781.000000 Penalty: 5400.076172
	Iteration 17Q: 3 clusters Score -6304781 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -6304985.000000 Penalty: 5400.076172
	Iteration 18Q: 3 clusters Score -6304985 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -6305179.500000 Penalty: 5400.076172
	Iteration 19Q: 3 clusters Score -6305180 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -6305422.000000 Penalty: 5400.076172
	Iteration 20F: 3 clusters Score -6305422 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -6305662.500000 Penalty: 5400.076172
	Iteration 21Q: 3 clusters Score -6305662 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -6305952.000000 Penalty: 5400.076172
	Iteration 22Q: 3 clusters Score -6305952 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -6306218.500000 Penalty: 5400.076172
	Iteration 23Q: 3 clusters Score -6306218 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -6306458.500000 Penalty: 5400.076172
	Iteration 24Q: 3 clusters Score -6306458 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6306642.500000 Penalty: 5400.076172
	Iteration 25Q: 3 clusters Score -6306642 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -6306837.500000 Penalty: 5400.076172
	Iteration 26Q: 3 clusters Score -6306838 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6307019.000000 Penalty: 5400.076172
	Iteration 27Q: 3 clusters Score -6307019 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6307194.000000 Penalty: 5400.076172
	Iteration 28Q: 3 clusters Score -6307194 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6307360.000000 Penalty: 5400.076172
	Iteration 29Q: 3 clusters Score -6307360 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6307512.500000 Penalty: 5400.076172
	Iteration 30Q: 3 clusters Score -6307512 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6307621.500000 Penalty: 5400.076172
	Iteration 31Q: 3 clusters Score -6307622 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6307689.500000 Penalty: 5400.076172
	Iteration 32Q: 3 clusters Score -6307690 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6307829.000000 Penalty: 5400.076172
	Iteration 33Q: 3 clusters Score -6307829 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6307881.500000 Penalty: 5400.076172
	Iteration 34Q: 3 clusters Score -6307882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6307943.000000 Penalty: 5400.076172
	Iteration 35Q: 3 clusters Score -6307943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6308002.500000 Penalty: 5400.076172
	Iteration 36Q: 3 clusters Score -6308002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6308039.000000 Penalty: 5400.076172
	Iteration 37Q: 3 clusters Score -6308039 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6308070.000000 Penalty: 5400.076172
	Iteration 38Q: 3 clusters Score -6308070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6308103.500000 Penalty: 5400.076172
	Iteration 39Q: 3 clusters Score -6308104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6308114.000000 Penalty: 5400.076172
	Iteration 40F: 3 clusters Score -6308114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6308143.500000 Penalty: 5400.076172
	Iteration 41Q: 3 clusters Score -6308144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6308160.500000 Penalty: 5400.076172
	Iteration 42Q: 3 clusters Score -6308160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6308172.500000 Penalty: 5400.076172
	Iteration 43Q: 3 clusters Score -6308172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6308186.000000 Penalty: 5400.076172
	Iteration 44Q: 3 clusters Score -6308186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6308196.000000 Penalty: 5400.076172
	Iteration 45Q: 3 clusters Score -6308196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6308196.000000 Penalty: 5400.076172
	Iteration 46Q: 3 clusters Score -6308196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6308197.000000 Penalty: 5400.076172
	Iteration 47Q: 3 clusters Score -6308197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6308203.000000 Penalty: 5400.076172
	Iteration 48Q: 3 clusters Score -6308203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6308210.500000 Penalty: 5400.076172
	Iteration 49Q: 3 clusters Score -6308210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6308224.500000 Penalty: 5400.076172
	Iteration 50Q: 3 clusters Score -6308224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6308228.000000 Penalty: 5400.076172
	Iteration 51Q: 3 clusters Score -6308228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6308226.000000 Penalty: 5400.076172
	Iteration 52Q: 3 clusters Score -6308226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6308236.500000 Penalty: 5400.076172
	Iteration 53Q: 3 clusters Score -6308236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6308235.500000 Penalty: 5400.076172
	Iteration 54Q: 3 clusters Score -6308236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6308244.500000 Penalty: 5400.076172
	Iteration 55Q: 3 clusters Score -6308244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6308246.500000 Penalty: 5400.076172
	Iteration 56Q: 3 clusters Score -6308246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6308241.500000 Penalty: 5400.076172
	Iteration 57Q: 3 clusters Score -6308242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6308241.000000 Penalty: 5400.076172
	Iteration 58Q: 3 clusters Score -6308241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6308241.500000 Penalty: 5400.076172
	Iteration 59Q: 3 clusters Score -6308242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6308241.000000 Penalty: 5400.076172
	Iteration 60F: 3 clusters Score -6308241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6308239.000000 Penalty: 5400.076172
	Iteration 61Q: 3 clusters Score -6308239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6308239.500000 Penalty: 5400.076172
	Iteration 62Q: 3 clusters Score -6308240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6308240.500000 Penalty: 5400.076172
	Iteration 63Q: 3 clusters Score -6308240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6308238.000000 Penalty: 5400.076172
	Iteration 64Q: 3 clusters Score -6308238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6308242.500000 Penalty: 5400.076172
	Iteration 65Q: 3 clusters Score -6308242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6308257.500000 Penalty: 5400.076172
	Iteration 66Q: 3 clusters Score -6308258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6308253.500000 Penalty: 5400.076172
	Iteration 67Q: 3 clusters Score -6308254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6308251.000000 Penalty: 5400.076172
	Iteration 68Q: 3 clusters Score -6308251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6308254.000000 Penalty: 5400.076172
	Iteration 69Q: 3 clusters Score -6308254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6308263.500000 Penalty: 5400.076172
	Iteration 70Q: 3 clusters Score -6308264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6308263.500000 Penalty: 5400.076172
	Iteration 71Q: 3 clusters Score -6308264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6308266.000000 Penalty: 5400.076172
	Iteration 72Q: 3 clusters Score -6308266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6308271.000000 Penalty: 5400.076172
	Iteration 73Q: 3 clusters Score -6308271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6308266.000000 Penalty: 5400.076172
	Iteration 74Q: 3 clusters Score -6308266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6308274.000000 Penalty: 5400.076172
	Iteration 75Q: 3 clusters Score -6308274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6308272.500000 Penalty: 5400.076172
	Iteration 76Q: 3 clusters Score -6308272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6308269.500000 Penalty: 5400.076172
	Iteration 77Q: 3 clusters Score -6308270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6308268.500000 Penalty: 5400.076172
	Iteration 78Q: 3 clusters Score -6308268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6308268.500000 Penalty: 5400.076172
	Iteration 79Q: 3 clusters Score -6308268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6308268.500000 Penalty: 5400.076172
	Iteration 80F: 3 clusters Score -6308268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6308274.000000 Penalty: 5400.076172
	Iteration 81Q: 3 clusters Score -6308274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6308278.000000 Penalty: 5400.076172
	Iteration 82Q: 3 clusters Score -6308278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6308276.500000 Penalty: 5400.076172
	Iteration 83Q: 3 clusters Score -6308276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6308271.500000 Penalty: 5400.076172
	Iteration 84Q: 3 clusters Score -6308272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6308268.000000 Penalty: 5400.076172
	Iteration 85Q: 3 clusters Score -6308268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6308268.000000 Penalty: 5400.076172
	Iteration 86F: 3 clusters Score -6308268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Entering Unmasked Estep 
Score: -9749348.000000 Penalty: 2811.060791
	Iteration 0F: 2 clusters Score -9749348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -9693491.000000 Penalty: 5622.121582
	Iteration 0F: 3 clusters Score -9693491 nChanged 39584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41735 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9736334 nChanged 1852
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9737712 nChanged 1623
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Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9738337 nChanged 1639
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Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9738987 nChanged 1511
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Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9739539 nChanged 1387
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Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 22920 members 
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Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9742178 nChanged 1324
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Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9743313 nChanged 1281
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Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9745564 nChanged 1009
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Mstep: Class 1 contains 66880 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9746025 nChanged 794
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Mstep: Class 1 contains 67356 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9746274 nChanged 597
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Mstep: Class 2 contains 15939 members 
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	Iteration 29Q: 3 clusters Score -9746382 nChanged 470
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	Iteration 30Q: 3 clusters Score -9746494 nChanged 429
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Entering Unmasked Estep 
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Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70954 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71382 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72709 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9747304 nChanged 225
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Mstep: Class 1 contains 75666 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6280 members 
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Mstep: Class 2 contains 5976 members 
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	Iteration 75Q: 3 clusters Score -9747835 nChanged 131
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	Iteration 76Q: 3 clusters Score -9747860 nChanged 145
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	Iteration 80F: 3 clusters Score -9747874 nChanged 98
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	Iteration 81Q: 3 clusters Score -9747909 nChanged 88
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9747923 nChanged 81
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Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9747944 nChanged 75
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Mstep: Class 1 contains 78811 members 
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	Iteration 85Q: 3 clusters Score -9747961 nChanged 87
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	Iteration 86Q: 3 clusters Score -9747951 nChanged 84
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	Iteration 87Q: 3 clusters Score -9747969 nChanged 64
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	Iteration 89Q: 3 clusters Score -9747988 nChanged 55
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	Iteration 92Q: 3 clusters Score -9748000 nChanged 46
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Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -9748007.000000 Penalty: 5622.121582
	Iteration 93Q: 3 clusters Score -9748007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -9748011.000000 Penalty: 5622.121582
	Iteration 94Q: 3 clusters Score -9748011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9748009.000000 Penalty: 5622.121582
	Iteration 95Q: 3 clusters Score -9748009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -9748005.000000 Penalty: 5622.121582
	Iteration 96Q: 3 clusters Score -9748005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9748002.000000 Penalty: 5622.121582
	Iteration 97Q: 3 clusters Score -9748002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9748000.000000 Penalty: 5622.121582
	Iteration 98Q: 3 clusters Score -9748000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -9748024.000000 Penalty: 5622.121582
	Iteration 99Q: 3 clusters Score -9748024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -9748029.000000 Penalty: 5622.121582
	Iteration 100F: 3 clusters Score -9748029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9748029.000000 Penalty: 5622.121582
	Iteration 101Q: 3 clusters Score -9748029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -9748035.000000 Penalty: 5622.121582
	Iteration 102Q: 3 clusters Score -9748035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -9748036.000000 Penalty: 5622.121582
	Iteration 103Q: 3 clusters Score -9748036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -9748039.000000 Penalty: 5622.121582
	Iteration 104Q: 3 clusters Score -9748039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9748047.000000 Penalty: 5622.121582
	Iteration 105Q: 3 clusters Score -9748047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -9748055.000000 Penalty: 5622.121582
	Iteration 106Q: 3 clusters Score -9748055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9748066.000000 Penalty: 5622.121582
	Iteration 107Q: 3 clusters Score -9748066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9748084.000000 Penalty: 5622.121582
	Iteration 108Q: 3 clusters Score -9748084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9748090.000000 Penalty: 5622.121582
	Iteration 109Q: 3 clusters Score -9748090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -9748095.000000 Penalty: 5622.121582
	Iteration 110Q: 3 clusters Score -9748095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9748085.000000 Penalty: 5622.121582
	Iteration 111Q: 3 clusters Score -9748085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -9748095.000000 Penalty: 5622.121582
	Iteration 112Q: 3 clusters Score -9748095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9748089.000000 Penalty: 5622.121582
	Iteration 113Q: 3 clusters Score -9748089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9748089.000000 Penalty: 5622.121582
	Iteration 114Q: 3 clusters Score -9748089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9748102.000000 Penalty: 5622.121582
	Iteration 115Q: 3 clusters Score -9748102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9748104.000000 Penalty: 5622.121582
	Iteration 116Q: 3 clusters Score -9748104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9748091.000000 Penalty: 5622.121582
	Iteration 117Q: 3 clusters Score -9748091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9748108.000000 Penalty: 5622.121582
	Iteration 118Q: 3 clusters Score -9748108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9748131.000000 Penalty: 5622.121582
	Iteration 119Q: 3 clusters Score -9748131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -9748130.000000 Penalty: 5622.121582
	Iteration 120F: 3 clusters Score -9748130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9748149.000000 Penalty: 5622.121582
	Iteration 121Q: 3 clusters Score -9748149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -9748158.000000 Penalty: 5622.121582
	Iteration 122Q: 3 clusters Score -9748158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9748159.000000 Penalty: 5622.121582
	Iteration 123Q: 3 clusters Score -9748159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9748173.000000 Penalty: 5622.121582
	Iteration 124Q: 3 clusters Score -9748173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9748194.000000 Penalty: 5622.121582
	Iteration 125Q: 3 clusters Score -9748194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9748186.000000 Penalty: 5622.121582
	Iteration 126Q: 3 clusters Score -9748186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9748188.000000 Penalty: 5622.121582
	Iteration 127Q: 3 clusters Score -9748188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9748195.000000 Penalty: 5622.121582
	Iteration 128Q: 3 clusters Score -9748195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -9748192.000000 Penalty: 5622.121582
	Iteration 129Q: 3 clusters Score -9748192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9748183.000000 Penalty: 5622.121582
	Iteration 130Q: 3 clusters Score -9748183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9748203.000000 Penalty: 5622.121582
	Iteration 131Q: 3 clusters Score -9748203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9748196.000000 Penalty: 5622.121582
	Iteration 132Q: 3 clusters Score -9748196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9748196.000000 Penalty: 5622.121582
	Iteration 133Q: 3 clusters Score -9748196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9748198.000000 Penalty: 5622.121582
	Iteration 134Q: 3 clusters Score -9748198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9748190.000000 Penalty: 5622.121582
	Iteration 135Q: 3 clusters Score -9748190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9748183.000000 Penalty: 5622.121582
	Iteration 136Q: 3 clusters Score -9748183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9748193.000000 Penalty: 5622.121582
	Iteration 137Q: 3 clusters Score -9748193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9748180.000000 Penalty: 5622.121582
	Iteration 138Q: 3 clusters Score -9748180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -9748189.000000 Penalty: 5622.121582
	Iteration 139Q: 3 clusters Score -9748189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -9748195.000000 Penalty: 5622.121582
	Iteration 140F: 3 clusters Score -9748195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -9748191.000000 Penalty: 5622.121582
	Iteration 141Q: 3 clusters Score -9748191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9748208.000000 Penalty: 5622.121582
	Iteration 142Q: 3 clusters Score -9748208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -9748213.000000 Penalty: 5622.121582
	Iteration 143Q: 3 clusters Score -9748213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9748233.000000 Penalty: 5622.121582
	Iteration 144Q: 3 clusters Score -9748233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9748216.000000 Penalty: 5622.121582
	Iteration 145Q: 3 clusters Score -9748216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9748238.000000 Penalty: 5622.121582
	Iteration 146Q: 3 clusters Score -9748238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -9748250.000000 Penalty: 5622.121582
	Iteration 147Q: 3 clusters Score -9748250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -9748250.000000 Penalty: 5622.121582
	Iteration 148Q: 3 clusters Score -9748250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9748241.000000 Penalty: 5622.121582
	Iteration 149Q: 3 clusters Score -9748241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9748234.000000 Penalty: 5622.121582
	Iteration 150Q: 3 clusters Score -9748234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9748246.000000 Penalty: 5622.121582
	Iteration 151Q: 3 clusters Score -9748246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9748248.000000 Penalty: 5622.121582
	Iteration 152Q: 3 clusters Score -9748248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9748244.000000 Penalty: 5622.121582
	Iteration 153Q: 3 clusters Score -9748244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9748249.000000 Penalty: 5622.121582
	Iteration 154Q: 3 clusters Score -9748249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -9748243.000000 Penalty: 5622.121582
	Iteration 155Q: 3 clusters Score -9748243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9748247.000000 Penalty: 5622.121582
	Iteration 156Q: 3 clusters Score -9748247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9748245.000000 Penalty: 5622.121582
	Iteration 157Q: 3 clusters Score -9748245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9748253.000000 Penalty: 5622.121582
	Iteration 158Q: 3 clusters Score -9748253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9748240.000000 Penalty: 5622.121582
	Iteration 159Q: 3 clusters Score -9748240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9748240.000000 Penalty: 5622.121582
	Iteration 160F: 3 clusters Score -9748240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9748244.000000 Penalty: 5622.121582
	Iteration 161Q: 3 clusters Score -9748244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9748244.000000 Penalty: 5622.121582
	Iteration 162Q: 3 clusters Score -9748244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9748240.000000 Penalty: 5622.121582
	Iteration 163Q: 3 clusters Score -9748240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -9748243.000000 Penalty: 5622.121582
	Iteration 164Q: 3 clusters Score -9748243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9748242.000000 Penalty: 5622.121582
	Iteration 165Q: 3 clusters Score -9748242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9748234.000000 Penalty: 5622.121582
	Iteration 166Q: 3 clusters Score -9748234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -9748235.000000 Penalty: 5622.121582
	Iteration 167Q: 3 clusters Score -9748235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9748239.000000 Penalty: 5622.121582
	Iteration 168Q: 3 clusters Score -9748239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9748227.000000 Penalty: 5622.121582
	Iteration 169Q: 3 clusters Score -9748227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -9748223.000000 Penalty: 5622.121582
	Iteration 170Q: 3 clusters Score -9748223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -9748223.000000 Penalty: 5622.121582
	Iteration 171F: 3 clusters Score -9748223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1240121.875000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1240122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1231858.000000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1231858 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1234434.625000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1234435 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1234929.875000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1234930 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1235522.125000 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -1235522 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1236253.750000 Penalty: 4608.243652
	Iteration 4F: 3 clusters Score -1236254 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1237074.875000 Penalty: 4608.243652
	Iteration 5F: 3 clusters Score -1237075 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1237798.000000 Penalty: 4608.243652
	Iteration 6F: 3 clusters Score -1237798 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1238285.750000 Penalty: 4608.243652
	Iteration 7F: 3 clusters Score -1238286 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1238616.875000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1238617 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1238813.625000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1238814 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1238923.875000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1238924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1238972.000000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1238972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1238997.750000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1238998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1239016.375000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1239016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1239023.875000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1239024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1239026.500000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1239026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1239032.375000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1239032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1239031.500000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1239032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1239032.750000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1239033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1239033.875000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1239034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1239035.750000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1239036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1239037.500000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1239038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1239038.000000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1239038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1239037.750000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1239038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1239040.500000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1239040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1239039.625000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1239040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1239039.625000 Penalty: 4608.243652
	Iteration 26F: 3 clusters Score -1239040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Entering Unmasked Estep 
Score: -19564886.000000 Penalty: 2980.661621
	Iteration 0F: 2 clusters Score -1.956489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -19453972.000000 Penalty: 5961.323242
	Iteration 0F: 3 clusters Score -1.945397e+07 nChanged 79636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -19500918.000000 Penalty: 5961.323242
	Iteration 1F: 3 clusters Score -1.950092e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -19502520.000000 Penalty: 5961.323242
	Iteration 2Q: 3 clusters Score -1.950252e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -19504876.000000 Penalty: 5961.323242
	Iteration 3Q: 3 clusters Score -1.950488e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -19508746.000000 Penalty: 5961.323242
	Iteration 4Q: 3 clusters Score -1.950875e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -19514854.000000 Penalty: 5961.323242
	Iteration 5F: 3 clusters Score -1.951485e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -19524084.000000 Penalty: 5961.323242
	Iteration 6F: 3 clusters Score -1.952408e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -19534142.000000 Penalty: 5961.323242
	Iteration 7F: 3 clusters Score -1.953414e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -19541814.000000 Penalty: 5961.323242
	Iteration 8F: 3 clusters Score -1.954181e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -19545656.000000 Penalty: 5961.323242
	Iteration 9Q: 3 clusters Score -1.954566e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 116781 members 
Entering Unmasked Estep 
Score: -19547454.000000 Penalty: 5961.323242
	Iteration 10Q: 3 clusters Score -1.954745e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -19548590.000000 Penalty: 5961.323242
	Iteration 11Q: 3 clusters Score -1.954859e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 122147 members 
Entering Unmasked Estep 
Score: -19549632.000000 Penalty: 5961.323242
	Iteration 12Q: 3 clusters Score -1.954963e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 124769 members 
Entering Unmasked Estep 
Score: -19550710.000000 Penalty: 5961.323242
	Iteration 13Q: 3 clusters Score -1.955071e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 127309 members 
Entering Unmasked Estep 
Score: -19551654.000000 Penalty: 5961.323242
	Iteration 14Q: 3 clusters Score -1.955165e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -19552528.000000 Penalty: 5961.323242
	Iteration 15Q: 3 clusters Score -1.955253e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -19553396.000000 Penalty: 5961.323242
	Iteration 16Q: 3 clusters Score -1.95534e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -19554214.000000 Penalty: 5961.323242
	Iteration 17Q: 3 clusters Score -1.955421e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -19555130.000000 Penalty: 5961.323242
	Iteration 18Q: 3 clusters Score -1.955513e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 139250 members 
Entering Unmasked Estep 
Score: -19555938.000000 Penalty: 5961.323242
	Iteration 19Q: 3 clusters Score -1.955594e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -19556842.000000 Penalty: 5961.323242
	Iteration 20F: 3 clusters Score -1.955684e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 143579 members 
Entering Unmasked Estep 
Score: -19557542.000000 Penalty: 5961.323242
	Iteration 21Q: 3 clusters Score -1.955754e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -19558230.000000 Penalty: 5961.323242
	Iteration 22Q: 3 clusters Score -1.955823e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -19558908.000000 Penalty: 5961.323242
	Iteration 23Q: 3 clusters Score -1.955891e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -19559554.000000 Penalty: 5961.323242
	Iteration 24Q: 3 clusters Score -1.955955e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 150749 members 
Entering Unmasked Estep 
Score: -19560058.000000 Penalty: 5961.323242
	Iteration 25Q: 3 clusters Score -1.956006e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -19560668.000000 Penalty: 5961.323242
	Iteration 26Q: 3 clusters Score -1.956067e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 153352 members 
Entering Unmasked Estep 
Score: -19561046.000000 Penalty: 5961.323242
	Iteration 27Q: 3 clusters Score -1.956105e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -19561382.000000 Penalty: 5961.323242
	Iteration 28Q: 3 clusters Score -1.956138e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -19561718.000000 Penalty: 5961.323242
	Iteration 29Q: 3 clusters Score -1.956172e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -19562028.000000 Penalty: 5961.323242
	Iteration 30Q: 3 clusters Score -1.956203e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 157259 members 
Entering Unmasked Estep 
Score: -19562186.000000 Penalty: 5961.323242
	Iteration 31Q: 3 clusters Score -1.956219e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -19562390.000000 Penalty: 5961.323242
	Iteration 32Q: 3 clusters Score -1.956239e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 158648 members 
Entering Unmasked Estep 
Score: -19562550.000000 Penalty: 5961.323242
	Iteration 33Q: 3 clusters Score -1.956255e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -19562760.000000 Penalty: 5961.323242
	Iteration 34Q: 3 clusters Score -1.956276e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 159706 members 
Entering Unmasked Estep 
Score: -19562866.000000 Penalty: 5961.323242
	Iteration 35Q: 3 clusters Score -1.956287e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 160131 members 
Entering Unmasked Estep 
Score: -19562944.000000 Penalty: 5961.323242
	Iteration 36Q: 3 clusters Score -1.956294e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -19562988.000000 Penalty: 5961.323242
	Iteration 37Q: 3 clusters Score -1.956299e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 160761 members 
Entering Unmasked Estep 
Score: -19562996.000000 Penalty: 5961.323242
	Iteration 38Q: 3 clusters Score -1.9563e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 160992 members 
Entering Unmasked Estep 
Score: -19563060.000000 Penalty: 5961.323242
	Iteration 39Q: 3 clusters Score -1.956306e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -19563126.000000 Penalty: 5961.323242
	Iteration 40F: 3 clusters Score -1.956313e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 161339 members 
Entering Unmasked Estep 
Score: -19563162.000000 Penalty: 5961.323242
	Iteration 41Q: 3 clusters Score -1.956316e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 161479 members 
Entering Unmasked Estep 
Score: -19563192.000000 Penalty: 5961.323242
	Iteration 42Q: 3 clusters Score -1.956319e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 161606 members 
Entering Unmasked Estep 
Score: -19563166.000000 Penalty: 5961.323242
	Iteration 43Q: 3 clusters Score -1.956317e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -19563182.000000 Penalty: 5961.323242
	Iteration 44Q: 3 clusters Score -1.956318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 161795 members 
Entering Unmasked Estep 
Score: -19563194.000000 Penalty: 5961.323242
	Iteration 45Q: 3 clusters Score -1.956319e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -19563208.000000 Penalty: 5961.323242
	Iteration 46Q: 3 clusters Score -1.956321e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -19563226.000000 Penalty: 5961.323242
	Iteration 47Q: 3 clusters Score -1.956323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -19563228.000000 Penalty: 5961.323242
	Iteration 48Q: 3 clusters Score -1.956323e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -19563268.000000 Penalty: 5961.323242
	Iteration 49Q: 3 clusters Score -1.956327e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 162125 members 
Entering Unmasked Estep 
Score: -19563290.000000 Penalty: 5961.323242
	Iteration 50Q: 3 clusters Score -1.956329e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 162185 members 
Entering Unmasked Estep 
Score: -19563326.000000 Penalty: 5961.323242
	Iteration 51Q: 3 clusters Score -1.956333e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -19563326.000000 Penalty: 5961.323242
	Iteration 52Q: 3 clusters Score -1.956333e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -19563348.000000 Penalty: 5961.323242
	Iteration 53Q: 3 clusters Score -1.956335e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -19563354.000000 Penalty: 5961.323242
	Iteration 54Q: 3 clusters Score -1.956335e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 162381 members 
Entering Unmasked Estep 
Score: -19563374.000000 Penalty: 5961.323242
	Iteration 55Q: 3 clusters Score -1.956337e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -19563362.000000 Penalty: 5961.323242
	Iteration 56Q: 3 clusters Score -1.956336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -19563394.000000 Penalty: 5961.323242
	Iteration 57Q: 3 clusters Score -1.956339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -19563414.000000 Penalty: 5961.323242
	Iteration 58Q: 3 clusters Score -1.956341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -19563440.000000 Penalty: 5961.323242
	Iteration 59Q: 3 clusters Score -1.956344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -19563428.000000 Penalty: 5961.323242
	Iteration 60F: 3 clusters Score -1.956343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 162564 members 
Entering Unmasked Estep 
Score: -19563438.000000 Penalty: 5961.323242
	Iteration 61Q: 3 clusters Score -1.956344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 162588 members 
Entering Unmasked Estep 
Score: -19563448.000000 Penalty: 5961.323242
	Iteration 62Q: 3 clusters Score -1.956345e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -19563444.000000 Penalty: 5961.323242
	Iteration 63Q: 3 clusters Score -1.956344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 162646 members 
Entering Unmasked Estep 
Score: -19563444.000000 Penalty: 5961.323242
	Iteration 64Q: 3 clusters Score -1.956344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 162663 members 
Entering Unmasked Estep 
Score: -19563432.000000 Penalty: 5961.323242
	Iteration 65Q: 3 clusters Score -1.956343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 162679 members 
Entering Unmasked Estep 
Score: -19563444.000000 Penalty: 5961.323242
	Iteration 66Q: 3 clusters Score -1.956344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -19563472.000000 Penalty: 5961.323242
	Iteration 67Q: 3 clusters Score -1.956347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -19563472.000000 Penalty: 5961.323242
	Iteration 68Q: 3 clusters Score -1.956347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -19563478.000000 Penalty: 5961.323242
	Iteration 69Q: 3 clusters Score -1.956348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 162755 members 
Entering Unmasked Estep 
Score: -19563488.000000 Penalty: 5961.323242
	Iteration 70Q: 3 clusters Score -1.956349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 162767 members 
Entering Unmasked Estep 
Score: -19563490.000000 Penalty: 5961.323242
	Iteration 71Q: 3 clusters Score -1.956349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 162774 members 
Entering Unmasked Estep 
Score: -19563498.000000 Penalty: 5961.323242
	Iteration 72Q: 3 clusters Score -1.95635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -19563510.000000 Penalty: 5961.323242
	Iteration 73Q: 3 clusters Score -1.956351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 162781 members 
Entering Unmasked Estep 
Score: -19563504.000000 Penalty: 5961.323242
	Iteration 74Q: 3 clusters Score -1.95635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -19563516.000000 Penalty: 5961.323242
	Iteration 75Q: 3 clusters Score -1.956352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -19563508.000000 Penalty: 5961.323242
	Iteration 76Q: 3 clusters Score -1.956351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 162799 members 
Entering Unmasked Estep 
Score: -19563506.000000 Penalty: 5961.323242
	Iteration 77Q: 3 clusters Score -1.956351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -19563508.000000 Penalty: 5961.323242
	Iteration 78Q: 3 clusters Score -1.956351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 162799 members 
Entering Unmasked Estep 
Score: -19563510.000000 Penalty: 5961.323242
	Iteration 79Q: 3 clusters Score -1.956351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 162799 members 
Entering Unmasked Estep 
Score: -19563510.000000 Penalty: 5961.323242
	Iteration 80F: 3 clusters Score -1.956351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (307310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307310 members 
Entering Unmasked Estep 
Score: -35925444.000000 Penalty: 3133.631836
	Iteration 0F: 2 clusters Score -3.592544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 153959 members 
Entering Unmasked Estep 
Score: -35721888.000000 Penalty: 6267.263672
	Iteration 0F: 3 clusters Score -3.572189e+07 nChanged 148862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148101 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -35810212.000000 Penalty: 6267.263672
	Iteration 1F: 3 clusters Score -3.581021e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -35812628.000000 Penalty: 6267.263672
	Iteration 2Q: 3 clusters Score -3.581263e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -35816044.000000 Penalty: 6267.263672
	Iteration 3Q: 3 clusters Score -3.581604e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135044 members 
Mstep: Class 2 contains 172266 members 
Entering Unmasked Estep 
Score: -35821868.000000 Penalty: 6267.263672
	Iteration 4Q: 3 clusters Score -3.582187e+07 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127445 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -35831324.000000 Penalty: 6267.263672
	Iteration 5F: 3 clusters Score -3.583132e+07 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119602 members 
Mstep: Class 2 contains 187708 members 
Entering Unmasked Estep 
Score: -35845100.000000 Penalty: 6267.263672
	Iteration 6F: 3 clusters Score -3.58451e+07 nChanged 21346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 193684 members 
Entering Unmasked Estep 
Score: -35861332.000000 Penalty: 6267.263672
	Iteration 7F: 3 clusters Score -3.586133e+07 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -35873488.000000 Penalty: 6267.263672
	Iteration 8F: 3 clusters Score -3.587349e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111284 members 
Mstep: Class 2 contains 196026 members 
Entering Unmasked Estep 
Score: -35878436.000000 Penalty: 6267.263672
	Iteration 9Q: 3 clusters Score -3.587844e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 195389 members 
Entering Unmasked Estep 
Score: -35879936.000000 Penalty: 6267.263672
	Iteration 10Q: 3 clusters Score -3.587994e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 194428 members 
Entering Unmasked Estep 
Score: -35880392.000000 Penalty: 6267.263672
	Iteration 11Q: 3 clusters Score -3.588039e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -35880808.000000 Penalty: 6267.263672
	Iteration 12Q: 3 clusters Score -3.588081e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 191940 members 
Entering Unmasked Estep 
Score: -35881016.000000 Penalty: 6267.263672
	Iteration 13Q: 3 clusters Score -3.588102e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116890 members 
Mstep: Class 2 contains 190420 members 
Entering Unmasked Estep 
Score: -35881412.000000 Penalty: 6267.263672
	Iteration 14Q: 3 clusters Score -3.588141e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 188731 members 
Entering Unmasked Estep 
Score: -35881628.000000 Penalty: 6267.263672
	Iteration 15Q: 3 clusters Score -3.588163e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120407 members 
Mstep: Class 2 contains 186903 members 
Entering Unmasked Estep 
Score: -35882092.000000 Penalty: 6267.263672
	Iteration 16Q: 3 clusters Score -3.588209e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122401 members 
Mstep: Class 2 contains 184909 members 
Entering Unmasked Estep 
Score: -35882620.000000 Penalty: 6267.263672
	Iteration 17Q: 3 clusters Score -3.588262e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -35883012.000000 Penalty: 6267.263672
	Iteration 18Q: 3 clusters Score -3.588301e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 180586 members 
Entering Unmasked Estep 
Score: -35883396.000000 Penalty: 6267.263672
	Iteration 19Q: 3 clusters Score -3.58834e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129099 members 
Mstep: Class 2 contains 178211 members 
Entering Unmasked Estep 
Score: -35883952.000000 Penalty: 6267.263672
	Iteration 20F: 3 clusters Score -3.588395e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131633 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -35884516.000000 Penalty: 6267.263672
	Iteration 21Q: 3 clusters Score -3.588452e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134270 members 
Mstep: Class 2 contains 173040 members 
Entering Unmasked Estep 
Score: -35885124.000000 Penalty: 6267.263672
	Iteration 22Q: 3 clusters Score -3.588512e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -35885900.000000 Penalty: 6267.263672
	Iteration 23Q: 3 clusters Score -3.58859e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 167366 members 
Entering Unmasked Estep 
Score: -35886964.000000 Penalty: 6267.263672
	Iteration 24Q: 3 clusters Score -3.588696e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 164445 members 
Entering Unmasked Estep 
Score: -35887720.000000 Penalty: 6267.263672
	Iteration 25Q: 3 clusters Score -3.588772e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -35889016.000000 Penalty: 6267.263672
	Iteration 26Q: 3 clusters Score -3.588902e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148895 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -35890112.000000 Penalty: 6267.263672
	Iteration 27Q: 3 clusters Score -3.589011e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151856 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -35891060.000000 Penalty: 6267.263672
	Iteration 28Q: 3 clusters Score -3.589106e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 152664 members 
Entering Unmasked Estep 
Score: -35892216.000000 Penalty: 6267.263672
	Iteration 29Q: 3 clusters Score -3.589222e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -35893268.000000 Penalty: 6267.263672
	Iteration 30Q: 3 clusters Score -3.589327e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159801 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -35894244.000000 Penalty: 6267.263672
	Iteration 31Q: 3 clusters Score -3.589424e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162348 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -35894996.000000 Penalty: 6267.263672
	Iteration 32Q: 3 clusters Score -3.5895e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164770 members 
Mstep: Class 2 contains 142540 members 
Entering Unmasked Estep 
Score: -35895668.000000 Penalty: 6267.263672
	Iteration 33Q: 3 clusters Score -3.589567e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 140130 members 
Entering Unmasked Estep 
Score: -35896428.000000 Penalty: 6267.263672
	Iteration 34Q: 3 clusters Score -3.589643e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 137788 members 
Entering Unmasked Estep 
Score: -35897140.000000 Penalty: 6267.263672
	Iteration 35Q: 3 clusters Score -3.589714e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171674 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
Score: -35897804.000000 Penalty: 6267.263672
	Iteration 36Q: 3 clusters Score -3.58978e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173810 members 
Mstep: Class 2 contains 133500 members 
Entering Unmasked Estep 
Score: -35897988.000000 Penalty: 6267.263672
	Iteration 37Q: 3 clusters Score -3.589799e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -35898300.000000 Penalty: 6267.263672
	Iteration 38Q: 3 clusters Score -3.58983e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 129119 members 
Entering Unmasked Estep 
Score: -35898496.000000 Penalty: 6267.263672
	Iteration 39Q: 3 clusters Score -3.58985e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180406 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -35898784.000000 Penalty: 6267.263672
	Iteration 40F: 3 clusters Score -3.589878e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182879 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -35899052.000000 Penalty: 6267.263672
	Iteration 41Q: 3 clusters Score -3.589905e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185441 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
Score: -35899464.000000 Penalty: 6267.263672
	Iteration 42Q: 3 clusters Score -3.589946e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -35899748.000000 Penalty: 6267.263672
	Iteration 43Q: 3 clusters Score -3.589975e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190786 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -35900296.000000 Penalty: 6267.263672
	Iteration 44Q: 3 clusters Score -3.59003e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -35900632.000000 Penalty: 6267.263672
	Iteration 45Q: 3 clusters Score -3.590063e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196380 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -35900996.000000 Penalty: 6267.263672
	Iteration 46Q: 3 clusters Score -3.5901e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199424 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -35901324.000000 Penalty: 6267.263672
	Iteration 47Q: 3 clusters Score -3.590132e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202650 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -35901640.000000 Penalty: 6267.263672
	Iteration 48Q: 3 clusters Score -3.590164e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -35902356.000000 Penalty: 6267.263672
	Iteration 49Q: 3 clusters Score -3.590236e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209590 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -35902944.000000 Penalty: 6267.263672
	Iteration 50Q: 3 clusters Score -3.590294e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213315 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -35903592.000000 Penalty: 6267.263672
	Iteration 51Q: 3 clusters Score -3.590359e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217102 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -35904024.000000 Penalty: 6267.263672
	Iteration 52Q: 3 clusters Score -3.590402e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221125 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -35904604.000000 Penalty: 6267.263672
	Iteration 53Q: 3 clusters Score -3.59046e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225282 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -35905468.000000 Penalty: 6267.263672
	Iteration 54Q: 3 clusters Score -3.590547e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229526 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -35906232.000000 Penalty: 6267.263672
	Iteration 55Q: 3 clusters Score -3.590623e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233938 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -35906920.000000 Penalty: 6267.263672
	Iteration 56Q: 3 clusters Score -3.590692e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238387 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -35908224.000000 Penalty: 6267.263672
	Iteration 57Q: 3 clusters Score -3.590822e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242806 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -35909240.000000 Penalty: 6267.263672
	Iteration 58Q: 3 clusters Score -3.590924e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247376 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -35910296.000000 Penalty: 6267.263672
	Iteration 59Q: 3 clusters Score -3.59103e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251966 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -35911384.000000 Penalty: 6267.263672
	Iteration 60F: 3 clusters Score -3.591138e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256546 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -35912620.000000 Penalty: 6267.263672
	Iteration 61Q: 3 clusters Score -3.591262e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260986 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -35913900.000000 Penalty: 6267.263672
	Iteration 62Q: 3 clusters Score -3.59139e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265340 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -35915388.000000 Penalty: 6267.263672
	Iteration 63Q: 3 clusters Score -3.591539e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269543 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -35916680.000000 Penalty: 6267.263672
	Iteration 64Q: 3 clusters Score -3.591668e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273509 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -35917900.000000 Penalty: 6267.263672
	Iteration 65Q: 3 clusters Score -3.59179e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277206 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -35919080.000000 Penalty: 6267.263672
	Iteration 66Q: 3 clusters Score -3.591908e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280510 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -35920052.000000 Penalty: 6267.263672
	Iteration 67Q: 3 clusters Score -3.592005e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283402 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -35921048.000000 Penalty: 6267.263672
	Iteration 68Q: 3 clusters Score -3.592105e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285950 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -35921684.000000 Penalty: 6267.263672
	Iteration 69Q: 3 clusters Score -3.592168e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288209 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -35922456.000000 Penalty: 6267.263672
	Iteration 70Q: 3 clusters Score -3.592246e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290135 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -35922836.000000 Penalty: 6267.263672
	Iteration 71Q: 3 clusters Score -3.592284e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291765 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -35923192.000000 Penalty: 6267.263672
	Iteration 72Q: 3 clusters Score -3.592319e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293253 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -35923588.000000 Penalty: 6267.263672
	Iteration 73Q: 3 clusters Score -3.592359e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294496 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -35923964.000000 Penalty: 6267.263672
	Iteration 74Q: 3 clusters Score -3.592396e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295574 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -35924220.000000 Penalty: 6267.263672
	Iteration 75Q: 3 clusters Score -3.592422e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296510 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -35924484.000000 Penalty: 6267.263672
	Iteration 76Q: 3 clusters Score -3.592448e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297328 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -35924612.000000 Penalty: 6267.263672
	Iteration 77Q: 3 clusters Score -3.592461e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298070 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -35924832.000000 Penalty: 6267.263672
	Iteration 78Q: 3 clusters Score -3.592483e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298735 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -35925048.000000 Penalty: 6267.263672
	Iteration 79Q: 3 clusters Score -3.592505e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299304 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -35925052.000000 Penalty: 6267.263672
	Iteration 80F: 3 clusters Score -3.592505e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299809 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -35925152.000000 Penalty: 6267.263672
	Iteration 81Q: 3 clusters Score -3.592515e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300244 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -35925144.000000 Penalty: 6267.263672
	Iteration 82Q: 3 clusters Score -3.592514e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300612 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -35925176.000000 Penalty: 6267.263672
	Iteration 83Q: 3 clusters Score -3.592518e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300956 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -35925164.000000 Penalty: 6267.263672
	Iteration 84Q: 3 clusters Score -3.592516e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301245 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -35925172.000000 Penalty: 6267.263672
	Iteration 85Q: 3 clusters Score -3.592517e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301493 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -35925096.000000 Penalty: 6267.263672
	Iteration 86Q: 3 clusters Score -3.59251e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301707 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -35925164.000000 Penalty: 6267.263672
	Iteration 87Q: 3 clusters Score -3.592516e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301915 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -35925084.000000 Penalty: 6267.263672
	Iteration 88Q: 3 clusters Score -3.592508e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302114 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -35925120.000000 Penalty: 6267.263672
	Iteration 89Q: 3 clusters Score -3.592512e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302281 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -35925124.000000 Penalty: 6267.263672
	Iteration 90Q: 3 clusters Score -3.592512e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302434 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -35925136.000000 Penalty: 6267.263672
	Iteration 91Q: 3 clusters Score -3.592514e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302559 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -35925084.000000 Penalty: 6267.263672
	Iteration 92Q: 3 clusters Score -3.592508e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302674 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -35925084.000000 Penalty: 6267.263672
	Iteration 93Q: 3 clusters Score -3.592508e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302795 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -35925008.000000 Penalty: 6267.263672
	Iteration 94Q: 3 clusters Score -3.592501e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302901 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -35924912.000000 Penalty: 6267.263672
	Iteration 95Q: 3 clusters Score -3.592491e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302989 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -35924908.000000 Penalty: 6267.263672
	Iteration 96Q: 3 clusters Score -3.592491e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303073 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -35924908.000000 Penalty: 6267.263672
	Iteration 97Q: 3 clusters Score -3.592491e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303147 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -35924900.000000 Penalty: 6267.263672
	Iteration 98Q: 3 clusters Score -3.59249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303212 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -35924828.000000 Penalty: 6267.263672
	Iteration 99Q: 3 clusters Score -3.592483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303270 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -35924760.000000 Penalty: 6267.263672
	Iteration 100F: 3 clusters Score -3.592476e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303321 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -35924752.000000 Penalty: 6267.263672
	Iteration 101Q: 3 clusters Score -3.592475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303364 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -35924724.000000 Penalty: 6267.263672
	Iteration 102Q: 3 clusters Score -3.592472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303412 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -35924712.000000 Penalty: 6267.263672
	Iteration 103Q: 3 clusters Score -3.592471e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303454 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -35924704.000000 Penalty: 6267.263672
	Iteration 104Q: 3 clusters Score -3.59247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303489 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -35924696.000000 Penalty: 6267.263672
	Iteration 105Q: 3 clusters Score -3.59247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303522 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -35924704.000000 Penalty: 6267.263672
	Iteration 106Q: 3 clusters Score -3.59247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303551 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -35924724.000000 Penalty: 6267.263672
	Iteration 107Q: 3 clusters Score -3.592472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303591 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -35924700.000000 Penalty: 6267.263672
	Iteration 108Q: 3 clusters Score -3.59247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303620 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -35924708.000000 Penalty: 6267.263672
	Iteration 109Q: 3 clusters Score -3.592471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303657 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -35924688.000000 Penalty: 6267.263672
	Iteration 110Q: 3 clusters Score -3.592469e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303690 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -35924636.000000 Penalty: 6267.263672
	Iteration 111Q: 3 clusters Score -3.592464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303725 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -35924596.000000 Penalty: 6267.263672
	Iteration 112Q: 3 clusters Score -3.59246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303754 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -35924592.000000 Penalty: 6267.263672
	Iteration 113Q: 3 clusters Score -3.592459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303785 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -35924568.000000 Penalty: 6267.263672
	Iteration 114Q: 3 clusters Score -3.592457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -35924540.000000 Penalty: 6267.263672
	Iteration 115Q: 3 clusters Score -3.592454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303826 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -35924552.000000 Penalty: 6267.263672
	Iteration 116Q: 3 clusters Score -3.592455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303852 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -35924596.000000 Penalty: 6267.263672
	Iteration 117Q: 3 clusters Score -3.59246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303881 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -35924568.000000 Penalty: 6267.263672
	Iteration 118Q: 3 clusters Score -3.592457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303914 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -35924592.000000 Penalty: 6267.263672
	Iteration 119Q: 3 clusters Score -3.592459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303954 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -35924612.000000 Penalty: 6267.263672
	Iteration 120F: 3 clusters Score -3.592461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303986 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -35924600.000000 Penalty: 6267.263672
	Iteration 121Q: 3 clusters Score -3.59246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304008 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -35924596.000000 Penalty: 6267.263672
	Iteration 122Q: 3 clusters Score -3.59246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304031 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -35924552.000000 Penalty: 6267.263672
	Iteration 123Q: 3 clusters Score -3.592455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304049 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -35924532.000000 Penalty: 6267.263672
	Iteration 124Q: 3 clusters Score -3.592453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304071 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -35924532.000000 Penalty: 6267.263672
	Iteration 125Q: 3 clusters Score -3.592453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304084 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -35924528.000000 Penalty: 6267.263672
	Iteration 126Q: 3 clusters Score -3.592453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304095 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -35924508.000000 Penalty: 6267.263672
	Iteration 127Q: 3 clusters Score -3.592451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304110 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -35924532.000000 Penalty: 6267.263672
	Iteration 128Q: 3 clusters Score -3.592453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304122 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -35924512.000000 Penalty: 6267.263672
	Iteration 129Q: 3 clusters Score -3.592451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304125 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -35924504.000000 Penalty: 6267.263672
	Iteration 130Q: 3 clusters Score -3.59245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304132 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -35924516.000000 Penalty: 6267.263672
	Iteration 131Q: 3 clusters Score -3.592452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304140 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -35924504.000000 Penalty: 6267.263672
	Iteration 132Q: 3 clusters Score -3.59245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304146 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -35924504.000000 Penalty: 6267.263672
	Iteration 133Q: 3 clusters Score -3.59245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304157 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -35924524.000000 Penalty: 6267.263672
	Iteration 134Q: 3 clusters Score -3.592452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304171 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -35924524.000000 Penalty: 6267.263672
	Iteration 135Q: 3 clusters Score -3.592452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304180 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -35924504.000000 Penalty: 6267.263672
	Iteration 136Q: 3 clusters Score -3.59245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304186 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -35924512.000000 Penalty: 6267.263672
	Iteration 137Q: 3 clusters Score -3.592451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304196 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -35924512.000000 Penalty: 6267.263672
	Iteration 138Q: 3 clusters Score -3.592451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304206 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -35924500.000000 Penalty: 6267.263672
	Iteration 139Q: 3 clusters Score -3.59245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304215 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -35924508.000000 Penalty: 6267.263672
	Iteration 140F: 3 clusters Score -3.592451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304220 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -35924520.000000 Penalty: 6267.263672
	Iteration 141Q: 3 clusters Score -3.592452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304226 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -35924520.000000 Penalty: 6267.263672
	Iteration 142Q: 3 clusters Score -3.592452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304230 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -35924528.000000 Penalty: 6267.263672
	Iteration 143Q: 3 clusters Score -3.592453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304234 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -35924516.000000 Penalty: 6267.263672
	Iteration 144Q: 3 clusters Score -3.592452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304239 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -35924516.000000 Penalty: 6267.263672
	Iteration 145Q: 3 clusters Score -3.592452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304242 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -35924508.000000 Penalty: 6267.263672
	Iteration 146Q: 3 clusters Score -3.592451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304243 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -35924524.000000 Penalty: 6267.263672
	Iteration 147Q: 3 clusters Score -3.592452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304243 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -35924524.000000 Penalty: 6267.263672
	Iteration 148F: 3 clusters Score -3.592452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Entering Unmasked Estep 
Score: -9199578.000000 Penalty: 2792.478271
	Iteration 0F: 2 clusters Score -9199578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -9147691.000000 Penalty: 5584.956543
	Iteration 0F: 3 clusters Score -9147691 nChanged 36380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -9168591.000000 Penalty: 5584.956543
	Iteration 1F: 3 clusters Score -9168591 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -9169664.000000 Penalty: 5584.956543
	Iteration 2Q: 3 clusters Score -9169664 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -9171122.000000 Penalty: 5584.956543
	Iteration 3Q: 3 clusters Score -9171122 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9173783.000000 Penalty: 5584.956543
	Iteration 4F: 3 clusters Score -9173783 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -9178280.000000 Penalty: 5584.956543
	Iteration 5F: 3 clusters Score -9178280 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -9184303.000000 Penalty: 5584.956543
	Iteration 6F: 3 clusters Score -9184303 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -9190111.000000 Penalty: 5584.956543
	Iteration 7F: 3 clusters Score -9190111 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -9194022.000000 Penalty: 5584.956543
	Iteration 8F: 3 clusters Score -9194022 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -9195882.000000 Penalty: 5584.956543
	Iteration 9Q: 3 clusters Score -9195882 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -9196571.000000 Penalty: 5584.956543
	Iteration 10Q: 3 clusters Score -9196571 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -9196837.000000 Penalty: 5584.956543
	Iteration 11Q: 3 clusters Score -9196837 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -9196974.000000 Penalty: 5584.956543
	Iteration 12Q: 3 clusters Score -9196974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -9197058.000000 Penalty: 5584.956543
	Iteration 13Q: 3 clusters Score -9197058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -9197103.000000 Penalty: 5584.956543
	Iteration 14Q: 3 clusters Score -9197103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -9197135.000000 Penalty: 5584.956543
	Iteration 15Q: 3 clusters Score -9197135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -9197161.000000 Penalty: 5584.956543
	Iteration 16Q: 3 clusters Score -9197161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -9197165.000000 Penalty: 5584.956543
	Iteration 17Q: 3 clusters Score -9197165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -9197165.000000 Penalty: 5584.956543
	Iteration 18F: 3 clusters Score -9197165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Entering Unmasked Estep 
Score: -2553339.250000 Penalty: 2474.000488
	Iteration 0F: 2 clusters Score -2553339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2538038.000000 Penalty: 4948.000977
	Iteration 0F: 3 clusters Score -2538038 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2543242.500000 Penalty: 4948.000977
	Iteration 1F: 3 clusters Score -2543242 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2543693.000000 Penalty: 4948.000977
	Iteration 2F: 3 clusters Score -2543693 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2544128.000000 Penalty: 4948.000977
	Iteration 3Q: 3 clusters Score -2544128 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2544663.750000 Penalty: 4948.000977
	Iteration 4F: 3 clusters Score -2544664 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2545369.750000 Penalty: 4948.000977
	Iteration 5F: 3 clusters Score -2545370 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2546378.500000 Penalty: 4948.000977
	Iteration 6F: 3 clusters Score -2546378 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2547610.750000 Penalty: 4948.000977
	Iteration 7F: 3 clusters Score -2547611 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2548992.000000 Penalty: 4948.000977
	Iteration 8F: 3 clusters Score -2548992 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2550073.000000 Penalty: 4948.000977
	Iteration 9F: 3 clusters Score -2550073 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2550730.750000 Penalty: 4948.000977
	Iteration 10Q: 3 clusters Score -2550731 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2551111.250000 Penalty: 4948.000977
	Iteration 11Q: 3 clusters Score -2551111 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2551312.500000 Penalty: 4948.000977
	Iteration 12Q: 3 clusters Score -2551312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2551429.000000 Penalty: 4948.000977
	Iteration 13Q: 3 clusters Score -2551429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2551507.750000 Penalty: 4948.000977
	Iteration 14Q: 3 clusters Score -2551508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2551548.000000 Penalty: 4948.000977
	Iteration 15Q: 3 clusters Score -2551548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2551589.000000 Penalty: 4948.000977
	Iteration 16Q: 3 clusters Score -2551589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2551612.000000 Penalty: 4948.000977
	Iteration 17Q: 3 clusters Score -2551612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2551631.250000 Penalty: 4948.000977
	Iteration 18Q: 3 clusters Score -2551631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2551652.000000 Penalty: 4948.000977
	Iteration 19Q: 3 clusters Score -2551652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2551668.500000 Penalty: 4948.000977
	Iteration 20F: 3 clusters Score -2551668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2551680.500000 Penalty: 4948.000977
	Iteration 21Q: 3 clusters Score -2551680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2551687.500000 Penalty: 4948.000977
	Iteration 22Q: 3 clusters Score -2551688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2551689.250000 Penalty: 4948.000977
	Iteration 23Q: 3 clusters Score -2551689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2551689.750000 Penalty: 4948.000977
	Iteration 24Q: 3 clusters Score -2551690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2551690.750000 Penalty: 4948.000977
	Iteration 25Q: 3 clusters Score -2551691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2551695.250000 Penalty: 4948.000977
	Iteration 26Q: 3 clusters Score -2551695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2551700.000000 Penalty: 4948.000977
	Iteration 27Q: 3 clusters Score -2551700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2551698.250000 Penalty: 4948.000977
	Iteration 28Q: 3 clusters Score -2551698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2551699.500000 Penalty: 4948.000977
	Iteration 29Q: 3 clusters Score -2551700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2551700.000000 Penalty: 4948.000977
	Iteration 30Q: 3 clusters Score -2551700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2551700.000000 Penalty: 4948.000977
	Iteration 31F: 3 clusters Score -2551700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Entering Unmasked Estep 
Score: -3527462.750000 Penalty: 2553.039795
	Iteration 0F: 2 clusters Score -3527463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3507162.250000 Penalty: 5106.079590
	Iteration 0F: 3 clusters Score -3507162 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3514346.000000 Penalty: 5106.079590
	Iteration 1F: 3 clusters Score -3514346 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3514716.500000 Penalty: 5106.079590
	Iteration 2Q: 3 clusters Score -3514716 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3515008.750000 Penalty: 5106.079590
	Iteration 3Q: 3 clusters Score -3515009 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3515268.750000 Penalty: 5106.079590
	Iteration 4Q: 3 clusters Score -3515269 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3515577.500000 Penalty: 5106.079590
	Iteration 5Q: 3 clusters Score -3515578 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3515958.500000 Penalty: 5106.079590
	Iteration 6Q: 3 clusters Score -3515958 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3516492.250000 Penalty: 5106.079590
	Iteration 7Q: 3 clusters Score -3516492 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3517328.000000 Penalty: 5106.079590
	Iteration 8F: 3 clusters Score -3517328 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3518562.750000 Penalty: 5106.079590
	Iteration 9F: 3 clusters Score -3518563 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3520179.750000 Penalty: 5106.079590
	Iteration 10F: 3 clusters Score -3520180 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3521918.000000 Penalty: 5106.079590
	Iteration 11F: 3 clusters Score -3521918 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3523416.250000 Penalty: 5106.079590
	Iteration 12F: 3 clusters Score -3523416 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3524355.000000 Penalty: 5106.079590
	Iteration 13Q: 3 clusters Score -3524355 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3524805.250000 Penalty: 5106.079590
	Iteration 14Q: 3 clusters Score -3524805 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3525016.000000 Penalty: 5106.079590
	Iteration 15Q: 3 clusters Score -3525016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3525118.250000 Penalty: 5106.079590
	Iteration 16Q: 3 clusters Score -3525118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3525194.500000 Penalty: 5106.079590
	Iteration 17Q: 3 clusters Score -3525194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3525258.750000 Penalty: 5106.079590
	Iteration 18Q: 3 clusters Score -3525259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3525290.500000 Penalty: 5106.079590
	Iteration 19Q: 3 clusters Score -3525290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3525312.250000 Penalty: 5106.079590
	Iteration 20F: 3 clusters Score -3525312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3525319.750000 Penalty: 5106.079590
	Iteration 21Q: 3 clusters Score -3525320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3525334.500000 Penalty: 5106.079590
	Iteration 22Q: 3 clusters Score -3525334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3525346.500000 Penalty: 5106.079590
	Iteration 23Q: 3 clusters Score -3525346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3525353.000000 Penalty: 5106.079590
	Iteration 24Q: 3 clusters Score -3525353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3525353.750000 Penalty: 5106.079590
	Iteration 25Q: 3 clusters Score -3525354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3525355.250000 Penalty: 5106.079590
	Iteration 26Q: 3 clusters Score -3525355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3525355.250000 Penalty: 5106.079590
	Iteration 27F: 3 clusters Score -3525355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -212668.593750 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -212668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210138.437500 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -210138.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210575.437500 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -210575.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210698.687500 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -210698.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210754.546875 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -210754.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210784.328125 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -210784.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -210806.531250 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -210806.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210821.750000 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -210821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210831.343750 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -210831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210840.656250 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -210840.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -210850.609375 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -210850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -210854.437500 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -210854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210856.640625 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -210856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210859.000000 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -210859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -210861.187500 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -210861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210863.203125 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -210863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210864.671875 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -210864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -210868.250000 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -210868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210870.765625 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -210870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210872.828125 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -210872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -210875.125000 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -210875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -210875.125000 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -210875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Entering Unmasked Estep 
Score: -4783959.500000 Penalty: 2630.807373
	Iteration 0F: 2 clusters Score -4783960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4756614.500000 Penalty: 5261.614746
	Iteration 0F: 3 clusters Score -4756614 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4766590.500000 Penalty: 5261.614746
	Iteration 1F: 3 clusters Score -4766590 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4767157.000000 Penalty: 5261.614746
	Iteration 2Q: 3 clusters Score -4767157 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4767759.000000 Penalty: 5261.614746
	Iteration 3Q: 3 clusters Score -4767759 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4768574.000000 Penalty: 5261.614746
	Iteration 4Q: 3 clusters Score -4768574 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4769814.000000 Penalty: 5261.614746
	Iteration 5F: 3 clusters Score -4769814 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4771608.500000 Penalty: 5261.614746
	Iteration 6F: 3 clusters Score -4771608 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4773991.000000 Penalty: 5261.614746
	Iteration 7F: 3 clusters Score -4773991 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4776579.000000 Penalty: 5261.614746
	Iteration 8F: 3 clusters Score -4776579 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4778630.000000 Penalty: 5261.614746
	Iteration 9F: 3 clusters Score -4778630 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4780052.500000 Penalty: 5261.614746
	Iteration 10Q: 3 clusters Score -4780052 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4780945.500000 Penalty: 5261.614746
	Iteration 11Q: 3 clusters Score -4780946 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -4781418.500000 Penalty: 5261.614746
	Iteration 12Q: 3 clusters Score -4781418 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4781651.500000 Penalty: 5261.614746
	Iteration 13Q: 3 clusters Score -4781652 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -4781740.000000 Penalty: 5261.614746
	Iteration 14Q: 3 clusters Score -4781740 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4781771.000000 Penalty: 5261.614746
	Iteration 15Q: 3 clusters Score -4781771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4781796.000000 Penalty: 5261.614746
	Iteration 16Q: 3 clusters Score -4781796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4781799.500000 Penalty: 5261.614746
	Iteration 17Q: 3 clusters Score -4781800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -4781817.500000 Penalty: 5261.614746
	Iteration 18Q: 3 clusters Score -4781818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -4781836.000000 Penalty: 5261.614746
	Iteration 19Q: 3 clusters Score -4781836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4781840.000000 Penalty: 5261.614746
	Iteration 20F: 3 clusters Score -4781840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4781858.500000 Penalty: 5261.614746
	Iteration 21Q: 3 clusters Score -4781858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4781866.500000 Penalty: 5261.614746
	Iteration 22Q: 3 clusters Score -4781866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -4781866.500000 Penalty: 5261.614746
	Iteration 23Q: 3 clusters Score -4781866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4781869.500000 Penalty: 5261.614746
	Iteration 24Q: 3 clusters Score -4781870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -4781869.500000 Penalty: 5261.614746
	Iteration 25Q: 3 clusters Score -4781870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4781874.000000 Penalty: 5261.614746
	Iteration 26Q: 3 clusters Score -4781874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4781880.000000 Penalty: 5261.614746
	Iteration 27Q: 3 clusters Score -4781880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4781876.000000 Penalty: 5261.614746
	Iteration 28Q: 3 clusters Score -4781876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -4781872.500000 Penalty: 5261.614746
	Iteration 29Q: 3 clusters Score -4781872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4781874.000000 Penalty: 5261.614746
	Iteration 30Q: 3 clusters Score -4781874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4781873.500000 Penalty: 5261.614746
	Iteration 31Q: 3 clusters Score -4781874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -4781871.500000 Penalty: 5261.614746
	Iteration 32Q: 3 clusters Score -4781872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4781874.000000 Penalty: 5261.614746
	Iteration 33Q: 3 clusters Score -4781874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4781874.000000 Penalty: 5261.614746
	Iteration 34F: 3 clusters Score -4781874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -137273.656250 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -137273.7 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 614 members 
Entering Unmasked Estep 
Score: -135229.187500 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -135229.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135565.046875 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -135565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135656.968750 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -135657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135743.328125 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -135743.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135788.000000 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -135788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135810.125000 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -135810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -135833.437500 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -135833.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -135847.953125 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -135848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135865.031250 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -135865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135876.968750 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -135877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -135889.765625 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -135889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135899.359375 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -135899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135905.984375 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -135906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -135917.171875 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -135917.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135932.171875 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -135932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135947.890625 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -135947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -135955.796875 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -135955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135962.578125 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -135962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135965.125000 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -135965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135971.328125 Penalty: 3515.436523
	Iteration 19Q: 3 clusters Score -135971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135976.250000 Penalty: 3515.436523
	Iteration 20F: 3 clusters Score -135976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135976.500000 Penalty: 3515.436523
	Iteration 21Q: 3 clusters Score -135976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135976.500000 Penalty: 3515.436523
	Iteration 22F: 3 clusters Score -135976.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Entering Unmasked Estep 
Score: -2243369.250000 Penalty: 2447.447754
	Iteration 0F: 2 clusters Score -2243369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2229730.000000 Penalty: 4894.895508
	Iteration 0F: 3 clusters Score -2229730 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2234480.250000 Penalty: 4894.895508
	Iteration 1F: 3 clusters Score -2234480 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2235045.750000 Penalty: 4894.895508
	Iteration 2F: 3 clusters Score -2235046 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2235641.750000 Penalty: 4894.895508
	Iteration 3F: 3 clusters Score -2235642 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2236359.250000 Penalty: 4894.895508
	Iteration 4F: 3 clusters Score -2236359 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2237112.250000 Penalty: 4894.895508
	Iteration 5F: 3 clusters Score -2237112 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2237972.000000 Penalty: 4894.895508
	Iteration 6F: 3 clusters Score -2237972 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2239024.250000 Penalty: 4894.895508
	Iteration 7F: 3 clusters Score -2239024 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2240219.750000 Penalty: 4894.895508
	Iteration 8F: 3 clusters Score -2240220 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2241190.250000 Penalty: 4894.895508
	Iteration 9F: 3 clusters Score -2241190 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2241817.250000 Penalty: 4894.895508
	Iteration 10Q: 3 clusters Score -2241817 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2242113.500000 Penalty: 4894.895508
	Iteration 11Q: 3 clusters Score -2242114 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2242277.750000 Penalty: 4894.895508
	Iteration 12Q: 3 clusters Score -2242278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2242364.250000 Penalty: 4894.895508
	Iteration 13Q: 3 clusters Score -2242364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2242412.500000 Penalty: 4894.895508
	Iteration 14Q: 3 clusters Score -2242412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2242459.000000 Penalty: 4894.895508
	Iteration 15Q: 3 clusters Score -2242459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2242492.250000 Penalty: 4894.895508
	Iteration 16Q: 3 clusters Score -2242492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2242520.750000 Penalty: 4894.895508
	Iteration 17Q: 3 clusters Score -2242521 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2242539.000000 Penalty: 4894.895508
	Iteration 18Q: 3 clusters Score -2242539 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2242566.000000 Penalty: 4894.895508
	Iteration 19Q: 3 clusters Score -2242566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2242579.750000 Penalty: 4894.895508
	Iteration 20F: 3 clusters Score -2242580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2242591.000000 Penalty: 4894.895508
	Iteration 21Q: 3 clusters Score -2242591 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2242611.500000 Penalty: 4894.895508
	Iteration 22Q: 3 clusters Score -2242612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2242627.000000 Penalty: 4894.895508
	Iteration 23Q: 3 clusters Score -2242627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2242641.000000 Penalty: 4894.895508
	Iteration 24Q: 3 clusters Score -2242641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2242662.250000 Penalty: 4894.895508
	Iteration 25Q: 3 clusters Score -2242662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2242674.000000 Penalty: 4894.895508
	Iteration 26Q: 3 clusters Score -2242674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2242694.000000 Penalty: 4894.895508
	Iteration 27Q: 3 clusters Score -2242694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2242707.750000 Penalty: 4894.895508
	Iteration 28Q: 3 clusters Score -2242708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2242718.500000 Penalty: 4894.895508
	Iteration 29Q: 3 clusters Score -2242718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2242732.250000 Penalty: 4894.895508
	Iteration 30Q: 3 clusters Score -2242732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2242736.750000 Penalty: 4894.895508
	Iteration 31Q: 3 clusters Score -2242737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2242741.000000 Penalty: 4894.895508
	Iteration 32Q: 3 clusters Score -2242741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2242751.000000 Penalty: 4894.895508
	Iteration 33Q: 3 clusters Score -2242751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2242768.000000 Penalty: 4894.895508
	Iteration 34Q: 3 clusters Score -2242768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2242775.500000 Penalty: 4894.895508
	Iteration 35Q: 3 clusters Score -2242776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2242785.000000 Penalty: 4894.895508
	Iteration 36Q: 3 clusters Score -2242785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2242794.250000 Penalty: 4894.895508
	Iteration 37Q: 3 clusters Score -2242794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2242798.750000 Penalty: 4894.895508
	Iteration 38Q: 3 clusters Score -2242799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2242801.500000 Penalty: 4894.895508
	Iteration 39Q: 3 clusters Score -2242802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2242806.500000 Penalty: 4894.895508
	Iteration 40F: 3 clusters Score -2242806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2242805.000000 Penalty: 4894.895508
	Iteration 41Q: 3 clusters Score -2242805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2242807.750000 Penalty: 4894.895508
	Iteration 42Q: 3 clusters Score -2242808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2242810.500000 Penalty: 4894.895508
	Iteration 43Q: 3 clusters Score -2242810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2242815.750000 Penalty: 4894.895508
	Iteration 44Q: 3 clusters Score -2242816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2242811.750000 Penalty: 4894.895508
	Iteration 45Q: 3 clusters Score -2242812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2242812.250000 Penalty: 4894.895508
	Iteration 46Q: 3 clusters Score -2242812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2242817.500000 Penalty: 4894.895508
	Iteration 47Q: 3 clusters Score -2242818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2242823.750000 Penalty: 4894.895508
	Iteration 48Q: 3 clusters Score -2242824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2242822.500000 Penalty: 4894.895508
	Iteration 49Q: 3 clusters Score -2242822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2242833.000000 Penalty: 4894.895508
	Iteration 50Q: 3 clusters Score -2242833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2242830.750000 Penalty: 4894.895508
	Iteration 51Q: 3 clusters Score -2242831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2242829.250000 Penalty: 4894.895508
	Iteration 52Q: 3 clusters Score -2242829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2242834.750000 Penalty: 4894.895508
	Iteration 53Q: 3 clusters Score -2242835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2242844.250000 Penalty: 4894.895508
	Iteration 54Q: 3 clusters Score -2242844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2242849.000000 Penalty: 4894.895508
	Iteration 55Q: 3 clusters Score -2242849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2242853.500000 Penalty: 4894.895508
	Iteration 56Q: 3 clusters Score -2242854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2242859.250000 Penalty: 4894.895508
	Iteration 57Q: 3 clusters Score -2242859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2242863.500000 Penalty: 4894.895508
	Iteration 58Q: 3 clusters Score -2242864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2242863.500000 Penalty: 4894.895508
	Iteration 59Q: 3 clusters Score -2242864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2242861.250000 Penalty: 4894.895508
	Iteration 60F: 3 clusters Score -2242861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2242859.500000 Penalty: 4894.895508
	Iteration 61Q: 3 clusters Score -2242860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2242863.250000 Penalty: 4894.895508
	Iteration 62Q: 3 clusters Score -2242863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2242864.750000 Penalty: 4894.895508
	Iteration 63Q: 3 clusters Score -2242865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2242864.000000 Penalty: 4894.895508
	Iteration 64Q: 3 clusters Score -2242864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2242868.500000 Penalty: 4894.895508
	Iteration 65Q: 3 clusters Score -2242868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2242867.250000 Penalty: 4894.895508
	Iteration 66Q: 3 clusters Score -2242867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2242869.250000 Penalty: 4894.895508
	Iteration 67Q: 3 clusters Score -2242869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2242868.500000 Penalty: 4894.895508
	Iteration 68Q: 3 clusters Score -2242868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2242872.250000 Penalty: 4894.895508
	Iteration 69Q: 3 clusters Score -2242872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2242870.000000 Penalty: 4894.895508
	Iteration 70Q: 3 clusters Score -2242870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2242868.000000 Penalty: 4894.895508
	Iteration 71Q: 3 clusters Score -2242868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2242869.000000 Penalty: 4894.895508
	Iteration 72Q: 3 clusters Score -2242869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2242867.500000 Penalty: 4894.895508
	Iteration 73Q: 3 clusters Score -2242868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2242870.750000 Penalty: 4894.895508
	Iteration 74Q: 3 clusters Score -2242871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2242868.750000 Penalty: 4894.895508
	Iteration 75Q: 3 clusters Score -2242869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2242873.750000 Penalty: 4894.895508
	Iteration 76Q: 3 clusters Score -2242874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2242878.250000 Penalty: 4894.895508
	Iteration 77Q: 3 clusters Score -2242878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2242875.000000 Penalty: 4894.895508
	Iteration 78Q: 3 clusters Score -2242875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2242872.250000 Penalty: 4894.895508
	Iteration 79Q: 3 clusters Score -2242872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2242872.500000 Penalty: 4894.895508
	Iteration 80F: 3 clusters Score -2242872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2242872.750000 Penalty: 4894.895508
	Iteration 81Q: 3 clusters Score -2242873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2242876.000000 Penalty: 4894.895508
	Iteration 82Q: 3 clusters Score -2242876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2242879.500000 Penalty: 4894.895508
	Iteration 83Q: 3 clusters Score -2242880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2242877.750000 Penalty: 4894.895508
	Iteration 84Q: 3 clusters Score -2242878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2242882.250000 Penalty: 4894.895508
	Iteration 85Q: 3 clusters Score -2242882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2242879.000000 Penalty: 4894.895508
	Iteration 86Q: 3 clusters Score -2242879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2242879.250000 Penalty: 4894.895508
	Iteration 87Q: 3 clusters Score -2242879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2242885.500000 Penalty: 4894.895508
	Iteration 88Q: 3 clusters Score -2242886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2242885.250000 Penalty: 4894.895508
	Iteration 89Q: 3 clusters Score -2242885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2242883.500000 Penalty: 4894.895508
	Iteration 90Q: 3 clusters Score -2242884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2242886.000000 Penalty: 4894.895508
	Iteration 91Q: 3 clusters Score -2242886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2242886.750000 Penalty: 4894.895508
	Iteration 92Q: 3 clusters Score -2242887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2242884.250000 Penalty: 4894.895508
	Iteration 93Q: 3 clusters Score -2242884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2242888.000000 Penalty: 4894.895508
	Iteration 94Q: 3 clusters Score -2242888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2242890.000000 Penalty: 4894.895508
	Iteration 95Q: 3 clusters Score -2242890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2242892.500000 Penalty: 4894.895508
	Iteration 96Q: 3 clusters Score -2242892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2242895.750000 Penalty: 4894.895508
	Iteration 97Q: 3 clusters Score -2242896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2242898.750000 Penalty: 4894.895508
	Iteration 98Q: 3 clusters Score -2242899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2242900.250000 Penalty: 4894.895508
	Iteration 99Q: 3 clusters Score -2242900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2242902.250000 Penalty: 4894.895508
	Iteration 100F: 3 clusters Score -2242902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2242900.750000 Penalty: 4894.895508
	Iteration 101Q: 3 clusters Score -2242901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2242903.500000 Penalty: 4894.895508
	Iteration 102Q: 3 clusters Score -2242904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2242902.250000 Penalty: 4894.895508
	Iteration 103Q: 3 clusters Score -2242902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2242900.500000 Penalty: 4894.895508
	Iteration 104Q: 3 clusters Score -2242900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2242899.250000 Penalty: 4894.895508
	Iteration 105Q: 3 clusters Score -2242899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2242901.250000 Penalty: 4894.895508
	Iteration 106Q: 3 clusters Score -2242901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2242904.500000 Penalty: 4894.895508
	Iteration 107Q: 3 clusters Score -2242904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2242904.000000 Penalty: 4894.895508
	Iteration 108Q: 3 clusters Score -2242904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2242902.500000 Penalty: 4894.895508
	Iteration 109Q: 3 clusters Score -2242902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2242899.500000 Penalty: 4894.895508
	Iteration 110Q: 3 clusters Score -2242900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2242900.750000 Penalty: 4894.895508
	Iteration 111Q: 3 clusters Score -2242901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2242901.250000 Penalty: 4894.895508
	Iteration 112Q: 3 clusters Score -2242901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2242901.500000 Penalty: 4894.895508
	Iteration 113Q: 3 clusters Score -2242902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2242901.500000 Penalty: 4894.895508
	Iteration 114F: 3 clusters Score -2242902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -97746.398438 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -97746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95896.671875 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -95896.67 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96138.500000 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -96138.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96230.273438 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -96230.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96269.312500 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -96269.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96288.390625 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -96288.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96299.023438 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -96299.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96304.625000 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -96304.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96309.648438 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -96309.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96310.148438 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -96310.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96310.148438 Penalty: 3351.438477
	Iteration 9F: 3 clusters Score -96310.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1404921.250000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1404921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1395491.875000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1395492 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1398488.875000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1398489 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1398972.875000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1398973 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1399381.625000 Penalty: 4691.468262
	Iteration 3F: 3 clusters Score -1399382 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1399768.250000 Penalty: 4691.468262
	Iteration 4F: 3 clusters Score -1399768 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1400158.625000 Penalty: 4691.468262
	Iteration 5F: 3 clusters Score -1400159 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1400551.125000 Penalty: 4691.468262
	Iteration 6F: 3 clusters Score -1400551 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1400903.125000 Penalty: 4691.468262
	Iteration 7Q: 3 clusters Score -1400903 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1401221.375000 Penalty: 4691.468262
	Iteration 8Q: 3 clusters Score -1401221 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1401492.625000 Penalty: 4691.468262
	Iteration 9Q: 3 clusters Score -1401493 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1401723.000000 Penalty: 4691.468262
	Iteration 10Q: 3 clusters Score -1401723 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1401907.500000 Penalty: 4691.468262
	Iteration 11Q: 3 clusters Score -1401908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1402039.375000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1402039 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1402132.875000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1402133 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1402194.125000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1402194 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1402237.375000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1402237 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1402269.750000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1402270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1402293.625000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1402294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1402332.625000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1402333 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1402347.750000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1402348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1402360.750000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1402361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1402371.375000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1402371 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1402383.375000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1402383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1402397.250000 Penalty: 4691.468262
	Iteration 23Q: 3 clusters Score -1402397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1402401.375000 Penalty: 4691.468262
	Iteration 24Q: 3 clusters Score -1402401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1402416.500000 Penalty: 4691.468262
	Iteration 25Q: 3 clusters Score -1402416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1402429.750000 Penalty: 4691.468262
	Iteration 26Q: 3 clusters Score -1402430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1402427.125000 Penalty: 4691.468262
	Iteration 27Q: 3 clusters Score -1402427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1402443.250000 Penalty: 4691.468262
	Iteration 28Q: 3 clusters Score -1402443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1402446.500000 Penalty: 4691.468262
	Iteration 29Q: 3 clusters Score -1402446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1402458.125000 Penalty: 4691.468262
	Iteration 30Q: 3 clusters Score -1402458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1402470.000000 Penalty: 4691.468262
	Iteration 31Q: 3 clusters Score -1402470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1402484.750000 Penalty: 4691.468262
	Iteration 32Q: 3 clusters Score -1402485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1402501.125000 Penalty: 4691.468262
	Iteration 33Q: 3 clusters Score -1402501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1402525.875000 Penalty: 4691.468262
	Iteration 34Q: 3 clusters Score -1402526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1402563.000000 Penalty: 4691.468262
	Iteration 35Q: 3 clusters Score -1402563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1402605.500000 Penalty: 4691.468262
	Iteration 36Q: 3 clusters Score -1402606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1402658.000000 Penalty: 4691.468262
	Iteration 37Q: 3 clusters Score -1402658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1402763.375000 Penalty: 4691.468262
	Iteration 38Q: 3 clusters Score -1402763 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1402851.875000 Penalty: 4691.468262
	Iteration 39Q: 3 clusters Score -1402852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1402916.375000 Penalty: 4691.468262
	Iteration 40F: 3 clusters Score -1402916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1402965.750000 Penalty: 4691.468262
	Iteration 41Q: 3 clusters Score -1402966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1403010.875000 Penalty: 4691.468262
	Iteration 42Q: 3 clusters Score -1403011 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1403059.000000 Penalty: 4691.468262
	Iteration 43Q: 3 clusters Score -1403059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1403093.750000 Penalty: 4691.468262
	Iteration 44Q: 3 clusters Score -1403094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1403133.375000 Penalty: 4691.468262
	Iteration 45Q: 3 clusters Score -1403133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1403160.125000 Penalty: 4691.468262
	Iteration 46Q: 3 clusters Score -1403160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1403189.500000 Penalty: 4691.468262
	Iteration 47Q: 3 clusters Score -1403190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1403231.500000 Penalty: 4691.468262
	Iteration 48Q: 3 clusters Score -1403232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1403268.500000 Penalty: 4691.468262
	Iteration 49Q: 3 clusters Score -1403268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1403298.625000 Penalty: 4691.468262
	Iteration 50Q: 3 clusters Score -1403299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1403324.125000 Penalty: 4691.468262
	Iteration 51Q: 3 clusters Score -1403324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1403340.375000 Penalty: 4691.468262
	Iteration 52Q: 3 clusters Score -1403340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1403358.250000 Penalty: 4691.468262
	Iteration 53Q: 3 clusters Score -1403358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1403368.250000 Penalty: 4691.468262
	Iteration 54Q: 3 clusters Score -1403368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1403377.250000 Penalty: 4691.468262
	Iteration 55Q: 3 clusters Score -1403377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1403386.750000 Penalty: 4691.468262
	Iteration 56Q: 3 clusters Score -1403387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1403384.250000 Penalty: 4691.468262
	Iteration 57Q: 3 clusters Score -1403384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1403389.875000 Penalty: 4691.468262
	Iteration 58Q: 3 clusters Score -1403390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1403395.625000 Penalty: 4691.468262
	Iteration 59Q: 3 clusters Score -1403396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1403399.500000 Penalty: 4691.468262
	Iteration 60F: 3 clusters Score -1403400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1403407.500000 Penalty: 4691.468262
	Iteration 61Q: 3 clusters Score -1403408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1403408.500000 Penalty: 4691.468262
	Iteration 62Q: 3 clusters Score -1403408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1403416.625000 Penalty: 4691.468262
	Iteration 63Q: 3 clusters Score -1403417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1403415.125000 Penalty: 4691.468262
	Iteration 64Q: 3 clusters Score -1403415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1403415.000000 Penalty: 4691.468262
	Iteration 65Q: 3 clusters Score -1403415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1403422.750000 Penalty: 4691.468262
	Iteration 66Q: 3 clusters Score -1403423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1403423.000000 Penalty: 4691.468262
	Iteration 67Q: 3 clusters Score -1403423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1403431.875000 Penalty: 4691.468262
	Iteration 68Q: 3 clusters Score -1403432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1403431.875000 Penalty: 4691.468262
	Iteration 69Q: 3 clusters Score -1403432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1403433.250000 Penalty: 4691.468262
	Iteration 70Q: 3 clusters Score -1403433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1403434.375000 Penalty: 4691.468262
	Iteration 71Q: 3 clusters Score -1403434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1403436.500000 Penalty: 4691.468262
	Iteration 72Q: 3 clusters Score -1403436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1403434.875000 Penalty: 4691.468262
	Iteration 73Q: 3 clusters Score -1403435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1403438.750000 Penalty: 4691.468262
	Iteration 74Q: 3 clusters Score -1403439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1403443.500000 Penalty: 4691.468262
	Iteration 75Q: 3 clusters Score -1403444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1403440.750000 Penalty: 4691.468262
	Iteration 76Q: 3 clusters Score -1403441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1403444.750000 Penalty: 4691.468262
	Iteration 77Q: 3 clusters Score -1403445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1403447.250000 Penalty: 4691.468262
	Iteration 78Q: 3 clusters Score -1403447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1403443.500000 Penalty: 4691.468262
	Iteration 79Q: 3 clusters Score -1403444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1403446.750000 Penalty: 4691.468262
	Iteration 80F: 3 clusters Score -1403447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1403445.250000 Penalty: 4691.468262
	Iteration 81Q: 3 clusters Score -1403445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1403447.250000 Penalty: 4691.468262
	Iteration 82Q: 3 clusters Score -1403447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1403446.625000 Penalty: 4691.468262
	Iteration 83Q: 3 clusters Score -1403447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1403446.625000 Penalty: 4691.468262
	Iteration 84F: 3 clusters Score -1403447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45890.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45890.35 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 233 members 
Entering Unmasked Estep 
Score: -44439.625000 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44439.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44632.289062 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44632.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44725.128906 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -44725.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44810.664062 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44810.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44847.238281 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44847.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44860.832031 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44860.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44874.289062 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44874.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44888.277344 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -44888.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44901.347656 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -44901.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44919.550781 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -44919.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44924.355469 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -44924.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44927.218750 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -44927.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44927.218750 Penalty: 3035.667480
	Iteration 12F: 3 clusters Score -44927.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45507.015625 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45507.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44082.082031 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -44082.08 nChanged 71
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: -44216.492188 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44216.49 nChanged 22
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: -44274.617188 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -44274.62 nChanged 14
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: -44325.292969 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -44325.29 nChanged 10
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: -44413.925781 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44413.93 nChanged 14
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: -44532.593750 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44532.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44582.863281 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44582.86 nChanged 19
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: -44731.789062 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44731.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44796.640625 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44796.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44855.339844 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44855.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44892.226562 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -44892.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44924.585938 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -44924.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -44948.578125 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -44948.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -44977.460938 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -44977.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -44997.132812 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -44997.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -45001.761719 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -45001.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -45003.738281 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -45003.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -45007.988281 Penalty: 3027.977295
	Iteration 17F: 3 clusters Score -45007.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -45023.226562 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -45023.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45034.480469 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -45034.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -45092.675781 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -45092.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -45125.378906 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -45125.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -45155.714844 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -45155.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -45180.382812 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -45180.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -45193.375000 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -45193.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -45193.375000 Penalty: 3027.977295
	Iteration 25F: 3 clusters Score -45193.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -84788.953125 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -84788.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83015.359375 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -83015.36 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83310.101562 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -83310.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83388.273438 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -83388.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83432.554688 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -83432.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83457.890625 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -83457.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83495.515625 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -83495.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83545.796875 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -83545.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83642.789062 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -83642.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83764.515625 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -83764.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83911.437500 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -83911.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84098.812500 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -84098.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84227.812500 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -84227.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84294.578125 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -84294.58 nChanged 20
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: -84358.234375 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -84358.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84381.304688 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -84381.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84396.890625 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -84396.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84403.773438 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -84403.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84407.367188 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -84407.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84407.367188 Penalty: 3303.009766
	Iteration 18F: 3 clusters Score -84407.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51936.675781 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50420.117188 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50420.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50656.402344 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50656.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50763.617188 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -50763.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50815.890625 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50815.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50870.109375 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50870.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50998.046875 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -50998.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51381.218750 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -51381.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51458.875000 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -51458.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51531.953125 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51531.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51562.398438 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51589.960938 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51589.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51598.605469 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51598.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51612.671875 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -51612.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51626.324219 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -51626.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51637.535156 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -51637.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51647.113281 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -51647.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51658.867188 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -51658.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51664.191406 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -51664.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51672.988281 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -51672.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51687.437500 Penalty: 3110.410156
	Iteration 19Q: 3 clusters Score -51687.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51704.421875 Penalty: 3110.410156
	Iteration 20F: 3 clusters Score -51704.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51732.406250 Penalty: 3110.410156
	Iteration 21Q: 3 clusters Score -51732.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51752.183594 Penalty: 3110.410156
	Iteration 22Q: 3 clusters Score -51752.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51768.804688 Penalty: 3110.410156
	Iteration 23Q: 3 clusters Score -51768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51796.878906 Penalty: 3110.410156
	Iteration 24Q: 3 clusters Score -51796.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51841.476562 Penalty: 3110.410156
	Iteration 25Q: 3 clusters Score -51841.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51894.394531 Penalty: 3110.410156
	Iteration 26Q: 3 clusters Score -51894.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51968.312500 Penalty: 3110.410156
	Iteration 27Q: 3 clusters Score -51968.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51968.312500 Penalty: 3110.410156
	Iteration 28F: 3 clusters Score -51968.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58167 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211154 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 362 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 167 members 
Entering Unmasked Estep 
Score: -183987984.000000 Penalty: 113423.679688
Splitting cluster 29 changes total score from -183990288.000000 to -183987984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -89575.421875 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -89575.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87750.023438 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -87750.02 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88216.406250 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -88216.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88509.617188 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -88509.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88802.429688 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -88802.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89100.554688 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -89100.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89299.203125 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -89299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89370.554688 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -89370.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89418.000000 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -89418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -89482.421875 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -89482.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89548.898438 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -89548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89605.445312 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -89605.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -89624.156250 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -89624.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89632.953125 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -89632.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89636.164062 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -89636.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89636.992188 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -89636.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89638.859375 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -89638.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89640.070312 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -89640.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89640.070312 Penalty: 3378.377197
	Iteration 17F: 3 clusters Score -89640.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58167 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211154 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 339 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 569 members 
Entering Unmasked Estep 
Score: -183988496.000000 Penalty: 113423.679688
Splitting cluster 30 changes total score from -183990288.000000 to -183988496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -136562.468750 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -136562.5 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 602 members 
Entering Unmasked Estep 
Score: -134489.468750 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -134489.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134812.921875 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -134812.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134926.937500 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -134926.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135023.968750 Penalty: 3523.247803
	Iteration 3Q: 3 clusters Score -135024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135076.937500 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -135076.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135105.828125 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -135105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135126.953125 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -135127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135149.968750 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -135150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135169.500000 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -135169.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135181.281250 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -135181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135185.843750 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -135185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135189.281250 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -135189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135191.656250 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -135191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135192.703125 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -135192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135193.593750 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -135193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135195.562500 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -135195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135195.562500 Penalty: 3523.247803
	Iteration 16F: 3 clusters Score -135195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58167 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211154 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165843 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990320.000000 Penalty: 109879.187500
Iteration 319Q: 32 clusters Score -1.839903e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215150 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58165 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211155 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197009 members 
Mstep: Class 12 contains 53490 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165844 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29569 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 320F: 32 clusters Score -1.839904e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215147 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58165 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211155 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197010 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165846 members 
Mstep: Class 16 contains 307311 members 
Mstep: Class 17 contains 77651 members 
Mstep: Class 18 contains 21499 members 
Mstep: Class 19 contains 29568 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 109879.187500
Iteration 321Q: 32 clusters Score -1.839903e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215147 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58165 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76895 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211156 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307312 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 322Q: 32 clusters Score -1.839904e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215147 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211157 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197007 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307313 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990432.000000 Penalty: 109879.187500
Iteration 323Q: 32 clusters Score -1.839904e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215145 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211156 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197008 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307315 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990352.000000 Penalty: 109879.187500
Iteration 324Q: 32 clusters Score -1.839904e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215143 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211158 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197008 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307315 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990368.000000 Penalty: 109879.187500
Iteration 325Q: 32 clusters Score -1.839904e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211159 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197008 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 307315 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 109879.187500
Iteration 326Q: 32 clusters Score -1.839904e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211161 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197009 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165849 members 
Mstep: Class 16 contains 307311 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990448.000000 Penalty: 109879.187500
Iteration 327Q: 32 clusters Score -1.839904e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211161 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197009 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990464.000000 Penalty: 109879.187500
Iteration 328Q: 32 clusters Score -1.839905e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211161 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197009 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990464.000000 Penalty: 109879.187500
Iteration 329F: 32 clusters Score -1.839905e+08 nChanged 0
Entering ConstructFrom: 
Score: -183990464.000000 Penalty: 109879.187500
Entering ConstructFrom: 
Trying to split cluster 1 (215142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215142 members 
Entering Unmasked Estep 
Score: -25165750.000000 Penalty: 3045.205322
	Iteration 0F: 2 clusters Score -2.516575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 108133 members 
Entering Unmasked Estep 
Score: -25021988.000000 Penalty: 6090.410645
	Iteration 0F: 3 clusters Score -2.502199e+07 nChanged 103837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -25083818.000000 Penalty: 6090.410645
	Iteration 1F: 3 clusters Score -2.508382e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -25086308.000000 Penalty: 6090.410645
	Iteration 2Q: 3 clusters Score -2.508631e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
Score: -25091650.000000 Penalty: 6090.410645
	Iteration 3Q: 3 clusters Score -2.509165e+07 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 149618 members 
Entering Unmasked Estep 
Score: -25102122.000000 Penalty: 6090.410645
	Iteration 4F: 3 clusters Score -2.510212e+07 nChanged 20322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -25120216.000000 Penalty: 6090.410645
	Iteration 5F: 3 clusters Score -2.512022e+07 nChanged 20259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 189421 members 
Entering Unmasked Estep 
Score: -25140366.000000 Penalty: 6090.410645
	Iteration 6F: 3 clusters Score -2.514037e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 203380 members 
Entering Unmasked Estep 
Score: -25154048.000000 Penalty: 6090.410645
	Iteration 7F: 3 clusters Score -2.515405e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 209917 members 
Entering Unmasked Estep 
Score: -25160218.000000 Penalty: 6090.410645
	Iteration 8Q: 3 clusters Score -2.516022e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 212178 members 
Entering Unmasked Estep 
Score: -25162238.000000 Penalty: 6090.410645
	Iteration 9Q: 3 clusters Score -2.516224e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 212923 members 
Entering Unmasked Estep 
Score: -25163072.000000 Penalty: 6090.410645
	Iteration 10Q: 3 clusters Score -2.516307e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 213150 members 
Entering Unmasked Estep 
Score: -25163402.000000 Penalty: 6090.410645
	Iteration 11Q: 3 clusters Score -2.51634e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 213251 members 
Entering Unmasked Estep 
Score: -25163578.000000 Penalty: 6090.410645
	Iteration 12Q: 3 clusters Score -2.516358e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 213297 members 
Entering Unmasked Estep 
Score: -25163620.000000 Penalty: 6090.410645
	Iteration 13Q: 3 clusters Score -2.516362e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 213315 members 
Entering Unmasked Estep 
Score: -25163702.000000 Penalty: 6090.410645
	Iteration 14Q: 3 clusters Score -2.51637e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 213311 members 
Entering Unmasked Estep 
Score: -25163752.000000 Penalty: 6090.410645
	Iteration 15Q: 3 clusters Score -2.516375e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 213301 members 
Entering Unmasked Estep 
Score: -25163780.000000 Penalty: 6090.410645
	Iteration 16Q: 3 clusters Score -2.516378e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 213278 members 
Entering Unmasked Estep 
Score: -25163810.000000 Penalty: 6090.410645
	Iteration 17Q: 3 clusters Score -2.516381e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 213264 members 
Entering Unmasked Estep 
Score: -25163838.000000 Penalty: 6090.410645
	Iteration 18Q: 3 clusters Score -2.516384e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 213240 members 
Entering Unmasked Estep 
Score: -25163892.000000 Penalty: 6090.410645
	Iteration 19Q: 3 clusters Score -2.516389e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 213212 members 
Entering Unmasked Estep 
Score: -25163886.000000 Penalty: 6090.410645
	Iteration 20F: 3 clusters Score -2.516389e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 213185 members 
Entering Unmasked Estep 
Score: -25163922.000000 Penalty: 6090.410645
	Iteration 21Q: 3 clusters Score -2.516392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 213153 members 
Entering Unmasked Estep 
Score: -25163962.000000 Penalty: 6090.410645
	Iteration 22Q: 3 clusters Score -2.516396e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 213133 members 
Entering Unmasked Estep 
Score: -25163968.000000 Penalty: 6090.410645
	Iteration 23Q: 3 clusters Score -2.516397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 213108 members 
Entering Unmasked Estep 
Score: -25164000.000000 Penalty: 6090.410645
	Iteration 24Q: 3 clusters Score -2.5164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 213089 members 
Entering Unmasked Estep 
Score: -25164002.000000 Penalty: 6090.410645
	Iteration 25Q: 3 clusters Score -2.5164e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 213067 members 
Entering Unmasked Estep 
Score: -25164020.000000 Penalty: 6090.410645
	Iteration 26Q: 3 clusters Score -2.516402e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 213041 members 
Entering Unmasked Estep 
Score: -25164016.000000 Penalty: 6090.410645
	Iteration 27Q: 3 clusters Score -2.516402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 213025 members 
Entering Unmasked Estep 
Score: -25164044.000000 Penalty: 6090.410645
	Iteration 28Q: 3 clusters Score -2.516404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 213010 members 
Entering Unmasked Estep 
Score: -25164078.000000 Penalty: 6090.410645
	Iteration 29Q: 3 clusters Score -2.516408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 212990 members 
Entering Unmasked Estep 
Score: -25164072.000000 Penalty: 6090.410645
	Iteration 30Q: 3 clusters Score -2.516407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 212978 members 
Entering Unmasked Estep 
Score: -25164082.000000 Penalty: 6090.410645
	Iteration 31Q: 3 clusters Score -2.516408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 212969 members 
Entering Unmasked Estep 
Score: -25164114.000000 Penalty: 6090.410645
	Iteration 32Q: 3 clusters Score -2.516411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 212961 members 
Entering Unmasked Estep 
Score: -25164120.000000 Penalty: 6090.410645
	Iteration 33Q: 3 clusters Score -2.516412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 212955 members 
Entering Unmasked Estep 
Score: -25164124.000000 Penalty: 6090.410645
	Iteration 34Q: 3 clusters Score -2.516412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 212949 members 
Entering Unmasked Estep 
Score: -25164116.000000 Penalty: 6090.410645
	Iteration 35Q: 3 clusters Score -2.516412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 212944 members 
Entering Unmasked Estep 
Score: -25164126.000000 Penalty: 6090.410645
	Iteration 36Q: 3 clusters Score -2.516413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 212936 members 
Entering Unmasked Estep 
Score: -25164132.000000 Penalty: 6090.410645
	Iteration 37Q: 3 clusters Score -2.516413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 212929 members 
Entering Unmasked Estep 
Score: -25164132.000000 Penalty: 6090.410645
	Iteration 38Q: 3 clusters Score -2.516413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 212924 members 
Entering Unmasked Estep 
Score: -25164150.000000 Penalty: 6090.410645
	Iteration 39Q: 3 clusters Score -2.516415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 212916 members 
Entering Unmasked Estep 
Score: -25164152.000000 Penalty: 6090.410645
	Iteration 40F: 3 clusters Score -2.516415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 212910 members 
Entering Unmasked Estep 
Score: -25164162.000000 Penalty: 6090.410645
	Iteration 41Q: 3 clusters Score -2.516416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 212910 members 
Entering Unmasked Estep 
Score: -25164156.000000 Penalty: 6090.410645
	Iteration 42Q: 3 clusters Score -2.516416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 212906 members 
Entering Unmasked Estep 
Score: -25164176.000000 Penalty: 6090.410645
	Iteration 43Q: 3 clusters Score -2.516418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 212903 members 
Entering Unmasked Estep 
Score: -25164176.000000 Penalty: 6090.410645
	Iteration 44Q: 3 clusters Score -2.516418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 212897 members 
Entering Unmasked Estep 
Score: -25164192.000000 Penalty: 6090.410645
	Iteration 45Q: 3 clusters Score -2.516419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 212891 members 
Entering Unmasked Estep 
Score: -25164156.000000 Penalty: 6090.410645
	Iteration 46Q: 3 clusters Score -2.516416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 212885 members 
Entering Unmasked Estep 
Score: -25164166.000000 Penalty: 6090.410645
	Iteration 47Q: 3 clusters Score -2.516417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 212880 members 
Entering Unmasked Estep 
Score: -25164150.000000 Penalty: 6090.410645
	Iteration 48Q: 3 clusters Score -2.516415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 212878 members 
Entering Unmasked Estep 
Score: -25164168.000000 Penalty: 6090.410645
	Iteration 49Q: 3 clusters Score -2.516417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 212878 members 
Entering Unmasked Estep 
Score: -25164180.000000 Penalty: 6090.410645
	Iteration 50Q: 3 clusters Score -2.516418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 212877 members 
Entering Unmasked Estep 
Score: -25164182.000000 Penalty: 6090.410645
	Iteration 51Q: 3 clusters Score -2.516418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 212875 members 
Entering Unmasked Estep 
Score: -25164168.000000 Penalty: 6090.410645
	Iteration 52Q: 3 clusters Score -2.516417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 212873 members 
Entering Unmasked Estep 
Score: -25164160.000000 Penalty: 6090.410645
	Iteration 53Q: 3 clusters Score -2.516416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 212873 members 
Entering Unmasked Estep 
Score: -25164160.000000 Penalty: 6090.410645
	Iteration 54F: 3 clusters Score -2.516416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -457023.000000 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -457023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -452970.250000 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -452970.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -453961.093750 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -453961.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -454197.875000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -454197.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -454367.656250 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -454367.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -454547.593750 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -454547.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -454724.812500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -454724.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -454892.687500 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -454892.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -455087.062500 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -455087.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -455322.375000 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -455322.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -455551.906250 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -455551.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -455778.218750 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -455778.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -455916.093750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -455916.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -456005.375000 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -456005.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -456046.812500 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -456046.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -456069.562500 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -456069.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456079.281250 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -456079.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -456084.531250 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -456084.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -456090.687500 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -456090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -456091.406250 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -456091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -456092.250000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -456092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -456092.250000 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -456092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -857771.750000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -857771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -851562.312500 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -851562.3 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -853557.875000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -853557.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -854206.625000 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -854206.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -854745.375000 Penalty: 4441.261719
	Iteration 3F: 3 clusters Score -854745.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -855210.875000 Penalty: 4441.261719
	Iteration 4F: 3 clusters Score -855210.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -855641.312500 Penalty: 4441.261719
	Iteration 5F: 3 clusters Score -855641.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -855987.062500 Penalty: 4441.261719
	Iteration 6F: 3 clusters Score -855987.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -856214.562500 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -856214.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -856358.562500 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -856358.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -856455.375000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -856455.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -856522.062500 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -856522.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -856565.687500 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -856565.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -856602.562500 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -856602.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -856620.812500 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -856620.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -856629.375000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -856629.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -856637.500000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -856637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -856643.750000 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -856643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -856650.625000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -856650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -856651.000000 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -856651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -856652.187500 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -856652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -856653.500000 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -856653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -856655.875000 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -856655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -856655.375000 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -856655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -856657.500000 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -856657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -856661.687500 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -856661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -856661.687500 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -856661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -856661.687500 Penalty: 4441.261719
	Iteration 26F: 3 clusters Score -856661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Entering Unmasked Estep 
Score: -6903233.500000 Penalty: 2720.813477
	Iteration 0F: 2 clusters Score -6903234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -6864492.500000 Penalty: 5441.626953
	Iteration 0F: 3 clusters Score -6864492 nChanged 26948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -6879518.500000 Penalty: 5441.626953
	Iteration 1F: 3 clusters Score -6879518 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -6880308.000000 Penalty: 5441.626953
	Iteration 2Q: 3 clusters Score -6880308 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6881073.500000 Penalty: 5441.626953
	Iteration 3Q: 3 clusters Score -6881074 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6882003.000000 Penalty: 5441.626953
	Iteration 4Q: 3 clusters Score -6882003 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -6883232.000000 Penalty: 5441.626953
	Iteration 5Q: 3 clusters Score -6883232 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -6884824.000000 Penalty: 5441.626953
	Iteration 6F: 3 clusters Score -6884824 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6886866.000000 Penalty: 5441.626953
	Iteration 7F: 3 clusters Score -6886866 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -6889093.000000 Penalty: 5441.626953
	Iteration 8F: 3 clusters Score -6889093 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -6891294.000000 Penalty: 5441.626953
	Iteration 9F: 3 clusters Score -6891294 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6893001.500000 Penalty: 5441.626953
	Iteration 10F: 3 clusters Score -6893002 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -6894036.000000 Penalty: 5441.626953
	Iteration 11Q: 3 clusters Score -6894036 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -6894486.500000 Penalty: 5441.626953
	Iteration 12Q: 3 clusters Score -6894486 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -6894813.000000 Penalty: 5441.626953
	Iteration 13Q: 3 clusters Score -6894813 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -6895073.000000 Penalty: 5441.626953
	Iteration 14Q: 3 clusters Score -6895073 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -6895267.500000 Penalty: 5441.626953
	Iteration 15Q: 3 clusters Score -6895268 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -6895510.000000 Penalty: 5441.626953
	Iteration 16Q: 3 clusters Score -6895510 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6895720.000000 Penalty: 5441.626953
	Iteration 17Q: 3 clusters Score -6895720 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -6895942.000000 Penalty: 5441.626953
	Iteration 18Q: 3 clusters Score -6895942 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -6896170.000000 Penalty: 5441.626953
	Iteration 19Q: 3 clusters Score -6896170 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6896377.500000 Penalty: 5441.626953
	Iteration 20F: 3 clusters Score -6896378 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -6896607.000000 Penalty: 5441.626953
	Iteration 21Q: 3 clusters Score -6896607 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -6896877.000000 Penalty: 5441.626953
	Iteration 22Q: 3 clusters Score -6896877 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -6897102.500000 Penalty: 5441.626953
	Iteration 23Q: 3 clusters Score -6897102 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -6897383.500000 Penalty: 5441.626953
	Iteration 24Q: 3 clusters Score -6897384 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -6897699.000000 Penalty: 5441.626953
	Iteration 25Q: 3 clusters Score -6897699 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -6897951.500000 Penalty: 5441.626953
	Iteration 26Q: 3 clusters Score -6897952 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -6898231.500000 Penalty: 5441.626953
	Iteration 27Q: 3 clusters Score -6898232 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -6898496.000000 Penalty: 5441.626953
	Iteration 28Q: 3 clusters Score -6898496 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -6898715.000000 Penalty: 5441.626953
	Iteration 29Q: 3 clusters Score -6898715 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6898950.000000 Penalty: 5441.626953
	Iteration 30Q: 3 clusters Score -6898950 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -6899213.000000 Penalty: 5441.626953
	Iteration 31Q: 3 clusters Score -6899213 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -6899430.500000 Penalty: 5441.626953
	Iteration 32Q: 3 clusters Score -6899430 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -6899699.500000 Penalty: 5441.626953
	Iteration 33Q: 3 clusters Score -6899700 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -6899879.500000 Penalty: 5441.626953
	Iteration 34Q: 3 clusters Score -6899880 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -6900130.000000 Penalty: 5441.626953
	Iteration 35Q: 3 clusters Score -6900130 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -6900318.000000 Penalty: 5441.626953
	Iteration 36Q: 3 clusters Score -6900318 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6900523.500000 Penalty: 5441.626953
	Iteration 37Q: 3 clusters Score -6900524 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6900693.500000 Penalty: 5441.626953
	Iteration 38Q: 3 clusters Score -6900694 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6900814.000000 Penalty: 5441.626953
	Iteration 39Q: 3 clusters Score -6900814 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6900976.000000 Penalty: 5441.626953
	Iteration 40F: 3 clusters Score -6900976 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6901093.000000 Penalty: 5441.626953
	Iteration 41Q: 3 clusters Score -6901093 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6901191.000000 Penalty: 5441.626953
	Iteration 42Q: 3 clusters Score -6901191 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6901302.000000 Penalty: 5441.626953
	Iteration 43Q: 3 clusters Score -6901302 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6901388.000000 Penalty: 5441.626953
	Iteration 44Q: 3 clusters Score -6901388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6901463.500000 Penalty: 5441.626953
	Iteration 45Q: 3 clusters Score -6901464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6901512.000000 Penalty: 5441.626953
	Iteration 46Q: 3 clusters Score -6901512 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6901607.500000 Penalty: 5441.626953
	Iteration 47Q: 3 clusters Score -6901608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6901656.500000 Penalty: 5441.626953
	Iteration 48Q: 3 clusters Score -6901656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6901688.500000 Penalty: 5441.626953
	Iteration 49Q: 3 clusters Score -6901688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6901711.000000 Penalty: 5441.626953
	Iteration 50Q: 3 clusters Score -6901711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6901712.500000 Penalty: 5441.626953
	Iteration 51Q: 3 clusters Score -6901712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6901732.500000 Penalty: 5441.626953
	Iteration 52Q: 3 clusters Score -6901732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6901751.000000 Penalty: 5441.626953
	Iteration 53Q: 3 clusters Score -6901751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6901769.000000 Penalty: 5441.626953
	Iteration 54Q: 3 clusters Score -6901769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6901777.500000 Penalty: 5441.626953
	Iteration 55Q: 3 clusters Score -6901778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6901787.500000 Penalty: 5441.626953
	Iteration 56Q: 3 clusters Score -6901788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6901797.000000 Penalty: 5441.626953
	Iteration 57Q: 3 clusters Score -6901797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6901793.500000 Penalty: 5441.626953
	Iteration 58Q: 3 clusters Score -6901794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6901793.500000 Penalty: 5441.626953
	Iteration 59Q: 3 clusters Score -6901794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6901796.000000 Penalty: 5441.626953
	Iteration 60F: 3 clusters Score -6901796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6901800.000000 Penalty: 5441.626953
	Iteration 61Q: 3 clusters Score -6901800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6901808.000000 Penalty: 5441.626953
	Iteration 62Q: 3 clusters Score -6901808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6901808.500000 Penalty: 5441.626953
	Iteration 63Q: 3 clusters Score -6901808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6901806.000000 Penalty: 5441.626953
	Iteration 64Q: 3 clusters Score -6901806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6901810.000000 Penalty: 5441.626953
	Iteration 65Q: 3 clusters Score -6901810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6901809.000000 Penalty: 5441.626953
	Iteration 66Q: 3 clusters Score -6901809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6901808.000000 Penalty: 5441.626953
	Iteration 67Q: 3 clusters Score -6901808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6901811.000000 Penalty: 5441.626953
	Iteration 68Q: 3 clusters Score -6901811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6901811.000000 Penalty: 5441.626953
	Iteration 69F: 3 clusters Score -6901811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -434531.968750 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -434532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -430687.343750 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -430687.3 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -431796.218750 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -431796.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -432413.468750 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -432413.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -433159.062500 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -433159.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -433865.187500 Penalty: 4111.237793
	Iteration 4F: 3 clusters Score -433865.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -434283.562500 Penalty: 4111.237793
	Iteration 5F: 3 clusters Score -434283.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -434462.343750 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -434462.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -434541.343750 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -434541.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -434580.312500 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -434580.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -434597.375000 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -434597.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -434607.312500 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -434607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -434611.437500 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -434611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -434612.250000 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -434612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -434615.375000 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -434615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -434615.875000 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -434615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -434615.875000 Penalty: 4111.237793
	Iteration 15F: 3 clusters Score -434615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 211161 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197009 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 824 members 
Entering Unmasked Estep 
Score: -183988208.000000 Penalty: 113423.679688
Splitting cluster 5 changes total score from -183990464.000000 to -183988208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Entering Unmasked Estep 
Score: -8760551.000000 Penalty: 2790.045410
	Iteration 0F: 2 clusters Score -8760551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -8709059.000000 Penalty: 5580.090820
	Iteration 0F: 3 clusters Score -8709059 nChanged 36123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -8729296.000000 Penalty: 5580.090820
	Iteration 1F: 3 clusters Score -8729296 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8730032.000000 Penalty: 5580.090820
	Iteration 2Q: 3 clusters Score -8730032 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -8731075.000000 Penalty: 5580.090820
	Iteration 3Q: 3 clusters Score -8731075 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -8732365.000000 Penalty: 5580.090820
	Iteration 4Q: 3 clusters Score -8732365 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -8734494.000000 Penalty: 5580.090820
	Iteration 5F: 3 clusters Score -8734494 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8737731.000000 Penalty: 5580.090820
	Iteration 6F: 3 clusters Score -8737731 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -8742703.000000 Penalty: 5580.090820
	Iteration 7F: 3 clusters Score -8742703 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -8748453.000000 Penalty: 5580.090820
	Iteration 8F: 3 clusters Score -8748453 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -8753181.000000 Penalty: 5580.090820
	Iteration 9F: 3 clusters Score -8753181 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8756052.000000 Penalty: 5580.090820
	Iteration 10Q: 3 clusters Score -8756052 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8757344.000000 Penalty: 5580.090820
	Iteration 11Q: 3 clusters Score -8757344 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8757796.000000 Penalty: 5580.090820
	Iteration 12Q: 3 clusters Score -8757796 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8757975.000000 Penalty: 5580.090820
	Iteration 13Q: 3 clusters Score -8757975 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8758071.000000 Penalty: 5580.090820
	Iteration 14Q: 3 clusters Score -8758071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8758135.000000 Penalty: 5580.090820
	Iteration 15Q: 3 clusters Score -8758135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8758191.000000 Penalty: 5580.090820
	Iteration 16Q: 3 clusters Score -8758191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8758221.000000 Penalty: 5580.090820
	Iteration 17Q: 3 clusters Score -8758221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8758244.000000 Penalty: 5580.090820
	Iteration 18Q: 3 clusters Score -8758244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8758255.000000 Penalty: 5580.090820
	Iteration 19Q: 3 clusters Score -8758255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8758256.000000 Penalty: 5580.090820
	Iteration 20F: 3 clusters Score -8758256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8758264.000000 Penalty: 5580.090820
	Iteration 21Q: 3 clusters Score -8758264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8758266.000000 Penalty: 5580.090820
	Iteration 22Q: 3 clusters Score -8758266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8758271.000000 Penalty: 5580.090820
	Iteration 23Q: 3 clusters Score -8758271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8758271.000000 Penalty: 5580.090820
	Iteration 24Q: 3 clusters Score -8758271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8758274.000000 Penalty: 5580.090820
	Iteration 25Q: 3 clusters Score -8758274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8758274.000000 Penalty: 5580.090820
	Iteration 26F: 3 clusters Score -8758274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -423408.406250 Penalty: 2042.237793
	Iteration 0F: 2 clusters Score -423408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -419652.218750 Penalty: 4084.475586
	Iteration 0F: 3 clusters Score -419652.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -420463.031250 Penalty: 4084.475586
	Iteration 1F: 3 clusters Score -420463 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -420643.687500 Penalty: 4084.475586
	Iteration 2F: 3 clusters Score -420643.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -420739.093750 Penalty: 4084.475586
	Iteration 3Q: 3 clusters Score -420739.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -420795.906250 Penalty: 4084.475586
	Iteration 4Q: 3 clusters Score -420795.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -420845.906250 Penalty: 4084.475586
	Iteration 5Q: 3 clusters Score -420845.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -420887.156250 Penalty: 4084.475586
	Iteration 6Q: 3 clusters Score -420887.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -420921.000000 Penalty: 4084.475586
	Iteration 7Q: 3 clusters Score -420921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -420941.062500 Penalty: 4084.475586
	Iteration 8Q: 3 clusters Score -420941.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -420957.468750 Penalty: 4084.475586
	Iteration 9Q: 3 clusters Score -420957.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -420972.093750 Penalty: 4084.475586
	Iteration 10Q: 3 clusters Score -420972.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420985.281250 Penalty: 4084.475586
	Iteration 11Q: 3 clusters Score -420985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -420989.625000 Penalty: 4084.475586
	Iteration 12Q: 3 clusters Score -420989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420993.375000 Penalty: 4084.475586
	Iteration 13Q: 3 clusters Score -420993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -420996.937500 Penalty: 4084.475586
	Iteration 14Q: 3 clusters Score -420996.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421000.875000 Penalty: 4084.475586
	Iteration 15Q: 3 clusters Score -421000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421005.031250 Penalty: 4084.475586
	Iteration 16Q: 3 clusters Score -421005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -421010.687500 Penalty: 4084.475586
	Iteration 17Q: 3 clusters Score -421010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -421016.937500 Penalty: 4084.475586
	Iteration 18Q: 3 clusters Score -421016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -421023.312500 Penalty: 4084.475586
	Iteration 19Q: 3 clusters Score -421023.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -421027.468750 Penalty: 4084.475586
	Iteration 20F: 3 clusters Score -421027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -421030.281250 Penalty: 4084.475586
	Iteration 21Q: 3 clusters Score -421030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -421033.750000 Penalty: 4084.475586
	Iteration 22Q: 3 clusters Score -421033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -421036.281250 Penalty: 4084.475586
	Iteration 23Q: 3 clusters Score -421036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -421040.500000 Penalty: 4084.475586
	Iteration 24Q: 3 clusters Score -421040.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -421046.000000 Penalty: 4084.475586
	Iteration 25Q: 3 clusters Score -421046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -421050.968750 Penalty: 4084.475586
	Iteration 26Q: 3 clusters Score -421051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -421053.593750 Penalty: 4084.475586
	Iteration 27Q: 3 clusters Score -421053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -421054.781250 Penalty: 4084.475586
	Iteration 28Q: 3 clusters Score -421054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -421055.718750 Penalty: 4084.475586
	Iteration 29Q: 3 clusters Score -421055.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -421057.718750 Penalty: 4084.475586
	Iteration 30Q: 3 clusters Score -421057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -421059.687500 Penalty: 4084.475586
	Iteration 31Q: 3 clusters Score -421059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -421063.593750 Penalty: 4084.475586
	Iteration 32Q: 3 clusters Score -421063.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -421067.562500 Penalty: 4084.475586
	Iteration 33Q: 3 clusters Score -421067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -421071.625000 Penalty: 4084.475586
	Iteration 34Q: 3 clusters Score -421071.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -421076.531250 Penalty: 4084.475586
	Iteration 35Q: 3 clusters Score -421076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -421081.562500 Penalty: 4084.475586
	Iteration 36Q: 3 clusters Score -421081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -421086.312500 Penalty: 4084.475586
	Iteration 37Q: 3 clusters Score -421086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -421093.000000 Penalty: 4084.475586
	Iteration 38Q: 3 clusters Score -421093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -421097.343750 Penalty: 4084.475586
	Iteration 39Q: 3 clusters Score -421097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -421101.718750 Penalty: 4084.475586
	Iteration 40F: 3 clusters Score -421101.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -421104.937500 Penalty: 4084.475586
	Iteration 41Q: 3 clusters Score -421104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421109.437500 Penalty: 4084.475586
	Iteration 42Q: 3 clusters Score -421109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -421112.687500 Penalty: 4084.475586
	Iteration 43Q: 3 clusters Score -421112.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -421116.593750 Penalty: 4084.475586
	Iteration 44Q: 3 clusters Score -421116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -421120.562500 Penalty: 4084.475586
	Iteration 45Q: 3 clusters Score -421120.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -421127.062500 Penalty: 4084.475586
	Iteration 46Q: 3 clusters Score -421127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -421132.000000 Penalty: 4084.475586
	Iteration 47Q: 3 clusters Score -421132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -421139.625000 Penalty: 4084.475586
	Iteration 48Q: 3 clusters Score -421139.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -421145.406250 Penalty: 4084.475586
	Iteration 49Q: 3 clusters Score -421145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -421154.062500 Penalty: 4084.475586
	Iteration 50Q: 3 clusters Score -421154.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -421163.031250 Penalty: 4084.475586
	Iteration 51Q: 3 clusters Score -421163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -421170.781250 Penalty: 4084.475586
	Iteration 52Q: 3 clusters Score -421170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -421175.437500 Penalty: 4084.475586
	Iteration 53Q: 3 clusters Score -421175.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -421178.468750 Penalty: 4084.475586
	Iteration 54Q: 3 clusters Score -421178.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -421182.750000 Penalty: 4084.475586
	Iteration 55Q: 3 clusters Score -421182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -421187.812500 Penalty: 4084.475586
	Iteration 56Q: 3 clusters Score -421187.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -421192.312500 Penalty: 4084.475586
	Iteration 57Q: 3 clusters Score -421192.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -421196.281250 Penalty: 4084.475586
	Iteration 58Q: 3 clusters Score -421196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -421198.156250 Penalty: 4084.475586
	Iteration 59Q: 3 clusters Score -421198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -421201.093750 Penalty: 4084.475586
	Iteration 60F: 3 clusters Score -421201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -421202.250000 Penalty: 4084.475586
	Iteration 61Q: 3 clusters Score -421202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -421203.406250 Penalty: 4084.475586
	Iteration 62Q: 3 clusters Score -421203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -421204.125000 Penalty: 4084.475586
	Iteration 63Q: 3 clusters Score -421204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -421205.218750 Penalty: 4084.475586
	Iteration 64Q: 3 clusters Score -421205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421206.437500 Penalty: 4084.475586
	Iteration 65Q: 3 clusters Score -421206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421208.843750 Penalty: 4084.475586
	Iteration 66Q: 3 clusters Score -421208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -421210.031250 Penalty: 4084.475586
	Iteration 67Q: 3 clusters Score -421210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -421214.750000 Penalty: 4084.475586
	Iteration 68Q: 3 clusters Score -421214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -421218.406250 Penalty: 4084.475586
	Iteration 69Q: 3 clusters Score -421218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -421221.125000 Penalty: 4084.475586
	Iteration 70Q: 3 clusters Score -421221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -421224.718750 Penalty: 4084.475586
	Iteration 71Q: 3 clusters Score -421224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -421228.093750 Penalty: 4084.475586
	Iteration 72Q: 3 clusters Score -421228.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -421228.906250 Penalty: 4084.475586
	Iteration 73Q: 3 clusters Score -421228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -421228.781250 Penalty: 4084.475586
	Iteration 74Q: 3 clusters Score -421228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -421229.875000 Penalty: 4084.475586
	Iteration 75Q: 3 clusters Score -421229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -421230.375000 Penalty: 4084.475586
	Iteration 76Q: 3 clusters Score -421230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -421231.281250 Penalty: 4084.475586
	Iteration 77Q: 3 clusters Score -421231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -421233.937500 Penalty: 4084.475586
	Iteration 78Q: 3 clusters Score -421233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -421235.343750 Penalty: 4084.475586
	Iteration 79Q: 3 clusters Score -421235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -421238.093750 Penalty: 4084.475586
	Iteration 80F: 3 clusters Score -421238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -421239.906250 Penalty: 4084.475586
	Iteration 81Q: 3 clusters Score -421239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -421240.687500 Penalty: 4084.475586
	Iteration 82Q: 3 clusters Score -421240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -421242.437500 Penalty: 4084.475586
	Iteration 83Q: 3 clusters Score -421242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -421243.218750 Penalty: 4084.475586
	Iteration 84Q: 3 clusters Score -421243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -421244.312500 Penalty: 4084.475586
	Iteration 85Q: 3 clusters Score -421244.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -421244.937500 Penalty: 4084.475586
	Iteration 86Q: 3 clusters Score -421244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -421246.031250 Penalty: 4084.475586
	Iteration 87Q: 3 clusters Score -421246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -421246.031250 Penalty: 4084.475586
	Iteration 88Q: 3 clusters Score -421246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -421245.968750 Penalty: 4084.475586
	Iteration 89Q: 3 clusters Score -421246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -421247.093750 Penalty: 4084.475586
	Iteration 90Q: 3 clusters Score -421247.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -421248.906250 Penalty: 4084.475586
	Iteration 91Q: 3 clusters Score -421248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -421252.312500 Penalty: 4084.475586
	Iteration 92Q: 3 clusters Score -421252.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -421255.937500 Penalty: 4084.475586
	Iteration 93Q: 3 clusters Score -421255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -421258.093750 Penalty: 4084.475586
	Iteration 94Q: 3 clusters Score -421258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -421257.656250 Penalty: 4084.475586
	Iteration 95Q: 3 clusters Score -421257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -421260.125000 Penalty: 4084.475586
	Iteration 96Q: 3 clusters Score -421260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -421259.937500 Penalty: 4084.475586
	Iteration 97Q: 3 clusters Score -421259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -421261.218750 Penalty: 4084.475586
	Iteration 98Q: 3 clusters Score -421261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -421262.687500 Penalty: 4084.475586
	Iteration 99Q: 3 clusters Score -421262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -421262.468750 Penalty: 4084.475586
	Iteration 100F: 3 clusters Score -421262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -171558.593750 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -171558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169202.281250 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -169202.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169760.843750 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -169760.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170043.453125 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -170043.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -170433.687500 Penalty: 3655.946533
	Iteration 3F: 3 clusters Score -170433.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -170898.062500 Penalty: 3655.946533
	Iteration 4F: 3 clusters Score -170898.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -171529.328125 Penalty: 3655.946533
	Iteration 5F: 3 clusters Score -171529.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -172091.656250 Penalty: 3655.946533
	Iteration 6F: 3 clusters Score -172091.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -172366.156250 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -172366.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -172479.437500 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -172479.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -172515.265625 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -172515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -172531.140625 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -172531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -172544.140625 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -172544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -172554.187500 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -172554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172556.265625 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -172556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -172556.265625 Penalty: 3655.946533
	Iteration 14F: 3 clusters Score -172556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 58164 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 76894 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 211161 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 197009 members 
Mstep: Class 12 contains 53491 members 
Mstep: Class 13 contains 83694 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 165850 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 77650 members 
Mstep: Class 18 contains 21500 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 40461 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 19317 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 780 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 1058 members 
Entering Unmasked Estep 
Score: -183989904.000000 Penalty: 113423.679688
Splitting cluster 8 changes total score from -183990464.000000 to -183989904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (211161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211161 members 
Entering Unmasked Estep 
Score: -24829144.000000 Penalty: 3040.573242
	Iteration 0F: 2 clusters Score -2.482914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -24691054.000000 Penalty: 6081.146484
	Iteration 0F: 3 clusters Score -2.469105e+07 nChanged 102200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -24751404.000000 Penalty: 6081.146484
	Iteration 1F: 3 clusters Score -2.47514e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 97411 members 
Entering Unmasked Estep 
Score: -24753176.000000 Penalty: 6081.146484
	Iteration 2Q: 3 clusters Score -2.475318e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118521 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -24755772.000000 Penalty: 6081.146484
	Iteration 3Q: 3 clusters Score -2.475577e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -24760288.000000 Penalty: 6081.146484
	Iteration 4Q: 3 clusters Score -2.476029e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -24768086.000000 Penalty: 6081.146484
	Iteration 5F: 3 clusters Score -2.476809e+07 nChanged 15923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -24779764.000000 Penalty: 6081.146484
	Iteration 6F: 3 clusters Score -2.477976e+07 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -24794742.000000 Penalty: 6081.146484
	Iteration 7F: 3 clusters Score -2.479474e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176818 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -24808346.000000 Penalty: 6081.146484
	Iteration 8F: 3 clusters Score -2.480835e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -24817138.000000 Penalty: 6081.146484
	Iteration 9Q: 3 clusters Score -2.481714e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190355 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -24821496.000000 Penalty: 6081.146484
	Iteration 10Q: 3 clusters Score -2.48215e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193352 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -24823708.000000 Penalty: 6081.146484
	Iteration 11Q: 3 clusters Score -2.482371e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195577 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -24824808.000000 Penalty: 6081.146484
	Iteration 12Q: 3 clusters Score -2.482481e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197380 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -24825604.000000 Penalty: 6081.146484
	Iteration 13Q: 3 clusters Score -2.48256e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198880 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -24826130.000000 Penalty: 6081.146484
	Iteration 14Q: 3 clusters Score -2.482613e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200132 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -24826498.000000 Penalty: 6081.146484
	Iteration 15Q: 3 clusters Score -2.48265e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201161 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -24826790.000000 Penalty: 6081.146484
	Iteration 16Q: 3 clusters Score -2.482679e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202047 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -24827014.000000 Penalty: 6081.146484
	Iteration 17Q: 3 clusters Score -2.482701e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202866 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -24827206.000000 Penalty: 6081.146484
	Iteration 18Q: 3 clusters Score -2.482721e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203592 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -24827334.000000 Penalty: 6081.146484
	Iteration 19Q: 3 clusters Score -2.482733e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204212 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -24827414.000000 Penalty: 6081.146484
	Iteration 20F: 3 clusters Score -2.482741e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204681 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -24827494.000000 Penalty: 6081.146484
	Iteration 21Q: 3 clusters Score -2.482749e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205101 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -24827442.000000 Penalty: 6081.146484
	Iteration 22Q: 3 clusters Score -2.482744e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205466 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -24827502.000000 Penalty: 6081.146484
	Iteration 23Q: 3 clusters Score -2.48275e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205786 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -24827470.000000 Penalty: 6081.146484
	Iteration 24Q: 3 clusters Score -2.482747e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -24827494.000000 Penalty: 6081.146484
	Iteration 25Q: 3 clusters Score -2.482749e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206255 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -24827500.000000 Penalty: 6081.146484
	Iteration 26Q: 3 clusters Score -2.48275e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206440 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -24827476.000000 Penalty: 6081.146484
	Iteration 27Q: 3 clusters Score -2.482748e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206609 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -24827462.000000 Penalty: 6081.146484
	Iteration 28Q: 3 clusters Score -2.482746e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206759 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -24827470.000000 Penalty: 6081.146484
	Iteration 29Q: 3 clusters Score -2.482747e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206916 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -24827432.000000 Penalty: 6081.146484
	Iteration 30Q: 3 clusters Score -2.482743e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207039 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -24827452.000000 Penalty: 6081.146484
	Iteration 31Q: 3 clusters Score -2.482745e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207152 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -24827490.000000 Penalty: 6081.146484
	Iteration 32Q: 3 clusters Score -2.482749e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207258 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -24827530.000000 Penalty: 6081.146484
	Iteration 33Q: 3 clusters Score -2.482753e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207346 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -24827532.000000 Penalty: 6081.146484
	Iteration 34Q: 3 clusters Score -2.482753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207428 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -24827546.000000 Penalty: 6081.146484
	Iteration 35Q: 3 clusters Score -2.482755e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207502 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -24827570.000000 Penalty: 6081.146484
	Iteration 36Q: 3 clusters Score -2.482757e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207572 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -24827562.000000 Penalty: 6081.146484
	Iteration 37Q: 3 clusters Score -2.482756e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207637 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -24827592.000000 Penalty: 6081.146484
	Iteration 38Q: 3 clusters Score -2.482759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207700 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -24827616.000000 Penalty: 6081.146484
	Iteration 39Q: 3 clusters Score -2.482762e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207755 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -24827584.000000 Penalty: 6081.146484
	Iteration 40F: 3 clusters Score -2.482758e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207812 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -24827584.000000 Penalty: 6081.146484
	Iteration 41Q: 3 clusters Score -2.482758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207865 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -24827592.000000 Penalty: 6081.146484
	Iteration 42Q: 3 clusters Score -2.482759e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207912 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -24827584.000000 Penalty: 6081.146484
	Iteration 43Q: 3 clusters Score -2.482758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207958 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -24827616.000000 Penalty: 6081.146484
	Iteration 44Q: 3 clusters Score -2.482762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208001 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -24827632.000000 Penalty: 6081.146484
	Iteration 45Q: 3 clusters Score -2.482763e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208048 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -24827598.000000 Penalty: 6081.146484
	Iteration 46Q: 3 clusters Score -2.48276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208090 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -24827628.000000 Penalty: 6081.146484
	Iteration 47Q: 3 clusters Score -2.482763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208128 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -24827610.000000 Penalty: 6081.146484
	Iteration 48Q: 3 clusters Score -2.482761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208155 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -24827614.000000 Penalty: 6081.146484
	Iteration 49Q: 3 clusters Score -2.482761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208177 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -24827606.000000 Penalty: 6081.146484
	Iteration 50Q: 3 clusters Score -2.482761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208190 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -24827588.000000 Penalty: 6081.146484
	Iteration 51Q: 3 clusters Score -2.482759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208203 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -24827590.000000 Penalty: 6081.146484
	Iteration 52Q: 3 clusters Score -2.482759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208224 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -24827570.000000 Penalty: 6081.146484
	Iteration 53Q: 3 clusters Score -2.482757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208242 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -24827578.000000 Penalty: 6081.146484
	Iteration 54Q: 3 clusters Score -2.482758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208252 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -24827580.000000 Penalty: 6081.146484
	Iteration 55Q: 3 clusters Score -2.482758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208261 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -24827584.000000 Penalty: 6081.146484
	Iteration 56Q: 3 clusters Score -2.482758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208273 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -24827574.000000 Penalty: 6081.146484
	Iteration 57Q: 3 clusters Score -2.482757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208286 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -24827576.000000 Penalty: 6081.146484
	Iteration 58Q: 3 clusters Score -2.482758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208297 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -24827584.000000 Penalty: 6081.146484
	Iteration 59Q: 3 clusters Score -2.482758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208306 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -24827582.000000 Penalty: 6081.146484
	Iteration 60F: 3 clusters Score -2.482758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208313 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -24827576.000000 Penalty: 6081.146484
	Iteration 61Q: 3 clusters Score -2.482758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208316 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -24827560.000000 Penalty: 6081.146484
	Iteration 62Q: 3 clusters Score -2.482756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208321 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -24827564.000000 Penalty: 6081.146484
	Iteration 63Q: 3 clusters Score -2.482756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208328 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -24827574.000000 Penalty: 6081.146484
	Iteration 64Q: 3 clusters Score -2.482757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208334 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -24827580.000000 Penalty: 6081.146484
	Iteration 65Q: 3 clusters Score -2.482758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208345 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -24827570.000000 Penalty: 6081.146484
	Iteration 66Q: 3 clusters Score -2.482757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208355 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -24827568.000000 Penalty: 6081.146484
	Iteration 67Q: 3 clusters Score -2.482757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208361 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -24827572.000000 Penalty: 6081.146484
	Iteration 68Q: 3 clusters Score -2.482757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208365 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -24827578.000000 Penalty: 6081.146484
	Iteration 69Q: 3 clusters Score -2.482758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208367 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -24827588.000000 Penalty: 6081.146484
	Iteration 70Q: 3 clusters Score -2.482759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208368 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -24827594.000000 Penalty: 6081.146484
	Iteration 71Q: 3 clusters Score -2.482759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208371 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -24827584.000000 Penalty: 6081.146484
	Iteration 72Q: 3 clusters Score -2.482758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208372 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -24827586.000000 Penalty: 6081.146484
	Iteration 73Q: 3 clusters Score -2.482759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208373 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24827590.000000 Penalty: 6081.146484
	Iteration 74Q: 3 clusters Score -2.482759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208373 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -24827590.000000 Penalty: 6081.146484
	Iteration 75F: 3 clusters Score -2.482759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -48223.742188 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -48223.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46708.902344 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -46708.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47004.996094 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -47005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47177.210938 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -47177.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47321.707031 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -47321.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47431.855469 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -47431.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47492.335938 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -47492.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47523.726562 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -47523.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47553.707031 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -47553.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47561.410156 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -47561.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47566.996094 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -47567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47574.292969 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -47574.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47583.285156 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -47583.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47603.515625 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -47603.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47670.597656 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -47670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47702.027344 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -47702.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47729.125000 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -47729.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47743.421875 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -47743.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47786.417969 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -47786.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47809.253906 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -47809.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47812.140625 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -47812.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47812.140625 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -47812.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (197009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197009 members 
Entering Unmasked Estep 
Score: -23221254.000000 Penalty: 3023.369141
	Iteration 0F: 2 clusters Score -2.322125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -23091870.000000 Penalty: 6046.738281
	Iteration 0F: 3 clusters Score -2.309187e+07 nChanged 94676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -23147626.000000 Penalty: 6046.738281
	Iteration 1F: 3 clusters Score -2.314763e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -23149026.000000 Penalty: 6046.738281
	Iteration 2Q: 3 clusters Score -2.314903e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -23150876.000000 Penalty: 6046.738281
	Iteration 3Q: 3 clusters Score -2.315088e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120206 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -23154352.000000 Penalty: 6046.738281
	Iteration 4Q: 3 clusters Score -2.315435e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131717 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -23160818.000000 Penalty: 6046.738281
	Iteration 5F: 3 clusters Score -2.316082e+07 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -23173042.000000 Penalty: 6046.738281
	Iteration 6F: 3 clusters Score -2.317304e+07 nChanged 18681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -23189738.000000 Penalty: 6046.738281
	Iteration 7F: 3 clusters Score -2.318974e+07 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182201 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -23205014.000000 Penalty: 6046.738281
	Iteration 8F: 3 clusters Score -2.320501e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191249 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -23213560.000000 Penalty: 6046.738281
	Iteration 9Q: 3 clusters Score -2.321356e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194880 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23216810.000000 Penalty: 6046.738281
	Iteration 10Q: 3 clusters Score -2.321681e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196100 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -23217854.000000 Penalty: 6046.738281
	Iteration 11Q: 3 clusters Score -2.321785e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196466 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23218170.000000 Penalty: 6046.738281
	Iteration 12Q: 3 clusters Score -2.321817e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23218316.000000 Penalty: 6046.738281
	Iteration 13Q: 3 clusters Score -2.321832e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196619 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -23218382.000000 Penalty: 6046.738281
	Iteration 14Q: 3 clusters Score -2.321838e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196645 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23218462.000000 Penalty: 6046.738281
	Iteration 15Q: 3 clusters Score -2.321846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196655 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23218492.000000 Penalty: 6046.738281
	Iteration 16Q: 3 clusters Score -2.321849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196663 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23218518.000000 Penalty: 6046.738281
	Iteration 17Q: 3 clusters Score -2.321852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196664 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23218522.000000 Penalty: 6046.738281
	Iteration 18Q: 3 clusters Score -2.321852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196671 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23218548.000000 Penalty: 6046.738281
	Iteration 19Q: 3 clusters Score -2.321855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196673 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23218542.000000 Penalty: 6046.738281
	Iteration 20F: 3 clusters Score -2.321854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196672 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23218548.000000 Penalty: 6046.738281
	Iteration 21Q: 3 clusters Score -2.321855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196672 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23218554.000000 Penalty: 6046.738281
	Iteration 22Q: 3 clusters Score -2.321855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196676 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23218564.000000 Penalty: 6046.738281
	Iteration 23Q: 3 clusters Score -2.321856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23218564.000000 Penalty: 6046.738281
	Iteration 24Q: 3 clusters Score -2.321856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23218564.000000 Penalty: 6046.738281
	Iteration 25F: 3 clusters Score -2.321856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Entering Unmasked Estep 
Score: -6310297.500000 Penalty: 2700.042725
	Iteration 0F: 2 clusters Score -6310298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -6274423.500000 Penalty: 5400.085449
	Iteration 0F: 3 clusters Score -6274424 nChanged 24674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -6288273.500000 Penalty: 5400.085449
	Iteration 1F: 3 clusters Score -6288274 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -6288937.000000 Penalty: 5400.085449
	Iteration 2Q: 3 clusters Score -6288937 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -6289716.000000 Penalty: 5400.085449
	Iteration 3Q: 3 clusters Score -6289716 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -6290736.000000 Penalty: 5400.085449
	Iteration 4Q: 3 clusters Score -6290736 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -6291942.000000 Penalty: 5400.085449
	Iteration 5Q: 3 clusters Score -6291942 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -6293567.500000 Penalty: 5400.085449
	Iteration 6F: 3 clusters Score -6293568 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -6295512.500000 Penalty: 5400.085449
	Iteration 7F: 3 clusters Score -6295512 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -6297994.500000 Penalty: 5400.085449
	Iteration 8F: 3 clusters Score -6297994 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -6300605.000000 Penalty: 5400.085449
	Iteration 9F: 3 clusters Score -6300605 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6302944.500000 Penalty: 5400.085449
	Iteration 10F: 3 clusters Score -6302944 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -6304777.500000 Penalty: 5400.085449
	Iteration 11Q: 3 clusters Score -6304778 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -6306053.500000 Penalty: 5400.085449
	Iteration 12Q: 3 clusters Score -6306054 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6306771.500000 Penalty: 5400.085449
	Iteration 13Q: 3 clusters Score -6306772 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6307256.500000 Penalty: 5400.085449
	Iteration 14Q: 3 clusters Score -6307256 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6307515.000000 Penalty: 5400.085449
	Iteration 15Q: 3 clusters Score -6307515 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6307682.000000 Penalty: 5400.085449
	Iteration 16Q: 3 clusters Score -6307682 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6307817.000000 Penalty: 5400.085449
	Iteration 17Q: 3 clusters Score -6307817 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6307907.500000 Penalty: 5400.085449
	Iteration 18Q: 3 clusters Score -6307908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6307953.000000 Penalty: 5400.085449
	Iteration 19Q: 3 clusters Score -6307953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6307995.500000 Penalty: 5400.085449
	Iteration 20F: 3 clusters Score -6307996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6308028.500000 Penalty: 5400.085449
	Iteration 21Q: 3 clusters Score -6308028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6308071.500000 Penalty: 5400.085449
	Iteration 22Q: 3 clusters Score -6308072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6308085.000000 Penalty: 5400.085449
	Iteration 23Q: 3 clusters Score -6308085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6308101.000000 Penalty: 5400.085449
	Iteration 24Q: 3 clusters Score -6308101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6308113.500000 Penalty: 5400.085449
	Iteration 25Q: 3 clusters Score -6308114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6308122.500000 Penalty: 5400.085449
	Iteration 26Q: 3 clusters Score -6308122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6308134.000000 Penalty: 5400.085449
	Iteration 27Q: 3 clusters Score -6308134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6308150.500000 Penalty: 5400.085449
	Iteration 28Q: 3 clusters Score -6308150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6308160.500000 Penalty: 5400.085449
	Iteration 29Q: 3 clusters Score -6308160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6308161.000000 Penalty: 5400.085449
	Iteration 30Q: 3 clusters Score -6308161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6308166.500000 Penalty: 5400.085449
	Iteration 31Q: 3 clusters Score -6308166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6308168.500000 Penalty: 5400.085449
	Iteration 32Q: 3 clusters Score -6308168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6308188.000000 Penalty: 5400.085449
	Iteration 33Q: 3 clusters Score -6308188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6308190.000000 Penalty: 5400.085449
	Iteration 34Q: 3 clusters Score -6308190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6308194.000000 Penalty: 5400.085449
	Iteration 35Q: 3 clusters Score -6308194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6308200.000000 Penalty: 5400.085449
	Iteration 36Q: 3 clusters Score -6308200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6308198.500000 Penalty: 5400.085449
	Iteration 37Q: 3 clusters Score -6308198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6308199.000000 Penalty: 5400.085449
	Iteration 38Q: 3 clusters Score -6308199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6308204.000000 Penalty: 5400.085449
	Iteration 39Q: 3 clusters Score -6308204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6308208.000000 Penalty: 5400.085449
	Iteration 40F: 3 clusters Score -6308208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6308211.000000 Penalty: 5400.085449
	Iteration 41Q: 3 clusters Score -6308211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6308204.000000 Penalty: 5400.085449
	Iteration 42Q: 3 clusters Score -6308204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6308210.000000 Penalty: 5400.085449
	Iteration 43Q: 3 clusters Score -6308210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6308209.500000 Penalty: 5400.085449
	Iteration 44Q: 3 clusters Score -6308210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6308208.000000 Penalty: 5400.085449
	Iteration 45Q: 3 clusters Score -6308208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6308219.500000 Penalty: 5400.085449
	Iteration 46Q: 3 clusters Score -6308220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6308216.000000 Penalty: 5400.085449
	Iteration 47Q: 3 clusters Score -6308216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6308218.500000 Penalty: 5400.085449
	Iteration 48Q: 3 clusters Score -6308218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6308221.500000 Penalty: 5400.085449
	Iteration 49Q: 3 clusters Score -6308222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6308221.000000 Penalty: 5400.085449
	Iteration 50Q: 3 clusters Score -6308221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6308219.500000 Penalty: 5400.085449
	Iteration 51Q: 3 clusters Score -6308220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6308226.000000 Penalty: 5400.085449
	Iteration 52Q: 3 clusters Score -6308226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6308232.000000 Penalty: 5400.085449
	Iteration 53Q: 3 clusters Score -6308232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6308232.000000 Penalty: 5400.085449
	Iteration 54F: 3 clusters Score -6308232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Entering Unmasked Estep 
Score: -9749348.000000 Penalty: 2811.060791
	Iteration 0F: 2 clusters Score -9749348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -9693554.000000 Penalty: 5622.121582
	Iteration 0F: 3 clusters Score -9693554 nChanged 39331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -9715796.000000 Penalty: 5622.121582
	Iteration 1F: 3 clusters Score -9715796 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -9716736.000000 Penalty: 5622.121582
	Iteration 2Q: 3 clusters Score -9716736 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -9717996.000000 Penalty: 5622.121582
	Iteration 3Q: 3 clusters Score -9717996 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -9719424.000000 Penalty: 5622.121582
	Iteration 4Q: 3 clusters Score -9719424 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -9721342.000000 Penalty: 5622.121582
	Iteration 5Q: 3 clusters Score -9721342 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -9723389.000000 Penalty: 5622.121582
	Iteration 6F: 3 clusters Score -9723389 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -9725738.000000 Penalty: 5622.121582
	Iteration 7F: 3 clusters Score -9725738 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -9728436.000000 Penalty: 5622.121582
	Iteration 8F: 3 clusters Score -9728436 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9731554.000000 Penalty: 5622.121582
	Iteration 9F: 3 clusters Score -9731554 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -9734930.000000 Penalty: 5622.121582
	Iteration 10F: 3 clusters Score -9734930 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -9738244.000000 Penalty: 5622.121582
	Iteration 11Q: 3 clusters Score -9738244 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -9740942.000000 Penalty: 5622.121582
	Iteration 12Q: 3 clusters Score -9740942 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -9742639.000000 Penalty: 5622.121582
	Iteration 13Q: 3 clusters Score -9742639 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -9743727.000000 Penalty: 5622.121582
	Iteration 14Q: 3 clusters Score -9743727 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -9744288.000000 Penalty: 5622.121582
	Iteration 15Q: 3 clusters Score -9744288 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -9744779.000000 Penalty: 5622.121582
	Iteration 16Q: 3 clusters Score -9744779 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -9745094.000000 Penalty: 5622.121582
	Iteration 17Q: 3 clusters Score -9745094 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -9745392.000000 Penalty: 5622.121582
	Iteration 18Q: 3 clusters Score -9745392 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9745694.000000 Penalty: 5622.121582
	Iteration 19Q: 3 clusters Score -9745694 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -9746006.000000 Penalty: 5622.121582
	Iteration 20F: 3 clusters Score -9746006 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -9746242.000000 Penalty: 5622.121582
	Iteration 21Q: 3 clusters Score -9746242 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -9746450.000000 Penalty: 5622.121582
	Iteration 22Q: 3 clusters Score -9746450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -9746588.000000 Penalty: 5622.121582
	Iteration 23Q: 3 clusters Score -9746588 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -9746743.000000 Penalty: 5622.121582
	Iteration 24Q: 3 clusters Score -9746743 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -9746885.000000 Penalty: 5622.121582
	Iteration 25Q: 3 clusters Score -9746885 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -9746991.000000 Penalty: 5622.121582
	Iteration 26Q: 3 clusters Score -9746991 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -9747155.000000 Penalty: 5622.121582
	Iteration 27Q: 3 clusters Score -9747155 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -9747253.000000 Penalty: 5622.121582
	Iteration 28Q: 3 clusters Score -9747253 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -9747329.000000 Penalty: 5622.121582
	Iteration 29Q: 3 clusters Score -9747329 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -9747395.000000 Penalty: 5622.121582
	Iteration 30Q: 3 clusters Score -9747395 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9747435.000000 Penalty: 5622.121582
	Iteration 31Q: 3 clusters Score -9747435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9747505.000000 Penalty: 5622.121582
	Iteration 32Q: 3 clusters Score -9747505 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9747558.000000 Penalty: 5622.121582
	Iteration 33Q: 3 clusters Score -9747558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9747591.000000 Penalty: 5622.121582
	Iteration 34Q: 3 clusters Score -9747591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9747610.000000 Penalty: 5622.121582
	Iteration 35Q: 3 clusters Score -9747610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -9747647.000000 Penalty: 5622.121582
	Iteration 36Q: 3 clusters Score -9747647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9747671.000000 Penalty: 5622.121582
	Iteration 37Q: 3 clusters Score -9747671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9747696.000000 Penalty: 5622.121582
	Iteration 38Q: 3 clusters Score -9747696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9747712.000000 Penalty: 5622.121582
	Iteration 39Q: 3 clusters Score -9747712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9747735.000000 Penalty: 5622.121582
	Iteration 40F: 3 clusters Score -9747735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9747760.000000 Penalty: 5622.121582
	Iteration 41Q: 3 clusters Score -9747760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9747782.000000 Penalty: 5622.121582
	Iteration 42Q: 3 clusters Score -9747782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9747790.000000 Penalty: 5622.121582
	Iteration 43Q: 3 clusters Score -9747790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9747793.000000 Penalty: 5622.121582
	Iteration 44Q: 3 clusters Score -9747793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9747806.000000 Penalty: 5622.121582
	Iteration 45Q: 3 clusters Score -9747806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -9747825.000000 Penalty: 5622.121582
	Iteration 46Q: 3 clusters Score -9747825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9747817.000000 Penalty: 5622.121582
	Iteration 47Q: 3 clusters Score -9747817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9747817.000000 Penalty: 5622.121582
	Iteration 48Q: 3 clusters Score -9747817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9747821.000000 Penalty: 5622.121582
	Iteration 49Q: 3 clusters Score -9747821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9747817.000000 Penalty: 5622.121582
	Iteration 50Q: 3 clusters Score -9747817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9747821.000000 Penalty: 5622.121582
	Iteration 51Q: 3 clusters Score -9747821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9747809.000000 Penalty: 5622.121582
	Iteration 52Q: 3 clusters Score -9747809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9747815.000000 Penalty: 5622.121582
	Iteration 53Q: 3 clusters Score -9747815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9747832.000000 Penalty: 5622.121582
	Iteration 54Q: 3 clusters Score -9747832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9747821.000000 Penalty: 5622.121582
	Iteration 55Q: 3 clusters Score -9747821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9747814.000000 Penalty: 5622.121582
	Iteration 56Q: 3 clusters Score -9747814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9747817.000000 Penalty: 5622.121582
	Iteration 57Q: 3 clusters Score -9747817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9747817.000000 Penalty: 5622.121582
	Iteration 58Q: 3 clusters Score -9747817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9747835.000000 Penalty: 5622.121582
	Iteration 59Q: 3 clusters Score -9747835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9747839.000000 Penalty: 5622.121582
	Iteration 60F: 3 clusters Score -9747839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9747846.000000 Penalty: 5622.121582
	Iteration 61Q: 3 clusters Score -9747846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9747852.000000 Penalty: 5622.121582
	Iteration 62Q: 3 clusters Score -9747852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9747857.000000 Penalty: 5622.121582
	Iteration 63Q: 3 clusters Score -9747857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9747847.000000 Penalty: 5622.121582
	Iteration 64Q: 3 clusters Score -9747847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9747854.000000 Penalty: 5622.121582
	Iteration 65Q: 3 clusters Score -9747854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -9747873.000000 Penalty: 5622.121582
	Iteration 66Q: 3 clusters Score -9747873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9747870.000000 Penalty: 5622.121582
	Iteration 67Q: 3 clusters Score -9747870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9747876.000000 Penalty: 5622.121582
	Iteration 68Q: 3 clusters Score -9747876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9747908.000000 Penalty: 5622.121582
	Iteration 69Q: 3 clusters Score -9747908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9747899.000000 Penalty: 5622.121582
	Iteration 70Q: 3 clusters Score -9747899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9747892.000000 Penalty: 5622.121582
	Iteration 71Q: 3 clusters Score -9747892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9747880.000000 Penalty: 5622.121582
	Iteration 72Q: 3 clusters Score -9747880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9747902.000000 Penalty: 5622.121582
	Iteration 73Q: 3 clusters Score -9747902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9747899.000000 Penalty: 5622.121582
	Iteration 74Q: 3 clusters Score -9747899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9747904.000000 Penalty: 5622.121582
	Iteration 75Q: 3 clusters Score -9747904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9747904.000000 Penalty: 5622.121582
	Iteration 76Q: 3 clusters Score -9747904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9747909.000000 Penalty: 5622.121582
	Iteration 77Q: 3 clusters Score -9747909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9747911.000000 Penalty: 5622.121582
	Iteration 78Q: 3 clusters Score -9747911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9747902.000000 Penalty: 5622.121582
	Iteration 79Q: 3 clusters Score -9747902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9747912.000000 Penalty: 5622.121582
	Iteration 80F: 3 clusters Score -9747912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9747911.000000 Penalty: 5622.121582
	Iteration 81Q: 3 clusters Score -9747911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9747904.000000 Penalty: 5622.121582
	Iteration 82Q: 3 clusters Score -9747904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9747904.000000 Penalty: 5622.121582
	Iteration 83Q: 3 clusters Score -9747904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9747905.000000 Penalty: 5622.121582
	Iteration 84Q: 3 clusters Score -9747905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9747918.000000 Penalty: 5622.121582
	Iteration 85Q: 3 clusters Score -9747918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9747913.000000 Penalty: 5622.121582
	Iteration 86Q: 3 clusters Score -9747913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9747918.000000 Penalty: 5622.121582
	Iteration 87Q: 3 clusters Score -9747918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9747930.000000 Penalty: 5622.121582
	Iteration 88Q: 3 clusters Score -9747930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9747930.000000 Penalty: 5622.121582
	Iteration 89F: 3 clusters Score -9747930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1240121.875000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1240122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1231910.125000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1231910 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1234338.000000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1234338 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1234648.375000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1234648 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1234924.500000 Penalty: 4608.243652
	Iteration 3Q: 3 clusters Score -1234924 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1235289.500000 Penalty: 4608.243652
	Iteration 4Q: 3 clusters Score -1235290 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1235853.000000 Penalty: 4608.243652
	Iteration 5F: 3 clusters Score -1235853 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1236659.375000 Penalty: 4608.243652
	Iteration 6F: 3 clusters Score -1236659 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1237595.375000 Penalty: 4608.243652
	Iteration 7F: 3 clusters Score -1237595 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1238257.750000 Penalty: 4608.243652
	Iteration 8F: 3 clusters Score -1238258 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1238585.000000 Penalty: 4608.243652
	Iteration 9F: 3 clusters Score -1238585 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1238735.125000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1238735 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1238814.375000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1238814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1238858.750000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1238859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1238884.250000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1238884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1238903.000000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1238903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1238912.750000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1238913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1238914.875000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1238915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1238924.375000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1238924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1238928.000000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1238928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1238929.625000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1238930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1238928.875000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1238929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1238931.875000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1238932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1238931.500000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1238932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1238930.375000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1238930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1238931.125000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1238931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1238930.750000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1238931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1238930.000000 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -1238930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1238930.875000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -1238931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1238931.250000 Penalty: 4608.243652
	Iteration 28Q: 3 clusters Score -1238931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1238931.000000 Penalty: 4608.243652
	Iteration 29Q: 3 clusters Score -1238931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1238930.875000 Penalty: 4608.243652
	Iteration 30Q: 3 clusters Score -1238931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1238930.875000 Penalty: 4608.243652
	Iteration 31F: 3 clusters Score -1238931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165850 members 
Entering Unmasked Estep 
Score: -19565724.000000 Penalty: 2980.672119
	Iteration 0F: 2 clusters Score -1.956572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -19454816.000000 Penalty: 5961.344238
	Iteration 0F: 3 clusters Score -1.945482e+07 nChanged 79329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -19500738.000000 Penalty: 5961.344238
	Iteration 1F: 3 clusters Score -1.950074e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -19502204.000000 Penalty: 5961.344238
	Iteration 2Q: 3 clusters Score -1.95022e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -19504404.000000 Penalty: 5961.344238
	Iteration 3Q: 3 clusters Score -1.95044e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -19507854.000000 Penalty: 5961.344238
	Iteration 4Q: 3 clusters Score -1.950785e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -19513176.000000 Penalty: 5961.344238
	Iteration 5F: 3 clusters Score -1.951318e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -19521650.000000 Penalty: 5961.344238
	Iteration 6F: 3 clusters Score -1.952165e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 121405 members 
Entering Unmasked Estep 
Score: -19532614.000000 Penalty: 5961.344238
	Iteration 7F: 3 clusters Score -1.953261e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 131576 members 
Entering Unmasked Estep 
Score: -19543956.000000 Penalty: 5961.344238
	Iteration 8F: 3 clusters Score -1.954396e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 139136 members 
Entering Unmasked Estep 
Score: -19552322.000000 Penalty: 5961.344238
	Iteration 9F: 3 clusters Score -1.955232e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -19556604.000000 Penalty: 5961.344238
	Iteration 10Q: 3 clusters Score -1.95566e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -19559002.000000 Penalty: 5961.344238
	Iteration 11Q: 3 clusters Score -1.9559e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 149574 members 
Entering Unmasked Estep 
Score: -19560376.000000 Penalty: 5961.344238
	Iteration 12Q: 3 clusters Score -1.956038e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -19561254.000000 Penalty: 5961.344238
	Iteration 13Q: 3 clusters Score -1.956125e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -19561828.000000 Penalty: 5961.344238
	Iteration 14Q: 3 clusters Score -1.956183e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -19562318.000000 Penalty: 5961.344238
	Iteration 15Q: 3 clusters Score -1.956232e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -19562662.000000 Penalty: 5961.344238
	Iteration 16Q: 3 clusters Score -1.956266e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -19563068.000000 Penalty: 5961.344238
	Iteration 17Q: 3 clusters Score -1.956307e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -19563312.000000 Penalty: 5961.344238
	Iteration 18Q: 3 clusters Score -1.956331e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -19563504.000000 Penalty: 5961.344238
	Iteration 19Q: 3 clusters Score -1.95635e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 158857 members 
Entering Unmasked Estep 
Score: -19563684.000000 Penalty: 5961.344238
	Iteration 20F: 3 clusters Score -1.956368e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -19563788.000000 Penalty: 5961.344238
	Iteration 21Q: 3 clusters Score -1.956379e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -19563896.000000 Penalty: 5961.344238
	Iteration 22Q: 3 clusters Score -1.95639e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -19564006.000000 Penalty: 5961.344238
	Iteration 23Q: 3 clusters Score -1.956401e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -19564006.000000 Penalty: 5961.344238
	Iteration 24Q: 3 clusters Score -1.956401e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -19564016.000000 Penalty: 5961.344238
	Iteration 25Q: 3 clusters Score -1.956402e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 160807 members 
Entering Unmasked Estep 
Score: -19564024.000000 Penalty: 5961.344238
	Iteration 26Q: 3 clusters Score -1.956402e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 160999 members 
Entering Unmasked Estep 
Score: -19564046.000000 Penalty: 5961.344238
	Iteration 27Q: 3 clusters Score -1.956405e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -19564046.000000 Penalty: 5961.344238
	Iteration 28Q: 3 clusters Score -1.956405e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 161329 members 
Entering Unmasked Estep 
Score: -19564064.000000 Penalty: 5961.344238
	Iteration 29Q: 3 clusters Score -1.956406e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 161488 members 
Entering Unmasked Estep 
Score: -19564110.000000 Penalty: 5961.344238
	Iteration 30Q: 3 clusters Score -1.956411e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -19564112.000000 Penalty: 5961.344238
	Iteration 31Q: 3 clusters Score -1.956411e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -19564154.000000 Penalty: 5961.344238
	Iteration 32Q: 3 clusters Score -1.956415e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 161836 members 
Entering Unmasked Estep 
Score: -19564168.000000 Penalty: 5961.344238
	Iteration 33Q: 3 clusters Score -1.956417e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 161905 members 
Entering Unmasked Estep 
Score: -19564176.000000 Penalty: 5961.344238
	Iteration 34Q: 3 clusters Score -1.956418e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -19564148.000000 Penalty: 5961.344238
	Iteration 35Q: 3 clusters Score -1.956415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -19564170.000000 Penalty: 5961.344238
	Iteration 36Q: 3 clusters Score -1.956417e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -19564154.000000 Penalty: 5961.344238
	Iteration 37Q: 3 clusters Score -1.956415e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 162099 members 
Entering Unmasked Estep 
Score: -19564174.000000 Penalty: 5961.344238
	Iteration 38Q: 3 clusters Score -1.956417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -19564178.000000 Penalty: 5961.344238
	Iteration 39Q: 3 clusters Score -1.956418e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -19564186.000000 Penalty: 5961.344238
	Iteration 40F: 3 clusters Score -1.956419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 162212 members 
Entering Unmasked Estep 
Score: -19564196.000000 Penalty: 5961.344238
	Iteration 41Q: 3 clusters Score -1.95642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 162236 members 
Entering Unmasked Estep 
Score: -19564226.000000 Penalty: 5961.344238
	Iteration 42Q: 3 clusters Score -1.956423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -19564230.000000 Penalty: 5961.344238
	Iteration 43Q: 3 clusters Score -1.956423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -19564238.000000 Penalty: 5961.344238
	Iteration 44Q: 3 clusters Score -1.956424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
Score: -19564250.000000 Penalty: 5961.344238
	Iteration 45Q: 3 clusters Score -1.956425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -19564214.000000 Penalty: 5961.344238
	Iteration 46Q: 3 clusters Score -1.956421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -19564236.000000 Penalty: 5961.344238
	Iteration 47Q: 3 clusters Score -1.956424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 162333 members 
Entering Unmasked Estep 
Score: -19564224.000000 Penalty: 5961.344238
	Iteration 48Q: 3 clusters Score -1.956422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -19564230.000000 Penalty: 5961.344238
	Iteration 49Q: 3 clusters Score -1.956423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 162360 members 
Entering Unmasked Estep 
Score: -19564226.000000 Penalty: 5961.344238
	Iteration 50Q: 3 clusters Score -1.956423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 162382 members 
Entering Unmasked Estep 
Score: -19564230.000000 Penalty: 5961.344238
	Iteration 51Q: 3 clusters Score -1.956423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 162401 members 
Entering Unmasked Estep 
Score: -19564228.000000 Penalty: 5961.344238
	Iteration 52Q: 3 clusters Score -1.956423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 162418 members 
Entering Unmasked Estep 
Score: -19564238.000000 Penalty: 5961.344238
	Iteration 53Q: 3 clusters Score -1.956424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 162426 members 
Entering Unmasked Estep 
Score: -19564214.000000 Penalty: 5961.344238
	Iteration 54Q: 3 clusters Score -1.956421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 162431 members 
Entering Unmasked Estep 
Score: -19564224.000000 Penalty: 5961.344238
	Iteration 55Q: 3 clusters Score -1.956422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -19564234.000000 Penalty: 5961.344238
	Iteration 56Q: 3 clusters Score -1.956423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -19564238.000000 Penalty: 5961.344238
	Iteration 57Q: 3 clusters Score -1.956424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 162451 members 
Entering Unmasked Estep 
Score: -19564238.000000 Penalty: 5961.344238
	Iteration 58Q: 3 clusters Score -1.956424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -19564220.000000 Penalty: 5961.344238
	Iteration 59Q: 3 clusters Score -1.956422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 162463 members 
Entering Unmasked Estep 
Score: -19564222.000000 Penalty: 5961.344238
	Iteration 60F: 3 clusters Score -1.956422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -19564226.000000 Penalty: 5961.344238
	Iteration 61Q: 3 clusters Score -1.956423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -19564222.000000 Penalty: 5961.344238
	Iteration 62Q: 3 clusters Score -1.956422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -19564222.000000 Penalty: 5961.344238
	Iteration 63F: 3 clusters Score -1.956422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (307310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307310 members 
Entering Unmasked Estep 
Score: -35925436.000000 Penalty: 3133.631836
	Iteration 0F: 2 clusters Score -3.592544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -35721428.000000 Penalty: 6267.263672
	Iteration 0F: 3 clusters Score -3.572143e+07 nChanged 148817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -35809628.000000 Penalty: 6267.263672
	Iteration 1F: 3 clusters Score -3.580963e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -35811408.000000 Penalty: 6267.263672
	Iteration 2Q: 3 clusters Score -3.581141e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 179428 members 
Entering Unmasked Estep 
Score: -35814732.000000 Penalty: 6267.263672
	Iteration 3Q: 3 clusters Score -3.581473e+07 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 193929 members 
Entering Unmasked Estep 
Score: -35821632.000000 Penalty: 6267.263672
	Iteration 4Q: 3 clusters Score -3.582163e+07 nChanged 21232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 215087 members 
Entering Unmasked Estep 
Score: -35834636.000000 Penalty: 6267.263672
	Iteration 5F: 3 clusters Score -3.583464e+07 nChanged 27698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 242777 members 
Entering Unmasked Estep 
Score: -35857472.000000 Penalty: 6267.263672
	Iteration 6F: 3 clusters Score -3.585747e+07 nChanged 29578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 272353 members 
Entering Unmasked Estep 
Score: -35887064.000000 Penalty: 6267.263672
	Iteration 7F: 3 clusters Score -3.588706e+07 nChanged 22055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 294408 members 
Entering Unmasked Estep 
Score: -35910740.000000 Penalty: 6267.263672
	Iteration 8F: 3 clusters Score -3.591074e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 303982 members 
Entering Unmasked Estep 
Score: -35920044.000000 Penalty: 6267.263672
	Iteration 9Q: 3 clusters Score -3.592004e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 306566 members 
Entering Unmasked Estep 
Score: -35921992.000000 Penalty: 6267.263672
	Iteration 10Q: 3 clusters Score -3.592199e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307042 members 
Entering Unmasked Estep 
Score: -35922340.000000 Penalty: 6267.263672
	Iteration 11Q: 3 clusters Score -3.592234e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 307116 members 
Entering Unmasked Estep 
Score: -35922500.000000 Penalty: 6267.263672
	Iteration 12Q: 3 clusters Score -3.59225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 307137 members 
Entering Unmasked Estep 
Score: -35922572.000000 Penalty: 6267.263672
	Iteration 13Q: 3 clusters Score -3.592257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 307148 members 
Entering Unmasked Estep 
Score: -35922584.000000 Penalty: 6267.263672
	Iteration 14Q: 3 clusters Score -3.592258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 307154 members 
Entering Unmasked Estep 
Score: -35922608.000000 Penalty: 6267.263672
	Iteration 15Q: 3 clusters Score -3.592261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 307156 members 
Entering Unmasked Estep 
Score: -35922664.000000 Penalty: 6267.263672
	Iteration 16Q: 3 clusters Score -3.592266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 307157 members 
Entering Unmasked Estep 
Score: -35922676.000000 Penalty: 6267.263672
	Iteration 17Q: 3 clusters Score -3.592268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 307159 members 
Entering Unmasked Estep 
Score: -35922676.000000 Penalty: 6267.263672
	Iteration 18Q: 3 clusters Score -3.592268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 307159 members 
Entering Unmasked Estep 
Score: -35922676.000000 Penalty: 6267.263672
	Iteration 19F: 3 clusters Score -3.592268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Entering Unmasked Estep 
Score: -9199347.000000 Penalty: 2792.471680
	Iteration 0F: 2 clusters Score -9199347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -9147390.000000 Penalty: 5584.943359
	Iteration 0F: 3 clusters Score -9147390 nChanged 36274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -9167879.000000 Penalty: 5584.943359
	Iteration 1F: 3 clusters Score -9167879 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -9168668.000000 Penalty: 5584.943359
	Iteration 2Q: 3 clusters Score -9168668 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -9169636.000000 Penalty: 5584.943359
	Iteration 3Q: 3 clusters Score -9169636 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -9171030.000000 Penalty: 5584.943359
	Iteration 4Q: 3 clusters Score -9171030 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -9173270.000000 Penalty: 5584.943359
	Iteration 5F: 3 clusters Score -9173270 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -9176414.000000 Penalty: 5584.943359
	Iteration 6F: 3 clusters Score -9176414 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -9180553.000000 Penalty: 5584.943359
	Iteration 7F: 3 clusters Score -9180553 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -9184803.000000 Penalty: 5584.943359
	Iteration 8F: 3 clusters Score -9184803 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -9188674.000000 Penalty: 5584.943359
	Iteration 9F: 3 clusters Score -9188674 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -9191518.000000 Penalty: 5584.943359
	Iteration 10Q: 3 clusters Score -9191518 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -9193006.000000 Penalty: 5584.943359
	Iteration 11Q: 3 clusters Score -9193006 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -9193717.000000 Penalty: 5584.943359
	Iteration 12Q: 3 clusters Score -9193717 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -9194200.000000 Penalty: 5584.943359
	Iteration 13Q: 3 clusters Score -9194200 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -9194556.000000 Penalty: 5584.943359
	Iteration 14Q: 3 clusters Score -9194556 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -9194930.000000 Penalty: 5584.943359
	Iteration 15Q: 3 clusters Score -9194930 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -9195168.000000 Penalty: 5584.943359
	Iteration 16Q: 3 clusters Score -9195168 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -9195422.000000 Penalty: 5584.943359
	Iteration 17Q: 3 clusters Score -9195422 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9195649.000000 Penalty: 5584.943359
	Iteration 18Q: 3 clusters Score -9195649 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -9195823.000000 Penalty: 5584.943359
	Iteration 19Q: 3 clusters Score -9195823 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -9196027.000000 Penalty: 5584.943359
	Iteration 20F: 3 clusters Score -9196027 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -9196155.000000 Penalty: 5584.943359
	Iteration 21Q: 3 clusters Score -9196155 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -9196317.000000 Penalty: 5584.943359
	Iteration 22Q: 3 clusters Score -9196317 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -9196429.000000 Penalty: 5584.943359
	Iteration 23Q: 3 clusters Score -9196429 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -9196586.000000 Penalty: 5584.943359
	Iteration 24Q: 3 clusters Score -9196586 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -9196665.000000 Penalty: 5584.943359
	Iteration 25Q: 3 clusters Score -9196665 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -9196772.000000 Penalty: 5584.943359
	Iteration 26Q: 3 clusters Score -9196772 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -9196872.000000 Penalty: 5584.943359
	Iteration 27Q: 3 clusters Score -9196872 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -9196958.000000 Penalty: 5584.943359
	Iteration 28Q: 3 clusters Score -9196958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -9197022.000000 Penalty: 5584.943359
	Iteration 29Q: 3 clusters Score -9197022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9197077.000000 Penalty: 5584.943359
	Iteration 30Q: 3 clusters Score -9197077 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -9197172.000000 Penalty: 5584.943359
	Iteration 31Q: 3 clusters Score -9197172 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9197268.000000 Penalty: 5584.943359
	Iteration 32Q: 3 clusters Score -9197268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -9197303.000000 Penalty: 5584.943359
	Iteration 33Q: 3 clusters Score -9197303 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9197368.000000 Penalty: 5584.943359
	Iteration 34Q: 3 clusters Score -9197368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9197412.000000 Penalty: 5584.943359
	Iteration 35Q: 3 clusters Score -9197412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -9197481.000000 Penalty: 5584.943359
	Iteration 36Q: 3 clusters Score -9197481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -9197482.000000 Penalty: 5584.943359
	Iteration 37Q: 3 clusters Score -9197482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9197510.000000 Penalty: 5584.943359
	Iteration 38Q: 3 clusters Score -9197510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9197529.000000 Penalty: 5584.943359
	Iteration 39Q: 3 clusters Score -9197529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9197546.000000 Penalty: 5584.943359
	Iteration 40F: 3 clusters Score -9197546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9197560.000000 Penalty: 5584.943359
	Iteration 41Q: 3 clusters Score -9197560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9197547.000000 Penalty: 5584.943359
	Iteration 42Q: 3 clusters Score -9197547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9197566.000000 Penalty: 5584.943359
	Iteration 43Q: 3 clusters Score -9197566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9197581.000000 Penalty: 5584.943359
	Iteration 44Q: 3 clusters Score -9197581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9197598.000000 Penalty: 5584.943359
	Iteration 45Q: 3 clusters Score -9197598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9197600.000000 Penalty: 5584.943359
	Iteration 46Q: 3 clusters Score -9197600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9197604.000000 Penalty: 5584.943359
	Iteration 47Q: 3 clusters Score -9197604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9197599.000000 Penalty: 5584.943359
	Iteration 48Q: 3 clusters Score -9197599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9197606.000000 Penalty: 5584.943359
	Iteration 49Q: 3 clusters Score -9197606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9197608.000000 Penalty: 5584.943359
	Iteration 50Q: 3 clusters Score -9197608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75414 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9197622.000000 Penalty: 5584.943359
	Iteration 51Q: 3 clusters Score -9197622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9197617.000000 Penalty: 5584.943359
	Iteration 52Q: 3 clusters Score -9197617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9197640.000000 Penalty: 5584.943359
	Iteration 53Q: 3 clusters Score -9197640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9197630.000000 Penalty: 5584.943359
	Iteration 54Q: 3 clusters Score -9197630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9197632.000000 Penalty: 5584.943359
	Iteration 55Q: 3 clusters Score -9197632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9197646.000000 Penalty: 5584.943359
	Iteration 56Q: 3 clusters Score -9197646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9197650.000000 Penalty: 5584.943359
	Iteration 57Q: 3 clusters Score -9197650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9197654.000000 Penalty: 5584.943359
	Iteration 58Q: 3 clusters Score -9197654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9197659.000000 Penalty: 5584.943359
	Iteration 59Q: 3 clusters Score -9197659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9197658.000000 Penalty: 5584.943359
	Iteration 60F: 3 clusters Score -9197658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9197650.000000 Penalty: 5584.943359
	Iteration 61Q: 3 clusters Score -9197650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9197661.000000 Penalty: 5584.943359
	Iteration 62Q: 3 clusters Score -9197661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9197656.000000 Penalty: 5584.943359
	Iteration 63Q: 3 clusters Score -9197656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9197651.000000 Penalty: 5584.943359
	Iteration 64Q: 3 clusters Score -9197651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9197656.000000 Penalty: 5584.943359
	Iteration 65Q: 3 clusters Score -9197656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9197656.000000 Penalty: 5584.943359
	Iteration 66Q: 3 clusters Score -9197656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9197658.000000 Penalty: 5584.943359
	Iteration 67Q: 3 clusters Score -9197658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9197668.000000 Penalty: 5584.943359
	Iteration 68Q: 3 clusters Score -9197668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9197673.000000 Penalty: 5584.943359
	Iteration 69Q: 3 clusters Score -9197673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9197670.000000 Penalty: 5584.943359
	Iteration 70Q: 3 clusters Score -9197670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9197677.000000 Penalty: 5584.943359
	Iteration 71Q: 3 clusters Score -9197677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9197676.000000 Penalty: 5584.943359
	Iteration 72Q: 3 clusters Score -9197676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9197682.000000 Penalty: 5584.943359
	Iteration 73Q: 3 clusters Score -9197682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9197683.000000 Penalty: 5584.943359
	Iteration 74Q: 3 clusters Score -9197683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9197678.000000 Penalty: 5584.943359
	Iteration 75Q: 3 clusters Score -9197678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9197676.000000 Penalty: 5584.943359
	Iteration 76Q: 3 clusters Score -9197676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9197678.000000 Penalty: 5584.943359
	Iteration 77Q: 3 clusters Score -9197678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9197679.000000 Penalty: 5584.943359
	Iteration 78Q: 3 clusters Score -9197679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9197679.000000 Penalty: 5584.943359
	Iteration 79Q: 3 clusters Score -9197679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9197677.000000 Penalty: 5584.943359
	Iteration 80F: 3 clusters Score -9197677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9197678.000000 Penalty: 5584.943359
	Iteration 81Q: 3 clusters Score -9197678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9197666.000000 Penalty: 5584.943359
	Iteration 82Q: 3 clusters Score -9197666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9197672.000000 Penalty: 5584.943359
	Iteration 83Q: 3 clusters Score -9197672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9197680.000000 Penalty: 5584.943359
	Iteration 84Q: 3 clusters Score -9197680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9197679.000000 Penalty: 5584.943359
	Iteration 85Q: 3 clusters Score -9197679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9197682.000000 Penalty: 5584.943359
	Iteration 86Q: 3 clusters Score -9197682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9197683.000000 Penalty: 5584.943359
	Iteration 87Q: 3 clusters Score -9197683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9197679.000000 Penalty: 5584.943359
	Iteration 88Q: 3 clusters Score -9197679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9197678.000000 Penalty: 5584.943359
	Iteration 89Q: 3 clusters Score -9197678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9197678.000000 Penalty: 5584.943359
	Iteration 90F: 3 clusters Score -9197678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Entering Unmasked Estep 
Score: -2553349.250000 Penalty: 2474.000488
	Iteration 0F: 2 clusters Score -2553349 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 10721 members 
Entering Unmasked Estep 
Score: -2538279.250000 Penalty: 4948.000977
	Iteration 0F: 3 clusters Score -2538279 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2543436.500000 Penalty: 4948.000977
	Iteration 1F: 3 clusters Score -2543436 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2543868.000000 Penalty: 4948.000977
	Iteration 2F: 3 clusters Score -2543868 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2544251.500000 Penalty: 4948.000977
	Iteration 3Q: 3 clusters Score -2544252 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2544668.500000 Penalty: 4948.000977
	Iteration 4Q: 3 clusters Score -2544668 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2545141.250000 Penalty: 4948.000977
	Iteration 5Q: 3 clusters Score -2545141 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2545705.500000 Penalty: 4948.000977
	Iteration 6F: 3 clusters Score -2545706 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2546381.750000 Penalty: 4948.000977
	Iteration 7F: 3 clusters Score -2546382 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2547213.500000 Penalty: 4948.000977
	Iteration 8F: 3 clusters Score -2547214 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2548162.000000 Penalty: 4948.000977
	Iteration 9F: 3 clusters Score -2548162 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2549075.000000 Penalty: 4948.000977
	Iteration 10F: 3 clusters Score -2549075 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2549921.000000 Penalty: 4948.000977
	Iteration 11Q: 3 clusters Score -2549921 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2550533.000000 Penalty: 4948.000977
	Iteration 12Q: 3 clusters Score -2550533 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2550965.250000 Penalty: 4948.000977
	Iteration 13Q: 3 clusters Score -2550965 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2551192.750000 Penalty: 4948.000977
	Iteration 14Q: 3 clusters Score -2551193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2551312.250000 Penalty: 4948.000977
	Iteration 15Q: 3 clusters Score -2551312 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2551385.750000 Penalty: 4948.000977
	Iteration 16Q: 3 clusters Score -2551386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2551448.500000 Penalty: 4948.000977
	Iteration 17Q: 3 clusters Score -2551448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2551488.750000 Penalty: 4948.000977
	Iteration 18Q: 3 clusters Score -2551489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2551523.500000 Penalty: 4948.000977
	Iteration 19Q: 3 clusters Score -2551524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2551542.250000 Penalty: 4948.000977
	Iteration 20F: 3 clusters Score -2551542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2551552.250000 Penalty: 4948.000977
	Iteration 21Q: 3 clusters Score -2551552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2551567.500000 Penalty: 4948.000977
	Iteration 22Q: 3 clusters Score -2551568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2551578.000000 Penalty: 4948.000977
	Iteration 23Q: 3 clusters Score -2551578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2551589.250000 Penalty: 4948.000977
	Iteration 24Q: 3 clusters Score -2551589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2551594.500000 Penalty: 4948.000977
	Iteration 25Q: 3 clusters Score -2551594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2551593.000000 Penalty: 4948.000977
	Iteration 26Q: 3 clusters Score -2551593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2551598.250000 Penalty: 4948.000977
	Iteration 27Q: 3 clusters Score -2551598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2551601.250000 Penalty: 4948.000977
	Iteration 28Q: 3 clusters Score -2551601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2551604.000000 Penalty: 4948.000977
	Iteration 29Q: 3 clusters Score -2551604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2551614.500000 Penalty: 4948.000977
	Iteration 30Q: 3 clusters Score -2551614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2551623.750000 Penalty: 4948.000977
	Iteration 31Q: 3 clusters Score -2551624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2551625.250000 Penalty: 4948.000977
	Iteration 32Q: 3 clusters Score -2551625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2551629.000000 Penalty: 4948.000977
	Iteration 33Q: 3 clusters Score -2551629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2551628.000000 Penalty: 4948.000977
	Iteration 34Q: 3 clusters Score -2551628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2551631.500000 Penalty: 4948.000977
	Iteration 35Q: 3 clusters Score -2551632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2551631.250000 Penalty: 4948.000977
	Iteration 36Q: 3 clusters Score -2551631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2551629.750000 Penalty: 4948.000977
	Iteration 37Q: 3 clusters Score -2551630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2551631.750000 Penalty: 4948.000977
	Iteration 38Q: 3 clusters Score -2551632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2551632.000000 Penalty: 4948.000977
	Iteration 39Q: 3 clusters Score -2551632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2551632.000000 Penalty: 4948.000977
	Iteration 40F: 3 clusters Score -2551632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Entering Unmasked Estep 
Score: -3527105.250000 Penalty: 2553.014893
	Iteration 0F: 2 clusters Score -3527105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3506788.000000 Penalty: 5106.029785
	Iteration 0F: 3 clusters Score -3506788 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3514272.000000 Penalty: 5106.029785
	Iteration 1F: 3 clusters Score -3514272 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3515049.500000 Penalty: 5106.029785
	Iteration 2F: 3 clusters Score -3515050 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3516149.500000 Penalty: 5106.029785
	Iteration 3F: 3 clusters Score -3516150 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3517718.500000 Penalty: 5106.029785
	Iteration 4F: 3 clusters Score -3517718 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3519618.500000 Penalty: 5106.029785
	Iteration 5F: 3 clusters Score -3519618 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3521642.000000 Penalty: 5106.029785
	Iteration 6F: 3 clusters Score -3521642 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3523204.250000 Penalty: 5106.029785
	Iteration 7F: 3 clusters Score -3523204 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3524222.500000 Penalty: 5106.029785
	Iteration 8Q: 3 clusters Score -3524222 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3524691.000000 Penalty: 5106.029785
	Iteration 9Q: 3 clusters Score -3524691 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3524905.250000 Penalty: 5106.029785
	Iteration 10Q: 3 clusters Score -3524905 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3524978.750000 Penalty: 5106.029785
	Iteration 11Q: 3 clusters Score -3524979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3525008.250000 Penalty: 5106.029785
	Iteration 12Q: 3 clusters Score -3525008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3525030.250000 Penalty: 5106.029785
	Iteration 13Q: 3 clusters Score -3525030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3525033.250000 Penalty: 5106.029785
	Iteration 14Q: 3 clusters Score -3525033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3525051.250000 Penalty: 5106.029785
	Iteration 15Q: 3 clusters Score -3525051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3525057.500000 Penalty: 5106.029785
	Iteration 16Q: 3 clusters Score -3525058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3525068.000000 Penalty: 5106.029785
	Iteration 17Q: 3 clusters Score -3525068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3525078.000000 Penalty: 5106.029785
	Iteration 18Q: 3 clusters Score -3525078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3525083.750000 Penalty: 5106.029785
	Iteration 19Q: 3 clusters Score -3525084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3525082.000000 Penalty: 5106.029785
	Iteration 20F: 3 clusters Score -3525082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3525091.500000 Penalty: 5106.029785
	Iteration 21Q: 3 clusters Score -3525092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3525090.250000 Penalty: 5106.029785
	Iteration 22Q: 3 clusters Score -3525090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3525094.000000 Penalty: 5106.029785
	Iteration 23Q: 3 clusters Score -3525094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3525104.000000 Penalty: 5106.029785
	Iteration 24Q: 3 clusters Score -3525104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3525112.250000 Penalty: 5106.029785
	Iteration 25Q: 3 clusters Score -3525112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3525116.500000 Penalty: 5106.029785
	Iteration 26Q: 3 clusters Score -3525116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3525113.750000 Penalty: 5106.029785
	Iteration 27Q: 3 clusters Score -3525114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3525116.250000 Penalty: 5106.029785
	Iteration 28Q: 3 clusters Score -3525116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3525115.250000 Penalty: 5106.029785
	Iteration 29Q: 3 clusters Score -3525115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3525120.000000 Penalty: 5106.029785
	Iteration 30Q: 3 clusters Score -3525120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3525120.250000 Penalty: 5106.029785
	Iteration 31Q: 3 clusters Score -3525120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3525115.750000 Penalty: 5106.029785
	Iteration 32Q: 3 clusters Score -3525116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3525120.500000 Penalty: 5106.029785
	Iteration 33Q: 3 clusters Score -3525120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3525124.000000 Penalty: 5106.029785
	Iteration 34Q: 3 clusters Score -3525124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3525128.250000 Penalty: 5106.029785
	Iteration 35Q: 3 clusters Score -3525128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3525126.750000 Penalty: 5106.029785
	Iteration 36Q: 3 clusters Score -3525127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3525129.500000 Penalty: 5106.029785
	Iteration 37Q: 3 clusters Score -3525130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3525127.250000 Penalty: 5106.029785
	Iteration 38Q: 3 clusters Score -3525127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3525129.500000 Penalty: 5106.029785
	Iteration 39Q: 3 clusters Score -3525130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3525132.000000 Penalty: 5106.029785
	Iteration 40F: 3 clusters Score -3525132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3525129.000000 Penalty: 5106.029785
	Iteration 41Q: 3 clusters Score -3525129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3525134.500000 Penalty: 5106.029785
	Iteration 42Q: 3 clusters Score -3525134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3525139.750000 Penalty: 5106.029785
	Iteration 43Q: 3 clusters Score -3525140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3525139.750000 Penalty: 5106.029785
	Iteration 44Q: 3 clusters Score -3525140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3525142.000000 Penalty: 5106.029785
	Iteration 45Q: 3 clusters Score -3525142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3525142.250000 Penalty: 5106.029785
	Iteration 46Q: 3 clusters Score -3525142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3525142.500000 Penalty: 5106.029785
	Iteration 47Q: 3 clusters Score -3525142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3525142.750000 Penalty: 5106.029785
	Iteration 48Q: 3 clusters Score -3525143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3525144.500000 Penalty: 5106.029785
	Iteration 49Q: 3 clusters Score -3525144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3525145.000000 Penalty: 5106.029785
	Iteration 50Q: 3 clusters Score -3525145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3525145.000000 Penalty: 5106.029785
	Iteration 51F: 3 clusters Score -3525145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -212668.593750 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -212668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210155.968750 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -210156 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210573.234375 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -210573.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210676.234375 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -210676.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210720.031250 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -210720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -210754.671875 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -210754.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -210776.375000 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -210776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -210784.921875 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -210784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -210792.562500 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -210792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210797.828125 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -210797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210800.843750 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -210800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210801.828125 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -210801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210802.593750 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -210802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210802.593750 Penalty: 3731.378906
	Iteration 12F: 3 clusters Score -210802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Entering Unmasked Estep 
Score: -4783959.500000 Penalty: 2630.807373
	Iteration 0F: 2 clusters Score -4783960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4756482.500000 Penalty: 5261.614746
	Iteration 0F: 3 clusters Score -4756482 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4766601.500000 Penalty: 5261.614746
	Iteration 1F: 3 clusters Score -4766602 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4767019.000000 Penalty: 5261.614746
	Iteration 2Q: 3 clusters Score -4767019 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4767429.500000 Penalty: 5261.614746
	Iteration 3Q: 3 clusters Score -4767430 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4767761.000000 Penalty: 5261.614746
	Iteration 4Q: 3 clusters Score -4767761 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4768048.500000 Penalty: 5261.614746
	Iteration 5Q: 3 clusters Score -4768048 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4768350.000000 Penalty: 5261.614746
	Iteration 6Q: 3 clusters Score -4768350 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4768682.500000 Penalty: 5261.614746
	Iteration 7Q: 3 clusters Score -4768682 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4769024.000000 Penalty: 5261.614746
	Iteration 8Q: 3 clusters Score -4769024 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4769533.000000 Penalty: 5261.614746
	Iteration 9Q: 3 clusters Score -4769533 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4770312.500000 Penalty: 5261.614746
	Iteration 10Q: 3 clusters Score -4770312 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4771437.000000 Penalty: 5261.614746
	Iteration 11F: 3 clusters Score -4771437 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4773138.500000 Penalty: 5261.614746
	Iteration 12F: 3 clusters Score -4773138 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4775431.000000 Penalty: 5261.614746
	Iteration 13F: 3 clusters Score -4775431 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4777827.500000 Penalty: 5261.614746
	Iteration 14F: 3 clusters Score -4777828 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4779680.000000 Penalty: 5261.614746
	Iteration 15Q: 3 clusters Score -4779680 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4780709.500000 Penalty: 5261.614746
	Iteration 16Q: 3 clusters Score -4780710 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4781179.500000 Penalty: 5261.614746
	Iteration 17Q: 3 clusters Score -4781180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4781368.500000 Penalty: 5261.614746
	Iteration 18Q: 3 clusters Score -4781368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4781473.500000 Penalty: 5261.614746
	Iteration 19Q: 3 clusters Score -4781474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4781532.500000 Penalty: 5261.614746
	Iteration 20F: 3 clusters Score -4781532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4781566.500000 Penalty: 5261.614746
	Iteration 21Q: 3 clusters Score -4781566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4781590.000000 Penalty: 5261.614746
	Iteration 22Q: 3 clusters Score -4781590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4781616.000000 Penalty: 5261.614746
	Iteration 23Q: 3 clusters Score -4781616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4781640.000000 Penalty: 5261.614746
	Iteration 24Q: 3 clusters Score -4781640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4781655.500000 Penalty: 5261.614746
	Iteration 25Q: 3 clusters Score -4781656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4781658.500000 Penalty: 5261.614746
	Iteration 26Q: 3 clusters Score -4781658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4781667.500000 Penalty: 5261.614746
	Iteration 27Q: 3 clusters Score -4781668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4781674.500000 Penalty: 5261.614746
	Iteration 28Q: 3 clusters Score -4781674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4781682.500000 Penalty: 5261.614746
	Iteration 29Q: 3 clusters Score -4781682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4781683.000000 Penalty: 5261.614746
	Iteration 30Q: 3 clusters Score -4781683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4781683.000000 Penalty: 5261.614746
	Iteration 31F: 3 clusters Score -4781683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -137273.656250 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -137273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135196.687500 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -135196.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135519.921875 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -135519.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135609.500000 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -135609.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135668.125000 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -135668.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135702.109375 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -135702.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135731.406250 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -135731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135753.968750 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -135754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135771.312500 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -135771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135778.078125 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -135778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135788.609375 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -135788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135797.890625 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -135797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135804.343750 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -135804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135810.640625 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -135810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135814.984375 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -135815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135815.906250 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -135815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135817.843750 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -135817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135822.109375 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -135822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135823.250000 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -135823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135823.500000 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -135823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135823.500000 Penalty: 3515.436523
	Iteration 19F: 3 clusters Score -135823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Entering Unmasked Estep 
Score: -2243369.250000 Penalty: 2447.447754
	Iteration 0F: 2 clusters Score -2243369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2229731.000000 Penalty: 4894.895508
	Iteration 0F: 3 clusters Score -2229731 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2234529.750000 Penalty: 4894.895508
	Iteration 1F: 3 clusters Score -2234530 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2235224.250000 Penalty: 4894.895508
	Iteration 2F: 3 clusters Score -2235224 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2235988.250000 Penalty: 4894.895508
	Iteration 3F: 3 clusters Score -2235988 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2236886.250000 Penalty: 4894.895508
	Iteration 4F: 3 clusters Score -2236886 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2237949.250000 Penalty: 4894.895508
	Iteration 5F: 3 clusters Score -2237949 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2239186.250000 Penalty: 4894.895508
	Iteration 6F: 3 clusters Score -2239186 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2240271.750000 Penalty: 4894.895508
	Iteration 7F: 3 clusters Score -2240272 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2241097.750000 Penalty: 4894.895508
	Iteration 8F: 3 clusters Score -2241098 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2241577.750000 Penalty: 4894.895508
	Iteration 9Q: 3 clusters Score -2241578 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2241851.750000 Penalty: 4894.895508
	Iteration 10Q: 3 clusters Score -2241852 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2242004.750000 Penalty: 4894.895508
	Iteration 11Q: 3 clusters Score -2242005 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2242105.250000 Penalty: 4894.895508
	Iteration 12Q: 3 clusters Score -2242105 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2242182.500000 Penalty: 4894.895508
	Iteration 13Q: 3 clusters Score -2242182 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2242250.000000 Penalty: 4894.895508
	Iteration 14Q: 3 clusters Score -2242250 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2242302.750000 Penalty: 4894.895508
	Iteration 15Q: 3 clusters Score -2242303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2242329.250000 Penalty: 4894.895508
	Iteration 16Q: 3 clusters Score -2242329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2242365.250000 Penalty: 4894.895508
	Iteration 17Q: 3 clusters Score -2242365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2242392.500000 Penalty: 4894.895508
	Iteration 18Q: 3 clusters Score -2242392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2242416.750000 Penalty: 4894.895508
	Iteration 19Q: 3 clusters Score -2242417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2242442.500000 Penalty: 4894.895508
	Iteration 20F: 3 clusters Score -2242442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2242465.500000 Penalty: 4894.895508
	Iteration 21Q: 3 clusters Score -2242466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2242485.500000 Penalty: 4894.895508
	Iteration 22Q: 3 clusters Score -2242486 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2242514.750000 Penalty: 4894.895508
	Iteration 23Q: 3 clusters Score -2242515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2242522.000000 Penalty: 4894.895508
	Iteration 24Q: 3 clusters Score -2242522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2242543.500000 Penalty: 4894.895508
	Iteration 25Q: 3 clusters Score -2242544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2242550.750000 Penalty: 4894.895508
	Iteration 26Q: 3 clusters Score -2242551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2242568.250000 Penalty: 4894.895508
	Iteration 27Q: 3 clusters Score -2242568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2242571.000000 Penalty: 4894.895508
	Iteration 28Q: 3 clusters Score -2242571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2242585.750000 Penalty: 4894.895508
	Iteration 29Q: 3 clusters Score -2242586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2242600.250000 Penalty: 4894.895508
	Iteration 30Q: 3 clusters Score -2242600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2242625.250000 Penalty: 4894.895508
	Iteration 31Q: 3 clusters Score -2242625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2242633.750000 Penalty: 4894.895508
	Iteration 32Q: 3 clusters Score -2242634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2242644.750000 Penalty: 4894.895508
	Iteration 33Q: 3 clusters Score -2242645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2242660.750000 Penalty: 4894.895508
	Iteration 34Q: 3 clusters Score -2242661 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2242672.750000 Penalty: 4894.895508
	Iteration 35Q: 3 clusters Score -2242673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2242689.000000 Penalty: 4894.895508
	Iteration 36Q: 3 clusters Score -2242689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2242701.750000 Penalty: 4894.895508
	Iteration 37Q: 3 clusters Score -2242702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2242710.750000 Penalty: 4894.895508
	Iteration 38Q: 3 clusters Score -2242711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2242723.750000 Penalty: 4894.895508
	Iteration 39Q: 3 clusters Score -2242724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2242730.750000 Penalty: 4894.895508
	Iteration 40F: 3 clusters Score -2242731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2242740.750000 Penalty: 4894.895508
	Iteration 41Q: 3 clusters Score -2242741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2242749.000000 Penalty: 4894.895508
	Iteration 42Q: 3 clusters Score -2242749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2242762.000000 Penalty: 4894.895508
	Iteration 43Q: 3 clusters Score -2242762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2242760.500000 Penalty: 4894.895508
	Iteration 44Q: 3 clusters Score -2242760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2242774.500000 Penalty: 4894.895508
	Iteration 45Q: 3 clusters Score -2242774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2242782.500000 Penalty: 4894.895508
	Iteration 46Q: 3 clusters Score -2242782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2242784.750000 Penalty: 4894.895508
	Iteration 47Q: 3 clusters Score -2242785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2242787.500000 Penalty: 4894.895508
	Iteration 48Q: 3 clusters Score -2242788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2242795.250000 Penalty: 4894.895508
	Iteration 49Q: 3 clusters Score -2242795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2242804.000000 Penalty: 4894.895508
	Iteration 50Q: 3 clusters Score -2242804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2242809.500000 Penalty: 4894.895508
	Iteration 51Q: 3 clusters Score -2242810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2242808.000000 Penalty: 4894.895508
	Iteration 52Q: 3 clusters Score -2242808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2242808.250000 Penalty: 4894.895508
	Iteration 53Q: 3 clusters Score -2242808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2242808.250000 Penalty: 4894.895508
	Iteration 54Q: 3 clusters Score -2242808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2242812.750000 Penalty: 4894.895508
	Iteration 55Q: 3 clusters Score -2242813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2242814.250000 Penalty: 4894.895508
	Iteration 56Q: 3 clusters Score -2242814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2242819.750000 Penalty: 4894.895508
	Iteration 57Q: 3 clusters Score -2242820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2242819.000000 Penalty: 4894.895508
	Iteration 58Q: 3 clusters Score -2242819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2242825.000000 Penalty: 4894.895508
	Iteration 59Q: 3 clusters Score -2242825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2242826.750000 Penalty: 4894.895508
	Iteration 60F: 3 clusters Score -2242827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2242830.000000 Penalty: 4894.895508
	Iteration 61Q: 3 clusters Score -2242830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2242829.000000 Penalty: 4894.895508
	Iteration 62Q: 3 clusters Score -2242829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2242838.500000 Penalty: 4894.895508
	Iteration 63Q: 3 clusters Score -2242838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2242837.500000 Penalty: 4894.895508
	Iteration 64Q: 3 clusters Score -2242838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2242846.250000 Penalty: 4894.895508
	Iteration 65Q: 3 clusters Score -2242846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2242852.500000 Penalty: 4894.895508
	Iteration 66Q: 3 clusters Score -2242852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2242854.750000 Penalty: 4894.895508
	Iteration 67Q: 3 clusters Score -2242855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2242858.750000 Penalty: 4894.895508
	Iteration 68Q: 3 clusters Score -2242859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2242861.000000 Penalty: 4894.895508
	Iteration 69Q: 3 clusters Score -2242861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2242858.500000 Penalty: 4894.895508
	Iteration 70Q: 3 clusters Score -2242858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2242860.750000 Penalty: 4894.895508
	Iteration 71Q: 3 clusters Score -2242861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2242858.250000 Penalty: 4894.895508
	Iteration 72Q: 3 clusters Score -2242858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2242860.250000 Penalty: 4894.895508
	Iteration 73Q: 3 clusters Score -2242860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2242861.500000 Penalty: 4894.895508
	Iteration 74Q: 3 clusters Score -2242862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2242863.250000 Penalty: 4894.895508
	Iteration 75Q: 3 clusters Score -2242863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2242866.250000 Penalty: 4894.895508
	Iteration 76Q: 3 clusters Score -2242866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2242867.500000 Penalty: 4894.895508
	Iteration 77Q: 3 clusters Score -2242868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2242867.750000 Penalty: 4894.895508
	Iteration 78Q: 3 clusters Score -2242868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2242864.250000 Penalty: 4894.895508
	Iteration 79Q: 3 clusters Score -2242864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2242864.000000 Penalty: 4894.895508
	Iteration 80F: 3 clusters Score -2242864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2242866.750000 Penalty: 4894.895508
	Iteration 81Q: 3 clusters Score -2242867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2242865.250000 Penalty: 4894.895508
	Iteration 82Q: 3 clusters Score -2242865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2242866.000000 Penalty: 4894.895508
	Iteration 83Q: 3 clusters Score -2242866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2242866.250000 Penalty: 4894.895508
	Iteration 84Q: 3 clusters Score -2242866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2242871.000000 Penalty: 4894.895508
	Iteration 85Q: 3 clusters Score -2242871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2242876.250000 Penalty: 4894.895508
	Iteration 86Q: 3 clusters Score -2242876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2242877.000000 Penalty: 4894.895508
	Iteration 87Q: 3 clusters Score -2242877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2242875.250000 Penalty: 4894.895508
	Iteration 88Q: 3 clusters Score -2242875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2242882.500000 Penalty: 4894.895508
	Iteration 89Q: 3 clusters Score -2242882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2242878.250000 Penalty: 4894.895508
	Iteration 90Q: 3 clusters Score -2242878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2242877.500000 Penalty: 4894.895508
	Iteration 91Q: 3 clusters Score -2242878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2242877.750000 Penalty: 4894.895508
	Iteration 92Q: 3 clusters Score -2242878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2242879.750000 Penalty: 4894.895508
	Iteration 93Q: 3 clusters Score -2242880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2242881.000000 Penalty: 4894.895508
	Iteration 94Q: 3 clusters Score -2242881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2242880.500000 Penalty: 4894.895508
	Iteration 95Q: 3 clusters Score -2242880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2242880.000000 Penalty: 4894.895508
	Iteration 96Q: 3 clusters Score -2242880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2242881.750000 Penalty: 4894.895508
	Iteration 97Q: 3 clusters Score -2242882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2242887.500000 Penalty: 4894.895508
	Iteration 98Q: 3 clusters Score -2242888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2242888.750000 Penalty: 4894.895508
	Iteration 99Q: 3 clusters Score -2242889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2242878.500000 Penalty: 4894.895508
	Iteration 100F: 3 clusters Score -2242878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2242883.250000 Penalty: 4894.895508
	Iteration 101Q: 3 clusters Score -2242883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2242882.750000 Penalty: 4894.895508
	Iteration 102Q: 3 clusters Score -2242883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2242883.250000 Penalty: 4894.895508
	Iteration 103Q: 3 clusters Score -2242883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2242885.000000 Penalty: 4894.895508
	Iteration 104Q: 3 clusters Score -2242885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2242887.250000 Penalty: 4894.895508
	Iteration 105Q: 3 clusters Score -2242887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2242885.250000 Penalty: 4894.895508
	Iteration 106Q: 3 clusters Score -2242885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2242894.250000 Penalty: 4894.895508
	Iteration 107Q: 3 clusters Score -2242894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2242896.500000 Penalty: 4894.895508
	Iteration 108Q: 3 clusters Score -2242896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2242900.500000 Penalty: 4894.895508
	Iteration 109Q: 3 clusters Score -2242900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2242894.750000 Penalty: 4894.895508
	Iteration 110Q: 3 clusters Score -2242895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2242900.750000 Penalty: 4894.895508
	Iteration 111Q: 3 clusters Score -2242901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2242899.500000 Penalty: 4894.895508
	Iteration 112Q: 3 clusters Score -2242900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2242902.000000 Penalty: 4894.895508
	Iteration 113Q: 3 clusters Score -2242902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2242901.500000 Penalty: 4894.895508
	Iteration 114Q: 3 clusters Score -2242902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2242902.500000 Penalty: 4894.895508
	Iteration 115Q: 3 clusters Score -2242902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2242902.500000 Penalty: 4894.895508
	Iteration 116F: 3 clusters Score -2242902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -97746.398438 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -97746.4 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 440 members 
Entering Unmasked Estep 
Score: -95886.578125 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -95886.58 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96095.281250 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -96095.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96128.593750 Penalty: 3351.438477
	Iteration 2Q: 3 clusters Score -96128.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96143.640625 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -96143.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96160.085938 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -96160.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96177.468750 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -96177.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96192.937500 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -96192.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96207.851562 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -96207.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96214.718750 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -96214.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96217.523438 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -96217.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96220.007812 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -96220.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96222.421875 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -96222.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96227.773438 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -96227.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96236.101562 Penalty: 3351.438477
	Iteration 13Q: 3 clusters Score -96236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96242.953125 Penalty: 3351.438477
	Iteration 14Q: 3 clusters Score -96242.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96244.414062 Penalty: 3351.438477
	Iteration 15Q: 3 clusters Score -96244.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96244.414062 Penalty: 3351.438477
	Iteration 16F: 3 clusters Score -96244.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1404921.250000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1404921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1395411.500000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1395412 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1398338.125000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1398338 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1398701.125000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1398701 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1398984.625000 Penalty: 4691.468262
	Iteration 3F: 3 clusters Score -1398985 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1399242.500000 Penalty: 4691.468262
	Iteration 4Q: 3 clusters Score -1399242 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1399520.375000 Penalty: 4691.468262
	Iteration 5Q: 3 clusters Score -1399520 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1399826.375000 Penalty: 4691.468262
	Iteration 6Q: 3 clusters Score -1399826 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1400167.250000 Penalty: 4691.468262
	Iteration 7Q: 3 clusters Score -1400167 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1400541.750000 Penalty: 4691.468262
	Iteration 8Q: 3 clusters Score -1400542 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1400942.250000 Penalty: 4691.468262
	Iteration 9Q: 3 clusters Score -1400942 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1401333.375000 Penalty: 4691.468262
	Iteration 10Q: 3 clusters Score -1401333 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1401650.750000 Penalty: 4691.468262
	Iteration 11Q: 3 clusters Score -1401651 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1401871.875000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1401872 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1402014.125000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1402014 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1402107.875000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1402108 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1402166.375000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1402166 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1402205.250000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1402205 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1402245.125000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1402245 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1402265.125000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1402265 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1402276.250000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1402276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1402287.250000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1402287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1402301.625000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1402302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1402307.125000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1402307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1402313.000000 Penalty: 4691.468262
	Iteration 23Q: 3 clusters Score -1402313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1402317.875000 Penalty: 4691.468262
	Iteration 24Q: 3 clusters Score -1402318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1402325.625000 Penalty: 4691.468262
	Iteration 25Q: 3 clusters Score -1402326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1402326.375000 Penalty: 4691.468262
	Iteration 26Q: 3 clusters Score -1402326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1402329.625000 Penalty: 4691.468262
	Iteration 27Q: 3 clusters Score -1402330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1402328.250000 Penalty: 4691.468262
	Iteration 28Q: 3 clusters Score -1402328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1402332.250000 Penalty: 4691.468262
	Iteration 29Q: 3 clusters Score -1402332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1402334.250000 Penalty: 4691.468262
	Iteration 30Q: 3 clusters Score -1402334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1402334.625000 Penalty: 4691.468262
	Iteration 31Q: 3 clusters Score -1402335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1402335.875000 Penalty: 4691.468262
	Iteration 32Q: 3 clusters Score -1402336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1402340.000000 Penalty: 4691.468262
	Iteration 33Q: 3 clusters Score -1402340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1402341.625000 Penalty: 4691.468262
	Iteration 34Q: 3 clusters Score -1402342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1402343.625000 Penalty: 4691.468262
	Iteration 35Q: 3 clusters Score -1402344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1402343.375000 Penalty: 4691.468262
	Iteration 36Q: 3 clusters Score -1402343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1402344.625000 Penalty: 4691.468262
	Iteration 37Q: 3 clusters Score -1402345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1402341.750000 Penalty: 4691.468262
	Iteration 38Q: 3 clusters Score -1402342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1402341.000000 Penalty: 4691.468262
	Iteration 39Q: 3 clusters Score -1402341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1402339.250000 Penalty: 4691.468262
	Iteration 40F: 3 clusters Score -1402339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1402340.125000 Penalty: 4691.468262
	Iteration 41Q: 3 clusters Score -1402340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1402343.500000 Penalty: 4691.468262
	Iteration 42Q: 3 clusters Score -1402344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1402343.500000 Penalty: 4691.468262
	Iteration 43F: 3 clusters Score -1402344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45890.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45890.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44422.175781 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -44422.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44643.671875 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44643.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44773.953125 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -44773.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44912.492188 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -44912.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44973.128906 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44973.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44980.113281 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44980.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44983.667969 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44983.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44988.433594 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -44988.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44998.835938 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -44998.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45008.121094 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -45008.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45018.796875 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -45018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45029.113281 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -45029.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45044.550781 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -45044.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45097.296875 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -45097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45265.527344 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -45265.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45548.433594 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -45548.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45614.132812 Penalty: 3035.667480
	Iteration 16F: 3 clusters Score -45614.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45654.992188 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -45654.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45706.964844 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -45706.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45734.648438 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -45734.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45739.773438 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -45739.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45743.089844 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -45743.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45743.089844 Penalty: 3035.667480
	Iteration 22F: 3 clusters Score -45743.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45507.015625 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45507.02 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: -44078.390625 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -44078.39 nChanged 84
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: -44327.925781 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44327.93 nChanged 38
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: -44504.945312 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -44504.95 nChanged 18
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: -44598.957031 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -44598.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44638.859375 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44638.86 nChanged 11
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: -44672.597656 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44712.023438 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44712.02 nChanged 9
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: -44817.566406 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44817.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44881.320312 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44881.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44931.753906 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44931.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44965.027344 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -44965.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44968.472656 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -44968.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44969.921875 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -44969.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44971.902344 Penalty: 3027.977295
	Iteration 13F: 3 clusters Score -44971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44997.527344 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -44997.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44997.527344 Penalty: 3027.977295
	Iteration 15F: 3 clusters Score -44997.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -84788.953125 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -84788.95 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 381 members 
Entering Unmasked Estep 
Score: -83039.726562 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -83039.73 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83330.789062 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -83330.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83478.406250 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -83478.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83596.804688 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -83596.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83703.906250 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -83703.91 nChanged 30
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: -83811.898438 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -83811.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83944.382812 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -83944.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84077.710938 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -84077.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84219.156250 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -84219.16 nChanged 28
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: -84298.859375 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -84298.86 nChanged 20
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: -84354.210938 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -84354.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84375.054688 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -84375.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84393.804688 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -84393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84404.828125 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -84404.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84411.445312 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -84411.45 nChanged 2
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: -84417.023438 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -84417.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84422.484375 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -84422.48 nChanged 2
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: -84428.437500 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -84428.44 nChanged 1
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: -84431.539062 Penalty: 3303.009766
	Iteration 18Q: 3 clusters Score -84431.54 nChanged 0
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: -84431.539062 Penalty: 3303.009766
	Iteration 19F: 3 clusters Score -84431.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51936.675781 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -51936.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50364.507812 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -50364.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50530.996094 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -50531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50618.414062 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -50618.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50672.386719 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50672.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50774.128906 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50774.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51030.320312 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -51030.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51268.015625 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -51268.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51381.789062 Penalty: 3110.410156
	Iteration 7F: 3 clusters Score -51381.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51445.203125 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -51445.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51507.656250 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -51507.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51577.242188 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -51577.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51695.320312 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -51695.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51828.062500 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -51828.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51906.855469 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -51906.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51922.281250 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -51922.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51925.628906 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -51925.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51925.628906 Penalty: 3110.410156
	Iteration 16F: 3 clusters Score -51925.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -89575.421875 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -89575.42 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 427 members 
Entering Unmasked Estep 
Score: -87775.492188 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -87775.49 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88225.070312 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -88225.07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88436.078125 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -88436.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88519.445312 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -88519.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88578.960938 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -88578.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88641.046875 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -88641.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88688.421875 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -88688.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88721.171875 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -88721.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88784.460938 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -88784.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88908.492188 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -88908.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89073.078125 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -89073.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89197.398438 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -89197.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89252.453125 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -89252.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89301.359375 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -89301.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89336.507812 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -89336.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89347.234375 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -89347.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89355.984375 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -89355.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89365.828125 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -89365.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89370.203125 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -89370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89374.960938 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -89374.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89381.125000 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -89381.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89384.968750 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -89384.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89388.460938 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -89388.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89393.531250 Penalty: 3378.377197
	Iteration 23Q: 3 clusters Score -89393.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89396.320312 Penalty: 3378.377197
	Iteration 24Q: 3 clusters Score -89396.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89398.960938 Penalty: 3378.377197
	Iteration 25Q: 3 clusters Score -89398.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89402.601562 Penalty: 3378.377197
	Iteration 26Q: 3 clusters Score -89402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89408.453125 Penalty: 3378.377197
	Iteration 27Q: 3 clusters Score -89408.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89412.382812 Penalty: 3378.377197
	Iteration 28Q: 3 clusters Score -89412.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89414.289062 Penalty: 3378.377197
	Iteration 29Q: 3 clusters Score -89414.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89415.257812 Penalty: 3378.377197
	Iteration 30Q: 3 clusters Score -89415.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89415.257812 Penalty: 3378.377197
	Iteration 31F: 3 clusters Score -89415.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -136562.468750 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -136562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134438.109375 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -134438.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134773.546875 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -134773.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134866.218750 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -134866.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -134917.718750 Penalty: 3523.247803
	Iteration 3Q: 3 clusters Score -134917.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134937.937500 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -134937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134950.437500 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -134950.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -134957.515625 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -134957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134962.640625 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -134962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134967.000000 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -134967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134970.156250 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -134970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -135015.203125 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -135015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135059.859375 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -135059.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -135079.937500 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -135079.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135097.843750 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -135097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135116.781250 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -135116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135132.890625 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -135132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135144.984375 Penalty: 3523.247803
	Iteration 16Q: 3 clusters Score -135145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135155.515625 Penalty: 3523.247803
	Iteration 17Q: 3 clusters Score -135155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135162.890625 Penalty: 3523.247803
	Iteration 18Q: 3 clusters Score -135162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135181.765625 Penalty: 3523.247803
	Iteration 19Q: 3 clusters Score -135181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -135207.937500 Penalty: 3523.247803
	Iteration 20F: 3 clusters Score -135207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135219.328125 Penalty: 3523.247803
	Iteration 21Q: 3 clusters Score -135219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135230.312500 Penalty: 3523.247803
	Iteration 22Q: 3 clusters Score -135230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -135240.859375 Penalty: 3523.247803
	Iteration 23Q: 3 clusters Score -135240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -135248.062500 Penalty: 3523.247803
	Iteration 24Q: 3 clusters Score -135248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -135253.031250 Penalty: 3523.247803
	Iteration 25Q: 3 clusters Score -135253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135284.968750 Penalty: 3523.247803
	Iteration 26Q: 3 clusters Score -135285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -135307.750000 Penalty: 3523.247803
	Iteration 27Q: 3 clusters Score -135307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135341.312500 Penalty: 3523.247803
	Iteration 28Q: 3 clusters Score -135341.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -135397.812500 Penalty: 3523.247803
	Iteration 29Q: 3 clusters Score -135397.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -135429.859375 Penalty: 3523.247803
	Iteration 30Q: 3 clusters Score -135429.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -135488.250000 Penalty: 3523.247803
	Iteration 31Q: 3 clusters Score -135488.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -135558.125000 Penalty: 3523.247803
	Iteration 32Q: 3 clusters Score -135558.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -135608.734375 Penalty: 3523.247803
	Iteration 33Q: 3 clusters Score -135608.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -135654.703125 Penalty: 3523.247803
	Iteration 34Q: 3 clusters Score -135654.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -135694.437500 Penalty: 3523.247803
	Iteration 35Q: 3 clusters Score -135694.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -135733.078125 Penalty: 3523.247803
	Iteration 36Q: 3 clusters Score -135733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -135753.125000 Penalty: 3523.247803
	Iteration 37Q: 3 clusters Score -135753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -135778.375000 Penalty: 3523.247803
	Iteration 38Q: 3 clusters Score -135778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -135788.000000 Penalty: 3523.247803
	Iteration 39Q: 3 clusters Score -135788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -135791.328125 Penalty: 3523.247803
	Iteration 40F: 3 clusters Score -135791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -135800.984375 Penalty: 3523.247803
	Iteration 41Q: 3 clusters Score -135801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -135807.531250 Penalty: 3523.247803
	Iteration 42Q: 3 clusters Score -135807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -135811.359375 Penalty: 3523.247803
	Iteration 43Q: 3 clusters Score -135811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -135812.890625 Penalty: 3523.247803
	Iteration 44Q: 3 clusters Score -135812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -135815.500000 Penalty: 3523.247803
	Iteration 45Q: 3 clusters Score -135815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -135815.500000 Penalty: 3523.247803
	Iteration 46F: 3 clusters Score -135815.5 nChanged 0
--- Evaluating fit on full set of 4832676 points ---
Entering Unmasked Estep 
Score: -567779328.000000 Penalty: 118325.328125
21->32 Clusters: Score -567779328.000000, best is -567702976.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1610892 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 76943 members 
Mstep: Class 3 contains 76632 members 
Mstep: Class 4 contains 76879 members 
Mstep: Class 5 contains 76890 members 
Mstep: Class 6 contains 76548 members 
Mstep: Class 7 contains 76271 members 
Mstep: Class 8 contains 76095 members 
Mstep: Class 9 contains 76165 members 
Mstep: Class 10 contains 76636 members 
Mstep: Class 11 contains 76949 members 
Mstep: Class 12 contains 76650 members 
Mstep: Class 13 contains 76838 members 
Mstep: Class 14 contains 77129 members 
Mstep: Class 15 contains 76793 members 
Mstep: Class 16 contains 76865 members 
Mstep: Class 17 contains 76432 members 
Mstep: Class 18 contains 76866 members 
Mstep: Class 19 contains 76448 members 
Mstep: Class 20 contains 76878 members 
Mstep: Class 21 contains 76914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 188.112854 but Gain 3544.492188
Score: -176438144.000000 Penalty: 70889.796875
Iteration 0F: 21 clusters Score -1.764381e+08 nChanged 1530611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4805 members 
Mstep: Class 1 contains 1186805 members 
Mstep: Class 2 contains 22667 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 5 contains 31896 members 
Mstep: Class 6 contains 18163 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 85069 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 7161 members 
Mstep: Class 11 contains 31516 members 
Mstep: Class 12 contains 15692 members 
Mstep: Class 13 contains 13576 members 
Mstep: Class 14 contains 14497 members 
Mstep: Class 15 contains 10186 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 15276 members 
Mstep: Class 18 contains 18999 members 
Mstep: Class 19 contains 43294 members 
Mstep: Class 20 contains 8953 members 
Mstep: Class 21 contains 54643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180557536.000000 Penalty: 70889.796875
Iteration 1F: 21 clusters Score -1.805575e+08 nChanged 333481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2789 members 
Mstep: Class 1 contains 1106308 members 
Mstep: Class 2 contains 45190 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 5 contains 33636 members 
Mstep: Class 6 contains 21356 members 
Mstep: Class 7 contains 7149 members 
Mstep: Class 8 contains 90824 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 11658 members 
Mstep: Class 11 contains 36020 members 
Mstep: Class 12 contains 15130 members 
Mstep: Class 13 contains 28674 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 7780 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 20978 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 66287 members 
Mstep: Class 20 contains 7025 members 
Mstep: Class 21 contains 63542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181450928.000000 Penalty: 70889.796875
Iteration 2F: 21 clusters Score -1.814509e+08 nChanged 280602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1811 members 
Mstep: Class 1 contains 961662 members 
Mstep: Class 2 contains 79914 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 5 contains 41946 members 
Mstep: Class 6 contains 25797 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 120931 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 17545 members 
Mstep: Class 11 contains 46814 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 13 contains 41421 members 
Mstep: Class 14 contains 7404 members 
Mstep: Class 15 contains 7252 members 
Mstep: Class 16 contains 3355 members 
Mstep: Class 17 contains 22373 members 
Mstep: Class 18 contains 22784 members 
Mstep: Class 19 contains 91633 members 
Mstep: Class 20 contains 7039 members 
Mstep: Class 21 contains 75765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182022192.000000 Penalty: 70889.796875
Iteration 3F: 21 clusters Score -1.820222e+08 nChanged 263762
Entering Unmasked Mstep 
Mstep: Class 0 contains 684 members 
Mstep: Class 1 contains 801256 members 
Mstep: Class 2 contains 106908 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 5 contains 52297 members 
Mstep: Class 6 contains 27923 members 
Mstep: Class 7 contains 9574 members 
Mstep: Class 8 contains 176100 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 20856 members 
Mstep: Class 11 contains 58479 members 
Mstep: Class 12 contains 25353 members 
Mstep: Class 13 contains 48488 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 15 contains 6035 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 19853 members 
Mstep: Class 18 contains 25889 members 
Mstep: Class 19 contains 123352 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 86277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182527728.000000 Penalty: 70889.796875
Iteration 4F: 21 clusters Score -1.825277e+08 nChanged 243401
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 659043 members 
Mstep: Class 2 contains 122222 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 5 contains 60357 members 
Mstep: Class 6 contains 27601 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 247563 members 
Mstep: Class 9 contains 3278 members 
Mstep: Class 10 contains 22087 members 
Mstep: Class 11 contains 66576 members 
Mstep: Class 12 contains 31543 members 
Mstep: Class 13 contains 51369 members 
Mstep: Class 14 contains 3813 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 17231 members 
Mstep: Class 18 contains 29340 members 
Mstep: Class 19 contains 154508 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 88091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3486.257324 but Gain 3544.484375
Score: -182894096.000000 Penalty: 67345.312500
Iteration 5F: 20 clusters Score -1.828941e+08 nChanged 229292
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 548359 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 5 contains 65082 members 
Mstep: Class 6 contains 26061 members 
Mstep: Class 7 contains 12135 members 
Mstep: Class 8 contains 323103 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 22582 members 
Mstep: Class 11 contains 69811 members 
Mstep: Class 12 contains 36645 members 
Mstep: Class 13 contains 52501 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 33212 members 
Mstep: Class 19 contains 179443 members 
Mstep: Class 20 contains 5449 members 
Mstep: Class 21 contains 82425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183176720.000000 Penalty: 67345.312500
Iteration 6F: 20 clusters Score -1.831767e+08 nChanged 192454
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 453298 members 
Mstep: Class 2 contains 130183 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 5 contains 69566 members 
Mstep: Class 6 contains 23518 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 401073 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 21832 members 
Mstep: Class 11 contains 69429 members 
Mstep: Class 12 contains 39440 members 
Mstep: Class 13 contains 52470 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 14568 members 
Mstep: Class 18 contains 37631 members 
Mstep: Class 19 contains 196932 members 
Mstep: Class 20 contains 4666 members 
Mstep: Class 21 contains 75103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183314576.000000 Penalty: 67345.312500
Iteration 7F: 20 clusters Score -1.833146e+08 nChanged 173494
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 385314 members 
Mstep: Class 2 contains 130779 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 5 contains 79327 members 
Mstep: Class 6 contains 20553 members 
Mstep: Class 7 contains 11510 members 
Mstep: Class 8 contains 447994 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 21335 members 
Mstep: Class 11 contains 71255 members 
Mstep: Class 12 contains 41662 members 
Mstep: Class 13 contains 55165 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 41311 members 
Mstep: Class 19 contains 209933 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 67679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183400624.000000 Penalty: 67345.312500
Iteration 8F: 20 clusters Score -1.834006e+08 nChanged 122360
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 370023 members 
Mstep: Class 2 contains 130134 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 5 contains 90301 members 
Mstep: Class 6 contains 17769 members 
Mstep: Class 7 contains 11271 members 
Mstep: Class 8 contains 442039 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 21526 members 
Mstep: Class 11 contains 74436 members 
Mstep: Class 12 contains 44497 members 
Mstep: Class 13 contains 59519 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 13210 members 
Mstep: Class 18 contains 44197 members 
Mstep: Class 19 contains 218857 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 21 contains 59667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183463504.000000 Penalty: 67345.312500
Iteration 9F: 20 clusters Score -1.834635e+08 nChanged 87044
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 361707 members 
Mstep: Class 2 contains 128568 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 5 contains 100669 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 7 contains 11048 members 
Mstep: Class 8 contains 430412 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 21539 members 
Mstep: Class 11 contains 79111 members 
Mstep: Class 12 contains 47206 members 
Mstep: Class 13 contains 62813 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 46625 members 
Mstep: Class 19 contains 225570 members 
Mstep: Class 20 contains 4503 members 
Mstep: Class 21 contains 53018 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -1.835108e+08 nChanged 70458
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 355461 members 
Mstep: Class 2 contains 126334 members 
Mstep: Class 3 contains 2610 members 
Mstep: Class 5 contains 110377 members 
Mstep: Class 6 contains 14532 members 
Mstep: Class 7 contains 10895 members 
Mstep: Class 8 contains 418527 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 21280 members 
Mstep: Class 11 contains 84598 members 
Mstep: Class 12 contains 49568 members 
Mstep: Class 13 contains 65464 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 16 contains 2508 members 
Mstep: Class 17 contains 12190 members 
Mstep: Class 18 contains 48585 members 
Mstep: Class 19 contains 230160 members 
Mstep: Class 20 contains 5376 members 
Mstep: Class 21 contains 47701 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.835503e+08 nChanged 59033
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 350821 members 
Mstep: Class 2 contains 123830 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 119361 members 
Mstep: Class 6 contains 13667 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 407163 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 20877 members 
Mstep: Class 11 contains 90452 members 
Mstep: Class 12 contains 51452 members 
Mstep: Class 13 contains 67508 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 11708 members 
Mstep: Class 18 contains 50146 members 
Mstep: Class 19 contains 232937 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 43468 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.835845e+08 nChanged 50123
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 347159 members 
Mstep: Class 2 contains 121734 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 127774 members 
Mstep: Class 6 contains 13138 members 
Mstep: Class 7 contains 10692 members 
Mstep: Class 8 contains 396541 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 96219 members 
Mstep: Class 12 contains 52813 members 
Mstep: Class 13 contains 68970 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 51326 members 
Mstep: Class 19 contains 234368 members 
Mstep: Class 20 contains 8056 members 
Mstep: Class 21 contains 40050 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.836119e+08 nChanged 43709
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 344060 members 
Mstep: Class 2 contains 120041 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 135554 members 
Mstep: Class 6 contains 12857 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 386687 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 101848 members 
Mstep: Class 12 contains 53855 members 
Mstep: Class 13 contains 70017 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 52140 members 
Mstep: Class 19 contains 234845 members 
Mstep: Class 20 contains 9678 members 
Mstep: Class 21 contains 37275 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.83639e+08 nChanged 38878
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 340968 members 
Mstep: Class 2 contains 118511 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 143106 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 378199 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 18860 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 54530 members 
Mstep: Class 13 contains 70704 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 10983 members 
Mstep: Class 18 contains 52742 members 
Mstep: Class 19 contains 234337 members 
Mstep: Class 20 contains 11347 members 
Mstep: Class 21 contains 35090 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.83662e+08 nChanged 35320
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 338242 members 
Mstep: Class 2 contains 117120 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 150177 members 
Mstep: Class 6 contains 12785 members 
Mstep: Class 7 contains 10433 members 
Mstep: Class 8 contains 370841 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 18040 members 
Mstep: Class 11 contains 112358 members 
Mstep: Class 12 contains 54861 members 
Mstep: Class 13 contains 71146 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 11005 members 
Mstep: Class 18 contains 53073 members 
Mstep: Class 19 contains 233267 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 33137 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.836826e+08 nChanged 32632
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 335795 members 
Mstep: Class 2 contains 115869 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 156924 members 
Mstep: Class 6 contains 13117 members 
Mstep: Class 7 contains 10419 members 
Mstep: Class 8 contains 364477 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 17201 members 
Mstep: Class 11 contains 117267 members 
Mstep: Class 12 contains 54878 members 
Mstep: Class 13 contains 71384 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 11051 members 
Mstep: Class 18 contains 53094 members 
Mstep: Class 19 contains 231692 members 
Mstep: Class 20 contains 14704 members 
Mstep: Class 21 contains 31434 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.837007e+08 nChanged 30663
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 333594 members 
Mstep: Class 2 contains 114636 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 163616 members 
Mstep: Class 6 contains 13717 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 8 contains 358881 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 16310 members 
Mstep: Class 11 contains 122153 members 
Mstep: Class 12 contains 54430 members 
Mstep: Class 13 contains 71595 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 11084 members 
Mstep: Class 18 contains 52913 members 
Mstep: Class 19 contains 229576 members 
Mstep: Class 20 contains 16217 members 
Mstep: Class 21 contains 29979 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.837171e+08 nChanged 29158
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 331521 members 
Mstep: Class 2 contains 113463 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 170205 members 
Mstep: Class 6 contains 14481 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 353985 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 127027 members 
Mstep: Class 12 contains 53554 members 
Mstep: Class 13 contains 71843 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 52599 members 
Mstep: Class 19 contains 227157 members 
Mstep: Class 20 contains 17606 members 
Mstep: Class 21 contains 28669 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.837316e+08 nChanged 27911
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 329510 members 
Mstep: Class 2 contains 112366 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 176641 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 8 contains 349613 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 131842 members 
Mstep: Class 12 contains 52274 members 
Mstep: Class 13 contains 72158 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 11019 members 
Mstep: Class 18 contains 52194 members 
Mstep: Class 19 contains 224725 members 
Mstep: Class 20 contains 18853 members 
Mstep: Class 21 contains 27407 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.837451e+08 nChanged 26932
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 327574 members 
Mstep: Class 2 contains 111261 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 5 contains 182857 members 
Mstep: Class 6 contains 16760 members 
Mstep: Class 7 contains 10439 members 
Mstep: Class 8 contains 345555 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 13449 members 
Mstep: Class 11 contains 136695 members 
Mstep: Class 12 contains 50860 members 
Mstep: Class 13 contains 72584 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 10998 members 
Mstep: Class 18 contains 51682 members 
Mstep: Class 19 contains 221854 members 
Mstep: Class 20 contains 19946 members 
Mstep: Class 21 contains 26174 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.837581e+08 nChanged 25801
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 325867 members 
Mstep: Class 2 contains 110124 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 5 contains 188917 members 
Mstep: Class 6 contains 18222 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 8 contains 341818 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 12568 members 
Mstep: Class 11 contains 141430 members 
Mstep: Class 12 contains 49130 members 
Mstep: Class 13 contains 73057 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 10963 members 
Mstep: Class 18 contains 51094 members 
Mstep: Class 19 contains 219129 members 
Mstep: Class 20 contains 20785 members 
Mstep: Class 21 contains 25003 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.837693e+08 nChanged 24989
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 324627 members 
Mstep: Class 2 contains 109027 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 5 contains 194822 members 
Mstep: Class 6 contains 19599 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 337942 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 11834 members 
Mstep: Class 11 contains 146088 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 73512 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 10893 members 
Mstep: Class 18 contains 50499 members 
Mstep: Class 19 contains 216517 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 23893 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.837784e+08 nChanged 23987
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 323524 members 
Mstep: Class 2 contains 107925 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 200485 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 10582 members 
Mstep: Class 8 contains 334237 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 11202 members 
Mstep: Class 11 contains 150666 members 
Mstep: Class 12 contains 45274 members 
Mstep: Class 13 contains 73852 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 16 contains 2333 members 
Mstep: Class 17 contains 10810 members 
Mstep: Class 18 contains 49897 members 
Mstep: Class 19 contains 214071 members 
Mstep: Class 20 contains 22146 members 
Mstep: Class 21 contains 22908 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.837887e+08 nChanged 22700
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 322576 members 
Mstep: Class 2 contains 106824 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 205843 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 330902 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 10728 members 
Mstep: Class 11 contains 154996 members 
Mstep: Class 12 contains 43282 members 
Mstep: Class 13 contains 74068 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 10696 members 
Mstep: Class 18 contains 49270 members 
Mstep: Class 19 contains 211830 members 
Mstep: Class 20 contains 22666 members 
Mstep: Class 21 contains 22019 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.837967e+08 nChanged 21523
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 321896 members 
Mstep: Class 2 contains 105643 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 210527 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 328390 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 10297 members 
Mstep: Class 11 contains 158988 members 
Mstep: Class 12 contains 41227 members 
Mstep: Class 13 contains 74255 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 48628 members 
Mstep: Class 19 contains 209723 members 
Mstep: Class 20 contains 23113 members 
Mstep: Class 21 contains 21241 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.838021e+08 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 321281 members 
Mstep: Class 2 contains 104382 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 214745 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 10868 members 
Mstep: Class 8 contains 326430 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 9920 members 
Mstep: Class 11 contains 162496 members 
Mstep: Class 12 contains 39370 members 
Mstep: Class 13 contains 74457 members 
Mstep: Class 14 contains 5200 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 47948 members 
Mstep: Class 19 contains 207857 members 
Mstep: Class 20 contains 23487 members 
Mstep: Class 21 contains 20496 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.83808e+08 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 320663 members 
Mstep: Class 2 contains 103093 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 218512 members 
Mstep: Class 6 contains 24822 members 
Mstep: Class 7 contains 10980 members 
Mstep: Class 8 contains 325108 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 165639 members 
Mstep: Class 12 contains 37718 members 
Mstep: Class 13 contains 74575 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 47311 members 
Mstep: Class 19 contains 206250 members 
Mstep: Class 20 contains 23851 members 
Mstep: Class 21 contains 19774 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.838117e+08 nChanged 18675
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 320145 members 
Mstep: Class 2 contains 101754 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 221734 members 
Mstep: Class 6 contains 25472 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 324324 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 9308 members 
Mstep: Class 11 contains 168308 members 
Mstep: Class 12 contains 36316 members 
Mstep: Class 13 contains 74652 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 46712 members 
Mstep: Class 19 contains 204839 members 
Mstep: Class 20 contains 24139 members 
Mstep: Class 21 contains 19115 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.838151e+08 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 319630 members 
Mstep: Class 2 contains 100383 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 224501 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 323744 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 170701 members 
Mstep: Class 12 contains 35077 members 
Mstep: Class 13 contains 74743 members 
Mstep: Class 14 contains 5482 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 46195 members 
Mstep: Class 19 contains 203694 members 
Mstep: Class 20 contains 24431 members 
Mstep: Class 21 contains 18554 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.838179e+08 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 319144 members 
Mstep: Class 2 contains 98887 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 227003 members 
Mstep: Class 6 contains 26340 members 
Mstep: Class 7 contains 11568 members 
Mstep: Class 8 contains 323374 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 172822 members 
Mstep: Class 12 contains 34118 members 
Mstep: Class 13 contains 74835 members 
Mstep: Class 14 contains 5538 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 9890 members 
Mstep: Class 18 contains 45677 members 
Mstep: Class 19 contains 202767 members 
Mstep: Class 20 contains 24706 members 
Mstep: Class 21 contains 17997 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.838188e+08 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 318809 members 
Mstep: Class 2 contains 97168 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 229333 members 
Mstep: Class 6 contains 26624 members 
Mstep: Class 7 contains 11876 members 
Mstep: Class 8 contains 323114 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8736 members 
Mstep: Class 11 contains 174595 members 
Mstep: Class 12 contains 33316 members 
Mstep: Class 13 contains 74909 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 17 contains 9760 members 
Mstep: Class 18 contains 45244 members 
Mstep: Class 19 contains 202061 members 
Mstep: Class 20 contains 24975 members 
Mstep: Class 21 contains 17490 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.838208e+08 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 318534 members 
Mstep: Class 2 contains 95321 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 231509 members 
Mstep: Class 6 contains 26872 members 
Mstep: Class 7 contains 12308 members 
Mstep: Class 8 contains 322842 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8606 members 
Mstep: Class 11 contains 176050 members 
Mstep: Class 12 contains 32627 members 
Mstep: Class 13 contains 74995 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 9600 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 19 contains 201578 members 
Mstep: Class 20 contains 25199 members 
Mstep: Class 21 contains 17001 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.838221e+08 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 318271 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 233619 members 
Mstep: Class 6 contains 27064 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 8 contains 322873 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 177122 members 
Mstep: Class 12 contains 32066 members 
Mstep: Class 13 contains 75080 members 
Mstep: Class 14 contains 5672 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 9422 members 
Mstep: Class 18 contains 44671 members 
Mstep: Class 19 contains 201150 members 
Mstep: Class 20 contains 25386 members 
Mstep: Class 21 contains 16600 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.838239e+08 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 318048 members 
Mstep: Class 2 contains 90985 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 235461 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 13683 members 
Mstep: Class 8 contains 323014 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 177980 members 
Mstep: Class 12 contains 31715 members 
Mstep: Class 13 contains 75166 members 
Mstep: Class 14 contains 5721 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 44454 members 
Mstep: Class 19 contains 200815 members 
Mstep: Class 20 contains 25583 members 
Mstep: Class 21 contains 16218 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.838252e+08 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 317883 members 
Mstep: Class 2 contains 88867 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 237125 members 
Mstep: Class 6 contains 27307 members 
Mstep: Class 7 contains 14459 members 
Mstep: Class 8 contains 323224 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8245 members 
Mstep: Class 11 contains 178485 members 
Mstep: Class 12 contains 31515 members 
Mstep: Class 13 contains 75266 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 16 contains 2000 members 
Mstep: Class 17 contains 9028 members 
Mstep: Class 18 contains 44290 members 
Mstep: Class 19 contains 200522 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 15878 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.838272e+08 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 317688 members 
Mstep: Class 2 contains 87053 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 238414 members 
Mstep: Class 6 contains 27381 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 323466 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 178702 members 
Mstep: Class 12 contains 31479 members 
Mstep: Class 13 contains 75340 members 
Mstep: Class 14 contains 5818 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 8853 members 
Mstep: Class 18 contains 44175 members 
Mstep: Class 19 contains 200380 members 
Mstep: Class 20 contains 25976 members 
Mstep: Class 21 contains 15566 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.838283e+08 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 317628 members 
Mstep: Class 2 contains 85764 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 239220 members 
Mstep: Class 6 contains 27407 members 
Mstep: Class 7 contains 15708 members 
Mstep: Class 8 contains 323712 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8098 members 
Mstep: Class 11 contains 178581 members 
Mstep: Class 12 contains 31565 members 
Mstep: Class 13 contains 75379 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 8769 members 
Mstep: Class 18 contains 44072 members 
Mstep: Class 19 contains 200334 members 
Mstep: Class 20 contains 26244 members 
Mstep: Class 21 contains 15301 members 
Entering Unmasked Estep 
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Iteration 38Q: 20 clusters Score -1.838296e+08 nChanged 11702
Entering ConstructFrom: 
Score: -183829600.000000 Penalty: 67345.312500
Entering ConstructFrom: 
Trying to split cluster 1 (317571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317571 members 
Entering Unmasked Estep 
Score: -37212008.000000 Penalty: 3141.777344
	Iteration 0F: 2 clusters Score -3.721201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -37016396.000000 Penalty: 6283.554688
	Iteration 0F: 3 clusters Score -3.70164e+07 nChanged 154387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150857 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -37108324.000000 Penalty: 6283.554688
	Iteration 1F: 3 clusters Score -3.710832e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 171657 members 
Entering Unmasked Estep 
Score: -37109848.000000 Penalty: 6283.554688
	Iteration 2Q: 3 clusters Score -3.710985e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 178806 members 
Entering Unmasked Estep 
Score: -37112828.000000 Penalty: 6283.554688
	Iteration 3Q: 3 clusters Score -3.711283e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 188465 members 
Entering Unmasked Estep 
Score: -37117312.000000 Penalty: 6283.554688
	Iteration 4Q: 3 clusters Score -3.711731e+07 nChanged 17131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116795 members 
Mstep: Class 2 contains 200776 members 
Entering Unmasked Estep 
Score: -37124704.000000 Penalty: 6283.554688
	Iteration 5F: 3 clusters Score -3.71247e+07 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 213982 members 
Entering Unmasked Estep 
Score: -37135904.000000 Penalty: 6283.554688
	Iteration 6F: 3 clusters Score -3.71359e+07 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 224214 members 
Entering Unmasked Estep 
Score: -37150420.000000 Penalty: 6283.554688
	Iteration 7F: 3 clusters Score -3.715042e+07 nChanged 20072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 228580 members 
Entering Unmasked Estep 
Score: -37163344.000000 Penalty: 6283.554688
	Iteration 8F: 3 clusters Score -3.716334e+07 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 227999 members 
Entering Unmasked Estep 
Score: -37169600.000000 Penalty: 6283.554688
	Iteration 9F: 3 clusters Score -3.71696e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 225930 members 
Entering Unmasked Estep 
Score: -37171032.000000 Penalty: 6283.554688
	Iteration 10Q: 3 clusters Score -3.717103e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 223660 members 
Entering Unmasked Estep 
Score: -37171388.000000 Penalty: 6283.554688
	Iteration 11Q: 3 clusters Score -3.717139e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 221240 members 
Entering Unmasked Estep 
Score: -37171668.000000 Penalty: 6283.554688
	Iteration 12Q: 3 clusters Score -3.717167e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 218625 members 
Entering Unmasked Estep 
Score: -37171836.000000 Penalty: 6283.554688
	Iteration 13Q: 3 clusters Score -3.717184e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 215863 members 
Entering Unmasked Estep 
Score: -37172092.000000 Penalty: 6283.554688
	Iteration 14Q: 3 clusters Score -3.717209e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 212978 members 
Entering Unmasked Estep 
Score: -37172688.000000 Penalty: 6283.554688
	Iteration 15Q: 3 clusters Score -3.717269e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 210139 members 
Entering Unmasked Estep 
Score: -37173376.000000 Penalty: 6283.554688
	Iteration 16Q: 3 clusters Score -3.717338e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 207218 members 
Entering Unmasked Estep 
Score: -37174260.000000 Penalty: 6283.554688
	Iteration 17Q: 3 clusters Score -3.717426e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 204375 members 
Entering Unmasked Estep 
Score: -37175340.000000 Penalty: 6283.554688
	Iteration 18Q: 3 clusters Score -3.717534e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 201665 members 
Entering Unmasked Estep 
Score: -37176212.000000 Penalty: 6283.554688
	Iteration 19Q: 3 clusters Score -3.717621e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118484 members 
Mstep: Class 2 contains 199087 members 
Entering Unmasked Estep 
Score: -37177144.000000 Penalty: 6283.554688
	Iteration 20F: 3 clusters Score -3.717714e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 196579 members 
Entering Unmasked Estep 
Score: -37178388.000000 Penalty: 6283.554688
	Iteration 21Q: 3 clusters Score -3.717839e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 194292 members 
Entering Unmasked Estep 
Score: -37179428.000000 Penalty: 6283.554688
	Iteration 22Q: 3 clusters Score -3.717943e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125483 members 
Mstep: Class 2 contains 192088 members 
Entering Unmasked Estep 
Score: -37180252.000000 Penalty: 6283.554688
	Iteration 23Q: 3 clusters Score -3.718025e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 189933 members 
Entering Unmasked Estep 
Score: -37181168.000000 Penalty: 6283.554688
	Iteration 24Q: 3 clusters Score -3.718117e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129713 members 
Mstep: Class 2 contains 187858 members 
Entering Unmasked Estep 
Score: -37182012.000000 Penalty: 6283.554688
	Iteration 25Q: 3 clusters Score -3.718201e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131658 members 
Mstep: Class 2 contains 185913 members 
Entering Unmasked Estep 
Score: -37182748.000000 Penalty: 6283.554688
	Iteration 26Q: 3 clusters Score -3.718275e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133460 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -37183248.000000 Penalty: 6283.554688
	Iteration 27Q: 3 clusters Score -3.718325e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 182327 members 
Entering Unmasked Estep 
Score: -37184060.000000 Penalty: 6283.554688
	Iteration 28Q: 3 clusters Score -3.718406e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136925 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -37184456.000000 Penalty: 6283.554688
	Iteration 29Q: 3 clusters Score -3.718446e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138573 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -37185020.000000 Penalty: 6283.554688
	Iteration 30Q: 3 clusters Score -3.718502e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 177387 members 
Entering Unmasked Estep 
Score: -37185516.000000 Penalty: 6283.554688
	Iteration 31Q: 3 clusters Score -3.718552e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 175755 members 
Entering Unmasked Estep 
Score: -37186048.000000 Penalty: 6283.554688
	Iteration 32Q: 3 clusters Score -3.718605e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143331 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -37186528.000000 Penalty: 6283.554688
	Iteration 33Q: 3 clusters Score -3.718653e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Mstep: Class 2 contains 172681 members 
Entering Unmasked Estep 
Score: -37186932.000000 Penalty: 6283.554688
	Iteration 34Q: 3 clusters Score -3.718693e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -37187416.000000 Penalty: 6283.554688
	Iteration 35Q: 3 clusters Score -3.718742e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 169702 members 
Entering Unmasked Estep 
Score: -37187892.000000 Penalty: 6283.554688
	Iteration 36Q: 3 clusters Score -3.718789e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149252 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -37188260.000000 Penalty: 6283.554688
	Iteration 37Q: 3 clusters Score -3.718826e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 166843 members 
Entering Unmasked Estep 
Score: -37188732.000000 Penalty: 6283.554688
	Iteration 38Q: 3 clusters Score -3.718873e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152273 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -37189096.000000 Penalty: 6283.554688
	Iteration 39Q: 3 clusters Score -3.71891e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 163602 members 
Entering Unmasked Estep 
Score: -37189600.000000 Penalty: 6283.554688
	Iteration 40F: 3 clusters Score -3.71896e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -37190076.000000 Penalty: 6283.554688
	Iteration 41Q: 3 clusters Score -3.719008e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -37190856.000000 Penalty: 6283.554688
	Iteration 42Q: 3 clusters Score -3.719086e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -37191576.000000 Penalty: 6283.554688
	Iteration 43Q: 3 clusters Score -3.719158e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163152 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -37192112.000000 Penalty: 6283.554688
	Iteration 44Q: 3 clusters Score -3.719211e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -37193056.000000 Penalty: 6283.554688
	Iteration 45Q: 3 clusters Score -3.719306e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 148415 members 
Entering Unmasked Estep 
Score: -37194024.000000 Penalty: 6283.554688
	Iteration 46Q: 3 clusters Score -3.719402e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -37195324.000000 Penalty: 6283.554688
	Iteration 47Q: 3 clusters Score -3.719532e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -37196784.000000 Penalty: 6283.554688
	Iteration 48Q: 3 clusters Score -3.719678e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181025 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -37198268.000000 Penalty: 6283.554688
	Iteration 49Q: 3 clusters Score -3.719827e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185434 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -37199632.000000 Penalty: 6283.554688
	Iteration 50Q: 3 clusters Score -3.719963e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189624 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -37200616.000000 Penalty: 6283.554688
	Iteration 51Q: 3 clusters Score -3.720062e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193506 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -37201772.000000 Penalty: 6283.554688
	Iteration 52Q: 3 clusters Score -3.720177e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 120388 members 
Entering Unmasked Estep 
Score: -37202344.000000 Penalty: 6283.554688
	Iteration 53Q: 3 clusters Score -3.720234e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200474 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
Score: -37202780.000000 Penalty: 6283.554688
	Iteration 54Q: 3 clusters Score -3.720278e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203450 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -37202880.000000 Penalty: 6283.554688
	Iteration 55Q: 3 clusters Score -3.720288e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206073 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -37202776.000000 Penalty: 6283.554688
	Iteration 56Q: 3 clusters Score -3.720278e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208360 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -37202832.000000 Penalty: 6283.554688
	Iteration 57Q: 3 clusters Score -3.720283e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210484 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -37203004.000000 Penalty: 6283.554688
	Iteration 58Q: 3 clusters Score -3.7203e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212378 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -37202856.000000 Penalty: 6283.554688
	Iteration 59Q: 3 clusters Score -3.720286e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214085 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -37203240.000000 Penalty: 6283.554688
	Iteration 60F: 3 clusters Score -3.720324e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215896 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -37203224.000000 Penalty: 6283.554688
	Iteration 61Q: 3 clusters Score -3.720322e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217630 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -37203244.000000 Penalty: 6283.554688
	Iteration 62Q: 3 clusters Score -3.720324e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219104 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -37203268.000000 Penalty: 6283.554688
	Iteration 63Q: 3 clusters Score -3.720327e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220438 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -37203124.000000 Penalty: 6283.554688
	Iteration 64Q: 3 clusters Score -3.720312e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221635 members 
Mstep: Class 2 contains 95936 members 
Entering Unmasked Estep 
Score: -37203072.000000 Penalty: 6283.554688
	Iteration 65Q: 3 clusters Score -3.720307e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222800 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -37203000.000000 Penalty: 6283.554688
	Iteration 66Q: 3 clusters Score -3.7203e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223944 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -37203004.000000 Penalty: 6283.554688
	Iteration 67Q: 3 clusters Score -3.7203e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225052 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -37202796.000000 Penalty: 6283.554688
	Iteration 68Q: 3 clusters Score -3.72028e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226053 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -37202716.000000 Penalty: 6283.554688
	Iteration 69Q: 3 clusters Score -3.720272e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227013 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -37202764.000000 Penalty: 6283.554688
	Iteration 70Q: 3 clusters Score -3.720276e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227929 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -37202668.000000 Penalty: 6283.554688
	Iteration 71Q: 3 clusters Score -3.720267e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228819 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -37202560.000000 Penalty: 6283.554688
	Iteration 72Q: 3 clusters Score -3.720256e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229700 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -37202656.000000 Penalty: 6283.554688
	Iteration 73Q: 3 clusters Score -3.720266e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230540 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -37202604.000000 Penalty: 6283.554688
	Iteration 74Q: 3 clusters Score -3.72026e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231413 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -37202580.000000 Penalty: 6283.554688
	Iteration 75Q: 3 clusters Score -3.720258e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232269 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -37202616.000000 Penalty: 6283.554688
	Iteration 76Q: 3 clusters Score -3.720262e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233086 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -37202544.000000 Penalty: 6283.554688
	Iteration 77Q: 3 clusters Score -3.720254e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233869 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -37202560.000000 Penalty: 6283.554688
	Iteration 78Q: 3 clusters Score -3.720256e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234668 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -37202624.000000 Penalty: 6283.554688
	Iteration 79Q: 3 clusters Score -3.720262e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235431 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -37202752.000000 Penalty: 6283.554688
	Iteration 80F: 3 clusters Score -3.720275e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236193 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -37202832.000000 Penalty: 6283.554688
	Iteration 81Q: 3 clusters Score -3.720283e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236987 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -37202792.000000 Penalty: 6283.554688
	Iteration 82Q: 3 clusters Score -3.720279e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237781 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -37202812.000000 Penalty: 6283.554688
	Iteration 83Q: 3 clusters Score -3.720281e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238558 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -37202868.000000 Penalty: 6283.554688
	Iteration 84Q: 3 clusters Score -3.720287e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239353 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.720284e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240122 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.720288e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240855 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -37202904.000000 Penalty: 6283.554688
	Iteration 87Q: 3 clusters Score -3.72029e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241577 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.720302e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242288 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -37203116.000000 Penalty: 6283.554688
	Iteration 89Q: 3 clusters Score -3.720312e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242941 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -37203192.000000 Penalty: 6283.554688
	Iteration 90Q: 3 clusters Score -3.720319e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243591 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -37203268.000000 Penalty: 6283.554688
	Iteration 91Q: 3 clusters Score -3.720327e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244229 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -37203340.000000 Penalty: 6283.554688
	Iteration 92Q: 3 clusters Score -3.720334e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244834 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -37203380.000000 Penalty: 6283.554688
	Iteration 93Q: 3 clusters Score -3.720338e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245409 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3.720338e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245954 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -37203352.000000 Penalty: 6283.554688
	Iteration 95Q: 3 clusters Score -3.720335e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246490 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.720334e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247012 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -37203344.000000 Penalty: 6283.554688
	Iteration 97Q: 3 clusters Score -3.720334e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247542 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.720344e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248047 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -37203448.000000 Penalty: 6283.554688
	Iteration 99Q: 3 clusters Score -3.720345e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248537 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -37203404.000000 Penalty: 6283.554688
	Iteration 100F: 3 clusters Score -3.72034e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249060 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3.720344e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249540 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -37203476.000000 Penalty: 6283.554688
	Iteration 102Q: 3 clusters Score -3.720348e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -37203504.000000 Penalty: 6283.554688
	Iteration 103Q: 3 clusters Score -3.72035e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250533 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -37203608.000000 Penalty: 6283.554688
	Iteration 104Q: 3 clusters Score -3.720361e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251069 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -37203656.000000 Penalty: 6283.554688
	Iteration 105Q: 3 clusters Score -3.720366e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251596 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.720375e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252171 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.720376e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252764 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -37203760.000000 Penalty: 6283.554688
	Iteration 108Q: 3 clusters Score -3.720376e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253334 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -37203800.000000 Penalty: 6283.554688
	Iteration 109Q: 3 clusters Score -3.72038e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253946 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -37203788.000000 Penalty: 6283.554688
	Iteration 110Q: 3 clusters Score -3.720379e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254597 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.720387e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255277 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -37203908.000000 Penalty: 6283.554688
	Iteration 112Q: 3 clusters Score -3.720391e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255948 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -37203880.000000 Penalty: 6283.554688
	Iteration 113Q: 3 clusters Score -3.720388e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256682 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -37203920.000000 Penalty: 6283.554688
	Iteration 114Q: 3 clusters Score -3.720392e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257435 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.720391e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258179 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -37203992.000000 Penalty: 6283.554688
	Iteration 116Q: 3 clusters Score -3.720399e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258942 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -37203956.000000 Penalty: 6283.554688
	Iteration 117Q: 3 clusters Score -3.720396e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259679 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -37203952.000000 Penalty: 6283.554688
	Iteration 118Q: 3 clusters Score -3.720395e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260376 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -37204108.000000 Penalty: 6283.554688
	Iteration 119Q: 3 clusters Score -3.720411e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261057 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -37204124.000000 Penalty: 6283.554688
	Iteration 120F: 3 clusters Score -3.720412e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261732 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -37204148.000000 Penalty: 6283.554688
	Iteration 121Q: 3 clusters Score -3.720415e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262389 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -37204216.000000 Penalty: 6283.554688
	Iteration 122Q: 3 clusters Score -3.720422e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263050 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -37204320.000000 Penalty: 6283.554688
	Iteration 123Q: 3 clusters Score -3.720432e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263673 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -37204356.000000 Penalty: 6283.554688
	Iteration 124Q: 3 clusters Score -3.720436e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264291 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -37204396.000000 Penalty: 6283.554688
	Iteration 125Q: 3 clusters Score -3.72044e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264905 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -37204500.000000 Penalty: 6283.554688
	Iteration 126Q: 3 clusters Score -3.72045e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265514 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -37204600.000000 Penalty: 6283.554688
	Iteration 127Q: 3 clusters Score -3.72046e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266127 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -37204804.000000 Penalty: 6283.554688
	Iteration 128Q: 3 clusters Score -3.72048e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266700 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -37204808.000000 Penalty: 6283.554688
	Iteration 129Q: 3 clusters Score -3.720481e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267255 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -37204844.000000 Penalty: 6283.554688
	Iteration 130Q: 3 clusters Score -3.720484e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267820 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -37204964.000000 Penalty: 6283.554688
	Iteration 131Q: 3 clusters Score -3.720496e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268317 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -37205056.000000 Penalty: 6283.554688
	Iteration 132Q: 3 clusters Score -3.720506e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268808 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -37205084.000000 Penalty: 6283.554688
	Iteration 133Q: 3 clusters Score -3.720508e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269281 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -37205108.000000 Penalty: 6283.554688
	Iteration 134Q: 3 clusters Score -3.720511e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269750 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -37205208.000000 Penalty: 6283.554688
	Iteration 135Q: 3 clusters Score -3.720521e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270209 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -37205188.000000 Penalty: 6283.554688
	Iteration 136Q: 3 clusters Score -3.720519e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270650 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.72052e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271049 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -37205248.000000 Penalty: 6283.554688
	Iteration 138Q: 3 clusters Score -3.720525e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271437 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -37205312.000000 Penalty: 6283.554688
	Iteration 139Q: 3 clusters Score -3.720531e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271832 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -37205324.000000 Penalty: 6283.554688
	Iteration 140F: 3 clusters Score -3.720532e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272199 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -37205316.000000 Penalty: 6283.554688
	Iteration 141Q: 3 clusters Score -3.720532e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272535 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.720526e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272891 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -37205272.000000 Penalty: 6283.554688
	Iteration 143Q: 3 clusters Score -3.720527e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273237 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.720528e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273559 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -37205284.000000 Penalty: 6283.554688
	Iteration 145Q: 3 clusters Score -3.720528e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273874 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.720525e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274211 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.720526e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274584 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -37205332.000000 Penalty: 6283.554688
	Iteration 148Q: 3 clusters Score -3.720533e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274949 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -37205376.000000 Penalty: 6283.554688
	Iteration 149Q: 3 clusters Score -3.720538e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275351 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.720548e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275722 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -37205540.000000 Penalty: 6283.554688
	Iteration 151Q: 3 clusters Score -3.720554e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276123 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -37205616.000000 Penalty: 6283.554688
	Iteration 152Q: 3 clusters Score -3.720562e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276546 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -37205708.000000 Penalty: 6283.554688
	Iteration 153Q: 3 clusters Score -3.720571e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276981 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -37205716.000000 Penalty: 6283.554688
	Iteration 154Q: 3 clusters Score -3.720572e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277399 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -37205804.000000 Penalty: 6283.554688
	Iteration 155Q: 3 clusters Score -3.72058e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277812 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -37205836.000000 Penalty: 6283.554688
	Iteration 156Q: 3 clusters Score -3.720584e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278213 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -37205928.000000 Penalty: 6283.554688
	Iteration 157Q: 3 clusters Score -3.720593e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278638 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -37205860.000000 Penalty: 6283.554688
	Iteration 158Q: 3 clusters Score -3.720586e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279074 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -37205940.000000 Penalty: 6283.554688
	Iteration 159Q: 3 clusters Score -3.720594e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279521 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -37205992.000000 Penalty: 6283.554688
	Iteration 160F: 3 clusters Score -3.720599e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279976 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -37205924.000000 Penalty: 6283.554688
	Iteration 161Q: 3 clusters Score -3.720592e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280426 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -37205952.000000 Penalty: 6283.554688
	Iteration 162Q: 3 clusters Score -3.720595e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280866 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -37206060.000000 Penalty: 6283.554688
	Iteration 163Q: 3 clusters Score -3.720606e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281317 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -37206124.000000 Penalty: 6283.554688
	Iteration 164Q: 3 clusters Score -3.720612e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281738 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -37206248.000000 Penalty: 6283.554688
	Iteration 165Q: 3 clusters Score -3.720625e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282138 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -37206268.000000 Penalty: 6283.554688
	Iteration 166Q: 3 clusters Score -3.720627e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282575 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -37206324.000000 Penalty: 6283.554688
	Iteration 167Q: 3 clusters Score -3.720632e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282993 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -37206328.000000 Penalty: 6283.554688
	Iteration 168Q: 3 clusters Score -3.720633e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283412 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -37206372.000000 Penalty: 6283.554688
	Iteration 169Q: 3 clusters Score -3.720637e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283842 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -37206428.000000 Penalty: 6283.554688
	Iteration 170Q: 3 clusters Score -3.720643e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284270 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -37206552.000000 Penalty: 6283.554688
	Iteration 171Q: 3 clusters Score -3.720655e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284699 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -37206624.000000 Penalty: 6283.554688
	Iteration 172Q: 3 clusters Score -3.720662e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285155 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -37206760.000000 Penalty: 6283.554688
	Iteration 173Q: 3 clusters Score -3.720676e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285631 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -37206680.000000 Penalty: 6283.554688
	Iteration 174Q: 3 clusters Score -3.720668e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286095 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -37206728.000000 Penalty: 6283.554688
	Iteration 175Q: 3 clusters Score -3.720673e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286560 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -37206792.000000 Penalty: 6283.554688
	Iteration 176Q: 3 clusters Score -3.720679e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287022 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -37206928.000000 Penalty: 6283.554688
	Iteration 177Q: 3 clusters Score -3.720693e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287503 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -37206964.000000 Penalty: 6283.554688
	Iteration 178Q: 3 clusters Score -3.720696e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288027 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -37207068.000000 Penalty: 6283.554688
	Iteration 179Q: 3 clusters Score -3.720707e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288513 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -37207148.000000 Penalty: 6283.554688
	Iteration 180F: 3 clusters Score -3.720715e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288964 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -37207208.000000 Penalty: 6283.554688
	Iteration 181Q: 3 clusters Score -3.720721e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289393 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -37207248.000000 Penalty: 6283.554688
	Iteration 182Q: 3 clusters Score -3.720725e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289833 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -37207264.000000 Penalty: 6283.554688
	Iteration 183Q: 3 clusters Score -3.720726e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290285 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -37207400.000000 Penalty: 6283.554688
	Iteration 184Q: 3 clusters Score -3.72074e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290716 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -37207540.000000 Penalty: 6283.554688
	Iteration 185Q: 3 clusters Score -3.720754e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291152 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -37207636.000000 Penalty: 6283.554688
	Iteration 186Q: 3 clusters Score -3.720764e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291593 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -37207640.000000 Penalty: 6283.554688
	Iteration 187Q: 3 clusters Score -3.720764e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292061 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -37207728.000000 Penalty: 6283.554688
	Iteration 188Q: 3 clusters Score -3.720773e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292526 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -37207800.000000 Penalty: 6283.554688
	Iteration 189Q: 3 clusters Score -3.72078e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292987 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -37207760.000000 Penalty: 6283.554688
	Iteration 190Q: 3 clusters Score -3.720776e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293425 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -37207892.000000 Penalty: 6283.554688
	Iteration 191Q: 3 clusters Score -3.720789e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293849 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -37207968.000000 Penalty: 6283.554688
	Iteration 192Q: 3 clusters Score -3.720797e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294285 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -37208040.000000 Penalty: 6283.554688
	Iteration 193Q: 3 clusters Score -3.720804e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294715 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -37208080.000000 Penalty: 6283.554688
	Iteration 194Q: 3 clusters Score -3.720808e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295132 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -37208172.000000 Penalty: 6283.554688
	Iteration 195Q: 3 clusters Score -3.720817e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295532 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -37208296.000000 Penalty: 6283.554688
	Iteration 196Q: 3 clusters Score -3.72083e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295936 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -37208568.000000 Penalty: 6283.554688
	Iteration 197Q: 3 clusters Score -3.720857e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296351 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -37208784.000000 Penalty: 6283.554688
	Iteration 198Q: 3 clusters Score -3.720878e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296791 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -37209176.000000 Penalty: 6283.554688
	Iteration 199Q: 3 clusters Score -3.720918e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297209 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -37209556.000000 Penalty: 6283.554688
	Iteration 200F: 3 clusters Score -3.720956e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297664 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -37209912.000000 Penalty: 6283.554688
	Iteration 201Q: 3 clusters Score -3.720991e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298106 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -37210184.000000 Penalty: 6283.554688
	Iteration 202Q: 3 clusters Score -3.721018e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298510 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -37210476.000000 Penalty: 6283.554688
	Iteration 203Q: 3 clusters Score -3.721048e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298952 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -37210764.000000 Penalty: 6283.554688
	Iteration 204Q: 3 clusters Score -3.721076e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299354 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -37210948.000000 Penalty: 6283.554688
	Iteration 205Q: 3 clusters Score -3.721095e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299729 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -37211096.000000 Penalty: 6283.554688
	Iteration 206Q: 3 clusters Score -3.72111e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300086 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -37211268.000000 Penalty: 6283.554688
	Iteration 207Q: 3 clusters Score -3.721127e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300431 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -37211472.000000 Penalty: 6283.554688
	Iteration 208Q: 3 clusters Score -3.721147e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300779 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -37211636.000000 Penalty: 6283.554688
	Iteration 209Q: 3 clusters Score -3.721164e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301119 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -37211888.000000 Penalty: 6283.554688
	Iteration 210Q: 3 clusters Score -3.721189e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301460 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -37211924.000000 Penalty: 6283.554688
	Iteration 211Q: 3 clusters Score -3.721192e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301776 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -37212124.000000 Penalty: 6283.554688
	Iteration 212Q: 3 clusters Score -3.721212e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302100 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -37212324.000000 Penalty: 6283.554688
	Iteration 213Q: 3 clusters Score -3.721232e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302421 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -37212460.000000 Penalty: 6283.554688
	Iteration 214Q: 3 clusters Score -3.721246e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302744 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -37212640.000000 Penalty: 6283.554688
	Iteration 215Q: 3 clusters Score -3.721264e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303047 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -37212672.000000 Penalty: 6283.554688
	Iteration 216Q: 3 clusters Score -3.721267e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303348 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -37212720.000000 Penalty: 6283.554688
	Iteration 217Q: 3 clusters Score -3.721272e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303641 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -37212708.000000 Penalty: 6283.554688
	Iteration 218Q: 3 clusters Score -3.721271e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303901 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -37212844.000000 Penalty: 6283.554688
	Iteration 219Q: 3 clusters Score -3.721284e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304151 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -37212880.000000 Penalty: 6283.554688
	Iteration 220F: 3 clusters Score -3.721288e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304403 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -37212976.000000 Penalty: 6283.554688
	Iteration 221Q: 3 clusters Score -3.721298e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304632 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -37213132.000000 Penalty: 6283.554688
	Iteration 222Q: 3 clusters Score -3.721313e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304859 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -37213252.000000 Penalty: 6283.554688
	Iteration 223Q: 3 clusters Score -3.721325e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305061 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -37213396.000000 Penalty: 6283.554688
	Iteration 224Q: 3 clusters Score -3.72134e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305276 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -37213516.000000 Penalty: 6283.554688
	Iteration 225Q: 3 clusters Score -3.721352e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305460 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -37213588.000000 Penalty: 6283.554688
	Iteration 226Q: 3 clusters Score -3.721359e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305636 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -37213700.000000 Penalty: 6283.554688
	Iteration 227Q: 3 clusters Score -3.72137e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305801 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -37213784.000000 Penalty: 6283.554688
	Iteration 228Q: 3 clusters Score -3.721378e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305960 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -37213912.000000 Penalty: 6283.554688
	Iteration 229Q: 3 clusters Score -3.721391e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306129 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -37213984.000000 Penalty: 6283.554688
	Iteration 230Q: 3 clusters Score -3.721398e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306294 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -37213972.000000 Penalty: 6283.554688
	Iteration 231Q: 3 clusters Score -3.721397e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306420 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -37213988.000000 Penalty: 6283.554688
	Iteration 232Q: 3 clusters Score -3.721399e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306536 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -37214084.000000 Penalty: 6283.554688
	Iteration 233Q: 3 clusters Score -3.721408e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306646 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -37214104.000000 Penalty: 6283.554688
	Iteration 234Q: 3 clusters Score -3.72141e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306770 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -37214104.000000 Penalty: 6283.554688
	Iteration 235Q: 3 clusters Score -3.72141e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306887 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -37214148.000000 Penalty: 6283.554688
	Iteration 236Q: 3 clusters Score -3.721415e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307030 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -37214196.000000 Penalty: 6283.554688
	Iteration 237Q: 3 clusters Score -3.72142e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307148 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -37214224.000000 Penalty: 6283.554688
	Iteration 238Q: 3 clusters Score -3.721422e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307255 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -37214232.000000 Penalty: 6283.554688
	Iteration 239Q: 3 clusters Score -3.721423e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307344 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -37214216.000000 Penalty: 6283.554688
	Iteration 240F: 3 clusters Score -3.721422e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307426 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -37214268.000000 Penalty: 6283.554688
	Iteration 241Q: 3 clusters Score -3.721427e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307504 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -37214292.000000 Penalty: 6283.554688
	Iteration 242Q: 3 clusters Score -3.721429e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307574 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -37214352.000000 Penalty: 6283.554688
	Iteration 243Q: 3 clusters Score -3.721435e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307635 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -37214320.000000 Penalty: 6283.554688
	Iteration 244Q: 3 clusters Score -3.721432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307703 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -37214324.000000 Penalty: 6283.554688
	Iteration 245Q: 3 clusters Score -3.721432e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307754 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -37214356.000000 Penalty: 6283.554688
	Iteration 246Q: 3 clusters Score -3.721436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307809 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -37214320.000000 Penalty: 6283.554688
	Iteration 247Q: 3 clusters Score -3.721432e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307848 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -37214312.000000 Penalty: 6283.554688
	Iteration 248Q: 3 clusters Score -3.721431e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307893 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -37214348.000000 Penalty: 6283.554688
	Iteration 249Q: 3 clusters Score -3.721435e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307941 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -37214316.000000 Penalty: 6283.554688
	Iteration 250Q: 3 clusters Score -3.721432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307989 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -37214308.000000 Penalty: 6283.554688
	Iteration 251Q: 3 clusters Score -3.721431e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308039 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -37214324.000000 Penalty: 6283.554688
	Iteration 252Q: 3 clusters Score -3.721432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308084 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -37214316.000000 Penalty: 6283.554688
	Iteration 253Q: 3 clusters Score -3.721432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308118 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -37214344.000000 Penalty: 6283.554688
	Iteration 254Q: 3 clusters Score -3.721434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308159 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -37214360.000000 Penalty: 6283.554688
	Iteration 255Q: 3 clusters Score -3.721436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308193 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -37214372.000000 Penalty: 6283.554688
	Iteration 256Q: 3 clusters Score -3.721437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308227 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -37214340.000000 Penalty: 6283.554688
	Iteration 257Q: 3 clusters Score -3.721434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308262 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -37214372.000000 Penalty: 6283.554688
	Iteration 258Q: 3 clusters Score -3.721437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308304 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -37214348.000000 Penalty: 6283.554688
	Iteration 259Q: 3 clusters Score -3.721435e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308347 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -37214364.000000 Penalty: 6283.554688
	Iteration 260F: 3 clusters Score -3.721436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308388 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -37214388.000000 Penalty: 6283.554688
	Iteration 261Q: 3 clusters Score -3.721439e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308436 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -37214380.000000 Penalty: 6283.554688
	Iteration 262Q: 3 clusters Score -3.721438e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308482 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -37214384.000000 Penalty: 6283.554688
	Iteration 263Q: 3 clusters Score -3.721438e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308525 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -37214376.000000 Penalty: 6283.554688
	Iteration 264Q: 3 clusters Score -3.721438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308556 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -37214332.000000 Penalty: 6283.554688
	Iteration 265Q: 3 clusters Score -3.721433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308578 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -37214308.000000 Penalty: 6283.554688
	Iteration 266Q: 3 clusters Score -3.721431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308598 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -37214344.000000 Penalty: 6283.554688
	Iteration 267Q: 3 clusters Score -3.721434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308618 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -37214316.000000 Penalty: 6283.554688
	Iteration 268Q: 3 clusters Score -3.721432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308631 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -37214320.000000 Penalty: 6283.554688
	Iteration 269Q: 3 clusters Score -3.721432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308644 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -37214324.000000 Penalty: 6283.554688
	Iteration 270Q: 3 clusters Score -3.721432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308659 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -37214308.000000 Penalty: 6283.554688
	Iteration 271Q: 3 clusters Score -3.721431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308676 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -37214320.000000 Penalty: 6283.554688
	Iteration 272Q: 3 clusters Score -3.721432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308693 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -37214348.000000 Penalty: 6283.554688
	Iteration 273Q: 3 clusters Score -3.721435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308705 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -37214376.000000 Penalty: 6283.554688
	Iteration 274Q: 3 clusters Score -3.721438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308715 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -37214380.000000 Penalty: 6283.554688
	Iteration 275Q: 3 clusters Score -3.721438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308729 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -37214376.000000 Penalty: 6283.554688
	Iteration 276Q: 3 clusters Score -3.721438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308737 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -37214388.000000 Penalty: 6283.554688
	Iteration 277Q: 3 clusters Score -3.721439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308746 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -37214396.000000 Penalty: 6283.554688
	Iteration 278Q: 3 clusters Score -3.72144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308752 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -37214400.000000 Penalty: 6283.554688
	Iteration 279Q: 3 clusters Score -3.72144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308759 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -37214404.000000 Penalty: 6283.554688
	Iteration 280F: 3 clusters Score -3.72144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308766 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -37214384.000000 Penalty: 6283.554688
	Iteration 281Q: 3 clusters Score -3.721438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308768 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -37214384.000000 Penalty: 6283.554688
	Iteration 282Q: 3 clusters Score -3.721438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308771 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -37214376.000000 Penalty: 6283.554688
	Iteration 283Q: 3 clusters Score -3.721438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308775 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -37214376.000000 Penalty: 6283.554688
	Iteration 284Q: 3 clusters Score -3.721438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308779 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -37214372.000000 Penalty: 6283.554688
	Iteration 285Q: 3 clusters Score -3.721437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308782 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -37214388.000000 Penalty: 6283.554688
	Iteration 286Q: 3 clusters Score -3.721439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -37214380.000000 Penalty: 6283.554688
	Iteration 287Q: 3 clusters Score -3.721438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -37214380.000000 Penalty: 6283.554688
	Iteration 288F: 3 clusters Score -3.721438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 239752 members 
Mstep: Class 6 contains 27407 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 323993 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Entering Unmasked Estep 
Score: -183833184.000000 Penalty: 70889.796875
Splitting cluster 1 changes total score from -183829600.000000 to -183833184.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (84975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Entering Unmasked Estep 
Score: -9898060.000000 Penalty: 2814.827881
	Iteration 0F: 2 clusters Score -9898060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -9841422.000000 Penalty: 5629.655762
	Iteration 0F: 3 clusters Score -9841422 nChanged 39911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -9864625.000000 Penalty: 5629.655762
	Iteration 1F: 3 clusters Score -9864625 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -9865725.000000 Penalty: 5629.655762
	Iteration 2Q: 3 clusters Score -9865725 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -9867053.000000 Penalty: 5629.655762
	Iteration 3Q: 3 clusters Score -9867053 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -9868959.000000 Penalty: 5629.655762
	Iteration 4Q: 3 clusters Score -9868959 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9871611.000000 Penalty: 5629.655762
	Iteration 5F: 3 clusters Score -9871611 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -9875082.000000 Penalty: 5629.655762
	Iteration 6F: 3 clusters Score -9875082 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -9879471.000000 Penalty: 5629.655762
	Iteration 7F: 3 clusters Score -9879471 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -9884143.000000 Penalty: 5629.655762
	Iteration 8F: 3 clusters Score -9884143 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -9888245.000000 Penalty: 5629.655762
	Iteration 9F: 3 clusters Score -9888245 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -9891319.000000 Penalty: 5629.655762
	Iteration 10Q: 3 clusters Score -9891319 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -9893643.000000 Penalty: 5629.655762
	Iteration 11Q: 3 clusters Score -9893643 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -9894974.000000 Penalty: 5629.655762
	Iteration 12Q: 3 clusters Score -9894974 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -9895634.000000 Penalty: 5629.655762
	Iteration 13Q: 3 clusters Score -9895634 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9895986.000000 Penalty: 5629.655762
	Iteration 14Q: 3 clusters Score -9895986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9896204.000000 Penalty: 5629.655762
	Iteration 15Q: 3 clusters Score -9896204 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9896346.000000 Penalty: 5629.655762
	Iteration 16Q: 3 clusters Score -9896346 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9896465.000000 Penalty: 5629.655762
	Iteration 17Q: 3 clusters Score -9896465 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9896544.000000 Penalty: 5629.655762
	Iteration 18Q: 3 clusters Score -9896544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9896600.000000 Penalty: 5629.655762
	Iteration 19Q: 3 clusters Score -9896600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9896640.000000 Penalty: 5629.655762
	Iteration 20F: 3 clusters Score -9896640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9896676.000000 Penalty: 5629.655762
	Iteration 21Q: 3 clusters Score -9896676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9896688.000000 Penalty: 5629.655762
	Iteration 22Q: 3 clusters Score -9896688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9896698.000000 Penalty: 5629.655762
	Iteration 23Q: 3 clusters Score -9896698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9896716.000000 Penalty: 5629.655762
	Iteration 24Q: 3 clusters Score -9896716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9896729.000000 Penalty: 5629.655762
	Iteration 25Q: 3 clusters Score -9896729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9896737.000000 Penalty: 5629.655762
	Iteration 26Q: 3 clusters Score -9896737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9896745.000000 Penalty: 5629.655762
	Iteration 27Q: 3 clusters Score -9896745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9896744.000000 Penalty: 5629.655762
	Iteration 28Q: 3 clusters Score -9896744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9896751.000000 Penalty: 5629.655762
	Iteration 29Q: 3 clusters Score -9896751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9896785.000000 Penalty: 5629.655762
	Iteration 30Q: 3 clusters Score -9896785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9896784.000000 Penalty: 5629.655762
	Iteration 31Q: 3 clusters Score -9896784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9896810.000000 Penalty: 5629.655762
	Iteration 32Q: 3 clusters Score -9896810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9896830.000000 Penalty: 5629.655762
	Iteration 33Q: 3 clusters Score -9896830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9896841.000000 Penalty: 5629.655762
	Iteration 34Q: 3 clusters Score -9896841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9896841.000000 Penalty: 5629.655762
	Iteration 35Q: 3 clusters Score -9896841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9896834.000000 Penalty: 5629.655762
	Iteration 36Q: 3 clusters Score -9896834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9896849.000000 Penalty: 5629.655762
	Iteration 37Q: 3 clusters Score -9896849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9896861.000000 Penalty: 5629.655762
	Iteration 38Q: 3 clusters Score -9896861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9896858.000000 Penalty: 5629.655762
	Iteration 39Q: 3 clusters Score -9896858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9896871.000000 Penalty: 5629.655762
	Iteration 40F: 3 clusters Score -9896871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9896867.000000 Penalty: 5629.655762
	Iteration 41Q: 3 clusters Score -9896867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9896866.000000 Penalty: 5629.655762
	Iteration 42Q: 3 clusters Score -9896866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9896876.000000 Penalty: 5629.655762
	Iteration 43Q: 3 clusters Score -9896876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9896885.000000 Penalty: 5629.655762
	Iteration 44Q: 3 clusters Score -9896885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9896874.000000 Penalty: 5629.655762
	Iteration 45Q: 3 clusters Score -9896874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9896865.000000 Penalty: 5629.655762
	Iteration 46Q: 3 clusters Score -9896865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9896863.000000 Penalty: 5629.655762
	Iteration 47Q: 3 clusters Score -9896863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9896865.000000 Penalty: 5629.655762
	Iteration 48Q: 3 clusters Score -9896865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9896869.000000 Penalty: 5629.655762
	Iteration 49Q: 3 clusters Score -9896869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9896863.000000 Penalty: 5629.655762
	Iteration 50Q: 3 clusters Score -9896863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9896864.000000 Penalty: 5629.655762
	Iteration 51Q: 3 clusters Score -9896864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9896852.000000 Penalty: 5629.655762
	Iteration 52Q: 3 clusters Score -9896852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9896858.000000 Penalty: 5629.655762
	Iteration 53Q: 3 clusters Score -9896858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9896859.000000 Penalty: 5629.655762
	Iteration 54Q: 3 clusters Score -9896859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9896865.000000 Penalty: 5629.655762
	Iteration 55Q: 3 clusters Score -9896865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9896865.000000 Penalty: 5629.655762
	Iteration 56Q: 3 clusters Score -9896865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9896865.000000 Penalty: 5629.655762
	Iteration 57F: 3 clusters Score -9896865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -259176.812500 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -259176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -256332.453125 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -256332.5 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -257908.109375 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -257908.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -260868.734375 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -260868.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -264388.312500 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -264388.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -265858.000000 Penalty: 3899.416748
	Iteration 4Q: 3 clusters Score -265858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -266954.437500 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -266954.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -267164.906250 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -267164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -267227.625000 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -267227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -267261.281250 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -267261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -267283.906250 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -267283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -267314.500000 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -267314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -267366.562500 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -267366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -267439.000000 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -267439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -267544.406250 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -267544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -267866.468750 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -267866.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -269009.093750 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -269009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -269949.718750 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -269949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -269952.062500 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -269952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -269952.062500 Penalty: 3899.416748
	Iteration 18F: 3 clusters Score -269952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 239752 members 
Mstep: Class 6 contains 27407 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 323993 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Entering Unmasked Estep 
Score: -183847728.000000 Penalty: 74434.289062
Splitting cluster 3 changes total score from -183829600.000000 to -183847728.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (239752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239752 members 
Entering Unmasked Estep 
Score: -28116232.000000 Penalty: 3072.065430
	Iteration 0F: 2 clusters Score -2.811623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 119728 members 
Entering Unmasked Estep 
Score: -27959904.000000 Penalty: 6144.130859
	Iteration 0F: 3 clusters Score -2.79599e+07 nChanged 115989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121563 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -28027998.000000 Penalty: 6144.130859
	Iteration 1F: 3 clusters Score -2.8028e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122894 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -28030116.000000 Penalty: 6144.130859
	Iteration 2Q: 3 clusters Score -2.803012e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -28032618.000000 Penalty: 6144.130859
	Iteration 3Q: 3 clusters Score -2.803262e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129225 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -28036604.000000 Penalty: 6144.130859
	Iteration 4Q: 3 clusters Score -2.80366e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135674 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -28043224.000000 Penalty: 6144.130859
	Iteration 5F: 3 clusters Score -2.804322e+07 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145096 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -28053706.000000 Penalty: 6144.130859
	Iteration 6F: 3 clusters Score -2.805371e+07 nChanged 18235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -28069198.000000 Penalty: 6144.130859
	Iteration 7F: 3 clusters Score -2.80692e+07 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -28085494.000000 Penalty: 6144.130859
	Iteration 8F: 3 clusters Score -2.808549e+07 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176240 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -28095644.000000 Penalty: 6144.130859
	Iteration 9F: 3 clusters Score -2.809564e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -28100420.000000 Penalty: 6144.130859
	Iteration 10Q: 3 clusters Score -2.810042e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -28102622.000000 Penalty: 6144.130859
	Iteration 11Q: 3 clusters Score -2.810262e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192425 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -28104252.000000 Penalty: 6144.130859
	Iteration 12Q: 3 clusters Score -2.810425e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196985 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -28105504.000000 Penalty: 6144.130859
	Iteration 13Q: 3 clusters Score -2.81055e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201287 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -28106782.000000 Penalty: 6144.130859
	Iteration 14Q: 3 clusters Score -2.810678e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205423 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -28108102.000000 Penalty: 6144.130859
	Iteration 15Q: 3 clusters Score -2.81081e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209336 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -28109252.000000 Penalty: 6144.130859
	Iteration 16Q: 3 clusters Score -2.810925e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213022 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -28110250.000000 Penalty: 6144.130859
	Iteration 17Q: 3 clusters Score -2.811025e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216371 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -28111242.000000 Penalty: 6144.130859
	Iteration 18Q: 3 clusters Score -2.811124e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219397 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -28112256.000000 Penalty: 6144.130859
	Iteration 19Q: 3 clusters Score -2.811226e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222069 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -28113002.000000 Penalty: 6144.130859
	Iteration 20F: 3 clusters Score -2.8113e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224361 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -28113528.000000 Penalty: 6144.130859
	Iteration 21Q: 3 clusters Score -2.811353e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226342 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -28114068.000000 Penalty: 6144.130859
	Iteration 22Q: 3 clusters Score -2.811407e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228056 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -28114610.000000 Penalty: 6144.130859
	Iteration 23Q: 3 clusters Score -2.811461e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229532 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -28115050.000000 Penalty: 6144.130859
	Iteration 24Q: 3 clusters Score -2.811505e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230741 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -28115424.000000 Penalty: 6144.130859
	Iteration 25Q: 3 clusters Score -2.811542e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231714 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -28115784.000000 Penalty: 6144.130859
	Iteration 26Q: 3 clusters Score -2.811578e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232474 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -28116012.000000 Penalty: 6144.130859
	Iteration 27Q: 3 clusters Score -2.811601e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233060 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -28116206.000000 Penalty: 6144.130859
	Iteration 28Q: 3 clusters Score -2.811621e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233534 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -28116400.000000 Penalty: 6144.130859
	Iteration 29Q: 3 clusters Score -2.81164e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233894 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -28116474.000000 Penalty: 6144.130859
	Iteration 30Q: 3 clusters Score -2.811647e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234181 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -28116510.000000 Penalty: 6144.130859
	Iteration 31Q: 3 clusters Score -2.811651e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234405 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -28116518.000000 Penalty: 6144.130859
	Iteration 32Q: 3 clusters Score -2.811652e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234590 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -28116556.000000 Penalty: 6144.130859
	Iteration 33Q: 3 clusters Score -2.811656e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234726 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -28116662.000000 Penalty: 6144.130859
	Iteration 34Q: 3 clusters Score -2.811666e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234841 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -28116726.000000 Penalty: 6144.130859
	Iteration 35Q: 3 clusters Score -2.811673e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234934 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -28116730.000000 Penalty: 6144.130859
	Iteration 36Q: 3 clusters Score -2.811673e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235026 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -28116672.000000 Penalty: 6144.130859
	Iteration 37Q: 3 clusters Score -2.811667e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235092 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -28116720.000000 Penalty: 6144.130859
	Iteration 38Q: 3 clusters Score -2.811672e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235147 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -28116726.000000 Penalty: 6144.130859
	Iteration 39Q: 3 clusters Score -2.811673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235182 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -28116768.000000 Penalty: 6144.130859
	Iteration 40F: 3 clusters Score -2.811677e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235204 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -28116752.000000 Penalty: 6144.130859
	Iteration 41Q: 3 clusters Score -2.811675e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235235 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -28116710.000000 Penalty: 6144.130859
	Iteration 42Q: 3 clusters Score -2.811671e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235249 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -28116734.000000 Penalty: 6144.130859
	Iteration 43Q: 3 clusters Score -2.811673e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235264 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -28116728.000000 Penalty: 6144.130859
	Iteration 44Q: 3 clusters Score -2.811673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235265 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -28116758.000000 Penalty: 6144.130859
	Iteration 45Q: 3 clusters Score -2.811676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235267 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -28116730.000000 Penalty: 6144.130859
	Iteration 46Q: 3 clusters Score -2.811673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235257 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -28116734.000000 Penalty: 6144.130859
	Iteration 47Q: 3 clusters Score -2.811673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235242 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -28116730.000000 Penalty: 6144.130859
	Iteration 48Q: 3 clusters Score -2.811673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235229 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -28116774.000000 Penalty: 6144.130859
	Iteration 49Q: 3 clusters Score -2.811677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235214 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -28116766.000000 Penalty: 6144.130859
	Iteration 50Q: 3 clusters Score -2.811677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235206 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -28116768.000000 Penalty: 6144.130859
	Iteration 51Q: 3 clusters Score -2.811677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235194 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -28116750.000000 Penalty: 6144.130859
	Iteration 52Q: 3 clusters Score -2.811675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235190 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -28116758.000000 Penalty: 6144.130859
	Iteration 53Q: 3 clusters Score -2.811676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235182 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -28116760.000000 Penalty: 6144.130859
	Iteration 54Q: 3 clusters Score -2.811676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235174 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -28116768.000000 Penalty: 6144.130859
	Iteration 55Q: 3 clusters Score -2.811677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235174 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -28116764.000000 Penalty: 6144.130859
	Iteration 56Q: 3 clusters Score -2.811676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235178 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -28116760.000000 Penalty: 6144.130859
	Iteration 57Q: 3 clusters Score -2.811676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235175 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -28116742.000000 Penalty: 6144.130859
	Iteration 58Q: 3 clusters Score -2.811674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235174 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -28116736.000000 Penalty: 6144.130859
	Iteration 59Q: 3 clusters Score -2.811674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235169 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -28116752.000000 Penalty: 6144.130859
	Iteration 60F: 3 clusters Score -2.811675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235169 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -28116744.000000 Penalty: 6144.130859
	Iteration 61Q: 3 clusters Score -2.811674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235169 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -28116734.000000 Penalty: 6144.130859
	Iteration 62Q: 3 clusters Score -2.811673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235170 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -28116736.000000 Penalty: 6144.130859
	Iteration 63Q: 3 clusters Score -2.811674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235173 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -28116728.000000 Penalty: 6144.130859
	Iteration 64Q: 3 clusters Score -2.811673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235172 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -28116742.000000 Penalty: 6144.130859
	Iteration 65Q: 3 clusters Score -2.811674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235174 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -28116736.000000 Penalty: 6144.130859
	Iteration 66Q: 3 clusters Score -2.811674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235173 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -28116726.000000 Penalty: 6144.130859
	Iteration 67Q: 3 clusters Score -2.811673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235172 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -28116726.000000 Penalty: 6144.130859
	Iteration 68Q: 3 clusters Score -2.811673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235172 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -28116726.000000 Penalty: 6144.130859
	Iteration 69F: 3 clusters Score -2.811673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 27407 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 323993 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Entering Unmasked Estep 
Score: -183849376.000000 Penalty: 77978.781250
Splitting cluster 5 changes total score from -183829600.000000 to -183849376.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (27407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Entering Unmasked Estep 
Score: -3185528.000000 Penalty: 2534.201172
	Iteration 0F: 2 clusters Score -3185528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3166689.000000 Penalty: 5068.402344
	Iteration 0F: 3 clusters Score -3166689 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3173753.750000 Penalty: 5068.402344
	Iteration 1F: 3 clusters Score -3173754 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3174818.000000 Penalty: 5068.402344
	Iteration 2F: 3 clusters Score -3174818 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3176217.500000 Penalty: 5068.402344
	Iteration 3F: 3 clusters Score -3176218 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3177990.000000 Penalty: 5068.402344
	Iteration 4F: 3 clusters Score -3177990 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3180048.500000 Penalty: 5068.402344
	Iteration 5F: 3 clusters Score -3180048 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3182027.250000 Penalty: 5068.402344
	Iteration 6F: 3 clusters Score -3182027 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3183385.000000 Penalty: 5068.402344
	Iteration 7F: 3 clusters Score -3183385 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3184188.500000 Penalty: 5068.402344
	Iteration 8Q: 3 clusters Score -3184188 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3184649.500000 Penalty: 5068.402344
	Iteration 9Q: 3 clusters Score -3184650 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3184864.500000 Penalty: 5068.402344
	Iteration 10Q: 3 clusters Score -3184864 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3185021.000000 Penalty: 5068.402344
	Iteration 11Q: 3 clusters Score -3185021 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3185110.000000 Penalty: 5068.402344
	Iteration 12Q: 3 clusters Score -3185110 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3185161.500000 Penalty: 5068.402344
	Iteration 13Q: 3 clusters Score -3185162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3185198.250000 Penalty: 5068.402344
	Iteration 14Q: 3 clusters Score -3185198 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3185223.750000 Penalty: 5068.402344
	Iteration 15Q: 3 clusters Score -3185224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3185261.000000 Penalty: 5068.402344
	Iteration 16Q: 3 clusters Score -3185261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3185270.250000 Penalty: 5068.402344
	Iteration 17Q: 3 clusters Score -3185270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3185288.500000 Penalty: 5068.402344
	Iteration 18Q: 3 clusters Score -3185288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3185322.000000 Penalty: 5068.402344
	Iteration 19Q: 3 clusters Score -3185322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3185354.750000 Penalty: 5068.402344
	Iteration 20F: 3 clusters Score -3185355 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3185373.750000 Penalty: 5068.402344
	Iteration 21Q: 3 clusters Score -3185374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3185382.750000 Penalty: 5068.402344
	Iteration 22Q: 3 clusters Score -3185383 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3185399.500000 Penalty: 5068.402344
	Iteration 23Q: 3 clusters Score -3185400 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3185413.750000 Penalty: 5068.402344
	Iteration 24Q: 3 clusters Score -3185414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3185425.750000 Penalty: 5068.402344
	Iteration 25Q: 3 clusters Score -3185426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3185434.750000 Penalty: 5068.402344
	Iteration 26Q: 3 clusters Score -3185435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3185447.000000 Penalty: 5068.402344
	Iteration 27Q: 3 clusters Score -3185447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3185444.500000 Penalty: 5068.402344
	Iteration 28Q: 3 clusters Score -3185444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3185446.250000 Penalty: 5068.402344
	Iteration 29Q: 3 clusters Score -3185446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3185455.250000 Penalty: 5068.402344
	Iteration 30Q: 3 clusters Score -3185455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3185460.500000 Penalty: 5068.402344
	Iteration 31Q: 3 clusters Score -3185460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3185466.250000 Penalty: 5068.402344
	Iteration 32Q: 3 clusters Score -3185466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3185468.750000 Penalty: 5068.402344
	Iteration 33Q: 3 clusters Score -3185469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3185472.000000 Penalty: 5068.402344
	Iteration 34Q: 3 clusters Score -3185472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3185478.000000 Penalty: 5068.402344
	Iteration 35Q: 3 clusters Score -3185478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3185482.750000 Penalty: 5068.402344
	Iteration 36Q: 3 clusters Score -3185483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3185494.250000 Penalty: 5068.402344
	Iteration 37Q: 3 clusters Score -3185494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3185495.750000 Penalty: 5068.402344
	Iteration 38Q: 3 clusters Score -3185496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3185490.750000 Penalty: 5068.402344
	Iteration 39Q: 3 clusters Score -3185491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3185503.250000 Penalty: 5068.402344
	Iteration 40F: 3 clusters Score -3185503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3185503.000000 Penalty: 5068.402344
	Iteration 41Q: 3 clusters Score -3185503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3185506.750000 Penalty: 5068.402344
	Iteration 42Q: 3 clusters Score -3185507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3185513.000000 Penalty: 5068.402344
	Iteration 43Q: 3 clusters Score -3185513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3185515.250000 Penalty: 5068.402344
	Iteration 44Q: 3 clusters Score -3185515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3185520.250000 Penalty: 5068.402344
	Iteration 45Q: 3 clusters Score -3185520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3185522.500000 Penalty: 5068.402344
	Iteration 46Q: 3 clusters Score -3185522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3185518.750000 Penalty: 5068.402344
	Iteration 47Q: 3 clusters Score -3185519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3185523.750000 Penalty: 5068.402344
	Iteration 48Q: 3 clusters Score -3185524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3185536.000000 Penalty: 5068.402344
	Iteration 49Q: 3 clusters Score -3185536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3185538.750000 Penalty: 5068.402344
	Iteration 50Q: 3 clusters Score -3185539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3185537.500000 Penalty: 5068.402344
	Iteration 51Q: 3 clusters Score -3185538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3185536.250000 Penalty: 5068.402344
	Iteration 52Q: 3 clusters Score -3185536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3185528.500000 Penalty: 5068.402344
	Iteration 53Q: 3 clusters Score -3185528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3185531.250000 Penalty: 5068.402344
	Iteration 54Q: 3 clusters Score -3185531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3185530.000000 Penalty: 5068.402344
	Iteration 55Q: 3 clusters Score -3185530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3185530.250000 Penalty: 5068.402344
	Iteration 56Q: 3 clusters Score -3185530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3185534.000000 Penalty: 5068.402344
	Iteration 57Q: 3 clusters Score -3185534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3185537.250000 Penalty: 5068.402344
	Iteration 58Q: 3 clusters Score -3185537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3185539.250000 Penalty: 5068.402344
	Iteration 59Q: 3 clusters Score -3185539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -3185539.250000 Penalty: 5068.402344
	Iteration 60F: 3 clusters Score -3185539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3185537.250000 Penalty: 5068.402344
	Iteration 61Q: 3 clusters Score -3185537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3185544.750000 Penalty: 5068.402344
	Iteration 62Q: 3 clusters Score -3185545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3185537.750000 Penalty: 5068.402344
	Iteration 63Q: 3 clusters Score -3185538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3185531.750000 Penalty: 5068.402344
	Iteration 64Q: 3 clusters Score -3185532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3185537.500000 Penalty: 5068.402344
	Iteration 65Q: 3 clusters Score -3185538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3185535.500000 Penalty: 5068.402344
	Iteration 66Q: 3 clusters Score -3185536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3185536.750000 Penalty: 5068.402344
	Iteration 67Q: 3 clusters Score -3185537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3185537.000000 Penalty: 5068.402344
	Iteration 68Q: 3 clusters Score -3185537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3185536.750000 Penalty: 5068.402344
	Iteration 69Q: 3 clusters Score -3185537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3185538.750000 Penalty: 5068.402344
	Iteration 70Q: 3 clusters Score -3185539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3185538.750000 Penalty: 5068.402344
	Iteration 71F: 3 clusters Score -3185539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 323993 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Entering Unmasked Estep 
Score: -183848208.000000 Penalty: 81523.273438
Splitting cluster 6 changes total score from -183829600.000000 to -183848208.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (15973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Entering Unmasked Estep 
Score: -1820902.125000 Penalty: 2400.306396
	Iteration 0F: 2 clusters Score -1820902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1809498.750000 Penalty: 4800.612793
	Iteration 0F: 3 clusters Score -1809499 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1813697.875000 Penalty: 4800.612793
	Iteration 1F: 3 clusters Score -1813698 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1815453.000000 Penalty: 4800.612793
	Iteration 2F: 3 clusters Score -1815453 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1817812.375000 Penalty: 4800.612793
	Iteration 3F: 3 clusters Score -1817812 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1819788.750000 Penalty: 4800.612793
	Iteration 4F: 3 clusters Score -1819789 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1820929.000000 Penalty: 4800.612793
	Iteration 5F: 3 clusters Score -1820929 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1821407.750000 Penalty: 4800.612793
	Iteration 6F: 3 clusters Score -1821408 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1821648.750000 Penalty: 4800.612793
	Iteration 7Q: 3 clusters Score -1821649 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1821765.875000 Penalty: 4800.612793
	Iteration 8Q: 3 clusters Score -1821766 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1821828.250000 Penalty: 4800.612793
	Iteration 9Q: 3 clusters Score -1821828 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1821854.500000 Penalty: 4800.612793
	Iteration 10Q: 3 clusters Score -1821854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1821864.375000 Penalty: 4800.612793
	Iteration 11Q: 3 clusters Score -1821864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1821879.625000 Penalty: 4800.612793
	Iteration 12Q: 3 clusters Score -1821880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1821887.875000 Penalty: 4800.612793
	Iteration 13Q: 3 clusters Score -1821888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1821893.250000 Penalty: 4800.612793
	Iteration 14Q: 3 clusters Score -1821893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1821901.750000 Penalty: 4800.612793
	Iteration 15Q: 3 clusters Score -1821902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1821909.375000 Penalty: 4800.612793
	Iteration 16Q: 3 clusters Score -1821909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1821913.625000 Penalty: 4800.612793
	Iteration 17Q: 3 clusters Score -1821914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1821910.875000 Penalty: 4800.612793
	Iteration 18Q: 3 clusters Score -1821911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1821917.375000 Penalty: 4800.612793
	Iteration 19Q: 3 clusters Score -1821917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1821923.250000 Penalty: 4800.612793
	Iteration 20F: 3 clusters Score -1821923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1821934.000000 Penalty: 4800.612793
	Iteration 21Q: 3 clusters Score -1821934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1821935.875000 Penalty: 4800.612793
	Iteration 22Q: 3 clusters Score -1821936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1821953.375000 Penalty: 4800.612793
	Iteration 23Q: 3 clusters Score -1821953 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1821960.375000 Penalty: 4800.612793
	Iteration 24Q: 3 clusters Score -1821960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1821973.750000 Penalty: 4800.612793
	Iteration 25Q: 3 clusters Score -1821974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1821992.875000 Penalty: 4800.612793
	Iteration 26Q: 3 clusters Score -1821993 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1822019.250000 Penalty: 4800.612793
	Iteration 27Q: 3 clusters Score -1822019 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1822050.125000 Penalty: 4800.612793
	Iteration 28Q: 3 clusters Score -1822050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1822096.375000 Penalty: 4800.612793
	Iteration 29Q: 3 clusters Score -1822096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1822141.250000 Penalty: 4800.612793
	Iteration 30Q: 3 clusters Score -1822141 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1822185.500000 Penalty: 4800.612793
	Iteration 31Q: 3 clusters Score -1822186 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1822242.375000 Penalty: 4800.612793
	Iteration 32Q: 3 clusters Score -1822242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1822321.875000 Penalty: 4800.612793
	Iteration 33Q: 3 clusters Score -1822322 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1822410.125000 Penalty: 4800.612793
	Iteration 34Q: 3 clusters Score -1822410 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1822522.000000 Penalty: 4800.612793
	Iteration 35Q: 3 clusters Score -1822522 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1822680.125000 Penalty: 4800.612793
	Iteration 36Q: 3 clusters Score -1822680 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1822895.125000 Penalty: 4800.612793
	Iteration 37Q: 3 clusters Score -1822895 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1823131.250000 Penalty: 4800.612793
	Iteration 38Q: 3 clusters Score -1823131 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1823453.125000 Penalty: 4800.612793
	Iteration 39Q: 3 clusters Score -1823453 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1823844.500000 Penalty: 4800.612793
	Iteration 40F: 3 clusters Score -1823844 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1824290.125000 Penalty: 4800.612793
	Iteration 41Q: 3 clusters Score -1824290 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1824745.875000 Penalty: 4800.612793
	Iteration 42Q: 3 clusters Score -1824746 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1825159.625000 Penalty: 4800.612793
	Iteration 43Q: 3 clusters Score -1825160 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1825492.625000 Penalty: 4800.612793
	Iteration 44Q: 3 clusters Score -1825493 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1825622.250000 Penalty: 4800.612793
	Iteration 45Q: 3 clusters Score -1825622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1825653.875000 Penalty: 4800.612793
	Iteration 46Q: 3 clusters Score -1825654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1825669.000000 Penalty: 4800.612793
	Iteration 47Q: 3 clusters Score -1825669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1825669.875000 Penalty: 4800.612793
	Iteration 48Q: 3 clusters Score -1825670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1825671.875000 Penalty: 4800.612793
	Iteration 49Q: 3 clusters Score -1825672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1825672.000000 Penalty: 4800.612793
	Iteration 50Q: 3 clusters Score -1825672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1825673.625000 Penalty: 4800.612793
	Iteration 51Q: 3 clusters Score -1825674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1825674.250000 Penalty: 4800.612793
	Iteration 52Q: 3 clusters Score -1825674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1825674.250000 Penalty: 4800.612793
	Iteration 53F: 3 clusters Score -1825674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 323993 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Entering Unmasked Estep 
Score: -183851392.000000 Penalty: 85067.757812
Splitting cluster 7 changes total score from -183829600.000000 to -183851392.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (323993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323993 members 
Entering Unmasked Estep 
Score: -37791684.000000 Penalty: 3146.742432
	Iteration 0F: 2 clusters Score -3.779168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 161741 members 
Entering Unmasked Estep 
Score: -37584456.000000 Penalty: 6293.484863
	Iteration 0F: 3 clusters Score -3.758446e+07 nChanged 157258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163614 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -37678240.000000 Penalty: 6293.484863
	Iteration 1F: 3 clusters Score -3.767824e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164347 members 
Mstep: Class 2 contains 159646 members 
Entering Unmasked Estep 
Score: -37679660.000000 Penalty: 6293.484863
	Iteration 2Q: 3 clusters Score -3.767966e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -37682264.000000 Penalty: 6293.484863
	Iteration 3Q: 3 clusters Score -3.768226e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167778 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -37685428.000000 Penalty: 6293.484863
	Iteration 4Q: 3 clusters Score -3.768543e+07 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 152933 members 
Entering Unmasked Estep 
Score: -37691264.000000 Penalty: 6293.484863
	Iteration 5Q: 3 clusters Score -3.769126e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175912 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -37700332.000000 Penalty: 6293.484863
	Iteration 6F: 3 clusters Score -3.770033e+07 nChanged 20196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182388 members 
Mstep: Class 2 contains 141605 members 
Entering Unmasked Estep 
Score: -37714900.000000 Penalty: 6293.484863
	Iteration 7F: 3 clusters Score -3.77149e+07 nChanged 23219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188933 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -37733668.000000 Penalty: 6293.484863
	Iteration 8F: 3 clusters Score -3.773367e+07 nChanged 21963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193628 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -37747248.000000 Penalty: 6293.484863
	Iteration 9F: 3 clusters Score -3.774725e+07 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196363 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -37753256.000000 Penalty: 6293.484863
	Iteration 10Q: 3 clusters Score -3.775326e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198735 members 
Mstep: Class 2 contains 125258 members 
Entering Unmasked Estep 
Score: -37755956.000000 Penalty: 6293.484863
	Iteration 11Q: 3 clusters Score -3.775596e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201382 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -37757696.000000 Penalty: 6293.484863
	Iteration 12Q: 3 clusters Score -3.77577e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204407 members 
Mstep: Class 2 contains 119586 members 
Entering Unmasked Estep 
Score: -37759164.000000 Penalty: 6293.484863
	Iteration 13Q: 3 clusters Score -3.775916e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207827 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -37760792.000000 Penalty: 6293.484863
	Iteration 14Q: 3 clusters Score -3.776079e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211482 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -37762492.000000 Penalty: 6293.484863
	Iteration 15Q: 3 clusters Score -3.776249e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215536 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -37764324.000000 Penalty: 6293.484863
	Iteration 16Q: 3 clusters Score -3.776432e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220063 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -37766472.000000 Penalty: 6293.484863
	Iteration 17Q: 3 clusters Score -3.776647e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224958 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -37768716.000000 Penalty: 6293.484863
	Iteration 18Q: 3 clusters Score -3.776872e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230074 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -37771044.000000 Penalty: 6293.484863
	Iteration 19Q: 3 clusters Score -3.777104e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235225 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -37773524.000000 Penalty: 6293.484863
	Iteration 20F: 3 clusters Score -3.777352e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240434 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -37776168.000000 Penalty: 6293.484863
	Iteration 21Q: 3 clusters Score -3.777617e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245618 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -37778600.000000 Penalty: 6293.484863
	Iteration 22Q: 3 clusters Score -3.77786e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250503 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -37780972.000000 Penalty: 6293.484863
	Iteration 23Q: 3 clusters Score -3.778097e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255111 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -37783092.000000 Penalty: 6293.484863
	Iteration 24Q: 3 clusters Score -3.778309e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259403 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -37784788.000000 Penalty: 6293.484863
	Iteration 25Q: 3 clusters Score -3.778479e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263396 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -37786164.000000 Penalty: 6293.484863
	Iteration 26Q: 3 clusters Score -3.778616e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267036 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -37787400.000000 Penalty: 6293.484863
	Iteration 27Q: 3 clusters Score -3.77874e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270470 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -37788532.000000 Penalty: 6293.484863
	Iteration 28Q: 3 clusters Score -3.778853e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273638 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -37789556.000000 Penalty: 6293.484863
	Iteration 29Q: 3 clusters Score -3.778956e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276542 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -37790652.000000 Penalty: 6293.484863
	Iteration 30Q: 3 clusters Score -3.779065e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279255 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -37791504.000000 Penalty: 6293.484863
	Iteration 31Q: 3 clusters Score -3.77915e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281822 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -37792072.000000 Penalty: 6293.484863
	Iteration 32Q: 3 clusters Score -3.779207e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284130 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -37792672.000000 Penalty: 6293.484863
	Iteration 33Q: 3 clusters Score -3.779267e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286271 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -37793068.000000 Penalty: 6293.484863
	Iteration 34Q: 3 clusters Score -3.779307e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288247 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -37793604.000000 Penalty: 6293.484863
	Iteration 35Q: 3 clusters Score -3.77936e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290134 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -37794052.000000 Penalty: 6293.484863
	Iteration 36Q: 3 clusters Score -3.779405e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291880 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -37794432.000000 Penalty: 6293.484863
	Iteration 37Q: 3 clusters Score -3.779443e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293461 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -37794884.000000 Penalty: 6293.484863
	Iteration 38Q: 3 clusters Score -3.779488e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294970 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -37795200.000000 Penalty: 6293.484863
	Iteration 39Q: 3 clusters Score -3.77952e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296314 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -37795540.000000 Penalty: 6293.484863
	Iteration 40F: 3 clusters Score -3.779554e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297517 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -37795912.000000 Penalty: 6293.484863
	Iteration 41Q: 3 clusters Score -3.779591e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298681 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -37796192.000000 Penalty: 6293.484863
	Iteration 42Q: 3 clusters Score -3.779619e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299831 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -37796468.000000 Penalty: 6293.484863
	Iteration 43Q: 3 clusters Score -3.779647e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300944 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -37796648.000000 Penalty: 6293.484863
	Iteration 44Q: 3 clusters Score -3.779665e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302028 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -37796704.000000 Penalty: 6293.484863
	Iteration 45Q: 3 clusters Score -3.77967e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303053 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -37796740.000000 Penalty: 6293.484863
	Iteration 46Q: 3 clusters Score -3.779674e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304052 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -37796916.000000 Penalty: 6293.484863
	Iteration 47Q: 3 clusters Score -3.779692e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305043 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -37797280.000000 Penalty: 6293.484863
	Iteration 48Q: 3 clusters Score -3.779728e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306004 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -37797348.000000 Penalty: 6293.484863
	Iteration 49Q: 3 clusters Score -3.779735e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306942 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -37797456.000000 Penalty: 6293.484863
	Iteration 50Q: 3 clusters Score -3.779746e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307894 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -37797392.000000 Penalty: 6293.484863
	Iteration 51Q: 3 clusters Score -3.779739e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308796 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -37797516.000000 Penalty: 6293.484863
	Iteration 52Q: 3 clusters Score -3.779752e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309645 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -37797324.000000 Penalty: 6293.484863
	Iteration 53Q: 3 clusters Score -3.779732e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310453 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -37797200.000000 Penalty: 6293.484863
	Iteration 54Q: 3 clusters Score -3.77972e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311233 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -37797128.000000 Penalty: 6293.484863
	Iteration 55Q: 3 clusters Score -3.779713e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311991 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -37797068.000000 Penalty: 6293.484863
	Iteration 56Q: 3 clusters Score -3.779707e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312690 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -37796940.000000 Penalty: 6293.484863
	Iteration 57Q: 3 clusters Score -3.779694e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313339 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -37796596.000000 Penalty: 6293.484863
	Iteration 58Q: 3 clusters Score -3.77966e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313940 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -37796220.000000 Penalty: 6293.484863
	Iteration 59Q: 3 clusters Score -3.779622e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314507 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -37796036.000000 Penalty: 6293.484863
	Iteration 60F: 3 clusters Score -3.779604e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315057 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -37795648.000000 Penalty: 6293.484863
	Iteration 61Q: 3 clusters Score -3.779565e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315557 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -37795460.000000 Penalty: 6293.484863
	Iteration 62Q: 3 clusters Score -3.779546e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316014 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -37795204.000000 Penalty: 6293.484863
	Iteration 63Q: 3 clusters Score -3.77952e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316422 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -37795060.000000 Penalty: 6293.484863
	Iteration 64Q: 3 clusters Score -3.779506e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316811 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -37794956.000000 Penalty: 6293.484863
	Iteration 65Q: 3 clusters Score -3.779496e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317133 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -37794744.000000 Penalty: 6293.484863
	Iteration 66Q: 3 clusters Score -3.779474e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317427 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -37794580.000000 Penalty: 6293.484863
	Iteration 67Q: 3 clusters Score -3.779458e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317711 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -37794416.000000 Penalty: 6293.484863
	Iteration 68Q: 3 clusters Score -3.779442e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317952 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -37794384.000000 Penalty: 6293.484863
	Iteration 69Q: 3 clusters Score -3.779438e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318165 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -37794256.000000 Penalty: 6293.484863
	Iteration 70Q: 3 clusters Score -3.779426e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318366 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -37794148.000000 Penalty: 6293.484863
	Iteration 71Q: 3 clusters Score -3.779415e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318560 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -37794080.000000 Penalty: 6293.484863
	Iteration 72Q: 3 clusters Score -3.779408e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318720 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -37793956.000000 Penalty: 6293.484863
	Iteration 73Q: 3 clusters Score -3.779396e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318869 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -37793876.000000 Penalty: 6293.484863
	Iteration 74Q: 3 clusters Score -3.779388e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319000 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -37793760.000000 Penalty: 6293.484863
	Iteration 75Q: 3 clusters Score -3.779376e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319118 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -37793684.000000 Penalty: 6293.484863
	Iteration 76Q: 3 clusters Score -3.779368e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319223 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -37793600.000000 Penalty: 6293.484863
	Iteration 77Q: 3 clusters Score -3.77936e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319312 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -37793520.000000 Penalty: 6293.484863
	Iteration 78Q: 3 clusters Score -3.779352e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319402 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -37793432.000000 Penalty: 6293.484863
	Iteration 79Q: 3 clusters Score -3.779343e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319479 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -37793372.000000 Penalty: 6293.484863
	Iteration 80F: 3 clusters Score -3.779337e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319548 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -37793328.000000 Penalty: 6293.484863
	Iteration 81Q: 3 clusters Score -3.779333e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319622 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -37793292.000000 Penalty: 6293.484863
	Iteration 82Q: 3 clusters Score -3.779329e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319692 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -37793280.000000 Penalty: 6293.484863
	Iteration 83Q: 3 clusters Score -3.779328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319762 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -37793216.000000 Penalty: 6293.484863
	Iteration 84Q: 3 clusters Score -3.779322e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319834 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -37793204.000000 Penalty: 6293.484863
	Iteration 85Q: 3 clusters Score -3.77932e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319916 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -37793176.000000 Penalty: 6293.484863
	Iteration 86Q: 3 clusters Score -3.779318e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319987 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -37793148.000000 Penalty: 6293.484863
	Iteration 87Q: 3 clusters Score -3.779315e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320056 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -37793088.000000 Penalty: 6293.484863
	Iteration 88Q: 3 clusters Score -3.779309e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320130 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -37793044.000000 Penalty: 6293.484863
	Iteration 89Q: 3 clusters Score -3.779304e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320193 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -37793044.000000 Penalty: 6293.484863
	Iteration 90Q: 3 clusters Score -3.779304e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320267 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -37792988.000000 Penalty: 6293.484863
	Iteration 91Q: 3 clusters Score -3.779299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320330 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -37792916.000000 Penalty: 6293.484863
	Iteration 92Q: 3 clusters Score -3.779292e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320407 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -37792808.000000 Penalty: 6293.484863
	Iteration 93Q: 3 clusters Score -3.779281e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320483 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -37792808.000000 Penalty: 6293.484863
	Iteration 94Q: 3 clusters Score -3.779281e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320571 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -37792728.000000 Penalty: 6293.484863
	Iteration 95Q: 3 clusters Score -3.779273e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320646 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -37792648.000000 Penalty: 6293.484863
	Iteration 96Q: 3 clusters Score -3.779265e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320696 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -37792632.000000 Penalty: 6293.484863
	Iteration 97Q: 3 clusters Score -3.779263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320742 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -37792588.000000 Penalty: 6293.484863
	Iteration 98Q: 3 clusters Score -3.779259e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320788 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -37792572.000000 Penalty: 6293.484863
	Iteration 99Q: 3 clusters Score -3.779257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320830 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -37792504.000000 Penalty: 6293.484863
	Iteration 100F: 3 clusters Score -3.77925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320867 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -37792508.000000 Penalty: 6293.484863
	Iteration 101Q: 3 clusters Score -3.779251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320903 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -37792468.000000 Penalty: 6293.484863
	Iteration 102Q: 3 clusters Score -3.779247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320929 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -37792440.000000 Penalty: 6293.484863
	Iteration 103Q: 3 clusters Score -3.779244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320952 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -37792412.000000 Penalty: 6293.484863
	Iteration 104Q: 3 clusters Score -3.779241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320974 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -37792400.000000 Penalty: 6293.484863
	Iteration 105Q: 3 clusters Score -3.77924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320990 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -37792372.000000 Penalty: 6293.484863
	Iteration 106Q: 3 clusters Score -3.779237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321002 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -37792380.000000 Penalty: 6293.484863
	Iteration 107Q: 3 clusters Score -3.779238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321012 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -37792380.000000 Penalty: 6293.484863
	Iteration 108Q: 3 clusters Score -3.779238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321018 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -37792360.000000 Penalty: 6293.484863
	Iteration 109Q: 3 clusters Score -3.779236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321026 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -37792344.000000 Penalty: 6293.484863
	Iteration 110Q: 3 clusters Score -3.779234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321035 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -37792320.000000 Penalty: 6293.484863
	Iteration 111Q: 3 clusters Score -3.779232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321046 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -37792340.000000 Penalty: 6293.484863
	Iteration 112Q: 3 clusters Score -3.779234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321061 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -37792288.000000 Penalty: 6293.484863
	Iteration 113Q: 3 clusters Score -3.779229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321072 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -37792280.000000 Penalty: 6293.484863
	Iteration 114Q: 3 clusters Score -3.779228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321080 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -37792280.000000 Penalty: 6293.484863
	Iteration 115Q: 3 clusters Score -3.779228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321087 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -37792244.000000 Penalty: 6293.484863
	Iteration 116Q: 3 clusters Score -3.779224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321100 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -37792236.000000 Penalty: 6293.484863
	Iteration 117Q: 3 clusters Score -3.779224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321110 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -37792232.000000 Penalty: 6293.484863
	Iteration 118Q: 3 clusters Score -3.779223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321118 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -37792212.000000 Penalty: 6293.484863
	Iteration 119Q: 3 clusters Score -3.779221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321126 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -37792180.000000 Penalty: 6293.484863
	Iteration 120F: 3 clusters Score -3.779218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321134 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -37792180.000000 Penalty: 6293.484863
	Iteration 121Q: 3 clusters Score -3.779218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321140 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -37792168.000000 Penalty: 6293.484863
	Iteration 122Q: 3 clusters Score -3.779217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321146 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -37792132.000000 Penalty: 6293.484863
	Iteration 123Q: 3 clusters Score -3.779213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321151 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -37792144.000000 Penalty: 6293.484863
	Iteration 124Q: 3 clusters Score -3.779214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321156 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -37792144.000000 Penalty: 6293.484863
	Iteration 125Q: 3 clusters Score -3.779214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321164 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -37792152.000000 Penalty: 6293.484863
	Iteration 126Q: 3 clusters Score -3.779215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321171 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -37792132.000000 Penalty: 6293.484863
	Iteration 127Q: 3 clusters Score -3.779213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321174 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -37792108.000000 Penalty: 6293.484863
	Iteration 128Q: 3 clusters Score -3.779211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321178 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -37792096.000000 Penalty: 6293.484863
	Iteration 129Q: 3 clusters Score -3.77921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321183 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -37792116.000000 Penalty: 6293.484863
	Iteration 130Q: 3 clusters Score -3.779212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321187 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -37792076.000000 Penalty: 6293.484863
	Iteration 131Q: 3 clusters Score -3.779208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321192 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -37792084.000000 Penalty: 6293.484863
	Iteration 132Q: 3 clusters Score -3.779208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321196 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -37792092.000000 Penalty: 6293.484863
	Iteration 133Q: 3 clusters Score -3.779209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321202 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -37792060.000000 Penalty: 6293.484863
	Iteration 134Q: 3 clusters Score -3.779206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321209 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -37792040.000000 Penalty: 6293.484863
	Iteration 135Q: 3 clusters Score -3.779204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321214 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -37792032.000000 Penalty: 6293.484863
	Iteration 136Q: 3 clusters Score -3.779203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321216 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -37792040.000000 Penalty: 6293.484863
	Iteration 137Q: 3 clusters Score -3.779204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321219 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -37792048.000000 Penalty: 6293.484863
	Iteration 138Q: 3 clusters Score -3.779205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321224 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -37792032.000000 Penalty: 6293.484863
	Iteration 139Q: 3 clusters Score -3.779203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321230 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -37792012.000000 Penalty: 6293.484863
	Iteration 140F: 3 clusters Score -3.779201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321235 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -37792024.000000 Penalty: 6293.484863
	Iteration 141Q: 3 clusters Score -3.779202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321241 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -37792004.000000 Penalty: 6293.484863
	Iteration 142Q: 3 clusters Score -3.7792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321248 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -37792004.000000 Penalty: 6293.484863
	Iteration 143Q: 3 clusters Score -3.7792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321257 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -37792024.000000 Penalty: 6293.484863
	Iteration 144Q: 3 clusters Score -3.779202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321262 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -37791996.000000 Penalty: 6293.484863
	Iteration 145Q: 3 clusters Score -3.7792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321272 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -37791984.000000 Penalty: 6293.484863
	Iteration 146Q: 3 clusters Score -3.779198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321284 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -37791972.000000 Penalty: 6293.484863
	Iteration 147Q: 3 clusters Score -3.779197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321292 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -37791968.000000 Penalty: 6293.484863
	Iteration 148Q: 3 clusters Score -3.779197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321301 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -37791964.000000 Penalty: 6293.484863
	Iteration 149Q: 3 clusters Score -3.779196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321314 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -37791948.000000 Penalty: 6293.484863
	Iteration 150Q: 3 clusters Score -3.779195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321330 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -37791944.000000 Penalty: 6293.484863
	Iteration 151Q: 3 clusters Score -3.779194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321346 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -37791936.000000 Penalty: 6293.484863
	Iteration 152Q: 3 clusters Score -3.779194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321359 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -37791908.000000 Penalty: 6293.484863
	Iteration 153Q: 3 clusters Score -3.779191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321369 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -37791904.000000 Penalty: 6293.484863
	Iteration 154Q: 3 clusters Score -3.77919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321376 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -37791900.000000 Penalty: 6293.484863
	Iteration 155Q: 3 clusters Score -3.77919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321385 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -37791872.000000 Penalty: 6293.484863
	Iteration 156Q: 3 clusters Score -3.779187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321394 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -37791840.000000 Penalty: 6293.484863
	Iteration 157Q: 3 clusters Score -3.779184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321398 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -37791848.000000 Penalty: 6293.484863
	Iteration 158Q: 3 clusters Score -3.779185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321403 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -37791872.000000 Penalty: 6293.484863
	Iteration 159Q: 3 clusters Score -3.779187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321406 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -37791856.000000 Penalty: 6293.484863
	Iteration 160F: 3 clusters Score -3.779186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321408 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -37791840.000000 Penalty: 6293.484863
	Iteration 161Q: 3 clusters Score -3.779184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321410 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -37791848.000000 Penalty: 6293.484863
	Iteration 162Q: 3 clusters Score -3.779185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321414 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -37791832.000000 Penalty: 6293.484863
	Iteration 163Q: 3 clusters Score -3.779183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321416 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -37791832.000000 Penalty: 6293.484863
	Iteration 164Q: 3 clusters Score -3.779183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321422 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -37791824.000000 Penalty: 6293.484863
	Iteration 165Q: 3 clusters Score -3.779182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321427 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -37791812.000000 Penalty: 6293.484863
	Iteration 166Q: 3 clusters Score -3.779181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321431 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -37791836.000000 Penalty: 6293.484863
	Iteration 167Q: 3 clusters Score -3.779184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321435 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -37791824.000000 Penalty: 6293.484863
	Iteration 168Q: 3 clusters Score -3.779182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321440 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -37791824.000000 Penalty: 6293.484863
	Iteration 169Q: 3 clusters Score -3.779182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321443 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -37791836.000000 Penalty: 6293.484863
	Iteration 170Q: 3 clusters Score -3.779184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321448 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -37791832.000000 Penalty: 6293.484863
	Iteration 171Q: 3 clusters Score -3.779183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321449 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -37791836.000000 Penalty: 6293.484863
	Iteration 172Q: 3 clusters Score -3.779184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321449 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -37791836.000000 Penalty: 6293.484863
	Iteration 173F: 3 clusters Score -3.779184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Entering Unmasked Estep 
Score: -183852080.000000 Penalty: 88612.250000
Splitting cluster 8 changes total score from -183829600.000000 to -183852080.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -257005.281250 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -257005.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -254233.046875 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -254233 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -256150.437500 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -256150.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -257541.796875 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -257541.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -258839.359375 Penalty: 3901.323730
	Iteration 3F: 3 clusters Score -258839.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -260523.125000 Penalty: 3901.323730
	Iteration 4F: 3 clusters Score -260523.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -261839.843750 Penalty: 3901.323730
	Iteration 5F: 3 clusters Score -261839.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -263402.593750 Penalty: 3901.323730
	Iteration 6Q: 3 clusters Score -263402.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -264652.656250 Penalty: 3901.323730
	Iteration 7Q: 3 clusters Score -264652.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -265885.375000 Penalty: 3901.323730
	Iteration 8Q: 3 clusters Score -265885.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -266970.062500 Penalty: 3901.323730
	Iteration 9Q: 3 clusters Score -266970.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -267558.156250 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -267558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267600.500000 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -267600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267600.500000 Penalty: 3901.323730
	Iteration 12F: 3 clusters Score -267600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 75436 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Entering Unmasked Estep 
Score: -183865216.000000 Penalty: 92156.742188
Splitting cluster 9 changes total score from -183829600.000000 to -183865216.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (8047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Entering Unmasked Estep 
Score: -939540.750000 Penalty: 2230.277588
	Iteration 0F: 2 clusters Score -939540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -933153.000000 Penalty: 4460.555176
	Iteration 0F: 3 clusters Score -933153 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -934867.750000 Penalty: 4460.555176
	Iteration 1F: 3 clusters Score -934867.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -935120.937500 Penalty: 4460.555176
	Iteration 2F: 3 clusters Score -935120.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -935297.375000 Penalty: 4460.555176
	Iteration 3Q: 3 clusters Score -935297.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -935445.812500 Penalty: 4460.555176
	Iteration 4Q: 3 clusters Score -935445.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -935560.125000 Penalty: 4460.555176
	Iteration 5Q: 3 clusters Score -935560.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -935666.625000 Penalty: 4460.555176
	Iteration 6Q: 3 clusters Score -935666.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -935760.437500 Penalty: 4460.555176
	Iteration 7Q: 3 clusters Score -935760.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -935853.875000 Penalty: 4460.555176
	Iteration 8Q: 3 clusters Score -935853.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -935949.375000 Penalty: 4460.555176
	Iteration 9Q: 3 clusters Score -935949.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -936079.750000 Penalty: 4460.555176
	Iteration 10Q: 3 clusters Score -936079.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -936219.750000 Penalty: 4460.555176
	Iteration 11Q: 3 clusters Score -936219.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -936359.687500 Penalty: 4460.555176
	Iteration 12Q: 3 clusters Score -936359.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -936505.062500 Penalty: 4460.555176
	Iteration 13Q: 3 clusters Score -936505.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -936660.562500 Penalty: 4460.555176
	Iteration 14Q: 3 clusters Score -936660.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -936804.375000 Penalty: 4460.555176
	Iteration 15Q: 3 clusters Score -936804.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -936928.875000 Penalty: 4460.555176
	Iteration 16Q: 3 clusters Score -936928.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -937057.062500 Penalty: 4460.555176
	Iteration 17Q: 3 clusters Score -937057.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -937173.750000 Penalty: 4460.555176
	Iteration 18Q: 3 clusters Score -937173.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -937254.937500 Penalty: 4460.555176
	Iteration 19Q: 3 clusters Score -937254.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -937306.937500 Penalty: 4460.555176
	Iteration 20F: 3 clusters Score -937306.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -937352.312500 Penalty: 4460.555176
	Iteration 21Q: 3 clusters Score -937352.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -937397.812500 Penalty: 4460.555176
	Iteration 22Q: 3 clusters Score -937397.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -937435.937500 Penalty: 4460.555176
	Iteration 23Q: 3 clusters Score -937435.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -937468.687500 Penalty: 4460.555176
	Iteration 24Q: 3 clusters Score -937468.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -937496.062500 Penalty: 4460.555176
	Iteration 25Q: 3 clusters Score -937496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -937520.375000 Penalty: 4460.555176
	Iteration 26Q: 3 clusters Score -937520.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -937529.875000 Penalty: 4460.555176
	Iteration 27Q: 3 clusters Score -937529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -937540.375000 Penalty: 4460.555176
	Iteration 28Q: 3 clusters Score -937540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -937547.937500 Penalty: 4460.555176
	Iteration 29Q: 3 clusters Score -937547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -937553.250000 Penalty: 4460.555176
	Iteration 30Q: 3 clusters Score -937553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -937563.125000 Penalty: 4460.555176
	Iteration 31Q: 3 clusters Score -937563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -937574.937500 Penalty: 4460.555176
	Iteration 32Q: 3 clusters Score -937574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -937581.812500 Penalty: 4460.555176
	Iteration 33Q: 3 clusters Score -937581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -937587.687500 Penalty: 4460.555176
	Iteration 34Q: 3 clusters Score -937587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -937588.312500 Penalty: 4460.555176
	Iteration 35Q: 3 clusters Score -937588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -937589.812500 Penalty: 4460.555176
	Iteration 36Q: 3 clusters Score -937589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -937598.750000 Penalty: 4460.555176
	Iteration 37Q: 3 clusters Score -937598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -937602.187500 Penalty: 4460.555176
	Iteration 38Q: 3 clusters Score -937602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -937607.375000 Penalty: 4460.555176
	Iteration 39Q: 3 clusters Score -937607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -937609.875000 Penalty: 4460.555176
	Iteration 40F: 3 clusters Score -937609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -937614.062500 Penalty: 4460.555176
	Iteration 41Q: 3 clusters Score -937614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -937618.875000 Penalty: 4460.555176
	Iteration 42Q: 3 clusters Score -937618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -937621.250000 Penalty: 4460.555176
	Iteration 43Q: 3 clusters Score -937621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -937624.062500 Penalty: 4460.555176
	Iteration 44Q: 3 clusters Score -937624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -937625.125000 Penalty: 4460.555176
	Iteration 45Q: 3 clusters Score -937625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -937627.437500 Penalty: 4460.555176
	Iteration 46Q: 3 clusters Score -937627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -937627.437500 Penalty: 4460.555176
	Iteration 47F: 3 clusters Score -937627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Entering Unmasked Estep 
Score: -20939394.000000 Penalty: 2998.456299
	Iteration 0F: 2 clusters Score -2.093939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -20821568.000000 Penalty: 5996.912598
	Iteration 0F: 3 clusters Score -2.082157e+07 nChanged 85227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -20871564.000000 Penalty: 5996.912598
	Iteration 1F: 3 clusters Score -2.087156e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -20873764.000000 Penalty: 5996.912598
	Iteration 2Q: 3 clusters Score -2.087376e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -20877294.000000 Penalty: 5996.912598
	Iteration 3Q: 3 clusters Score -2.087729e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -20882754.000000 Penalty: 5996.912598
	Iteration 4F: 3 clusters Score -2.088275e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -20890640.000000 Penalty: 5996.912598
	Iteration 5F: 3 clusters Score -2.089064e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -20901208.000000 Penalty: 5996.912598
	Iteration 6F: 3 clusters Score -2.090121e+07 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -20912286.000000 Penalty: 5996.912598
	Iteration 7F: 3 clusters Score -2.091229e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -20918840.000000 Penalty: 5996.912598
	Iteration 8F: 3 clusters Score -2.091884e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -20921098.000000 Penalty: 5996.912598
	Iteration 9Q: 3 clusters Score -2.09211e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -20922172.000000 Penalty: 5996.912598
	Iteration 10Q: 3 clusters Score -2.092217e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -20923120.000000 Penalty: 5996.912598
	Iteration 11Q: 3 clusters Score -2.092312e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 111593 members 
Entering Unmasked Estep 
Score: -20923720.000000 Penalty: 5996.912598
	Iteration 12Q: 3 clusters Score -2.092372e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -20924318.000000 Penalty: 5996.912598
	Iteration 13Q: 3 clusters Score -2.092432e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -20924852.000000 Penalty: 5996.912598
	Iteration 14Q: 3 clusters Score -2.092485e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 115939 members 
Entering Unmasked Estep 
Score: -20925456.000000 Penalty: 5996.912598
	Iteration 15Q: 3 clusters Score -2.092546e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -20925812.000000 Penalty: 5996.912598
	Iteration 16Q: 3 clusters Score -2.092581e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 118805 members 
Entering Unmasked Estep 
Score: -20926156.000000 Penalty: 5996.912598
	Iteration 17Q: 3 clusters Score -2.092616e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -20926544.000000 Penalty: 5996.912598
	Iteration 18Q: 3 clusters Score -2.092654e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -20926874.000000 Penalty: 5996.912598
	Iteration 19Q: 3 clusters Score -2.092687e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -20927134.000000 Penalty: 5996.912598
	Iteration 20F: 3 clusters Score -2.092713e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -20927318.000000 Penalty: 5996.912598
	Iteration 21Q: 3 clusters Score -2.092732e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 125989 members 
Entering Unmasked Estep 
Score: -20927592.000000 Penalty: 5996.912598
	Iteration 22Q: 3 clusters Score -2.092759e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 127478 members 
Entering Unmasked Estep 
Score: -20927864.000000 Penalty: 5996.912598
	Iteration 23Q: 3 clusters Score -2.092786e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -20928034.000000 Penalty: 5996.912598
	Iteration 24Q: 3 clusters Score -2.092803e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 130485 members 
Entering Unmasked Estep 
Score: -20928208.000000 Penalty: 5996.912598
	Iteration 25Q: 3 clusters Score -2.092821e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -20928514.000000 Penalty: 5996.912598
	Iteration 26Q: 3 clusters Score -2.092851e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 133603 members 
Entering Unmasked Estep 
Score: -20928880.000000 Penalty: 5996.912598
	Iteration 27Q: 3 clusters Score -2.092888e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 135191 members 
Entering Unmasked Estep 
Score: -20929208.000000 Penalty: 5996.912598
	Iteration 28Q: 3 clusters Score -2.092921e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 136770 members 
Entering Unmasked Estep 
Score: -20929664.000000 Penalty: 5996.912598
	Iteration 29Q: 3 clusters Score -2.092966e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -20929990.000000 Penalty: 5996.912598
	Iteration 30Q: 3 clusters Score -2.092999e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -20930256.000000 Penalty: 5996.912598
	Iteration 31Q: 3 clusters Score -2.093026e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 141557 members 
Entering Unmasked Estep 
Score: -20930690.000000 Penalty: 5996.912598
	Iteration 32Q: 3 clusters Score -2.093069e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 143115 members 
Entering Unmasked Estep 
Score: -20931024.000000 Penalty: 5996.912598
	Iteration 33Q: 3 clusters Score -2.093102e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -20931382.000000 Penalty: 5996.912598
	Iteration 34Q: 3 clusters Score -2.093138e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -20931770.000000 Penalty: 5996.912598
	Iteration 35Q: 3 clusters Score -2.093177e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 147899 members 
Entering Unmasked Estep 
Score: -20932114.000000 Penalty: 5996.912598
	Iteration 36Q: 3 clusters Score -2.093211e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -20932510.000000 Penalty: 5996.912598
	Iteration 37Q: 3 clusters Score -2.093251e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -20932898.000000 Penalty: 5996.912598
	Iteration 38Q: 3 clusters Score -2.09329e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -20933364.000000 Penalty: 5996.912598
	Iteration 39Q: 3 clusters Score -2.093336e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -20933890.000000 Penalty: 5996.912598
	Iteration 40F: 3 clusters Score -2.093389e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -20934296.000000 Penalty: 5996.912598
	Iteration 41Q: 3 clusters Score -2.09343e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 157628 members 
Entering Unmasked Estep 
Score: -20934730.000000 Penalty: 5996.912598
	Iteration 42Q: 3 clusters Score -2.093473e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -20935086.000000 Penalty: 5996.912598
	Iteration 43Q: 3 clusters Score -2.093509e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -20935614.000000 Penalty: 5996.912598
	Iteration 44Q: 3 clusters Score -2.093561e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -20935924.000000 Penalty: 5996.912598
	Iteration 45Q: 3 clusters Score -2.093592e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 164192 members 
Entering Unmasked Estep 
Score: -20936136.000000 Penalty: 5996.912598
	Iteration 46Q: 3 clusters Score -2.093614e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -20936290.000000 Penalty: 5996.912598
	Iteration 47Q: 3 clusters Score -2.093629e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 166923 members 
Entering Unmasked Estep 
Score: -20936450.000000 Penalty: 5996.912598
	Iteration 48Q: 3 clusters Score -2.093645e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 168138 members 
Entering Unmasked Estep 
Score: -20936756.000000 Penalty: 5996.912598
	Iteration 49Q: 3 clusters Score -2.093676e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -20936866.000000 Penalty: 5996.912598
	Iteration 50Q: 3 clusters Score -2.093687e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 170191 members 
Entering Unmasked Estep 
Score: -20936984.000000 Penalty: 5996.912598
	Iteration 51Q: 3 clusters Score -2.093698e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -20937158.000000 Penalty: 5996.912598
	Iteration 52Q: 3 clusters Score -2.093716e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 171835 members 
Entering Unmasked Estep 
Score: -20937280.000000 Penalty: 5996.912598
	Iteration 53Q: 3 clusters Score -2.093728e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -20937364.000000 Penalty: 5996.912598
	Iteration 54Q: 3 clusters Score -2.093736e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 173045 members 
Entering Unmasked Estep 
Score: -20937432.000000 Penalty: 5996.912598
	Iteration 55Q: 3 clusters Score -2.093743e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 173516 members 
Entering Unmasked Estep 
Score: -20937362.000000 Penalty: 5996.912598
	Iteration 56Q: 3 clusters Score -2.093736e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 173887 members 
Entering Unmasked Estep 
Score: -20937388.000000 Penalty: 5996.912598
	Iteration 57Q: 3 clusters Score -2.093739e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 174199 members 
Entering Unmasked Estep 
Score: -20937418.000000 Penalty: 5996.912598
	Iteration 58Q: 3 clusters Score -2.093742e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 174470 members 
Entering Unmasked Estep 
Score: -20937406.000000 Penalty: 5996.912598
	Iteration 59Q: 3 clusters Score -2.093741e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -20937416.000000 Penalty: 5996.912598
	Iteration 60F: 3 clusters Score -2.093742e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -20937446.000000 Penalty: 5996.912598
	Iteration 61Q: 3 clusters Score -2.093745e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -20937448.000000 Penalty: 5996.912598
	Iteration 62Q: 3 clusters Score -2.093745e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -20937456.000000 Penalty: 5996.912598
	Iteration 63Q: 3 clusters Score -2.093746e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -20937496.000000 Penalty: 5996.912598
	Iteration 64Q: 3 clusters Score -2.09375e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 175501 members 
Entering Unmasked Estep 
Score: -20937500.000000 Penalty: 5996.912598
	Iteration 65Q: 3 clusters Score -2.09375e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -20937492.000000 Penalty: 5996.912598
	Iteration 66Q: 3 clusters Score -2.093749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -20937470.000000 Penalty: 5996.912598
	Iteration 67Q: 3 clusters Score -2.093747e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -20937444.000000 Penalty: 5996.912598
	Iteration 68Q: 3 clusters Score -2.093744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 175871 members 
Entering Unmasked Estep 
Score: -20937440.000000 Penalty: 5996.912598
	Iteration 69Q: 3 clusters Score -2.093744e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 175935 members 
Entering Unmasked Estep 
Score: -20937434.000000 Penalty: 5996.912598
	Iteration 70Q: 3 clusters Score -2.093743e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 176003 members 
Entering Unmasked Estep 
Score: -20937438.000000 Penalty: 5996.912598
	Iteration 71Q: 3 clusters Score -2.093744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -20937392.000000 Penalty: 5996.912598
	Iteration 72Q: 3 clusters Score -2.093739e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -20937386.000000 Penalty: 5996.912598
	Iteration 73Q: 3 clusters Score -2.093739e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 176182 members 
Entering Unmasked Estep 
Score: -20937388.000000 Penalty: 5996.912598
	Iteration 74Q: 3 clusters Score -2.093739e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 176229 members 
Entering Unmasked Estep 
Score: -20937382.000000 Penalty: 5996.912598
	Iteration 75Q: 3 clusters Score -2.093738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 176268 members 
Entering Unmasked Estep 
Score: -20937386.000000 Penalty: 5996.912598
	Iteration 76Q: 3 clusters Score -2.093739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 176314 members 
Entering Unmasked Estep 
Score: -20937398.000000 Penalty: 5996.912598
	Iteration 77Q: 3 clusters Score -2.09374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 176348 members 
Entering Unmasked Estep 
Score: -20937412.000000 Penalty: 5996.912598
	Iteration 78Q: 3 clusters Score -2.093741e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -20937364.000000 Penalty: 5996.912598
	Iteration 79Q: 3 clusters Score -2.093736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 176417 members 
Entering Unmasked Estep 
Score: -20937376.000000 Penalty: 5996.912598
	Iteration 80F: 3 clusters Score -2.093738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -20937384.000000 Penalty: 5996.912598
	Iteration 81Q: 3 clusters Score -2.093738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 176471 members 
Entering Unmasked Estep 
Score: -20937404.000000 Penalty: 5996.912598
	Iteration 82Q: 3 clusters Score -2.09374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -20937404.000000 Penalty: 5996.912598
	Iteration 83Q: 3 clusters Score -2.09374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -20937394.000000 Penalty: 5996.912598
	Iteration 84Q: 3 clusters Score -2.093739e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -20937388.000000 Penalty: 5996.912598
	Iteration 85Q: 3 clusters Score -2.093739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -20937402.000000 Penalty: 5996.912598
	Iteration 86Q: 3 clusters Score -2.09374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 176600 members 
Entering Unmasked Estep 
Score: -20937398.000000 Penalty: 5996.912598
	Iteration 87Q: 3 clusters Score -2.09374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 176622 members 
Entering Unmasked Estep 
Score: -20937394.000000 Penalty: 5996.912598
	Iteration 88Q: 3 clusters Score -2.093739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -20937370.000000 Penalty: 5996.912598
	Iteration 89Q: 3 clusters Score -2.093737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 176650 members 
Entering Unmasked Estep 
Score: -20937394.000000 Penalty: 5996.912598
	Iteration 90Q: 3 clusters Score -2.093739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -20937400.000000 Penalty: 5996.912598
	Iteration 91Q: 3 clusters Score -2.09374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 176671 members 
Entering Unmasked Estep 
Score: -20937390.000000 Penalty: 5996.912598
	Iteration 92Q: 3 clusters Score -2.093739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 176680 members 
Entering Unmasked Estep 
Score: -20937430.000000 Penalty: 5996.912598
	Iteration 93Q: 3 clusters Score -2.093743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -20937414.000000 Penalty: 5996.912598
	Iteration 94Q: 3 clusters Score -2.093741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -20937430.000000 Penalty: 5996.912598
	Iteration 95Q: 3 clusters Score -2.093743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -20937418.000000 Penalty: 5996.912598
	Iteration 96Q: 3 clusters Score -2.093742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -20937428.000000 Penalty: 5996.912598
	Iteration 97Q: 3 clusters Score -2.093743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -20937416.000000 Penalty: 5996.912598
	Iteration 98Q: 3 clusters Score -2.093742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -20937410.000000 Penalty: 5996.912598
	Iteration 99Q: 3 clusters Score -2.093741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -20937406.000000 Penalty: 5996.912598
	Iteration 100F: 3 clusters Score -2.093741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 176709 members 
Entering Unmasked Estep 
Score: -20937392.000000 Penalty: 5996.912598
	Iteration 101Q: 3 clusters Score -2.093739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 176711 members 
Entering Unmasked Estep 
Score: -20937400.000000 Penalty: 5996.912598
	Iteration 102Q: 3 clusters Score -2.09374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 176712 members 
Entering Unmasked Estep 
Score: -20937400.000000 Penalty: 5996.912598
	Iteration 103Q: 3 clusters Score -2.09374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 176712 members 
Entering Unmasked Estep 
Score: -20937400.000000 Penalty: 5996.912598
	Iteration 104F: 3 clusters Score -2.09374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Entering Unmasked Estep 
Score: -3775919.750000 Penalty: 2570.649658
	Iteration 0F: 2 clusters Score -3775920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3754256.500000 Penalty: 5141.299316
	Iteration 0F: 3 clusters Score -3754256 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3761949.750000 Penalty: 5141.299316
	Iteration 1F: 3 clusters Score -3761950 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3762398.000000 Penalty: 5141.299316
	Iteration 2Q: 3 clusters Score -3762398 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3762754.500000 Penalty: 5141.299316
	Iteration 3Q: 3 clusters Score -3762754 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3763094.000000 Penalty: 5141.299316
	Iteration 4Q: 3 clusters Score -3763094 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3763376.000000 Penalty: 5141.299316
	Iteration 5Q: 3 clusters Score -3763376 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3763643.250000 Penalty: 5141.299316
	Iteration 6Q: 3 clusters Score -3763643 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3763902.500000 Penalty: 5141.299316
	Iteration 7Q: 3 clusters Score -3763902 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3764235.500000 Penalty: 5141.299316
	Iteration 8Q: 3 clusters Score -3764236 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3764684.000000 Penalty: 5141.299316
	Iteration 9Q: 3 clusters Score -3764684 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3765352.750000 Penalty: 5141.299316
	Iteration 10Q: 3 clusters Score -3765353 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3766317.750000 Penalty: 5141.299316
	Iteration 11F: 3 clusters Score -3766318 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3767570.750000 Penalty: 5141.299316
	Iteration 12F: 3 clusters Score -3767571 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3768992.750000 Penalty: 5141.299316
	Iteration 13F: 3 clusters Score -3768993 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3770321.750000 Penalty: 5141.299316
	Iteration 14F: 3 clusters Score -3770322 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3771200.500000 Penalty: 5141.299316
	Iteration 15Q: 3 clusters Score -3771200 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3771703.500000 Penalty: 5141.299316
	Iteration 16Q: 3 clusters Score -3771704 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3772023.500000 Penalty: 5141.299316
	Iteration 17Q: 3 clusters Score -3772024 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3772284.250000 Penalty: 5141.299316
	Iteration 18Q: 3 clusters Score -3772284 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3772487.750000 Penalty: 5141.299316
	Iteration 19Q: 3 clusters Score -3772488 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3772641.000000 Penalty: 5141.299316
	Iteration 20F: 3 clusters Score -3772641 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3772781.000000 Penalty: 5141.299316
	Iteration 21Q: 3 clusters Score -3772781 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3772909.500000 Penalty: 5141.299316
	Iteration 22Q: 3 clusters Score -3772910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3773022.250000 Penalty: 5141.299316
	Iteration 23Q: 3 clusters Score -3773022 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3773114.750000 Penalty: 5141.299316
	Iteration 24Q: 3 clusters Score -3773115 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3773219.250000 Penalty: 5141.299316
	Iteration 25Q: 3 clusters Score -3773219 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3773318.000000 Penalty: 5141.299316
	Iteration 26Q: 3 clusters Score -3773318 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3773384.250000 Penalty: 5141.299316
	Iteration 27Q: 3 clusters Score -3773384 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3773474.750000 Penalty: 5141.299316
	Iteration 28Q: 3 clusters Score -3773475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3773537.500000 Penalty: 5141.299316
	Iteration 29Q: 3 clusters Score -3773538 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3773601.750000 Penalty: 5141.299316
	Iteration 30Q: 3 clusters Score -3773602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3773662.000000 Penalty: 5141.299316
	Iteration 31Q: 3 clusters Score -3773662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3773736.250000 Penalty: 5141.299316
	Iteration 32Q: 3 clusters Score -3773736 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3773806.250000 Penalty: 5141.299316
	Iteration 33Q: 3 clusters Score -3773806 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3773889.500000 Penalty: 5141.299316
	Iteration 34Q: 3 clusters Score -3773890 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3773963.250000 Penalty: 5141.299316
	Iteration 35Q: 3 clusters Score -3773963 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3774033.750000 Penalty: 5141.299316
	Iteration 36Q: 3 clusters Score -3774034 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3774110.000000 Penalty: 5141.299316
	Iteration 37Q: 3 clusters Score -3774110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3774183.500000 Penalty: 5141.299316
	Iteration 38Q: 3 clusters Score -3774184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3774238.000000 Penalty: 5141.299316
	Iteration 39Q: 3 clusters Score -3774238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3774289.500000 Penalty: 5141.299316
	Iteration 40F: 3 clusters Score -3774290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3774327.250000 Penalty: 5141.299316
	Iteration 41Q: 3 clusters Score -3774327 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3774376.000000 Penalty: 5141.299316
	Iteration 42Q: 3 clusters Score -3774376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3774401.500000 Penalty: 5141.299316
	Iteration 43Q: 3 clusters Score -3774402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3774434.500000 Penalty: 5141.299316
	Iteration 44Q: 3 clusters Score -3774434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3774462.750000 Penalty: 5141.299316
	Iteration 45Q: 3 clusters Score -3774463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3774491.250000 Penalty: 5141.299316
	Iteration 46Q: 3 clusters Score -3774491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3774509.750000 Penalty: 5141.299316
	Iteration 47Q: 3 clusters Score -3774510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3774521.750000 Penalty: 5141.299316
	Iteration 48Q: 3 clusters Score -3774522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3774535.500000 Penalty: 5141.299316
	Iteration 49Q: 3 clusters Score -3774536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3774550.750000 Penalty: 5141.299316
	Iteration 50Q: 3 clusters Score -3774551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3774559.000000 Penalty: 5141.299316
	Iteration 51Q: 3 clusters Score -3774559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3774572.500000 Penalty: 5141.299316
	Iteration 52Q: 3 clusters Score -3774572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3774592.500000 Penalty: 5141.299316
	Iteration 53Q: 3 clusters Score -3774592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3774590.250000 Penalty: 5141.299316
	Iteration 54Q: 3 clusters Score -3774590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3774608.500000 Penalty: 5141.299316
	Iteration 55Q: 3 clusters Score -3774608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3774616.500000 Penalty: 5141.299316
	Iteration 56Q: 3 clusters Score -3774616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3774630.000000 Penalty: 5141.299316
	Iteration 57Q: 3 clusters Score -3774630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3774629.750000 Penalty: 5141.299316
	Iteration 58Q: 3 clusters Score -3774630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3774631.500000 Penalty: 5141.299316
	Iteration 59Q: 3 clusters Score -3774632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3774636.750000 Penalty: 5141.299316
	Iteration 60F: 3 clusters Score -3774637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3774653.750000 Penalty: 5141.299316
	Iteration 61Q: 3 clusters Score -3774654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3774665.000000 Penalty: 5141.299316
	Iteration 62Q: 3 clusters Score -3774665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3774667.000000 Penalty: 5141.299316
	Iteration 63Q: 3 clusters Score -3774667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3774674.750000 Penalty: 5141.299316
	Iteration 64Q: 3 clusters Score -3774675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3774695.250000 Penalty: 5141.299316
	Iteration 65Q: 3 clusters Score -3774695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3774701.750000 Penalty: 5141.299316
	Iteration 66Q: 3 clusters Score -3774702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3774711.000000 Penalty: 5141.299316
	Iteration 67Q: 3 clusters Score -3774711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3774715.500000 Penalty: 5141.299316
	Iteration 68Q: 3 clusters Score -3774716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3774722.250000 Penalty: 5141.299316
	Iteration 69Q: 3 clusters Score -3774722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3774723.250000 Penalty: 5141.299316
	Iteration 70Q: 3 clusters Score -3774723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3774733.250000 Penalty: 5141.299316
	Iteration 71Q: 3 clusters Score -3774733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3774736.750000 Penalty: 5141.299316
	Iteration 72Q: 3 clusters Score -3774737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3774741.750000 Penalty: 5141.299316
	Iteration 73Q: 3 clusters Score -3774742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3774742.250000 Penalty: 5141.299316
	Iteration 74Q: 3 clusters Score -3774742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3774744.000000 Penalty: 5141.299316
	Iteration 75Q: 3 clusters Score -3774744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3774751.500000 Penalty: 5141.299316
	Iteration 76Q: 3 clusters Score -3774752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3774749.500000 Penalty: 5141.299316
	Iteration 77Q: 3 clusters Score -3774750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3774755.000000 Penalty: 5141.299316
	Iteration 78Q: 3 clusters Score -3774755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3774758.250000 Penalty: 5141.299316
	Iteration 79Q: 3 clusters Score -3774758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3774760.500000 Penalty: 5141.299316
	Iteration 80F: 3 clusters Score -3774760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3774754.500000 Penalty: 5141.299316
	Iteration 81Q: 3 clusters Score -3774754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3774761.250000 Penalty: 5141.299316
	Iteration 82Q: 3 clusters Score -3774761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3774765.750000 Penalty: 5141.299316
	Iteration 83Q: 3 clusters Score -3774766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3774769.000000 Penalty: 5141.299316
	Iteration 84Q: 3 clusters Score -3774769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3774769.000000 Penalty: 5141.299316
	Iteration 85Q: 3 clusters Score -3774769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3774770.500000 Penalty: 5141.299316
	Iteration 86Q: 3 clusters Score -3774770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3774775.750000 Penalty: 5141.299316
	Iteration 87Q: 3 clusters Score -3774776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3774774.750000 Penalty: 5141.299316
	Iteration 88Q: 3 clusters Score -3774775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3774775.500000 Penalty: 5141.299316
	Iteration 89Q: 3 clusters Score -3774776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3774778.750000 Penalty: 5141.299316
	Iteration 90Q: 3 clusters Score -3774779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3774783.000000 Penalty: 5141.299316
	Iteration 91Q: 3 clusters Score -3774783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3774777.500000 Penalty: 5141.299316
	Iteration 92Q: 3 clusters Score -3774778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3774776.250000 Penalty: 5141.299316
	Iteration 93Q: 3 clusters Score -3774776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3774777.000000 Penalty: 5141.299316
	Iteration 94Q: 3 clusters Score -3774777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3774780.000000 Penalty: 5141.299316
	Iteration 95Q: 3 clusters Score -3774780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3774784.750000 Penalty: 5141.299316
	Iteration 96Q: 3 clusters Score -3774785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3774788.250000 Penalty: 5141.299316
	Iteration 97Q: 3 clusters Score -3774788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3774788.500000 Penalty: 5141.299316
	Iteration 98Q: 3 clusters Score -3774788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3774785.250000 Penalty: 5141.299316
	Iteration 99Q: 3 clusters Score -3774785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3774784.750000 Penalty: 5141.299316
	Iteration 100F: 3 clusters Score -3774785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3774786.250000 Penalty: 5141.299316
	Iteration 101Q: 3 clusters Score -3774786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3774792.500000 Penalty: 5141.299316
	Iteration 102Q: 3 clusters Score -3774792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3774790.000000 Penalty: 5141.299316
	Iteration 103Q: 3 clusters Score -3774790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3774790.000000 Penalty: 5141.299316
	Iteration 104F: 3 clusters Score -3774790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Entering Unmasked Estep 
Score: -8529481.000000 Penalty: 2785.297852
	Iteration 0F: 2 clusters Score -8529481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8478961.000000 Penalty: 5570.595703
	Iteration 0F: 3 clusters Score -8478961 nChanged 35222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -8498367.000000 Penalty: 5570.595703
	Iteration 1F: 3 clusters Score -8498367 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -8499026.000000 Penalty: 5570.595703
	Iteration 2Q: 3 clusters Score -8499026 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -8499699.000000 Penalty: 5570.595703
	Iteration 3Q: 3 clusters Score -8499699 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -8500666.000000 Penalty: 5570.595703
	Iteration 4Q: 3 clusters Score -8500666 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -8502396.000000 Penalty: 5570.595703
	Iteration 5Q: 3 clusters Score -8502396 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8505247.000000 Penalty: 5570.595703
	Iteration 6F: 3 clusters Score -8505247 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8509271.000000 Penalty: 5570.595703
	Iteration 7F: 3 clusters Score -8509271 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -8513824.000000 Penalty: 5570.595703
	Iteration 8F: 3 clusters Score -8513824 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -8517958.000000 Penalty: 5570.595703
	Iteration 9F: 3 clusters Score -8517958 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -8521184.000000 Penalty: 5570.595703
	Iteration 10F: 3 clusters Score -8521184 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -8523540.000000 Penalty: 5570.595703
	Iteration 11F: 3 clusters Score -8523540 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8525494.000000 Penalty: 5570.595703
	Iteration 12Q: 3 clusters Score -8525494 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -8527661.000000 Penalty: 5570.595703
	Iteration 13Q: 3 clusters Score -8527661 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -8530058.000000 Penalty: 5570.595703
	Iteration 14Q: 3 clusters Score -8530058 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8531347.000000 Penalty: 5570.595703
	Iteration 15Q: 3 clusters Score -8531347 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -8531769.000000 Penalty: 5570.595703
	Iteration 16Q: 3 clusters Score -8531769 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -8532061.000000 Penalty: 5570.595703
	Iteration 17Q: 3 clusters Score -8532061 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -8532179.000000 Penalty: 5570.595703
	Iteration 18Q: 3 clusters Score -8532179 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -8532237.000000 Penalty: 5570.595703
	Iteration 19Q: 3 clusters Score -8532237 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -8532298.000000 Penalty: 5570.595703
	Iteration 20F: 3 clusters Score -8532298 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8532326.000000 Penalty: 5570.595703
	Iteration 21Q: 3 clusters Score -8532326 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -8532362.000000 Penalty: 5570.595703
	Iteration 22Q: 3 clusters Score -8532362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -8532378.000000 Penalty: 5570.595703
	Iteration 23Q: 3 clusters Score -8532378 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -8532375.000000 Penalty: 5570.595703
	Iteration 24Q: 3 clusters Score -8532375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -8532399.000000 Penalty: 5570.595703
	Iteration 25Q: 3 clusters Score -8532399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -8532396.000000 Penalty: 5570.595703
	Iteration 26Q: 3 clusters Score -8532396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8532408.000000 Penalty: 5570.595703
	Iteration 27Q: 3 clusters Score -8532408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -8532395.000000 Penalty: 5570.595703
	Iteration 28Q: 3 clusters Score -8532395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -8532398.000000 Penalty: 5570.595703
	Iteration 29Q: 3 clusters Score -8532398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -8532400.000000 Penalty: 5570.595703
	Iteration 30Q: 3 clusters Score -8532400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8532405.000000 Penalty: 5570.595703
	Iteration 31Q: 3 clusters Score -8532405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -8532404.000000 Penalty: 5570.595703
	Iteration 32Q: 3 clusters Score -8532404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -8532396.000000 Penalty: 5570.595703
	Iteration 33Q: 3 clusters Score -8532396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8532411.000000 Penalty: 5570.595703
	Iteration 34Q: 3 clusters Score -8532411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -8532417.000000 Penalty: 5570.595703
	Iteration 35Q: 3 clusters Score -8532417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8532424.000000 Penalty: 5570.595703
	Iteration 36Q: 3 clusters Score -8532424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8532437.000000 Penalty: 5570.595703
	Iteration 37Q: 3 clusters Score -8532437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8532436.000000 Penalty: 5570.595703
	Iteration 38Q: 3 clusters Score -8532436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -8532436.000000 Penalty: 5570.595703
	Iteration 39Q: 3 clusters Score -8532436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8532441.000000 Penalty: 5570.595703
	Iteration 40F: 3 clusters Score -8532441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8532432.000000 Penalty: 5570.595703
	Iteration 41Q: 3 clusters Score -8532432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -8532435.000000 Penalty: 5570.595703
	Iteration 42Q: 3 clusters Score -8532435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -8532427.000000 Penalty: 5570.595703
	Iteration 43Q: 3 clusters Score -8532427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8532429.000000 Penalty: 5570.595703
	Iteration 44Q: 3 clusters Score -8532429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -8532427.000000 Penalty: 5570.595703
	Iteration 45Q: 3 clusters Score -8532427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8532424.000000 Penalty: 5570.595703
	Iteration 46Q: 3 clusters Score -8532424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -8532425.000000 Penalty: 5570.595703
	Iteration 47Q: 3 clusters Score -8532425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -8532428.000000 Penalty: 5570.595703
	Iteration 48Q: 3 clusters Score -8532428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -8532435.000000 Penalty: 5570.595703
	Iteration 49Q: 3 clusters Score -8532435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -8532436.000000 Penalty: 5570.595703
	Iteration 50Q: 3 clusters Score -8532436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8532433.000000 Penalty: 5570.595703
	Iteration 51Q: 3 clusters Score -8532433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -8532436.000000 Penalty: 5570.595703
	Iteration 52Q: 3 clusters Score -8532436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -8532436.000000 Penalty: 5570.595703
	Iteration 53F: 3 clusters Score -8532436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4985 members 
Entering Unmasked Estep 
Score: -183867200.000000 Penalty: 95701.226562
Splitting cluster 13 changes total score from -183829600.000000 to -183867200.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -639868.312500 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -639868.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -634734.062500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -634734.1 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -636250.000000 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -636250 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -636729.375000 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -636729.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -637062.125000 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -637062.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -637339.875000 Penalty: 4310.057617
	Iteration 4F: 3 clusters Score -637339.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -637515.750000 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -637515.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -637652.250000 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -637652.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -637755.625000 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -637755.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -637867.937500 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -637867.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -637976.812500 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -637976.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -638058.062500 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -638058.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -638135.875000 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -638135.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -638224.375000 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -638224.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -638290.375000 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -638290.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -638337.687500 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -638337.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -638373.687500 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -638373.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -638401.250000 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -638401.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -638417.437500 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -638417.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -638425.250000 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -638425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -638429.812500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -638429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -638433.625000 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -638433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -638436.500000 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -638436.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -638441.562500 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -638441.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -638446.062500 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -638446.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -638450.312500 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -638450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -638452.062500 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -638452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -638455.437500 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -638455.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -638459.875000 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -638459.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -638464.062500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -638464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -638465.312500 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -638465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -638465.812500 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -638465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -638466.562500 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -638466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -638466.375000 Penalty: 4310.057617
	Iteration 32Q: 3 clusters Score -638466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -638466.375000 Penalty: 4310.057617
	Iteration 33Q: 3 clusters Score -638466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -638466.375000 Penalty: 4310.057617
	Iteration 34F: 3 clusters Score -638466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -197868.062500 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -197868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -195407.531250 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -195407.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196880.078125 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -196880.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -198226.078125 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -198226.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -199263.375000 Penalty: 3762.802734
	Iteration 3F: 3 clusters Score -199263.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -199753.171875 Penalty: 3762.802734
	Iteration 4F: 3 clusters Score -199753.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -199968.312500 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -199968.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -200052.890625 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -200052.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -200079.093750 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -200079.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -200089.718750 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -200089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -200094.281250 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -200094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -200095.890625 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -200095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -200096.250000 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -200096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -200096.640625 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -200096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -200096.640625 Penalty: 3762.802734
	Iteration 13F: 3 clusters Score -200096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 1074 members 
Entering Unmasked Estep 
Score: -183867568.000000 Penalty: 99245.718750
Splitting cluster 16 changes total score from -183829600.000000 to -183867568.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (8691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Entering Unmasked Estep 
Score: -950815.187500 Penalty: 2249.370850
	Iteration 0F: 2 clusters Score -950815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -943958.062500 Penalty: 4498.741699
	Iteration 0F: 3 clusters Score -943958.1 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -946344.937500 Penalty: 4498.741699
	Iteration 1F: 3 clusters Score -946344.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -947022.437500 Penalty: 4498.741699
	Iteration 2F: 3 clusters Score -947022.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -947723.875000 Penalty: 4498.741699
	Iteration 3F: 3 clusters Score -947723.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -948427.750000 Penalty: 4498.741699
	Iteration 4F: 3 clusters Score -948427.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -949028.500000 Penalty: 4498.741699
	Iteration 5F: 3 clusters Score -949028.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -949447.625000 Penalty: 4498.741699
	Iteration 6F: 3 clusters Score -949447.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -949743.562500 Penalty: 4498.741699
	Iteration 7Q: 3 clusters Score -949743.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -949931.687500 Penalty: 4498.741699
	Iteration 8Q: 3 clusters Score -949931.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -950028.250000 Penalty: 4498.741699
	Iteration 9Q: 3 clusters Score -950028.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -950091.062500 Penalty: 4498.741699
	Iteration 10Q: 3 clusters Score -950091.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -950145.750000 Penalty: 4498.741699
	Iteration 11Q: 3 clusters Score -950145.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -950193.875000 Penalty: 4498.741699
	Iteration 12Q: 3 clusters Score -950193.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -950237.312500 Penalty: 4498.741699
	Iteration 13Q: 3 clusters Score -950237.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -950280.187500 Penalty: 4498.741699
	Iteration 14Q: 3 clusters Score -950280.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -950306.250000 Penalty: 4498.741699
	Iteration 15Q: 3 clusters Score -950306.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -950328.687500 Penalty: 4498.741699
	Iteration 16Q: 3 clusters Score -950328.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -950346.000000 Penalty: 4498.741699
	Iteration 17Q: 3 clusters Score -950346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -950367.937500 Penalty: 4498.741699
	Iteration 18Q: 3 clusters Score -950367.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -950393.437500 Penalty: 4498.741699
	Iteration 19Q: 3 clusters Score -950393.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -950433.312500 Penalty: 4498.741699
	Iteration 20F: 3 clusters Score -950433.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -950486.625000 Penalty: 4498.741699
	Iteration 21Q: 3 clusters Score -950486.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -950564.250000 Penalty: 4498.741699
	Iteration 22Q: 3 clusters Score -950564.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -950648.500000 Penalty: 4498.741699
	Iteration 23Q: 3 clusters Score -950648.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -950758.312500 Penalty: 4498.741699
	Iteration 24Q: 3 clusters Score -950758.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -950921.875000 Penalty: 4498.741699
	Iteration 25Q: 3 clusters Score -950921.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -951207.812500 Penalty: 4498.741699
	Iteration 26Q: 3 clusters Score -951207.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -951628.812500 Penalty: 4498.741699
	Iteration 27Q: 3 clusters Score -951628.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -951857.187500 Penalty: 4498.741699
	Iteration 28Q: 3 clusters Score -951857.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -951954.062500 Penalty: 4498.741699
	Iteration 29Q: 3 clusters Score -951954.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -952015.187500 Penalty: 4498.741699
	Iteration 30Q: 3 clusters Score -952015.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -952081.312500 Penalty: 4498.741699
	Iteration 31Q: 3 clusters Score -952081.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -952141.625000 Penalty: 4498.741699
	Iteration 32Q: 3 clusters Score -952141.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -952191.187500 Penalty: 4498.741699
	Iteration 33Q: 3 clusters Score -952191.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -952218.687500 Penalty: 4498.741699
	Iteration 34Q: 3 clusters Score -952218.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -952237.937500 Penalty: 4498.741699
	Iteration 35Q: 3 clusters Score -952237.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -952251.750000 Penalty: 4498.741699
	Iteration 36Q: 3 clusters Score -952251.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -952263.875000 Penalty: 4498.741699
	Iteration 37Q: 3 clusters Score -952263.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -952272.625000 Penalty: 4498.741699
	Iteration 38Q: 3 clusters Score -952272.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -952280.187500 Penalty: 4498.741699
	Iteration 39Q: 3 clusters Score -952280.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -952346.062500 Penalty: 4498.741699
	Iteration 40F: 3 clusters Score -952346.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -952409.187500 Penalty: 4498.741699
	Iteration 41Q: 3 clusters Score -952409.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -952465.062500 Penalty: 4498.741699
	Iteration 42Q: 3 clusters Score -952465.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -952523.250000 Penalty: 4498.741699
	Iteration 43Q: 3 clusters Score -952523.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -952572.750000 Penalty: 4498.741699
	Iteration 44Q: 3 clusters Score -952572.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -952604.125000 Penalty: 4498.741699
	Iteration 45Q: 3 clusters Score -952604.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -952633.062500 Penalty: 4498.741699
	Iteration 46Q: 3 clusters Score -952633.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -952645.875000 Penalty: 4498.741699
	Iteration 47Q: 3 clusters Score -952645.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -952651.375000 Penalty: 4498.741699
	Iteration 48Q: 3 clusters Score -952651.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -952659.000000 Penalty: 4498.741699
	Iteration 49Q: 3 clusters Score -952659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -952665.125000 Penalty: 4498.741699
	Iteration 50Q: 3 clusters Score -952665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -952669.312500 Penalty: 4498.741699
	Iteration 51Q: 3 clusters Score -952669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -952675.687500 Penalty: 4498.741699
	Iteration 52Q: 3 clusters Score -952675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -952675.687500 Penalty: 4498.741699
	Iteration 53Q: 3 clusters Score -952675.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -952676.187500 Penalty: 4498.741699
	Iteration 54Q: 3 clusters Score -952676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -952676.187500 Penalty: 4498.741699
	Iteration 55F: 3 clusters Score -952676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 200383 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 4657 members 
Entering Unmasked Estep 
Score: -183868640.000000 Penalty: 102790.210938
Splitting cluster 17 changes total score from -183829600.000000 to -183868640.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (44001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Entering Unmasked Estep 
Score: -5173085.000000 Penalty: 2651.608154
	Iteration 0F: 2 clusters Score -5173085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5143224.000000 Penalty: 5303.216309
	Iteration 0F: 3 clusters Score -5143224 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5154663.000000 Penalty: 5303.216309
	Iteration 1F: 3 clusters Score -5154663 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5155913.500000 Penalty: 5303.216309
	Iteration 2F: 3 clusters Score -5155914 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5157618.500000 Penalty: 5303.216309
	Iteration 3F: 3 clusters Score -5157618 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5159983.500000 Penalty: 5303.216309
	Iteration 4F: 3 clusters Score -5159984 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -5162854.500000 Penalty: 5303.216309
	Iteration 5F: 3 clusters Score -5162854 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5165814.500000 Penalty: 5303.216309
	Iteration 6F: 3 clusters Score -5165814 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5168116.500000 Penalty: 5303.216309
	Iteration 7F: 3 clusters Score -5168116 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -5169644.000000 Penalty: 5303.216309
	Iteration 8F: 3 clusters Score -5169644 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -5170570.500000 Penalty: 5303.216309
	Iteration 9Q: 3 clusters Score -5170570 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5171202.000000 Penalty: 5303.216309
	Iteration 10Q: 3 clusters Score -5171202 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5171608.000000 Penalty: 5303.216309
	Iteration 11Q: 3 clusters Score -5171608 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -5171882.500000 Penalty: 5303.216309
	Iteration 12Q: 3 clusters Score -5171882 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5172140.500000 Penalty: 5303.216309
	Iteration 13Q: 3 clusters Score -5172140 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5172280.500000 Penalty: 5303.216309
	Iteration 14Q: 3 clusters Score -5172280 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5172414.500000 Penalty: 5303.216309
	Iteration 15Q: 3 clusters Score -5172414 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5172495.500000 Penalty: 5303.216309
	Iteration 16Q: 3 clusters Score -5172496 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -5172559.500000 Penalty: 5303.216309
	Iteration 17Q: 3 clusters Score -5172560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5172599.000000 Penalty: 5303.216309
	Iteration 18Q: 3 clusters Score -5172599 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5172636.000000 Penalty: 5303.216309
	Iteration 19Q: 3 clusters Score -5172636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5172669.000000 Penalty: 5303.216309
	Iteration 20F: 3 clusters Score -5172669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -5172694.000000 Penalty: 5303.216309
	Iteration 21Q: 3 clusters Score -5172694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5172713.500000 Penalty: 5303.216309
	Iteration 22Q: 3 clusters Score -5172714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5172727.500000 Penalty: 5303.216309
	Iteration 23Q: 3 clusters Score -5172728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5172744.500000 Penalty: 5303.216309
	Iteration 24Q: 3 clusters Score -5172744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5172743.500000 Penalty: 5303.216309
	Iteration 25Q: 3 clusters Score -5172744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5172752.500000 Penalty: 5303.216309
	Iteration 26Q: 3 clusters Score -5172752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5172760.500000 Penalty: 5303.216309
	Iteration 27Q: 3 clusters Score -5172760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5172773.000000 Penalty: 5303.216309
	Iteration 28Q: 3 clusters Score -5172773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5172778.000000 Penalty: 5303.216309
	Iteration 29Q: 3 clusters Score -5172778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5172783.000000 Penalty: 5303.216309
	Iteration 30Q: 3 clusters Score -5172783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5172786.000000 Penalty: 5303.216309
	Iteration 31Q: 3 clusters Score -5172786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5172788.000000 Penalty: 5303.216309
	Iteration 32Q: 3 clusters Score -5172788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5172781.000000 Penalty: 5303.216309
	Iteration 33Q: 3 clusters Score -5172781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5172780.000000 Penalty: 5303.216309
	Iteration 34Q: 3 clusters Score -5172780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5172786.000000 Penalty: 5303.216309
	Iteration 35Q: 3 clusters Score -5172786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5172785.000000 Penalty: 5303.216309
	Iteration 36Q: 3 clusters Score -5172785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5172784.000000 Penalty: 5303.216309
	Iteration 37Q: 3 clusters Score -5172784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -5172784.000000 Penalty: 5303.216309
	Iteration 38Q: 3 clusters Score -5172784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5172780.500000 Penalty: 5303.216309
	Iteration 39Q: 3 clusters Score -5172780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5172787.500000 Penalty: 5303.216309
	Iteration 40F: 3 clusters Score -5172788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5172786.500000 Penalty: 5303.216309
	Iteration 41Q: 3 clusters Score -5172786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5172783.500000 Penalty: 5303.216309
	Iteration 42Q: 3 clusters Score -5172784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5172787.000000 Penalty: 5303.216309
	Iteration 43Q: 3 clusters Score -5172787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5172794.000000 Penalty: 5303.216309
	Iteration 44Q: 3 clusters Score -5172794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5172798.000000 Penalty: 5303.216309
	Iteration 45Q: 3 clusters Score -5172798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5172798.000000 Penalty: 5303.216309
	Iteration 46F: 3 clusters Score -5172798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200383 members 
Entering Unmasked Estep 
Score: -23543096.000000 Penalty: 3027.580566
	Iteration 0F: 2 clusters Score -2.35431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -23414562.000000 Penalty: 6055.161133
	Iteration 0F: 3 clusters Score -2.341456e+07 nChanged 96135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -23470328.000000 Penalty: 6055.161133
	Iteration 1F: 3 clusters Score -2.347033e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -23472142.000000 Penalty: 6055.161133
	Iteration 2Q: 3 clusters Score -2.347214e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -23474944.000000 Penalty: 6055.161133
	Iteration 3Q: 3 clusters Score -2.347494e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 114066 members 
Entering Unmasked Estep 
Score: -23479386.000000 Penalty: 6055.161133
	Iteration 4Q: 3 clusters Score -2.347939e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -23486388.000000 Penalty: 6055.161133
	Iteration 5F: 3 clusters Score -2.348639e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -23496230.000000 Penalty: 6055.161133
	Iteration 6F: 3 clusters Score -2.349623e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 131986 members 
Entering Unmasked Estep 
Score: -23508334.000000 Penalty: 6055.161133
	Iteration 7F: 3 clusters Score -2.350833e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -23519022.000000 Penalty: 6055.161133
	Iteration 8F: 3 clusters Score -2.351902e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 138389 members 
Entering Unmasked Estep 
Score: -23526572.000000 Penalty: 6055.161133
	Iteration 9F: 3 clusters Score -2.352657e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -23531556.000000 Penalty: 6055.161133
	Iteration 10Q: 3 clusters Score -2.353156e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 139831 members 
Entering Unmasked Estep 
Score: -23534414.000000 Penalty: 6055.161133
	Iteration 11Q: 3 clusters Score -2.353441e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 139975 members 
Entering Unmasked Estep 
Score: -23536804.000000 Penalty: 6055.161133
	Iteration 12Q: 3 clusters Score -2.35368e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 140101 members 
Entering Unmasked Estep 
Score: -23538800.000000 Penalty: 6055.161133
	Iteration 13Q: 3 clusters Score -2.35388e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -23540646.000000 Penalty: 6055.161133
	Iteration 14Q: 3 clusters Score -2.354065e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -23542390.000000 Penalty: 6055.161133
	Iteration 15Q: 3 clusters Score -2.354239e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -23543786.000000 Penalty: 6055.161133
	Iteration 16Q: 3 clusters Score -2.354379e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 141570 members 
Entering Unmasked Estep 
Score: -23544980.000000 Penalty: 6055.161133
	Iteration 17Q: 3 clusters Score -2.354498e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -23546196.000000 Penalty: 6055.161133
	Iteration 18Q: 3 clusters Score -2.35462e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -23547314.000000 Penalty: 6055.161133
	Iteration 19Q: 3 clusters Score -2.354731e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -23548720.000000 Penalty: 6055.161133
	Iteration 20F: 3 clusters Score -2.354872e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 146362 members 
Entering Unmasked Estep 
Score: -23549818.000000 Penalty: 6055.161133
	Iteration 21Q: 3 clusters Score -2.354982e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -23551240.000000 Penalty: 6055.161133
	Iteration 22Q: 3 clusters Score -2.355124e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 149678 members 
Entering Unmasked Estep 
Score: -23552204.000000 Penalty: 6055.161133
	Iteration 23Q: 3 clusters Score -2.35522e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -23552952.000000 Penalty: 6055.161133
	Iteration 24Q: 3 clusters Score -2.355295e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 152560 members 
Entering Unmasked Estep 
Score: -23553498.000000 Penalty: 6055.161133
	Iteration 25Q: 3 clusters Score -2.35535e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 153659 members 
Entering Unmasked Estep 
Score: -23553854.000000 Penalty: 6055.161133
	Iteration 26Q: 3 clusters Score -2.355385e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -23554044.000000 Penalty: 6055.161133
	Iteration 27Q: 3 clusters Score -2.355404e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -23554184.000000 Penalty: 6055.161133
	Iteration 28Q: 3 clusters Score -2.355418e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 156106 members 
Entering Unmasked Estep 
Score: -23554194.000000 Penalty: 6055.161133
	Iteration 29Q: 3 clusters Score -2.355419e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -23554238.000000 Penalty: 6055.161133
	Iteration 30Q: 3 clusters Score -2.355424e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -23554196.000000 Penalty: 6055.161133
	Iteration 31Q: 3 clusters Score -2.35542e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -23554280.000000 Penalty: 6055.161133
	Iteration 32Q: 3 clusters Score -2.355428e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -23554300.000000 Penalty: 6055.161133
	Iteration 33Q: 3 clusters Score -2.35543e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -23554310.000000 Penalty: 6055.161133
	Iteration 34Q: 3 clusters Score -2.355431e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 158419 members 
Entering Unmasked Estep 
Score: -23554276.000000 Penalty: 6055.161133
	Iteration 35Q: 3 clusters Score -2.355428e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -23554212.000000 Penalty: 6055.161133
	Iteration 36Q: 3 clusters Score -2.355421e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -23554220.000000 Penalty: 6055.161133
	Iteration 37Q: 3 clusters Score -2.355422e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -23554228.000000 Penalty: 6055.161133
	Iteration 38Q: 3 clusters Score -2.355423e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -23554216.000000 Penalty: 6055.161133
	Iteration 39Q: 3 clusters Score -2.355422e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -23554222.000000 Penalty: 6055.161133
	Iteration 40F: 3 clusters Score -2.355422e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -23554246.000000 Penalty: 6055.161133
	Iteration 41Q: 3 clusters Score -2.355425e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -23554264.000000 Penalty: 6055.161133
	Iteration 42Q: 3 clusters Score -2.355426e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -23554252.000000 Penalty: 6055.161133
	Iteration 43Q: 3 clusters Score -2.355425e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -23554238.000000 Penalty: 6055.161133
	Iteration 44Q: 3 clusters Score -2.355424e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -23554230.000000 Penalty: 6055.161133
	Iteration 45Q: 3 clusters Score -2.355423e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 159707 members 
Entering Unmasked Estep 
Score: -23554252.000000 Penalty: 6055.161133
	Iteration 46Q: 3 clusters Score -2.355425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 159757 members 
Entering Unmasked Estep 
Score: -23554252.000000 Penalty: 6055.161133
	Iteration 47Q: 3 clusters Score -2.355425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -23554226.000000 Penalty: 6055.161133
	Iteration 48Q: 3 clusters Score -2.355423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 159826 members 
Entering Unmasked Estep 
Score: -23554244.000000 Penalty: 6055.161133
	Iteration 49Q: 3 clusters Score -2.355424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -23554230.000000 Penalty: 6055.161133
	Iteration 50Q: 3 clusters Score -2.355423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 159886 members 
Entering Unmasked Estep 
Score: -23554232.000000 Penalty: 6055.161133
	Iteration 51Q: 3 clusters Score -2.355423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -23554242.000000 Penalty: 6055.161133
	Iteration 52Q: 3 clusters Score -2.355424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 159929 members 
Entering Unmasked Estep 
Score: -23554242.000000 Penalty: 6055.161133
	Iteration 53Q: 3 clusters Score -2.355424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
Score: -23554246.000000 Penalty: 6055.161133
	Iteration 54Q: 3 clusters Score -2.355425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -23554246.000000 Penalty: 6055.161133
	Iteration 55Q: 3 clusters Score -2.355425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -23554250.000000 Penalty: 6055.161133
	Iteration 56Q: 3 clusters Score -2.355425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -23554244.000000 Penalty: 6055.161133
	Iteration 57Q: 3 clusters Score -2.355424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -23554242.000000 Penalty: 6055.161133
	Iteration 58Q: 3 clusters Score -2.355424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 159994 members 
Entering Unmasked Estep 
Score: -23554262.000000 Penalty: 6055.161133
	Iteration 59Q: 3 clusters Score -2.355426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -23554250.000000 Penalty: 6055.161133
	Iteration 60F: 3 clusters Score -2.355425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -23554248.000000 Penalty: 6055.161133
	Iteration 61Q: 3 clusters Score -2.355425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -23554238.000000 Penalty: 6055.161133
	Iteration 62Q: 3 clusters Score -2.355424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 160023 members 
Entering Unmasked Estep 
Score: -23554238.000000 Penalty: 6055.161133
	Iteration 63Q: 3 clusters Score -2.355424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -23554250.000000 Penalty: 6055.161133
	Iteration 64Q: 3 clusters Score -2.355425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -23554248.000000 Penalty: 6055.161133
	Iteration 65Q: 3 clusters Score -2.355425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 160035 members 
Entering Unmasked Estep 
Score: -23554238.000000 Penalty: 6055.161133
	Iteration 66Q: 3 clusters Score -2.355424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 160042 members 
Entering Unmasked Estep 
Score: -23554240.000000 Penalty: 6055.161133
	Iteration 67Q: 3 clusters Score -2.355424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 160050 members 
Entering Unmasked Estep 
Score: -23554244.000000 Penalty: 6055.161133
	Iteration 68Q: 3 clusters Score -2.355424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 160057 members 
Entering Unmasked Estep 
Score: -23554232.000000 Penalty: 6055.161133
	Iteration 69Q: 3 clusters Score -2.355423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -23554234.000000 Penalty: 6055.161133
	Iteration 70Q: 3 clusters Score -2.355423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 160080 members 
Entering Unmasked Estep 
Score: -23554212.000000 Penalty: 6055.161133
	Iteration 71Q: 3 clusters Score -2.355421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 160099 members 
Entering Unmasked Estep 
Score: -23554228.000000 Penalty: 6055.161133
	Iteration 72Q: 3 clusters Score -2.355423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 160114 members 
Entering Unmasked Estep 
Score: -23554234.000000 Penalty: 6055.161133
	Iteration 73Q: 3 clusters Score -2.355423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -23554252.000000 Penalty: 6055.161133
	Iteration 74Q: 3 clusters Score -2.355425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -23554250.000000 Penalty: 6055.161133
	Iteration 75Q: 3 clusters Score -2.355425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -23554264.000000 Penalty: 6055.161133
	Iteration 76Q: 3 clusters Score -2.355426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -23554250.000000 Penalty: 6055.161133
	Iteration 77Q: 3 clusters Score -2.355425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -23554242.000000 Penalty: 6055.161133
	Iteration 78Q: 3 clusters Score -2.355424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 160164 members 
Entering Unmasked Estep 
Score: -23554242.000000 Penalty: 6055.161133
	Iteration 79Q: 3 clusters Score -2.355424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -23554232.000000 Penalty: 6055.161133
	Iteration 80F: 3 clusters Score -2.355423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -23554250.000000 Penalty: 6055.161133
	Iteration 81Q: 3 clusters Score -2.355425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -23554234.000000 Penalty: 6055.161133
	Iteration 82Q: 3 clusters Score -2.355423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 160188 members 
Entering Unmasked Estep 
Score: -23554228.000000 Penalty: 6055.161133
	Iteration 83Q: 3 clusters Score -2.355423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 160192 members 
Entering Unmasked Estep 
Score: -23554220.000000 Penalty: 6055.161133
	Iteration 84Q: 3 clusters Score -2.355422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 160195 members 
Entering Unmasked Estep 
Score: -23554228.000000 Penalty: 6055.161133
	Iteration 85Q: 3 clusters Score -2.355423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -23554232.000000 Penalty: 6055.161133
	Iteration 86Q: 3 clusters Score -2.355423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -23554236.000000 Penalty: 6055.161133
	Iteration 87Q: 3 clusters Score -2.355424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -23554218.000000 Penalty: 6055.161133
	Iteration 88Q: 3 clusters Score -2.355422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -23554232.000000 Penalty: 6055.161133
	Iteration 89Q: 3 clusters Score -2.355423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -23554226.000000 Penalty: 6055.161133
	Iteration 90Q: 3 clusters Score -2.355423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -23554226.000000 Penalty: 6055.161133
	Iteration 91F: 3 clusters Score -2.355423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 40171 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 4657 members 
Mstep: Class 30 contains 160212 members 
Entering Unmasked Estep 
Score: -183879024.000000 Penalty: 106334.703125
Splitting cluster 19 changes total score from -183829600.000000 to -183879024.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (26516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Entering Unmasked Estep 
Score: -3156983.750000 Penalty: 2526.004883
	Iteration 0F: 2 clusters Score -3156984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3138828.500000 Penalty: 5052.009766
	Iteration 0F: 3 clusters Score -3138828 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3145280.250000 Penalty: 5052.009766
	Iteration 1F: 3 clusters Score -3145280 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3145804.000000 Penalty: 5052.009766
	Iteration 2F: 3 clusters Score -3145804 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3146506.000000 Penalty: 5052.009766
	Iteration 3F: 3 clusters Score -3146506 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3147494.750000 Penalty: 5052.009766
	Iteration 4F: 3 clusters Score -3147495 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3148835.250000 Penalty: 5052.009766
	Iteration 5F: 3 clusters Score -3148835 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3150770.750000 Penalty: 5052.009766
	Iteration 6F: 3 clusters Score -3150771 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3153323.500000 Penalty: 5052.009766
	Iteration 7F: 3 clusters Score -3153324 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3155393.500000 Penalty: 5052.009766
	Iteration 8F: 3 clusters Score -3155394 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3156309.000000 Penalty: 5052.009766
	Iteration 9Q: 3 clusters Score -3156309 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3156727.500000 Penalty: 5052.009766
	Iteration 10Q: 3 clusters Score -3156728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3156882.500000 Penalty: 5052.009766
	Iteration 11Q: 3 clusters Score -3156882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3156963.500000 Penalty: 5052.009766
	Iteration 12Q: 3 clusters Score -3156964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3156997.500000 Penalty: 5052.009766
	Iteration 13Q: 3 clusters Score -3156998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3157027.750000 Penalty: 5052.009766
	Iteration 14Q: 3 clusters Score -3157028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3157040.500000 Penalty: 5052.009766
	Iteration 15Q: 3 clusters Score -3157040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3157050.000000 Penalty: 5052.009766
	Iteration 16Q: 3 clusters Score -3157050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3157053.750000 Penalty: 5052.009766
	Iteration 17Q: 3 clusters Score -3157054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3157055.250000 Penalty: 5052.009766
	Iteration 18Q: 3 clusters Score -3157055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3157052.500000 Penalty: 5052.009766
	Iteration 19Q: 3 clusters Score -3157052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3157052.500000 Penalty: 5052.009766
	Iteration 20F: 3 clusters Score -3157052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 40171 members 
Mstep: Class 20 contains 25824 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 4657 members 
Mstep: Class 30 contains 160212 members 
Mstep: Class 31 contains 692 members 
Entering Unmasked Estep 
Score: -183878960.000000 Penalty: 109879.187500
Splitting cluster 20 changes total score from -183829600.000000 to -183878960.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (15055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Entering Unmasked Estep 
Score: -1719976.625000 Penalty: 2385.627441
	Iteration 0F: 2 clusters Score -1719977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1709034.250000 Penalty: 4771.254883
	Iteration 0F: 3 clusters Score -1709034 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1712525.625000 Penalty: 4771.254883
	Iteration 1F: 3 clusters Score -1712526 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1712956.375000 Penalty: 4771.254883
	Iteration 2F: 3 clusters Score -1712956 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1713278.250000 Penalty: 4771.254883
	Iteration 3F: 3 clusters Score -1713278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1713530.500000 Penalty: 4771.254883
	Iteration 4Q: 3 clusters Score -1713530 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1713805.375000 Penalty: 4771.254883
	Iteration 5Q: 3 clusters Score -1713805 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1714150.125000 Penalty: 4771.254883
	Iteration 6Q: 3 clusters Score -1714150 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1714651.625000 Penalty: 4771.254883
	Iteration 7Q: 3 clusters Score -1714652 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1715292.125000 Penalty: 4771.254883
	Iteration 8F: 3 clusters Score -1715292 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1716011.500000 Penalty: 4771.254883
	Iteration 9F: 3 clusters Score -1716012 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1716771.625000 Penalty: 4771.254883
	Iteration 10F: 3 clusters Score -1716772 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1717494.875000 Penalty: 4771.254883
	Iteration 11Q: 3 clusters Score -1717495 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1718079.750000 Penalty: 4771.254883
	Iteration 12Q: 3 clusters Score -1718080 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1718632.375000 Penalty: 4771.254883
	Iteration 13Q: 3 clusters Score -1718632 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1719214.375000 Penalty: 4771.254883
	Iteration 14Q: 3 clusters Score -1719214 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1719668.375000 Penalty: 4771.254883
	Iteration 15Q: 3 clusters Score -1719668 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1719847.750000 Penalty: 4771.254883
	Iteration 16Q: 3 clusters Score -1719848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1719920.125000 Penalty: 4771.254883
	Iteration 17Q: 3 clusters Score -1719920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1719934.375000 Penalty: 4771.254883
	Iteration 18Q: 3 clusters Score -1719934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1719943.625000 Penalty: 4771.254883
	Iteration 19Q: 3 clusters Score -1719944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1719950.125000 Penalty: 4771.254883
	Iteration 20F: 3 clusters Score -1719950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1719966.500000 Penalty: 4771.254883
	Iteration 21Q: 3 clusters Score -1719966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1719971.000000 Penalty: 4771.254883
	Iteration 22Q: 3 clusters Score -1719971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1719972.375000 Penalty: 4771.254883
	Iteration 23Q: 3 clusters Score -1719972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1719973.500000 Penalty: 4771.254883
	Iteration 24Q: 3 clusters Score -1719974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1719973.250000 Penalty: 4771.254883
	Iteration 25Q: 3 clusters Score -1719973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1719977.125000 Penalty: 4771.254883
	Iteration 26Q: 3 clusters Score -1719977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1719978.000000 Penalty: 4771.254883
	Iteration 27Q: 3 clusters Score -1719978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1719980.125000 Penalty: 4771.254883
	Iteration 28Q: 3 clusters Score -1719980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1719979.500000 Penalty: 4771.254883
	Iteration 29Q: 3 clusters Score -1719980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1719975.625000 Penalty: 4771.254883
	Iteration 30Q: 3 clusters Score -1719976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1719977.250000 Penalty: 4771.254883
	Iteration 31Q: 3 clusters Score -1719977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1719978.500000 Penalty: 4771.254883
	Iteration 32Q: 3 clusters Score -1719978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1719978.125000 Penalty: 4771.254883
	Iteration 33Q: 3 clusters Score -1719978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1719978.125000 Penalty: 4771.254883
	Iteration 34F: 3 clusters Score -1719978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 40171 members 
Mstep: Class 20 contains 25824 members 
Mstep: Class 21 contains 12434 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 7304 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 4657 members 
Mstep: Class 30 contains 160212 members 
Mstep: Class 31 contains 692 members 
Mstep: Class 32 contains 2621 members 
Entering Unmasked Estep 
Score: -183876864.000000 Penalty: 113423.679688
Splitting cluster 21 changes total score from -183829600.000000 to -183876864.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 308784 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 5 contains 235172 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 321449 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8047 members 
Mstep: Class 11 contains 178180 members 
Mstep: Class 12 contains 31746 members 
Mstep: Class 13 contains 70451 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 40171 members 
Mstep: Class 20 contains 25824 members 
Mstep: Class 21 contains 12434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 3377.129639 but Gain 3544.492188
Score: -183893872.000000 Penalty: 109879.187500
Iteration 39Q: 32 clusters Score -1.838939e+08 nChanged 47273
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 310536 members 
Mstep: Class 2 contains 84630 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 9932 members 
Mstep: Class 5 contains 237624 members 
Mstep: Class 6 contains 20959 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 322349 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 178382 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 73189 members 
Mstep: Class 14 contains 5990 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1088 members 
Mstep: Class 17 contains 4127 members 
Mstep: Class 18 contains 44219 members 
Mstep: Class 19 contains 41976 members 
Mstep: Class 20 contains 26582 members 
Mstep: Class 21 contains 12487 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 5197 members 
Mstep: Class 28 contains 803 members 
Mstep: Class 29 contains 4170 members 
Mstep: Class 30 contains 150741 members 
Mstep: Class 31 contains 693 members 
Mstep: Class 32 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183908288.000000 Penalty: 109879.187500
Iteration 40F: 32 clusters Score -1.839083e+08 nChanged 34083
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 308866 members 
Mstep: Class 2 contains 84014 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 10762 members 
Mstep: Class 5 contains 238314 members 
Mstep: Class 6 contains 21489 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 320226 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 176765 members 
Mstep: Class 12 contains 32227 members 
Mstep: Class 13 contains 74046 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 4204 members 
Mstep: Class 18 contains 44188 members 
Mstep: Class 19 contains 43061 members 
Mstep: Class 20 contains 26991 members 
Mstep: Class 21 contains 12256 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 7292 members 
Mstep: Class 24 contains 14494 members 
Mstep: Class 26 contains 1584 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 748 members 
Mstep: Class 29 contains 4465 members 
Mstep: Class 30 contains 150605 members 
Mstep: Class 31 contains 782 members 
Mstep: Class 32 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183916496.000000 Penalty: 109879.187500
Iteration 41Q: 32 clusters Score -1.839165e+08 nChanged 24732
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 307466 members 
Mstep: Class 2 contains 83634 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 11615 members 
Mstep: Class 5 contains 238212 members 
Mstep: Class 6 contains 21920 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 319955 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 174656 members 
Mstep: Class 12 contains 32442 members 
Mstep: Class 13 contains 74485 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1197 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 44138 members 
Mstep: Class 19 contains 43951 members 
Mstep: Class 20 contains 27351 members 
Mstep: Class 21 contains 12173 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 7473 members 
Mstep: Class 24 contains 14912 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5503 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 150681 members 
Mstep: Class 31 contains 820 members 
Mstep: Class 32 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183922032.000000 Penalty: 109879.187500
Iteration 42Q: 32 clusters Score -1.83922e+08 nChanged 20063
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 306104 members 
Mstep: Class 2 contains 83423 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 12470 members 
Mstep: Class 5 contains 237662 members 
Mstep: Class 6 contains 22265 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 320402 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 172596 members 
Mstep: Class 12 contains 32779 members 
Mstep: Class 13 contains 74742 members 
Mstep: Class 14 contains 5856 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 44084 members 
Mstep: Class 19 contains 44628 members 
Mstep: Class 20 contains 27674 members 
Mstep: Class 21 contains 12154 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 15127 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5618 members 
Mstep: Class 28 contains 721 members 
Mstep: Class 29 contains 4658 members 
Mstep: Class 30 contains 150949 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183924784.000000 Penalty: 109879.187500
Iteration 43Q: 32 clusters Score -1.839248e+08 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 304673 members 
Mstep: Class 2 contains 83283 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 13327 members 
Mstep: Class 5 contains 236944 members 
Mstep: Class 6 contains 22601 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 321170 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7537 members 
Mstep: Class 11 contains 170579 members 
Mstep: Class 12 contains 33193 members 
Mstep: Class 13 contains 74860 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 44013 members 
Mstep: Class 19 contains 45182 members 
Mstep: Class 20 contains 27989 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 7772 members 
Mstep: Class 24 contains 15205 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 734 members 
Mstep: Class 29 contains 4711 members 
Mstep: Class 30 contains 151328 members 
Mstep: Class 31 contains 852 members 
Mstep: Class 32 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183926336.000000 Penalty: 109879.187500
Iteration 44Q: 32 clusters Score -1.839263e+08 nChanged 15912
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 303041 members 
Mstep: Class 2 contains 83192 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 236117 members 
Mstep: Class 6 contains 22910 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 322172 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7468 members 
Mstep: Class 11 contains 168637 members 
Mstep: Class 12 contains 33652 members 
Mstep: Class 13 contains 74991 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 43927 members 
Mstep: Class 19 contains 45715 members 
Mstep: Class 20 contains 28354 members 
Mstep: Class 21 contains 12196 members 
Mstep: Class 22 contains 5104 members 
Mstep: Class 23 contains 7896 members 
Mstep: Class 24 contains 15191 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5781 members 
Mstep: Class 28 contains 763 members 
Mstep: Class 29 contains 4750 members 
Mstep: Class 30 contains 151825 members 
Mstep: Class 31 contains 863 members 
Mstep: Class 32 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183926144.000000 Penalty: 109879.187500
Iteration 45Q: 32 clusters Score -1.839261e+08 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 301436 members 
Mstep: Class 2 contains 83126 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 15106 members 
Mstep: Class 5 contains 235307 members 
Mstep: Class 6 contains 23236 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 323011 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 166797 members 
Mstep: Class 12 contains 34149 members 
Mstep: Class 13 contains 75056 members 
Mstep: Class 14 contains 5830 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 43869 members 
Mstep: Class 19 contains 46202 members 
Mstep: Class 20 contains 28688 members 
Mstep: Class 21 contains 12228 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 15106 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5821 members 
Mstep: Class 28 contains 791 members 
Mstep: Class 29 contains 4782 members 
Mstep: Class 30 contains 152429 members 
Mstep: Class 31 contains 863 members 
Mstep: Class 32 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183925888.000000 Penalty: 109879.187500
Iteration 46Q: 32 clusters Score -1.839259e+08 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 299740 members 
Mstep: Class 2 contains 83055 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 16027 members 
Mstep: Class 5 contains 234603 members 
Mstep: Class 6 contains 23551 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 323710 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7321 members 
Mstep: Class 11 contains 165209 members 
Mstep: Class 12 contains 34670 members 
Mstep: Class 13 contains 75101 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 43808 members 
Mstep: Class 19 contains 46661 members 
Mstep: Class 20 contains 28982 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 5279 members 
Mstep: Class 23 contains 8079 members 
Mstep: Class 24 contains 14968 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5872 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 4802 members 
Mstep: Class 30 contains 153032 members 
Mstep: Class 31 contains 865 members 
Mstep: Class 32 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183925664.000000 Penalty: 109879.187500
Iteration 47Q: 32 clusters Score -1.839257e+08 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 297763 members 
Mstep: Class 2 contains 82998 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 17033 members 
Mstep: Class 5 contains 234039 members 
Mstep: Class 6 contains 23873 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 324222 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 163990 members 
Mstep: Class 12 contains 35166 members 
Mstep: Class 13 contains 75130 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1157 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 43721 members 
Mstep: Class 19 contains 47106 members 
Mstep: Class 20 contains 29240 members 
Mstep: Class 21 contains 12375 members 
Mstep: Class 22 contains 5355 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 14801 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 4818 members 
Mstep: Class 30 contains 153703 members 
Mstep: Class 31 contains 865 members 
Mstep: Class 32 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183925536.000000 Penalty: 109879.187500
Iteration 48Q: 32 clusters Score -1.839255e+08 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 295428 members 
Mstep: Class 2 contains 82975 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 18057 members 
Mstep: Class 5 contains 233525 members 
Mstep: Class 6 contains 24211 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 324775 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 163059 members 
Mstep: Class 12 contains 35701 members 
Mstep: Class 13 contains 75161 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 18 contains 43673 members 
Mstep: Class 19 contains 47490 members 
Mstep: Class 20 contains 29499 members 
Mstep: Class 21 contains 12472 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 14582 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 893 members 
Mstep: Class 29 contains 4819 members 
Mstep: Class 30 contains 154324 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183924640.000000 Penalty: 109879.187500
Iteration 49Q: 32 clusters Score -1.839246e+08 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 292715 members 
Mstep: Class 2 contains 82942 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 19198 members 
Mstep: Class 5 contains 233068 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 325102 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7146 members 
Mstep: Class 11 contains 162431 members 
Mstep: Class 12 contains 36269 members 
Mstep: Class 13 contains 75191 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1132 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 43635 members 
Mstep: Class 19 contains 47900 members 
Mstep: Class 20 contains 29770 members 
Mstep: Class 21 contains 12571 members 
Mstep: Class 22 contains 5484 members 
Mstep: Class 23 contains 8254 members 
Mstep: Class 24 contains 14342 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 4823 members 
Mstep: Class 30 contains 155034 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183924144.000000 Penalty: 109879.187500
Iteration 50Q: 32 clusters Score -1.839241e+08 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 289760 members 
Mstep: Class 2 contains 82906 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 20446 members 
Mstep: Class 5 contains 232650 members 
Mstep: Class 6 contains 24852 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 325189 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7104 members 
Mstep: Class 11 contains 161997 members 
Mstep: Class 12 contains 36871 members 
Mstep: Class 13 contains 75223 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1102 members 
Mstep: Class 17 contains 4413 members 
Mstep: Class 18 contains 43644 members 
Mstep: Class 19 contains 48279 members 
Mstep: Class 20 contains 30021 members 
Mstep: Class 21 contains 12665 members 
Mstep: Class 22 contains 5542 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 14120 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 979 members 
Mstep: Class 29 contains 4822 members 
Mstep: Class 30 contains 155872 members 
Mstep: Class 31 contains 889 members 
Mstep: Class 32 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183925328.000000 Penalty: 109879.187500
Iteration 51Q: 32 clusters Score -1.839253e+08 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 286865 members 
Mstep: Class 2 contains 82870 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 21735 members 
Mstep: Class 5 contains 232302 members 
Mstep: Class 6 contains 25135 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 325157 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7078 members 
Mstep: Class 11 contains 161615 members 
Mstep: Class 12 contains 37535 members 
Mstep: Class 13 contains 75269 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1077 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 18 contains 43623 members 
Mstep: Class 19 contains 48635 members 
Mstep: Class 20 contains 30273 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 8337 members 
Mstep: Class 24 contains 13916 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 4803 members 
Mstep: Class 30 contains 156582 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 4326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183926864.000000 Penalty: 109879.187500
Iteration 52Q: 32 clusters Score -1.839269e+08 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 283953 members 
Mstep: Class 2 contains 82829 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 23118 members 
Mstep: Class 5 contains 231947 members 
Mstep: Class 6 contains 25420 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 325052 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7074 members 
Mstep: Class 11 contains 161310 members 
Mstep: Class 12 contains 38199 members 
Mstep: Class 13 contains 75290 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 18 contains 43653 members 
Mstep: Class 19 contains 48946 members 
Mstep: Class 20 contains 30543 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 5639 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 4796 members 
Mstep: Class 30 contains 157223 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183928032.000000 Penalty: 109879.187500
Iteration 53Q: 32 clusters Score -1.83928e+08 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 281103 members 
Mstep: Class 2 contains 82778 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 24618 members 
Mstep: Class 5 contains 231569 members 
Mstep: Class 6 contains 25664 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 324997 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7086 members 
Mstep: Class 11 contains 160990 members 
Mstep: Class 12 contains 38894 members 
Mstep: Class 13 contains 75301 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1019 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 43682 members 
Mstep: Class 19 contains 49185 members 
Mstep: Class 20 contains 30795 members 
Mstep: Class 21 contains 13018 members 
Mstep: Class 22 contains 5687 members 
Mstep: Class 23 contains 8446 members 
Mstep: Class 24 contains 13429 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 4796 members 
Mstep: Class 30 contains 157779 members 
Mstep: Class 31 contains 901 members 
Mstep: Class 32 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183929584.000000 Penalty: 109879.187500
Iteration 54Q: 32 clusters Score -1.839296e+08 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 278220 members 
Mstep: Class 2 contains 82764 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 26149 members 
Mstep: Class 5 contains 231222 members 
Mstep: Class 6 contains 25909 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 324922 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 160754 members 
Mstep: Class 12 contains 39573 members 
Mstep: Class 13 contains 75294 members 
Mstep: Class 14 contains 5817 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 18 contains 43701 members 
Mstep: Class 19 contains 49401 members 
Mstep: Class 20 contains 31055 members 
Mstep: Class 21 contains 13127 members 
Mstep: Class 22 contains 5712 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 13188 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6136 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4781 members 
Mstep: Class 30 contains 158310 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183930496.000000 Penalty: 109879.187500
Iteration 55Q: 32 clusters Score -1.839305e+08 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 275391 members 
Mstep: Class 2 contains 82745 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 27631 members 
Mstep: Class 5 contains 230941 members 
Mstep: Class 6 contains 26146 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 324751 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 160523 members 
Mstep: Class 12 contains 40263 members 
Mstep: Class 13 contains 75297 members 
Mstep: Class 14 contains 5826 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 965 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 43736 members 
Mstep: Class 19 contains 49577 members 
Mstep: Class 20 contains 31268 members 
Mstep: Class 21 contains 13213 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 8541 members 
Mstep: Class 24 contains 12960 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 1273 members 
Mstep: Class 29 contains 4768 members 
Mstep: Class 30 contains 158923 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183931968.000000 Penalty: 109879.187500
Iteration 56Q: 32 clusters Score -1.83932e+08 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 272630 members 
Mstep: Class 2 contains 82729 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 29167 members 
Mstep: Class 5 contains 230520 members 
Mstep: Class 6 contains 26374 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 324589 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7105 members 
Mstep: Class 11 contains 160378 members 
Mstep: Class 12 contains 40927 members 
Mstep: Class 13 contains 75308 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 43791 members 
Mstep: Class 19 contains 49758 members 
Mstep: Class 20 contains 31522 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 5761 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 12726 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6183 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 159423 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183933152.000000 Penalty: 109879.187500
Iteration 57Q: 32 clusters Score -1.839332e+08 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 269907 members 
Mstep: Class 2 contains 82695 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 30715 members 
Mstep: Class 5 contains 229938 members 
Mstep: Class 6 contains 26528 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 324517 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7119 members 
Mstep: Class 11 contains 160257 members 
Mstep: Class 12 contains 41685 members 
Mstep: Class 13 contains 75339 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 43862 members 
Mstep: Class 19 contains 49928 members 
Mstep: Class 20 contains 31764 members 
Mstep: Class 21 contains 13416 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 8599 members 
Mstep: Class 24 contains 12530 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6199 members 
Mstep: Class 28 contains 1424 members 
Mstep: Class 29 contains 4725 members 
Mstep: Class 30 contains 159855 members 
Mstep: Class 31 contains 912 members 
Mstep: Class 32 contains 4863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183935088.000000 Penalty: 109879.187500
Iteration 58Q: 32 clusters Score -1.839351e+08 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 267295 members 
Mstep: Class 2 contains 82681 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 32287 members 
Mstep: Class 5 contains 229220 members 
Mstep: Class 6 contains 26683 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 324416 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 42484 members 
Mstep: Class 13 contains 75356 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 43941 members 
Mstep: Class 19 contains 50111 members 
Mstep: Class 20 contains 31970 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 8630 members 
Mstep: Class 24 contains 12362 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6213 members 
Mstep: Class 28 contains 1483 members 
Mstep: Class 29 contains 4702 members 
Mstep: Class 30 contains 160270 members 
Mstep: Class 31 contains 914 members 
Mstep: Class 32 contains 4948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183936336.000000 Penalty: 109879.187500
Iteration 59Q: 32 clusters Score -1.839363e+08 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 264857 members 
Mstep: Class 2 contains 82659 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 33790 members 
Mstep: Class 5 contains 228637 members 
Mstep: Class 6 contains 26815 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 324270 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 159969 members 
Mstep: Class 12 contains 43324 members 
Mstep: Class 13 contains 75380 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 44007 members 
Mstep: Class 19 contains 50300 members 
Mstep: Class 20 contains 32138 members 
Mstep: Class 21 contains 13581 members 
Mstep: Class 22 contains 5842 members 
Mstep: Class 23 contains 8657 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6221 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 160664 members 
Mstep: Class 31 contains 914 members 
Mstep: Class 32 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183937328.000000 Penalty: 109879.187500
Iteration 60F: 32 clusters Score -1.839373e+08 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 262154 members 
Mstep: Class 2 contains 82642 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 35620 members 
Mstep: Class 5 contains 228021 members 
Mstep: Class 6 contains 26929 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 324172 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 159776 members 
Mstep: Class 12 contains 44167 members 
Mstep: Class 13 contains 75399 members 
Mstep: Class 14 contains 5820 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 44055 members 
Mstep: Class 19 contains 50441 members 
Mstep: Class 20 contains 32341 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 8683 members 
Mstep: Class 24 contains 12006 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6232 members 
Mstep: Class 28 contains 1585 members 
Mstep: Class 29 contains 4688 members 
Mstep: Class 30 contains 161015 members 
Mstep: Class 31 contains 919 members 
Mstep: Class 32 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183938784.000000 Penalty: 109879.187500
Iteration 61Q: 32 clusters Score -1.839388e+08 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 259347 members 
Mstep: Class 2 contains 82610 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 37507 members 
Mstep: Class 5 contains 227350 members 
Mstep: Class 6 contains 27039 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 324085 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 159705 members 
Mstep: Class 12 contains 44993 members 
Mstep: Class 13 contains 75427 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 4383 members 
Mstep: Class 18 contains 44127 members 
Mstep: Class 19 contains 50555 members 
Mstep: Class 20 contains 32538 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 8699 members 
Mstep: Class 24 contains 11849 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6240 members 
Mstep: Class 28 contains 1626 members 
Mstep: Class 29 contains 4687 members 
Mstep: Class 30 contains 161340 members 
Mstep: Class 31 contains 929 members 
Mstep: Class 32 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183939792.000000 Penalty: 109879.187500
Iteration 62Q: 32 clusters Score -1.839398e+08 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 256602 members 
Mstep: Class 2 contains 82596 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 39390 members 
Mstep: Class 5 contains 226659 members 
Mstep: Class 6 contains 27184 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 323889 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7173 members 
Mstep: Class 11 contains 159527 members 
Mstep: Class 12 contains 45911 members 
Mstep: Class 13 contains 75449 members 
Mstep: Class 14 contains 5820 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 18 contains 44225 members 
Mstep: Class 19 contains 50680 members 
Mstep: Class 20 contains 32737 members 
Mstep: Class 21 contains 13782 members 
Mstep: Class 22 contains 5846 members 
Mstep: Class 23 contains 8703 members 
Mstep: Class 24 contains 11707 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 4683 members 
Mstep: Class 30 contains 161663 members 
Mstep: Class 31 contains 938 members 
Mstep: Class 32 contains 5332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183940768.000000 Penalty: 109879.187500
Iteration 63Q: 32 clusters Score -1.839408e+08 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 253851 members 
Mstep: Class 2 contains 82585 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 41230 members 
Mstep: Class 5 contains 225846 members 
Mstep: Class 6 contains 27326 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 323826 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 159371 members 
Mstep: Class 12 contains 46811 members 
Mstep: Class 13 contains 75474 members 
Mstep: Class 14 contains 5827 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 50793 members 
Mstep: Class 20 contains 32922 members 
Mstep: Class 21 contains 13871 members 
Mstep: Class 22 contains 5830 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 1692 members 
Mstep: Class 29 contains 4675 members 
Mstep: Class 30 contains 162000 members 
Mstep: Class 31 contains 941 members 
Mstep: Class 32 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183942160.000000 Penalty: 109879.187500
Iteration 64Q: 32 clusters Score -1.839422e+08 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 251298 members 
Mstep: Class 2 contains 82585 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 43066 members 
Mstep: Class 5 contains 224958 members 
Mstep: Class 6 contains 27442 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 323677 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 159252 members 
Mstep: Class 12 contains 47686 members 
Mstep: Class 13 contains 75485 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 4381 members 
Mstep: Class 18 contains 44456 members 
Mstep: Class 19 contains 50927 members 
Mstep: Class 20 contains 33084 members 
Mstep: Class 21 contains 13957 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 8723 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6275 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 4664 members 
Mstep: Class 30 contains 162267 members 
Mstep: Class 31 contains 948 members 
Mstep: Class 32 contains 5586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183942960.000000 Penalty: 109879.187500
Iteration 65Q: 32 clusters Score -1.83943e+08 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 248834 members 
Mstep: Class 2 contains 82592 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 224045 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 323544 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 159141 members 
Mstep: Class 12 contains 48605 members 
Mstep: Class 13 contains 75493 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 18 contains 44574 members 
Mstep: Class 19 contains 51029 members 
Mstep: Class 20 contains 33230 members 
Mstep: Class 21 contains 14054 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 8729 members 
Mstep: Class 24 contains 11380 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 4666 members 
Mstep: Class 30 contains 162531 members 
Mstep: Class 31 contains 952 members 
Mstep: Class 32 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183944160.000000 Penalty: 109879.187500
Iteration 66Q: 32 clusters Score -1.839442e+08 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 246542 members 
Mstep: Class 2 contains 82584 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 46531 members 
Mstep: Class 5 contains 223025 members 
Mstep: Class 6 contains 27654 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 323378 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 159069 members 
Mstep: Class 12 contains 49569 members 
Mstep: Class 13 contains 75480 members 
Mstep: Class 14 contains 5832 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 44679 members 
Mstep: Class 19 contains 51103 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 14141 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 8736 members 
Mstep: Class 24 contains 11321 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 1766 members 
Mstep: Class 29 contains 4663 members 
Mstep: Class 30 contains 162730 members 
Mstep: Class 31 contains 955 members 
Mstep: Class 32 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183944496.000000 Penalty: 109879.187500
Iteration 67Q: 32 clusters Score -1.839445e+08 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 244307 members 
Mstep: Class 2 contains 82578 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 48245 members 
Mstep: Class 5 contains 221988 members 
Mstep: Class 6 contains 27768 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 323281 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7298 members 
Mstep: Class 11 contains 158907 members 
Mstep: Class 12 contains 50554 members 
Mstep: Class 13 contains 75440 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4374 members 
Mstep: Class 18 contains 44775 members 
Mstep: Class 19 contains 51210 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 14210 members 
Mstep: Class 22 contains 5771 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6304 members 
Mstep: Class 28 contains 1783 members 
Mstep: Class 29 contains 4664 members 
Mstep: Class 30 contains 162918 members 
Mstep: Class 31 contains 957 members 
Mstep: Class 32 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183945488.000000 Penalty: 109879.187500
Iteration 68Q: 32 clusters Score -1.839455e+08 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 242297 members 
Mstep: Class 2 contains 82566 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 49878 members 
Mstep: Class 5 contains 220965 members 
Mstep: Class 6 contains 27902 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 323154 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7332 members 
Mstep: Class 11 contains 158689 members 
Mstep: Class 12 contains 51520 members 
Mstep: Class 13 contains 75395 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 4369 members 
Mstep: Class 18 contains 44858 members 
Mstep: Class 19 contains 51295 members 
Mstep: Class 20 contains 33745 members 
Mstep: Class 21 contains 14266 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 11170 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 4672 members 
Mstep: Class 30 contains 163079 members 
Mstep: Class 31 contains 964 members 
Mstep: Class 32 contains 6239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183946064.000000 Penalty: 109879.187500
Iteration 69Q: 32 clusters Score -1.839461e+08 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 240511 members 
Mstep: Class 2 contains 82547 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 51410 members 
Mstep: Class 5 contains 219903 members 
Mstep: Class 6 contains 28041 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 322883 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7361 members 
Mstep: Class 11 contains 158596 members 
Mstep: Class 12 contains 52469 members 
Mstep: Class 13 contains 75365 members 
Mstep: Class 14 contains 5858 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 44968 members 
Mstep: Class 19 contains 51368 members 
Mstep: Class 20 contains 33900 members 
Mstep: Class 21 contains 14327 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 8742 members 
Mstep: Class 24 contains 11114 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6320 members 
Mstep: Class 28 contains 1805 members 
Mstep: Class 29 contains 4676 members 
Mstep: Class 30 contains 163150 members 
Mstep: Class 31 contains 970 members 
Mstep: Class 32 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183947648.000000 Penalty: 109879.187500
Iteration 70Q: 32 clusters Score -1.839476e+08 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 238780 members 
Mstep: Class 2 contains 82517 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 52897 members 
Mstep: Class 5 contains 218741 members 
Mstep: Class 6 contains 28151 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 322756 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 158416 members 
Mstep: Class 12 contains 53425 members 
Mstep: Class 13 contains 75395 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4370 members 
Mstep: Class 18 contains 45066 members 
Mstep: Class 19 contains 51435 members 
Mstep: Class 20 contains 34055 members 
Mstep: Class 21 contains 14387 members 
Mstep: Class 22 contains 5673 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 11064 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 1817 members 
Mstep: Class 29 contains 4664 members 
Mstep: Class 30 contains 163233 members 
Mstep: Class 31 contains 968 members 
Mstep: Class 32 contains 6646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183948512.000000 Penalty: 109879.187500
Iteration 71Q: 32 clusters Score -1.839485e+08 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 237238 members 
Mstep: Class 2 contains 82497 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 54250 members 
Mstep: Class 5 contains 217557 members 
Mstep: Class 6 contains 28266 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 322542 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 11 contains 158232 members 
Mstep: Class 12 contains 54428 members 
Mstep: Class 13 contains 75404 members 
Mstep: Class 14 contains 5848 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 45184 members 
Mstep: Class 19 contains 51497 members 
Mstep: Class 20 contains 34200 members 
Mstep: Class 21 contains 14447 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6334 members 
Mstep: Class 28 contains 1827 members 
Mstep: Class 29 contains 4664 members 
Mstep: Class 30 contains 163291 members 
Mstep: Class 31 contains 968 members 
Mstep: Class 32 contains 6874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183949552.000000 Penalty: 109879.187500
Iteration 72Q: 32 clusters Score -1.839496e+08 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 235833 members 
Mstep: Class 2 contains 82480 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 55550 members 
Mstep: Class 5 contains 216222 members 
Mstep: Class 6 contains 28368 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 322318 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7537 members 
Mstep: Class 11 contains 158170 members 
Mstep: Class 12 contains 55415 members 
Mstep: Class 13 contains 75432 members 
Mstep: Class 14 contains 5862 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 45284 members 
Mstep: Class 19 contains 51547 members 
Mstep: Class 20 contains 34341 members 
Mstep: Class 21 contains 14499 members 
Mstep: Class 22 contains 5583 members 
Mstep: Class 23 contains 8733 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6341 members 
Mstep: Class 28 contains 1838 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163343 members 
Mstep: Class 31 contains 973 members 
Mstep: Class 32 contains 7102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183950304.000000 Penalty: 109879.187500
Iteration 73Q: 32 clusters Score -1.839503e+08 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 234456 members 
Mstep: Class 2 contains 82481 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 56825 members 
Mstep: Class 5 contains 214893 members 
Mstep: Class 6 contains 28457 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 322087 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 158071 members 
Mstep: Class 12 contains 56406 members 
Mstep: Class 13 contains 75448 members 
Mstep: Class 14 contains 5882 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 45389 members 
Mstep: Class 19 contains 51594 members 
Mstep: Class 20 contains 34492 members 
Mstep: Class 21 contains 14571 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 8723 members 
Mstep: Class 24 contains 10949 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 1845 members 
Mstep: Class 29 contains 4654 members 
Mstep: Class 30 contains 163359 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183951600.000000 Penalty: 109879.187500
Iteration 74Q: 32 clusters Score -1.839516e+08 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 233152 members 
Mstep: Class 2 contains 82468 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 58056 members 
Mstep: Class 5 contains 213613 members 
Mstep: Class 6 contains 28514 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 321891 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 157959 members 
Mstep: Class 12 contains 57357 members 
Mstep: Class 13 contains 75432 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 4363 members 
Mstep: Class 18 contains 45519 members 
Mstep: Class 19 contains 51643 members 
Mstep: Class 20 contains 34627 members 
Mstep: Class 21 contains 14655 members 
Mstep: Class 22 contains 5511 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 10918 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6372 members 
Mstep: Class 28 contains 1854 members 
Mstep: Class 29 contains 4652 members 
Mstep: Class 30 contains 163344 members 
Mstep: Class 31 contains 978 members 
Mstep: Class 32 contains 7648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183953120.000000 Penalty: 109879.187500
Iteration 75Q: 32 clusters Score -1.839531e+08 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 231915 members 
Mstep: Class 2 contains 82469 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 59260 members 
Mstep: Class 5 contains 212334 members 
Mstep: Class 6 contains 28579 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 321603 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 157777 members 
Mstep: Class 12 contains 58340 members 
Mstep: Class 13 contains 75445 members 
Mstep: Class 14 contains 5920 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 45629 members 
Mstep: Class 19 contains 51688 members 
Mstep: Class 20 contains 34764 members 
Mstep: Class 21 contains 14712 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 10877 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 1861 members 
Mstep: Class 29 contains 4656 members 
Mstep: Class 30 contains 163379 members 
Mstep: Class 31 contains 980 members 
Mstep: Class 32 contains 7949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183954016.000000 Penalty: 109879.187500
Iteration 76Q: 32 clusters Score -1.83954e+08 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 230715 members 
Mstep: Class 2 contains 82461 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 60445 members 
Mstep: Class 5 contains 211009 members 
Mstep: Class 6 contains 28643 members 
Mstep: Class 7 contains 1935 members 
Mstep: Class 8 contains 321260 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7824 members 
Mstep: Class 11 contains 157755 members 
Mstep: Class 12 contains 59308 members 
Mstep: Class 13 contains 75444 members 
Mstep: Class 14 contains 5926 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 45717 members 
Mstep: Class 19 contains 51719 members 
Mstep: Class 20 contains 34932 members 
Mstep: Class 21 contains 14779 members 
Mstep: Class 22 contains 5413 members 
Mstep: Class 23 contains 8677 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6413 members 
Mstep: Class 28 contains 1870 members 
Mstep: Class 29 contains 4659 members 
Mstep: Class 30 contains 163406 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183955472.000000 Penalty: 109879.187500
Iteration 77Q: 32 clusters Score -1.839555e+08 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 229639 members 
Mstep: Class 2 contains 82462 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 61552 members 
Mstep: Class 5 contains 209689 members 
Mstep: Class 6 contains 28682 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 320866 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 157778 members 
Mstep: Class 12 contains 60259 members 
Mstep: Class 13 contains 75480 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 45832 members 
Mstep: Class 19 contains 51747 members 
Mstep: Class 20 contains 35112 members 
Mstep: Class 21 contains 14841 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 10789 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6437 members 
Mstep: Class 28 contains 1883 members 
Mstep: Class 29 contains 4655 members 
Mstep: Class 30 contains 163307 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183955744.000000 Penalty: 109879.187500
Iteration 78Q: 32 clusters Score -1.839557e+08 nChanged 9039
Entering ConstructFrom: 
Score: -183955744.000000 Penalty: 109879.187500
Entering ConstructFrom: 
Trying to split cluster 1 (228669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228669 members 
Entering Unmasked Estep 
Score: -26869800.000000 Penalty: 3060.327637
	Iteration 0F: 2 clusters Score -2.68698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114437 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -26722080.000000 Penalty: 6120.655273
	Iteration 0F: 3 clusters Score -2.672208e+07 nChanged 110094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Mstep: Class 2 contains 110662 members 
Entering Unmasked Estep 
Score: -26786946.000000 Penalty: 6120.655273
	Iteration 1F: 3 clusters Score -2.678695e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -26788176.000000 Penalty: 6120.655273
	Iteration 2Q: 3 clusters Score -2.678818e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -26790108.000000 Penalty: 6120.655273
	Iteration 3Q: 3 clusters Score -2.679011e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -26793478.000000 Penalty: 6120.655273
	Iteration 4Q: 3 clusters Score -2.679348e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139921 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -26800424.000000 Penalty: 6120.655273
	Iteration 5F: 3 clusters Score -2.680042e+07 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -26811644.000000 Penalty: 6120.655273
	Iteration 6F: 3 clusters Score -2.681164e+07 nChanged 18829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168863 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -26826932.000000 Penalty: 6120.655273
	Iteration 7F: 3 clusters Score -2.682693e+07 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184875 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -26842862.000000 Penalty: 6120.655273
	Iteration 8F: 3 clusters Score -2.684286e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197166 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -26854722.000000 Penalty: 6120.655273
	Iteration 9F: 3 clusters Score -2.685472e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204524 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -26861270.000000 Penalty: 6120.655273
	Iteration 10Q: 3 clusters Score -2.686127e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208902 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -26864184.000000 Penalty: 6120.655273
	Iteration 11Q: 3 clusters Score -2.686418e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211854 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -26865376.000000 Penalty: 6120.655273
	Iteration 12Q: 3 clusters Score -2.686538e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214255 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -26866212.000000 Penalty: 6120.655273
	Iteration 13Q: 3 clusters Score -2.686621e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216191 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -26866588.000000 Penalty: 6120.655273
	Iteration 14Q: 3 clusters Score -2.686659e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217810 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -26866936.000000 Penalty: 6120.655273
	Iteration 15Q: 3 clusters Score -2.686694e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219194 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -26867226.000000 Penalty: 6120.655273
	Iteration 16Q: 3 clusters Score -2.686723e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220393 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -26867454.000000 Penalty: 6120.655273
	Iteration 17Q: 3 clusters Score -2.686745e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221433 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -26867696.000000 Penalty: 6120.655273
	Iteration 18Q: 3 clusters Score -2.68677e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222264 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -26867844.000000 Penalty: 6120.655273
	Iteration 19Q: 3 clusters Score -2.686784e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222970 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -26868008.000000 Penalty: 6120.655273
	Iteration 20F: 3 clusters Score -2.686801e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223538 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -26868090.000000 Penalty: 6120.655273
	Iteration 21Q: 3 clusters Score -2.686809e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224004 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -26868116.000000 Penalty: 6120.655273
	Iteration 22Q: 3 clusters Score -2.686812e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224379 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -26868212.000000 Penalty: 6120.655273
	Iteration 23Q: 3 clusters Score -2.686821e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224671 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -26868290.000000 Penalty: 6120.655273
	Iteration 24Q: 3 clusters Score -2.686829e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224930 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -26868312.000000 Penalty: 6120.655273
	Iteration 25Q: 3 clusters Score -2.686831e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225115 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -26868324.000000 Penalty: 6120.655273
	Iteration 26Q: 3 clusters Score -2.686832e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225266 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -26868362.000000 Penalty: 6120.655273
	Iteration 27Q: 3 clusters Score -2.686836e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225399 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -26868328.000000 Penalty: 6120.655273
	Iteration 28Q: 3 clusters Score -2.686833e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225524 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -26868330.000000 Penalty: 6120.655273
	Iteration 29Q: 3 clusters Score -2.686833e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225631 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -26868320.000000 Penalty: 6120.655273
	Iteration 30Q: 3 clusters Score -2.686832e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225718 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -26868332.000000 Penalty: 6120.655273
	Iteration 31Q: 3 clusters Score -2.686833e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225806 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -26868318.000000 Penalty: 6120.655273
	Iteration 32Q: 3 clusters Score -2.686832e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225872 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -26868318.000000 Penalty: 6120.655273
	Iteration 33Q: 3 clusters Score -2.686832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225926 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -26868372.000000 Penalty: 6120.655273
	Iteration 34Q: 3 clusters Score -2.686837e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225972 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -26868388.000000 Penalty: 6120.655273
	Iteration 35Q: 3 clusters Score -2.686839e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226018 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -26868348.000000 Penalty: 6120.655273
	Iteration 36Q: 3 clusters Score -2.686835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226051 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -26868350.000000 Penalty: 6120.655273
	Iteration 37Q: 3 clusters Score -2.686835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226081 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -26868362.000000 Penalty: 6120.655273
	Iteration 38Q: 3 clusters Score -2.686836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226108 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 39Q: 3 clusters Score -2.686839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226135 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -26868382.000000 Penalty: 6120.655273
	Iteration 40F: 3 clusters Score -2.686838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226164 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -26868352.000000 Penalty: 6120.655273
	Iteration 41Q: 3 clusters Score -2.686835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226188 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -26868380.000000 Penalty: 6120.655273
	Iteration 42Q: 3 clusters Score -2.686838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226207 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -26868382.000000 Penalty: 6120.655273
	Iteration 43Q: 3 clusters Score -2.686838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226230 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 44Q: 3 clusters Score -2.686839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226245 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -26868386.000000 Penalty: 6120.655273
	Iteration 45Q: 3 clusters Score -2.686839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226257 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -26868380.000000 Penalty: 6120.655273
	Iteration 46Q: 3 clusters Score -2.686838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226273 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -26868368.000000 Penalty: 6120.655273
	Iteration 47Q: 3 clusters Score -2.686837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226280 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -26868386.000000 Penalty: 6120.655273
	Iteration 48Q: 3 clusters Score -2.686839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -26868370.000000 Penalty: 6120.655273
	Iteration 49Q: 3 clusters Score -2.686837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226299 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -26868368.000000 Penalty: 6120.655273
	Iteration 50Q: 3 clusters Score -2.686837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226306 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 51Q: 3 clusters Score -2.686839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226315 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26868386.000000 Penalty: 6120.655273
	Iteration 52Q: 3 clusters Score -2.686839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226323 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -26868384.000000 Penalty: 6120.655273
	Iteration 53Q: 3 clusters Score -2.686838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226329 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -26868372.000000 Penalty: 6120.655273
	Iteration 54Q: 3 clusters Score -2.686837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226335 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -26868378.000000 Penalty: 6120.655273
	Iteration 55Q: 3 clusters Score -2.686838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226344 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 56Q: 3 clusters Score -2.686839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226355 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 57Q: 3 clusters Score -2.686839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226363 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -26868376.000000 Penalty: 6120.655273
	Iteration 58Q: 3 clusters Score -2.686838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226370 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -26868386.000000 Penalty: 6120.655273
	Iteration 59Q: 3 clusters Score -2.686839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226377 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -26868380.000000 Penalty: 6120.655273
	Iteration 60F: 3 clusters Score -2.686838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226384 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -26868392.000000 Penalty: 6120.655273
	Iteration 61Q: 3 clusters Score -2.686839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226392 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -26868396.000000 Penalty: 6120.655273
	Iteration 62Q: 3 clusters Score -2.68684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226399 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -26868394.000000 Penalty: 6120.655273
	Iteration 63Q: 3 clusters Score -2.686839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226410 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -26868382.000000 Penalty: 6120.655273
	Iteration 64Q: 3 clusters Score -2.686838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226415 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -26868392.000000 Penalty: 6120.655273
	Iteration 65Q: 3 clusters Score -2.686839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226417 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 66Q: 3 clusters Score -2.686839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226420 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -26868396.000000 Penalty: 6120.655273
	Iteration 67Q: 3 clusters Score -2.68684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226423 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -26868408.000000 Penalty: 6120.655273
	Iteration 68Q: 3 clusters Score -2.686841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226432 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -26868390.000000 Penalty: 6120.655273
	Iteration 69Q: 3 clusters Score -2.686839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226439 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -26868396.000000 Penalty: 6120.655273
	Iteration 70Q: 3 clusters Score -2.68684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226442 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -26868386.000000 Penalty: 6120.655273
	Iteration 71Q: 3 clusters Score -2.686839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226443 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -26868386.000000 Penalty: 6120.655273
	Iteration 72Q: 3 clusters Score -2.686839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226446 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -26868382.000000 Penalty: 6120.655273
	Iteration 73Q: 3 clusters Score -2.686838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226449 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -26868394.000000 Penalty: 6120.655273
	Iteration 74Q: 3 clusters Score -2.686839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226452 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -26868388.000000 Penalty: 6120.655273
	Iteration 75Q: 3 clusters Score -2.686839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226453 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -26868374.000000 Penalty: 6120.655273
	Iteration 76Q: 3 clusters Score -2.686837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -26868388.000000 Penalty: 6120.655273
	Iteration 77Q: 3 clusters Score -2.686839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226456 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -26868398.000000 Penalty: 6120.655273
	Iteration 78Q: 3 clusters Score -2.68684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226457 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -26868392.000000 Penalty: 6120.655273
	Iteration 79Q: 3 clusters Score -2.686839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226457 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -26868392.000000 Penalty: 6120.655273
	Iteration 80F: 3 clusters Score -2.686839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Entering Unmasked Estep 
Score: -9611206.000000 Penalty: 2807.385986
	Iteration 0F: 2 clusters Score -9611206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9555937.000000 Penalty: 5614.771973
	Iteration 0F: 3 clusters Score -9555937 nChanged 38816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -9578071.000000 Penalty: 5614.771973
	Iteration 1F: 3 clusters Score -9578071 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -9579028.000000 Penalty: 5614.771973
	Iteration 2Q: 3 clusters Score -9579028 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9580105 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9581544 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -9583482.000000 Penalty: 5614.771973
	Iteration 5Q: 3 clusters Score -9583482 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -9586120.000000 Penalty: 5614.771973
	Iteration 6F: 3 clusters Score -9586120 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -9589287.000000 Penalty: 5614.771973
	Iteration 7F: 3 clusters Score -9589287 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -9592761.000000 Penalty: 5614.771973
	Iteration 8F: 3 clusters Score -9592761 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -9595902.000000 Penalty: 5614.771973
	Iteration 9F: 3 clusters Score -9595902 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -9598691.000000 Penalty: 5614.771973
	Iteration 10F: 3 clusters Score -9598691 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -9600943.000000 Penalty: 5614.771973
	Iteration 11Q: 3 clusters Score -9600943 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -9602924.000000 Penalty: 5614.771973
	Iteration 12Q: 3 clusters Score -9602924 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -9604402.000000 Penalty: 5614.771973
	Iteration 13Q: 3 clusters Score -9604402 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -9605309.000000 Penalty: 5614.771973
	Iteration 14Q: 3 clusters Score -9605309 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -9605922.000000 Penalty: 5614.771973
	Iteration 15Q: 3 clusters Score -9605922 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -9606393.000000 Penalty: 5614.771973
	Iteration 16Q: 3 clusters Score -9606393 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -9606705.000000 Penalty: 5614.771973
	Iteration 17Q: 3 clusters Score -9606705 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -9606918.000000 Penalty: 5614.771973
	Iteration 18Q: 3 clusters Score -9606918 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -9607018.000000 Penalty: 5614.771973
	Iteration 19Q: 3 clusters Score -9607018 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -9607123.000000 Penalty: 5614.771973
	Iteration 20F: 3 clusters Score -9607123 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -9607220.000000 Penalty: 5614.771973
	Iteration 21Q: 3 clusters Score -9607220 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -9607259.000000 Penalty: 5614.771973
	Iteration 22Q: 3 clusters Score -9607259 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -9607323.000000 Penalty: 5614.771973
	Iteration 23Q: 3 clusters Score -9607323 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -9607316.000000 Penalty: 5614.771973
	Iteration 24Q: 3 clusters Score -9607316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -9607337.000000 Penalty: 5614.771973
	Iteration 25Q: 3 clusters Score -9607337 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -9607349.000000 Penalty: 5614.771973
	Iteration 26Q: 3 clusters Score -9607349 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -9607381.000000 Penalty: 5614.771973
	Iteration 27Q: 3 clusters Score -9607381 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -9607378.000000 Penalty: 5614.771973
	Iteration 28Q: 3 clusters Score -9607378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -9607395.000000 Penalty: 5614.771973
	Iteration 29Q: 3 clusters Score -9607395 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -9607428.000000 Penalty: 5614.771973
	Iteration 30Q: 3 clusters Score -9607428 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -9607439.000000 Penalty: 5614.771973
	Iteration 31Q: 3 clusters Score -9607439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -9607428.000000 Penalty: 5614.771973
	Iteration 32Q: 3 clusters Score -9607428 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -9607428.000000 Penalty: 5614.771973
	Iteration 33Q: 3 clusters Score -9607428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -9607432.000000 Penalty: 5614.771973
	Iteration 34Q: 3 clusters Score -9607432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -9607426.000000 Penalty: 5614.771973
	Iteration 35Q: 3 clusters Score -9607426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -9607453.000000 Penalty: 5614.771973
	Iteration 36Q: 3 clusters Score -9607453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -9607473.000000 Penalty: 5614.771973
	Iteration 37Q: 3 clusters Score -9607473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -9607460.000000 Penalty: 5614.771973
	Iteration 38Q: 3 clusters Score -9607460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -9607469.000000 Penalty: 5614.771973
	Iteration 39Q: 3 clusters Score -9607469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -9607485.000000 Penalty: 5614.771973
	Iteration 40F: 3 clusters Score -9607485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -9607478.000000 Penalty: 5614.771973
	Iteration 41Q: 3 clusters Score -9607478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -9607461.000000 Penalty: 5614.771973
	Iteration 42Q: 3 clusters Score -9607461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -9607454.000000 Penalty: 5614.771973
	Iteration 43Q: 3 clusters Score -9607454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -9607468.000000 Penalty: 5614.771973
	Iteration 44Q: 3 clusters Score -9607468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -9607465.000000 Penalty: 5614.771973
	Iteration 45Q: 3 clusters Score -9607465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -9607474.000000 Penalty: 5614.771973
	Iteration 46Q: 3 clusters Score -9607474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -9607475.000000 Penalty: 5614.771973
	Iteration 47Q: 3 clusters Score -9607475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -9607484.000000 Penalty: 5614.771973
	Iteration 48Q: 3 clusters Score -9607484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -9607491.000000 Penalty: 5614.771973
	Iteration 49Q: 3 clusters Score -9607491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -9607488.000000 Penalty: 5614.771973
	Iteration 50Q: 3 clusters Score -9607488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -9607481.000000 Penalty: 5614.771973
	Iteration 51Q: 3 clusters Score -9607481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -9607498.000000 Penalty: 5614.771973
	Iteration 52Q: 3 clusters Score -9607498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -9607494.000000 Penalty: 5614.771973
	Iteration 53Q: 3 clusters Score -9607494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -9607496.000000 Penalty: 5614.771973
	Iteration 54Q: 3 clusters Score -9607496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9607498 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -9607487.000000 Penalty: 5614.771973
	Iteration 56Q: 3 clusters Score -9607487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -9607503.000000 Penalty: 5614.771973
	Iteration 57Q: 3 clusters Score -9607503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -9607496.000000 Penalty: 5614.771973
	Iteration 58Q: 3 clusters Score -9607496 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -9607500.000000 Penalty: 5614.771973
	Iteration 59Q: 3 clusters Score -9607500 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -9607495.000000 Penalty: 5614.771973
	Iteration 60F: 3 clusters Score -9607495 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -9607517.000000 Penalty: 5614.771973
	Iteration 61Q: 3 clusters Score -9607517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -9607525.000000 Penalty: 5614.771973
	Iteration 62Q: 3 clusters Score -9607525 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -9607513.000000 Penalty: 5614.771973
	Iteration 63Q: 3 clusters Score -9607513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -9607524.000000 Penalty: 5614.771973
	Iteration 64Q: 3 clusters Score -9607524 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -9607512.000000 Penalty: 5614.771973
	Iteration 65Q: 3 clusters Score -9607512 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -9607525.000000 Penalty: 5614.771973
	Iteration 66Q: 3 clusters Score -9607525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -9607519.000000 Penalty: 5614.771973
	Iteration 67Q: 3 clusters Score -9607519 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -9607524.000000 Penalty: 5614.771973
	Iteration 68Q: 3 clusters Score -9607524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -9607511.000000 Penalty: 5614.771973
	Iteration 69Q: 3 clusters Score -9607511 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -9607503.000000 Penalty: 5614.771973
	Iteration 70Q: 3 clusters Score -9607503 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -9607520.000000 Penalty: 5614.771973
	Iteration 71Q: 3 clusters Score -9607520 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -9607519.000000 Penalty: 5614.771973
	Iteration 72Q: 3 clusters Score -9607519 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -9607518.000000 Penalty: 5614.771973
	Iteration 73Q: 3 clusters Score -9607518 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -9607527.000000 Penalty: 5614.771973
	Iteration 74Q: 3 clusters Score -9607527 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -9607546.000000 Penalty: 5614.771973
	Iteration 75Q: 3 clusters Score -9607546 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -9607552.000000 Penalty: 5614.771973
	Iteration 76Q: 3 clusters Score -9607552 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -9607566.000000 Penalty: 5614.771973
	Iteration 77Q: 3 clusters Score -9607566 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -9607581.000000 Penalty: 5614.771973
	Iteration 78Q: 3 clusters Score -9607581 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -9607602.000000 Penalty: 5614.771973
	Iteration 79Q: 3 clusters Score -9607602 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -9607611.000000 Penalty: 5614.771973
	Iteration 80F: 3 clusters Score -9607611 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -9607587.000000 Penalty: 5614.771973
	Iteration 81Q: 3 clusters Score -9607587 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -9607603.000000 Penalty: 5614.771973
	Iteration 82Q: 3 clusters Score -9607603 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -9607604.000000 Penalty: 5614.771973
	Iteration 83Q: 3 clusters Score -9607604 nChanged 74
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Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -9607611.000000 Penalty: 5614.771973
	Iteration 84Q: 3 clusters Score -9607611 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -9607613.000000 Penalty: 5614.771973
	Iteration 85Q: 3 clusters Score -9607613 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -9607628.000000 Penalty: 5614.771973
	Iteration 86Q: 3 clusters Score -9607628 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -9607621.000000 Penalty: 5614.771973
	Iteration 87Q: 3 clusters Score -9607621 nChanged 82
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Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -9607604.000000 Penalty: 5614.771973
	Iteration 88Q: 3 clusters Score -9607604 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -9607610.000000 Penalty: 5614.771973
	Iteration 89Q: 3 clusters Score -9607610 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -9607607.000000 Penalty: 5614.771973
	Iteration 90Q: 3 clusters Score -9607607 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -9607618.000000 Penalty: 5614.771973
	Iteration 91Q: 3 clusters Score -9607618 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9607618 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -9607605.000000 Penalty: 5614.771973
	Iteration 93Q: 3 clusters Score -9607605 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -9607609.000000 Penalty: 5614.771973
	Iteration 94Q: 3 clusters Score -9607609 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -9607596.000000 Penalty: 5614.771973
	Iteration 95Q: 3 clusters Score -9607596 nChanged 52
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Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -9607600.000000 Penalty: 5614.771973
	Iteration 96Q: 3 clusters Score -9607600 nChanged 46
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9607613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -9607595.000000 Penalty: 5614.771973
	Iteration 98Q: 3 clusters Score -9607595 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -9607579.000000 Penalty: 5614.771973
	Iteration 99Q: 3 clusters Score -9607579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -9607591.000000 Penalty: 5614.771973
	Iteration 100F: 3 clusters Score -9607591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -9607609.000000 Penalty: 5614.771973
	Iteration 101Q: 3 clusters Score -9607609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -9607621.000000 Penalty: 5614.771973
	Iteration 102Q: 3 clusters Score -9607621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -9607630.000000 Penalty: 5614.771973
	Iteration 103Q: 3 clusters Score -9607630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -9607631.000000 Penalty: 5614.771973
	Iteration 104Q: 3 clusters Score -9607631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -9607606.000000 Penalty: 5614.771973
	Iteration 105Q: 3 clusters Score -9607606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -9607635.000000 Penalty: 5614.771973
	Iteration 106Q: 3 clusters Score -9607635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -9607630.000000 Penalty: 5614.771973
	Iteration 107Q: 3 clusters Score -9607630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -9607632.000000 Penalty: 5614.771973
	Iteration 108Q: 3 clusters Score -9607632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -9607647.000000 Penalty: 5614.771973
	Iteration 109Q: 3 clusters Score -9607647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -9607640.000000 Penalty: 5614.771973
	Iteration 110Q: 3 clusters Score -9607640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -9607631.000000 Penalty: 5614.771973
	Iteration 111Q: 3 clusters Score -9607631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -9607626.000000 Penalty: 5614.771973
	Iteration 112Q: 3 clusters Score -9607626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -9607622.000000 Penalty: 5614.771973
	Iteration 113Q: 3 clusters Score -9607622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9607631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -9607627.000000 Penalty: 5614.771973
	Iteration 115Q: 3 clusters Score -9607627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -9607630.000000 Penalty: 5614.771973
	Iteration 116Q: 3 clusters Score -9607630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -9607624.000000 Penalty: 5614.771973
	Iteration 117Q: 3 clusters Score -9607624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -9607634.000000 Penalty: 5614.771973
	Iteration 118Q: 3 clusters Score -9607634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -9607618.000000 Penalty: 5614.771973
	Iteration 119Q: 3 clusters Score -9607618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -9607632.000000 Penalty: 5614.771973
	Iteration 120F: 3 clusters Score -9607632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -9607623.000000 Penalty: 5614.771973
	Iteration 121Q: 3 clusters Score -9607623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -9607608.000000 Penalty: 5614.771973
	Iteration 122Q: 3 clusters Score -9607608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -9607617.000000 Penalty: 5614.771973
	Iteration 123Q: 3 clusters Score -9607617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -9607624.000000 Penalty: 5614.771973
	Iteration 124Q: 3 clusters Score -9607624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -9607604.000000 Penalty: 5614.771973
	Iteration 125Q: 3 clusters Score -9607604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -9607622.000000 Penalty: 5614.771973
	Iteration 126Q: 3 clusters Score -9607622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -9607634.000000 Penalty: 5614.771973
	Iteration 127Q: 3 clusters Score -9607634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -9607646.000000 Penalty: 5614.771973
	Iteration 128Q: 3 clusters Score -9607646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -9607630.000000 Penalty: 5614.771973
	Iteration 129Q: 3 clusters Score -9607630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -9607649.000000 Penalty: 5614.771973
	Iteration 130Q: 3 clusters Score -9607649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -9607642.000000 Penalty: 5614.771973
	Iteration 131Q: 3 clusters Score -9607642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -9607638.000000 Penalty: 5614.771973
	Iteration 132Q: 3 clusters Score -9607638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -9607637.000000 Penalty: 5614.771973
	Iteration 133Q: 3 clusters Score -9607637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -9607632.000000 Penalty: 5614.771973
	Iteration 134Q: 3 clusters Score -9607632 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -9607650.000000 Penalty: 5614.771973
	Iteration 135Q: 3 clusters Score -9607650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -9607639.000000 Penalty: 5614.771973
	Iteration 136Q: 3 clusters Score -9607639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -9607641.000000 Penalty: 5614.771973
	Iteration 137Q: 3 clusters Score -9607641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -9607653.000000 Penalty: 5614.771973
	Iteration 138Q: 3 clusters Score -9607653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -9607657.000000 Penalty: 5614.771973
	Iteration 139Q: 3 clusters Score -9607657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -9607663.000000 Penalty: 5614.771973
	Iteration 140F: 3 clusters Score -9607663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -9607678.000000 Penalty: 5614.771973
	Iteration 141Q: 3 clusters Score -9607678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -9607677.000000 Penalty: 5614.771973
	Iteration 142Q: 3 clusters Score -9607677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -9607690.000000 Penalty: 5614.771973
	Iteration 143Q: 3 clusters Score -9607690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -9607691.000000 Penalty: 5614.771973
	Iteration 144Q: 3 clusters Score -9607691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -9607684.000000 Penalty: 5614.771973
	Iteration 145Q: 3 clusters Score -9607684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -9607703.000000 Penalty: 5614.771973
	Iteration 146Q: 3 clusters Score -9607703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -9607682.000000 Penalty: 5614.771973
	Iteration 147Q: 3 clusters Score -9607682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -9607689.000000 Penalty: 5614.771973
	Iteration 148Q: 3 clusters Score -9607689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -9607694.000000 Penalty: 5614.771973
	Iteration 149Q: 3 clusters Score -9607694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -9607699.000000 Penalty: 5614.771973
	Iteration 150Q: 3 clusters Score -9607699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -9607690.000000 Penalty: 5614.771973
	Iteration 151Q: 3 clusters Score -9607690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -9607700.000000 Penalty: 5614.771973
	Iteration 152Q: 3 clusters Score -9607700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -9607714.000000 Penalty: 5614.771973
	Iteration 153Q: 3 clusters Score -9607714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -9607712.000000 Penalty: 5614.771973
	Iteration 154Q: 3 clusters Score -9607712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -9607723.000000 Penalty: 5614.771973
	Iteration 155Q: 3 clusters Score -9607723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -9607714.000000 Penalty: 5614.771973
	Iteration 156Q: 3 clusters Score -9607714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -9607711.000000 Penalty: 5614.771973
	Iteration 157Q: 3 clusters Score -9607711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -9607697.000000 Penalty: 5614.771973
	Iteration 158Q: 3 clusters Score -9607697 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9607698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -9607717.000000 Penalty: 5614.771973
	Iteration 160F: 3 clusters Score -9607717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -9607729.000000 Penalty: 5614.771973
	Iteration 161Q: 3 clusters Score -9607729 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -9607745.000000 Penalty: 5614.771973
	Iteration 162Q: 3 clusters Score -9607745 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -9607775.000000 Penalty: 5614.771973
	Iteration 163Q: 3 clusters Score -9607775 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -9607777.000000 Penalty: 5614.771973
	Iteration 164Q: 3 clusters Score -9607777 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -9607779.000000 Penalty: 5614.771973
	Iteration 165Q: 3 clusters Score -9607779 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -9607760.000000 Penalty: 5614.771973
	Iteration 166Q: 3 clusters Score -9607760 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -9607768.000000 Penalty: 5614.771973
	Iteration 167Q: 3 clusters Score -9607768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -9607763.000000 Penalty: 5614.771973
	Iteration 168Q: 3 clusters Score -9607763 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -9607757.000000 Penalty: 5614.771973
	Iteration 169Q: 3 clusters Score -9607757 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -9607758.000000 Penalty: 5614.771973
	Iteration 170Q: 3 clusters Score -9607758 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -9607764.000000 Penalty: 5614.771973
	Iteration 171Q: 3 clusters Score -9607764 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -9607784.000000 Penalty: 5614.771973
	Iteration 172Q: 3 clusters Score -9607784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -9607802.000000 Penalty: 5614.771973
	Iteration 173Q: 3 clusters Score -9607802 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -9607778.000000 Penalty: 5614.771973
	Iteration 174Q: 3 clusters Score -9607778 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9607763 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9607760 nChanged 69
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Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -9607774.000000 Penalty: 5614.771973
	Iteration 177Q: 3 clusters Score -9607774 nChanged 73
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Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -9607781.000000 Penalty: 5614.771973
	Iteration 178Q: 3 clusters Score -9607781 nChanged 74
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Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -9607779.000000 Penalty: 5614.771973
	Iteration 179Q: 3 clusters Score -9607779 nChanged 77
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Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -9607802.000000 Penalty: 5614.771973
	Iteration 180F: 3 clusters Score -9607802 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -9607833.000000 Penalty: 5614.771973
	Iteration 181Q: 3 clusters Score -9607833 nChanged 101
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Entering Unmasked Estep 
Score: -9607840.000000 Penalty: 5614.771973
	Iteration 182Q: 3 clusters Score -9607840 nChanged 110
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Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -9607862.000000 Penalty: 5614.771973
	Iteration 183Q: 3 clusters Score -9607862 nChanged 100
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Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -9607872.000000 Penalty: 5614.771973
	Iteration 184Q: 3 clusters Score -9607872 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -9607886.000000 Penalty: 5614.771973
	Iteration 185Q: 3 clusters Score -9607886 nChanged 109
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Mstep: Class 1 contains 16418 members 
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Entering Unmasked Estep 
Score: -9607896.000000 Penalty: 5614.771973
	Iteration 186Q: 3 clusters Score -9607896 nChanged 106
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9607894 nChanged 121
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Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -9607904.000000 Penalty: 5614.771973
	Iteration 188Q: 3 clusters Score -9607904 nChanged 130
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Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9607900 nChanged 116
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Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -9607914.000000 Penalty: 5614.771973
	Iteration 190Q: 3 clusters Score -9607914 nChanged 109
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Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -9607967.000000 Penalty: 5614.771973
	Iteration 191Q: 3 clusters Score -9607967 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -9607950.000000 Penalty: 5614.771973
	Iteration 192Q: 3 clusters Score -9607950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9607950 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9607945.000000 Penalty: 5614.771973
	Iteration 194Q: 3 clusters Score -9607945 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9607945 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9607953 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -9607957.000000 Penalty: 5614.771973
	Iteration 197Q: 3 clusters Score -9607957 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -9607972.000000 Penalty: 5614.771973
	Iteration 198Q: 3 clusters Score -9607972 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -9607983.000000 Penalty: 5614.771973
	Iteration 199Q: 3 clusters Score -9607983 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -9608012.000000 Penalty: 5614.771973
	Iteration 200F: 3 clusters Score -9608012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -9608020.000000 Penalty: 5614.771973
	Iteration 201Q: 3 clusters Score -9608020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -9608018.000000 Penalty: 5614.771973
	Iteration 202Q: 3 clusters Score -9608018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -9608025.000000 Penalty: 5614.771973
	Iteration 203Q: 3 clusters Score -9608025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -9608031.000000 Penalty: 5614.771973
	Iteration 204Q: 3 clusters Score -9608031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -9608053.000000 Penalty: 5614.771973
	Iteration 205Q: 3 clusters Score -9608053 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -9608066.000000 Penalty: 5614.771973
	Iteration 206Q: 3 clusters Score -9608066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -9608059.000000 Penalty: 5614.771973
	Iteration 207Q: 3 clusters Score -9608059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9608044.000000 Penalty: 5614.771973
	Iteration 208Q: 3 clusters Score -9608044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -9608064.000000 Penalty: 5614.771973
	Iteration 209Q: 3 clusters Score -9608064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -9608069.000000 Penalty: 5614.771973
	Iteration 210Q: 3 clusters Score -9608069 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -9608108.000000 Penalty: 5614.771973
	Iteration 211Q: 3 clusters Score -9608108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -9608099.000000 Penalty: 5614.771973
	Iteration 212Q: 3 clusters Score -9608099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9608099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -9608110.000000 Penalty: 5614.771973
	Iteration 214Q: 3 clusters Score -9608110 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9608118.000000 Penalty: 5614.771973
	Iteration 215Q: 3 clusters Score -9608118 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9608123.000000 Penalty: 5614.771973
	Iteration 216Q: 3 clusters Score -9608123 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -9608137.000000 Penalty: 5614.771973
	Iteration 217Q: 3 clusters Score -9608137 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -9608130.000000 Penalty: 5614.771973
	Iteration 218Q: 3 clusters Score -9608130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -9608148.000000 Penalty: 5614.771973
	Iteration 219Q: 3 clusters Score -9608148 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -9608155.000000 Penalty: 5614.771973
	Iteration 220F: 3 clusters Score -9608155 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9608165.000000 Penalty: 5614.771973
	Iteration 221Q: 3 clusters Score -9608165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -9608197.000000 Penalty: 5614.771973
	Iteration 222Q: 3 clusters Score -9608197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -9608175.000000 Penalty: 5614.771973
	Iteration 223Q: 3 clusters Score -9608175 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -9608210.000000 Penalty: 5614.771973
	Iteration 224Q: 3 clusters Score -9608210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -9608246.000000 Penalty: 5614.771973
	Iteration 225Q: 3 clusters Score -9608246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -9608240.000000 Penalty: 5614.771973
	Iteration 226Q: 3 clusters Score -9608240 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -9608253.000000 Penalty: 5614.771973
	Iteration 227Q: 3 clusters Score -9608253 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -9608283.000000 Penalty: 5614.771973
	Iteration 228Q: 3 clusters Score -9608283 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -9608308.000000 Penalty: 5614.771973
	Iteration 229Q: 3 clusters Score -9608308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -9608327.000000 Penalty: 5614.771973
	Iteration 230Q: 3 clusters Score -9608327 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -9608352.000000 Penalty: 5614.771973
	Iteration 231Q: 3 clusters Score -9608352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -9608352.000000 Penalty: 5614.771973
	Iteration 232Q: 3 clusters Score -9608352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9608368.000000 Penalty: 5614.771973
	Iteration 233Q: 3 clusters Score -9608368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -9608388.000000 Penalty: 5614.771973
	Iteration 234Q: 3 clusters Score -9608388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -9608417.000000 Penalty: 5614.771973
	Iteration 235Q: 3 clusters Score -9608417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -9608430.000000 Penalty: 5614.771973
	Iteration 236Q: 3 clusters Score -9608430 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9608454.000000 Penalty: 5614.771973
	Iteration 237Q: 3 clusters Score -9608454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -9608469.000000 Penalty: 5614.771973
	Iteration 238Q: 3 clusters Score -9608469 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -9608512.000000 Penalty: 5614.771973
	Iteration 239Q: 3 clusters Score -9608512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -9608552.000000 Penalty: 5614.771973
	Iteration 240F: 3 clusters Score -9608552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -9608572.000000 Penalty: 5614.771973
	Iteration 241Q: 3 clusters Score -9608572 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -9608574.000000 Penalty: 5614.771973
	Iteration 242Q: 3 clusters Score -9608574 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -9608603.000000 Penalty: 5614.771973
	Iteration 243Q: 3 clusters Score -9608603 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -9608600.000000 Penalty: 5614.771973
	Iteration 244Q: 3 clusters Score -9608600 nChanged 153
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Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -9608612.000000 Penalty: 5614.771973
	Iteration 245Q: 3 clusters Score -9608612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -9608632.000000 Penalty: 5614.771973
	Iteration 246Q: 3 clusters Score -9608632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -9608645.000000 Penalty: 5614.771973
	Iteration 247Q: 3 clusters Score -9608645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -9608663.000000 Penalty: 5614.771973
	Iteration 248Q: 3 clusters Score -9608663 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -9608678.000000 Penalty: 5614.771973
	Iteration 249Q: 3 clusters Score -9608678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -9608705.000000 Penalty: 5614.771973
	Iteration 250Q: 3 clusters Score -9608705 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -9608723.000000 Penalty: 5614.771973
	Iteration 251Q: 3 clusters Score -9608723 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -9608729.000000 Penalty: 5614.771973
	Iteration 252Q: 3 clusters Score -9608729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -9608755.000000 Penalty: 5614.771973
	Iteration 253Q: 3 clusters Score -9608755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -9608767.000000 Penalty: 5614.771973
	Iteration 254Q: 3 clusters Score -9608767 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -9608754.000000 Penalty: 5614.771973
	Iteration 255Q: 3 clusters Score -9608754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -9608767.000000 Penalty: 5614.771973
	Iteration 256Q: 3 clusters Score -9608767 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -9608794.000000 Penalty: 5614.771973
	Iteration 257Q: 3 clusters Score -9608794 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -9608788.000000 Penalty: 5614.771973
	Iteration 258Q: 3 clusters Score -9608788 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -9608822.000000 Penalty: 5614.771973
	Iteration 259Q: 3 clusters Score -9608822 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -9608835.000000 Penalty: 5614.771973
	Iteration 260F: 3 clusters Score -9608835 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -9608861.000000 Penalty: 5614.771973
	Iteration 261Q: 3 clusters Score -9608861 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -9608858.000000 Penalty: 5614.771973
	Iteration 262Q: 3 clusters Score -9608858 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6110 members 
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Entering Unmasked Estep 
Score: -9608865.000000 Penalty: 5614.771973
	Iteration 263Q: 3 clusters Score -9608865 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -9608877.000000 Penalty: 5614.771973
	Iteration 264Q: 3 clusters Score -9608877 nChanged 48
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -9608883.000000 Penalty: 5614.771973
	Iteration 265Q: 3 clusters Score -9608883 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -9608891.000000 Penalty: 5614.771973
	Iteration 266Q: 3 clusters Score -9608891 nChanged 57
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -9608901.000000 Penalty: 5614.771973
	Iteration 267Q: 3 clusters Score -9608901 nChanged 71
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Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -9608882.000000 Penalty: 5614.771973
	Iteration 268Q: 3 clusters Score -9608882 nChanged 64
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Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -9608913.000000 Penalty: 5614.771973
	Iteration 269Q: 3 clusters Score -9608913 nChanged 55
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Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -9608910.000000 Penalty: 5614.771973
	Iteration 270Q: 3 clusters Score -9608910 nChanged 58
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Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -9608897.000000 Penalty: 5614.771973
	Iteration 271Q: 3 clusters Score -9608897 nChanged 65
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Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -9608905.000000 Penalty: 5614.771973
	Iteration 272Q: 3 clusters Score -9608905 nChanged 51
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Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -9608931.000000 Penalty: 5614.771973
	Iteration 273Q: 3 clusters Score -9608931 nChanged 48
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Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -9608935.000000 Penalty: 5614.771973
	Iteration 274Q: 3 clusters Score -9608935 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -9608945.000000 Penalty: 5614.771973
	Iteration 275Q: 3 clusters Score -9608945 nChanged 24
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Mstep: Class 1 contains 5437 members 
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9608944 nChanged 30
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9608931 nChanged 30
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -9608927.000000 Penalty: 5614.771973
	Iteration 278Q: 3 clusters Score -9608927 nChanged 27
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Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -9608929.000000 Penalty: 5614.771973
	Iteration 279Q: 3 clusters Score -9608929 nChanged 27
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Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -9608924.000000 Penalty: 5614.771973
	Iteration 280F: 3 clusters Score -9608924 nChanged 19
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9608929 nChanged 33
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Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -9608924.000000 Penalty: 5614.771973
	Iteration 282Q: 3 clusters Score -9608924 nChanged 36
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Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -9608922.000000 Penalty: 5614.771973
	Iteration 283Q: 3 clusters Score -9608922 nChanged 35
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -9608935.000000 Penalty: 5614.771973
	Iteration 284Q: 3 clusters Score -9608935 nChanged 31
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Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -9608940.000000 Penalty: 5614.771973
	Iteration 285Q: 3 clusters Score -9608940 nChanged 23
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -9608942.000000 Penalty: 5614.771973
	Iteration 286Q: 3 clusters Score -9608942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -9608947.000000 Penalty: 5614.771973
	Iteration 287Q: 3 clusters Score -9608947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -9608956.000000 Penalty: 5614.771973
	Iteration 288Q: 3 clusters Score -9608956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -9608952.000000 Penalty: 5614.771973
	Iteration 289Q: 3 clusters Score -9608952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -9608941.000000 Penalty: 5614.771973
	Iteration 290Q: 3 clusters Score -9608941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -9608948.000000 Penalty: 5614.771973
	Iteration 291Q: 3 clusters Score -9608948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -9608957.000000 Penalty: 5614.771973
	Iteration 292Q: 3 clusters Score -9608957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -9608963.000000 Penalty: 5614.771973
	Iteration 293Q: 3 clusters Score -9608963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -9608953.000000 Penalty: 5614.771973
	Iteration 294Q: 3 clusters Score -9608953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -9608957.000000 Penalty: 5614.771973
	Iteration 295Q: 3 clusters Score -9608957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -9608965.000000 Penalty: 5614.771973
	Iteration 296Q: 3 clusters Score -9608965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -9608984.000000 Penalty: 5614.771973
	Iteration 297Q: 3 clusters Score -9608984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -9608986.000000 Penalty: 5614.771973
	Iteration 298Q: 3 clusters Score -9608986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -9608989.000000 Penalty: 5614.771973
	Iteration 299Q: 3 clusters Score -9608989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -9608995.000000 Penalty: 5614.771973
	Iteration 300F: 3 clusters Score -9608995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -9608978.000000 Penalty: 5614.771973
	Iteration 301Q: 3 clusters Score -9608978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -9608990.000000 Penalty: 5614.771973
	Iteration 302Q: 3 clusters Score -9608990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -9609003.000000 Penalty: 5614.771973
	Iteration 303Q: 3 clusters Score -9609003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -9609002.000000 Penalty: 5614.771973
	Iteration 304Q: 3 clusters Score -9609002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -9609031.000000 Penalty: 5614.771973
	Iteration 305Q: 3 clusters Score -9609031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -9609025.000000 Penalty: 5614.771973
	Iteration 306Q: 3 clusters Score -9609025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -9609046.000000 Penalty: 5614.771973
	Iteration 307Q: 3 clusters Score -9609046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -9609056.000000 Penalty: 5614.771973
	Iteration 308Q: 3 clusters Score -9609056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -9609070.000000 Penalty: 5614.771973
	Iteration 309Q: 3 clusters Score -9609070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -9609075.000000 Penalty: 5614.771973
	Iteration 310Q: 3 clusters Score -9609075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -9609094.000000 Penalty: 5614.771973
	Iteration 311Q: 3 clusters Score -9609094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -9609081.000000 Penalty: 5614.771973
	Iteration 312Q: 3 clusters Score -9609081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -9609109.000000 Penalty: 5614.771973
	Iteration 313Q: 3 clusters Score -9609109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -9609118.000000 Penalty: 5614.771973
	Iteration 314Q: 3 clusters Score -9609118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -9609138.000000 Penalty: 5614.771973
	Iteration 315Q: 3 clusters Score -9609138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -9609121.000000 Penalty: 5614.771973
	Iteration 316Q: 3 clusters Score -9609121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -9609133.000000 Penalty: 5614.771973
	Iteration 317Q: 3 clusters Score -9609133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9609127.000000 Penalty: 5614.771973
	Iteration 318Q: 3 clusters Score -9609127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9609139.000000 Penalty: 5614.771973
	Iteration 319Q: 3 clusters Score -9609139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -9609142.000000 Penalty: 5614.771973
	Iteration 320F: 3 clusters Score -9609142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -9609151.000000 Penalty: 5614.771973
	Iteration 321Q: 3 clusters Score -9609151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -9609152.000000 Penalty: 5614.771973
	Iteration 322Q: 3 clusters Score -9609152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -9609154.000000 Penalty: 5614.771973
	Iteration 323Q: 3 clusters Score -9609154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -9609154.000000 Penalty: 5614.771973
	Iteration 324Q: 3 clusters Score -9609154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -9609141.000000 Penalty: 5614.771973
	Iteration 325Q: 3 clusters Score -9609141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -9609157.000000 Penalty: 5614.771973
	Iteration 326Q: 3 clusters Score -9609157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -9609169.000000 Penalty: 5614.771973
	Iteration 327Q: 3 clusters Score -9609169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -9609167.000000 Penalty: 5614.771973
	Iteration 328Q: 3 clusters Score -9609167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -9609176.000000 Penalty: 5614.771973
	Iteration 329Q: 3 clusters Score -9609176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -9609187.000000 Penalty: 5614.771973
	Iteration 330Q: 3 clusters Score -9609187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -9609193.000000 Penalty: 5614.771973
	Iteration 331Q: 3 clusters Score -9609193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -9609200.000000 Penalty: 5614.771973
	Iteration 332Q: 3 clusters Score -9609200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -9609192.000000 Penalty: 5614.771973
	Iteration 333Q: 3 clusters Score -9609192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -9609193.000000 Penalty: 5614.771973
	Iteration 334Q: 3 clusters Score -9609193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -9609189.000000 Penalty: 5614.771973
	Iteration 335Q: 3 clusters Score -9609189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -9609179.000000 Penalty: 5614.771973
	Iteration 336Q: 3 clusters Score -9609179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -9609179.000000 Penalty: 5614.771973
	Iteration 337Q: 3 clusters Score -9609179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -9609189.000000 Penalty: 5614.771973
	Iteration 338Q: 3 clusters Score -9609189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -9609182.000000 Penalty: 5614.771973
	Iteration 339Q: 3 clusters Score -9609182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -9609192.000000 Penalty: 5614.771973
	Iteration 340F: 3 clusters Score -9609192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -9609187.000000 Penalty: 5614.771973
	Iteration 341Q: 3 clusters Score -9609187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -9609197.000000 Penalty: 5614.771973
	Iteration 342Q: 3 clusters Score -9609197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -9609204.000000 Penalty: 5614.771973
	Iteration 343Q: 3 clusters Score -9609204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -9609202.000000 Penalty: 5614.771973
	Iteration 344Q: 3 clusters Score -9609202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -9609202.000000 Penalty: 5614.771973
	Iteration 345Q: 3 clusters Score -9609202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -9609210.000000 Penalty: 5614.771973
	Iteration 346Q: 3 clusters Score -9609210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -9609207.000000 Penalty: 5614.771973
	Iteration 347Q: 3 clusters Score -9609207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -9609212.000000 Penalty: 5614.771973
	Iteration 348Q: 3 clusters Score -9609212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -9609203.000000 Penalty: 5614.771973
	Iteration 349Q: 3 clusters Score -9609203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -9609207.000000 Penalty: 5614.771973
	Iteration 350Q: 3 clusters Score -9609207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -9609205.000000 Penalty: 5614.771973
	Iteration 351Q: 3 clusters Score -9609205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -9609203.000000 Penalty: 5614.771973
	Iteration 352Q: 3 clusters Score -9609203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -9609208.000000 Penalty: 5614.771973
	Iteration 353Q: 3 clusters Score -9609208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -9609200.000000 Penalty: 5614.771973
	Iteration 354Q: 3 clusters Score -9609200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -9609204.000000 Penalty: 5614.771973
	Iteration 355Q: 3 clusters Score -9609204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -9609200.000000 Penalty: 5614.771973
	Iteration 356Q: 3 clusters Score -9609200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -9609205.000000 Penalty: 5614.771973
	Iteration 357Q: 3 clusters Score -9609205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -9609202.000000 Penalty: 5614.771973
	Iteration 358Q: 3 clusters Score -9609202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -9609203.000000 Penalty: 5614.771973
	Iteration 359Q: 3 clusters Score -9609203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -9609201.000000 Penalty: 5614.771973
	Iteration 360F: 3 clusters Score -9609201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -9609202.000000 Penalty: 5614.771973
	Iteration 361Q: 3 clusters Score -9609202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -9609202.000000 Penalty: 5614.771973
	Iteration 362F: 3 clusters Score -9609202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -123678.468750 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -123678.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -121630.601562 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -121630.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122438.453125 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -122438.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123250.500000 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -123250.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124049.859375 Penalty: 3550.623047
	Iteration 3F: 3 clusters Score -124049.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -124847.664062 Penalty: 3550.623047
	Iteration 4F: 3 clusters Score -124847.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -124953.460938 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -124953.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -125013.335938 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -125013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -125077.148438 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -125077.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125141.203125 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -125141.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -125223.820312 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -125223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -125267.273438 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -125267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -125285.765625 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -125285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -125285.765625 Penalty: 3550.623047
	Iteration 12F: 3 clusters Score -125285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 62608 members 
Mstep: Class 5 contains 208299 members 
Mstep: Class 6 contains 28729 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 320490 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 75492 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 14882 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163170 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8988 members 
Entering Unmasked Estep 
Score: -183956496.000000 Penalty: 113423.679688
Splitting cluster 3 changes total score from -183955744.000000 to -183956496.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (62608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Entering Unmasked Estep 
Score: -7459462.500000 Penalty: 2739.072754
	Iteration 0F: 2 clusters Score -7459462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -7417245.500000 Penalty: 5478.145508
	Iteration 0F: 3 clusters Score -7417246 nChanged 29245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -7433740.000000 Penalty: 5478.145508
	Iteration 1F: 3 clusters Score -7433740 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -7434572.000000 Penalty: 5478.145508
	Iteration 2Q: 3 clusters Score -7434572 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -7435505.000000 Penalty: 5478.145508
	Iteration 3Q: 3 clusters Score -7435505 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -7436591.000000 Penalty: 5478.145508
	Iteration 4Q: 3 clusters Score -7436591 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7438070.500000 Penalty: 5478.145508
	Iteration 5Q: 3 clusters Score -7438070 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -7440039.000000 Penalty: 5478.145508
	Iteration 6F: 3 clusters Score -7440039 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -7442785.000000 Penalty: 5478.145508
	Iteration 7F: 3 clusters Score -7442785 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -7446190.000000 Penalty: 5478.145508
	Iteration 8F: 3 clusters Score -7446190 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7449380.500000 Penalty: 5478.145508
	Iteration 9F: 3 clusters Score -7449380 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -7451243.000000 Penalty: 5478.145508
	Iteration 10F: 3 clusters Score -7451243 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7452082.500000 Penalty: 5478.145508
	Iteration 11Q: 3 clusters Score -7452082 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -7452435.000000 Penalty: 5478.145508
	Iteration 12Q: 3 clusters Score -7452435 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -7452719.000000 Penalty: 5478.145508
	Iteration 13Q: 3 clusters Score -7452719 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -7452988.500000 Penalty: 5478.145508
	Iteration 14Q: 3 clusters Score -7452988 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -7453148.000000 Penalty: 5478.145508
	Iteration 15Q: 3 clusters Score -7453148 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -7453314.500000 Penalty: 5478.145508
	Iteration 16Q: 3 clusters Score -7453314 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -7453535.000000 Penalty: 5478.145508
	Iteration 17Q: 3 clusters Score -7453535 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -7453682.500000 Penalty: 5478.145508
	Iteration 18Q: 3 clusters Score -7453682 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -7453809.000000 Penalty: 5478.145508
	Iteration 19Q: 3 clusters Score -7453809 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -7453907.000000 Penalty: 5478.145508
	Iteration 20F: 3 clusters Score -7453907 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -7454050.500000 Penalty: 5478.145508
	Iteration 21Q: 3 clusters Score -7454050 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -7454183.500000 Penalty: 5478.145508
	Iteration 22Q: 3 clusters Score -7454184 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -7454303.000000 Penalty: 5478.145508
	Iteration 23Q: 3 clusters Score -7454303 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -7454387.000000 Penalty: 5478.145508
	Iteration 24Q: 3 clusters Score -7454387 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -7454521.000000 Penalty: 5478.145508
	Iteration 25Q: 3 clusters Score -7454521 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -7454690.500000 Penalty: 5478.145508
	Iteration 26Q: 3 clusters Score -7454690 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -7454819.500000 Penalty: 5478.145508
	Iteration 27Q: 3 clusters Score -7454820 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -7455033.500000 Penalty: 5478.145508
	Iteration 28Q: 3 clusters Score -7455034 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -7455169.500000 Penalty: 5478.145508
	Iteration 29Q: 3 clusters Score -7455170 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -7455309.000000 Penalty: 5478.145508
	Iteration 30Q: 3 clusters Score -7455309 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -7455476.000000 Penalty: 5478.145508
	Iteration 31Q: 3 clusters Score -7455476 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -7455632.000000 Penalty: 5478.145508
	Iteration 32Q: 3 clusters Score -7455632 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -7455715.000000 Penalty: 5478.145508
	Iteration 33Q: 3 clusters Score -7455715 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7455886.500000 Penalty: 5478.145508
	Iteration 34Q: 3 clusters Score -7455886 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -7456025.500000 Penalty: 5478.145508
	Iteration 35Q: 3 clusters Score -7456026 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -7456150.000000 Penalty: 5478.145508
	Iteration 36Q: 3 clusters Score -7456150 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -7456286.000000 Penalty: 5478.145508
	Iteration 37Q: 3 clusters Score -7456286 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -7456408.500000 Penalty: 5478.145508
	Iteration 38Q: 3 clusters Score -7456408 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7456545.000000 Penalty: 5478.145508
	Iteration 39Q: 3 clusters Score -7456545 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -7456638.000000 Penalty: 5478.145508
	Iteration 40F: 3 clusters Score -7456638 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -7456710.000000 Penalty: 5478.145508
	Iteration 41Q: 3 clusters Score -7456710 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7456787.500000 Penalty: 5478.145508
	Iteration 42Q: 3 clusters Score -7456788 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -7456892.500000 Penalty: 5478.145508
	Iteration 43Q: 3 clusters Score -7456892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -7456967.000000 Penalty: 5478.145508
	Iteration 44Q: 3 clusters Score -7456967 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -7457017.000000 Penalty: 5478.145508
	Iteration 45Q: 3 clusters Score -7457017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -7457079.000000 Penalty: 5478.145508
	Iteration 46Q: 3 clusters Score -7457079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7457088.500000 Penalty: 5478.145508
	Iteration 47Q: 3 clusters Score -7457088 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -7457143.000000 Penalty: 5478.145508
	Iteration 48Q: 3 clusters Score -7457143 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -7457188.000000 Penalty: 5478.145508
	Iteration 49Q: 3 clusters Score -7457188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -7457224.000000 Penalty: 5478.145508
	Iteration 50Q: 3 clusters Score -7457224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -7457240.000000 Penalty: 5478.145508
	Iteration 51Q: 3 clusters Score -7457240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7457259.500000 Penalty: 5478.145508
	Iteration 52Q: 3 clusters Score -7457260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -7457310.500000 Penalty: 5478.145508
	Iteration 53Q: 3 clusters Score -7457310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -7457336.000000 Penalty: 5478.145508
	Iteration 54Q: 3 clusters Score -7457336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -7457359.000000 Penalty: 5478.145508
	Iteration 55Q: 3 clusters Score -7457359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -7457373.000000 Penalty: 5478.145508
	Iteration 56Q: 3 clusters Score -7457373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -7457392.500000 Penalty: 5478.145508
	Iteration 57Q: 3 clusters Score -7457392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -7457396.500000 Penalty: 5478.145508
	Iteration 58Q: 3 clusters Score -7457396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -7457421.500000 Penalty: 5478.145508
	Iteration 59Q: 3 clusters Score -7457422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -7457442.500000 Penalty: 5478.145508
	Iteration 60F: 3 clusters Score -7457442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7457452.000000 Penalty: 5478.145508
	Iteration 61Q: 3 clusters Score -7457452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -7457449.000000 Penalty: 5478.145508
	Iteration 62Q: 3 clusters Score -7457449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -7457460.500000 Penalty: 5478.145508
	Iteration 63Q: 3 clusters Score -7457460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -7457459.500000 Penalty: 5478.145508
	Iteration 64Q: 3 clusters Score -7457460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7457477.000000 Penalty: 5478.145508
	Iteration 65Q: 3 clusters Score -7457477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -7457489.500000 Penalty: 5478.145508
	Iteration 66Q: 3 clusters Score -7457490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7457515.000000 Penalty: 5478.145508
	Iteration 67Q: 3 clusters Score -7457515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -7457518.000000 Penalty: 5478.145508
	Iteration 68Q: 3 clusters Score -7457518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -7457521.000000 Penalty: 5478.145508
	Iteration 69Q: 3 clusters Score -7457521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7457527.000000 Penalty: 5478.145508
	Iteration 70Q: 3 clusters Score -7457527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7457533.500000 Penalty: 5478.145508
	Iteration 71Q: 3 clusters Score -7457534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -7457545.500000 Penalty: 5478.145508
	Iteration 72Q: 3 clusters Score -7457546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -7457544.000000 Penalty: 5478.145508
	Iteration 73Q: 3 clusters Score -7457544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7457567.500000 Penalty: 5478.145508
	Iteration 74Q: 3 clusters Score -7457568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7457555.500000 Penalty: 5478.145508
	Iteration 75Q: 3 clusters Score -7457556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -7457565.000000 Penalty: 5478.145508
	Iteration 76Q: 3 clusters Score -7457565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -7457560.500000 Penalty: 5478.145508
	Iteration 77Q: 3 clusters Score -7457560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7457558.000000 Penalty: 5478.145508
	Iteration 78Q: 3 clusters Score -7457558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7457559.000000 Penalty: 5478.145508
	Iteration 79Q: 3 clusters Score -7457559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -7457561.500000 Penalty: 5478.145508
	Iteration 80F: 3 clusters Score -7457562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -7457572.000000 Penalty: 5478.145508
	Iteration 81Q: 3 clusters Score -7457572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7457580.000000 Penalty: 5478.145508
	Iteration 82Q: 3 clusters Score -7457580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7457583.000000 Penalty: 5478.145508
	Iteration 83Q: 3 clusters Score -7457583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -7457588.000000 Penalty: 5478.145508
	Iteration 84Q: 3 clusters Score -7457588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7457581.000000 Penalty: 5478.145508
	Iteration 85Q: 3 clusters Score -7457581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -7457583.000000 Penalty: 5478.145508
	Iteration 86Q: 3 clusters Score -7457583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7457591.000000 Penalty: 5478.145508
	Iteration 87Q: 3 clusters Score -7457591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -7457592.000000 Penalty: 5478.145508
	Iteration 88Q: 3 clusters Score -7457592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -7457592.000000 Penalty: 5478.145508
	Iteration 89Q: 3 clusters Score -7457592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7457596.000000 Penalty: 5478.145508
	Iteration 90Q: 3 clusters Score -7457596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7457596.000000 Penalty: 5478.145508
	Iteration 91F: 3 clusters Score -7457596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (208299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208299 members 
Entering Unmasked Estep 
Score: -24470810.000000 Penalty: 3037.188965
	Iteration 0F: 2 clusters Score -2.447081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -24334330.000000 Penalty: 6074.377930
	Iteration 0F: 3 clusters Score -2.433433e+07 nChanged 100312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -24394688.000000 Penalty: 6074.377930
	Iteration 1F: 3 clusters Score -2.439469e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 122593 members 
Entering Unmasked Estep 
Score: -24397776.000000 Penalty: 6074.377930
	Iteration 2Q: 3 clusters Score -2.439778e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 133157 members 
Entering Unmasked Estep 
Score: -24403226.000000 Penalty: 6074.377930
	Iteration 3F: 3 clusters Score -2.440323e+07 nChanged 15127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -24413604.000000 Penalty: 6074.377930
	Iteration 4F: 3 clusters Score -2.44136e+07 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 166819 members 
Entering Unmasked Estep 
Score: -24429726.000000 Penalty: 6074.377930
	Iteration 5F: 3 clusters Score -2.442973e+07 nChanged 19324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 186131 members 
Entering Unmasked Estep 
Score: -24448554.000000 Penalty: 6074.377930
	Iteration 6F: 3 clusters Score -2.444855e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 199804 members 
Entering Unmasked Estep 
Score: -24461650.000000 Penalty: 6074.377930
	Iteration 7F: 3 clusters Score -2.446165e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 205711 members 
Entering Unmasked Estep 
Score: -24466536.000000 Penalty: 6074.377930
	Iteration 8Q: 3 clusters Score -2.446654e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 207360 members 
Entering Unmasked Estep 
Score: -24467678.000000 Penalty: 6074.377930
	Iteration 9Q: 3 clusters Score -2.446768e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 207771 members 
Entering Unmasked Estep 
Score: -24467968.000000 Penalty: 6074.377930
	Iteration 10Q: 3 clusters Score -2.446797e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 207892 members 
Entering Unmasked Estep 
Score: -24468122.000000 Penalty: 6074.377930
	Iteration 11Q: 3 clusters Score -2.446812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 207943 members 
Entering Unmasked Estep 
Score: -24468152.000000 Penalty: 6074.377930
	Iteration 12Q: 3 clusters Score -2.446815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 207973 members 
Entering Unmasked Estep 
Score: -24468182.000000 Penalty: 6074.377930
	Iteration 13Q: 3 clusters Score -2.446818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 207989 members 
Entering Unmasked Estep 
Score: -24468226.000000 Penalty: 6074.377930
	Iteration 14Q: 3 clusters Score -2.446823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -24468260.000000 Penalty: 6074.377930
	Iteration 15Q: 3 clusters Score -2.446826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207998 members 
Entering Unmasked Estep 
Score: -24468278.000000 Penalty: 6074.377930
	Iteration 16Q: 3 clusters Score -2.446828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -24468272.000000 Penalty: 6074.377930
	Iteration 17Q: 3 clusters Score -2.446827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208005 members 
Entering Unmasked Estep 
Score: -24468278.000000 Penalty: 6074.377930
	Iteration 18Q: 3 clusters Score -2.446828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208006 members 
Entering Unmasked Estep 
Score: -24468282.000000 Penalty: 6074.377930
	Iteration 19Q: 3 clusters Score -2.446828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 208002 members 
Entering Unmasked Estep 
Score: -24468294.000000 Penalty: 6074.377930
	Iteration 20F: 3 clusters Score -2.446829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -24468282.000000 Penalty: 6074.377930
	Iteration 21Q: 3 clusters Score -2.446828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -24468278.000000 Penalty: 6074.377930
	Iteration 22Q: 3 clusters Score -2.446828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208000 members 
Entering Unmasked Estep 
Score: -24468278.000000 Penalty: 6074.377930
	Iteration 23Q: 3 clusters Score -2.446828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -24468278.000000 Penalty: 6074.377930
	Iteration 24Q: 3 clusters Score -2.446828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208000 members 
Entering Unmasked Estep 
Score: -24468280.000000 Penalty: 6074.377930
	Iteration 25Q: 3 clusters Score -2.446828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208000 members 
Entering Unmasked Estep 
Score: -24468280.000000 Penalty: 6074.377930
	Iteration 26F: 3 clusters Score -2.446828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Entering Unmasked Estep 
Score: -3384259.000000 Penalty: 2545.884277
	Iteration 0F: 2 clusters Score -3384259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3364382.000000 Penalty: 5091.768555
	Iteration 0F: 3 clusters Score -3364382 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3371429.500000 Penalty: 5091.768555
	Iteration 1F: 3 clusters Score -3371430 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3371922.250000 Penalty: 5091.768555
	Iteration 2F: 3 clusters Score -3371922 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3372322.750000 Penalty: 5091.768555
	Iteration 3Q: 3 clusters Score -3372323 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3372696.000000 Penalty: 5091.768555
	Iteration 4Q: 3 clusters Score -3372696 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3373069.000000 Penalty: 5091.768555
	Iteration 5Q: 3 clusters Score -3373069 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3373452.000000 Penalty: 5091.768555
	Iteration 6Q: 3 clusters Score -3373452 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3373878.000000 Penalty: 5091.768555
	Iteration 7Q: 3 clusters Score -3373878 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3374392.250000 Penalty: 5091.768555
	Iteration 8Q: 3 clusters Score -3374392 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3375078.750000 Penalty: 5091.768555
	Iteration 9Q: 3 clusters Score -3375079 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3375986.750000 Penalty: 5091.768555
	Iteration 10F: 3 clusters Score -3375987 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3377087.000000 Penalty: 5091.768555
	Iteration 11F: 3 clusters Score -3377087 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3378158.000000 Penalty: 5091.768555
	Iteration 12F: 3 clusters Score -3378158 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3379196.500000 Penalty: 5091.768555
	Iteration 13Q: 3 clusters Score -3379196 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3380087.500000 Penalty: 5091.768555
	Iteration 14Q: 3 clusters Score -3380088 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3380805.750000 Penalty: 5091.768555
	Iteration 15Q: 3 clusters Score -3380806 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3381388.250000 Penalty: 5091.768555
	Iteration 16Q: 3 clusters Score -3381388 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3381879.250000 Penalty: 5091.768555
	Iteration 17Q: 3 clusters Score -3381879 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3382386.250000 Penalty: 5091.768555
	Iteration 18Q: 3 clusters Score -3382386 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3382913.500000 Penalty: 5091.768555
	Iteration 19Q: 3 clusters Score -3382914 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3383294.750000 Penalty: 5091.768555
	Iteration 20F: 3 clusters Score -3383295 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3383609.750000 Penalty: 5091.768555
	Iteration 21Q: 3 clusters Score -3383610 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3383814.000000 Penalty: 5091.768555
	Iteration 22Q: 3 clusters Score -3383814 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3383947.000000 Penalty: 5091.768555
	Iteration 23Q: 3 clusters Score -3383947 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3384052.250000 Penalty: 5091.768555
	Iteration 24Q: 3 clusters Score -3384052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3384122.750000 Penalty: 5091.768555
	Iteration 25Q: 3 clusters Score -3384123 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3384188.000000 Penalty: 5091.768555
	Iteration 26Q: 3 clusters Score -3384188 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3384220.250000 Penalty: 5091.768555
	Iteration 27Q: 3 clusters Score -3384220 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3384275.500000 Penalty: 5091.768555
	Iteration 28Q: 3 clusters Score -3384276 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3384306.750000 Penalty: 5091.768555
	Iteration 29Q: 3 clusters Score -3384307 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3384351.250000 Penalty: 5091.768555
	Iteration 30Q: 3 clusters Score -3384351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3384370.500000 Penalty: 5091.768555
	Iteration 31Q: 3 clusters Score -3384370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3384405.500000 Penalty: 5091.768555
	Iteration 32Q: 3 clusters Score -3384406 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3384438.500000 Penalty: 5091.768555
	Iteration 33Q: 3 clusters Score -3384438 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3384467.250000 Penalty: 5091.768555
	Iteration 34Q: 3 clusters Score -3384467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3384492.250000 Penalty: 5091.768555
	Iteration 35Q: 3 clusters Score -3384492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3384500.500000 Penalty: 5091.768555
	Iteration 36Q: 3 clusters Score -3384500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3384530.250000 Penalty: 5091.768555
	Iteration 37Q: 3 clusters Score -3384530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3384557.250000 Penalty: 5091.768555
	Iteration 38Q: 3 clusters Score -3384557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3384564.000000 Penalty: 5091.768555
	Iteration 39Q: 3 clusters Score -3384564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3384575.250000 Penalty: 5091.768555
	Iteration 40F: 3 clusters Score -3384575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3384581.750000 Penalty: 5091.768555
	Iteration 41Q: 3 clusters Score -3384582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3384575.250000 Penalty: 5091.768555
	Iteration 42Q: 3 clusters Score -3384575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3384578.000000 Penalty: 5091.768555
	Iteration 43Q: 3 clusters Score -3384578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3384583.250000 Penalty: 5091.768555
	Iteration 44Q: 3 clusters Score -3384583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3384590.750000 Penalty: 5091.768555
	Iteration 45Q: 3 clusters Score -3384591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3384598.000000 Penalty: 5091.768555
	Iteration 46Q: 3 clusters Score -3384598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3384592.500000 Penalty: 5091.768555
	Iteration 47Q: 3 clusters Score -3384592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3384586.000000 Penalty: 5091.768555
	Iteration 48Q: 3 clusters Score -3384586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3384592.750000 Penalty: 5091.768555
	Iteration 49Q: 3 clusters Score -3384593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3384586.250000 Penalty: 5091.768555
	Iteration 50Q: 3 clusters Score -3384586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3384591.500000 Penalty: 5091.768555
	Iteration 51Q: 3 clusters Score -3384592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3384598.500000 Penalty: 5091.768555
	Iteration 52Q: 3 clusters Score -3384598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3384604.750000 Penalty: 5091.768555
	Iteration 53Q: 3 clusters Score -3384605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3384600.750000 Penalty: 5091.768555
	Iteration 54Q: 3 clusters Score -3384601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3384602.250000 Penalty: 5091.768555
	Iteration 55Q: 3 clusters Score -3384602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3384602.750000 Penalty: 5091.768555
	Iteration 56Q: 3 clusters Score -3384603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3384599.000000 Penalty: 5091.768555
	Iteration 57Q: 3 clusters Score -3384599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3384599.250000 Penalty: 5091.768555
	Iteration 58Q: 3 clusters Score -3384599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3384597.500000 Penalty: 5091.768555
	Iteration 59Q: 3 clusters Score -3384598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3384594.500000 Penalty: 5091.768555
	Iteration 60F: 3 clusters Score -3384594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 62608 members 
Mstep: Class 5 contains 208299 members 
Mstep: Class 6 contains 12248 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 320490 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 75492 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 14882 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163170 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8988 members 
Mstep: Class 33 contains 16481 members 
Entering Unmasked Estep 
Score: -183955744.000000 Penalty: 116968.171875
Splitting cluster 6 changes total score from -183955744.000000 to -183955744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -221735.359375 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -221735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -219177.171875 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -219177.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -219630.171875 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -219630.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219739.734375 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -219739.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219804.281250 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -219804.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219843.984375 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -219844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -219874.515625 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -219874.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219897.203125 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -219897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -219912.984375 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -219913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219927.734375 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -219927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219936.484375 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -219936.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219942.531250 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -219942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219947.328125 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -219947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219951.312500 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -219951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219956.640625 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -219956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -219960.343750 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -219960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -219963.968750 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -219964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219965.359375 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -219965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -219966.953125 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -219967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -219966.953125 Penalty: 3752.633545
	Iteration 18F: 3 clusters Score -219967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320490 members 
Entering Unmasked Estep 
Score: -37423812.000000 Penalty: 3144.046387
	Iteration 0F: 2 clusters Score -3.742381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -37218204.000000 Penalty: 6288.092773
	Iteration 0F: 3 clusters Score -3.72182e+07 nChanged 155458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -37310028.000000 Penalty: 6288.092773
	Iteration 1F: 3 clusters Score -3.731003e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -37311316.000000 Penalty: 6288.092773
	Iteration 2Q: 3 clusters Score -3.731132e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147356 members 
Mstep: Class 2 contains 173134 members 
Entering Unmasked Estep 
Score: -37313000.000000 Penalty: 6288.092773
	Iteration 3Q: 3 clusters Score -3.7313e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 180422 members 
Entering Unmasked Estep 
Score: -37315276.000000 Penalty: 6288.092773
	Iteration 4Q: 3 clusters Score -3.731528e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 191169 members 
Entering Unmasked Estep 
Score: -37319608.000000 Penalty: 6288.092773
	Iteration 5Q: 3 clusters Score -3.731961e+07 nChanged 16897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 206560 members 
Entering Unmasked Estep 
Score: -37328484.000000 Penalty: 6288.092773
	Iteration 6F: 3 clusters Score -3.732848e+07 nChanged 21358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 226662 members 
Entering Unmasked Estep 
Score: -37343512.000000 Penalty: 6288.092773
	Iteration 7F: 3 clusters Score -3.734351e+07 nChanged 23805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 249309 members 
Entering Unmasked Estep 
Score: -37363672.000000 Penalty: 6288.092773
	Iteration 8F: 3 clusters Score -3.736367e+07 nChanged 21073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 268926 members 
Entering Unmasked Estep 
Score: -37383360.000000 Penalty: 6288.092773
	Iteration 9F: 3 clusters Score -3.738336e+07 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 282169 members 
Entering Unmasked Estep 
Score: -37397472.000000 Penalty: 6288.092773
	Iteration 10Q: 3 clusters Score -3.739747e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 290241 members 
Entering Unmasked Estep 
Score: -37405836.000000 Penalty: 6288.092773
	Iteration 11Q: 3 clusters Score -3.740584e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 295707 members 
Entering Unmasked Estep 
Score: -37410828.000000 Penalty: 6288.092773
	Iteration 12Q: 3 clusters Score -3.741083e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 299977 members 
Entering Unmasked Estep 
Score: -37414400.000000 Penalty: 6288.092773
	Iteration 13Q: 3 clusters Score -3.74144e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 303801 members 
Entering Unmasked Estep 
Score: -37417044.000000 Penalty: 6288.092773
	Iteration 14Q: 3 clusters Score -3.741704e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 307194 members 
Entering Unmasked Estep 
Score: -37419560.000000 Penalty: 6288.092773
	Iteration 15Q: 3 clusters Score -3.741956e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 310306 members 
Entering Unmasked Estep 
Score: -37420784.000000 Penalty: 6288.092773
	Iteration 16Q: 3 clusters Score -3.742078e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 312952 members 
Entering Unmasked Estep 
Score: -37421168.000000 Penalty: 6288.092773
	Iteration 17Q: 3 clusters Score -3.742117e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 315148 members 
Entering Unmasked Estep 
Score: -37421264.000000 Penalty: 6288.092773
	Iteration 18Q: 3 clusters Score -3.742126e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 316938 members 
Entering Unmasked Estep 
Score: -37421348.000000 Penalty: 6288.092773
	Iteration 19Q: 3 clusters Score -3.742135e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 318363 members 
Entering Unmasked Estep 
Score: -37421348.000000 Penalty: 6288.092773
	Iteration 20F: 3 clusters Score -3.742135e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 319284 members 
Entering Unmasked Estep 
Score: -37421356.000000 Penalty: 6288.092773
	Iteration 21Q: 3 clusters Score -3.742136e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 319728 members 
Entering Unmasked Estep 
Score: -37421308.000000 Penalty: 6288.092773
	Iteration 22Q: 3 clusters Score -3.742131e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 319950 members 
Entering Unmasked Estep 
Score: -37421280.000000 Penalty: 6288.092773
	Iteration 23Q: 3 clusters Score -3.742128e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320065 members 
Entering Unmasked Estep 
Score: -37421332.000000 Penalty: 6288.092773
	Iteration 24Q: 3 clusters Score -3.742133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 320114 members 
Entering Unmasked Estep 
Score: -37421312.000000 Penalty: 6288.092773
	Iteration 25Q: 3 clusters Score -3.742131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320144 members 
Entering Unmasked Estep 
Score: -37421340.000000 Penalty: 6288.092773
	Iteration 26Q: 3 clusters Score -3.742134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 320156 members 
Entering Unmasked Estep 
Score: -37421316.000000 Penalty: 6288.092773
	Iteration 27Q: 3 clusters Score -3.742132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320169 members 
Entering Unmasked Estep 
Score: -37421356.000000 Penalty: 6288.092773
	Iteration 28Q: 3 clusters Score -3.742136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320183 members 
Entering Unmasked Estep 
Score: -37421340.000000 Penalty: 6288.092773
	Iteration 29Q: 3 clusters Score -3.742134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320191 members 
Entering Unmasked Estep 
Score: -37421324.000000 Penalty: 6288.092773
	Iteration 30Q: 3 clusters Score -3.742132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 320195 members 
Entering Unmasked Estep 
Score: -37421344.000000 Penalty: 6288.092773
	Iteration 31Q: 3 clusters Score -3.742134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 320198 members 
Entering Unmasked Estep 
Score: -37421368.000000 Penalty: 6288.092773
	Iteration 32Q: 3 clusters Score -3.742137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 320200 members 
Entering Unmasked Estep 
Score: -37421368.000000 Penalty: 6288.092773
	Iteration 33Q: 3 clusters Score -3.742137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320202 members 
Entering Unmasked Estep 
Score: -37421340.000000 Penalty: 6288.092773
	Iteration 34Q: 3 clusters Score -3.742134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 320203 members 
Entering Unmasked Estep 
Score: -37421348.000000 Penalty: 6288.092773
	Iteration 35Q: 3 clusters Score -3.742135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320207 members 
Entering Unmasked Estep 
Score: -37421376.000000 Penalty: 6288.092773
	Iteration 36Q: 3 clusters Score -3.742138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 320212 members 
Entering Unmasked Estep 
Score: -37421372.000000 Penalty: 6288.092773
	Iteration 37Q: 3 clusters Score -3.742137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 320215 members 
Entering Unmasked Estep 
Score: -37421400.000000 Penalty: 6288.092773
	Iteration 38Q: 3 clusters Score -3.74214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320219 members 
Entering Unmasked Estep 
Score: -37421408.000000 Penalty: 6288.092773
	Iteration 39Q: 3 clusters Score -3.742141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 320221 members 
Entering Unmasked Estep 
Score: -37421372.000000 Penalty: 6288.092773
	Iteration 40F: 3 clusters Score -3.742137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 320222 members 
Entering Unmasked Estep 
Score: -37421408.000000 Penalty: 6288.092773
	Iteration 41Q: 3 clusters Score -3.742141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320223 members 
Entering Unmasked Estep 
Score: -37421396.000000 Penalty: 6288.092773
	Iteration 42Q: 3 clusters Score -3.74214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320223 members 
Entering Unmasked Estep 
Score: -37421416.000000 Penalty: 6288.092773
	Iteration 43Q: 3 clusters Score -3.742142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320224 members 
Entering Unmasked Estep 
Score: -37421384.000000 Penalty: 6288.092773
	Iteration 44Q: 3 clusters Score -3.742138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320224 members 
Entering Unmasked Estep 
Score: -37421384.000000 Penalty: 6288.092773
	Iteration 45F: 3 clusters Score -3.742138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -99211.031250 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -99211.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97356.578125 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -97356.58 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97802.296875 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -97802.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98169.367188 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -98169.37 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -98499.671875 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -98499.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98747.351562 Penalty: 3435.095215
	Iteration 4F: 3 clusters Score -98747.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98907.335938 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -98907.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98997.820312 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -98997.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99082.328125 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -99082.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99130.234375 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -99130.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99175.921875 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -99175.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99212.226562 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -99212.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99246.195312 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -99246.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99255.054688 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -99255.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99257.242188 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -99257.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99258.601562 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -99258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99260.304688 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -99260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99261.320312 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -99261.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99262.203125 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -99262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99262.203125 Penalty: 3435.095215
	Iteration 18F: 3 clusters Score -99262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 62608 members 
Mstep: Class 5 contains 208299 members 
Mstep: Class 6 contains 28729 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 320490 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 75492 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 14882 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163170 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8988 members 
Mstep: Class 33 contains 485 members 
Entering Unmasked Estep 
Score: -183954624.000000 Penalty: 116968.171875
Splitting cluster 9 changes total score from -183955744.000000 to -183954624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Entering Unmasked Estep 
Score: -931023.500000 Penalty: 2227.082764
	Iteration 0F: 2 clusters Score -931023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -924717.875000 Penalty: 4454.165527
	Iteration 0F: 3 clusters Score -924717.9 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -926421.125000 Penalty: 4454.165527
	Iteration 1F: 3 clusters Score -926421.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -926673.125000 Penalty: 4454.165527
	Iteration 2F: 3 clusters Score -926673.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -926842.187500 Penalty: 4454.165527
	Iteration 3Q: 3 clusters Score -926842.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -926968.437500 Penalty: 4454.165527
	Iteration 4Q: 3 clusters Score -926968.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -927063.312500 Penalty: 4454.165527
	Iteration 5Q: 3 clusters Score -927063.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -927142.437500 Penalty: 4454.165527
	Iteration 6Q: 3 clusters Score -927142.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -927214.500000 Penalty: 4454.165527
	Iteration 7Q: 3 clusters Score -927214.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -927272.125000 Penalty: 4454.165527
	Iteration 8Q: 3 clusters Score -927272.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -927337.312500 Penalty: 4454.165527
	Iteration 9Q: 3 clusters Score -927337.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -927400.687500 Penalty: 4454.165527
	Iteration 10Q: 3 clusters Score -927400.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -927472.312500 Penalty: 4454.165527
	Iteration 11Q: 3 clusters Score -927472.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -927555.812500 Penalty: 4454.165527
	Iteration 12Q: 3 clusters Score -927555.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -927636.875000 Penalty: 4454.165527
	Iteration 13Q: 3 clusters Score -927636.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -927758.937500 Penalty: 4454.165527
	Iteration 14Q: 3 clusters Score -927758.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -927870.750000 Penalty: 4454.165527
	Iteration 15Q: 3 clusters Score -927870.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -928007.312500 Penalty: 4454.165527
	Iteration 16Q: 3 clusters Score -928007.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -928155.937500 Penalty: 4454.165527
	Iteration 17Q: 3 clusters Score -928155.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -928316.125000 Penalty: 4454.165527
	Iteration 18Q: 3 clusters Score -928316.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -928479.187500 Penalty: 4454.165527
	Iteration 19Q: 3 clusters Score -928479.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -928612.187500 Penalty: 4454.165527
	Iteration 20F: 3 clusters Score -928612.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -928716.312500 Penalty: 4454.165527
	Iteration 21Q: 3 clusters Score -928716.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -928801.937500 Penalty: 4454.165527
	Iteration 22Q: 3 clusters Score -928801.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -928858.812500 Penalty: 4454.165527
	Iteration 23Q: 3 clusters Score -928858.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -928903.312500 Penalty: 4454.165527
	Iteration 24Q: 3 clusters Score -928903.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -928943.812500 Penalty: 4454.165527
	Iteration 25Q: 3 clusters Score -928943.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -928979.687500 Penalty: 4454.165527
	Iteration 26Q: 3 clusters Score -928979.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -928996.062500 Penalty: 4454.165527
	Iteration 27Q: 3 clusters Score -928996.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -929017.312500 Penalty: 4454.165527
	Iteration 28Q: 3 clusters Score -929017.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -929032.250000 Penalty: 4454.165527
	Iteration 29Q: 3 clusters Score -929032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -929043.250000 Penalty: 4454.165527
	Iteration 30Q: 3 clusters Score -929043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -929050.437500 Penalty: 4454.165527
	Iteration 31Q: 3 clusters Score -929050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -929059.000000 Penalty: 4454.165527
	Iteration 32Q: 3 clusters Score -929059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -929069.062500 Penalty: 4454.165527
	Iteration 33Q: 3 clusters Score -929069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -929072.937500 Penalty: 4454.165527
	Iteration 34Q: 3 clusters Score -929072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -929077.750000 Penalty: 4454.165527
	Iteration 35Q: 3 clusters Score -929077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -929079.625000 Penalty: 4454.165527
	Iteration 36Q: 3 clusters Score -929079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -929089.875000 Penalty: 4454.165527
	Iteration 37Q: 3 clusters Score -929089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -929096.062500 Penalty: 4454.165527
	Iteration 38Q: 3 clusters Score -929096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -929098.625000 Penalty: 4454.165527
	Iteration 39Q: 3 clusters Score -929098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -929104.312500 Penalty: 4454.165527
	Iteration 40F: 3 clusters Score -929104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -929105.875000 Penalty: 4454.165527
	Iteration 41Q: 3 clusters Score -929105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -929107.500000 Penalty: 4454.165527
	Iteration 42Q: 3 clusters Score -929107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -929110.250000 Penalty: 4454.165527
	Iteration 43Q: 3 clusters Score -929110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -929111.437500 Penalty: 4454.165527
	Iteration 44Q: 3 clusters Score -929111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -929111.437500 Penalty: 4454.165527
	Iteration 45F: 3 clusters Score -929111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157863 members 
Entering Unmasked Estep 
Score: -18530950.000000 Penalty: 2968.431641
	Iteration 0F: 2 clusters Score -1.853095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -18425830.000000 Penalty: 5936.863281
	Iteration 0F: 3 clusters Score -1.842583e+07 nChanged 75544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -18469916.000000 Penalty: 5936.863281
	Iteration 1F: 3 clusters Score -1.846992e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -18471188.000000 Penalty: 5936.863281
	Iteration 2Q: 3 clusters Score -1.847119e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -18472892.000000 Penalty: 5936.863281
	Iteration 3Q: 3 clusters Score -1.847289e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -18475482.000000 Penalty: 5936.863281
	Iteration 4Q: 3 clusters Score -1.847548e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -18479386.000000 Penalty: 5936.863281
	Iteration 5Q: 3 clusters Score -1.847939e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -18485118.000000 Penalty: 5936.863281
	Iteration 6F: 3 clusters Score -1.848512e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -18493338.000000 Penalty: 5936.863281
	Iteration 7F: 3 clusters Score -1.849334e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -18503040.000000 Penalty: 5936.863281
	Iteration 8F: 3 clusters Score -1.850304e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -18510260.000000 Penalty: 5936.863281
	Iteration 9F: 3 clusters Score -1.851026e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -18513748.000000 Penalty: 5936.863281
	Iteration 10Q: 3 clusters Score -1.851375e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -18515186.000000 Penalty: 5936.863281
	Iteration 11Q: 3 clusters Score -1.851519e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -18516098.000000 Penalty: 5936.863281
	Iteration 12Q: 3 clusters Score -1.85161e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -18516572.000000 Penalty: 5936.863281
	Iteration 13Q: 3 clusters Score -1.851657e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -18517124.000000 Penalty: 5936.863281
	Iteration 14Q: 3 clusters Score -1.851712e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -18517516.000000 Penalty: 5936.863281
	Iteration 15Q: 3 clusters Score -1.851752e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -18517898.000000 Penalty: 5936.863281
	Iteration 16Q: 3 clusters Score -1.85179e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -18518114.000000 Penalty: 5936.863281
	Iteration 17Q: 3 clusters Score -1.851811e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -18518314.000000 Penalty: 5936.863281
	Iteration 18Q: 3 clusters Score -1.851831e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -18518524.000000 Penalty: 5936.863281
	Iteration 19Q: 3 clusters Score -1.851852e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -18518636.000000 Penalty: 5936.863281
	Iteration 20F: 3 clusters Score -1.851864e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -18518774.000000 Penalty: 5936.863281
	Iteration 21Q: 3 clusters Score -1.851877e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -18518958.000000 Penalty: 5936.863281
	Iteration 22Q: 3 clusters Score -1.851896e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -18519086.000000 Penalty: 5936.863281
	Iteration 23Q: 3 clusters Score -1.851909e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -18519336.000000 Penalty: 5936.863281
	Iteration 24Q: 3 clusters Score -1.851934e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -18519424.000000 Penalty: 5936.863281
	Iteration 25Q: 3 clusters Score -1.851942e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -18519514.000000 Penalty: 5936.863281
	Iteration 26Q: 3 clusters Score -1.851951e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 104752 members 
Entering Unmasked Estep 
Score: -18519674.000000 Penalty: 5936.863281
	Iteration 27Q: 3 clusters Score -1.851967e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -18519808.000000 Penalty: 5936.863281
	Iteration 28Q: 3 clusters Score -1.851981e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -18519976.000000 Penalty: 5936.863281
	Iteration 29Q: 3 clusters Score -1.851998e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -18520094.000000 Penalty: 5936.863281
	Iteration 30Q: 3 clusters Score -1.852009e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -18520196.000000 Penalty: 5936.863281
	Iteration 31Q: 3 clusters Score -1.85202e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -18520300.000000 Penalty: 5936.863281
	Iteration 32Q: 3 clusters Score -1.85203e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -18520538.000000 Penalty: 5936.863281
	Iteration 33Q: 3 clusters Score -1.852054e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -18520804.000000 Penalty: 5936.863281
	Iteration 34Q: 3 clusters Score -1.85208e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 112933 members 
Entering Unmasked Estep 
Score: -18520980.000000 Penalty: 5936.863281
	Iteration 35Q: 3 clusters Score -1.852098e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 114108 members 
Entering Unmasked Estep 
Score: -18521128.000000 Penalty: 5936.863281
	Iteration 36Q: 3 clusters Score -1.852113e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -18521284.000000 Penalty: 5936.863281
	Iteration 37Q: 3 clusters Score -1.852128e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -18521486.000000 Penalty: 5936.863281
	Iteration 38Q: 3 clusters Score -1.852149e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 117739 members 
Entering Unmasked Estep 
Score: -18521690.000000 Penalty: 5936.863281
	Iteration 39Q: 3 clusters Score -1.852169e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 118999 members 
Entering Unmasked Estep 
Score: -18521910.000000 Penalty: 5936.863281
	Iteration 40F: 3 clusters Score -1.852191e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 120331 members 
Entering Unmasked Estep 
Score: -18522160.000000 Penalty: 5936.863281
	Iteration 41Q: 3 clusters Score -1.852216e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -18522372.000000 Penalty: 5936.863281
	Iteration 42Q: 3 clusters Score -1.852237e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -18522598.000000 Penalty: 5936.863281
	Iteration 43Q: 3 clusters Score -1.85226e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -18522836.000000 Penalty: 5936.863281
	Iteration 44Q: 3 clusters Score -1.852284e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 125512 members 
Entering Unmasked Estep 
Score: -18523020.000000 Penalty: 5936.863281
	Iteration 45Q: 3 clusters Score -1.852302e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 126767 members 
Entering Unmasked Estep 
Score: -18523264.000000 Penalty: 5936.863281
	Iteration 46Q: 3 clusters Score -1.852326e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -18523486.000000 Penalty: 5936.863281
	Iteration 47Q: 3 clusters Score -1.852349e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -18523736.000000 Penalty: 5936.863281
	Iteration 48Q: 3 clusters Score -1.852374e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -18524042.000000 Penalty: 5936.863281
	Iteration 49Q: 3 clusters Score -1.852404e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 131952 members 
Entering Unmasked Estep 
Score: -18524290.000000 Penalty: 5936.863281
	Iteration 50Q: 3 clusters Score -1.852429e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 133128 members 
Entering Unmasked Estep 
Score: -18524584.000000 Penalty: 5936.863281
	Iteration 51Q: 3 clusters Score -1.852458e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 134233 members 
Entering Unmasked Estep 
Score: -18524832.000000 Penalty: 5936.863281
	Iteration 52Q: 3 clusters Score -1.852483e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -18525042.000000 Penalty: 5936.863281
	Iteration 53Q: 3 clusters Score -1.852504e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 136396 members 
Entering Unmasked Estep 
Score: -18525214.000000 Penalty: 5936.863281
	Iteration 54Q: 3 clusters Score -1.852521e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -18525430.000000 Penalty: 5936.863281
	Iteration 55Q: 3 clusters Score -1.852543e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -18525544.000000 Penalty: 5936.863281
	Iteration 56Q: 3 clusters Score -1.852554e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -18525730.000000 Penalty: 5936.863281
	Iteration 57Q: 3 clusters Score -1.852573e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 140311 members 
Entering Unmasked Estep 
Score: -18525904.000000 Penalty: 5936.863281
	Iteration 58Q: 3 clusters Score -1.85259e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 141201 members 
Entering Unmasked Estep 
Score: -18526134.000000 Penalty: 5936.863281
	Iteration 59Q: 3 clusters Score -1.852613e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -18526290.000000 Penalty: 5936.863281
	Iteration 60F: 3 clusters Score -1.852629e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -18526460.000000 Penalty: 5936.863281
	Iteration 61Q: 3 clusters Score -1.852646e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -18526744.000000 Penalty: 5936.863281
	Iteration 62Q: 3 clusters Score -1.852674e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -18526932.000000 Penalty: 5936.863281
	Iteration 63Q: 3 clusters Score -1.852693e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 145394 members 
Entering Unmasked Estep 
Score: -18527136.000000 Penalty: 5936.863281
	Iteration 64Q: 3 clusters Score -1.852714e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -18527276.000000 Penalty: 5936.863281
	Iteration 65Q: 3 clusters Score -1.852728e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 146652 members 
Entering Unmasked Estep 
Score: -18527426.000000 Penalty: 5936.863281
	Iteration 66Q: 3 clusters Score -1.852743e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -18527506.000000 Penalty: 5936.863281
	Iteration 67Q: 3 clusters Score -1.852751e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -18527638.000000 Penalty: 5936.863281
	Iteration 68Q: 3 clusters Score -1.852764e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 148364 members 
Entering Unmasked Estep 
Score: -18527794.000000 Penalty: 5936.863281
	Iteration 69Q: 3 clusters Score -1.852779e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 148915 members 
Entering Unmasked Estep 
Score: -18527890.000000 Penalty: 5936.863281
	Iteration 70Q: 3 clusters Score -1.852789e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 149410 members 
Entering Unmasked Estep 
Score: -18528052.000000 Penalty: 5936.863281
	Iteration 71Q: 3 clusters Score -1.852805e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 149882 members 
Entering Unmasked Estep 
Score: -18528106.000000 Penalty: 5936.863281
	Iteration 72Q: 3 clusters Score -1.852811e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -18528234.000000 Penalty: 5936.863281
	Iteration 73Q: 3 clusters Score -1.852823e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 150681 members 
Entering Unmasked Estep 
Score: -18528328.000000 Penalty: 5936.863281
	Iteration 74Q: 3 clusters Score -1.852833e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 151036 members 
Entering Unmasked Estep 
Score: -18528374.000000 Penalty: 5936.863281
	Iteration 75Q: 3 clusters Score -1.852837e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -18528530.000000 Penalty: 5936.863281
	Iteration 76Q: 3 clusters Score -1.852853e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -18528568.000000 Penalty: 5936.863281
	Iteration 77Q: 3 clusters Score -1.852857e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -18528596.000000 Penalty: 5936.863281
	Iteration 78Q: 3 clusters Score -1.85286e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 152061 members 
Entering Unmasked Estep 
Score: -18528628.000000 Penalty: 5936.863281
	Iteration 79Q: 3 clusters Score -1.852863e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -18528616.000000 Penalty: 5936.863281
	Iteration 80F: 3 clusters Score -1.852862e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 152428 members 
Entering Unmasked Estep 
Score: -18528636.000000 Penalty: 5936.863281
	Iteration 81Q: 3 clusters Score -1.852864e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 152606 members 
Entering Unmasked Estep 
Score: -18528640.000000 Penalty: 5936.863281
	Iteration 82Q: 3 clusters Score -1.852864e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -18528666.000000 Penalty: 5936.863281
	Iteration 83Q: 3 clusters Score -1.852867e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -18528746.000000 Penalty: 5936.863281
	Iteration 84Q: 3 clusters Score -1.852875e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -18528776.000000 Penalty: 5936.863281
	Iteration 85Q: 3 clusters Score -1.852878e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -18528762.000000 Penalty: 5936.863281
	Iteration 86Q: 3 clusters Score -1.852876e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -18528792.000000 Penalty: 5936.863281
	Iteration 87Q: 3 clusters Score -1.852879e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -18528790.000000 Penalty: 5936.863281
	Iteration 88Q: 3 clusters Score -1.852879e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -18528826.000000 Penalty: 5936.863281
	Iteration 89Q: 3 clusters Score -1.852883e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -18528840.000000 Penalty: 5936.863281
	Iteration 90Q: 3 clusters Score -1.852884e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -18528836.000000 Penalty: 5936.863281
	Iteration 91Q: 3 clusters Score -1.852884e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 153815 members 
Entering Unmasked Estep 
Score: -18528834.000000 Penalty: 5936.863281
	Iteration 92Q: 3 clusters Score -1.852883e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -18528846.000000 Penalty: 5936.863281
	Iteration 93Q: 3 clusters Score -1.852885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 153971 members 
Entering Unmasked Estep 
Score: -18528842.000000 Penalty: 5936.863281
	Iteration 94Q: 3 clusters Score -1.852884e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -18528862.000000 Penalty: 5936.863281
	Iteration 95Q: 3 clusters Score -1.852886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -18528864.000000 Penalty: 5936.863281
	Iteration 96Q: 3 clusters Score -1.852886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -18528858.000000 Penalty: 5936.863281
	Iteration 97Q: 3 clusters Score -1.852886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -18528854.000000 Penalty: 5936.863281
	Iteration 98Q: 3 clusters Score -1.852885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 154299 members 
Entering Unmasked Estep 
Score: -18528866.000000 Penalty: 5936.863281
	Iteration 99Q: 3 clusters Score -1.852887e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -18528874.000000 Penalty: 5936.863281
	Iteration 100F: 3 clusters Score -1.852887e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -18528848.000000 Penalty: 5936.863281
	Iteration 101Q: 3 clusters Score -1.852885e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 102Q: 3 clusters Score -1.852887e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -18528886.000000 Penalty: 5936.863281
	Iteration 103Q: 3 clusters Score -1.852889e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 154631 members 
Entering Unmasked Estep 
Score: -18528886.000000 Penalty: 5936.863281
	Iteration 104Q: 3 clusters Score -1.852889e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -18528890.000000 Penalty: 5936.863281
	Iteration 105Q: 3 clusters Score -1.852889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -18528876.000000 Penalty: 5936.863281
	Iteration 106Q: 3 clusters Score -1.852888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 154757 members 
Entering Unmasked Estep 
Score: -18528892.000000 Penalty: 5936.863281
	Iteration 107Q: 3 clusters Score -1.852889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 154784 members 
Entering Unmasked Estep 
Score: -18528888.000000 Penalty: 5936.863281
	Iteration 108Q: 3 clusters Score -1.852889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -18528902.000000 Penalty: 5936.863281
	Iteration 109Q: 3 clusters Score -1.85289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -18528866.000000 Penalty: 5936.863281
	Iteration 110Q: 3 clusters Score -1.852887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 154843 members 
Entering Unmasked Estep 
Score: -18528866.000000 Penalty: 5936.863281
	Iteration 111Q: 3 clusters Score -1.852887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 112Q: 3 clusters Score -1.852887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 154867 members 
Entering Unmasked Estep 
Score: -18528882.000000 Penalty: 5936.863281
	Iteration 113Q: 3 clusters Score -1.852888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -18528882.000000 Penalty: 5936.863281
	Iteration 114Q: 3 clusters Score -1.852888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 115Q: 3 clusters Score -1.852887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 116Q: 3 clusters Score -1.852887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -18528876.000000 Penalty: 5936.863281
	Iteration 117Q: 3 clusters Score -1.852888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -18528864.000000 Penalty: 5936.863281
	Iteration 118Q: 3 clusters Score -1.852886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -18528860.000000 Penalty: 5936.863281
	Iteration 119Q: 3 clusters Score -1.852886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 120F: 3 clusters Score -1.852887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -18528860.000000 Penalty: 5936.863281
	Iteration 121Q: 3 clusters Score -1.852886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -18528864.000000 Penalty: 5936.863281
	Iteration 122Q: 3 clusters Score -1.852886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 154968 members 
Entering Unmasked Estep 
Score: -18528870.000000 Penalty: 5936.863281
	Iteration 123Q: 3 clusters Score -1.852887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -18528880.000000 Penalty: 5936.863281
	Iteration 124Q: 3 clusters Score -1.852888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -18528886.000000 Penalty: 5936.863281
	Iteration 125Q: 3 clusters Score -1.852889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 154993 members 
Entering Unmasked Estep 
Score: -18528874.000000 Penalty: 5936.863281
	Iteration 126Q: 3 clusters Score -1.852887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 127Q: 3 clusters Score -1.852887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -18528874.000000 Penalty: 5936.863281
	Iteration 128Q: 3 clusters Score -1.852887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -18528878.000000 Penalty: 5936.863281
	Iteration 129Q: 3 clusters Score -1.852888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -18528868.000000 Penalty: 5936.863281
	Iteration 130Q: 3 clusters Score -1.852887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -18528878.000000 Penalty: 5936.863281
	Iteration 131Q: 3 clusters Score -1.852888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -18528888.000000 Penalty: 5936.863281
	Iteration 132Q: 3 clusters Score -1.852889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -18528890.000000 Penalty: 5936.863281
	Iteration 133Q: 3 clusters Score -1.852889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -18528864.000000 Penalty: 5936.863281
	Iteration 134Q: 3 clusters Score -1.852886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -18528862.000000 Penalty: 5936.863281
	Iteration 135Q: 3 clusters Score -1.852886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -18528858.000000 Penalty: 5936.863281
	Iteration 136Q: 3 clusters Score -1.852886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 155132 members 
Entering Unmasked Estep 
Score: -18528886.000000 Penalty: 5936.863281
	Iteration 137Q: 3 clusters Score -1.852889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -18528886.000000 Penalty: 5936.863281
	Iteration 138Q: 3 clusters Score -1.852889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -18528890.000000 Penalty: 5936.863281
	Iteration 139Q: 3 clusters Score -1.852889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -18528890.000000 Penalty: 5936.863281
	Iteration 140F: 3 clusters Score -1.852889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -18528882.000000 Penalty: 5936.863281
	Iteration 141Q: 3 clusters Score -1.852888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -18528910.000000 Penalty: 5936.863281
	Iteration 142Q: 3 clusters Score -1.852891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -18528896.000000 Penalty: 5936.863281
	Iteration 143Q: 3 clusters Score -1.85289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 155263 members 
Entering Unmasked Estep 
Score: -18528900.000000 Penalty: 5936.863281
	Iteration 144Q: 3 clusters Score -1.85289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 155279 members 
Entering Unmasked Estep 
Score: -18528918.000000 Penalty: 5936.863281
	Iteration 145Q: 3 clusters Score -1.852892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 155299 members 
Entering Unmasked Estep 
Score: -18528928.000000 Penalty: 5936.863281
	Iteration 146Q: 3 clusters Score -1.852893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -18528910.000000 Penalty: 5936.863281
	Iteration 147Q: 3 clusters Score -1.852891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -18528908.000000 Penalty: 5936.863281
	Iteration 148Q: 3 clusters Score -1.852891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -18528932.000000 Penalty: 5936.863281
	Iteration 149Q: 3 clusters Score -1.852893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -18528938.000000 Penalty: 5936.863281
	Iteration 150Q: 3 clusters Score -1.852894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -18528940.000000 Penalty: 5936.863281
	Iteration 151Q: 3 clusters Score -1.852894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -18528952.000000 Penalty: 5936.863281
	Iteration 152Q: 3 clusters Score -1.852895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 155453 members 
Entering Unmasked Estep 
Score: -18528950.000000 Penalty: 5936.863281
	Iteration 153Q: 3 clusters Score -1.852895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -18528954.000000 Penalty: 5936.863281
	Iteration 154Q: 3 clusters Score -1.852895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -18528950.000000 Penalty: 5936.863281
	Iteration 155Q: 3 clusters Score -1.852895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -18528946.000000 Penalty: 5936.863281
	Iteration 156Q: 3 clusters Score -1.852895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -18528974.000000 Penalty: 5936.863281
	Iteration 157Q: 3 clusters Score -1.852897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 155508 members 
Entering Unmasked Estep 
Score: -18528986.000000 Penalty: 5936.863281
	Iteration 158Q: 3 clusters Score -1.852899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -18528986.000000 Penalty: 5936.863281
	Iteration 159Q: 3 clusters Score -1.852899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -18528994.000000 Penalty: 5936.863281
	Iteration 160F: 3 clusters Score -1.852899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -18528980.000000 Penalty: 5936.863281
	Iteration 161Q: 3 clusters Score -1.852898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -18528988.000000 Penalty: 5936.863281
	Iteration 162Q: 3 clusters Score -1.852899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -18528988.000000 Penalty: 5936.863281
	Iteration 163Q: 3 clusters Score -1.852899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 155544 members 
Entering Unmasked Estep 
Score: -18528976.000000 Penalty: 5936.863281
	Iteration 164Q: 3 clusters Score -1.852898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 155551 members 
Entering Unmasked Estep 
Score: -18528982.000000 Penalty: 5936.863281
	Iteration 165Q: 3 clusters Score -1.852898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -18528966.000000 Penalty: 5936.863281
	Iteration 166Q: 3 clusters Score -1.852897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 155558 members 
Entering Unmasked Estep 
Score: -18528988.000000 Penalty: 5936.863281
	Iteration 167Q: 3 clusters Score -1.852899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 155559 members 
Entering Unmasked Estep 
Score: -18528982.000000 Penalty: 5936.863281
	Iteration 168Q: 3 clusters Score -1.852898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -18528996.000000 Penalty: 5936.863281
	Iteration 169Q: 3 clusters Score -1.8529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 155563 members 
Entering Unmasked Estep 
Score: -18529000.000000 Penalty: 5936.863281
	Iteration 170Q: 3 clusters Score -1.8529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -18529000.000000 Penalty: 5936.863281
	Iteration 171Q: 3 clusters Score -1.8529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -18529000.000000 Penalty: 5936.863281
	Iteration 172F: 3 clusters Score -1.8529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Entering Unmasked Estep 
Score: -7277430.500000 Penalty: 2733.529053
	Iteration 0F: 2 clusters Score -7277430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -7236117.500000 Penalty: 5467.058105
	Iteration 0F: 3 clusters Score -7236118 nChanged 28484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7252330.000000 Penalty: 5467.058105
	Iteration 1F: 3 clusters Score -7252330 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -7252993.000000 Penalty: 5467.058105
	Iteration 2Q: 3 clusters Score -7252993 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -7253672.000000 Penalty: 5467.058105
	Iteration 3Q: 3 clusters Score -7253672 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -7254348.500000 Penalty: 5467.058105
	Iteration 4Q: 3 clusters Score -7254348 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -7255291.500000 Penalty: 5467.058105
	Iteration 5Q: 3 clusters Score -7255292 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -7256649.500000 Penalty: 5467.058105
	Iteration 6Q: 3 clusters Score -7256650 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -7258679.000000 Penalty: 5467.058105
	Iteration 7F: 3 clusters Score -7258679 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -7261885.500000 Penalty: 5467.058105
	Iteration 8F: 3 clusters Score -7261886 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -7266078.500000 Penalty: 5467.058105
	Iteration 9F: 3 clusters Score -7266078 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -7269848.000000 Penalty: 5467.058105
	Iteration 10F: 3 clusters Score -7269848 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -7272540.000000 Penalty: 5467.058105
	Iteration 11Q: 3 clusters Score -7272540 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -7273976.000000 Penalty: 5467.058105
	Iteration 12Q: 3 clusters Score -7273976 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -7274759.500000 Penalty: 5467.058105
	Iteration 13Q: 3 clusters Score -7274760 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7275134.500000 Penalty: 5467.058105
	Iteration 14Q: 3 clusters Score -7275134 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -7275336.500000 Penalty: 5467.058105
	Iteration 15Q: 3 clusters Score -7275336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -7275422.500000 Penalty: 5467.058105
	Iteration 16Q: 3 clusters Score -7275422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -7275489.500000 Penalty: 5467.058105
	Iteration 17Q: 3 clusters Score -7275490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -7275514.500000 Penalty: 5467.058105
	Iteration 18Q: 3 clusters Score -7275514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7275539.500000 Penalty: 5467.058105
	Iteration 19Q: 3 clusters Score -7275540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -7275552.000000 Penalty: 5467.058105
	Iteration 20F: 3 clusters Score -7275552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -7275574.000000 Penalty: 5467.058105
	Iteration 21Q: 3 clusters Score -7275574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -7275588.000000 Penalty: 5467.058105
	Iteration 22Q: 3 clusters Score -7275588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -7275595.000000 Penalty: 5467.058105
	Iteration 23Q: 3 clusters Score -7275595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -7275593.500000 Penalty: 5467.058105
	Iteration 24Q: 3 clusters Score -7275594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -7275595.500000 Penalty: 5467.058105
	Iteration 25Q: 3 clusters Score -7275596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -7275596.500000 Penalty: 5467.058105
	Iteration 26Q: 3 clusters Score -7275596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -7275609.500000 Penalty: 5467.058105
	Iteration 27Q: 3 clusters Score -7275610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -7275619.500000 Penalty: 5467.058105
	Iteration 28Q: 3 clusters Score -7275620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -7275624.000000 Penalty: 5467.058105
	Iteration 29Q: 3 clusters Score -7275624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -7275629.500000 Penalty: 5467.058105
	Iteration 30Q: 3 clusters Score -7275630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -7275635.500000 Penalty: 5467.058105
	Iteration 31Q: 3 clusters Score -7275636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7275633.000000 Penalty: 5467.058105
	Iteration 32Q: 3 clusters Score -7275633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -7275639.500000 Penalty: 5467.058105
	Iteration 33Q: 3 clusters Score -7275640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -7275644.500000 Penalty: 5467.058105
	Iteration 34Q: 3 clusters Score -7275644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -7275644.000000 Penalty: 5467.058105
	Iteration 35Q: 3 clusters Score -7275644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -7275649.000000 Penalty: 5467.058105
	Iteration 36Q: 3 clusters Score -7275649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -7275647.500000 Penalty: 5467.058105
	Iteration 37Q: 3 clusters Score -7275648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -7275639.500000 Penalty: 5467.058105
	Iteration 38Q: 3 clusters Score -7275640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -7275638.000000 Penalty: 5467.058105
	Iteration 39Q: 3 clusters Score -7275638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7275637.500000 Penalty: 5467.058105
	Iteration 40F: 3 clusters Score -7275638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -7275644.000000 Penalty: 5467.058105
	Iteration 41Q: 3 clusters Score -7275644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -7275644.000000 Penalty: 5467.058105
	Iteration 42F: 3 clusters Score -7275644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Entering Unmasked Estep 
Score: -8589175.000000 Penalty: 2785.481934
	Iteration 0F: 2 clusters Score -8589175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -8538655.000000 Penalty: 5570.963867
	Iteration 0F: 3 clusters Score -8538655 nChanged 35415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -8558425.000000 Penalty: 5570.963867
	Iteration 1F: 3 clusters Score -8558425 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -8559111.000000 Penalty: 5570.963867
	Iteration 2Q: 3 clusters Score -8559111 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -8559720.000000 Penalty: 5570.963867
	Iteration 3Q: 3 clusters Score -8559720 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -8560469.000000 Penalty: 5570.963867
	Iteration 4Q: 3 clusters Score -8560469 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -8561390.000000 Penalty: 5570.963867
	Iteration 5Q: 3 clusters Score -8561390 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8562703.000000 Penalty: 5570.963867
	Iteration 6Q: 3 clusters Score -8562703 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8564467.000000 Penalty: 5570.963867
	Iteration 7Q: 3 clusters Score -8564467 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -8566782.000000 Penalty: 5570.963867
	Iteration 8Q: 3 clusters Score -8566782 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -8569959.000000 Penalty: 5570.963867
	Iteration 9F: 3 clusters Score -8569959 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -8573505.000000 Penalty: 5570.963867
	Iteration 10F: 3 clusters Score -8573505 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8576772.000000 Penalty: 5570.963867
	Iteration 11F: 3 clusters Score -8576772 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -8579069.000000 Penalty: 5570.963867
	Iteration 12Q: 3 clusters Score -8579069 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -8580699.000000 Penalty: 5570.963867
	Iteration 13Q: 3 clusters Score -8580699 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -8581806.000000 Penalty: 5570.963867
	Iteration 14Q: 3 clusters Score -8581806 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -8582649.000000 Penalty: 5570.963867
	Iteration 15Q: 3 clusters Score -8582649 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -8583389.000000 Penalty: 5570.963867
	Iteration 16Q: 3 clusters Score -8583389 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -8583899.000000 Penalty: 5570.963867
	Iteration 17Q: 3 clusters Score -8583899 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -8584380.000000 Penalty: 5570.963867
	Iteration 18Q: 3 clusters Score -8584380 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -8584765.000000 Penalty: 5570.963867
	Iteration 19Q: 3 clusters Score -8584765 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8585156.000000 Penalty: 5570.963867
	Iteration 20F: 3 clusters Score -8585156 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8585444.000000 Penalty: 5570.963867
	Iteration 21Q: 3 clusters Score -8585444 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8585681.000000 Penalty: 5570.963867
	Iteration 22Q: 3 clusters Score -8585681 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8585889.000000 Penalty: 5570.963867
	Iteration 23Q: 3 clusters Score -8585889 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8586056.000000 Penalty: 5570.963867
	Iteration 24Q: 3 clusters Score -8586056 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8586230.000000 Penalty: 5570.963867
	Iteration 25Q: 3 clusters Score -8586230 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -8586307.000000 Penalty: 5570.963867
	Iteration 26Q: 3 clusters Score -8586307 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8586427.000000 Penalty: 5570.963867
	Iteration 27Q: 3 clusters Score -8586427 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8586494.000000 Penalty: 5570.963867
	Iteration 28Q: 3 clusters Score -8586494 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8586552.000000 Penalty: 5570.963867
	Iteration 29Q: 3 clusters Score -8586552 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8586630.000000 Penalty: 5570.963867
	Iteration 30Q: 3 clusters Score -8586630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8586684.000000 Penalty: 5570.963867
	Iteration 31Q: 3 clusters Score -8586684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8586699.000000 Penalty: 5570.963867
	Iteration 32Q: 3 clusters Score -8586699 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8586724.000000 Penalty: 5570.963867
	Iteration 33Q: 3 clusters Score -8586724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8586751.000000 Penalty: 5570.963867
	Iteration 34Q: 3 clusters Score -8586751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8586775.000000 Penalty: 5570.963867
	Iteration 35Q: 3 clusters Score -8586775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8586809.000000 Penalty: 5570.963867
	Iteration 36Q: 3 clusters Score -8586809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8586817.000000 Penalty: 5570.963867
	Iteration 37Q: 3 clusters Score -8586817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8586830.000000 Penalty: 5570.963867
	Iteration 38Q: 3 clusters Score -8586830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8586835.000000 Penalty: 5570.963867
	Iteration 39Q: 3 clusters Score -8586835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8586860.000000 Penalty: 5570.963867
	Iteration 40F: 3 clusters Score -8586860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -8586863.000000 Penalty: 5570.963867
	Iteration 41Q: 3 clusters Score -8586863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8586883.000000 Penalty: 5570.963867
	Iteration 42Q: 3 clusters Score -8586883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8586894.000000 Penalty: 5570.963867
	Iteration 43Q: 3 clusters Score -8586894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8586892.000000 Penalty: 5570.963867
	Iteration 44Q: 3 clusters Score -8586892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8586883.000000 Penalty: 5570.963867
	Iteration 45Q: 3 clusters Score -8586883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8586907.000000 Penalty: 5570.963867
	Iteration 46Q: 3 clusters Score -8586907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8586920.000000 Penalty: 5570.963867
	Iteration 47Q: 3 clusters Score -8586920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8586927.000000 Penalty: 5570.963867
	Iteration 48Q: 3 clusters Score -8586927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8586930.000000 Penalty: 5570.963867
	Iteration 49Q: 3 clusters Score -8586930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8586925.000000 Penalty: 5570.963867
	Iteration 50Q: 3 clusters Score -8586925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8586933.000000 Penalty: 5570.963867
	Iteration 51Q: 3 clusters Score -8586933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8586940.000000 Penalty: 5570.963867
	Iteration 52Q: 3 clusters Score -8586940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8586942.000000 Penalty: 5570.963867
	Iteration 53Q: 3 clusters Score -8586942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8586940.000000 Penalty: 5570.963867
	Iteration 54Q: 3 clusters Score -8586940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8586943.000000 Penalty: 5570.963867
	Iteration 55Q: 3 clusters Score -8586943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8586937.000000 Penalty: 5570.963867
	Iteration 56Q: 3 clusters Score -8586937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8586947.000000 Penalty: 5570.963867
	Iteration 57Q: 3 clusters Score -8586947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8586956.000000 Penalty: 5570.963867
	Iteration 58Q: 3 clusters Score -8586956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8586961.000000 Penalty: 5570.963867
	Iteration 59Q: 3 clusters Score -8586961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8586961.000000 Penalty: 5570.963867
	Iteration 60F: 3 clusters Score -8586961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8586955.000000 Penalty: 5570.963867
	Iteration 61Q: 3 clusters Score -8586955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8586961.000000 Penalty: 5570.963867
	Iteration 62Q: 3 clusters Score -8586961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8586968.000000 Penalty: 5570.963867
	Iteration 63Q: 3 clusters Score -8586968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8586969.000000 Penalty: 5570.963867
	Iteration 64Q: 3 clusters Score -8586969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8586976.000000 Penalty: 5570.963867
	Iteration 65Q: 3 clusters Score -8586976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8586977.000000 Penalty: 5570.963867
	Iteration 66Q: 3 clusters Score -8586977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8586968.000000 Penalty: 5570.963867
	Iteration 67Q: 3 clusters Score -8586968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8586971.000000 Penalty: 5570.963867
	Iteration 68Q: 3 clusters Score -8586971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8586983.000000 Penalty: 5570.963867
	Iteration 69Q: 3 clusters Score -8586983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8586974.000000 Penalty: 5570.963867
	Iteration 70Q: 3 clusters Score -8586974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8586965.000000 Penalty: 5570.963867
	Iteration 71Q: 3 clusters Score -8586965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8586964.000000 Penalty: 5570.963867
	Iteration 72Q: 3 clusters Score -8586964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8586971.000000 Penalty: 5570.963867
	Iteration 73Q: 3 clusters Score -8586971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8586971.000000 Penalty: 5570.963867
	Iteration 74Q: 3 clusters Score -8586971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8586971.000000 Penalty: 5570.963867
	Iteration 75Q: 3 clusters Score -8586971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8586980.000000 Penalty: 5570.963867
	Iteration 76Q: 3 clusters Score -8586980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8586975.000000 Penalty: 5570.963867
	Iteration 77Q: 3 clusters Score -8586975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8586979.000000 Penalty: 5570.963867
	Iteration 78Q: 3 clusters Score -8586979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8586961.000000 Penalty: 5570.963867
	Iteration 79Q: 3 clusters Score -8586961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8586968.000000 Penalty: 5570.963867
	Iteration 80F: 3 clusters Score -8586968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8586971.000000 Penalty: 5570.963867
	Iteration 81Q: 3 clusters Score -8586971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8586974.000000 Penalty: 5570.963867
	Iteration 82Q: 3 clusters Score -8586974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8586978.000000 Penalty: 5570.963867
	Iteration 83Q: 3 clusters Score -8586978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8586978.000000 Penalty: 5570.963867
	Iteration 84F: 3 clusters Score -8586978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -639813.375000 Penalty: 2154.903809
	Iteration 0F: 2 clusters Score -639813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -634736.500000 Penalty: 4309.807617
	Iteration 0F: 3 clusters Score -634736.5 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -636114.125000 Penalty: 4309.807617
	Iteration 1F: 3 clusters Score -636114.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -636557.125000 Penalty: 4309.807617
	Iteration 2F: 3 clusters Score -636557.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -636952.062500 Penalty: 4309.807617
	Iteration 3F: 3 clusters Score -636952.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -637265.375000 Penalty: 4309.807617
	Iteration 4F: 3 clusters Score -637265.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -637517.875000 Penalty: 4309.807617
	Iteration 5F: 3 clusters Score -637517.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -637706.375000 Penalty: 4309.807617
	Iteration 6Q: 3 clusters Score -637706.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -637840.750000 Penalty: 4309.807617
	Iteration 7Q: 3 clusters Score -637840.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -637958.312500 Penalty: 4309.807617
	Iteration 8Q: 3 clusters Score -637958.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -638065.812500 Penalty: 4309.807617
	Iteration 9Q: 3 clusters Score -638065.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -638154.187500 Penalty: 4309.807617
	Iteration 10Q: 3 clusters Score -638154.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -638215.062500 Penalty: 4309.807617
	Iteration 11Q: 3 clusters Score -638215.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -638263.750000 Penalty: 4309.807617
	Iteration 12Q: 3 clusters Score -638263.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -638307.250000 Penalty: 4309.807617
	Iteration 13Q: 3 clusters Score -638307.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -638345.187500 Penalty: 4309.807617
	Iteration 14Q: 3 clusters Score -638345.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -638379.500000 Penalty: 4309.807617
	Iteration 15Q: 3 clusters Score -638379.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -638408.187500 Penalty: 4309.807617
	Iteration 16Q: 3 clusters Score -638408.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -638432.250000 Penalty: 4309.807617
	Iteration 17Q: 3 clusters Score -638432.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -638450.625000 Penalty: 4309.807617
	Iteration 18Q: 3 clusters Score -638450.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -638463.750000 Penalty: 4309.807617
	Iteration 19Q: 3 clusters Score -638463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -638477.500000 Penalty: 4309.807617
	Iteration 20F: 3 clusters Score -638477.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -638484.125000 Penalty: 4309.807617
	Iteration 21Q: 3 clusters Score -638484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -638489.875000 Penalty: 4309.807617
	Iteration 22Q: 3 clusters Score -638489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -638495.312500 Penalty: 4309.807617
	Iteration 23Q: 3 clusters Score -638495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -638496.062500 Penalty: 4309.807617
	Iteration 24Q: 3 clusters Score -638496.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -638498.562500 Penalty: 4309.807617
	Iteration 25Q: 3 clusters Score -638498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -638500.812500 Penalty: 4309.807617
	Iteration 26Q: 3 clusters Score -638500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -638502.687500 Penalty: 4309.807617
	Iteration 27Q: 3 clusters Score -638502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -638503.125000 Penalty: 4309.807617
	Iteration 28Q: 3 clusters Score -638503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -638505.812500 Penalty: 4309.807617
	Iteration 29Q: 3 clusters Score -638505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -638504.875000 Penalty: 4309.807617
	Iteration 30Q: 3 clusters Score -638504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -638506.437500 Penalty: 4309.807617
	Iteration 31Q: 3 clusters Score -638506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -638506.500000 Penalty: 4309.807617
	Iteration 32Q: 3 clusters Score -638506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -638508.062500 Penalty: 4309.807617
	Iteration 33Q: 3 clusters Score -638508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -638508.812500 Penalty: 4309.807617
	Iteration 34Q: 3 clusters Score -638508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -638508.937500 Penalty: 4309.807617
	Iteration 35Q: 3 clusters Score -638508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -638510.687500 Penalty: 4309.807617
	Iteration 36Q: 3 clusters Score -638510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -638514.187500 Penalty: 4309.807617
	Iteration 37Q: 3 clusters Score -638514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -638516.750000 Penalty: 4309.807617
	Iteration 38Q: 3 clusters Score -638516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -638519.937500 Penalty: 4309.807617
	Iteration 39Q: 3 clusters Score -638519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -638521.312500 Penalty: 4309.807617
	Iteration 40F: 3 clusters Score -638521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -638524.562500 Penalty: 4309.807617
	Iteration 41Q: 3 clusters Score -638524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -638524.000000 Penalty: 4309.807617
	Iteration 42Q: 3 clusters Score -638524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -638525.812500 Penalty: 4309.807617
	Iteration 43Q: 3 clusters Score -638525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -638525.125000 Penalty: 4309.807617
	Iteration 44Q: 3 clusters Score -638525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -638525.500000 Penalty: 4309.807617
	Iteration 45Q: 3 clusters Score -638525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -638526.312500 Penalty: 4309.807617
	Iteration 46Q: 3 clusters Score -638526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -638526.062500 Penalty: 4309.807617
	Iteration 47Q: 3 clusters Score -638526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -638526.375000 Penalty: 4309.807617
	Iteration 48Q: 3 clusters Score -638526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -638526.937500 Penalty: 4309.807617
	Iteration 49Q: 3 clusters Score -638526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -638528.062500 Penalty: 4309.807617
	Iteration 50Q: 3 clusters Score -638528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -638526.875000 Penalty: 4309.807617
	Iteration 51Q: 3 clusters Score -638526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -638527.625000 Penalty: 4309.807617
	Iteration 52Q: 3 clusters Score -638527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -638528.375000 Penalty: 4309.807617
	Iteration 53Q: 3 clusters Score -638528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -638528.375000 Penalty: 4309.807617
	Iteration 54F: 3 clusters Score -638528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -147970.046875 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -147970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145863.296875 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -145863.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146520.171875 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -146520.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -147246.640625 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -147246.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -147605.937500 Penalty: 3559.042969
	Iteration 3F: 3 clusters Score -147605.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -147894.031250 Penalty: 3559.042969
	Iteration 4F: 3 clusters Score -147894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -148047.718750 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -148047.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -148135.375000 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -148135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -148177.312500 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -148177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -148190.843750 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -148190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -148201.171875 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -148201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -148206.562500 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -148206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -148206.562500 Penalty: 3559.042969
	Iteration 11F: 3 clusters Score -148206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 62608 members 
Mstep: Class 5 contains 208299 members 
Mstep: Class 6 contains 28729 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 320490 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 75492 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 14882 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163170 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8988 members 
Mstep: Class 33 contains 178 members 
Entering Unmasked Estep 
Score: -183954208.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -183955744.000000 to -183954208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -98890.554688 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -98890.55 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 481 members 
Entering Unmasked Estep 
Score: -97017.460938 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -97017.46 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97294.796875 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -97294.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97419.171875 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -97419.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97480.726562 Penalty: 3392.911133
	Iteration 3Q: 3 clusters Score -97480.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97570.046875 Penalty: 3392.911133
	Iteration 4Q: 3 clusters Score -97570.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97687.718750 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -97687.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97846.867188 Penalty: 3392.911133
	Iteration 6F: 3 clusters Score -97846.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98035.656250 Penalty: 3392.911133
	Iteration 7F: 3 clusters Score -98035.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98253.289062 Penalty: 3392.911133
	Iteration 8F: 3 clusters Score -98253.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98508.390625 Penalty: 3392.911133
	Iteration 9F: 3 clusters Score -98508.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98666.367188 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -98666.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98728.078125 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -98728.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98789.195312 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -98789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98807.421875 Penalty: 3392.911133
	Iteration 13Q: 3 clusters Score -98807.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98811.898438 Penalty: 3392.911133
	Iteration 14Q: 3 clusters Score -98811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98815.437500 Penalty: 3392.911133
	Iteration 15Q: 3 clusters Score -98815.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98820.671875 Penalty: 3392.911133
	Iteration 16Q: 3 clusters Score -98820.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98824.890625 Penalty: 3392.911133
	Iteration 17Q: 3 clusters Score -98824.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98834.351562 Penalty: 3392.911133
	Iteration 18Q: 3 clusters Score -98834.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98837.890625 Penalty: 3392.911133
	Iteration 19Q: 3 clusters Score -98837.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98844.835938 Penalty: 3392.911133
	Iteration 20F: 3 clusters Score -98844.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98850.945312 Penalty: 3392.911133
	Iteration 21Q: 3 clusters Score -98850.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98850.945312 Penalty: 3392.911133
	Iteration 22F: 3 clusters Score -98850.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -474746.562500 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -474746.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -470679.062500 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -470679.1 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -471642.218750 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -471642.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -471850.468750 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -471850.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -471974.718750 Penalty: 4156.023438
	Iteration 3Q: 3 clusters Score -471974.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -472050.062500 Penalty: 4156.023438
	Iteration 4Q: 3 clusters Score -472050.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -472122.062500 Penalty: 4156.023438
	Iteration 5Q: 3 clusters Score -472122.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -472190.718750 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -472190.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -472258.906250 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -472258.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -472322.187500 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -472322.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -472382.437500 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -472382.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -472449.875000 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -472449.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -472550.687500 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -472550.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -472659.781250 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -472659.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -472769.062500 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -472769.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -472860.031250 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -472860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -472944.406250 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -472944.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -473033.250000 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -473033.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -473098.875000 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -473098.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -473145.968750 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -473146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -473181.687500 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -473181.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -473204.531250 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -473204.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -473228.375000 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -473228.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -473241.968750 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -473242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -473250.718750 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -473250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -473261.562500 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -473261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -473268.343750 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -473268.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -473276.906250 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -473276.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -473284.093750 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -473284.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -473293.375000 Penalty: 4156.023438
	Iteration 28Q: 3 clusters Score -473293.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -473302.531250 Penalty: 4156.023438
	Iteration 29Q: 3 clusters Score -473302.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -473309.250000 Penalty: 4156.023438
	Iteration 30Q: 3 clusters Score -473309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -473311.781250 Penalty: 4156.023438
	Iteration 31Q: 3 clusters Score -473311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -473314.187500 Penalty: 4156.023438
	Iteration 32Q: 3 clusters Score -473314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -473316.656250 Penalty: 4156.023438
	Iteration 33Q: 3 clusters Score -473316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473318.625000 Penalty: 4156.023438
	Iteration 34Q: 3 clusters Score -473318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -473320.093750 Penalty: 4156.023438
	Iteration 35Q: 3 clusters Score -473320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -473321.031250 Penalty: 4156.023438
	Iteration 36Q: 3 clusters Score -473321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -473323.281250 Penalty: 4156.023438
	Iteration 37Q: 3 clusters Score -473323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -473322.906250 Penalty: 4156.023438
	Iteration 38Q: 3 clusters Score -473322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -473325.250000 Penalty: 4156.023438
	Iteration 39Q: 3 clusters Score -473325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -473328.250000 Penalty: 4156.023438
	Iteration 40F: 3 clusters Score -473328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473330.375000 Penalty: 4156.023438
	Iteration 41Q: 3 clusters Score -473330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473331.687500 Penalty: 4156.023438
	Iteration 42Q: 3 clusters Score -473331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -473334.437500 Penalty: 4156.023438
	Iteration 43Q: 3 clusters Score -473334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473335.000000 Penalty: 4156.023438
	Iteration 44Q: 3 clusters Score -473335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -473335.562500 Penalty: 4156.023438
	Iteration 45Q: 3 clusters Score -473335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473336.281250 Penalty: 4156.023438
	Iteration 46Q: 3 clusters Score -473336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -473336.437500 Penalty: 4156.023438
	Iteration 47Q: 3 clusters Score -473336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -473336.593750 Penalty: 4156.023438
	Iteration 48Q: 3 clusters Score -473336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -473336.781250 Penalty: 4156.023438
	Iteration 49Q: 3 clusters Score -473336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -473336.781250 Penalty: 4156.023438
	Iteration 50F: 3 clusters Score -473336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Entering Unmasked Estep 
Score: -5406438.000000 Penalty: 2662.356689
	Iteration 0F: 2 clusters Score -5406438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5375350.500000 Penalty: 5324.713379
	Iteration 0F: 3 clusters Score -5375350 nChanged 21233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5387047.000000 Penalty: 5324.713379
	Iteration 1F: 3 clusters Score -5387047 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5387741.000000 Penalty: 5324.713379
	Iteration 2Q: 3 clusters Score -5387741 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5388586.000000 Penalty: 5324.713379
	Iteration 3Q: 3 clusters Score -5388586 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5389684.000000 Penalty: 5324.713379
	Iteration 4Q: 3 clusters Score -5389684 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5391151.500000 Penalty: 5324.713379
	Iteration 5F: 3 clusters Score -5391152 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5392900.000000 Penalty: 5324.713379
	Iteration 6F: 3 clusters Score -5392900 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5394663.000000 Penalty: 5324.713379
	Iteration 7F: 3 clusters Score -5394663 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5396076.000000 Penalty: 5324.713379
	Iteration 8F: 3 clusters Score -5396076 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5397142.500000 Penalty: 5324.713379
	Iteration 9F: 3 clusters Score -5397142 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -5397907.500000 Penalty: 5324.713379
	Iteration 10Q: 3 clusters Score -5397908 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5398350.500000 Penalty: 5324.713379
	Iteration 11Q: 3 clusters Score -5398350 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5398656.000000 Penalty: 5324.713379
	Iteration 12Q: 3 clusters Score -5398656 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5398852.500000 Penalty: 5324.713379
	Iteration 13Q: 3 clusters Score -5398852 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -5398953.000000 Penalty: 5324.713379
	Iteration 14Q: 3 clusters Score -5398953 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5399030.000000 Penalty: 5324.713379
	Iteration 15Q: 3 clusters Score -5399030 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5399094.500000 Penalty: 5324.713379
	Iteration 16Q: 3 clusters Score -5399094 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5399160.000000 Penalty: 5324.713379
	Iteration 17Q: 3 clusters Score -5399160 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5399201.000000 Penalty: 5324.713379
	Iteration 18Q: 3 clusters Score -5399201 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -5399213.500000 Penalty: 5324.713379
	Iteration 19Q: 3 clusters Score -5399214 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5399229.000000 Penalty: 5324.713379
	Iteration 20F: 3 clusters Score -5399229 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -5399241.000000 Penalty: 5324.713379
	Iteration 21Q: 3 clusters Score -5399241 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -5399242.500000 Penalty: 5324.713379
	Iteration 22Q: 3 clusters Score -5399242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5399271.500000 Penalty: 5324.713379
	Iteration 23Q: 3 clusters Score -5399272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -5399299.000000 Penalty: 5324.713379
	Iteration 24Q: 3 clusters Score -5399299 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5399309.000000 Penalty: 5324.713379
	Iteration 25Q: 3 clusters Score -5399309 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5399323.500000 Penalty: 5324.713379
	Iteration 26Q: 3 clusters Score -5399324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5399339.000000 Penalty: 5324.713379
	Iteration 27Q: 3 clusters Score -5399339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -5399331.000000 Penalty: 5324.713379
	Iteration 28Q: 3 clusters Score -5399331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5399333.500000 Penalty: 5324.713379
	Iteration 29Q: 3 clusters Score -5399334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5399352.000000 Penalty: 5324.713379
	Iteration 30Q: 3 clusters Score -5399352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -5399352.500000 Penalty: 5324.713379
	Iteration 31Q: 3 clusters Score -5399352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5399349.000000 Penalty: 5324.713379
	Iteration 32Q: 3 clusters Score -5399349 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5399356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5399350 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5399369.000000 Penalty: 5324.713379
	Iteration 35Q: 3 clusters Score -5399369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5399362.000000 Penalty: 5324.713379
	Iteration 36Q: 3 clusters Score -5399362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -5399361.500000 Penalty: 5324.713379
	Iteration 37Q: 3 clusters Score -5399362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5399357.000000 Penalty: 5324.713379
	Iteration 38Q: 3 clusters Score -5399357 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5399363.000000 Penalty: 5324.713379
	Iteration 39Q: 3 clusters Score -5399363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -5399366.000000 Penalty: 5324.713379
	Iteration 40F: 3 clusters Score -5399366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5399372.500000 Penalty: 5324.713379
	Iteration 41Q: 3 clusters Score -5399372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5399357.500000 Penalty: 5324.713379
	Iteration 42Q: 3 clusters Score -5399358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5399375.000000 Penalty: 5324.713379
	Iteration 43Q: 3 clusters Score -5399375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5399370.500000 Penalty: 5324.713379
	Iteration 44Q: 3 clusters Score -5399370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5399381.000000 Penalty: 5324.713379
	Iteration 45Q: 3 clusters Score -5399381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5399391.000000 Penalty: 5324.713379
	Iteration 46Q: 3 clusters Score -5399391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5399403.500000 Penalty: 5324.713379
	Iteration 47Q: 3 clusters Score -5399404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5399420.500000 Penalty: 5324.713379
	Iteration 48Q: 3 clusters Score -5399420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5399428.500000 Penalty: 5324.713379
	Iteration 49Q: 3 clusters Score -5399428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5399431.500000 Penalty: 5324.713379
	Iteration 50Q: 3 clusters Score -5399432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5399435.000000 Penalty: 5324.713379
	Iteration 51Q: 3 clusters Score -5399435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5399439.500000 Penalty: 5324.713379
	Iteration 52Q: 3 clusters Score -5399440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5399447.000000 Penalty: 5324.713379
	Iteration 53Q: 3 clusters Score -5399447 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5399440.000000 Penalty: 5324.713379
	Iteration 54Q: 3 clusters Score -5399440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5399444.000000 Penalty: 5324.713379
	Iteration 55Q: 3 clusters Score -5399444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5399473.500000 Penalty: 5324.713379
	Iteration 56Q: 3 clusters Score -5399474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5399472.500000 Penalty: 5324.713379
	Iteration 57Q: 3 clusters Score -5399472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5399477.000000 Penalty: 5324.713379
	Iteration 58Q: 3 clusters Score -5399477 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5399496.000000 Penalty: 5324.713379
	Iteration 59Q: 3 clusters Score -5399496 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -5399501.000000 Penalty: 5324.713379
	Iteration 60F: 3 clusters Score -5399501 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5399534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5399523.500000 Penalty: 5324.713379
	Iteration 62Q: 3 clusters Score -5399524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5399541.000000 Penalty: 5324.713379
	Iteration 63Q: 3 clusters Score -5399541 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5399568 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5399602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5399626.500000 Penalty: 5324.713379
	Iteration 66Q: 3 clusters Score -5399626 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5399662.000000 Penalty: 5324.713379
	Iteration 67Q: 3 clusters Score -5399662 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -5399701.000000 Penalty: 5324.713379
	Iteration 68Q: 3 clusters Score -5399701 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5399743.000000 Penalty: 5324.713379
	Iteration 69Q: 3 clusters Score -5399743 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -5399820.000000 Penalty: 5324.713379
	Iteration 70Q: 3 clusters Score -5399820 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5399897.500000 Penalty: 5324.713379
	Iteration 71Q: 3 clusters Score -5399898 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5400043.000000 Penalty: 5324.713379
	Iteration 72Q: 3 clusters Score -5400043 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -5400197.500000 Penalty: 5324.713379
	Iteration 73Q: 3 clusters Score -5400198 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5400401.500000 Penalty: 5324.713379
	Iteration 74Q: 3 clusters Score -5400402 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5400626.500000 Penalty: 5324.713379
	Iteration 75Q: 3 clusters Score -5400626 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -5400943.500000 Penalty: 5324.713379
	Iteration 76Q: 3 clusters Score -5400944 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -5401325.000000 Penalty: 5324.713379
	Iteration 77Q: 3 clusters Score -5401325 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -5401795.500000 Penalty: 5324.713379
	Iteration 78Q: 3 clusters Score -5401796 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5402326.000000 Penalty: 5324.713379
	Iteration 79Q: 3 clusters Score -5402326 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -5402815.000000 Penalty: 5324.713379
	Iteration 80F: 3 clusters Score -5402815 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -5403384.500000 Penalty: 5324.713379
	Iteration 81Q: 3 clusters Score -5403384 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5403889.000000 Penalty: 5324.713379
	Iteration 82Q: 3 clusters Score -5403889 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5404380.500000 Penalty: 5324.713379
	Iteration 83Q: 3 clusters Score -5404380 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5404778.500000 Penalty: 5324.713379
	Iteration 84Q: 3 clusters Score -5404778 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5405104.000000 Penalty: 5324.713379
	Iteration 85Q: 3 clusters Score -5405104 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5405334.500000 Penalty: 5324.713379
	Iteration 86Q: 3 clusters Score -5405334 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -5405497.000000 Penalty: 5324.713379
	Iteration 87Q: 3 clusters Score -5405497 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5405639.500000 Penalty: 5324.713379
	Iteration 88Q: 3 clusters Score -5405640 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5405732.000000 Penalty: 5324.713379
	Iteration 89Q: 3 clusters Score -5405732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5405795.000000 Penalty: 5324.713379
	Iteration 90Q: 3 clusters Score -5405795 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5405824.000000 Penalty: 5324.713379
	Iteration 91Q: 3 clusters Score -5405824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -5405848.500000 Penalty: 5324.713379
	Iteration 92Q: 3 clusters Score -5405848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -5405902.000000 Penalty: 5324.713379
	Iteration 93Q: 3 clusters Score -5405902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5405918.500000 Penalty: 5324.713379
	Iteration 94Q: 3 clusters Score -5405918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5405945.000000 Penalty: 5324.713379
	Iteration 95Q: 3 clusters Score -5405945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5405972.000000 Penalty: 5324.713379
	Iteration 96Q: 3 clusters Score -5405972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -5405985.000000 Penalty: 5324.713379
	Iteration 97Q: 3 clusters Score -5405985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5405998.500000 Penalty: 5324.713379
	Iteration 98Q: 3 clusters Score -5405998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -5405993.500000 Penalty: 5324.713379
	Iteration 99Q: 3 clusters Score -5405994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5405994.500000 Penalty: 5324.713379
	Iteration 100F: 3 clusters Score -5405994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -5406002.500000 Penalty: 5324.713379
	Iteration 101Q: 3 clusters Score -5406002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5405996.000000 Penalty: 5324.713379
	Iteration 102Q: 3 clusters Score -5405996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5406000.000000 Penalty: 5324.713379
	Iteration 103Q: 3 clusters Score -5406000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5406000.500000 Penalty: 5324.713379
	Iteration 104Q: 3 clusters Score -5406000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5406001.500000 Penalty: 5324.713379
	Iteration 105Q: 3 clusters Score -5406002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5406002.000000 Penalty: 5324.713379
	Iteration 106Q: 3 clusters Score -5406002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5406003.000000 Penalty: 5324.713379
	Iteration 107Q: 3 clusters Score -5406003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5406004.000000 Penalty: 5324.713379
	Iteration 108Q: 3 clusters Score -5406004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -5406011.500000 Penalty: 5324.713379
	Iteration 109Q: 3 clusters Score -5406012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -5406014.500000 Penalty: 5324.713379
	Iteration 110Q: 3 clusters Score -5406014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5406017.000000 Penalty: 5324.713379
	Iteration 111Q: 3 clusters Score -5406017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5406018.000000 Penalty: 5324.713379
	Iteration 112Q: 3 clusters Score -5406018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5406020.500000 Penalty: 5324.713379
	Iteration 113Q: 3 clusters Score -5406020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5406022.500000 Penalty: 5324.713379
	Iteration 114Q: 3 clusters Score -5406022 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5406022.500000 Penalty: 5324.713379
	Iteration 115F: 3 clusters Score -5406022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51763 members 
Entering Unmasked Estep 
Score: -6160128.000000 Penalty: 2691.898926
	Iteration 0F: 2 clusters Score -6160128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -6125236.000000 Penalty: 5383.797852
	Iteration 0F: 3 clusters Score -6125236 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6139007.500000 Penalty: 5383.797852
	Iteration 1F: 3 clusters Score -6139008 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -6139907.000000 Penalty: 5383.797852
	Iteration 2Q: 3 clusters Score -6139907 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -6141045.000000 Penalty: 5383.797852
	Iteration 3F: 3 clusters Score -6141045 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -6142638.000000 Penalty: 5383.797852
	Iteration 4F: 3 clusters Score -6142638 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -6144803.000000 Penalty: 5383.797852
	Iteration 5F: 3 clusters Score -6144803 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6147454.000000 Penalty: 5383.797852
	Iteration 6F: 3 clusters Score -6147454 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -6150262.500000 Penalty: 5383.797852
	Iteration 7F: 3 clusters Score -6150262 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -6152508.000000 Penalty: 5383.797852
	Iteration 8F: 3 clusters Score -6152508 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -6153734.500000 Penalty: 5383.797852
	Iteration 9Q: 3 clusters Score -6153734 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -6154383.000000 Penalty: 5383.797852
	Iteration 10Q: 3 clusters Score -6154383 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -6154733.000000 Penalty: 5383.797852
	Iteration 11Q: 3 clusters Score -6154733 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -6155045.500000 Penalty: 5383.797852
	Iteration 12Q: 3 clusters Score -6155046 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6155286.500000 Penalty: 5383.797852
	Iteration 13Q: 3 clusters Score -6155286 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -6155511.000000 Penalty: 5383.797852
	Iteration 14Q: 3 clusters Score -6155511 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -6155721.000000 Penalty: 5383.797852
	Iteration 15Q: 3 clusters Score -6155721 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6155932.500000 Penalty: 5383.797852
	Iteration 16Q: 3 clusters Score -6155932 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -6156175.500000 Penalty: 5383.797852
	Iteration 17Q: 3 clusters Score -6156176 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6156389.500000 Penalty: 5383.797852
	Iteration 18Q: 3 clusters Score -6156390 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -6156523.500000 Penalty: 5383.797852
	Iteration 19Q: 3 clusters Score -6156524 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6156714.500000 Penalty: 5383.797852
	Iteration 20F: 3 clusters Score -6156714 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6156880.000000 Penalty: 5383.797852
	Iteration 21Q: 3 clusters Score -6156880 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6156996.000000 Penalty: 5383.797852
	Iteration 22Q: 3 clusters Score -6156996 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -6157142.500000 Penalty: 5383.797852
	Iteration 23Q: 3 clusters Score -6157142 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6157240.000000 Penalty: 5383.797852
	Iteration 24Q: 3 clusters Score -6157240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6157322.000000 Penalty: 5383.797852
	Iteration 25Q: 3 clusters Score -6157322 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6157408.500000 Penalty: 5383.797852
	Iteration 26Q: 3 clusters Score -6157408 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6157481.000000 Penalty: 5383.797852
	Iteration 27Q: 3 clusters Score -6157481 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6157536.000000 Penalty: 5383.797852
	Iteration 28Q: 3 clusters Score -6157536 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6157572.000000 Penalty: 5383.797852
	Iteration 29Q: 3 clusters Score -6157572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6157611.000000 Penalty: 5383.797852
	Iteration 30Q: 3 clusters Score -6157611 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6157680.500000 Penalty: 5383.797852
	Iteration 31Q: 3 clusters Score -6157680 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6157706.500000 Penalty: 5383.797852
	Iteration 32Q: 3 clusters Score -6157706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6157763.000000 Penalty: 5383.797852
	Iteration 33Q: 3 clusters Score -6157763 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6157806.500000 Penalty: 5383.797852
	Iteration 34Q: 3 clusters Score -6157806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6157817.500000 Penalty: 5383.797852
	Iteration 35Q: 3 clusters Score -6157818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6157856.500000 Penalty: 5383.797852
	Iteration 36Q: 3 clusters Score -6157856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6157895.500000 Penalty: 5383.797852
	Iteration 37Q: 3 clusters Score -6157896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6157892.500000 Penalty: 5383.797852
	Iteration 38Q: 3 clusters Score -6157892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6157913.000000 Penalty: 5383.797852
	Iteration 39Q: 3 clusters Score -6157913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6157928.000000 Penalty: 5383.797852
	Iteration 40F: 3 clusters Score -6157928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6157951.500000 Penalty: 5383.797852
	Iteration 41Q: 3 clusters Score -6157952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6157967.500000 Penalty: 5383.797852
	Iteration 42Q: 3 clusters Score -6157968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6157966.500000 Penalty: 5383.797852
	Iteration 43Q: 3 clusters Score -6157966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6157975.000000 Penalty: 5383.797852
	Iteration 44Q: 3 clusters Score -6157975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6157991.000000 Penalty: 5383.797852
	Iteration 45Q: 3 clusters Score -6157991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6158007.500000 Penalty: 5383.797852
	Iteration 46Q: 3 clusters Score -6158008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6158015.500000 Penalty: 5383.797852
	Iteration 47Q: 3 clusters Score -6158016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6158021.000000 Penalty: 5383.797852
	Iteration 48Q: 3 clusters Score -6158021 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6158026.500000 Penalty: 5383.797852
	Iteration 49Q: 3 clusters Score -6158026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6158048.500000 Penalty: 5383.797852
	Iteration 50Q: 3 clusters Score -6158048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6158049.000000 Penalty: 5383.797852
	Iteration 51Q: 3 clusters Score -6158049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6158055.000000 Penalty: 5383.797852
	Iteration 52Q: 3 clusters Score -6158055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6158073.500000 Penalty: 5383.797852
	Iteration 53Q: 3 clusters Score -6158074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6158076.500000 Penalty: 5383.797852
	Iteration 54Q: 3 clusters Score -6158076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6158088.000000 Penalty: 5383.797852
	Iteration 55Q: 3 clusters Score -6158088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6158091.500000 Penalty: 5383.797852
	Iteration 56Q: 3 clusters Score -6158092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6158093.000000 Penalty: 5383.797852
	Iteration 57Q: 3 clusters Score -6158093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6158097.000000 Penalty: 5383.797852
	Iteration 58Q: 3 clusters Score -6158097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6158098.000000 Penalty: 5383.797852
	Iteration 59Q: 3 clusters Score -6158098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6158092.000000 Penalty: 5383.797852
	Iteration 60F: 3 clusters Score -6158092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6158102.000000 Penalty: 5383.797852
	Iteration 61Q: 3 clusters Score -6158102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6158110.500000 Penalty: 5383.797852
	Iteration 62Q: 3 clusters Score -6158110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6158107.000000 Penalty: 5383.797852
	Iteration 63Q: 3 clusters Score -6158107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6158120.500000 Penalty: 5383.797852
	Iteration 64Q: 3 clusters Score -6158120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6158124.500000 Penalty: 5383.797852
	Iteration 65Q: 3 clusters Score -6158124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6158117.500000 Penalty: 5383.797852
	Iteration 66Q: 3 clusters Score -6158118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6158117.500000 Penalty: 5383.797852
	Iteration 67Q: 3 clusters Score -6158118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6158128.000000 Penalty: 5383.797852
	Iteration 68Q: 3 clusters Score -6158128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6158130.000000 Penalty: 5383.797852
	Iteration 69Q: 3 clusters Score -6158130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6158120.500000 Penalty: 5383.797852
	Iteration 70Q: 3 clusters Score -6158120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6158126.500000 Penalty: 5383.797852
	Iteration 71Q: 3 clusters Score -6158126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6158126.500000 Penalty: 5383.797852
	Iteration 72Q: 3 clusters Score -6158126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6158131.000000 Penalty: 5383.797852
	Iteration 73Q: 3 clusters Score -6158131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6158143.500000 Penalty: 5383.797852
	Iteration 74Q: 3 clusters Score -6158144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6158138.000000 Penalty: 5383.797852
	Iteration 75Q: 3 clusters Score -6158138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6158141.000000 Penalty: 5383.797852
	Iteration 76Q: 3 clusters Score -6158141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6158140.000000 Penalty: 5383.797852
	Iteration 77Q: 3 clusters Score -6158140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6158141.000000 Penalty: 5383.797852
	Iteration 78Q: 3 clusters Score -6158141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6158141.000000 Penalty: 5383.797852
	Iteration 79F: 3 clusters Score -6158141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Entering Unmasked Estep 
Score: -4201793.000000 Penalty: 2596.593750
	Iteration 0F: 2 clusters Score -4201793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4177719.250000 Penalty: 5193.187500
	Iteration 0F: 3 clusters Score -4177719 nChanged 16070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4186440.750000 Penalty: 5193.187500
	Iteration 1F: 3 clusters Score -4186441 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4186931.500000 Penalty: 5193.187500
	Iteration 2Q: 3 clusters Score -4186932 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4187398.000000 Penalty: 5193.187500
	Iteration 3Q: 3 clusters Score -4187398 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4187810.500000 Penalty: 5193.187500
	Iteration 4Q: 3 clusters Score -4187810 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4188338.500000 Penalty: 5193.187500
	Iteration 5Q: 3 clusters Score -4188338 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4188976.750000 Penalty: 5193.187500
	Iteration 6Q: 3 clusters Score -4188977 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4189783.000000 Penalty: 5193.187500
	Iteration 7Q: 3 clusters Score -4189783 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4190779.750000 Penalty: 5193.187500
	Iteration 8F: 3 clusters Score -4190780 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4192229.500000 Penalty: 5193.187500
	Iteration 9F: 3 clusters Score -4192230 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -4194095.250000 Penalty: 5193.187500
	Iteration 10F: 3 clusters Score -4194095 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4195945.500000 Penalty: 5193.187500
	Iteration 11F: 3 clusters Score -4195946 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4197390.500000 Penalty: 5193.187500
	Iteration 12Q: 3 clusters Score -4197390 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4198324.500000 Penalty: 5193.187500
	Iteration 13Q: 3 clusters Score -4198324 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4198838.500000 Penalty: 5193.187500
	Iteration 14Q: 3 clusters Score -4198838 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -4199074.500000 Penalty: 5193.187500
	Iteration 15Q: 3 clusters Score -4199074 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -4199236.500000 Penalty: 5193.187500
	Iteration 16Q: 3 clusters Score -4199236 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4199360.000000 Penalty: 5193.187500
	Iteration 17Q: 3 clusters Score -4199360 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4199442.000000 Penalty: 5193.187500
	Iteration 18Q: 3 clusters Score -4199442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4199511.000000 Penalty: 5193.187500
	Iteration 19Q: 3 clusters Score -4199511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4199556.000000 Penalty: 5193.187500
	Iteration 20F: 3 clusters Score -4199556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4199595.000000 Penalty: 5193.187500
	Iteration 21Q: 3 clusters Score -4199595 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4199631.000000 Penalty: 5193.187500
	Iteration 22Q: 3 clusters Score -4199631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4199657.000000 Penalty: 5193.187500
	Iteration 23Q: 3 clusters Score -4199657 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4199693.000000 Penalty: 5193.187500
	Iteration 24Q: 3 clusters Score -4199693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4199720.000000 Penalty: 5193.187500
	Iteration 25Q: 3 clusters Score -4199720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4199745.500000 Penalty: 5193.187500
	Iteration 26Q: 3 clusters Score -4199746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4199755.500000 Penalty: 5193.187500
	Iteration 27Q: 3 clusters Score -4199756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4199777.000000 Penalty: 5193.187500
	Iteration 28Q: 3 clusters Score -4199777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4199784.000000 Penalty: 5193.187500
	Iteration 29Q: 3 clusters Score -4199784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4199798.000000 Penalty: 5193.187500
	Iteration 30Q: 3 clusters Score -4199798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4199813.500000 Penalty: 5193.187500
	Iteration 31Q: 3 clusters Score -4199814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4199831.000000 Penalty: 5193.187500
	Iteration 32Q: 3 clusters Score -4199831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4199838.500000 Penalty: 5193.187500
	Iteration 33Q: 3 clusters Score -4199838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4199851.500000 Penalty: 5193.187500
	Iteration 34Q: 3 clusters Score -4199852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4199850.000000 Penalty: 5193.187500
	Iteration 35Q: 3 clusters Score -4199850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4199865.500000 Penalty: 5193.187500
	Iteration 36Q: 3 clusters Score -4199866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -4199861.000000 Penalty: 5193.187500
	Iteration 37Q: 3 clusters Score -4199861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4199868.500000 Penalty: 5193.187500
	Iteration 38Q: 3 clusters Score -4199868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4199866.000000 Penalty: 5193.187500
	Iteration 39Q: 3 clusters Score -4199866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -4199865.000000 Penalty: 5193.187500
	Iteration 40F: 3 clusters Score -4199865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -4199871.500000 Penalty: 5193.187500
	Iteration 41Q: 3 clusters Score -4199872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4199869.500000 Penalty: 5193.187500
	Iteration 42Q: 3 clusters Score -4199870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4199881.500000 Penalty: 5193.187500
	Iteration 43Q: 3 clusters Score -4199882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4199887.500000 Penalty: 5193.187500
	Iteration 44Q: 3 clusters Score -4199888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4199891.500000 Penalty: 5193.187500
	Iteration 45Q: 3 clusters Score -4199892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -4199892.500000 Penalty: 5193.187500
	Iteration 46Q: 3 clusters Score -4199892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4199892.500000 Penalty: 5193.187500
	Iteration 47Q: 3 clusters Score -4199892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4199897.000000 Penalty: 5193.187500
	Iteration 48Q: 3 clusters Score -4199897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4199896.000000 Penalty: 5193.187500
	Iteration 49Q: 3 clusters Score -4199896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4199909.500000 Penalty: 5193.187500
	Iteration 50Q: 3 clusters Score -4199910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4199916.500000 Penalty: 5193.187500
	Iteration 51Q: 3 clusters Score -4199916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4199916.500000 Penalty: 5193.187500
	Iteration 52Q: 3 clusters Score -4199916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4199918.500000 Penalty: 5193.187500
	Iteration 53Q: 3 clusters Score -4199918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4199916.500000 Penalty: 5193.187500
	Iteration 54Q: 3 clusters Score -4199916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4199916.500000 Penalty: 5193.187500
	Iteration 55F: 3 clusters Score -4199916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Entering Unmasked Estep 
Score: -1711274.500000 Penalty: 2382.760986
	Iteration 0F: 2 clusters Score -1711274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1700472.875000 Penalty: 4765.521973
	Iteration 0F: 3 clusters Score -1700473 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1703902.875000 Penalty: 4765.521973
	Iteration 1F: 3 clusters Score -1703903 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1704238.375000 Penalty: 4765.521973
	Iteration 2F: 3 clusters Score -1704238 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1704476.250000 Penalty: 4765.521973
	Iteration 3Q: 3 clusters Score -1704476 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1704659.750000 Penalty: 4765.521973
	Iteration 4Q: 3 clusters Score -1704660 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1704832.625000 Penalty: 4765.521973
	Iteration 5Q: 3 clusters Score -1704833 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1704995.500000 Penalty: 4765.521973
	Iteration 6Q: 3 clusters Score -1704996 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1705162.625000 Penalty: 4765.521973
	Iteration 7Q: 3 clusters Score -1705163 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1705355.000000 Penalty: 4765.521973
	Iteration 8Q: 3 clusters Score -1705355 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1705582.125000 Penalty: 4765.521973
	Iteration 9Q: 3 clusters Score -1705582 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1705840.500000 Penalty: 4765.521973
	Iteration 10Q: 3 clusters Score -1705840 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1706170.750000 Penalty: 4765.521973
	Iteration 11Q: 3 clusters Score -1706171 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1706554.500000 Penalty: 4765.521973
	Iteration 12Q: 3 clusters Score -1706554 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1707011.750000 Penalty: 4765.521973
	Iteration 13Q: 3 clusters Score -1707012 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1707480.250000 Penalty: 4765.521973
	Iteration 14Q: 3 clusters Score -1707480 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1707874.375000 Penalty: 4765.521973
	Iteration 15Q: 3 clusters Score -1707874 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1708202.750000 Penalty: 4765.521973
	Iteration 16Q: 3 clusters Score -1708203 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1708493.750000 Penalty: 4765.521973
	Iteration 17Q: 3 clusters Score -1708494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1708701.750000 Penalty: 4765.521973
	Iteration 18Q: 3 clusters Score -1708702 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1708878.750000 Penalty: 4765.521973
	Iteration 19Q: 3 clusters Score -1708879 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1709020.750000 Penalty: 4765.521973
	Iteration 20F: 3 clusters Score -1709021 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1709101.000000 Penalty: 4765.521973
	Iteration 21Q: 3 clusters Score -1709101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1709176.750000 Penalty: 4765.521973
	Iteration 22Q: 3 clusters Score -1709177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1709209.875000 Penalty: 4765.521973
	Iteration 23Q: 3 clusters Score -1709210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1709232.875000 Penalty: 4765.521973
	Iteration 24Q: 3 clusters Score -1709233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1709258.500000 Penalty: 4765.521973
	Iteration 25Q: 3 clusters Score -1709258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1709271.375000 Penalty: 4765.521973
	Iteration 26Q: 3 clusters Score -1709271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1709281.250000 Penalty: 4765.521973
	Iteration 27Q: 3 clusters Score -1709281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1709292.250000 Penalty: 4765.521973
	Iteration 28Q: 3 clusters Score -1709292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1709301.625000 Penalty: 4765.521973
	Iteration 29Q: 3 clusters Score -1709302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1709312.500000 Penalty: 4765.521973
	Iteration 30Q: 3 clusters Score -1709312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1709312.625000 Penalty: 4765.521973
	Iteration 31Q: 3 clusters Score -1709313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1709316.250000 Penalty: 4765.521973
	Iteration 32Q: 3 clusters Score -1709316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1709316.625000 Penalty: 4765.521973
	Iteration 33Q: 3 clusters Score -1709317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1709316.625000 Penalty: 4765.521973
	Iteration 34F: 3 clusters Score -1709317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -633633.000000 Penalty: 2127.088623
	Iteration 0F: 2 clusters Score -633633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -629001.937500 Penalty: 4254.177246
	Iteration 0F: 3 clusters Score -629001.9 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -630152.187500 Penalty: 4254.177246
	Iteration 1F: 3 clusters Score -630152.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -630398.750000 Penalty: 4254.177246
	Iteration 2F: 3 clusters Score -630398.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -630544.625000 Penalty: 4254.177246
	Iteration 3F: 3 clusters Score -630544.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -630634.062500 Penalty: 4254.177246
	Iteration 4Q: 3 clusters Score -630634.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -630703.500000 Penalty: 4254.177246
	Iteration 5Q: 3 clusters Score -630703.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -630756.500000 Penalty: 4254.177246
	Iteration 6Q: 3 clusters Score -630756.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -630801.375000 Penalty: 4254.177246
	Iteration 7Q: 3 clusters Score -630801.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -630853.000000 Penalty: 4254.177246
	Iteration 8Q: 3 clusters Score -630853 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -630896.000000 Penalty: 4254.177246
	Iteration 9Q: 3 clusters Score -630896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -630939.750000 Penalty: 4254.177246
	Iteration 10Q: 3 clusters Score -630939.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -630989.875000 Penalty: 4254.177246
	Iteration 11Q: 3 clusters Score -630989.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -631038.437500 Penalty: 4254.177246
	Iteration 12Q: 3 clusters Score -631038.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -631093.625000 Penalty: 4254.177246
	Iteration 13Q: 3 clusters Score -631093.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -631160.375000 Penalty: 4254.177246
	Iteration 14Q: 3 clusters Score -631160.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -631250.125000 Penalty: 4254.177246
	Iteration 15Q: 3 clusters Score -631250.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -631358.312500 Penalty: 4254.177246
	Iteration 16Q: 3 clusters Score -631358.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -631444.625000 Penalty: 4254.177246
	Iteration 17Q: 3 clusters Score -631444.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -631529.312500 Penalty: 4254.177246
	Iteration 18Q: 3 clusters Score -631529.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -631619.562500 Penalty: 4254.177246
	Iteration 19Q: 3 clusters Score -631619.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -631701.562500 Penalty: 4254.177246
	Iteration 20F: 3 clusters Score -631701.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -631765.375000 Penalty: 4254.177246
	Iteration 21Q: 3 clusters Score -631765.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -631813.500000 Penalty: 4254.177246
	Iteration 22Q: 3 clusters Score -631813.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -631867.812500 Penalty: 4254.177246
	Iteration 23Q: 3 clusters Score -631867.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -631910.750000 Penalty: 4254.177246
	Iteration 24Q: 3 clusters Score -631910.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -631951.125000 Penalty: 4254.177246
	Iteration 25Q: 3 clusters Score -631951.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -631992.375000 Penalty: 4254.177246
	Iteration 26Q: 3 clusters Score -631992.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -632027.250000 Penalty: 4254.177246
	Iteration 27Q: 3 clusters Score -632027.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -632049.187500 Penalty: 4254.177246
	Iteration 28Q: 3 clusters Score -632049.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -632066.062500 Penalty: 4254.177246
	Iteration 29Q: 3 clusters Score -632066.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -632077.437500 Penalty: 4254.177246
	Iteration 30Q: 3 clusters Score -632077.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -632083.625000 Penalty: 4254.177246
	Iteration 31Q: 3 clusters Score -632083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -632087.312500 Penalty: 4254.177246
	Iteration 32Q: 3 clusters Score -632087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -632091.687500 Penalty: 4254.177246
	Iteration 33Q: 3 clusters Score -632091.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -632095.875000 Penalty: 4254.177246
	Iteration 34Q: 3 clusters Score -632095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -632099.937500 Penalty: 4254.177246
	Iteration 35Q: 3 clusters Score -632099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -632102.625000 Penalty: 4254.177246
	Iteration 36Q: 3 clusters Score -632102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -632102.062500 Penalty: 4254.177246
	Iteration 37Q: 3 clusters Score -632102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -632101.375000 Penalty: 4254.177246
	Iteration 38Q: 3 clusters Score -632101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -632101.375000 Penalty: 4254.177246
	Iteration 39F: 3 clusters Score -632101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Entering Unmasked Estep 
Score: -1003996.812500 Penalty: 2248.341309
	Iteration 0F: 2 clusters Score -1003997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -997136.437500 Penalty: 4496.682617
	Iteration 0F: 3 clusters Score -997136.4 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -999126.187500 Penalty: 4496.682617
	Iteration 1F: 3 clusters Score -999126.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -999405.875000 Penalty: 4496.682617
	Iteration 2F: 3 clusters Score -999405.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -999614.312500 Penalty: 4496.682617
	Iteration 3Q: 3 clusters Score -999614.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -999772.312500 Penalty: 4496.682617
	Iteration 4Q: 3 clusters Score -999772.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -999926.125000 Penalty: 4496.682617
	Iteration 5Q: 3 clusters Score -999926.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1000038.562500 Penalty: 4496.682617
	Iteration 6Q: 3 clusters Score -1000039 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1000135.312500 Penalty: 4496.682617
	Iteration 7Q: 3 clusters Score -1000135 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1000225.937500 Penalty: 4496.682617
	Iteration 8Q: 3 clusters Score -1000226 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1000299.812500 Penalty: 4496.682617
	Iteration 9Q: 3 clusters Score -1000300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1000362.187500 Penalty: 4496.682617
	Iteration 10Q: 3 clusters Score -1000362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1000425.750000 Penalty: 4496.682617
	Iteration 11Q: 3 clusters Score -1000426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1000494.375000 Penalty: 4496.682617
	Iteration 12Q: 3 clusters Score -1000494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1000553.125000 Penalty: 4496.682617
	Iteration 13Q: 3 clusters Score -1000553 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1000609.250000 Penalty: 4496.682617
	Iteration 14Q: 3 clusters Score -1000609 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1000656.062500 Penalty: 4496.682617
	Iteration 15Q: 3 clusters Score -1000656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1000699.000000 Penalty: 4496.682617
	Iteration 16Q: 3 clusters Score -1000699 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1000740.250000 Penalty: 4496.682617
	Iteration 17Q: 3 clusters Score -1000740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1000788.000000 Penalty: 4496.682617
	Iteration 18Q: 3 clusters Score -1000788 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1000830.687500 Penalty: 4496.682617
	Iteration 19Q: 3 clusters Score -1000831 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1000875.250000 Penalty: 4496.682617
	Iteration 20F: 3 clusters Score -1000875 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1000905.687500 Penalty: 4496.682617
	Iteration 21Q: 3 clusters Score -1000906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1000937.437500 Penalty: 4496.682617
	Iteration 22Q: 3 clusters Score -1000937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1000964.125000 Penalty: 4496.682617
	Iteration 23Q: 3 clusters Score -1000964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1000985.687500 Penalty: 4496.682617
	Iteration 24Q: 3 clusters Score -1000986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1001002.250000 Penalty: 4496.682617
	Iteration 25Q: 3 clusters Score -1001002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1001017.437500 Penalty: 4496.682617
	Iteration 26Q: 3 clusters Score -1001017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1001037.062500 Penalty: 4496.682617
	Iteration 27Q: 3 clusters Score -1001037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1001055.562500 Penalty: 4496.682617
	Iteration 28Q: 3 clusters Score -1001056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1001079.500000 Penalty: 4496.682617
	Iteration 29Q: 3 clusters Score -1001080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1001097.812500 Penalty: 4496.682617
	Iteration 30Q: 3 clusters Score -1001098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1001113.625000 Penalty: 4496.682617
	Iteration 31Q: 3 clusters Score -1001114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1001119.750000 Penalty: 4496.682617
	Iteration 32Q: 3 clusters Score -1001120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1001129.812500 Penalty: 4496.682617
	Iteration 33Q: 3 clusters Score -1001130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1001141.375000 Penalty: 4496.682617
	Iteration 34Q: 3 clusters Score -1001141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1001149.500000 Penalty: 4496.682617
	Iteration 35Q: 3 clusters Score -1001150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1001156.375000 Penalty: 4496.682617
	Iteration 36Q: 3 clusters Score -1001156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1001167.062500 Penalty: 4496.682617
	Iteration 37Q: 3 clusters Score -1001167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1001175.375000 Penalty: 4496.682617
	Iteration 38Q: 3 clusters Score -1001175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1001184.500000 Penalty: 4496.682617
	Iteration 39Q: 3 clusters Score -1001184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1001194.187500 Penalty: 4496.682617
	Iteration 40F: 3 clusters Score -1001194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1001203.250000 Penalty: 4496.682617
	Iteration 41Q: 3 clusters Score -1001203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1001210.812500 Penalty: 4496.682617
	Iteration 42Q: 3 clusters Score -1001211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1001221.875000 Penalty: 4496.682617
	Iteration 43Q: 3 clusters Score -1001222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1001231.812500 Penalty: 4496.682617
	Iteration 44Q: 3 clusters Score -1001232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1001242.062500 Penalty: 4496.682617
	Iteration 45Q: 3 clusters Score -1001242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1001253.375000 Penalty: 4496.682617
	Iteration 46Q: 3 clusters Score -1001253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1001265.750000 Penalty: 4496.682617
	Iteration 47Q: 3 clusters Score -1001266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1001274.875000 Penalty: 4496.682617
	Iteration 48Q: 3 clusters Score -1001275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1001287.000000 Penalty: 4496.682617
	Iteration 49Q: 3 clusters Score -1001287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1001296.500000 Penalty: 4496.682617
	Iteration 50Q: 3 clusters Score -1001296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1001306.000000 Penalty: 4496.682617
	Iteration 51Q: 3 clusters Score -1001306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1001322.125000 Penalty: 4496.682617
	Iteration 52Q: 3 clusters Score -1001322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1001337.250000 Penalty: 4496.682617
	Iteration 53Q: 3 clusters Score -1001337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1001348.000000 Penalty: 4496.682617
	Iteration 54Q: 3 clusters Score -1001348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1001361.625000 Penalty: 4496.682617
	Iteration 55Q: 3 clusters Score -1001362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1001371.625000 Penalty: 4496.682617
	Iteration 56Q: 3 clusters Score -1001372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1001380.687500 Penalty: 4496.682617
	Iteration 57Q: 3 clusters Score -1001381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1001388.812500 Penalty: 4496.682617
	Iteration 58Q: 3 clusters Score -1001389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1001398.562500 Penalty: 4496.682617
	Iteration 59Q: 3 clusters Score -1001399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1001411.187500 Penalty: 4496.682617
	Iteration 60F: 3 clusters Score -1001411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1001424.562500 Penalty: 4496.682617
	Iteration 61Q: 3 clusters Score -1001425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1001437.562500 Penalty: 4496.682617
	Iteration 62Q: 3 clusters Score -1001438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1001446.312500 Penalty: 4496.682617
	Iteration 63Q: 3 clusters Score -1001446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1001455.625000 Penalty: 4496.682617
	Iteration 64Q: 3 clusters Score -1001456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1001475.500000 Penalty: 4496.682617
	Iteration 65Q: 3 clusters Score -1001476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1001495.812500 Penalty: 4496.682617
	Iteration 66Q: 3 clusters Score -1001496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1001519.812500 Penalty: 4496.682617
	Iteration 67Q: 3 clusters Score -1001520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1001538.812500 Penalty: 4496.682617
	Iteration 68Q: 3 clusters Score -1001539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1001566.000000 Penalty: 4496.682617
	Iteration 69Q: 3 clusters Score -1001566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1001587.437500 Penalty: 4496.682617
	Iteration 70Q: 3 clusters Score -1001587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1001603.937500 Penalty: 4496.682617
	Iteration 71Q: 3 clusters Score -1001604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1001623.187500 Penalty: 4496.682617
	Iteration 72Q: 3 clusters Score -1001623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1001641.250000 Penalty: 4496.682617
	Iteration 73Q: 3 clusters Score -1001641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1001664.312500 Penalty: 4496.682617
	Iteration 74Q: 3 clusters Score -1001664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1001687.562500 Penalty: 4496.682617
	Iteration 75Q: 3 clusters Score -1001688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1001704.875000 Penalty: 4496.682617
	Iteration 76Q: 3 clusters Score -1001705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1001713.687500 Penalty: 4496.682617
	Iteration 77Q: 3 clusters Score -1001714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1001720.687500 Penalty: 4496.682617
	Iteration 78Q: 3 clusters Score -1001721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1001726.875000 Penalty: 4496.682617
	Iteration 79Q: 3 clusters Score -1001727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1001733.687500 Penalty: 4496.682617
	Iteration 80F: 3 clusters Score -1001734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1001739.875000 Penalty: 4496.682617
	Iteration 81Q: 3 clusters Score -1001740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1001749.812500 Penalty: 4496.682617
	Iteration 82Q: 3 clusters Score -1001750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1001756.875000 Penalty: 4496.682617
	Iteration 83Q: 3 clusters Score -1001757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1001762.375000 Penalty: 4496.682617
	Iteration 84Q: 3 clusters Score -1001762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1001768.687500 Penalty: 4496.682617
	Iteration 85Q: 3 clusters Score -1001769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1001775.250000 Penalty: 4496.682617
	Iteration 86Q: 3 clusters Score -1001775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1001774.687500 Penalty: 4496.682617
	Iteration 87Q: 3 clusters Score -1001775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1001785.250000 Penalty: 4496.682617
	Iteration 88Q: 3 clusters Score -1001785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1001786.125000 Penalty: 4496.682617
	Iteration 89Q: 3 clusters Score -1001786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1001786.562500 Penalty: 4496.682617
	Iteration 90Q: 3 clusters Score -1001787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1001788.750000 Penalty: 4496.682617
	Iteration 91Q: 3 clusters Score -1001789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1001788.250000 Penalty: 4496.682617
	Iteration 92Q: 3 clusters Score -1001788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1001793.812500 Penalty: 4496.682617
	Iteration 93Q: 3 clusters Score -1001794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1001794.125000 Penalty: 4496.682617
	Iteration 94Q: 3 clusters Score -1001794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1001801.500000 Penalty: 4496.682617
	Iteration 95Q: 3 clusters Score -1001802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1001802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1001805.625000 Penalty: 4496.682617
	Iteration 97Q: 3 clusters Score -1001806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1001806.812500 Penalty: 4496.682617
	Iteration 98Q: 3 clusters Score -1001807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1001811.812500 Penalty: 4496.682617
	Iteration 99Q: 3 clusters Score -1001812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1001811.125000 Penalty: 4496.682617
	Iteration 100F: 3 clusters Score -1001811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1001813.875000 Penalty: 4496.682617
	Iteration 101Q: 3 clusters Score -1001814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1001815.187500 Penalty: 4496.682617
	Iteration 102Q: 3 clusters Score -1001815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1001819.062500 Penalty: 4496.682617
	Iteration 103Q: 3 clusters Score -1001819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1001819.500000 Penalty: 4496.682617
	Iteration 104Q: 3 clusters Score -1001820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1001820.500000 Penalty: 4496.682617
	Iteration 105Q: 3 clusters Score -1001820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1001820.250000 Penalty: 4496.682617
	Iteration 106Q: 3 clusters Score -1001820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1001822.750000 Penalty: 4496.682617
	Iteration 107Q: 3 clusters Score -1001823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1001826.000000 Penalty: 4496.682617
	Iteration 108Q: 3 clusters Score -1001826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1001826.875000 Penalty: 4496.682617
	Iteration 109Q: 3 clusters Score -1001827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1001829.687500 Penalty: 4496.682617
	Iteration 110Q: 3 clusters Score -1001830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1001833.312500 Penalty: 4496.682617
	Iteration 111Q: 3 clusters Score -1001833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1001835.750000 Penalty: 4496.682617
	Iteration 112Q: 3 clusters Score -1001836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1001837.187500 Penalty: 4496.682617
	Iteration 113Q: 3 clusters Score -1001837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1001839.312500 Penalty: 4496.682617
	Iteration 114Q: 3 clusters Score -1001839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1001841.312500 Penalty: 4496.682617
	Iteration 115Q: 3 clusters Score -1001841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1001845.562500 Penalty: 4496.682617
	Iteration 116Q: 3 clusters Score -1001846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1001849.750000 Penalty: 4496.682617
	Iteration 117Q: 3 clusters Score -1001850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1001850.437500 Penalty: 4496.682617
	Iteration 118Q: 3 clusters Score -1001850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1001854.812500 Penalty: 4496.682617
	Iteration 119Q: 3 clusters Score -1001855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1001859.437500 Penalty: 4496.682617
	Iteration 120F: 3 clusters Score -1001859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1001862.812500 Penalty: 4496.682617
	Iteration 121Q: 3 clusters Score -1001863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1001864.812500 Penalty: 4496.682617
	Iteration 122Q: 3 clusters Score -1001865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1001871.812500 Penalty: 4496.682617
	Iteration 123Q: 3 clusters Score -1001872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1001876.062500 Penalty: 4496.682617
	Iteration 124Q: 3 clusters Score -1001876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1001875.812500 Penalty: 4496.682617
	Iteration 125Q: 3 clusters Score -1001876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1001881.125000 Penalty: 4496.682617
	Iteration 126Q: 3 clusters Score -1001881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1001886.125000 Penalty: 4496.682617
	Iteration 127Q: 3 clusters Score -1001886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1001887.000000 Penalty: 4496.682617
	Iteration 128Q: 3 clusters Score -1001887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1001888.000000 Penalty: 4496.682617
	Iteration 129Q: 3 clusters Score -1001888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1001888.500000 Penalty: 4496.682617
	Iteration 130Q: 3 clusters Score -1001888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1001890.125000 Penalty: 4496.682617
	Iteration 131Q: 3 clusters Score -1001890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1001892.125000 Penalty: 4496.682617
	Iteration 132Q: 3 clusters Score -1001892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1001893.312500 Penalty: 4496.682617
	Iteration 133Q: 3 clusters Score -1001893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1001894.125000 Penalty: 4496.682617
	Iteration 134Q: 3 clusters Score -1001894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1001893.812500 Penalty: 4496.682617
	Iteration 135Q: 3 clusters Score -1001894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1001895.750000 Penalty: 4496.682617
	Iteration 136Q: 3 clusters Score -1001896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1001895.812500 Penalty: 4496.682617
	Iteration 137Q: 3 clusters Score -1001896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1001897.062500 Penalty: 4496.682617
	Iteration 138Q: 3 clusters Score -1001897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1001897.750000 Penalty: 4496.682617
	Iteration 139Q: 3 clusters Score -1001898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1001898.250000 Penalty: 4496.682617
	Iteration 140F: 3 clusters Score -1001898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1001898.625000 Penalty: 4496.682617
	Iteration 141Q: 3 clusters Score -1001899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1001898.250000 Penalty: 4496.682617
	Iteration 142Q: 3 clusters Score -1001898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1001900.250000 Penalty: 4496.682617
	Iteration 143Q: 3 clusters Score -1001900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1001901.875000 Penalty: 4496.682617
	Iteration 144Q: 3 clusters Score -1001902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1001903.500000 Penalty: 4496.682617
	Iteration 145Q: 3 clusters Score -1001904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1001906.312500 Penalty: 4496.682617
	Iteration 146Q: 3 clusters Score -1001906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1001907.062500 Penalty: 4496.682617
	Iteration 147Q: 3 clusters Score -1001907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1001908.750000 Penalty: 4496.682617
	Iteration 148Q: 3 clusters Score -1001909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1001908.125000 Penalty: 4496.682617
	Iteration 149Q: 3 clusters Score -1001908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1001908.125000 Penalty: 4496.682617
	Iteration 150F: 3 clusters Score -1001908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Entering Unmasked Estep 
Score: -1229030.750000 Penalty: 2302.123047
	Iteration 0F: 2 clusters Score -1229031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1220934.000000 Penalty: 4604.246094
	Iteration 0F: 3 clusters Score -1220934 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1223388.750000 Penalty: 4604.246094
	Iteration 1F: 3 clusters Score -1223389 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1223853.500000 Penalty: 4604.246094
	Iteration 2F: 3 clusters Score -1223854 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1224560.375000 Penalty: 4604.246094
	Iteration 3F: 3 clusters Score -1224560 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1225708.000000 Penalty: 4604.246094
	Iteration 4F: 3 clusters Score -1225708 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1226857.625000 Penalty: 4604.246094
	Iteration 5F: 3 clusters Score -1226858 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1227658.250000 Penalty: 4604.246094
	Iteration 6F: 3 clusters Score -1227658 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1227994.375000 Penalty: 4604.246094
	Iteration 7F: 3 clusters Score -1227994 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1228121.750000 Penalty: 4604.246094
	Iteration 8Q: 3 clusters Score -1228122 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1228176.250000 Penalty: 4604.246094
	Iteration 9Q: 3 clusters Score -1228176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1228211.000000 Penalty: 4604.246094
	Iteration 10Q: 3 clusters Score -1228211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1228225.125000 Penalty: 4604.246094
	Iteration 11Q: 3 clusters Score -1228225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1228231.125000 Penalty: 4604.246094
	Iteration 12Q: 3 clusters Score -1228231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1228233.750000 Penalty: 4604.246094
	Iteration 13Q: 3 clusters Score -1228234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1228239.000000 Penalty: 4604.246094
	Iteration 14Q: 3 clusters Score -1228239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1228246.500000 Penalty: 4604.246094
	Iteration 15Q: 3 clusters Score -1228246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1228245.625000 Penalty: 4604.246094
	Iteration 16Q: 3 clusters Score -1228246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1228245.125000 Penalty: 4604.246094
	Iteration 17Q: 3 clusters Score -1228245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1228246.125000 Penalty: 4604.246094
	Iteration 18Q: 3 clusters Score -1228246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1228252.875000 Penalty: 4604.246094
	Iteration 19Q: 3 clusters Score -1228253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1228257.375000 Penalty: 4604.246094
	Iteration 20F: 3 clusters Score -1228257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1228256.125000 Penalty: 4604.246094
	Iteration 21Q: 3 clusters Score -1228256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1228256.625000 Penalty: 4604.246094
	Iteration 22Q: 3 clusters Score -1228257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1228254.125000 Penalty: 4604.246094
	Iteration 23Q: 3 clusters Score -1228254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1228260.125000 Penalty: 4604.246094
	Iteration 24Q: 3 clusters Score -1228260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1228258.250000 Penalty: 4604.246094
	Iteration 25Q: 3 clusters Score -1228258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1228260.500000 Penalty: 4604.246094
	Iteration 26Q: 3 clusters Score -1228260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1228261.250000 Penalty: 4604.246094
	Iteration 27Q: 3 clusters Score -1228261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1228260.625000 Penalty: 4604.246094
	Iteration 28Q: 3 clusters Score -1228261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1228259.875000 Penalty: 4604.246094
	Iteration 29Q: 3 clusters Score -1228260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1228259.875000 Penalty: 4604.246094
	Iteration 30Q: 3 clusters Score -1228260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1228259.875000 Penalty: 4604.246094
	Iteration 31F: 3 clusters Score -1228260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -170249.421875 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -170249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -167932.359375 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -167932.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168573.625000 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -168573.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -169037.609375 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -169037.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -169779.281250 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -169779.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -170513.250000 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -170513.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171379.000000 Penalty: 3654.070068
	Iteration 5F: 3 clusters Score -171379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -172717.687500 Penalty: 3654.070068
	Iteration 6Q: 3 clusters Score -172717.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -173313.375000 Penalty: 3654.070068
	Iteration 7Q: 3 clusters Score -173313.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -173334.421875 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -173334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173342.109375 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -173342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -173346.625000 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -173346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -173357.171875 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -173357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -173364.656250 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -173364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -173364.656250 Penalty: 3654.070068
	Iteration 13F: 3 clusters Score -173364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 62608 members 
Mstep: Class 5 contains 208299 members 
Mstep: Class 6 contains 28729 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 320490 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 75492 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 14882 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163170 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8988 members 
Mstep: Class 33 contains 413 members 
Entering Unmasked Estep 
Score: -183958208.000000 Penalty: 116968.171875
Splitting cluster 26 changes total score from -183955744.000000 to -183958208.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (6455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Entering Unmasked Estep 
Score: -713905.312500 Penalty: 2175.607422
	Iteration 0F: 2 clusters Score -713905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -708484.875000 Penalty: 4351.214844
	Iteration 0F: 3 clusters Score -708484.9 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -710010.187500 Penalty: 4351.214844
	Iteration 1F: 3 clusters Score -710010.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -710253.625000 Penalty: 4351.214844
	Iteration 2F: 3 clusters Score -710253.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -710393.562500 Penalty: 4351.214844
	Iteration 3Q: 3 clusters Score -710393.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -710523.437500 Penalty: 4351.214844
	Iteration 4Q: 3 clusters Score -710523.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -710661.187500 Penalty: 4351.214844
	Iteration 5Q: 3 clusters Score -710661.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -710801.187500 Penalty: 4351.214844
	Iteration 6Q: 3 clusters Score -710801.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -710939.687500 Penalty: 4351.214844
	Iteration 7Q: 3 clusters Score -710939.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -711056.562500 Penalty: 4351.214844
	Iteration 8Q: 3 clusters Score -711056.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -711158.187500 Penalty: 4351.214844
	Iteration 9Q: 3 clusters Score -711158.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -711232.000000 Penalty: 4351.214844
	Iteration 10Q: 3 clusters Score -711232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -711312.000000 Penalty: 4351.214844
	Iteration 11Q: 3 clusters Score -711312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -711384.750000 Penalty: 4351.214844
	Iteration 12Q: 3 clusters Score -711384.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -711442.750000 Penalty: 4351.214844
	Iteration 13Q: 3 clusters Score -711442.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -711484.375000 Penalty: 4351.214844
	Iteration 14Q: 3 clusters Score -711484.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -711509.437500 Penalty: 4351.214844
	Iteration 15Q: 3 clusters Score -711509.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -711537.250000 Penalty: 4351.214844
	Iteration 16Q: 3 clusters Score -711537.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -711560.562500 Penalty: 4351.214844
	Iteration 17Q: 3 clusters Score -711560.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -711579.875000 Penalty: 4351.214844
	Iteration 18Q: 3 clusters Score -711579.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -711598.500000 Penalty: 4351.214844
	Iteration 19Q: 3 clusters Score -711598.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -711615.750000 Penalty: 4351.214844
	Iteration 20F: 3 clusters Score -711615.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -711628.062500 Penalty: 4351.214844
	Iteration 21Q: 3 clusters Score -711628.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -711634.750000 Penalty: 4351.214844
	Iteration 22Q: 3 clusters Score -711634.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -711642.625000 Penalty: 4351.214844
	Iteration 23Q: 3 clusters Score -711642.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -711654.562500 Penalty: 4351.214844
	Iteration 24Q: 3 clusters Score -711654.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -711666.687500 Penalty: 4351.214844
	Iteration 25Q: 3 clusters Score -711666.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -711671.500000 Penalty: 4351.214844
	Iteration 26Q: 3 clusters Score -711671.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -711675.062500 Penalty: 4351.214844
	Iteration 27Q: 3 clusters Score -711675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -711680.750000 Penalty: 4351.214844
	Iteration 28Q: 3 clusters Score -711680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -711684.562500 Penalty: 4351.214844
	Iteration 29Q: 3 clusters Score -711684.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -711688.875000 Penalty: 4351.214844
	Iteration 30Q: 3 clusters Score -711688.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -711695.375000 Penalty: 4351.214844
	Iteration 31Q: 3 clusters Score -711695.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -711700.250000 Penalty: 4351.214844
	Iteration 32Q: 3 clusters Score -711700.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -711705.375000 Penalty: 4351.214844
	Iteration 33Q: 3 clusters Score -711705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -711708.187500 Penalty: 4351.214844
	Iteration 34Q: 3 clusters Score -711708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -711708.812500 Penalty: 4351.214844
	Iteration 35Q: 3 clusters Score -711708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -711710.500000 Penalty: 4351.214844
	Iteration 36Q: 3 clusters Score -711710.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -711715.250000 Penalty: 4351.214844
	Iteration 37Q: 3 clusters Score -711715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -711716.187500 Penalty: 4351.214844
	Iteration 38Q: 3 clusters Score -711716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -711717.312500 Penalty: 4351.214844
	Iteration 39Q: 3 clusters Score -711717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -711719.125000 Penalty: 4351.214844
	Iteration 40F: 3 clusters Score -711719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -711720.062500 Penalty: 4351.214844
	Iteration 41Q: 3 clusters Score -711720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -711719.437500 Penalty: 4351.214844
	Iteration 42Q: 3 clusters Score -711719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -711722.437500 Penalty: 4351.214844
	Iteration 43Q: 3 clusters Score -711722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -711722.312500 Penalty: 4351.214844
	Iteration 44Q: 3 clusters Score -711722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -711722.500000 Penalty: 4351.214844
	Iteration 45Q: 3 clusters Score -711722.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -711722.500000 Penalty: 4351.214844
	Iteration 46F: 3 clusters Score -711722.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -200480.062500 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -200480.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197900.390625 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -197900.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198423.062500 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -198423.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -198708.015625 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -198708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -198928.312500 Penalty: 3742.775391
	Iteration 3F: 3 clusters Score -198928.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -199136.843750 Penalty: 3742.775391
	Iteration 4F: 3 clusters Score -199136.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199279.125000 Penalty: 3742.775391
	Iteration 5F: 3 clusters Score -199279.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -199378.140625 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -199378.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -199442.234375 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -199442.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -199500.234375 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -199500.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -199539.312500 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -199539.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199563.593750 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -199563.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -199588.343750 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -199588.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -199602.734375 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -199602.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -199618.609375 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -199618.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -199639.140625 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -199639.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -199667.406250 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -199667.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -199691.203125 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -199691.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199721.609375 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -199721.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -199743.015625 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -199743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -199758.015625 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -199758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -199764.328125 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -199764.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -199771.593750 Penalty: 3742.775391
	Iteration 21Q: 3 clusters Score -199771.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -199781.890625 Penalty: 3742.775391
	Iteration 22Q: 3 clusters Score -199781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -199794.328125 Penalty: 3742.775391
	Iteration 23Q: 3 clusters Score -199794.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -199805.937500 Penalty: 3742.775391
	Iteration 24Q: 3 clusters Score -199805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -199810.640625 Penalty: 3742.775391
	Iteration 25Q: 3 clusters Score -199810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -199812.421875 Penalty: 3742.775391
	Iteration 26Q: 3 clusters Score -199812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -199814.031250 Penalty: 3742.775391
	Iteration 27Q: 3 clusters Score -199814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -199814.031250 Penalty: 3742.775391
	Iteration 28F: 3 clusters Score -199814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -525079.125000 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -525079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -520727.218750 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -520727.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -521758.312500 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -521758.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -521959.343750 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -521959.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -522097.093750 Penalty: 4189.811035
	Iteration 3Q: 3 clusters Score -522097.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -522203.343750 Penalty: 4189.811035
	Iteration 4Q: 3 clusters Score -522203.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -522307.281250 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -522307.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -522406.593750 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -522406.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -522522.156250 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -522522.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -522670.281250 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -522670.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -522843.875000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -522843.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -523022.312500 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -523022.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -523192.187500 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -523192.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -523346.656250 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -523346.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -523486.000000 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -523486 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -523618.156250 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -523618.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -523805.031250 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -523805 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -524036.406250 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -524036.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -524270.125000 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -524270.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -524471.750000 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -524471.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -524650.000000 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -524650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -524730.375000 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -524730.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -524791.937500 Penalty: 4189.811035
	Iteration 21Q: 3 clusters Score -524791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -524817.687500 Penalty: 4189.811035
	Iteration 22Q: 3 clusters Score -524817.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -524833.875000 Penalty: 4189.811035
	Iteration 23Q: 3 clusters Score -524833.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -524844.750000 Penalty: 4189.811035
	Iteration 24Q: 3 clusters Score -524844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -524847.625000 Penalty: 4189.811035
	Iteration 25Q: 3 clusters Score -524847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -524848.562500 Penalty: 4189.811035
	Iteration 26Q: 3 clusters Score -524848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -524849.375000 Penalty: 4189.811035
	Iteration 27Q: 3 clusters Score -524849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -524850.812500 Penalty: 4189.811035
	Iteration 28Q: 3 clusters Score -524850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -524852.562500 Penalty: 4189.811035
	Iteration 29Q: 3 clusters Score -524852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -524852.562500 Penalty: 4189.811035
	Iteration 30F: 3 clusters Score -524852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (163170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Entering Unmasked Estep 
Score: -19251622.000000 Penalty: 2976.631836
	Iteration 0F: 2 clusters Score -1.925162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -19142770.000000 Penalty: 5953.263672
	Iteration 0F: 3 clusters Score -1.914277e+07 nChanged 78143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -19188266.000000 Penalty: 5953.263672
	Iteration 1F: 3 clusters Score -1.918827e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -19189220.000000 Penalty: 5953.263672
	Iteration 2Q: 3 clusters Score -1.918922e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -19190744.000000 Penalty: 5953.263672
	Iteration 3Q: 3 clusters Score -1.919074e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -19193370.000000 Penalty: 5953.263672
	Iteration 4Q: 3 clusters Score -1.919337e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -19197682.000000 Penalty: 5953.263672
	Iteration 5Q: 3 clusters Score -1.919768e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -19203980.000000 Penalty: 5953.263672
	Iteration 6F: 3 clusters Score -1.920398e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -19211748.000000 Penalty: 5953.263672
	Iteration 7F: 3 clusters Score -1.921175e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -19219118.000000 Penalty: 5953.263672
	Iteration 8F: 3 clusters Score -1.921912e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -19225574.000000 Penalty: 5953.263672
	Iteration 9F: 3 clusters Score -1.922557e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -19230612.000000 Penalty: 5953.263672
	Iteration 10Q: 3 clusters Score -1.923061e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -19234258.000000 Penalty: 5953.263672
	Iteration 11Q: 3 clusters Score -1.923426e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -19237082.000000 Penalty: 5953.263672
	Iteration 12Q: 3 clusters Score -1.923708e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140893 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -19239280.000000 Penalty: 5953.263672
	Iteration 13Q: 3 clusters Score -1.923928e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -19241094.000000 Penalty: 5953.263672
	Iteration 14Q: 3 clusters Score -1.924109e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -19242648.000000 Penalty: 5953.263672
	Iteration 15Q: 3 clusters Score -1.924265e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149795 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -19243822.000000 Penalty: 5953.263672
	Iteration 16Q: 3 clusters Score -1.924382e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -19245160.000000 Penalty: 5953.263672
	Iteration 17Q: 3 clusters Score -1.924516e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -19246124.000000 Penalty: 5953.263672
	Iteration 18Q: 3 clusters Score -1.924612e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -19246796.000000 Penalty: 5953.263672
	Iteration 19Q: 3 clusters Score -1.92468e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -19247378.000000 Penalty: 5953.263672
	Iteration 20F: 3 clusters Score -1.924738e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158198 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -19247820.000000 Penalty: 5953.263672
	Iteration 21Q: 3 clusters Score -1.924782e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159060 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -19248178.000000 Penalty: 5953.263672
	Iteration 22Q: 3 clusters Score -1.924818e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -19248366.000000 Penalty: 5953.263672
	Iteration 23Q: 3 clusters Score -1.924837e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19248558.000000 Penalty: 5953.263672
	Iteration 24Q: 3 clusters Score -1.924856e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -19248714.000000 Penalty: 5953.263672
	Iteration 25Q: 3 clusters Score -1.924871e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -19248894.000000 Penalty: 5953.263672
	Iteration 26Q: 3 clusters Score -1.924889e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -19248966.000000 Penalty: 5953.263672
	Iteration 27Q: 3 clusters Score -1.924897e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -19248974.000000 Penalty: 5953.263672
	Iteration 28Q: 3 clusters Score -1.924897e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19249070.000000 Penalty: 5953.263672
	Iteration 29Q: 3 clusters Score -1.924907e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19249098.000000 Penalty: 5953.263672
	Iteration 30Q: 3 clusters Score -1.92491e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19249082.000000 Penalty: 5953.263672
	Iteration 31Q: 3 clusters Score -1.924908e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19249118.000000 Penalty: 5953.263672
	Iteration 32Q: 3 clusters Score -1.924912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19249146.000000 Penalty: 5953.263672
	Iteration 33Q: 3 clusters Score -1.924915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19249152.000000 Penalty: 5953.263672
	Iteration 34Q: 3 clusters Score -1.924915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19249132.000000 Penalty: 5953.263672
	Iteration 35Q: 3 clusters Score -1.924913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -19249152.000000 Penalty: 5953.263672
	Iteration 36Q: 3 clusters Score -1.924915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19249170.000000 Penalty: 5953.263672
	Iteration 37Q: 3 clusters Score -1.924917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161913 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19249180.000000 Penalty: 5953.263672
	Iteration 38Q: 3 clusters Score -1.924918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161923 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19249182.000000 Penalty: 5953.263672
	Iteration 39Q: 3 clusters Score -1.924918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161922 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19249176.000000 Penalty: 5953.263672
	Iteration 40F: 3 clusters Score -1.924918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161933 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19249178.000000 Penalty: 5953.263672
	Iteration 41Q: 3 clusters Score -1.924918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161947 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19249198.000000 Penalty: 5953.263672
	Iteration 42Q: 3 clusters Score -1.92492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19249206.000000 Penalty: 5953.263672
	Iteration 43Q: 3 clusters Score -1.924921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19249210.000000 Penalty: 5953.263672
	Iteration 44Q: 3 clusters Score -1.924921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19249220.000000 Penalty: 5953.263672
	Iteration 45Q: 3 clusters Score -1.924922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161999 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19249214.000000 Penalty: 5953.263672
	Iteration 46Q: 3 clusters Score -1.924921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162008 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19249206.000000 Penalty: 5953.263672
	Iteration 47Q: 3 clusters Score -1.924921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19249224.000000 Penalty: 5953.263672
	Iteration 48Q: 3 clusters Score -1.924922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162022 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19249236.000000 Penalty: 5953.263672
	Iteration 49Q: 3 clusters Score -1.924924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19249226.000000 Penalty: 5953.263672
	Iteration 50Q: 3 clusters Score -1.924923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19249224.000000 Penalty: 5953.263672
	Iteration 51Q: 3 clusters Score -1.924922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -19249222.000000 Penalty: 5953.263672
	Iteration 52Q: 3 clusters Score -1.924922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162039 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19249232.000000 Penalty: 5953.263672
	Iteration 53Q: 3 clusters Score -1.924923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19249244.000000 Penalty: 5953.263672
	Iteration 54Q: 3 clusters Score -1.924924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19249238.000000 Penalty: 5953.263672
	Iteration 55Q: 3 clusters Score -1.924924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19249264.000000 Penalty: 5953.263672
	Iteration 56Q: 3 clusters Score -1.924926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162060 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -19249246.000000 Penalty: 5953.263672
	Iteration 57Q: 3 clusters Score -1.924925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162068 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19249242.000000 Penalty: 5953.263672
	Iteration 58Q: 3 clusters Score -1.924924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19249244.000000 Penalty: 5953.263672
	Iteration 59Q: 3 clusters Score -1.924924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -19249246.000000 Penalty: 5953.263672
	Iteration 60F: 3 clusters Score -1.924925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -19249234.000000 Penalty: 5953.263672
	Iteration 61Q: 3 clusters Score -1.924923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19249254.000000 Penalty: 5953.263672
	Iteration 62Q: 3 clusters Score -1.924925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19249262.000000 Penalty: 5953.263672
	Iteration 63Q: 3 clusters Score -1.924926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162077 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19249262.000000 Penalty: 5953.263672
	Iteration 64Q: 3 clusters Score -1.924926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19249258.000000 Penalty: 5953.263672
	Iteration 65Q: 3 clusters Score -1.924926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19249258.000000 Penalty: 5953.263672
	Iteration 66F: 3 clusters Score -1.924926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -111989.218750 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -111989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110065.460938 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -110065.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -110351.156250 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -110351.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110412.984375 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -110413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110435.179688 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -110435.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110448.593750 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -110448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110458.695312 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -110458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110471.406250 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -110471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110477.781250 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -110477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110482.187500 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -110482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110486.859375 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -110486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110491.718750 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -110491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110494.781250 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -110494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110494.781250 Penalty: 3420.258789
	Iteration 12F: 3 clusters Score -110494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Entering Unmasked Estep 
Score: -1054909.125000 Penalty: 2257.704102
	Iteration 0F: 2 clusters Score -1054909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1047931.750000 Penalty: 4515.408203
	Iteration 0F: 3 clusters Score -1047932 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1049874.625000 Penalty: 4515.408203
	Iteration 1F: 3 clusters Score -1049875 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1050146.000000 Penalty: 4515.408203
	Iteration 2F: 3 clusters Score -1050146 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1050371.125000 Penalty: 4515.408203
	Iteration 3Q: 3 clusters Score -1050371 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1050619.375000 Penalty: 4515.408203
	Iteration 4Q: 3 clusters Score -1050619 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1050852.375000 Penalty: 4515.408203
	Iteration 5Q: 3 clusters Score -1050852 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1051110.875000 Penalty: 4515.408203
	Iteration 6Q: 3 clusters Score -1051111 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1051427.000000 Penalty: 4515.408203
	Iteration 7F: 3 clusters Score -1051427 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1051795.875000 Penalty: 4515.408203
	Iteration 8F: 3 clusters Score -1051796 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1052153.875000 Penalty: 4515.408203
	Iteration 9F: 3 clusters Score -1052154 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1052436.750000 Penalty: 4515.408203
	Iteration 10Q: 3 clusters Score -1052437 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1052659.000000 Penalty: 4515.408203
	Iteration 11Q: 3 clusters Score -1052659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1052836.375000 Penalty: 4515.408203
	Iteration 12Q: 3 clusters Score -1052836 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1052985.750000 Penalty: 4515.408203
	Iteration 13Q: 3 clusters Score -1052986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1053100.750000 Penalty: 4515.408203
	Iteration 14Q: 3 clusters Score -1053101 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1053172.375000 Penalty: 4515.408203
	Iteration 15Q: 3 clusters Score -1053172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1053217.875000 Penalty: 4515.408203
	Iteration 16Q: 3 clusters Score -1053218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1053262.125000 Penalty: 4515.408203
	Iteration 17Q: 3 clusters Score -1053262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1053285.875000 Penalty: 4515.408203
	Iteration 18Q: 3 clusters Score -1053286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1053305.875000 Penalty: 4515.408203
	Iteration 19Q: 3 clusters Score -1053306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1053326.500000 Penalty: 4515.408203
	Iteration 20F: 3 clusters Score -1053326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1053343.375000 Penalty: 4515.408203
	Iteration 21Q: 3 clusters Score -1053343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1053358.000000 Penalty: 4515.408203
	Iteration 22Q: 3 clusters Score -1053358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1053367.750000 Penalty: 4515.408203
	Iteration 23Q: 3 clusters Score -1053368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1053371.875000 Penalty: 4515.408203
	Iteration 24Q: 3 clusters Score -1053372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1053376.000000 Penalty: 4515.408203
	Iteration 25Q: 3 clusters Score -1053376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1053377.625000 Penalty: 4515.408203
	Iteration 26Q: 3 clusters Score -1053378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1053377.500000 Penalty: 4515.408203
	Iteration 27Q: 3 clusters Score -1053378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1053378.000000 Penalty: 4515.408203
	Iteration 28Q: 3 clusters Score -1053378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1053379.000000 Penalty: 4515.408203
	Iteration 29Q: 3 clusters Score -1053379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1053379.000000 Penalty: 4515.408203
	Iteration 30F: 3 clusters Score -1053379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 228669 members 
Mstep: Class 2 contains 82463 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 62608 members 
Mstep: Class 5 contains 208299 members 
Mstep: Class 6 contains 28729 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 320490 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 157863 members 
Mstep: Class 12 contains 61224 members 
Mstep: Class 13 contains 75492 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 51763 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 14882 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 8655 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 163170 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183958576.000000 Penalty: 116968.171875
Iteration 79Q: 34 clusters Score -1.839586e+08 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 227804 members 
Mstep: Class 2 contains 82462 members 
Mstep: Class 3 contains 605 members 
Mstep: Class 4 contains 63566 members 
Mstep: Class 5 contains 206946 members 
Mstep: Class 6 contains 28758 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 320073 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 8014 members 
Mstep: Class 11 contains 157942 members 
Mstep: Class 12 contains 62175 members 
Mstep: Class 13 contains 75525 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 4345 members 
Mstep: Class 18 contains 46059 members 
Mstep: Class 19 contains 51808 members 
Mstep: Class 20 contains 35393 members 
Mstep: Class 21 contains 14922 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 10708 members 
Mstep: Class 25 contains 679 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 6472 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 4660 members 
Mstep: Class 30 contains 163061 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 9324 members 
Mstep: Class 33 contains 414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183960048.000000 Penalty: 116968.171875
Iteration 80F: 34 clusters Score -1.8396e+08 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 226974 members 
Mstep: Class 2 contains 82446 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 64466 members 
Mstep: Class 5 contains 205662 members 
Mstep: Class 6 contains 28800 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 319695 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 158055 members 
Mstep: Class 12 contains 63112 members 
Mstep: Class 13 contains 75520 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 938 members 
Mstep: Class 17 contains 4340 members 
Mstep: Class 18 contains 46183 members 
Mstep: Class 19 contains 51809 members 
Mstep: Class 20 contains 35519 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 10672 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 4660 members 
Mstep: Class 30 contains 162930 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 9705 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961936.000000 Penalty: 116968.171875
Iteration 81Q: 34 clusters Score -1.839619e+08 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 226190 members 
Mstep: Class 2 contains 82445 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 65352 members 
Mstep: Class 5 contains 204364 members 
Mstep: Class 6 contains 28829 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 319261 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 158212 members 
Mstep: Class 12 contains 64028 members 
Mstep: Class 13 contains 75506 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 35635 members 
Mstep: Class 21 contains 14997 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 10641 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1173 members 
Mstep: Class 27 contains 6517 members 
Mstep: Class 28 contains 1927 members 
Mstep: Class 29 contains 4652 members 
Mstep: Class 30 contains 162844 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 10070 members 
Mstep: Class 33 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183963360.000000 Penalty: 116968.171875
Iteration 82Q: 34 clusters Score -1.839634e+08 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 225418 members 
Mstep: Class 2 contains 82429 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 66193 members 
Mstep: Class 5 contains 203140 members 
Mstep: Class 6 contains 28810 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 318757 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8174 members 
Mstep: Class 11 contains 158458 members 
Mstep: Class 12 contains 64966 members 
Mstep: Class 13 contains 75477 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 46422 members 
Mstep: Class 19 contains 51813 members 
Mstep: Class 20 contains 35740 members 
Mstep: Class 21 contains 15050 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 8653 members 
Mstep: Class 24 contains 10605 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1174 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 1943 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 162663 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964768.000000 Penalty: 116968.171875
Iteration 83Q: 34 clusters Score -1.839648e+08 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 224749 members 
Mstep: Class 2 contains 82417 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 66971 members 
Mstep: Class 5 contains 201996 members 
Mstep: Class 6 contains 28787 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 318207 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8218 members 
Mstep: Class 11 contains 158642 members 
Mstep: Class 12 contains 65839 members 
Mstep: Class 13 contains 75487 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 46543 members 
Mstep: Class 19 contains 51825 members 
Mstep: Class 20 contains 35840 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 8666 members 
Mstep: Class 24 contains 10580 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1176 members 
Mstep: Class 27 contains 6598 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 4649 members 
Mstep: Class 30 contains 162486 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 10841 members 
Mstep: Class 33 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965696.000000 Penalty: 116968.171875
Iteration 84Q: 34 clusters Score -1.839657e+08 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 224171 members 
Mstep: Class 2 contains 82418 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 67669 members 
Mstep: Class 5 contains 201005 members 
Mstep: Class 6 contains 28776 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 317704 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 11 contains 158722 members 
Mstep: Class 12 contains 66636 members 
Mstep: Class 13 contains 75486 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 46645 members 
Mstep: Class 19 contains 51838 members 
Mstep: Class 20 contains 35926 members 
Mstep: Class 21 contains 15137 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 8674 members 
Mstep: Class 24 contains 10547 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 1966 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 162247 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965856.000000 Penalty: 116968.171875
Iteration 85Q: 34 clusters Score -1.839659e+08 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 223650 members 
Mstep: Class 2 contains 82424 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 68324 members 
Mstep: Class 5 contains 200009 members 
Mstep: Class 6 contains 28761 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 317160 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 158835 members 
Mstep: Class 12 contains 67417 members 
Mstep: Class 13 contains 75523 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 46744 members 
Mstep: Class 19 contains 51883 members 
Mstep: Class 20 contains 36002 members 
Mstep: Class 21 contains 15179 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 8678 members 
Mstep: Class 24 contains 10524 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 1974 members 
Mstep: Class 29 contains 4650 members 
Mstep: Class 30 contains 162004 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 11762 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966432.000000 Penalty: 116968.171875
Iteration 86Q: 34 clusters Score -1.839664e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 223193 members 
Mstep: Class 2 contains 82429 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 68932 members 
Mstep: Class 5 contains 199050 members 
Mstep: Class 6 contains 28744 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 316648 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 158939 members 
Mstep: Class 12 contains 68157 members 
Mstep: Class 13 contains 75561 members 
Mstep: Class 14 contains 6015 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 46818 members 
Mstep: Class 19 contains 51908 members 
Mstep: Class 20 contains 36057 members 
Mstep: Class 21 contains 15208 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 10510 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 1978 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 161782 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 12221 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967040.000000 Penalty: 116968.171875
Iteration 87Q: 34 clusters Score -1.83967e+08 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 222758 members 
Mstep: Class 2 contains 82429 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 69543 members 
Mstep: Class 5 contains 198035 members 
Mstep: Class 6 contains 28742 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 316168 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 159001 members 
Mstep: Class 12 contains 68847 members 
Mstep: Class 13 contains 75606 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 46904 members 
Mstep: Class 19 contains 51974 members 
Mstep: Class 20 contains 36095 members 
Mstep: Class 21 contains 15264 members 
Mstep: Class 22 contains 4849 members 
Mstep: Class 23 contains 8706 members 
Mstep: Class 24 contains 10486 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 1983 members 
Mstep: Class 29 contains 4648 members 
Mstep: Class 30 contains 161566 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 12676 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967728.000000 Penalty: 116968.171875
Iteration 88Q: 34 clusters Score -1.839677e+08 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 222368 members 
Mstep: Class 2 contains 82428 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 70101 members 
Mstep: Class 5 contains 197083 members 
Mstep: Class 6 contains 28747 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 315635 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8536 members 
Mstep: Class 11 contains 159109 members 
Mstep: Class 12 contains 69499 members 
Mstep: Class 13 contains 75669 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 46975 members 
Mstep: Class 19 contains 52037 members 
Mstep: Class 20 contains 36127 members 
Mstep: Class 21 contains 15317 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 10450 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 1991 members 
Mstep: Class 29 contains 4644 members 
Mstep: Class 30 contains 161392 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 13122 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968672.000000 Penalty: 116968.171875
Iteration 89Q: 34 clusters Score -1.839687e+08 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 221946 members 
Mstep: Class 2 contains 82432 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 70686 members 
Mstep: Class 5 contains 196191 members 
Mstep: Class 6 contains 28739 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 315244 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 11 contains 159210 members 
Mstep: Class 12 contains 70087 members 
Mstep: Class 13 contains 75710 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 47043 members 
Mstep: Class 19 contains 52074 members 
Mstep: Class 20 contains 36140 members 
Mstep: Class 21 contains 15347 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 8727 members 
Mstep: Class 24 contains 10428 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 1995 members 
Mstep: Class 29 contains 4652 members 
Mstep: Class 30 contains 161188 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 13579 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970112.000000 Penalty: 116968.171875
Iteration 90Q: 34 clusters Score -1.839701e+08 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 221562 members 
Mstep: Class 2 contains 82421 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 71201 members 
Mstep: Class 5 contains 195291 members 
Mstep: Class 6 contains 28732 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 314803 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 159328 members 
Mstep: Class 12 contains 70691 members 
Mstep: Class 13 contains 75771 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 47126 members 
Mstep: Class 19 contains 52110 members 
Mstep: Class 20 contains 36151 members 
Mstep: Class 21 contains 15387 members 
Mstep: Class 22 contains 4691 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 10401 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 4649 members 
Mstep: Class 30 contains 160952 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971216.000000 Penalty: 116968.171875
Iteration 91Q: 34 clusters Score -1.839712e+08 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 221248 members 
Mstep: Class 2 contains 82409 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 71696 members 
Mstep: Class 5 contains 194390 members 
Mstep: Class 6 contains 28708 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 314456 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 159412 members 
Mstep: Class 12 contains 71231 members 
Mstep: Class 13 contains 75801 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 930 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 47188 members 
Mstep: Class 19 contains 52166 members 
Mstep: Class 20 contains 36182 members 
Mstep: Class 21 contains 15417 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 8769 members 
Mstep: Class 24 contains 10384 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6791 members 
Mstep: Class 28 contains 2012 members 
Mstep: Class 29 contains 4649 members 
Mstep: Class 30 contains 160729 members 
Mstep: Class 31 contains 997 members 
Mstep: Class 32 contains 14528 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971808.000000 Penalty: 116968.171875
Iteration 92Q: 34 clusters Score -1.839718e+08 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 220927 members 
Mstep: Class 2 contains 82409 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 72169 members 
Mstep: Class 5 contains 193507 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 314132 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 159450 members 
Mstep: Class 12 contains 71790 members 
Mstep: Class 13 contains 75840 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 47248 members 
Mstep: Class 19 contains 52221 members 
Mstep: Class 20 contains 36197 members 
Mstep: Class 21 contains 15448 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 10361 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 4647 members 
Mstep: Class 30 contains 160460 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 15055 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972464.000000 Penalty: 116968.171875
Iteration 93Q: 34 clusters Score -1.839725e+08 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 220696 members 
Mstep: Class 2 contains 82400 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 72592 members 
Mstep: Class 5 contains 192645 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 313814 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 159464 members 
Mstep: Class 12 contains 72311 members 
Mstep: Class 13 contains 75875 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 47305 members 
Mstep: Class 19 contains 52253 members 
Mstep: Class 20 contains 36217 members 
Mstep: Class 21 contains 15464 members 
Mstep: Class 22 contains 4534 members 
Mstep: Class 23 contains 8787 members 
Mstep: Class 24 contains 10345 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6833 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 4639 members 
Mstep: Class 30 contains 160229 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 15574 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972848.000000 Penalty: 116968.171875
Iteration 94Q: 34 clusters Score -1.839728e+08 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 220546 members 
Mstep: Class 2 contains 82393 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 73002 members 
Mstep: Class 5 contains 191814 members 
Mstep: Class 6 contains 28676 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 313462 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8833 members 
Mstep: Class 11 contains 159426 members 
Mstep: Class 12 contains 72849 members 
Mstep: Class 13 contains 75932 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 47362 members 
Mstep: Class 19 contains 52304 members 
Mstep: Class 20 contains 36247 members 
Mstep: Class 21 contains 15473 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 8797 members 
Mstep: Class 24 contains 10318 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 2033 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 159970 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 16110 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973152.000000 Penalty: 116968.171875
Iteration 95Q: 34 clusters Score -1.839732e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 220360 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 73338 members 
Mstep: Class 5 contains 191012 members 
Mstep: Class 6 contains 28676 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 313238 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8845 members 
Mstep: Class 11 contains 159345 members 
Mstep: Class 12 contains 73366 members 
Mstep: Class 13 contains 76009 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 47402 members 
Mstep: Class 19 contains 52332 members 
Mstep: Class 20 contains 36272 members 
Mstep: Class 21 contains 15493 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 8802 members 
Mstep: Class 24 contains 10292 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6877 members 
Mstep: Class 28 contains 2039 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 159699 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 16661 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974512.000000 Penalty: 116968.171875
Iteration 96Q: 34 clusters Score -1.839745e+08 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 220151 members 
Mstep: Class 2 contains 82377 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 73667 members 
Mstep: Class 5 contains 190246 members 
Mstep: Class 6 contains 28690 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 312998 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8848 members 
Mstep: Class 11 contains 159349 members 
Mstep: Class 12 contains 73815 members 
Mstep: Class 13 contains 76074 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 47437 members 
Mstep: Class 19 contains 52336 members 
Mstep: Class 20 contains 36300 members 
Mstep: Class 21 contains 15501 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 8804 members 
Mstep: Class 24 contains 10271 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6902 members 
Mstep: Class 28 contains 2042 members 
Mstep: Class 29 contains 4647 members 
Mstep: Class 30 contains 159435 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 17232 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.83975e+08 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 219987 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 73938 members 
Mstep: Class 5 contains 189557 members 
Mstep: Class 6 contains 28710 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 312660 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 11 contains 159389 members 
Mstep: Class 12 contains 74235 members 
Mstep: Class 13 contains 76119 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 47470 members 
Mstep: Class 19 contains 52350 members 
Mstep: Class 20 contains 36330 members 
Mstep: Class 21 contains 15500 members 
Mstep: Class 22 contains 4329 members 
Mstep: Class 23 contains 8809 members 
Mstep: Class 24 contains 10256 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 2044 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 159239 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 17785 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -1.839752e+08 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 219767 members 
Mstep: Class 2 contains 82374 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 74194 members 
Mstep: Class 5 contains 188894 members 
Mstep: Class 6 contains 28713 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 312465 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8834 members 
Mstep: Class 11 contains 159381 members 
Mstep: Class 12 contains 74614 members 
Mstep: Class 13 contains 76161 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 47524 members 
Mstep: Class 19 contains 52355 members 
Mstep: Class 20 contains 36354 members 
Mstep: Class 21 contains 15498 members 
Mstep: Class 22 contains 4277 members 
Mstep: Class 23 contains 8824 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6934 members 
Mstep: Class 28 contains 2046 members 
Mstep: Class 29 contains 4639 members 
Mstep: Class 30 contains 159033 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 18367 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975216.000000 Penalty: 116968.171875
Iteration 99Q: 34 clusters Score -1.839752e+08 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 219565 members 
Mstep: Class 2 contains 82372 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 74419 members 
Mstep: Class 5 contains 188291 members 
Mstep: Class 6 contains 28711 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 312231 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 159360 members 
Mstep: Class 12 contains 74969 members 
Mstep: Class 13 contains 76197 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 47564 members 
Mstep: Class 19 contains 52352 members 
Mstep: Class 20 contains 36395 members 
Mstep: Class 21 contains 15488 members 
Mstep: Class 22 contains 4248 members 
Mstep: Class 23 contains 8843 members 
Mstep: Class 24 contains 10212 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 2051 members 
Mstep: Class 29 contains 4639 members 
Mstep: Class 30 contains 158820 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 18983 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976736.000000 Penalty: 116968.171875
Iteration 100F: 34 clusters Score -1.839767e+08 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 219473 members 
Mstep: Class 2 contains 82378 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 74612 members 
Mstep: Class 5 contains 187743 members 
Mstep: Class 6 contains 28701 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 311979 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 159286 members 
Mstep: Class 12 contains 75277 members 
Mstep: Class 13 contains 76269 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 52338 members 
Mstep: Class 20 contains 36438 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 4222 members 
Mstep: Class 23 contains 8862 members 
Mstep: Class 24 contains 10193 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6973 members 
Mstep: Class 28 contains 2057 members 
Mstep: Class 29 contains 4640 members 
Mstep: Class 30 contains 158561 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 19627 members 
Mstep: Class 33 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979520.000000 Penalty: 116968.171875
Iteration 101Q: 34 clusters Score -1.839795e+08 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219375 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 74785 members 
Mstep: Class 5 contains 187124 members 
Mstep: Class 6 contains 28690 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 311728 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 11 contains 159226 members 
Mstep: Class 12 contains 75600 members 
Mstep: Class 13 contains 76343 members 
Mstep: Class 14 contains 6033 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 47593 members 
Mstep: Class 19 contains 52356 members 
Mstep: Class 20 contains 36488 members 
Mstep: Class 21 contains 15452 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 10173 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 6985 members 
Mstep: Class 28 contains 2063 members 
Mstep: Class 29 contains 4632 members 
Mstep: Class 30 contains 158279 members 
Mstep: Class 31 contains 996 members 
Mstep: Class 32 contains 20371 members 
Mstep: Class 33 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980432.000000 Penalty: 116968.171875
Iteration 102Q: 34 clusters Score -1.839804e+08 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219251 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 74947 members 
Mstep: Class 5 contains 186550 members 
Mstep: Class 6 contains 28672 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 311479 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 159135 members 
Mstep: Class 12 contains 75886 members 
Mstep: Class 13 contains 76424 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 47601 members 
Mstep: Class 19 contains 52369 members 
Mstep: Class 20 contains 36544 members 
Mstep: Class 21 contains 15436 members 
Mstep: Class 22 contains 4155 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 10155 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 6998 members 
Mstep: Class 28 contains 2069 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 157971 members 
Mstep: Class 31 contains 996 members 
Mstep: Class 32 contains 21203 members 
Mstep: Class 33 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980832.000000 Penalty: 116968.171875
Iteration 103Q: 34 clusters Score -1.839808e+08 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219156 members 
Mstep: Class 2 contains 82390 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75138 members 
Mstep: Class 5 contains 185957 members 
Mstep: Class 6 contains 28642 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 311222 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 159078 members 
Mstep: Class 12 contains 76132 members 
Mstep: Class 13 contains 76483 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 47614 members 
Mstep: Class 19 contains 52371 members 
Mstep: Class 20 contains 36575 members 
Mstep: Class 21 contains 15424 members 
Mstep: Class 22 contains 4124 members 
Mstep: Class 23 contains 8913 members 
Mstep: Class 24 contains 10145 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1181 members 
Mstep: Class 27 contains 7011 members 
Mstep: Class 28 contains 2075 members 
Mstep: Class 29 contains 4629 members 
Mstep: Class 30 contains 157638 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 22108 members 
Mstep: Class 33 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981760.000000 Penalty: 116968.171875
Iteration 104Q: 34 clusters Score -1.839818e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219041 members 
Mstep: Class 2 contains 82393 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75303 members 
Mstep: Class 5 contains 185340 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 311012 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 158993 members 
Mstep: Class 12 contains 76392 members 
Mstep: Class 13 contains 76533 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 47638 members 
Mstep: Class 19 contains 52390 members 
Mstep: Class 20 contains 36598 members 
Mstep: Class 21 contains 15403 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 8924 members 
Mstep: Class 24 contains 10133 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1181 members 
Mstep: Class 27 contains 7033 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 157283 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 23062 members 
Mstep: Class 33 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183982544.000000 Penalty: 116968.171875
Iteration 105Q: 34 clusters Score -1.839825e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218905 members 
Mstep: Class 2 contains 82398 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75444 members 
Mstep: Class 5 contains 184657 members 
Mstep: Class 6 contains 28567 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 310890 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8578 members 
Mstep: Class 11 contains 158941 members 
Mstep: Class 12 contains 76589 members 
Mstep: Class 13 contains 76577 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 47674 members 
Mstep: Class 19 contains 52383 members 
Mstep: Class 20 contains 36611 members 
Mstep: Class 21 contains 15391 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 8942 members 
Mstep: Class 24 contains 10126 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7050 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 4629 members 
Mstep: Class 30 contains 156932 members 
Mstep: Class 31 contains 997 members 
Mstep: Class 32 contains 24067 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983568.000000 Penalty: 116968.171875
Iteration 106Q: 34 clusters Score -1.839836e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218749 members 
Mstep: Class 2 contains 82403 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75571 members 
Mstep: Class 5 contains 184052 members 
Mstep: Class 6 contains 28490 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 310754 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 158866 members 
Mstep: Class 12 contains 76796 members 
Mstep: Class 13 contains 76604 members 
Mstep: Class 14 contains 6028 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 47706 members 
Mstep: Class 19 contains 52374 members 
Mstep: Class 20 contains 36639 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 8954 members 
Mstep: Class 24 contains 10113 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7062 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 156582 members 
Mstep: Class 31 contains 999 members 
Mstep: Class 32 contains 25142 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984288.000000 Penalty: 116968.171875
Iteration 107Q: 34 clusters Score -1.839843e+08 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218589 members 
Mstep: Class 2 contains 82397 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75689 members 
Mstep: Class 5 contains 183504 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 310466 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 158818 members 
Mstep: Class 12 contains 77005 members 
Mstep: Class 13 contains 76640 members 
Mstep: Class 14 contains 6013 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 47739 members 
Mstep: Class 19 contains 52351 members 
Mstep: Class 20 contains 36687 members 
Mstep: Class 21 contains 15340 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7075 members 
Mstep: Class 28 contains 2099 members 
Mstep: Class 29 contains 4626 members 
Mstep: Class 30 contains 156244 members 
Mstep: Class 31 contains 999 members 
Mstep: Class 32 contains 26284 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985888.000000 Penalty: 116968.171875
Iteration 108Q: 34 clusters Score -1.839859e+08 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218421 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75789 members 
Mstep: Class 5 contains 182979 members 
Mstep: Class 6 contains 28339 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 310099 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 158814 members 
Mstep: Class 12 contains 77219 members 
Mstep: Class 13 contains 76666 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 18 contains 47774 members 
Mstep: Class 19 contains 52333 members 
Mstep: Class 20 contains 36728 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 8979 members 
Mstep: Class 24 contains 10099 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7089 members 
Mstep: Class 28 contains 2102 members 
Mstep: Class 29 contains 4631 members 
Mstep: Class 30 contains 155814 members 
Mstep: Class 31 contains 998 members 
Mstep: Class 32 contains 27505 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183986960.000000 Penalty: 116968.171875
Iteration 109Q: 34 clusters Score -1.83987e+08 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218221 members 
Mstep: Class 2 contains 82381 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75903 members 
Mstep: Class 5 contains 182454 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 309746 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8460 members 
Mstep: Class 11 contains 158835 members 
Mstep: Class 12 contains 77426 members 
Mstep: Class 13 contains 76687 members 
Mstep: Class 14 contains 6010 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 47787 members 
Mstep: Class 19 contains 52320 members 
Mstep: Class 20 contains 36746 members 
Mstep: Class 21 contains 15281 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 8988 members 
Mstep: Class 24 contains 10090 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7104 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 4632 members 
Mstep: Class 30 contains 155342 members 
Mstep: Class 31 contains 999 members 
Mstep: Class 32 contains 28806 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987632.000000 Penalty: 116968.171875
Iteration 110Q: 34 clusters Score -1.839876e+08 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218049 members 
Mstep: Class 2 contains 82380 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75958 members 
Mstep: Class 5 contains 181899 members 
Mstep: Class 6 contains 28247 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 309386 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8438 members 
Mstep: Class 11 contains 158873 members 
Mstep: Class 12 contains 77626 members 
Mstep: Class 13 contains 76716 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 47813 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 36757 members 
Mstep: Class 21 contains 15235 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 10087 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7114 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 4630 members 
Mstep: Class 30 contains 154953 members 
Mstep: Class 31 contains 999 members 
Mstep: Class 32 contains 30087 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988880.000000 Penalty: 116968.171875
Iteration 111Q: 34 clusters Score -1.839889e+08 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217903 members 
Mstep: Class 2 contains 82380 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 75997 members 
Mstep: Class 5 contains 181399 members 
Mstep: Class 6 contains 28173 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 309035 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 158838 members 
Mstep: Class 12 contains 77850 members 
Mstep: Class 13 contains 76738 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 52256 members 
Mstep: Class 20 contains 36759 members 
Mstep: Class 21 contains 15190 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 9017 members 
Mstep: Class 24 contains 10081 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7126 members 
Mstep: Class 28 contains 2119 members 
Mstep: Class 29 contains 4626 members 
Mstep: Class 30 contains 154660 members 
Mstep: Class 31 contains 997 members 
Mstep: Class 32 contains 31305 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990528.000000 Penalty: 116968.171875
Iteration 112Q: 34 clusters Score -1.839905e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217728 members 
Mstep: Class 2 contains 82381 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76053 members 
Mstep: Class 5 contains 180892 members 
Mstep: Class 6 contains 28128 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 308701 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 158737 members 
Mstep: Class 12 contains 78092 members 
Mstep: Class 13 contains 76756 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 52242 members 
Mstep: Class 20 contains 36733 members 
Mstep: Class 21 contains 15171 members 
Mstep: Class 22 contains 3874 members 
Mstep: Class 23 contains 9032 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7138 members 
Mstep: Class 28 contains 2126 members 
Mstep: Class 29 contains 4624 members 
Mstep: Class 30 contains 154433 members 
Mstep: Class 31 contains 997 members 
Mstep: Class 32 contains 32492 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991056.000000 Penalty: 116968.171875
Iteration 113Q: 34 clusters Score -1.839911e+08 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217563 members 
Mstep: Class 2 contains 82375 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76104 members 
Mstep: Class 5 contains 180377 members 
Mstep: Class 6 contains 28070 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 308422 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 158559 members 
Mstep: Class 12 contains 78299 members 
Mstep: Class 13 contains 76769 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 52225 members 
Mstep: Class 20 contains 36726 members 
Mstep: Class 21 contains 15124 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 9057 members 
Mstep: Class 24 contains 10068 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7154 members 
Mstep: Class 28 contains 2134 members 
Mstep: Class 29 contains 4624 members 
Mstep: Class 30 contains 154334 members 
Mstep: Class 31 contains 996 members 
Mstep: Class 32 contains 33652 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
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Iteration 114Q: 34 clusters Score -1.839917e+08 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217386 members 
Mstep: Class 2 contains 82379 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76153 members 
Mstep: Class 5 contains 179859 members 
Mstep: Class 6 contains 28002 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 308180 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 158362 members 
Mstep: Class 12 contains 78510 members 
Mstep: Class 13 contains 76788 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 47789 members 
Mstep: Class 19 contains 52227 members 
Mstep: Class 20 contains 36719 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 9086 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7172 members 
Mstep: Class 28 contains 2135 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 154284 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 34742 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
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Iteration 115Q: 34 clusters Score -1.839928e+08 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217177 members 
Mstep: Class 2 contains 82381 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76204 members 
Mstep: Class 5 contains 179339 members 
Mstep: Class 6 contains 27913 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 307970 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8123 members 
Mstep: Class 11 contains 158182 members 
Mstep: Class 12 contains 78723 members 
Mstep: Class 13 contains 76808 members 
Mstep: Class 14 contains 5998 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 47756 members 
Mstep: Class 19 contains 52226 members 
Mstep: Class 20 contains 36714 members 
Mstep: Class 21 contains 15075 members 
Mstep: Class 22 contains 3818 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7184 members 
Mstep: Class 28 contains 2135 members 
Mstep: Class 29 contains 4620 members 
Mstep: Class 30 contains 154383 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 35678 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
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Iteration 116Q: 34 clusters Score -1.839932e+08 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216992 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76252 members 
Mstep: Class 5 contains 178835 members 
Mstep: Class 6 contains 27816 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 307786 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 157971 members 
Mstep: Class 12 contains 78945 members 
Mstep: Class 13 contains 76804 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 47734 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 20 contains 36721 members 
Mstep: Class 21 contains 15021 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 9143 members 
Mstep: Class 24 contains 10067 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7193 members 
Mstep: Class 28 contains 2134 members 
Mstep: Class 29 contains 4611 members 
Mstep: Class 30 contains 154633 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 36467 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 116968.171875
Iteration 117Q: 34 clusters Score -1.839939e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216820 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76295 members 
Mstep: Class 5 contains 178382 members 
Mstep: Class 6 contains 27742 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 307506 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7969 members 
Mstep: Class 11 contains 157893 members 
Mstep: Class 12 contains 79102 members 
Mstep: Class 13 contains 76816 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 47702 members 
Mstep: Class 19 contains 52223 members 
Mstep: Class 20 contains 36717 members 
Mstep: Class 21 contains 14993 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 10060 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7203 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 4612 members 
Mstep: Class 30 contains 154928 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 37161 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994368.000000 Penalty: 116968.171875
Iteration 118Q: 34 clusters Score -1.839944e+08 nChanged 5228
Entering ConstructFrom: 
Score: -183994368.000000 Penalty: 116968.171875
Entering ConstructFrom: 
Trying to split cluster 1 (216683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216683 members 
Entering Unmasked Estep 
Score: -25479386.000000 Penalty: 3046.975342
	Iteration 0F: 2 clusters Score -2.547939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -25338308.000000 Penalty: 6093.950684
	Iteration 0F: 3 clusters Score -2.533831e+07 nChanged 104407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -25399812.000000 Penalty: 6093.950684
	Iteration 1F: 3 clusters Score -2.539981e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120324 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -25401566.000000 Penalty: 6093.950684
	Iteration 2Q: 3 clusters Score -2.540157e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -25404218.000000 Penalty: 6093.950684
	Iteration 3Q: 3 clusters Score -2.540422e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -25409578.000000 Penalty: 6093.950684
	Iteration 4F: 3 clusters Score -2.540958e+07 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152321 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -25419400.000000 Penalty: 6093.950684
	Iteration 5F: 3 clusters Score -2.54194e+07 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171511 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -25435030.000000 Penalty: 6093.950684
	Iteration 6F: 3 clusters Score -2.543503e+07 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -25453682.000000 Penalty: 6093.950684
	Iteration 7F: 3 clusters Score -2.545368e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206241 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -25467676.000000 Penalty: 6093.950684
	Iteration 8F: 3 clusters Score -2.546768e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213187 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -25473680.000000 Penalty: 6093.950684
	Iteration 9Q: 3 clusters Score -2.547368e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -25475732.000000 Penalty: 6093.950684
	Iteration 10Q: 3 clusters Score -2.547573e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216096 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25476344.000000 Penalty: 6093.950684
	Iteration 11Q: 3 clusters Score -2.547634e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216255 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -25476594.000000 Penalty: 6093.950684
	Iteration 12Q: 3 clusters Score -2.547659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216312 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25476680.000000 Penalty: 6093.950684
	Iteration 13Q: 3 clusters Score -2.547668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216328 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25476744.000000 Penalty: 6093.950684
	Iteration 14Q: 3 clusters Score -2.547674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216341 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -25476768.000000 Penalty: 6093.950684
	Iteration 15Q: 3 clusters Score -2.547677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25476814.000000 Penalty: 6093.950684
	Iteration 16Q: 3 clusters Score -2.547681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216347 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -25476822.000000 Penalty: 6093.950684
	Iteration 17Q: 3 clusters Score -2.547682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216350 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25476834.000000 Penalty: 6093.950684
	Iteration 18Q: 3 clusters Score -2.547683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216349 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25476826.000000 Penalty: 6093.950684
	Iteration 19Q: 3 clusters Score -2.547683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216349 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25476836.000000 Penalty: 6093.950684
	Iteration 20F: 3 clusters Score -2.547684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Entering Unmasked Estep 
Score: -9602804.000000 Penalty: 2807.163330
	Iteration 0F: 2 clusters Score -9602804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -9547768.000000 Penalty: 5614.326660
	Iteration 0F: 3 clusters Score -9547768 nChanged 38725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -9570314.000000 Penalty: 5614.326660
	Iteration 1F: 3 clusters Score -9570314 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -9571751.000000 Penalty: 5614.326660
	Iteration 2Q: 3 clusters Score -9571751 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9573623.000000 Penalty: 5614.326660
	Iteration 3F: 3 clusters Score -9573623 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -9576476.000000 Penalty: 5614.326660
	Iteration 4F: 3 clusters Score -9576476 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -9580250.000000 Penalty: 5614.326660
	Iteration 5F: 3 clusters Score -9580250 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -9584764.000000 Penalty: 5614.326660
	Iteration 6F: 3 clusters Score -9584764 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -9589536.000000 Penalty: 5614.326660
	Iteration 7F: 3 clusters Score -9589536 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -9593478.000000 Penalty: 5614.326660
	Iteration 8F: 3 clusters Score -9593478 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -9596189.000000 Penalty: 5614.326660
	Iteration 9Q: 3 clusters Score -9596189 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -9597864.000000 Penalty: 5614.326660
	Iteration 10Q: 3 clusters Score -9597864 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -9598884.000000 Penalty: 5614.326660
	Iteration 11Q: 3 clusters Score -9598884 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -9599523.000000 Penalty: 5614.326660
	Iteration 12Q: 3 clusters Score -9599523 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -9600026.000000 Penalty: 5614.326660
	Iteration 13Q: 3 clusters Score -9600026 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -9600276.000000 Penalty: 5614.326660
	Iteration 14Q: 3 clusters Score -9600276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -9600484.000000 Penalty: 5614.326660
	Iteration 15Q: 3 clusters Score -9600484 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -9600586.000000 Penalty: 5614.326660
	Iteration 16Q: 3 clusters Score -9600586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -9600657.000000 Penalty: 5614.326660
	Iteration 17Q: 3 clusters Score -9600657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -9600722.000000 Penalty: 5614.326660
	Iteration 18Q: 3 clusters Score -9600722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -9600750.000000 Penalty: 5614.326660
	Iteration 19Q: 3 clusters Score -9600750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -9600775.000000 Penalty: 5614.326660
	Iteration 20F: 3 clusters Score -9600775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -9600803.000000 Penalty: 5614.326660
	Iteration 21Q: 3 clusters Score -9600803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -9600835.000000 Penalty: 5614.326660
	Iteration 22Q: 3 clusters Score -9600835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -9600854.000000 Penalty: 5614.326660
	Iteration 23Q: 3 clusters Score -9600854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -9600854.000000 Penalty: 5614.326660
	Iteration 24Q: 3 clusters Score -9600854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -9600849.000000 Penalty: 5614.326660
	Iteration 25Q: 3 clusters Score -9600849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -9600857.000000 Penalty: 5614.326660
	Iteration 26Q: 3 clusters Score -9600857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -9600860.000000 Penalty: 5614.326660
	Iteration 27Q: 3 clusters Score -9600860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 5614.326660
	Iteration 28Q: 3 clusters Score -9600870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -9600875.000000 Penalty: 5614.326660
	Iteration 29Q: 3 clusters Score -9600875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -9600875.000000 Penalty: 5614.326660
	Iteration 30F: 3 clusters Score -9600875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -60520.632812 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -60520.63 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 306 members 
Entering Unmasked Estep 
Score: -58947.746094 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -58947.75 nChanged 155
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: -59384.613281 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -59384.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59563.773438 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -59563.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59756.335938 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -59756.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59940.023438 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -59940.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60074.105469 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -60074.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60084.890625 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -60084.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60084.890625 Penalty: 3194.709473
	Iteration 7F: 3 clusters Score -60084.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (76366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Entering Unmasked Estep 
Score: -9073354.000000 Penalty: 2788.336670
	Iteration 0F: 2 clusters Score -9073354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -9022158.000000 Penalty: 5576.673340
	Iteration 0F: 3 clusters Score -9022158 nChanged 35902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -9042686.000000 Penalty: 5576.673340
	Iteration 1F: 3 clusters Score -9042686 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -9043646.000000 Penalty: 5576.673340
	Iteration 2Q: 3 clusters Score -9043646 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -9044925.000000 Penalty: 5576.673340
	Iteration 3Q: 3 clusters Score -9044925 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -9046683.000000 Penalty: 5576.673340
	Iteration 4Q: 3 clusters Score -9046683 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9049353.000000 Penalty: 5576.673340
	Iteration 5F: 3 clusters Score -9049353 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -9053155.000000 Penalty: 5576.673340
	Iteration 6F: 3 clusters Score -9053155 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -9058028.000000 Penalty: 5576.673340
	Iteration 7F: 3 clusters Score -9058028 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -9062421.000000 Penalty: 5576.673340
	Iteration 8F: 3 clusters Score -9062421 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -9065298.000000 Penalty: 5576.673340
	Iteration 9Q: 3 clusters Score -9065298 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -9066665.000000 Penalty: 5576.673340
	Iteration 10Q: 3 clusters Score -9066665 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -9067431.000000 Penalty: 5576.673340
	Iteration 11Q: 3 clusters Score -9067431 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -9067990.000000 Penalty: 5576.673340
	Iteration 12Q: 3 clusters Score -9067990 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -9068434.000000 Penalty: 5576.673340
	Iteration 13Q: 3 clusters Score -9068434 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -9068765.000000 Penalty: 5576.673340
	Iteration 14Q: 3 clusters Score -9068765 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -9069026.000000 Penalty: 5576.673340
	Iteration 15Q: 3 clusters Score -9069026 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -9069312.000000 Penalty: 5576.673340
	Iteration 16Q: 3 clusters Score -9069312 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -9069570.000000 Penalty: 5576.673340
	Iteration 17Q: 3 clusters Score -9069570 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -9069840.000000 Penalty: 5576.673340
	Iteration 18Q: 3 clusters Score -9069840 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -9070030.000000 Penalty: 5576.673340
	Iteration 19Q: 3 clusters Score -9070030 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -9070250.000000 Penalty: 5576.673340
	Iteration 20F: 3 clusters Score -9070250 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -9070377.000000 Penalty: 5576.673340
	Iteration 21Q: 3 clusters Score -9070377 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -9070509.000000 Penalty: 5576.673340
	Iteration 22Q: 3 clusters Score -9070509 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -9070627.000000 Penalty: 5576.673340
	Iteration 23Q: 3 clusters Score -9070627 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -9070729.000000 Penalty: 5576.673340
	Iteration 24Q: 3 clusters Score -9070729 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -9070795.000000 Penalty: 5576.673340
	Iteration 25Q: 3 clusters Score -9070795 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -9070880.000000 Penalty: 5576.673340
	Iteration 26Q: 3 clusters Score -9070880 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9070961.000000 Penalty: 5576.673340
	Iteration 27Q: 3 clusters Score -9070961 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9071016.000000 Penalty: 5576.673340
	Iteration 28Q: 3 clusters Score -9071016 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9071082.000000 Penalty: 5576.673340
	Iteration 29Q: 3 clusters Score -9071082 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9071144.000000 Penalty: 5576.673340
	Iteration 30Q: 3 clusters Score -9071144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9071184.000000 Penalty: 5576.673340
	Iteration 31Q: 3 clusters Score -9071184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -9071242.000000 Penalty: 5576.673340
	Iteration 32Q: 3 clusters Score -9071242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9071286.000000 Penalty: 5576.673340
	Iteration 33Q: 3 clusters Score -9071286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -9071326.000000 Penalty: 5576.673340
	Iteration 34Q: 3 clusters Score -9071326 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9071344.000000 Penalty: 5576.673340
	Iteration 35Q: 3 clusters Score -9071344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9071378.000000 Penalty: 5576.673340
	Iteration 36Q: 3 clusters Score -9071378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73945 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9071409.000000 Penalty: 5576.673340
	Iteration 37Q: 3 clusters Score -9071409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9071422.000000 Penalty: 5576.673340
	Iteration 38Q: 3 clusters Score -9071422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9071458.000000 Penalty: 5576.673340
	Iteration 39Q: 3 clusters Score -9071458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9071491.000000 Penalty: 5576.673340
	Iteration 40F: 3 clusters Score -9071491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9071490.000000 Penalty: 5576.673340
	Iteration 41Q: 3 clusters Score -9071490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9071496.000000 Penalty: 5576.673340
	Iteration 42Q: 3 clusters Score -9071496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9071522.000000 Penalty: 5576.673340
	Iteration 43Q: 3 clusters Score -9071522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9071535.000000 Penalty: 5576.673340
	Iteration 44Q: 3 clusters Score -9071535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9071547.000000 Penalty: 5576.673340
	Iteration 45Q: 3 clusters Score -9071547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9071559.000000 Penalty: 5576.673340
	Iteration 46Q: 3 clusters Score -9071559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9071577.000000 Penalty: 5576.673340
	Iteration 47Q: 3 clusters Score -9071577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9071567.000000 Penalty: 5576.673340
	Iteration 48Q: 3 clusters Score -9071567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9071569.000000 Penalty: 5576.673340
	Iteration 49Q: 3 clusters Score -9071569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9071585.000000 Penalty: 5576.673340
	Iteration 50Q: 3 clusters Score -9071585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9071580.000000 Penalty: 5576.673340
	Iteration 51Q: 3 clusters Score -9071580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9071588.000000 Penalty: 5576.673340
	Iteration 52Q: 3 clusters Score -9071588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9071595.000000 Penalty: 5576.673340
	Iteration 53Q: 3 clusters Score -9071595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9071605.000000 Penalty: 5576.673340
	Iteration 54Q: 3 clusters Score -9071605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9071609.000000 Penalty: 5576.673340
	Iteration 55Q: 3 clusters Score -9071609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9071606.000000 Penalty: 5576.673340
	Iteration 56Q: 3 clusters Score -9071606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9071608.000000 Penalty: 5576.673340
	Iteration 57Q: 3 clusters Score -9071608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9071608.000000 Penalty: 5576.673340
	Iteration 58Q: 3 clusters Score -9071608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9071607.000000 Penalty: 5576.673340
	Iteration 59Q: 3 clusters Score -9071607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9071610.000000 Penalty: 5576.673340
	Iteration 60F: 3 clusters Score -9071610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9071601.000000 Penalty: 5576.673340
	Iteration 61Q: 3 clusters Score -9071601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9071603.000000 Penalty: 5576.673340
	Iteration 62Q: 3 clusters Score -9071603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9071601.000000 Penalty: 5576.673340
	Iteration 63Q: 3 clusters Score -9071601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9071593.000000 Penalty: 5576.673340
	Iteration 64Q: 3 clusters Score -9071593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9071599.000000 Penalty: 5576.673340
	Iteration 65Q: 3 clusters Score -9071599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9071595.000000 Penalty: 5576.673340
	Iteration 66Q: 3 clusters Score -9071595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9071597.000000 Penalty: 5576.673340
	Iteration 67Q: 3 clusters Score -9071597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9071597.000000 Penalty: 5576.673340
	Iteration 68F: 3 clusters Score -9071597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177939 members 
Entering Unmasked Estep 
Score: -20957030.000000 Penalty: 2998.120605
	Iteration 0F: 2 clusters Score -2.095703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -20839478.000000 Penalty: 5996.241211
	Iteration 0F: 3 clusters Score -2.083948e+07 nChanged 85422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -20889296.000000 Penalty: 5996.241211
	Iteration 1F: 3 clusters Score -2.08893e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -20891236.000000 Penalty: 5996.241211
	Iteration 2Q: 3 clusters Score -2.089124e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -20893976.000000 Penalty: 5996.241211
	Iteration 3Q: 3 clusters Score -2.089398e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -20899028.000000 Penalty: 5996.241211
	Iteration 4F: 3 clusters Score -2.089903e+07 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -20907172.000000 Penalty: 5996.241211
	Iteration 5F: 3 clusters Score -2.090717e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 140240 members 
Entering Unmasked Estep 
Score: -20919638.000000 Penalty: 5996.241211
	Iteration 6F: 3 clusters Score -2.091964e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -20934448.000000 Penalty: 5996.241211
	Iteration 7F: 3 clusters Score -2.093445e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -20946104.000000 Penalty: 5996.241211
	Iteration 8F: 3 clusters Score -2.09461e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -20951492.000000 Penalty: 5996.241211
	Iteration 9Q: 3 clusters Score -2.095149e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 176383 members 
Entering Unmasked Estep 
Score: -20953446.000000 Penalty: 5996.241211
	Iteration 10Q: 3 clusters Score -2.095345e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -20954044.000000 Penalty: 5996.241211
	Iteration 11Q: 3 clusters Score -2.095404e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 177447 members 
Entering Unmasked Estep 
Score: -20954246.000000 Penalty: 5996.241211
	Iteration 12Q: 3 clusters Score -2.095425e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 177518 members 
Entering Unmasked Estep 
Score: -20954316.000000 Penalty: 5996.241211
	Iteration 13Q: 3 clusters Score -2.095432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 177551 members 
Entering Unmasked Estep 
Score: -20954388.000000 Penalty: 5996.241211
	Iteration 14Q: 3 clusters Score -2.095439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 177573 members 
Entering Unmasked Estep 
Score: -20954414.000000 Penalty: 5996.241211
	Iteration 15Q: 3 clusters Score -2.095441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 177587 members 
Entering Unmasked Estep 
Score: -20954400.000000 Penalty: 5996.241211
	Iteration 16Q: 3 clusters Score -2.09544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 177596 members 
Entering Unmasked Estep 
Score: -20954426.000000 Penalty: 5996.241211
	Iteration 17Q: 3 clusters Score -2.095443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -20954446.000000 Penalty: 5996.241211
	Iteration 18Q: 3 clusters Score -2.095445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -20954466.000000 Penalty: 5996.241211
	Iteration 19Q: 3 clusters Score -2.095447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -20954476.000000 Penalty: 5996.241211
	Iteration 20F: 3 clusters Score -2.095448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -20954494.000000 Penalty: 5996.241211
	Iteration 21Q: 3 clusters Score -2.095449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -20954494.000000 Penalty: 5996.241211
	Iteration 22Q: 3 clusters Score -2.095449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -20954490.000000 Penalty: 5996.241211
	Iteration 23Q: 3 clusters Score -2.095449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -20954498.000000 Penalty: 5996.241211
	Iteration 24Q: 3 clusters Score -2.09545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -20954498.000000 Penalty: 5996.241211
	Iteration 25F: 3 clusters Score -2.09545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Entering Unmasked Estep 
Score: -3262050.750000 Penalty: 2536.524902
	Iteration 0F: 2 clusters Score -3262051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3243109.250000 Penalty: 5073.049805
	Iteration 0F: 3 clusters Score -3243109 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3249704.750000 Penalty: 5073.049805
	Iteration 1F: 3 clusters Score -3249705 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3250203.750000 Penalty: 5073.049805
	Iteration 2F: 3 clusters Score -3250204 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3250723.500000 Penalty: 5073.049805
	Iteration 3Q: 3 clusters Score -3250724 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3251329.750000 Penalty: 5073.049805
	Iteration 4Q: 3 clusters Score -3251330 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3252221.250000 Penalty: 5073.049805
	Iteration 5F: 3 clusters Score -3252221 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3253411.000000 Penalty: 5073.049805
	Iteration 6F: 3 clusters Score -3253411 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3254980.500000 Penalty: 5073.049805
	Iteration 7F: 3 clusters Score -3254980 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3256689.500000 Penalty: 5073.049805
	Iteration 8F: 3 clusters Score -3256690 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3258123.500000 Penalty: 5073.049805
	Iteration 9F: 3 clusters Score -3258124 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3259034.750000 Penalty: 5073.049805
	Iteration 10Q: 3 clusters Score -3259035 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3259445.000000 Penalty: 5073.049805
	Iteration 11Q: 3 clusters Score -3259445 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3259649.000000 Penalty: 5073.049805
	Iteration 12Q: 3 clusters Score -3259649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3259742.000000 Penalty: 5073.049805
	Iteration 13Q: 3 clusters Score -3259742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3259818.750000 Penalty: 5073.049805
	Iteration 14Q: 3 clusters Score -3259819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3259842.000000 Penalty: 5073.049805
	Iteration 15Q: 3 clusters Score -3259842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3259858.500000 Penalty: 5073.049805
	Iteration 16Q: 3 clusters Score -3259858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3259865.750000 Penalty: 5073.049805
	Iteration 17Q: 3 clusters Score -3259866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3259876.000000 Penalty: 5073.049805
	Iteration 18Q: 3 clusters Score -3259876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3259888.500000 Penalty: 5073.049805
	Iteration 19Q: 3 clusters Score -3259888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3259896.000000 Penalty: 5073.049805
	Iteration 20F: 3 clusters Score -3259896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3259902.000000 Penalty: 5073.049805
	Iteration 21Q: 3 clusters Score -3259902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3259909.000000 Penalty: 5073.049805
	Iteration 22Q: 3 clusters Score -3259909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3259912.750000 Penalty: 5073.049805
	Iteration 23Q: 3 clusters Score -3259913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3259920.500000 Penalty: 5073.049805
	Iteration 24Q: 3 clusters Score -3259920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3259923.750000 Penalty: 5073.049805
	Iteration 25Q: 3 clusters Score -3259924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3259926.250000 Penalty: 5073.049805
	Iteration 26Q: 3 clusters Score -3259926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3259929.750000 Penalty: 5073.049805
	Iteration 27Q: 3 clusters Score -3259930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3259933.750000 Penalty: 5073.049805
	Iteration 28Q: 3 clusters Score -3259934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3259937.000000 Penalty: 5073.049805
	Iteration 29Q: 3 clusters Score -3259937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3259939.000000 Penalty: 5073.049805
	Iteration 30Q: 3 clusters Score -3259939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3259940.250000 Penalty: 5073.049805
	Iteration 31Q: 3 clusters Score -3259940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3259942.000000 Penalty: 5073.049805
	Iteration 32Q: 3 clusters Score -3259942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3259949.000000 Penalty: 5073.049805
	Iteration 33Q: 3 clusters Score -3259949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3259946.750000 Penalty: 5073.049805
	Iteration 34Q: 3 clusters Score -3259947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3259946.750000 Penalty: 5073.049805
	Iteration 35F: 3 clusters Score -3259947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -221377.031250 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -221377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218765.875000 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -218765.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219239.671875 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -219239.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219370.578125 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -219370.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219439.765625 Penalty: 3751.862305
	Iteration 3Q: 3 clusters Score -219439.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219484.671875 Penalty: 3751.862305
	Iteration 4Q: 3 clusters Score -219484.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219513.281250 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -219513.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219530.578125 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -219530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -219541.343750 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -219541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219551.203125 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -219551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219554.750000 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -219554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -219560.562500 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -219560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -219566.218750 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -219566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -219572.328125 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -219572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219577.171875 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -219577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219580.421875 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -219580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219582.031250 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -219582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -219583.140625 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -219583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219583.750000 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -219583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219583.750000 Penalty: 3751.862305
	Iteration 18F: 3 clusters Score -219583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (307241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307241 members 
Entering Unmasked Estep 
Score: -35894520.000000 Penalty: 3133.576172
	Iteration 0F: 2 clusters Score -3.589452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153592 members 
Mstep: Class 2 contains 153649 members 
Entering Unmasked Estep 
Score: -35694248.000000 Penalty: 6267.152344
	Iteration 0F: 3 clusters Score -3.569425e+07 nChanged 148800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -35782204.000000 Penalty: 6267.152344
	Iteration 1F: 3 clusters Score -3.57822e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -35782916.000000 Penalty: 6267.152344
	Iteration 2Q: 3 clusters Score -3.578292e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 161469 members 
Entering Unmasked Estep 
Score: -35784216.000000 Penalty: 6267.152344
	Iteration 3Q: 3 clusters Score -3.578422e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -35785308.000000 Penalty: 6267.152344
	Iteration 4Q: 3 clusters Score -3.578531e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 170450 members 
Entering Unmasked Estep 
Score: -35786972.000000 Penalty: 6267.152344
	Iteration 5Q: 3 clusters Score -3.578697e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -35790304.000000 Penalty: 6267.152344
	Iteration 6Q: 3 clusters Score -3.57903e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 190680 members 
Entering Unmasked Estep 
Score: -35795796.000000 Penalty: 6267.152344
	Iteration 7Q: 3 clusters Score -3.57958e+07 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100559 members 
Mstep: Class 2 contains 206682 members 
Entering Unmasked Estep 
Score: -35806252.000000 Penalty: 6267.152344
	Iteration 8F: 3 clusters Score -3.580625e+07 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 226001 members 
Entering Unmasked Estep 
Score: -35820972.000000 Penalty: 6267.152344
	Iteration 9F: 3 clusters Score -3.582097e+07 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 244795 members 
Entering Unmasked Estep 
Score: -35838072.000000 Penalty: 6267.152344
	Iteration 10F: 3 clusters Score -3.583807e+07 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 258883 members 
Entering Unmasked Estep 
Score: -35852128.000000 Penalty: 6267.152344
	Iteration 11F: 3 clusters Score -3.585213e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 267650 members 
Entering Unmasked Estep 
Score: -35861028.000000 Penalty: 6267.152344
	Iteration 12Q: 3 clusters Score -3.586103e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 273597 members 
Entering Unmasked Estep 
Score: -35866556.000000 Penalty: 6267.152344
	Iteration 13Q: 3 clusters Score -3.586656e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 278469 members 
Entering Unmasked Estep 
Score: -35869820.000000 Penalty: 6267.152344
	Iteration 14Q: 3 clusters Score -3.586982e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 282778 members 
Entering Unmasked Estep 
Score: -35872740.000000 Penalty: 6267.152344
	Iteration 15Q: 3 clusters Score -3.587274e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 286631 members 
Entering Unmasked Estep 
Score: -35875500.000000 Penalty: 6267.152344
	Iteration 16Q: 3 clusters Score -3.58755e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 290137 members 
Entering Unmasked Estep 
Score: -35877956.000000 Penalty: 6267.152344
	Iteration 17Q: 3 clusters Score -3.587796e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 293329 members 
Entering Unmasked Estep 
Score: -35880240.000000 Penalty: 6267.152344
	Iteration 18Q: 3 clusters Score -3.588024e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 296072 members 
Entering Unmasked Estep 
Score: -35882488.000000 Penalty: 6267.152344
	Iteration 19Q: 3 clusters Score -3.588249e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 298529 members 
Entering Unmasked Estep 
Score: -35884832.000000 Penalty: 6267.152344
	Iteration 20F: 3 clusters Score -3.588483e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 300565 members 
Entering Unmasked Estep 
Score: -35886740.000000 Penalty: 6267.152344
	Iteration 21Q: 3 clusters Score -3.588674e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 302232 members 
Entering Unmasked Estep 
Score: -35888008.000000 Penalty: 6267.152344
	Iteration 22Q: 3 clusters Score -3.588801e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 303497 members 
Entering Unmasked Estep 
Score: -35888832.000000 Penalty: 6267.152344
	Iteration 23Q: 3 clusters Score -3.588883e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 304470 members 
Entering Unmasked Estep 
Score: -35889776.000000 Penalty: 6267.152344
	Iteration 24Q: 3 clusters Score -3.588978e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 305140 members 
Entering Unmasked Estep 
Score: -35890356.000000 Penalty: 6267.152344
	Iteration 25Q: 3 clusters Score -3.589036e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 305621 members 
Entering Unmasked Estep 
Score: -35890728.000000 Penalty: 6267.152344
	Iteration 26Q: 3 clusters Score -3.589073e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 305929 members 
Entering Unmasked Estep 
Score: -35891004.000000 Penalty: 6267.152344
	Iteration 27Q: 3 clusters Score -3.5891e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 306149 members 
Entering Unmasked Estep 
Score: -35891276.000000 Penalty: 6267.152344
	Iteration 28Q: 3 clusters Score -3.589128e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 306297 members 
Entering Unmasked Estep 
Score: -35891412.000000 Penalty: 6267.152344
	Iteration 29Q: 3 clusters Score -3.589141e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 306389 members 
Entering Unmasked Estep 
Score: -35891448.000000 Penalty: 6267.152344
	Iteration 30Q: 3 clusters Score -3.589145e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 306453 members 
Entering Unmasked Estep 
Score: -35891472.000000 Penalty: 6267.152344
	Iteration 31Q: 3 clusters Score -3.589147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 306500 members 
Entering Unmasked Estep 
Score: -35891568.000000 Penalty: 6267.152344
	Iteration 32Q: 3 clusters Score -3.589157e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 306546 members 
Entering Unmasked Estep 
Score: -35891568.000000 Penalty: 6267.152344
	Iteration 33Q: 3 clusters Score -3.589157e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 306580 members 
Entering Unmasked Estep 
Score: -35891620.000000 Penalty: 6267.152344
	Iteration 34Q: 3 clusters Score -3.589162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 306605 members 
Entering Unmasked Estep 
Score: -35891640.000000 Penalty: 6267.152344
	Iteration 35Q: 3 clusters Score -3.589164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 306620 members 
Entering Unmasked Estep 
Score: -35891636.000000 Penalty: 6267.152344
	Iteration 36Q: 3 clusters Score -3.589164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 306626 members 
Entering Unmasked Estep 
Score: -35891632.000000 Penalty: 6267.152344
	Iteration 37Q: 3 clusters Score -3.589163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 306631 members 
Entering Unmasked Estep 
Score: -35891616.000000 Penalty: 6267.152344
	Iteration 38Q: 3 clusters Score -3.589162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 306639 members 
Entering Unmasked Estep 
Score: -35891648.000000 Penalty: 6267.152344
	Iteration 39Q: 3 clusters Score -3.589165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 306644 members 
Entering Unmasked Estep 
Score: -35891640.000000 Penalty: 6267.152344
	Iteration 40F: 3 clusters Score -3.589164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 306650 members 
Entering Unmasked Estep 
Score: -35891648.000000 Penalty: 6267.152344
	Iteration 41Q: 3 clusters Score -3.589165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 306657 members 
Entering Unmasked Estep 
Score: -35891648.000000 Penalty: 6267.152344
	Iteration 42Q: 3 clusters Score -3.589165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 306662 members 
Entering Unmasked Estep 
Score: -35891640.000000 Penalty: 6267.152344
	Iteration 43Q: 3 clusters Score -3.589164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 306666 members 
Entering Unmasked Estep 
Score: -35891648.000000 Penalty: 6267.152344
	Iteration 44Q: 3 clusters Score -3.589165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 306667 members 
Entering Unmasked Estep 
Score: -35891656.000000 Penalty: 6267.152344
	Iteration 45Q: 3 clusters Score -3.589166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 306666 members 
Entering Unmasked Estep 
Score: -35891652.000000 Penalty: 6267.152344
	Iteration 46Q: 3 clusters Score -3.589165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 306666 members 
Entering Unmasked Estep 
Score: -35891652.000000 Penalty: 6267.152344
	Iteration 47F: 3 clusters Score -3.589165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -98907.578125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -98907.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97031.515625 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -97031.52 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97476.453125 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -97476.45 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97734.539062 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -97734.54 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97980.468750 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -97980.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98199.320312 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -98199.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98425.343750 Penalty: 3431.181885
	Iteration 5F: 3 clusters Score -98425.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98537.242188 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -98537.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98605.335938 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -98605.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98663.210938 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -98663.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98727.914062 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -98727.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98813.960938 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -98813.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98843.343750 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -98843.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -98847.351562 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -98847.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -98851.500000 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -98851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -98851.500000 Penalty: 3431.181885
	Iteration 14F: 3 clusters Score -98851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Entering Unmasked Estep 
Score: -929926.812500 Penalty: 2225.548096
	Iteration 0F: 2 clusters Score -929926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -923671.750000 Penalty: 4451.096191
	Iteration 0F: 3 clusters Score -923671.8 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -925331.187500 Penalty: 4451.096191
	Iteration 1F: 3 clusters Score -925331.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -925594.000000 Penalty: 4451.096191
	Iteration 2F: 3 clusters Score -925594 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -925763.125000 Penalty: 4451.096191
	Iteration 3Q: 3 clusters Score -925763.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -925914.812500 Penalty: 4451.096191
	Iteration 4Q: 3 clusters Score -925914.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -926065.625000 Penalty: 4451.096191
	Iteration 5Q: 3 clusters Score -926065.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -926215.437500 Penalty: 4451.096191
	Iteration 6Q: 3 clusters Score -926215.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -926377.562500 Penalty: 4451.096191
	Iteration 7Q: 3 clusters Score -926377.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -926513.125000 Penalty: 4451.096191
	Iteration 8Q: 3 clusters Score -926513.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -926625.562500 Penalty: 4451.096191
	Iteration 9Q: 3 clusters Score -926625.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -926734.187500 Penalty: 4451.096191
	Iteration 10Q: 3 clusters Score -926734.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -926848.750000 Penalty: 4451.096191
	Iteration 11Q: 3 clusters Score -926848.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -926967.687500 Penalty: 4451.096191
	Iteration 12Q: 3 clusters Score -926967.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -927107.312500 Penalty: 4451.096191
	Iteration 13Q: 3 clusters Score -927107.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -927247.187500 Penalty: 4451.096191
	Iteration 14Q: 3 clusters Score -927247.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -927411.750000 Penalty: 4451.096191
	Iteration 15Q: 3 clusters Score -927411.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -927543.500000 Penalty: 4451.096191
	Iteration 16Q: 3 clusters Score -927543.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -927622.250000 Penalty: 4451.096191
	Iteration 17Q: 3 clusters Score -927622.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -927688.625000 Penalty: 4451.096191
	Iteration 18Q: 3 clusters Score -927688.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -927736.125000 Penalty: 4451.096191
	Iteration 19Q: 3 clusters Score -927736.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -927768.437500 Penalty: 4451.096191
	Iteration 20F: 3 clusters Score -927768.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -927791.750000 Penalty: 4451.096191
	Iteration 21Q: 3 clusters Score -927791.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -927803.937500 Penalty: 4451.096191
	Iteration 22Q: 3 clusters Score -927803.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -927815.500000 Penalty: 4451.096191
	Iteration 23Q: 3 clusters Score -927815.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -927825.312500 Penalty: 4451.096191
	Iteration 24Q: 3 clusters Score -927825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -927829.687500 Penalty: 4451.096191
	Iteration 25Q: 3 clusters Score -927829.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -927832.437500 Penalty: 4451.096191
	Iteration 26Q: 3 clusters Score -927832.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -927836.625000 Penalty: 4451.096191
	Iteration 27Q: 3 clusters Score -927836.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -927840.750000 Penalty: 4451.096191
	Iteration 28Q: 3 clusters Score -927840.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -927849.812500 Penalty: 4451.096191
	Iteration 29Q: 3 clusters Score -927849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -927852.312500 Penalty: 4451.096191
	Iteration 30Q: 3 clusters Score -927852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -927857.500000 Penalty: 4451.096191
	Iteration 31Q: 3 clusters Score -927857.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -927859.875000 Penalty: 4451.096191
	Iteration 32Q: 3 clusters Score -927859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -927862.687500 Penalty: 4451.096191
	Iteration 33Q: 3 clusters Score -927862.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -927865.937500 Penalty: 4451.096191
	Iteration 34Q: 3 clusters Score -927865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -927865.562500 Penalty: 4451.096191
	Iteration 35Q: 3 clusters Score -927865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -927868.250000 Penalty: 4451.096191
	Iteration 36Q: 3 clusters Score -927868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -927871.125000 Penalty: 4451.096191
	Iteration 37Q: 3 clusters Score -927871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -927870.937500 Penalty: 4451.096191
	Iteration 38Q: 3 clusters Score -927870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -927871.875000 Penalty: 4451.096191
	Iteration 39Q: 3 clusters Score -927871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -927875.562500 Penalty: 4451.096191
	Iteration 40F: 3 clusters Score -927875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -927877.437500 Penalty: 4451.096191
	Iteration 41Q: 3 clusters Score -927877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -927878.125000 Penalty: 4451.096191
	Iteration 42Q: 3 clusters Score -927878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -927879.500000 Penalty: 4451.096191
	Iteration 43Q: 3 clusters Score -927879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -927880.937500 Penalty: 4451.096191
	Iteration 44Q: 3 clusters Score -927880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -927882.562500 Penalty: 4451.096191
	Iteration 45Q: 3 clusters Score -927882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -927881.000000 Penalty: 4451.096191
	Iteration 46Q: 3 clusters Score -927881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -927882.750000 Penalty: 4451.096191
	Iteration 47Q: 3 clusters Score -927882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -927887.125000 Penalty: 4451.096191
	Iteration 48Q: 3 clusters Score -927887.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -927889.250000 Penalty: 4451.096191
	Iteration 49Q: 3 clusters Score -927889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -927892.875000 Penalty: 4451.096191
	Iteration 50Q: 3 clusters Score -927892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -927893.312500 Penalty: 4451.096191
	Iteration 51Q: 3 clusters Score -927893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -927893.875000 Penalty: 4451.096191
	Iteration 52Q: 3 clusters Score -927893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -927897.250000 Penalty: 4451.096191
	Iteration 53Q: 3 clusters Score -927897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -927897.250000 Penalty: 4451.096191
	Iteration 54Q: 3 clusters Score -927897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -927897.750000 Penalty: 4451.096191
	Iteration 55Q: 3 clusters Score -927897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -927898.875000 Penalty: 4451.096191
	Iteration 56Q: 3 clusters Score -927898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -927899.312500 Penalty: 4451.096191
	Iteration 57Q: 3 clusters Score -927899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -927899.375000 Penalty: 4451.096191
	Iteration 58Q: 3 clusters Score -927899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -927899.875000 Penalty: 4451.096191
	Iteration 59Q: 3 clusters Score -927899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -927898.375000 Penalty: 4451.096191
	Iteration 60F: 3 clusters Score -927898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -927899.000000 Penalty: 4451.096191
	Iteration 61Q: 3 clusters Score -927899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -927901.875000 Penalty: 4451.096191
	Iteration 62Q: 3 clusters Score -927901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -927902.562500 Penalty: 4451.096191
	Iteration 63Q: 3 clusters Score -927902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -927904.500000 Penalty: 4451.096191
	Iteration 64Q: 3 clusters Score -927904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -927904.625000 Penalty: 4451.096191
	Iteration 65Q: 3 clusters Score -927904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -927904.937500 Penalty: 4451.096191
	Iteration 66Q: 3 clusters Score -927904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -927906.000000 Penalty: 4451.096191
	Iteration 67Q: 3 clusters Score -927906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -927905.687500 Penalty: 4451.096191
	Iteration 68Q: 3 clusters Score -927905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -927905.687500 Penalty: 4451.096191
	Iteration 69F: 3 clusters Score -927905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157755 members 
Entering Unmasked Estep 
Score: -18493126.000000 Penalty: 2968.261963
	Iteration 0F: 2 clusters Score -1.849313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -18387672.000000 Penalty: 5936.523926
	Iteration 0F: 3 clusters Score -1.838767e+07 nChanged 75736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -18431012.000000 Penalty: 5936.523926
	Iteration 1F: 3 clusters Score -1.843101e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -18431882.000000 Penalty: 5936.523926
	Iteration 2Q: 3 clusters Score -1.843188e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -18433122.000000 Penalty: 5936.523926
	Iteration 3Q: 3 clusters Score -1.843312e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -18434890.000000 Penalty: 5936.523926
	Iteration 4Q: 3 clusters Score -1.843489e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -18437816.000000 Penalty: 5936.523926
	Iteration 5Q: 3 clusters Score -1.843782e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -18442928.000000 Penalty: 5936.523926
	Iteration 6F: 3 clusters Score -1.844293e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -18451870.000000 Penalty: 5936.523926
	Iteration 7F: 3 clusters Score -1.845187e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -18464524.000000 Penalty: 5936.523926
	Iteration 8F: 3 clusters Score -1.846452e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -18477200.000000 Penalty: 5936.523926
	Iteration 9F: 3 clusters Score -1.84772e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -18485412.000000 Penalty: 5936.523926
	Iteration 10F: 3 clusters Score -1.848541e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -18488684.000000 Penalty: 5936.523926
	Iteration 11Q: 3 clusters Score -1.848868e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157009 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -18489744.000000 Penalty: 5936.523926
	Iteration 12Q: 3 clusters Score -1.848974e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -18490128.000000 Penalty: 5936.523926
	Iteration 13Q: 3 clusters Score -1.849013e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18490224.000000 Penalty: 5936.523926
	Iteration 14Q: 3 clusters Score -1.849022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18490306.000000 Penalty: 5936.523926
	Iteration 15Q: 3 clusters Score -1.849031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18490356.000000 Penalty: 5936.523926
	Iteration 16Q: 3 clusters Score -1.849036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18490376.000000 Penalty: 5936.523926
	Iteration 17Q: 3 clusters Score -1.849038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18490404.000000 Penalty: 5936.523926
	Iteration 18Q: 3 clusters Score -1.84904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18490430.000000 Penalty: 5936.523926
	Iteration 19Q: 3 clusters Score -1.849043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18490450.000000 Penalty: 5936.523926
	Iteration 20F: 3 clusters Score -1.849045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18490456.000000 Penalty: 5936.523926
	Iteration 21Q: 3 clusters Score -1.849046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18490470.000000 Penalty: 5936.523926
	Iteration 22Q: 3 clusters Score -1.849047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157524 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18490480.000000 Penalty: 5936.523926
	Iteration 23Q: 3 clusters Score -1.849048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157524 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18490480.000000 Penalty: 5936.523926
	Iteration 24F: 3 clusters Score -1.849048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Entering Unmasked Estep 
Score: -9406525.000000 Penalty: 2797.651855
	Iteration 0F: 2 clusters Score -9406525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -9353483.000000 Penalty: 5595.303711
	Iteration 0F: 3 clusters Score -9353483 nChanged 37175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -9374336.000000 Penalty: 5595.303711
	Iteration 1F: 3 clusters Score -9374336 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -9374859.000000 Penalty: 5595.303711
	Iteration 2Q: 3 clusters Score -9374859 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -9375372.000000 Penalty: 5595.303711
	Iteration 3Q: 3 clusters Score -9375372 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -9375790.000000 Penalty: 5595.303711
	Iteration 4Q: 3 clusters Score -9375790 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -9376308.000000 Penalty: 5595.303711
	Iteration 5Q: 3 clusters Score -9376308 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -9376784.000000 Penalty: 5595.303711
	Iteration 6Q: 3 clusters Score -9376784 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -9377349.000000 Penalty: 5595.303711
	Iteration 7Q: 3 clusters Score -9377349 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -9378058.000000 Penalty: 5595.303711
	Iteration 8Q: 3 clusters Score -9378058 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -9378877.000000 Penalty: 5595.303711
	Iteration 9Q: 3 clusters Score -9378877 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -9380150.000000 Penalty: 5595.303711
	Iteration 10Q: 3 clusters Score -9380150 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -9381734.000000 Penalty: 5595.303711
	Iteration 11Q: 3 clusters Score -9381734 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -9384052.000000 Penalty: 5595.303711
	Iteration 12Q: 3 clusters Score -9384052 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -9387024.000000 Penalty: 5595.303711
	Iteration 13F: 3 clusters Score -9387024 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -9390420.000000 Penalty: 5595.303711
	Iteration 14F: 3 clusters Score -9390420 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -9393653.000000 Penalty: 5595.303711
	Iteration 15Q: 3 clusters Score -9393653 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -9396235.000000 Penalty: 5595.303711
	Iteration 16Q: 3 clusters Score -9396235 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -9397955.000000 Penalty: 5595.303711
	Iteration 17Q: 3 clusters Score -9397955 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -9399212.000000 Penalty: 5595.303711
	Iteration 18Q: 3 clusters Score -9399212 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -9400092.000000 Penalty: 5595.303711
	Iteration 19Q: 3 clusters Score -9400092 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -9400788.000000 Penalty: 5595.303711
	Iteration 20F: 3 clusters Score -9400788 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -9401358.000000 Penalty: 5595.303711
	Iteration 21Q: 3 clusters Score -9401358 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -9401892.000000 Penalty: 5595.303711
	Iteration 22Q: 3 clusters Score -9401892 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -9402315.000000 Penalty: 5595.303711
	Iteration 23Q: 3 clusters Score -9402315 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -9402694.000000 Penalty: 5595.303711
	Iteration 24Q: 3 clusters Score -9402694 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -9402956.000000 Penalty: 5595.303711
	Iteration 25Q: 3 clusters Score -9402956 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -9403163.000000 Penalty: 5595.303711
	Iteration 26Q: 3 clusters Score -9403163 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -9403382.000000 Penalty: 5595.303711
	Iteration 27Q: 3 clusters Score -9403382 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -9403563.000000 Penalty: 5595.303711
	Iteration 28Q: 3 clusters Score -9403563 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -9403661.000000 Penalty: 5595.303711
	Iteration 29Q: 3 clusters Score -9403661 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -9403770.000000 Penalty: 5595.303711
	Iteration 30Q: 3 clusters Score -9403770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -9403810.000000 Penalty: 5595.303711
	Iteration 31Q: 3 clusters Score -9403810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -9403873.000000 Penalty: 5595.303711
	Iteration 32Q: 3 clusters Score -9403873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -9403924.000000 Penalty: 5595.303711
	Iteration 33Q: 3 clusters Score -9403924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -9403948.000000 Penalty: 5595.303711
	Iteration 34Q: 3 clusters Score -9403948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -9403968.000000 Penalty: 5595.303711
	Iteration 35Q: 3 clusters Score -9403968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -9404000.000000 Penalty: 5595.303711
	Iteration 36Q: 3 clusters Score -9404000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -9403999.000000 Penalty: 5595.303711
	Iteration 37Q: 3 clusters Score -9403999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -9404015.000000 Penalty: 5595.303711
	Iteration 38Q: 3 clusters Score -9404015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9404016.000000 Penalty: 5595.303711
	Iteration 39Q: 3 clusters Score -9404016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -9404015.000000 Penalty: 5595.303711
	Iteration 40F: 3 clusters Score -9404015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -9404025.000000 Penalty: 5595.303711
	Iteration 41Q: 3 clusters Score -9404025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -9404034.000000 Penalty: 5595.303711
	Iteration 42Q: 3 clusters Score -9404034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9404031.000000 Penalty: 5595.303711
	Iteration 43Q: 3 clusters Score -9404031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -9404046.000000 Penalty: 5595.303711
	Iteration 44Q: 3 clusters Score -9404046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -9404043.000000 Penalty: 5595.303711
	Iteration 45Q: 3 clusters Score -9404043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -9404046.000000 Penalty: 5595.303711
	Iteration 46Q: 3 clusters Score -9404046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -9404045.000000 Penalty: 5595.303711
	Iteration 47Q: 3 clusters Score -9404045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -9404047.000000 Penalty: 5595.303711
	Iteration 48Q: 3 clusters Score -9404047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -9404052.000000 Penalty: 5595.303711
	Iteration 49Q: 3 clusters Score -9404052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -9404053.000000 Penalty: 5595.303711
	Iteration 50Q: 3 clusters Score -9404053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9404056.000000 Penalty: 5595.303711
	Iteration 51Q: 3 clusters Score -9404056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -9404062.000000 Penalty: 5595.303711
	Iteration 52Q: 3 clusters Score -9404062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -9404070.000000 Penalty: 5595.303711
	Iteration 53Q: 3 clusters Score -9404070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -9404074.000000 Penalty: 5595.303711
	Iteration 54Q: 3 clusters Score -9404074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9404071.000000 Penalty: 5595.303711
	Iteration 55Q: 3 clusters Score -9404071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -9404074.000000 Penalty: 5595.303711
	Iteration 56Q: 3 clusters Score -9404074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9404081.000000 Penalty: 5595.303711
	Iteration 57Q: 3 clusters Score -9404081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -9404085.000000 Penalty: 5595.303711
	Iteration 58Q: 3 clusters Score -9404085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -9404094.000000 Penalty: 5595.303711
	Iteration 59Q: 3 clusters Score -9404094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -9404090.000000 Penalty: 5595.303711
	Iteration 60F: 3 clusters Score -9404090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -9404091.000000 Penalty: 5595.303711
	Iteration 61Q: 3 clusters Score -9404091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -9404098.000000 Penalty: 5595.303711
	Iteration 62Q: 3 clusters Score -9404098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -9404103.000000 Penalty: 5595.303711
	Iteration 63Q: 3 clusters Score -9404103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -9404115.000000 Penalty: 5595.303711
	Iteration 64Q: 3 clusters Score -9404115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -9404111.000000 Penalty: 5595.303711
	Iteration 65Q: 3 clusters Score -9404111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -9404113.000000 Penalty: 5595.303711
	Iteration 66Q: 3 clusters Score -9404113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -9404110.000000 Penalty: 5595.303711
	Iteration 67Q: 3 clusters Score -9404110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -9404112.000000 Penalty: 5595.303711
	Iteration 68Q: 3 clusters Score -9404112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -9404112.000000 Penalty: 5595.303711
	Iteration 69F: 3 clusters Score -9404112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Entering Unmasked Estep 
Score: -8749466.000000 Penalty: 2789.877686
	Iteration 0F: 2 clusters Score -8749466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8698124.000000 Penalty: 5579.755371
	Iteration 0F: 3 clusters Score -8698124 nChanged 35939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -8718153.000000 Penalty: 5579.755371
	Iteration 1F: 3 clusters Score -8718153 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -8718693.000000 Penalty: 5579.755371
	Iteration 2Q: 3 clusters Score -8718693 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -8719200.000000 Penalty: 5579.755371
	Iteration 3Q: 3 clusters Score -8719200 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -8719670.000000 Penalty: 5579.755371
	Iteration 4Q: 3 clusters Score -8719670 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8720307.000000 Penalty: 5579.755371
	Iteration 5Q: 3 clusters Score -8720307 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -8721131.000000 Penalty: 5579.755371
	Iteration 6Q: 3 clusters Score -8721131 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8722397.000000 Penalty: 5579.755371
	Iteration 7Q: 3 clusters Score -8722397 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -8724160.000000 Penalty: 5579.755371
	Iteration 8Q: 3 clusters Score -8724160 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -8726753.000000 Penalty: 5579.755371
	Iteration 9F: 3 clusters Score -8726753 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -8730027.000000 Penalty: 5579.755371
	Iteration 10F: 3 clusters Score -8730027 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -8733605.000000 Penalty: 5579.755371
	Iteration 11F: 3 clusters Score -8733605 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -8736846.000000 Penalty: 5579.755371
	Iteration 12F: 3 clusters Score -8736846 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -8739499.000000 Penalty: 5579.755371
	Iteration 13Q: 3 clusters Score -8739499 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -8741713.000000 Penalty: 5579.755371
	Iteration 14Q: 3 clusters Score -8741713 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -8743557.000000 Penalty: 5579.755371
	Iteration 15Q: 3 clusters Score -8743557 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -8744910.000000 Penalty: 5579.755371
	Iteration 16Q: 3 clusters Score -8744910 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -8745731.000000 Penalty: 5579.755371
	Iteration 17Q: 3 clusters Score -8745731 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -8746310.000000 Penalty: 5579.755371
	Iteration 18Q: 3 clusters Score -8746310 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
Score: -8746606.000000 Penalty: 5579.755371
	Iteration 19Q: 3 clusters Score -8746606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -8746742.000000 Penalty: 5579.755371
	Iteration 20F: 3 clusters Score -8746742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -8746837.000000 Penalty: 5579.755371
	Iteration 21Q: 3 clusters Score -8746837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -8746893.000000 Penalty: 5579.755371
	Iteration 22Q: 3 clusters Score -8746893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -8746922.000000 Penalty: 5579.755371
	Iteration 23Q: 3 clusters Score -8746922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -8746942.000000 Penalty: 5579.755371
	Iteration 24Q: 3 clusters Score -8746942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -8746969.000000 Penalty: 5579.755371
	Iteration 25Q: 3 clusters Score -8746969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -8746978.000000 Penalty: 5579.755371
	Iteration 26Q: 3 clusters Score -8746978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -8746984.000000 Penalty: 5579.755371
	Iteration 27Q: 3 clusters Score -8746984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -8746997.000000 Penalty: 5579.755371
	Iteration 28Q: 3 clusters Score -8746997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -8747006.000000 Penalty: 5579.755371
	Iteration 29Q: 3 clusters Score -8747006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -8747017.000000 Penalty: 5579.755371
	Iteration 30Q: 3 clusters Score -8747017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -8747028.000000 Penalty: 5579.755371
	Iteration 31Q: 3 clusters Score -8747028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -8747034.000000 Penalty: 5579.755371
	Iteration 32Q: 3 clusters Score -8747034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -8747035.000000 Penalty: 5579.755371
	Iteration 33Q: 3 clusters Score -8747035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -8747035.000000 Penalty: 5579.755371
	Iteration 34F: 3 clusters Score -8747035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -646240.187500 Penalty: 2157.314209
	Iteration 0F: 2 clusters Score -646240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -641136.000000 Penalty: 4314.628418
	Iteration 0F: 3 clusters Score -641136 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -642815.062500 Penalty: 4314.628418
	Iteration 1F: 3 clusters Score -642815.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -643296.500000 Penalty: 4314.628418
	Iteration 2F: 3 clusters Score -643296.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -643584.812500 Penalty: 4314.628418
	Iteration 3F: 3 clusters Score -643584.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -643808.312500 Penalty: 4314.628418
	Iteration 4F: 3 clusters Score -643808.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -644017.750000 Penalty: 4314.628418
	Iteration 5Q: 3 clusters Score -644017.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -644197.500000 Penalty: 4314.628418
	Iteration 6Q: 3 clusters Score -644197.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -644370.375000 Penalty: 4314.628418
	Iteration 7Q: 3 clusters Score -644370.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -644518.625000 Penalty: 4314.628418
	Iteration 8Q: 3 clusters Score -644518.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -644617.812500 Penalty: 4314.628418
	Iteration 9Q: 3 clusters Score -644617.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -644691.687500 Penalty: 4314.628418
	Iteration 10Q: 3 clusters Score -644691.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -644760.687500 Penalty: 4314.628418
	Iteration 11Q: 3 clusters Score -644760.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -644829.562500 Penalty: 4314.628418
	Iteration 12Q: 3 clusters Score -644829.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -644894.312500 Penalty: 4314.628418
	Iteration 13Q: 3 clusters Score -644894.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -644958.437500 Penalty: 4314.628418
	Iteration 14Q: 3 clusters Score -644958.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -644999.562500 Penalty: 4314.628418
	Iteration 15Q: 3 clusters Score -644999.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -645040.437500 Penalty: 4314.628418
	Iteration 16Q: 3 clusters Score -645040.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -645076.000000 Penalty: 4314.628418
	Iteration 17Q: 3 clusters Score -645076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -645099.687500 Penalty: 4314.628418
	Iteration 18Q: 3 clusters Score -645099.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -645116.437500 Penalty: 4314.628418
	Iteration 19Q: 3 clusters Score -645116.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -645123.187500 Penalty: 4314.628418
	Iteration 20F: 3 clusters Score -645123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -645128.000000 Penalty: 4314.628418
	Iteration 21Q: 3 clusters Score -645128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -645133.125000 Penalty: 4314.628418
	Iteration 22Q: 3 clusters Score -645133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -645141.750000 Penalty: 4314.628418
	Iteration 23Q: 3 clusters Score -645141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -645150.125000 Penalty: 4314.628418
	Iteration 24Q: 3 clusters Score -645150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -645154.312500 Penalty: 4314.628418
	Iteration 25Q: 3 clusters Score -645154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -645157.062500 Penalty: 4314.628418
	Iteration 26Q: 3 clusters Score -645157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -645162.500000 Penalty: 4314.628418
	Iteration 27Q: 3 clusters Score -645162.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -645168.187500 Penalty: 4314.628418
	Iteration 28Q: 3 clusters Score -645168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -645176.500000 Penalty: 4314.628418
	Iteration 29Q: 3 clusters Score -645176.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -645189.062500 Penalty: 4314.628418
	Iteration 30Q: 3 clusters Score -645189.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -645195.812500 Penalty: 4314.628418
	Iteration 31Q: 3 clusters Score -645195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -645201.875000 Penalty: 4314.628418
	Iteration 32Q: 3 clusters Score -645201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -645208.750000 Penalty: 4314.628418
	Iteration 33Q: 3 clusters Score -645208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -645212.562500 Penalty: 4314.628418
	Iteration 34Q: 3 clusters Score -645212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -645214.812500 Penalty: 4314.628418
	Iteration 35Q: 3 clusters Score -645214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -645217.000000 Penalty: 4314.628418
	Iteration 36Q: 3 clusters Score -645217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -645222.437500 Penalty: 4314.628418
	Iteration 37Q: 3 clusters Score -645222.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -645228.125000 Penalty: 4314.628418
	Iteration 38Q: 3 clusters Score -645228.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -645233.125000 Penalty: 4314.628418
	Iteration 39Q: 3 clusters Score -645233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -645237.000000 Penalty: 4314.628418
	Iteration 40F: 3 clusters Score -645237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -645241.500000 Penalty: 4314.628418
	Iteration 41Q: 3 clusters Score -645241.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -645248.812500 Penalty: 4314.628418
	Iteration 42Q: 3 clusters Score -645248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -645252.500000 Penalty: 4314.628418
	Iteration 43Q: 3 clusters Score -645252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -645257.250000 Penalty: 4314.628418
	Iteration 44Q: 3 clusters Score -645257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -645261.375000 Penalty: 4314.628418
	Iteration 45Q: 3 clusters Score -645261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -645263.187500 Penalty: 4314.628418
	Iteration 46Q: 3 clusters Score -645263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -645265.187500 Penalty: 4314.628418
	Iteration 47Q: 3 clusters Score -645265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -645268.000000 Penalty: 4314.628418
	Iteration 48Q: 3 clusters Score -645268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -645268.812500 Penalty: 4314.628418
	Iteration 49Q: 3 clusters Score -645268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -645270.000000 Penalty: 4314.628418
	Iteration 50Q: 3 clusters Score -645270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -645270.000000 Penalty: 4314.628418
	Iteration 51F: 3 clusters Score -645270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -147958.734375 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -147958.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145842.187500 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -145842.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -146286.843750 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -146286.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -146545.437500 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -146545.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -146879.765625 Penalty: 3559.042969
	Iteration 3F: 3 clusters Score -146879.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -147626.359375 Penalty: 3559.042969
	Iteration 4F: 3 clusters Score -147626.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -147920.562500 Penalty: 3559.042969
	Iteration 5F: 3 clusters Score -147920.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -148073.921875 Penalty: 3559.042969
	Iteration 6F: 3 clusters Score -148073.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -148121.812500 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -148121.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -148142.718750 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -148142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -148154.203125 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -148154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -148162.156250 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -148162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -148169.218750 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -148169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -148178.078125 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -148178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -148185.906250 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -148185.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -148188.109375 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -148188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -148191.218750 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -148191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -148191.218750 Penalty: 3559.042969
	Iteration 16F: 3 clusters Score -148191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216683 members 
Mstep: Class 2 contains 82389 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76366 members 
Mstep: Class 5 contains 177939 members 
Mstep: Class 6 contains 27665 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 307241 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 157755 members 
Mstep: Class 12 contains 79289 members 
Mstep: Class 13 contains 76842 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 1069 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 52212 members 
Mstep: Class 20 contains 36721 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7210 members 
Mstep: Class 28 contains 2140 members 
Mstep: Class 29 contains 4611 members 
Mstep: Class 30 contains 155269 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 37730 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 238 members 
Entering Unmasked Estep 
Score: -183992176.000000 Penalty: 120512.656250
Splitting cluster 15 changes total score from -183994368.000000 to -183992176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -96892.140625 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -96892.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -95025.367188 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -95025.37 nChanged 243
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: -95307.554688 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -95307.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95392.429688 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -95392.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95424.335938 Penalty: 3382.728027
	Iteration 3Q: 3 clusters Score -95424.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95439.523438 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -95439.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95449.523438 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -95449.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95467.734375 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -95467.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95488.398438 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -95488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95508.023438 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -95508.02 nChanged 12
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: -95529.085938 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -95529.09 nChanged 16
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: -95550.140625 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -95550.14 nChanged 11
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: -95572.289062 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -95572.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95592.859375 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -95592.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95623.250000 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -95623.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95656.218750 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -95656.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95691.156250 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -95691.16 nChanged 19
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: -95764.882812 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -95764.88 nChanged 32
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: -95871.656250 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -95871.66 nChanged 40
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: -96032.906250 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -96032.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96229.914062 Penalty: 3382.728027
	Iteration 19F: 3 clusters Score -96229.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96382.757812 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -96382.76 nChanged 31
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: -96563.851562 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -96563.85 nChanged 30
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: -96736.257812 Penalty: 3382.728027
	Iteration 22Q: 3 clusters Score -96736.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96839.062500 Penalty: 3382.728027
	Iteration 23Q: 3 clusters Score -96839.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96889.406250 Penalty: 3382.728027
	Iteration 24Q: 3 clusters Score -96889.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96903.687500 Penalty: 3382.728027
	Iteration 25Q: 3 clusters Score -96903.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96913.281250 Penalty: 3382.728027
	Iteration 26Q: 3 clusters Score -96913.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96915.054688 Penalty: 3382.728027
	Iteration 27Q: 3 clusters Score -96915.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96919.406250 Penalty: 3382.728027
	Iteration 28Q: 3 clusters Score -96919.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96919.406250 Penalty: 3382.728027
	Iteration 29F: 3 clusters Score -96919.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216683 members 
Mstep: Class 2 contains 82389 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76366 members 
Mstep: Class 5 contains 177939 members 
Mstep: Class 6 contains 27665 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 307241 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 157755 members 
Mstep: Class 12 contains 79289 members 
Mstep: Class 13 contains 76842 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 507 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 52212 members 
Mstep: Class 20 contains 36721 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7210 members 
Mstep: Class 28 contains 2140 members 
Mstep: Class 29 contains 4611 members 
Mstep: Class 30 contains 155269 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 37730 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 409 members 
Entering Unmasked Estep 
Score: -183992736.000000 Penalty: 120512.656250
Splitting cluster 16 changes total score from -183994368.000000 to -183992736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (4217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Entering Unmasked Estep 
Score: -459874.218750 Penalty: 2070.025879
	Iteration 0F: 2 clusters Score -459874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -455849.937500 Penalty: 4140.051758
	Iteration 0F: 3 clusters Score -455849.9 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -456821.375000 Penalty: 4140.051758
	Iteration 1F: 3 clusters Score -456821.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -457073.437500 Penalty: 4140.051758
	Iteration 2F: 3 clusters Score -457073.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -457236.531250 Penalty: 4140.051758
	Iteration 3F: 3 clusters Score -457236.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -457361.312500 Penalty: 4140.051758
	Iteration 4Q: 3 clusters Score -457361.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -457483.375000 Penalty: 4140.051758
	Iteration 5Q: 3 clusters Score -457483.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -457604.406250 Penalty: 4140.051758
	Iteration 6Q: 3 clusters Score -457604.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -457733.187500 Penalty: 4140.051758
	Iteration 7Q: 3 clusters Score -457733.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -457842.843750 Penalty: 4140.051758
	Iteration 8Q: 3 clusters Score -457842.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -457958.968750 Penalty: 4140.051758
	Iteration 9Q: 3 clusters Score -457959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -458059.656250 Penalty: 4140.051758
	Iteration 10Q: 3 clusters Score -458059.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -458143.156250 Penalty: 4140.051758
	Iteration 11Q: 3 clusters Score -458143.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -458208.500000 Penalty: 4140.051758
	Iteration 12Q: 3 clusters Score -458208.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -458255.312500 Penalty: 4140.051758
	Iteration 13Q: 3 clusters Score -458255.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -458293.718750 Penalty: 4140.051758
	Iteration 14Q: 3 clusters Score -458293.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -458325.937500 Penalty: 4140.051758
	Iteration 15Q: 3 clusters Score -458325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -458350.375000 Penalty: 4140.051758
	Iteration 16Q: 3 clusters Score -458350.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -458371.375000 Penalty: 4140.051758
	Iteration 17Q: 3 clusters Score -458371.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -458387.937500 Penalty: 4140.051758
	Iteration 18Q: 3 clusters Score -458387.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -458401.031250 Penalty: 4140.051758
	Iteration 19Q: 3 clusters Score -458401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -458409.218750 Penalty: 4140.051758
	Iteration 20F: 3 clusters Score -458409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -458414.843750 Penalty: 4140.051758
	Iteration 21Q: 3 clusters Score -458414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -458419.906250 Penalty: 4140.051758
	Iteration 22Q: 3 clusters Score -458419.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -458428.156250 Penalty: 4140.051758
	Iteration 23Q: 3 clusters Score -458428.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -458434.593750 Penalty: 4140.051758
	Iteration 24Q: 3 clusters Score -458434.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -458442.687500 Penalty: 4140.051758
	Iteration 25Q: 3 clusters Score -458442.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -458448.343750 Penalty: 4140.051758
	Iteration 26Q: 3 clusters Score -458448.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -458457.187500 Penalty: 4140.051758
	Iteration 27Q: 3 clusters Score -458457.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -458466.687500 Penalty: 4140.051758
	Iteration 28Q: 3 clusters Score -458466.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -458474.281250 Penalty: 4140.051758
	Iteration 29Q: 3 clusters Score -458474.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -458480.281250 Penalty: 4140.051758
	Iteration 30Q: 3 clusters Score -458480.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -458484.687500 Penalty: 4140.051758
	Iteration 31Q: 3 clusters Score -458484.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -458492.812500 Penalty: 4140.051758
	Iteration 32Q: 3 clusters Score -458492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -458498.000000 Penalty: 4140.051758
	Iteration 33Q: 3 clusters Score -458498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -458502.468750 Penalty: 4140.051758
	Iteration 34Q: 3 clusters Score -458502.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -458510.406250 Penalty: 4140.051758
	Iteration 35Q: 3 clusters Score -458510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -458516.250000 Penalty: 4140.051758
	Iteration 36Q: 3 clusters Score -458516.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -458521.250000 Penalty: 4140.051758
	Iteration 37Q: 3 clusters Score -458521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -458528.406250 Penalty: 4140.051758
	Iteration 38Q: 3 clusters Score -458528.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -458538.656250 Penalty: 4140.051758
	Iteration 39Q: 3 clusters Score -458538.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -458550.562500 Penalty: 4140.051758
	Iteration 40F: 3 clusters Score -458550.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -458563.750000 Penalty: 4140.051758
	Iteration 41Q: 3 clusters Score -458563.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -458577.125000 Penalty: 4140.051758
	Iteration 42Q: 3 clusters Score -458577.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -458593.062500 Penalty: 4140.051758
	Iteration 43Q: 3 clusters Score -458593.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458610.531250 Penalty: 4140.051758
	Iteration 44Q: 3 clusters Score -458610.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -458630.406250 Penalty: 4140.051758
	Iteration 45Q: 3 clusters Score -458630.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -458651.250000 Penalty: 4140.051758
	Iteration 46Q: 3 clusters Score -458651.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -458671.500000 Penalty: 4140.051758
	Iteration 47Q: 3 clusters Score -458671.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -458694.281250 Penalty: 4140.051758
	Iteration 48Q: 3 clusters Score -458694.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -458734.437500 Penalty: 4140.051758
	Iteration 49Q: 3 clusters Score -458734.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -458770.187500 Penalty: 4140.051758
	Iteration 50Q: 3 clusters Score -458770.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -458811.156250 Penalty: 4140.051758
	Iteration 51Q: 3 clusters Score -458811.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -458843.656250 Penalty: 4140.051758
	Iteration 52Q: 3 clusters Score -458843.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -458883.718750 Penalty: 4140.051758
	Iteration 53Q: 3 clusters Score -458883.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -458925.750000 Penalty: 4140.051758
	Iteration 54Q: 3 clusters Score -458925.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -458966.718750 Penalty: 4140.051758
	Iteration 55Q: 3 clusters Score -458966.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -459003.218750 Penalty: 4140.051758
	Iteration 56Q: 3 clusters Score -459003.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -459030.406250 Penalty: 4140.051758
	Iteration 57Q: 3 clusters Score -459030.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -459046.000000 Penalty: 4140.051758
	Iteration 58Q: 3 clusters Score -459046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -459058.125000 Penalty: 4140.051758
	Iteration 59Q: 3 clusters Score -459058.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -459067.625000 Penalty: 4140.051758
	Iteration 60F: 3 clusters Score -459067.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -459074.312500 Penalty: 4140.051758
	Iteration 61Q: 3 clusters Score -459074.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -459078.656250 Penalty: 4140.051758
	Iteration 62Q: 3 clusters Score -459078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -459081.437500 Penalty: 4140.051758
	Iteration 63Q: 3 clusters Score -459081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -459083.250000 Penalty: 4140.051758
	Iteration 64Q: 3 clusters Score -459083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -459084.968750 Penalty: 4140.051758
	Iteration 65Q: 3 clusters Score -459085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -459090.812500 Penalty: 4140.051758
	Iteration 66Q: 3 clusters Score -459090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -459096.062500 Penalty: 4140.051758
	Iteration 67Q: 3 clusters Score -459096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -459101.531250 Penalty: 4140.051758
	Iteration 68Q: 3 clusters Score -459101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -459105.687500 Penalty: 4140.051758
	Iteration 69Q: 3 clusters Score -459105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -459113.468750 Penalty: 4140.051758
	Iteration 70Q: 3 clusters Score -459113.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -459118.062500 Penalty: 4140.051758
	Iteration 71Q: 3 clusters Score -459118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -459121.218750 Penalty: 4140.051758
	Iteration 72Q: 3 clusters Score -459121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -459123.781250 Penalty: 4140.051758
	Iteration 73Q: 3 clusters Score -459123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -459126.031250 Penalty: 4140.051758
	Iteration 74Q: 3 clusters Score -459126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -459127.937500 Penalty: 4140.051758
	Iteration 75Q: 3 clusters Score -459127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -459131.937500 Penalty: 4140.051758
	Iteration 76Q: 3 clusters Score -459131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -459132.843750 Penalty: 4140.051758
	Iteration 77Q: 3 clusters Score -459132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -459133.812500 Penalty: 4140.051758
	Iteration 78Q: 3 clusters Score -459133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -459133.843750 Penalty: 4140.051758
	Iteration 79Q: 3 clusters Score -459133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -459137.312500 Penalty: 4140.051758
	Iteration 80F: 3 clusters Score -459137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -459139.437500 Penalty: 4140.051758
	Iteration 81Q: 3 clusters Score -459139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -459144.500000 Penalty: 4140.051758
	Iteration 82Q: 3 clusters Score -459144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -459146.968750 Penalty: 4140.051758
	Iteration 83Q: 3 clusters Score -459147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -459151.406250 Penalty: 4140.051758
	Iteration 84Q: 3 clusters Score -459151.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -459156.031250 Penalty: 4140.051758
	Iteration 85Q: 3 clusters Score -459156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -459159.562500 Penalty: 4140.051758
	Iteration 86Q: 3 clusters Score -459159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -459161.531250 Penalty: 4140.051758
	Iteration 87Q: 3 clusters Score -459161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -459163.843750 Penalty: 4140.051758
	Iteration 88Q: 3 clusters Score -459163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -459164.343750 Penalty: 4140.051758
	Iteration 89Q: 3 clusters Score -459164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -459164.937500 Penalty: 4140.051758
	Iteration 90Q: 3 clusters Score -459164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -459166.343750 Penalty: 4140.051758
	Iteration 91Q: 3 clusters Score -459166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -459166.937500 Penalty: 4140.051758
	Iteration 92Q: 3 clusters Score -459166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -459169.250000 Penalty: 4140.051758
	Iteration 93Q: 3 clusters Score -459169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -459169.281250 Penalty: 4140.051758
	Iteration 94Q: 3 clusters Score -459169.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -459172.750000 Penalty: 4140.051758
	Iteration 95Q: 3 clusters Score -459172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -459175.281250 Penalty: 4140.051758
	Iteration 96Q: 3 clusters Score -459175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -459177.625000 Penalty: 4140.051758
	Iteration 97Q: 3 clusters Score -459177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -459180.156250 Penalty: 4140.051758
	Iteration 98Q: 3 clusters Score -459180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -459180.281250 Penalty: 4140.051758
	Iteration 99Q: 3 clusters Score -459180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -459181.812500 Penalty: 4140.051758
	Iteration 100F: 3 clusters Score -459181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -459184.343750 Penalty: 4140.051758
	Iteration 101Q: 3 clusters Score -459184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -459189.125000 Penalty: 4140.051758
	Iteration 102Q: 3 clusters Score -459189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -459192.593750 Penalty: 4140.051758
	Iteration 103Q: 3 clusters Score -459192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -459196.156250 Penalty: 4140.051758
	Iteration 104Q: 3 clusters Score -459196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -459200.562500 Penalty: 4140.051758
	Iteration 105Q: 3 clusters Score -459200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -459202.656250 Penalty: 4140.051758
	Iteration 106Q: 3 clusters Score -459202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -459203.812500 Penalty: 4140.051758
	Iteration 107Q: 3 clusters Score -459203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -459204.781250 Penalty: 4140.051758
	Iteration 108Q: 3 clusters Score -459204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -459204.593750 Penalty: 4140.051758
	Iteration 109Q: 3 clusters Score -459204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -459204.718750 Penalty: 4140.051758
	Iteration 110Q: 3 clusters Score -459204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -459204.718750 Penalty: 4140.051758
	Iteration 111F: 3 clusters Score -459204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Entering Unmasked Estep 
Score: -5611827.000000 Penalty: 2671.574219
	Iteration 0F: 2 clusters Score -5611827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5579587.500000 Penalty: 5343.148438
	Iteration 0F: 3 clusters Score -5579588 nChanged 22040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5591854.500000 Penalty: 5343.148438
	Iteration 1F: 3 clusters Score -5591854 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5592395.500000 Penalty: 5343.148438
	Iteration 2Q: 3 clusters Score -5592396 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5593206.500000 Penalty: 5343.148438
	Iteration 3Q: 3 clusters Score -5593206 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5594612.500000 Penalty: 5343.148438
	Iteration 4F: 3 clusters Score -5594612 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5597124.000000 Penalty: 5343.148438
	Iteration 5F: 3 clusters Score -5597124 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5600980.500000 Penalty: 5343.148438
	Iteration 6F: 3 clusters Score -5600980 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5605114.500000 Penalty: 5343.148438
	Iteration 7F: 3 clusters Score -5605114 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5607997.000000 Penalty: 5343.148438
	Iteration 8F: 3 clusters Score -5607997 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5609489.000000 Penalty: 5343.148438
	Iteration 9Q: 3 clusters Score -5609489 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5610189.500000 Penalty: 5343.148438
	Iteration 10Q: 3 clusters Score -5610190 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5610574.000000 Penalty: 5343.148438
	Iteration 11Q: 3 clusters Score -5610574 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5610763.000000 Penalty: 5343.148438
	Iteration 12Q: 3 clusters Score -5610763 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5610900.500000 Penalty: 5343.148438
	Iteration 13Q: 3 clusters Score -5610900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5610943.500000 Penalty: 5343.148438
	Iteration 14Q: 3 clusters Score -5610944 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5611018.500000 Penalty: 5343.148438
	Iteration 15Q: 3 clusters Score -5611018 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5611063.500000 Penalty: 5343.148438
	Iteration 16Q: 3 clusters Score -5611064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5611098.000000 Penalty: 5343.148438
	Iteration 17Q: 3 clusters Score -5611098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5611137.500000 Penalty: 5343.148438
	Iteration 18Q: 3 clusters Score -5611138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5611167.000000 Penalty: 5343.148438
	Iteration 19Q: 3 clusters Score -5611167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5611167.500000 Penalty: 5343.148438
	Iteration 20F: 3 clusters Score -5611168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5611166.500000 Penalty: 5343.148438
	Iteration 21Q: 3 clusters Score -5611166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5611169.000000 Penalty: 5343.148438
	Iteration 22Q: 3 clusters Score -5611169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5611172.000000 Penalty: 5343.148438
	Iteration 23Q: 3 clusters Score -5611172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5611181.000000 Penalty: 5343.148438
	Iteration 24Q: 3 clusters Score -5611181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5611184.000000 Penalty: 5343.148438
	Iteration 25Q: 3 clusters Score -5611184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5611188.500000 Penalty: 5343.148438
	Iteration 26Q: 3 clusters Score -5611188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5611179.000000 Penalty: 5343.148438
	Iteration 27Q: 3 clusters Score -5611179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5611178.000000 Penalty: 5343.148438
	Iteration 28Q: 3 clusters Score -5611178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5611189.000000 Penalty: 5343.148438
	Iteration 29Q: 3 clusters Score -5611189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5611188.500000 Penalty: 5343.148438
	Iteration 30Q: 3 clusters Score -5611188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5611190.500000 Penalty: 5343.148438
	Iteration 31Q: 3 clusters Score -5611190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5611191.000000 Penalty: 5343.148438
	Iteration 32Q: 3 clusters Score -5611191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5611192.500000 Penalty: 5343.148438
	Iteration 33Q: 3 clusters Score -5611192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5611192.500000 Penalty: 5343.148438
	Iteration 34F: 3 clusters Score -5611192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Entering Unmasked Estep 
Score: -6213991.000000 Penalty: 2694.040771
	Iteration 0F: 2 clusters Score -6213991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -6178820.000000 Penalty: 5388.081543
	Iteration 0F: 3 clusters Score -6178820 nChanged 24296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6192205.500000 Penalty: 5388.081543
	Iteration 1F: 3 clusters Score -6192206 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6192714.500000 Penalty: 5388.081543
	Iteration 2Q: 3 clusters Score -6192714 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6193248.000000 Penalty: 5388.081543
	Iteration 3Q: 3 clusters Score -6193248 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6193860.000000 Penalty: 5388.081543
	Iteration 4Q: 3 clusters Score -6193860 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -6194685.500000 Penalty: 5388.081543
	Iteration 5Q: 3 clusters Score -6194686 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6195727.500000 Penalty: 5388.081543
	Iteration 6Q: 3 clusters Score -6195728 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -6197100.500000 Penalty: 5388.081543
	Iteration 7F: 3 clusters Score -6197100 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -6199145.500000 Penalty: 5388.081543
	Iteration 8F: 3 clusters Score -6199146 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6201793.000000 Penalty: 5388.081543
	Iteration 9F: 3 clusters Score -6201793 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6204409.000000 Penalty: 5388.081543
	Iteration 10F: 3 clusters Score -6204409 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -6206328.000000 Penalty: 5388.081543
	Iteration 11F: 3 clusters Score -6206328 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -6207205.000000 Penalty: 5388.081543
	Iteration 12Q: 3 clusters Score -6207205 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -6207714.000000 Penalty: 5388.081543
	Iteration 13Q: 3 clusters Score -6207714 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -6208095.500000 Penalty: 5388.081543
	Iteration 14Q: 3 clusters Score -6208096 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -6208409.000000 Penalty: 5388.081543
	Iteration 15Q: 3 clusters Score -6208409 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6208738.000000 Penalty: 5388.081543
	Iteration 16Q: 3 clusters Score -6208738 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -6209035.000000 Penalty: 5388.081543
	Iteration 17Q: 3 clusters Score -6209035 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -6209316.500000 Penalty: 5388.081543
	Iteration 18Q: 3 clusters Score -6209316 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6209592.500000 Penalty: 5388.081543
	Iteration 19Q: 3 clusters Score -6209592 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6209814.500000 Penalty: 5388.081543
	Iteration 20F: 3 clusters Score -6209814 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -6210072.000000 Penalty: 5388.081543
	Iteration 21Q: 3 clusters Score -6210072 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -6210277.500000 Penalty: 5388.081543
	Iteration 22Q: 3 clusters Score -6210278 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -6210464.000000 Penalty: 5388.081543
	Iteration 23Q: 3 clusters Score -6210464 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -6210626.000000 Penalty: 5388.081543
	Iteration 24Q: 3 clusters Score -6210626 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -6210782.500000 Penalty: 5388.081543
	Iteration 25Q: 3 clusters Score -6210782 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6210897.000000 Penalty: 5388.081543
	Iteration 26Q: 3 clusters Score -6210897 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -6211006.000000 Penalty: 5388.081543
	Iteration 27Q: 3 clusters Score -6211006 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6211089.500000 Penalty: 5388.081543
	Iteration 28Q: 3 clusters Score -6211090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -6211170.000000 Penalty: 5388.081543
	Iteration 29Q: 3 clusters Score -6211170 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -6211262.500000 Penalty: 5388.081543
	Iteration 30Q: 3 clusters Score -6211262 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -6211337.000000 Penalty: 5388.081543
	Iteration 31Q: 3 clusters Score -6211337 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -6211382.000000 Penalty: 5388.081543
	Iteration 32Q: 3 clusters Score -6211382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6211436.000000 Penalty: 5388.081543
	Iteration 33Q: 3 clusters Score -6211436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -6211477.000000 Penalty: 5388.081543
	Iteration 34Q: 3 clusters Score -6211477 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6211529.000000 Penalty: 5388.081543
	Iteration 35Q: 3 clusters Score -6211529 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -6211566.500000 Penalty: 5388.081543
	Iteration 36Q: 3 clusters Score -6211566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -6211590.000000 Penalty: 5388.081543
	Iteration 37Q: 3 clusters Score -6211590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6211616.500000 Penalty: 5388.081543
	Iteration 38Q: 3 clusters Score -6211616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -6211637.500000 Penalty: 5388.081543
	Iteration 39Q: 3 clusters Score -6211638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -6211668.500000 Penalty: 5388.081543
	Iteration 40F: 3 clusters Score -6211668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -6211703.000000 Penalty: 5388.081543
	Iteration 41Q: 3 clusters Score -6211703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -6211710.500000 Penalty: 5388.081543
	Iteration 42Q: 3 clusters Score -6211710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -6211742.000000 Penalty: 5388.081543
	Iteration 43Q: 3 clusters Score -6211742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -6211767.000000 Penalty: 5388.081543
	Iteration 44Q: 3 clusters Score -6211767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -6211783.000000 Penalty: 5388.081543
	Iteration 45Q: 3 clusters Score -6211783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6211796.000000 Penalty: 5388.081543
	Iteration 46Q: 3 clusters Score -6211796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6211793.500000 Penalty: 5388.081543
	Iteration 47Q: 3 clusters Score -6211794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -6211817.500000 Penalty: 5388.081543
	Iteration 48Q: 3 clusters Score -6211818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -6211826.500000 Penalty: 5388.081543
	Iteration 49Q: 3 clusters Score -6211826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6211835.000000 Penalty: 5388.081543
	Iteration 50Q: 3 clusters Score -6211835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6211848.000000 Penalty: 5388.081543
	Iteration 51Q: 3 clusters Score -6211848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6211841.000000 Penalty: 5388.081543
	Iteration 52Q: 3 clusters Score -6211841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6211856.000000 Penalty: 5388.081543
	Iteration 53Q: 3 clusters Score -6211856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6211867.000000 Penalty: 5388.081543
	Iteration 54Q: 3 clusters Score -6211867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6211864.500000 Penalty: 5388.081543
	Iteration 55Q: 3 clusters Score -6211864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -6211868.500000 Penalty: 5388.081543
	Iteration 56Q: 3 clusters Score -6211868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6211869.500000 Penalty: 5388.081543
	Iteration 57Q: 3 clusters Score -6211870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6211872.500000 Penalty: 5388.081543
	Iteration 58Q: 3 clusters Score -6211872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -6211887.000000 Penalty: 5388.081543
	Iteration 59Q: 3 clusters Score -6211887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -6211891.500000 Penalty: 5388.081543
	Iteration 60F: 3 clusters Score -6211892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -6211906.500000 Penalty: 5388.081543
	Iteration 61Q: 3 clusters Score -6211906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -6211906.500000 Penalty: 5388.081543
	Iteration 62Q: 3 clusters Score -6211906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6211900.000000 Penalty: 5388.081543
	Iteration 63Q: 3 clusters Score -6211900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -6211900.000000 Penalty: 5388.081543
	Iteration 64Q: 3 clusters Score -6211900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6211904.000000 Penalty: 5388.081543
	Iteration 65Q: 3 clusters Score -6211904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6211909.500000 Penalty: 5388.081543
	Iteration 66Q: 3 clusters Score -6211910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -6211917.000000 Penalty: 5388.081543
	Iteration 67Q: 3 clusters Score -6211917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6211916.000000 Penalty: 5388.081543
	Iteration 68Q: 3 clusters Score -6211916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6211909.000000 Penalty: 5388.081543
	Iteration 69Q: 3 clusters Score -6211909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6211910.500000 Penalty: 5388.081543
	Iteration 70Q: 3 clusters Score -6211910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6211912.500000 Penalty: 5388.081543
	Iteration 71Q: 3 clusters Score -6211912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6211910.000000 Penalty: 5388.081543
	Iteration 72Q: 3 clusters Score -6211910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6211913.500000 Penalty: 5388.081543
	Iteration 73Q: 3 clusters Score -6211914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6211921.500000 Penalty: 5388.081543
	Iteration 74Q: 3 clusters Score -6211922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6211926.500000 Penalty: 5388.081543
	Iteration 75Q: 3 clusters Score -6211926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6211931.000000 Penalty: 5388.081543
	Iteration 76Q: 3 clusters Score -6211931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6211928.000000 Penalty: 5388.081543
	Iteration 77Q: 3 clusters Score -6211928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -6211940.500000 Penalty: 5388.081543
	Iteration 78Q: 3 clusters Score -6211940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6211927.000000 Penalty: 5388.081543
	Iteration 79Q: 3 clusters Score -6211927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6211927.000000 Penalty: 5388.081543
	Iteration 80F: 3 clusters Score -6211927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6211921.500000 Penalty: 5388.081543
	Iteration 81Q: 3 clusters Score -6211922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6211923.500000 Penalty: 5388.081543
	Iteration 82Q: 3 clusters Score -6211924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6211923.500000 Penalty: 5388.081543
	Iteration 83F: 3 clusters Score -6211924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Entering Unmasked Estep 
Score: -4376940.500000 Penalty: 2606.753662
	Iteration 0F: 2 clusters Score -4376940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4352040.500000 Penalty: 5213.507324
	Iteration 0F: 3 clusters Score -4352040 nChanged 16822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4361645.500000 Penalty: 5213.507324
	Iteration 1F: 3 clusters Score -4361646 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4362498.500000 Penalty: 5213.507324
	Iteration 2F: 3 clusters Score -4362498 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -4363542.500000 Penalty: 5213.507324
	Iteration 3F: 3 clusters Score -4363542 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4364939.000000 Penalty: 5213.507324
	Iteration 4F: 3 clusters Score -4364939 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4366732.000000 Penalty: 5213.507324
	Iteration 5F: 3 clusters Score -4366732 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4368850.000000 Penalty: 5213.507324
	Iteration 6F: 3 clusters Score -4368850 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4370957.000000 Penalty: 5213.507324
	Iteration 7F: 3 clusters Score -4370957 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4372591.000000 Penalty: 5213.507324
	Iteration 8Q: 3 clusters Score -4372591 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4373563.000000 Penalty: 5213.507324
	Iteration 9Q: 3 clusters Score -4373563 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4374076.500000 Penalty: 5213.507324
	Iteration 10Q: 3 clusters Score -4374076 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4374347.000000 Penalty: 5213.507324
	Iteration 11Q: 3 clusters Score -4374347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4374480.000000 Penalty: 5213.507324
	Iteration 12Q: 3 clusters Score -4374480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4374579.500000 Penalty: 5213.507324
	Iteration 13Q: 3 clusters Score -4374580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4374618.500000 Penalty: 5213.507324
	Iteration 14Q: 3 clusters Score -4374618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4374641.500000 Penalty: 5213.507324
	Iteration 15Q: 3 clusters Score -4374642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4374682.000000 Penalty: 5213.507324
	Iteration 16Q: 3 clusters Score -4374682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4374712.500000 Penalty: 5213.507324
	Iteration 17Q: 3 clusters Score -4374712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -4374727.500000 Penalty: 5213.507324
	Iteration 18Q: 3 clusters Score -4374728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4374735.500000 Penalty: 5213.507324
	Iteration 19Q: 3 clusters Score -4374736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4374738.000000 Penalty: 5213.507324
	Iteration 20F: 3 clusters Score -4374738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4374744.000000 Penalty: 5213.507324
	Iteration 21Q: 3 clusters Score -4374744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4374754.500000 Penalty: 5213.507324
	Iteration 22Q: 3 clusters Score -4374754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4374755.000000 Penalty: 5213.507324
	Iteration 23Q: 3 clusters Score -4374755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4374755.000000 Penalty: 5213.507324
	Iteration 24F: 3 clusters Score -4374755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1715646.250000 Penalty: 2383.974609
	Iteration 0F: 2 clusters Score -1715646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1704784.000000 Penalty: 4767.949219
	Iteration 0F: 3 clusters Score -1704784 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1708251.125000 Penalty: 4767.949219
	Iteration 1F: 3 clusters Score -1708251 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1708672.375000 Penalty: 4767.949219
	Iteration 2F: 3 clusters Score -1708672 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1709113.625000 Penalty: 4767.949219
	Iteration 3F: 3 clusters Score -1709114 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1709623.250000 Penalty: 4767.949219
	Iteration 4F: 3 clusters Score -1709623 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1710130.500000 Penalty: 4767.949219
	Iteration 5F: 3 clusters Score -1710130 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1710681.375000 Penalty: 4767.949219
	Iteration 6F: 3 clusters Score -1710681 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1711309.750000 Penalty: 4767.949219
	Iteration 7F: 3 clusters Score -1711310 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1711898.500000 Penalty: 4767.949219
	Iteration 8Q: 3 clusters Score -1711898 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1712371.250000 Penalty: 4767.949219
	Iteration 9Q: 3 clusters Score -1712371 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1712730.625000 Penalty: 4767.949219
	Iteration 10Q: 3 clusters Score -1712731 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1713006.625000 Penalty: 4767.949219
	Iteration 11Q: 3 clusters Score -1713007 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1713199.375000 Penalty: 4767.949219
	Iteration 12Q: 3 clusters Score -1713199 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1713314.750000 Penalty: 4767.949219
	Iteration 13Q: 3 clusters Score -1713315 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1713383.500000 Penalty: 4767.949219
	Iteration 14Q: 3 clusters Score -1713384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1713425.375000 Penalty: 4767.949219
	Iteration 15Q: 3 clusters Score -1713425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1713458.625000 Penalty: 4767.949219
	Iteration 16Q: 3 clusters Score -1713459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1713469.000000 Penalty: 4767.949219
	Iteration 17Q: 3 clusters Score -1713469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1713473.250000 Penalty: 4767.949219
	Iteration 18Q: 3 clusters Score -1713473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1713480.875000 Penalty: 4767.949219
	Iteration 19Q: 3 clusters Score -1713481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1713489.250000 Penalty: 4767.949219
	Iteration 20F: 3 clusters Score -1713489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1713497.625000 Penalty: 4767.949219
	Iteration 21Q: 3 clusters Score -1713498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1713507.125000 Penalty: 4767.949219
	Iteration 22Q: 3 clusters Score -1713507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1713518.625000 Penalty: 4767.949219
	Iteration 23Q: 3 clusters Score -1713519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1713520.875000 Penalty: 4767.949219
	Iteration 24Q: 3 clusters Score -1713521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1713527.750000 Penalty: 4767.949219
	Iteration 25Q: 3 clusters Score -1713528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1713537.875000 Penalty: 4767.949219
	Iteration 26Q: 3 clusters Score -1713538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1713542.375000 Penalty: 4767.949219
	Iteration 27Q: 3 clusters Score -1713542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1713549.375000 Penalty: 4767.949219
	Iteration 28Q: 3 clusters Score -1713549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1713554.250000 Penalty: 4767.949219
	Iteration 29Q: 3 clusters Score -1713554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1713557.875000 Penalty: 4767.949219
	Iteration 30Q: 3 clusters Score -1713558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1713561.000000 Penalty: 4767.949219
	Iteration 31Q: 3 clusters Score -1713561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1713563.875000 Penalty: 4767.949219
	Iteration 32Q: 3 clusters Score -1713564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1713569.125000 Penalty: 4767.949219
	Iteration 33Q: 3 clusters Score -1713569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1713572.750000 Penalty: 4767.949219
	Iteration 34Q: 3 clusters Score -1713573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1713573.000000 Penalty: 4767.949219
	Iteration 35Q: 3 clusters Score -1713573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1713574.875000 Penalty: 4767.949219
	Iteration 36Q: 3 clusters Score -1713575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1713576.625000 Penalty: 4767.949219
	Iteration 37Q: 3 clusters Score -1713577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1713576.625000 Penalty: 4767.949219
	Iteration 38F: 3 clusters Score -1713577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -447303.468750 Penalty: 2041.315186
	Iteration 0F: 2 clusters Score -447303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -443555.062500 Penalty: 4082.630371
	Iteration 0F: 3 clusters Score -443555.1 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -444334.281250 Penalty: 4082.630371
	Iteration 1F: 3 clusters Score -444334.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -444529.718750 Penalty: 4082.630371
	Iteration 2F: 3 clusters Score -444529.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -444635.187500 Penalty: 4082.630371
	Iteration 3Q: 3 clusters Score -444635.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -444713.656250 Penalty: 4082.630371
	Iteration 4Q: 3 clusters Score -444713.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -444766.781250 Penalty: 4082.630371
	Iteration 5Q: 3 clusters Score -444766.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -444804.687500 Penalty: 4082.630371
	Iteration 6Q: 3 clusters Score -444804.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -444837.812500 Penalty: 4082.630371
	Iteration 7Q: 3 clusters Score -444837.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -444868.031250 Penalty: 4082.630371
	Iteration 8Q: 3 clusters Score -444868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -444893.656250 Penalty: 4082.630371
	Iteration 9Q: 3 clusters Score -444893.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -444925.000000 Penalty: 4082.630371
	Iteration 10Q: 3 clusters Score -444925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -444953.468750 Penalty: 4082.630371
	Iteration 11Q: 3 clusters Score -444953.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -444976.312500 Penalty: 4082.630371
	Iteration 12Q: 3 clusters Score -444976.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -444998.468750 Penalty: 4082.630371
	Iteration 13Q: 3 clusters Score -444998.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -445020.500000 Penalty: 4082.630371
	Iteration 14Q: 3 clusters Score -445020.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -445042.125000 Penalty: 4082.630371
	Iteration 15Q: 3 clusters Score -445042.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -445084.000000 Penalty: 4082.630371
	Iteration 16Q: 3 clusters Score -445084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -445135.000000 Penalty: 4082.630371
	Iteration 17Q: 3 clusters Score -445135 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -445191.000000 Penalty: 4082.630371
	Iteration 18Q: 3 clusters Score -445191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -445247.562500 Penalty: 4082.630371
	Iteration 19Q: 3 clusters Score -445247.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -445319.593750 Penalty: 4082.630371
	Iteration 20F: 3 clusters Score -445319.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -445391.437500 Penalty: 4082.630371
	Iteration 21Q: 3 clusters Score -445391.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -445455.312500 Penalty: 4082.630371
	Iteration 22Q: 3 clusters Score -445455.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -445512.312500 Penalty: 4082.630371
	Iteration 23Q: 3 clusters Score -445512.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -445570.375000 Penalty: 4082.630371
	Iteration 24Q: 3 clusters Score -445570.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -445617.156250 Penalty: 4082.630371
	Iteration 25Q: 3 clusters Score -445617.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -445654.375000 Penalty: 4082.630371
	Iteration 26Q: 3 clusters Score -445654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -445680.968750 Penalty: 4082.630371
	Iteration 27Q: 3 clusters Score -445681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -445700.687500 Penalty: 4082.630371
	Iteration 28Q: 3 clusters Score -445700.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -445716.906250 Penalty: 4082.630371
	Iteration 29Q: 3 clusters Score -445716.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -445725.875000 Penalty: 4082.630371
	Iteration 30Q: 3 clusters Score -445725.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -445739.218750 Penalty: 4082.630371
	Iteration 31Q: 3 clusters Score -445739.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -445751.968750 Penalty: 4082.630371
	Iteration 32Q: 3 clusters Score -445752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -445762.000000 Penalty: 4082.630371
	Iteration 33Q: 3 clusters Score -445762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -445776.468750 Penalty: 4082.630371
	Iteration 34Q: 3 clusters Score -445776.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -445786.656250 Penalty: 4082.630371
	Iteration 35Q: 3 clusters Score -445786.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -445795.000000 Penalty: 4082.630371
	Iteration 36Q: 3 clusters Score -445795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -445806.750000 Penalty: 4082.630371
	Iteration 37Q: 3 clusters Score -445806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -445815.437500 Penalty: 4082.630371
	Iteration 38Q: 3 clusters Score -445815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -445820.843750 Penalty: 4082.630371
	Iteration 39Q: 3 clusters Score -445820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -445824.062500 Penalty: 4082.630371
	Iteration 40F: 3 clusters Score -445824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -445828.531250 Penalty: 4082.630371
	Iteration 41Q: 3 clusters Score -445828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -445832.375000 Penalty: 4082.630371
	Iteration 42Q: 3 clusters Score -445832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -445832.875000 Penalty: 4082.630371
	Iteration 43Q: 3 clusters Score -445832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -445833.218750 Penalty: 4082.630371
	Iteration 44Q: 3 clusters Score -445833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -445833.218750 Penalty: 4082.630371
	Iteration 45F: 3 clusters Score -445833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Entering Unmasked Estep 
Score: -1066172.625000 Penalty: 2263.431885
	Iteration 0F: 2 clusters Score -1066173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1059042.375000 Penalty: 4526.863770
	Iteration 0F: 3 clusters Score -1059042 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1061011.125000 Penalty: 4526.863770
	Iteration 1F: 3 clusters Score -1061011 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1061270.250000 Penalty: 4526.863770
	Iteration 2F: 3 clusters Score -1061270 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1061484.625000 Penalty: 4526.863770
	Iteration 3Q: 3 clusters Score -1061485 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1061648.000000 Penalty: 4526.863770
	Iteration 4Q: 3 clusters Score -1061648 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1061754.000000 Penalty: 4526.863770
	Iteration 5Q: 3 clusters Score -1061754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1061839.500000 Penalty: 4526.863770
	Iteration 6Q: 3 clusters Score -1061840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1061919.125000 Penalty: 4526.863770
	Iteration 7Q: 3 clusters Score -1061919 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1061986.750000 Penalty: 4526.863770
	Iteration 8Q: 3 clusters Score -1061987 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1062050.125000 Penalty: 4526.863770
	Iteration 9Q: 3 clusters Score -1062050 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1062128.375000 Penalty: 4526.863770
	Iteration 10Q: 3 clusters Score -1062128 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1062208.000000 Penalty: 4526.863770
	Iteration 11Q: 3 clusters Score -1062208 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1062277.625000 Penalty: 4526.863770
	Iteration 12Q: 3 clusters Score -1062278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1062336.750000 Penalty: 4526.863770
	Iteration 13Q: 3 clusters Score -1062337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1062409.750000 Penalty: 4526.863770
	Iteration 14Q: 3 clusters Score -1062410 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1062494.625000 Penalty: 4526.863770
	Iteration 15Q: 3 clusters Score -1062495 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1062588.875000 Penalty: 4526.863770
	Iteration 16Q: 3 clusters Score -1062589 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1062689.000000 Penalty: 4526.863770
	Iteration 17Q: 3 clusters Score -1062689 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1062777.875000 Penalty: 4526.863770
	Iteration 18Q: 3 clusters Score -1062778 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1062875.750000 Penalty: 4526.863770
	Iteration 19Q: 3 clusters Score -1062876 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1062976.250000 Penalty: 4526.863770
	Iteration 20F: 3 clusters Score -1062976 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1063105.500000 Penalty: 4526.863770
	Iteration 21Q: 3 clusters Score -1063106 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1063249.750000 Penalty: 4526.863770
	Iteration 22Q: 3 clusters Score -1063250 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1063378.375000 Penalty: 4526.863770
	Iteration 23Q: 3 clusters Score -1063378 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1063507.125000 Penalty: 4526.863770
	Iteration 24Q: 3 clusters Score -1063507 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1063621.750000 Penalty: 4526.863770
	Iteration 25Q: 3 clusters Score -1063622 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1063731.500000 Penalty: 4526.863770
	Iteration 26Q: 3 clusters Score -1063732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1063817.875000 Penalty: 4526.863770
	Iteration 27Q: 3 clusters Score -1063818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1063883.250000 Penalty: 4526.863770
	Iteration 28Q: 3 clusters Score -1063883 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1063943.125000 Penalty: 4526.863770
	Iteration 29Q: 3 clusters Score -1063943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1063986.875000 Penalty: 4526.863770
	Iteration 30Q: 3 clusters Score -1063987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1064015.250000 Penalty: 4526.863770
	Iteration 31Q: 3 clusters Score -1064015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1064047.250000 Penalty: 4526.863770
	Iteration 32Q: 3 clusters Score -1064047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1064074.000000 Penalty: 4526.863770
	Iteration 33Q: 3 clusters Score -1064074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1064097.000000 Penalty: 4526.863770
	Iteration 34Q: 3 clusters Score -1064097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1064118.875000 Penalty: 4526.863770
	Iteration 35Q: 3 clusters Score -1064119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1064135.750000 Penalty: 4526.863770
	Iteration 36Q: 3 clusters Score -1064136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1064151.250000 Penalty: 4526.863770
	Iteration 37Q: 3 clusters Score -1064151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1064160.000000 Penalty: 4526.863770
	Iteration 38Q: 3 clusters Score -1064160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1064167.250000 Penalty: 4526.863770
	Iteration 39Q: 3 clusters Score -1064167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1064176.875000 Penalty: 4526.863770
	Iteration 40F: 3 clusters Score -1064177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1064182.750000 Penalty: 4526.863770
	Iteration 41Q: 3 clusters Score -1064183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1064190.875000 Penalty: 4526.863770
	Iteration 42Q: 3 clusters Score -1064191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1064203.000000 Penalty: 4526.863770
	Iteration 43Q: 3 clusters Score -1064203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1064204.750000 Penalty: 4526.863770
	Iteration 44Q: 3 clusters Score -1064205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1064211.125000 Penalty: 4526.863770
	Iteration 45Q: 3 clusters Score -1064211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1064213.500000 Penalty: 4526.863770
	Iteration 46Q: 3 clusters Score -1064214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1064214.500000 Penalty: 4526.863770
	Iteration 47Q: 3 clusters Score -1064214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1064218.625000 Penalty: 4526.863770
	Iteration 48Q: 3 clusters Score -1064219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1064221.375000 Penalty: 4526.863770
	Iteration 49Q: 3 clusters Score -1064221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1064220.625000 Penalty: 4526.863770
	Iteration 50Q: 3 clusters Score -1064221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1064220.500000 Penalty: 4526.863770
	Iteration 51Q: 3 clusters Score -1064220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1064223.500000 Penalty: 4526.863770
	Iteration 52Q: 3 clusters Score -1064224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1064224.375000 Penalty: 4526.863770
	Iteration 53Q: 3 clusters Score -1064224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1064223.625000 Penalty: 4526.863770
	Iteration 54Q: 3 clusters Score -1064224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1064224.875000 Penalty: 4526.863770
	Iteration 55Q: 3 clusters Score -1064225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1064224.875000 Penalty: 4526.863770
	Iteration 56F: 3 clusters Score -1064225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1145706.750000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1145707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1137982.750000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1137983 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1140145.000000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1140145 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1140402.625000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1140403 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1140618.500000 Penalty: 4570.654785
	Iteration 3Q: 3 clusters Score -1140618 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1140812.875000 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -1140813 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1141029.750000 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -1141030 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1141309.000000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -1141309 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1141769.250000 Penalty: 4570.654785
	Iteration 7F: 3 clusters Score -1141769 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1142485.500000 Penalty: 4570.654785
	Iteration 8F: 3 clusters Score -1142486 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1143264.000000 Penalty: 4570.654785
	Iteration 9F: 3 clusters Score -1143264 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1143960.500000 Penalty: 4570.654785
	Iteration 10F: 3 clusters Score -1143960 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1144400.625000 Penalty: 4570.654785
	Iteration 11F: 3 clusters Score -1144401 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1144557.875000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1144558 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1144623.000000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1144623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1144643.500000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1144644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1144656.875000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1144657 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1144667.250000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1144667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1144671.625000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1144672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1144677.125000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1144677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1144678.750000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1144679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1144683.875000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1144684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1144684.625000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1144685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1144685.375000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1144685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1144688.500000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1144688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1144687.500000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1144688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1144687.625000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1144688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1144689.000000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1144689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1144691.125000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1144691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1144690.500000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1144690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1144690.500000 Penalty: 4570.654785
	Iteration 29F: 3 clusters Score -1144690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -67577.992188 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -67577.99 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 357 members 
Entering Unmasked Estep 
Score: -65903.171875 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -65903.17 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66138.523438 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -66138.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66250.031250 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -66250.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66322.460938 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -66322.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -66359.890625 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -66359.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66378.429688 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -66378.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66397.625000 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -66397.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66424.445312 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -66424.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66433.210938 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -66433.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66443.960938 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -66443.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66461.078125 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -66461.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66492.898438 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -66492.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66526.507812 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -66526.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66577.453125 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -66577.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66640.218750 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -66640.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66682.156250 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -66682.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66724.718750 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -66724.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66900.648438 Penalty: 3236.414795
	Iteration 17Q: 3 clusters Score -66900.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67159.890625 Penalty: 3236.414795
	Iteration 18Q: 3 clusters Score -67159.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67256.843750 Penalty: 3236.414795
	Iteration 19Q: 3 clusters Score -67256.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67319.679688 Penalty: 3236.414795
	Iteration 20F: 3 clusters Score -67319.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67411.945312 Penalty: 3236.414795
	Iteration 21Q: 3 clusters Score -67411.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67426.679688 Penalty: 3236.414795
	Iteration 22Q: 3 clusters Score -67426.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67428.859375 Penalty: 3236.414795
	Iteration 23Q: 3 clusters Score -67428.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67428.859375 Penalty: 3236.414795
	Iteration 24F: 3 clusters Score -67428.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -133343.609375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -133343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131294.125000 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -131294.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131624.140625 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -131624.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131728.984375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -131729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -131779.765625 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -131779.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131804.843750 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -131804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131822.421875 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -131822.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131851.921875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -131851.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -131866.859375 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -131866.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131887.218750 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -131887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131911.218750 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -131911.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131943.062500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -131943.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131973.453125 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -131973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131992.046875 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -131992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132004.796875 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -132004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -132017.781250 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -132017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132026.000000 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -132026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132034.671875 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -132034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -132044.156250 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -132044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132054.968750 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -132055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132062.984375 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -132063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -132070.921875 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -132070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132076.781250 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -132076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -132084.640625 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -132084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -132093.093750 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -132093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132099.125000 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -132099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -132103.828125 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -132103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132105.359375 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -132105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -132105.359375 Penalty: 3509.181641
	Iteration 27F: 3 clusters Score -132105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Entering Unmasked Estep 
Score: -798690.312500 Penalty: 2203.039551
	Iteration 0F: 2 clusters Score -798690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -792777.500000 Penalty: 4406.079102
	Iteration 0F: 3 clusters Score -792777.5 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -794293.562500 Penalty: 4406.079102
	Iteration 1F: 3 clusters Score -794293.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -794563.062500 Penalty: 4406.079102
	Iteration 2F: 3 clusters Score -794563.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -794808.125000 Penalty: 4406.079102
	Iteration 3F: 3 clusters Score -794808.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -795108.812500 Penalty: 4406.079102
	Iteration 4Q: 3 clusters Score -795108.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -795426.500000 Penalty: 4406.079102
	Iteration 5F: 3 clusters Score -795426.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -795766.312500 Penalty: 4406.079102
	Iteration 6F: 3 clusters Score -795766.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -796122.937500 Penalty: 4406.079102
	Iteration 7F: 3 clusters Score -796122.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -796437.437500 Penalty: 4406.079102
	Iteration 8F: 3 clusters Score -796437.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -796724.125000 Penalty: 4406.079102
	Iteration 9Q: 3 clusters Score -796724.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -796958.375000 Penalty: 4406.079102
	Iteration 10Q: 3 clusters Score -796958.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -797141.687500 Penalty: 4406.079102
	Iteration 11Q: 3 clusters Score -797141.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -797264.625000 Penalty: 4406.079102
	Iteration 12Q: 3 clusters Score -797264.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -797348.500000 Penalty: 4406.079102
	Iteration 13Q: 3 clusters Score -797348.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -797396.937500 Penalty: 4406.079102
	Iteration 14Q: 3 clusters Score -797396.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -797433.125000 Penalty: 4406.079102
	Iteration 15Q: 3 clusters Score -797433.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -797462.687500 Penalty: 4406.079102
	Iteration 16Q: 3 clusters Score -797462.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -797479.312500 Penalty: 4406.079102
	Iteration 17Q: 3 clusters Score -797479.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -797496.375000 Penalty: 4406.079102
	Iteration 18Q: 3 clusters Score -797496.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -797512.750000 Penalty: 4406.079102
	Iteration 19Q: 3 clusters Score -797512.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -797521.562500 Penalty: 4406.079102
	Iteration 20F: 3 clusters Score -797521.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -797528.312500 Penalty: 4406.079102
	Iteration 21Q: 3 clusters Score -797528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -797534.750000 Penalty: 4406.079102
	Iteration 22Q: 3 clusters Score -797534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -797539.750000 Penalty: 4406.079102
	Iteration 23Q: 3 clusters Score -797539.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -797544.312500 Penalty: 4406.079102
	Iteration 24Q: 3 clusters Score -797544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -797552.312500 Penalty: 4406.079102
	Iteration 25Q: 3 clusters Score -797552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -797560.125000 Penalty: 4406.079102
	Iteration 26Q: 3 clusters Score -797560.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -797564.687500 Penalty: 4406.079102
	Iteration 27Q: 3 clusters Score -797564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -797567.312500 Penalty: 4406.079102
	Iteration 28Q: 3 clusters Score -797567.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -797569.875000 Penalty: 4406.079102
	Iteration 29Q: 3 clusters Score -797569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -797570.375000 Penalty: 4406.079102
	Iteration 30Q: 3 clusters Score -797570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -797573.312500 Penalty: 4406.079102
	Iteration 31Q: 3 clusters Score -797573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -797573.437500 Penalty: 4406.079102
	Iteration 32Q: 3 clusters Score -797573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -797574.250000 Penalty: 4406.079102
	Iteration 33Q: 3 clusters Score -797574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -797574.562500 Penalty: 4406.079102
	Iteration 34Q: 3 clusters Score -797574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -797574.625000 Penalty: 4406.079102
	Iteration 35Q: 3 clusters Score -797574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -797574.750000 Penalty: 4406.079102
	Iteration 36Q: 3 clusters Score -797574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -797574.750000 Penalty: 4406.079102
	Iteration 37F: 3 clusters Score -797574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -227050.390625 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -227050.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224446.765625 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -224446.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -225107.703125 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -225107.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -225304.437500 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -225304.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -225443.437500 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -225443.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -225583.046875 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -225583 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -225727.843750 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -225727.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -225805.750000 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -225805.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225858.343750 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -225858.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225910.406250 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -225910.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -225953.953125 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -225954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -225979.203125 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -225979.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -225998.578125 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -225998.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -226016.609375 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -226016.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -226042.656250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -226042.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -226077.562500 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -226077.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -226110.343750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -226110.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -226154.406250 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -226154.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -226193.375000 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -226193.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -226215.062500 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -226215.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -226231.828125 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -226231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -226242.812500 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -226242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -226252.140625 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -226252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -226263.250000 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -226263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -226271.296875 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -226271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -226276.156250 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -226276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -226280.125000 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -226280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -226282.421875 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -226282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -226284.718750 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -226284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -226286.125000 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -226286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -226287.765625 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -226287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -226288.859375 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -226288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -226288.859375 Penalty: 3803.606201
	Iteration 31F: 3 clusters Score -226288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Entering Unmasked Estep 
Score: -519456.843750 Penalty: 2092.177734
	Iteration 0F: 2 clusters Score -519456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -515141.000000 Penalty: 4184.355469
	Iteration 0F: 3 clusters Score -515141 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -516190.281250 Penalty: 4184.355469
	Iteration 1F: 3 clusters Score -516190.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -516478.625000 Penalty: 4184.355469
	Iteration 2F: 3 clusters Score -516478.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -516707.250000 Penalty: 4184.355469
	Iteration 3F: 3 clusters Score -516707.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -516895.625000 Penalty: 4184.355469
	Iteration 4F: 3 clusters Score -516895.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -517149.875000 Penalty: 4184.355469
	Iteration 5F: 3 clusters Score -517149.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -517456.593750 Penalty: 4184.355469
	Iteration 6F: 3 clusters Score -517456.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -517794.656250 Penalty: 4184.355469
	Iteration 7F: 3 clusters Score -517794.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -518206.968750 Penalty: 4184.355469
	Iteration 8F: 3 clusters Score -518207 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -518632.812500 Penalty: 4184.355469
	Iteration 9F: 3 clusters Score -518632.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -518950.343750 Penalty: 4184.355469
	Iteration 10Q: 3 clusters Score -518950.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -519097.343750 Penalty: 4184.355469
	Iteration 11Q: 3 clusters Score -519097.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -519151.406250 Penalty: 4184.355469
	Iteration 12Q: 3 clusters Score -519151.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -519173.812500 Penalty: 4184.355469
	Iteration 13Q: 3 clusters Score -519173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -519183.468750 Penalty: 4184.355469
	Iteration 14Q: 3 clusters Score -519183.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -519189.593750 Penalty: 4184.355469
	Iteration 15Q: 3 clusters Score -519189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -519193.843750 Penalty: 4184.355469
	Iteration 16Q: 3 clusters Score -519193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -519197.468750 Penalty: 4184.355469
	Iteration 17Q: 3 clusters Score -519197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -519197.906250 Penalty: 4184.355469
	Iteration 18Q: 3 clusters Score -519197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -519199.812500 Penalty: 4184.355469
	Iteration 19Q: 3 clusters Score -519199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -519204.343750 Penalty: 4184.355469
	Iteration 20F: 3 clusters Score -519204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -519206.125000 Penalty: 4184.355469
	Iteration 21Q: 3 clusters Score -519206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -519207.218750 Penalty: 4184.355469
	Iteration 22Q: 3 clusters Score -519207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -519206.406250 Penalty: 4184.355469
	Iteration 23Q: 3 clusters Score -519206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -519206.406250 Penalty: 4184.355469
	Iteration 24F: 3 clusters Score -519206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (155269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155269 members 
Entering Unmasked Estep 
Score: -18357348.000000 Penalty: 2964.322754
	Iteration 0F: 2 clusters Score -1.835735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -18253736.000000 Penalty: 5928.645508
	Iteration 0F: 3 clusters Score -1.825374e+07 nChanged 74302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -18296418.000000 Penalty: 5928.645508
	Iteration 1F: 3 clusters Score -1.829642e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -18297870.000000 Penalty: 5928.645508
	Iteration 2Q: 3 clusters Score -1.829787e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -18300268.000000 Penalty: 5928.645508
	Iteration 3Q: 3 clusters Score -1.830027e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -18305014.000000 Penalty: 5928.645508
	Iteration 4F: 3 clusters Score -1.830501e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -18313140.000000 Penalty: 5928.645508
	Iteration 5F: 3 clusters Score -1.831314e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -18324642.000000 Penalty: 5928.645508
	Iteration 6F: 3 clusters Score -1.832464e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -18336994.000000 Penalty: 5928.645508
	Iteration 7F: 3 clusters Score -1.833699e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140667 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -18345878.000000 Penalty: 5928.645508
	Iteration 8F: 3 clusters Score -1.834588e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145124 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -18350564.000000 Penalty: 5928.645508
	Iteration 9Q: 3 clusters Score -1.835056e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147222 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -18352708.000000 Penalty: 5928.645508
	Iteration 10Q: 3 clusters Score -1.835271e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148388 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -18353594.000000 Penalty: 5928.645508
	Iteration 11Q: 3 clusters Score -1.835359e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -18354108.000000 Penalty: 5928.645508
	Iteration 12Q: 3 clusters Score -1.835411e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149876 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -18354390.000000 Penalty: 5928.645508
	Iteration 13Q: 3 clusters Score -1.835439e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150395 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -18354544.000000 Penalty: 5928.645508
	Iteration 14Q: 3 clusters Score -1.835454e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -18354752.000000 Penalty: 5928.645508
	Iteration 15Q: 3 clusters Score -1.835475e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -18354880.000000 Penalty: 5928.645508
	Iteration 16Q: 3 clusters Score -1.835488e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -18354984.000000 Penalty: 5928.645508
	Iteration 17Q: 3 clusters Score -1.835498e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151755 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -18355056.000000 Penalty: 5928.645508
	Iteration 18Q: 3 clusters Score -1.835506e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151958 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -18355106.000000 Penalty: 5928.645508
	Iteration 19Q: 3 clusters Score -1.835511e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -18355144.000000 Penalty: 5928.645508
	Iteration 20F: 3 clusters Score -1.835514e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18355218.000000 Penalty: 5928.645508
	Iteration 21Q: 3 clusters Score -1.835522e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -18355278.000000 Penalty: 5928.645508
	Iteration 22Q: 3 clusters Score -1.835528e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -18355292.000000 Penalty: 5928.645508
	Iteration 23Q: 3 clusters Score -1.835529e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -18355328.000000 Penalty: 5928.645508
	Iteration 24Q: 3 clusters Score -1.835533e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -18355370.000000 Penalty: 5928.645508
	Iteration 25Q: 3 clusters Score -1.835537e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -18355398.000000 Penalty: 5928.645508
	Iteration 26Q: 3 clusters Score -1.83554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152862 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -18355406.000000 Penalty: 5928.645508
	Iteration 27Q: 3 clusters Score -1.835541e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18355412.000000 Penalty: 5928.645508
	Iteration 28Q: 3 clusters Score -1.835541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18355438.000000 Penalty: 5928.645508
	Iteration 29Q: 3 clusters Score -1.835544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -18355442.000000 Penalty: 5928.645508
	Iteration 30Q: 3 clusters Score -1.835544e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -18355458.000000 Penalty: 5928.645508
	Iteration 31Q: 3 clusters Score -1.835546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153077 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18355466.000000 Penalty: 5928.645508
	Iteration 32Q: 3 clusters Score -1.835547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153101 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18355454.000000 Penalty: 5928.645508
	Iteration 33Q: 3 clusters Score -1.835545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153117 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -18355452.000000 Penalty: 5928.645508
	Iteration 34Q: 3 clusters Score -1.835545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -18355450.000000 Penalty: 5928.645508
	Iteration 35Q: 3 clusters Score -1.835545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -18355470.000000 Penalty: 5928.645508
	Iteration 36Q: 3 clusters Score -1.835547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18355474.000000 Penalty: 5928.645508
	Iteration 37Q: 3 clusters Score -1.835547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -18355466.000000 Penalty: 5928.645508
	Iteration 38Q: 3 clusters Score -1.835547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18355474.000000 Penalty: 5928.645508
	Iteration 39Q: 3 clusters Score -1.835547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153197 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -18355478.000000 Penalty: 5928.645508
	Iteration 40F: 3 clusters Score -1.835548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -18355480.000000 Penalty: 5928.645508
	Iteration 41Q: 3 clusters Score -1.835548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -18355476.000000 Penalty: 5928.645508
	Iteration 42Q: 3 clusters Score -1.835548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153210 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18355478.000000 Penalty: 5928.645508
	Iteration 43Q: 3 clusters Score -1.835548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18355504.000000 Penalty: 5928.645508
	Iteration 44Q: 3 clusters Score -1.83555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18355504.000000 Penalty: 5928.645508
	Iteration 45Q: 3 clusters Score -1.83555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -18355510.000000 Penalty: 5928.645508
	Iteration 46Q: 3 clusters Score -1.835551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153228 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18355504.000000 Penalty: 5928.645508
	Iteration 47Q: 3 clusters Score -1.83555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -18355490.000000 Penalty: 5928.645508
	Iteration 48Q: 3 clusters Score -1.835549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -18355488.000000 Penalty: 5928.645508
	Iteration 49Q: 3 clusters Score -1.835549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -18355488.000000 Penalty: 5928.645508
	Iteration 50F: 3 clusters Score -1.835549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -112667.164062 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -112667.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110737.742188 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -110737.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -110989.843750 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -110989.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111057.054688 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -111057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111087.867188 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -111087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111106.718750 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -111106.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111121.968750 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -111122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111129.445312 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -111129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111129.929688 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -111129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111129.929688 Penalty: 3422.762451
	Iteration 8F: 3 clusters Score -111129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (37730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Entering Unmasked Estep 
Score: -4456648.500000 Penalty: 2613.476318
	Iteration 0F: 2 clusters Score -4456648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4431010.500000 Penalty: 5226.952637
	Iteration 0F: 3 clusters Score -4431010 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4440309.000000 Penalty: 5226.952637
	Iteration 1F: 3 clusters Score -4440309 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4440807.500000 Penalty: 5226.952637
	Iteration 2Q: 3 clusters Score -4440808 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4441237.000000 Penalty: 5226.952637
	Iteration 3Q: 3 clusters Score -4441237 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4441628.500000 Penalty: 5226.952637
	Iteration 4Q: 3 clusters Score -4441628 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4442068.500000 Penalty: 5226.952637
	Iteration 5Q: 3 clusters Score -4442068 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4442552.000000 Penalty: 5226.952637
	Iteration 6Q: 3 clusters Score -4442552 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4443172.000000 Penalty: 5226.952637
	Iteration 7Q: 3 clusters Score -4443172 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4444051.000000 Penalty: 5226.952637
	Iteration 8Q: 3 clusters Score -4444051 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -4445223.500000 Penalty: 5226.952637
	Iteration 9F: 3 clusters Score -4445224 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4446686.000000 Penalty: 5226.952637
	Iteration 10F: 3 clusters Score -4446686 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -4448390.500000 Penalty: 5226.952637
	Iteration 11F: 3 clusters Score -4448390 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4449953.500000 Penalty: 5226.952637
	Iteration 12F: 3 clusters Score -4449954 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -4450917.500000 Penalty: 5226.952637
	Iteration 13Q: 3 clusters Score -4450918 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -4451468.500000 Penalty: 5226.952637
	Iteration 14Q: 3 clusters Score -4451468 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4451790.500000 Penalty: 5226.952637
	Iteration 15Q: 3 clusters Score -4451790 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4452004.000000 Penalty: 5226.952637
	Iteration 16Q: 3 clusters Score -4452004 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4452234.500000 Penalty: 5226.952637
	Iteration 17Q: 3 clusters Score -4452234 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -4452399.000000 Penalty: 5226.952637
	Iteration 18Q: 3 clusters Score -4452399 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4452576.000000 Penalty: 5226.952637
	Iteration 19Q: 3 clusters Score -4452576 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4452755.500000 Penalty: 5226.952637
	Iteration 20F: 3 clusters Score -4452756 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4452915.000000 Penalty: 5226.952637
	Iteration 21Q: 3 clusters Score -4452915 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4453061.500000 Penalty: 5226.952637
	Iteration 22Q: 3 clusters Score -4453062 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4453204.500000 Penalty: 5226.952637
	Iteration 23Q: 3 clusters Score -4453204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4453350.500000 Penalty: 5226.952637
	Iteration 24Q: 3 clusters Score -4453350 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4453495.000000 Penalty: 5226.952637
	Iteration 25Q: 3 clusters Score -4453495 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4453616.500000 Penalty: 5226.952637
	Iteration 26Q: 3 clusters Score -4453616 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4453720.500000 Penalty: 5226.952637
	Iteration 27Q: 3 clusters Score -4453720 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4453834.000000 Penalty: 5226.952637
	Iteration 28Q: 3 clusters Score -4453834 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4453909.000000 Penalty: 5226.952637
	Iteration 29Q: 3 clusters Score -4453909 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4453979.500000 Penalty: 5226.952637
	Iteration 30Q: 3 clusters Score -4453980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4454050.000000 Penalty: 5226.952637
	Iteration 31Q: 3 clusters Score -4454050 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4454109.500000 Penalty: 5226.952637
	Iteration 32Q: 3 clusters Score -4454110 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4454169.000000 Penalty: 5226.952637
	Iteration 33Q: 3 clusters Score -4454169 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4454219.500000 Penalty: 5226.952637
	Iteration 34Q: 3 clusters Score -4454220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4454272.000000 Penalty: 5226.952637
	Iteration 35Q: 3 clusters Score -4454272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4454329.500000 Penalty: 5226.952637
	Iteration 36Q: 3 clusters Score -4454330 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4454370.000000 Penalty: 5226.952637
	Iteration 37Q: 3 clusters Score -4454370 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4454413.000000 Penalty: 5226.952637
	Iteration 38Q: 3 clusters Score -4454413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4454472.000000 Penalty: 5226.952637
	Iteration 39Q: 3 clusters Score -4454472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4454484.000000 Penalty: 5226.952637
	Iteration 40F: 3 clusters Score -4454484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4454506.000000 Penalty: 5226.952637
	Iteration 41Q: 3 clusters Score -4454506 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4454523.500000 Penalty: 5226.952637
	Iteration 42Q: 3 clusters Score -4454524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4454546.500000 Penalty: 5226.952637
	Iteration 43Q: 3 clusters Score -4454546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4454564.000000 Penalty: 5226.952637
	Iteration 44Q: 3 clusters Score -4454564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4454576.000000 Penalty: 5226.952637
	Iteration 45Q: 3 clusters Score -4454576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4454577.000000 Penalty: 5226.952637
	Iteration 46Q: 3 clusters Score -4454577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4454581.500000 Penalty: 5226.952637
	Iteration 47Q: 3 clusters Score -4454582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4454599.500000 Penalty: 5226.952637
	Iteration 48Q: 3 clusters Score -4454600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4454608.000000 Penalty: 5226.952637
	Iteration 49Q: 3 clusters Score -4454608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4454608.000000 Penalty: 5226.952637
	Iteration 50Q: 3 clusters Score -4454608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4454613.000000 Penalty: 5226.952637
	Iteration 51Q: 3 clusters Score -4454613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4454617.500000 Penalty: 5226.952637
	Iteration 52Q: 3 clusters Score -4454618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4454617.000000 Penalty: 5226.952637
	Iteration 53Q: 3 clusters Score -4454617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4454628.000000 Penalty: 5226.952637
	Iteration 54Q: 3 clusters Score -4454628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4454634.500000 Penalty: 5226.952637
	Iteration 55Q: 3 clusters Score -4454634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4454650.000000 Penalty: 5226.952637
	Iteration 56Q: 3 clusters Score -4454650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4454664.500000 Penalty: 5226.952637
	Iteration 57Q: 3 clusters Score -4454664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4454668.500000 Penalty: 5226.952637
	Iteration 58Q: 3 clusters Score -4454668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4454673.500000 Penalty: 5226.952637
	Iteration 59Q: 3 clusters Score -4454674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4454686.500000 Penalty: 5226.952637
	Iteration 60F: 3 clusters Score -4454686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4454702.500000 Penalty: 5226.952637
	Iteration 61Q: 3 clusters Score -4454702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4454693.000000 Penalty: 5226.952637
	Iteration 62Q: 3 clusters Score -4454693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4454684.000000 Penalty: 5226.952637
	Iteration 63Q: 3 clusters Score -4454684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4454683.500000 Penalty: 5226.952637
	Iteration 64Q: 3 clusters Score -4454684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4454684.000000 Penalty: 5226.952637
	Iteration 65Q: 3 clusters Score -4454684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4454692.000000 Penalty: 5226.952637
	Iteration 66Q: 3 clusters Score -4454692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4454694.000000 Penalty: 5226.952637
	Iteration 67Q: 3 clusters Score -4454694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4454692.000000 Penalty: 5226.952637
	Iteration 68Q: 3 clusters Score -4454692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4454689.500000 Penalty: 5226.952637
	Iteration 69Q: 3 clusters Score -4454690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4454684.500000 Penalty: 5226.952637
	Iteration 70Q: 3 clusters Score -4454684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4454689.000000 Penalty: 5226.952637
	Iteration 71Q: 3 clusters Score -4454689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4454689.500000 Penalty: 5226.952637
	Iteration 72Q: 3 clusters Score -4454690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -4454690.500000 Penalty: 5226.952637
	Iteration 73Q: 3 clusters Score -4454690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4454699.500000 Penalty: 5226.952637
	Iteration 74Q: 3 clusters Score -4454700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4454693.000000 Penalty: 5226.952637
	Iteration 75Q: 3 clusters Score -4454693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4454695.500000 Penalty: 5226.952637
	Iteration 76Q: 3 clusters Score -4454696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -4454690.500000 Penalty: 5226.952637
	Iteration 77Q: 3 clusters Score -4454690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4454694.000000 Penalty: 5226.952637
	Iteration 78Q: 3 clusters Score -4454694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4454691.500000 Penalty: 5226.952637
	Iteration 79Q: 3 clusters Score -4454692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4454695.500000 Penalty: 5226.952637
	Iteration 80F: 3 clusters Score -4454696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4454692.000000 Penalty: 5226.952637
	Iteration 81Q: 3 clusters Score -4454692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4454687.000000 Penalty: 5226.952637
	Iteration 82Q: 3 clusters Score -4454687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4454689.500000 Penalty: 5226.952637
	Iteration 83Q: 3 clusters Score -4454690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4454692.000000 Penalty: 5226.952637
	Iteration 84Q: 3 clusters Score -4454692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4454692.000000 Penalty: 5226.952637
	Iteration 85Q: 3 clusters Score -4454692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4454696.500000 Penalty: 5226.952637
	Iteration 86Q: 3 clusters Score -4454696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4454695.500000 Penalty: 5226.952637
	Iteration 87Q: 3 clusters Score -4454696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4454693.000000 Penalty: 5226.952637
	Iteration 88Q: 3 clusters Score -4454693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4454697.500000 Penalty: 5226.952637
	Iteration 89Q: 3 clusters Score -4454698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4454700.000000 Penalty: 5226.952637
	Iteration 90Q: 3 clusters Score -4454700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4454703.500000 Penalty: 5226.952637
	Iteration 91Q: 3 clusters Score -4454704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4454703.500000 Penalty: 5226.952637
	Iteration 92Q: 3 clusters Score -4454704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4454704.500000 Penalty: 5226.952637
	Iteration 93Q: 3 clusters Score -4454704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4454704.000000 Penalty: 5226.952637
	Iteration 94Q: 3 clusters Score -4454704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4454702.000000 Penalty: 5226.952637
	Iteration 95Q: 3 clusters Score -4454702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4454695.500000 Penalty: 5226.952637
	Iteration 96Q: 3 clusters Score -4454696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4454703.000000 Penalty: 5226.952637
	Iteration 97Q: 3 clusters Score -4454703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4454708.500000 Penalty: 5226.952637
	Iteration 98Q: 3 clusters Score -4454708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4454708.000000 Penalty: 5226.952637
	Iteration 99Q: 3 clusters Score -4454708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4454706.500000 Penalty: 5226.952637
	Iteration 100F: 3 clusters Score -4454706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -42997.738281 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -42997.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41630.167969 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -41630.17 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41908.246094 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41908.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42132.632812 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -42132.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42204.566406 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -42204.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42254.390625 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -42254.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42274.210938 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -42274.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42281.964844 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -42281.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42287.019531 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -42287.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42300.660156 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -42300.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42319.777344 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -42319.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42333.859375 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -42333.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42371.773438 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -42371.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42452.171875 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -42452.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42497.859375 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -42497.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42525.843750 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -42525.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -42541.949219 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -42541.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -42550.191406 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -42550.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -42561.738281 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -42561.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -42571.253906 Penalty: 3001.836182
	Iteration 18Q: 3 clusters Score -42571.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -42574.132812 Penalty: 3001.836182
	Iteration 19Q: 3 clusters Score -42574.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42581.046875 Penalty: 3001.836182
	Iteration 20F: 3 clusters Score -42581.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -42596.000000 Penalty: 3001.836182
	Iteration 21Q: 3 clusters Score -42596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -42604.535156 Penalty: 3001.836182
	Iteration 22Q: 3 clusters Score -42604.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -42607.546875 Penalty: 3001.836182
	Iteration 23Q: 3 clusters Score -42607.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -42612.050781 Penalty: 3001.836182
	Iteration 24Q: 3 clusters Score -42612.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -42618.265625 Penalty: 3001.836182
	Iteration 25Q: 3 clusters Score -42618.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -42627.394531 Penalty: 3001.836182
	Iteration 26Q: 3 clusters Score -42627.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42641.402344 Penalty: 3001.836182
	Iteration 27Q: 3 clusters Score -42641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42641.402344 Penalty: 3001.836182
	Iteration 28F: 3 clusters Score -42641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216683 members 
Mstep: Class 2 contains 82389 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76366 members 
Mstep: Class 5 contains 177939 members 
Mstep: Class 6 contains 27665 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 307241 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 157755 members 
Mstep: Class 12 contains 79289 members 
Mstep: Class 13 contains 76842 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 52212 members 
Mstep: Class 20 contains 36721 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7210 members 
Mstep: Class 28 contains 2140 members 
Mstep: Class 29 contains 4611 members 
Mstep: Class 30 contains 155269 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 37730 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994624.000000 Penalty: 116968.171875
Iteration 119Q: 34 clusters Score -1.839946e+08 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216560 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 76455 members 
Mstep: Class 5 contains 177565 members 
Mstep: Class 6 contains 27619 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 307002 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 157566 members 
Mstep: Class 12 contains 79468 members 
Mstep: Class 13 contains 76857 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 47683 members 
Mstep: Class 19 contains 52192 members 
Mstep: Class 20 contains 36719 members 
Mstep: Class 21 contains 14905 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 9219 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7217 members 
Mstep: Class 28 contains 2145 members 
Mstep: Class 29 contains 4614 members 
Mstep: Class 30 contains 155595 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 38245 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996720.000000 Penalty: 116968.171875
Iteration 120F: 34 clusters Score -1.839967e+08 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76521 members 
Mstep: Class 5 contains 177157 members 
Mstep: Class 6 contains 27573 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 306824 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 157404 members 
Mstep: Class 12 contains 79638 members 
Mstep: Class 13 contains 76882 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 4207 members 
Mstep: Class 18 contains 47658 members 
Mstep: Class 19 contains 52176 members 
Mstep: Class 20 contains 36721 members 
Mstep: Class 21 contains 14860 members 
Mstep: Class 22 contains 3705 members 
Mstep: Class 23 contains 9238 members 
Mstep: Class 24 contains 10028 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 2148 members 
Mstep: Class 29 contains 4623 members 
Mstep: Class 30 contains 155394 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 39260 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997728.000000 Penalty: 116968.171875
Iteration 121Q: 34 clusters Score -1.839977e+08 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 216321 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76546 members 
Mstep: Class 5 contains 176786 members 
Mstep: Class 6 contains 27551 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 306637 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 11 contains 157222 members 
Mstep: Class 12 contains 79779 members 
Mstep: Class 13 contains 76871 members 
Mstep: Class 14 contains 5999 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 47632 members 
Mstep: Class 19 contains 52177 members 
Mstep: Class 20 contains 36730 members 
Mstep: Class 21 contains 14829 members 
Mstep: Class 22 contains 3681 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 10022 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 2153 members 
Mstep: Class 29 contains 4629 members 
Mstep: Class 30 contains 155253 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 40251 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998976.000000 Penalty: 116968.171875
Iteration 122Q: 34 clusters Score -1.83999e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 216203 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76592 members 
Mstep: Class 5 contains 176443 members 
Mstep: Class 6 contains 27561 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 306378 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 157036 members 
Mstep: Class 12 contains 79916 members 
Mstep: Class 13 contains 76870 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 47597 members 
Mstep: Class 19 contains 52155 members 
Mstep: Class 20 contains 36744 members 
Mstep: Class 21 contains 14805 members 
Mstep: Class 22 contains 3654 members 
Mstep: Class 23 contains 9276 members 
Mstep: Class 24 contains 10019 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 4633 members 
Mstep: Class 30 contains 155214 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 41113 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999552.000000 Penalty: 116968.171875
Iteration 123Q: 34 clusters Score -1.839996e+08 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 216035 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76626 members 
Mstep: Class 5 contains 176161 members 
Mstep: Class 6 contains 27525 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 306233 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 156784 members 
Mstep: Class 12 contains 80035 members 
Mstep: Class 13 contains 76871 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 47577 members 
Mstep: Class 19 contains 52136 members 
Mstep: Class 20 contains 36747 members 
Mstep: Class 21 contains 14801 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 10012 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 4635 members 
Mstep: Class 30 contains 155298 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 41869 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000352.000000 Penalty: 116968.171875
Iteration 124Q: 34 clusters Score -1.840004e+08 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215897 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76659 members 
Mstep: Class 5 contains 175877 members 
Mstep: Class 6 contains 27490 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 306107 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 156527 members 
Mstep: Class 12 contains 80158 members 
Mstep: Class 13 contains 76886 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 18 contains 47558 members 
Mstep: Class 19 contains 52101 members 
Mstep: Class 20 contains 36766 members 
Mstep: Class 21 contains 14784 members 
Mstep: Class 22 contains 3609 members 
Mstep: Class 23 contains 9313 members 
Mstep: Class 24 contains 10008 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 2167 members 
Mstep: Class 29 contains 4633 members 
Mstep: Class 30 contains 155372 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 42557 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001296.000000 Penalty: 116968.171875
Iteration 125Q: 34 clusters Score -1.840013e+08 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215791 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76713 members 
Mstep: Class 5 contains 175598 members 
Mstep: Class 6 contains 27456 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 305950 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 11 contains 156333 members 
Mstep: Class 12 contains 80252 members 
Mstep: Class 13 contains 76882 members 
Mstep: Class 14 contains 6028 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 18 contains 47542 members 
Mstep: Class 19 contains 52075 members 
Mstep: Class 20 contains 36771 members 
Mstep: Class 21 contains 14734 members 
Mstep: Class 22 contains 3581 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 10001 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7258 members 
Mstep: Class 28 contains 2174 members 
Mstep: Class 29 contains 4635 members 
Mstep: Class 30 contains 155555 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 43128 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001696.000000 Penalty: 116968.171875
Iteration 126Q: 34 clusters Score -1.840017e+08 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215729 members 
Mstep: Class 2 contains 82380 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76764 members 
Mstep: Class 5 contains 175287 members 
Mstep: Class 6 contains 27436 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 305743 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 156161 members 
Mstep: Class 12 contains 80382 members 
Mstep: Class 13 contains 76888 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 47513 members 
Mstep: Class 19 contains 52058 members 
Mstep: Class 20 contains 36783 members 
Mstep: Class 21 contains 14683 members 
Mstep: Class 22 contains 3568 members 
Mstep: Class 23 contains 9353 members 
Mstep: Class 24 contains 9995 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 2176 members 
Mstep: Class 29 contains 4634 members 
Mstep: Class 30 contains 155717 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 43662 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002384.000000 Penalty: 116968.171875
Iteration 127Q: 34 clusters Score -1.840024e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215667 members 
Mstep: Class 2 contains 82372 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76812 members 
Mstep: Class 5 contains 175018 members 
Mstep: Class 6 contains 27437 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 305534 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 155980 members 
Mstep: Class 12 contains 80517 members 
Mstep: Class 13 contains 76900 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 47469 members 
Mstep: Class 19 contains 52032 members 
Mstep: Class 20 contains 36774 members 
Mstep: Class 21 contains 14621 members 
Mstep: Class 22 contains 3539 members 
Mstep: Class 23 contains 9370 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 4637 members 
Mstep: Class 30 contains 155948 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 44142 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002480.000000 Penalty: 116968.171875
Iteration 128Q: 34 clusters Score -1.840025e+08 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215617 members 
Mstep: Class 2 contains 82374 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76863 members 
Mstep: Class 5 contains 174747 members 
Mstep: Class 6 contains 27449 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 305292 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 155820 members 
Mstep: Class 12 contains 80622 members 
Mstep: Class 13 contains 76922 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 52009 members 
Mstep: Class 20 contains 36776 members 
Mstep: Class 21 contains 14600 members 
Mstep: Class 22 contains 3521 members 
Mstep: Class 23 contains 9382 members 
Mstep: Class 24 contains 9976 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7267 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 4637 members 
Mstep: Class 30 contains 156192 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 44554 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002672.000000 Penalty: 116968.171875
Iteration 129Q: 34 clusters Score -1.840027e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215581 members 
Mstep: Class 2 contains 82372 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 76941 members 
Mstep: Class 5 contains 174492 members 
Mstep: Class 6 contains 27453 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 305086 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7306 members 
Mstep: Class 11 contains 155687 members 
Mstep: Class 12 contains 80696 members 
Mstep: Class 13 contains 76939 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 47432 members 
Mstep: Class 19 contains 51984 members 
Mstep: Class 20 contains 36766 members 
Mstep: Class 21 contains 14584 members 
Mstep: Class 22 contains 3510 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 9970 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 4638 members 
Mstep: Class 30 contains 156403 members 
Mstep: Class 31 contains 990 members 
Mstep: Class 32 contains 44920 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003104.000000 Penalty: 116968.171875
Iteration 130Q: 34 clusters Score -1.840031e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215576 members 
Mstep: Class 2 contains 82368 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77023 members 
Mstep: Class 5 contains 174320 members 
Mstep: Class 6 contains 27463 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 304830 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 11 contains 155540 members 
Mstep: Class 12 contains 80757 members 
Mstep: Class 13 contains 76954 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 47411 members 
Mstep: Class 19 contains 51959 members 
Mstep: Class 20 contains 36775 members 
Mstep: Class 21 contains 14565 members 
Mstep: Class 22 contains 3499 members 
Mstep: Class 23 contains 9398 members 
Mstep: Class 24 contains 9958 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 2182 members 
Mstep: Class 29 contains 4642 members 
Mstep: Class 30 contains 156580 members 
Mstep: Class 31 contains 990 members 
Mstep: Class 32 contains 45275 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003280.000000 Penalty: 116968.171875
Iteration 131Q: 34 clusters Score -1.840033e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 82363 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77097 members 
Mstep: Class 5 contains 174143 members 
Mstep: Class 6 contains 27470 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 304586 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 155402 members 
Mstep: Class 12 contains 80812 members 
Mstep: Class 13 contains 76949 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 47391 members 
Mstep: Class 19 contains 51964 members 
Mstep: Class 20 contains 36771 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 3486 members 
Mstep: Class 23 contains 9411 members 
Mstep: Class 24 contains 9953 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7274 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 4644 members 
Mstep: Class 30 contains 156770 members 
Mstep: Class 31 contains 990 members 
Mstep: Class 32 contains 45584 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003920.000000 Penalty: 116968.171875
Iteration 132Q: 34 clusters Score -1.840039e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215591 members 
Mstep: Class 2 contains 82359 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77175 members 
Mstep: Class 5 contains 173963 members 
Mstep: Class 6 contains 27479 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 304390 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 11 contains 155268 members 
Mstep: Class 12 contains 80854 members 
Mstep: Class 13 contains 76947 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 47377 members 
Mstep: Class 19 contains 51961 members 
Mstep: Class 20 contains 36775 members 
Mstep: Class 21 contains 14516 members 
Mstep: Class 22 contains 3476 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 2183 members 
Mstep: Class 29 contains 4648 members 
Mstep: Class 30 contains 156962 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 45855 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004512.000000 Penalty: 116968.171875
Iteration 133Q: 34 clusters Score -1.840045e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215574 members 
Mstep: Class 2 contains 82362 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77240 members 
Mstep: Class 5 contains 173757 members 
Mstep: Class 6 contains 27497 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 304261 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 155149 members 
Mstep: Class 12 contains 80897 members 
Mstep: Class 13 contains 76960 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 47365 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 36781 members 
Mstep: Class 21 contains 14496 members 
Mstep: Class 22 contains 3463 members 
Mstep: Class 23 contains 9432 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7282 members 
Mstep: Class 28 contains 2188 members 
Mstep: Class 29 contains 4647 members 
Mstep: Class 30 contains 157148 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 46070 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004976.000000 Penalty: 116968.171875
Iteration 134Q: 34 clusters Score -1.84005e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 82364 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77285 members 
Mstep: Class 5 contains 173567 members 
Mstep: Class 6 contains 27525 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 304121 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7110 members 
Mstep: Class 11 contains 155071 members 
Mstep: Class 12 contains 80936 members 
Mstep: Class 13 contains 76962 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 47339 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 36784 members 
Mstep: Class 21 contains 14474 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 9444 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 2190 members 
Mstep: Class 29 contains 4650 members 
Mstep: Class 30 contains 157303 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 46276 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005056.000000 Penalty: 116968.171875
Iteration 135Q: 34 clusters Score -1.840051e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215592 members 
Mstep: Class 2 contains 82367 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77328 members 
Mstep: Class 5 contains 173424 members 
Mstep: Class 6 contains 27554 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 304001 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7070 members 
Mstep: Class 11 contains 154955 members 
Mstep: Class 12 contains 80962 members 
Mstep: Class 13 contains 76991 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 47328 members 
Mstep: Class 19 contains 51954 members 
Mstep: Class 20 contains 36782 members 
Mstep: Class 21 contains 14459 members 
Mstep: Class 22 contains 3434 members 
Mstep: Class 23 contains 9450 members 
Mstep: Class 24 contains 9933 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7292 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 4657 members 
Mstep: Class 30 contains 157425 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 46448 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005344.000000 Penalty: 116968.171875
Iteration 136Q: 34 clusters Score -1.840053e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215591 members 
Mstep: Class 2 contains 82367 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77364 members 
Mstep: Class 5 contains 173280 members 
Mstep: Class 6 contains 27581 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 303942 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7043 members 
Mstep: Class 11 contains 154857 members 
Mstep: Class 12 contains 80993 members 
Mstep: Class 13 contains 77012 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 47294 members 
Mstep: Class 19 contains 51944 members 
Mstep: Class 20 contains 36784 members 
Mstep: Class 21 contains 14441 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 9453 members 
Mstep: Class 24 contains 9925 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 2202 members 
Mstep: Class 29 contains 4658 members 
Mstep: Class 30 contains 157534 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 46610 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005712.000000 Penalty: 116968.171875
Iteration 137Q: 34 clusters Score -1.840057e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215601 members 
Mstep: Class 2 contains 82367 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77388 members 
Mstep: Class 5 contains 173149 members 
Mstep: Class 6 contains 27591 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 8 contains 303873 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7019 members 
Mstep: Class 11 contains 154756 members 
Mstep: Class 12 contains 81028 members 
Mstep: Class 13 contains 77048 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 47268 members 
Mstep: Class 19 contains 51945 members 
Mstep: Class 20 contains 36773 members 
Mstep: Class 21 contains 14425 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 9462 members 
Mstep: Class 24 contains 9918 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7300 members 
Mstep: Class 28 contains 2204 members 
Mstep: Class 29 contains 4660 members 
Mstep: Class 30 contains 157677 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 46733 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006048.000000 Penalty: 116968.171875
Iteration 138Q: 34 clusters Score -1.84006e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215607 members 
Mstep: Class 2 contains 82373 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77407 members 
Mstep: Class 5 contains 172984 members 
Mstep: Class 6 contains 27592 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 303788 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 7001 members 
Mstep: Class 11 contains 154700 members 
Mstep: Class 12 contains 81047 members 
Mstep: Class 13 contains 77078 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 47254 members 
Mstep: Class 19 contains 51968 members 
Mstep: Class 20 contains 36781 members 
Mstep: Class 21 contains 14412 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 9467 members 
Mstep: Class 24 contains 9916 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7302 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 4655 members 
Mstep: Class 30 contains 157830 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 46827 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006512.000000 Penalty: 116968.171875
Iteration 139Q: 34 clusters Score -1.840065e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215624 members 
Mstep: Class 2 contains 82370 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77418 members 
Mstep: Class 5 contains 172828 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 303673 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 154666 members 
Mstep: Class 12 contains 81063 members 
Mstep: Class 13 contains 77104 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 47258 members 
Mstep: Class 19 contains 51975 members 
Mstep: Class 20 contains 36773 members 
Mstep: Class 21 contains 14390 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 9473 members 
Mstep: Class 24 contains 9915 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7303 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 4652 members 
Mstep: Class 30 contains 158004 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 46907 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006624.000000 Penalty: 116968.171875
Iteration 140F: 34 clusters Score -1.840066e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215604 members 
Mstep: Class 2 contains 82373 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77450 members 
Mstep: Class 5 contains 172673 members 
Mstep: Class 6 contains 27621 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 303505 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 154662 members 
Mstep: Class 12 contains 81093 members 
Mstep: Class 13 contains 77127 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 47263 members 
Mstep: Class 19 contains 51989 members 
Mstep: Class 20 contains 36781 members 
Mstep: Class 21 contains 14367 members 
Mstep: Class 22 contains 3375 members 
Mstep: Class 23 contains 9476 members 
Mstep: Class 24 contains 9915 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7304 members 
Mstep: Class 28 contains 2214 members 
Mstep: Class 29 contains 4648 members 
Mstep: Class 30 contains 158164 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 46993 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006576.000000 Penalty: 116968.171875
Iteration 141Q: 34 clusters Score -1.840066e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 82373 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77468 members 
Mstep: Class 5 contains 172573 members 
Mstep: Class 6 contains 27634 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 154634 members 
Mstep: Class 12 contains 81140 members 
Mstep: Class 13 contains 77166 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 47241 members 
Mstep: Class 19 contains 51992 members 
Mstep: Class 20 contains 36779 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 3368 members 
Mstep: Class 23 contains 9487 members 
Mstep: Class 24 contains 9910 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7306 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 4650 members 
Mstep: Class 30 contains 158274 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 47093 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006464.000000 Penalty: 116968.171875
Iteration 142Q: 34 clusters Score -1.840065e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215623 members 
Mstep: Class 2 contains 82370 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77514 members 
Mstep: Class 5 contains 172473 members 
Mstep: Class 6 contains 27645 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303200 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 154588 members 
Mstep: Class 12 contains 81191 members 
Mstep: Class 13 contains 77189 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 47223 members 
Mstep: Class 19 contains 52009 members 
Mstep: Class 20 contains 36774 members 
Mstep: Class 21 contains 14368 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 9909 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7308 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 4650 members 
Mstep: Class 30 contains 158351 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 47179 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006624.000000 Penalty: 116968.171875
Iteration 143Q: 34 clusters Score -1.840066e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215628 members 
Mstep: Class 2 contains 82371 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77554 members 
Mstep: Class 5 contains 172401 members 
Mstep: Class 6 contains 27655 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 303090 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 154525 members 
Mstep: Class 12 contains 81218 members 
Mstep: Class 13 contains 77200 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 47205 members 
Mstep: Class 19 contains 52008 members 
Mstep: Class 20 contains 36775 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 3349 members 
Mstep: Class 23 contains 9495 members 
Mstep: Class 24 contains 9915 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 2216 members 
Mstep: Class 29 contains 4655 members 
Mstep: Class 30 contains 158478 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 47253 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006656.000000 Penalty: 116968.171875
Iteration 144Q: 34 clusters Score -1.840067e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215634 members 
Mstep: Class 2 contains 82369 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77590 members 
Mstep: Class 5 contains 172345 members 
Mstep: Class 6 contains 27663 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 302996 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6916 members 
Mstep: Class 11 contains 154483 members 
Mstep: Class 12 contains 81235 members 
Mstep: Class 13 contains 77214 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 47184 members 
Mstep: Class 19 contains 52007 members 
Mstep: Class 20 contains 36762 members 
Mstep: Class 21 contains 14358 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 9922 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 2216 members 
Mstep: Class 29 contains 4655 members 
Mstep: Class 30 contains 158589 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 32 contains 47318 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006784.000000 Penalty: 116968.171875
Iteration 145Q: 34 clusters Score -1.840068e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215649 members 
Mstep: Class 2 contains 82368 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77623 members 
Mstep: Class 5 contains 172290 members 
Mstep: Class 6 contains 27674 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 302915 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6888 members 
Mstep: Class 11 contains 154451 members 
Mstep: Class 12 contains 81264 members 
Mstep: Class 13 contains 77218 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 47168 members 
Mstep: Class 19 contains 51999 members 
Mstep: Class 20 contains 36759 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 9919 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 4654 members 
Mstep: Class 30 contains 158673 members 
Mstep: Class 31 contains 988 members 
Mstep: Class 32 contains 47381 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006896.000000 Penalty: 116968.171875
Iteration 146Q: 34 clusters Score -1.840069e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215648 members 
Mstep: Class 2 contains 82365 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77653 members 
Mstep: Class 5 contains 172280 members 
Mstep: Class 6 contains 27676 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 302861 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6866 members 
Mstep: Class 11 contains 154407 members 
Mstep: Class 12 contains 81288 members 
Mstep: Class 13 contains 77232 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 47139 members 
Mstep: Class 19 contains 51992 members 
Mstep: Class 20 contains 36742 members 
Mstep: Class 21 contains 14359 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 9922 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 158762 members 
Mstep: Class 31 contains 986 members 
Mstep: Class 32 contains 47426 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006912.000000 Penalty: 116968.171875
Iteration 147Q: 34 clusters Score -1.840069e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215638 members 
Mstep: Class 2 contains 82368 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77677 members 
Mstep: Class 5 contains 172251 members 
Mstep: Class 6 contains 27685 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 302816 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 154349 members 
Mstep: Class 12 contains 81324 members 
Mstep: Class 13 contains 77229 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 47108 members 
Mstep: Class 19 contains 51985 members 
Mstep: Class 20 contains 36727 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 9923 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 4650 members 
Mstep: Class 30 contains 158887 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47466 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006816.000000 Penalty: 116968.171875
Iteration 148Q: 34 clusters Score -1.840068e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215600 members 
Mstep: Class 2 contains 82373 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77705 members 
Mstep: Class 5 contains 172180 members 
Mstep: Class 6 contains 27694 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 302825 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6839 members 
Mstep: Class 11 contains 154297 members 
Mstep: Class 12 contains 81355 members 
Mstep: Class 13 contains 77230 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 47077 members 
Mstep: Class 19 contains 51976 members 
Mstep: Class 20 contains 36716 members 
Mstep: Class 21 contains 14344 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 9519 members 
Mstep: Class 24 contains 9929 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 4646 members 
Mstep: Class 30 contains 159004 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47495 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
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Iteration 149Q: 34 clusters Score -1.840071e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215601 members 
Mstep: Class 2 contains 82377 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77713 members 
Mstep: Class 5 contains 172120 members 
Mstep: Class 6 contains 27711 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 302806 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6827 members 
Mstep: Class 11 contains 154255 members 
Mstep: Class 12 contains 81369 members 
Mstep: Class 13 contains 77231 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 4154 members 
Mstep: Class 18 contains 47063 members 
Mstep: Class 19 contains 51961 members 
Mstep: Class 20 contains 36707 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 9931 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7310 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 4643 members 
Mstep: Class 30 contains 159103 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47523 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
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Iteration 150Q: 34 clusters Score -1.840069e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215603 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77719 members 
Mstep: Class 5 contains 172082 members 
Mstep: Class 6 contains 27717 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 302823 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 154201 members 
Mstep: Class 12 contains 81385 members 
Mstep: Class 13 contains 77231 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4153 members 
Mstep: Class 18 contains 47046 members 
Mstep: Class 19 contains 51951 members 
Mstep: Class 20 contains 36694 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 9931 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 4640 members 
Mstep: Class 30 contains 159183 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47547 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007072.000000 Penalty: 116968.171875
Iteration 151Q: 34 clusters Score -1.840071e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77712 members 
Mstep: Class 5 contains 172063 members 
Mstep: Class 6 contains 27729 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 302857 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6808 members 
Mstep: Class 11 contains 154126 members 
Mstep: Class 12 contains 81411 members 
Mstep: Class 13 contains 77233 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4151 members 
Mstep: Class 18 contains 47040 members 
Mstep: Class 19 contains 51938 members 
Mstep: Class 20 contains 36697 members 
Mstep: Class 21 contains 14335 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 9526 members 
Mstep: Class 24 contains 9936 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 4637 members 
Mstep: Class 30 contains 159231 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47566 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007136.000000 Penalty: 116968.171875
Iteration 152Q: 34 clusters Score -1.840071e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215568 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77703 members 
Mstep: Class 5 contains 172036 members 
Mstep: Class 6 contains 27738 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 302897 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6798 members 
Mstep: Class 11 contains 154094 members 
Mstep: Class 12 contains 81450 members 
Mstep: Class 13 contains 77237 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 18 contains 47018 members 
Mstep: Class 19 contains 51930 members 
Mstep: Class 20 contains 36697 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 3236 members 
Mstep: Class 23 contains 9532 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 4632 members 
Mstep: Class 30 contains 159250 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47586 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007168.000000 Penalty: 116968.171875
Iteration 153Q: 34 clusters Score -1.840072e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215556 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77707 members 
Mstep: Class 5 contains 171987 members 
Mstep: Class 6 contains 27751 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 302942 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 154038 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 77242 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 18 contains 47004 members 
Mstep: Class 19 contains 51937 members 
Mstep: Class 20 contains 36700 members 
Mstep: Class 21 contains 14341 members 
Mstep: Class 22 contains 3233 members 
Mstep: Class 23 contains 9532 members 
Mstep: Class 24 contains 9938 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 4633 members 
Mstep: Class 30 contains 159272 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47600 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007280.000000 Penalty: 116968.171875
Iteration 154Q: 34 clusters Score -1.840073e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 82389 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77708 members 
Mstep: Class 5 contains 171961 members 
Mstep: Class 6 contains 27756 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 302981 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6776 members 
Mstep: Class 11 contains 153970 members 
Mstep: Class 12 contains 81503 members 
Mstep: Class 13 contains 77249 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 18 contains 46990 members 
Mstep: Class 19 contains 51949 members 
Mstep: Class 20 contains 36704 members 
Mstep: Class 21 contains 14330 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 9534 members 
Mstep: Class 24 contains 9939 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 4632 members 
Mstep: Class 30 contains 159303 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47612 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007248.000000 Penalty: 116968.171875
Iteration 155Q: 34 clusters Score -1.840072e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215530 members 
Mstep: Class 2 contains 82393 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77721 members 
Mstep: Class 5 contains 171948 members 
Mstep: Class 6 contains 27761 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 303042 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6761 members 
Mstep: Class 11 contains 153869 members 
Mstep: Class 12 contains 81524 members 
Mstep: Class 13 contains 77265 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4144 members 
Mstep: Class 18 contains 46980 members 
Mstep: Class 19 contains 51947 members 
Mstep: Class 20 contains 36708 members 
Mstep: Class 21 contains 14308 members 
Mstep: Class 22 contains 3221 members 
Mstep: Class 23 contains 9533 members 
Mstep: Class 24 contains 9939 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 4627 members 
Mstep: Class 30 contains 159350 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47622 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007280.000000 Penalty: 116968.171875
Iteration 156Q: 34 clusters Score -1.840073e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215507 members 
Mstep: Class 2 contains 82390 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77729 members 
Mstep: Class 5 contains 171907 members 
Mstep: Class 6 contains 27767 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 303100 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6750 members 
Mstep: Class 11 contains 153823 members 
Mstep: Class 12 contains 81550 members 
Mstep: Class 13 contains 77279 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4143 members 
Mstep: Class 18 contains 46965 members 
Mstep: Class 19 contains 51947 members 
Mstep: Class 20 contains 36704 members 
Mstep: Class 21 contains 14298 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 9536 members 
Mstep: Class 24 contains 9940 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 4623 members 
Mstep: Class 30 contains 159376 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47635 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007344.000000 Penalty: 116968.171875
Iteration 157Q: 34 clusters Score -1.840073e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77740 members 
Mstep: Class 5 contains 171872 members 
Mstep: Class 6 contains 27778 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 303128 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 11 contains 153810 members 
Mstep: Class 12 contains 81564 members 
Mstep: Class 13 contains 77295 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 46943 members 
Mstep: Class 19 contains 51953 members 
Mstep: Class 20 contains 36695 members 
Mstep: Class 21 contains 14294 members 
Mstep: Class 22 contains 3212 members 
Mstep: Class 23 contains 9539 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2245 members 
Mstep: Class 29 contains 4620 members 
Mstep: Class 30 contains 159397 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47646 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007264.000000 Penalty: 116968.171875
Iteration 158Q: 34 clusters Score -1.840073e+08 nChanged 676
Entering ConstructFrom: 
Score: -184007264.000000 Penalty: 116968.171875
Entering ConstructFrom: 
Trying to split cluster 1 (215491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215491 members 
Entering Unmasked Estep 
Score: -25341152.000000 Penalty: 3045.607178
	Iteration 0F: 2 clusters Score -2.534115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 107926 members 
Entering Unmasked Estep 
Score: -25201008.000000 Penalty: 6091.214355
	Iteration 0F: 3 clusters Score -2.520101e+07 nChanged 103742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -25261312.000000 Penalty: 6091.214355
	Iteration 1F: 3 clusters Score -2.526131e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 108553 members 
Entering Unmasked Estep 
Score: -25262226.000000 Penalty: 6091.214355
	Iteration 2Q: 3 clusters Score -2.526223e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -25263060.000000 Penalty: 6091.214355
	Iteration 3Q: 3 clusters Score -2.526306e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -25264150.000000 Penalty: 6091.214355
	Iteration 4Q: 3 clusters Score -2.526415e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 111868 members 
Entering Unmasked Estep 
Score: -25265696.000000 Penalty: 6091.214355
	Iteration 5Q: 3 clusters Score -2.52657e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -25268106.000000 Penalty: 6091.214355
	Iteration 6Q: 3 clusters Score -2.526811e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96524 members 
Mstep: Class 2 contains 118967 members 
Entering Unmasked Estep 
Score: -25271838.000000 Penalty: 6091.214355
	Iteration 7Q: 3 clusters Score -2.527184e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -25277030.000000 Penalty: 6091.214355
	Iteration 8Q: 3 clusters Score -2.527703e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 133784 members 
Entering Unmasked Estep 
Score: -25284438.000000 Penalty: 6091.214355
	Iteration 9F: 3 clusters Score -2.528444e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 143931 members 
Entering Unmasked Estep 
Score: -25292876.000000 Penalty: 6091.214355
	Iteration 10F: 3 clusters Score -2.529288e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -25301708.000000 Penalty: 6091.214355
	Iteration 11F: 3 clusters Score -2.530171e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 165747 members 
Entering Unmasked Estep 
Score: -25309234.000000 Penalty: 6091.214355
	Iteration 12F: 3 clusters Score -2.530923e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -25315530.000000 Penalty: 6091.214355
	Iteration 13Q: 3 clusters Score -2.531553e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 182941 members 
Entering Unmasked Estep 
Score: -25320398.000000 Penalty: 6091.214355
	Iteration 14Q: 3 clusters Score -2.53204e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 189348 members 
Entering Unmasked Estep 
Score: -25324276.000000 Penalty: 6091.214355
	Iteration 15Q: 3 clusters Score -2.532428e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 194640 members 
Entering Unmasked Estep 
Score: -25327612.000000 Penalty: 6091.214355
	Iteration 16Q: 3 clusters Score -2.532761e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 198961 members 
Entering Unmasked Estep 
Score: -25330108.000000 Penalty: 6091.214355
	Iteration 17Q: 3 clusters Score -2.533011e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 202492 members 
Entering Unmasked Estep 
Score: -25332104.000000 Penalty: 6091.214355
	Iteration 18Q: 3 clusters Score -2.53321e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 205237 members 
Entering Unmasked Estep 
Score: -25333568.000000 Penalty: 6091.214355
	Iteration 19Q: 3 clusters Score -2.533357e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 207386 members 
Entering Unmasked Estep 
Score: -25334542.000000 Penalty: 6091.214355
	Iteration 20F: 3 clusters Score -2.533454e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 209016 members 
Entering Unmasked Estep 
Score: -25335482.000000 Penalty: 6091.214355
	Iteration 21Q: 3 clusters Score -2.533548e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 210268 members 
Entering Unmasked Estep 
Score: -25336168.000000 Penalty: 6091.214355
	Iteration 22Q: 3 clusters Score -2.533617e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 211172 members 
Entering Unmasked Estep 
Score: -25336634.000000 Penalty: 6091.214355
	Iteration 23Q: 3 clusters Score -2.533663e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 211846 members 
Entering Unmasked Estep 
Score: -25336952.000000 Penalty: 6091.214355
	Iteration 24Q: 3 clusters Score -2.533695e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -25337244.000000 Penalty: 6091.214355
	Iteration 25Q: 3 clusters Score -2.533724e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 212740 members 
Entering Unmasked Estep 
Score: -25337510.000000 Penalty: 6091.214355
	Iteration 26Q: 3 clusters Score -2.533751e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 213029 members 
Entering Unmasked Estep 
Score: -25337724.000000 Penalty: 6091.214355
	Iteration 27Q: 3 clusters Score -2.533772e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 213257 members 
Entering Unmasked Estep 
Score: -25337858.000000 Penalty: 6091.214355
	Iteration 28Q: 3 clusters Score -2.533786e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 213449 members 
Entering Unmasked Estep 
Score: -25337988.000000 Penalty: 6091.214355
	Iteration 29Q: 3 clusters Score -2.533799e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 213587 members 
Entering Unmasked Estep 
Score: -25338100.000000 Penalty: 6091.214355
	Iteration 30Q: 3 clusters Score -2.53381e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 213709 members 
Entering Unmasked Estep 
Score: -25338198.000000 Penalty: 6091.214355
	Iteration 31Q: 3 clusters Score -2.53382e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 213796 members 
Entering Unmasked Estep 
Score: -25338280.000000 Penalty: 6091.214355
	Iteration 32Q: 3 clusters Score -2.533828e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 213872 members 
Entering Unmasked Estep 
Score: -25338330.000000 Penalty: 6091.214355
	Iteration 33Q: 3 clusters Score -2.533833e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 213945 members 
Entering Unmasked Estep 
Score: -25338350.000000 Penalty: 6091.214355
	Iteration 34Q: 3 clusters Score -2.533835e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 213992 members 
Entering Unmasked Estep 
Score: -25338414.000000 Penalty: 6091.214355
	Iteration 35Q: 3 clusters Score -2.533841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 214019 members 
Entering Unmasked Estep 
Score: -25338446.000000 Penalty: 6091.214355
	Iteration 36Q: 3 clusters Score -2.533845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 214032 members 
Entering Unmasked Estep 
Score: -25338444.000000 Penalty: 6091.214355
	Iteration 37Q: 3 clusters Score -2.533844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 214044 members 
Entering Unmasked Estep 
Score: -25338454.000000 Penalty: 6091.214355
	Iteration 38Q: 3 clusters Score -2.533845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 214058 members 
Entering Unmasked Estep 
Score: -25338468.000000 Penalty: 6091.214355
	Iteration 39Q: 3 clusters Score -2.533847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 214068 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6091.214355
	Iteration 40F: 3 clusters Score -2.533848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 214079 members 
Entering Unmasked Estep 
Score: -25338476.000000 Penalty: 6091.214355
	Iteration 41Q: 3 clusters Score -2.533848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 214086 members 
Entering Unmasked Estep 
Score: -25338484.000000 Penalty: 6091.214355
	Iteration 42Q: 3 clusters Score -2.533848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -25338478.000000 Penalty: 6091.214355
	Iteration 43Q: 3 clusters Score -2.533848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 214102 members 
Entering Unmasked Estep 
Score: -25338504.000000 Penalty: 6091.214355
	Iteration 44Q: 3 clusters Score -2.53385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 214108 members 
Entering Unmasked Estep 
Score: -25338500.000000 Penalty: 6091.214355
	Iteration 45Q: 3 clusters Score -2.53385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 214114 members 
Entering Unmasked Estep 
Score: -25338514.000000 Penalty: 6091.214355
	Iteration 46Q: 3 clusters Score -2.533851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 214114 members 
Entering Unmasked Estep 
Score: -25338516.000000 Penalty: 6091.214355
	Iteration 47Q: 3 clusters Score -2.533852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 214117 members 
Entering Unmasked Estep 
Score: -25338514.000000 Penalty: 6091.214355
	Iteration 48Q: 3 clusters Score -2.533851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 214118 members 
Entering Unmasked Estep 
Score: -25338506.000000 Penalty: 6091.214355
	Iteration 49Q: 3 clusters Score -2.533851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 214119 members 
Entering Unmasked Estep 
Score: -25338494.000000 Penalty: 6091.214355
	Iteration 50Q: 3 clusters Score -2.533849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 214121 members 
Entering Unmasked Estep 
Score: -25338506.000000 Penalty: 6091.214355
	Iteration 51Q: 3 clusters Score -2.533851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 214127 members 
Entering Unmasked Estep 
Score: -25338514.000000 Penalty: 6091.214355
	Iteration 52Q: 3 clusters Score -2.533851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 214132 members 
Entering Unmasked Estep 
Score: -25338508.000000 Penalty: 6091.214355
	Iteration 53Q: 3 clusters Score -2.533851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 214139 members 
Entering Unmasked Estep 
Score: -25338528.000000 Penalty: 6091.214355
	Iteration 54Q: 3 clusters Score -2.533853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 214146 members 
Entering Unmasked Estep 
Score: -25338530.000000 Penalty: 6091.214355
	Iteration 55Q: 3 clusters Score -2.533853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 214149 members 
Entering Unmasked Estep 
Score: -25338534.000000 Penalty: 6091.214355
	Iteration 56Q: 3 clusters Score -2.533853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 214149 members 
Entering Unmasked Estep 
Score: -25338532.000000 Penalty: 6091.214355
	Iteration 57Q: 3 clusters Score -2.533853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 214155 members 
Entering Unmasked Estep 
Score: -25338542.000000 Penalty: 6091.214355
	Iteration 58Q: 3 clusters Score -2.533854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 214158 members 
Entering Unmasked Estep 
Score: -25338552.000000 Penalty: 6091.214355
	Iteration 59Q: 3 clusters Score -2.533855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 214159 members 
Entering Unmasked Estep 
Score: -25338548.000000 Penalty: 6091.214355
	Iteration 60F: 3 clusters Score -2.533855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 214160 members 
Entering Unmasked Estep 
Score: -25338548.000000 Penalty: 6091.214355
	Iteration 61Q: 3 clusters Score -2.533855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 214160 members 
Entering Unmasked Estep 
Score: -25338548.000000 Penalty: 6091.214355
	Iteration 62F: 3 clusters Score -2.533855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Entering Unmasked Estep 
Score: -9603131.000000 Penalty: 2807.172363
	Iteration 0F: 2 clusters Score -9603131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -9548168.000000 Penalty: 5614.344727
	Iteration 0F: 3 clusters Score -9548168 nChanged 38636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -9570181.000000 Penalty: 5614.344727
	Iteration 1F: 3 clusters Score -9570181 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -9571179.000000 Penalty: 5614.344727
	Iteration 2Q: 3 clusters Score -9571179 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -9572385.000000 Penalty: 5614.344727
	Iteration 3Q: 3 clusters Score -9572385 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -9573889.000000 Penalty: 5614.344727
	Iteration 4Q: 3 clusters Score -9573889 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -9576325.000000 Penalty: 5614.344727
	Iteration 5F: 3 clusters Score -9576325 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -9579558.000000 Penalty: 5614.344727
	Iteration 6F: 3 clusters Score -9579558 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -9583829.000000 Penalty: 5614.344727
	Iteration 7F: 3 clusters Score -9583829 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -9588633.000000 Penalty: 5614.344727
	Iteration 8F: 3 clusters Score -9588633 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -9593001.000000 Penalty: 5614.344727
	Iteration 9F: 3 clusters Score -9593001 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -9596067.000000 Penalty: 5614.344727
	Iteration 10Q: 3 clusters Score -9596067 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -9597965.000000 Penalty: 5614.344727
	Iteration 11Q: 3 clusters Score -9597965 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -9599023.000000 Penalty: 5614.344727
	Iteration 12Q: 3 clusters Score -9599023 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -9599773.000000 Penalty: 5614.344727
	Iteration 13Q: 3 clusters Score -9599773 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -9600235.000000 Penalty: 5614.344727
	Iteration 14Q: 3 clusters Score -9600235 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -9600523.000000 Penalty: 5614.344727
	Iteration 15Q: 3 clusters Score -9600523 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -9600754.000000 Penalty: 5614.344727
	Iteration 16Q: 3 clusters Score -9600754 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -9600922.000000 Penalty: 5614.344727
	Iteration 17Q: 3 clusters Score -9600922 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -9601028.000000 Penalty: 5614.344727
	Iteration 18Q: 3 clusters Score -9601028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -9601117.000000 Penalty: 5614.344727
	Iteration 19Q: 3 clusters Score -9601117 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -9601199.000000 Penalty: 5614.344727
	Iteration 20F: 3 clusters Score -9601199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -9601256.000000 Penalty: 5614.344727
	Iteration 21Q: 3 clusters Score -9601256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -9601284.000000 Penalty: 5614.344727
	Iteration 22Q: 3 clusters Score -9601284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -9601329.000000 Penalty: 5614.344727
	Iteration 23Q: 3 clusters Score -9601329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -9601355.000000 Penalty: 5614.344727
	Iteration 24Q: 3 clusters Score -9601355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -9601362.000000 Penalty: 5614.344727
	Iteration 25Q: 3 clusters Score -9601362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -9601398.000000 Penalty: 5614.344727
	Iteration 26Q: 3 clusters Score -9601398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -9601411.000000 Penalty: 5614.344727
	Iteration 27Q: 3 clusters Score -9601411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -9601414.000000 Penalty: 5614.344727
	Iteration 28Q: 3 clusters Score -9601414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -9601422.000000 Penalty: 5614.344727
	Iteration 29Q: 3 clusters Score -9601422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -9601438.000000 Penalty: 5614.344727
	Iteration 30Q: 3 clusters Score -9601438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -9601459.000000 Penalty: 5614.344727
	Iteration 31Q: 3 clusters Score -9601459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -9601468.000000 Penalty: 5614.344727
	Iteration 32Q: 3 clusters Score -9601468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -9601502.000000 Penalty: 5614.344727
	Iteration 33Q: 3 clusters Score -9601502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -9601533.000000 Penalty: 5614.344727
	Iteration 34Q: 3 clusters Score -9601533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -9601597.000000 Penalty: 5614.344727
	Iteration 35Q: 3 clusters Score -9601597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -9601649.000000 Penalty: 5614.344727
	Iteration 36Q: 3 clusters Score -9601649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -9601695.000000 Penalty: 5614.344727
	Iteration 37Q: 3 clusters Score -9601695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -9601723.000000 Penalty: 5614.344727
	Iteration 38Q: 3 clusters Score -9601723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -9601766.000000 Penalty: 5614.344727
	Iteration 39Q: 3 clusters Score -9601766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -9601764.000000 Penalty: 5614.344727
	Iteration 40F: 3 clusters Score -9601764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -9601790.000000 Penalty: 5614.344727
	Iteration 41Q: 3 clusters Score -9601790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -9601804.000000 Penalty: 5614.344727
	Iteration 42Q: 3 clusters Score -9601804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -9601813.000000 Penalty: 5614.344727
	Iteration 43Q: 3 clusters Score -9601813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -9601824.000000 Penalty: 5614.344727
	Iteration 44Q: 3 clusters Score -9601824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -9601832.000000 Penalty: 5614.344727
	Iteration 45Q: 3 clusters Score -9601832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -9601830.000000 Penalty: 5614.344727
	Iteration 46Q: 3 clusters Score -9601830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -9601833.000000 Penalty: 5614.344727
	Iteration 47Q: 3 clusters Score -9601833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -9601832.000000 Penalty: 5614.344727
	Iteration 48Q: 3 clusters Score -9601832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -9601836.000000 Penalty: 5614.344727
	Iteration 49Q: 3 clusters Score -9601836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -9601833.000000 Penalty: 5614.344727
	Iteration 50Q: 3 clusters Score -9601833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -9601833.000000 Penalty: 5614.344727
	Iteration 51Q: 3 clusters Score -9601833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -9601836.000000 Penalty: 5614.344727
	Iteration 52Q: 3 clusters Score -9601836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -9601831.000000 Penalty: 5614.344727
	Iteration 53Q: 3 clusters Score -9601831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -9601831.000000 Penalty: 5614.344727
	Iteration 54F: 3 clusters Score -9601831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -60750.050781 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -60750.05 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 306 members 
Entering Unmasked Estep 
Score: -59331.289062 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59331.29 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59852.968750 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59852.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60106.730469 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -60106.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60281.082031 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -60281.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60347.597656 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60375.367188 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60375.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60390.875000 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60390.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -60400.074219 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60400.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60420.679688 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60420.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60434.679688 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -60434.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60439.730469 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -60439.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60443.273438 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -60443.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60445.359375 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -60445.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60452.656250 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -60452.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -60462.328125 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -60462.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60473.488281 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -60473.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -60485.261719 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -60485.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60520.437500 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -60520.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60539.863281 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -60539.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60548.058594 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -60548.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60561.125000 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -60561.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60583.863281 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -60583.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60626.796875 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -60626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60704.421875 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -60704.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60825.285156 Penalty: 3197.076904
	Iteration 24Q: 3 clusters Score -60825.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60905.527344 Penalty: 3197.076904
	Iteration 25Q: 3 clusters Score -60905.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60973.097656 Penalty: 3197.076904
	Iteration 26Q: 3 clusters Score -60973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60976.785156 Penalty: 3197.076904
	Iteration 27F: 3 clusters Score -60976.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -60999.933594 Penalty: 3197.076904
	Iteration 28Q: 3 clusters Score -60999.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -61029.046875 Penalty: 3197.076904
	Iteration 29Q: 3 clusters Score -61029.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -61114.804688 Penalty: 3197.076904
	Iteration 30Q: 3 clusters Score -61114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -61114.804688 Penalty: 3197.076904
	Iteration 31F: 3 clusters Score -61114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 77744 members 
Mstep: Class 5 contains 171837 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303183 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 153776 members 
Mstep: Class 12 contains 81575 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 14300 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 159425 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47652 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 455 members 
Entering Unmasked Estep 
Score: -184005296.000000 Penalty: 120512.656250
Splitting cluster 3 changes total score from -184007264.000000 to -184005296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (77744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Entering Unmasked Estep 
Score: -9235576.000000 Penalty: 2792.771973
	Iteration 0F: 2 clusters Score -9235576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -9183635.000000 Penalty: 5585.543945
	Iteration 0F: 3 clusters Score -9183635 nChanged 36395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -9203983.000000 Penalty: 5585.543945
	Iteration 1F: 3 clusters Score -9203983 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -9204552.000000 Penalty: 5585.543945
	Iteration 2Q: 3 clusters Score -9204552 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -9205366.000000 Penalty: 5585.543945
	Iteration 3Q: 3 clusters Score -9205366 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -9206196.000000 Penalty: 5585.543945
	Iteration 4Q: 3 clusters Score -9206196 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -9207210.000000 Penalty: 5585.543945
	Iteration 5Q: 3 clusters Score -9207210 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -9208472.000000 Penalty: 5585.543945
	Iteration 6Q: 3 clusters Score -9208472 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -9209987.000000 Penalty: 5585.543945
	Iteration 7Q: 3 clusters Score -9209987 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -9211828.000000 Penalty: 5585.543945
	Iteration 8Q: 3 clusters Score -9211828 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -9213935.000000 Penalty: 5585.543945
	Iteration 9Q: 3 clusters Score -9213935 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -9216542.000000 Penalty: 5585.543945
	Iteration 10F: 3 clusters Score -9216542 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -9219589.000000 Penalty: 5585.543945
	Iteration 11F: 3 clusters Score -9219589 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -9222667.000000 Penalty: 5585.543945
	Iteration 12F: 3 clusters Score -9222667 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -9225350.000000 Penalty: 5585.543945
	Iteration 13Q: 3 clusters Score -9225350 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -9227592.000000 Penalty: 5585.543945
	Iteration 14Q: 3 clusters Score -9227592 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -9229352.000000 Penalty: 5585.543945
	Iteration 15Q: 3 clusters Score -9229352 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -9230624.000000 Penalty: 5585.543945
	Iteration 16Q: 3 clusters Score -9230624 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -9231530.000000 Penalty: 5585.543945
	Iteration 17Q: 3 clusters Score -9231530 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -9232121.000000 Penalty: 5585.543945
	Iteration 18Q: 3 clusters Score -9232121 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -9232461.000000 Penalty: 5585.543945
	Iteration 19Q: 3 clusters Score -9232461 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -9232698.000000 Penalty: 5585.543945
	Iteration 20F: 3 clusters Score -9232698 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -9232837.000000 Penalty: 5585.543945
	Iteration 21Q: 3 clusters Score -9232837 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -9232926.000000 Penalty: 5585.543945
	Iteration 22Q: 3 clusters Score -9232926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -9233011.000000 Penalty: 5585.543945
	Iteration 23Q: 3 clusters Score -9233011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -9233056.000000 Penalty: 5585.543945
	Iteration 24Q: 3 clusters Score -9233056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -9233091.000000 Penalty: 5585.543945
	Iteration 25Q: 3 clusters Score -9233091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -9233122.000000 Penalty: 5585.543945
	Iteration 26Q: 3 clusters Score -9233122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -9233140.000000 Penalty: 5585.543945
	Iteration 27Q: 3 clusters Score -9233140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -9233154.000000 Penalty: 5585.543945
	Iteration 28Q: 3 clusters Score -9233154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -9233165.000000 Penalty: 5585.543945
	Iteration 29Q: 3 clusters Score -9233165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -9233168.000000 Penalty: 5585.543945
	Iteration 30Q: 3 clusters Score -9233168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -9233170.000000 Penalty: 5585.543945
	Iteration 31Q: 3 clusters Score -9233170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -9233172.000000 Penalty: 5585.543945
	Iteration 32Q: 3 clusters Score -9233172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -9233182.000000 Penalty: 5585.543945
	Iteration 33Q: 3 clusters Score -9233182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -9233179.000000 Penalty: 5585.543945
	Iteration 34Q: 3 clusters Score -9233179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -9233182.000000 Penalty: 5585.543945
	Iteration 35Q: 3 clusters Score -9233182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -9233187.000000 Penalty: 5585.543945
	Iteration 36Q: 3 clusters Score -9233187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -9233192.000000 Penalty: 5585.543945
	Iteration 37Q: 3 clusters Score -9233192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -9233192.000000 Penalty: 5585.543945
	Iteration 38Q: 3 clusters Score -9233192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 77282 members 
Entering Unmasked Estep 
Score: -9233196.000000 Penalty: 5585.543945
	Iteration 39Q: 3 clusters Score -9233196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -9233190.000000 Penalty: 5585.543945
	Iteration 40F: 3 clusters Score -9233190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -9233197.000000 Penalty: 5585.543945
	Iteration 41Q: 3 clusters Score -9233197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -9233200.000000 Penalty: 5585.543945
	Iteration 42Q: 3 clusters Score -9233200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -9233201.000000 Penalty: 5585.543945
	Iteration 43Q: 3 clusters Score -9233201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -9233201.000000 Penalty: 5585.543945
	Iteration 44F: 3 clusters Score -9233201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171837 members 
Entering Unmasked Estep 
Score: -20253444.000000 Penalty: 2989.466797
	Iteration 0F: 2 clusters Score -2.025344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -20139350.000000 Penalty: 5978.933594
	Iteration 0F: 3 clusters Score -2.013935e+07 nChanged 82369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -20186862.000000 Penalty: 5978.933594
	Iteration 1F: 3 clusters Score -2.018686e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -20187926.000000 Penalty: 5978.933594
	Iteration 2Q: 3 clusters Score -2.018793e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -20189110.000000 Penalty: 5978.933594
	Iteration 3Q: 3 clusters Score -2.018911e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -20190872.000000 Penalty: 5978.933594
	Iteration 4Q: 3 clusters Score -2.019087e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -20193934.000000 Penalty: 5978.933594
	Iteration 5Q: 3 clusters Score -2.019393e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -20199276.000000 Penalty: 5978.933594
	Iteration 6F: 3 clusters Score -2.019928e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -20208202.000000 Penalty: 5978.933594
	Iteration 7F: 3 clusters Score -2.02082e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 137046 members 
Entering Unmasked Estep 
Score: -20220712.000000 Penalty: 5978.933594
	Iteration 8F: 3 clusters Score -2.022071e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
Score: -20233220.000000 Penalty: 5978.933594
	Iteration 9F: 3 clusters Score -2.023322e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -20241980.000000 Penalty: 5978.933594
	Iteration 10F: 3 clusters Score -2.024198e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -20246360.000000 Penalty: 5978.933594
	Iteration 11Q: 3 clusters Score -2.024636e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 166104 members 
Entering Unmasked Estep 
Score: -20248262.000000 Penalty: 5978.933594
	Iteration 12Q: 3 clusters Score -2.024826e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -20249392.000000 Penalty: 5978.933594
	Iteration 13Q: 3 clusters Score -2.024939e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -20249914.000000 Penalty: 5978.933594
	Iteration 14Q: 3 clusters Score -2.024991e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -20250246.000000 Penalty: 5978.933594
	Iteration 15Q: 3 clusters Score -2.025025e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 169495 members 
Entering Unmasked Estep 
Score: -20250554.000000 Penalty: 5978.933594
	Iteration 16Q: 3 clusters Score -2.025055e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 169800 members 
Entering Unmasked Estep 
Score: -20250756.000000 Penalty: 5978.933594
	Iteration 17Q: 3 clusters Score -2.025076e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -20250822.000000 Penalty: 5978.933594
	Iteration 18Q: 3 clusters Score -2.025082e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -20250904.000000 Penalty: 5978.933594
	Iteration 19Q: 3 clusters Score -2.02509e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
Score: -20250944.000000 Penalty: 5978.933594
	Iteration 20F: 3 clusters Score -2.025094e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 170425 members 
Entering Unmasked Estep 
Score: -20250994.000000 Penalty: 5978.933594
	Iteration 21Q: 3 clusters Score -2.025099e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -20251034.000000 Penalty: 5978.933594
	Iteration 22Q: 3 clusters Score -2.025103e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 170547 members 
Entering Unmasked Estep 
Score: -20251020.000000 Penalty: 5978.933594
	Iteration 23Q: 3 clusters Score -2.025102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 170583 members 
Entering Unmasked Estep 
Score: -20251026.000000 Penalty: 5978.933594
	Iteration 24Q: 3 clusters Score -2.025103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 170607 members 
Entering Unmasked Estep 
Score: -20251042.000000 Penalty: 5978.933594
	Iteration 25Q: 3 clusters Score -2.025104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 170634 members 
Entering Unmasked Estep 
Score: -20251028.000000 Penalty: 5978.933594
	Iteration 26Q: 3 clusters Score -2.025103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -20251026.000000 Penalty: 5978.933594
	Iteration 27Q: 3 clusters Score -2.025103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 170680 members 
Entering Unmasked Estep 
Score: -20251022.000000 Penalty: 5978.933594
	Iteration 28Q: 3 clusters Score -2.025102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -20251048.000000 Penalty: 5978.933594
	Iteration 29Q: 3 clusters Score -2.025105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -20251066.000000 Penalty: 5978.933594
	Iteration 30Q: 3 clusters Score -2.025107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 170737 members 
Entering Unmasked Estep 
Score: -20251048.000000 Penalty: 5978.933594
	Iteration 31Q: 3 clusters Score -2.025105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 170748 members 
Entering Unmasked Estep 
Score: -20251066.000000 Penalty: 5978.933594
	Iteration 32Q: 3 clusters Score -2.025107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -20251074.000000 Penalty: 5978.933594
	Iteration 33Q: 3 clusters Score -2.025107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -20251072.000000 Penalty: 5978.933594
	Iteration 34Q: 3 clusters Score -2.025107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -20251056.000000 Penalty: 5978.933594
	Iteration 35Q: 3 clusters Score -2.025106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 170790 members 
Entering Unmasked Estep 
Score: -20251078.000000 Penalty: 5978.933594
	Iteration 36Q: 3 clusters Score -2.025108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -20251092.000000 Penalty: 5978.933594
	Iteration 37Q: 3 clusters Score -2.025109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 170806 members 
Entering Unmasked Estep 
Score: -20251092.000000 Penalty: 5978.933594
	Iteration 38Q: 3 clusters Score -2.025109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 170807 members 
Entering Unmasked Estep 
Score: -20251086.000000 Penalty: 5978.933594
	Iteration 39Q: 3 clusters Score -2.025109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 170814 members 
Entering Unmasked Estep 
Score: -20251116.000000 Penalty: 5978.933594
	Iteration 40F: 3 clusters Score -2.025112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -20251102.000000 Penalty: 5978.933594
	Iteration 41Q: 3 clusters Score -2.02511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -20251100.000000 Penalty: 5978.933594
	Iteration 42Q: 3 clusters Score -2.02511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 170821 members 
Entering Unmasked Estep 
Score: -20251086.000000 Penalty: 5978.933594
	Iteration 43Q: 3 clusters Score -2.025109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -20251102.000000 Penalty: 5978.933594
	Iteration 44Q: 3 clusters Score -2.02511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -20251110.000000 Penalty: 5978.933594
	Iteration 45Q: 3 clusters Score -2.025111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 170829 members 
Entering Unmasked Estep 
Score: -20251098.000000 Penalty: 5978.933594
	Iteration 46Q: 3 clusters Score -2.02511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -20251100.000000 Penalty: 5978.933594
	Iteration 47Q: 3 clusters Score -2.02511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -20251102.000000 Penalty: 5978.933594
	Iteration 48Q: 3 clusters Score -2.02511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 170834 members 
Entering Unmasked Estep 
Score: -20251128.000000 Penalty: 5978.933594
	Iteration 49Q: 3 clusters Score -2.025113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 170838 members 
Entering Unmasked Estep 
Score: -20251118.000000 Penalty: 5978.933594
	Iteration 50Q: 3 clusters Score -2.025112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -20251096.000000 Penalty: 5978.933594
	Iteration 51Q: 3 clusters Score -2.02511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -20251110.000000 Penalty: 5978.933594
	Iteration 52Q: 3 clusters Score -2.025111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 170849 members 
Entering Unmasked Estep 
Score: -20251104.000000 Penalty: 5978.933594
	Iteration 53Q: 3 clusters Score -2.02511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 170849 members 
Entering Unmasked Estep 
Score: -20251104.000000 Penalty: 5978.933594
	Iteration 54F: 3 clusters Score -2.02511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Entering Unmasked Estep 
Score: -3276482.500000 Penalty: 2537.607178
	Iteration 0F: 2 clusters Score -3276482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3257357.750000 Penalty: 5075.214355
	Iteration 0F: 3 clusters Score -3257358 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3264488.250000 Penalty: 5075.214355
	Iteration 1F: 3 clusters Score -3264488 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3265211.500000 Penalty: 5075.214355
	Iteration 2F: 3 clusters Score -3265212 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3266039.500000 Penalty: 5075.214355
	Iteration 3F: 3 clusters Score -3266040 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3267068.750000 Penalty: 5075.214355
	Iteration 4F: 3 clusters Score -3267069 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3268282.000000 Penalty: 5075.214355
	Iteration 5F: 3 clusters Score -3268282 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3269699.250000 Penalty: 5075.214355
	Iteration 6F: 3 clusters Score -3269699 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3271013.500000 Penalty: 5075.214355
	Iteration 7F: 3 clusters Score -3271014 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3272160.250000 Penalty: 5075.214355
	Iteration 8Q: 3 clusters Score -3272160 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3273004.750000 Penalty: 5075.214355
	Iteration 9Q: 3 clusters Score -3273005 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3273559.250000 Penalty: 5075.214355
	Iteration 10Q: 3 clusters Score -3273559 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3273929.000000 Penalty: 5075.214355
	Iteration 11Q: 3 clusters Score -3273929 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3274145.250000 Penalty: 5075.214355
	Iteration 12Q: 3 clusters Score -3274145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3274260.250000 Penalty: 5075.214355
	Iteration 13Q: 3 clusters Score -3274260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3274346.750000 Penalty: 5075.214355
	Iteration 14Q: 3 clusters Score -3274347 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3274414.000000 Penalty: 5075.214355
	Iteration 15Q: 3 clusters Score -3274414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3274450.000000 Penalty: 5075.214355
	Iteration 16Q: 3 clusters Score -3274450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3274468.500000 Penalty: 5075.214355
	Iteration 17Q: 3 clusters Score -3274468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3274490.500000 Penalty: 5075.214355
	Iteration 18Q: 3 clusters Score -3274490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3274505.250000 Penalty: 5075.214355
	Iteration 19Q: 3 clusters Score -3274505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3274521.750000 Penalty: 5075.214355
	Iteration 20F: 3 clusters Score -3274522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3274537.250000 Penalty: 5075.214355
	Iteration 21Q: 3 clusters Score -3274537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3274547.750000 Penalty: 5075.214355
	Iteration 22Q: 3 clusters Score -3274548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3274565.750000 Penalty: 5075.214355
	Iteration 23Q: 3 clusters Score -3274566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3274574.250000 Penalty: 5075.214355
	Iteration 24Q: 3 clusters Score -3274574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3274574.750000 Penalty: 5075.214355
	Iteration 25Q: 3 clusters Score -3274575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3274580.500000 Penalty: 5075.214355
	Iteration 26Q: 3 clusters Score -3274580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3274593.000000 Penalty: 5075.214355
	Iteration 27Q: 3 clusters Score -3274593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3274598.250000 Penalty: 5075.214355
	Iteration 28Q: 3 clusters Score -3274598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3274600.500000 Penalty: 5075.214355
	Iteration 29Q: 3 clusters Score -3274600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3274602.750000 Penalty: 5075.214355
	Iteration 30Q: 3 clusters Score -3274603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3274599.750000 Penalty: 5075.214355
	Iteration 31Q: 3 clusters Score -3274600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3274604.000000 Penalty: 5075.214355
	Iteration 32Q: 3 clusters Score -3274604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3274604.000000 Penalty: 5075.214355
	Iteration 33F: 3 clusters Score -3274604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -221844.968750 Penalty: 1876.445068
	Iteration 0F: 2 clusters Score -221845 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 972 members 
Entering Unmasked Estep 
Score: -219249.640625 Penalty: 3752.890137
	Iteration 0F: 3 clusters Score -219249.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219669.125000 Penalty: 3752.890137
	Iteration 1F: 3 clusters Score -219669.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219795.750000 Penalty: 3752.890137
	Iteration 2F: 3 clusters Score -219795.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219851.546875 Penalty: 3752.890137
	Iteration 3Q: 3 clusters Score -219851.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219884.390625 Penalty: 3752.890137
	Iteration 4Q: 3 clusters Score -219884.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219903.125000 Penalty: 3752.890137
	Iteration 5Q: 3 clusters Score -219903.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219915.375000 Penalty: 3752.890137
	Iteration 6Q: 3 clusters Score -219915.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219929.843750 Penalty: 3752.890137
	Iteration 7Q: 3 clusters Score -219929.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219943.921875 Penalty: 3752.890137
	Iteration 8Q: 3 clusters Score -219943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219950.968750 Penalty: 3752.890137
	Iteration 9Q: 3 clusters Score -219951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219960.125000 Penalty: 3752.890137
	Iteration 10Q: 3 clusters Score -219960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219965.187500 Penalty: 3752.890137
	Iteration 11Q: 3 clusters Score -219965.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219975.328125 Penalty: 3752.890137
	Iteration 12Q: 3 clusters Score -219975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219979.609375 Penalty: 3752.890137
	Iteration 13Q: 3 clusters Score -219979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219982.796875 Penalty: 3752.890137
	Iteration 14Q: 3 clusters Score -219982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219987.687500 Penalty: 3752.890137
	Iteration 15Q: 3 clusters Score -219987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219993.515625 Penalty: 3752.890137
	Iteration 16Q: 3 clusters Score -219993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219997.406250 Penalty: 3752.890137
	Iteration 17Q: 3 clusters Score -219997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219999.859375 Penalty: 3752.890137
	Iteration 18Q: 3 clusters Score -219999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -220000.906250 Penalty: 3752.890137
	Iteration 19Q: 3 clusters Score -220000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220001.812500 Penalty: 3752.890137
	Iteration 20F: 3 clusters Score -220001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -220002.187500 Penalty: 3752.890137
	Iteration 21Q: 3 clusters Score -220002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220002.640625 Penalty: 3752.890137
	Iteration 22Q: 3 clusters Score -220002.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220003.250000 Penalty: 3752.890137
	Iteration 23Q: 3 clusters Score -220003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220003.250000 Penalty: 3752.890137
	Iteration 24F: 3 clusters Score -220003.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (303183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303183 members 
Entering Unmasked Estep 
Score: -35430288.000000 Penalty: 3130.278809
	Iteration 0F: 2 clusters Score -3.543029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -35232092.000000 Penalty: 6260.557617
	Iteration 0F: 3 clusters Score -3.523209e+07 nChanged 146906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148049 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -35318280.000000 Penalty: 6260.557617
	Iteration 1F: 3 clusters Score -3.531828e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -35319644.000000 Penalty: 6260.557617
	Iteration 2Q: 3 clusters Score -3.531964e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 160587 members 
Entering Unmasked Estep 
Score: -35320936.000000 Penalty: 6260.557617
	Iteration 3Q: 3 clusters Score -3.532094e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -35323536.000000 Penalty: 6260.557617
	Iteration 4Q: 3 clusters Score -3.532354e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -35328040.000000 Penalty: 6260.557617
	Iteration 5Q: 3 clusters Score -3.532804e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 182862 members 
Entering Unmasked Estep 
Score: -35335584.000000 Penalty: 6260.557617
	Iteration 6Q: 3 clusters Score -3.533558e+07 nChanged 17149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 194987 members 
Entering Unmasked Estep 
Score: -35348396.000000 Penalty: 6260.557617
	Iteration 7F: 3 clusters Score -3.53484e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 206448 members 
Entering Unmasked Estep 
Score: -35364800.000000 Penalty: 6260.557617
	Iteration 8F: 3 clusters Score -3.53648e+07 nChanged 18951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 214225 members 
Entering Unmasked Estep 
Score: -35379596.000000 Penalty: 6260.557617
	Iteration 9F: 3 clusters Score -3.53796e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 217870 members 
Entering Unmasked Estep 
Score: -35387900.000000 Penalty: 6260.557617
	Iteration 10F: 3 clusters Score -3.53879e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 219635 members 
Entering Unmasked Estep 
Score: -35390984.000000 Penalty: 6260.557617
	Iteration 11Q: 3 clusters Score -3.539098e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 220956 members 
Entering Unmasked Estep 
Score: -35391952.000000 Penalty: 6260.557617
	Iteration 12Q: 3 clusters Score -3.539195e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 222172 members 
Entering Unmasked Estep 
Score: -35392400.000000 Penalty: 6260.557617
	Iteration 13Q: 3 clusters Score -3.53924e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -35392660.000000 Penalty: 6260.557617
	Iteration 14Q: 3 clusters Score -3.539266e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 224372 members 
Entering Unmasked Estep 
Score: -35393004.000000 Penalty: 6260.557617
	Iteration 15Q: 3 clusters Score -3.5393e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 225366 members 
Entering Unmasked Estep 
Score: -35393440.000000 Penalty: 6260.557617
	Iteration 16Q: 3 clusters Score -3.539344e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 226285 members 
Entering Unmasked Estep 
Score: -35393884.000000 Penalty: 6260.557617
	Iteration 17Q: 3 clusters Score -3.539388e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 227154 members 
Entering Unmasked Estep 
Score: -35394068.000000 Penalty: 6260.557617
	Iteration 18Q: 3 clusters Score -3.539407e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 227966 members 
Entering Unmasked Estep 
Score: -35394288.000000 Penalty: 6260.557617
	Iteration 19Q: 3 clusters Score -3.539429e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 228663 members 
Entering Unmasked Estep 
Score: -35394504.000000 Penalty: 6260.557617
	Iteration 20F: 3 clusters Score -3.53945e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 229270 members 
Entering Unmasked Estep 
Score: -35394724.000000 Penalty: 6260.557617
	Iteration 21Q: 3 clusters Score -3.539472e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 229732 members 
Entering Unmasked Estep 
Score: -35395012.000000 Penalty: 6260.557617
	Iteration 22Q: 3 clusters Score -3.539501e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 230095 members 
Entering Unmasked Estep 
Score: -35395084.000000 Penalty: 6260.557617
	Iteration 23Q: 3 clusters Score -3.539508e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 230451 members 
Entering Unmasked Estep 
Score: -35395216.000000 Penalty: 6260.557617
	Iteration 24Q: 3 clusters Score -3.539522e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 230727 members 
Entering Unmasked Estep 
Score: -35395496.000000 Penalty: 6260.557617
	Iteration 25Q: 3 clusters Score -3.53955e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72296 members 
Mstep: Class 2 contains 230887 members 
Entering Unmasked Estep 
Score: -35395652.000000 Penalty: 6260.557617
	Iteration 26Q: 3 clusters Score -3.539565e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 231084 members 
Entering Unmasked Estep 
Score: -35395840.000000 Penalty: 6260.557617
	Iteration 27Q: 3 clusters Score -3.539584e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 231293 members 
Entering Unmasked Estep 
Score: -35396044.000000 Penalty: 6260.557617
	Iteration 28Q: 3 clusters Score -3.539604e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 231475 members 
Entering Unmasked Estep 
Score: -35396312.000000 Penalty: 6260.557617
	Iteration 29Q: 3 clusters Score -3.539631e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 231660 members 
Entering Unmasked Estep 
Score: -35396468.000000 Penalty: 6260.557617
	Iteration 30Q: 3 clusters Score -3.539647e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 231732 members 
Entering Unmasked Estep 
Score: -35396704.000000 Penalty: 6260.557617
	Iteration 31Q: 3 clusters Score -3.53967e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 231719 members 
Entering Unmasked Estep 
Score: -35396768.000000 Penalty: 6260.557617
	Iteration 32Q: 3 clusters Score -3.539677e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 231609 members 
Entering Unmasked Estep 
Score: -35396936.000000 Penalty: 6260.557617
	Iteration 33Q: 3 clusters Score -3.539694e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 231433 members 
Entering Unmasked Estep 
Score: -35396864.000000 Penalty: 6260.557617
	Iteration 34Q: 3 clusters Score -3.539686e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 231178 members 
Entering Unmasked Estep 
Score: -35396876.000000 Penalty: 6260.557617
	Iteration 35Q: 3 clusters Score -3.539688e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 230905 members 
Entering Unmasked Estep 
Score: -35396956.000000 Penalty: 6260.557617
	Iteration 36Q: 3 clusters Score -3.539696e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 230623 members 
Entering Unmasked Estep 
Score: -35397048.000000 Penalty: 6260.557617
	Iteration 37Q: 3 clusters Score -3.539705e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 230227 members 
Entering Unmasked Estep 
Score: -35397296.000000 Penalty: 6260.557617
	Iteration 38Q: 3 clusters Score -3.53973e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 229698 members 
Entering Unmasked Estep 
Score: -35397348.000000 Penalty: 6260.557617
	Iteration 39Q: 3 clusters Score -3.539735e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 229133 members 
Entering Unmasked Estep 
Score: -35397468.000000 Penalty: 6260.557617
	Iteration 40F: 3 clusters Score -3.539747e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 228412 members 
Entering Unmasked Estep 
Score: -35397496.000000 Penalty: 6260.557617
	Iteration 41Q: 3 clusters Score -3.53975e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 227542 members 
Entering Unmasked Estep 
Score: -35397608.000000 Penalty: 6260.557617
	Iteration 42Q: 3 clusters Score -3.539761e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 226553 members 
Entering Unmasked Estep 
Score: -35397708.000000 Penalty: 6260.557617
	Iteration 43Q: 3 clusters Score -3.539771e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 225381 members 
Entering Unmasked Estep 
Score: -35397808.000000 Penalty: 6260.557617
	Iteration 44Q: 3 clusters Score -3.539781e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 224025 members 
Entering Unmasked Estep 
Score: -35397872.000000 Penalty: 6260.557617
	Iteration 45Q: 3 clusters Score -3.539787e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 222644 members 
Entering Unmasked Estep 
Score: -35397896.000000 Penalty: 6260.557617
	Iteration 46Q: 3 clusters Score -3.53979e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 221060 members 
Entering Unmasked Estep 
Score: -35397948.000000 Penalty: 6260.557617
	Iteration 47Q: 3 clusters Score -3.539795e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 219362 members 
Entering Unmasked Estep 
Score: -35398176.000000 Penalty: 6260.557617
	Iteration 48Q: 3 clusters Score -3.539818e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 217521 members 
Entering Unmasked Estep 
Score: -35398380.000000 Penalty: 6260.557617
	Iteration 49Q: 3 clusters Score -3.539838e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 215558 members 
Entering Unmasked Estep 
Score: -35398672.000000 Penalty: 6260.557617
	Iteration 50Q: 3 clusters Score -3.539867e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -35399064.000000 Penalty: 6260.557617
	Iteration 51Q: 3 clusters Score -3.539906e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 211449 members 
Entering Unmasked Estep 
Score: -35399452.000000 Penalty: 6260.557617
	Iteration 52Q: 3 clusters Score -3.539945e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 209373 members 
Entering Unmasked Estep 
Score: -35399960.000000 Penalty: 6260.557617
	Iteration 53Q: 3 clusters Score -3.539996e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 207299 members 
Entering Unmasked Estep 
Score: -35400560.000000 Penalty: 6260.557617
	Iteration 54Q: 3 clusters Score -3.540056e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 205272 members 
Entering Unmasked Estep 
Score: -35400852.000000 Penalty: 6260.557617
	Iteration 55Q: 3 clusters Score -3.540085e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 203248 members 
Entering Unmasked Estep 
Score: -35401112.000000 Penalty: 6260.557617
	Iteration 56Q: 3 clusters Score -3.540111e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 201416 members 
Entering Unmasked Estep 
Score: -35401376.000000 Penalty: 6260.557617
	Iteration 57Q: 3 clusters Score -3.540138e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 199655 members 
Entering Unmasked Estep 
Score: -35401500.000000 Penalty: 6260.557617
	Iteration 58Q: 3 clusters Score -3.54015e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 197927 members 
Entering Unmasked Estep 
Score: -35401496.000000 Penalty: 6260.557617
	Iteration 59Q: 3 clusters Score -3.54015e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 196298 members 
Entering Unmasked Estep 
Score: -35401596.000000 Penalty: 6260.557617
	Iteration 60F: 3 clusters Score -3.54016e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 194565 members 
Entering Unmasked Estep 
Score: -35401812.000000 Penalty: 6260.557617
	Iteration 61Q: 3 clusters Score -3.540181e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110292 members 
Mstep: Class 2 contains 192891 members 
Entering Unmasked Estep 
Score: -35402048.000000 Penalty: 6260.557617
	Iteration 62Q: 3 clusters Score -3.540205e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 191336 members 
Entering Unmasked Estep 
Score: -35402068.000000 Penalty: 6260.557617
	Iteration 63Q: 3 clusters Score -3.540207e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113283 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -35402088.000000 Penalty: 6260.557617
	Iteration 64Q: 3 clusters Score -3.540209e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 188544 members 
Entering Unmasked Estep 
Score: -35402168.000000 Penalty: 6260.557617
	Iteration 65Q: 3 clusters Score -3.540217e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115935 members 
Mstep: Class 2 contains 187248 members 
Entering Unmasked Estep 
Score: -35402136.000000 Penalty: 6260.557617
	Iteration 66Q: 3 clusters Score -3.540214e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 185973 members 
Entering Unmasked Estep 
Score: -35402160.000000 Penalty: 6260.557617
	Iteration 67Q: 3 clusters Score -3.540216e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118467 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -35402208.000000 Penalty: 6260.557617
	Iteration 68Q: 3 clusters Score -3.540221e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 183476 members 
Entering Unmasked Estep 
Score: -35402324.000000 Penalty: 6260.557617
	Iteration 69Q: 3 clusters Score -3.540232e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 182326 members 
Entering Unmasked Estep 
Score: -35402472.000000 Penalty: 6260.557617
	Iteration 70Q: 3 clusters Score -3.540247e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 181290 members 
Entering Unmasked Estep 
Score: -35402424.000000 Penalty: 6260.557617
	Iteration 71Q: 3 clusters Score -3.540242e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122947 members 
Mstep: Class 2 contains 180236 members 
Entering Unmasked Estep 
Score: -35402536.000000 Penalty: 6260.557617
	Iteration 72Q: 3 clusters Score -3.540254e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123998 members 
Mstep: Class 2 contains 179185 members 
Entering Unmasked Estep 
Score: -35402544.000000 Penalty: 6260.557617
	Iteration 73Q: 3 clusters Score -3.540254e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 178147 members 
Entering Unmasked Estep 
Score: -35402524.000000 Penalty: 6260.557617
	Iteration 74Q: 3 clusters Score -3.540252e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 177160 members 
Entering Unmasked Estep 
Score: -35402604.000000 Penalty: 6260.557617
	Iteration 75Q: 3 clusters Score -3.54026e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126941 members 
Mstep: Class 2 contains 176242 members 
Entering Unmasked Estep 
Score: -35402688.000000 Penalty: 6260.557617
	Iteration 76Q: 3 clusters Score -3.540269e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 175405 members 
Entering Unmasked Estep 
Score: -35402568.000000 Penalty: 6260.557617
	Iteration 77Q: 3 clusters Score -3.540257e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 174603 members 
Entering Unmasked Estep 
Score: -35402576.000000 Penalty: 6260.557617
	Iteration 78Q: 3 clusters Score -3.540258e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -35402512.000000 Penalty: 6260.557617
	Iteration 79Q: 3 clusters Score -3.540251e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -35402616.000000 Penalty: 6260.557617
	Iteration 80F: 3 clusters Score -3.540262e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130704 members 
Mstep: Class 2 contains 172479 members 
Entering Unmasked Estep 
Score: -35402660.000000 Penalty: 6260.557617
	Iteration 81Q: 3 clusters Score -3.540266e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -35402612.000000 Penalty: 6260.557617
	Iteration 82Q: 3 clusters Score -3.540261e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132142 members 
Mstep: Class 2 contains 171041 members 
Entering Unmasked Estep 
Score: -35402624.000000 Penalty: 6260.557617
	Iteration 83Q: 3 clusters Score -3.540262e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 170326 members 
Entering Unmasked Estep 
Score: -35402572.000000 Penalty: 6260.557617
	Iteration 84Q: 3 clusters Score -3.540257e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133576 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -35402524.000000 Penalty: 6260.557617
	Iteration 85Q: 3 clusters Score -3.540252e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 168977 members 
Entering Unmasked Estep 
Score: -35402580.000000 Penalty: 6260.557617
	Iteration 86Q: 3 clusters Score -3.540258e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134808 members 
Mstep: Class 2 contains 168375 members 
Entering Unmasked Estep 
Score: -35402648.000000 Penalty: 6260.557617
	Iteration 87Q: 3 clusters Score -3.540265e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 167824 members 
Entering Unmasked Estep 
Score: -35402660.000000 Penalty: 6260.557617
	Iteration 88Q: 3 clusters Score -3.540266e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135900 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -35402664.000000 Penalty: 6260.557617
	Iteration 89Q: 3 clusters Score -3.540266e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136475 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -35402656.000000 Penalty: 6260.557617
	Iteration 90Q: 3 clusters Score -3.540266e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 166126 members 
Entering Unmasked Estep 
Score: -35402680.000000 Penalty: 6260.557617
	Iteration 91Q: 3 clusters Score -3.540268e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 165600 members 
Entering Unmasked Estep 
Score: -35402636.000000 Penalty: 6260.557617
	Iteration 92Q: 3 clusters Score -3.540264e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -35402692.000000 Penalty: 6260.557617
	Iteration 93Q: 3 clusters Score -3.540269e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 164593 members 
Entering Unmasked Estep 
Score: -35402632.000000 Penalty: 6260.557617
	Iteration 94Q: 3 clusters Score -3.540263e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139080 members 
Mstep: Class 2 contains 164103 members 
Entering Unmasked Estep 
Score: -35402568.000000 Penalty: 6260.557617
	Iteration 95Q: 3 clusters Score -3.540257e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139582 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -35402536.000000 Penalty: 6260.557617
	Iteration 96Q: 3 clusters Score -3.540254e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140051 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -35402648.000000 Penalty: 6260.557617
	Iteration 97Q: 3 clusters Score -3.540265e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 162684 members 
Entering Unmasked Estep 
Score: -35402656.000000 Penalty: 6260.557617
	Iteration 98Q: 3 clusters Score -3.540266e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -35402720.000000 Penalty: 6260.557617
	Iteration 99Q: 3 clusters Score -3.540272e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141279 members 
Mstep: Class 2 contains 161904 members 
Entering Unmasked Estep 
Score: -35402780.000000 Penalty: 6260.557617
	Iteration 100F: 3 clusters Score -3.540278e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -35402756.000000 Penalty: 6260.557617
	Iteration 101Q: 3 clusters Score -3.540276e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 161194 members 
Entering Unmasked Estep 
Score: -35402732.000000 Penalty: 6260.557617
	Iteration 102Q: 3 clusters Score -3.540273e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142366 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -35402828.000000 Penalty: 6260.557617
	Iteration 103Q: 3 clusters Score -3.540283e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 160476 members 
Entering Unmasked Estep 
Score: -35402840.000000 Penalty: 6260.557617
	Iteration 104Q: 3 clusters Score -3.540284e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -35402816.000000 Penalty: 6260.557617
	Iteration 105Q: 3 clusters Score -3.540282e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143313 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -35402844.000000 Penalty: 6260.557617
	Iteration 106Q: 3 clusters Score -3.540284e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143598 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -35402852.000000 Penalty: 6260.557617
	Iteration 107Q: 3 clusters Score -3.540285e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143894 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -35402876.000000 Penalty: 6260.557617
	Iteration 108Q: 3 clusters Score -3.540288e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144182 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -35402892.000000 Penalty: 6260.557617
	Iteration 109Q: 3 clusters Score -3.540289e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144470 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -35402920.000000 Penalty: 6260.557617
	Iteration 110Q: 3 clusters Score -3.540292e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -35402864.000000 Penalty: 6260.557617
	Iteration 111Q: 3 clusters Score -3.540286e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 158215 members 
Entering Unmasked Estep 
Score: -35402868.000000 Penalty: 6260.557617
	Iteration 112Q: 3 clusters Score -3.540287e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -35402888.000000 Penalty: 6260.557617
	Iteration 113Q: 3 clusters Score -3.540289e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -35402916.000000 Penalty: 6260.557617
	Iteration 114Q: 3 clusters Score -3.540292e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145583 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.540293e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -35402984.000000 Penalty: 6260.557617
	Iteration 116Q: 3 clusters Score -3.540298e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146018 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -35402956.000000 Penalty: 6260.557617
	Iteration 117Q: 3 clusters Score -3.540296e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146232 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -35402872.000000 Penalty: 6260.557617
	Iteration 118Q: 3 clusters Score -3.540287e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.540287e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 156584 members 
Entering Unmasked Estep 
Score: -35402864.000000 Penalty: 6260.557617
	Iteration 120F: 3 clusters Score -3.540286e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -35402908.000000 Penalty: 6260.557617
	Iteration 121Q: 3 clusters Score -3.540291e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 156259 members 
Entering Unmasked Estep 
Score: -35402944.000000 Penalty: 6260.557617
	Iteration 122Q: 3 clusters Score -3.540294e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -35402936.000000 Penalty: 6260.557617
	Iteration 123Q: 3 clusters Score -3.540294e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.540296e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147352 members 
Mstep: Class 2 contains 155831 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.540288e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147466 members 
Mstep: Class 2 contains 155717 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.540288e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -35402868.000000 Penalty: 6260.557617
	Iteration 127Q: 3 clusters Score -3.540287e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 155487 members 
Entering Unmasked Estep 
Score: -35402868.000000 Penalty: 6260.557617
	Iteration 128Q: 3 clusters Score -3.540287e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -35402900.000000 Penalty: 6260.557617
	Iteration 129Q: 3 clusters Score -3.54029e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 155281 members 
Entering Unmasked Estep 
Score: -35402900.000000 Penalty: 6260.557617
	Iteration 130Q: 3 clusters Score -3.54029e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -35402876.000000 Penalty: 6260.557617
	Iteration 131Q: 3 clusters Score -3.540288e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 155062 members 
Entering Unmasked Estep 
Score: -35402840.000000 Penalty: 6260.557617
	Iteration 132Q: 3 clusters Score -3.540284e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -35402860.000000 Penalty: 6260.557617
	Iteration 133Q: 3 clusters Score -3.540286e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148398 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -35402832.000000 Penalty: 6260.557617
	Iteration 134Q: 3 clusters Score -3.540283e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -35402804.000000 Penalty: 6260.557617
	Iteration 135Q: 3 clusters Score -3.54028e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -35402796.000000 Penalty: 6260.557617
	Iteration 136Q: 3 clusters Score -3.54028e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -35402748.000000 Penalty: 6260.557617
	Iteration 137Q: 3 clusters Score -3.540275e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148969 members 
Mstep: Class 2 contains 154214 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.540277e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149127 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -35402808.000000 Penalty: 6260.557617
	Iteration 139Q: 3 clusters Score -3.540281e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 153921 members 
Entering Unmasked Estep 
Score: -35402796.000000 Penalty: 6260.557617
	Iteration 140F: 3 clusters Score -3.54028e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -35402836.000000 Penalty: 6260.557617
	Iteration 141Q: 3 clusters Score -3.540284e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 153620 members 
Entering Unmasked Estep 
Score: -35402820.000000 Penalty: 6260.557617
	Iteration 142Q: 3 clusters Score -3.540282e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.540283e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.54028e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.540282e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3.54028e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150351 members 
Mstep: Class 2 contains 152832 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.540278e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150499 members 
Mstep: Class 2 contains 152684 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.54028e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 152535 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.540282e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.540288e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 152248 members 
Entering Unmasked Estep 
Score: -35402912.000000 Penalty: 6260.557617
	Iteration 151Q: 3 clusters Score -3.540291e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -35402944.000000 Penalty: 6260.557617
	Iteration 152Q: 3 clusters Score -3.540294e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -35402968.000000 Penalty: 6260.557617
	Iteration 153Q: 3 clusters Score -3.540297e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3.540293e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151568 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.540298e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -35402936.000000 Penalty: 6260.557617
	Iteration 156Q: 3 clusters Score -3.540294e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 151228 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.540299e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.540302e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -35402932.000000 Penalty: 6260.557617
	Iteration 159Q: 3 clusters Score -3.540293e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 150522 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.540292e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 150215 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.540288e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 149834 members 
Entering Unmasked Estep 
Score: -35402940.000000 Penalty: 6260.557617
	Iteration 162Q: 3 clusters Score -3.540294e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153805 members 
Mstep: Class 2 contains 149378 members 
Entering Unmasked Estep 
Score: -35402904.000000 Penalty: 6260.557617
	Iteration 163Q: 3 clusters Score -3.54029e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.540282e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 148154 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.540287e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 147366 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.540278e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.540279e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 145458 members 
Entering Unmasked Estep 
Score: -35402884.000000 Penalty: 6260.557617
	Iteration 168Q: 3 clusters Score -3.540288e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -35402792.000000 Penalty: 6260.557617
	Iteration 169Q: 3 clusters Score -3.540279e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.540287e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161952 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -35402708.000000 Penalty: 6260.557617
	Iteration 171Q: 3 clusters Score -3.540271e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -35402520.000000 Penalty: 6260.557617
	Iteration 172Q: 3 clusters Score -3.540252e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165737 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -35402504.000000 Penalty: 6260.557617
	Iteration 173Q: 3 clusters Score -3.54025e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 135199 members 
Entering Unmasked Estep 
Score: -35402452.000000 Penalty: 6260.557617
	Iteration 174Q: 3 clusters Score -3.540245e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 132684 members 
Entering Unmasked Estep 
Score: -35402544.000000 Penalty: 6260.557617
	Iteration 175Q: 3 clusters Score -3.540254e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173347 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.540275e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -35402928.000000 Penalty: 6260.557617
	Iteration 177Q: 3 clusters Score -3.540293e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179853 members 
Mstep: Class 2 contains 123330 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.540298e+07 nChanged 3883
Entering Unmasked Mstep 
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Mstep: Class 1 contains 183734 members 
Mstep: Class 2 contains 119449 members 
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	Iteration 179Q: 3 clusters Score -3.540314e+07 nChanged 4348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 188080 members 
Mstep: Class 2 contains 115103 members 
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	Iteration 180F: 3 clusters Score -3.54035e+07 nChanged 4902
Entering Unmasked Mstep 
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Mstep: Class 1 contains 192982 members 
Mstep: Class 2 contains 110201 members 
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	Iteration 181Q: 3 clusters Score -3.540378e+07 nChanged 5433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198415 members 
Mstep: Class 2 contains 104768 members 
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	Iteration 182Q: 3 clusters Score -3.54043e+07 nChanged 5873
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Mstep: Class 1 contains 204286 members 
Mstep: Class 2 contains 98897 members 
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	Iteration 183Q: 3 clusters Score -3.540506e+07 nChanged 6366
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Mstep: Class 1 contains 210652 members 
Mstep: Class 2 contains 92531 members 
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	Iteration 184Q: 3 clusters Score -3.54063e+07 nChanged 6718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 217370 members 
Mstep: Class 2 contains 85813 members 
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	Iteration 185Q: 3 clusters Score -3.54073e+07 nChanged 7481
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Mstep: Class 1 contains 224851 members 
Mstep: Class 2 contains 78332 members 
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	Iteration 186Q: 3 clusters Score -3.54086e+07 nChanged 7697
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Mstep: Class 1 contains 232548 members 
Mstep: Class 2 contains 70635 members 
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	Iteration 187Q: 3 clusters Score -3.541026e+07 nChanged 7639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 240187 members 
Mstep: Class 2 contains 62996 members 
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	Iteration 188Q: 3 clusters Score -3.54123e+07 nChanged 7469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 247656 members 
Mstep: Class 2 contains 55527 members 
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	Iteration 189Q: 3 clusters Score -3.541474e+07 nChanged 7033
Entering Unmasked Mstep 
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Mstep: Class 1 contains 254689 members 
Mstep: Class 2 contains 48494 members 
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	Iteration 190Q: 3 clusters Score -3.541726e+07 nChanged 6230
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42266 members 
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	Iteration 191Q: 3 clusters Score -3.541962e+07 nChanged 5136
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Mstep: Class 1 contains 266051 members 
Mstep: Class 2 contains 37132 members 
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	Iteration 192Q: 3 clusters Score -3.54213e+07 nChanged 4127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 270168 members 
Mstep: Class 2 contains 33015 members 
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	Iteration 193Q: 3 clusters Score -3.542234e+07 nChanged 3314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 273482 members 
Mstep: Class 2 contains 29701 members 
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	Iteration 194Q: 3 clusters Score -3.542297e+07 nChanged 2572
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Mstep: Class 1 contains 276054 members 
Mstep: Class 2 contains 27129 members 
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	Iteration 195Q: 3 clusters Score -3.542372e+07 nChanged 2063
Entering Unmasked Mstep 
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Mstep: Class 1 contains 278117 members 
Mstep: Class 2 contains 25066 members 
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	Iteration 196Q: 3 clusters Score -3.542414e+07 nChanged 1645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 279762 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3.542423e+07 nChanged 1401
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22020 members 
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	Iteration 198Q: 3 clusters Score -3.542428e+07 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20872 members 
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	Iteration 199Q: 3 clusters Score -3.542442e+07 nChanged 973
Entering Unmasked Mstep 
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Mstep: Class 1 contains 283284 members 
Mstep: Class 2 contains 19899 members 
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	Iteration 200F: 3 clusters Score -3.542565e+07 nChanged 2573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 285857 members 
Mstep: Class 2 contains 17326 members 
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	Iteration 201Q: 3 clusters Score -3.542659e+07 nChanged 2053
Entering Unmasked Mstep 
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Mstep: Class 1 contains 287910 members 
Mstep: Class 2 contains 15273 members 
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	Iteration 202Q: 3 clusters Score -3.542726e+07 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13639 members 
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	Iteration 203Q: 3 clusters Score -3.542775e+07 nChanged 1333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290863 members 
Mstep: Class 2 contains 12320 members 
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	Iteration 204Q: 3 clusters Score -3.542798e+07 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11284 members 
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	Iteration 205Q: 3 clusters Score -3.542818e+07 nChanged 862
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10430 members 
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	Iteration 206Q: 3 clusters Score -3.542818e+07 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9662 members 
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	Iteration 207Q: 3 clusters Score -3.542824e+07 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9008 members 
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	Iteration 208Q: 3 clusters Score -3.542836e+07 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8458 members 
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	Iteration 209Q: 3 clusters Score -3.54284e+07 nChanged 509
Entering Unmasked Mstep 
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Mstep: Class 1 contains 295234 members 
Mstep: Class 2 contains 7949 members 
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	Iteration 210Q: 3 clusters Score -3.542838e+07 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7530 members 
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	Iteration 211Q: 3 clusters Score -3.542844e+07 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7160 members 
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	Iteration 212Q: 3 clusters Score -3.542851e+07 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6840 members 
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	Iteration 213Q: 3 clusters Score -3.542856e+07 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6542 members 
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	Iteration 214Q: 3 clusters Score -3.542858e+07 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 296864 members 
Mstep: Class 2 contains 6319 members 
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	Iteration 215Q: 3 clusters Score -3.54285e+07 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 297075 members 
Mstep: Class 2 contains 6108 members 
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	Iteration 216Q: 3 clusters Score -3.542858e+07 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 297290 members 
Mstep: Class 2 contains 5893 members 
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	Iteration 217Q: 3 clusters Score -3.542862e+07 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3.542852e+07 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5529 members 
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	Iteration 219Q: 3 clusters Score -3.542854e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 297795 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -3.542862e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 297931 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3.542864e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5113 members 
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	Iteration 222Q: 3 clusters Score -3.542861e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4992 members 
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	Iteration 223Q: 3 clusters Score -3.542865e+07 nChanged 107
Entering Unmasked Mstep 
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	Iteration 224Q: 3 clusters Score -3.542859e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
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	Iteration 225Q: 3 clusters Score -3.54286e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4662 members 
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	Iteration 226Q: 3 clusters Score -3.542863e+07 nChanged 92
Entering Unmasked Mstep 
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	Iteration 227Q: 3 clusters Score -3.542868e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4493 members 
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	Iteration 228Q: 3 clusters Score -3.542862e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4425 members 
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	Iteration 229Q: 3 clusters Score -3.542856e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4371 members 
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	Iteration 230Q: 3 clusters Score -3.542859e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -3.542856e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 298929 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -3.542856e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3.542858e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299029 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3.542863e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299073 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -3.542864e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4072 members 
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	Iteration 236Q: 3 clusters Score -3.542866e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4036 members 
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	Iteration 237Q: 3 clusters Score -3.542866e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -3.542864e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299193 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -3.542862e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299217 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -3.542861e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299232 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -3.542864e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3.542863e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -3.542864e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -3.542867e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3.542868e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -3.542868e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -3.542867e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -3.542869e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -3.542869e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -3.54287e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -3.542868e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -3.542869e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3794 members 
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	Iteration 253Q: 3 clusters Score -3.542868e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -3.54287e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -3.54287e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -3.542872e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -3.54287e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -3.54287e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -3.54287e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299516 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -3.542869e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -3.542866e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -3.542867e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -3.542866e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -3.542867e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -3.542868e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -35428720.000000 Penalty: 6260.557617
	Iteration 266Q: 3 clusters Score -3.542872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299643 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -35428720.000000 Penalty: 6260.557617
	Iteration 267Q: 3 clusters Score -3.542872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299665 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -35428700.000000 Penalty: 6260.557617
	Iteration 268Q: 3 clusters Score -3.54287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299686 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -35428760.000000 Penalty: 6260.557617
	Iteration 269Q: 3 clusters Score -3.542876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299702 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -35428740.000000 Penalty: 6260.557617
	Iteration 270Q: 3 clusters Score -3.542874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299721 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -35428724.000000 Penalty: 6260.557617
	Iteration 271Q: 3 clusters Score -3.542872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299737 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -35428712.000000 Penalty: 6260.557617
	Iteration 272Q: 3 clusters Score -3.542871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299757 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -35428712.000000 Penalty: 6260.557617
	Iteration 273Q: 3 clusters Score -3.542871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299780 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -35428716.000000 Penalty: 6260.557617
	Iteration 274Q: 3 clusters Score -3.542872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299798 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -35428700.000000 Penalty: 6260.557617
	Iteration 275Q: 3 clusters Score -3.54287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299815 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -35428696.000000 Penalty: 6260.557617
	Iteration 276Q: 3 clusters Score -3.54287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299827 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -35428688.000000 Penalty: 6260.557617
	Iteration 277Q: 3 clusters Score -3.542869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299845 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -35428696.000000 Penalty: 6260.557617
	Iteration 278Q: 3 clusters Score -3.54287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299867 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -35428744.000000 Penalty: 6260.557617
	Iteration 279Q: 3 clusters Score -3.542874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299887 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -35428732.000000 Penalty: 6260.557617
	Iteration 280F: 3 clusters Score -3.542873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299907 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -35428712.000000 Penalty: 6260.557617
	Iteration 281Q: 3 clusters Score -3.542871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299929 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -35428716.000000 Penalty: 6260.557617
	Iteration 282Q: 3 clusters Score -3.542872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299946 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -35428684.000000 Penalty: 6260.557617
	Iteration 283Q: 3 clusters Score -3.542868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299963 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -35428700.000000 Penalty: 6260.557617
	Iteration 284Q: 3 clusters Score -3.54287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299976 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -35428720.000000 Penalty: 6260.557617
	Iteration 285Q: 3 clusters Score -3.542872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299990 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -35428712.000000 Penalty: 6260.557617
	Iteration 286Q: 3 clusters Score -3.542871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300010 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -35428700.000000 Penalty: 6260.557617
	Iteration 287Q: 3 clusters Score -3.54287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300033 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -35428692.000000 Penalty: 6260.557617
	Iteration 288Q: 3 clusters Score -3.542869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300057 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -35428656.000000 Penalty: 6260.557617
	Iteration 289Q: 3 clusters Score -3.542866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300078 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -35428648.000000 Penalty: 6260.557617
	Iteration 290Q: 3 clusters Score -3.542865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300097 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -35428628.000000 Penalty: 6260.557617
	Iteration 291Q: 3 clusters Score -3.542863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300115 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -35428648.000000 Penalty: 6260.557617
	Iteration 292Q: 3 clusters Score -3.542865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300129 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -35428656.000000 Penalty: 6260.557617
	Iteration 293Q: 3 clusters Score -3.542866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300143 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -35428648.000000 Penalty: 6260.557617
	Iteration 294Q: 3 clusters Score -3.542865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300156 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -35428628.000000 Penalty: 6260.557617
	Iteration 295Q: 3 clusters Score -3.542863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300173 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -35428628.000000 Penalty: 6260.557617
	Iteration 296Q: 3 clusters Score -3.542863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300184 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -35428624.000000 Penalty: 6260.557617
	Iteration 297Q: 3 clusters Score -3.542862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300193 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -35428616.000000 Penalty: 6260.557617
	Iteration 298Q: 3 clusters Score -3.542862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300207 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -35428588.000000 Penalty: 6260.557617
	Iteration 299Q: 3 clusters Score -3.542859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300219 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -35428556.000000 Penalty: 6260.557617
	Iteration 300F: 3 clusters Score -3.542856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -35428588.000000 Penalty: 6260.557617
	Iteration 301Q: 3 clusters Score -3.542859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300242 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -35428548.000000 Penalty: 6260.557617
	Iteration 302Q: 3 clusters Score -3.542855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300249 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -35428560.000000 Penalty: 6260.557617
	Iteration 303Q: 3 clusters Score -3.542856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300254 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -35428560.000000 Penalty: 6260.557617
	Iteration 304Q: 3 clusters Score -3.542856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300253 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -35428572.000000 Penalty: 6260.557617
	Iteration 305Q: 3 clusters Score -3.542857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300254 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -35428560.000000 Penalty: 6260.557617
	Iteration 306Q: 3 clusters Score -3.542856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300255 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -35428552.000000 Penalty: 6260.557617
	Iteration 307Q: 3 clusters Score -3.542855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300257 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -35428564.000000 Penalty: 6260.557617
	Iteration 308Q: 3 clusters Score -3.542856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300257 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -35428564.000000 Penalty: 6260.557617
	Iteration 309F: 3 clusters Score -3.542856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -98907.578125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -98907.58 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 489 members 
Entering Unmasked Estep 
Score: -96977.328125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -96977.33 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -97368.664062 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -97368.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97576.585938 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -97576.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97767.343750 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -97767.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -97929.281250 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -97929.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98105.656250 Penalty: 3431.181885
	Iteration 5F: 3 clusters Score -98105.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98320.789062 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -98320.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98554.140625 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -98554.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98719.507812 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -98719.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98808.218750 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -98808.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98887.843750 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -98887.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98966.695312 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -98966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98999.187500 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -98999.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99053.257812 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -99053.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99078.710938 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -99078.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99087.664062 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -99087.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99123.210938 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -99123.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99160.375000 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -99160.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99224.773438 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -99224.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99297.625000 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -99297.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99303.914062 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -99303.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77744 members 
Mstep: Class 5 contains 171837 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303183 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 153776 members 
Mstep: Class 12 contains 81575 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 14300 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 159425 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47652 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 455 members 
Entering Unmasked Estep 
Score: -184005552.000000 Penalty: 120512.656250
Splitting cluster 9 changes total score from -184007264.000000 to -184005552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -790830.812500 Penalty: 2185.216064
	Iteration 0F: 2 clusters Score -790830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -785174.875000 Penalty: 4370.432129
	Iteration 0F: 3 clusters Score -785174.9 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -786669.687500 Penalty: 4370.432129
	Iteration 1F: 3 clusters Score -786669.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -786924.250000 Penalty: 4370.432129
	Iteration 2F: 3 clusters Score -786924.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -787059.812500 Penalty: 4370.432129
	Iteration 3Q: 3 clusters Score -787059.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -787154.625000 Penalty: 4370.432129
	Iteration 4Q: 3 clusters Score -787154.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -787235.875000 Penalty: 4370.432129
	Iteration 5Q: 3 clusters Score -787235.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -787330.187500 Penalty: 4370.432129
	Iteration 6Q: 3 clusters Score -787330.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -787421.500000 Penalty: 4370.432129
	Iteration 7Q: 3 clusters Score -787421.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -787510.625000 Penalty: 4370.432129
	Iteration 8Q: 3 clusters Score -787510.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -787586.875000 Penalty: 4370.432129
	Iteration 9Q: 3 clusters Score -787586.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -787665.875000 Penalty: 4370.432129
	Iteration 10Q: 3 clusters Score -787665.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -787739.625000 Penalty: 4370.432129
	Iteration 11Q: 3 clusters Score -787739.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -787816.250000 Penalty: 4370.432129
	Iteration 12Q: 3 clusters Score -787816.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -787915.250000 Penalty: 4370.432129
	Iteration 13Q: 3 clusters Score -787915.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -788021.625000 Penalty: 4370.432129
	Iteration 14Q: 3 clusters Score -788021.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -788127.562500 Penalty: 4370.432129
	Iteration 15Q: 3 clusters Score -788127.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -788251.000000 Penalty: 4370.432129
	Iteration 16Q: 3 clusters Score -788251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -788378.687500 Penalty: 4370.432129
	Iteration 17Q: 3 clusters Score -788378.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -788512.000000 Penalty: 4370.432129
	Iteration 18Q: 3 clusters Score -788512 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -788626.625000 Penalty: 4370.432129
	Iteration 19Q: 3 clusters Score -788626.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -788716.625000 Penalty: 4370.432129
	Iteration 20F: 3 clusters Score -788716.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -788788.750000 Penalty: 4370.432129
	Iteration 21Q: 3 clusters Score -788788.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -788830.250000 Penalty: 4370.432129
	Iteration 22Q: 3 clusters Score -788830.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -788849.250000 Penalty: 4370.432129
	Iteration 23Q: 3 clusters Score -788849.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -788870.812500 Penalty: 4370.432129
	Iteration 24Q: 3 clusters Score -788870.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -788886.875000 Penalty: 4370.432129
	Iteration 25Q: 3 clusters Score -788886.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -788898.937500 Penalty: 4370.432129
	Iteration 26Q: 3 clusters Score -788898.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -788907.437500 Penalty: 4370.432129
	Iteration 27Q: 3 clusters Score -788907.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -788914.875000 Penalty: 4370.432129
	Iteration 28Q: 3 clusters Score -788914.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -788919.625000 Penalty: 4370.432129
	Iteration 29Q: 3 clusters Score -788919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -788923.187500 Penalty: 4370.432129
	Iteration 30Q: 3 clusters Score -788923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -788928.500000 Penalty: 4370.432129
	Iteration 31Q: 3 clusters Score -788928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -788929.687500 Penalty: 4370.432129
	Iteration 32Q: 3 clusters Score -788929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -788928.750000 Penalty: 4370.432129
	Iteration 33Q: 3 clusters Score -788928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -788930.062500 Penalty: 4370.432129
	Iteration 34Q: 3 clusters Score -788930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -788930.750000 Penalty: 4370.432129
	Iteration 35Q: 3 clusters Score -788930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -788930.062500 Penalty: 4370.432129
	Iteration 36Q: 3 clusters Score -788930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -788932.000000 Penalty: 4370.432129
	Iteration 37Q: 3 clusters Score -788932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -788932.000000 Penalty: 4370.432129
	Iteration 38F: 3 clusters Score -788932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Entering Unmasked Estep 
Score: -18015490.000000 Penalty: 2961.926758
	Iteration 0F: 2 clusters Score -1.801549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -17912388.000000 Penalty: 5923.853516
	Iteration 0F: 3 clusters Score -1.791239e+07 nChanged 73704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -17955200.000000 Penalty: 5923.853516
	Iteration 1F: 3 clusters Score -1.79552e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -17955950.000000 Penalty: 5923.853516
	Iteration 2Q: 3 clusters Score -1.795595e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -17956884.000000 Penalty: 5923.853516
	Iteration 3Q: 3 clusters Score -1.795688e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -17957836.000000 Penalty: 5923.853516
	Iteration 4Q: 3 clusters Score -1.795784e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -17958856.000000 Penalty: 5923.853516
	Iteration 5Q: 3 clusters Score -1.795886e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -17960196.000000 Penalty: 5923.853516
	Iteration 6Q: 3 clusters Score -1.79602e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -17961748.000000 Penalty: 5923.853516
	Iteration 7Q: 3 clusters Score -1.796175e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -17964134.000000 Penalty: 5923.853516
	Iteration 8Q: 3 clusters Score -1.796413e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -17967264.000000 Penalty: 5923.853516
	Iteration 9Q: 3 clusters Score -1.796726e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -17971898.000000 Penalty: 5923.853516
	Iteration 10Q: 3 clusters Score -1.79719e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -17978302.000000 Penalty: 5923.853516
	Iteration 11F: 3 clusters Score -1.79783e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -17984716.000000 Penalty: 5923.853516
	Iteration 12F: 3 clusters Score -1.798472e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -17988830.000000 Penalty: 5923.853516
	Iteration 13F: 3 clusters Score -1.798883e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -17990766.000000 Penalty: 5923.853516
	Iteration 14Q: 3 clusters Score -1.799077e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -17991350.000000 Penalty: 5923.853516
	Iteration 15Q: 3 clusters Score -1.799135e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -17991744.000000 Penalty: 5923.853516
	Iteration 16Q: 3 clusters Score -1.799174e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -17992084.000000 Penalty: 5923.853516
	Iteration 17Q: 3 clusters Score -1.799208e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -17992344.000000 Penalty: 5923.853516
	Iteration 18Q: 3 clusters Score -1.799234e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -17992576.000000 Penalty: 5923.853516
	Iteration 19Q: 3 clusters Score -1.799258e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -17992914.000000 Penalty: 5923.853516
	Iteration 20F: 3 clusters Score -1.799291e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -17993220.000000 Penalty: 5923.853516
	Iteration 21Q: 3 clusters Score -1.799322e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -17993468.000000 Penalty: 5923.853516
	Iteration 22Q: 3 clusters Score -1.799347e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -17993764.000000 Penalty: 5923.853516
	Iteration 23Q: 3 clusters Score -1.799376e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -17994018.000000 Penalty: 5923.853516
	Iteration 24Q: 3 clusters Score -1.799402e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -17994268.000000 Penalty: 5923.853516
	Iteration 25Q: 3 clusters Score -1.799427e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -17994550.000000 Penalty: 5923.853516
	Iteration 26Q: 3 clusters Score -1.799455e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -17994910.000000 Penalty: 5923.853516
	Iteration 27Q: 3 clusters Score -1.799491e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -17995276.000000 Penalty: 5923.853516
	Iteration 28Q: 3 clusters Score -1.799528e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -17995574.000000 Penalty: 5923.853516
	Iteration 29Q: 3 clusters Score -1.799557e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -17995994.000000 Penalty: 5923.853516
	Iteration 30Q: 3 clusters Score -1.799599e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -17996370.000000 Penalty: 5923.853516
	Iteration 31Q: 3 clusters Score -1.799637e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -17996814.000000 Penalty: 5923.853516
	Iteration 32Q: 3 clusters Score -1.799681e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -17997408.000000 Penalty: 5923.853516
	Iteration 33Q: 3 clusters Score -1.799741e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -17997986.000000 Penalty: 5923.853516
	Iteration 34Q: 3 clusters Score -1.799799e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -17998592.000000 Penalty: 5923.853516
	Iteration 35Q: 3 clusters Score -1.799859e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115342 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -17999192.000000 Penalty: 5923.853516
	Iteration 36Q: 3 clusters Score -1.799919e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -17999900.000000 Penalty: 5923.853516
	Iteration 37Q: 3 clusters Score -1.79999e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -18000504.000000 Penalty: 5923.853516
	Iteration 38Q: 3 clusters Score -1.80005e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -18001222.000000 Penalty: 5923.853516
	Iteration 39Q: 3 clusters Score -1.800122e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121725 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -18001890.000000 Penalty: 5923.853516
	Iteration 40F: 3 clusters Score -1.800189e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -18002698.000000 Penalty: 5923.853516
	Iteration 41Q: 3 clusters Score -1.80027e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -18003438.000000 Penalty: 5923.853516
	Iteration 42Q: 3 clusters Score -1.800344e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -18004144.000000 Penalty: 5923.853516
	Iteration 43Q: 3 clusters Score -1.800414e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128157 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -18004862.000000 Penalty: 5923.853516
	Iteration 44Q: 3 clusters Score -1.800486e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -18005456.000000 Penalty: 5923.853516
	Iteration 45Q: 3 clusters Score -1.800546e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -18006116.000000 Penalty: 5923.853516
	Iteration 46Q: 3 clusters Score -1.800612e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132746 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -18006712.000000 Penalty: 5923.853516
	Iteration 47Q: 3 clusters Score -1.800671e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -18007322.000000 Penalty: 5923.853516
	Iteration 48Q: 3 clusters Score -1.800732e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -18007808.000000 Penalty: 5923.853516
	Iteration 49Q: 3 clusters Score -1.800781e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -18008280.000000 Penalty: 5923.853516
	Iteration 50Q: 3 clusters Score -1.800828e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -18008762.000000 Penalty: 5923.853516
	Iteration 51Q: 3 clusters Score -1.800876e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -18009266.000000 Penalty: 5923.853516
	Iteration 52Q: 3 clusters Score -1.800927e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -18009720.000000 Penalty: 5923.853516
	Iteration 53Q: 3 clusters Score -1.800972e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -18010000.000000 Penalty: 5923.853516
	Iteration 54Q: 3 clusters Score -1.801e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143041 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -18010274.000000 Penalty: 5923.853516
	Iteration 55Q: 3 clusters Score -1.801027e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -18010582.000000 Penalty: 5923.853516
	Iteration 56Q: 3 clusters Score -1.801058e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -18010936.000000 Penalty: 5923.853516
	Iteration 57Q: 3 clusters Score -1.801094e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -18011246.000000 Penalty: 5923.853516
	Iteration 58Q: 3 clusters Score -1.801125e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146476 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -18011468.000000 Penalty: 5923.853516
	Iteration 59Q: 3 clusters Score -1.801147e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -18011684.000000 Penalty: 5923.853516
	Iteration 60F: 3 clusters Score -1.801168e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -18011846.000000 Penalty: 5923.853516
	Iteration 61Q: 3 clusters Score -1.801185e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148068 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -18011944.000000 Penalty: 5923.853516
	Iteration 62Q: 3 clusters Score -1.801194e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148491 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -18012038.000000 Penalty: 5923.853516
	Iteration 63Q: 3 clusters Score -1.801204e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -18012116.000000 Penalty: 5923.853516
	Iteration 64Q: 3 clusters Score -1.801212e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -18012228.000000 Penalty: 5923.853516
	Iteration 65Q: 3 clusters Score -1.801223e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -18012336.000000 Penalty: 5923.853516
	Iteration 66Q: 3 clusters Score -1.801234e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -18012386.000000 Penalty: 5923.853516
	Iteration 67Q: 3 clusters Score -1.801239e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -18012428.000000 Penalty: 5923.853516
	Iteration 68Q: 3 clusters Score -1.801243e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -18012480.000000 Penalty: 5923.853516
	Iteration 69Q: 3 clusters Score -1.801248e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150176 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -18012512.000000 Penalty: 5923.853516
	Iteration 70Q: 3 clusters Score -1.801251e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150324 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -18012544.000000 Penalty: 5923.853516
	Iteration 71Q: 3 clusters Score -1.801254e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -18012600.000000 Penalty: 5923.853516
	Iteration 72Q: 3 clusters Score -1.80126e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -18012626.000000 Penalty: 5923.853516
	Iteration 73Q: 3 clusters Score -1.801263e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -18012654.000000 Penalty: 5923.853516
	Iteration 74Q: 3 clusters Score -1.801265e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -18012648.000000 Penalty: 5923.853516
	Iteration 75Q: 3 clusters Score -1.801265e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -18012620.000000 Penalty: 5923.853516
	Iteration 76Q: 3 clusters Score -1.801262e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -18012660.000000 Penalty: 5923.853516
	Iteration 77Q: 3 clusters Score -1.801266e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151201 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18012706.000000 Penalty: 5923.853516
	Iteration 78Q: 3 clusters Score -1.801271e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -18012732.000000 Penalty: 5923.853516
	Iteration 79Q: 3 clusters Score -1.801273e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18012792.000000 Penalty: 5923.853516
	Iteration 80F: 3 clusters Score -1.801279e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -18012820.000000 Penalty: 5923.853516
	Iteration 81Q: 3 clusters Score -1.801282e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -18012844.000000 Penalty: 5923.853516
	Iteration 82Q: 3 clusters Score -1.801284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -18012878.000000 Penalty: 5923.853516
	Iteration 83Q: 3 clusters Score -1.801288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -18012886.000000 Penalty: 5923.853516
	Iteration 84Q: 3 clusters Score -1.801289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151651 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -18012902.000000 Penalty: 5923.853516
	Iteration 85Q: 3 clusters Score -1.80129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151688 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18012932.000000 Penalty: 5923.853516
	Iteration 86Q: 3 clusters Score -1.801293e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151725 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -18012936.000000 Penalty: 5923.853516
	Iteration 87Q: 3 clusters Score -1.801294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -18012950.000000 Penalty: 5923.853516
	Iteration 88Q: 3 clusters Score -1.801295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151804 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18012960.000000 Penalty: 5923.853516
	Iteration 89Q: 3 clusters Score -1.801296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151831 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -18012992.000000 Penalty: 5923.853516
	Iteration 90Q: 3 clusters Score -1.801299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -18013014.000000 Penalty: 5923.853516
	Iteration 91Q: 3 clusters Score -1.801301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151888 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -18013004.000000 Penalty: 5923.853516
	Iteration 92Q: 3 clusters Score -1.8013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151907 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18012990.000000 Penalty: 5923.853516
	Iteration 93Q: 3 clusters Score -1.801299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18012990.000000 Penalty: 5923.853516
	Iteration 94Q: 3 clusters Score -1.801299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -18012992.000000 Penalty: 5923.853516
	Iteration 95Q: 3 clusters Score -1.801299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151965 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18012988.000000 Penalty: 5923.853516
	Iteration 96Q: 3 clusters Score -1.801299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18013006.000000 Penalty: 5923.853516
	Iteration 97Q: 3 clusters Score -1.801301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18013000.000000 Penalty: 5923.853516
	Iteration 98Q: 3 clusters Score -1.8013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18013024.000000 Penalty: 5923.853516
	Iteration 99Q: 3 clusters Score -1.801302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18013020.000000 Penalty: 5923.853516
	Iteration 100F: 3 clusters Score -1.801302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18013018.000000 Penalty: 5923.853516
	Iteration 101Q: 3 clusters Score -1.801302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152024 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18013014.000000 Penalty: 5923.853516
	Iteration 102Q: 3 clusters Score -1.801301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152027 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -18013020.000000 Penalty: 5923.853516
	Iteration 103Q: 3 clusters Score -1.801302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -18013022.000000 Penalty: 5923.853516
	Iteration 104Q: 3 clusters Score -1.801302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -18013016.000000 Penalty: 5923.853516
	Iteration 105Q: 3 clusters Score -1.801302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152044 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -18013006.000000 Penalty: 5923.853516
	Iteration 106Q: 3 clusters Score -1.801301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18013000.000000 Penalty: 5923.853516
	Iteration 107Q: 3 clusters Score -1.8013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152051 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18013006.000000 Penalty: 5923.853516
	Iteration 108Q: 3 clusters Score -1.801301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18013020.000000 Penalty: 5923.853516
	Iteration 109Q: 3 clusters Score -1.801302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18013020.000000 Penalty: 5923.853516
	Iteration 110Q: 3 clusters Score -1.801302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -18013028.000000 Penalty: 5923.853516
	Iteration 111Q: 3 clusters Score -1.801303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18013030.000000 Penalty: 5923.853516
	Iteration 112Q: 3 clusters Score -1.801303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -18013042.000000 Penalty: 5923.853516
	Iteration 113Q: 3 clusters Score -1.801304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152137 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -18013054.000000 Penalty: 5923.853516
	Iteration 114Q: 3 clusters Score -1.801305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18013050.000000 Penalty: 5923.853516
	Iteration 115Q: 3 clusters Score -1.801305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -18013060.000000 Penalty: 5923.853516
	Iteration 116Q: 3 clusters Score -1.801306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -18013056.000000 Penalty: 5923.853516
	Iteration 117Q: 3 clusters Score -1.801306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152163 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -18013058.000000 Penalty: 5923.853516
	Iteration 118Q: 3 clusters Score -1.801306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -18013060.000000 Penalty: 5923.853516
	Iteration 119Q: 3 clusters Score -1.801306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -18013074.000000 Penalty: 5923.853516
	Iteration 120F: 3 clusters Score -1.801307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152183 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -18013086.000000 Penalty: 5923.853516
	Iteration 121Q: 3 clusters Score -1.801309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -18013086.000000 Penalty: 5923.853516
	Iteration 122Q: 3 clusters Score -1.801309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18013096.000000 Penalty: 5923.853516
	Iteration 123Q: 3 clusters Score -1.80131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -18013094.000000 Penalty: 5923.853516
	Iteration 124Q: 3 clusters Score -1.801309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152213 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -18013098.000000 Penalty: 5923.853516
	Iteration 125Q: 3 clusters Score -1.80131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18013104.000000 Penalty: 5923.853516
	Iteration 126Q: 3 clusters Score -1.80131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -18013102.000000 Penalty: 5923.853516
	Iteration 127Q: 3 clusters Score -1.80131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18013104.000000 Penalty: 5923.853516
	Iteration 128Q: 3 clusters Score -1.80131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18013112.000000 Penalty: 5923.853516
	Iteration 129Q: 3 clusters Score -1.801311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152302 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -18013128.000000 Penalty: 5923.853516
	Iteration 130Q: 3 clusters Score -1.801313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -18013124.000000 Penalty: 5923.853516
	Iteration 131Q: 3 clusters Score -1.801312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -18013128.000000 Penalty: 5923.853516
	Iteration 132Q: 3 clusters Score -1.801313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152329 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18013134.000000 Penalty: 5923.853516
	Iteration 133Q: 3 clusters Score -1.801313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -18013122.000000 Penalty: 5923.853516
	Iteration 134Q: 3 clusters Score -1.801312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152335 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18013128.000000 Penalty: 5923.853516
	Iteration 135Q: 3 clusters Score -1.801313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152343 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -18013144.000000 Penalty: 5923.853516
	Iteration 136Q: 3 clusters Score -1.801314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18013138.000000 Penalty: 5923.853516
	Iteration 137Q: 3 clusters Score -1.801314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -18013146.000000 Penalty: 5923.853516
	Iteration 138Q: 3 clusters Score -1.801315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -18013130.000000 Penalty: 5923.853516
	Iteration 139Q: 3 clusters Score -1.801313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -18013138.000000 Penalty: 5923.853516
	Iteration 140F: 3 clusters Score -1.801314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18013130.000000 Penalty: 5923.853516
	Iteration 141Q: 3 clusters Score -1.801313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18013138.000000 Penalty: 5923.853516
	Iteration 142Q: 3 clusters Score -1.801314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152384 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -18013138.000000 Penalty: 5923.853516
	Iteration 143Q: 3 clusters Score -1.801314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -18013144.000000 Penalty: 5923.853516
	Iteration 144Q: 3 clusters Score -1.801314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152397 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -18013148.000000 Penalty: 5923.853516
	Iteration 145Q: 3 clusters Score -1.801315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152400 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -18013144.000000 Penalty: 5923.853516
	Iteration 146Q: 3 clusters Score -1.801314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152401 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -18013148.000000 Penalty: 5923.853516
	Iteration 147Q: 3 clusters Score -1.801315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -18013150.000000 Penalty: 5923.853516
	Iteration 148Q: 3 clusters Score -1.801315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -18013168.000000 Penalty: 5923.853516
	Iteration 149Q: 3 clusters Score -1.801317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -18013168.000000 Penalty: 5923.853516
	Iteration 150Q: 3 clusters Score -1.801317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -18013172.000000 Penalty: 5923.853516
	Iteration 151Q: 3 clusters Score -1.801317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152420 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -18013174.000000 Penalty: 5923.853516
	Iteration 152Q: 3 clusters Score -1.801317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152425 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -18013168.000000 Penalty: 5923.853516
	Iteration 153Q: 3 clusters Score -1.801317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18013166.000000 Penalty: 5923.853516
	Iteration 154Q: 3 clusters Score -1.801317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152429 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -18013154.000000 Penalty: 5923.853516
	Iteration 155Q: 3 clusters Score -1.801315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152433 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -18013158.000000 Penalty: 5923.853516
	Iteration 156Q: 3 clusters Score -1.801316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -18013158.000000 Penalty: 5923.853516
	Iteration 157Q: 3 clusters Score -1.801316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18013176.000000 Penalty: 5923.853516
	Iteration 158Q: 3 clusters Score -1.801318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18013172.000000 Penalty: 5923.853516
	Iteration 159Q: 3 clusters Score -1.801317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152443 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18013172.000000 Penalty: 5923.853516
	Iteration 160F: 3 clusters Score -1.801317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -18013178.000000 Penalty: 5923.853516
	Iteration 161Q: 3 clusters Score -1.801318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -18013178.000000 Penalty: 5923.853516
	Iteration 162F: 3 clusters Score -1.801318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Entering Unmasked Estep 
Score: -9672616.000000 Penalty: 2804.701172
	Iteration 0F: 2 clusters Score -9672616 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 40742 members 
Entering Unmasked Estep 
Score: -9617862.000000 Penalty: 5609.402344
	Iteration 0F: 3 clusters Score -9617862 nChanged 38416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -9640303.000000 Penalty: 5609.402344
	Iteration 1F: 3 clusters Score -9640303 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -9641629.000000 Penalty: 5609.402344
	Iteration 2Q: 3 clusters Score -9641629 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -9643198.000000 Penalty: 5609.402344
	Iteration 3Q: 3 clusters Score -9643198 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -9645234.000000 Penalty: 5609.402344
	Iteration 4F: 3 clusters Score -9645234 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -9648081.000000 Penalty: 5609.402344
	Iteration 5F: 3 clusters Score -9648081 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9651573.000000 Penalty: 5609.402344
	Iteration 6F: 3 clusters Score -9651573 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -9655445.000000 Penalty: 5609.402344
	Iteration 7F: 3 clusters Score -9655445 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -9659210.000000 Penalty: 5609.402344
	Iteration 8F: 3 clusters Score -9659210 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -9661781.000000 Penalty: 5609.402344
	Iteration 9Q: 3 clusters Score -9661781 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -9663044.000000 Penalty: 5609.402344
	Iteration 10Q: 3 clusters Score -9663044 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -9663696.000000 Penalty: 5609.402344
	Iteration 11Q: 3 clusters Score -9663696 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -9664161.000000 Penalty: 5609.402344
	Iteration 12Q: 3 clusters Score -9664161 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -9664562.000000 Penalty: 5609.402344
	Iteration 13Q: 3 clusters Score -9664562 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -9664905.000000 Penalty: 5609.402344
	Iteration 14Q: 3 clusters Score -9664905 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -9665193.000000 Penalty: 5609.402344
	Iteration 15Q: 3 clusters Score -9665193 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -9665516.000000 Penalty: 5609.402344
	Iteration 16Q: 3 clusters Score -9665516 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -9665836.000000 Penalty: 5609.402344
	Iteration 17Q: 3 clusters Score -9665836 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -9666187.000000 Penalty: 5609.402344
	Iteration 18Q: 3 clusters Score -9666187 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -9666557.000000 Penalty: 5609.402344
	Iteration 19Q: 3 clusters Score -9666557 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -9666877.000000 Penalty: 5609.402344
	Iteration 20F: 3 clusters Score -9666877 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -9667219.000000 Penalty: 5609.402344
	Iteration 21Q: 3 clusters Score -9667219 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -9667508.000000 Penalty: 5609.402344
	Iteration 22Q: 3 clusters Score -9667508 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -9667875.000000 Penalty: 5609.402344
	Iteration 23Q: 3 clusters Score -9667875 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -9668185.000000 Penalty: 5609.402344
	Iteration 24Q: 3 clusters Score -9668185 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -9668459.000000 Penalty: 5609.402344
	Iteration 25Q: 3 clusters Score -9668459 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -9668700.000000 Penalty: 5609.402344
	Iteration 26Q: 3 clusters Score -9668700 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -9668935.000000 Penalty: 5609.402344
	Iteration 27Q: 3 clusters Score -9668935 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -9669127.000000 Penalty: 5609.402344
	Iteration 28Q: 3 clusters Score -9669127 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -9669361.000000 Penalty: 5609.402344
	Iteration 29Q: 3 clusters Score -9669361 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -9669563.000000 Penalty: 5609.402344
	Iteration 30Q: 3 clusters Score -9669563 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -9669681.000000 Penalty: 5609.402344
	Iteration 31Q: 3 clusters Score -9669681 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -9669830.000000 Penalty: 5609.402344
	Iteration 32Q: 3 clusters Score -9669830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -9669952.000000 Penalty: 5609.402344
	Iteration 33Q: 3 clusters Score -9669952 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -9670059.000000 Penalty: 5609.402344
	Iteration 34Q: 3 clusters Score -9670059 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -9670163.000000 Penalty: 5609.402344
	Iteration 35Q: 3 clusters Score -9670163 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -9670234.000000 Penalty: 5609.402344
	Iteration 36Q: 3 clusters Score -9670234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -9670272.000000 Penalty: 5609.402344
	Iteration 37Q: 3 clusters Score -9670272 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -9670323.000000 Penalty: 5609.402344
	Iteration 38Q: 3 clusters Score -9670323 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -9670373.000000 Penalty: 5609.402344
	Iteration 39Q: 3 clusters Score -9670373 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -9670440.000000 Penalty: 5609.402344
	Iteration 40F: 3 clusters Score -9670440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -9670487.000000 Penalty: 5609.402344
	Iteration 41Q: 3 clusters Score -9670487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -9670504.000000 Penalty: 5609.402344
	Iteration 42Q: 3 clusters Score -9670504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -9670515.000000 Penalty: 5609.402344
	Iteration 43Q: 3 clusters Score -9670515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -9670528.000000 Penalty: 5609.402344
	Iteration 44Q: 3 clusters Score -9670528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -9670518.000000 Penalty: 5609.402344
	Iteration 45Q: 3 clusters Score -9670518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -9670522.000000 Penalty: 5609.402344
	Iteration 46Q: 3 clusters Score -9670522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9670525.000000 Penalty: 5609.402344
	Iteration 47Q: 3 clusters Score -9670525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -9670534.000000 Penalty: 5609.402344
	Iteration 48Q: 3 clusters Score -9670534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -9670531.000000 Penalty: 5609.402344
	Iteration 49Q: 3 clusters Score -9670531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -9670526.000000 Penalty: 5609.402344
	Iteration 50Q: 3 clusters Score -9670526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -9670523.000000 Penalty: 5609.402344
	Iteration 51Q: 3 clusters Score -9670523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -9670538.000000 Penalty: 5609.402344
	Iteration 52Q: 3 clusters Score -9670538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -9670551.000000 Penalty: 5609.402344
	Iteration 53Q: 3 clusters Score -9670551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -9670545.000000 Penalty: 5609.402344
	Iteration 54Q: 3 clusters Score -9670545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -9670552.000000 Penalty: 5609.402344
	Iteration 55Q: 3 clusters Score -9670552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -9670539.000000 Penalty: 5609.402344
	Iteration 56Q: 3 clusters Score -9670539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -9670557.000000 Penalty: 5609.402344
	Iteration 57Q: 3 clusters Score -9670557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -9670571.000000 Penalty: 5609.402344
	Iteration 58Q: 3 clusters Score -9670571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -9670579.000000 Penalty: 5609.402344
	Iteration 59Q: 3 clusters Score -9670579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -9670591.000000 Penalty: 5609.402344
	Iteration 60F: 3 clusters Score -9670591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -9670607.000000 Penalty: 5609.402344
	Iteration 61Q: 3 clusters Score -9670607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -9670599.000000 Penalty: 5609.402344
	Iteration 62Q: 3 clusters Score -9670599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -9670605.000000 Penalty: 5609.402344
	Iteration 63Q: 3 clusters Score -9670605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9670610.000000 Penalty: 5609.402344
	Iteration 64Q: 3 clusters Score -9670610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -9670606.000000 Penalty: 5609.402344
	Iteration 65Q: 3 clusters Score -9670606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -9670599.000000 Penalty: 5609.402344
	Iteration 66Q: 3 clusters Score -9670599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -9670618.000000 Penalty: 5609.402344
	Iteration 67Q: 3 clusters Score -9670618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -9670624.000000 Penalty: 5609.402344
	Iteration 68Q: 3 clusters Score -9670624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -9670629.000000 Penalty: 5609.402344
	Iteration 69Q: 3 clusters Score -9670629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -9670627.000000 Penalty: 5609.402344
	Iteration 70Q: 3 clusters Score -9670627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -9670640.000000 Penalty: 5609.402344
	Iteration 71Q: 3 clusters Score -9670640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -9670646.000000 Penalty: 5609.402344
	Iteration 72Q: 3 clusters Score -9670646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -9670644.000000 Penalty: 5609.402344
	Iteration 73Q: 3 clusters Score -9670644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -9670652.000000 Penalty: 5609.402344
	Iteration 74Q: 3 clusters Score -9670652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -9670662.000000 Penalty: 5609.402344
	Iteration 75Q: 3 clusters Score -9670662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -9670659.000000 Penalty: 5609.402344
	Iteration 76Q: 3 clusters Score -9670659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -9670659.000000 Penalty: 5609.402344
	Iteration 77Q: 3 clusters Score -9670659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -9670658.000000 Penalty: 5609.402344
	Iteration 78Q: 3 clusters Score -9670658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -9670668.000000 Penalty: 5609.402344
	Iteration 79Q: 3 clusters Score -9670668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -9670677.000000 Penalty: 5609.402344
	Iteration 80F: 3 clusters Score -9670677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -9670682.000000 Penalty: 5609.402344
	Iteration 81Q: 3 clusters Score -9670682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -9670678.000000 Penalty: 5609.402344
	Iteration 82Q: 3 clusters Score -9670678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -9670672.000000 Penalty: 5609.402344
	Iteration 83Q: 3 clusters Score -9670672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -9670672.000000 Penalty: 5609.402344
	Iteration 84Q: 3 clusters Score -9670672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -9670672.000000 Penalty: 5609.402344
	Iteration 85F: 3 clusters Score -9670672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Entering Unmasked Estep 
Score: -8803555.000000 Penalty: 2791.383545
	Iteration 0F: 2 clusters Score -8803555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8751623.000000 Penalty: 5582.767090
	Iteration 0F: 3 clusters Score -8751623 nChanged 36422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8772129.000000 Penalty: 5582.767090
	Iteration 1F: 3 clusters Score -8772129 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -8772663.000000 Penalty: 5582.767090
	Iteration 2Q: 3 clusters Score -8772663 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8773135.000000 Penalty: 5582.767090
	Iteration 3Q: 3 clusters Score -8773135 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -8773661.000000 Penalty: 5582.767090
	Iteration 4Q: 3 clusters Score -8773661 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -8774109.000000 Penalty: 5582.767090
	Iteration 5Q: 3 clusters Score -8774109 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8774799.000000 Penalty: 5582.767090
	Iteration 6Q: 3 clusters Score -8774799 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8775734.000000 Penalty: 5582.767090
	Iteration 7Q: 3 clusters Score -8775734 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8777215.000000 Penalty: 5582.767090
	Iteration 8Q: 3 clusters Score -8777215 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -8779489.000000 Penalty: 5582.767090
	Iteration 9F: 3 clusters Score -8779489 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -8782889.000000 Penalty: 5582.767090
	Iteration 10F: 3 clusters Score -8782889 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8787103.000000 Penalty: 5582.767090
	Iteration 11F: 3 clusters Score -8787103 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -8791454.000000 Penalty: 5582.767090
	Iteration 12F: 3 clusters Score -8791454 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -8795136.000000 Penalty: 5582.767090
	Iteration 13F: 3 clusters Score -8795136 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -8797786.000000 Penalty: 5582.767090
	Iteration 14Q: 3 clusters Score -8797786 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -8799441.000000 Penalty: 5582.767090
	Iteration 15Q: 3 clusters Score -8799441 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -8800333.000000 Penalty: 5582.767090
	Iteration 16Q: 3 clusters Score -8800333 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -8800709.000000 Penalty: 5582.767090
	Iteration 17Q: 3 clusters Score -8800709 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -8800862.000000 Penalty: 5582.767090
	Iteration 18Q: 3 clusters Score -8800862 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -8800958.000000 Penalty: 5582.767090
	Iteration 19Q: 3 clusters Score -8800958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -8801019.000000 Penalty: 5582.767090
	Iteration 20F: 3 clusters Score -8801019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -8801074.000000 Penalty: 5582.767090
	Iteration 21Q: 3 clusters Score -8801074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -8801088.000000 Penalty: 5582.767090
	Iteration 22Q: 3 clusters Score -8801088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -8801090.000000 Penalty: 5582.767090
	Iteration 23Q: 3 clusters Score -8801090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -8801095.000000 Penalty: 5582.767090
	Iteration 24Q: 3 clusters Score -8801095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -8801108.000000 Penalty: 5582.767090
	Iteration 25Q: 3 clusters Score -8801108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -8801114.000000 Penalty: 5582.767090
	Iteration 26Q: 3 clusters Score -8801114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -8801116.000000 Penalty: 5582.767090
	Iteration 27Q: 3 clusters Score -8801116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -8801122.000000 Penalty: 5582.767090
	Iteration 28Q: 3 clusters Score -8801122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -8801122.000000 Penalty: 5582.767090
	Iteration 29Q: 3 clusters Score -8801122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -8801125.000000 Penalty: 5582.767090
	Iteration 30Q: 3 clusters Score -8801125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -8801131.000000 Penalty: 5582.767090
	Iteration 31Q: 3 clusters Score -8801131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -8801131.000000 Penalty: 5582.767090
	Iteration 32Q: 3 clusters Score -8801131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -8801129.000000 Penalty: 5582.767090
	Iteration 33Q: 3 clusters Score -8801129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -8801127.000000 Penalty: 5582.767090
	Iteration 34Q: 3 clusters Score -8801127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -8801127.000000 Penalty: 5582.767090
	Iteration 35Q: 3 clusters Score -8801127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -8801127.000000 Penalty: 5582.767090
	Iteration 36F: 3 clusters Score -8801127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Entering Unmasked Estep 
Score: -655641.625000 Penalty: 2160.601318
	Iteration 0F: 2 clusters Score -655641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -650467.187500 Penalty: 4321.202637
	Iteration 0F: 3 clusters Score -650467.2 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -651962.187500 Penalty: 4321.202637
	Iteration 1F: 3 clusters Score -651962.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -652391.062500 Penalty: 4321.202637
	Iteration 2F: 3 clusters Score -652391.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -652666.687500 Penalty: 4321.202637
	Iteration 3F: 3 clusters Score -652666.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -652874.812500 Penalty: 4321.202637
	Iteration 4F: 3 clusters Score -652874.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -653054.000000 Penalty: 4321.202637
	Iteration 5Q: 3 clusters Score -653054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -653193.437500 Penalty: 4321.202637
	Iteration 6Q: 3 clusters Score -653193.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -653341.875000 Penalty: 4321.202637
	Iteration 7Q: 3 clusters Score -653341.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -653475.250000 Penalty: 4321.202637
	Iteration 8Q: 3 clusters Score -653475.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -653591.125000 Penalty: 4321.202637
	Iteration 9Q: 3 clusters Score -653591.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -653673.062500 Penalty: 4321.202637
	Iteration 10Q: 3 clusters Score -653673.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -653757.812500 Penalty: 4321.202637
	Iteration 11Q: 3 clusters Score -653757.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -653836.000000 Penalty: 4321.202637
	Iteration 12Q: 3 clusters Score -653836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -653912.562500 Penalty: 4321.202637
	Iteration 13Q: 3 clusters Score -653912.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -654001.562500 Penalty: 4321.202637
	Iteration 14Q: 3 clusters Score -654001.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -654087.562500 Penalty: 4321.202637
	Iteration 15Q: 3 clusters Score -654087.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -654179.437500 Penalty: 4321.202637
	Iteration 16Q: 3 clusters Score -654179.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -654259.312500 Penalty: 4321.202637
	Iteration 17Q: 3 clusters Score -654259.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -654319.250000 Penalty: 4321.202637
	Iteration 18Q: 3 clusters Score -654319.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -654367.312500 Penalty: 4321.202637
	Iteration 19Q: 3 clusters Score -654367.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -654412.312500 Penalty: 4321.202637
	Iteration 20F: 3 clusters Score -654412.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -654460.437500 Penalty: 4321.202637
	Iteration 21Q: 3 clusters Score -654460.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -654502.500000 Penalty: 4321.202637
	Iteration 22Q: 3 clusters Score -654502.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -654539.562500 Penalty: 4321.202637
	Iteration 23Q: 3 clusters Score -654539.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -654564.250000 Penalty: 4321.202637
	Iteration 24Q: 3 clusters Score -654564.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -654582.312500 Penalty: 4321.202637
	Iteration 25Q: 3 clusters Score -654582.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -654596.500000 Penalty: 4321.202637
	Iteration 26Q: 3 clusters Score -654596.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -654606.937500 Penalty: 4321.202637
	Iteration 27Q: 3 clusters Score -654606.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -654619.250000 Penalty: 4321.202637
	Iteration 28Q: 3 clusters Score -654619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -654623.187500 Penalty: 4321.202637
	Iteration 29Q: 3 clusters Score -654623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -654627.625000 Penalty: 4321.202637
	Iteration 30Q: 3 clusters Score -654627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -654632.000000 Penalty: 4321.202637
	Iteration 31Q: 3 clusters Score -654632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -654636.250000 Penalty: 4321.202637
	Iteration 32Q: 3 clusters Score -654636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -654641.250000 Penalty: 4321.202637
	Iteration 33Q: 3 clusters Score -654641.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -654645.062500 Penalty: 4321.202637
	Iteration 34Q: 3 clusters Score -654645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -654648.062500 Penalty: 4321.202637
	Iteration 35Q: 3 clusters Score -654648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -654653.500000 Penalty: 4321.202637
	Iteration 36Q: 3 clusters Score -654653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -654659.062500 Penalty: 4321.202637
	Iteration 37Q: 3 clusters Score -654659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -654659.937500 Penalty: 4321.202637
	Iteration 38Q: 3 clusters Score -654659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -654664.250000 Penalty: 4321.202637
	Iteration 39Q: 3 clusters Score -654664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -654673.500000 Penalty: 4321.202637
	Iteration 40F: 3 clusters Score -654673.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -654683.062500 Penalty: 4321.202637
	Iteration 41Q: 3 clusters Score -654683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -654687.000000 Penalty: 4321.202637
	Iteration 42Q: 3 clusters Score -654687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -654688.187500 Penalty: 4321.202637
	Iteration 43Q: 3 clusters Score -654688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -654689.375000 Penalty: 4321.202637
	Iteration 44Q: 3 clusters Score -654689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -654688.562500 Penalty: 4321.202637
	Iteration 45Q: 3 clusters Score -654688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -654689.812500 Penalty: 4321.202637
	Iteration 46Q: 3 clusters Score -654689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -654692.000000 Penalty: 4321.202637
	Iteration 47Q: 3 clusters Score -654692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -654692.437500 Penalty: 4321.202637
	Iteration 48Q: 3 clusters Score -654692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -654692.812500 Penalty: 4321.202637
	Iteration 49Q: 3 clusters Score -654692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -654694.812500 Penalty: 4321.202637
	Iteration 50Q: 3 clusters Score -654694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -654694.062500 Penalty: 4321.202637
	Iteration 51Q: 3 clusters Score -654694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -654695.625000 Penalty: 4321.202637
	Iteration 52Q: 3 clusters Score -654695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -654695.625000 Penalty: 4321.202637
	Iteration 53F: 3 clusters Score -654695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -147958.734375 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -147958.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145815.015625 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -145815 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -146160.687500 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -146160.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -146293.000000 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -146293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146376.296875 Penalty: 3559.042969
	Iteration 3Q: 3 clusters Score -146376.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146439.703125 Penalty: 3559.042969
	Iteration 4Q: 3 clusters Score -146439.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146501.406250 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -146501.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -146609.250000 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -146609.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -146797.890625 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -146797.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147272.671875 Penalty: 3559.042969
	Iteration 8F: 3 clusters Score -147272.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -147483.328125 Penalty: 3559.042969
	Iteration 9F: 3 clusters Score -147483.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147692.890625 Penalty: 3559.042969
	Iteration 10F: 3 clusters Score -147692.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -147856.203125 Penalty: 3559.042969
	Iteration 11F: 3 clusters Score -147856.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -148019.500000 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -148019.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -148109.203125 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -148109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -148137.437500 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -148137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -148151.687500 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -148151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -148158.781250 Penalty: 3559.042969
	Iteration 16Q: 3 clusters Score -148158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -148163.671875 Penalty: 3559.042969
	Iteration 17Q: 3 clusters Score -148163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -148164.531250 Penalty: 3559.042969
	Iteration 18Q: 3 clusters Score -148164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -148164.531250 Penalty: 3559.042969
	Iteration 19F: 3 clusters Score -148164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77744 members 
Mstep: Class 5 contains 171837 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303183 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 153776 members 
Mstep: Class 12 contains 81575 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1143 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 14300 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 159425 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47652 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 164 members 
Entering Unmasked Estep 
Score: -184004640.000000 Penalty: 120512.656250
Splitting cluster 15 changes total score from -184007264.000000 to -184004640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -96420.070312 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -96420.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94553.992188 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -94553.99 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94869.132812 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -94869.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -94997.117188 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -94997.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95151.929688 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -95151.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95330.468750 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -95330.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95550.500000 Penalty: 3380.557373
	Iteration 5F: 3 clusters Score -95550.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -95820.359375 Penalty: 3380.557373
	Iteration 6F: 3 clusters Score -95820.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96042.898438 Penalty: 3380.557373
	Iteration 7F: 3 clusters Score -96042.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96169.953125 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -96169.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96270.625000 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -96270.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96332.421875 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -96332.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96352.945312 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -96352.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96368.625000 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -96368.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96422.945312 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -96422.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96439.109375 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -96439.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96439.109375 Penalty: 3380.557373
	Iteration 15F: 3 clusters Score -96439.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77744 members 
Mstep: Class 5 contains 171837 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303183 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 153776 members 
Mstep: Class 12 contains 81575 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 506 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 14300 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 159425 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47652 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 406 members 
Entering Unmasked Estep 
Score: -184005264.000000 Penalty: 120512.656250
Splitting cluster 16 changes total score from -184007264.000000 to -184005264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -451352.687500 Penalty: 2065.276123
	Iteration 0F: 2 clusters Score -451352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -447391.093750 Penalty: 4130.552246
	Iteration 0F: 3 clusters Score -447391.1 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -448327.843750 Penalty: 4130.552246
	Iteration 1F: 3 clusters Score -448327.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -448550.625000 Penalty: 4130.552246
	Iteration 2F: 3 clusters Score -448550.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -448720.562500 Penalty: 4130.552246
	Iteration 3F: 3 clusters Score -448720.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -448840.906250 Penalty: 4130.552246
	Iteration 4Q: 3 clusters Score -448840.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -448944.843750 Penalty: 4130.552246
	Iteration 5Q: 3 clusters Score -448944.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -449040.843750 Penalty: 4130.552246
	Iteration 6Q: 3 clusters Score -449040.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -449145.843750 Penalty: 4130.552246
	Iteration 7Q: 3 clusters Score -449145.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -449270.468750 Penalty: 4130.552246
	Iteration 8Q: 3 clusters Score -449270.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449393.875000 Penalty: 4130.552246
	Iteration 9Q: 3 clusters Score -449393.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -449512.406250 Penalty: 4130.552246
	Iteration 10Q: 3 clusters Score -449512.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -449632.562500 Penalty: 4130.552246
	Iteration 11Q: 3 clusters Score -449632.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -449738.125000 Penalty: 4130.552246
	Iteration 12Q: 3 clusters Score -449738.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -449816.312500 Penalty: 4130.552246
	Iteration 13Q: 3 clusters Score -449816.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -449888.656250 Penalty: 4130.552246
	Iteration 14Q: 3 clusters Score -449888.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -449949.843750 Penalty: 4130.552246
	Iteration 15Q: 3 clusters Score -449949.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -450007.906250 Penalty: 4130.552246
	Iteration 16Q: 3 clusters Score -450007.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -450055.843750 Penalty: 4130.552246
	Iteration 17Q: 3 clusters Score -450055.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -450085.718750 Penalty: 4130.552246
	Iteration 18Q: 3 clusters Score -450085.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -450102.593750 Penalty: 4130.552246
	Iteration 19Q: 3 clusters Score -450102.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -450115.500000 Penalty: 4130.552246
	Iteration 20F: 3 clusters Score -450115.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -450122.375000 Penalty: 4130.552246
	Iteration 21Q: 3 clusters Score -450122.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -450132.156250 Penalty: 4130.552246
	Iteration 22Q: 3 clusters Score -450132.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -450141.125000 Penalty: 4130.552246
	Iteration 23Q: 3 clusters Score -450141.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -450145.906250 Penalty: 4130.552246
	Iteration 24Q: 3 clusters Score -450145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -450154.406250 Penalty: 4130.552246
	Iteration 25Q: 3 clusters Score -450154.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -450161.968750 Penalty: 4130.552246
	Iteration 26Q: 3 clusters Score -450162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -450170.812500 Penalty: 4130.552246
	Iteration 27Q: 3 clusters Score -450170.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -450180.687500 Penalty: 4130.552246
	Iteration 28Q: 3 clusters Score -450180.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -450193.656250 Penalty: 4130.552246
	Iteration 29Q: 3 clusters Score -450193.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -450210.625000 Penalty: 4130.552246
	Iteration 30Q: 3 clusters Score -450210.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -450225.531250 Penalty: 4130.552246
	Iteration 31Q: 3 clusters Score -450225.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -450233.500000 Penalty: 4130.552246
	Iteration 32Q: 3 clusters Score -450233.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -450246.406250 Penalty: 4130.552246
	Iteration 33Q: 3 clusters Score -450246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -450251.593750 Penalty: 4130.552246
	Iteration 34Q: 3 clusters Score -450251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -450254.937500 Penalty: 4130.552246
	Iteration 35Q: 3 clusters Score -450254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -450256.375000 Penalty: 4130.552246
	Iteration 36Q: 3 clusters Score -450256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -450258.843750 Penalty: 4130.552246
	Iteration 37Q: 3 clusters Score -450258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -450260.968750 Penalty: 4130.552246
	Iteration 38Q: 3 clusters Score -450261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -450262.281250 Penalty: 4130.552246
	Iteration 39Q: 3 clusters Score -450262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -450264.375000 Penalty: 4130.552246
	Iteration 40F: 3 clusters Score -450264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -450267.531250 Penalty: 4130.552246
	Iteration 41Q: 3 clusters Score -450267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -450269.750000 Penalty: 4130.552246
	Iteration 42Q: 3 clusters Score -450269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -450270.343750 Penalty: 4130.552246
	Iteration 43Q: 3 clusters Score -450270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -450271.312500 Penalty: 4130.552246
	Iteration 44Q: 3 clusters Score -450271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -450274.093750 Penalty: 4130.552246
	Iteration 45Q: 3 clusters Score -450274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -450276.156250 Penalty: 4130.552246
	Iteration 46Q: 3 clusters Score -450276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -450277.656250 Penalty: 4130.552246
	Iteration 47Q: 3 clusters Score -450277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -450277.343750 Penalty: 4130.552246
	Iteration 48Q: 3 clusters Score -450277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -450278.250000 Penalty: 4130.552246
	Iteration 49Q: 3 clusters Score -450278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -450278.250000 Penalty: 4130.552246
	Iteration 50Q: 3 clusters Score -450278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -450278.250000 Penalty: 4130.552246
	Iteration 51F: 3 clusters Score -450278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Entering Unmasked Estep 
Score: -5521842.000000 Penalty: 2667.542725
	Iteration 0F: 2 clusters Score -5521842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5490196.000000 Penalty: 5335.085449
	Iteration 0F: 3 clusters Score -5490196 nChanged 21674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5502387.000000 Penalty: 5335.085449
	Iteration 1F: 3 clusters Score -5502387 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5503284.500000 Penalty: 5335.085449
	Iteration 2Q: 3 clusters Score -5503284 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5504543.000000 Penalty: 5335.085449
	Iteration 3Q: 3 clusters Score -5504543 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5506449.000000 Penalty: 5335.085449
	Iteration 4F: 3 clusters Score -5506449 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -5508723.000000 Penalty: 5335.085449
	Iteration 5F: 3 clusters Score -5508723 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5511321.500000 Penalty: 5335.085449
	Iteration 6F: 3 clusters Score -5511322 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -5513645.000000 Penalty: 5335.085449
	Iteration 7F: 3 clusters Score -5513645 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -5515335.500000 Penalty: 5335.085449
	Iteration 8F: 3 clusters Score -5515336 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5516526.500000 Penalty: 5335.085449
	Iteration 9Q: 3 clusters Score -5516526 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5517406.500000 Penalty: 5335.085449
	Iteration 10Q: 3 clusters Score -5517406 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5518128.000000 Penalty: 5335.085449
	Iteration 11Q: 3 clusters Score -5518128 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5518797.500000 Penalty: 5335.085449
	Iteration 12Q: 3 clusters Score -5518798 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5519370.000000 Penalty: 5335.085449
	Iteration 13Q: 3 clusters Score -5519370 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5519795.500000 Penalty: 5335.085449
	Iteration 14Q: 3 clusters Score -5519796 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5520168.000000 Penalty: 5335.085449
	Iteration 15Q: 3 clusters Score -5520168 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5520447.500000 Penalty: 5335.085449
	Iteration 16Q: 3 clusters Score -5520448 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5520638.000000 Penalty: 5335.085449
	Iteration 17Q: 3 clusters Score -5520638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5520763.500000 Penalty: 5335.085449
	Iteration 18Q: 3 clusters Score -5520764 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5520851.500000 Penalty: 5335.085449
	Iteration 19Q: 3 clusters Score -5520852 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -5520927.000000 Penalty: 5335.085449
	Iteration 20F: 3 clusters Score -5520927 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5521001.000000 Penalty: 5335.085449
	Iteration 21Q: 3 clusters Score -5521001 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -5521051.000000 Penalty: 5335.085449
	Iteration 22Q: 3 clusters Score -5521051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5521082.000000 Penalty: 5335.085449
	Iteration 23Q: 3 clusters Score -5521082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -5521110.000000 Penalty: 5335.085449
	Iteration 24Q: 3 clusters Score -5521110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5521127.000000 Penalty: 5335.085449
	Iteration 25Q: 3 clusters Score -5521127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5521143.500000 Penalty: 5335.085449
	Iteration 26Q: 3 clusters Score -5521144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5521138.500000 Penalty: 5335.085449
	Iteration 27Q: 3 clusters Score -5521138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -5521145.000000 Penalty: 5335.085449
	Iteration 28Q: 3 clusters Score -5521145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5521137.000000 Penalty: 5335.085449
	Iteration 29Q: 3 clusters Score -5521137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -5521142.000000 Penalty: 5335.085449
	Iteration 30Q: 3 clusters Score -5521142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5521141.000000 Penalty: 5335.085449
	Iteration 31Q: 3 clusters Score -5521141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5521137.000000 Penalty: 5335.085449
	Iteration 32Q: 3 clusters Score -5521137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -5521138.000000 Penalty: 5335.085449
	Iteration 33Q: 3 clusters Score -5521138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -5521142.000000 Penalty: 5335.085449
	Iteration 34Q: 3 clusters Score -5521142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5521147.000000 Penalty: 5335.085449
	Iteration 35Q: 3 clusters Score -5521147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5521146.000000 Penalty: 5335.085449
	Iteration 36Q: 3 clusters Score -5521146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5521145.500000 Penalty: 5335.085449
	Iteration 37Q: 3 clusters Score -5521146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5521152.000000 Penalty: 5335.085449
	Iteration 38Q: 3 clusters Score -5521152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5521148.500000 Penalty: 5335.085449
	Iteration 39Q: 3 clusters Score -5521148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5521155.500000 Penalty: 5335.085449
	Iteration 40F: 3 clusters Score -5521156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5521154.000000 Penalty: 5335.085449
	Iteration 41Q: 3 clusters Score -5521154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5521160.500000 Penalty: 5335.085449
	Iteration 42Q: 3 clusters Score -5521160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -5521167.500000 Penalty: 5335.085449
	Iteration 43Q: 3 clusters Score -5521168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5521164.000000 Penalty: 5335.085449
	Iteration 44Q: 3 clusters Score -5521164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -5521164.000000 Penalty: 5335.085449
	Iteration 45F: 3 clusters Score -5521164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Entering Unmasked Estep 
Score: -6184098.000000 Penalty: 2692.817139
	Iteration 0F: 2 clusters Score -6184098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -6149139.000000 Penalty: 5385.634277
	Iteration 0F: 3 clusters Score -6149139 nChanged 24095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -6162511.500000 Penalty: 5385.634277
	Iteration 1F: 3 clusters Score -6162512 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -6163107.500000 Penalty: 5385.634277
	Iteration 2Q: 3 clusters Score -6163108 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -6163762.500000 Penalty: 5385.634277
	Iteration 3Q: 3 clusters Score -6163762 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6164561.000000 Penalty: 5385.634277
	Iteration 4Q: 3 clusters Score -6164561 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6165379.000000 Penalty: 5385.634277
	Iteration 5Q: 3 clusters Score -6165379 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -6166296.500000 Penalty: 5385.634277
	Iteration 6Q: 3 clusters Score -6166296 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6167352.000000 Penalty: 5385.634277
	Iteration 7Q: 3 clusters Score -6167352 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -6168591.500000 Penalty: 5385.634277
	Iteration 8Q: 3 clusters Score -6168592 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -6170006.500000 Penalty: 5385.634277
	Iteration 9Q: 3 clusters Score -6170006 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6171558.000000 Penalty: 5385.634277
	Iteration 10Q: 3 clusters Score -6171558 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6173311.000000 Penalty: 5385.634277
	Iteration 11Q: 3 clusters Score -6173311 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -6175055.500000 Penalty: 5385.634277
	Iteration 12Q: 3 clusters Score -6175056 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6176755.000000 Penalty: 5385.634277
	Iteration 13Q: 3 clusters Score -6176755 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6178119.500000 Penalty: 5385.634277
	Iteration 14Q: 3 clusters Score -6178120 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6179114.000000 Penalty: 5385.634277
	Iteration 15Q: 3 clusters Score -6179114 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6179862.000000 Penalty: 5385.634277
	Iteration 16Q: 3 clusters Score -6179862 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6180317.000000 Penalty: 5385.634277
	Iteration 17Q: 3 clusters Score -6180317 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6180708.000000 Penalty: 5385.634277
	Iteration 18Q: 3 clusters Score -6180708 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6180956.000000 Penalty: 5385.634277
	Iteration 19Q: 3 clusters Score -6180956 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6181143.500000 Penalty: 5385.634277
	Iteration 20F: 3 clusters Score -6181144 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6181291.500000 Penalty: 5385.634277
	Iteration 21Q: 3 clusters Score -6181292 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6181416.500000 Penalty: 5385.634277
	Iteration 22Q: 3 clusters Score -6181416 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6181500.000000 Penalty: 5385.634277
	Iteration 23Q: 3 clusters Score -6181500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6181550.000000 Penalty: 5385.634277
	Iteration 24Q: 3 clusters Score -6181550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6181608.500000 Penalty: 5385.634277
	Iteration 25Q: 3 clusters Score -6181608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6181658.000000 Penalty: 5385.634277
	Iteration 26Q: 3 clusters Score -6181658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6181695.500000 Penalty: 5385.634277
	Iteration 27Q: 3 clusters Score -6181696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6181725.500000 Penalty: 5385.634277
	Iteration 28Q: 3 clusters Score -6181726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6181760.500000 Penalty: 5385.634277
	Iteration 29Q: 3 clusters Score -6181760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6181770.000000 Penalty: 5385.634277
	Iteration 30Q: 3 clusters Score -6181770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6181798.000000 Penalty: 5385.634277
	Iteration 31Q: 3 clusters Score -6181798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6181796.500000 Penalty: 5385.634277
	Iteration 32Q: 3 clusters Score -6181796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6181796.500000 Penalty: 5385.634277
	Iteration 33Q: 3 clusters Score -6181796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6181808.500000 Penalty: 5385.634277
	Iteration 34Q: 3 clusters Score -6181808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6181819.500000 Penalty: 5385.634277
	Iteration 35Q: 3 clusters Score -6181820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6181827.500000 Penalty: 5385.634277
	Iteration 36Q: 3 clusters Score -6181828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6181824.500000 Penalty: 5385.634277
	Iteration 37Q: 3 clusters Score -6181824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6181827.000000 Penalty: 5385.634277
	Iteration 38Q: 3 clusters Score -6181827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6181828.000000 Penalty: 5385.634277
	Iteration 39Q: 3 clusters Score -6181828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6181827.500000 Penalty: 5385.634277
	Iteration 40F: 3 clusters Score -6181828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6181830.500000 Penalty: 5385.634277
	Iteration 41Q: 3 clusters Score -6181830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6181834.500000 Penalty: 5385.634277
	Iteration 42Q: 3 clusters Score -6181834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6181834.500000 Penalty: 5385.634277
	Iteration 43F: 3 clusters Score -6181834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Entering Unmasked Estep 
Score: -4373228.500000 Penalty: 2606.517334
	Iteration 0F: 2 clusters Score -4373228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -4348333.000000 Penalty: 5213.034668
	Iteration 0F: 3 clusters Score -4348333 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4357530.000000 Penalty: 5213.034668
	Iteration 1F: 3 clusters Score -4357530 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4358099.000000 Penalty: 5213.034668
	Iteration 2Q: 3 clusters Score -4358099 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4358686.000000 Penalty: 5213.034668
	Iteration 3Q: 3 clusters Score -4358686 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4359491.500000 Penalty: 5213.034668
	Iteration 4Q: 3 clusters Score -4359492 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4360749.500000 Penalty: 5213.034668
	Iteration 5F: 3 clusters Score -4360750 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -4362596.500000 Penalty: 5213.034668
	Iteration 6F: 3 clusters Score -4362596 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4364924.500000 Penalty: 5213.034668
	Iteration 7F: 3 clusters Score -4364924 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4367310.500000 Penalty: 5213.034668
	Iteration 8F: 3 clusters Score -4367310 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4369116.500000 Penalty: 5213.034668
	Iteration 9Q: 3 clusters Score -4369116 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4370144.500000 Penalty: 5213.034668
	Iteration 10Q: 3 clusters Score -4370144 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4370627.000000 Penalty: 5213.034668
	Iteration 11Q: 3 clusters Score -4370627 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4370854.000000 Penalty: 5213.034668
	Iteration 12Q: 3 clusters Score -4370854 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4370962.500000 Penalty: 5213.034668
	Iteration 13Q: 3 clusters Score -4370962 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4371031.000000 Penalty: 5213.034668
	Iteration 14Q: 3 clusters Score -4371031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4371072.000000 Penalty: 5213.034668
	Iteration 15Q: 3 clusters Score -4371072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4371121.000000 Penalty: 5213.034668
	Iteration 16Q: 3 clusters Score -4371121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4371142.500000 Penalty: 5213.034668
	Iteration 17Q: 3 clusters Score -4371142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4371170.000000 Penalty: 5213.034668
	Iteration 18Q: 3 clusters Score -4371170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4371183.500000 Penalty: 5213.034668
	Iteration 19Q: 3 clusters Score -4371184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4371179.500000 Penalty: 5213.034668
	Iteration 20F: 3 clusters Score -4371180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4371189.000000 Penalty: 5213.034668
	Iteration 21Q: 3 clusters Score -4371189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4371195.500000 Penalty: 5213.034668
	Iteration 22Q: 3 clusters Score -4371196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4371210.000000 Penalty: 5213.034668
	Iteration 23Q: 3 clusters Score -4371210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4371212.000000 Penalty: 5213.034668
	Iteration 24Q: 3 clusters Score -4371212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4371210.000000 Penalty: 5213.034668
	Iteration 25Q: 3 clusters Score -4371210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4371215.000000 Penalty: 5213.034668
	Iteration 26Q: 3 clusters Score -4371215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4371226.500000 Penalty: 5213.034668
	Iteration 27Q: 3 clusters Score -4371226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4371234.500000 Penalty: 5213.034668
	Iteration 28Q: 3 clusters Score -4371234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4371227.000000 Penalty: 5213.034668
	Iteration 29Q: 3 clusters Score -4371227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4371231.000000 Penalty: 5213.034668
	Iteration 30Q: 3 clusters Score -4371231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4371241.500000 Penalty: 5213.034668
	Iteration 31Q: 3 clusters Score -4371242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -4371243.000000 Penalty: 5213.034668
	Iteration 32Q: 3 clusters Score -4371243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4371241.000000 Penalty: 5213.034668
	Iteration 33Q: 3 clusters Score -4371241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4371239.000000 Penalty: 5213.034668
	Iteration 34Q: 3 clusters Score -4371239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4371244.500000 Penalty: 5213.034668
	Iteration 35Q: 3 clusters Score -4371244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4371243.000000 Penalty: 5213.034668
	Iteration 36Q: 3 clusters Score -4371243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4371252.500000 Penalty: 5213.034668
	Iteration 37Q: 3 clusters Score -4371252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4371256.000000 Penalty: 5213.034668
	Iteration 38Q: 3 clusters Score -4371256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4371253.500000 Penalty: 5213.034668
	Iteration 39Q: 3 clusters Score -4371254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -4371258.500000 Penalty: 5213.034668
	Iteration 40F: 3 clusters Score -4371258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4371264.500000 Penalty: 5213.034668
	Iteration 41Q: 3 clusters Score -4371264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4371267.500000 Penalty: 5213.034668
	Iteration 42Q: 3 clusters Score -4371268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4371268.500000 Penalty: 5213.034668
	Iteration 43Q: 3 clusters Score -4371268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4371263.500000 Penalty: 5213.034668
	Iteration 44Q: 3 clusters Score -4371264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4371265.000000 Penalty: 5213.034668
	Iteration 45Q: 3 clusters Score -4371265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4371267.500000 Penalty: 5213.034668
	Iteration 46Q: 3 clusters Score -4371268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4371269.000000 Penalty: 5213.034668
	Iteration 47Q: 3 clusters Score -4371269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4371269.000000 Penalty: 5213.034668
	Iteration 48F: 3 clusters Score -4371269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -1638634.000000 Penalty: 2372.867676
	Iteration 0F: 2 clusters Score -1638634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1628251.375000 Penalty: 4745.735352
	Iteration 0F: 3 clusters Score -1628251 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1631405.000000 Penalty: 4745.735352
	Iteration 1F: 3 clusters Score -1631405 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1631767.000000 Penalty: 4745.735352
	Iteration 2F: 3 clusters Score -1631767 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1632106.125000 Penalty: 4745.735352
	Iteration 3F: 3 clusters Score -1632106 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1632442.125000 Penalty: 4745.735352
	Iteration 4Q: 3 clusters Score -1632442 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1632726.625000 Penalty: 4745.735352
	Iteration 5Q: 3 clusters Score -1632727 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1632983.000000 Penalty: 4745.735352
	Iteration 6Q: 3 clusters Score -1632983 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1633213.875000 Penalty: 4745.735352
	Iteration 7Q: 3 clusters Score -1633214 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1633415.625000 Penalty: 4745.735352
	Iteration 8Q: 3 clusters Score -1633416 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1633636.625000 Penalty: 4745.735352
	Iteration 9Q: 3 clusters Score -1633637 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1633855.375000 Penalty: 4745.735352
	Iteration 10Q: 3 clusters Score -1633855 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1634115.500000 Penalty: 4745.735352
	Iteration 11Q: 3 clusters Score -1634116 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1634404.875000 Penalty: 4745.735352
	Iteration 12Q: 3 clusters Score -1634405 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1634683.875000 Penalty: 4745.735352
	Iteration 13Q: 3 clusters Score -1634684 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1634954.875000 Penalty: 4745.735352
	Iteration 14Q: 3 clusters Score -1634955 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1635163.125000 Penalty: 4745.735352
	Iteration 15Q: 3 clusters Score -1635163 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1635338.250000 Penalty: 4745.735352
	Iteration 16Q: 3 clusters Score -1635338 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1635495.500000 Penalty: 4745.735352
	Iteration 17Q: 3 clusters Score -1635496 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1635655.750000 Penalty: 4745.735352
	Iteration 18Q: 3 clusters Score -1635656 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1635783.125000 Penalty: 4745.735352
	Iteration 19Q: 3 clusters Score -1635783 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1635910.250000 Penalty: 4745.735352
	Iteration 20F: 3 clusters Score -1635910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1636018.875000 Penalty: 4745.735352
	Iteration 21Q: 3 clusters Score -1636019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1636112.250000 Penalty: 4745.735352
	Iteration 22Q: 3 clusters Score -1636112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1636200.125000 Penalty: 4745.735352
	Iteration 23Q: 3 clusters Score -1636200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1636275.500000 Penalty: 4745.735352
	Iteration 24Q: 3 clusters Score -1636276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1636325.125000 Penalty: 4745.735352
	Iteration 25Q: 3 clusters Score -1636325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1636373.500000 Penalty: 4745.735352
	Iteration 26Q: 3 clusters Score -1636374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1636421.125000 Penalty: 4745.735352
	Iteration 27Q: 3 clusters Score -1636421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1636460.750000 Penalty: 4745.735352
	Iteration 28Q: 3 clusters Score -1636461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1636490.375000 Penalty: 4745.735352
	Iteration 29Q: 3 clusters Score -1636490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1636509.375000 Penalty: 4745.735352
	Iteration 30Q: 3 clusters Score -1636509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1636527.750000 Penalty: 4745.735352
	Iteration 31Q: 3 clusters Score -1636528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1636548.625000 Penalty: 4745.735352
	Iteration 32Q: 3 clusters Score -1636549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1636566.875000 Penalty: 4745.735352
	Iteration 33Q: 3 clusters Score -1636567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1636575.125000 Penalty: 4745.735352
	Iteration 34Q: 3 clusters Score -1636575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1636585.125000 Penalty: 4745.735352
	Iteration 35Q: 3 clusters Score -1636585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1636591.500000 Penalty: 4745.735352
	Iteration 36Q: 3 clusters Score -1636592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1636593.875000 Penalty: 4745.735352
	Iteration 37Q: 3 clusters Score -1636594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1636596.250000 Penalty: 4745.735352
	Iteration 38Q: 3 clusters Score -1636596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1636603.750000 Penalty: 4745.735352
	Iteration 39Q: 3 clusters Score -1636604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1636604.125000 Penalty: 4745.735352
	Iteration 40F: 3 clusters Score -1636604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1636606.125000 Penalty: 4745.735352
	Iteration 41Q: 3 clusters Score -1636606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1636607.750000 Penalty: 4745.735352
	Iteration 42Q: 3 clusters Score -1636608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1636612.875000 Penalty: 4745.735352
	Iteration 43Q: 3 clusters Score -1636613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1636611.875000 Penalty: 4745.735352
	Iteration 44Q: 3 clusters Score -1636612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1636614.750000 Penalty: 4745.735352
	Iteration 45Q: 3 clusters Score -1636615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1636619.125000 Penalty: 4745.735352
	Iteration 46Q: 3 clusters Score -1636619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1636621.875000 Penalty: 4745.735352
	Iteration 47Q: 3 clusters Score -1636622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1636627.625000 Penalty: 4745.735352
	Iteration 48Q: 3 clusters Score -1636628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1636632.625000 Penalty: 4745.735352
	Iteration 49Q: 3 clusters Score -1636633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1636631.750000 Penalty: 4745.735352
	Iteration 50Q: 3 clusters Score -1636632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1636635.625000 Penalty: 4745.735352
	Iteration 51Q: 3 clusters Score -1636636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1636636.500000 Penalty: 4745.735352
	Iteration 52Q: 3 clusters Score -1636636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1636638.500000 Penalty: 4745.735352
	Iteration 53Q: 3 clusters Score -1636638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1636639.375000 Penalty: 4745.735352
	Iteration 54Q: 3 clusters Score -1636639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1636637.875000 Penalty: 4745.735352
	Iteration 55Q: 3 clusters Score -1636638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1636639.500000 Penalty: 4745.735352
	Iteration 56Q: 3 clusters Score -1636640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1636639.750000 Penalty: 4745.735352
	Iteration 57Q: 3 clusters Score -1636640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1636639.750000 Penalty: 4745.735352
	Iteration 58F: 3 clusters Score -1636640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -381401.468750 Penalty: 2002.281128
	Iteration 0F: 2 clusters Score -381401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -377977.718750 Penalty: 4004.562256
	Iteration 0F: 3 clusters Score -377977.7 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -378726.000000 Penalty: 4004.562256
	Iteration 1F: 3 clusters Score -378726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -378903.937500 Penalty: 4004.562256
	Iteration 2F: 3 clusters Score -378903.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -379015.000000 Penalty: 4004.562256
	Iteration 3F: 3 clusters Score -379015 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -379085.968750 Penalty: 4004.562256
	Iteration 4Q: 3 clusters Score -379086 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -379146.218750 Penalty: 4004.562256
	Iteration 5Q: 3 clusters Score -379146.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -379184.218750 Penalty: 4004.562256
	Iteration 6Q: 3 clusters Score -379184.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -379222.187500 Penalty: 4004.562256
	Iteration 7Q: 3 clusters Score -379222.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -379248.968750 Penalty: 4004.562256
	Iteration 8Q: 3 clusters Score -379249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -379265.750000 Penalty: 4004.562256
	Iteration 9Q: 3 clusters Score -379265.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -379279.562500 Penalty: 4004.562256
	Iteration 10Q: 3 clusters Score -379279.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -379290.781250 Penalty: 4004.562256
	Iteration 11Q: 3 clusters Score -379290.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -379306.843750 Penalty: 4004.562256
	Iteration 12Q: 3 clusters Score -379306.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -379322.375000 Penalty: 4004.562256
	Iteration 13Q: 3 clusters Score -379322.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -379333.468750 Penalty: 4004.562256
	Iteration 14Q: 3 clusters Score -379333.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -379349.812500 Penalty: 4004.562256
	Iteration 15Q: 3 clusters Score -379349.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -379366.562500 Penalty: 4004.562256
	Iteration 16Q: 3 clusters Score -379366.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -379384.656250 Penalty: 4004.562256
	Iteration 17Q: 3 clusters Score -379384.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -379410.375000 Penalty: 4004.562256
	Iteration 18Q: 3 clusters Score -379410.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -379444.250000 Penalty: 4004.562256
	Iteration 19Q: 3 clusters Score -379444.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -379476.750000 Penalty: 4004.562256
	Iteration 20F: 3 clusters Score -379476.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379512.625000 Penalty: 4004.562256
	Iteration 21Q: 3 clusters Score -379512.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379546.500000 Penalty: 4004.562256
	Iteration 22Q: 3 clusters Score -379546.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -379581.656250 Penalty: 4004.562256
	Iteration 23Q: 3 clusters Score -379581.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379619.093750 Penalty: 4004.562256
	Iteration 24Q: 3 clusters Score -379619.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -379658.406250 Penalty: 4004.562256
	Iteration 25Q: 3 clusters Score -379658.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -379702.875000 Penalty: 4004.562256
	Iteration 26Q: 3 clusters Score -379702.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -379742.656250 Penalty: 4004.562256
	Iteration 27Q: 3 clusters Score -379742.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -379782.468750 Penalty: 4004.562256
	Iteration 28Q: 3 clusters Score -379782.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -379812.156250 Penalty: 4004.562256
	Iteration 29Q: 3 clusters Score -379812.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -379838.375000 Penalty: 4004.562256
	Iteration 30Q: 3 clusters Score -379838.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -379860.312500 Penalty: 4004.562256
	Iteration 31Q: 3 clusters Score -379860.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -379874.406250 Penalty: 4004.562256
	Iteration 32Q: 3 clusters Score -379874.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -379881.312500 Penalty: 4004.562256
	Iteration 33Q: 3 clusters Score -379881.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -379886.968750 Penalty: 4004.562256
	Iteration 34Q: 3 clusters Score -379887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -379894.812500 Penalty: 4004.562256
	Iteration 35Q: 3 clusters Score -379894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -379900.656250 Penalty: 4004.562256
	Iteration 36Q: 3 clusters Score -379900.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -379909.281250 Penalty: 4004.562256
	Iteration 37Q: 3 clusters Score -379909.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -379917.562500 Penalty: 4004.562256
	Iteration 38Q: 3 clusters Score -379917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -379923.250000 Penalty: 4004.562256
	Iteration 39Q: 3 clusters Score -379923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -379929.250000 Penalty: 4004.562256
	Iteration 40F: 3 clusters Score -379929.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -379933.781250 Penalty: 4004.562256
	Iteration 41Q: 3 clusters Score -379933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -379938.218750 Penalty: 4004.562256
	Iteration 42Q: 3 clusters Score -379938.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -379943.218750 Penalty: 4004.562256
	Iteration 43Q: 3 clusters Score -379943.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -379950.187500 Penalty: 4004.562256
	Iteration 44Q: 3 clusters Score -379950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -379954.625000 Penalty: 4004.562256
	Iteration 45Q: 3 clusters Score -379954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -379956.968750 Penalty: 4004.562256
	Iteration 46Q: 3 clusters Score -379957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -379959.937500 Penalty: 4004.562256
	Iteration 47Q: 3 clusters Score -379959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -379959.937500 Penalty: 4004.562256
	Iteration 48F: 3 clusters Score -379959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -1105976.875000 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -1105977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1098586.375000 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -1098586 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1100788.500000 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -1100788 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1101127.000000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -1101127 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1101376.375000 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -1101376 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1101600.125000 Penalty: 4545.126953
	Iteration 4Q: 3 clusters Score -1101600 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1101797.375000 Penalty: 4545.126953
	Iteration 5Q: 3 clusters Score -1101797 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1101990.875000 Penalty: 4545.126953
	Iteration 6Q: 3 clusters Score -1101991 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1102203.875000 Penalty: 4545.126953
	Iteration 7Q: 3 clusters Score -1102204 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1102432.750000 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -1102433 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1102632.875000 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -1102633 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1102795.125000 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -1102795 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1102947.125000 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -1102947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1103100.625000 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -1103101 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1103265.250000 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -1103265 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1103434.750000 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -1103435 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1103564.000000 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -1103564 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1103684.250000 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -1103684 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1103781.875000 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -1103782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1103849.625000 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -1103850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1103898.875000 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -1103899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1103936.750000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -1103937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1103967.750000 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -1103968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1104001.750000 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -1104002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1104031.250000 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -1104031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1104050.875000 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -1104051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1104066.125000 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -1104066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1104072.125000 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -1104072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1104078.625000 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -1104079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1104085.750000 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -1104086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1104095.750000 Penalty: 4545.126953
	Iteration 29Q: 3 clusters Score -1104096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1104106.500000 Penalty: 4545.126953
	Iteration 30Q: 3 clusters Score -1104106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1104118.250000 Penalty: 4545.126953
	Iteration 31Q: 3 clusters Score -1104118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1104124.625000 Penalty: 4545.126953
	Iteration 32Q: 3 clusters Score -1104125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1104132.000000 Penalty: 4545.126953
	Iteration 33Q: 3 clusters Score -1104132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1104137.625000 Penalty: 4545.126953
	Iteration 34Q: 3 clusters Score -1104138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1104139.625000 Penalty: 4545.126953
	Iteration 35Q: 3 clusters Score -1104140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1104143.000000 Penalty: 4545.126953
	Iteration 36Q: 3 clusters Score -1104143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1104144.125000 Penalty: 4545.126953
	Iteration 37Q: 3 clusters Score -1104144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1104147.125000 Penalty: 4545.126953
	Iteration 38Q: 3 clusters Score -1104147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1104147.000000 Penalty: 4545.126953
	Iteration 39Q: 3 clusters Score -1104147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1104148.500000 Penalty: 4545.126953
	Iteration 40F: 3 clusters Score -1104148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1104149.125000 Penalty: 4545.126953
	Iteration 41Q: 3 clusters Score -1104149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1104151.375000 Penalty: 4545.126953
	Iteration 42Q: 3 clusters Score -1104151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1104152.500000 Penalty: 4545.126953
	Iteration 43Q: 3 clusters Score -1104152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1104152.000000 Penalty: 4545.126953
	Iteration 44Q: 3 clusters Score -1104152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1104152.250000 Penalty: 4545.126953
	Iteration 45Q: 3 clusters Score -1104152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1104154.875000 Penalty: 4545.126953
	Iteration 46Q: 3 clusters Score -1104155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1104155.000000 Penalty: 4545.126953
	Iteration 47Q: 3 clusters Score -1104155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1104154.250000 Penalty: 4545.126953
	Iteration 48Q: 3 clusters Score -1104154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1104154.250000 Penalty: 4545.126953
	Iteration 49F: 3 clusters Score -1104154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Entering Unmasked Estep 
Score: -1132754.500000 Penalty: 2282.721680
	Iteration 0F: 2 clusters Score -1132754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1125147.375000 Penalty: 4565.443359
	Iteration 0F: 3 clusters Score -1125147 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1127315.500000 Penalty: 4565.443359
	Iteration 1F: 3 clusters Score -1127316 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1127597.750000 Penalty: 4565.443359
	Iteration 2F: 3 clusters Score -1127598 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1127791.750000 Penalty: 4565.443359
	Iteration 3Q: 3 clusters Score -1127792 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1127966.125000 Penalty: 4565.443359
	Iteration 4Q: 3 clusters Score -1127966 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1128157.750000 Penalty: 4565.443359
	Iteration 5Q: 3 clusters Score -1128158 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1128406.125000 Penalty: 4565.443359
	Iteration 6Q: 3 clusters Score -1128406 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1128824.875000 Penalty: 4565.443359
	Iteration 7F: 3 clusters Score -1128825 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1129495.625000 Penalty: 4565.443359
	Iteration 8F: 3 clusters Score -1129496 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1130399.750000 Penalty: 4565.443359
	Iteration 9F: 3 clusters Score -1130400 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1131110.625000 Penalty: 4565.443359
	Iteration 10F: 3 clusters Score -1131111 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1131452.875000 Penalty: 4565.443359
	Iteration 11Q: 3 clusters Score -1131453 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1131621.375000 Penalty: 4565.443359
	Iteration 12Q: 3 clusters Score -1131621 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1131681.875000 Penalty: 4565.443359
	Iteration 13Q: 3 clusters Score -1131682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1131710.625000 Penalty: 4565.443359
	Iteration 14Q: 3 clusters Score -1131711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1131719.875000 Penalty: 4565.443359
	Iteration 15Q: 3 clusters Score -1131720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1131726.125000 Penalty: 4565.443359
	Iteration 16Q: 3 clusters Score -1131726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1131731.875000 Penalty: 4565.443359
	Iteration 17Q: 3 clusters Score -1131732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1131732.875000 Penalty: 4565.443359
	Iteration 18Q: 3 clusters Score -1131733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1131735.875000 Penalty: 4565.443359
	Iteration 19Q: 3 clusters Score -1131736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1131739.750000 Penalty: 4565.443359
	Iteration 20F: 3 clusters Score -1131740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1131743.125000 Penalty: 4565.443359
	Iteration 21Q: 3 clusters Score -1131743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1131741.625000 Penalty: 4565.443359
	Iteration 22Q: 3 clusters Score -1131742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1131744.000000 Penalty: 4565.443359
	Iteration 23Q: 3 clusters Score -1131744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1131747.625000 Penalty: 4565.443359
	Iteration 24Q: 3 clusters Score -1131748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1131746.875000 Penalty: 4565.443359
	Iteration 25Q: 3 clusters Score -1131747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1131748.500000 Penalty: 4565.443359
	Iteration 26Q: 3 clusters Score -1131748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1131748.500000 Penalty: 4565.443359
	Iteration 27F: 3 clusters Score -1131748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -67496.578125 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -67496.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65838.445312 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -65838.45 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66116.664062 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -66116.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66262.335938 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -66262.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66371.148438 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -66371.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66484.679688 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -66484.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66606.867188 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -66606.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66776.578125 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -66776.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67034.859375 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -67034.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67321.507812 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -67321.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67541.281250 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -67541.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67632.062500 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -67632.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67632.062500 Penalty: 3235.687012
	Iteration 11F: 3 clusters Score -67632.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77744 members 
Mstep: Class 5 contains 171837 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303183 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 153776 members 
Mstep: Class 12 contains 81575 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 14300 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 351 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 159425 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47652 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 330 members 
Entering Unmasked Estep 
Score: -184005376.000000 Penalty: 120512.656250
Splitting cluster 25 changes total score from -184007264.000000 to -184005376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -133343.609375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -133343.6 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 599 members 
Entering Unmasked Estep 
Score: -131284.296875 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -131284.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131618.328125 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -131618.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131751.296875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -131751.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131841.281250 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -131841.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131916.765625 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -131916.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -131973.062500 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -131973.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132016.578125 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -132016.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -132049.171875 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -132049.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132077.937500 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -132077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132098.765625 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -132098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -132112.984375 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -132113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132124.734375 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -132124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132139.171875 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -132139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -132146.359375 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -132146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -132150.015625 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -132150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132151.656250 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -132151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132151.656250 Penalty: 3509.181641
	Iteration 16F: 3 clusters Score -132151.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -810280.437500 Penalty: 2206.557373
	Iteration 0F: 2 clusters Score -810280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -804303.687500 Penalty: 4413.114746
	Iteration 0F: 3 clusters Score -804303.7 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -805869.125000 Penalty: 4413.114746
	Iteration 1F: 3 clusters Score -805869.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -806322.812500 Penalty: 4413.114746
	Iteration 2F: 3 clusters Score -806322.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -806934.312500 Penalty: 4413.114746
	Iteration 3F: 3 clusters Score -806934.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -807576.562500 Penalty: 4413.114746
	Iteration 4F: 3 clusters Score -807576.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -808136.625000 Penalty: 4413.114746
	Iteration 5F: 3 clusters Score -808136.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -808539.937500 Penalty: 4413.114746
	Iteration 6F: 3 clusters Score -808539.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -808774.687500 Penalty: 4413.114746
	Iteration 7Q: 3 clusters Score -808774.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -808917.312500 Penalty: 4413.114746
	Iteration 8Q: 3 clusters Score -808917.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -809004.062500 Penalty: 4413.114746
	Iteration 9Q: 3 clusters Score -809004.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -809055.687500 Penalty: 4413.114746
	Iteration 10Q: 3 clusters Score -809055.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -809092.187500 Penalty: 4413.114746
	Iteration 11Q: 3 clusters Score -809092.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -809115.062500 Penalty: 4413.114746
	Iteration 12Q: 3 clusters Score -809115.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -809132.812500 Penalty: 4413.114746
	Iteration 13Q: 3 clusters Score -809132.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -809148.625000 Penalty: 4413.114746
	Iteration 14Q: 3 clusters Score -809148.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -809163.437500 Penalty: 4413.114746
	Iteration 15Q: 3 clusters Score -809163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -809170.812500 Penalty: 4413.114746
	Iteration 16Q: 3 clusters Score -809170.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -809177.875000 Penalty: 4413.114746
	Iteration 17Q: 3 clusters Score -809177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -809186.312500 Penalty: 4413.114746
	Iteration 18Q: 3 clusters Score -809186.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -809188.562500 Penalty: 4413.114746
	Iteration 19Q: 3 clusters Score -809188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -809192.562500 Penalty: 4413.114746
	Iteration 20F: 3 clusters Score -809192.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -809198.000000 Penalty: 4413.114746
	Iteration 21Q: 3 clusters Score -809198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -809200.562500 Penalty: 4413.114746
	Iteration 22Q: 3 clusters Score -809200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -809206.437500 Penalty: 4413.114746
	Iteration 23Q: 3 clusters Score -809206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -809209.625000 Penalty: 4413.114746
	Iteration 24Q: 3 clusters Score -809209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -809212.500000 Penalty: 4413.114746
	Iteration 25Q: 3 clusters Score -809212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -809212.625000 Penalty: 4413.114746
	Iteration 26Q: 3 clusters Score -809212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -809214.125000 Penalty: 4413.114746
	Iteration 27Q: 3 clusters Score -809214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -809218.125000 Penalty: 4413.114746
	Iteration 28Q: 3 clusters Score -809218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -809219.937500 Penalty: 4413.114746
	Iteration 29Q: 3 clusters Score -809219.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -809222.000000 Penalty: 4413.114746
	Iteration 30Q: 3 clusters Score -809222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -809222.312500 Penalty: 4413.114746
	Iteration 31Q: 3 clusters Score -809222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -809223.187500 Penalty: 4413.114746
	Iteration 32Q: 3 clusters Score -809223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -809223.937500 Penalty: 4413.114746
	Iteration 33Q: 3 clusters Score -809223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -809224.875000 Penalty: 4413.114746
	Iteration 34Q: 3 clusters Score -809224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -809224.375000 Penalty: 4413.114746
	Iteration 35Q: 3 clusters Score -809224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -809224.375000 Penalty: 4413.114746
	Iteration 36F: 3 clusters Score -809224.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -238651.734375 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -238651.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -235960.921875 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -235960.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -236694.421875 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -236694.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -237042.062500 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -237042.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -237292.609375 Penalty: 3828.026855
	Iteration 3F: 3 clusters Score -237292.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -237430.296875 Penalty: 3828.026855
	Iteration 4F: 3 clusters Score -237430.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -237534.468750 Penalty: 3828.026855
	Iteration 5Q: 3 clusters Score -237534.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -237611.859375 Penalty: 3828.026855
	Iteration 6Q: 3 clusters Score -237611.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -237694.875000 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -237694.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -237742.515625 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -237742.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -237788.390625 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -237788.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -237835.421875 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -237835.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -237861.984375 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -237862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -237880.984375 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -237881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -237899.453125 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -237899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237904.640625 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -237904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237907.031250 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -237907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237909.078125 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -237909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -237912.343750 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -237912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -237914.265625 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -237914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -237917.062500 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -237917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -237917.734375 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -237917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -520120.187500 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -520120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -515774.562500 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -515774.6 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -516806.906250 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -516806.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -517076.531250 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -517076.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -517280.187500 Penalty: 4184.785156
	Iteration 3F: 3 clusters Score -517280.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -517484.781250 Penalty: 4184.785156
	Iteration 4F: 3 clusters Score -517484.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -517696.750000 Penalty: 4184.785156
	Iteration 5F: 3 clusters Score -517696.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -517902.406250 Penalty: 4184.785156
	Iteration 6Q: 3 clusters Score -517902.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -518127.656250 Penalty: 4184.785156
	Iteration 7F: 3 clusters Score -518127.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -518347.187500 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -518347.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -518566.656250 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -518566.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -518770.937500 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -518770.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -518958.531250 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -518958.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -519115.343750 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -519115.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -519311.687500 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -519311.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -519469.187500 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -519469.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -519595.281250 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -519595.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -519668.062500 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -519668.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -519723.343750 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -519723.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -519755.656250 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -519755.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -519775.156250 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -519775.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -519783.781250 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -519783.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -519787.343750 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -519787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -519788.562500 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -519788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -519788.843750 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -519788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -519789.562500 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -519789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -519790.562500 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -519790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -519790.625000 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -519790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -519790.625000 Penalty: 4184.785156
	Iteration 27F: 3 clusters Score -519790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Entering Unmasked Estep 
Score: -18853250.000000 Penalty: 2970.873535
	Iteration 0F: 2 clusters Score -1.885325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -18746822.000000 Penalty: 5941.747070
	Iteration 0F: 3 clusters Score -1.874682e+07 nChanged 76558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -18792284.000000 Penalty: 5941.747070
	Iteration 1F: 3 clusters Score -1.879228e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -18794216.000000 Penalty: 5941.747070
	Iteration 2Q: 3 clusters Score -1.879422e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -18798046.000000 Penalty: 5941.747070
	Iteration 3F: 3 clusters Score -1.879805e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -18804952.000000 Penalty: 5941.747070
	Iteration 4F: 3 clusters Score -1.880495e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -18816762.000000 Penalty: 5941.747070
	Iteration 5F: 3 clusters Score -1.881676e+07 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140794 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -18831660.000000 Penalty: 5941.747070
	Iteration 6F: 3 clusters Score -1.883166e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152215 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -18843742.000000 Penalty: 5941.747070
	Iteration 7F: 3 clusters Score -1.884374e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -18848604.000000 Penalty: 5941.747070
	Iteration 8Q: 3 clusters Score -1.88486e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -18849980.000000 Penalty: 5941.747070
	Iteration 9Q: 3 clusters Score -1.884998e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18850346.000000 Penalty: 5941.747070
	Iteration 10Q: 3 clusters Score -1.885035e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18850430.000000 Penalty: 5941.747070
	Iteration 11Q: 3 clusters Score -1.885043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18850462.000000 Penalty: 5941.747070
	Iteration 12Q: 3 clusters Score -1.885046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18850474.000000 Penalty: 5941.747070
	Iteration 13Q: 3 clusters Score -1.885047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18850488.000000 Penalty: 5941.747070
	Iteration 14Q: 3 clusters Score -1.885049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159244 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18850506.000000 Penalty: 5941.747070
	Iteration 15Q: 3 clusters Score -1.885051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18850512.000000 Penalty: 5941.747070
	Iteration 16Q: 3 clusters Score -1.885051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18850528.000000 Penalty: 5941.747070
	Iteration 17Q: 3 clusters Score -1.885053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18850534.000000 Penalty: 5941.747070
	Iteration 18Q: 3 clusters Score -1.885053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18850536.000000 Penalty: 5941.747070
	Iteration 19Q: 3 clusters Score -1.885054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18850536.000000 Penalty: 5941.747070
	Iteration 20F: 3 clusters Score -1.885054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -111652.093750 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -111652.1 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 504 members 
Entering Unmasked Estep 
Score: -109733.382812 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -109733.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110017.671875 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -110017.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110098.570312 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -110098.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110137.023438 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -110137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110153.281250 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -110153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110165.695312 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -110165.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110179.414062 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -110179.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110188.625000 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -110188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110193.843750 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -110193.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110198.210938 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -110198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110206.367188 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -110206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110209.507812 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -110209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110216.359375 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -110216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110219.382812 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -110219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110219.523438 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -110219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110219.523438 Penalty: 3418.246338
	Iteration 15F: 3 clusters Score -110219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Entering Unmasked Estep 
Score: -5623560.500000 Penalty: 2671.376709
	Iteration 0F: 2 clusters Score -5623560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -5591528.000000 Penalty: 5342.753418
	Iteration 0F: 3 clusters Score -5591528 nChanged 22062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -5604153.500000 Penalty: 5342.753418
	Iteration 1F: 3 clusters Score -5604154 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5605090.000000 Penalty: 5342.753418
	Iteration 2Q: 3 clusters Score -5605090 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5606305.500000 Penalty: 5342.753418
	Iteration 3F: 3 clusters Score -5606306 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -5608040.500000 Penalty: 5342.753418
	Iteration 4F: 3 clusters Score -5608040 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5610267.000000 Penalty: 5342.753418
	Iteration 5F: 3 clusters Score -5610267 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -5612767.000000 Penalty: 5342.753418
	Iteration 6F: 3 clusters Score -5612767 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5615230.000000 Penalty: 5342.753418
	Iteration 7F: 3 clusters Score -5615230 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -5617283.500000 Penalty: 5342.753418
	Iteration 8F: 3 clusters Score -5617284 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5618760.500000 Penalty: 5342.753418
	Iteration 9Q: 3 clusters Score -5618760 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -5619702.000000 Penalty: 5342.753418
	Iteration 10Q: 3 clusters Score -5619702 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5620338.500000 Penalty: 5342.753418
	Iteration 11Q: 3 clusters Score -5620338 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -5620712.500000 Penalty: 5342.753418
	Iteration 12Q: 3 clusters Score -5620712 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -5620948.000000 Penalty: 5342.753418
	Iteration 13Q: 3 clusters Score -5620948 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5621067.000000 Penalty: 5342.753418
	Iteration 14Q: 3 clusters Score -5621067 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5621145.500000 Penalty: 5342.753418
	Iteration 15Q: 3 clusters Score -5621146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5621217.500000 Penalty: 5342.753418
	Iteration 16Q: 3 clusters Score -5621218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -5621279.500000 Penalty: 5342.753418
	Iteration 17Q: 3 clusters Score -5621280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -5621301.500000 Penalty: 5342.753418
	Iteration 18Q: 3 clusters Score -5621302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -5621324.000000 Penalty: 5342.753418
	Iteration 19Q: 3 clusters Score -5621324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -5621346.000000 Penalty: 5342.753418
	Iteration 20F: 3 clusters Score -5621346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5621359.000000 Penalty: 5342.753418
	Iteration 21Q: 3 clusters Score -5621359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -5621373.500000 Penalty: 5342.753418
	Iteration 22Q: 3 clusters Score -5621374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -5621374.000000 Penalty: 5342.753418
	Iteration 23Q: 3 clusters Score -5621374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -5621383.000000 Penalty: 5342.753418
	Iteration 24Q: 3 clusters Score -5621383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5621378.000000 Penalty: 5342.753418
	Iteration 25Q: 3 clusters Score -5621378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -5621390.500000 Penalty: 5342.753418
	Iteration 26Q: 3 clusters Score -5621390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5621396.000000 Penalty: 5342.753418
	Iteration 27Q: 3 clusters Score -5621396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5621400.000000 Penalty: 5342.753418
	Iteration 28Q: 3 clusters Score -5621400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5621407.500000 Penalty: 5342.753418
	Iteration 29Q: 3 clusters Score -5621408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -5621407.500000 Penalty: 5342.753418
	Iteration 30Q: 3 clusters Score -5621408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -5621411.000000 Penalty: 5342.753418
	Iteration 31Q: 3 clusters Score -5621411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -5621409.000000 Penalty: 5342.753418
	Iteration 32Q: 3 clusters Score -5621409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5621410.500000 Penalty: 5342.753418
	Iteration 33Q: 3 clusters Score -5621410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -5621412.000000 Penalty: 5342.753418
	Iteration 34Q: 3 clusters Score -5621412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -5621412.000000 Penalty: 5342.753418
	Iteration 35F: 3 clusters Score -5621412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -42997.738281 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -42997.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41642.007812 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -41642.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41940.429688 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41940.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42126.402344 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -42126.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42284.136719 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -42284.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42403.207031 Penalty: 3001.836182
	Iteration 4F: 3 clusters Score -42403.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42489.171875 Penalty: 3001.836182
	Iteration 5F: 3 clusters Score -42489.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42539.632812 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -42539.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42565.738281 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -42565.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42585.496094 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -42585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42600.285156 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -42600.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42601.628906 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -42601.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42604.843750 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -42604.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42604.843750 Penalty: 3001.836182
	Iteration 12F: 3 clusters Score -42604.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77744 members 
Mstep: Class 5 contains 171837 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303183 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6710 members 
Mstep: Class 11 contains 153776 members 
Mstep: Class 12 contains 81575 members 
Mstep: Class 13 contains 77310 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 36686 members 
Mstep: Class 21 contains 14300 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 9543 members 
Mstep: Class 24 contains 9942 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2248 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 159425 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47652 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007056.000000 Penalty: 116968.171875
Iteration 159Q: 34 clusters Score -1.840071e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215480 members 
Mstep: Class 2 contains 82391 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77751 members 
Mstep: Class 5 contains 171806 members 
Mstep: Class 6 contains 27791 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303226 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 153718 members 
Mstep: Class 12 contains 81595 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 51956 members 
Mstep: Class 20 contains 36670 members 
Mstep: Class 21 contains 14302 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 9542 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 4610 members 
Mstep: Class 30 contains 159452 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47666 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006992.000000 Penalty: 116968.171875
Iteration 160F: 34 clusters Score -1.84007e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215473 members 
Mstep: Class 2 contains 82393 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77763 members 
Mstep: Class 5 contains 171801 members 
Mstep: Class 6 contains 27794 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303234 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 153650 members 
Mstep: Class 12 contains 81618 members 
Mstep: Class 13 contains 77341 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46899 members 
Mstep: Class 19 contains 51951 members 
Mstep: Class 20 contains 36669 members 
Mstep: Class 21 contains 14303 members 
Mstep: Class 22 contains 3201 members 
Mstep: Class 23 contains 9547 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159488 members 
Mstep: Class 31 contains 985 members 
Mstep: Class 32 contains 47673 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006928.000000 Penalty: 116968.171875
Iteration 161Q: 34 clusters Score -1.840069e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215485 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77777 members 
Mstep: Class 5 contains 171773 members 
Mstep: Class 6 contains 27794 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 8 contains 303249 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6692 members 
Mstep: Class 11 contains 153582 members 
Mstep: Class 12 contains 81647 members 
Mstep: Class 13 contains 77349 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 51950 members 
Mstep: Class 20 contains 36670 members 
Mstep: Class 21 contains 14298 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159515 members 
Mstep: Class 31 contains 985 members 
Mstep: Class 32 contains 47682 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006880.000000 Penalty: 116968.171875
Iteration 162Q: 34 clusters Score -1.840069e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215481 members 
Mstep: Class 2 contains 82392 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77776 members 
Mstep: Class 5 contains 171743 members 
Mstep: Class 6 contains 27795 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 303287 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 153564 members 
Mstep: Class 12 contains 81673 members 
Mstep: Class 13 contains 77355 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51948 members 
Mstep: Class 20 contains 36661 members 
Mstep: Class 21 contains 14288 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 9550 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159524 members 
Mstep: Class 31 contains 985 members 
Mstep: Class 32 contains 47690 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007008.000000 Penalty: 116968.171875
Iteration 163Q: 34 clusters Score -1.84007e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215482 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77778 members 
Mstep: Class 5 contains 171727 members 
Mstep: Class 6 contains 27796 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303330 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 153541 members 
Mstep: Class 12 contains 81681 members 
Mstep: Class 13 contains 77356 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51940 members 
Mstep: Class 20 contains 36651 members 
Mstep: Class 21 contains 14282 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 9946 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159537 members 
Mstep: Class 31 contains 985 members 
Mstep: Class 32 contains 47698 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007120.000000 Penalty: 116968.171875
Iteration 164Q: 34 clusters Score -1.840071e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77786 members 
Mstep: Class 5 contains 171701 members 
Mstep: Class 6 contains 27805 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303348 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6670 members 
Mstep: Class 11 contains 153522 members 
Mstep: Class 12 contains 81688 members 
Mstep: Class 13 contains 77356 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51934 members 
Mstep: Class 20 contains 36646 members 
Mstep: Class 21 contains 14271 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 9552 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 4606 members 
Mstep: Class 30 contains 159549 members 
Mstep: Class 31 contains 985 members 
Mstep: Class 32 contains 47703 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007136.000000 Penalty: 116968.171875
Iteration 165Q: 34 clusters Score -1.840071e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77791 members 
Mstep: Class 5 contains 171668 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303347 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 153537 members 
Mstep: Class 12 contains 81691 members 
Mstep: Class 13 contains 77359 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46885 members 
Mstep: Class 19 contains 51937 members 
Mstep: Class 20 contains 36639 members 
Mstep: Class 21 contains 14266 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 9552 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159557 members 
Mstep: Class 31 contains 985 members 
Mstep: Class 32 contains 47706 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007088.000000 Penalty: 116968.171875
Iteration 166Q: 34 clusters Score -1.840071e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215515 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77804 members 
Mstep: Class 5 contains 171646 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303347 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 153539 members 
Mstep: Class 12 contains 81698 members 
Mstep: Class 13 contains 77360 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51936 members 
Mstep: Class 20 contains 36636 members 
Mstep: Class 21 contains 14264 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 4601 members 
Mstep: Class 30 contains 159558 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47713 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007136.000000 Penalty: 116968.171875
Iteration 167Q: 34 clusters Score -1.840071e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215517 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77808 members 
Mstep: Class 5 contains 171624 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303337 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6628 members 
Mstep: Class 11 contains 153552 members 
Mstep: Class 12 contains 81706 members 
Mstep: Class 13 contains 77359 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51933 members 
Mstep: Class 20 contains 36640 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4600 members 
Mstep: Class 30 contains 159576 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47718 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007216.000000 Penalty: 116968.171875
Iteration 168Q: 34 clusters Score -1.840072e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215523 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77813 members 
Mstep: Class 5 contains 171594 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303335 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 153556 members 
Mstep: Class 12 contains 81706 members 
Mstep: Class 13 contains 77357 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51931 members 
Mstep: Class 20 contains 36645 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159587 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47728 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007216.000000 Penalty: 116968.171875
Iteration 169Q: 34 clusters Score -1.840072e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215533 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77825 members 
Mstep: Class 5 contains 171565 members 
Mstep: Class 6 contains 27824 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303329 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 11 contains 153568 members 
Mstep: Class 12 contains 81707 members 
Mstep: Class 13 contains 77357 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51921 members 
Mstep: Class 20 contains 36644 members 
Mstep: Class 21 contains 14260 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9554 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4600 members 
Mstep: Class 30 contains 159589 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47743 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007248.000000 Penalty: 116968.171875
Iteration 170Q: 34 clusters Score -1.840072e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77831 members 
Mstep: Class 5 contains 171543 members 
Mstep: Class 6 contains 27828 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303329 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 153573 members 
Mstep: Class 12 contains 81711 members 
Mstep: Class 13 contains 77360 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51915 members 
Mstep: Class 20 contains 36644 members 
Mstep: Class 21 contains 14264 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9557 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159588 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47755 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007536.000000 Penalty: 116968.171875
Iteration 171Q: 34 clusters Score -1.840075e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215536 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77834 members 
Mstep: Class 5 contains 171514 members 
Mstep: Class 6 contains 27833 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303337 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 153587 members 
Mstep: Class 12 contains 81709 members 
Mstep: Class 13 contains 77364 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 51913 members 
Mstep: Class 20 contains 36641 members 
Mstep: Class 21 contains 14262 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4600 members 
Mstep: Class 30 contains 159588 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47770 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007600.000000 Penalty: 116968.171875
Iteration 172Q: 34 clusters Score -1.840076e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215532 members 
Mstep: Class 2 contains 82381 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77841 members 
Mstep: Class 5 contains 171492 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303337 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 153600 members 
Mstep: Class 12 contains 81710 members 
Mstep: Class 13 contains 77365 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51913 members 
Mstep: Class 20 contains 36638 members 
Mstep: Class 21 contains 14262 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4601 members 
Mstep: Class 30 contains 159592 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47776 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007488.000000 Penalty: 116968.171875
Iteration 173Q: 34 clusters Score -1.840075e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77850 members 
Mstep: Class 5 contains 171470 members 
Mstep: Class 6 contains 27839 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303337 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 153604 members 
Mstep: Class 12 contains 81710 members 
Mstep: Class 13 contains 77367 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51910 members 
Mstep: Class 20 contains 36635 members 
Mstep: Class 21 contains 14262 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9563 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4601 members 
Mstep: Class 30 contains 159601 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47780 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007536.000000 Penalty: 116968.171875
Iteration 174Q: 34 clusters Score -1.840075e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215544 members 
Mstep: Class 2 contains 82381 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77853 members 
Mstep: Class 5 contains 171464 members 
Mstep: Class 6 contains 27841 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303327 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 153602 members 
Mstep: Class 12 contains 81714 members 
Mstep: Class 13 contains 77371 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51909 members 
Mstep: Class 20 contains 36638 members 
Mstep: Class 21 contains 14262 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159609 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47787 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007648.000000 Penalty: 116968.171875
Iteration 175Q: 34 clusters Score -1.840076e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77857 members 
Mstep: Class 5 contains 171459 members 
Mstep: Class 6 contains 27843 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303321 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 153613 members 
Mstep: Class 12 contains 81716 members 
Mstep: Class 13 contains 77368 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 51902 members 
Mstep: Class 20 contains 36635 members 
Mstep: Class 21 contains 14263 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159613 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47790 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007536.000000 Penalty: 116968.171875
Iteration 176Q: 34 clusters Score -1.840075e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215540 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77863 members 
Mstep: Class 5 contains 171447 members 
Mstep: Class 6 contains 27842 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303326 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 153619 members 
Mstep: Class 12 contains 81712 members 
Mstep: Class 13 contains 77364 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 51902 members 
Mstep: Class 20 contains 36632 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 9947 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159625 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47792 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007584.000000 Penalty: 116968.171875
Iteration 177Q: 34 clusters Score -1.840076e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77866 members 
Mstep: Class 5 contains 171437 members 
Mstep: Class 6 contains 27844 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303333 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6535 members 
Mstep: Class 11 contains 153605 members 
Mstep: Class 12 contains 81713 members 
Mstep: Class 13 contains 77361 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46891 members 
Mstep: Class 19 contains 51901 members 
Mstep: Class 20 contains 36628 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159639 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47795 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007840.000000 Penalty: 116968.171875
Iteration 178Q: 34 clusters Score -1.840078e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 82382 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77873 members 
Mstep: Class 5 contains 171424 members 
Mstep: Class 6 contains 27846 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303344 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6528 members 
Mstep: Class 11 contains 153602 members 
Mstep: Class 12 contains 81713 members 
Mstep: Class 13 contains 77359 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51903 members 
Mstep: Class 20 contains 36631 members 
Mstep: Class 21 contains 14260 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 159644 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47796 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007824.000000 Penalty: 116968.171875
Iteration 179Q: 34 clusters Score -1.840078e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77875 members 
Mstep: Class 5 contains 171419 members 
Mstep: Class 6 contains 27853 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303355 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6523 members 
Mstep: Class 11 contains 153590 members 
Mstep: Class 12 contains 81715 members 
Mstep: Class 13 contains 77353 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51902 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14258 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4601 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47800 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007712.000000 Penalty: 116968.171875
Iteration 180F: 34 clusters Score -1.840077e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77874 members 
Mstep: Class 5 contains 171420 members 
Mstep: Class 6 contains 27858 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303367 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6520 members 
Mstep: Class 11 contains 153586 members 
Mstep: Class 12 contains 81711 members 
Mstep: Class 13 contains 77350 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51901 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14255 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47803 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007792.000000 Penalty: 116968.171875
Iteration 181Q: 34 clusters Score -1.840078e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215532 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77874 members 
Mstep: Class 5 contains 171418 members 
Mstep: Class 6 contains 27857 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303385 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6514 members 
Mstep: Class 11 contains 153588 members 
Mstep: Class 12 contains 81711 members 
Mstep: Class 13 contains 77346 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51897 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14253 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9566 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 159648 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47807 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 182Q: 34 clusters Score -1.840079e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215524 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77878 members 
Mstep: Class 5 contains 171415 members 
Mstep: Class 6 contains 27858 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303395 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 153588 members 
Mstep: Class 12 contains 81711 members 
Mstep: Class 13 contains 77343 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51894 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14252 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9567 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 159654 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47815 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 183Q: 34 clusters Score -1.840079e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77884 members 
Mstep: Class 5 contains 171404 members 
Mstep: Class 6 contains 27859 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303400 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 153593 members 
Mstep: Class 12 contains 81714 members 
Mstep: Class 13 contains 77344 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51896 members 
Mstep: Class 20 contains 36618 members 
Mstep: Class 21 contains 14252 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4603 members 
Mstep: Class 30 contains 159659 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47820 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007808.000000 Penalty: 116968.171875
Iteration 184Q: 34 clusters Score -1.840078e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77885 members 
Mstep: Class 5 contains 171400 members 
Mstep: Class 6 contains 27859 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303405 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 153601 members 
Mstep: Class 12 contains 81719 members 
Mstep: Class 13 contains 77343 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51897 members 
Mstep: Class 20 contains 36617 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159665 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47822 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007744.000000 Penalty: 116968.171875
Iteration 185Q: 34 clusters Score -1.840077e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77889 members 
Mstep: Class 5 contains 171395 members 
Mstep: Class 6 contains 27861 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303406 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6475 members 
Mstep: Class 11 contains 153602 members 
Mstep: Class 12 contains 81723 members 
Mstep: Class 13 contains 77341 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51895 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159663 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47826 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 186Q: 34 clusters Score -1.84008e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77897 members 
Mstep: Class 5 contains 171387 members 
Mstep: Class 6 contains 27865 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303415 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 153604 members 
Mstep: Class 12 contains 81724 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51894 members 
Mstep: Class 20 contains 36618 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159655 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47831 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 187Q: 34 clusters Score -1.840079e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77897 members 
Mstep: Class 5 contains 171383 members 
Mstep: Class 6 contains 27863 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303426 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 153603 members 
Mstep: Class 12 contains 81725 members 
Mstep: Class 13 contains 77334 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46885 members 
Mstep: Class 19 contains 51893 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159652 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47836 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 188Q: 34 clusters Score -1.84008e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215492 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77904 members 
Mstep: Class 5 contains 171372 members 
Mstep: Class 6 contains 27870 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303436 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6465 members 
Mstep: Class 11 contains 153599 members 
Mstep: Class 12 contains 81721 members 
Mstep: Class 13 contains 77336 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51892 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159655 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47837 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 189Q: 34 clusters Score -1.84008e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215490 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77912 members 
Mstep: Class 5 contains 171358 members 
Mstep: Class 6 contains 27878 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303440 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6467 members 
Mstep: Class 11 contains 153601 members 
Mstep: Class 12 contains 81722 members 
Mstep: Class 13 contains 77331 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51892 members 
Mstep: Class 20 contains 36618 members 
Mstep: Class 21 contains 14251 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159651 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47838 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007840.000000 Penalty: 116968.171875
Iteration 190Q: 34 clusters Score -1.840078e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215486 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171352 members 
Mstep: Class 6 contains 27892 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303427 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6461 members 
Mstep: Class 11 contains 153609 members 
Mstep: Class 12 contains 81722 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46884 members 
Mstep: Class 19 contains 51895 members 
Mstep: Class 20 contains 36617 members 
Mstep: Class 21 contains 14252 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4604 members 
Mstep: Class 30 contains 159651 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47840 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 191Q: 34 clusters Score -1.84008e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215486 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171345 members 
Mstep: Class 6 contains 27898 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303434 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 153609 members 
Mstep: Class 12 contains 81721 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46883 members 
Mstep: Class 19 contains 51897 members 
Mstep: Class 20 contains 36618 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4603 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47842 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 192Q: 34 clusters Score -1.84008e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215488 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77916 members 
Mstep: Class 5 contains 171341 members 
Mstep: Class 6 contains 27902 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303429 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6455 members 
Mstep: Class 11 contains 153612 members 
Mstep: Class 12 contains 81722 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46883 members 
Mstep: Class 19 contains 51895 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159646 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47845 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 193Q: 34 clusters Score -1.84008e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215488 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171330 members 
Mstep: Class 6 contains 27903 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303427 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 153615 members 
Mstep: Class 12 contains 81725 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51896 members 
Mstep: Class 20 contains 36621 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47845 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008016.000000 Penalty: 116968.171875
Iteration 194Q: 34 clusters Score -1.84008e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171330 members 
Mstep: Class 6 contains 27905 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303429 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 153614 members 
Mstep: Class 12 contains 81725 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51895 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159645 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47845 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008064.000000 Penalty: 116968.171875
Iteration 195Q: 34 clusters Score -1.840081e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171323 members 
Mstep: Class 6 contains 27906 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303435 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153609 members 
Mstep: Class 12 contains 81728 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 51893 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14253 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47847 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008096.000000 Penalty: 116968.171875
Iteration 196Q: 34 clusters Score -1.840081e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215493 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171315 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303433 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153610 members 
Mstep: Class 12 contains 81728 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46891 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14254 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47850 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008096.000000 Penalty: 116968.171875
Iteration 197Q: 34 clusters Score -1.840081e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215494 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171311 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303426 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153612 members 
Mstep: Class 12 contains 81732 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36621 members 
Mstep: Class 21 contains 14257 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 198Q: 34 clusters Score -1.84008e+08 nChanged 49
Entering ConstructFrom: 
Score: -184007984.000000 Penalty: 116968.171875
Entering ConstructFrom: 
Trying to split cluster 1 (215499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215499 members 
Entering Unmasked Estep 
Score: -25342282.000000 Penalty: 3045.616455
	Iteration 0F: 2 clusters Score -2.534228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -25202434.000000 Penalty: 6091.232910
	Iteration 0F: 3 clusters Score -2.520243e+07 nChanged 103910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -25263274.000000 Penalty: 6091.232910
	Iteration 1F: 3 clusters Score -2.526327e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -25264740.000000 Penalty: 6091.232910
	Iteration 2Q: 3 clusters Score -2.526474e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -25266888.000000 Penalty: 6091.232910
	Iteration 3Q: 3 clusters Score -2.526689e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -25271364.000000 Penalty: 6091.232910
	Iteration 4Q: 3 clusters Score -2.527136e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141029 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -25279906.000000 Penalty: 6091.232910
	Iteration 5F: 3 clusters Score -2.527991e+07 nChanged 17581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -25293728.000000 Penalty: 6091.232910
	Iteration 6F: 3 clusters Score -2.529373e+07 nChanged 18353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173099 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -25310102.000000 Penalty: 6091.232910
	Iteration 7F: 3 clusters Score -2.53101e+07 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187207 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -25324092.000000 Penalty: 6091.232910
	Iteration 8F: 3 clusters Score -2.532409e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195752 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -25332490.000000 Penalty: 6091.232910
	Iteration 9Q: 3 clusters Score -2.533249e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200241 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -25336256.000000 Penalty: 6091.232910
	Iteration 10Q: 3 clusters Score -2.533626e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202834 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -25337832.000000 Penalty: 6091.232910
	Iteration 11Q: 3 clusters Score -2.533783e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204724 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -25338804.000000 Penalty: 6091.232910
	Iteration 12Q: 3 clusters Score -2.53388e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206172 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -25339208.000000 Penalty: 6091.232910
	Iteration 13Q: 3 clusters Score -2.533921e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207404 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -25339652.000000 Penalty: 6091.232910
	Iteration 14Q: 3 clusters Score -2.533965e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208384 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -25339846.000000 Penalty: 6091.232910
	Iteration 15Q: 3 clusters Score -2.533985e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209243 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -25339958.000000 Penalty: 6091.232910
	Iteration 16Q: 3 clusters Score -2.533996e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209956 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -25340058.000000 Penalty: 6091.232910
	Iteration 17Q: 3 clusters Score -2.534006e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210528 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -25340164.000000 Penalty: 6091.232910
	Iteration 18Q: 3 clusters Score -2.534016e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211020 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -25340226.000000 Penalty: 6091.232910
	Iteration 19Q: 3 clusters Score -2.534023e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211456 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -25340292.000000 Penalty: 6091.232910
	Iteration 20F: 3 clusters Score -2.534029e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211773 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -25340336.000000 Penalty: 6091.232910
	Iteration 21Q: 3 clusters Score -2.534034e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212021 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -25340362.000000 Penalty: 6091.232910
	Iteration 22Q: 3 clusters Score -2.534036e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212236 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -25340396.000000 Penalty: 6091.232910
	Iteration 23Q: 3 clusters Score -2.53404e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212390 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -25340430.000000 Penalty: 6091.232910
	Iteration 24Q: 3 clusters Score -2.534043e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212503 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -25340470.000000 Penalty: 6091.232910
	Iteration 25Q: 3 clusters Score -2.534047e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212589 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -25340472.000000 Penalty: 6091.232910
	Iteration 26Q: 3 clusters Score -2.534047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212672 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -25340486.000000 Penalty: 6091.232910
	Iteration 27Q: 3 clusters Score -2.534049e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212740 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -25340482.000000 Penalty: 6091.232910
	Iteration 28Q: 3 clusters Score -2.534048e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212806 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -25340476.000000 Penalty: 6091.232910
	Iteration 29Q: 3 clusters Score -2.534048e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212859 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -25340490.000000 Penalty: 6091.232910
	Iteration 30Q: 3 clusters Score -2.534049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212895 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -25340490.000000 Penalty: 6091.232910
	Iteration 31Q: 3 clusters Score -2.534049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212924 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -25340484.000000 Penalty: 6091.232910
	Iteration 32Q: 3 clusters Score -2.534048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212951 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -25340502.000000 Penalty: 6091.232910
	Iteration 33Q: 3 clusters Score -2.53405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212984 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -25340494.000000 Penalty: 6091.232910
	Iteration 34Q: 3 clusters Score -2.534049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213018 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -25340532.000000 Penalty: 6091.232910
	Iteration 35Q: 3 clusters Score -2.534053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213044 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -25340548.000000 Penalty: 6091.232910
	Iteration 36Q: 3 clusters Score -2.534055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213071 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -25340594.000000 Penalty: 6091.232910
	Iteration 37Q: 3 clusters Score -2.534059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213096 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -25340582.000000 Penalty: 6091.232910
	Iteration 38Q: 3 clusters Score -2.534058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213116 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -25340588.000000 Penalty: 6091.232910
	Iteration 39Q: 3 clusters Score -2.534059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213128 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -25340620.000000 Penalty: 6091.232910
	Iteration 40F: 3 clusters Score -2.534062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213136 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -25340608.000000 Penalty: 6091.232910
	Iteration 41Q: 3 clusters Score -2.534061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213144 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -25340616.000000 Penalty: 6091.232910
	Iteration 42Q: 3 clusters Score -2.534062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213150 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -25340608.000000 Penalty: 6091.232910
	Iteration 43Q: 3 clusters Score -2.534061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213153 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -25340594.000000 Penalty: 6091.232910
	Iteration 44Q: 3 clusters Score -2.534059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213156 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -25340578.000000 Penalty: 6091.232910
	Iteration 45Q: 3 clusters Score -2.534058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213158 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -25340586.000000 Penalty: 6091.232910
	Iteration 46Q: 3 clusters Score -2.534059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213161 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -25340588.000000 Penalty: 6091.232910
	Iteration 47Q: 3 clusters Score -2.534059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213161 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -25340588.000000 Penalty: 6091.232910
	Iteration 48F: 3 clusters Score -2.534059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Entering Unmasked Estep 
Score: -9602694.000000 Penalty: 2807.160400
	Iteration 0F: 2 clusters Score -9602694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -9547860.000000 Penalty: 5614.320801
	Iteration 0F: 3 clusters Score -9547860 nChanged 38656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -9570517.000000 Penalty: 5614.320801
	Iteration 1F: 3 clusters Score -9570517 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -9572349.000000 Penalty: 5614.320801
	Iteration 2F: 3 clusters Score -9572349 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -9575215.000000 Penalty: 5614.320801
	Iteration 3F: 3 clusters Score -9575215 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -9579634.000000 Penalty: 5614.320801
	Iteration 4F: 3 clusters Score -9579634 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -9585824.000000 Penalty: 5614.320801
	Iteration 5F: 3 clusters Score -9585824 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -9592011.000000 Penalty: 5614.320801
	Iteration 6F: 3 clusters Score -9592011 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -9596489.000000 Penalty: 5614.320801
	Iteration 7F: 3 clusters Score -9596489 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9598852.000000 Penalty: 5614.320801
	Iteration 8Q: 3 clusters Score -9598852 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9600065.000000 Penalty: 5614.320801
	Iteration 9Q: 3 clusters Score -9600065 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9600686.000000 Penalty: 5614.320801
	Iteration 10Q: 3 clusters Score -9600686 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9601018.000000 Penalty: 5614.320801
	Iteration 11Q: 3 clusters Score -9601018 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9601207.000000 Penalty: 5614.320801
	Iteration 12Q: 3 clusters Score -9601207 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9601307.000000 Penalty: 5614.320801
	Iteration 13Q: 3 clusters Score -9601307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9601346.000000 Penalty: 5614.320801
	Iteration 14Q: 3 clusters Score -9601346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9601385.000000 Penalty: 5614.320801
	Iteration 15Q: 3 clusters Score -9601385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9601401.000000 Penalty: 5614.320801
	Iteration 16Q: 3 clusters Score -9601401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9601410.000000 Penalty: 5614.320801
	Iteration 17Q: 3 clusters Score -9601410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9601433.000000 Penalty: 5614.320801
	Iteration 18Q: 3 clusters Score -9601433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9601434.000000 Penalty: 5614.320801
	Iteration 19Q: 3 clusters Score -9601434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9601451.000000 Penalty: 5614.320801
	Iteration 20F: 3 clusters Score -9601451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9601455.000000 Penalty: 5614.320801
	Iteration 21Q: 3 clusters Score -9601455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9601457.000000 Penalty: 5614.320801
	Iteration 22Q: 3 clusters Score -9601457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9601458.000000 Penalty: 5614.320801
	Iteration 23Q: 3 clusters Score -9601458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9601460.000000 Penalty: 5614.320801
	Iteration 24Q: 3 clusters Score -9601460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9601459.000000 Penalty: 5614.320801
	Iteration 25Q: 3 clusters Score -9601459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9601459.000000 Penalty: 5614.320801
	Iteration 26Q: 3 clusters Score -9601459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9601453.000000 Penalty: 5614.320801
	Iteration 27Q: 3 clusters Score -9601453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9601461.000000 Penalty: 5614.320801
	Iteration 28Q: 3 clusters Score -9601461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9601469.000000 Penalty: 5614.320801
	Iteration 29Q: 3 clusters Score -9601469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9601469.000000 Penalty: 5614.320801
	Iteration 30Q: 3 clusters Score -9601469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9601481.000000 Penalty: 5614.320801
	Iteration 31Q: 3 clusters Score -9601481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9601487.000000 Penalty: 5614.320801
	Iteration 32Q: 3 clusters Score -9601487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9601500.000000 Penalty: 5614.320801
	Iteration 33Q: 3 clusters Score -9601500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9601489.000000 Penalty: 5614.320801
	Iteration 34Q: 3 clusters Score -9601489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9601486.000000 Penalty: 5614.320801
	Iteration 35Q: 3 clusters Score -9601486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9601496.000000 Penalty: 5614.320801
	Iteration 36Q: 3 clusters Score -9601496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9601495.000000 Penalty: 5614.320801
	Iteration 37Q: 3 clusters Score -9601495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9601497.000000 Penalty: 5614.320801
	Iteration 38Q: 3 clusters Score -9601497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9601488.000000 Penalty: 5614.320801
	Iteration 39Q: 3 clusters Score -9601488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9601482.000000 Penalty: 5614.320801
	Iteration 40F: 3 clusters Score -9601482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9601483.000000 Penalty: 5614.320801
	Iteration 41Q: 3 clusters Score -9601483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9601482.000000 Penalty: 5614.320801
	Iteration 42Q: 3 clusters Score -9601482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9601487.000000 Penalty: 5614.320801
	Iteration 43Q: 3 clusters Score -9601487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9601489.000000 Penalty: 5614.320801
	Iteration 44Q: 3 clusters Score -9601489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9601490.000000 Penalty: 5614.320801
	Iteration 45Q: 3 clusters Score -9601490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9601486.000000 Penalty: 5614.320801
	Iteration 46Q: 3 clusters Score -9601486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9601491.000000 Penalty: 5614.320801
	Iteration 47Q: 3 clusters Score -9601491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9601491.000000 Penalty: 5614.320801
	Iteration 48F: 3 clusters Score -9601491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -60750.050781 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -60750.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59164.734375 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59164.73 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59427.375000 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59427.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59564.761719 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -59564.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59633.929688 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -59633.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59667.640625 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -59667.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59691.898438 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -59691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59714.882812 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -59714.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59748.617188 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -59748.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59811.578125 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -59811.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59865.078125 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -59865.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60074.929688 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -60074.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60194.015625 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -60194.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60246.675781 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -60246.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60260.105469 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -60260.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60278.574219 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -60278.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60280.421875 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -60280.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60283.011719 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -60283.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60285.992188 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -60285.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60290.777344 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -60290.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60296.933594 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -60296.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60296.933594 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -60296.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Entering Unmasked Estep 
Score: -9255690.000000 Penalty: 2793.310303
	Iteration 0F: 2 clusters Score -9255690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -9203386.000000 Penalty: 5586.620605
	Iteration 0F: 3 clusters Score -9203386 nChanged 36733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -9223879.000000 Penalty: 5586.620605
	Iteration 1F: 3 clusters Score -9223879 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -9224558.000000 Penalty: 5586.620605
	Iteration 2Q: 3 clusters Score -9224558 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -9225292.000000 Penalty: 5586.620605
	Iteration 3Q: 3 clusters Score -9225292 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -9226067.000000 Penalty: 5586.620605
	Iteration 4Q: 3 clusters Score -9226067 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -9226951.000000 Penalty: 5586.620605
	Iteration 5Q: 3 clusters Score -9226951 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -9228183.000000 Penalty: 5586.620605
	Iteration 6Q: 3 clusters Score -9228183 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -9229932.000000 Penalty: 5586.620605
	Iteration 7Q: 3 clusters Score -9229932 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -9232516.000000 Penalty: 5586.620605
	Iteration 8F: 3 clusters Score -9232516 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -9236490.000000 Penalty: 5586.620605
	Iteration 9F: 3 clusters Score -9236490 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -9241476.000000 Penalty: 5586.620605
	Iteration 10F: 3 clusters Score -9241476 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -9245507.000000 Penalty: 5586.620605
	Iteration 11F: 3 clusters Score -9245507 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -9247514.000000 Penalty: 5586.620605
	Iteration 12Q: 3 clusters Score -9247514 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -9248349.000000 Penalty: 5586.620605
	Iteration 13Q: 3 clusters Score -9248349 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -9248865.000000 Penalty: 5586.620605
	Iteration 14Q: 3 clusters Score -9248865 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -9249369.000000 Penalty: 5586.620605
	Iteration 15Q: 3 clusters Score -9249369 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -9249807.000000 Penalty: 5586.620605
	Iteration 16Q: 3 clusters Score -9249807 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -9250147.000000 Penalty: 5586.620605
	Iteration 17Q: 3 clusters Score -9250147 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -9250473.000000 Penalty: 5586.620605
	Iteration 18Q: 3 clusters Score -9250473 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -9250798.000000 Penalty: 5586.620605
	Iteration 19Q: 3 clusters Score -9250798 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -9251087.000000 Penalty: 5586.620605
	Iteration 20F: 3 clusters Score -9251087 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -9251333.000000 Penalty: 5586.620605
	Iteration 21Q: 3 clusters Score -9251333 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9251590.000000 Penalty: 5586.620605
	Iteration 22Q: 3 clusters Score -9251590 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -9251777.000000 Penalty: 5586.620605
	Iteration 23Q: 3 clusters Score -9251777 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9252005.000000 Penalty: 5586.620605
	Iteration 24Q: 3 clusters Score -9252005 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9252206.000000 Penalty: 5586.620605
	Iteration 25Q: 3 clusters Score -9252206 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -9252425.000000 Penalty: 5586.620605
	Iteration 26Q: 3 clusters Score -9252425 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -9252580.000000 Penalty: 5586.620605
	Iteration 27Q: 3 clusters Score -9252580 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -9252704.000000 Penalty: 5586.620605
	Iteration 28Q: 3 clusters Score -9252704 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -9252839.000000 Penalty: 5586.620605
	Iteration 29Q: 3 clusters Score -9252839 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -9252956.000000 Penalty: 5586.620605
	Iteration 30Q: 3 clusters Score -9252956 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -9253066.000000 Penalty: 5586.620605
	Iteration 31Q: 3 clusters Score -9253066 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -9253123.000000 Penalty: 5586.620605
	Iteration 32Q: 3 clusters Score -9253123 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -9253217.000000 Penalty: 5586.620605
	Iteration 33Q: 3 clusters Score -9253217 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -9253339.000000 Penalty: 5586.620605
	Iteration 34Q: 3 clusters Score -9253339 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -9253364.000000 Penalty: 5586.620605
	Iteration 35Q: 3 clusters Score -9253364 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -9253423.000000 Penalty: 5586.620605
	Iteration 36Q: 3 clusters Score -9253423 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -9253485.000000 Penalty: 5586.620605
	Iteration 37Q: 3 clusters Score -9253485 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -9253537.000000 Penalty: 5586.620605
	Iteration 38Q: 3 clusters Score -9253537 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -9253579.000000 Penalty: 5586.620605
	Iteration 39Q: 3 clusters Score -9253579 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -9253623.000000 Penalty: 5586.620605
	Iteration 40F: 3 clusters Score -9253623 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -9253649.000000 Penalty: 5586.620605
	Iteration 41Q: 3 clusters Score -9253649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -9253700.000000 Penalty: 5586.620605
	Iteration 42Q: 3 clusters Score -9253700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -9253740.000000 Penalty: 5586.620605
	Iteration 43Q: 3 clusters Score -9253740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -9253779.000000 Penalty: 5586.620605
	Iteration 44Q: 3 clusters Score -9253779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -9253796.000000 Penalty: 5586.620605
	Iteration 45Q: 3 clusters Score -9253796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -9253821.000000 Penalty: 5586.620605
	Iteration 46Q: 3 clusters Score -9253821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -9253857.000000 Penalty: 5586.620605
	Iteration 47Q: 3 clusters Score -9253857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -9253867.000000 Penalty: 5586.620605
	Iteration 48Q: 3 clusters Score -9253867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -9253881.000000 Penalty: 5586.620605
	Iteration 49Q: 3 clusters Score -9253881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -9253888.000000 Penalty: 5586.620605
	Iteration 50Q: 3 clusters Score -9253888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -9253895.000000 Penalty: 5586.620605
	Iteration 51Q: 3 clusters Score -9253895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -9253904.000000 Penalty: 5586.620605
	Iteration 52Q: 3 clusters Score -9253904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -9253914.000000 Penalty: 5586.620605
	Iteration 53Q: 3 clusters Score -9253914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -9253942.000000 Penalty: 5586.620605
	Iteration 54Q: 3 clusters Score -9253942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -9253947.000000 Penalty: 5586.620605
	Iteration 55Q: 3 clusters Score -9253947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -9253950.000000 Penalty: 5586.620605
	Iteration 56Q: 3 clusters Score -9253950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -9253951.000000 Penalty: 5586.620605
	Iteration 57Q: 3 clusters Score -9253951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -9253963.000000 Penalty: 5586.620605
	Iteration 58Q: 3 clusters Score -9253963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -9253972.000000 Penalty: 5586.620605
	Iteration 59Q: 3 clusters Score -9253972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -9253972.000000 Penalty: 5586.620605
	Iteration 60F: 3 clusters Score -9253972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -9253965.000000 Penalty: 5586.620605
	Iteration 61Q: 3 clusters Score -9253965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -9253964.000000 Penalty: 5586.620605
	Iteration 62Q: 3 clusters Score -9253964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -9253966.000000 Penalty: 5586.620605
	Iteration 63Q: 3 clusters Score -9253966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -9253961.000000 Penalty: 5586.620605
	Iteration 64Q: 3 clusters Score -9253961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -9253962.000000 Penalty: 5586.620605
	Iteration 65Q: 3 clusters Score -9253962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -9253963.000000 Penalty: 5586.620605
	Iteration 66Q: 3 clusters Score -9253963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -9253971.000000 Penalty: 5586.620605
	Iteration 67Q: 3 clusters Score -9253971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -9253974.000000 Penalty: 5586.620605
	Iteration 68Q: 3 clusters Score -9253974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -9253981.000000 Penalty: 5586.620605
	Iteration 69Q: 3 clusters Score -9253981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -9253982.000000 Penalty: 5586.620605
	Iteration 70Q: 3 clusters Score -9253982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -9253978.000000 Penalty: 5586.620605
	Iteration 71Q: 3 clusters Score -9253978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -9253987.000000 Penalty: 5586.620605
	Iteration 72Q: 3 clusters Score -9253987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -9253988.000000 Penalty: 5586.620605
	Iteration 73Q: 3 clusters Score -9253988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -9253989.000000 Penalty: 5586.620605
	Iteration 74Q: 3 clusters Score -9253989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -9253992.000000 Penalty: 5586.620605
	Iteration 75Q: 3 clusters Score -9253992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -9253987.000000 Penalty: 5586.620605
	Iteration 76Q: 3 clusters Score -9253987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -9253984.000000 Penalty: 5586.620605
	Iteration 77Q: 3 clusters Score -9253984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -9253984.000000 Penalty: 5586.620605
	Iteration 78Q: 3 clusters Score -9253984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -9253985.000000 Penalty: 5586.620605
	Iteration 79Q: 3 clusters Score -9253985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -9253985.000000 Penalty: 5586.620605
	Iteration 80F: 3 clusters Score -9253985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Entering Unmasked Estep 
Score: -20191798.000000 Penalty: 2988.696289
	Iteration 0F: 2 clusters Score -2.01918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -20078280.000000 Penalty: 5977.392578
	Iteration 0F: 3 clusters Score -2.007828e+07 nChanged 81996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -20125370.000000 Penalty: 5977.392578
	Iteration 1F: 3 clusters Score -2.012537e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -20126166.000000 Penalty: 5977.392578
	Iteration 2Q: 3 clusters Score -2.012617e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -20126832.000000 Penalty: 5977.392578
	Iteration 3Q: 3 clusters Score -2.012683e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -20127642.000000 Penalty: 5977.392578
	Iteration 4Q: 3 clusters Score -2.012764e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -20128602.000000 Penalty: 5977.392578
	Iteration 5Q: 3 clusters Score -2.01286e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -20129784.000000 Penalty: 5977.392578
	Iteration 6Q: 3 clusters Score -2.012978e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -20130972.000000 Penalty: 5977.392578
	Iteration 7Q: 3 clusters Score -2.013097e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -20132718.000000 Penalty: 5977.392578
	Iteration 8Q: 3 clusters Score -2.013272e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -20134936.000000 Penalty: 5977.392578
	Iteration 9Q: 3 clusters Score -2.013494e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -20138104.000000 Penalty: 5977.392578
	Iteration 10Q: 3 clusters Score -2.01381e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -20143268.000000 Penalty: 5977.392578
	Iteration 11F: 3 clusters Score -2.014327e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -20150318.000000 Penalty: 5977.392578
	Iteration 12F: 3 clusters Score -2.015032e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -20158252.000000 Penalty: 5977.392578
	Iteration 13F: 3 clusters Score -2.015825e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -20163728.000000 Penalty: 5977.392578
	Iteration 14F: 3 clusters Score -2.016373e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -20166108.000000 Penalty: 5977.392578
	Iteration 15Q: 3 clusters Score -2.016611e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112368 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -20167150.000000 Penalty: 5977.392578
	Iteration 16Q: 3 clusters Score -2.016715e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -20168014.000000 Penalty: 5977.392578
	Iteration 17Q: 3 clusters Score -2.016801e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -20169046.000000 Penalty: 5977.392578
	Iteration 18Q: 3 clusters Score -2.016905e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -20169896.000000 Penalty: 5977.392578
	Iteration 19Q: 3 clusters Score -2.01699e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -20170858.000000 Penalty: 5977.392578
	Iteration 20F: 3 clusters Score -2.017086e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -20171802.000000 Penalty: 5977.392578
	Iteration 21Q: 3 clusters Score -2.01718e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125796 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -20172690.000000 Penalty: 5977.392578
	Iteration 22Q: 3 clusters Score -2.017269e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -20173608.000000 Penalty: 5977.392578
	Iteration 23Q: 3 clusters Score -2.017361e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -20174572.000000 Penalty: 5977.392578
	Iteration 24Q: 3 clusters Score -2.017457e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -20175678.000000 Penalty: 5977.392578
	Iteration 25Q: 3 clusters Score -2.017568e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -20176570.000000 Penalty: 5977.392578
	Iteration 26Q: 3 clusters Score -2.017657e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137536 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -20177546.000000 Penalty: 5977.392578
	Iteration 27Q: 3 clusters Score -2.017755e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -20178358.000000 Penalty: 5977.392578
	Iteration 28Q: 3 clusters Score -2.017836e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141954 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -20179232.000000 Penalty: 5977.392578
	Iteration 29Q: 3 clusters Score -2.017923e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144170 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -20180154.000000 Penalty: 5977.392578
	Iteration 30Q: 3 clusters Score -2.018015e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146185 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -20180892.000000 Penalty: 5977.392578
	Iteration 31Q: 3 clusters Score -2.018089e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148146 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -20181634.000000 Penalty: 5977.392578
	Iteration 32Q: 3 clusters Score -2.018163e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -20182186.000000 Penalty: 5977.392578
	Iteration 33Q: 3 clusters Score -2.018219e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151839 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -20182908.000000 Penalty: 5977.392578
	Iteration 34Q: 3 clusters Score -2.018291e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153546 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -20183598.000000 Penalty: 5977.392578
	Iteration 35Q: 3 clusters Score -2.01836e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -20184294.000000 Penalty: 5977.392578
	Iteration 36Q: 3 clusters Score -2.018429e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156862 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -20184744.000000 Penalty: 5977.392578
	Iteration 37Q: 3 clusters Score -2.018474e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -20185324.000000 Penalty: 5977.392578
	Iteration 38Q: 3 clusters Score -2.018532e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159733 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -20185750.000000 Penalty: 5977.392578
	Iteration 39Q: 3 clusters Score -2.018575e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -20186300.000000 Penalty: 5977.392578
	Iteration 40F: 3 clusters Score -2.01863e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162181 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -20186672.000000 Penalty: 5977.392578
	Iteration 41Q: 3 clusters Score -2.018667e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -20187008.000000 Penalty: 5977.392578
	Iteration 42Q: 3 clusters Score -2.018701e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -20187270.000000 Penalty: 5977.392578
	Iteration 43Q: 3 clusters Score -2.018727e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -20187602.000000 Penalty: 5977.392578
	Iteration 44Q: 3 clusters Score -2.01876e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -20187824.000000 Penalty: 5977.392578
	Iteration 45Q: 3 clusters Score -2.018782e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166561 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -20188084.000000 Penalty: 5977.392578
	Iteration 46Q: 3 clusters Score -2.018808e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20188274.000000 Penalty: 5977.392578
	Iteration 47Q: 3 clusters Score -2.018827e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167641 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -20188478.000000 Penalty: 5977.392578
	Iteration 48Q: 3 clusters Score -2.018848e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20188658.000000 Penalty: 5977.392578
	Iteration 49Q: 3 clusters Score -2.018866e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -20188764.000000 Penalty: 5977.392578
	Iteration 50Q: 3 clusters Score -2.018876e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -20188866.000000 Penalty: 5977.392578
	Iteration 51Q: 3 clusters Score -2.018887e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20188936.000000 Penalty: 5977.392578
	Iteration 52Q: 3 clusters Score -2.018894e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20188952.000000 Penalty: 5977.392578
	Iteration 53Q: 3 clusters Score -2.018895e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -20189052.000000 Penalty: 5977.392578
	Iteration 54Q: 3 clusters Score -2.018905e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169561 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20189098.000000 Penalty: 5977.392578
	Iteration 55Q: 3 clusters Score -2.01891e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20189188.000000 Penalty: 5977.392578
	Iteration 56Q: 3 clusters Score -2.018919e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169851 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20189190.000000 Penalty: 5977.392578
	Iteration 57Q: 3 clusters Score -2.018919e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169950 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20189188.000000 Penalty: 5977.392578
	Iteration 58Q: 3 clusters Score -2.018919e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -20189228.000000 Penalty: 5977.392578
	Iteration 59Q: 3 clusters Score -2.018923e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -20189248.000000 Penalty: 5977.392578
	Iteration 60F: 3 clusters Score -2.018925e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170175 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20189272.000000 Penalty: 5977.392578
	Iteration 61Q: 3 clusters Score -2.018927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -20189284.000000 Penalty: 5977.392578
	Iteration 62Q: 3 clusters Score -2.018928e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170270 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20189276.000000 Penalty: 5977.392578
	Iteration 63Q: 3 clusters Score -2.018928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -20189304.000000 Penalty: 5977.392578
	Iteration 64Q: 3 clusters Score -2.01893e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20189316.000000 Penalty: 5977.392578
	Iteration 65Q: 3 clusters Score -2.018932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -20189336.000000 Penalty: 5977.392578
	Iteration 66Q: 3 clusters Score -2.018934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20189360.000000 Penalty: 5977.392578
	Iteration 67Q: 3 clusters Score -2.018936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20189360.000000 Penalty: 5977.392578
	Iteration 68Q: 3 clusters Score -2.018936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20189358.000000 Penalty: 5977.392578
	Iteration 69Q: 3 clusters Score -2.018936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170497 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -20189358.000000 Penalty: 5977.392578
	Iteration 70Q: 3 clusters Score -2.018936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -20189376.000000 Penalty: 5977.392578
	Iteration 71Q: 3 clusters Score -2.018938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170518 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20189388.000000 Penalty: 5977.392578
	Iteration 72Q: 3 clusters Score -2.018939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20189386.000000 Penalty: 5977.392578
	Iteration 73Q: 3 clusters Score -2.018939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20189396.000000 Penalty: 5977.392578
	Iteration 74Q: 3 clusters Score -2.01894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -20189398.000000 Penalty: 5977.392578
	Iteration 75Q: 3 clusters Score -2.01894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170550 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -20189406.000000 Penalty: 5977.392578
	Iteration 76Q: 3 clusters Score -2.018941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170560 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -20189394.000000 Penalty: 5977.392578
	Iteration 77Q: 3 clusters Score -2.018939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20189422.000000 Penalty: 5977.392578
	Iteration 78Q: 3 clusters Score -2.018942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20189420.000000 Penalty: 5977.392578
	Iteration 79Q: 3 clusters Score -2.018942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20189408.000000 Penalty: 5977.392578
	Iteration 80F: 3 clusters Score -2.018941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20189410.000000 Penalty: 5977.392578
	Iteration 81Q: 3 clusters Score -2.018941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20189412.000000 Penalty: 5977.392578
	Iteration 82Q: 3 clusters Score -2.018941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170581 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20189412.000000 Penalty: 5977.392578
	Iteration 83Q: 3 clusters Score -2.018941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -20189414.000000 Penalty: 5977.392578
	Iteration 84Q: 3 clusters Score -2.018941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20189402.000000 Penalty: 5977.392578
	Iteration 85Q: 3 clusters Score -2.01894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20189384.000000 Penalty: 5977.392578
	Iteration 86Q: 3 clusters Score -2.018938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20189390.000000 Penalty: 5977.392578
	Iteration 87Q: 3 clusters Score -2.018939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20189390.000000 Penalty: 5977.392578
	Iteration 88Q: 3 clusters Score -2.018939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20189384.000000 Penalty: 5977.392578
	Iteration 89Q: 3 clusters Score -2.018938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20189388.000000 Penalty: 5977.392578
	Iteration 90Q: 3 clusters Score -2.018939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20189388.000000 Penalty: 5977.392578
	Iteration 91F: 3 clusters Score -2.018939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Entering Unmasked Estep 
Score: -3290769.000000 Penalty: 2538.693848
	Iteration 0F: 2 clusters Score -3290769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3271588.250000 Penalty: 5077.387695
	Iteration 0F: 3 clusters Score -3271588 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3278311.000000 Penalty: 5077.387695
	Iteration 1F: 3 clusters Score -3278311 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3278737.750000 Penalty: 5077.387695
	Iteration 2Q: 3 clusters Score -3278738 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3279164.000000 Penalty: 5077.387695
	Iteration 3Q: 3 clusters Score -3279164 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3279545.250000 Penalty: 5077.387695
	Iteration 4Q: 3 clusters Score -3279545 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3279877.500000 Penalty: 5077.387695
	Iteration 5Q: 3 clusters Score -3279878 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3280254.000000 Penalty: 5077.387695
	Iteration 6Q: 3 clusters Score -3280254 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3280662.000000 Penalty: 5077.387695
	Iteration 7Q: 3 clusters Score -3280662 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3281077.000000 Penalty: 5077.387695
	Iteration 8Q: 3 clusters Score -3281077 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3281558.000000 Penalty: 5077.387695
	Iteration 9Q: 3 clusters Score -3281558 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3282104.750000 Penalty: 5077.387695
	Iteration 10Q: 3 clusters Score -3282105 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3282641.000000 Penalty: 5077.387695
	Iteration 11Q: 3 clusters Score -3282641 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3283188.500000 Penalty: 5077.387695
	Iteration 12Q: 3 clusters Score -3283188 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3283722.500000 Penalty: 5077.387695
	Iteration 13Q: 3 clusters Score -3283722 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3284248.000000 Penalty: 5077.387695
	Iteration 14Q: 3 clusters Score -3284248 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3284699.250000 Penalty: 5077.387695
	Iteration 15Q: 3 clusters Score -3284699 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3285016.000000 Penalty: 5077.387695
	Iteration 16Q: 3 clusters Score -3285016 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3285261.500000 Penalty: 5077.387695
	Iteration 17Q: 3 clusters Score -3285262 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3285475.250000 Penalty: 5077.387695
	Iteration 18Q: 3 clusters Score -3285475 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3285670.000000 Penalty: 5077.387695
	Iteration 19Q: 3 clusters Score -3285670 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3285845.000000 Penalty: 5077.387695
	Iteration 20F: 3 clusters Score -3285845 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3286032.500000 Penalty: 5077.387695
	Iteration 21Q: 3 clusters Score -3286032 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3286223.500000 Penalty: 5077.387695
	Iteration 22Q: 3 clusters Score -3286224 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3286409.500000 Penalty: 5077.387695
	Iteration 23Q: 3 clusters Score -3286410 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3286615.250000 Penalty: 5077.387695
	Iteration 24Q: 3 clusters Score -3286615 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3286784.500000 Penalty: 5077.387695
	Iteration 25Q: 3 clusters Score -3286784 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3286967.750000 Penalty: 5077.387695
	Iteration 26Q: 3 clusters Score -3286968 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3287120.500000 Penalty: 5077.387695
	Iteration 27Q: 3 clusters Score -3287120 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3287274.250000 Penalty: 5077.387695
	Iteration 28Q: 3 clusters Score -3287274 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3287438.750000 Penalty: 5077.387695
	Iteration 29Q: 3 clusters Score -3287439 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3287571.750000 Penalty: 5077.387695
	Iteration 30Q: 3 clusters Score -3287572 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3287690.750000 Penalty: 5077.387695
	Iteration 31Q: 3 clusters Score -3287691 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3287796.500000 Penalty: 5077.387695
	Iteration 32Q: 3 clusters Score -3287796 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3287889.000000 Penalty: 5077.387695
	Iteration 33Q: 3 clusters Score -3287889 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3287976.000000 Penalty: 5077.387695
	Iteration 34Q: 3 clusters Score -3287976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3288067.250000 Penalty: 5077.387695
	Iteration 35Q: 3 clusters Score -3288067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3288146.000000 Penalty: 5077.387695
	Iteration 36Q: 3 clusters Score -3288146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3288217.250000 Penalty: 5077.387695
	Iteration 37Q: 3 clusters Score -3288217 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3288287.500000 Penalty: 5077.387695
	Iteration 38Q: 3 clusters Score -3288288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3288346.250000 Penalty: 5077.387695
	Iteration 39Q: 3 clusters Score -3288346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3288390.500000 Penalty: 5077.387695
	Iteration 40F: 3 clusters Score -3288390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3288432.000000 Penalty: 5077.387695
	Iteration 41Q: 3 clusters Score -3288432 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3288483.000000 Penalty: 5077.387695
	Iteration 42Q: 3 clusters Score -3288483 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3288531.750000 Penalty: 5077.387695
	Iteration 43Q: 3 clusters Score -3288532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3288562.000000 Penalty: 5077.387695
	Iteration 44Q: 3 clusters Score -3288562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3288593.750000 Penalty: 5077.387695
	Iteration 45Q: 3 clusters Score -3288594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3288623.000000 Penalty: 5077.387695
	Iteration 46Q: 3 clusters Score -3288623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3288641.000000 Penalty: 5077.387695
	Iteration 47Q: 3 clusters Score -3288641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3288663.500000 Penalty: 5077.387695
	Iteration 48Q: 3 clusters Score -3288664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3288684.500000 Penalty: 5077.387695
	Iteration 49Q: 3 clusters Score -3288684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3288707.750000 Penalty: 5077.387695
	Iteration 50Q: 3 clusters Score -3288708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3288720.750000 Penalty: 5077.387695
	Iteration 51Q: 3 clusters Score -3288721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3288733.250000 Penalty: 5077.387695
	Iteration 52Q: 3 clusters Score -3288733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3288751.500000 Penalty: 5077.387695
	Iteration 53Q: 3 clusters Score -3288752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3288755.250000 Penalty: 5077.387695
	Iteration 54Q: 3 clusters Score -3288755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3288753.000000 Penalty: 5077.387695
	Iteration 55Q: 3 clusters Score -3288753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3288763.000000 Penalty: 5077.387695
	Iteration 56Q: 3 clusters Score -3288763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3288771.500000 Penalty: 5077.387695
	Iteration 57Q: 3 clusters Score -3288772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3288775.250000 Penalty: 5077.387695
	Iteration 58Q: 3 clusters Score -3288775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3288771.500000 Penalty: 5077.387695
	Iteration 59Q: 3 clusters Score -3288772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3288776.000000 Penalty: 5077.387695
	Iteration 60F: 3 clusters Score -3288776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3288777.750000 Penalty: 5077.387695
	Iteration 61Q: 3 clusters Score -3288778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3288784.250000 Penalty: 5077.387695
	Iteration 62Q: 3 clusters Score -3288784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3288793.500000 Penalty: 5077.387695
	Iteration 63Q: 3 clusters Score -3288794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3288796.500000 Penalty: 5077.387695
	Iteration 64Q: 3 clusters Score -3288796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3288796.000000 Penalty: 5077.387695
	Iteration 65Q: 3 clusters Score -3288796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3288795.000000 Penalty: 5077.387695
	Iteration 66Q: 3 clusters Score -3288795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3288795.000000 Penalty: 5077.387695
	Iteration 67F: 3 clusters Score -3288795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -221621.250000 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -221621.2 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 961 members 
Entering Unmasked Estep 
Score: -219040.828125 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -219040.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219485.968750 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -219486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -219598.906250 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -219598.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219659.531250 Penalty: 3752.376465
	Iteration 3Q: 3 clusters Score -219659.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -219702.578125 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -219702.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219725.468750 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -219725.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -219746.484375 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -219746.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219761.453125 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -219761.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219774.265625 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -219774.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219785.078125 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -219785.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -219791.828125 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -219791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -219797.953125 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -219798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219801.812500 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -219801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219805.484375 Penalty: 3752.376465
	Iteration 13Q: 3 clusters Score -219805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219806.546875 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -219806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -219806.937500 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -219806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -219807.562500 Penalty: 3752.376465
	Iteration 16Q: 3 clusters Score -219807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -219807.562500 Penalty: 3752.376465
	Iteration 17F: 3 clusters Score -219807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (303426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303426 members 
Entering Unmasked Estep 
Score: -35458308.000000 Penalty: 3130.477539
	Iteration 0F: 2 clusters Score -3.545831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 151509 members 
Entering Unmasked Estep 
Score: -35259848.000000 Penalty: 6260.955078
	Iteration 0F: 3 clusters Score -3.525985e+07 nChanged 146804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -35346340.000000 Penalty: 6260.955078
	Iteration 1F: 3 clusters Score -3.534634e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -35347080.000000 Penalty: 6260.955078
	Iteration 2Q: 3 clusters Score -3.534708e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 146060 members 
Entering Unmasked Estep 
Score: -35348076.000000 Penalty: 6260.955078
	Iteration 3Q: 3 clusters Score -3.534808e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 142733 members 
Entering Unmasked Estep 
Score: -35349244.000000 Penalty: 6260.955078
	Iteration 4Q: 3 clusters Score -3.534924e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 137518 members 
Entering Unmasked Estep 
Score: -35350616.000000 Penalty: 6260.955078
	Iteration 5Q: 3 clusters Score -3.535062e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174106 members 
Mstep: Class 2 contains 129320 members 
Entering Unmasked Estep 
Score: -35353372.000000 Penalty: 6260.955078
	Iteration 6Q: 3 clusters Score -3.535337e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186497 members 
Mstep: Class 2 contains 116929 members 
Entering Unmasked Estep 
Score: -35358232.000000 Penalty: 6260.955078
	Iteration 7Q: 3 clusters Score -3.535823e+07 nChanged 18238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204647 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -35367888.000000 Penalty: 6260.955078
	Iteration 8F: 3 clusters Score -3.536789e+07 nChanged 24296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228939 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -35384712.000000 Penalty: 6260.955078
	Iteration 9F: 3 clusters Score -3.538471e+07 nChanged 27247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256186 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -35408172.000000 Penalty: 6260.955078
	Iteration 10F: 3 clusters Score -3.540817e+07 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279808 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -35430704.000000 Penalty: 6260.955078
	Iteration 11F: 3 clusters Score -3.54307e+07 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294545 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -35446220.000000 Penalty: 6260.955078
	Iteration 12Q: 3 clusters Score -3.544622e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300799 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -35452868.000000 Penalty: 6260.955078
	Iteration 13Q: 3 clusters Score -3.545287e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302612 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -35454668.000000 Penalty: 6260.955078
	Iteration 14Q: 3 clusters Score -3.545467e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303034 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35455124.000000 Penalty: 6260.955078
	Iteration 15Q: 3 clusters Score -3.545512e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303147 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35455252.000000 Penalty: 6260.955078
	Iteration 16Q: 3 clusters Score -3.545525e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35455348.000000 Penalty: 6260.955078
	Iteration 17Q: 3 clusters Score -3.545535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303207 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35455388.000000 Penalty: 6260.955078
	Iteration 18Q: 3 clusters Score -3.545539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303220 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35455416.000000 Penalty: 6260.955078
	Iteration 19Q: 3 clusters Score -3.545542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35455460.000000 Penalty: 6260.955078
	Iteration 20F: 3 clusters Score -3.545546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35455472.000000 Penalty: 6260.955078
	Iteration 21Q: 3 clusters Score -3.545547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303226 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35455476.000000 Penalty: 6260.955078
	Iteration 22Q: 3 clusters Score -3.545548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303226 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35455468.000000 Penalty: 6260.955078
	Iteration 23Q: 3 clusters Score -3.545547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303228 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35455444.000000 Penalty: 6260.955078
	Iteration 24Q: 3 clusters Score -3.545544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303229 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35455456.000000 Penalty: 6260.955078
	Iteration 25Q: 3 clusters Score -3.545546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303229 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35455456.000000 Penalty: 6260.955078
	Iteration 26F: 3 clusters Score -3.545546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -98907.578125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -98907.58 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 530 members 
Entering Unmasked Estep 
Score: -97003.820312 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -97003.82 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97657.789062 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -97657.79 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -98105.125000 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -98105.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98337.382812 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -98337.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98468.179688 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -98468.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -98521.445312 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -98521.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98569.117188 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -98569.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98593.984375 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -98593.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98610.960938 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -98610.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -98624.976562 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -98624.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98634.421875 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -98634.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98639.226562 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -98639.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98644.273438 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -98644.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98649.453125 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -98649.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98650.812500 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -98650.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98650.812500 Penalty: 3431.181885
	Iteration 15F: 3 clusters Score -98650.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Entering Unmasked Estep 
Score: -759431.125000 Penalty: 2175.184326
	Iteration 0F: 2 clusters Score -759431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -753935.062500 Penalty: 4350.368652
	Iteration 0F: 3 clusters Score -753935.1 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -755336.187500 Penalty: 4350.368652
	Iteration 1F: 3 clusters Score -755336.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -755542.750000 Penalty: 4350.368652
	Iteration 2F: 3 clusters Score -755542.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -755678.250000 Penalty: 4350.368652
	Iteration 3Q: 3 clusters Score -755678.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -755779.625000 Penalty: 4350.368652
	Iteration 4Q: 3 clusters Score -755779.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -755867.750000 Penalty: 4350.368652
	Iteration 5Q: 3 clusters Score -755867.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -755945.812500 Penalty: 4350.368652
	Iteration 6Q: 3 clusters Score -755945.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -756030.750000 Penalty: 4350.368652
	Iteration 7Q: 3 clusters Score -756030.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -756114.687500 Penalty: 4350.368652
	Iteration 8Q: 3 clusters Score -756114.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -756185.687500 Penalty: 4350.368652
	Iteration 9Q: 3 clusters Score -756185.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -756253.812500 Penalty: 4350.368652
	Iteration 10Q: 3 clusters Score -756253.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -756327.000000 Penalty: 4350.368652
	Iteration 11Q: 3 clusters Score -756327 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -756414.937500 Penalty: 4350.368652
	Iteration 12Q: 3 clusters Score -756414.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -756508.687500 Penalty: 4350.368652
	Iteration 13Q: 3 clusters Score -756508.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -756601.937500 Penalty: 4350.368652
	Iteration 14Q: 3 clusters Score -756601.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -756687.125000 Penalty: 4350.368652
	Iteration 15Q: 3 clusters Score -756687.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -756776.125000 Penalty: 4350.368652
	Iteration 16Q: 3 clusters Score -756776.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -756889.187500 Penalty: 4350.368652
	Iteration 17Q: 3 clusters Score -756889.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -757009.312500 Penalty: 4350.368652
	Iteration 18Q: 3 clusters Score -757009.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -757129.375000 Penalty: 4350.368652
	Iteration 19Q: 3 clusters Score -757129.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -757244.375000 Penalty: 4350.368652
	Iteration 20F: 3 clusters Score -757244.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -757346.625000 Penalty: 4350.368652
	Iteration 21Q: 3 clusters Score -757346.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -757408.562500 Penalty: 4350.368652
	Iteration 22Q: 3 clusters Score -757408.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -757455.312500 Penalty: 4350.368652
	Iteration 23Q: 3 clusters Score -757455.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -757498.812500 Penalty: 4350.368652
	Iteration 24Q: 3 clusters Score -757498.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -757525.062500 Penalty: 4350.368652
	Iteration 25Q: 3 clusters Score -757525.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -757542.562500 Penalty: 4350.368652
	Iteration 26Q: 3 clusters Score -757542.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -757555.062500 Penalty: 4350.368652
	Iteration 27Q: 3 clusters Score -757555.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -757565.437500 Penalty: 4350.368652
	Iteration 28Q: 3 clusters Score -757565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -757571.875000 Penalty: 4350.368652
	Iteration 29Q: 3 clusters Score -757571.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -757574.812500 Penalty: 4350.368652
	Iteration 30Q: 3 clusters Score -757574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -757579.187500 Penalty: 4350.368652
	Iteration 31Q: 3 clusters Score -757579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -757582.437500 Penalty: 4350.368652
	Iteration 32Q: 3 clusters Score -757582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -757584.375000 Penalty: 4350.368652
	Iteration 33Q: 3 clusters Score -757584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -757585.750000 Penalty: 4350.368652
	Iteration 34Q: 3 clusters Score -757585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -757589.312500 Penalty: 4350.368652
	Iteration 35Q: 3 clusters Score -757589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -757590.187500 Penalty: 4350.368652
	Iteration 36Q: 3 clusters Score -757590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -757589.937500 Penalty: 4350.368652
	Iteration 37Q: 3 clusters Score -757589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -757590.812500 Penalty: 4350.368652
	Iteration 38Q: 3 clusters Score -757590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -757591.687500 Penalty: 4350.368652
	Iteration 39Q: 3 clusters Score -757591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -757591.687500 Penalty: 4350.368652
	Iteration 40F: 3 clusters Score -757591.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153611 members 
Entering Unmasked Estep 
Score: -17995116.000000 Penalty: 2961.660400
	Iteration 0F: 2 clusters Score -1.799512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -17891940.000000 Penalty: 5923.320801
	Iteration 0F: 3 clusters Score -1.789194e+07 nChanged 73478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -17934534.000000 Penalty: 5923.320801
	Iteration 1F: 3 clusters Score -1.793453e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -17935098.000000 Penalty: 5923.320801
	Iteration 2Q: 3 clusters Score -1.79351e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -17935760.000000 Penalty: 5923.320801
	Iteration 3Q: 3 clusters Score -1.793576e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -17936552.000000 Penalty: 5923.320801
	Iteration 4Q: 3 clusters Score -1.793655e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -17937626.000000 Penalty: 5923.320801
	Iteration 5Q: 3 clusters Score -1.793763e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -17939068.000000 Penalty: 5923.320801
	Iteration 6Q: 3 clusters Score -1.793907e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -17941284.000000 Penalty: 5923.320801
	Iteration 7Q: 3 clusters Score -1.794128e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -17944850.000000 Penalty: 5923.320801
	Iteration 8Q: 3 clusters Score -1.794485e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -17950724.000000 Penalty: 5923.320801
	Iteration 9F: 3 clusters Score -1.795072e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -17958586.000000 Penalty: 5923.320801
	Iteration 10F: 3 clusters Score -1.795859e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -17966678.000000 Penalty: 5923.320801
	Iteration 11F: 3 clusters Score -1.796668e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -17971812.000000 Penalty: 5923.320801
	Iteration 12F: 3 clusters Score -1.797181e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -17973828.000000 Penalty: 5923.320801
	Iteration 13Q: 3 clusters Score -1.797383e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -17974846.000000 Penalty: 5923.320801
	Iteration 14Q: 3 clusters Score -1.797485e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -17975550.000000 Penalty: 5923.320801
	Iteration 15Q: 3 clusters Score -1.797555e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -17976242.000000 Penalty: 5923.320801
	Iteration 16Q: 3 clusters Score -1.797624e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -17977008.000000 Penalty: 5923.320801
	Iteration 17Q: 3 clusters Score -1.797701e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -17977780.000000 Penalty: 5923.320801
	Iteration 18Q: 3 clusters Score -1.797778e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -17978504.000000 Penalty: 5923.320801
	Iteration 19Q: 3 clusters Score -1.79785e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -17979206.000000 Penalty: 5923.320801
	Iteration 20F: 3 clusters Score -1.797921e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -17979932.000000 Penalty: 5923.320801
	Iteration 21Q: 3 clusters Score -1.797993e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -17980458.000000 Penalty: 5923.320801
	Iteration 22Q: 3 clusters Score -1.798046e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -17981042.000000 Penalty: 5923.320801
	Iteration 23Q: 3 clusters Score -1.798104e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -17981478.000000 Penalty: 5923.320801
	Iteration 24Q: 3 clusters Score -1.798148e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -17981734.000000 Penalty: 5923.320801
	Iteration 25Q: 3 clusters Score -1.798173e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -17981976.000000 Penalty: 5923.320801
	Iteration 26Q: 3 clusters Score -1.798198e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -17982280.000000 Penalty: 5923.320801
	Iteration 27Q: 3 clusters Score -1.798228e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -17982462.000000 Penalty: 5923.320801
	Iteration 28Q: 3 clusters Score -1.798246e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -17982610.000000 Penalty: 5923.320801
	Iteration 29Q: 3 clusters Score -1.798261e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -17982806.000000 Penalty: 5923.320801
	Iteration 30Q: 3 clusters Score -1.798281e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -17982920.000000 Penalty: 5923.320801
	Iteration 31Q: 3 clusters Score -1.798292e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -17982940.000000 Penalty: 5923.320801
	Iteration 32Q: 3 clusters Score -1.798294e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -17982980.000000 Penalty: 5923.320801
	Iteration 33Q: 3 clusters Score -1.798298e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -17983018.000000 Penalty: 5923.320801
	Iteration 34Q: 3 clusters Score -1.798302e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -17983066.000000 Penalty: 5923.320801
	Iteration 35Q: 3 clusters Score -1.798307e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -17983080.000000 Penalty: 5923.320801
	Iteration 36Q: 3 clusters Score -1.798308e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -17983188.000000 Penalty: 5923.320801
	Iteration 37Q: 3 clusters Score -1.798319e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -17983266.000000 Penalty: 5923.320801
	Iteration 38Q: 3 clusters Score -1.798327e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -17983342.000000 Penalty: 5923.320801
	Iteration 39Q: 3 clusters Score -1.798334e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -17983390.000000 Penalty: 5923.320801
	Iteration 40F: 3 clusters Score -1.798339e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -17983372.000000 Penalty: 5923.320801
	Iteration 41Q: 3 clusters Score -1.798337e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -17983440.000000 Penalty: 5923.320801
	Iteration 42Q: 3 clusters Score -1.798344e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -17983448.000000 Penalty: 5923.320801
	Iteration 43Q: 3 clusters Score -1.798345e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -17983548.000000 Penalty: 5923.320801
	Iteration 44Q: 3 clusters Score -1.798355e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -17983554.000000 Penalty: 5923.320801
	Iteration 45Q: 3 clusters Score -1.798355e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -17983610.000000 Penalty: 5923.320801
	Iteration 46Q: 3 clusters Score -1.798361e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -17983708.000000 Penalty: 5923.320801
	Iteration 47Q: 3 clusters Score -1.798371e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -17983748.000000 Penalty: 5923.320801
	Iteration 48Q: 3 clusters Score -1.798375e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -17983890.000000 Penalty: 5923.320801
	Iteration 49Q: 3 clusters Score -1.798389e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -17983966.000000 Penalty: 5923.320801
	Iteration 50Q: 3 clusters Score -1.798397e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -17984010.000000 Penalty: 5923.320801
	Iteration 51Q: 3 clusters Score -1.798401e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -17984118.000000 Penalty: 5923.320801
	Iteration 52Q: 3 clusters Score -1.798412e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -17984204.000000 Penalty: 5923.320801
	Iteration 53Q: 3 clusters Score -1.79842e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -17984226.000000 Penalty: 5923.320801
	Iteration 54Q: 3 clusters Score -1.798423e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -17984294.000000 Penalty: 5923.320801
	Iteration 55Q: 3 clusters Score -1.798429e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -17984508.000000 Penalty: 5923.320801
	Iteration 56Q: 3 clusters Score -1.798451e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -17984562.000000 Penalty: 5923.320801
	Iteration 57Q: 3 clusters Score -1.798456e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -17984560.000000 Penalty: 5923.320801
	Iteration 58Q: 3 clusters Score -1.798456e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -17984722.000000 Penalty: 5923.320801
	Iteration 59Q: 3 clusters Score -1.798472e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -17984880.000000 Penalty: 5923.320801
	Iteration 60F: 3 clusters Score -1.798488e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -17985028.000000 Penalty: 5923.320801
	Iteration 61Q: 3 clusters Score -1.798503e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -17985174.000000 Penalty: 5923.320801
	Iteration 62Q: 3 clusters Score -1.798517e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -17985406.000000 Penalty: 5923.320801
	Iteration 63Q: 3 clusters Score -1.798541e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -17985636.000000 Penalty: 5923.320801
	Iteration 64Q: 3 clusters Score -1.798564e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 113173 members 
Entering Unmasked Estep 
Score: -17985850.000000 Penalty: 5923.320801
	Iteration 65Q: 3 clusters Score -1.798585e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -17986090.000000 Penalty: 5923.320801
	Iteration 66Q: 3 clusters Score -1.798609e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -17986368.000000 Penalty: 5923.320801
	Iteration 67Q: 3 clusters Score -1.798637e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -17986464.000000 Penalty: 5923.320801
	Iteration 68Q: 3 clusters Score -1.798646e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -17986632.000000 Penalty: 5923.320801
	Iteration 69Q: 3 clusters Score -1.798663e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -17986778.000000 Penalty: 5923.320801
	Iteration 70Q: 3 clusters Score -1.798678e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -17986954.000000 Penalty: 5923.320801
	Iteration 71Q: 3 clusters Score -1.798695e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -17987200.000000 Penalty: 5923.320801
	Iteration 72Q: 3 clusters Score -1.79872e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 122601 members 
Entering Unmasked Estep 
Score: -17987444.000000 Penalty: 5923.320801
	Iteration 73Q: 3 clusters Score -1.798744e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -17987660.000000 Penalty: 5923.320801
	Iteration 74Q: 3 clusters Score -1.798766e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 124913 members 
Entering Unmasked Estep 
Score: -17987950.000000 Penalty: 5923.320801
	Iteration 75Q: 3 clusters Score -1.798795e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -17988210.000000 Penalty: 5923.320801
	Iteration 76Q: 3 clusters Score -1.798821e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -17988344.000000 Penalty: 5923.320801
	Iteration 77Q: 3 clusters Score -1.798834e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 128463 members 
Entering Unmasked Estep 
Score: -17988576.000000 Penalty: 5923.320801
	Iteration 78Q: 3 clusters Score -1.798858e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 129654 members 
Entering Unmasked Estep 
Score: -17988900.000000 Penalty: 5923.320801
	Iteration 79Q: 3 clusters Score -1.79889e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -17989246.000000 Penalty: 5923.320801
	Iteration 80F: 3 clusters Score -1.798925e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -17989556.000000 Penalty: 5923.320801
	Iteration 81Q: 3 clusters Score -1.798956e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -17989820.000000 Penalty: 5923.320801
	Iteration 82Q: 3 clusters Score -1.798982e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 134285 members 
Entering Unmasked Estep 
Score: -17990092.000000 Penalty: 5923.320801
	Iteration 83Q: 3 clusters Score -1.799009e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -17990436.000000 Penalty: 5923.320801
	Iteration 84Q: 3 clusters Score -1.799044e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 136270 members 
Entering Unmasked Estep 
Score: -17990718.000000 Penalty: 5923.320801
	Iteration 85Q: 3 clusters Score -1.799072e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -17990916.000000 Penalty: 5923.320801
	Iteration 86Q: 3 clusters Score -1.799092e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -17991146.000000 Penalty: 5923.320801
	Iteration 87Q: 3 clusters Score -1.799115e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 138860 members 
Entering Unmasked Estep 
Score: -17991280.000000 Penalty: 5923.320801
	Iteration 88Q: 3 clusters Score -1.799128e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 139618 members 
Entering Unmasked Estep 
Score: -17991498.000000 Penalty: 5923.320801
	Iteration 89Q: 3 clusters Score -1.79915e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 140301 members 
Entering Unmasked Estep 
Score: -17991732.000000 Penalty: 5923.320801
	Iteration 90Q: 3 clusters Score -1.799173e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -17991858.000000 Penalty: 5923.320801
	Iteration 91Q: 3 clusters Score -1.799186e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -17991938.000000 Penalty: 5923.320801
	Iteration 92Q: 3 clusters Score -1.799194e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 142070 members 
Entering Unmasked Estep 
Score: -17992020.000000 Penalty: 5923.320801
	Iteration 93Q: 3 clusters Score -1.799202e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 142561 members 
Entering Unmasked Estep 
Score: -17992120.000000 Penalty: 5923.320801
	Iteration 94Q: 3 clusters Score -1.799212e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 143010 members 
Entering Unmasked Estep 
Score: -17992248.000000 Penalty: 5923.320801
	Iteration 95Q: 3 clusters Score -1.799225e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
Score: -17992326.000000 Penalty: 5923.320801
	Iteration 96Q: 3 clusters Score -1.799233e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -17992384.000000 Penalty: 5923.320801
	Iteration 97Q: 3 clusters Score -1.799238e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -17992444.000000 Penalty: 5923.320801
	Iteration 98Q: 3 clusters Score -1.799244e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -17992580.000000 Penalty: 5923.320801
	Iteration 99Q: 3 clusters Score -1.799258e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -17992634.000000 Penalty: 5923.320801
	Iteration 100F: 3 clusters Score -1.799263e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 145032 members 
Entering Unmasked Estep 
Score: -17992646.000000 Penalty: 5923.320801
	Iteration 101Q: 3 clusters Score -1.799265e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -17992702.000000 Penalty: 5923.320801
	Iteration 102Q: 3 clusters Score -1.79927e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -17992704.000000 Penalty: 5923.320801
	Iteration 103Q: 3 clusters Score -1.79927e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 145817 members 
Entering Unmasked Estep 
Score: -17992750.000000 Penalty: 5923.320801
	Iteration 104Q: 3 clusters Score -1.799275e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -17992836.000000 Penalty: 5923.320801
	Iteration 105Q: 3 clusters Score -1.799284e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 146232 members 
Entering Unmasked Estep 
Score: -17992882.000000 Penalty: 5923.320801
	Iteration 106Q: 3 clusters Score -1.799288e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -17992948.000000 Penalty: 5923.320801
	Iteration 107Q: 3 clusters Score -1.799295e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 146615 members 
Entering Unmasked Estep 
Score: -17992966.000000 Penalty: 5923.320801
	Iteration 108Q: 3 clusters Score -1.799297e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 146796 members 
Entering Unmasked Estep 
Score: -17992934.000000 Penalty: 5923.320801
	Iteration 109Q: 3 clusters Score -1.799293e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -17992980.000000 Penalty: 5923.320801
	Iteration 110Q: 3 clusters Score -1.799298e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -17993008.000000 Penalty: 5923.320801
	Iteration 111Q: 3 clusters Score -1.799301e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -17993024.000000 Penalty: 5923.320801
	Iteration 112Q: 3 clusters Score -1.799302e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 147382 members 
Entering Unmasked Estep 
Score: -17993016.000000 Penalty: 5923.320801
	Iteration 113Q: 3 clusters Score -1.799302e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -17993030.000000 Penalty: 5923.320801
	Iteration 114Q: 3 clusters Score -1.799303e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -17993024.000000 Penalty: 5923.320801
	Iteration 115Q: 3 clusters Score -1.799302e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -17993000.000000 Penalty: 5923.320801
	Iteration 116Q: 3 clusters Score -1.7993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -17992978.000000 Penalty: 5923.320801
	Iteration 117Q: 3 clusters Score -1.799298e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -17992976.000000 Penalty: 5923.320801
	Iteration 118Q: 3 clusters Score -1.799298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 147820 members 
Entering Unmasked Estep 
Score: -17993002.000000 Penalty: 5923.320801
	Iteration 119Q: 3 clusters Score -1.7993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -17993010.000000 Penalty: 5923.320801
	Iteration 120F: 3 clusters Score -1.799301e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -17993020.000000 Penalty: 5923.320801
	Iteration 121Q: 3 clusters Score -1.799302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 148006 members 
Entering Unmasked Estep 
Score: -17993096.000000 Penalty: 5923.320801
	Iteration 122Q: 3 clusters Score -1.79931e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 148099 members 
Entering Unmasked Estep 
Score: -17993140.000000 Penalty: 5923.320801
	Iteration 123Q: 3 clusters Score -1.799314e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 148168 members 
Entering Unmasked Estep 
Score: -17993114.000000 Penalty: 5923.320801
	Iteration 124Q: 3 clusters Score -1.799311e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -17993120.000000 Penalty: 5923.320801
	Iteration 125Q: 3 clusters Score -1.799312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -17993138.000000 Penalty: 5923.320801
	Iteration 126Q: 3 clusters Score -1.799314e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -17993122.000000 Penalty: 5923.320801
	Iteration 127Q: 3 clusters Score -1.799312e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -17993108.000000 Penalty: 5923.320801
	Iteration 128Q: 3 clusters Score -1.799311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 148431 members 
Entering Unmasked Estep 
Score: -17993102.000000 Penalty: 5923.320801
	Iteration 129Q: 3 clusters Score -1.79931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 148472 members 
Entering Unmasked Estep 
Score: -17993098.000000 Penalty: 5923.320801
	Iteration 130Q: 3 clusters Score -1.79931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -17993122.000000 Penalty: 5923.320801
	Iteration 131Q: 3 clusters Score -1.799312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 148545 members 
Entering Unmasked Estep 
Score: -17993122.000000 Penalty: 5923.320801
	Iteration 132Q: 3 clusters Score -1.799312e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -17993112.000000 Penalty: 5923.320801
	Iteration 133Q: 3 clusters Score -1.799311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 148641 members 
Entering Unmasked Estep 
Score: -17993130.000000 Penalty: 5923.320801
	Iteration 134Q: 3 clusters Score -1.799313e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 148689 members 
Entering Unmasked Estep 
Score: -17993138.000000 Penalty: 5923.320801
	Iteration 135Q: 3 clusters Score -1.799314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -17993128.000000 Penalty: 5923.320801
	Iteration 136Q: 3 clusters Score -1.799313e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -17993132.000000 Penalty: 5923.320801
	Iteration 137Q: 3 clusters Score -1.799313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -17993142.000000 Penalty: 5923.320801
	Iteration 138Q: 3 clusters Score -1.799314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -17993148.000000 Penalty: 5923.320801
	Iteration 139Q: 3 clusters Score -1.799315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 148850 members 
Entering Unmasked Estep 
Score: -17993136.000000 Penalty: 5923.320801
	Iteration 140F: 3 clusters Score -1.799314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -17993146.000000 Penalty: 5923.320801
	Iteration 141Q: 3 clusters Score -1.799315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -17993166.000000 Penalty: 5923.320801
	Iteration 142Q: 3 clusters Score -1.799317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -17993154.000000 Penalty: 5923.320801
	Iteration 143Q: 3 clusters Score -1.799315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 148943 members 
Entering Unmasked Estep 
Score: -17993152.000000 Penalty: 5923.320801
	Iteration 144Q: 3 clusters Score -1.799315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -17993142.000000 Penalty: 5923.320801
	Iteration 145Q: 3 clusters Score -1.799314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 148992 members 
Entering Unmasked Estep 
Score: -17993112.000000 Penalty: 5923.320801
	Iteration 146Q: 3 clusters Score -1.799311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 149014 members 
Entering Unmasked Estep 
Score: -17993120.000000 Penalty: 5923.320801
	Iteration 147Q: 3 clusters Score -1.799312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -17993120.000000 Penalty: 5923.320801
	Iteration 148Q: 3 clusters Score -1.799312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 149047 members 
Entering Unmasked Estep 
Score: -17993138.000000 Penalty: 5923.320801
	Iteration 149Q: 3 clusters Score -1.799314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 149062 members 
Entering Unmasked Estep 
Score: -17993134.000000 Penalty: 5923.320801
	Iteration 150Q: 3 clusters Score -1.799313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 149083 members 
Entering Unmasked Estep 
Score: -17993134.000000 Penalty: 5923.320801
	Iteration 151Q: 3 clusters Score -1.799313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -17993112.000000 Penalty: 5923.320801
	Iteration 152Q: 3 clusters Score -1.799311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 149126 members 
Entering Unmasked Estep 
Score: -17993124.000000 Penalty: 5923.320801
	Iteration 153Q: 3 clusters Score -1.799312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -17993138.000000 Penalty: 5923.320801
	Iteration 154Q: 3 clusters Score -1.799314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -17993132.000000 Penalty: 5923.320801
	Iteration 155Q: 3 clusters Score -1.799313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 149158 members 
Entering Unmasked Estep 
Score: -17993136.000000 Penalty: 5923.320801
	Iteration 156Q: 3 clusters Score -1.799314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -17993122.000000 Penalty: 5923.320801
	Iteration 157Q: 3 clusters Score -1.799312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -17993132.000000 Penalty: 5923.320801
	Iteration 158Q: 3 clusters Score -1.799313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -17993156.000000 Penalty: 5923.320801
	Iteration 159Q: 3 clusters Score -1.799316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -17993146.000000 Penalty: 5923.320801
	Iteration 160F: 3 clusters Score -1.799315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -17993142.000000 Penalty: 5923.320801
	Iteration 161Q: 3 clusters Score -1.799314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 149226 members 
Entering Unmasked Estep 
Score: -17993142.000000 Penalty: 5923.320801
	Iteration 162Q: 3 clusters Score -1.799314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 149233 members 
Entering Unmasked Estep 
Score: -17993136.000000 Penalty: 5923.320801
	Iteration 163Q: 3 clusters Score -1.799314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -17993150.000000 Penalty: 5923.320801
	Iteration 164Q: 3 clusters Score -1.799315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -17993162.000000 Penalty: 5923.320801
	Iteration 165Q: 3 clusters Score -1.799316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 149259 members 
Entering Unmasked Estep 
Score: -17993152.000000 Penalty: 5923.320801
	Iteration 166Q: 3 clusters Score -1.799315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 149265 members 
Entering Unmasked Estep 
Score: -17993166.000000 Penalty: 5923.320801
	Iteration 167Q: 3 clusters Score -1.799317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 149267 members 
Entering Unmasked Estep 
Score: -17993164.000000 Penalty: 5923.320801
	Iteration 168Q: 3 clusters Score -1.799316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 149267 members 
Entering Unmasked Estep 
Score: -17993164.000000 Penalty: 5923.320801
	Iteration 169Q: 3 clusters Score -1.799316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 149269 members 
Entering Unmasked Estep 
Score: -17993172.000000 Penalty: 5923.320801
	Iteration 170Q: 3 clusters Score -1.799317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 149272 members 
Entering Unmasked Estep 
Score: -17993166.000000 Penalty: 5923.320801
	Iteration 171Q: 3 clusters Score -1.799317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 149273 members 
Entering Unmasked Estep 
Score: -17993162.000000 Penalty: 5923.320801
	Iteration 172Q: 3 clusters Score -1.799316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -17993166.000000 Penalty: 5923.320801
	Iteration 173Q: 3 clusters Score -1.799317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -17993176.000000 Penalty: 5923.320801
	Iteration 174Q: 3 clusters Score -1.799318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -17993176.000000 Penalty: 5923.320801
	Iteration 175F: 3 clusters Score -1.799318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Entering Unmasked Estep 
Score: -9691305.000000 Penalty: 2805.186768
	Iteration 0F: 2 clusters Score -9691305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -9636639.000000 Penalty: 5610.373535
	Iteration 0F: 3 clusters Score -9636639 nChanged 38361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -9658332.000000 Penalty: 5610.373535
	Iteration 1F: 3 clusters Score -9658332 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -9659077.000000 Penalty: 5610.373535
	Iteration 2Q: 3 clusters Score -9659077 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -9659877.000000 Penalty: 5610.373535
	Iteration 3Q: 3 clusters Score -9659877 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -9660933.000000 Penalty: 5610.373535
	Iteration 4Q: 3 clusters Score -9660933 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -9662542.000000 Penalty: 5610.373535
	Iteration 5Q: 3 clusters Score -9662542 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -9664736.000000 Penalty: 5610.373535
	Iteration 6F: 3 clusters Score -9664736 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -9668051.000000 Penalty: 5610.373535
	Iteration 7F: 3 clusters Score -9668051 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9671967.000000 Penalty: 5610.373535
	Iteration 8F: 3 clusters Score -9671967 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -9675991.000000 Penalty: 5610.373535
	Iteration 9F: 3 clusters Score -9675991 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -9678714.000000 Penalty: 5610.373535
	Iteration 10F: 3 clusters Score -9678714 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -9680036.000000 Penalty: 5610.373535
	Iteration 11Q: 3 clusters Score -9680036 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -9680787.000000 Penalty: 5610.373535
	Iteration 12Q: 3 clusters Score -9680787 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -9681288.000000 Penalty: 5610.373535
	Iteration 13Q: 3 clusters Score -9681288 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -9681695.000000 Penalty: 5610.373535
	Iteration 14Q: 3 clusters Score -9681695 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -9682163.000000 Penalty: 5610.373535
	Iteration 15Q: 3 clusters Score -9682163 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -9682610.000000 Penalty: 5610.373535
	Iteration 16Q: 3 clusters Score -9682610 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -9683115.000000 Penalty: 5610.373535
	Iteration 17Q: 3 clusters Score -9683115 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -9683669.000000 Penalty: 5610.373535
	Iteration 18Q: 3 clusters Score -9683669 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -9684174.000000 Penalty: 5610.373535
	Iteration 19Q: 3 clusters Score -9684174 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -9684664.000000 Penalty: 5610.373535
	Iteration 20F: 3 clusters Score -9684664 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -9685161.000000 Penalty: 5610.373535
	Iteration 21Q: 3 clusters Score -9685161 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -9685587.000000 Penalty: 5610.373535
	Iteration 22Q: 3 clusters Score -9685587 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -9685981.000000 Penalty: 5610.373535
	Iteration 23Q: 3 clusters Score -9685981 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -9686359.000000 Penalty: 5610.373535
	Iteration 24Q: 3 clusters Score -9686359 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -9686683.000000 Penalty: 5610.373535
	Iteration 25Q: 3 clusters Score -9686683 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -9686945.000000 Penalty: 5610.373535
	Iteration 26Q: 3 clusters Score -9686945 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -9687257.000000 Penalty: 5610.373535
	Iteration 27Q: 3 clusters Score -9687257 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -9687488.000000 Penalty: 5610.373535
	Iteration 28Q: 3 clusters Score -9687488 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -9687694.000000 Penalty: 5610.373535
	Iteration 29Q: 3 clusters Score -9687694 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -9687946.000000 Penalty: 5610.373535
	Iteration 30Q: 3 clusters Score -9687946 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -9688163.000000 Penalty: 5610.373535
	Iteration 31Q: 3 clusters Score -9688163 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -9688343.000000 Penalty: 5610.373535
	Iteration 32Q: 3 clusters Score -9688343 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -9688524.000000 Penalty: 5610.373535
	Iteration 33Q: 3 clusters Score -9688524 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -9688620.000000 Penalty: 5610.373535
	Iteration 34Q: 3 clusters Score -9688620 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -9688751.000000 Penalty: 5610.373535
	Iteration 35Q: 3 clusters Score -9688751 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -9688848.000000 Penalty: 5610.373535
	Iteration 36Q: 3 clusters Score -9688848 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -9688933.000000 Penalty: 5610.373535
	Iteration 37Q: 3 clusters Score -9688933 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -9688971.000000 Penalty: 5610.373535
	Iteration 38Q: 3 clusters Score -9688971 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -9689065.000000 Penalty: 5610.373535
	Iteration 39Q: 3 clusters Score -9689065 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -9689094.000000 Penalty: 5610.373535
	Iteration 40F: 3 clusters Score -9689094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -9689129.000000 Penalty: 5610.373535
	Iteration 41Q: 3 clusters Score -9689129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9689181.000000 Penalty: 5610.373535
	Iteration 42Q: 3 clusters Score -9689181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -9689201.000000 Penalty: 5610.373535
	Iteration 43Q: 3 clusters Score -9689201 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -9689221.000000 Penalty: 5610.373535
	Iteration 44Q: 3 clusters Score -9689221 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -9689230.000000 Penalty: 5610.373535
	Iteration 45Q: 3 clusters Score -9689230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -9689240.000000 Penalty: 5610.373535
	Iteration 46Q: 3 clusters Score -9689240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -9689244.000000 Penalty: 5610.373535
	Iteration 47Q: 3 clusters Score -9689244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -9689248.000000 Penalty: 5610.373535
	Iteration 48Q: 3 clusters Score -9689248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -9689254.000000 Penalty: 5610.373535
	Iteration 49Q: 3 clusters Score -9689254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -9689252.000000 Penalty: 5610.373535
	Iteration 50Q: 3 clusters Score -9689252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -9689235.000000 Penalty: 5610.373535
	Iteration 51Q: 3 clusters Score -9689235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -9689247.000000 Penalty: 5610.373535
	Iteration 52Q: 3 clusters Score -9689247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -9689244.000000 Penalty: 5610.373535
	Iteration 53Q: 3 clusters Score -9689244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -9689249.000000 Penalty: 5610.373535
	Iteration 54Q: 3 clusters Score -9689249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -9689251.000000 Penalty: 5610.373535
	Iteration 55Q: 3 clusters Score -9689251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -9689276.000000 Penalty: 5610.373535
	Iteration 56Q: 3 clusters Score -9689276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -9689271.000000 Penalty: 5610.373535
	Iteration 57Q: 3 clusters Score -9689271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -9689288.000000 Penalty: 5610.373535
	Iteration 58Q: 3 clusters Score -9689288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -9689290.000000 Penalty: 5610.373535
	Iteration 59Q: 3 clusters Score -9689290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9689288.000000 Penalty: 5610.373535
	Iteration 60F: 3 clusters Score -9689288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -9689298.000000 Penalty: 5610.373535
	Iteration 61Q: 3 clusters Score -9689298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -9689296.000000 Penalty: 5610.373535
	Iteration 62Q: 3 clusters Score -9689296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -9689312.000000 Penalty: 5610.373535
	Iteration 63Q: 3 clusters Score -9689312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -9689324.000000 Penalty: 5610.373535
	Iteration 64Q: 3 clusters Score -9689324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -9689326.000000 Penalty: 5610.373535
	Iteration 65Q: 3 clusters Score -9689326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -9689322.000000 Penalty: 5610.373535
	Iteration 66Q: 3 clusters Score -9689322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -9689311.000000 Penalty: 5610.373535
	Iteration 67Q: 3 clusters Score -9689311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -9689317.000000 Penalty: 5610.373535
	Iteration 68Q: 3 clusters Score -9689317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -9689330.000000 Penalty: 5610.373535
	Iteration 69Q: 3 clusters Score -9689330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -9689330.000000 Penalty: 5610.373535
	Iteration 70Q: 3 clusters Score -9689330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -9689323.000000 Penalty: 5610.373535
	Iteration 71Q: 3 clusters Score -9689323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -9689328.000000 Penalty: 5610.373535
	Iteration 72Q: 3 clusters Score -9689328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -9689340.000000 Penalty: 5610.373535
	Iteration 73Q: 3 clusters Score -9689340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -9689346.000000 Penalty: 5610.373535
	Iteration 74Q: 3 clusters Score -9689346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -9689355.000000 Penalty: 5610.373535
	Iteration 75Q: 3 clusters Score -9689355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -9689350.000000 Penalty: 5610.373535
	Iteration 76Q: 3 clusters Score -9689350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -9689348.000000 Penalty: 5610.373535
	Iteration 77Q: 3 clusters Score -9689348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -9689352.000000 Penalty: 5610.373535
	Iteration 78Q: 3 clusters Score -9689352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -9689357.000000 Penalty: 5610.373535
	Iteration 79Q: 3 clusters Score -9689357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -9689355.000000 Penalty: 5610.373535
	Iteration 80F: 3 clusters Score -9689355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -9689357.000000 Penalty: 5610.373535
	Iteration 81Q: 3 clusters Score -9689357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -9689358.000000 Penalty: 5610.373535
	Iteration 82Q: 3 clusters Score -9689358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -9689367.000000 Penalty: 5610.373535
	Iteration 83Q: 3 clusters Score -9689367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -9689370.000000 Penalty: 5610.373535
	Iteration 84Q: 3 clusters Score -9689370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -9689368.000000 Penalty: 5610.373535
	Iteration 85Q: 3 clusters Score -9689368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -9689367.000000 Penalty: 5610.373535
	Iteration 86Q: 3 clusters Score -9689367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -9689366.000000 Penalty: 5610.373535
	Iteration 87Q: 3 clusters Score -9689366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -9689369.000000 Penalty: 5610.373535
	Iteration 88Q: 3 clusters Score -9689369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -9689377.000000 Penalty: 5610.373535
	Iteration 89Q: 3 clusters Score -9689377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -9689386.000000 Penalty: 5610.373535
	Iteration 90Q: 3 clusters Score -9689386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -9689388.000000 Penalty: 5610.373535
	Iteration 91Q: 3 clusters Score -9689388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -9689384.000000 Penalty: 5610.373535
	Iteration 92Q: 3 clusters Score -9689384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -9689386.000000 Penalty: 5610.373535
	Iteration 93Q: 3 clusters Score -9689386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -9689386.000000 Penalty: 5610.373535
	Iteration 94Q: 3 clusters Score -9689386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -9689398.000000 Penalty: 5610.373535
	Iteration 95Q: 3 clusters Score -9689398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -9689404.000000 Penalty: 5610.373535
	Iteration 96Q: 3 clusters Score -9689404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -9689397.000000 Penalty: 5610.373535
	Iteration 97Q: 3 clusters Score -9689397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -9689401.000000 Penalty: 5610.373535
	Iteration 98Q: 3 clusters Score -9689401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -9689414.000000 Penalty: 5610.373535
	Iteration 99Q: 3 clusters Score -9689414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -9689417.000000 Penalty: 5610.373535
	Iteration 100F: 3 clusters Score -9689417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -9689415.000000 Penalty: 5610.373535
	Iteration 101Q: 3 clusters Score -9689415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -9689414.000000 Penalty: 5610.373535
	Iteration 102Q: 3 clusters Score -9689414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -9689415.000000 Penalty: 5610.373535
	Iteration 103Q: 3 clusters Score -9689415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -9689411.000000 Penalty: 5610.373535
	Iteration 104Q: 3 clusters Score -9689411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -9689415.000000 Penalty: 5610.373535
	Iteration 105Q: 3 clusters Score -9689415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -9689417.000000 Penalty: 5610.373535
	Iteration 106Q: 3 clusters Score -9689417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -9689421.000000 Penalty: 5610.373535
	Iteration 107Q: 3 clusters Score -9689421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -9689412.000000 Penalty: 5610.373535
	Iteration 108Q: 3 clusters Score -9689412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -9689412.000000 Penalty: 5610.373535
	Iteration 109F: 3 clusters Score -9689412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Entering Unmasked Estep 
Score: -8805693.000000 Penalty: 2791.444336
	Iteration 0F: 2 clusters Score -8805693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -8753579.000000 Penalty: 5582.888672
	Iteration 0F: 3 clusters Score -8753579 nChanged 36375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -8774007.000000 Penalty: 5582.888672
	Iteration 1F: 3 clusters Score -8774007 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -8774533.000000 Penalty: 5582.888672
	Iteration 2Q: 3 clusters Score -8774533 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -8774999.000000 Penalty: 5582.888672
	Iteration 3Q: 3 clusters Score -8774999 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -8775531.000000 Penalty: 5582.888672
	Iteration 4Q: 3 clusters Score -8775531 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -8776069.000000 Penalty: 5582.888672
	Iteration 5Q: 3 clusters Score -8776069 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -8776711.000000 Penalty: 5582.888672
	Iteration 6Q: 3 clusters Score -8776711 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -8777475.000000 Penalty: 5582.888672
	Iteration 7Q: 3 clusters Score -8777475 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -8778824.000000 Penalty: 5582.888672
	Iteration 8Q: 3 clusters Score -8778824 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8780997.000000 Penalty: 5582.888672
	Iteration 9F: 3 clusters Score -8780997 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -8784430.000000 Penalty: 5582.888672
	Iteration 10F: 3 clusters Score -8784430 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -8789244.000000 Penalty: 5582.888672
	Iteration 11F: 3 clusters Score -8789244 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -8794821.000000 Penalty: 5582.888672
	Iteration 12F: 3 clusters Score -8794821 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8799438.000000 Penalty: 5582.888672
	Iteration 13F: 3 clusters Score -8799438 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8801833.000000 Penalty: 5582.888672
	Iteration 14Q: 3 clusters Score -8801833 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8802695.000000 Penalty: 5582.888672
	Iteration 15Q: 3 clusters Score -8802695 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8802961.000000 Penalty: 5582.888672
	Iteration 16Q: 3 clusters Score -8802961 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8803100.000000 Penalty: 5582.888672
	Iteration 17Q: 3 clusters Score -8803100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8803177.000000 Penalty: 5582.888672
	Iteration 18Q: 3 clusters Score -8803177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8803217.000000 Penalty: 5582.888672
	Iteration 19Q: 3 clusters Score -8803217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8803249.000000 Penalty: 5582.888672
	Iteration 20F: 3 clusters Score -8803249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8803262.000000 Penalty: 5582.888672
	Iteration 21Q: 3 clusters Score -8803262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8803266.000000 Penalty: 5582.888672
	Iteration 22Q: 3 clusters Score -8803266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8803268.000000 Penalty: 5582.888672
	Iteration 23Q: 3 clusters Score -8803268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8803272.000000 Penalty: 5582.888672
	Iteration 24Q: 3 clusters Score -8803272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8803268.000000 Penalty: 5582.888672
	Iteration 25Q: 3 clusters Score -8803268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8803268.000000 Penalty: 5582.888672
	Iteration 26F: 3 clusters Score -8803268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -656146.312500 Penalty: 2160.764404
	Iteration 0F: 2 clusters Score -656146.3 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 3041 members 
Entering Unmasked Estep 
Score: -650969.437500 Penalty: 4321.528809
	Iteration 0F: 3 clusters Score -650969.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -652286.312500 Penalty: 4321.528809
	Iteration 1F: 3 clusters Score -652286.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -652606.187500 Penalty: 4321.528809
	Iteration 2F: 3 clusters Score -652606.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -652921.000000 Penalty: 4321.528809
	Iteration 3F: 3 clusters Score -652921 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -653205.687500 Penalty: 4321.528809
	Iteration 4F: 3 clusters Score -653205.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -653488.750000 Penalty: 4321.528809
	Iteration 5F: 3 clusters Score -653488.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -653772.312500 Penalty: 4321.528809
	Iteration 6F: 3 clusters Score -653772.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -654000.812500 Penalty: 4321.528809
	Iteration 7Q: 3 clusters Score -654000.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -654170.937500 Penalty: 4321.528809
	Iteration 8Q: 3 clusters Score -654170.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -654316.437500 Penalty: 4321.528809
	Iteration 9Q: 3 clusters Score -654316.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -654427.000000 Penalty: 4321.528809
	Iteration 10Q: 3 clusters Score -654427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -654504.812500 Penalty: 4321.528809
	Iteration 11Q: 3 clusters Score -654504.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -654570.062500 Penalty: 4321.528809
	Iteration 12Q: 3 clusters Score -654570.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -654649.187500 Penalty: 4321.528809
	Iteration 13Q: 3 clusters Score -654649.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -654737.625000 Penalty: 4321.528809
	Iteration 14Q: 3 clusters Score -654737.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -654818.750000 Penalty: 4321.528809
	Iteration 15Q: 3 clusters Score -654818.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -654880.000000 Penalty: 4321.528809
	Iteration 16Q: 3 clusters Score -654880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -654924.812500 Penalty: 4321.528809
	Iteration 17Q: 3 clusters Score -654924.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -654958.562500 Penalty: 4321.528809
	Iteration 18Q: 3 clusters Score -654958.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -654980.687500 Penalty: 4321.528809
	Iteration 19Q: 3 clusters Score -654980.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -654993.375000 Penalty: 4321.528809
	Iteration 20F: 3 clusters Score -654993.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -655003.187500 Penalty: 4321.528809
	Iteration 21Q: 3 clusters Score -655003.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -655010.375000 Penalty: 4321.528809
	Iteration 22Q: 3 clusters Score -655010.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -655020.437500 Penalty: 4321.528809
	Iteration 23Q: 3 clusters Score -655020.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -655032.687500 Penalty: 4321.528809
	Iteration 24Q: 3 clusters Score -655032.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -655042.687500 Penalty: 4321.528809
	Iteration 25Q: 3 clusters Score -655042.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -655051.062500 Penalty: 4321.528809
	Iteration 26Q: 3 clusters Score -655051.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -655060.625000 Penalty: 4321.528809
	Iteration 27Q: 3 clusters Score -655060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655064.625000 Penalty: 4321.528809
	Iteration 28Q: 3 clusters Score -655064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -655067.000000 Penalty: 4321.528809
	Iteration 29Q: 3 clusters Score -655067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -655069.375000 Penalty: 4321.528809
	Iteration 30Q: 3 clusters Score -655069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -655071.562500 Penalty: 4321.528809
	Iteration 31Q: 3 clusters Score -655071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -655076.750000 Penalty: 4321.528809
	Iteration 32Q: 3 clusters Score -655076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -655079.562500 Penalty: 4321.528809
	Iteration 33Q: 3 clusters Score -655079.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -655084.500000 Penalty: 4321.528809
	Iteration 34Q: 3 clusters Score -655084.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -655092.875000 Penalty: 4321.528809
	Iteration 35Q: 3 clusters Score -655092.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -655099.625000 Penalty: 4321.528809
	Iteration 36Q: 3 clusters Score -655099.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -655106.062500 Penalty: 4321.528809
	Iteration 37Q: 3 clusters Score -655106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -655110.687500 Penalty: 4321.528809
	Iteration 38Q: 3 clusters Score -655110.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -655112.500000 Penalty: 4321.528809
	Iteration 39Q: 3 clusters Score -655112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -655116.250000 Penalty: 4321.528809
	Iteration 40F: 3 clusters Score -655116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -655119.125000 Penalty: 4321.528809
	Iteration 41Q: 3 clusters Score -655119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -655122.125000 Penalty: 4321.528809
	Iteration 42Q: 3 clusters Score -655122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -655124.125000 Penalty: 4321.528809
	Iteration 43Q: 3 clusters Score -655124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -655126.500000 Penalty: 4321.528809
	Iteration 44Q: 3 clusters Score -655126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -655129.437500 Penalty: 4321.528809
	Iteration 45Q: 3 clusters Score -655129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -655128.625000 Penalty: 4321.528809
	Iteration 46Q: 3 clusters Score -655128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -655130.937500 Penalty: 4321.528809
	Iteration 47Q: 3 clusters Score -655130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -655132.937500 Penalty: 4321.528809
	Iteration 48Q: 3 clusters Score -655132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -655134.187500 Penalty: 4321.528809
	Iteration 49Q: 3 clusters Score -655134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -655139.625000 Penalty: 4321.528809
	Iteration 50Q: 3 clusters Score -655139.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -655145.750000 Penalty: 4321.528809
	Iteration 51Q: 3 clusters Score -655145.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -655152.187500 Penalty: 4321.528809
	Iteration 52Q: 3 clusters Score -655152.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -655163.437500 Penalty: 4321.528809
	Iteration 53Q: 3 clusters Score -655163.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -655177.812500 Penalty: 4321.528809
	Iteration 54Q: 3 clusters Score -655177.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -655193.312500 Penalty: 4321.528809
	Iteration 55Q: 3 clusters Score -655193.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -655214.312500 Penalty: 4321.528809
	Iteration 56Q: 3 clusters Score -655214.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -655236.562500 Penalty: 4321.528809
	Iteration 57Q: 3 clusters Score -655236.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -655258.937500 Penalty: 4321.528809
	Iteration 58Q: 3 clusters Score -655258.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -655280.312500 Penalty: 4321.528809
	Iteration 59Q: 3 clusters Score -655280.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -655295.937500 Penalty: 4321.528809
	Iteration 60F: 3 clusters Score -655295.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -655308.062500 Penalty: 4321.528809
	Iteration 61Q: 3 clusters Score -655308.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -655317.125000 Penalty: 4321.528809
	Iteration 62Q: 3 clusters Score -655317.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -655326.500000 Penalty: 4321.528809
	Iteration 63Q: 3 clusters Score -655326.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -655332.125000 Penalty: 4321.528809
	Iteration 64Q: 3 clusters Score -655332.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -655341.687500 Penalty: 4321.528809
	Iteration 65Q: 3 clusters Score -655341.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -655350.250000 Penalty: 4321.528809
	Iteration 66Q: 3 clusters Score -655350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -655354.750000 Penalty: 4321.528809
	Iteration 67Q: 3 clusters Score -655354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -655362.250000 Penalty: 4321.528809
	Iteration 68Q: 3 clusters Score -655362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -655365.687500 Penalty: 4321.528809
	Iteration 69Q: 3 clusters Score -655365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -655370.125000 Penalty: 4321.528809
	Iteration 70Q: 3 clusters Score -655370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -655372.375000 Penalty: 4321.528809
	Iteration 71Q: 3 clusters Score -655372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -655374.750000 Penalty: 4321.528809
	Iteration 72Q: 3 clusters Score -655374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -655376.875000 Penalty: 4321.528809
	Iteration 73Q: 3 clusters Score -655376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -655378.312500 Penalty: 4321.528809
	Iteration 74Q: 3 clusters Score -655378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -655377.312500 Penalty: 4321.528809
	Iteration 75Q: 3 clusters Score -655377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -655380.250000 Penalty: 4321.528809
	Iteration 76Q: 3 clusters Score -655380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -655380.250000 Penalty: 4321.528809
	Iteration 77F: 3 clusters Score -655380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -147958.734375 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -147958.7 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 654 members 
Entering Unmasked Estep 
Score: -145826.390625 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -145826.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -146190.218750 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -146190.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146468.265625 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -146468.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -147035.781250 Penalty: 3559.042969
	Iteration 3F: 3 clusters Score -147035.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -147506.984375 Penalty: 3559.042969
	Iteration 4F: 3 clusters Score -147507 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147861.984375 Penalty: 3559.042969
	Iteration 5F: 3 clusters Score -147862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -148058.843750 Penalty: 3559.042969
	Iteration 6F: 3 clusters Score -148058.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -148152.531250 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -148152.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148182.453125 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -148182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -148192.812500 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -148192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -148195.343750 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -148195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -148198.625000 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -148198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -148201.265625 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -148201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -148201.265625 Penalty: 3559.042969
	Iteration 13F: 3 clusters Score -148201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77913 members 
Mstep: Class 5 contains 171304 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303426 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153611 members 
Mstep: Class 12 contains 81735 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 172 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14258 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 1135 members 
Entering Unmasked Estep 
Score: -184005840.000000 Penalty: 120512.656250
Splitting cluster 15 changes total score from -184007984.000000 to -184005840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -95903.023438 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -95903.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94051.507812 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -94051.51 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94302.335938 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -94302.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94374.046875 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -94374.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94418.539062 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -94418.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94445.898438 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -94445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94481.679688 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -94481.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94503.445312 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -94503.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94522.570312 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -94522.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94537.093750 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -94537.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94543.468750 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -94543.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94552.968750 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -94552.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94558.195312 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -94558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94559.492188 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -94559.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94559.492188 Penalty: 3377.830566
	Iteration 13F: 3 clusters Score -94559.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -450942.843750 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -450942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -446999.031250 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -446999 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -447909.750000 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -447909.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -448187.343750 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -448187.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -448417.187500 Penalty: 4130.072266
	Iteration 3F: 3 clusters Score -448417.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -448622.156250 Penalty: 4130.072266
	Iteration 4F: 3 clusters Score -448622.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -448839.218750 Penalty: 4130.072266
	Iteration 5F: 3 clusters Score -448839.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -449037.812500 Penalty: 4130.072266
	Iteration 6F: 3 clusters Score -449037.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -449248.343750 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -449248.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -449448.218750 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -449448.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -449598.906250 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -449598.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -449718.906250 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -449718.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -449796.187500 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -449796.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -449849.843750 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -449849.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -449881.312500 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -449881.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -449911.000000 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -449911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -449937.031250 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -449937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -449949.406250 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -449949.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -449960.187500 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -449960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -449966.687500 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -449966.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -449972.031250 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -449972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -449978.250000 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -449978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -449986.375000 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -449986.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -449997.781250 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -449997.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -450006.906250 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -450006.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -450011.875000 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -450011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -450018.437500 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -450018.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -450027.656250 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -450027.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -450039.687500 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -450039.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -450052.718750 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -450052.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -450062.718750 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -450062.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -450078.312500 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -450078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -450090.187500 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -450090.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450096.031250 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -450096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -450101.687500 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -450101.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -450110.750000 Penalty: 4130.072266
	Iteration 34Q: 3 clusters Score -450110.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -450124.500000 Penalty: 4130.072266
	Iteration 35Q: 3 clusters Score -450124.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -450134.437500 Penalty: 4130.072266
	Iteration 36Q: 3 clusters Score -450134.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -450138.468750 Penalty: 4130.072266
	Iteration 37Q: 3 clusters Score -450138.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -450144.156250 Penalty: 4130.072266
	Iteration 38Q: 3 clusters Score -450144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -450146.875000 Penalty: 4130.072266
	Iteration 39Q: 3 clusters Score -450146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -450148.375000 Penalty: 4130.072266
	Iteration 40F: 3 clusters Score -450148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -450150.937500 Penalty: 4130.072266
	Iteration 41Q: 3 clusters Score -450150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -450152.218750 Penalty: 4130.072266
	Iteration 42Q: 3 clusters Score -450152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -450153.000000 Penalty: 4130.072266
	Iteration 43Q: 3 clusters Score -450153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -450154.500000 Penalty: 4130.072266
	Iteration 44Q: 3 clusters Score -450154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -450156.562500 Penalty: 4130.072266
	Iteration 45Q: 3 clusters Score -450156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -450160.187500 Penalty: 4130.072266
	Iteration 46Q: 3 clusters Score -450160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -450165.125000 Penalty: 4130.072266
	Iteration 47Q: 3 clusters Score -450165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -450167.968750 Penalty: 4130.072266
	Iteration 48Q: 3 clusters Score -450168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -450169.093750 Penalty: 4130.072266
	Iteration 49Q: 3 clusters Score -450169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -450168.937500 Penalty: 4130.072266
	Iteration 50Q: 3 clusters Score -450168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -450170.312500 Penalty: 4130.072266
	Iteration 51Q: 3 clusters Score -450170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -450171.187500 Penalty: 4130.072266
	Iteration 52Q: 3 clusters Score -450171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -450172.812500 Penalty: 4130.072266
	Iteration 53Q: 3 clusters Score -450172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -450178.937500 Penalty: 4130.072266
	Iteration 54Q: 3 clusters Score -450178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -450185.375000 Penalty: 4130.072266
	Iteration 55Q: 3 clusters Score -450185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -450190.406250 Penalty: 4130.072266
	Iteration 56Q: 3 clusters Score -450190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -450193.375000 Penalty: 4130.072266
	Iteration 57Q: 3 clusters Score -450193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -450197.406250 Penalty: 4130.072266
	Iteration 58Q: 3 clusters Score -450197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -450201.281250 Penalty: 4130.072266
	Iteration 59Q: 3 clusters Score -450201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -450204.500000 Penalty: 4130.072266
	Iteration 60F: 3 clusters Score -450204.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -450206.500000 Penalty: 4130.072266
	Iteration 61Q: 3 clusters Score -450206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -450207.187500 Penalty: 4130.072266
	Iteration 62Q: 3 clusters Score -450207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -450207.468750 Penalty: 4130.072266
	Iteration 63Q: 3 clusters Score -450207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -450208.750000 Penalty: 4130.072266
	Iteration 64Q: 3 clusters Score -450208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -450208.750000 Penalty: 4130.072266
	Iteration 65F: 3 clusters Score -450208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Entering Unmasked Estep 
Score: -5518634.000000 Penalty: 2667.394775
	Iteration 0F: 2 clusters Score -5518634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5487042.500000 Penalty: 5334.789551
	Iteration 0F: 3 clusters Score -5487042 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5499152.000000 Penalty: 5334.789551
	Iteration 1F: 3 clusters Score -5499152 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5500079.000000 Penalty: 5334.789551
	Iteration 2Q: 3 clusters Score -5500079 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5501619.500000 Penalty: 5334.789551
	Iteration 3F: 3 clusters Score -5501620 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -5504252.000000 Penalty: 5334.789551
	Iteration 4F: 3 clusters Score -5504252 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -5508026.000000 Penalty: 5334.789551
	Iteration 5F: 3 clusters Score -5508026 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5511882.000000 Penalty: 5334.789551
	Iteration 6F: 3 clusters Score -5511882 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5514434.500000 Penalty: 5334.789551
	Iteration 7F: 3 clusters Score -5514434 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5515814.000000 Penalty: 5334.789551
	Iteration 8Q: 3 clusters Score -5515814 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5516562.500000 Penalty: 5334.789551
	Iteration 9Q: 3 clusters Score -5516562 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5517020.500000 Penalty: 5334.789551
	Iteration 10Q: 3 clusters Score -5517020 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -5517286.000000 Penalty: 5334.789551
	Iteration 11Q: 3 clusters Score -5517286 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5517485.500000 Penalty: 5334.789551
	Iteration 12Q: 3 clusters Score -5517486 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5517602.500000 Penalty: 5334.789551
	Iteration 13Q: 3 clusters Score -5517602 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5517682.500000 Penalty: 5334.789551
	Iteration 14Q: 3 clusters Score -5517682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5517773.000000 Penalty: 5334.789551
	Iteration 15Q: 3 clusters Score -5517773 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -5517819.500000 Penalty: 5334.789551
	Iteration 16Q: 3 clusters Score -5517820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5517856.000000 Penalty: 5334.789551
	Iteration 17Q: 3 clusters Score -5517856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5517883.000000 Penalty: 5334.789551
	Iteration 18Q: 3 clusters Score -5517883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5517898.500000 Penalty: 5334.789551
	Iteration 19Q: 3 clusters Score -5517898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -5517921.500000 Penalty: 5334.789551
	Iteration 20F: 3 clusters Score -5517922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -5517917.500000 Penalty: 5334.789551
	Iteration 21Q: 3 clusters Score -5517918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5517928.000000 Penalty: 5334.789551
	Iteration 22Q: 3 clusters Score -5517928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -5517933.500000 Penalty: 5334.789551
	Iteration 23Q: 3 clusters Score -5517934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -5517941.500000 Penalty: 5334.789551
	Iteration 24Q: 3 clusters Score -5517942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5517935.500000 Penalty: 5334.789551
	Iteration 25Q: 3 clusters Score -5517936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5517932.000000 Penalty: 5334.789551
	Iteration 26Q: 3 clusters Score -5517932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5517945.500000 Penalty: 5334.789551
	Iteration 27Q: 3 clusters Score -5517946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -5517933.500000 Penalty: 5334.789551
	Iteration 28Q: 3 clusters Score -5517934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -5517939.000000 Penalty: 5334.789551
	Iteration 29Q: 3 clusters Score -5517939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -5517943.000000 Penalty: 5334.789551
	Iteration 30Q: 3 clusters Score -5517943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -5517938.000000 Penalty: 5334.789551
	Iteration 31Q: 3 clusters Score -5517938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5517949.000000 Penalty: 5334.789551
	Iteration 32Q: 3 clusters Score -5517949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5517939.500000 Penalty: 5334.789551
	Iteration 33Q: 3 clusters Score -5517940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5517941.500000 Penalty: 5334.789551
	Iteration 34Q: 3 clusters Score -5517942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -5517943.000000 Penalty: 5334.789551
	Iteration 35Q: 3 clusters Score -5517943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5517941.000000 Penalty: 5334.789551
	Iteration 36Q: 3 clusters Score -5517941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5517943.000000 Penalty: 5334.789551
	Iteration 37Q: 3 clusters Score -5517943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5517944.500000 Penalty: 5334.789551
	Iteration 38Q: 3 clusters Score -5517944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5517942.000000 Penalty: 5334.789551
	Iteration 39Q: 3 clusters Score -5517942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5517940.500000 Penalty: 5334.789551
	Iteration 40F: 3 clusters Score -5517940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Entering Unmasked Estep 
Score: -6176639.500000 Penalty: 2692.506592
	Iteration 0F: 2 clusters Score -6176640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -6141643.500000 Penalty: 5385.013184
	Iteration 0F: 3 clusters Score -6141644 nChanged 24053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -6154966.000000 Penalty: 5385.013184
	Iteration 1F: 3 clusters Score -6154966 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -6155586.000000 Penalty: 5385.013184
	Iteration 2Q: 3 clusters Score -6155586 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -6156237.000000 Penalty: 5385.013184
	Iteration 3Q: 3 clusters Score -6156237 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -6157020.500000 Penalty: 5385.013184
	Iteration 4Q: 3 clusters Score -6157020 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6157970.500000 Penalty: 5385.013184
	Iteration 5Q: 3 clusters Score -6157970 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -6159047.500000 Penalty: 5385.013184
	Iteration 6Q: 3 clusters Score -6159048 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -6160413.000000 Penalty: 5385.013184
	Iteration 7F: 3 clusters Score -6160413 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6162403.000000 Penalty: 5385.013184
	Iteration 8F: 3 clusters Score -6162403 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6164882.000000 Penalty: 5385.013184
	Iteration 9F: 3 clusters Score -6164882 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -6167063.500000 Penalty: 5385.013184
	Iteration 10F: 3 clusters Score -6167064 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -6168223.000000 Penalty: 5385.013184
	Iteration 11Q: 3 clusters Score -6168223 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -6168770.000000 Penalty: 5385.013184
	Iteration 12Q: 3 clusters Score -6168770 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -6168943.500000 Penalty: 5385.013184
	Iteration 13Q: 3 clusters Score -6168944 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6169087.000000 Penalty: 5385.013184
	Iteration 14Q: 3 clusters Score -6169087 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -6169191.500000 Penalty: 5385.013184
	Iteration 15Q: 3 clusters Score -6169192 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -6169273.500000 Penalty: 5385.013184
	Iteration 16Q: 3 clusters Score -6169274 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -6169383.000000 Penalty: 5385.013184
	Iteration 17Q: 3 clusters Score -6169383 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -6169463.000000 Penalty: 5385.013184
	Iteration 18Q: 3 clusters Score -6169463 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -6169547.500000 Penalty: 5385.013184
	Iteration 19Q: 3 clusters Score -6169548 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6169662.500000 Penalty: 5385.013184
	Iteration 20F: 3 clusters Score -6169662 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6169777.500000 Penalty: 5385.013184
	Iteration 21Q: 3 clusters Score -6169778 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -6169920.500000 Penalty: 5385.013184
	Iteration 22Q: 3 clusters Score -6169920 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -6170050.000000 Penalty: 5385.013184
	Iteration 23Q: 3 clusters Score -6170050 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6170158.500000 Penalty: 5385.013184
	Iteration 24Q: 3 clusters Score -6170158 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6170295.500000 Penalty: 5385.013184
	Iteration 25Q: 3 clusters Score -6170296 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -6170437.000000 Penalty: 5385.013184
	Iteration 26Q: 3 clusters Score -6170437 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -6170581.000000 Penalty: 5385.013184
	Iteration 27Q: 3 clusters Score -6170581 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -6170712.000000 Penalty: 5385.013184
	Iteration 28Q: 3 clusters Score -6170712 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -6170820.500000 Penalty: 5385.013184
	Iteration 29Q: 3 clusters Score -6170820 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -6170922.000000 Penalty: 5385.013184
	Iteration 30Q: 3 clusters Score -6170922 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -6171061.000000 Penalty: 5385.013184
	Iteration 31Q: 3 clusters Score -6171061 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -6171247.500000 Penalty: 5385.013184
	Iteration 32Q: 3 clusters Score -6171248 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -6171357.000000 Penalty: 5385.013184
	Iteration 33Q: 3 clusters Score -6171357 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6171512.500000 Penalty: 5385.013184
	Iteration 34Q: 3 clusters Score -6171512 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -6171676.000000 Penalty: 5385.013184
	Iteration 35Q: 3 clusters Score -6171676 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -6171840.000000 Penalty: 5385.013184
	Iteration 36Q: 3 clusters Score -6171840 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -6172037.500000 Penalty: 5385.013184
	Iteration 37Q: 3 clusters Score -6172038 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -6172229.000000 Penalty: 5385.013184
	Iteration 38Q: 3 clusters Score -6172229 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -6172389.500000 Penalty: 5385.013184
	Iteration 39Q: 3 clusters Score -6172390 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6172601.500000 Penalty: 5385.013184
	Iteration 40F: 3 clusters Score -6172602 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -6172779.500000 Penalty: 5385.013184
	Iteration 41Q: 3 clusters Score -6172780 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6172928.500000 Penalty: 5385.013184
	Iteration 42Q: 3 clusters Score -6172928 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -6173105.000000 Penalty: 5385.013184
	Iteration 43Q: 3 clusters Score -6173105 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -6173217.500000 Penalty: 5385.013184
	Iteration 44Q: 3 clusters Score -6173218 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6173365.000000 Penalty: 5385.013184
	Iteration 45Q: 3 clusters Score -6173365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -6173487.000000 Penalty: 5385.013184
	Iteration 46Q: 3 clusters Score -6173487 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6173588.000000 Penalty: 5385.013184
	Iteration 47Q: 3 clusters Score -6173588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6173682.500000 Penalty: 5385.013184
	Iteration 48Q: 3 clusters Score -6173682 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6173773.500000 Penalty: 5385.013184
	Iteration 49Q: 3 clusters Score -6173774 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6173828.500000 Penalty: 5385.013184
	Iteration 50Q: 3 clusters Score -6173828 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6173900.000000 Penalty: 5385.013184
	Iteration 51Q: 3 clusters Score -6173900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6173982.000000 Penalty: 5385.013184
	Iteration 52Q: 3 clusters Score -6173982 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6174033.500000 Penalty: 5385.013184
	Iteration 53Q: 3 clusters Score -6174034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6174091.000000 Penalty: 5385.013184
	Iteration 54Q: 3 clusters Score -6174091 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6174143.000000 Penalty: 5385.013184
	Iteration 55Q: 3 clusters Score -6174143 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6174177.000000 Penalty: 5385.013184
	Iteration 56Q: 3 clusters Score -6174177 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6174214.000000 Penalty: 5385.013184
	Iteration 57Q: 3 clusters Score -6174214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6174248.500000 Penalty: 5385.013184
	Iteration 58Q: 3 clusters Score -6174248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6174255.500000 Penalty: 5385.013184
	Iteration 59Q: 3 clusters Score -6174256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6174289.500000 Penalty: 5385.013184
	Iteration 60F: 3 clusters Score -6174290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6174321.000000 Penalty: 5385.013184
	Iteration 61Q: 3 clusters Score -6174321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6174333.500000 Penalty: 5385.013184
	Iteration 62Q: 3 clusters Score -6174334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6174369.500000 Penalty: 5385.013184
	Iteration 63Q: 3 clusters Score -6174370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6174373.500000 Penalty: 5385.013184
	Iteration 64Q: 3 clusters Score -6174374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6174388.000000 Penalty: 5385.013184
	Iteration 65Q: 3 clusters Score -6174388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6174394.000000 Penalty: 5385.013184
	Iteration 66Q: 3 clusters Score -6174394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6174412.000000 Penalty: 5385.013184
	Iteration 67Q: 3 clusters Score -6174412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6174421.500000 Penalty: 5385.013184
	Iteration 68Q: 3 clusters Score -6174422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6174424.500000 Penalty: 5385.013184
	Iteration 69Q: 3 clusters Score -6174424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6174444.500000 Penalty: 5385.013184
	Iteration 70Q: 3 clusters Score -6174444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6174458.000000 Penalty: 5385.013184
	Iteration 71Q: 3 clusters Score -6174458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6174476.000000 Penalty: 5385.013184
	Iteration 72Q: 3 clusters Score -6174476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6174462.500000 Penalty: 5385.013184
	Iteration 73Q: 3 clusters Score -6174462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6174475.000000 Penalty: 5385.013184
	Iteration 74Q: 3 clusters Score -6174475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6174468.000000 Penalty: 5385.013184
	Iteration 75Q: 3 clusters Score -6174468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6174470.500000 Penalty: 5385.013184
	Iteration 76Q: 3 clusters Score -6174470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6174475.500000 Penalty: 5385.013184
	Iteration 77Q: 3 clusters Score -6174476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6174476.000000 Penalty: 5385.013184
	Iteration 78Q: 3 clusters Score -6174476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6174486.500000 Penalty: 5385.013184
	Iteration 79Q: 3 clusters Score -6174486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6174476.500000 Penalty: 5385.013184
	Iteration 80F: 3 clusters Score -6174476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6174481.500000 Penalty: 5385.013184
	Iteration 81Q: 3 clusters Score -6174482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6174485.500000 Penalty: 5385.013184
	Iteration 82Q: 3 clusters Score -6174486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6174488.500000 Penalty: 5385.013184
	Iteration 83Q: 3 clusters Score -6174488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6174490.500000 Penalty: 5385.013184
	Iteration 84Q: 3 clusters Score -6174490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6174492.500000 Penalty: 5385.013184
	Iteration 85Q: 3 clusters Score -6174492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6174493.500000 Penalty: 5385.013184
	Iteration 86Q: 3 clusters Score -6174494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6174501.000000 Penalty: 5385.013184
	Iteration 87Q: 3 clusters Score -6174501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6174493.500000 Penalty: 5385.013184
	Iteration 88Q: 3 clusters Score -6174494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6174491.500000 Penalty: 5385.013184
	Iteration 89Q: 3 clusters Score -6174492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6174496.000000 Penalty: 5385.013184
	Iteration 90Q: 3 clusters Score -6174496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6174496.000000 Penalty: 5385.013184
	Iteration 91Q: 3 clusters Score -6174496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6174499.500000 Penalty: 5385.013184
	Iteration 92Q: 3 clusters Score -6174500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6174493.500000 Penalty: 5385.013184
	Iteration 93Q: 3 clusters Score -6174494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6174494.000000 Penalty: 5385.013184
	Iteration 94Q: 3 clusters Score -6174494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6174498.000000 Penalty: 5385.013184
	Iteration 95Q: 3 clusters Score -6174498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6174500.500000 Penalty: 5385.013184
	Iteration 96Q: 3 clusters Score -6174500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6174504.000000 Penalty: 5385.013184
	Iteration 97Q: 3 clusters Score -6174504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6174508.000000 Penalty: 5385.013184
	Iteration 98Q: 3 clusters Score -6174508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6174507.000000 Penalty: 5385.013184
	Iteration 99Q: 3 clusters Score -6174507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6174513.000000 Penalty: 5385.013184
	Iteration 100F: 3 clusters Score -6174513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6174516.000000 Penalty: 5385.013184
	Iteration 101Q: 3 clusters Score -6174516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6174515.500000 Penalty: 5385.013184
	Iteration 102Q: 3 clusters Score -6174516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6174515.500000 Penalty: 5385.013184
	Iteration 103Q: 3 clusters Score -6174516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6174517.500000 Penalty: 5385.013184
	Iteration 104Q: 3 clusters Score -6174518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6174523.500000 Penalty: 5385.013184
	Iteration 105Q: 3 clusters Score -6174524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6174523.500000 Penalty: 5385.013184
	Iteration 106F: 3 clusters Score -6174524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Entering Unmasked Estep 
Score: -4365542.000000 Penalty: 2606.070557
	Iteration 0F: 2 clusters Score -4365542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4340696.500000 Penalty: 5212.141113
	Iteration 0F: 3 clusters Score -4340696 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4349515.500000 Penalty: 5212.141113
	Iteration 1F: 3 clusters Score -4349516 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4349989.500000 Penalty: 5212.141113
	Iteration 2Q: 3 clusters Score -4349990 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4350454.000000 Penalty: 5212.141113
	Iteration 3Q: 3 clusters Score -4350454 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4350976.000000 Penalty: 5212.141113
	Iteration 4Q: 3 clusters Score -4350976 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4351621.500000 Penalty: 5212.141113
	Iteration 5Q: 3 clusters Score -4351622 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4352484.000000 Penalty: 5212.141113
	Iteration 6Q: 3 clusters Score -4352484 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4353749.500000 Penalty: 5212.141113
	Iteration 7F: 3 clusters Score -4353750 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4355432.500000 Penalty: 5212.141113
	Iteration 8F: 3 clusters Score -4355432 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4357418.500000 Penalty: 5212.141113
	Iteration 9F: 3 clusters Score -4357418 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4359227.500000 Penalty: 5212.141113
	Iteration 10F: 3 clusters Score -4359228 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4360570.000000 Penalty: 5212.141113
	Iteration 11Q: 3 clusters Score -4360570 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4361509.500000 Penalty: 5212.141113
	Iteration 12Q: 3 clusters Score -4361510 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4362114.000000 Penalty: 5212.141113
	Iteration 13Q: 3 clusters Score -4362114 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4362467.500000 Penalty: 5212.141113
	Iteration 14Q: 3 clusters Score -4362468 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4362695.500000 Penalty: 5212.141113
	Iteration 15Q: 3 clusters Score -4362696 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4362887.000000 Penalty: 5212.141113
	Iteration 16Q: 3 clusters Score -4362887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4362992.000000 Penalty: 5212.141113
	Iteration 17Q: 3 clusters Score -4362992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4363076.000000 Penalty: 5212.141113
	Iteration 18Q: 3 clusters Score -4363076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4363127.500000 Penalty: 5212.141113
	Iteration 19Q: 3 clusters Score -4363128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4363164.000000 Penalty: 5212.141113
	Iteration 20F: 3 clusters Score -4363164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4363184.500000 Penalty: 5212.141113
	Iteration 21Q: 3 clusters Score -4363184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4363205.000000 Penalty: 5212.141113
	Iteration 22Q: 3 clusters Score -4363205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4363220.000000 Penalty: 5212.141113
	Iteration 23Q: 3 clusters Score -4363220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4363226.500000 Penalty: 5212.141113
	Iteration 24Q: 3 clusters Score -4363226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4363235.500000 Penalty: 5212.141113
	Iteration 25Q: 3 clusters Score -4363236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4363241.500000 Penalty: 5212.141113
	Iteration 26Q: 3 clusters Score -4363242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4363242.500000 Penalty: 5212.141113
	Iteration 27Q: 3 clusters Score -4363242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4363241.500000 Penalty: 5212.141113
	Iteration 28Q: 3 clusters Score -4363242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4363238.500000 Penalty: 5212.141113
	Iteration 29Q: 3 clusters Score -4363238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4363242.500000 Penalty: 5212.141113
	Iteration 30Q: 3 clusters Score -4363242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4363242.500000 Penalty: 5212.141113
	Iteration 31Q: 3 clusters Score -4363242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4363240.500000 Penalty: 5212.141113
	Iteration 32Q: 3 clusters Score -4363240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4363240.500000 Penalty: 5212.141113
	Iteration 33F: 3 clusters Score -4363240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -1633817.250000 Penalty: 2372.138184
	Iteration 0F: 2 clusters Score -1633817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1623401.500000 Penalty: 4744.276367
	Iteration 0F: 3 clusters Score -1623402 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1626672.750000 Penalty: 4744.276367
	Iteration 1F: 3 clusters Score -1626673 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1627041.625000 Penalty: 4744.276367
	Iteration 2F: 3 clusters Score -1627042 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1627345.250000 Penalty: 4744.276367
	Iteration 3Q: 3 clusters Score -1627345 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1627645.375000 Penalty: 4744.276367
	Iteration 4Q: 3 clusters Score -1627645 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1627968.500000 Penalty: 4744.276367
	Iteration 5Q: 3 clusters Score -1627968 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1628309.125000 Penalty: 4744.276367
	Iteration 6Q: 3 clusters Score -1628309 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1628683.750000 Penalty: 4744.276367
	Iteration 7Q: 3 clusters Score -1628684 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1629128.875000 Penalty: 4744.276367
	Iteration 8Q: 3 clusters Score -1629129 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1629619.250000 Penalty: 4744.276367
	Iteration 9Q: 3 clusters Score -1629619 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1630170.375000 Penalty: 4744.276367
	Iteration 10Q: 3 clusters Score -1630170 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1630694.000000 Penalty: 4744.276367
	Iteration 11Q: 3 clusters Score -1630694 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1631210.125000 Penalty: 4744.276367
	Iteration 12Q: 3 clusters Score -1631210 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1631624.125000 Penalty: 4744.276367
	Iteration 13Q: 3 clusters Score -1631624 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1631857.750000 Penalty: 4744.276367
	Iteration 14Q: 3 clusters Score -1631858 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1632004.500000 Penalty: 4744.276367
	Iteration 15Q: 3 clusters Score -1632004 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1632102.375000 Penalty: 4744.276367
	Iteration 16Q: 3 clusters Score -1632102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1632180.500000 Penalty: 4744.276367
	Iteration 17Q: 3 clusters Score -1632180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1632243.500000 Penalty: 4744.276367
	Iteration 18Q: 3 clusters Score -1632244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1632290.875000 Penalty: 4744.276367
	Iteration 19Q: 3 clusters Score -1632291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1632318.000000 Penalty: 4744.276367
	Iteration 20F: 3 clusters Score -1632318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1632341.750000 Penalty: 4744.276367
	Iteration 21Q: 3 clusters Score -1632342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1632348.750000 Penalty: 4744.276367
	Iteration 22Q: 3 clusters Score -1632349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1632352.375000 Penalty: 4744.276367
	Iteration 23Q: 3 clusters Score -1632352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1632362.500000 Penalty: 4744.276367
	Iteration 24Q: 3 clusters Score -1632362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1632362.375000 Penalty: 4744.276367
	Iteration 25Q: 3 clusters Score -1632362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1632367.625000 Penalty: 4744.276367
	Iteration 26Q: 3 clusters Score -1632368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1632365.750000 Penalty: 4744.276367
	Iteration 27Q: 3 clusters Score -1632366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1632366.750000 Penalty: 4744.276367
	Iteration 28Q: 3 clusters Score -1632367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1632370.375000 Penalty: 4744.276367
	Iteration 29Q: 3 clusters Score -1632370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1632368.875000 Penalty: 4744.276367
	Iteration 30Q: 3 clusters Score -1632369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1632369.250000 Penalty: 4744.276367
	Iteration 31Q: 3 clusters Score -1632369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1632372.125000 Penalty: 4744.276367
	Iteration 32Q: 3 clusters Score -1632372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1632370.250000 Penalty: 4744.276367
	Iteration 33Q: 3 clusters Score -1632370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1632373.250000 Penalty: 4744.276367
	Iteration 34Q: 3 clusters Score -1632373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1632376.000000 Penalty: 4744.276367
	Iteration 35Q: 3 clusters Score -1632376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1632375.375000 Penalty: 4744.276367
	Iteration 36Q: 3 clusters Score -1632375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1632375.375000 Penalty: 4744.276367
	Iteration 37F: 3 clusters Score -1632375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -379282.343750 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -379282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -375884.500000 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -375884.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376551.437500 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -376551.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -376704.593750 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -376704.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -376812.906250 Penalty: 4001.772461
	Iteration 3Q: 3 clusters Score -376812.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -376898.718750 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -376898.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -376984.093750 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -376984.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -377063.968750 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -377064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -377137.656250 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -377137.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -377212.500000 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -377212.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -377271.468750 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -377271.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -377334.437500 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -377334.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -377399.375000 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -377399.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -377448.000000 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -377448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377486.625000 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -377486.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -377517.468750 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -377517.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -377551.781250 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -377551.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -377591.281250 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -377591.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -377622.156250 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -377622.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -377652.500000 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -377652.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -377684.750000 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -377684.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -377710.250000 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -377710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -377726.375000 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -377726.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -377734.312500 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -377734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -377740.093750 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -377740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -377744.468750 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -377744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -377746.875000 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -377746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -377751.312500 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -377751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -377755.218750 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -377755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -377758.156250 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -377758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -377761.375000 Penalty: 4001.772461
	Iteration 29Q: 3 clusters Score -377761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -377763.218750 Penalty: 4001.772461
	Iteration 30Q: 3 clusters Score -377763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -377763.156250 Penalty: 4001.772461
	Iteration 31Q: 3 clusters Score -377763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -377763.156250 Penalty: 4001.772461
	Iteration 32F: 3 clusters Score -377763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Entering Unmasked Estep 
Score: -1109162.375000 Penalty: 2273.264404
	Iteration 0F: 2 clusters Score -1109162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1101808.375000 Penalty: 4546.528809
	Iteration 0F: 3 clusters Score -1101808 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1103921.250000 Penalty: 4546.528809
	Iteration 1F: 3 clusters Score -1103921 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1104196.125000 Penalty: 4546.528809
	Iteration 2F: 3 clusters Score -1104196 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1104409.250000 Penalty: 4546.528809
	Iteration 3Q: 3 clusters Score -1104409 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1104563.750000 Penalty: 4546.528809
	Iteration 4Q: 3 clusters Score -1104564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1104708.875000 Penalty: 4546.528809
	Iteration 5Q: 3 clusters Score -1104709 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1104845.500000 Penalty: 4546.528809
	Iteration 6Q: 3 clusters Score -1104846 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1104971.375000 Penalty: 4546.528809
	Iteration 7Q: 3 clusters Score -1104971 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1105104.750000 Penalty: 4546.528809
	Iteration 8Q: 3 clusters Score -1105105 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1105274.000000 Penalty: 4546.528809
	Iteration 9Q: 3 clusters Score -1105274 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1105454.750000 Penalty: 4546.528809
	Iteration 10Q: 3 clusters Score -1105455 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1105619.875000 Penalty: 4546.528809
	Iteration 11Q: 3 clusters Score -1105620 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1105773.250000 Penalty: 4546.528809
	Iteration 12Q: 3 clusters Score -1105773 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1105939.875000 Penalty: 4546.528809
	Iteration 13Q: 3 clusters Score -1105940 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1106092.250000 Penalty: 4546.528809
	Iteration 14Q: 3 clusters Score -1106092 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1106230.250000 Penalty: 4546.528809
	Iteration 15Q: 3 clusters Score -1106230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1106328.875000 Penalty: 4546.528809
	Iteration 16Q: 3 clusters Score -1106329 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1106417.750000 Penalty: 4546.528809
	Iteration 17Q: 3 clusters Score -1106418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1106480.000000 Penalty: 4546.528809
	Iteration 18Q: 3 clusters Score -1106480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1106522.125000 Penalty: 4546.528809
	Iteration 19Q: 3 clusters Score -1106522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1106553.625000 Penalty: 4546.528809
	Iteration 20F: 3 clusters Score -1106554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1106587.250000 Penalty: 4546.528809
	Iteration 21Q: 3 clusters Score -1106587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1106612.125000 Penalty: 4546.528809
	Iteration 22Q: 3 clusters Score -1106612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1106643.000000 Penalty: 4546.528809
	Iteration 23Q: 3 clusters Score -1106643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1106670.125000 Penalty: 4546.528809
	Iteration 24Q: 3 clusters Score -1106670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1106694.625000 Penalty: 4546.528809
	Iteration 25Q: 3 clusters Score -1106695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1106715.875000 Penalty: 4546.528809
	Iteration 26Q: 3 clusters Score -1106716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1106740.750000 Penalty: 4546.528809
	Iteration 27Q: 3 clusters Score -1106741 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1106771.250000 Penalty: 4546.528809
	Iteration 28Q: 3 clusters Score -1106771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1106802.000000 Penalty: 4546.528809
	Iteration 29Q: 3 clusters Score -1106802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1106834.375000 Penalty: 4546.528809
	Iteration 30Q: 3 clusters Score -1106834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1106864.375000 Penalty: 4546.528809
	Iteration 31Q: 3 clusters Score -1106864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1106895.625000 Penalty: 4546.528809
	Iteration 32Q: 3 clusters Score -1106896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1106919.750000 Penalty: 4546.528809
	Iteration 33Q: 3 clusters Score -1106920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1106937.875000 Penalty: 4546.528809
	Iteration 34Q: 3 clusters Score -1106938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1106960.750000 Penalty: 4546.528809
	Iteration 35Q: 3 clusters Score -1106961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1106982.375000 Penalty: 4546.528809
	Iteration 36Q: 3 clusters Score -1106982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1106999.875000 Penalty: 4546.528809
	Iteration 37Q: 3 clusters Score -1107000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1107008.625000 Penalty: 4546.528809
	Iteration 38Q: 3 clusters Score -1107009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1107016.375000 Penalty: 4546.528809
	Iteration 39Q: 3 clusters Score -1107016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1107022.625000 Penalty: 4546.528809
	Iteration 40F: 3 clusters Score -1107023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1107029.500000 Penalty: 4546.528809
	Iteration 41Q: 3 clusters Score -1107030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1107028.375000 Penalty: 4546.528809
	Iteration 42Q: 3 clusters Score -1107028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1107031.375000 Penalty: 4546.528809
	Iteration 43Q: 3 clusters Score -1107031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1107033.375000 Penalty: 4546.528809
	Iteration 44Q: 3 clusters Score -1107033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1107034.375000 Penalty: 4546.528809
	Iteration 45Q: 3 clusters Score -1107034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1107040.000000 Penalty: 4546.528809
	Iteration 46Q: 3 clusters Score -1107040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1107039.375000 Penalty: 4546.528809
	Iteration 47Q: 3 clusters Score -1107039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1107041.000000 Penalty: 4546.528809
	Iteration 48Q: 3 clusters Score -1107041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1107042.500000 Penalty: 4546.528809
	Iteration 49Q: 3 clusters Score -1107042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1107040.125000 Penalty: 4546.528809
	Iteration 50Q: 3 clusters Score -1107040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1107040.000000 Penalty: 4546.528809
	Iteration 51Q: 3 clusters Score -1107040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1107041.125000 Penalty: 4546.528809
	Iteration 52Q: 3 clusters Score -1107041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1107042.875000 Penalty: 4546.528809
	Iteration 53Q: 3 clusters Score -1107043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1107043.125000 Penalty: 4546.528809
	Iteration 54Q: 3 clusters Score -1107043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1107045.250000 Penalty: 4546.528809
	Iteration 55Q: 3 clusters Score -1107045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1107048.250000 Penalty: 4546.528809
	Iteration 56Q: 3 clusters Score -1107048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1107049.000000 Penalty: 4546.528809
	Iteration 57Q: 3 clusters Score -1107049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1107049.750000 Penalty: 4546.528809
	Iteration 58Q: 3 clusters Score -1107050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1107050.250000 Penalty: 4546.528809
	Iteration 59Q: 3 clusters Score -1107050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1107052.375000 Penalty: 4546.528809
	Iteration 60F: 3 clusters Score -1107052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1107052.125000 Penalty: 4546.528809
	Iteration 61Q: 3 clusters Score -1107052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1107053.500000 Penalty: 4546.528809
	Iteration 62Q: 3 clusters Score -1107054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1107053.125000 Penalty: 4546.528809
	Iteration 63Q: 3 clusters Score -1107053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1107051.375000 Penalty: 4546.528809
	Iteration 64Q: 3 clusters Score -1107051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1107052.375000 Penalty: 4546.528809
	Iteration 65Q: 3 clusters Score -1107052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1107051.375000 Penalty: 4546.528809
	Iteration 66Q: 3 clusters Score -1107051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1107051.375000 Penalty: 4546.528809
	Iteration 67F: 3 clusters Score -1107051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -1133666.500000 Penalty: 2282.921387
	Iteration 0F: 2 clusters Score -1133666 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 4956 members 
Entering Unmasked Estep 
Score: -1126049.375000 Penalty: 4565.842773
	Iteration 0F: 3 clusters Score -1126049 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1128210.875000 Penalty: 4565.842773
	Iteration 1F: 3 clusters Score -1128211 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1128507.625000 Penalty: 4565.842773
	Iteration 2F: 3 clusters Score -1128508 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1128774.750000 Penalty: 4565.842773
	Iteration 3Q: 3 clusters Score -1128775 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1129110.500000 Penalty: 4565.842773
	Iteration 4F: 3 clusters Score -1129110 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1129655.625000 Penalty: 4565.842773
	Iteration 5F: 3 clusters Score -1129656 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1130359.500000 Penalty: 4565.842773
	Iteration 6F: 3 clusters Score -1130360 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1131146.750000 Penalty: 4565.842773
	Iteration 7F: 3 clusters Score -1131147 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1131879.250000 Penalty: 4565.842773
	Iteration 8F: 3 clusters Score -1131879 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1132295.625000 Penalty: 4565.842773
	Iteration 9F: 3 clusters Score -1132296 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1132475.750000 Penalty: 4565.842773
	Iteration 10Q: 3 clusters Score -1132476 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1132558.625000 Penalty: 4565.842773
	Iteration 11Q: 3 clusters Score -1132559 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1132582.500000 Penalty: 4565.842773
	Iteration 12Q: 3 clusters Score -1132582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1132595.750000 Penalty: 4565.842773
	Iteration 13Q: 3 clusters Score -1132596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1132604.625000 Penalty: 4565.842773
	Iteration 14Q: 3 clusters Score -1132605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1132610.125000 Penalty: 4565.842773
	Iteration 15Q: 3 clusters Score -1132610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1132612.625000 Penalty: 4565.842773
	Iteration 16Q: 3 clusters Score -1132613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1132613.625000 Penalty: 4565.842773
	Iteration 17Q: 3 clusters Score -1132614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1132613.500000 Penalty: 4565.842773
	Iteration 18Q: 3 clusters Score -1132614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1132616.250000 Penalty: 4565.842773
	Iteration 19Q: 3 clusters Score -1132616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1132614.000000 Penalty: 4565.842773
	Iteration 20F: 3 clusters Score -1132614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1132617.125000 Penalty: 4565.842773
	Iteration 21Q: 3 clusters Score -1132617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1132617.625000 Penalty: 4565.842773
	Iteration 22Q: 3 clusters Score -1132618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1132619.750000 Penalty: 4565.842773
	Iteration 23Q: 3 clusters Score -1132620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1132619.750000 Penalty: 4565.842773
	Iteration 24Q: 3 clusters Score -1132620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1132619.750000 Penalty: 4565.842773
	Iteration 25F: 3 clusters Score -1132620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -67496.578125 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -67496.58 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 357 members 
Entering Unmasked Estep 
Score: -65820.289062 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -65820.29 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66090.726562 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -66090.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66237.976562 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -66237.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66404.804688 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -66404.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66618.843750 Penalty: 3235.687012
	Iteration 4F: 3 clusters Score -66618.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67047.812500 Penalty: 3235.687012
	Iteration 5F: 3 clusters Score -67047.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67278.476562 Penalty: 3235.687012
	Iteration 6F: 3 clusters Score -67278.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67342.781250 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -67342.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67365.882812 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -67365.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67377.468750 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -67377.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67383.796875 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -67383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67388.093750 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -67388.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67394.250000 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -67394.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67398.390625 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -67398.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67398.390625 Penalty: 3235.687012
	Iteration 14F: 3 clusters Score -67398.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -133343.609375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -133343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131285.140625 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -131285.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131680.937500 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -131680.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -131832.859375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -131832.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -131896.515625 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -131896.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131947.484375 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -131947.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -131986.156250 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -131986.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -132004.593750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -132004.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -132033.046875 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -132033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132061.156250 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -132061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132080.125000 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -132080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132088.046875 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -132088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132097.640625 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -132097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -132106.875000 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -132106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132121.703125 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -132121.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -132130.546875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -132130.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132136.796875 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -132136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132142.234375 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -132142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132145.484375 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -132145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -132147.203125 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -132147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132152.687500 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -132152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132154.593750 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -132154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132156.734375 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -132156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132157.906250 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -132157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132157.906250 Penalty: 3509.181641
	Iteration 23F: 3 clusters Score -132157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -811511.687500 Penalty: 2206.929932
	Iteration 0F: 2 clusters Score -811511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -805658.312500 Penalty: 4413.859863
	Iteration 0F: 3 clusters Score -805658.3 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -807656.625000 Penalty: 4413.859863
	Iteration 1F: 3 clusters Score -807656.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -808411.312500 Penalty: 4413.859863
	Iteration 2F: 3 clusters Score -808411.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -809041.187500 Penalty: 4413.859863
	Iteration 3F: 3 clusters Score -809041.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -809484.875000 Penalty: 4413.859863
	Iteration 4F: 3 clusters Score -809484.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -809770.375000 Penalty: 4413.859863
	Iteration 5F: 3 clusters Score -809770.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -809965.500000 Penalty: 4413.859863
	Iteration 6Q: 3 clusters Score -809965.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -810080.687500 Penalty: 4413.859863
	Iteration 7Q: 3 clusters Score -810080.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -810149.312500 Penalty: 4413.859863
	Iteration 8Q: 3 clusters Score -810149.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -810196.125000 Penalty: 4413.859863
	Iteration 9Q: 3 clusters Score -810196.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -810217.687500 Penalty: 4413.859863
	Iteration 10Q: 3 clusters Score -810217.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -810240.625000 Penalty: 4413.859863
	Iteration 11Q: 3 clusters Score -810240.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -810252.812500 Penalty: 4413.859863
	Iteration 12Q: 3 clusters Score -810252.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -810263.125000 Penalty: 4413.859863
	Iteration 13Q: 3 clusters Score -810263.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -810270.125000 Penalty: 4413.859863
	Iteration 14Q: 3 clusters Score -810270.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -810277.625000 Penalty: 4413.859863
	Iteration 15Q: 3 clusters Score -810277.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -810285.375000 Penalty: 4413.859863
	Iteration 16Q: 3 clusters Score -810285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -810287.875000 Penalty: 4413.859863
	Iteration 17Q: 3 clusters Score -810287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -810293.562500 Penalty: 4413.859863
	Iteration 18Q: 3 clusters Score -810293.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -810300.625000 Penalty: 4413.859863
	Iteration 19Q: 3 clusters Score -810300.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -810304.937500 Penalty: 4413.859863
	Iteration 20F: 3 clusters Score -810304.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -810311.500000 Penalty: 4413.859863
	Iteration 21Q: 3 clusters Score -810311.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -810313.375000 Penalty: 4413.859863
	Iteration 22Q: 3 clusters Score -810313.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -810317.687500 Penalty: 4413.859863
	Iteration 23Q: 3 clusters Score -810317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -810322.562500 Penalty: 4413.859863
	Iteration 24Q: 3 clusters Score -810322.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -810326.187500 Penalty: 4413.859863
	Iteration 25Q: 3 clusters Score -810326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -810327.812500 Penalty: 4413.859863
	Iteration 26Q: 3 clusters Score -810327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -810334.812500 Penalty: 4413.859863
	Iteration 27Q: 3 clusters Score -810334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -810339.937500 Penalty: 4413.859863
	Iteration 28Q: 3 clusters Score -810339.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -810346.562500 Penalty: 4413.859863
	Iteration 29Q: 3 clusters Score -810346.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -810353.500000 Penalty: 4413.859863
	Iteration 30Q: 3 clusters Score -810353.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -810359.937500 Penalty: 4413.859863
	Iteration 31Q: 3 clusters Score -810359.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -810365.750000 Penalty: 4413.859863
	Iteration 32Q: 3 clusters Score -810365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -810372.437500 Penalty: 4413.859863
	Iteration 33Q: 3 clusters Score -810372.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -810376.687500 Penalty: 4413.859863
	Iteration 34Q: 3 clusters Score -810376.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -810384.000000 Penalty: 4413.859863
	Iteration 35Q: 3 clusters Score -810384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -810391.375000 Penalty: 4413.859863
	Iteration 36Q: 3 clusters Score -810391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -810393.687500 Penalty: 4413.859863
	Iteration 37Q: 3 clusters Score -810393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -810397.812500 Penalty: 4413.859863
	Iteration 38Q: 3 clusters Score -810397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -810400.437500 Penalty: 4413.859863
	Iteration 39Q: 3 clusters Score -810400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -810402.750000 Penalty: 4413.859863
	Iteration 40F: 3 clusters Score -810402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -810403.000000 Penalty: 4413.859863
	Iteration 41Q: 3 clusters Score -810403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -810403.500000 Penalty: 4413.859863
	Iteration 42Q: 3 clusters Score -810403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -810403.312500 Penalty: 4413.859863
	Iteration 43Q: 3 clusters Score -810403.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -810403.312500 Penalty: 4413.859863
	Iteration 44F: 3 clusters Score -810403.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -240005.937500 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -240005.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -237203.781250 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -237203.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -237849.359375 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -237849.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238047.812500 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -238047.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -238168.375000 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -238168.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -238271.109375 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -238271.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238367.265625 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -238367.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -238448.546875 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -238448.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238524.343750 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -238524.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -238595.046875 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -238595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -238688.281250 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -238688.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -238752.500000 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -238752.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -238822.968750 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -238823 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -238902.968750 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -238903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -238956.656250 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -238956.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -238988.796875 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -238988.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -239021.187500 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -239021.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -239048.875000 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -239048.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -239077.765625 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -239077.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -239111.546875 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -239111.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -239142.453125 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -239142.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -239174.671875 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -239174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -239199.015625 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -239199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -239222.031250 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -239222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -239240.812500 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -239240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -239251.875000 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -239251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -239261.500000 Penalty: 3830.886963
	Iteration 25Q: 3 clusters Score -239261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -239270.421875 Penalty: 3830.886963
	Iteration 26Q: 3 clusters Score -239270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -239273.109375 Penalty: 3830.886963
	Iteration 27Q: 3 clusters Score -239273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -239275.421875 Penalty: 3830.886963
	Iteration 28Q: 3 clusters Score -239275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -239276.390625 Penalty: 3830.886963
	Iteration 29Q: 3 clusters Score -239276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -239276.578125 Penalty: 3830.886963
	Iteration 30Q: 3 clusters Score -239276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -239277.140625 Penalty: 3830.886963
	Iteration 31Q: 3 clusters Score -239277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -239277.140625 Penalty: 3830.886963
	Iteration 32F: 3 clusters Score -239277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -519064.750000 Penalty: 2091.854736
	Iteration 0F: 2 clusters Score -519064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -514778.375000 Penalty: 4183.709473
	Iteration 0F: 3 clusters Score -514778.4 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -515812.343750 Penalty: 4183.709473
	Iteration 1F: 3 clusters Score -515812.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -516084.000000 Penalty: 4183.709473
	Iteration 2F: 3 clusters Score -516084 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -516329.593750 Penalty: 4183.709473
	Iteration 3F: 3 clusters Score -516329.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -516596.375000 Penalty: 4183.709473
	Iteration 4F: 3 clusters Score -516596.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -516833.218750 Penalty: 4183.709473
	Iteration 5F: 3 clusters Score -516833.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -517038.125000 Penalty: 4183.709473
	Iteration 6F: 3 clusters Score -517038.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -517224.468750 Penalty: 4183.709473
	Iteration 7Q: 3 clusters Score -517224.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -517387.375000 Penalty: 4183.709473
	Iteration 8Q: 3 clusters Score -517387.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -517527.531250 Penalty: 4183.709473
	Iteration 9Q: 3 clusters Score -517527.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -517636.906250 Penalty: 4183.709473
	Iteration 10Q: 3 clusters Score -517636.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -517736.093750 Penalty: 4183.709473
	Iteration 11Q: 3 clusters Score -517736.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -517844.093750 Penalty: 4183.709473
	Iteration 12Q: 3 clusters Score -517844.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -517973.000000 Penalty: 4183.709473
	Iteration 13Q: 3 clusters Score -517973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -518117.593750 Penalty: 4183.709473
	Iteration 14Q: 3 clusters Score -518117.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -518272.906250 Penalty: 4183.709473
	Iteration 15Q: 3 clusters Score -518272.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -518421.968750 Penalty: 4183.709473
	Iteration 16Q: 3 clusters Score -518422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -518551.593750 Penalty: 4183.709473
	Iteration 17Q: 3 clusters Score -518551.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -518647.031250 Penalty: 4183.709473
	Iteration 18Q: 3 clusters Score -518647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -518695.968750 Penalty: 4183.709473
	Iteration 19Q: 3 clusters Score -518696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -518718.406250 Penalty: 4183.709473
	Iteration 20F: 3 clusters Score -518718.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -518728.593750 Penalty: 4183.709473
	Iteration 21Q: 3 clusters Score -518728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -518732.593750 Penalty: 4183.709473
	Iteration 22Q: 3 clusters Score -518732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -518733.843750 Penalty: 4183.709473
	Iteration 23Q: 3 clusters Score -518733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -518736.312500 Penalty: 4183.709473
	Iteration 24Q: 3 clusters Score -518736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -518736.718750 Penalty: 4183.709473
	Iteration 25Q: 3 clusters Score -518736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -518737.031250 Penalty: 4183.709473
	Iteration 26Q: 3 clusters Score -518737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -518737.031250 Penalty: 4183.709473
	Iteration 27F: 3 clusters Score -518737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Entering Unmasked Estep 
Score: -18879488.000000 Penalty: 2971.223389
	Iteration 0F: 2 clusters Score -1.887949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -18773028.000000 Penalty: 5942.446777
	Iteration 0F: 3 clusters Score -1.877303e+07 nChanged 76418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -18817056.000000 Penalty: 5942.446777
	Iteration 1F: 3 clusters Score -1.881706e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -18818276.000000 Penalty: 5942.446777
	Iteration 2Q: 3 clusters Score -1.881828e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -18819524.000000 Penalty: 5942.446777
	Iteration 3Q: 3 clusters Score -1.881952e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -18821376.000000 Penalty: 5942.446777
	Iteration 4Q: 3 clusters Score -1.882138e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -18824426.000000 Penalty: 5942.446777
	Iteration 5Q: 3 clusters Score -1.882443e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -18829346.000000 Penalty: 5942.446777
	Iteration 6F: 3 clusters Score -1.882935e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -18836196.000000 Penalty: 5942.446777
	Iteration 7F: 3 clusters Score -1.88362e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -18845068.000000 Penalty: 5942.446777
	Iteration 8F: 3 clusters Score -1.884507e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -18852828.000000 Penalty: 5942.446777
	Iteration 9F: 3 clusters Score -1.885283e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -18856628.000000 Penalty: 5942.446777
	Iteration 10F: 3 clusters Score -1.885663e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -18857924.000000 Penalty: 5942.446777
	Iteration 11Q: 3 clusters Score -1.885792e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -18858786.000000 Penalty: 5942.446777
	Iteration 12Q: 3 clusters Score -1.885879e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -18859472.000000 Penalty: 5942.446777
	Iteration 13Q: 3 clusters Score -1.885947e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100504 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -18859918.000000 Penalty: 5942.446777
	Iteration 14Q: 3 clusters Score -1.885992e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -18860632.000000 Penalty: 5942.446777
	Iteration 15Q: 3 clusters Score -1.886063e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -18861082.000000 Penalty: 5942.446777
	Iteration 16Q: 3 clusters Score -1.886108e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -18861552.000000 Penalty: 5942.446777
	Iteration 17Q: 3 clusters Score -1.886155e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -18862012.000000 Penalty: 5942.446777
	Iteration 18Q: 3 clusters Score -1.886201e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -18862466.000000 Penalty: 5942.446777
	Iteration 19Q: 3 clusters Score -1.886247e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -18862850.000000 Penalty: 5942.446777
	Iteration 20F: 3 clusters Score -1.886285e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -18863416.000000 Penalty: 5942.446777
	Iteration 21Q: 3 clusters Score -1.886342e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114167 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -18863920.000000 Penalty: 5942.446777
	Iteration 22Q: 3 clusters Score -1.886392e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -18864486.000000 Penalty: 5942.446777
	Iteration 23Q: 3 clusters Score -1.886449e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117818 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -18865052.000000 Penalty: 5942.446777
	Iteration 24Q: 3 clusters Score -1.886505e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -18865526.000000 Penalty: 5942.446777
	Iteration 25Q: 3 clusters Score -1.886553e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -18865988.000000 Penalty: 5942.446777
	Iteration 26Q: 3 clusters Score -1.886599e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -18866488.000000 Penalty: 5942.446777
	Iteration 27Q: 3 clusters Score -1.886649e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -18867034.000000 Penalty: 5942.446777
	Iteration 28Q: 3 clusters Score -1.886703e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -18867656.000000 Penalty: 5942.446777
	Iteration 29Q: 3 clusters Score -1.886766e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -18868164.000000 Penalty: 5942.446777
	Iteration 30Q: 3 clusters Score -1.886816e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -18868750.000000 Penalty: 5942.446777
	Iteration 31Q: 3 clusters Score -1.886875e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132808 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -18869262.000000 Penalty: 5942.446777
	Iteration 32Q: 3 clusters Score -1.886926e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -18869804.000000 Penalty: 5942.446777
	Iteration 33Q: 3 clusters Score -1.88698e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -18870340.000000 Penalty: 5942.446777
	Iteration 34Q: 3 clusters Score -1.887034e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138224 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -18870900.000000 Penalty: 5942.446777
	Iteration 35Q: 3 clusters Score -1.88709e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -18871398.000000 Penalty: 5942.446777
	Iteration 36Q: 3 clusters Score -1.88714e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -18871904.000000 Penalty: 5942.446777
	Iteration 37Q: 3 clusters Score -1.88719e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -18872414.000000 Penalty: 5942.446777
	Iteration 38Q: 3 clusters Score -1.887241e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144549 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -18872862.000000 Penalty: 5942.446777
	Iteration 39Q: 3 clusters Score -1.887286e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -18873358.000000 Penalty: 5942.446777
	Iteration 40F: 3 clusters Score -1.887336e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147238 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -18873842.000000 Penalty: 5942.446777
	Iteration 41Q: 3 clusters Score -1.887384e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -18874180.000000 Penalty: 5942.446777
	Iteration 42Q: 3 clusters Score -1.887418e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -18874572.000000 Penalty: 5942.446777
	Iteration 43Q: 3 clusters Score -1.887457e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -18874934.000000 Penalty: 5942.446777
	Iteration 44Q: 3 clusters Score -1.887493e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -18875300.000000 Penalty: 5942.446777
	Iteration 45Q: 3 clusters Score -1.88753e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152229 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -18875570.000000 Penalty: 5942.446777
	Iteration 46Q: 3 clusters Score -1.887557e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -18875776.000000 Penalty: 5942.446777
	Iteration 47Q: 3 clusters Score -1.887578e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -18875922.000000 Penalty: 5942.446777
	Iteration 48Q: 3 clusters Score -1.887592e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -18876144.000000 Penalty: 5942.446777
	Iteration 49Q: 3 clusters Score -1.887614e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -18876334.000000 Penalty: 5942.446777
	Iteration 50Q: 3 clusters Score -1.887633e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -18876368.000000 Penalty: 5942.446777
	Iteration 51Q: 3 clusters Score -1.887637e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -18876510.000000 Penalty: 5942.446777
	Iteration 52Q: 3 clusters Score -1.887651e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155690 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -18876586.000000 Penalty: 5942.446777
	Iteration 53Q: 3 clusters Score -1.887659e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -18876686.000000 Penalty: 5942.446777
	Iteration 54Q: 3 clusters Score -1.887669e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -18876764.000000 Penalty: 5942.446777
	Iteration 55Q: 3 clusters Score -1.887676e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156451 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -18876852.000000 Penalty: 5942.446777
	Iteration 56Q: 3 clusters Score -1.887685e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156637 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -18876910.000000 Penalty: 5942.446777
	Iteration 57Q: 3 clusters Score -1.887691e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -18876918.000000 Penalty: 5942.446777
	Iteration 58Q: 3 clusters Score -1.887692e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -18876914.000000 Penalty: 5942.446777
	Iteration 59Q: 3 clusters Score -1.887691e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -18876926.000000 Penalty: 5942.446777
	Iteration 60F: 3 clusters Score -1.887693e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18876948.000000 Penalty: 5942.446777
	Iteration 61Q: 3 clusters Score -1.887695e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -18876956.000000 Penalty: 5942.446777
	Iteration 62Q: 3 clusters Score -1.887696e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18877014.000000 Penalty: 5942.446777
	Iteration 63Q: 3 clusters Score -1.887701e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18877060.000000 Penalty: 5942.446777
	Iteration 64Q: 3 clusters Score -1.887706e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18877094.000000 Penalty: 5942.446777
	Iteration 65Q: 3 clusters Score -1.887709e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157637 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -18877126.000000 Penalty: 5942.446777
	Iteration 66Q: 3 clusters Score -1.887713e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157692 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18877126.000000 Penalty: 5942.446777
	Iteration 67Q: 3 clusters Score -1.887713e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -18877128.000000 Penalty: 5942.446777
	Iteration 68Q: 3 clusters Score -1.887713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -18877154.000000 Penalty: 5942.446777
	Iteration 69Q: 3 clusters Score -1.887715e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18877160.000000 Penalty: 5942.446777
	Iteration 70Q: 3 clusters Score -1.887716e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18877168.000000 Penalty: 5942.446777
	Iteration 71Q: 3 clusters Score -1.887717e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -18877172.000000 Penalty: 5942.446777
	Iteration 72Q: 3 clusters Score -1.887717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157971 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -18877196.000000 Penalty: 5942.446777
	Iteration 73Q: 3 clusters Score -1.88772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -18877212.000000 Penalty: 5942.446777
	Iteration 74Q: 3 clusters Score -1.887721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -18877224.000000 Penalty: 5942.446777
	Iteration 75Q: 3 clusters Score -1.887722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -18877238.000000 Penalty: 5942.446777
	Iteration 76Q: 3 clusters Score -1.887724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -18877232.000000 Penalty: 5942.446777
	Iteration 77Q: 3 clusters Score -1.887723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -18877246.000000 Penalty: 5942.446777
	Iteration 78Q: 3 clusters Score -1.887725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158110 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -18877246.000000 Penalty: 5942.446777
	Iteration 79Q: 3 clusters Score -1.887725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158127 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -18877250.000000 Penalty: 5942.446777
	Iteration 80F: 3 clusters Score -1.887725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158144 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18877266.000000 Penalty: 5942.446777
	Iteration 81Q: 3 clusters Score -1.887727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18877266.000000 Penalty: 5942.446777
	Iteration 82Q: 3 clusters Score -1.887727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158162 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -18877272.000000 Penalty: 5942.446777
	Iteration 83Q: 3 clusters Score -1.887727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18877294.000000 Penalty: 5942.446777
	Iteration 84Q: 3 clusters Score -1.887729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18877290.000000 Penalty: 5942.446777
	Iteration 85Q: 3 clusters Score -1.887729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18877290.000000 Penalty: 5942.446777
	Iteration 86F: 3 clusters Score -1.887729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -111649.960938 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -111650 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 531 members 
Entering Unmasked Estep 
Score: -109689.679688 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -109689.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109969.531250 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -109969.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110053.921875 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -110053.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110086.867188 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -110086.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110104.125000 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -110104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110115.421875 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -110115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110125.687500 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -110125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110132.195312 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -110132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110138.609375 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -110138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110145.812500 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -110145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110151.742188 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -110151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110156.007812 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -110156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -110158.640625 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -110158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110161.695312 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -110161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110169.882812 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -110169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110171.953125 Penalty: 3418.246338
	Iteration 15Q: 3 clusters Score -110172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110173.195312 Penalty: 3418.246338
	Iteration 16Q: 3 clusters Score -110173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110176.968750 Penalty: 3418.246338
	Iteration 17Q: 3 clusters Score -110177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110178.984375 Penalty: 3418.246338
	Iteration 18Q: 3 clusters Score -110179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110180.171875 Penalty: 3418.246338
	Iteration 19Q: 3 clusters Score -110180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110180.960938 Penalty: 3418.246338
	Iteration 20F: 3 clusters Score -110181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Entering Unmasked Estep 
Score: -5646952.500000 Penalty: 2672.410156
	Iteration 0F: 2 clusters Score -5646952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5614805.000000 Penalty: 5344.820312
	Iteration 0F: 3 clusters Score -5614805 nChanged 21966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5627575.000000 Penalty: 5344.820312
	Iteration 1F: 3 clusters Score -5627575 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5628559.500000 Penalty: 5344.820312
	Iteration 2F: 3 clusters Score -5628560 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5629797.500000 Penalty: 5344.820312
	Iteration 3F: 3 clusters Score -5629798 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -5631099.500000 Penalty: 5344.820312
	Iteration 4F: 3 clusters Score -5631100 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -5632672.500000 Penalty: 5344.820312
	Iteration 5F: 3 clusters Score -5632672 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -5634351.500000 Penalty: 5344.820312
	Iteration 6F: 3 clusters Score -5634352 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5636322.000000 Penalty: 5344.820312
	Iteration 7F: 3 clusters Score -5636322 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5638319.500000 Penalty: 5344.820312
	Iteration 8F: 3 clusters Score -5638320 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5640202.000000 Penalty: 5344.820312
	Iteration 9F: 3 clusters Score -5640202 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -5641676.000000 Penalty: 5344.820312
	Iteration 10Q: 3 clusters Score -5641676 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5642764.500000 Penalty: 5344.820312
	Iteration 11Q: 3 clusters Score -5642764 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -5643533.000000 Penalty: 5344.820312
	Iteration 12Q: 3 clusters Score -5643533 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -5643945.500000 Penalty: 5344.820312
	Iteration 13Q: 3 clusters Score -5643946 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -5644229.000000 Penalty: 5344.820312
	Iteration 14Q: 3 clusters Score -5644229 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -5644415.000000 Penalty: 5344.820312
	Iteration 15Q: 3 clusters Score -5644415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5644531.500000 Penalty: 5344.820312
	Iteration 16Q: 3 clusters Score -5644532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5644636.000000 Penalty: 5344.820312
	Iteration 17Q: 3 clusters Score -5644636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -5644705.500000 Penalty: 5344.820312
	Iteration 18Q: 3 clusters Score -5644706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5644729.500000 Penalty: 5344.820312
	Iteration 19Q: 3 clusters Score -5644730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -5644748.500000 Penalty: 5344.820312
	Iteration 20F: 3 clusters Score -5644748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5644770.000000 Penalty: 5344.820312
	Iteration 21Q: 3 clusters Score -5644770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -5644789.500000 Penalty: 5344.820312
	Iteration 22Q: 3 clusters Score -5644790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -5644793.500000 Penalty: 5344.820312
	Iteration 23Q: 3 clusters Score -5644794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -5644804.500000 Penalty: 5344.820312
	Iteration 24Q: 3 clusters Score -5644804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5644803.500000 Penalty: 5344.820312
	Iteration 25Q: 3 clusters Score -5644804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5644820.000000 Penalty: 5344.820312
	Iteration 26Q: 3 clusters Score -5644820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -5644814.000000 Penalty: 5344.820312
	Iteration 27Q: 3 clusters Score -5644814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -5644820.500000 Penalty: 5344.820312
	Iteration 28Q: 3 clusters Score -5644820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -5644832.500000 Penalty: 5344.820312
	Iteration 29Q: 3 clusters Score -5644832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5644832.500000 Penalty: 5344.820312
	Iteration 30Q: 3 clusters Score -5644832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -5644839.000000 Penalty: 5344.820312
	Iteration 31Q: 3 clusters Score -5644839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5644847.500000 Penalty: 5344.820312
	Iteration 32Q: 3 clusters Score -5644848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -5644851.500000 Penalty: 5344.820312
	Iteration 33Q: 3 clusters Score -5644852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -5644851.000000 Penalty: 5344.820312
	Iteration 34Q: 3 clusters Score -5644851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -5644853.000000 Penalty: 5344.820312
	Iteration 35Q: 3 clusters Score -5644853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -5644847.500000 Penalty: 5344.820312
	Iteration 36Q: 3 clusters Score -5644848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5644852.000000 Penalty: 5344.820312
	Iteration 37Q: 3 clusters Score -5644852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5644852.000000 Penalty: 5344.820312
	Iteration 38Q: 3 clusters Score -5644852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5644851.000000 Penalty: 5344.820312
	Iteration 39Q: 3 clusters Score -5644851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -5644851.000000 Penalty: 5344.820312
	Iteration 40F: 3 clusters Score -5644851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -42997.738281 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -42997.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41658.250000 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -41658.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41901.660156 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41901.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41997.542969 Penalty: 3001.836182
	Iteration 2Q: 3 clusters Score -41997.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42091.417969 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -42091.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42234.773438 Penalty: 3001.836182
	Iteration 4F: 3 clusters Score -42234.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42307.417969 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -42307.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42376.074219 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -42376.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42429.605469 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -42429.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42457.035156 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -42457.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -42500.722656 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -42500.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -42511.593750 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -42511.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -42516.828125 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -42516.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -42520.558594 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -42520.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -42523.226562 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -42523.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -42523.226562 Penalty: 3001.836182
	Iteration 14F: 3 clusters Score -42523.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77913 members 
Mstep: Class 5 contains 171304 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303426 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153611 members 
Mstep: Class 12 contains 81735 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14258 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008112.000000 Penalty: 116968.171875
Iteration 199Q: 34 clusters Score -1.840081e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171300 members 
Mstep: Class 6 contains 27908 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303424 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153614 members 
Mstep: Class 12 contains 81737 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14258 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159645 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008112.000000 Penalty: 116968.171875
Iteration 200F: 34 clusters Score -1.840081e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171301 members 
Mstep: Class 6 contains 27909 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303418 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153617 members 
Mstep: Class 12 contains 81738 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51889 members 
Mstep: Class 20 contains 36621 members 
Mstep: Class 21 contains 14256 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9950 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159644 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008064.000000 Penalty: 116968.171875
Iteration 201Q: 34 clusters Score -1.840081e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171301 members 
Mstep: Class 6 contains 27912 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303414 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153620 members 
Mstep: Class 12 contains 81740 members 
Mstep: Class 13 contains 77331 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51889 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14252 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159644 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008016.000000 Penalty: 116968.171875
Iteration 202Q: 34 clusters Score -1.84008e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171299 members 
Mstep: Class 6 contains 27913 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303412 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153622 members 
Mstep: Class 12 contains 81741 members 
Mstep: Class 13 contains 77331 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46895 members 
Mstep: Class 19 contains 51889 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14250 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008064.000000 Penalty: 116968.171875
Iteration 203Q: 34 clusters Score -1.840081e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77913 members 
Mstep: Class 5 contains 171296 members 
Mstep: Class 6 contains 27911 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303407 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153628 members 
Mstep: Class 12 contains 81748 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46895 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14250 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008128.000000 Penalty: 116968.171875
Iteration 204Q: 34 clusters Score -1.840081e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171295 members 
Mstep: Class 6 contains 27912 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303401 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153631 members 
Mstep: Class 12 contains 81754 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46895 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14250 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159646 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47853 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008160.000000 Penalty: 116968.171875
Iteration 205Q: 34 clusters Score -1.840082e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 82388 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77916 members 
Mstep: Class 5 contains 171291 members 
Mstep: Class 6 contains 27913 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303398 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153631 members 
Mstep: Class 12 contains 81757 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 51887 members 
Mstep: Class 20 contains 36618 members 
Mstep: Class 21 contains 14249 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159649 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47853 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008176.000000 Penalty: 116968.171875
Iteration 206Q: 34 clusters Score -1.840082e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171283 members 
Mstep: Class 6 contains 27914 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303396 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153636 members 
Mstep: Class 12 contains 81758 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 51887 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14248 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159651 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47853 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008080.000000 Penalty: 116968.171875
Iteration 207Q: 34 clusters Score -1.840081e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27914 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303386 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153646 members 
Mstep: Class 12 contains 81760 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 51886 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14244 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159652 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47853 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008176.000000 Penalty: 116968.171875
Iteration 208Q: 34 clusters Score -1.840082e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27915 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303379 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153647 members 
Mstep: Class 12 contains 81762 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 51888 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14243 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159651 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008032.000000 Penalty: 116968.171875
Iteration 209Q: 34 clusters Score -1.84008e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27917 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303376 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153652 members 
Mstep: Class 12 contains 81762 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46896 members 
Mstep: Class 19 contains 51889 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14243 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9567 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159653 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47851 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008048.000000 Penalty: 116968.171875
Iteration 210Q: 34 clusters Score -1.84008e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171278 members 
Mstep: Class 6 contains 27920 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303371 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153659 members 
Mstep: Class 12 contains 81762 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46895 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 36623 members 
Mstep: Class 21 contains 14241 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9567 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159655 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 211Q: 34 clusters Score -1.840079e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171276 members 
Mstep: Class 6 contains 27925 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303368 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 153663 members 
Mstep: Class 12 contains 81764 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51889 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14240 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159658 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 212Q: 34 clusters Score -1.840079e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77913 members 
Mstep: Class 5 contains 171272 members 
Mstep: Class 6 contains 27927 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303361 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 153659 members 
Mstep: Class 12 contains 81767 members 
Mstep: Class 13 contains 77331 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51888 members 
Mstep: Class 20 contains 36623 members 
Mstep: Class 21 contains 14241 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159661 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008016.000000 Penalty: 116968.171875
Iteration 213Q: 34 clusters Score -1.84008e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171273 members 
Mstep: Class 6 contains 27926 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303356 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153660 members 
Mstep: Class 12 contains 81769 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51885 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14241 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159662 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 214Q: 34 clusters Score -1.84008e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171274 members 
Mstep: Class 6 contains 27927 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303348 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 153665 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51880 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159662 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008048.000000 Penalty: 116968.171875
Iteration 215Q: 34 clusters Score -1.84008e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171276 members 
Mstep: Class 6 contains 27927 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303349 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 153667 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51879 members 
Mstep: Class 20 contains 36621 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159662 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 216Q: 34 clusters Score -1.84008e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215494 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171278 members 
Mstep: Class 6 contains 27928 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303348 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 153671 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 77335 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36620 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159660 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 217Q: 34 clusters Score -1.84008e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215490 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171276 members 
Mstep: Class 6 contains 27929 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303342 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 153679 members 
Mstep: Class 12 contains 81773 members 
Mstep: Class 13 contains 77334 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36619 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159661 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 218Q: 34 clusters Score -1.840079e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215492 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77913 members 
Mstep: Class 5 contains 171276 members 
Mstep: Class 6 contains 27931 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303340 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 153680 members 
Mstep: Class 12 contains 81775 members 
Mstep: Class 13 contains 77333 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159656 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47852 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 219Q: 34 clusters Score -1.840079e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215493 members 
Mstep: Class 2 contains 82387 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77907 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27933 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303334 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 153679 members 
Mstep: Class 12 contains 81777 members 
Mstep: Class 13 contains 77334 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159657 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47853 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 220F: 34 clusters Score -1.840079e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77908 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303330 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 153679 members 
Mstep: Class 12 contains 81778 members 
Mstep: Class 13 contains 77332 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36623 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159660 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47854 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 221Q: 34 clusters Score -1.840079e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77913 members 
Mstep: Class 5 contains 171284 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303325 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153677 members 
Mstep: Class 12 contains 81779 members 
Mstep: Class 13 contains 77331 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159659 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47856 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 222Q: 34 clusters Score -1.840079e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215494 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77916 members 
Mstep: Class 5 contains 171287 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303320 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 153676 members 
Mstep: Class 12 contains 81779 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159656 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47860 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007904.000000 Penalty: 116968.171875
Iteration 223Q: 34 clusters Score -1.840079e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215494 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77916 members 
Mstep: Class 5 contains 171290 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303322 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 153677 members 
Mstep: Class 12 contains 81778 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36621 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159650 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47863 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007872.000000 Penalty: 116968.171875
Iteration 224Q: 34 clusters Score -1.840079e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77916 members 
Mstep: Class 5 contains 171289 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303324 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153676 members 
Mstep: Class 12 contains 81778 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 14241 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47865 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007904.000000 Penalty: 116968.171875
Iteration 225Q: 34 clusters Score -1.840079e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171289 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303326 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153672 members 
Mstep: Class 12 contains 81779 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14239 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159647 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47868 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 226Q: 34 clusters Score -1.840079e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171287 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303326 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153674 members 
Mstep: Class 12 contains 81780 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14237 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159645 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47869 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007952.000000 Penalty: 116968.171875
Iteration 227Q: 34 clusters Score -1.84008e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171285 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303329 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153675 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14231 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159644 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47870 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 228Q: 34 clusters Score -1.840079e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77914 members 
Mstep: Class 5 contains 171283 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153678 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51879 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14229 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159640 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47872 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007840.000000 Penalty: 116968.171875
Iteration 229Q: 34 clusters Score -1.840078e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303333 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153679 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6083 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51878 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14228 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159639 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47872 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007872.000000 Penalty: 116968.171875
Iteration 230Q: 34 clusters Score -1.840079e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215495 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77916 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303335 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153681 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46893 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14227 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9575 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159636 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47875 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007808.000000 Penalty: 116968.171875
Iteration 231Q: 34 clusters Score -1.840078e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171279 members 
Mstep: Class 6 contains 27932 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303339 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153678 members 
Mstep: Class 12 contains 81783 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9579 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159635 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47875 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 232Q: 34 clusters Score -1.840079e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77918 members 
Mstep: Class 5 contains 171277 members 
Mstep: Class 6 contains 27933 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303339 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153678 members 
Mstep: Class 12 contains 81783 members 
Mstep: Class 13 contains 77327 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 51875 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9581 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159636 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47875 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 233Q: 34 clusters Score -1.84008e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77917 members 
Mstep: Class 5 contains 171276 members 
Mstep: Class 6 contains 27933 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303340 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153678 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9585 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159635 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47875 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 234Q: 34 clusters Score -1.840079e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171273 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303339 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153681 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14225 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9587 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159633 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 235Q: 34 clusters Score -1.840079e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171271 members 
Mstep: Class 6 contains 27934 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303339 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153681 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36624 members 
Mstep: Class 21 contains 14225 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9588 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159634 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 236Q: 34 clusters Score -1.840079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82385 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171270 members 
Mstep: Class 6 contains 27933 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303335 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153684 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159638 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007856.000000 Penalty: 116968.171875
Iteration 237Q: 34 clusters Score -1.840079e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27933 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303331 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153686 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51875 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14227 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9592 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159641 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007904.000000 Penalty: 116968.171875
Iteration 238Q: 34 clusters Score -1.840079e+08 nChanged 18
Entering ConstructFrom: 
Score: -184007904.000000 Penalty: 116968.171875
Entering ConstructFrom: 
Trying to split cluster 1 (215502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215502 members 
Entering Unmasked Estep 
Score: -25342530.000000 Penalty: 3045.619873
	Iteration 0F: 2 clusters Score -2.534253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -25203010.000000 Penalty: 6091.239746
	Iteration 0F: 3 clusters Score -2.520301e+07 nChanged 103485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -25264318.000000 Penalty: 6091.239746
	Iteration 1F: 3 clusters Score -2.526432e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 108768 members 
Entering Unmasked Estep 
Score: -25265664.000000 Penalty: 6091.239746
	Iteration 2Q: 3 clusters Score -2.526566e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -25267640.000000 Penalty: 6091.239746
	Iteration 3Q: 3 clusters Score -2.526764e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -25270494.000000 Penalty: 6091.239746
	Iteration 4Q: 3 clusters Score -2.527049e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -25274812.000000 Penalty: 6091.239746
	Iteration 5Q: 3 clusters Score -2.527481e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106232 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -25281180.000000 Penalty: 6091.239746
	Iteration 6F: 3 clusters Score -2.528118e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -25290026.000000 Penalty: 6091.239746
	Iteration 7F: 3 clusters Score -2.529003e+07 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -25299882.000000 Penalty: 6091.239746
	Iteration 8F: 3 clusters Score -2.529988e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -25307694.000000 Penalty: 6091.239746
	Iteration 9F: 3 clusters Score -2.530769e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -25311558.000000 Penalty: 6091.239746
	Iteration 10Q: 3 clusters Score -2.531156e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -25312908.000000 Penalty: 6091.239746
	Iteration 11Q: 3 clusters Score -2.531291e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -25313798.000000 Penalty: 6091.239746
	Iteration 12Q: 3 clusters Score -2.53138e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -25314294.000000 Penalty: 6091.239746
	Iteration 13Q: 3 clusters Score -2.531429e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -25314716.000000 Penalty: 6091.239746
	Iteration 14Q: 3 clusters Score -2.531472e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -25315258.000000 Penalty: 6091.239746
	Iteration 15Q: 3 clusters Score -2.531526e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114313 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -25315888.000000 Penalty: 6091.239746
	Iteration 16Q: 3 clusters Score -2.531589e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -25316492.000000 Penalty: 6091.239746
	Iteration 17Q: 3 clusters Score -2.531649e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -25317020.000000 Penalty: 6091.239746
	Iteration 18Q: 3 clusters Score -2.531702e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -25317484.000000 Penalty: 6091.239746
	Iteration 19Q: 3 clusters Score -2.531748e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -25318076.000000 Penalty: 6091.239746
	Iteration 20F: 3 clusters Score -2.531808e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -25318546.000000 Penalty: 6091.239746
	Iteration 21Q: 3 clusters Score -2.531855e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123661 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -25319228.000000 Penalty: 6091.239746
	Iteration 22Q: 3 clusters Score -2.531923e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -25319832.000000 Penalty: 6091.239746
	Iteration 23Q: 3 clusters Score -2.531983e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -25320168.000000 Penalty: 6091.239746
	Iteration 24Q: 3 clusters Score -2.532017e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129018 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -25320660.000000 Penalty: 6091.239746
	Iteration 25Q: 3 clusters Score -2.532066e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130915 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -25321222.000000 Penalty: 6091.239746
	Iteration 26Q: 3 clusters Score -2.532122e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -25321624.000000 Penalty: 6091.239746
	Iteration 27Q: 3 clusters Score -2.532162e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134746 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -25322108.000000 Penalty: 6091.239746
	Iteration 28Q: 3 clusters Score -2.532211e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136756 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -25322742.000000 Penalty: 6091.239746
	Iteration 29Q: 3 clusters Score -2.532274e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -25323246.000000 Penalty: 6091.239746
	Iteration 30Q: 3 clusters Score -2.532325e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -25323666.000000 Penalty: 6091.239746
	Iteration 31Q: 3 clusters Score -2.532367e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143430 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -25324074.000000 Penalty: 6091.239746
	Iteration 32Q: 3 clusters Score -2.532407e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -25324664.000000 Penalty: 6091.239746
	Iteration 33Q: 3 clusters Score -2.532466e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -25325232.000000 Penalty: 6091.239746
	Iteration 34Q: 3 clusters Score -2.532523e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150667 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -25325640.000000 Penalty: 6091.239746
	Iteration 35Q: 3 clusters Score -2.532564e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153230 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -25326290.000000 Penalty: 6091.239746
	Iteration 36Q: 3 clusters Score -2.532629e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -25326806.000000 Penalty: 6091.239746
	Iteration 37Q: 3 clusters Score -2.532681e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -25327448.000000 Penalty: 6091.239746
	Iteration 38Q: 3 clusters Score -2.532745e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -25328172.000000 Penalty: 6091.239746
	Iteration 39Q: 3 clusters Score -2.532817e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165031 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -25328888.000000 Penalty: 6091.239746
	Iteration 40F: 3 clusters Score -2.532889e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -25329734.000000 Penalty: 6091.239746
	Iteration 41Q: 3 clusters Score -2.532973e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -25330450.000000 Penalty: 6091.239746
	Iteration 42Q: 3 clusters Score -2.533045e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175159 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -25331200.000000 Penalty: 6091.239746
	Iteration 43Q: 3 clusters Score -2.53312e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178526 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -25332038.000000 Penalty: 6091.239746
	Iteration 44Q: 3 clusters Score -2.533204e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -25332946.000000 Penalty: 6091.239746
	Iteration 45Q: 3 clusters Score -2.533295e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185004 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -25333730.000000 Penalty: 6091.239746
	Iteration 46Q: 3 clusters Score -2.533373e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188092 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -25334610.000000 Penalty: 6091.239746
	Iteration 47Q: 3 clusters Score -2.533461e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191085 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -25335622.000000 Penalty: 6091.239746
	Iteration 48Q: 3 clusters Score -2.533562e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193930 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -25336580.000000 Penalty: 6091.239746
	Iteration 49Q: 3 clusters Score -2.533658e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196522 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -25337436.000000 Penalty: 6091.239746
	Iteration 50Q: 3 clusters Score -2.533744e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198847 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -25337990.000000 Penalty: 6091.239746
	Iteration 51Q: 3 clusters Score -2.533799e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200990 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -25338494.000000 Penalty: 6091.239746
	Iteration 52Q: 3 clusters Score -2.533849e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202874 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -25339032.000000 Penalty: 6091.239746
	Iteration 53Q: 3 clusters Score -2.533903e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204523 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -25339488.000000 Penalty: 6091.239746
	Iteration 54Q: 3 clusters Score -2.533949e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205900 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -25339736.000000 Penalty: 6091.239746
	Iteration 55Q: 3 clusters Score -2.533974e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207115 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -25339988.000000 Penalty: 6091.239746
	Iteration 56Q: 3 clusters Score -2.533999e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208132 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -25340164.000000 Penalty: 6091.239746
	Iteration 57Q: 3 clusters Score -2.534016e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208972 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -25340284.000000 Penalty: 6091.239746
	Iteration 58Q: 3 clusters Score -2.534028e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209676 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -25340330.000000 Penalty: 6091.239746
	Iteration 59Q: 3 clusters Score -2.534033e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210219 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -25340496.000000 Penalty: 6091.239746
	Iteration 60F: 3 clusters Score -2.53405e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210737 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -25340542.000000 Penalty: 6091.239746
	Iteration 61Q: 3 clusters Score -2.534054e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211188 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -25340620.000000 Penalty: 6091.239746
	Iteration 62Q: 3 clusters Score -2.534062e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -25340620.000000 Penalty: 6091.239746
	Iteration 63Q: 3 clusters Score -2.534062e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211901 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -25340692.000000 Penalty: 6091.239746
	Iteration 64Q: 3 clusters Score -2.534069e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212150 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -25340696.000000 Penalty: 6091.239746
	Iteration 65Q: 3 clusters Score -2.53407e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212330 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -25340724.000000 Penalty: 6091.239746
	Iteration 66Q: 3 clusters Score -2.534072e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212476 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -25340772.000000 Penalty: 6091.239746
	Iteration 67Q: 3 clusters Score -2.534077e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212593 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -25340804.000000 Penalty: 6091.239746
	Iteration 68Q: 3 clusters Score -2.53408e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212689 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -25340790.000000 Penalty: 6091.239746
	Iteration 69Q: 3 clusters Score -2.534079e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212779 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -25340758.000000 Penalty: 6091.239746
	Iteration 70Q: 3 clusters Score -2.534076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212845 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -25340744.000000 Penalty: 6091.239746
	Iteration 71Q: 3 clusters Score -2.534074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212893 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -25340786.000000 Penalty: 6091.239746
	Iteration 72Q: 3 clusters Score -2.534079e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212940 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -25340810.000000 Penalty: 6091.239746
	Iteration 73Q: 3 clusters Score -2.534081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212974 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -25340814.000000 Penalty: 6091.239746
	Iteration 74Q: 3 clusters Score -2.534081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213008 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -25340812.000000 Penalty: 6091.239746
	Iteration 75Q: 3 clusters Score -2.534081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213041 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -25340828.000000 Penalty: 6091.239746
	Iteration 76Q: 3 clusters Score -2.534083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213063 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -25340828.000000 Penalty: 6091.239746
	Iteration 77Q: 3 clusters Score -2.534083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213083 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -25340816.000000 Penalty: 6091.239746
	Iteration 78Q: 3 clusters Score -2.534082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213100 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -25340832.000000 Penalty: 6091.239746
	Iteration 79Q: 3 clusters Score -2.534083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213116 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -25340810.000000 Penalty: 6091.239746
	Iteration 80F: 3 clusters Score -2.534081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213134 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -25340852.000000 Penalty: 6091.239746
	Iteration 81Q: 3 clusters Score -2.534085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213145 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -25340844.000000 Penalty: 6091.239746
	Iteration 82Q: 3 clusters Score -2.534084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213155 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -25340850.000000 Penalty: 6091.239746
	Iteration 83Q: 3 clusters Score -2.534085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213168 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -25340834.000000 Penalty: 6091.239746
	Iteration 84Q: 3 clusters Score -2.534083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213183 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25340840.000000 Penalty: 6091.239746
	Iteration 85Q: 3 clusters Score -2.534084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213192 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -25340862.000000 Penalty: 6091.239746
	Iteration 86Q: 3 clusters Score -2.534086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -25340852.000000 Penalty: 6091.239746
	Iteration 87Q: 3 clusters Score -2.534085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213203 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -25340850.000000 Penalty: 6091.239746
	Iteration 88Q: 3 clusters Score -2.534085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213208 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25340860.000000 Penalty: 6091.239746
	Iteration 89Q: 3 clusters Score -2.534086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213212 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -25340860.000000 Penalty: 6091.239746
	Iteration 90Q: 3 clusters Score -2.534086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213218 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -25340838.000000 Penalty: 6091.239746
	Iteration 91Q: 3 clusters Score -2.534084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -25340842.000000 Penalty: 6091.239746
	Iteration 92Q: 3 clusters Score -2.534084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213223 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -25340842.000000 Penalty: 6091.239746
	Iteration 93Q: 3 clusters Score -2.534084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213224 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -25340836.000000 Penalty: 6091.239746
	Iteration 94Q: 3 clusters Score -2.534084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213225 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -25340830.000000 Penalty: 6091.239746
	Iteration 95Q: 3 clusters Score -2.534083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213225 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -25340830.000000 Penalty: 6091.239746
	Iteration 96F: 3 clusters Score -2.534083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Entering Unmasked Estep 
Score: -9602232.000000 Penalty: 2807.148193
	Iteration 0F: 2 clusters Score -9602232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -9547285.000000 Penalty: 5614.296387
	Iteration 0F: 3 clusters Score -9547285 nChanged 38700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -9569622.000000 Penalty: 5614.296387
	Iteration 1F: 3 clusters Score -9569622 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -9571245.000000 Penalty: 5614.296387
	Iteration 2Q: 3 clusters Score -9571245 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -9572990.000000 Penalty: 5614.296387
	Iteration 3Q: 3 clusters Score -9572990 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -9574996.000000 Penalty: 5614.296387
	Iteration 4F: 3 clusters Score -9574996 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -9577219.000000 Penalty: 5614.296387
	Iteration 5F: 3 clusters Score -9577219 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -9579578.000000 Penalty: 5614.296387
	Iteration 6F: 3 clusters Score -9579578 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -9582212.000000 Penalty: 5614.296387
	Iteration 7F: 3 clusters Score -9582212 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -9585093.000000 Penalty: 5614.296387
	Iteration 8F: 3 clusters Score -9585093 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -9588085.000000 Penalty: 5614.296387
	Iteration 9F: 3 clusters Score -9588085 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -9590638.000000 Penalty: 5614.296387
	Iteration 10Q: 3 clusters Score -9590638 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -9592038.000000 Penalty: 5614.296387
	Iteration 11Q: 3 clusters Score -9592038 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -9592802.000000 Penalty: 5614.296387
	Iteration 12Q: 3 clusters Score -9592802 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -9593446.000000 Penalty: 5614.296387
	Iteration 13Q: 3 clusters Score -9593446 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -9593839.000000 Penalty: 5614.296387
	Iteration 14Q: 3 clusters Score -9593839 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -9594309.000000 Penalty: 5614.296387
	Iteration 15Q: 3 clusters Score -9594309 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9594720.000000 Penalty: 5614.296387
	Iteration 16Q: 3 clusters Score -9594720 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -9595132.000000 Penalty: 5614.296387
	Iteration 17Q: 3 clusters Score -9595132 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -9595456.000000 Penalty: 5614.296387
	Iteration 18Q: 3 clusters Score -9595456 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -9595805.000000 Penalty: 5614.296387
	Iteration 19Q: 3 clusters Score -9595805 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9596082.000000 Penalty: 5614.296387
	Iteration 20F: 3 clusters Score -9596082 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -9596312.000000 Penalty: 5614.296387
	Iteration 21Q: 3 clusters Score -9596312 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -9596467.000000 Penalty: 5614.296387
	Iteration 22Q: 3 clusters Score -9596467 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -9596576.000000 Penalty: 5614.296387
	Iteration 23Q: 3 clusters Score -9596576 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -9596675.000000 Penalty: 5614.296387
	Iteration 24Q: 3 clusters Score -9596675 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -9596751.000000 Penalty: 5614.296387
	Iteration 25Q: 3 clusters Score -9596751 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -9596779.000000 Penalty: 5614.296387
	Iteration 26Q: 3 clusters Score -9596779 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -9596808.000000 Penalty: 5614.296387
	Iteration 27Q: 3 clusters Score -9596808 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -9596871.000000 Penalty: 5614.296387
	Iteration 28Q: 3 clusters Score -9596871 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -9596913.000000 Penalty: 5614.296387
	Iteration 29Q: 3 clusters Score -9596913 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -9596967.000000 Penalty: 5614.296387
	Iteration 30Q: 3 clusters Score -9596967 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -9596965.000000 Penalty: 5614.296387
	Iteration 31Q: 3 clusters Score -9596965 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -9596958.000000 Penalty: 5614.296387
	Iteration 32Q: 3 clusters Score -9596958 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9596986 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9597011 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9597013 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -9597019.000000 Penalty: 5614.296387
	Iteration 37Q: 3 clusters Score -9597019 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9597008.000000 Penalty: 5614.296387
	Iteration 38Q: 3 clusters Score -9597008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -9597006.000000 Penalty: 5614.296387
	Iteration 39Q: 3 clusters Score -9597006 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -9597040.000000 Penalty: 5614.296387
	Iteration 40F: 3 clusters Score -9597040 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9597037 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9597052 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9597047 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9597072 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9597079 nChanged 139
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Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9597093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9597098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9597104.000000 Penalty: 5614.296387
	Iteration 49Q: 3 clusters Score -9597104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -9597120.000000 Penalty: 5614.296387
	Iteration 50Q: 3 clusters Score -9597120 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9597114 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9597126 nChanged 168
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Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9597133 nChanged 187
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Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9597179 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9597184 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -9597190.000000 Penalty: 5614.296387
	Iteration 56Q: 3 clusters Score -9597190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -9597208.000000 Penalty: 5614.296387
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Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9597209 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9597207 nChanged 197
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Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9597200 nChanged 209
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Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9597219 nChanged 212
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Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9597274 nChanged 214
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Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9597303 nChanged 216
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Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9597310 nChanged 217
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Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9597329 nChanged 230
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Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9597321 nChanged 204
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Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9597319 nChanged 194
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Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9597346 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9597323 nChanged 196
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Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9597355 nChanged 185
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Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9597367 nChanged 203
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Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9597399 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9597437 nChanged 210
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Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9597472 nChanged 202
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Mstep: Class 1 contains 42455 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9597535 nChanged 195
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Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9597566 nChanged 210
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Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9597612 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9597611 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9597638 nChanged 179
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Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9597647 nChanged 207
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Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9597673 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9597653 nChanged 172
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Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9597645 nChanged 186
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Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9597662 nChanged 178
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Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9597662 nChanged 183
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Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9597680 nChanged 201
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Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9597712 nChanged 203
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Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9597726 nChanged 193
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Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9597730 nChanged 186
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Mstep: Class 1 contains 45692 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9597748 nChanged 200
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Mstep: Class 1 contains 45892 members 
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	Iteration 94Q: 3 clusters Score -9597768 nChanged 171
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Mstep: Class 1 contains 46063 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9597798 nChanged 179
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Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9597833 nChanged 179
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Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9597835 nChanged 196
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Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9597849 nChanged 192
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Mstep: Class 1 contains 46805 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9597858 nChanged 197
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Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9597884 nChanged 179
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Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9597898 nChanged 199
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Mstep: Class 1 contains 47380 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9597903 nChanged 211
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Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9597920 nChanged 220
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Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9597917 nChanged 209
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Mstep: Class 1 contains 48020 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9597904 nChanged 198
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Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9597911 nChanged 182
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Mstep: Class 1 contains 48400 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9597945 nChanged 169
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Mstep: Class 1 contains 48569 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9597961 nChanged 169
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Mstep: Class 1 contains 48738 members 
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	Iteration 109Q: 3 clusters Score -9597964 nChanged 173
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Mstep: Class 1 contains 48909 members 
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	Iteration 110Q: 3 clusters Score -9597986 nChanged 159
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	Iteration 111Q: 3 clusters Score -9597973 nChanged 144
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	Iteration 113Q: 3 clusters Score -9597988 nChanged 142
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	Iteration 114Q: 3 clusters Score -9597984 nChanged 130
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	Iteration 115Q: 3 clusters Score -9597990 nChanged 134
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	Iteration 116Q: 3 clusters Score -9597989 nChanged 131
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	Iteration 117Q: 3 clusters Score -9598022 nChanged 147
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Mstep: Class 1 contains 50028 members 
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	Iteration 118Q: 3 clusters Score -9598009 nChanged 155
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	Iteration 119Q: 3 clusters Score -9598029 nChanged 159
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	Iteration 120F: 3 clusters Score -9598013 nChanged 150
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	Iteration 121Q: 3 clusters Score -9598017 nChanged 118
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	Iteration 122Q: 3 clusters Score -9598015 nChanged 118
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	Iteration 123Q: 3 clusters Score -9598046 nChanged 115
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	Iteration 124Q: 3 clusters Score -9598074 nChanged 124
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	Iteration 125Q: 3 clusters Score -9598075 nChanged 100
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	Iteration 126Q: 3 clusters Score -9598082 nChanged 90
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	Iteration 127Q: 3 clusters Score -9598086 nChanged 92
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Mstep: Class 1 contains 51249 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9598117 nChanged 73
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9598164 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9598179 nChanged 56
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9598180 nChanged 57
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9598203 nChanged 63
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	Iteration 150Q: 3 clusters Score -9598192 nChanged 56
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9598175 nChanged 63
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	Iteration 152Q: 3 clusters Score -9598169 nChanged 53
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9598178 nChanged 51
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	Iteration 157Q: 3 clusters Score -9598192 nChanged 47
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9598196 nChanged 68
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9598214 nChanged 55
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	Iteration 178Q: 3 clusters Score -9598254 nChanged 58
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	Iteration 179Q: 3 clusters Score -9598243 nChanged 56
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	Iteration 180F: 3 clusters Score -9598235 nChanged 62
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	Iteration 181Q: 3 clusters Score -9598234 nChanged 69
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	Iteration 197Q: 3 clusters Score -9598265 nChanged 81
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	Iteration 210Q: 3 clusters Score -9598351 nChanged 73
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	Iteration 216Q: 3 clusters Score -9598356 nChanged 55
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	Iteration 219Q: 3 clusters Score -9598357 nChanged 51
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	Iteration 220F: 3 clusters Score -9598369 nChanged 56
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	Iteration 222Q: 3 clusters Score -9598382 nChanged 43
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Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9598375 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9598377 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9598363 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9598361 nChanged 49
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Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9598359 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9598372 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9598377 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9598382 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58004 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9598396 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58039 members 
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Entering Unmasked Estep 
Score: -9598413.000000 Penalty: 5614.296387
	Iteration 232Q: 3 clusters Score -9598413 nChanged 26
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Mstep: Class 1 contains 58065 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9598414 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9598425 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9598405 nChanged 44
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9598422 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58222 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9598425 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9598427 nChanged 29
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Mstep: Class 1 contains 58279 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9598422 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9598408 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58323 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9598407 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9598421 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9598424 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9598424 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9598435 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9598441 nChanged 21
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9598433 nChanged 18
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Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9598447 nChanged 19
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9598440 nChanged 14
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Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9598446 nChanged 17
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Mstep: Class 1 contains 58524 members 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9598446 nChanged 18
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9598451 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9598457 nChanged 22
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9598458 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9598463 nChanged 26
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	Iteration 256Q: 3 clusters Score -9598468 nChanged 17
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9598467 nChanged 22
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9598459 nChanged 23
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9598462 nChanged 18
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -9598465 nChanged 23
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	Iteration 261Q: 3 clusters Score -9598459 nChanged 15
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	Iteration 262Q: 3 clusters Score -9598458 nChanged 12
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	Iteration 263Q: 3 clusters Score -9598458 nChanged 11
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	Iteration 264Q: 3 clusters Score -9598455 nChanged 22
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	Iteration 265Q: 3 clusters Score -9598453 nChanged 26
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9598450 nChanged 22
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	Iteration 267Q: 3 clusters Score -9598457 nChanged 20
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	Iteration 268Q: 3 clusters Score -9598454 nChanged 20
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9598467 nChanged 25
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	Iteration 270Q: 3 clusters Score -9598457 nChanged 28
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	Iteration 271Q: 3 clusters Score -9598460 nChanged 29
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	Iteration 272Q: 3 clusters Score -9598459 nChanged 32
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	Iteration 273Q: 3 clusters Score -9598451 nChanged 28
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	Iteration 274Q: 3 clusters Score -9598464 nChanged 27
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	Iteration 275Q: 3 clusters Score -9598454 nChanged 36
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	Iteration 276Q: 3 clusters Score -9598462 nChanged 45
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	Iteration 277Q: 3 clusters Score -9598482 nChanged 46
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	Iteration 278Q: 3 clusters Score -9598499 nChanged 45
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	Iteration 279Q: 3 clusters Score -9598508 nChanged 55
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9598521 nChanged 49
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	Iteration 281Q: 3 clusters Score -9598535 nChanged 71
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	Iteration 282Q: 3 clusters Score -9598529 nChanged 66
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	Iteration 283Q: 3 clusters Score -9598547 nChanged 55
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	Iteration 284Q: 3 clusters Score -9598534 nChanged 59
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	Iteration 285Q: 3 clusters Score -9598541 nChanged 57
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	Iteration 286Q: 3 clusters Score -9598565 nChanged 60
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	Iteration 287Q: 3 clusters Score -9598574 nChanged 59
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	Iteration 288Q: 3 clusters Score -9598581 nChanged 62
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	Iteration 289Q: 3 clusters Score -9598568 nChanged 61
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	Iteration 290Q: 3 clusters Score -9598563 nChanged 59
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	Iteration 291Q: 3 clusters Score -9598559 nChanged 69
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	Iteration 292Q: 3 clusters Score -9598569 nChanged 68
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	Iteration 293Q: 3 clusters Score -9598574 nChanged 79
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	Iteration 294Q: 3 clusters Score -9598574 nChanged 87
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	Iteration 295Q: 3 clusters Score -9598563 nChanged 88
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	Iteration 296Q: 3 clusters Score -9598581 nChanged 73
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	Iteration 297Q: 3 clusters Score -9598601 nChanged 75
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	Iteration 298Q: 3 clusters Score -9598573 nChanged 79
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	Iteration 299Q: 3 clusters Score -9598581 nChanged 72
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	Iteration 300F: 3 clusters Score -9598568 nChanged 74
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	Iteration 301Q: 3 clusters Score -9598562 nChanged 74
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	Iteration 302Q: 3 clusters Score -9598557 nChanged 61
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	Iteration 303Q: 3 clusters Score -9598549 nChanged 61
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	Iteration 304Q: 3 clusters Score -9598568 nChanged 62
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	Iteration 305Q: 3 clusters Score -9598564 nChanged 65
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	Iteration 306Q: 3 clusters Score -9598568 nChanged 61
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	Iteration 307Q: 3 clusters Score -9598564 nChanged 64
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	Iteration 308Q: 3 clusters Score -9598576 nChanged 60
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	Iteration 309Q: 3 clusters Score -9598572 nChanged 58
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	Iteration 310Q: 3 clusters Score -9598574 nChanged 66
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	Iteration 311Q: 3 clusters Score -9598555 nChanged 55
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	Iteration 312Q: 3 clusters Score -9598565 nChanged 59
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	Iteration 313Q: 3 clusters Score -9598563 nChanged 56
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	Iteration 314Q: 3 clusters Score -9598554 nChanged 64
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	Iteration 315Q: 3 clusters Score -9598569 nChanged 72
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	Iteration 316Q: 3 clusters Score -9598561 nChanged 65
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9598594 nChanged 70
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	Iteration 322Q: 3 clusters Score -9598606 nChanged 60
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	Iteration 328Q: 3 clusters Score -9598588 nChanged 46
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	Iteration 330Q: 3 clusters Score -9598595 nChanged 61
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	Iteration 338Q: 3 clusters Score -9598594 nChanged 55
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -9598619 nChanged 38
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -9598877 nChanged 125
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	Iteration 400F: 3 clusters Score -9599181 nChanged 148
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	Iteration 408Q: 3 clusters Score -9599175 nChanged 161
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	Iteration 410Q: 3 clusters Score -9599192 nChanged 166
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	Iteration 411Q: 3 clusters Score -9599221 nChanged 163
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Entering Unmasked Mstep 
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	Iteration 465Q: 3 clusters Score -9599971 nChanged 36
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	Iteration 467Q: 3 clusters Score -9599984 nChanged 43
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	Iteration 469Q: 3 clusters Score -9599978 nChanged 39
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	Iteration 480F: 3 clusters Score -9600005 nChanged 42
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	Iteration 489Q: 3 clusters Score -9600093 nChanged 40
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	Iteration 490Q: 3 clusters Score -9600102 nChanged 39
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	Iteration 491Q: 3 clusters Score -9600120 nChanged 27
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	Iteration 492Q: 3 clusters Score -9600124 nChanged 23
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	Iteration 493Q: 3 clusters Score -9600125 nChanged 24
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	Iteration 494Q: 3 clusters Score -9600130 nChanged 28
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	Iteration 497Q: 3 clusters Score -9600125 nChanged 21
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	Iteration 500F: 3 clusters Score -9600163 nChanged 13
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 3 (630 points) 
Entering CEM 
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	Iteration 0F: 2 clusters Score -60750.05 nChanged 0
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	Iteration 1F: 3 clusters Score -59668.11 nChanged 53
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	Iteration 3F: 3 clusters Score -60337.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60403.832031 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60403.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60409.320312 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60409.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60411.332031 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60411.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60411.332031 Penalty: 3197.076904
	Iteration 7F: 3 clusters Score -60411.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Entering Unmasked Estep 
Score: -9256475.000000 Penalty: 2793.329346
	Iteration 0F: 2 clusters Score -9256475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -9204259.000000 Penalty: 5586.658691
	Iteration 0F: 3 clusters Score -9204259 nChanged 36533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -9224747.000000 Penalty: 5586.658691
	Iteration 1F: 3 clusters Score -9224747 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -9225436.000000 Penalty: 5586.658691
	Iteration 2Q: 3 clusters Score -9225436 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -9226204.000000 Penalty: 5586.658691
	Iteration 3Q: 3 clusters Score -9226204 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -9227243.000000 Penalty: 5586.658691
	Iteration 4Q: 3 clusters Score -9227243 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -9228685.000000 Penalty: 5586.658691
	Iteration 5Q: 3 clusters Score -9228685 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -9231102.000000 Penalty: 5586.658691
	Iteration 6F: 3 clusters Score -9231102 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9234953.000000 Penalty: 5586.658691
	Iteration 7F: 3 clusters Score -9234953 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -9240532.000000 Penalty: 5586.658691
	Iteration 8F: 3 clusters Score -9240532 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -9246211.000000 Penalty: 5586.658691
	Iteration 9F: 3 clusters Score -9246211 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -9250078.000000 Penalty: 5586.658691
	Iteration 10Q: 3 clusters Score -9250078 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -9251847.000000 Penalty: 5586.658691
	Iteration 11Q: 3 clusters Score -9251847 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -9252468.000000 Penalty: 5586.658691
	Iteration 12Q: 3 clusters Score -9252468 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -9252752.000000 Penalty: 5586.658691
	Iteration 13Q: 3 clusters Score -9252752 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -9253000.000000 Penalty: 5586.658691
	Iteration 14Q: 3 clusters Score -9253000 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -9253207.000000 Penalty: 5586.658691
	Iteration 15Q: 3 clusters Score -9253207 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -9253345.000000 Penalty: 5586.658691
	Iteration 16Q: 3 clusters Score -9253345 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -9253486.000000 Penalty: 5586.658691
	Iteration 17Q: 3 clusters Score -9253486 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9253571.000000 Penalty: 5586.658691
	Iteration 18Q: 3 clusters Score -9253571 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9253717.000000 Penalty: 5586.658691
	Iteration 19Q: 3 clusters Score -9253717 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -9253848.000000 Penalty: 5586.658691
	Iteration 20F: 3 clusters Score -9253848 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9253929.000000 Penalty: 5586.658691
	Iteration 21Q: 3 clusters Score -9253929 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9253989.000000 Penalty: 5586.658691
	Iteration 22Q: 3 clusters Score -9253989 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9254065.000000 Penalty: 5586.658691
	Iteration 23Q: 3 clusters Score -9254065 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9254107.000000 Penalty: 5586.658691
	Iteration 24Q: 3 clusters Score -9254107 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -9254182.000000 Penalty: 5586.658691
	Iteration 25Q: 3 clusters Score -9254182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9254236.000000 Penalty: 5586.658691
	Iteration 26Q: 3 clusters Score -9254236 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -9254296.000000 Penalty: 5586.658691
	Iteration 27Q: 3 clusters Score -9254296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9254353.000000 Penalty: 5586.658691
	Iteration 28Q: 3 clusters Score -9254353 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9254386.000000 Penalty: 5586.658691
	Iteration 29Q: 3 clusters Score -9254386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9254434.000000 Penalty: 5586.658691
	Iteration 30Q: 3 clusters Score -9254434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9254445.000000 Penalty: 5586.658691
	Iteration 31Q: 3 clusters Score -9254445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9254466.000000 Penalty: 5586.658691
	Iteration 32Q: 3 clusters Score -9254466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9254492.000000 Penalty: 5586.658691
	Iteration 33Q: 3 clusters Score -9254492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9254505.000000 Penalty: 5586.658691
	Iteration 34Q: 3 clusters Score -9254505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9254543.000000 Penalty: 5586.658691
	Iteration 35Q: 3 clusters Score -9254543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9254558.000000 Penalty: 5586.658691
	Iteration 36Q: 3 clusters Score -9254558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9254558.000000 Penalty: 5586.658691
	Iteration 37Q: 3 clusters Score -9254558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9254594.000000 Penalty: 5586.658691
	Iteration 38Q: 3 clusters Score -9254594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9254609.000000 Penalty: 5586.658691
	Iteration 39Q: 3 clusters Score -9254609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9254626.000000 Penalty: 5586.658691
	Iteration 40F: 3 clusters Score -9254626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9254652.000000 Penalty: 5586.658691
	Iteration 41Q: 3 clusters Score -9254652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9254654.000000 Penalty: 5586.658691
	Iteration 42Q: 3 clusters Score -9254654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9254668.000000 Penalty: 5586.658691
	Iteration 43Q: 3 clusters Score -9254668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9254687.000000 Penalty: 5586.658691
	Iteration 44Q: 3 clusters Score -9254687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9254702.000000 Penalty: 5586.658691
	Iteration 45Q: 3 clusters Score -9254702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9254718.000000 Penalty: 5586.658691
	Iteration 46Q: 3 clusters Score -9254718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9254712.000000 Penalty: 5586.658691
	Iteration 47Q: 3 clusters Score -9254712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9254724.000000 Penalty: 5586.658691
	Iteration 48Q: 3 clusters Score -9254724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9254738.000000 Penalty: 5586.658691
	Iteration 49Q: 3 clusters Score -9254738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9254729.000000 Penalty: 5586.658691
	Iteration 50Q: 3 clusters Score -9254729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9254734.000000 Penalty: 5586.658691
	Iteration 51Q: 3 clusters Score -9254734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9254728.000000 Penalty: 5586.658691
	Iteration 52Q: 3 clusters Score -9254728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9254725.000000 Penalty: 5586.658691
	Iteration 53Q: 3 clusters Score -9254725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9254727.000000 Penalty: 5586.658691
	Iteration 54Q: 3 clusters Score -9254727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9254744.000000 Penalty: 5586.658691
	Iteration 55Q: 3 clusters Score -9254744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9254740.000000 Penalty: 5586.658691
	Iteration 56Q: 3 clusters Score -9254740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9254747.000000 Penalty: 5586.658691
	Iteration 57Q: 3 clusters Score -9254747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9254740.000000 Penalty: 5586.658691
	Iteration 58Q: 3 clusters Score -9254740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9254750.000000 Penalty: 5586.658691
	Iteration 59Q: 3 clusters Score -9254750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9254748.000000 Penalty: 5586.658691
	Iteration 60F: 3 clusters Score -9254748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9254750.000000 Penalty: 5586.658691
	Iteration 61Q: 3 clusters Score -9254750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9254746.000000 Penalty: 5586.658691
	Iteration 62Q: 3 clusters Score -9254746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9254746.000000 Penalty: 5586.658691
	Iteration 63Q: 3 clusters Score -9254746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9254754.000000 Penalty: 5586.658691
	Iteration 64Q: 3 clusters Score -9254754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9254748.000000 Penalty: 5586.658691
	Iteration 65Q: 3 clusters Score -9254748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9254751.000000 Penalty: 5586.658691
	Iteration 66Q: 3 clusters Score -9254751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9254750.000000 Penalty: 5586.658691
	Iteration 67Q: 3 clusters Score -9254750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9254751.000000 Penalty: 5586.658691
	Iteration 68Q: 3 clusters Score -9254751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9254761.000000 Penalty: 5586.658691
	Iteration 69Q: 3 clusters Score -9254761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9254757.000000 Penalty: 5586.658691
	Iteration 70Q: 3 clusters Score -9254757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9254764.000000 Penalty: 5586.658691
	Iteration 71Q: 3 clusters Score -9254764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9254775.000000 Penalty: 5586.658691
	Iteration 72Q: 3 clusters Score -9254775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9254768.000000 Penalty: 5586.658691
	Iteration 73Q: 3 clusters Score -9254768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9254769.000000 Penalty: 5586.658691
	Iteration 74Q: 3 clusters Score -9254769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9254769.000000 Penalty: 5586.658691
	Iteration 75Q: 3 clusters Score -9254769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9254781.000000 Penalty: 5586.658691
	Iteration 76Q: 3 clusters Score -9254781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9254785.000000 Penalty: 5586.658691
	Iteration 77Q: 3 clusters Score -9254785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9254788.000000 Penalty: 5586.658691
	Iteration 78Q: 3 clusters Score -9254788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9254786.000000 Penalty: 5586.658691
	Iteration 79Q: 3 clusters Score -9254786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9254785.000000 Penalty: 5586.658691
	Iteration 80F: 3 clusters Score -9254785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9254794.000000 Penalty: 5586.658691
	Iteration 81Q: 3 clusters Score -9254794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9254783.000000 Penalty: 5586.658691
	Iteration 82Q: 3 clusters Score -9254783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9254787.000000 Penalty: 5586.658691
	Iteration 83Q: 3 clusters Score -9254787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9254790.000000 Penalty: 5586.658691
	Iteration 84Q: 3 clusters Score -9254790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9254790.000000 Penalty: 5586.658691
	Iteration 85F: 3 clusters Score -9254790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171269 members 
Entering Unmasked Estep 
Score: -20187944.000000 Penalty: 2988.645752
	Iteration 0F: 2 clusters Score -2.018794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -20074034.000000 Penalty: 5977.291504
	Iteration 0F: 3 clusters Score -2.007403e+07 nChanged 82313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -20123022.000000 Penalty: 5977.291504
	Iteration 1F: 3 clusters Score -2.012302e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -20124366.000000 Penalty: 5977.291504
	Iteration 2Q: 3 clusters Score -2.012437e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -20126036.000000 Penalty: 5977.291504
	Iteration 3Q: 3 clusters Score -2.012604e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -20128676.000000 Penalty: 5977.291504
	Iteration 4Q: 3 clusters Score -2.012868e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 85903 members 
Entering Unmasked Estep 
Score: -20132174.000000 Penalty: 5977.291504
	Iteration 5Q: 3 clusters Score -2.013217e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -20137386.000000 Penalty: 5977.291504
	Iteration 6F: 3 clusters Score -2.013739e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -20144518.000000 Penalty: 5977.291504
	Iteration 7F: 3 clusters Score -2.014452e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -20152412.000000 Penalty: 5977.291504
	Iteration 8F: 3 clusters Score -2.015241e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -20158124.000000 Penalty: 5977.291504
	Iteration 9F: 3 clusters Score -2.015812e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -20160558.000000 Penalty: 5977.291504
	Iteration 10Q: 3 clusters Score -2.016056e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -20161700.000000 Penalty: 5977.291504
	Iteration 11Q: 3 clusters Score -2.01617e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -20162216.000000 Penalty: 5977.291504
	Iteration 12Q: 3 clusters Score -2.016222e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -20162752.000000 Penalty: 5977.291504
	Iteration 13Q: 3 clusters Score -2.016275e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -20163378.000000 Penalty: 5977.291504
	Iteration 14Q: 3 clusters Score -2.016338e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -20163964.000000 Penalty: 5977.291504
	Iteration 15Q: 3 clusters Score -2.016396e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -20164630.000000 Penalty: 5977.291504
	Iteration 16Q: 3 clusters Score -2.016463e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -20165160.000000 Penalty: 5977.291504
	Iteration 17Q: 3 clusters Score -2.016516e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99776 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -20165510.000000 Penalty: 5977.291504
	Iteration 18Q: 3 clusters Score -2.016551e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -20166042.000000 Penalty: 5977.291504
	Iteration 19Q: 3 clusters Score -2.016604e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -20166626.000000 Penalty: 5977.291504
	Iteration 20F: 3 clusters Score -2.016663e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -20167100.000000 Penalty: 5977.291504
	Iteration 21Q: 3 clusters Score -2.01671e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -20167370.000000 Penalty: 5977.291504
	Iteration 22Q: 3 clusters Score -2.016737e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -20167730.000000 Penalty: 5977.291504
	Iteration 23Q: 3 clusters Score -2.016773e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -20168016.000000 Penalty: 5977.291504
	Iteration 24Q: 3 clusters Score -2.016802e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -20168390.000000 Penalty: 5977.291504
	Iteration 25Q: 3 clusters Score -2.016839e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -20168900.000000 Penalty: 5977.291504
	Iteration 26Q: 3 clusters Score -2.01689e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -20169316.000000 Penalty: 5977.291504
	Iteration 27Q: 3 clusters Score -2.016932e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -20169740.000000 Penalty: 5977.291504
	Iteration 28Q: 3 clusters Score -2.016974e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -20170096.000000 Penalty: 5977.291504
	Iteration 29Q: 3 clusters Score -2.01701e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117844 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -20170484.000000 Penalty: 5977.291504
	Iteration 30Q: 3 clusters Score -2.017048e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119573 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -20170908.000000 Penalty: 5977.291504
	Iteration 31Q: 3 clusters Score -2.017091e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121347 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -20171286.000000 Penalty: 5977.291504
	Iteration 32Q: 3 clusters Score -2.017129e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123055 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -20171758.000000 Penalty: 5977.291504
	Iteration 33Q: 3 clusters Score -2.017176e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124738 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -20172116.000000 Penalty: 5977.291504
	Iteration 34Q: 3 clusters Score -2.017212e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -20172440.000000 Penalty: 5977.291504
	Iteration 35Q: 3 clusters Score -2.017244e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128402 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -20172828.000000 Penalty: 5977.291504
	Iteration 36Q: 3 clusters Score -2.017283e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130263 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -20173234.000000 Penalty: 5977.291504
	Iteration 37Q: 3 clusters Score -2.017323e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -20173764.000000 Penalty: 5977.291504
	Iteration 38Q: 3 clusters Score -2.017376e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -20174300.000000 Penalty: 5977.291504
	Iteration 39Q: 3 clusters Score -2.01743e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -20174830.000000 Penalty: 5977.291504
	Iteration 40F: 3 clusters Score -2.017483e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137891 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -20175228.000000 Penalty: 5977.291504
	Iteration 41Q: 3 clusters Score -2.017523e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139803 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -20175732.000000 Penalty: 5977.291504
	Iteration 42Q: 3 clusters Score -2.017573e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -20176350.000000 Penalty: 5977.291504
	Iteration 43Q: 3 clusters Score -2.017635e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -20176952.000000 Penalty: 5977.291504
	Iteration 44Q: 3 clusters Score -2.017695e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -20177528.000000 Penalty: 5977.291504
	Iteration 45Q: 3 clusters Score -2.017753e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -20178076.000000 Penalty: 5977.291504
	Iteration 46Q: 3 clusters Score -2.017808e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -20178676.000000 Penalty: 5977.291504
	Iteration 47Q: 3 clusters Score -2.017868e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -20179238.000000 Penalty: 5977.291504
	Iteration 48Q: 3 clusters Score -2.017924e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -20179734.000000 Penalty: 5977.291504
	Iteration 49Q: 3 clusters Score -2.017973e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -20180280.000000 Penalty: 5977.291504
	Iteration 50Q: 3 clusters Score -2.018028e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -20180700.000000 Penalty: 5977.291504
	Iteration 51Q: 3 clusters Score -2.01807e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -20181222.000000 Penalty: 5977.291504
	Iteration 52Q: 3 clusters Score -2.018122e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158896 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -20181744.000000 Penalty: 5977.291504
	Iteration 53Q: 3 clusters Score -2.018174e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -20182086.000000 Penalty: 5977.291504
	Iteration 54Q: 3 clusters Score -2.018209e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -20182536.000000 Penalty: 5977.291504
	Iteration 55Q: 3 clusters Score -2.018254e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -20182874.000000 Penalty: 5977.291504
	Iteration 56Q: 3 clusters Score -2.018287e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -20183222.000000 Penalty: 5977.291504
	Iteration 57Q: 3 clusters Score -2.018322e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164384 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -20183432.000000 Penalty: 5977.291504
	Iteration 58Q: 3 clusters Score -2.018343e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -20183704.000000 Penalty: 5977.291504
	Iteration 59Q: 3 clusters Score -2.01837e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -20184014.000000 Penalty: 5977.291504
	Iteration 60F: 3 clusters Score -2.018401e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -20184278.000000 Penalty: 5977.291504
	Iteration 61Q: 3 clusters Score -2.018428e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -20184460.000000 Penalty: 5977.291504
	Iteration 62Q: 3 clusters Score -2.018446e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167608 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -20184598.000000 Penalty: 5977.291504
	Iteration 63Q: 3 clusters Score -2.01846e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -20184770.000000 Penalty: 5977.291504
	Iteration 64Q: 3 clusters Score -2.018477e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168404 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -20184968.000000 Penalty: 5977.291504
	Iteration 65Q: 3 clusters Score -2.018497e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168741 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -20185000.000000 Penalty: 5977.291504
	Iteration 66Q: 3 clusters Score -2.0185e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -20185098.000000 Penalty: 5977.291504
	Iteration 67Q: 3 clusters Score -2.01851e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169210 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -20185174.000000 Penalty: 5977.291504
	Iteration 68Q: 3 clusters Score -2.018517e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20185252.000000 Penalty: 5977.291504
	Iteration 69Q: 3 clusters Score -2.018525e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169540 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20185268.000000 Penalty: 5977.291504
	Iteration 70Q: 3 clusters Score -2.018527e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20185304.000000 Penalty: 5977.291504
	Iteration 71Q: 3 clusters Score -2.01853e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20185334.000000 Penalty: 5977.291504
	Iteration 72Q: 3 clusters Score -2.018533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20185364.000000 Penalty: 5977.291504
	Iteration 73Q: 3 clusters Score -2.018536e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20185376.000000 Penalty: 5977.291504
	Iteration 74Q: 3 clusters Score -2.018538e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20185360.000000 Penalty: 5977.291504
	Iteration 75Q: 3 clusters Score -2.018536e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20185386.000000 Penalty: 5977.291504
	Iteration 76Q: 3 clusters Score -2.018539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20185408.000000 Penalty: 5977.291504
	Iteration 77Q: 3 clusters Score -2.018541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170143 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20185394.000000 Penalty: 5977.291504
	Iteration 78Q: 3 clusters Score -2.018539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20185408.000000 Penalty: 5977.291504
	Iteration 79Q: 3 clusters Score -2.018541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20185412.000000 Penalty: 5977.291504
	Iteration 80F: 3 clusters Score -2.018541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20185426.000000 Penalty: 5977.291504
	Iteration 81Q: 3 clusters Score -2.018543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20185438.000000 Penalty: 5977.291504
	Iteration 82Q: 3 clusters Score -2.018544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20185422.000000 Penalty: 5977.291504
	Iteration 83Q: 3 clusters Score -2.018542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20185440.000000 Penalty: 5977.291504
	Iteration 84Q: 3 clusters Score -2.018544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20185436.000000 Penalty: 5977.291504
	Iteration 85Q: 3 clusters Score -2.018544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20185438.000000 Penalty: 5977.291504
	Iteration 86Q: 3 clusters Score -2.018544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170305 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20185446.000000 Penalty: 5977.291504
	Iteration 87Q: 3 clusters Score -2.018545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20185446.000000 Penalty: 5977.291504
	Iteration 88Q: 3 clusters Score -2.018545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20185440.000000 Penalty: 5977.291504
	Iteration 89Q: 3 clusters Score -2.018544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20185432.000000 Penalty: 5977.291504
	Iteration 90Q: 3 clusters Score -2.018543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -20185424.000000 Penalty: 5977.291504
	Iteration 91Q: 3 clusters Score -2.018542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20185428.000000 Penalty: 5977.291504
	Iteration 92Q: 3 clusters Score -2.018543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -20185434.000000 Penalty: 5977.291504
	Iteration 93Q: 3 clusters Score -2.018543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170378 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -20185462.000000 Penalty: 5977.291504
	Iteration 94Q: 3 clusters Score -2.018546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170397 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20185456.000000 Penalty: 5977.291504
	Iteration 95Q: 3 clusters Score -2.018546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -20185472.000000 Penalty: 5977.291504
	Iteration 96Q: 3 clusters Score -2.018547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20185486.000000 Penalty: 5977.291504
	Iteration 97Q: 3 clusters Score -2.018549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20185494.000000 Penalty: 5977.291504
	Iteration 98Q: 3 clusters Score -2.018549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -20185492.000000 Penalty: 5977.291504
	Iteration 99Q: 3 clusters Score -2.018549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170470 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -20185498.000000 Penalty: 5977.291504
	Iteration 100F: 3 clusters Score -2.01855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -20185494.000000 Penalty: 5977.291504
	Iteration 101Q: 3 clusters Score -2.018549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -20185490.000000 Penalty: 5977.291504
	Iteration 102Q: 3 clusters Score -2.018549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170487 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20185490.000000 Penalty: 5977.291504
	Iteration 103Q: 3 clusters Score -2.018549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -20185506.000000 Penalty: 5977.291504
	Iteration 104Q: 3 clusters Score -2.018551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170490 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -20185504.000000 Penalty: 5977.291504
	Iteration 105Q: 3 clusters Score -2.01855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170490 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -20185504.000000 Penalty: 5977.291504
	Iteration 106F: 3 clusters Score -2.01855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Entering Unmasked Estep 
Score: -3293952.750000 Penalty: 2538.933594
	Iteration 0F: 2 clusters Score -3293953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3274590.750000 Penalty: 5077.867188
	Iteration 0F: 3 clusters Score -3274591 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3281702.000000 Penalty: 5077.867188
	Iteration 1F: 3 clusters Score -3281702 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3282338.750000 Penalty: 5077.867188
	Iteration 2F: 3 clusters Score -3282339 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3282872.750000 Penalty: 5077.867188
	Iteration 3F: 3 clusters Score -3282873 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3283256.000000 Penalty: 5077.867188
	Iteration 4Q: 3 clusters Score -3283256 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3283626.500000 Penalty: 5077.867188
	Iteration 5Q: 3 clusters Score -3283626 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3283923.250000 Penalty: 5077.867188
	Iteration 6Q: 3 clusters Score -3283923 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3284189.250000 Penalty: 5077.867188
	Iteration 7Q: 3 clusters Score -3284189 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3284439.000000 Penalty: 5077.867188
	Iteration 8Q: 3 clusters Score -3284439 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3284659.250000 Penalty: 5077.867188
	Iteration 9Q: 3 clusters Score -3284659 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3284871.500000 Penalty: 5077.867188
	Iteration 10Q: 3 clusters Score -3284872 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3285095.500000 Penalty: 5077.867188
	Iteration 11Q: 3 clusters Score -3285096 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3285329.750000 Penalty: 5077.867188
	Iteration 12Q: 3 clusters Score -3285330 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3285561.500000 Penalty: 5077.867188
	Iteration 13Q: 3 clusters Score -3285562 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3285820.250000 Penalty: 5077.867188
	Iteration 14Q: 3 clusters Score -3285820 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3286108.000000 Penalty: 5077.867188
	Iteration 15Q: 3 clusters Score -3286108 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3286418.750000 Penalty: 5077.867188
	Iteration 16Q: 3 clusters Score -3286419 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3286781.000000 Penalty: 5077.867188
	Iteration 17Q: 3 clusters Score -3286781 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3287193.750000 Penalty: 5077.867188
	Iteration 18Q: 3 clusters Score -3287194 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3287637.750000 Penalty: 5077.867188
	Iteration 19Q: 3 clusters Score -3287638 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3288140.750000 Penalty: 5077.867188
	Iteration 20F: 3 clusters Score -3288141 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3288783.750000 Penalty: 5077.867188
	Iteration 21Q: 3 clusters Score -3288784 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3289601.750000 Penalty: 5077.867188
	Iteration 22Q: 3 clusters Score -3289602 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3290556.000000 Penalty: 5077.867188
	Iteration 23Q: 3 clusters Score -3290556 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3291237.250000 Penalty: 5077.867188
	Iteration 24Q: 3 clusters Score -3291237 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3291577.250000 Penalty: 5077.867188
	Iteration 25Q: 3 clusters Score -3291577 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3291786.250000 Penalty: 5077.867188
	Iteration 26Q: 3 clusters Score -3291786 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3291932.500000 Penalty: 5077.867188
	Iteration 27Q: 3 clusters Score -3291932 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3292043.750000 Penalty: 5077.867188
	Iteration 28Q: 3 clusters Score -3292044 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3292123.000000 Penalty: 5077.867188
	Iteration 29Q: 3 clusters Score -3292123 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3292176.500000 Penalty: 5077.867188
	Iteration 30Q: 3 clusters Score -3292176 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3292239.000000 Penalty: 5077.867188
	Iteration 31Q: 3 clusters Score -3292239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3292274.750000 Penalty: 5077.867188
	Iteration 32Q: 3 clusters Score -3292275 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3292314.000000 Penalty: 5077.867188
	Iteration 33Q: 3 clusters Score -3292314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3292349.500000 Penalty: 5077.867188
	Iteration 34Q: 3 clusters Score -3292350 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3292360.000000 Penalty: 5077.867188
	Iteration 35Q: 3 clusters Score -3292360 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3292376.500000 Penalty: 5077.867188
	Iteration 36Q: 3 clusters Score -3292376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3292405.500000 Penalty: 5077.867188
	Iteration 37Q: 3 clusters Score -3292406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3292405.500000 Penalty: 5077.867188
	Iteration 38Q: 3 clusters Score -3292406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3292430.750000 Penalty: 5077.867188
	Iteration 39Q: 3 clusters Score -3292431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3292466.250000 Penalty: 5077.867188
	Iteration 40F: 3 clusters Score -3292466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3292513.500000 Penalty: 5077.867188
	Iteration 41Q: 3 clusters Score -3292514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3292527.000000 Penalty: 5077.867188
	Iteration 42Q: 3 clusters Score -3292527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3292544.500000 Penalty: 5077.867188
	Iteration 43Q: 3 clusters Score -3292544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3292548.750000 Penalty: 5077.867188
	Iteration 44Q: 3 clusters Score -3292549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3292564.000000 Penalty: 5077.867188
	Iteration 45Q: 3 clusters Score -3292564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3292568.000000 Penalty: 5077.867188
	Iteration 46Q: 3 clusters Score -3292568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3292582.750000 Penalty: 5077.867188
	Iteration 47Q: 3 clusters Score -3292583 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3292599.250000 Penalty: 5077.867188
	Iteration 48Q: 3 clusters Score -3292599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3292624.500000 Penalty: 5077.867188
	Iteration 49Q: 3 clusters Score -3292624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3292644.250000 Penalty: 5077.867188
	Iteration 50Q: 3 clusters Score -3292644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3292664.000000 Penalty: 5077.867188
	Iteration 51Q: 3 clusters Score -3292664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3292685.250000 Penalty: 5077.867188
	Iteration 52Q: 3 clusters Score -3292685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3292710.000000 Penalty: 5077.867188
	Iteration 53Q: 3 clusters Score -3292710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3292722.500000 Penalty: 5077.867188
	Iteration 54Q: 3 clusters Score -3292722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3292743.500000 Penalty: 5077.867188
	Iteration 55Q: 3 clusters Score -3292744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3292756.750000 Penalty: 5077.867188
	Iteration 56Q: 3 clusters Score -3292757 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3292785.500000 Penalty: 5077.867188
	Iteration 57Q: 3 clusters Score -3292786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3292817.750000 Penalty: 5077.867188
	Iteration 58Q: 3 clusters Score -3292818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3292858.750000 Penalty: 5077.867188
	Iteration 59Q: 3 clusters Score -3292859 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3292889.250000 Penalty: 5077.867188
	Iteration 60F: 3 clusters Score -3292889 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3292927.500000 Penalty: 5077.867188
	Iteration 61Q: 3 clusters Score -3292928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3292944.000000 Penalty: 5077.867188
	Iteration 62Q: 3 clusters Score -3292944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3292982.250000 Penalty: 5077.867188
	Iteration 63Q: 3 clusters Score -3292982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3293012.000000 Penalty: 5077.867188
	Iteration 64Q: 3 clusters Score -3293012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3293028.500000 Penalty: 5077.867188
	Iteration 65Q: 3 clusters Score -3293028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3293050.250000 Penalty: 5077.867188
	Iteration 66Q: 3 clusters Score -3293050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3293078.500000 Penalty: 5077.867188
	Iteration 67Q: 3 clusters Score -3293078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3293102.000000 Penalty: 5077.867188
	Iteration 68Q: 3 clusters Score -3293102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3293120.500000 Penalty: 5077.867188
	Iteration 69Q: 3 clusters Score -3293120 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3293147.500000 Penalty: 5077.867188
	Iteration 70Q: 3 clusters Score -3293148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3293183.250000 Penalty: 5077.867188
	Iteration 71Q: 3 clusters Score -3293183 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3293220.000000 Penalty: 5077.867188
	Iteration 72Q: 3 clusters Score -3293220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3293254.500000 Penalty: 5077.867188
	Iteration 73Q: 3 clusters Score -3293254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3293320.000000 Penalty: 5077.867188
	Iteration 74Q: 3 clusters Score -3293320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3293357.250000 Penalty: 5077.867188
	Iteration 75Q: 3 clusters Score -3293357 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3293411.250000 Penalty: 5077.867188
	Iteration 76Q: 3 clusters Score -3293411 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3293480.500000 Penalty: 5077.867188
	Iteration 77Q: 3 clusters Score -3293480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3293522.000000 Penalty: 5077.867188
	Iteration 78Q: 3 clusters Score -3293522 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3293593.250000 Penalty: 5077.867188
	Iteration 79Q: 3 clusters Score -3293593 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3293694.500000 Penalty: 5077.867188
	Iteration 80F: 3 clusters Score -3293694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3293815.500000 Penalty: 5077.867188
	Iteration 81Q: 3 clusters Score -3293816 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3293886.000000 Penalty: 5077.867188
	Iteration 82Q: 3 clusters Score -3293886 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3293951.750000 Penalty: 5077.867188
	Iteration 83Q: 3 clusters Score -3293952 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3294023.500000 Penalty: 5077.867188
	Iteration 84Q: 3 clusters Score -3294024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3294095.750000 Penalty: 5077.867188
	Iteration 85Q: 3 clusters Score -3294096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3294136.000000 Penalty: 5077.867188
	Iteration 86Q: 3 clusters Score -3294136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3294174.000000 Penalty: 5077.867188
	Iteration 87Q: 3 clusters Score -3294174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3294213.000000 Penalty: 5077.867188
	Iteration 88Q: 3 clusters Score -3294213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3294239.250000 Penalty: 5077.867188
	Iteration 89Q: 3 clusters Score -3294239 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3294262.250000 Penalty: 5077.867188
	Iteration 90Q: 3 clusters Score -3294262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3294285.500000 Penalty: 5077.867188
	Iteration 91Q: 3 clusters Score -3294286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3294293.750000 Penalty: 5077.867188
	Iteration 92Q: 3 clusters Score -3294294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3294310.250000 Penalty: 5077.867188
	Iteration 93Q: 3 clusters Score -3294310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3294319.750000 Penalty: 5077.867188
	Iteration 94Q: 3 clusters Score -3294320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3294340.750000 Penalty: 5077.867188
	Iteration 95Q: 3 clusters Score -3294341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3294349.000000 Penalty: 5077.867188
	Iteration 96Q: 3 clusters Score -3294349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3294353.750000 Penalty: 5077.867188
	Iteration 97Q: 3 clusters Score -3294354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3294373.250000 Penalty: 5077.867188
	Iteration 98Q: 3 clusters Score -3294373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3294383.250000 Penalty: 5077.867188
	Iteration 99Q: 3 clusters Score -3294383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3294386.000000 Penalty: 5077.867188
	Iteration 100F: 3 clusters Score -3294386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3294389.750000 Penalty: 5077.867188
	Iteration 101Q: 3 clusters Score -3294390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3294391.000000 Penalty: 5077.867188
	Iteration 102Q: 3 clusters Score -3294391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3294392.000000 Penalty: 5077.867188
	Iteration 103Q: 3 clusters Score -3294392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3294385.000000 Penalty: 5077.867188
	Iteration 104Q: 3 clusters Score -3294385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3294384.500000 Penalty: 5077.867188
	Iteration 105Q: 3 clusters Score -3294384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3294393.750000 Penalty: 5077.867188
	Iteration 106Q: 3 clusters Score -3294394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3294389.250000 Penalty: 5077.867188
	Iteration 107Q: 3 clusters Score -3294389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3294388.500000 Penalty: 5077.867188
	Iteration 108Q: 3 clusters Score -3294388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3294387.750000 Penalty: 5077.867188
	Iteration 109Q: 3 clusters Score -3294388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3294390.000000 Penalty: 5077.867188
	Iteration 110Q: 3 clusters Score -3294390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3294387.250000 Penalty: 5077.867188
	Iteration 111Q: 3 clusters Score -3294387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3294392.250000 Penalty: 5077.867188
	Iteration 112Q: 3 clusters Score -3294392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3294391.500000 Penalty: 5077.867188
	Iteration 113Q: 3 clusters Score -3294392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3294393.750000 Penalty: 5077.867188
	Iteration 114Q: 3 clusters Score -3294394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3294395.000000 Penalty: 5077.867188
	Iteration 115Q: 3 clusters Score -3294395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3294394.250000 Penalty: 5077.867188
	Iteration 116Q: 3 clusters Score -3294394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3294396.500000 Penalty: 5077.867188
	Iteration 117Q: 3 clusters Score -3294396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3294397.250000 Penalty: 5077.867188
	Iteration 118Q: 3 clusters Score -3294397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3294391.500000 Penalty: 5077.867188
	Iteration 119Q: 3 clusters Score -3294392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3294401.500000 Penalty: 5077.867188
	Iteration 120F: 3 clusters Score -3294402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3294396.500000 Penalty: 5077.867188
	Iteration 121Q: 3 clusters Score -3294396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3294400.250000 Penalty: 5077.867188
	Iteration 122Q: 3 clusters Score -3294400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3294398.500000 Penalty: 5077.867188
	Iteration 123Q: 3 clusters Score -3294398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3294398.500000 Penalty: 5077.867188
	Iteration 124Q: 3 clusters Score -3294398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3294402.750000 Penalty: 5077.867188
	Iteration 125Q: 3 clusters Score -3294403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3294406.750000 Penalty: 5077.867188
	Iteration 126Q: 3 clusters Score -3294407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3294410.500000 Penalty: 5077.867188
	Iteration 127Q: 3 clusters Score -3294410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3294408.500000 Penalty: 5077.867188
	Iteration 128Q: 3 clusters Score -3294408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3294410.750000 Penalty: 5077.867188
	Iteration 129Q: 3 clusters Score -3294411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3294417.750000 Penalty: 5077.867188
	Iteration 130Q: 3 clusters Score -3294418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3294413.500000 Penalty: 5077.867188
	Iteration 131Q: 3 clusters Score -3294414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3294416.500000 Penalty: 5077.867188
	Iteration 132Q: 3 clusters Score -3294416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3294427.750000 Penalty: 5077.867188
	Iteration 133Q: 3 clusters Score -3294428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3294421.500000 Penalty: 5077.867188
	Iteration 134Q: 3 clusters Score -3294422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3294428.500000 Penalty: 5077.867188
	Iteration 135Q: 3 clusters Score -3294428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3294423.500000 Penalty: 5077.867188
	Iteration 136Q: 3 clusters Score -3294424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3294435.250000 Penalty: 5077.867188
	Iteration 137Q: 3 clusters Score -3294435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3294432.750000 Penalty: 5077.867188
	Iteration 138Q: 3 clusters Score -3294433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3294429.750000 Penalty: 5077.867188
	Iteration 139Q: 3 clusters Score -3294430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3294434.750000 Penalty: 5077.867188
	Iteration 140F: 3 clusters Score -3294435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3294433.250000 Penalty: 5077.867188
	Iteration 141Q: 3 clusters Score -3294433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3294427.000000 Penalty: 5077.867188
	Iteration 142Q: 3 clusters Score -3294427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3294428.250000 Penalty: 5077.867188
	Iteration 143Q: 3 clusters Score -3294428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3294428.250000 Penalty: 5077.867188
	Iteration 144Q: 3 clusters Score -3294428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -3294427.000000 Penalty: 5077.867188
	Iteration 145Q: 3 clusters Score -3294427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3294424.500000 Penalty: 5077.867188
	Iteration 146Q: 3 clusters Score -3294424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3294421.000000 Penalty: 5077.867188
	Iteration 147Q: 3 clusters Score -3294421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3294421.000000 Penalty: 5077.867188
	Iteration 148F: 3 clusters Score -3294421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 17818 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153682 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 10117 members 
Entering Unmasked Estep 
Score: -184006768.000000 Penalty: 120512.656250
Splitting cluster 6 changes total score from -184007904.000000 to -184006768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -221621.250000 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -221621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219060.093750 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -219060.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219463.531250 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -219463.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -219560.375000 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -219560.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -219610.296875 Penalty: 3752.376465
	Iteration 3Q: 3 clusters Score -219610.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -219636.593750 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -219636.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219652.281250 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -219652.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219663.859375 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -219663.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219676.796875 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -219676.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -219684.593750 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -219684.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219691.656250 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -219691.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219695.234375 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -219695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219696.812500 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -219696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219696.812500 Penalty: 3752.376465
	Iteration 12F: 3 clusters Score -219696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (303328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303328 members 
Entering Unmasked Estep 
Score: -35447004.000000 Penalty: 3130.397461
	Iteration 0F: 2 clusters Score -3.5447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -35248524.000000 Penalty: 6260.794922
	Iteration 0F: 3 clusters Score -3.524852e+07 nChanged 147031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141020 members 
Mstep: Class 2 contains 162308 members 
Entering Unmasked Estep 
Score: -35335308.000000 Penalty: 6260.794922
	Iteration 1F: 3 clusters Score -3.533531e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -35337648.000000 Penalty: 6260.794922
	Iteration 2Q: 3 clusters Score -3.533765e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -35341844.000000 Penalty: 6260.794922
	Iteration 3Q: 3 clusters Score -3.534184e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 193030 members 
Entering Unmasked Estep 
Score: -35349980.000000 Penalty: 6260.794922
	Iteration 4F: 3 clusters Score -3.534998e+07 nChanged 21232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 213350 members 
Entering Unmasked Estep 
Score: -35362944.000000 Penalty: 6260.794922
	Iteration 5F: 3 clusters Score -3.536294e+07 nChanged 25188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 238066 members 
Entering Unmasked Estep 
Score: -35383072.000000 Penalty: 6260.794922
	Iteration 6F: 3 clusters Score -3.538307e+07 nChanged 24992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 262900 members 
Entering Unmasked Estep 
Score: -35406172.000000 Penalty: 6260.794922
	Iteration 7F: 3 clusters Score -3.540617e+07 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 282118 members 
Entering Unmasked Estep 
Score: -35425220.000000 Penalty: 6260.794922
	Iteration 8F: 3 clusters Score -3.542522e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 293254 members 
Entering Unmasked Estep 
Score: -35435780.000000 Penalty: 6260.794922
	Iteration 9Q: 3 clusters Score -3.543578e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 298742 members 
Entering Unmasked Estep 
Score: -35440936.000000 Penalty: 6260.794922
	Iteration 10Q: 3 clusters Score -3.544094e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 301111 members 
Entering Unmasked Estep 
Score: -35443284.000000 Penalty: 6260.794922
	Iteration 11Q: 3 clusters Score -3.544328e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 302061 members 
Entering Unmasked Estep 
Score: -35443936.000000 Penalty: 6260.794922
	Iteration 12Q: 3 clusters Score -3.544394e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 302465 members 
Entering Unmasked Estep 
Score: -35444180.000000 Penalty: 6260.794922
	Iteration 13Q: 3 clusters Score -3.544418e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 302646 members 
Entering Unmasked Estep 
Score: -35444356.000000 Penalty: 6260.794922
	Iteration 14Q: 3 clusters Score -3.544436e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 302733 members 
Entering Unmasked Estep 
Score: -35444464.000000 Penalty: 6260.794922
	Iteration 15Q: 3 clusters Score -3.544446e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 302777 members 
Entering Unmasked Estep 
Score: -35444496.000000 Penalty: 6260.794922
	Iteration 16Q: 3 clusters Score -3.54445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 302807 members 
Entering Unmasked Estep 
Score: -35444520.000000 Penalty: 6260.794922
	Iteration 17Q: 3 clusters Score -3.544452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 302812 members 
Entering Unmasked Estep 
Score: -35444520.000000 Penalty: 6260.794922
	Iteration 18Q: 3 clusters Score -3.544452e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 302826 members 
Entering Unmasked Estep 
Score: -35444532.000000 Penalty: 6260.794922
	Iteration 19Q: 3 clusters Score -3.544453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 302838 members 
Entering Unmasked Estep 
Score: -35444540.000000 Penalty: 6260.794922
	Iteration 20F: 3 clusters Score -3.544454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 302840 members 
Entering Unmasked Estep 
Score: -35444560.000000 Penalty: 6260.794922
	Iteration 21Q: 3 clusters Score -3.544456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 302850 members 
Entering Unmasked Estep 
Score: -35444572.000000 Penalty: 6260.794922
	Iteration 22Q: 3 clusters Score -3.544457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 302855 members 
Entering Unmasked Estep 
Score: -35444588.000000 Penalty: 6260.794922
	Iteration 23Q: 3 clusters Score -3.544459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 302859 members 
Entering Unmasked Estep 
Score: -35444584.000000 Penalty: 6260.794922
	Iteration 24Q: 3 clusters Score -3.544458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 302863 members 
Entering Unmasked Estep 
Score: -35444600.000000 Penalty: 6260.794922
	Iteration 25Q: 3 clusters Score -3.54446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 302867 members 
Entering Unmasked Estep 
Score: -35444608.000000 Penalty: 6260.794922
	Iteration 26Q: 3 clusters Score -3.544461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 302868 members 
Entering Unmasked Estep 
Score: -35444620.000000 Penalty: 6260.794922
	Iteration 27Q: 3 clusters Score -3.544462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 302868 members 
Entering Unmasked Estep 
Score: -35444620.000000 Penalty: 6260.794922
	Iteration 28F: 3 clusters Score -3.544462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -98907.578125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -98907.58 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 509 members 
Entering Unmasked Estep 
Score: -97009.343750 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -97009.34 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -97438.164062 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -97438.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -97751.117188 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -97751.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98114.835938 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -98114.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98509.984375 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -98509.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98842.335938 Penalty: 3431.181885
	Iteration 5F: 3 clusters Score -98842.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99040.562500 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -99040.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99092.609375 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -99092.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99120.156250 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -99120.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99141.726562 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -99141.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99158.757812 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -99158.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99171.500000 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -99171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99172.476562 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -99172.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99176.117188 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -99176.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99176.117188 Penalty: 3431.181885
	Iteration 14F: 3 clusters Score -99176.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153682 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 504 members 
Entering Unmasked Estep 
Score: -184006400.000000 Penalty: 120512.656250
Splitting cluster 9 changes total score from -184007904.000000 to -184006400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -759057.562500 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -759057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -753632.250000 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -753632.2 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -755094.812500 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -755094.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -755332.500000 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -755332.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -755477.375000 Penalty: 4350.137695
	Iteration 3Q: 3 clusters Score -755477.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -755603.000000 Penalty: 4350.137695
	Iteration 4Q: 3 clusters Score -755603 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -755702.750000 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -755702.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -755793.187500 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -755793.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -755866.062500 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -755866.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -755942.062500 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -755942.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -756030.500000 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -756030.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -756112.250000 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -756112.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -756186.562500 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -756186.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -756265.750000 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -756265.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -756337.250000 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -756337.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -756419.625000 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -756419.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -756493.000000 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -756493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -756557.937500 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -756557.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -756609.062500 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -756609.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -756668.750000 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -756668.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -756726.625000 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -756726.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -756785.187500 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -756785.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -756845.375000 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -756845.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -756897.062500 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -756897.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -756926.937500 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -756926.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -756950.437500 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -756950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -756973.875000 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -756973.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -756994.562500 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -756994.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -757010.500000 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -757010.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -757022.687500 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -757022.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -757035.000000 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -757035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -757045.812500 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -757045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -757052.375000 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -757052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -757055.000000 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -757055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -757061.875000 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -757061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -757067.625000 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -757067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -757074.375000 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -757074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -757074.125000 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -757074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -757080.625000 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -757080.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -757085.000000 Penalty: 4350.137695
	Iteration 38Q: 3 clusters Score -757085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -757087.250000 Penalty: 4350.137695
	Iteration 39Q: 3 clusters Score -757087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -757088.812500 Penalty: 4350.137695
	Iteration 40F: 3 clusters Score -757088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Entering Unmasked Estep 
Score: -18003242.000000 Penalty: 2961.775146
	Iteration 0F: 2 clusters Score -1.800324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -17900174.000000 Penalty: 5923.550293
	Iteration 0F: 3 clusters Score -1.790017e+07 nChanged 73382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -17942732.000000 Penalty: 5923.550293
	Iteration 1F: 3 clusters Score -1.794273e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -17943520.000000 Penalty: 5923.550293
	Iteration 2Q: 3 clusters Score -1.794352e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -17944566.000000 Penalty: 5923.550293
	Iteration 3Q: 3 clusters Score -1.794457e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -17945706.000000 Penalty: 5923.550293
	Iteration 4Q: 3 clusters Score -1.794571e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -17947162.000000 Penalty: 5923.550293
	Iteration 5Q: 3 clusters Score -1.794716e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -17949802.000000 Penalty: 5923.550293
	Iteration 6Q: 3 clusters Score -1.79498e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -17954364.000000 Penalty: 5923.550293
	Iteration 7Q: 3 clusters Score -1.795436e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -17961818.000000 Penalty: 5923.550293
	Iteration 8F: 3 clusters Score -1.796182e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -17971168.000000 Penalty: 5923.550293
	Iteration 9F: 3 clusters Score -1.797117e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -17978800.000000 Penalty: 5923.550293
	Iteration 10F: 3 clusters Score -1.79788e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -17982290.000000 Penalty: 5923.550293
	Iteration 11F: 3 clusters Score -1.798229e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -17983942.000000 Penalty: 5923.550293
	Iteration 12Q: 3 clusters Score -1.798394e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -17985016.000000 Penalty: 5923.550293
	Iteration 13Q: 3 clusters Score -1.798502e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -17986098.000000 Penalty: 5923.550293
	Iteration 14Q: 3 clusters Score -1.79861e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -17987066.000000 Penalty: 5923.550293
	Iteration 15Q: 3 clusters Score -1.798707e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -17988076.000000 Penalty: 5923.550293
	Iteration 16Q: 3 clusters Score -1.798808e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -17988890.000000 Penalty: 5923.550293
	Iteration 17Q: 3 clusters Score -1.798889e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -17989570.000000 Penalty: 5923.550293
	Iteration 18Q: 3 clusters Score -1.798957e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -17990130.000000 Penalty: 5923.550293
	Iteration 19Q: 3 clusters Score -1.799013e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -17990458.000000 Penalty: 5923.550293
	Iteration 20F: 3 clusters Score -1.799046e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -17990606.000000 Penalty: 5923.550293
	Iteration 21Q: 3 clusters Score -1.799061e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -17990824.000000 Penalty: 5923.550293
	Iteration 22Q: 3 clusters Score -1.799082e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -17990970.000000 Penalty: 5923.550293
	Iteration 23Q: 3 clusters Score -1.799097e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -17991094.000000 Penalty: 5923.550293
	Iteration 24Q: 3 clusters Score -1.799109e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -17991262.000000 Penalty: 5923.550293
	Iteration 25Q: 3 clusters Score -1.799126e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -17991312.000000 Penalty: 5923.550293
	Iteration 26Q: 3 clusters Score -1.799131e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -17991358.000000 Penalty: 5923.550293
	Iteration 27Q: 3 clusters Score -1.799136e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -17991434.000000 Penalty: 5923.550293
	Iteration 28Q: 3 clusters Score -1.799143e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -17991496.000000 Penalty: 5923.550293
	Iteration 29Q: 3 clusters Score -1.79915e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -17991580.000000 Penalty: 5923.550293
	Iteration 30Q: 3 clusters Score -1.799158e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -17991582.000000 Penalty: 5923.550293
	Iteration 31Q: 3 clusters Score -1.799158e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -17991606.000000 Penalty: 5923.550293
	Iteration 32Q: 3 clusters Score -1.799161e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94477 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -17991614.000000 Penalty: 5923.550293
	Iteration 33Q: 3 clusters Score -1.799161e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -17991626.000000 Penalty: 5923.550293
	Iteration 34Q: 3 clusters Score -1.799163e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -17991708.000000 Penalty: 5923.550293
	Iteration 35Q: 3 clusters Score -1.799171e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -17991812.000000 Penalty: 5923.550293
	Iteration 36Q: 3 clusters Score -1.799181e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -17991860.000000 Penalty: 5923.550293
	Iteration 37Q: 3 clusters Score -1.799186e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -17991906.000000 Penalty: 5923.550293
	Iteration 38Q: 3 clusters Score -1.799191e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -17991942.000000 Penalty: 5923.550293
	Iteration 39Q: 3 clusters Score -1.799194e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -17992036.000000 Penalty: 5923.550293
	Iteration 40F: 3 clusters Score -1.799204e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -17992032.000000 Penalty: 5923.550293
	Iteration 41Q: 3 clusters Score -1.799203e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -17992062.000000 Penalty: 5923.550293
	Iteration 42Q: 3 clusters Score -1.799206e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -17992166.000000 Penalty: 5923.550293
	Iteration 43Q: 3 clusters Score -1.799217e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -17992266.000000 Penalty: 5923.550293
	Iteration 44Q: 3 clusters Score -1.799227e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -17992228.000000 Penalty: 5923.550293
	Iteration 45Q: 3 clusters Score -1.799223e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -17992482.000000 Penalty: 5923.550293
	Iteration 46Q: 3 clusters Score -1.799248e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -17992528.000000 Penalty: 5923.550293
	Iteration 47Q: 3 clusters Score -1.799253e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -17992638.000000 Penalty: 5923.550293
	Iteration 48Q: 3 clusters Score -1.799264e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -17992760.000000 Penalty: 5923.550293
	Iteration 49Q: 3 clusters Score -1.799276e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -17992930.000000 Penalty: 5923.550293
	Iteration 50Q: 3 clusters Score -1.799293e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -17993010.000000 Penalty: 5923.550293
	Iteration 51Q: 3 clusters Score -1.799301e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -17993246.000000 Penalty: 5923.550293
	Iteration 52Q: 3 clusters Score -1.799325e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -17993406.000000 Penalty: 5923.550293
	Iteration 53Q: 3 clusters Score -1.799341e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -17993578.000000 Penalty: 5923.550293
	Iteration 54Q: 3 clusters Score -1.799358e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -17993832.000000 Penalty: 5923.550293
	Iteration 55Q: 3 clusters Score -1.799383e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114219 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -17994038.000000 Penalty: 5923.550293
	Iteration 56Q: 3 clusters Score -1.799404e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -17994218.000000 Penalty: 5923.550293
	Iteration 57Q: 3 clusters Score -1.799422e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116667 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -17994396.000000 Penalty: 5923.550293
	Iteration 58Q: 3 clusters Score -1.79944e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -17994566.000000 Penalty: 5923.550293
	Iteration 59Q: 3 clusters Score -1.799457e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -17994722.000000 Penalty: 5923.550293
	Iteration 60F: 3 clusters Score -1.799472e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120069 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -17994864.000000 Penalty: 5923.550293
	Iteration 61Q: 3 clusters Score -1.799486e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121118 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -17995068.000000 Penalty: 5923.550293
	Iteration 62Q: 3 clusters Score -1.799507e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -17995298.000000 Penalty: 5923.550293
	Iteration 63Q: 3 clusters Score -1.79953e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -17995544.000000 Penalty: 5923.550293
	Iteration 64Q: 3 clusters Score -1.799554e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124402 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -17995828.000000 Penalty: 5923.550293
	Iteration 65Q: 3 clusters Score -1.799583e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125590 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -17996160.000000 Penalty: 5923.550293
	Iteration 66Q: 3 clusters Score -1.799616e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -17996294.000000 Penalty: 5923.550293
	Iteration 67Q: 3 clusters Score -1.799629e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -17996540.000000 Penalty: 5923.550293
	Iteration 68Q: 3 clusters Score -1.799654e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -17996860.000000 Penalty: 5923.550293
	Iteration 69Q: 3 clusters Score -1.799686e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -17997082.000000 Penalty: 5923.550293
	Iteration 70Q: 3 clusters Score -1.799708e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -17997420.000000 Penalty: 5923.550293
	Iteration 71Q: 3 clusters Score -1.799742e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -17997738.000000 Penalty: 5923.550293
	Iteration 72Q: 3 clusters Score -1.799774e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133859 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -17998018.000000 Penalty: 5923.550293
	Iteration 73Q: 3 clusters Score -1.799802e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -17998332.000000 Penalty: 5923.550293
	Iteration 74Q: 3 clusters Score -1.799833e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135941 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -17998562.000000 Penalty: 5923.550293
	Iteration 75Q: 3 clusters Score -1.799856e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136849 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -17998830.000000 Penalty: 5923.550293
	Iteration 76Q: 3 clusters Score -1.799883e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137744 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -17999024.000000 Penalty: 5923.550293
	Iteration 77Q: 3 clusters Score -1.799902e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -17999260.000000 Penalty: 5923.550293
	Iteration 78Q: 3 clusters Score -1.799926e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139383 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -17999452.000000 Penalty: 5923.550293
	Iteration 79Q: 3 clusters Score -1.799945e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.799967e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140764 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.799984e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.799996e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141959 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.800006e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.800013e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142953 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.800024e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.800038e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143768 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.800044e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144135 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.800057e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.800064e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.800074e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.800074e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.800074e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -18000758.000000 Penalty: 5923.550293
	Iteration 93Q: 3 clusters Score -1.800076e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145813 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.800085e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -18000900.000000 Penalty: 5923.550293
	Iteration 95Q: 3 clusters Score -1.80009e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.800095e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146458 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -18000960.000000 Penalty: 5923.550293
	Iteration 97Q: 3 clusters Score -1.800096e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.800103e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -18001014.000000 Penalty: 5923.550293
	Iteration 99Q: 3 clusters Score -1.800101e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -18001030.000000 Penalty: 5923.550293
	Iteration 100F: 3 clusters Score -1.800103e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.800106e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -18001084.000000 Penalty: 5923.550293
	Iteration 102Q: 3 clusters Score -1.800108e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147467 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -18001062.000000 Penalty: 5923.550293
	Iteration 103Q: 3 clusters Score -1.800106e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147569 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.800105e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -18001092.000000 Penalty: 5923.550293
	Iteration 105Q: 3 clusters Score -1.800109e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -18001086.000000 Penalty: 5923.550293
	Iteration 106Q: 3 clusters Score -1.800109e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -18001072.000000 Penalty: 5923.550293
	Iteration 107Q: 3 clusters Score -1.800107e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -18001074.000000 Penalty: 5923.550293
	Iteration 108Q: 3 clusters Score -1.800107e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -18001092.000000 Penalty: 5923.550293
	Iteration 109Q: 3 clusters Score -1.800109e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -18001130.000000 Penalty: 5923.550293
	Iteration 110Q: 3 clusters Score -1.800113e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -18001140.000000 Penalty: 5923.550293
	Iteration 111Q: 3 clusters Score -1.800114e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.800116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148237 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -18001182.000000 Penalty: 5923.550293
	Iteration 113Q: 3 clusters Score -1.800118e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -18001194.000000 Penalty: 5923.550293
	Iteration 114Q: 3 clusters Score -1.800119e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148363 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -18001216.000000 Penalty: 5923.550293
	Iteration 115Q: 3 clusters Score -1.800122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -18001214.000000 Penalty: 5923.550293
	Iteration 116Q: 3 clusters Score -1.800121e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -18001224.000000 Penalty: 5923.550293
	Iteration 117Q: 3 clusters Score -1.800122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -18001228.000000 Penalty: 5923.550293
	Iteration 118Q: 3 clusters Score -1.800123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148530 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -18001212.000000 Penalty: 5923.550293
	Iteration 119Q: 3 clusters Score -1.800121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -18001206.000000 Penalty: 5923.550293
	Iteration 120F: 3 clusters Score -1.800121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148609 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -18001204.000000 Penalty: 5923.550293
	Iteration 121Q: 3 clusters Score -1.80012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148648 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -18001210.000000 Penalty: 5923.550293
	Iteration 122Q: 3 clusters Score -1.800121e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -18001206.000000 Penalty: 5923.550293
	Iteration 123Q: 3 clusters Score -1.800121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148729 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -18001188.000000 Penalty: 5923.550293
	Iteration 124Q: 3 clusters Score -1.800119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -18001186.000000 Penalty: 5923.550293
	Iteration 125Q: 3 clusters Score -1.800119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148817 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -18001204.000000 Penalty: 5923.550293
	Iteration 126Q: 3 clusters Score -1.80012e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148855 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -18001182.000000 Penalty: 5923.550293
	Iteration 127Q: 3 clusters Score -1.800118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -18001168.000000 Penalty: 5923.550293
	Iteration 128Q: 3 clusters Score -1.800117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148921 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -18001172.000000 Penalty: 5923.550293
	Iteration 129Q: 3 clusters Score -1.800117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -18001166.000000 Penalty: 5923.550293
	Iteration 130Q: 3 clusters Score -1.800117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -18001176.000000 Penalty: 5923.550293
	Iteration 131Q: 3 clusters Score -1.800118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -18001190.000000 Penalty: 5923.550293
	Iteration 132Q: 3 clusters Score -1.800119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -18001180.000000 Penalty: 5923.550293
	Iteration 133Q: 3 clusters Score -1.800118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -18001204.000000 Penalty: 5923.550293
	Iteration 134Q: 3 clusters Score -1.80012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149086 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -18001218.000000 Penalty: 5923.550293
	Iteration 135Q: 3 clusters Score -1.800122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -18001190.000000 Penalty: 5923.550293
	Iteration 136Q: 3 clusters Score -1.800119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149134 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -18001196.000000 Penalty: 5923.550293
	Iteration 137Q: 3 clusters Score -1.80012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -18001214.000000 Penalty: 5923.550293
	Iteration 138Q: 3 clusters Score -1.800121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -18001220.000000 Penalty: 5923.550293
	Iteration 139Q: 3 clusters Score -1.800122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -18001218.000000 Penalty: 5923.550293
	Iteration 140F: 3 clusters Score -1.800122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -18001220.000000 Penalty: 5923.550293
	Iteration 141Q: 3 clusters Score -1.800122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -18001202.000000 Penalty: 5923.550293
	Iteration 142Q: 3 clusters Score -1.80012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18001190.000000 Penalty: 5923.550293
	Iteration 143Q: 3 clusters Score -1.800119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -18001206.000000 Penalty: 5923.550293
	Iteration 144Q: 3 clusters Score -1.800121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -18001220.000000 Penalty: 5923.550293
	Iteration 145Q: 3 clusters Score -1.800122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149291 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -18001216.000000 Penalty: 5923.550293
	Iteration 146Q: 3 clusters Score -1.800122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -18001216.000000 Penalty: 5923.550293
	Iteration 147Q: 3 clusters Score -1.800122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -18001204.000000 Penalty: 5923.550293
	Iteration 148Q: 3 clusters Score -1.80012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -18001214.000000 Penalty: 5923.550293
	Iteration 149Q: 3 clusters Score -1.800121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -18001230.000000 Penalty: 5923.550293
	Iteration 150Q: 3 clusters Score -1.800123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -18001230.000000 Penalty: 5923.550293
	Iteration 151Q: 3 clusters Score -1.800123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149333 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -18001232.000000 Penalty: 5923.550293
	Iteration 152Q: 3 clusters Score -1.800123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149336 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -18001236.000000 Penalty: 5923.550293
	Iteration 153Q: 3 clusters Score -1.800124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -18001224.000000 Penalty: 5923.550293
	Iteration 154Q: 3 clusters Score -1.800122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -18001224.000000 Penalty: 5923.550293
	Iteration 155Q: 3 clusters Score -1.800122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -18001234.000000 Penalty: 5923.550293
	Iteration 156Q: 3 clusters Score -1.800123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -18001236.000000 Penalty: 5923.550293
	Iteration 157Q: 3 clusters Score -1.800124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -18001238.000000 Penalty: 5923.550293
	Iteration 158Q: 3 clusters Score -1.800124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149348 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -18001234.000000 Penalty: 5923.550293
	Iteration 159Q: 3 clusters Score -1.800123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -18001240.000000 Penalty: 5923.550293
	Iteration 160F: 3 clusters Score -1.800124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -18001236.000000 Penalty: 5923.550293
	Iteration 161Q: 3 clusters Score -1.800124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -18001230.000000 Penalty: 5923.550293
	Iteration 162Q: 3 clusters Score -1.800123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -18001228.000000 Penalty: 5923.550293
	Iteration 163Q: 3 clusters Score -1.800123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -18001238.000000 Penalty: 5923.550293
	Iteration 164Q: 3 clusters Score -1.800124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -18001242.000000 Penalty: 5923.550293
	Iteration 165Q: 3 clusters Score -1.800124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -18001242.000000 Penalty: 5923.550293
	Iteration 166F: 3 clusters Score -1.800124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Entering Unmasked Estep 
Score: -9697140.000000 Penalty: 2805.338623
	Iteration 0F: 2 clusters Score -9697140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -9642053.000000 Penalty: 5610.677246
	Iteration 0F: 3 clusters Score -9642053 nChanged 38818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -9664285.000000 Penalty: 5610.677246
	Iteration 1F: 3 clusters Score -9664285 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -9665366.000000 Penalty: 5610.677246
	Iteration 2Q: 3 clusters Score -9665366 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -9667314.000000 Penalty: 5610.677246
	Iteration 3F: 3 clusters Score -9667314 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -9670709.000000 Penalty: 5610.677246
	Iteration 4F: 3 clusters Score -9670709 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -9676062.000000 Penalty: 5610.677246
	Iteration 5F: 3 clusters Score -9676062 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -9682654.000000 Penalty: 5610.677246
	Iteration 6F: 3 clusters Score -9682654 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -9688405.000000 Penalty: 5610.677246
	Iteration 7F: 3 clusters Score -9688405 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9691798.000000 Penalty: 5610.677246
	Iteration 8Q: 3 clusters Score -9691798 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9693443.000000 Penalty: 5610.677246
	Iteration 9Q: 3 clusters Score -9693443 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9694176.000000 Penalty: 5610.677246
	Iteration 10Q: 3 clusters Score -9694176 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9694622.000000 Penalty: 5610.677246
	Iteration 11Q: 3 clusters Score -9694622 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9694877.000000 Penalty: 5610.677246
	Iteration 12Q: 3 clusters Score -9694877 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9695012.000000 Penalty: 5610.677246
	Iteration 13Q: 3 clusters Score -9695012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9695091.000000 Penalty: 5610.677246
	Iteration 14Q: 3 clusters Score -9695091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9695132.000000 Penalty: 5610.677246
	Iteration 15Q: 3 clusters Score -9695132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9695157.000000 Penalty: 5610.677246
	Iteration 16Q: 3 clusters Score -9695157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9695181.000000 Penalty: 5610.677246
	Iteration 17Q: 3 clusters Score -9695181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9695196.000000 Penalty: 5610.677246
	Iteration 18Q: 3 clusters Score -9695196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9695205.000000 Penalty: 5610.677246
	Iteration 19Q: 3 clusters Score -9695205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9695207.000000 Penalty: 5610.677246
	Iteration 20F: 3 clusters Score -9695207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9695220.000000 Penalty: 5610.677246
	Iteration 21Q: 3 clusters Score -9695220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9695236.000000 Penalty: 5610.677246
	Iteration 22Q: 3 clusters Score -9695236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9695232.000000 Penalty: 5610.677246
	Iteration 23Q: 3 clusters Score -9695232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9695236.000000 Penalty: 5610.677246
	Iteration 24Q: 3 clusters Score -9695236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9695242.000000 Penalty: 5610.677246
	Iteration 25Q: 3 clusters Score -9695242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9695255.000000 Penalty: 5610.677246
	Iteration 26Q: 3 clusters Score -9695255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9695262.000000 Penalty: 5610.677246
	Iteration 27Q: 3 clusters Score -9695262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9695250.000000 Penalty: 5610.677246
	Iteration 28Q: 3 clusters Score -9695250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9695258.000000 Penalty: 5610.677246
	Iteration 29Q: 3 clusters Score -9695258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9695266.000000 Penalty: 5610.677246
	Iteration 30Q: 3 clusters Score -9695266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9695265.000000 Penalty: 5610.677246
	Iteration 31Q: 3 clusters Score -9695265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9695272.000000 Penalty: 5610.677246
	Iteration 32Q: 3 clusters Score -9695272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9695263.000000 Penalty: 5610.677246
	Iteration 33Q: 3 clusters Score -9695263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9695266.000000 Penalty: 5610.677246
	Iteration 34Q: 3 clusters Score -9695266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9695270.000000 Penalty: 5610.677246
	Iteration 35Q: 3 clusters Score -9695270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9695264.000000 Penalty: 5610.677246
	Iteration 36Q: 3 clusters Score -9695264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9695267.000000 Penalty: 5610.677246
	Iteration 37Q: 3 clusters Score -9695267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9695267.000000 Penalty: 5610.677246
	Iteration 38Q: 3 clusters Score -9695267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9695259.000000 Penalty: 5610.677246
	Iteration 39Q: 3 clusters Score -9695259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9695260.000000 Penalty: 5610.677246
	Iteration 40F: 3 clusters Score -9695260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Entering Unmasked Estep 
Score: -8805690.000000 Penalty: 2791.444336
	Iteration 0F: 2 clusters Score -8805690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -8753785.000000 Penalty: 5582.888672
	Iteration 0F: 3 clusters Score -8753785 nChanged 36268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -8774349.000000 Penalty: 5582.888672
	Iteration 1F: 3 clusters Score -8774349 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -8774925.000000 Penalty: 5582.888672
	Iteration 2Q: 3 clusters Score -8774925 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -8775475.000000 Penalty: 5582.888672
	Iteration 3Q: 3 clusters Score -8775475 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -8775963.000000 Penalty: 5582.888672
	Iteration 4Q: 3 clusters Score -8775963 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -8776535.000000 Penalty: 5582.888672
	Iteration 5Q: 3 clusters Score -8776535 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -8777336.000000 Penalty: 5582.888672
	Iteration 6Q: 3 clusters Score -8777336 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -8778396.000000 Penalty: 5582.888672
	Iteration 7Q: 3 clusters Score -8778396 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -8779908.000000 Penalty: 5582.888672
	Iteration 8Q: 3 clusters Score -8779908 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -8782082.000000 Penalty: 5582.888672
	Iteration 9F: 3 clusters Score -8782082 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8784810.000000 Penalty: 5582.888672
	Iteration 10F: 3 clusters Score -8784810 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8787650.000000 Penalty: 5582.888672
	Iteration 11F: 3 clusters Score -8787650 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -8790529.000000 Penalty: 5582.888672
	Iteration 12F: 3 clusters Score -8790529 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -8793240.000000 Penalty: 5582.888672
	Iteration 13Q: 3 clusters Score -8793240 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -8795447.000000 Penalty: 5582.888672
	Iteration 14Q: 3 clusters Score -8795447 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8797094.000000 Penalty: 5582.888672
	Iteration 15Q: 3 clusters Score -8797094 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -8798423.000000 Penalty: 5582.888672
	Iteration 16Q: 3 clusters Score -8798423 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -8799539.000000 Penalty: 5582.888672
	Iteration 17Q: 3 clusters Score -8799539 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8800504.000000 Penalty: 5582.888672
	Iteration 18Q: 3 clusters Score -8800504 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8801359.000000 Penalty: 5582.888672
	Iteration 19Q: 3 clusters Score -8801359 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8801998.000000 Penalty: 5582.888672
	Iteration 20F: 3 clusters Score -8801998 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8802476.000000 Penalty: 5582.888672
	Iteration 21Q: 3 clusters Score -8802476 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8802773.000000 Penalty: 5582.888672
	Iteration 22Q: 3 clusters Score -8802773 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8802941.000000 Penalty: 5582.888672
	Iteration 23Q: 3 clusters Score -8802941 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8803029.000000 Penalty: 5582.888672
	Iteration 24Q: 3 clusters Score -8803029 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8803105.000000 Penalty: 5582.888672
	Iteration 25Q: 3 clusters Score -8803105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8803143.000000 Penalty: 5582.888672
	Iteration 26Q: 3 clusters Score -8803143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8803171.000000 Penalty: 5582.888672
	Iteration 27Q: 3 clusters Score -8803171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8803206.000000 Penalty: 5582.888672
	Iteration 28Q: 3 clusters Score -8803206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8803229.000000 Penalty: 5582.888672
	Iteration 29Q: 3 clusters Score -8803229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8803237.000000 Penalty: 5582.888672
	Iteration 30Q: 3 clusters Score -8803237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8803244.000000 Penalty: 5582.888672
	Iteration 31Q: 3 clusters Score -8803244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8803244.000000 Penalty: 5582.888672
	Iteration 32Q: 3 clusters Score -8803244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8803241.000000 Penalty: 5582.888672
	Iteration 33Q: 3 clusters Score -8803241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8803254.000000 Penalty: 5582.888672
	Iteration 34Q: 3 clusters Score -8803254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8803261.000000 Penalty: 5582.888672
	Iteration 35Q: 3 clusters Score -8803261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8803266.000000 Penalty: 5582.888672
	Iteration 36Q: 3 clusters Score -8803266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8803262.000000 Penalty: 5582.888672
	Iteration 37Q: 3 clusters Score -8803262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8803269.000000 Penalty: 5582.888672
	Iteration 38Q: 3 clusters Score -8803269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8803270.000000 Penalty: 5582.888672
	Iteration 39Q: 3 clusters Score -8803270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8803275.000000 Penalty: 5582.888672
	Iteration 40F: 3 clusters Score -8803275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8803280.000000 Penalty: 5582.888672
	Iteration 41Q: 3 clusters Score -8803280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8803277.000000 Penalty: 5582.888672
	Iteration 42Q: 3 clusters Score -8803277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8803283.000000 Penalty: 5582.888672
	Iteration 43Q: 3 clusters Score -8803283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8803283.000000 Penalty: 5582.888672
	Iteration 44F: 3 clusters Score -8803283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -654759.812500 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -654759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -649581.312500 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -649581.3 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -651027.500000 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -651027.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -651488.875000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -651488.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -651856.937500 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -651856.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -652099.937500 Penalty: 4320.467285
	Iteration 4F: 3 clusters Score -652099.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -652279.000000 Penalty: 4320.467285
	Iteration 5Q: 3 clusters Score -652279 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -652410.750000 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -652410.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -652514.125000 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -652514.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -652587.750000 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -652587.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -652646.062500 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -652646.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -652705.500000 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -652705.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -652775.187500 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -652775.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -652832.812500 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -652832.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -652878.062500 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -652878.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -652913.250000 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -652913.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -652943.937500 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -652943.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -652969.687500 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -652969.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -652994.562500 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -652994.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653019.625000 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -653019.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -653041.562500 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -653041.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -653057.687500 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -653057.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -653076.250000 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -653076.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -653096.875000 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -653096.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -653108.375000 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -653108.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -653116.625000 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -653116.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -653120.562500 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -653120.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -653125.812500 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -653125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -653131.625000 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -653131.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -653136.937500 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -653136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -653141.437500 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -653141.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -653146.562500 Penalty: 4320.467285
	Iteration 30Q: 3 clusters Score -653146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653146.687500 Penalty: 4320.467285
	Iteration 31Q: 3 clusters Score -653146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -653147.750000 Penalty: 4320.467285
	Iteration 32Q: 3 clusters Score -653147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653148.500000 Penalty: 4320.467285
	Iteration 33Q: 3 clusters Score -653148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -653147.562500 Penalty: 4320.467285
	Iteration 34Q: 3 clusters Score -653147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -653151.437500 Penalty: 4320.467285
	Iteration 35Q: 3 clusters Score -653151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653151.312500 Penalty: 4320.467285
	Iteration 36Q: 3 clusters Score -653151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -653152.687500 Penalty: 4320.467285
	Iteration 37Q: 3 clusters Score -653152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653152.000000 Penalty: 4320.467285
	Iteration 38Q: 3 clusters Score -653152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -653151.500000 Penalty: 4320.467285
	Iteration 39Q: 3 clusters Score -653151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653153.375000 Penalty: 4320.467285
	Iteration 40F: 3 clusters Score -653153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -653153.312500 Penalty: 4320.467285
	Iteration 41Q: 3 clusters Score -653153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -653154.625000 Penalty: 4320.467285
	Iteration 42Q: 3 clusters Score -653154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -653154.812500 Penalty: 4320.467285
	Iteration 43Q: 3 clusters Score -653154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -653154.812500 Penalty: 4320.467285
	Iteration 44Q: 3 clusters Score -653154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -653154.437500 Penalty: 4320.467285
	Iteration 45Q: 3 clusters Score -653154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -653155.187500 Penalty: 4320.467285
	Iteration 46Q: 3 clusters Score -653155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -653155.937500 Penalty: 4320.467285
	Iteration 47Q: 3 clusters Score -653155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -653156.250000 Penalty: 4320.467285
	Iteration 48Q: 3 clusters Score -653156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -653156.250000 Penalty: 4320.467285
	Iteration 49F: 3 clusters Score -653156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -147958.734375 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -147958.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145859.281250 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -145859.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146201.015625 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -146201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146308.359375 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -146308.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -146381.531250 Penalty: 3559.042969
	Iteration 3Q: 3 clusters Score -146381.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146431.859375 Penalty: 3559.042969
	Iteration 4Q: 3 clusters Score -146431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -146466.015625 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -146466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146491.078125 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -146491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -146564.500000 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -146564.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -146616.328125 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -146616.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146667.375000 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -146667.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -146707.890625 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -146707.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -146733.968750 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -146734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -146758.546875 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -146758.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146780.234375 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -146780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -146791.687500 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -146791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -146799.609375 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -146799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -146803.937500 Penalty: 3559.042969
	Iteration 16Q: 3 clusters Score -146803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146806.828125 Penalty: 3559.042969
	Iteration 17Q: 3 clusters Score -146806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -146811.687500 Penalty: 3559.042969
	Iteration 18Q: 3 clusters Score -146811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -146824.937500 Penalty: 3559.042969
	Iteration 19Q: 3 clusters Score -146824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -146839.968750 Penalty: 3559.042969
	Iteration 20F: 3 clusters Score -146840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -146870.234375 Penalty: 3559.042969
	Iteration 21Q: 3 clusters Score -146870.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -146948.734375 Penalty: 3559.042969
	Iteration 22Q: 3 clusters Score -146948.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -147224.312500 Penalty: 3559.042969
	Iteration 23Q: 3 clusters Score -147224.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -147796.484375 Penalty: 3559.042969
	Iteration 24Q: 3 clusters Score -147796.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148003.875000 Penalty: 3559.042969
	Iteration 25Q: 3 clusters Score -148003.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -148080.718750 Penalty: 3559.042969
	Iteration 26Q: 3 clusters Score -148080.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -148124.015625 Penalty: 3559.042969
	Iteration 27Q: 3 clusters Score -148124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -148153.390625 Penalty: 3559.042969
	Iteration 28Q: 3 clusters Score -148153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -148164.015625 Penalty: 3559.042969
	Iteration 29Q: 3 clusters Score -148164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -148172.125000 Penalty: 3559.042969
	Iteration 30Q: 3 clusters Score -148172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -148173.140625 Penalty: 3559.042969
	Iteration 31Q: 3 clusters Score -148173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -148174.328125 Penalty: 3559.042969
	Iteration 32Q: 3 clusters Score -148174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -148175.718750 Penalty: 3559.042969
	Iteration 33Q: 3 clusters Score -148175.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -148176.515625 Penalty: 3559.042969
	Iteration 34F: 3 clusters Score -148176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -148181.000000 Penalty: 3559.042969
	Iteration 35Q: 3 clusters Score -148181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -148181.000000 Penalty: 3559.042969
	Iteration 36F: 3 clusters Score -148181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153682 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 251 members 
Entering Unmasked Estep 
Score: -184005520.000000 Penalty: 120512.656250
Splitting cluster 15 changes total score from -184007904.000000 to -184005520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -95903.023438 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -95903.02 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 429 members 
Entering Unmasked Estep 
Score: -94097.437500 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -94097.44 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94365.000000 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -94365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94488.984375 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -94488.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94588.187500 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -94588.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94734.250000 Penalty: 3377.830566
	Iteration 4F: 3 clusters Score -94734.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94910.890625 Penalty: 3377.830566
	Iteration 5F: 3 clusters Score -94910.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95142.789062 Penalty: 3377.830566
	Iteration 6F: 3 clusters Score -95142.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95587.507812 Penalty: 3377.830566
	Iteration 7F: 3 clusters Score -95587.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95843.445312 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -95843.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95904.117188 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -95904.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95929.664062 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -95929.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95938.046875 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -95938.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95942.343750 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -95942.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95942.343750 Penalty: 3377.830566
	Iteration 13F: 3 clusters Score -95942.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153682 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 387 members 
Entering Unmasked Estep 
Score: -184006160.000000 Penalty: 120512.656250
Splitting cluster 16 changes total score from -184007904.000000 to -184006160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -450942.843750 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -450942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -446940.125000 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -446940.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -447871.000000 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -447871 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -448156.625000 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -448156.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -448372.375000 Penalty: 4130.072266
	Iteration 3F: 3 clusters Score -448372.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -448574.562500 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -448574.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -448781.062500 Penalty: 4130.072266
	Iteration 5F: 3 clusters Score -448781.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -448993.312500 Penalty: 4130.072266
	Iteration 6F: 3 clusters Score -448993.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -449157.125000 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -449157.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -449277.562500 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -449277.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -449377.656250 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -449377.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -449452.531250 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -449452.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -449508.406250 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -449508.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -449566.281250 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -449566.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -449628.187500 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -449628.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -449702.593750 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -449702.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -449810.500000 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -449810.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -449922.687500 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -449922.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -450020.531250 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -450020.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -450080.906250 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -450080.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -450132.343750 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -450132.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -450167.843750 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -450167.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -450193.781250 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -450193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -450208.937500 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -450208.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -450222.312500 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -450222.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -450231.781250 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -450231.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -450240.406250 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -450240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -450247.093750 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -450247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -450254.750000 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -450254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -450258.843750 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -450258.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -450265.062500 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -450265.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -450269.687500 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -450269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -450272.781250 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -450272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -450274.500000 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -450274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -450275.718750 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -450275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -450276.656250 Penalty: 4130.072266
	Iteration 34Q: 3 clusters Score -450276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -450276.656250 Penalty: 4130.072266
	Iteration 35F: 3 clusters Score -450276.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Entering Unmasked Estep 
Score: -5518214.000000 Penalty: 2667.373535
	Iteration 0F: 2 clusters Score -5518214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5486623.500000 Penalty: 5334.747070
	Iteration 0F: 3 clusters Score -5486624 nChanged 21601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5499810.000000 Penalty: 5334.747070
	Iteration 1F: 3 clusters Score -5499810 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5501882.000000 Penalty: 5334.747070
	Iteration 2F: 3 clusters Score -5501882 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -5504880.500000 Penalty: 5334.747070
	Iteration 3F: 3 clusters Score -5504880 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5508345.500000 Penalty: 5334.747070
	Iteration 4F: 3 clusters Score -5508346 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -5511464.500000 Penalty: 5334.747070
	Iteration 5F: 3 clusters Score -5511464 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -5513514.000000 Penalty: 5334.747070
	Iteration 6F: 3 clusters Score -5513514 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -5514730.000000 Penalty: 5334.747070
	Iteration 7Q: 3 clusters Score -5514730 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -5515440.000000 Penalty: 5334.747070
	Iteration 8Q: 3 clusters Score -5515440 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -5516055.000000 Penalty: 5334.747070
	Iteration 9Q: 3 clusters Score -5516055 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5516476.000000 Penalty: 5334.747070
	Iteration 10Q: 3 clusters Score -5516476 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5516763.500000 Penalty: 5334.747070
	Iteration 11Q: 3 clusters Score -5516764 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5516946.000000 Penalty: 5334.747070
	Iteration 12Q: 3 clusters Score -5516946 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5517090.000000 Penalty: 5334.747070
	Iteration 13Q: 3 clusters Score -5517090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5517218.000000 Penalty: 5334.747070
	Iteration 14Q: 3 clusters Score -5517218 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5517279.000000 Penalty: 5334.747070
	Iteration 15Q: 3 clusters Score -5517279 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5517334.000000 Penalty: 5334.747070
	Iteration 16Q: 3 clusters Score -5517334 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5517413.500000 Penalty: 5334.747070
	Iteration 17Q: 3 clusters Score -5517414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5517451.000000 Penalty: 5334.747070
	Iteration 18Q: 3 clusters Score -5517451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5517466.500000 Penalty: 5334.747070
	Iteration 19Q: 3 clusters Score -5517466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5517487.000000 Penalty: 5334.747070
	Iteration 20F: 3 clusters Score -5517487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5517487.500000 Penalty: 5334.747070
	Iteration 21Q: 3 clusters Score -5517488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5517508.500000 Penalty: 5334.747070
	Iteration 22Q: 3 clusters Score -5517508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5517504.500000 Penalty: 5334.747070
	Iteration 23Q: 3 clusters Score -5517504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5517513.500000 Penalty: 5334.747070
	Iteration 24Q: 3 clusters Score -5517514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5517519.500000 Penalty: 5334.747070
	Iteration 25Q: 3 clusters Score -5517520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5517521.000000 Penalty: 5334.747070
	Iteration 26Q: 3 clusters Score -5517521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5517522.500000 Penalty: 5334.747070
	Iteration 27Q: 3 clusters Score -5517522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5517529.500000 Penalty: 5334.747070
	Iteration 28Q: 3 clusters Score -5517530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5517532.000000 Penalty: 5334.747070
	Iteration 29Q: 3 clusters Score -5517532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5517528.500000 Penalty: 5334.747070
	Iteration 30Q: 3 clusters Score -5517528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5517530.500000 Penalty: 5334.747070
	Iteration 31Q: 3 clusters Score -5517530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5517530.500000 Penalty: 5334.747070
	Iteration 32Q: 3 clusters Score -5517530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5517530.500000 Penalty: 5334.747070
	Iteration 33F: 3 clusters Score -5517530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Entering Unmasked Estep 
Score: -6175018.500000 Penalty: 2692.439697
	Iteration 0F: 2 clusters Score -6175018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -6139911.000000 Penalty: 5384.879395
	Iteration 0F: 3 clusters Score -6139911 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -6153260.000000 Penalty: 5384.879395
	Iteration 1F: 3 clusters Score -6153260 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -6153719.500000 Penalty: 5384.879395
	Iteration 2Q: 3 clusters Score -6153720 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -6154327.000000 Penalty: 5384.879395
	Iteration 3Q: 3 clusters Score -6154327 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -6155080.500000 Penalty: 5384.879395
	Iteration 4Q: 3 clusters Score -6155080 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -6156248.500000 Penalty: 5384.879395
	Iteration 5Q: 3 clusters Score -6156248 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -6158196.500000 Penalty: 5384.879395
	Iteration 6F: 3 clusters Score -6158196 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -6161159.000000 Penalty: 5384.879395
	Iteration 7F: 3 clusters Score -6161159 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -6165074.000000 Penalty: 5384.879395
	Iteration 8F: 3 clusters Score -6165074 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -6168589.500000 Penalty: 5384.879395
	Iteration 9F: 3 clusters Score -6168590 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -6170922.500000 Penalty: 5384.879395
	Iteration 10Q: 3 clusters Score -6170922 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -6171910.500000 Penalty: 5384.879395
	Iteration 11Q: 3 clusters Score -6171910 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -6172280.500000 Penalty: 5384.879395
	Iteration 12Q: 3 clusters Score -6172280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -6172459.000000 Penalty: 5384.879395
	Iteration 13Q: 3 clusters Score -6172459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -6172547.500000 Penalty: 5384.879395
	Iteration 14Q: 3 clusters Score -6172548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -6172581.000000 Penalty: 5384.879395
	Iteration 15Q: 3 clusters Score -6172581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6172609.000000 Penalty: 5384.879395
	Iteration 16Q: 3 clusters Score -6172609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6172628.500000 Penalty: 5384.879395
	Iteration 17Q: 3 clusters Score -6172628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -6172639.500000 Penalty: 5384.879395
	Iteration 18Q: 3 clusters Score -6172640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -6172647.000000 Penalty: 5384.879395
	Iteration 19Q: 3 clusters Score -6172647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6172655.000000 Penalty: 5384.879395
	Iteration 20F: 3 clusters Score -6172655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6172656.000000 Penalty: 5384.879395
	Iteration 21Q: 3 clusters Score -6172656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6172656.000000 Penalty: 5384.879395
	Iteration 22Q: 3 clusters Score -6172656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -6172661.500000 Penalty: 5384.879395
	Iteration 23Q: 3 clusters Score -6172662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -6172670.500000 Penalty: 5384.879395
	Iteration 24Q: 3 clusters Score -6172670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -6172667.500000 Penalty: 5384.879395
	Iteration 25Q: 3 clusters Score -6172668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -6172667.500000 Penalty: 5384.879395
	Iteration 26F: 3 clusters Score -6172668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Entering Unmasked Estep 
Score: -4366112.000000 Penalty: 2606.104736
	Iteration 0F: 2 clusters Score -4366112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4341357.500000 Penalty: 5212.209473
	Iteration 0F: 3 clusters Score -4341358 nChanged 16508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4350451.000000 Penalty: 5212.209473
	Iteration 1F: 3 clusters Score -4350451 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4351037.000000 Penalty: 5212.209473
	Iteration 2Q: 3 clusters Score -4351037 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4351618.000000 Penalty: 5212.209473
	Iteration 3Q: 3 clusters Score -4351618 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4352297.000000 Penalty: 5212.209473
	Iteration 4Q: 3 clusters Score -4352297 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4353177.500000 Penalty: 5212.209473
	Iteration 5Q: 3 clusters Score -4353178 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -4354415.000000 Penalty: 5212.209473
	Iteration 6F: 3 clusters Score -4354415 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4355981.000000 Penalty: 5212.209473
	Iteration 7F: 3 clusters Score -4355981 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4357944.000000 Penalty: 5212.209473
	Iteration 8F: 3 clusters Score -4357944 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4359898.000000 Penalty: 5212.209473
	Iteration 9F: 3 clusters Score -4359898 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -4361373.500000 Penalty: 5212.209473
	Iteration 10Q: 3 clusters Score -4361374 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4362302.500000 Penalty: 5212.209473
	Iteration 11Q: 3 clusters Score -4362302 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4362927.500000 Penalty: 5212.209473
	Iteration 12Q: 3 clusters Score -4362928 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4363210.500000 Penalty: 5212.209473
	Iteration 13Q: 3 clusters Score -4363210 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4363398.500000 Penalty: 5212.209473
	Iteration 14Q: 3 clusters Score -4363398 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4363487.500000 Penalty: 5212.209473
	Iteration 15Q: 3 clusters Score -4363488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4363560.000000 Penalty: 5212.209473
	Iteration 16Q: 3 clusters Score -4363560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4363623.500000 Penalty: 5212.209473
	Iteration 17Q: 3 clusters Score -4363624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4363687.500000 Penalty: 5212.209473
	Iteration 18Q: 3 clusters Score -4363688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4363726.500000 Penalty: 5212.209473
	Iteration 19Q: 3 clusters Score -4363726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4363766.000000 Penalty: 5212.209473
	Iteration 20F: 3 clusters Score -4363766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4363820.000000 Penalty: 5212.209473
	Iteration 21Q: 3 clusters Score -4363820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4363862.500000 Penalty: 5212.209473
	Iteration 22Q: 3 clusters Score -4363862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4363891.500000 Penalty: 5212.209473
	Iteration 23Q: 3 clusters Score -4363892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4363927.500000 Penalty: 5212.209473
	Iteration 24Q: 3 clusters Score -4363928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4363949.000000 Penalty: 5212.209473
	Iteration 25Q: 3 clusters Score -4363949 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4363978.000000 Penalty: 5212.209473
	Iteration 26Q: 3 clusters Score -4363978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -4363985.500000 Penalty: 5212.209473
	Iteration 27Q: 3 clusters Score -4363986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4364008.500000 Penalty: 5212.209473
	Iteration 28Q: 3 clusters Score -4364008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4364028.000000 Penalty: 5212.209473
	Iteration 29Q: 3 clusters Score -4364028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4364031.500000 Penalty: 5212.209473
	Iteration 30Q: 3 clusters Score -4364032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -4364050.000000 Penalty: 5212.209473
	Iteration 31Q: 3 clusters Score -4364050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4364056.500000 Penalty: 5212.209473
	Iteration 32Q: 3 clusters Score -4364056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4364081.500000 Penalty: 5212.209473
	Iteration 33Q: 3 clusters Score -4364082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4364084.000000 Penalty: 5212.209473
	Iteration 34Q: 3 clusters Score -4364084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4364094.500000 Penalty: 5212.209473
	Iteration 35Q: 3 clusters Score -4364094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4364097.000000 Penalty: 5212.209473
	Iteration 36Q: 3 clusters Score -4364097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4364106.000000 Penalty: 5212.209473
	Iteration 37Q: 3 clusters Score -4364106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4364102.000000 Penalty: 5212.209473
	Iteration 38Q: 3 clusters Score -4364102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4364107.500000 Penalty: 5212.209473
	Iteration 39Q: 3 clusters Score -4364108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4364114.000000 Penalty: 5212.209473
	Iteration 40F: 3 clusters Score -4364114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4364107.500000 Penalty: 5212.209473
	Iteration 41Q: 3 clusters Score -4364108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4364114.000000 Penalty: 5212.209473
	Iteration 42Q: 3 clusters Score -4364114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4364113.000000 Penalty: 5212.209473
	Iteration 43Q: 3 clusters Score -4364113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4364115.500000 Penalty: 5212.209473
	Iteration 44Q: 3 clusters Score -4364116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4364116.500000 Penalty: 5212.209473
	Iteration 45Q: 3 clusters Score -4364116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4364117.500000 Penalty: 5212.209473
	Iteration 46Q: 3 clusters Score -4364118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4364121.500000 Penalty: 5212.209473
	Iteration 47Q: 3 clusters Score -4364122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4364121.500000 Penalty: 5212.209473
	Iteration 48F: 3 clusters Score -4364122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1630177.000000 Penalty: 2371.580811
	Iteration 0F: 2 clusters Score -1630177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1619767.750000 Penalty: 4743.161621
	Iteration 0F: 3 clusters Score -1619768 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1623134.875000 Penalty: 4743.161621
	Iteration 1F: 3 clusters Score -1623135 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1623449.750000 Penalty: 4743.161621
	Iteration 2F: 3 clusters Score -1623450 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1623687.875000 Penalty: 4743.161621
	Iteration 3Q: 3 clusters Score -1623688 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1623897.750000 Penalty: 4743.161621
	Iteration 4Q: 3 clusters Score -1623898 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1624118.000000 Penalty: 4743.161621
	Iteration 5Q: 3 clusters Score -1624118 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1624319.625000 Penalty: 4743.161621
	Iteration 6Q: 3 clusters Score -1624320 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1624508.875000 Penalty: 4743.161621
	Iteration 7Q: 3 clusters Score -1624509 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1624669.875000 Penalty: 4743.161621
	Iteration 8Q: 3 clusters Score -1624670 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1624814.125000 Penalty: 4743.161621
	Iteration 9Q: 3 clusters Score -1624814 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1624972.875000 Penalty: 4743.161621
	Iteration 10Q: 3 clusters Score -1624973 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1625153.750000 Penalty: 4743.161621
	Iteration 11Q: 3 clusters Score -1625154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1625345.750000 Penalty: 4743.161621
	Iteration 12Q: 3 clusters Score -1625346 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1625607.000000 Penalty: 4743.161621
	Iteration 13Q: 3 clusters Score -1625607 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1625905.125000 Penalty: 4743.161621
	Iteration 14Q: 3 clusters Score -1625905 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1626221.500000 Penalty: 4743.161621
	Iteration 15Q: 3 clusters Score -1626222 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1626544.000000 Penalty: 4743.161621
	Iteration 16Q: 3 clusters Score -1626544 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1626830.125000 Penalty: 4743.161621
	Iteration 17Q: 3 clusters Score -1626830 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1627073.375000 Penalty: 4743.161621
	Iteration 18Q: 3 clusters Score -1627073 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1627262.750000 Penalty: 4743.161621
	Iteration 19Q: 3 clusters Score -1627263 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1627435.375000 Penalty: 4743.161621
	Iteration 20F: 3 clusters Score -1627435 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1627603.250000 Penalty: 4743.161621
	Iteration 21Q: 3 clusters Score -1627603 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1627744.500000 Penalty: 4743.161621
	Iteration 22Q: 3 clusters Score -1627744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1627875.000000 Penalty: 4743.161621
	Iteration 23Q: 3 clusters Score -1627875 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1627998.875000 Penalty: 4743.161621
	Iteration 24Q: 3 clusters Score -1627999 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1628121.125000 Penalty: 4743.161621
	Iteration 25Q: 3 clusters Score -1628121 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1628222.625000 Penalty: 4743.161621
	Iteration 26Q: 3 clusters Score -1628223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1628305.250000 Penalty: 4743.161621
	Iteration 27Q: 3 clusters Score -1628305 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1628372.500000 Penalty: 4743.161621
	Iteration 28Q: 3 clusters Score -1628372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1628420.875000 Penalty: 4743.161621
	Iteration 29Q: 3 clusters Score -1628421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1628453.500000 Penalty: 4743.161621
	Iteration 30Q: 3 clusters Score -1628454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1628486.500000 Penalty: 4743.161621
	Iteration 31Q: 3 clusters Score -1628486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1628511.625000 Penalty: 4743.161621
	Iteration 32Q: 3 clusters Score -1628512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1628534.625000 Penalty: 4743.161621
	Iteration 33Q: 3 clusters Score -1628535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1628566.625000 Penalty: 4743.161621
	Iteration 34Q: 3 clusters Score -1628567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1628588.375000 Penalty: 4743.161621
	Iteration 35Q: 3 clusters Score -1628588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1628609.000000 Penalty: 4743.161621
	Iteration 36Q: 3 clusters Score -1628609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1628634.750000 Penalty: 4743.161621
	Iteration 37Q: 3 clusters Score -1628635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1628659.250000 Penalty: 4743.161621
	Iteration 38Q: 3 clusters Score -1628659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1628669.125000 Penalty: 4743.161621
	Iteration 39Q: 3 clusters Score -1628669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1628677.750000 Penalty: 4743.161621
	Iteration 40F: 3 clusters Score -1628678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1628682.625000 Penalty: 4743.161621
	Iteration 41Q: 3 clusters Score -1628683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1628684.625000 Penalty: 4743.161621
	Iteration 42Q: 3 clusters Score -1628685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1628688.000000 Penalty: 4743.161621
	Iteration 43Q: 3 clusters Score -1628688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1628689.750000 Penalty: 4743.161621
	Iteration 44Q: 3 clusters Score -1628690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1628689.875000 Penalty: 4743.161621
	Iteration 45Q: 3 clusters Score -1628690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1628690.000000 Penalty: 4743.161621
	Iteration 46Q: 3 clusters Score -1628690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1628691.875000 Penalty: 4743.161621
	Iteration 47Q: 3 clusters Score -1628692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1628691.250000 Penalty: 4743.161621
	Iteration 48Q: 3 clusters Score -1628691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1628693.500000 Penalty: 4743.161621
	Iteration 49Q: 3 clusters Score -1628694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1628695.500000 Penalty: 4743.161621
	Iteration 50Q: 3 clusters Score -1628696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1628695.375000 Penalty: 4743.161621
	Iteration 51Q: 3 clusters Score -1628695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1628695.375000 Penalty: 4743.161621
	Iteration 52F: 3 clusters Score -1628695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -379282.343750 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -379282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -375908.812500 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -375908.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -376566.250000 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -376566.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -376724.843750 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -376724.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -376817.000000 Penalty: 4001.772461
	Iteration 3Q: 3 clusters Score -376817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -376888.437500 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -376888.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376944.625000 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -376944.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -377003.875000 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -377003.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -377049.812500 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -377049.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -377088.406250 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -377088.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -377130.062500 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -377130.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -377163.593750 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -377163.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -377189.718750 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -377189.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -377213.000000 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -377213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -377240.937500 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -377240.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -377262.343750 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -377262.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -377281.687500 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -377281.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -377311.093750 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -377311.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -377338.437500 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -377338.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -377369.531250 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -377369.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -377403.656250 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -377403.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -377444.750000 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -377444.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -377472.812500 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -377472.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -377507.125000 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -377507.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -377541.125000 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -377541.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -377569.156250 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -377569.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -377584.656250 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -377584.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -377594.906250 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -377594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -377601.250000 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -377601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -377606.156250 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -377606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -377610.343750 Penalty: 4001.772461
	Iteration 29Q: 3 clusters Score -377610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -377616.093750 Penalty: 4001.772461
	Iteration 30Q: 3 clusters Score -377616.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -377622.093750 Penalty: 4001.772461
	Iteration 31Q: 3 clusters Score -377622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -377628.750000 Penalty: 4001.772461
	Iteration 32Q: 3 clusters Score -377628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -377632.468750 Penalty: 4001.772461
	Iteration 33Q: 3 clusters Score -377632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -377635.093750 Penalty: 4001.772461
	Iteration 34Q: 3 clusters Score -377635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -377637.218750 Penalty: 4001.772461
	Iteration 35Q: 3 clusters Score -377637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -377639.062500 Penalty: 4001.772461
	Iteration 36Q: 3 clusters Score -377639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -377639.062500 Penalty: 4001.772461
	Iteration 37Q: 3 clusters Score -377639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -377640.218750 Penalty: 4001.772461
	Iteration 38Q: 3 clusters Score -377640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -377640.218750 Penalty: 4001.772461
	Iteration 39F: 3 clusters Score -377640.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Entering Unmasked Estep 
Score: -1111792.625000 Penalty: 2273.859619
	Iteration 0F: 2 clusters Score -1111793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1104371.875000 Penalty: 4547.719238
	Iteration 0F: 3 clusters Score -1104372 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1106521.000000 Penalty: 4547.719238
	Iteration 1F: 3 clusters Score -1106521 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1106783.875000 Penalty: 4547.719238
	Iteration 2F: 3 clusters Score -1106784 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1106981.750000 Penalty: 4547.719238
	Iteration 3Q: 3 clusters Score -1106982 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1107110.250000 Penalty: 4547.719238
	Iteration 4Q: 3 clusters Score -1107110 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1107202.625000 Penalty: 4547.719238
	Iteration 5Q: 3 clusters Score -1107203 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1107277.125000 Penalty: 4547.719238
	Iteration 6Q: 3 clusters Score -1107277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1107343.500000 Penalty: 4547.719238
	Iteration 7Q: 3 clusters Score -1107344 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1107420.500000 Penalty: 4547.719238
	Iteration 8Q: 3 clusters Score -1107420 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1107501.125000 Penalty: 4547.719238
	Iteration 9Q: 3 clusters Score -1107501 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1107594.125000 Penalty: 4547.719238
	Iteration 10Q: 3 clusters Score -1107594 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1107679.750000 Penalty: 4547.719238
	Iteration 11Q: 3 clusters Score -1107680 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1107758.500000 Penalty: 4547.719238
	Iteration 12Q: 3 clusters Score -1107758 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1107840.375000 Penalty: 4547.719238
	Iteration 13Q: 3 clusters Score -1107840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1107925.250000 Penalty: 4547.719238
	Iteration 14Q: 3 clusters Score -1107925 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1108009.000000 Penalty: 4547.719238
	Iteration 15Q: 3 clusters Score -1108009 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1108088.375000 Penalty: 4547.719238
	Iteration 16Q: 3 clusters Score -1108088 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1108180.125000 Penalty: 4547.719238
	Iteration 17Q: 3 clusters Score -1108180 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1108270.125000 Penalty: 4547.719238
	Iteration 18Q: 3 clusters Score -1108270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1108394.500000 Penalty: 4547.719238
	Iteration 19Q: 3 clusters Score -1108394 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1108531.875000 Penalty: 4547.719238
	Iteration 20F: 3 clusters Score -1108532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1108673.000000 Penalty: 4547.719238
	Iteration 21Q: 3 clusters Score -1108673 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1108812.250000 Penalty: 4547.719238
	Iteration 22Q: 3 clusters Score -1108812 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1108915.125000 Penalty: 4547.719238
	Iteration 23Q: 3 clusters Score -1108915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1108992.625000 Penalty: 4547.719238
	Iteration 24Q: 3 clusters Score -1108993 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1109063.375000 Penalty: 4547.719238
	Iteration 25Q: 3 clusters Score -1109063 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1109132.750000 Penalty: 4547.719238
	Iteration 26Q: 3 clusters Score -1109133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1109184.375000 Penalty: 4547.719238
	Iteration 27Q: 3 clusters Score -1109184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1109235.000000 Penalty: 4547.719238
	Iteration 28Q: 3 clusters Score -1109235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1109267.000000 Penalty: 4547.719238
	Iteration 29Q: 3 clusters Score -1109267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1109302.375000 Penalty: 4547.719238
	Iteration 30Q: 3 clusters Score -1109302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1109339.125000 Penalty: 4547.719238
	Iteration 31Q: 3 clusters Score -1109339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1109370.750000 Penalty: 4547.719238
	Iteration 32Q: 3 clusters Score -1109371 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1109396.875000 Penalty: 4547.719238
	Iteration 33Q: 3 clusters Score -1109397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1109426.875000 Penalty: 4547.719238
	Iteration 34Q: 3 clusters Score -1109427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1109447.250000 Penalty: 4547.719238
	Iteration 35Q: 3 clusters Score -1109447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1109466.375000 Penalty: 4547.719238
	Iteration 36Q: 3 clusters Score -1109466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1109489.125000 Penalty: 4547.719238
	Iteration 37Q: 3 clusters Score -1109489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1109503.375000 Penalty: 4547.719238
	Iteration 38Q: 3 clusters Score -1109503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1109518.500000 Penalty: 4547.719238
	Iteration 39Q: 3 clusters Score -1109518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1109530.125000 Penalty: 4547.719238
	Iteration 40F: 3 clusters Score -1109530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1109540.875000 Penalty: 4547.719238
	Iteration 41Q: 3 clusters Score -1109541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1109548.375000 Penalty: 4547.719238
	Iteration 42Q: 3 clusters Score -1109548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1109555.625000 Penalty: 4547.719238
	Iteration 43Q: 3 clusters Score -1109556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1109564.500000 Penalty: 4547.719238
	Iteration 44Q: 3 clusters Score -1109564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1109574.875000 Penalty: 4547.719238
	Iteration 45Q: 3 clusters Score -1109575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1109584.375000 Penalty: 4547.719238
	Iteration 46Q: 3 clusters Score -1109584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1109597.375000 Penalty: 4547.719238
	Iteration 47Q: 3 clusters Score -1109597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1109606.625000 Penalty: 4547.719238
	Iteration 48Q: 3 clusters Score -1109607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1109618.625000 Penalty: 4547.719238
	Iteration 49Q: 3 clusters Score -1109619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1109631.750000 Penalty: 4547.719238
	Iteration 50Q: 3 clusters Score -1109632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1109641.875000 Penalty: 4547.719238
	Iteration 51Q: 3 clusters Score -1109642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1109648.750000 Penalty: 4547.719238
	Iteration 52Q: 3 clusters Score -1109649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1109653.375000 Penalty: 4547.719238
	Iteration 53Q: 3 clusters Score -1109653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1109652.125000 Penalty: 4547.719238
	Iteration 54Q: 3 clusters Score -1109652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1109654.500000 Penalty: 4547.719238
	Iteration 55Q: 3 clusters Score -1109654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1109658.625000 Penalty: 4547.719238
	Iteration 56Q: 3 clusters Score -1109659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1109663.875000 Penalty: 4547.719238
	Iteration 57Q: 3 clusters Score -1109664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1109667.625000 Penalty: 4547.719238
	Iteration 58Q: 3 clusters Score -1109668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1109673.125000 Penalty: 4547.719238
	Iteration 59Q: 3 clusters Score -1109673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1109674.750000 Penalty: 4547.719238
	Iteration 60F: 3 clusters Score -1109675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1109676.875000 Penalty: 4547.719238
	Iteration 61Q: 3 clusters Score -1109677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1109675.125000 Penalty: 4547.719238
	Iteration 62Q: 3 clusters Score -1109675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1109678.250000 Penalty: 4547.719238
	Iteration 63Q: 3 clusters Score -1109678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1109678.375000 Penalty: 4547.719238
	Iteration 64Q: 3 clusters Score -1109678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1109680.000000 Penalty: 4547.719238
	Iteration 65Q: 3 clusters Score -1109680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1109680.000000 Penalty: 4547.719238
	Iteration 66Q: 3 clusters Score -1109680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1109680.125000 Penalty: 4547.719238
	Iteration 67Q: 3 clusters Score -1109680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1109680.125000 Penalty: 4547.719238
	Iteration 68F: 3 clusters Score -1109680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1133432.625000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1133433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1125847.625000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1125848 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1128260.125000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1128260 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1128733.000000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1128733 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1129389.000000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1129389 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1130368.750000 Penalty: 4565.742676
	Iteration 4F: 3 clusters Score -1130369 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1131292.250000 Penalty: 4565.742676
	Iteration 5F: 3 clusters Score -1131292 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1131920.750000 Penalty: 4565.742676
	Iteration 6F: 3 clusters Score -1131921 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1132189.875000 Penalty: 4565.742676
	Iteration 7Q: 3 clusters Score -1132190 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1132292.625000 Penalty: 4565.742676
	Iteration 8Q: 3 clusters Score -1132293 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1132338.000000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1132338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1132365.750000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1132366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1132380.125000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1132380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1132386.750000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1132387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1132391.500000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1132392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1132393.000000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1132393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1132393.875000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1132394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1132394.250000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1132394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1132397.000000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1132397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1132396.250000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1132396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1132399.000000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1132399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1132401.250000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1132401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1132400.375000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1132400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1132399.125000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1132399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1132400.125000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1132400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1132401.375000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1132401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1132401.375000 Penalty: 4565.742676
	Iteration 25F: 3 clusters Score -1132401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -67496.578125 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -67496.58 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 337 members 
Entering Unmasked Estep 
Score: -65877.460938 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -65877.46 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66192.492188 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -66192.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66350.773438 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -66350.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66448.953125 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -66448.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66544.882812 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -66544.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66594.296875 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -66594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66653.718750 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -66653.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66709.570312 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -66709.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66784.570312 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -66784.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66883.328125 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -66883.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66969.414062 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -66969.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67072.210938 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -67072.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67137.304688 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -67137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67184.781250 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -67184.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67243.718750 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -67243.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67284.914062 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -67284.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67328.359375 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -67328.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67341.617188 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -67341.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67347.437500 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -67347.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67350.765625 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -67350.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67354.890625 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -67354.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -133343.609375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -133343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131257.703125 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -131257.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131568.500000 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -131568.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131661.265625 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -131661.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131693.968750 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -131694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131708.921875 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -131708.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131723.265625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -131723.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131735.468750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -131735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131743.218750 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -131743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -131749.937500 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -131749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -131751.484375 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -131751.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -131751.484375 Penalty: 3509.181641
	Iteration 10F: 3 clusters Score -131751.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -811511.687500 Penalty: 2206.929932
	Iteration 0F: 2 clusters Score -811511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -805486.250000 Penalty: 4413.859863
	Iteration 0F: 3 clusters Score -805486.2 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -807106.812500 Penalty: 4413.859863
	Iteration 1F: 3 clusters Score -807106.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -807447.500000 Penalty: 4413.859863
	Iteration 2F: 3 clusters Score -807447.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -807771.750000 Penalty: 4413.859863
	Iteration 3F: 3 clusters Score -807771.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -808177.750000 Penalty: 4413.859863
	Iteration 4F: 3 clusters Score -808177.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -808608.125000 Penalty: 4413.859863
	Iteration 5F: 3 clusters Score -808608.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -809011.375000 Penalty: 4413.859863
	Iteration 6F: 3 clusters Score -809011.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -809370.687500 Penalty: 4413.859863
	Iteration 7F: 3 clusters Score -809370.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -809700.750000 Penalty: 4413.859863
	Iteration 8F: 3 clusters Score -809700.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -809924.312500 Penalty: 4413.859863
	Iteration 9Q: 3 clusters Score -809924.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -810056.437500 Penalty: 4413.859863
	Iteration 10Q: 3 clusters Score -810056.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -810140.437500 Penalty: 4413.859863
	Iteration 11Q: 3 clusters Score -810140.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -810182.625000 Penalty: 4413.859863
	Iteration 12Q: 3 clusters Score -810182.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -810210.875000 Penalty: 4413.859863
	Iteration 13Q: 3 clusters Score -810210.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -810234.125000 Penalty: 4413.859863
	Iteration 14Q: 3 clusters Score -810234.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -810252.812500 Penalty: 4413.859863
	Iteration 15Q: 3 clusters Score -810252.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -810274.187500 Penalty: 4413.859863
	Iteration 16Q: 3 clusters Score -810274.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -810286.562500 Penalty: 4413.859863
	Iteration 17Q: 3 clusters Score -810286.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -810294.437500 Penalty: 4413.859863
	Iteration 18Q: 3 clusters Score -810294.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -810300.875000 Penalty: 4413.859863
	Iteration 19Q: 3 clusters Score -810300.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -810308.750000 Penalty: 4413.859863
	Iteration 20F: 3 clusters Score -810308.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -810316.312500 Penalty: 4413.859863
	Iteration 21Q: 3 clusters Score -810316.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -810325.125000 Penalty: 4413.859863
	Iteration 22Q: 3 clusters Score -810325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -810333.812500 Penalty: 4413.859863
	Iteration 23Q: 3 clusters Score -810333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -810336.625000 Penalty: 4413.859863
	Iteration 24Q: 3 clusters Score -810336.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -810345.000000 Penalty: 4413.859863
	Iteration 25Q: 3 clusters Score -810345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -810351.937500 Penalty: 4413.859863
	Iteration 26Q: 3 clusters Score -810351.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -810359.875000 Penalty: 4413.859863
	Iteration 27Q: 3 clusters Score -810359.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -810367.187500 Penalty: 4413.859863
	Iteration 28Q: 3 clusters Score -810367.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -810373.437500 Penalty: 4413.859863
	Iteration 29Q: 3 clusters Score -810373.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -810382.875000 Penalty: 4413.859863
	Iteration 30Q: 3 clusters Score -810382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -810385.312500 Penalty: 4413.859863
	Iteration 31Q: 3 clusters Score -810385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -810388.625000 Penalty: 4413.859863
	Iteration 32Q: 3 clusters Score -810388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -810391.250000 Penalty: 4413.859863
	Iteration 33Q: 3 clusters Score -810391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -810394.562500 Penalty: 4413.859863
	Iteration 34Q: 3 clusters Score -810394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -810403.062500 Penalty: 4413.859863
	Iteration 35Q: 3 clusters Score -810403.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -810410.125000 Penalty: 4413.859863
	Iteration 36Q: 3 clusters Score -810410.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -810415.937500 Penalty: 4413.859863
	Iteration 37Q: 3 clusters Score -810415.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -810423.062500 Penalty: 4413.859863
	Iteration 38Q: 3 clusters Score -810423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -810431.500000 Penalty: 4413.859863
	Iteration 39Q: 3 clusters Score -810431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -810439.250000 Penalty: 4413.859863
	Iteration 40F: 3 clusters Score -810439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -810447.250000 Penalty: 4413.859863
	Iteration 41Q: 3 clusters Score -810447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -810453.500000 Penalty: 4413.859863
	Iteration 42Q: 3 clusters Score -810453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -810454.062500 Penalty: 4413.859863
	Iteration 43Q: 3 clusters Score -810454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -810460.187500 Penalty: 4413.859863
	Iteration 44Q: 3 clusters Score -810460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -810464.437500 Penalty: 4413.859863
	Iteration 45Q: 3 clusters Score -810464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -810467.187500 Penalty: 4413.859863
	Iteration 46Q: 3 clusters Score -810467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -810468.812500 Penalty: 4413.859863
	Iteration 47Q: 3 clusters Score -810468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -810473.312500 Penalty: 4413.859863
	Iteration 48Q: 3 clusters Score -810473.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -810476.937500 Penalty: 4413.859863
	Iteration 49Q: 3 clusters Score -810476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -810481.437500 Penalty: 4413.859863
	Iteration 50Q: 3 clusters Score -810481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -810484.125000 Penalty: 4413.859863
	Iteration 51Q: 3 clusters Score -810484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -810484.500000 Penalty: 4413.859863
	Iteration 52Q: 3 clusters Score -810484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -810485.187500 Penalty: 4413.859863
	Iteration 53Q: 3 clusters Score -810485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -810485.500000 Penalty: 4413.859863
	Iteration 54Q: 3 clusters Score -810485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -810487.250000 Penalty: 4413.859863
	Iteration 55Q: 3 clusters Score -810487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -810488.500000 Penalty: 4413.859863
	Iteration 56Q: 3 clusters Score -810488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -810487.937500 Penalty: 4413.859863
	Iteration 57Q: 3 clusters Score -810487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -810487.937500 Penalty: 4413.859863
	Iteration 58F: 3 clusters Score -810487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -240221.187500 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -240221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -237526.234375 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -237526.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -238201.296875 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -238201.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -238419.015625 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -238419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -238569.546875 Penalty: 3831.325684
	Iteration 3F: 3 clusters Score -238569.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238672.953125 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -238673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238759.765625 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -238759.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238816.984375 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -238817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238860.828125 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -238860.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238912.062500 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -238912.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238962.906250 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -238962.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239002.109375 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -239002.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -239031.078125 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -239031.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -239049.906250 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -239049.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -239069.390625 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -239069.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -239086.421875 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -239086.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -239102.640625 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -239102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -239115.687500 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -239115.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -239128.843750 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -239128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -239137.000000 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -239137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -239147.890625 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -239147.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -239158.843750 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -239158.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -239171.890625 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -239171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -239180.203125 Penalty: 3831.325684
	Iteration 22Q: 3 clusters Score -239180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -239186.984375 Penalty: 3831.325684
	Iteration 23Q: 3 clusters Score -239187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -239192.906250 Penalty: 3831.325684
	Iteration 24Q: 3 clusters Score -239192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239199.140625 Penalty: 3831.325684
	Iteration 25Q: 3 clusters Score -239199.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -239206.421875 Penalty: 3831.325684
	Iteration 26Q: 3 clusters Score -239206.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -239219.625000 Penalty: 3831.325684
	Iteration 27Q: 3 clusters Score -239219.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -239235.421875 Penalty: 3831.325684
	Iteration 28Q: 3 clusters Score -239235.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -239252.906250 Penalty: 3831.325684
	Iteration 29Q: 3 clusters Score -239252.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -239283.593750 Penalty: 3831.325684
	Iteration 30Q: 3 clusters Score -239283.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -239316.125000 Penalty: 3831.325684
	Iteration 31Q: 3 clusters Score -239316.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -239352.875000 Penalty: 3831.325684
	Iteration 32Q: 3 clusters Score -239352.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -239393.234375 Penalty: 3831.325684
	Iteration 33Q: 3 clusters Score -239393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -239413.953125 Penalty: 3831.325684
	Iteration 34Q: 3 clusters Score -239414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -239435.625000 Penalty: 3831.325684
	Iteration 35Q: 3 clusters Score -239435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -239451.328125 Penalty: 3831.325684
	Iteration 36Q: 3 clusters Score -239451.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -239467.062500 Penalty: 3831.325684
	Iteration 37Q: 3 clusters Score -239467.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -239480.484375 Penalty: 3831.325684
	Iteration 38Q: 3 clusters Score -239480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -239492.328125 Penalty: 3831.325684
	Iteration 39Q: 3 clusters Score -239492.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -239502.796875 Penalty: 3831.325684
	Iteration 40F: 3 clusters Score -239502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -239508.453125 Penalty: 3831.325684
	Iteration 41Q: 3 clusters Score -239508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -239512.281250 Penalty: 3831.325684
	Iteration 42Q: 3 clusters Score -239512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -239532.093750 Penalty: 3831.325684
	Iteration 43Q: 3 clusters Score -239532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -239536.734375 Penalty: 3831.325684
	Iteration 44Q: 3 clusters Score -239536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -239537.953125 Penalty: 3831.325684
	Iteration 45Q: 3 clusters Score -239538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -239538.875000 Penalty: 3831.325684
	Iteration 46Q: 3 clusters Score -239538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -239538.875000 Penalty: 3831.325684
	Iteration 47F: 3 clusters Score -239538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -519064.750000 Penalty: 2091.854736
	Iteration 0F: 2 clusters Score -519064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -514702.781250 Penalty: 4183.709473
	Iteration 0F: 3 clusters Score -514702.8 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -515775.718750 Penalty: 4183.709473
	Iteration 1F: 3 clusters Score -515775.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -516042.250000 Penalty: 4183.709473
	Iteration 2F: 3 clusters Score -516042.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -516255.062500 Penalty: 4183.709473
	Iteration 3F: 3 clusters Score -516255.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -516422.562500 Penalty: 4183.709473
	Iteration 4Q: 3 clusters Score -516422.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -516591.343750 Penalty: 4183.709473
	Iteration 5Q: 3 clusters Score -516591.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -516789.375000 Penalty: 4183.709473
	Iteration 6Q: 3 clusters Score -516789.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -517002.843750 Penalty: 4183.709473
	Iteration 7Q: 3 clusters Score -517002.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -517222.406250 Penalty: 4183.709473
	Iteration 8Q: 3 clusters Score -517222.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -517476.406250 Penalty: 4183.709473
	Iteration 9Q: 3 clusters Score -517476.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -517712.156250 Penalty: 4183.709473
	Iteration 10Q: 3 clusters Score -517712.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -517968.875000 Penalty: 4183.709473
	Iteration 11Q: 3 clusters Score -517968.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -518228.125000 Penalty: 4183.709473
	Iteration 12Q: 3 clusters Score -518228.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -518473.593750 Penalty: 4183.709473
	Iteration 13Q: 3 clusters Score -518473.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -518631.406250 Penalty: 4183.709473
	Iteration 14Q: 3 clusters Score -518631.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -518687.875000 Penalty: 4183.709473
	Iteration 15Q: 3 clusters Score -518687.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -518711.187500 Penalty: 4183.709473
	Iteration 16Q: 3 clusters Score -518711.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -518721.250000 Penalty: 4183.709473
	Iteration 17Q: 3 clusters Score -518721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -518727.000000 Penalty: 4183.709473
	Iteration 18Q: 3 clusters Score -518727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -518730.812500 Penalty: 4183.709473
	Iteration 19Q: 3 clusters Score -518730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -518734.406250 Penalty: 4183.709473
	Iteration 20F: 3 clusters Score -518734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -518735.562500 Penalty: 4183.709473
	Iteration 21Q: 3 clusters Score -518735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -518735.718750 Penalty: 4183.709473
	Iteration 22Q: 3 clusters Score -518735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -518736.500000 Penalty: 4183.709473
	Iteration 23Q: 3 clusters Score -518736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -518736.500000 Penalty: 4183.709473
	Iteration 24F: 3 clusters Score -518736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Entering Unmasked Estep 
Score: -18878516.000000 Penalty: 2971.212646
	Iteration 0F: 2 clusters Score -1.887852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -18772044.000000 Penalty: 5942.425293
	Iteration 0F: 3 clusters Score -1.877204e+07 nChanged 76269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -18816188.000000 Penalty: 5942.425293
	Iteration 1F: 3 clusters Score -1.881619e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -18816968.000000 Penalty: 5942.425293
	Iteration 2Q: 3 clusters Score -1.881697e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -18817572.000000 Penalty: 5942.425293
	Iteration 3Q: 3 clusters Score -1.881757e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -18818250.000000 Penalty: 5942.425293
	Iteration 4Q: 3 clusters Score -1.881825e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -18819222.000000 Penalty: 5942.425293
	Iteration 5Q: 3 clusters Score -1.881922e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -18820584.000000 Penalty: 5942.425293
	Iteration 6Q: 3 clusters Score -1.882058e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -18822766.000000 Penalty: 5942.425293
	Iteration 7Q: 3 clusters Score -1.882277e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -18826512.000000 Penalty: 5942.425293
	Iteration 8Q: 3 clusters Score -1.882651e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -18833318.000000 Penalty: 5942.425293
	Iteration 9F: 3 clusters Score -1.883332e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -18843488.000000 Penalty: 5942.425293
	Iteration 10F: 3 clusters Score -1.884349e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -18854544.000000 Penalty: 5942.425293
	Iteration 11F: 3 clusters Score -1.885454e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132780 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -18862798.000000 Penalty: 5942.425293
	Iteration 12F: 3 clusters Score -1.88628e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136611 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -18866904.000000 Penalty: 5942.425293
	Iteration 13Q: 3 clusters Score -1.88669e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139111 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -18868840.000000 Penalty: 5942.425293
	Iteration 14Q: 3 clusters Score -1.886884e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -18869816.000000 Penalty: 5942.425293
	Iteration 15Q: 3 clusters Score -1.886982e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -18870744.000000 Penalty: 5942.425293
	Iteration 16Q: 3 clusters Score -1.887074e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -18871338.000000 Penalty: 5942.425293
	Iteration 17Q: 3 clusters Score -1.887134e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145971 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -18872008.000000 Penalty: 5942.425293
	Iteration 18Q: 3 clusters Score -1.887201e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -18872638.000000 Penalty: 5942.425293
	Iteration 19Q: 3 clusters Score -1.887264e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148585 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -18873066.000000 Penalty: 5942.425293
	Iteration 20F: 3 clusters Score -1.887307e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149754 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -18873526.000000 Penalty: 5942.425293
	Iteration 21Q: 3 clusters Score -1.887353e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -18873890.000000 Penalty: 5942.425293
	Iteration 22Q: 3 clusters Score -1.887389e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -18874352.000000 Penalty: 5942.425293
	Iteration 23Q: 3 clusters Score -1.887435e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -18874600.000000 Penalty: 5942.425293
	Iteration 24Q: 3 clusters Score -1.88746e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -18874910.000000 Penalty: 5942.425293
	Iteration 25Q: 3 clusters Score -1.887491e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -18875032.000000 Penalty: 5942.425293
	Iteration 26Q: 3 clusters Score -1.887503e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -18875154.000000 Penalty: 5942.425293
	Iteration 27Q: 3 clusters Score -1.887515e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18875334.000000 Penalty: 5942.425293
	Iteration 28Q: 3 clusters Score -1.887533e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -18875494.000000 Penalty: 5942.425293
	Iteration 29Q: 3 clusters Score -1.887549e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -18875624.000000 Penalty: 5942.425293
	Iteration 30Q: 3 clusters Score -1.887562e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155905 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -18875722.000000 Penalty: 5942.425293
	Iteration 31Q: 3 clusters Score -1.887572e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -18875772.000000 Penalty: 5942.425293
	Iteration 32Q: 3 clusters Score -1.887577e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -18875822.000000 Penalty: 5942.425293
	Iteration 33Q: 3 clusters Score -1.887582e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18875884.000000 Penalty: 5942.425293
	Iteration 34Q: 3 clusters Score -1.887588e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156763 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18875894.000000 Penalty: 5942.425293
	Iteration 35Q: 3 clusters Score -1.887589e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -18875876.000000 Penalty: 5942.425293
	Iteration 36Q: 3 clusters Score -1.887588e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -18875922.000000 Penalty: 5942.425293
	Iteration 37Q: 3 clusters Score -1.887592e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157128 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -18875940.000000 Penalty: 5942.425293
	Iteration 38Q: 3 clusters Score -1.887594e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -18875956.000000 Penalty: 5942.425293
	Iteration 39Q: 3 clusters Score -1.887596e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18875990.000000 Penalty: 5942.425293
	Iteration 40F: 3 clusters Score -1.887599e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157450 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -18876056.000000 Penalty: 5942.425293
	Iteration 41Q: 3 clusters Score -1.887606e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -18876076.000000 Penalty: 5942.425293
	Iteration 42Q: 3 clusters Score -1.887608e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -18876108.000000 Penalty: 5942.425293
	Iteration 43Q: 3 clusters Score -1.887611e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18876134.000000 Penalty: 5942.425293
	Iteration 44Q: 3 clusters Score -1.887613e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -18876172.000000 Penalty: 5942.425293
	Iteration 45Q: 3 clusters Score -1.887617e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18876190.000000 Penalty: 5942.425293
	Iteration 46Q: 3 clusters Score -1.887619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -18876210.000000 Penalty: 5942.425293
	Iteration 47Q: 3 clusters Score -1.887621e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157892 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -18876200.000000 Penalty: 5942.425293
	Iteration 48Q: 3 clusters Score -1.88762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157930 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -18876220.000000 Penalty: 5942.425293
	Iteration 49Q: 3 clusters Score -1.887622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -18876220.000000 Penalty: 5942.425293
	Iteration 50Q: 3 clusters Score -1.887622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -18876242.000000 Penalty: 5942.425293
	Iteration 51Q: 3 clusters Score -1.887624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18876244.000000 Penalty: 5942.425293
	Iteration 52Q: 3 clusters Score -1.887624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18876228.000000 Penalty: 5942.425293
	Iteration 53Q: 3 clusters Score -1.887623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -18876236.000000 Penalty: 5942.425293
	Iteration 54Q: 3 clusters Score -1.887624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -18876250.000000 Penalty: 5942.425293
	Iteration 55Q: 3 clusters Score -1.887625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -18876252.000000 Penalty: 5942.425293
	Iteration 56Q: 3 clusters Score -1.887625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -18876266.000000 Penalty: 5942.425293
	Iteration 57Q: 3 clusters Score -1.887627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -18876254.000000 Penalty: 5942.425293
	Iteration 58Q: 3 clusters Score -1.887625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -18876268.000000 Penalty: 5942.425293
	Iteration 59Q: 3 clusters Score -1.887627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -18876262.000000 Penalty: 5942.425293
	Iteration 60F: 3 clusters Score -1.887626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18876274.000000 Penalty: 5942.425293
	Iteration 61Q: 3 clusters Score -1.887627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -18876262.000000 Penalty: 5942.425293
	Iteration 62Q: 3 clusters Score -1.887626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -18876256.000000 Penalty: 5942.425293
	Iteration 63Q: 3 clusters Score -1.887626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -18876256.000000 Penalty: 5942.425293
	Iteration 64F: 3 clusters Score -1.887626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -111649.960938 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -111650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109703.750000 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -109703.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109957.250000 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -109957.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110045.914062 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -110045.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110082.984375 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -110083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110115.585938 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -110115.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110131.281250 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -110131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110138.062500 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -110138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110143.210938 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -110143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110144.351562 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -110144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110146.554688 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -110146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110146.554688 Penalty: 3418.246338
	Iteration 10F: 3 clusters Score -110146.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Entering Unmasked Estep 
Score: -5649871.500000 Penalty: 2672.539795
	Iteration 0F: 2 clusters Score -5649872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -5617561.000000 Penalty: 5345.079590
	Iteration 0F: 3 clusters Score -5617561 nChanged 21967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5629777.500000 Penalty: 5345.079590
	Iteration 1F: 3 clusters Score -5629778 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5630411.000000 Penalty: 5345.079590
	Iteration 2Q: 3 clusters Score -5630411 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5631142.000000 Penalty: 5345.079590
	Iteration 3Q: 3 clusters Score -5631142 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5632094.000000 Penalty: 5345.079590
	Iteration 4Q: 3 clusters Score -5632094 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5633473.000000 Penalty: 5345.079590
	Iteration 5F: 3 clusters Score -5633473 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -5635463.000000 Penalty: 5345.079590
	Iteration 6F: 3 clusters Score -5635463 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5638254.500000 Penalty: 5345.079590
	Iteration 7F: 3 clusters Score -5638254 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -5641350.500000 Penalty: 5345.079590
	Iteration 8F: 3 clusters Score -5641350 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5643969.000000 Penalty: 5345.079590
	Iteration 9F: 3 clusters Score -5643969 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5645678.500000 Penalty: 5345.079590
	Iteration 10Q: 3 clusters Score -5645678 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5646582.000000 Penalty: 5345.079590
	Iteration 11Q: 3 clusters Score -5646582 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5647069.500000 Penalty: 5345.079590
	Iteration 12Q: 3 clusters Score -5647070 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5647287.500000 Penalty: 5345.079590
	Iteration 13Q: 3 clusters Score -5647288 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5647441.500000 Penalty: 5345.079590
	Iteration 14Q: 3 clusters Score -5647442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5647547.500000 Penalty: 5345.079590
	Iteration 15Q: 3 clusters Score -5647548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5647615.500000 Penalty: 5345.079590
	Iteration 16Q: 3 clusters Score -5647616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5647649.500000 Penalty: 5345.079590
	Iteration 17Q: 3 clusters Score -5647650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5647675.500000 Penalty: 5345.079590
	Iteration 18Q: 3 clusters Score -5647676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5647708.000000 Penalty: 5345.079590
	Iteration 19Q: 3 clusters Score -5647708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5647725.500000 Penalty: 5345.079590
	Iteration 20F: 3 clusters Score -5647726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5647725.000000 Penalty: 5345.079590
	Iteration 21Q: 3 clusters Score -5647725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5647727.500000 Penalty: 5345.079590
	Iteration 22Q: 3 clusters Score -5647728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5647739.500000 Penalty: 5345.079590
	Iteration 23Q: 3 clusters Score -5647740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5647744.000000 Penalty: 5345.079590
	Iteration 24Q: 3 clusters Score -5647744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5647757.000000 Penalty: 5345.079590
	Iteration 25Q: 3 clusters Score -5647757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5647749.500000 Penalty: 5345.079590
	Iteration 26Q: 3 clusters Score -5647750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5647761.000000 Penalty: 5345.079590
	Iteration 27Q: 3 clusters Score -5647761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5647758.500000 Penalty: 5345.079590
	Iteration 28Q: 3 clusters Score -5647758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5647761.000000 Penalty: 5345.079590
	Iteration 29Q: 3 clusters Score -5647761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5647766.000000 Penalty: 5345.079590
	Iteration 30Q: 3 clusters Score -5647766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5647771.500000 Penalty: 5345.079590
	Iteration 31Q: 3 clusters Score -5647772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5647774.500000 Penalty: 5345.079590
	Iteration 32Q: 3 clusters Score -5647774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5647773.000000 Penalty: 5345.079590
	Iteration 33Q: 3 clusters Score -5647773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5647779.000000 Penalty: 5345.079590
	Iteration 34Q: 3 clusters Score -5647779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5647781.000000 Penalty: 5345.079590
	Iteration 35Q: 3 clusters Score -5647781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5647782.500000 Penalty: 5345.079590
	Iteration 36Q: 3 clusters Score -5647782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5647779.000000 Penalty: 5345.079590
	Iteration 37Q: 3 clusters Score -5647779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5647777.000000 Penalty: 5345.079590
	Iteration 38Q: 3 clusters Score -5647777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5647772.500000 Penalty: 5345.079590
	Iteration 39Q: 3 clusters Score -5647772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5647772.500000 Penalty: 5345.079590
	Iteration 40F: 3 clusters Score -5647772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -42997.738281 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -42997.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41652.449219 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -41652.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41879.394531 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41879.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41933.859375 Penalty: 3001.836182
	Iteration 2Q: 3 clusters Score -41933.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41963.386719 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -41963.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41971.644531 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -41971.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41974.296875 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -41974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41974.296875 Penalty: 3001.836182
	Iteration 6F: 3 clusters Score -41974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303328 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153682 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007904.000000 Penalty: 116968.171875
Iteration 239Q: 34 clusters Score -1.840079e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171267 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303326 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153682 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46890 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9594 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159644 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007792.000000 Penalty: 116968.171875
Iteration 240F: 34 clusters Score -1.840078e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77920 members 
Mstep: Class 5 contains 171266 members 
Mstep: Class 6 contains 27940 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303321 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153683 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77329 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9595 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47876 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007824.000000 Penalty: 116968.171875
Iteration 241Q: 34 clusters Score -1.840078e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77920 members 
Mstep: Class 5 contains 171262 members 
Mstep: Class 6 contains 27946 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303322 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153683 members 
Mstep: Class 12 contains 81783 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9594 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159644 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47877 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007904.000000 Penalty: 116968.171875
Iteration 242Q: 34 clusters Score -1.840079e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215502 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77920 members 
Mstep: Class 5 contains 171262 members 
Mstep: Class 6 contains 27949 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303317 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153686 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77327 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9592 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159643 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47877 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 243Q: 34 clusters Score -1.840079e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77919 members 
Mstep: Class 5 contains 171262 members 
Mstep: Class 6 contains 27953 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303311 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153689 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77327 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9590 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159642 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47878 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 244Q: 34 clusters Score -1.840079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77920 members 
Mstep: Class 5 contains 171267 members 
Mstep: Class 6 contains 27954 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303310 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153689 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9590 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159638 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47879 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 245Q: 34 clusters Score -1.840079e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215496 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77921 members 
Mstep: Class 5 contains 171271 members 
Mstep: Class 6 contains 27956 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303304 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153693 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9590 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159639 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47879 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 246Q: 34 clusters Score -1.840079e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77921 members 
Mstep: Class 5 contains 171271 members 
Mstep: Class 6 contains 27957 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303299 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153697 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159638 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47879 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 247Q: 34 clusters Score -1.84008e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82384 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77923 members 
Mstep: Class 5 contains 171270 members 
Mstep: Class 6 contains 27956 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303297 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153699 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159637 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47880 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007920.000000 Penalty: 116968.171875
Iteration 248Q: 34 clusters Score -1.840079e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77923 members 
Mstep: Class 5 contains 171271 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303296 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153700 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159637 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47881 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 249Q: 34 clusters Score -1.84008e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215500 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77924 members 
Mstep: Class 5 contains 171272 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303293 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153698 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159636 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47882 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007952.000000 Penalty: 116968.171875
Iteration 250Q: 34 clusters Score -1.84008e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77924 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303294 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153699 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77326 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159636 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47882 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 251Q: 34 clusters Score -1.84008e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77923 members 
Mstep: Class 5 contains 171267 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303295 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153701 members 
Mstep: Class 12 contains 81784 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159638 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47882 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 252Q: 34 clusters Score -1.84008e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77923 members 
Mstep: Class 5 contains 171266 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303296 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153700 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159636 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47882 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 253Q: 34 clusters Score -1.840079e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77923 members 
Mstep: Class 5 contains 171266 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303298 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153696 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36628 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159637 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47882 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 254Q: 34 clusters Score -1.84008e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77925 members 
Mstep: Class 5 contains 171266 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303298 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36628 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159636 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47883 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007872.000000 Penalty: 116968.171875
Iteration 255Q: 34 clusters Score -1.840079e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77927 members 
Mstep: Class 5 contains 171267 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303299 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153695 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51877 members 
Mstep: Class 20 contains 36627 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159631 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47884 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007888.000000 Penalty: 116968.171875
Iteration 256Q: 34 clusters Score -1.840079e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77928 members 
Mstep: Class 5 contains 171267 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303298 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159631 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47885 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 257Q: 34 clusters Score -1.84008e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 171269 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303294 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81787 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159631 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47886 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 258Q: 34 clusters Score -1.84008e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215506 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 171270 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303292 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81787 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159629 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47888 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 259Q: 34 clusters Score -1.84008e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215507 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 171272 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303291 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81787 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9588 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159627 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47889 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 260F: 34 clusters Score -1.84008e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215511 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 171272 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303289 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81787 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159625 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47889 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007968.000000 Penalty: 116968.171875
Iteration 261Q: 34 clusters Score -1.84008e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215513 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 171275 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303285 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81787 members 
Mstep: Class 13 contains 77324 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159623 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47890 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008048.000000 Penalty: 116968.171875
Iteration 262Q: 34 clusters Score -1.84008e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215511 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 171277 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303287 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153693 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77325 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159622 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47890 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 263Q: 34 clusters Score -1.84008e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215510 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77930 members 
Mstep: Class 5 contains 171277 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303284 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153695 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77327 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159620 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 264Q: 34 clusters Score -1.84008e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215509 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77932 members 
Mstep: Class 5 contains 171279 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303282 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153694 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77327 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159620 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007936.000000 Penalty: 116968.171875
Iteration 265Q: 34 clusters Score -1.840079e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215509 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77933 members 
Mstep: Class 5 contains 171280 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303282 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153692 members 
Mstep: Class 12 contains 81786 members 
Mstep: Class 13 contains 77327 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159620 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 266Q: 34 clusters Score -1.84008e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215510 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77933 members 
Mstep: Class 5 contains 171280 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303280 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153692 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159621 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 267Q: 34 clusters Score -1.84008e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215511 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77937 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303274 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46886 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159621 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 268Q: 34 clusters Score -1.84008e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215512 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77939 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303273 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153690 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46887 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159619 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 269Q: 34 clusters Score -1.84008e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215513 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77938 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303272 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008016.000000 Penalty: 116968.171875
Iteration 270Q: 34 clusters Score -1.84008e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77937 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303272 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008000.000000 Penalty: 116968.171875
Iteration 271Q: 34 clusters Score -1.84008e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77938 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303272 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153690 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008032.000000 Penalty: 116968.171875
Iteration 272Q: 34 clusters Score -1.84008e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77940 members 
Mstep: Class 5 contains 171282 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303271 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153689 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008032.000000 Penalty: 116968.171875
Iteration 273Q: 34 clusters Score -1.84008e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77941 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303270 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153690 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 274Q: 34 clusters Score -1.84008e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77941 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303269 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 275Q: 34 clusters Score -1.84008e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77941 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303269 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007984.000000 Penalty: 116968.171875
Iteration 276F: 34 clusters Score -1.84008e+08 nChanged 0
Entering ConstructFrom: 
Score: -184007984.000000 Penalty: 116968.171875
Entering ConstructFrom: 
Trying to split cluster 1 (215514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215514 members 
Entering Unmasked Estep 
Score: -25343936.000000 Penalty: 3045.633545
	Iteration 0F: 2 clusters Score -2.534394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -25203722.000000 Penalty: 6091.267090
	Iteration 0F: 3 clusters Score -2.520372e+07 nChanged 104130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -25264256.000000 Penalty: 6091.267090
	Iteration 1F: 3 clusters Score -2.526426e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -25265406.000000 Penalty: 6091.267090
	Iteration 2Q: 3 clusters Score -2.526541e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -25267010.000000 Penalty: 6091.267090
	Iteration 3Q: 3 clusters Score -2.526701e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 122223 members 
Entering Unmasked Estep 
Score: -25269966.000000 Penalty: 6091.267090
	Iteration 4Q: 3 clusters Score -2.526997e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -25274744.000000 Penalty: 6091.267090
	Iteration 5Q: 3 clusters Score -2.527474e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 142137 members 
Entering Unmasked Estep 
Score: -25283564.000000 Penalty: 6091.267090
	Iteration 6F: 3 clusters Score -2.528356e+07 nChanged 16899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 157184 members 
Entering Unmasked Estep 
Score: -25297060.000000 Penalty: 6091.267090
	Iteration 7F: 3 clusters Score -2.529706e+07 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -25312182.000000 Penalty: 6091.267090
	Iteration 8F: 3 clusters Score -2.531218e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 185056 members 
Entering Unmasked Estep 
Score: -25324582.000000 Penalty: 6091.267090
	Iteration 9F: 3 clusters Score -2.532458e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -25331710.000000 Penalty: 6091.267090
	Iteration 10Q: 3 clusters Score -2.533171e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 197045 members 
Entering Unmasked Estep 
Score: -25335590.000000 Penalty: 6091.267090
	Iteration 11Q: 3 clusters Score -2.533559e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 200092 members 
Entering Unmasked Estep 
Score: -25337620.000000 Penalty: 6091.267090
	Iteration 12Q: 3 clusters Score -2.533762e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 202477 members 
Entering Unmasked Estep 
Score: -25338916.000000 Penalty: 6091.267090
	Iteration 13Q: 3 clusters Score -2.533892e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -25339780.000000 Penalty: 6091.267090
	Iteration 14Q: 3 clusters Score -2.533978e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 206035 members 
Entering Unmasked Estep 
Score: -25340426.000000 Penalty: 6091.267090
	Iteration 15Q: 3 clusters Score -2.534043e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 207404 members 
Entering Unmasked Estep 
Score: -25340902.000000 Penalty: 6091.267090
	Iteration 16Q: 3 clusters Score -2.53409e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 208534 members 
Entering Unmasked Estep 
Score: -25341268.000000 Penalty: 6091.267090
	Iteration 17Q: 3 clusters Score -2.534127e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 209454 members 
Entering Unmasked Estep 
Score: -25341548.000000 Penalty: 6091.267090
	Iteration 18Q: 3 clusters Score -2.534155e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 210183 members 
Entering Unmasked Estep 
Score: -25341602.000000 Penalty: 6091.267090
	Iteration 19Q: 3 clusters Score -2.53416e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 210787 members 
Entering Unmasked Estep 
Score: -25341794.000000 Penalty: 6091.267090
	Iteration 20F: 3 clusters Score -2.534179e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 211261 members 
Entering Unmasked Estep 
Score: -25341886.000000 Penalty: 6091.267090
	Iteration 21Q: 3 clusters Score -2.534189e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 211633 members 
Entering Unmasked Estep 
Score: -25341900.000000 Penalty: 6091.267090
	Iteration 22Q: 3 clusters Score -2.53419e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 211910 members 
Entering Unmasked Estep 
Score: -25342022.000000 Penalty: 6091.267090
	Iteration 23Q: 3 clusters Score -2.534202e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 212163 members 
Entering Unmasked Estep 
Score: -25342108.000000 Penalty: 6091.267090
	Iteration 24Q: 3 clusters Score -2.534211e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -25342132.000000 Penalty: 6091.267090
	Iteration 25Q: 3 clusters Score -2.534213e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 212512 members 
Entering Unmasked Estep 
Score: -25342160.000000 Penalty: 6091.267090
	Iteration 26Q: 3 clusters Score -2.534216e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 212634 members 
Entering Unmasked Estep 
Score: -25342170.000000 Penalty: 6091.267090
	Iteration 27Q: 3 clusters Score -2.534217e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 212720 members 
Entering Unmasked Estep 
Score: -25342152.000000 Penalty: 6091.267090
	Iteration 28Q: 3 clusters Score -2.534215e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 212793 members 
Entering Unmasked Estep 
Score: -25342128.000000 Penalty: 6091.267090
	Iteration 29Q: 3 clusters Score -2.534213e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 212861 members 
Entering Unmasked Estep 
Score: -25342156.000000 Penalty: 6091.267090
	Iteration 30Q: 3 clusters Score -2.534216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 212911 members 
Entering Unmasked Estep 
Score: -25342186.000000 Penalty: 6091.267090
	Iteration 31Q: 3 clusters Score -2.534219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 212961 members 
Entering Unmasked Estep 
Score: -25342210.000000 Penalty: 6091.267090
	Iteration 32Q: 3 clusters Score -2.534221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 212996 members 
Entering Unmasked Estep 
Score: -25342186.000000 Penalty: 6091.267090
	Iteration 33Q: 3 clusters Score -2.534219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 213027 members 
Entering Unmasked Estep 
Score: -25342184.000000 Penalty: 6091.267090
	Iteration 34Q: 3 clusters Score -2.534218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 213047 members 
Entering Unmasked Estep 
Score: -25342172.000000 Penalty: 6091.267090
	Iteration 35Q: 3 clusters Score -2.534217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 213072 members 
Entering Unmasked Estep 
Score: -25342180.000000 Penalty: 6091.267090
	Iteration 36Q: 3 clusters Score -2.534218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 213092 members 
Entering Unmasked Estep 
Score: -25342194.000000 Penalty: 6091.267090
	Iteration 37Q: 3 clusters Score -2.534219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 213110 members 
Entering Unmasked Estep 
Score: -25342216.000000 Penalty: 6091.267090
	Iteration 38Q: 3 clusters Score -2.534222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 213129 members 
Entering Unmasked Estep 
Score: -25342226.000000 Penalty: 6091.267090
	Iteration 39Q: 3 clusters Score -2.534223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 213152 members 
Entering Unmasked Estep 
Score: -25342220.000000 Penalty: 6091.267090
	Iteration 40F: 3 clusters Score -2.534222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 213180 members 
Entering Unmasked Estep 
Score: -25342200.000000 Penalty: 6091.267090
	Iteration 41Q: 3 clusters Score -2.53422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 213196 members 
Entering Unmasked Estep 
Score: -25342224.000000 Penalty: 6091.267090
	Iteration 42Q: 3 clusters Score -2.534222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -25342188.000000 Penalty: 6091.267090
	Iteration 43Q: 3 clusters Score -2.534219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 213225 members 
Entering Unmasked Estep 
Score: -25342208.000000 Penalty: 6091.267090
	Iteration 44Q: 3 clusters Score -2.534221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 213240 members 
Entering Unmasked Estep 
Score: -25342220.000000 Penalty: 6091.267090
	Iteration 45Q: 3 clusters Score -2.534222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 213248 members 
Entering Unmasked Estep 
Score: -25342232.000000 Penalty: 6091.267090
	Iteration 46Q: 3 clusters Score -2.534223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 213258 members 
Entering Unmasked Estep 
Score: -25342228.000000 Penalty: 6091.267090
	Iteration 47Q: 3 clusters Score -2.534223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 213265 members 
Entering Unmasked Estep 
Score: -25342238.000000 Penalty: 6091.267090
	Iteration 48Q: 3 clusters Score -2.534224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 213276 members 
Entering Unmasked Estep 
Score: -25342204.000000 Penalty: 6091.267090
	Iteration 49Q: 3 clusters Score -2.53422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 213284 members 
Entering Unmasked Estep 
Score: -25342218.000000 Penalty: 6091.267090
	Iteration 50Q: 3 clusters Score -2.534222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 213288 members 
Entering Unmasked Estep 
Score: -25342188.000000 Penalty: 6091.267090
	Iteration 51Q: 3 clusters Score -2.534219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 213296 members 
Entering Unmasked Estep 
Score: -25342204.000000 Penalty: 6091.267090
	Iteration 52Q: 3 clusters Score -2.53422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 213301 members 
Entering Unmasked Estep 
Score: -25342178.000000 Penalty: 6091.267090
	Iteration 53Q: 3 clusters Score -2.534218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 213308 members 
Entering Unmasked Estep 
Score: -25342174.000000 Penalty: 6091.267090
	Iteration 54Q: 3 clusters Score -2.534217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 213318 members 
Entering Unmasked Estep 
Score: -25342180.000000 Penalty: 6091.267090
	Iteration 55Q: 3 clusters Score -2.534218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 213327 members 
Entering Unmasked Estep 
Score: -25342174.000000 Penalty: 6091.267090
	Iteration 56Q: 3 clusters Score -2.534217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 213337 members 
Entering Unmasked Estep 
Score: -25342174.000000 Penalty: 6091.267090
	Iteration 57Q: 3 clusters Score -2.534217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -25342180.000000 Penalty: 6091.267090
	Iteration 58Q: 3 clusters Score -2.534218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -25342178.000000 Penalty: 6091.267090
	Iteration 59Q: 3 clusters Score -2.534218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 213350 members 
Entering Unmasked Estep 
Score: -25342174.000000 Penalty: 6091.267090
	Iteration 60F: 3 clusters Score -2.534217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 213361 members 
Entering Unmasked Estep 
Score: -25342166.000000 Penalty: 6091.267090
	Iteration 61Q: 3 clusters Score -2.534217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 213366 members 
Entering Unmasked Estep 
Score: -25342160.000000 Penalty: 6091.267090
	Iteration 62Q: 3 clusters Score -2.534216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 213369 members 
Entering Unmasked Estep 
Score: -25342186.000000 Penalty: 6091.267090
	Iteration 63Q: 3 clusters Score -2.534219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 213375 members 
Entering Unmasked Estep 
Score: -25342190.000000 Penalty: 6091.267090
	Iteration 64Q: 3 clusters Score -2.534219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 213376 members 
Entering Unmasked Estep 
Score: -25342182.000000 Penalty: 6091.267090
	Iteration 65Q: 3 clusters Score -2.534218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 213377 members 
Entering Unmasked Estep 
Score: -25342188.000000 Penalty: 6091.267090
	Iteration 66Q: 3 clusters Score -2.534219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 213378 members 
Entering Unmasked Estep 
Score: -25342186.000000 Penalty: 6091.267090
	Iteration 67Q: 3 clusters Score -2.534219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 213380 members 
Entering Unmasked Estep 
Score: -25342166.000000 Penalty: 6091.267090
	Iteration 68Q: 3 clusters Score -2.534217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 213382 members 
Entering Unmasked Estep 
Score: -25342178.000000 Penalty: 6091.267090
	Iteration 69Q: 3 clusters Score -2.534218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 213382 members 
Entering Unmasked Estep 
Score: -25342178.000000 Penalty: 6091.267090
	Iteration 70F: 3 clusters Score -2.534218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -9602117.000000 Penalty: 2807.145508
	Iteration 0F: 2 clusters Score -9602117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9546820.000000 Penalty: 5614.291016
	Iteration 0F: 3 clusters Score -9546820 nChanged 38789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -9569071.000000 Penalty: 5614.291016
	Iteration 1F: 3 clusters Score -9569071 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -9570108.000000 Penalty: 5614.291016
	Iteration 2Q: 3 clusters Score -9570108 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -9571340.000000 Penalty: 5614.291016
	Iteration 3Q: 3 clusters Score -9571340 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -9573016.000000 Penalty: 5614.291016
	Iteration 4Q: 3 clusters Score -9573016 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -9575327.000000 Penalty: 5614.291016
	Iteration 5F: 3 clusters Score -9575327 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -9578345.000000 Penalty: 5614.291016
	Iteration 6F: 3 clusters Score -9578345 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -9582109.000000 Penalty: 5614.291016
	Iteration 7F: 3 clusters Score -9582109 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -9586603.000000 Penalty: 5614.291016
	Iteration 8F: 3 clusters Score -9586603 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -9590616.000000 Penalty: 5614.291016
	Iteration 9F: 3 clusters Score -9590616 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -9593142.000000 Penalty: 5614.291016
	Iteration 10Q: 3 clusters Score -9593142 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -9594428.000000 Penalty: 5614.291016
	Iteration 11Q: 3 clusters Score -9594428 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -9595067.000000 Penalty: 5614.291016
	Iteration 12Q: 3 clusters Score -9595067 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -9595494.000000 Penalty: 5614.291016
	Iteration 13Q: 3 clusters Score -9595494 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -9595848.000000 Penalty: 5614.291016
	Iteration 14Q: 3 clusters Score -9595848 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -9596116.000000 Penalty: 5614.291016
	Iteration 15Q: 3 clusters Score -9596116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -9596297.000000 Penalty: 5614.291016
	Iteration 16Q: 3 clusters Score -9596297 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -9596451.000000 Penalty: 5614.291016
	Iteration 17Q: 3 clusters Score -9596451 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -9596611.000000 Penalty: 5614.291016
	Iteration 18Q: 3 clusters Score -9596611 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -9596777.000000 Penalty: 5614.291016
	Iteration 19Q: 3 clusters Score -9596777 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -9596941.000000 Penalty: 5614.291016
	Iteration 20F: 3 clusters Score -9596941 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -9597050.000000 Penalty: 5614.291016
	Iteration 21Q: 3 clusters Score -9597050 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -9597168.000000 Penalty: 5614.291016
	Iteration 22Q: 3 clusters Score -9597168 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -9597294.000000 Penalty: 5614.291016
	Iteration 23Q: 3 clusters Score -9597294 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -9597451.000000 Penalty: 5614.291016
	Iteration 24Q: 3 clusters Score -9597451 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -9597574.000000 Penalty: 5614.291016
	Iteration 25Q: 3 clusters Score -9597574 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -9597696.000000 Penalty: 5614.291016
	Iteration 26Q: 3 clusters Score -9597696 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -9597781.000000 Penalty: 5614.291016
	Iteration 27Q: 3 clusters Score -9597781 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -9597906.000000 Penalty: 5614.291016
	Iteration 28Q: 3 clusters Score -9597906 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -9598043.000000 Penalty: 5614.291016
	Iteration 29Q: 3 clusters Score -9598043 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -9598219.000000 Penalty: 5614.291016
	Iteration 30Q: 3 clusters Score -9598219 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -9598383.000000 Penalty: 5614.291016
	Iteration 31Q: 3 clusters Score -9598383 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -9598549.000000 Penalty: 5614.291016
	Iteration 32Q: 3 clusters Score -9598549 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -9598697.000000 Penalty: 5614.291016
	Iteration 33Q: 3 clusters Score -9598697 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -9598887.000000 Penalty: 5614.291016
	Iteration 34Q: 3 clusters Score -9598887 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -9599011.000000 Penalty: 5614.291016
	Iteration 35Q: 3 clusters Score -9599011 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -9599193.000000 Penalty: 5614.291016
	Iteration 36Q: 3 clusters Score -9599193 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -9599405.000000 Penalty: 5614.291016
	Iteration 37Q: 3 clusters Score -9599405 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -9599577.000000 Penalty: 5614.291016
	Iteration 38Q: 3 clusters Score -9599577 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -9599705.000000 Penalty: 5614.291016
	Iteration 39Q: 3 clusters Score -9599705 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -9599844.000000 Penalty: 5614.291016
	Iteration 40F: 3 clusters Score -9599844 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -9599998.000000 Penalty: 5614.291016
	Iteration 41Q: 3 clusters Score -9599998 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -9600110.000000 Penalty: 5614.291016
	Iteration 42Q: 3 clusters Score -9600110 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -9600244.000000 Penalty: 5614.291016
	Iteration 43Q: 3 clusters Score -9600244 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -9600295.000000 Penalty: 5614.291016
	Iteration 44Q: 3 clusters Score -9600295 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -9600344.000000 Penalty: 5614.291016
	Iteration 45Q: 3 clusters Score -9600344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -9600407.000000 Penalty: 5614.291016
	Iteration 46Q: 3 clusters Score -9600407 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -9600456.000000 Penalty: 5614.291016
	Iteration 47Q: 3 clusters Score -9600456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -9600495.000000 Penalty: 5614.291016
	Iteration 48Q: 3 clusters Score -9600495 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -9600563.000000 Penalty: 5614.291016
	Iteration 49Q: 3 clusters Score -9600563 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -9600611.000000 Penalty: 5614.291016
	Iteration 50Q: 3 clusters Score -9600611 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -9600639.000000 Penalty: 5614.291016
	Iteration 51Q: 3 clusters Score -9600639 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -9600659.000000 Penalty: 5614.291016
	Iteration 52Q: 3 clusters Score -9600659 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -9600694.000000 Penalty: 5614.291016
	Iteration 53Q: 3 clusters Score -9600694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -9600716.000000 Penalty: 5614.291016
	Iteration 54Q: 3 clusters Score -9600716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -9600737.000000 Penalty: 5614.291016
	Iteration 55Q: 3 clusters Score -9600737 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -9600754.000000 Penalty: 5614.291016
	Iteration 56Q: 3 clusters Score -9600754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -9600786.000000 Penalty: 5614.291016
	Iteration 57Q: 3 clusters Score -9600786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -9600803.000000 Penalty: 5614.291016
	Iteration 58Q: 3 clusters Score -9600803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -9600825.000000 Penalty: 5614.291016
	Iteration 59Q: 3 clusters Score -9600825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -9600839.000000 Penalty: 5614.291016
	Iteration 60F: 3 clusters Score -9600839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -9600847.000000 Penalty: 5614.291016
	Iteration 61Q: 3 clusters Score -9600847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -9600846.000000 Penalty: 5614.291016
	Iteration 62Q: 3 clusters Score -9600846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -9600853.000000 Penalty: 5614.291016
	Iteration 63Q: 3 clusters Score -9600853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -9600867.000000 Penalty: 5614.291016
	Iteration 64Q: 3 clusters Score -9600867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -9600864.000000 Penalty: 5614.291016
	Iteration 65Q: 3 clusters Score -9600864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -9600865.000000 Penalty: 5614.291016
	Iteration 66Q: 3 clusters Score -9600865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -9600865.000000 Penalty: 5614.291016
	Iteration 67Q: 3 clusters Score -9600865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -9600869.000000 Penalty: 5614.291016
	Iteration 68Q: 3 clusters Score -9600869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -9600865.000000 Penalty: 5614.291016
	Iteration 69Q: 3 clusters Score -9600865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -9600865.000000 Penalty: 5614.291016
	Iteration 70Q: 3 clusters Score -9600865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -9600867.000000 Penalty: 5614.291016
	Iteration 71Q: 3 clusters Score -9600867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -9600868.000000 Penalty: 5614.291016
	Iteration 72Q: 3 clusters Score -9600868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -9600866.000000 Penalty: 5614.291016
	Iteration 73Q: 3 clusters Score -9600866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -9600871.000000 Penalty: 5614.291016
	Iteration 74Q: 3 clusters Score -9600871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -9600871.000000 Penalty: 5614.291016
	Iteration 75Q: 3 clusters Score -9600871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -9600867.000000 Penalty: 5614.291016
	Iteration 76Q: 3 clusters Score -9600867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -9600865.000000 Penalty: 5614.291016
	Iteration 77Q: 3 clusters Score -9600865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -9600870.000000 Penalty: 5614.291016
	Iteration 78Q: 3 clusters Score -9600870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -9600871.000000 Penalty: 5614.291016
	Iteration 79Q: 3 clusters Score -9600871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -9600873.000000 Penalty: 5614.291016
	Iteration 80F: 3 clusters Score -9600873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -9600878.000000 Penalty: 5614.291016
	Iteration 81Q: 3 clusters Score -9600878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -9600886.000000 Penalty: 5614.291016
	Iteration 82Q: 3 clusters Score -9600886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -9600880.000000 Penalty: 5614.291016
	Iteration 83Q: 3 clusters Score -9600880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -9600882.000000 Penalty: 5614.291016
	Iteration 84Q: 3 clusters Score -9600882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -9600885.000000 Penalty: 5614.291016
	Iteration 85Q: 3 clusters Score -9600885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -9600892.000000 Penalty: 5614.291016
	Iteration 86Q: 3 clusters Score -9600892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -9600894.000000 Penalty: 5614.291016
	Iteration 87Q: 3 clusters Score -9600894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -9600889.000000 Penalty: 5614.291016
	Iteration 88Q: 3 clusters Score -9600889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -9600892.000000 Penalty: 5614.291016
	Iteration 89Q: 3 clusters Score -9600892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -9600890.000000 Penalty: 5614.291016
	Iteration 90Q: 3 clusters Score -9600890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -9600890.000000 Penalty: 5614.291016
	Iteration 91F: 3 clusters Score -9600890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -60750.050781 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -60750.05 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 327 members 
Entering Unmasked Estep 
Score: -59270.191406 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -59270.19 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59987.546875 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -59987.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60200.964844 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -60200.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60322.484375 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -60322.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60382.789062 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -60382.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60412.816406 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -60412.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -60445.718750 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -60445.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60467.171875 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -60467.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60469.964844 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -60469.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60478.398438 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -60478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60483.082031 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -60483.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60488.687500 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -60488.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60490.652344 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -60490.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60490.652344 Penalty: 3197.076904
	Iteration 13F: 3 clusters Score -60490.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Entering Unmasked Estep 
Score: -9259079.000000 Penalty: 2793.399414
	Iteration 0F: 2 clusters Score -9259079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -9206904.000000 Penalty: 5586.798828
	Iteration 0F: 3 clusters Score -9206904 nChanged 36622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -9227586.000000 Penalty: 5586.798828
	Iteration 1F: 3 clusters Score -9227586 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -9228480.000000 Penalty: 5586.798828
	Iteration 2Q: 3 clusters Score -9228480 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -9229525.000000 Penalty: 5586.798828
	Iteration 3Q: 3 clusters Score -9229525 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -9230764.000000 Penalty: 5586.798828
	Iteration 4Q: 3 clusters Score -9230764 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -9232699.000000 Penalty: 5586.798828
	Iteration 5Q: 3 clusters Score -9232699 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -9235394.000000 Penalty: 5586.798828
	Iteration 6F: 3 clusters Score -9235394 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -9239693.000000 Penalty: 5586.798828
	Iteration 7F: 3 clusters Score -9239693 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -9244847.000000 Penalty: 5586.798828
	Iteration 8F: 3 clusters Score -9244847 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -9248965.000000 Penalty: 5586.798828
	Iteration 9F: 3 clusters Score -9248965 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -9251298.000000 Penalty: 5586.798828
	Iteration 10Q: 3 clusters Score -9251298 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -9252373.000000 Penalty: 5586.798828
	Iteration 11Q: 3 clusters Score -9252373 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -9253090.000000 Penalty: 5586.798828
	Iteration 12Q: 3 clusters Score -9253090 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -9253679.000000 Penalty: 5586.798828
	Iteration 13Q: 3 clusters Score -9253679 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -9254185.000000 Penalty: 5586.798828
	Iteration 14Q: 3 clusters Score -9254185 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -9254591.000000 Penalty: 5586.798828
	Iteration 15Q: 3 clusters Score -9254591 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -9254931.000000 Penalty: 5586.798828
	Iteration 16Q: 3 clusters Score -9254931 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -9255230.000000 Penalty: 5586.798828
	Iteration 17Q: 3 clusters Score -9255230 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -9255530.000000 Penalty: 5586.798828
	Iteration 18Q: 3 clusters Score -9255530 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -9255750.000000 Penalty: 5586.798828
	Iteration 19Q: 3 clusters Score -9255750 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -9255935.000000 Penalty: 5586.798828
	Iteration 20F: 3 clusters Score -9255935 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -9256096.000000 Penalty: 5586.798828
	Iteration 21Q: 3 clusters Score -9256096 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9256297.000000 Penalty: 5586.798828
	Iteration 22Q: 3 clusters Score -9256297 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -9256444.000000 Penalty: 5586.798828
	Iteration 23Q: 3 clusters Score -9256444 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -9256558.000000 Penalty: 5586.798828
	Iteration 24Q: 3 clusters Score -9256558 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9256636.000000 Penalty: 5586.798828
	Iteration 25Q: 3 clusters Score -9256636 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -9256709.000000 Penalty: 5586.798828
	Iteration 26Q: 3 clusters Score -9256709 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9256776.000000 Penalty: 5586.798828
	Iteration 27Q: 3 clusters Score -9256776 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9256823.000000 Penalty: 5586.798828
	Iteration 28Q: 3 clusters Score -9256823 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9256899.000000 Penalty: 5586.798828
	Iteration 29Q: 3 clusters Score -9256899 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9256965.000000 Penalty: 5586.798828
	Iteration 30Q: 3 clusters Score -9256965 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9256986.000000 Penalty: 5586.798828
	Iteration 31Q: 3 clusters Score -9256986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9257011.000000 Penalty: 5586.798828
	Iteration 32Q: 3 clusters Score -9257011 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9257057.000000 Penalty: 5586.798828
	Iteration 33Q: 3 clusters Score -9257057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9257098.000000 Penalty: 5586.798828
	Iteration 34Q: 3 clusters Score -9257098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9257118.000000 Penalty: 5586.798828
	Iteration 35Q: 3 clusters Score -9257118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9257149.000000 Penalty: 5586.798828
	Iteration 36Q: 3 clusters Score -9257149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9257166.000000 Penalty: 5586.798828
	Iteration 37Q: 3 clusters Score -9257166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9257181.000000 Penalty: 5586.798828
	Iteration 38Q: 3 clusters Score -9257181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9257209.000000 Penalty: 5586.798828
	Iteration 39Q: 3 clusters Score -9257209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9257222.000000 Penalty: 5586.798828
	Iteration 40F: 3 clusters Score -9257222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9257242.000000 Penalty: 5586.798828
	Iteration 41Q: 3 clusters Score -9257242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9257257.000000 Penalty: 5586.798828
	Iteration 42Q: 3 clusters Score -9257257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9257271.000000 Penalty: 5586.798828
	Iteration 43Q: 3 clusters Score -9257271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9257283.000000 Penalty: 5586.798828
	Iteration 44Q: 3 clusters Score -9257283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9257301.000000 Penalty: 5586.798828
	Iteration 45Q: 3 clusters Score -9257301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9257315.000000 Penalty: 5586.798828
	Iteration 46Q: 3 clusters Score -9257315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9257327.000000 Penalty: 5586.798828
	Iteration 47Q: 3 clusters Score -9257327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9257324.000000 Penalty: 5586.798828
	Iteration 48Q: 3 clusters Score -9257324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9257336.000000 Penalty: 5586.798828
	Iteration 49Q: 3 clusters Score -9257336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9257342.000000 Penalty: 5586.798828
	Iteration 50Q: 3 clusters Score -9257342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9257355.000000 Penalty: 5586.798828
	Iteration 51Q: 3 clusters Score -9257355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9257362.000000 Penalty: 5586.798828
	Iteration 52Q: 3 clusters Score -9257362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9257352.000000 Penalty: 5586.798828
	Iteration 53Q: 3 clusters Score -9257352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9257344.000000 Penalty: 5586.798828
	Iteration 54Q: 3 clusters Score -9257344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9257341.000000 Penalty: 5586.798828
	Iteration 55Q: 3 clusters Score -9257341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9257345.000000 Penalty: 5586.798828
	Iteration 56Q: 3 clusters Score -9257345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9257346.000000 Penalty: 5586.798828
	Iteration 57Q: 3 clusters Score -9257346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9257359.000000 Penalty: 5586.798828
	Iteration 58Q: 3 clusters Score -9257359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9257353.000000 Penalty: 5586.798828
	Iteration 59Q: 3 clusters Score -9257353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9257356.000000 Penalty: 5586.798828
	Iteration 60F: 3 clusters Score -9257356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9257361.000000 Penalty: 5586.798828
	Iteration 61Q: 3 clusters Score -9257361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9257352.000000 Penalty: 5586.798828
	Iteration 62Q: 3 clusters Score -9257352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9257352.000000 Penalty: 5586.798828
	Iteration 63Q: 3 clusters Score -9257352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9257367.000000 Penalty: 5586.798828
	Iteration 64Q: 3 clusters Score -9257367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9257366.000000 Penalty: 5586.798828
	Iteration 65Q: 3 clusters Score -9257366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9257366.000000 Penalty: 5586.798828
	Iteration 66Q: 3 clusters Score -9257366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9257369.000000 Penalty: 5586.798828
	Iteration 67Q: 3 clusters Score -9257369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9257373.000000 Penalty: 5586.798828
	Iteration 68Q: 3 clusters Score -9257373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9257372.000000 Penalty: 5586.798828
	Iteration 69Q: 3 clusters Score -9257372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9257373.000000 Penalty: 5586.798828
	Iteration 70Q: 3 clusters Score -9257373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9257375.000000 Penalty: 5586.798828
	Iteration 71Q: 3 clusters Score -9257375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9257380.000000 Penalty: 5586.798828
	Iteration 72Q: 3 clusters Score -9257380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9257376.000000 Penalty: 5586.798828
	Iteration 73Q: 3 clusters Score -9257376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9257380.000000 Penalty: 5586.798828
	Iteration 74Q: 3 clusters Score -9257380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9257381.000000 Penalty: 5586.798828
	Iteration 75Q: 3 clusters Score -9257381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9257367.000000 Penalty: 5586.798828
	Iteration 76Q: 3 clusters Score -9257367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9257368.000000 Penalty: 5586.798828
	Iteration 77Q: 3 clusters Score -9257368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9257375.000000 Penalty: 5586.798828
	Iteration 78Q: 3 clusters Score -9257375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9257379.000000 Penalty: 5586.798828
	Iteration 79Q: 3 clusters Score -9257379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9257376.000000 Penalty: 5586.798828
	Iteration 80F: 3 clusters Score -9257376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9257373.000000 Penalty: 5586.798828
	Iteration 81Q: 3 clusters Score -9257373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9257373.000000 Penalty: 5586.798828
	Iteration 82Q: 3 clusters Score -9257373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9257374.000000 Penalty: 5586.798828
	Iteration 83Q: 3 clusters Score -9257374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9257369.000000 Penalty: 5586.798828
	Iteration 84Q: 3 clusters Score -9257369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9257377.000000 Penalty: 5586.798828
	Iteration 85Q: 3 clusters Score -9257377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9257373.000000 Penalty: 5586.798828
	Iteration 86Q: 3 clusters Score -9257373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9257374.000000 Penalty: 5586.798828
	Iteration 87Q: 3 clusters Score -9257374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9257374.000000 Penalty: 5586.798828
	Iteration 88F: 3 clusters Score -9257374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Entering Unmasked Estep 
Score: -20189358.000000 Penalty: 2988.663086
	Iteration 0F: 2 clusters Score -2.018936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -20075578.000000 Penalty: 5977.326172
	Iteration 0F: 3 clusters Score -2.007558e+07 nChanged 82210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -20123444.000000 Penalty: 5977.326172
	Iteration 1F: 3 clusters Score -2.012344e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -20124920.000000 Penalty: 5977.326172
	Iteration 2Q: 3 clusters Score -2.012492e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -20126528.000000 Penalty: 5977.326172
	Iteration 3Q: 3 clusters Score -2.012653e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -20128586.000000 Penalty: 5977.326172
	Iteration 4Q: 3 clusters Score -2.012859e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -20131496.000000 Penalty: 5977.326172
	Iteration 5Q: 3 clusters Score -2.01315e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -20135684.000000 Penalty: 5977.326172
	Iteration 6Q: 3 clusters Score -2.013568e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -20140642.000000 Penalty: 5977.326172
	Iteration 7F: 3 clusters Score -2.014064e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -20146676.000000 Penalty: 5977.326172
	Iteration 8F: 3 clusters Score -2.014668e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -20153556.000000 Penalty: 5977.326172
	Iteration 9F: 3 clusters Score -2.015356e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -20158988.000000 Penalty: 5977.326172
	Iteration 10F: 3 clusters Score -2.015899e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -20162322.000000 Penalty: 5977.326172
	Iteration 11Q: 3 clusters Score -2.016232e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -20164256.000000 Penalty: 5977.326172
	Iteration 12Q: 3 clusters Score -2.016426e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -20165090.000000 Penalty: 5977.326172
	Iteration 13Q: 3 clusters Score -2.016509e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -20165836.000000 Penalty: 5977.326172
	Iteration 14Q: 3 clusters Score -2.016584e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -20166340.000000 Penalty: 5977.326172
	Iteration 15Q: 3 clusters Score -2.016634e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -20166968.000000 Penalty: 5977.326172
	Iteration 16Q: 3 clusters Score -2.016697e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -20167598.000000 Penalty: 5977.326172
	Iteration 17Q: 3 clusters Score -2.01676e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -20168186.000000 Penalty: 5977.326172
	Iteration 18Q: 3 clusters Score -2.016819e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122729 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -20168904.000000 Penalty: 5977.326172
	Iteration 19Q: 3 clusters Score -2.01689e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -20169480.000000 Penalty: 5977.326172
	Iteration 20F: 3 clusters Score -2.016948e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -20170122.000000 Penalty: 5977.326172
	Iteration 21Q: 3 clusters Score -2.017012e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129178 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -20170764.000000 Penalty: 5977.326172
	Iteration 22Q: 3 clusters Score -2.017076e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -20171616.000000 Penalty: 5977.326172
	Iteration 23Q: 3 clusters Score -2.017162e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134201 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -20172520.000000 Penalty: 5977.326172
	Iteration 24Q: 3 clusters Score -2.017252e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136835 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -20173422.000000 Penalty: 5977.326172
	Iteration 25Q: 3 clusters Score -2.017342e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139579 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -20174392.000000 Penalty: 5977.326172
	Iteration 26Q: 3 clusters Score -2.017439e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -20175458.000000 Penalty: 5977.326172
	Iteration 27Q: 3 clusters Score -2.017546e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -20176640.000000 Penalty: 5977.326172
	Iteration 28Q: 3 clusters Score -2.017664e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148258 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -20177794.000000 Penalty: 5977.326172
	Iteration 29Q: 3 clusters Score -2.017779e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -20178782.000000 Penalty: 5977.326172
	Iteration 30Q: 3 clusters Score -2.017878e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -20179974.000000 Penalty: 5977.326172
	Iteration 31Q: 3 clusters Score -2.017997e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -20181122.000000 Penalty: 5977.326172
	Iteration 32Q: 3 clusters Score -2.018112e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -20182110.000000 Penalty: 5977.326172
	Iteration 33Q: 3 clusters Score -2.018211e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161075 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -20182998.000000 Penalty: 5977.326172
	Iteration 34Q: 3 clusters Score -2.0183e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -20183846.000000 Penalty: 5977.326172
	Iteration 35Q: 3 clusters Score -2.018385e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -20184508.000000 Penalty: 5977.326172
	Iteration 36Q: 3 clusters Score -2.018451e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -20185008.000000 Penalty: 5977.326172
	Iteration 37Q: 3 clusters Score -2.018501e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166871 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -20185386.000000 Penalty: 5977.326172
	Iteration 38Q: 3 clusters Score -2.018539e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -20185644.000000 Penalty: 5977.326172
	Iteration 39Q: 3 clusters Score -2.018564e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -20185910.000000 Penalty: 5977.326172
	Iteration 40F: 3 clusters Score -2.018591e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -20186062.000000 Penalty: 5977.326172
	Iteration 41Q: 3 clusters Score -2.018606e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169089 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -20186214.000000 Penalty: 5977.326172
	Iteration 42Q: 3 clusters Score -2.018621e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20186326.000000 Penalty: 5977.326172
	Iteration 43Q: 3 clusters Score -2.018633e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -20186452.000000 Penalty: 5977.326172
	Iteration 44Q: 3 clusters Score -2.018645e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20186502.000000 Penalty: 5977.326172
	Iteration 45Q: 3 clusters Score -2.01865e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20186566.000000 Penalty: 5977.326172
	Iteration 46Q: 3 clusters Score -2.018657e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169985 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20186606.000000 Penalty: 5977.326172
	Iteration 47Q: 3 clusters Score -2.018661e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20186638.000000 Penalty: 5977.326172
	Iteration 48Q: 3 clusters Score -2.018664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20186668.000000 Penalty: 5977.326172
	Iteration 49Q: 3 clusters Score -2.018667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20186720.000000 Penalty: 5977.326172
	Iteration 50Q: 3 clusters Score -2.018672e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -20186730.000000 Penalty: 5977.326172
	Iteration 51Q: 3 clusters Score -2.018673e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170268 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20186752.000000 Penalty: 5977.326172
	Iteration 52Q: 3 clusters Score -2.018675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20186804.000000 Penalty: 5977.326172
	Iteration 53Q: 3 clusters Score -2.01868e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20186818.000000 Penalty: 5977.326172
	Iteration 54Q: 3 clusters Score -2.018682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20186846.000000 Penalty: 5977.326172
	Iteration 55Q: 3 clusters Score -2.018685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20186860.000000 Penalty: 5977.326172
	Iteration 56Q: 3 clusters Score -2.018686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20186862.000000 Penalty: 5977.326172
	Iteration 57Q: 3 clusters Score -2.018686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -20186888.000000 Penalty: 5977.326172
	Iteration 58Q: 3 clusters Score -2.018689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20186888.000000 Penalty: 5977.326172
	Iteration 59Q: 3 clusters Score -2.018689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170399 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20186878.000000 Penalty: 5977.326172
	Iteration 60F: 3 clusters Score -2.018688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170408 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20186888.000000 Penalty: 5977.326172
	Iteration 61Q: 3 clusters Score -2.018689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20186892.000000 Penalty: 5977.326172
	Iteration 62Q: 3 clusters Score -2.018689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170411 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -20186880.000000 Penalty: 5977.326172
	Iteration 63Q: 3 clusters Score -2.018688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170412 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20186896.000000 Penalty: 5977.326172
	Iteration 64Q: 3 clusters Score -2.01869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20186904.000000 Penalty: 5977.326172
	Iteration 65Q: 3 clusters Score -2.01869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170418 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20186898.000000 Penalty: 5977.326172
	Iteration 66Q: 3 clusters Score -2.01869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170421 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20186884.000000 Penalty: 5977.326172
	Iteration 67Q: 3 clusters Score -2.018688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20186876.000000 Penalty: 5977.326172
	Iteration 68Q: 3 clusters Score -2.018688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20186884.000000 Penalty: 5977.326172
	Iteration 69Q: 3 clusters Score -2.018688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -20186892.000000 Penalty: 5977.326172
	Iteration 70Q: 3 clusters Score -2.018689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -20186894.000000 Penalty: 5977.326172
	Iteration 71Q: 3 clusters Score -2.018689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20186894.000000 Penalty: 5977.326172
	Iteration 72Q: 3 clusters Score -2.018689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20186918.000000 Penalty: 5977.326172
	Iteration 73Q: 3 clusters Score -2.018692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20186900.000000 Penalty: 5977.326172
	Iteration 74Q: 3 clusters Score -2.01869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20186890.000000 Penalty: 5977.326172
	Iteration 75Q: 3 clusters Score -2.018689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20186882.000000 Penalty: 5977.326172
	Iteration 76Q: 3 clusters Score -2.018688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -20186898.000000 Penalty: 5977.326172
	Iteration 77Q: 3 clusters Score -2.01869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170456 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20186906.000000 Penalty: 5977.326172
	Iteration 78Q: 3 clusters Score -2.018691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20186902.000000 Penalty: 5977.326172
	Iteration 79Q: 3 clusters Score -2.01869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20186902.000000 Penalty: 5977.326172
	Iteration 80F: 3 clusters Score -2.01869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Entering Unmasked Estep 
Score: -3296268.250000 Penalty: 2539.111328
	Iteration 0F: 2 clusters Score -3296268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3277017.000000 Penalty: 5078.222656
	Iteration 0F: 3 clusters Score -3277017 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3283848.750000 Penalty: 5078.222656
	Iteration 1F: 3 clusters Score -3283849 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3284317.500000 Penalty: 5078.222656
	Iteration 2Q: 3 clusters Score -3284318 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3284715.500000 Penalty: 5078.222656
	Iteration 3Q: 3 clusters Score -3284716 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3285062.500000 Penalty: 5078.222656
	Iteration 4Q: 3 clusters Score -3285062 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3285395.250000 Penalty: 5078.222656
	Iteration 5Q: 3 clusters Score -3285395 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3285759.500000 Penalty: 5078.222656
	Iteration 6Q: 3 clusters Score -3285760 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3286234.250000 Penalty: 5078.222656
	Iteration 7Q: 3 clusters Score -3286234 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3286862.500000 Penalty: 5078.222656
	Iteration 8Q: 3 clusters Score -3286862 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3287722.500000 Penalty: 5078.222656
	Iteration 9F: 3 clusters Score -3287722 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3288854.750000 Penalty: 5078.222656
	Iteration 10F: 3 clusters Score -3288855 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3290141.250000 Penalty: 5078.222656
	Iteration 11F: 3 clusters Score -3290141 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3291410.250000 Penalty: 5078.222656
	Iteration 12F: 3 clusters Score -3291410 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3292390.000000 Penalty: 5078.222656
	Iteration 13Q: 3 clusters Score -3292390 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3293114.250000 Penalty: 5078.222656
	Iteration 14Q: 3 clusters Score -3293114 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3293506.750000 Penalty: 5078.222656
	Iteration 15Q: 3 clusters Score -3293507 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3293735.500000 Penalty: 5078.222656
	Iteration 16Q: 3 clusters Score -3293736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3293856.250000 Penalty: 5078.222656
	Iteration 17Q: 3 clusters Score -3293856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3293950.250000 Penalty: 5078.222656
	Iteration 18Q: 3 clusters Score -3293950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3293993.750000 Penalty: 5078.222656
	Iteration 19Q: 3 clusters Score -3293994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3294024.250000 Penalty: 5078.222656
	Iteration 20F: 3 clusters Score -3294024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3294057.500000 Penalty: 5078.222656
	Iteration 21Q: 3 clusters Score -3294058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3294076.500000 Penalty: 5078.222656
	Iteration 22Q: 3 clusters Score -3294076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3294087.000000 Penalty: 5078.222656
	Iteration 23Q: 3 clusters Score -3294087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3294107.250000 Penalty: 5078.222656
	Iteration 24Q: 3 clusters Score -3294107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3294110.500000 Penalty: 5078.222656
	Iteration 25Q: 3 clusters Score -3294110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3294115.500000 Penalty: 5078.222656
	Iteration 26Q: 3 clusters Score -3294116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3294120.750000 Penalty: 5078.222656
	Iteration 27Q: 3 clusters Score -3294121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3294122.000000 Penalty: 5078.222656
	Iteration 28Q: 3 clusters Score -3294122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3294124.250000 Penalty: 5078.222656
	Iteration 29Q: 3 clusters Score -3294124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3294127.500000 Penalty: 5078.222656
	Iteration 30Q: 3 clusters Score -3294128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3294127.250000 Penalty: 5078.222656
	Iteration 31Q: 3 clusters Score -3294127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3294128.750000 Penalty: 5078.222656
	Iteration 32Q: 3 clusters Score -3294129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3294133.000000 Penalty: 5078.222656
	Iteration 33Q: 3 clusters Score -3294133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3294130.250000 Penalty: 5078.222656
	Iteration 34Q: 3 clusters Score -3294130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3294133.250000 Penalty: 5078.222656
	Iteration 35Q: 3 clusters Score -3294133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3294135.250000 Penalty: 5078.222656
	Iteration 36Q: 3 clusters Score -3294135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3294134.750000 Penalty: 5078.222656
	Iteration 37Q: 3 clusters Score -3294135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3294134.750000 Penalty: 5078.222656
	Iteration 38F: 3 clusters Score -3294135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -221621.250000 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -221621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219029.796875 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -219029.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219473.875000 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -219473.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219614.125000 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -219614.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219680.984375 Penalty: 3752.376465
	Iteration 3Q: 3 clusters Score -219681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219714.109375 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -219714.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219735.171875 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -219735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219745.250000 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -219745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219752.156250 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -219752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219756.203125 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -219756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219760.812500 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -219760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219763.375000 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -219763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219764.109375 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -219764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219764.421875 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -219764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219764.421875 Penalty: 3752.376465
	Iteration 13F: 3 clusters Score -219764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (303269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303269 members 
Entering Unmasked Estep 
Score: -35440292.000000 Penalty: 3130.349121
	Iteration 0F: 2 clusters Score -3.544029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -35241612.000000 Penalty: 6260.698242
	Iteration 0F: 3 clusters Score -3.524161e+07 nChanged 147293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -35328340.000000 Penalty: 6260.698242
	Iteration 1F: 3 clusters Score -3.532834e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151423 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -35329464.000000 Penalty: 6260.698242
	Iteration 2Q: 3 clusters Score -3.532946e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151259 members 
Mstep: Class 2 contains 152010 members 
Entering Unmasked Estep 
Score: -35330964.000000 Penalty: 6260.698242
	Iteration 3Q: 3 clusters Score -3.533096e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -35332904.000000 Penalty: 6260.698242
	Iteration 4Q: 3 clusters Score -3.53329e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150827 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -35335944.000000 Penalty: 6260.698242
	Iteration 5Q: 3 clusters Score -3.533594e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150863 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -35340904.000000 Penalty: 6260.698242
	Iteration 6Q: 3 clusters Score -3.53409e+07 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151220 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -35349516.000000 Penalty: 6260.698242
	Iteration 7Q: 3 clusters Score -3.534952e+07 nChanged 18347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151859 members 
Mstep: Class 2 contains 151410 members 
Entering Unmasked Estep 
Score: -35363484.000000 Penalty: 6260.698242
	Iteration 8F: 3 clusters Score -3.536348e+07 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152930 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -35380308.000000 Penalty: 6260.698242
	Iteration 9F: 3 clusters Score -3.538031e+07 nChanged 19086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -35391492.000000 Penalty: 6260.698242
	Iteration 10F: 3 clusters Score -3.539149e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -35395732.000000 Penalty: 6260.698242
	Iteration 11Q: 3 clusters Score -3.539573e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -35397468.000000 Penalty: 6260.698242
	Iteration 12Q: 3 clusters Score -3.539747e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -35398316.000000 Penalty: 6260.698242
	Iteration 13Q: 3 clusters Score -3.539832e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -35399052.000000 Penalty: 6260.698242
	Iteration 14Q: 3 clusters Score -3.539905e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 139559 members 
Entering Unmasked Estep 
Score: -35399868.000000 Penalty: 6260.698242
	Iteration 15Q: 3 clusters Score -3.539987e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -35400800.000000 Penalty: 6260.698242
	Iteration 16Q: 3 clusters Score -3.54008e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 132388 members 
Entering Unmasked Estep 
Score: -35401880.000000 Penalty: 6260.698242
	Iteration 17Q: 3 clusters Score -3.540188e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -35403216.000000 Penalty: 6260.698242
	Iteration 18Q: 3 clusters Score -3.540322e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180721 members 
Mstep: Class 2 contains 122548 members 
Entering Unmasked Estep 
Score: -35404704.000000 Penalty: 6260.698242
	Iteration 19Q: 3 clusters Score -3.54047e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 116414 members 
Entering Unmasked Estep 
Score: -35406464.000000 Penalty: 6260.698242
	Iteration 20F: 3 clusters Score -3.540646e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193779 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -35408660.000000 Penalty: 6260.698242
	Iteration 21Q: 3 clusters Score -3.540866e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201512 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -35411416.000000 Penalty: 6260.698242
	Iteration 22Q: 3 clusters Score -3.541142e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209923 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -35414396.000000 Penalty: 6260.698242
	Iteration 23Q: 3 clusters Score -3.54144e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218621 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -35417464.000000 Penalty: 6260.698242
	Iteration 24Q: 3 clusters Score -3.541746e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227643 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -35421068.000000 Penalty: 6260.698242
	Iteration 25Q: 3 clusters Score -3.542107e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236010 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -35424028.000000 Penalty: 6260.698242
	Iteration 26Q: 3 clusters Score -3.542403e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243724 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -35426768.000000 Penalty: 6260.698242
	Iteration 27Q: 3 clusters Score -3.542677e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250549 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -35429092.000000 Penalty: 6260.698242
	Iteration 28Q: 3 clusters Score -3.542909e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256525 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -35430912.000000 Penalty: 6260.698242
	Iteration 29Q: 3 clusters Score -3.543091e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261648 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -35432436.000000 Penalty: 6260.698242
	Iteration 30Q: 3 clusters Score -3.543244e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -35433780.000000 Penalty: 6260.698242
	Iteration 31Q: 3 clusters Score -3.543378e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269813 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -35434592.000000 Penalty: 6260.698242
	Iteration 32Q: 3 clusters Score -3.543459e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272949 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -35435144.000000 Penalty: 6260.698242
	Iteration 33Q: 3 clusters Score -3.543514e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275473 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -35435692.000000 Penalty: 6260.698242
	Iteration 34Q: 3 clusters Score -3.543569e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277608 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -35435976.000000 Penalty: 6260.698242
	Iteration 35Q: 3 clusters Score -3.543598e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279382 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -35436120.000000 Penalty: 6260.698242
	Iteration 36Q: 3 clusters Score -3.543612e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280893 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -35436332.000000 Penalty: 6260.698242
	Iteration 37Q: 3 clusters Score -3.543633e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282164 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -35436540.000000 Penalty: 6260.698242
	Iteration 38Q: 3 clusters Score -3.543654e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283243 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -35436628.000000 Penalty: 6260.698242
	Iteration 39Q: 3 clusters Score -3.543663e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284139 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -35437316.000000 Penalty: 6260.698242
	Iteration 40F: 3 clusters Score -3.543732e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285833 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -35437884.000000 Penalty: 6260.698242
	Iteration 41Q: 3 clusters Score -3.543788e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287324 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -35438232.000000 Penalty: 6260.698242
	Iteration 42Q: 3 clusters Score -3.543823e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288593 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -35438324.000000 Penalty: 6260.698242
	Iteration 43Q: 3 clusters Score -3.543832e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289677 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -35438472.000000 Penalty: 6260.698242
	Iteration 44Q: 3 clusters Score -3.543847e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290686 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -35438492.000000 Penalty: 6260.698242
	Iteration 45Q: 3 clusters Score -3.543849e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291540 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -35438452.000000 Penalty: 6260.698242
	Iteration 46Q: 3 clusters Score -3.543845e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292249 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -35438412.000000 Penalty: 6260.698242
	Iteration 47Q: 3 clusters Score -3.543841e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292901 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -35438412.000000 Penalty: 6260.698242
	Iteration 48Q: 3 clusters Score -3.543841e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293510 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -35438524.000000 Penalty: 6260.698242
	Iteration 49Q: 3 clusters Score -3.543852e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294068 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -35438604.000000 Penalty: 6260.698242
	Iteration 50Q: 3 clusters Score -3.54386e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294580 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -35438496.000000 Penalty: 6260.698242
	Iteration 51Q: 3 clusters Score -3.54385e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295004 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -35438412.000000 Penalty: 6260.698242
	Iteration 52Q: 3 clusters Score -3.543841e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295400 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -35438464.000000 Penalty: 6260.698242
	Iteration 53Q: 3 clusters Score -3.543846e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295755 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 54Q: 3 clusters Score -3.54385e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296057 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -35438612.000000 Penalty: 6260.698242
	Iteration 55Q: 3 clusters Score -3.543861e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296335 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -35438580.000000 Penalty: 6260.698242
	Iteration 56Q: 3 clusters Score -3.543858e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296585 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 57Q: 3 clusters Score -3.543851e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296823 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 58Q: 3 clusters Score -3.543852e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297066 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -35438504.000000 Penalty: 6260.698242
	Iteration 59Q: 3 clusters Score -3.54385e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297253 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 60F: 3 clusters Score -3.543855e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297415 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 61Q: 3 clusters Score -3.543855e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297578 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -35438488.000000 Penalty: 6260.698242
	Iteration 62Q: 3 clusters Score -3.543849e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297740 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -35438496.000000 Penalty: 6260.698242
	Iteration 63Q: 3 clusters Score -3.54385e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297873 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -35438556.000000 Penalty: 6260.698242
	Iteration 64Q: 3 clusters Score -3.543856e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297984 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -35438560.000000 Penalty: 6260.698242
	Iteration 65Q: 3 clusters Score -3.543856e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298104 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -35438600.000000 Penalty: 6260.698242
	Iteration 66Q: 3 clusters Score -3.54386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298203 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -35438568.000000 Penalty: 6260.698242
	Iteration 67Q: 3 clusters Score -3.543857e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298312 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -35438628.000000 Penalty: 6260.698242
	Iteration 68Q: 3 clusters Score -3.543863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298413 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -35438644.000000 Penalty: 6260.698242
	Iteration 69Q: 3 clusters Score -3.543864e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298496 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -35438620.000000 Penalty: 6260.698242
	Iteration 70Q: 3 clusters Score -3.543862e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298573 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -35438616.000000 Penalty: 6260.698242
	Iteration 71Q: 3 clusters Score -3.543862e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298646 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -35438632.000000 Penalty: 6260.698242
	Iteration 72Q: 3 clusters Score -3.543863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298727 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -35438612.000000 Penalty: 6260.698242
	Iteration 73Q: 3 clusters Score -3.543861e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298806 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -35438588.000000 Penalty: 6260.698242
	Iteration 74Q: 3 clusters Score -3.543859e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298894 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -35438560.000000 Penalty: 6260.698242
	Iteration 75Q: 3 clusters Score -3.543856e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298979 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -35438568.000000 Penalty: 6260.698242
	Iteration 76Q: 3 clusters Score -3.543857e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299053 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -35438588.000000 Penalty: 6260.698242
	Iteration 77Q: 3 clusters Score -3.543859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299116 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -35438592.000000 Penalty: 6260.698242
	Iteration 78Q: 3 clusters Score -3.543859e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299168 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -35438568.000000 Penalty: 6260.698242
	Iteration 79Q: 3 clusters Score -3.543857e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299212 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -35438564.000000 Penalty: 6260.698242
	Iteration 80F: 3 clusters Score -3.543856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299255 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -35438544.000000 Penalty: 6260.698242
	Iteration 81Q: 3 clusters Score -3.543854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299289 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 82Q: 3 clusters Score -3.543855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299316 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 83Q: 3 clusters Score -3.543855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299337 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -35438560.000000 Penalty: 6260.698242
	Iteration 84Q: 3 clusters Score -3.543856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299355 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -35438568.000000 Penalty: 6260.698242
	Iteration 85Q: 3 clusters Score -3.543857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299370 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 86Q: 3 clusters Score -3.543855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299388 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 87Q: 3 clusters Score -3.543855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299405 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 88Q: 3 clusters Score -3.543855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299426 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -35438524.000000 Penalty: 6260.698242
	Iteration 89Q: 3 clusters Score -3.543852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299445 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 90Q: 3 clusters Score -3.543852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299463 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 91Q: 3 clusters Score -3.543851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299473 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -35438544.000000 Penalty: 6260.698242
	Iteration 92Q: 3 clusters Score -3.543854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299490 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -35438540.000000 Penalty: 6260.698242
	Iteration 93Q: 3 clusters Score -3.543854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299502 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -35438564.000000 Penalty: 6260.698242
	Iteration 94Q: 3 clusters Score -3.543856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299511 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -35438532.000000 Penalty: 6260.698242
	Iteration 95Q: 3 clusters Score -3.543853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299520 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 96Q: 3 clusters Score -3.543852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299531 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -35438532.000000 Penalty: 6260.698242
	Iteration 97Q: 3 clusters Score -3.543853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299545 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -35438516.000000 Penalty: 6260.698242
	Iteration 98Q: 3 clusters Score -3.543852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299555 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -35438540.000000 Penalty: 6260.698242
	Iteration 99Q: 3 clusters Score -3.543854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299570 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -35438516.000000 Penalty: 6260.698242
	Iteration 100F: 3 clusters Score -3.543852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299580 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 101Q: 3 clusters Score -3.543852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299599 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 102Q: 3 clusters Score -3.543852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299623 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -35438544.000000 Penalty: 6260.698242
	Iteration 103Q: 3 clusters Score -3.543854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299649 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -35438528.000000 Penalty: 6260.698242
	Iteration 104Q: 3 clusters Score -3.543853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299669 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -35438564.000000 Penalty: 6260.698242
	Iteration 105Q: 3 clusters Score -3.543856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299688 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -35438540.000000 Penalty: 6260.698242
	Iteration 106Q: 3 clusters Score -3.543854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299709 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 107Q: 3 clusters Score -3.543851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299728 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 108Q: 3 clusters Score -3.543852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299748 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 109Q: 3 clusters Score -3.54385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299764 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -35438480.000000 Penalty: 6260.698242
	Iteration 110Q: 3 clusters Score -3.543848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299771 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -35438484.000000 Penalty: 6260.698242
	Iteration 111Q: 3 clusters Score -3.543848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299779 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 112Q: 3 clusters Score -3.543851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299787 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 113Q: 3 clusters Score -3.54385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299794 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 114Q: 3 clusters Score -3.54385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299798 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -35438492.000000 Penalty: 6260.698242
	Iteration 115Q: 3 clusters Score -3.543849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299800 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -35438484.000000 Penalty: 6260.698242
	Iteration 116Q: 3 clusters Score -3.543848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299804 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -35438540.000000 Penalty: 6260.698242
	Iteration 117Q: 3 clusters Score -3.543854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299807 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -35438532.000000 Penalty: 6260.698242
	Iteration 118Q: 3 clusters Score -3.543853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299812 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 119Q: 3 clusters Score -3.543852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299817 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -35438516.000000 Penalty: 6260.698242
	Iteration 120F: 3 clusters Score -3.543852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299824 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 121Q: 3 clusters Score -3.54385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299837 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 122Q: 3 clusters Score -3.54385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299844 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -35438492.000000 Penalty: 6260.698242
	Iteration 123Q: 3 clusters Score -3.543849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299852 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -35438496.000000 Penalty: 6260.698242
	Iteration 124Q: 3 clusters Score -3.54385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299858 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 125Q: 3 clusters Score -3.543851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299862 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -35438508.000000 Penalty: 6260.698242
	Iteration 126Q: 3 clusters Score -3.543851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299867 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -35438508.000000 Penalty: 6260.698242
	Iteration 127Q: 3 clusters Score -3.543851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299866 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -35438516.000000 Penalty: 6260.698242
	Iteration 128Q: 3 clusters Score -3.543852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299867 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 129Q: 3 clusters Score -3.543852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299869 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 130Q: 3 clusters Score -3.54385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299871 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -35438496.000000 Penalty: 6260.698242
	Iteration 131Q: 3 clusters Score -3.54385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299876 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -35438508.000000 Penalty: 6260.698242
	Iteration 132Q: 3 clusters Score -3.543851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299880 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -35438516.000000 Penalty: 6260.698242
	Iteration 133Q: 3 clusters Score -3.543852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299883 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 134Q: 3 clusters Score -3.54385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299889 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -35438504.000000 Penalty: 6260.698242
	Iteration 135Q: 3 clusters Score -3.54385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299895 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 136Q: 3 clusters Score -3.54385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299905 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 137Q: 3 clusters Score -3.543852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299915 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -35438500.000000 Penalty: 6260.698242
	Iteration 138Q: 3 clusters Score -3.54385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299922 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 139Q: 3 clusters Score -3.543851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299934 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -35438532.000000 Penalty: 6260.698242
	Iteration 140F: 3 clusters Score -3.543853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299944 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 141Q: 3 clusters Score -3.543852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299953 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -35438508.000000 Penalty: 6260.698242
	Iteration 142Q: 3 clusters Score -3.543851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299960 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -35438536.000000 Penalty: 6260.698242
	Iteration 143Q: 3 clusters Score -3.543854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299964 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -35438536.000000 Penalty: 6260.698242
	Iteration 144Q: 3 clusters Score -3.543854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299968 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -35438532.000000 Penalty: 6260.698242
	Iteration 145Q: 3 clusters Score -3.543853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299972 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 146Q: 3 clusters Score -3.543851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299979 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -35438536.000000 Penalty: 6260.698242
	Iteration 147Q: 3 clusters Score -3.543854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299984 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -35438548.000000 Penalty: 6260.698242
	Iteration 148Q: 3 clusters Score -3.543855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299993 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -35438520.000000 Penalty: 6260.698242
	Iteration 149Q: 3 clusters Score -3.543852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300001 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -35438528.000000 Penalty: 6260.698242
	Iteration 150Q: 3 clusters Score -3.543853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300009 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -35438532.000000 Penalty: 6260.698242
	Iteration 151Q: 3 clusters Score -3.543853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300019 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -35438504.000000 Penalty: 6260.698242
	Iteration 152Q: 3 clusters Score -3.54385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300025 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -35438504.000000 Penalty: 6260.698242
	Iteration 153Q: 3 clusters Score -3.54385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300032 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -35438492.000000 Penalty: 6260.698242
	Iteration 154Q: 3 clusters Score -3.543849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300035 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -35438508.000000 Penalty: 6260.698242
	Iteration 155Q: 3 clusters Score -3.543851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300045 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -35438512.000000 Penalty: 6260.698242
	Iteration 156Q: 3 clusters Score -3.543851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300057 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -35438480.000000 Penalty: 6260.698242
	Iteration 157Q: 3 clusters Score -3.543848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300063 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -35438460.000000 Penalty: 6260.698242
	Iteration 158Q: 3 clusters Score -3.543846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300069 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -35438476.000000 Penalty: 6260.698242
	Iteration 159Q: 3 clusters Score -3.543848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300074 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -35438488.000000 Penalty: 6260.698242
	Iteration 160F: 3 clusters Score -3.543849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300075 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -35438472.000000 Penalty: 6260.698242
	Iteration 161Q: 3 clusters Score -3.543847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300075 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -35438472.000000 Penalty: 6260.698242
	Iteration 162F: 3 clusters Score -3.543847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -98907.578125 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -98907.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96986.898438 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -96986.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97496.000000 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -97496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97798.164062 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -97798.16 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98062.242188 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -98062.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98247.992188 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -98247.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98368.242188 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -98368.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98435.445312 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -98435.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98506.468750 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -98506.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98547.093750 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -98547.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98574.757812 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -98574.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98596.265625 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -98596.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98609.515625 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -98609.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98632.265625 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -98632.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98643.664062 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -98643.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98652.023438 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -98652.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98657.093750 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -98657.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98660.648438 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -98660.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98666.632812 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -98666.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98675.031250 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -98675.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98681.492188 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -98681.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98694.484375 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -98694.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98705.968750 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -98705.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98715.640625 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -98715.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98726.296875 Penalty: 3431.181885
	Iteration 23Q: 3 clusters Score -98726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98729.960938 Penalty: 3431.181885
	Iteration 24Q: 3 clusters Score -98729.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98733.796875 Penalty: 3431.181885
	Iteration 25Q: 3 clusters Score -98733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98735.539062 Penalty: 3431.181885
	Iteration 26Q: 3 clusters Score -98735.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98739.468750 Penalty: 3431.181885
	Iteration 27Q: 3 clusters Score -98739.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98740.976562 Penalty: 3431.181885
	Iteration 28Q: 3 clusters Score -98740.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98741.843750 Penalty: 3431.181885
	Iteration 29Q: 3 clusters Score -98741.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98745.742188 Penalty: 3431.181885
	Iteration 30Q: 3 clusters Score -98745.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98749.250000 Penalty: 3431.181885
	Iteration 31Q: 3 clusters Score -98749.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98751.960938 Penalty: 3431.181885
	Iteration 32Q: 3 clusters Score -98751.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98752.773438 Penalty: 3431.181885
	Iteration 33Q: 3 clusters Score -98752.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98753.468750 Penalty: 3431.181885
	Iteration 34Q: 3 clusters Score -98753.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98754.671875 Penalty: 3431.181885
	Iteration 35Q: 3 clusters Score -98754.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98756.914062 Penalty: 3431.181885
	Iteration 36Q: 3 clusters Score -98756.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98756.914062 Penalty: 3431.181885
	Iteration 37F: 3 clusters Score -98756.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -759057.562500 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -759057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -753586.125000 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -753586.1 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -755021.500000 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -755021.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -755239.687500 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -755239.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -755377.812500 Penalty: 4350.137695
	Iteration 3Q: 3 clusters Score -755377.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -755463.187500 Penalty: 4350.137695
	Iteration 4Q: 3 clusters Score -755463.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -755528.000000 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -755528 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -755584.250000 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -755584.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -755620.562500 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -755620.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -755644.437500 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -755644.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -755664.375000 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -755664.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -755685.562500 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -755685.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -755700.562500 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -755700.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -755715.312500 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -755715.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -755725.375000 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -755725.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -755731.937500 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -755731.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -755737.312500 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -755737.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -755743.562500 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -755743.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -755747.437500 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -755747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -755752.687500 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -755752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -755757.625000 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -755757.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -755763.625000 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -755763.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -755772.250000 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -755772.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -755781.937500 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -755781.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -755790.687500 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -755790.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -755799.187500 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -755799.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -755806.812500 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -755806.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -755815.625000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -755815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -755823.187500 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -755823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -755827.812500 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -755827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -755835.375000 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -755835.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -755846.375000 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -755846.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -755851.937500 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -755851.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -755862.437500 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -755862.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -755873.062500 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -755873.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -755883.250000 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -755883.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -755890.625000 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -755890.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -755902.875000 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -755902.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -755912.312500 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -755912.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -755930.500000 Penalty: 4350.137695
	Iteration 38Q: 3 clusters Score -755930.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -755946.687500 Penalty: 4350.137695
	Iteration 39Q: 3 clusters Score -755946.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -755966.625000 Penalty: 4350.137695
	Iteration 40F: 3 clusters Score -755966.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -755994.062500 Penalty: 4350.137695
	Iteration 41Q: 3 clusters Score -755994.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -756028.625000 Penalty: 4350.137695
	Iteration 42Q: 3 clusters Score -756028.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -756069.875000 Penalty: 4350.137695
	Iteration 43Q: 3 clusters Score -756069.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -756120.375000 Penalty: 4350.137695
	Iteration 44Q: 3 clusters Score -756120.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -756175.250000 Penalty: 4350.137695
	Iteration 45Q: 3 clusters Score -756175.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -756239.937500 Penalty: 4350.137695
	Iteration 46Q: 3 clusters Score -756239.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -756317.437500 Penalty: 4350.137695
	Iteration 47Q: 3 clusters Score -756317.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -756404.437500 Penalty: 4350.137695
	Iteration 48Q: 3 clusters Score -756404.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -756482.750000 Penalty: 4350.137695
	Iteration 49Q: 3 clusters Score -756482.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -756568.375000 Penalty: 4350.137695
	Iteration 50Q: 3 clusters Score -756568.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -756656.250000 Penalty: 4350.137695
	Iteration 51Q: 3 clusters Score -756656.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -756743.312500 Penalty: 4350.137695
	Iteration 52Q: 3 clusters Score -756743.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -756843.000000 Penalty: 4350.137695
	Iteration 53Q: 3 clusters Score -756843 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -756948.875000 Penalty: 4350.137695
	Iteration 54Q: 3 clusters Score -756948.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -757030.437500 Penalty: 4350.137695
	Iteration 55Q: 3 clusters Score -757030.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -757100.937500 Penalty: 4350.137695
	Iteration 56Q: 3 clusters Score -757100.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -757145.750000 Penalty: 4350.137695
	Iteration 57Q: 3 clusters Score -757145.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -757173.500000 Penalty: 4350.137695
	Iteration 58Q: 3 clusters Score -757173.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -757190.312500 Penalty: 4350.137695
	Iteration 59Q: 3 clusters Score -757190.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -757201.375000 Penalty: 4350.137695
	Iteration 60F: 3 clusters Score -757201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -757211.687500 Penalty: 4350.137695
	Iteration 61Q: 3 clusters Score -757211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -757222.625000 Penalty: 4350.137695
	Iteration 62Q: 3 clusters Score -757222.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -757226.312500 Penalty: 4350.137695
	Iteration 63Q: 3 clusters Score -757226.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -757230.937500 Penalty: 4350.137695
	Iteration 64Q: 3 clusters Score -757230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -757233.125000 Penalty: 4350.137695
	Iteration 65Q: 3 clusters Score -757233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -757238.125000 Penalty: 4350.137695
	Iteration 66Q: 3 clusters Score -757238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -757240.750000 Penalty: 4350.137695
	Iteration 67Q: 3 clusters Score -757240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -757243.875000 Penalty: 4350.137695
	Iteration 68Q: 3 clusters Score -757243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -757246.375000 Penalty: 4350.137695
	Iteration 69Q: 3 clusters Score -757246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -757248.687500 Penalty: 4350.137695
	Iteration 70Q: 3 clusters Score -757248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -757250.437500 Penalty: 4350.137695
	Iteration 71Q: 3 clusters Score -757250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -757253.187500 Penalty: 4350.137695
	Iteration 72Q: 3 clusters Score -757253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -757256.687500 Penalty: 4350.137695
	Iteration 73Q: 3 clusters Score -757256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -757255.125000 Penalty: 4350.137695
	Iteration 74Q: 3 clusters Score -757255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -757255.125000 Penalty: 4350.137695
	Iteration 75F: 3 clusters Score -757255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153691 members 
Entering Unmasked Estep 
Score: -18004216.000000 Penalty: 2961.789551
	Iteration 0F: 2 clusters Score -1.800422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -17901460.000000 Penalty: 5923.579102
	Iteration 0F: 3 clusters Score -1.790146e+07 nChanged 73455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -17943560.000000 Penalty: 5923.579102
	Iteration 1F: 3 clusters Score -1.794356e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -17945264.000000 Penalty: 5923.579102
	Iteration 2Q: 3 clusters Score -1.794526e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -17948358.000000 Penalty: 5923.579102
	Iteration 3Q: 3 clusters Score -1.794836e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -17953694.000000 Penalty: 5923.579102
	Iteration 4F: 3 clusters Score -1.795369e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -17962178.000000 Penalty: 5923.579102
	Iteration 5F: 3 clusters Score -1.796218e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -17972972.000000 Penalty: 5923.579102
	Iteration 6F: 3 clusters Score -1.797297e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 133325 members 
Entering Unmasked Estep 
Score: -17983918.000000 Penalty: 5923.579102
	Iteration 7F: 3 clusters Score -1.798392e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -17992324.000000 Penalty: 5923.579102
	Iteration 8F: 3 clusters Score -1.799232e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 148036 members 
Entering Unmasked Estep 
Score: -17997264.000000 Penalty: 5923.579102
	Iteration 9Q: 3 clusters Score -1.799726e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -17999550.000000 Penalty: 5923.579102
	Iteration 10Q: 3 clusters Score -1.799955e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -18000596.000000 Penalty: 5923.579102
	Iteration 11Q: 3 clusters Score -1.80006e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -18001054.000000 Penalty: 5923.579102
	Iteration 12Q: 3 clusters Score -1.800105e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -18001280.000000 Penalty: 5923.579102
	Iteration 13Q: 3 clusters Score -1.800128e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -18001404.000000 Penalty: 5923.579102
	Iteration 14Q: 3 clusters Score -1.80014e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -18001488.000000 Penalty: 5923.579102
	Iteration 15Q: 3 clusters Score -1.800149e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -18001570.000000 Penalty: 5923.579102
	Iteration 16Q: 3 clusters Score -1.800157e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 153129 members 
Entering Unmasked Estep 
Score: -18001616.000000 Penalty: 5923.579102
	Iteration 17Q: 3 clusters Score -1.800162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -18001654.000000 Penalty: 5923.579102
	Iteration 18Q: 3 clusters Score -1.800165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -18001668.000000 Penalty: 5923.579102
	Iteration 19Q: 3 clusters Score -1.800167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 153158 members 
Entering Unmasked Estep 
Score: -18001696.000000 Penalty: 5923.579102
	Iteration 20F: 3 clusters Score -1.80017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5923.579102
	Iteration 21Q: 3 clusters Score -1.80017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -18001708.000000 Penalty: 5923.579102
	Iteration 22Q: 3 clusters Score -1.800171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -18001708.000000 Penalty: 5923.579102
	Iteration 23Q: 3 clusters Score -1.800171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -18001710.000000 Penalty: 5923.579102
	Iteration 24Q: 3 clusters Score -1.800171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -18001722.000000 Penalty: 5923.579102
	Iteration 25Q: 3 clusters Score -1.800172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -18001724.000000 Penalty: 5923.579102
	Iteration 26Q: 3 clusters Score -1.800172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -18001742.000000 Penalty: 5923.579102
	Iteration 27Q: 3 clusters Score -1.800174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -18001746.000000 Penalty: 5923.579102
	Iteration 28Q: 3 clusters Score -1.800175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 153194 members 
Entering Unmasked Estep 
Score: -18001752.000000 Penalty: 5923.579102
	Iteration 29Q: 3 clusters Score -1.800175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153197 members 
Entering Unmasked Estep 
Score: -18001756.000000 Penalty: 5923.579102
	Iteration 30Q: 3 clusters Score -1.800176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 153197 members 
Entering Unmasked Estep 
Score: -18001752.000000 Penalty: 5923.579102
	Iteration 31Q: 3 clusters Score -1.800175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 153198 members 
Entering Unmasked Estep 
Score: -18001748.000000 Penalty: 5923.579102
	Iteration 32Q: 3 clusters Score -1.800175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -18001752.000000 Penalty: 5923.579102
	Iteration 33Q: 3 clusters Score -1.800175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -18001748.000000 Penalty: 5923.579102
	Iteration 34Q: 3 clusters Score -1.800175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -18001756.000000 Penalty: 5923.579102
	Iteration 35Q: 3 clusters Score -1.800176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -18001762.000000 Penalty: 5923.579102
	Iteration 36Q: 3 clusters Score -1.800176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -18001762.000000 Penalty: 5923.579102
	Iteration 37F: 3 clusters Score -1.800176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Entering Unmasked Estep 
Score: -9697150.000000 Penalty: 2805.338623
	Iteration 0F: 2 clusters Score -9697150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -9642288.000000 Penalty: 5610.677246
	Iteration 0F: 3 clusters Score -9642288 nChanged 38455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -9663728.000000 Penalty: 5610.677246
	Iteration 1F: 3 clusters Score -9663728 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -9664211.000000 Penalty: 5610.677246
	Iteration 2Q: 3 clusters Score -9664211 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -9664731.000000 Penalty: 5610.677246
	Iteration 3Q: 3 clusters Score -9664731 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -9665132.000000 Penalty: 5610.677246
	Iteration 4Q: 3 clusters Score -9665132 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -9665526.000000 Penalty: 5610.677246
	Iteration 5Q: 3 clusters Score -9665526 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -9665932.000000 Penalty: 5610.677246
	Iteration 6Q: 3 clusters Score -9665932 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -9666457.000000 Penalty: 5610.677246
	Iteration 7Q: 3 clusters Score -9666457 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -9667037.000000 Penalty: 5610.677246
	Iteration 8Q: 3 clusters Score -9667037 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -9668069.000000 Penalty: 5610.677246
	Iteration 9Q: 3 clusters Score -9668069 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -9669718.000000 Penalty: 5610.677246
	Iteration 10Q: 3 clusters Score -9669718 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -9672684.000000 Penalty: 5610.677246
	Iteration 11F: 3 clusters Score -9672684 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -9677454.000000 Penalty: 5610.677246
	Iteration 12F: 3 clusters Score -9677454 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -9683653.000000 Penalty: 5610.677246
	Iteration 13F: 3 clusters Score -9683653 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -9689052.000000 Penalty: 5610.677246
	Iteration 14F: 3 clusters Score -9689052 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -9692402.000000 Penalty: 5610.677246
	Iteration 15Q: 3 clusters Score -9692402 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -9693642.000000 Penalty: 5610.677246
	Iteration 16Q: 3 clusters Score -9693642 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -9694161.000000 Penalty: 5610.677246
	Iteration 17Q: 3 clusters Score -9694161 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -9694407.000000 Penalty: 5610.677246
	Iteration 18Q: 3 clusters Score -9694407 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9694569.000000 Penalty: 5610.677246
	Iteration 19Q: 3 clusters Score -9694569 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -9694703.000000 Penalty: 5610.677246
	Iteration 20F: 3 clusters Score -9694703 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -9694786.000000 Penalty: 5610.677246
	Iteration 21Q: 3 clusters Score -9694786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9694838.000000 Penalty: 5610.677246
	Iteration 22Q: 3 clusters Score -9694838 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -9694928.000000 Penalty: 5610.677246
	Iteration 23Q: 3 clusters Score -9694928 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9694966.000000 Penalty: 5610.677246
	Iteration 24Q: 3 clusters Score -9694966 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9694996.000000 Penalty: 5610.677246
	Iteration 25Q: 3 clusters Score -9694996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9695025.000000 Penalty: 5610.677246
	Iteration 26Q: 3 clusters Score -9695025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9695053.000000 Penalty: 5610.677246
	Iteration 27Q: 3 clusters Score -9695053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9695070.000000 Penalty: 5610.677246
	Iteration 28Q: 3 clusters Score -9695070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9695087.000000 Penalty: 5610.677246
	Iteration 29Q: 3 clusters Score -9695087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9695069.000000 Penalty: 5610.677246
	Iteration 30Q: 3 clusters Score -9695069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9695093.000000 Penalty: 5610.677246
	Iteration 31Q: 3 clusters Score -9695093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9695089.000000 Penalty: 5610.677246
	Iteration 32Q: 3 clusters Score -9695089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9695102.000000 Penalty: 5610.677246
	Iteration 33Q: 3 clusters Score -9695102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9695111.000000 Penalty: 5610.677246
	Iteration 34Q: 3 clusters Score -9695111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9695104.000000 Penalty: 5610.677246
	Iteration 35Q: 3 clusters Score -9695104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9695115.000000 Penalty: 5610.677246
	Iteration 36Q: 3 clusters Score -9695115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9695122.000000 Penalty: 5610.677246
	Iteration 37Q: 3 clusters Score -9695122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9695127.000000 Penalty: 5610.677246
	Iteration 38Q: 3 clusters Score -9695127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9695124.000000 Penalty: 5610.677246
	Iteration 39Q: 3 clusters Score -9695124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9695138.000000 Penalty: 5610.677246
	Iteration 40F: 3 clusters Score -9695138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9695170.000000 Penalty: 5610.677246
	Iteration 41Q: 3 clusters Score -9695170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9695179.000000 Penalty: 5610.677246
	Iteration 42Q: 3 clusters Score -9695179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9695196.000000 Penalty: 5610.677246
	Iteration 43Q: 3 clusters Score -9695196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9695198.000000 Penalty: 5610.677246
	Iteration 44Q: 3 clusters Score -9695198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9695205.000000 Penalty: 5610.677246
	Iteration 45Q: 3 clusters Score -9695205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9695209.000000 Penalty: 5610.677246
	Iteration 46Q: 3 clusters Score -9695209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9695215.000000 Penalty: 5610.677246
	Iteration 47Q: 3 clusters Score -9695215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9695225.000000 Penalty: 5610.677246
	Iteration 48Q: 3 clusters Score -9695225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9695230.000000 Penalty: 5610.677246
	Iteration 49Q: 3 clusters Score -9695230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9695231.000000 Penalty: 5610.677246
	Iteration 50Q: 3 clusters Score -9695231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9695237.000000 Penalty: 5610.677246
	Iteration 51Q: 3 clusters Score -9695237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9695237.000000 Penalty: 5610.677246
	Iteration 52Q: 3 clusters Score -9695237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9695237.000000 Penalty: 5610.677246
	Iteration 53Q: 3 clusters Score -9695237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9695244.000000 Penalty: 5610.677246
	Iteration 54Q: 3 clusters Score -9695244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9695234.000000 Penalty: 5610.677246
	Iteration 55Q: 3 clusters Score -9695234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9695242.000000 Penalty: 5610.677246
	Iteration 56Q: 3 clusters Score -9695242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9695245.000000 Penalty: 5610.677246
	Iteration 57Q: 3 clusters Score -9695245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9695238.000000 Penalty: 5610.677246
	Iteration 58Q: 3 clusters Score -9695238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9695240.000000 Penalty: 5610.677246
	Iteration 59Q: 3 clusters Score -9695240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9695244.000000 Penalty: 5610.677246
	Iteration 60F: 3 clusters Score -9695244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9695247.000000 Penalty: 5610.677246
	Iteration 61Q: 3 clusters Score -9695247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9695253.000000 Penalty: 5610.677246
	Iteration 62Q: 3 clusters Score -9695253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9695253.000000 Penalty: 5610.677246
	Iteration 63Q: 3 clusters Score -9695253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9695253.000000 Penalty: 5610.677246
	Iteration 64F: 3 clusters Score -9695253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Entering Unmasked Estep 
Score: -8805557.000000 Penalty: 2791.441406
	Iteration 0F: 2 clusters Score -8805557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -8753884.000000 Penalty: 5582.882812
	Iteration 0F: 3 clusters Score -8753884 nChanged 36104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8774023.000000 Penalty: 5582.882812
	Iteration 1F: 3 clusters Score -8774023 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8774852.000000 Penalty: 5582.882812
	Iteration 2Q: 3 clusters Score -8774852 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -8775945.000000 Penalty: 5582.882812
	Iteration 3Q: 3 clusters Score -8775945 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -8777941.000000 Penalty: 5582.882812
	Iteration 4F: 3 clusters Score -8777941 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -8781367.000000 Penalty: 5582.882812
	Iteration 5F: 3 clusters Score -8781367 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -8786954.000000 Penalty: 5582.882812
	Iteration 6F: 3 clusters Score -8786954 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -8793998.000000 Penalty: 5582.882812
	Iteration 7F: 3 clusters Score -8793998 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8799408.000000 Penalty: 5582.882812
	Iteration 8F: 3 clusters Score -8799408 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8801900.000000 Penalty: 5582.882812
	Iteration 9Q: 3 clusters Score -8801900 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8802677.000000 Penalty: 5582.882812
	Iteration 10Q: 3 clusters Score -8802677 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8802945.000000 Penalty: 5582.882812
	Iteration 11Q: 3 clusters Score -8802945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8803055.000000 Penalty: 5582.882812
	Iteration 12Q: 3 clusters Score -8803055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8803108.000000 Penalty: 5582.882812
	Iteration 13Q: 3 clusters Score -8803108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8803128.000000 Penalty: 5582.882812
	Iteration 14Q: 3 clusters Score -8803128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8803140.000000 Penalty: 5582.882812
	Iteration 15Q: 3 clusters Score -8803140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8803139.000000 Penalty: 5582.882812
	Iteration 16Q: 3 clusters Score -8803139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8803152.000000 Penalty: 5582.882812
	Iteration 17Q: 3 clusters Score -8803152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8803151.000000 Penalty: 5582.882812
	Iteration 18Q: 3 clusters Score -8803151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8803164.000000 Penalty: 5582.882812
	Iteration 19Q: 3 clusters Score -8803164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8803164.000000 Penalty: 5582.882812
	Iteration 20F: 3 clusters Score -8803164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -654877.187500 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -654877.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -649713.875000 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -649713.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -651154.750000 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -651154.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -651526.125000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -651526.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -651797.250000 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -651797.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -651996.937500 Penalty: 4320.548828
	Iteration 4Q: 3 clusters Score -651996.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -652230.312500 Penalty: 4320.548828
	Iteration 5Q: 3 clusters Score -652230.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -652502.750000 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -652502.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -652706.750000 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -652706.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -652832.625000 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -652832.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -652912.187500 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -652912.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -652970.937500 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -652970.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -653010.312500 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -653010.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -653042.437500 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -653042.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -653061.625000 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -653061.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -653075.875000 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -653075.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -653089.687500 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -653089.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -653099.000000 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -653099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -653110.750000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -653110.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -653119.062500 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -653119.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -653128.875000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -653128.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -653139.375000 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -653139.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -653158.375000 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -653158.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -653192.687500 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -653192.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -653249.000000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -653249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -653318.437500 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -653318.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -653389.937500 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -653389.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -653453.250000 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -653453.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -653509.000000 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -653509 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -653545.312500 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -653545.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -653571.250000 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -653571.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -653592.250000 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -653592.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -653611.250000 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -653611.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -653621.375000 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -653621.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -653634.125000 Penalty: 4320.548828
	Iteration 33Q: 3 clusters Score -653634.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -653644.000000 Penalty: 4320.548828
	Iteration 34Q: 3 clusters Score -653644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -653648.500000 Penalty: 4320.548828
	Iteration 35Q: 3 clusters Score -653648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -653651.812500 Penalty: 4320.548828
	Iteration 36Q: 3 clusters Score -653651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -653653.812500 Penalty: 4320.548828
	Iteration 37Q: 3 clusters Score -653653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -653654.500000 Penalty: 4320.548828
	Iteration 38Q: 3 clusters Score -653654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -653654.312500 Penalty: 4320.548828
	Iteration 39Q: 3 clusters Score -653654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -653657.625000 Penalty: 4320.548828
	Iteration 40F: 3 clusters Score -653657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -653659.687500 Penalty: 4320.548828
	Iteration 41Q: 3 clusters Score -653659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -653659.875000 Penalty: 4320.548828
	Iteration 42Q: 3 clusters Score -653659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -653661.312500 Penalty: 4320.548828
	Iteration 43Q: 3 clusters Score -653661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -653663.500000 Penalty: 4320.548828
	Iteration 44Q: 3 clusters Score -653663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -653664.250000 Penalty: 4320.548828
	Iteration 45Q: 3 clusters Score -653664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -653664.312500 Penalty: 4320.548828
	Iteration 46Q: 3 clusters Score -653664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -653665.000000 Penalty: 4320.548828
	Iteration 47Q: 3 clusters Score -653665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -653665.000000 Penalty: 4320.548828
	Iteration 48F: 3 clusters Score -653665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -147958.734375 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -147958.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145798.703125 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -145798.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146134.359375 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -146134.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -146312.906250 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -146312.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -146598.781250 Penalty: 3559.042969
	Iteration 3Q: 3 clusters Score -146598.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147014.531250 Penalty: 3559.042969
	Iteration 4F: 3 clusters Score -147014.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -147269.703125 Penalty: 3559.042969
	Iteration 5F: 3 clusters Score -147269.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -147453.343750 Penalty: 3559.042969
	Iteration 6F: 3 clusters Score -147453.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -147630.562500 Penalty: 3559.042969
	Iteration 7F: 3 clusters Score -147630.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -147783.687500 Penalty: 3559.042969
	Iteration 8F: 3 clusters Score -147783.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -147865.562500 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -147865.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -147906.656250 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -147906.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -147922.125000 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -147922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -147937.406250 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -147937.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -147952.625000 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -147952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -147962.890625 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -147962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -147969.937500 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -147969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -147974.046875 Penalty: 3559.042969
	Iteration 16Q: 3 clusters Score -147974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -147976.125000 Penalty: 3559.042969
	Iteration 17Q: 3 clusters Score -147976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -147976.125000 Penalty: 3559.042969
	Iteration 18F: 3 clusters Score -147976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77941 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303269 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 681 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 132 members 
Entering Unmasked Estep 
Score: -184005872.000000 Penalty: 120512.656250
Splitting cluster 15 changes total score from -184007984.000000 to -184005872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -95903.023438 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -95903.02 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 428 members 
Entering Unmasked Estep 
Score: -94054.648438 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -94054.65 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94348.234375 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -94348.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94423.257812 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -94423.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94526.578125 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -94526.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -94684.304688 Penalty: 3377.830566
	Iteration 4F: 3 clusters Score -94684.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -94911.945312 Penalty: 3377.830566
	Iteration 5F: 3 clusters Score -94911.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95178.359375 Penalty: 3377.830566
	Iteration 6F: 3 clusters Score -95178.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95414.882812 Penalty: 3377.830566
	Iteration 7F: 3 clusters Score -95414.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95586.601562 Penalty: 3377.830566
	Iteration 8F: 3 clusters Score -95586.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95692.390625 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -95692.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95747.820312 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -95747.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95796.531250 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -95796.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95818.601562 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -95818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95826.898438 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -95826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95832.500000 Penalty: 3377.830566
	Iteration 14Q: 3 clusters Score -95832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95837.531250 Penalty: 3377.830566
	Iteration 15Q: 3 clusters Score -95837.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95840.648438 Penalty: 3377.830566
	Iteration 16Q: 3 clusters Score -95840.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95846.210938 Penalty: 3377.830566
	Iteration 17Q: 3 clusters Score -95846.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95851.078125 Penalty: 3377.830566
	Iteration 18Q: 3 clusters Score -95851.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95852.093750 Penalty: 3377.830566
	Iteration 19Q: 3 clusters Score -95852.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95853.195312 Penalty: 3377.830566
	Iteration 20F: 3 clusters Score -95853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -450942.843750 Penalty: 2065.036133
	Iteration 0F: 2 clusters Score -450942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -446944.156250 Penalty: 4130.072266
	Iteration 0F: 3 clusters Score -446944.2 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -447914.187500 Penalty: 4130.072266
	Iteration 1F: 3 clusters Score -447914.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -448112.500000 Penalty: 4130.072266
	Iteration 2F: 3 clusters Score -448112.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -448225.218750 Penalty: 4130.072266
	Iteration 3Q: 3 clusters Score -448225.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -448321.781250 Penalty: 4130.072266
	Iteration 4Q: 3 clusters Score -448321.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -448410.750000 Penalty: 4130.072266
	Iteration 5Q: 3 clusters Score -448410.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -448515.562500 Penalty: 4130.072266
	Iteration 6Q: 3 clusters Score -448515.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -448613.062500 Penalty: 4130.072266
	Iteration 7Q: 3 clusters Score -448613.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -448690.093750 Penalty: 4130.072266
	Iteration 8Q: 3 clusters Score -448690.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -448771.406250 Penalty: 4130.072266
	Iteration 9Q: 3 clusters Score -448771.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -448857.875000 Penalty: 4130.072266
	Iteration 10Q: 3 clusters Score -448857.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -448942.062500 Penalty: 4130.072266
	Iteration 11Q: 3 clusters Score -448942.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -449024.062500 Penalty: 4130.072266
	Iteration 12Q: 3 clusters Score -449024.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -449114.937500 Penalty: 4130.072266
	Iteration 13Q: 3 clusters Score -449114.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -449194.812500 Penalty: 4130.072266
	Iteration 14Q: 3 clusters Score -449194.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -449260.750000 Penalty: 4130.072266
	Iteration 15Q: 3 clusters Score -449260.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -449301.281250 Penalty: 4130.072266
	Iteration 16Q: 3 clusters Score -449301.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -449323.156250 Penalty: 4130.072266
	Iteration 17Q: 3 clusters Score -449323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -449332.593750 Penalty: 4130.072266
	Iteration 18Q: 3 clusters Score -449332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -449338.312500 Penalty: 4130.072266
	Iteration 19Q: 3 clusters Score -449338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -449345.906250 Penalty: 4130.072266
	Iteration 20F: 3 clusters Score -449345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -449355.218750 Penalty: 4130.072266
	Iteration 21Q: 3 clusters Score -449355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -449360.156250 Penalty: 4130.072266
	Iteration 22Q: 3 clusters Score -449360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -449364.093750 Penalty: 4130.072266
	Iteration 23Q: 3 clusters Score -449364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -449368.500000 Penalty: 4130.072266
	Iteration 24Q: 3 clusters Score -449368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -449369.812500 Penalty: 4130.072266
	Iteration 25Q: 3 clusters Score -449369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -449371.125000 Penalty: 4130.072266
	Iteration 26Q: 3 clusters Score -449371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -449371.500000 Penalty: 4130.072266
	Iteration 27Q: 3 clusters Score -449371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -449372.718750 Penalty: 4130.072266
	Iteration 28Q: 3 clusters Score -449372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -449373.125000 Penalty: 4130.072266
	Iteration 29Q: 3 clusters Score -449373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -449375.218750 Penalty: 4130.072266
	Iteration 30Q: 3 clusters Score -449375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -449376.593750 Penalty: 4130.072266
	Iteration 31Q: 3 clusters Score -449376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -449378.656250 Penalty: 4130.072266
	Iteration 32Q: 3 clusters Score -449378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -449378.937500 Penalty: 4130.072266
	Iteration 33Q: 3 clusters Score -449378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -449381.406250 Penalty: 4130.072266
	Iteration 34Q: 3 clusters Score -449381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -449385.218750 Penalty: 4130.072266
	Iteration 35Q: 3 clusters Score -449385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -449386.625000 Penalty: 4130.072266
	Iteration 36Q: 3 clusters Score -449386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -449387.062500 Penalty: 4130.072266
	Iteration 37Q: 3 clusters Score -449387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -449389.500000 Penalty: 4130.072266
	Iteration 38Q: 3 clusters Score -449389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -449391.875000 Penalty: 4130.072266
	Iteration 39Q: 3 clusters Score -449391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -449393.656250 Penalty: 4130.072266
	Iteration 40F: 3 clusters Score -449393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -449395.187500 Penalty: 4130.072266
	Iteration 41Q: 3 clusters Score -449395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -449397.875000 Penalty: 4130.072266
	Iteration 42Q: 3 clusters Score -449397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -449399.125000 Penalty: 4130.072266
	Iteration 43Q: 3 clusters Score -449399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -449399.687500 Penalty: 4130.072266
	Iteration 44Q: 3 clusters Score -449399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -449400.562500 Penalty: 4130.072266
	Iteration 45Q: 3 clusters Score -449400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -449401.281250 Penalty: 4130.072266
	Iteration 46Q: 3 clusters Score -449401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -449401.437500 Penalty: 4130.072266
	Iteration 47Q: 3 clusters Score -449401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -449401.437500 Penalty: 4130.072266
	Iteration 48F: 3 clusters Score -449401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Entering Unmasked Estep 
Score: -5518121.500000 Penalty: 2667.368164
	Iteration 0F: 2 clusters Score -5518122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5486513.500000 Penalty: 5334.736328
	Iteration 0F: 3 clusters Score -5486514 nChanged 21630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5498581.500000 Penalty: 5334.736328
	Iteration 1F: 3 clusters Score -5498582 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5499586.000000 Penalty: 5334.736328
	Iteration 2F: 3 clusters Score -5499586 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -5501213.000000 Penalty: 5334.736328
	Iteration 3F: 3 clusters Score -5501213 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5503742.500000 Penalty: 5334.736328
	Iteration 4F: 3 clusters Score -5503742 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5507318.500000 Penalty: 5334.736328
	Iteration 5F: 3 clusters Score -5507318 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5511114.500000 Penalty: 5334.736328
	Iteration 6F: 3 clusters Score -5511114 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -5513790.500000 Penalty: 5334.736328
	Iteration 7F: 3 clusters Score -5513790 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5515273.500000 Penalty: 5334.736328
	Iteration 8Q: 3 clusters Score -5515274 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5516061.000000 Penalty: 5334.736328
	Iteration 9Q: 3 clusters Score -5516061 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -5516505.500000 Penalty: 5334.736328
	Iteration 10Q: 3 clusters Score -5516506 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -5516770.000000 Penalty: 5334.736328
	Iteration 11Q: 3 clusters Score -5516770 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5516952.000000 Penalty: 5334.736328
	Iteration 12Q: 3 clusters Score -5516952 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5517081.000000 Penalty: 5334.736328
	Iteration 13Q: 3 clusters Score -5517081 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5517163.000000 Penalty: 5334.736328
	Iteration 14Q: 3 clusters Score -5517163 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5517255.000000 Penalty: 5334.736328
	Iteration 15Q: 3 clusters Score -5517255 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5517309.000000 Penalty: 5334.736328
	Iteration 16Q: 3 clusters Score -5517309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -5517350.000000 Penalty: 5334.736328
	Iteration 17Q: 3 clusters Score -5517350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -5517356.000000 Penalty: 5334.736328
	Iteration 18Q: 3 clusters Score -5517356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -5517389.500000 Penalty: 5334.736328
	Iteration 19Q: 3 clusters Score -5517390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5517405.000000 Penalty: 5334.736328
	Iteration 20F: 3 clusters Score -5517405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -5517421.000000 Penalty: 5334.736328
	Iteration 21Q: 3 clusters Score -5517421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -5517427.000000 Penalty: 5334.736328
	Iteration 22Q: 3 clusters Score -5517427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -5517425.500000 Penalty: 5334.736328
	Iteration 23Q: 3 clusters Score -5517426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5517428.500000 Penalty: 5334.736328
	Iteration 24Q: 3 clusters Score -5517428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5517430.500000 Penalty: 5334.736328
	Iteration 25Q: 3 clusters Score -5517430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5517431.500000 Penalty: 5334.736328
	Iteration 26Q: 3 clusters Score -5517432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5517428.500000 Penalty: 5334.736328
	Iteration 27Q: 3 clusters Score -5517428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5517438.000000 Penalty: 5334.736328
	Iteration 28Q: 3 clusters Score -5517438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -5517435.500000 Penalty: 5334.736328
	Iteration 29Q: 3 clusters Score -5517436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5517445.000000 Penalty: 5334.736328
	Iteration 30Q: 3 clusters Score -5517445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5517445.000000 Penalty: 5334.736328
	Iteration 31F: 3 clusters Score -5517445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Entering Unmasked Estep 
Score: -6175010.500000 Penalty: 2692.439697
	Iteration 0F: 2 clusters Score -6175010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -6139892.500000 Penalty: 5384.879395
	Iteration 0F: 3 clusters Score -6139892 nChanged 24067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -6153404.000000 Penalty: 5384.879395
	Iteration 1F: 3 clusters Score -6153404 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -6154022.000000 Penalty: 5384.879395
	Iteration 2Q: 3 clusters Score -6154022 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -6154628.000000 Penalty: 5384.879395
	Iteration 3Q: 3 clusters Score -6154628 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -6155337.500000 Penalty: 5384.879395
	Iteration 4Q: 3 clusters Score -6155338 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -6156391.000000 Penalty: 5384.879395
	Iteration 5Q: 3 clusters Score -6156391 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -6158082.500000 Penalty: 5384.879395
	Iteration 6F: 3 clusters Score -6158082 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -6160472.500000 Penalty: 5384.879395
	Iteration 7F: 3 clusters Score -6160472 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -6163730.000000 Penalty: 5384.879395
	Iteration 8F: 3 clusters Score -6163730 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6167103.000000 Penalty: 5384.879395
	Iteration 9F: 3 clusters Score -6167103 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6169640.500000 Penalty: 5384.879395
	Iteration 10F: 3 clusters Score -6169640 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6171225.500000 Penalty: 5384.879395
	Iteration 11Q: 3 clusters Score -6171226 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6171934.500000 Penalty: 5384.879395
	Iteration 12Q: 3 clusters Score -6171934 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6172219.500000 Penalty: 5384.879395
	Iteration 13Q: 3 clusters Score -6172220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6172397.000000 Penalty: 5384.879395
	Iteration 14Q: 3 clusters Score -6172397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6172500.500000 Penalty: 5384.879395
	Iteration 15Q: 3 clusters Score -6172500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6172569.000000 Penalty: 5384.879395
	Iteration 16Q: 3 clusters Score -6172569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6172592.500000 Penalty: 5384.879395
	Iteration 17Q: 3 clusters Score -6172592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6172612.500000 Penalty: 5384.879395
	Iteration 18Q: 3 clusters Score -6172612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6172627.500000 Penalty: 5384.879395
	Iteration 19Q: 3 clusters Score -6172628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6172645.500000 Penalty: 5384.879395
	Iteration 20F: 3 clusters Score -6172646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6172656.500000 Penalty: 5384.879395
	Iteration 21Q: 3 clusters Score -6172656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6172656.500000 Penalty: 5384.879395
	Iteration 22Q: 3 clusters Score -6172656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6172664.500000 Penalty: 5384.879395
	Iteration 23Q: 3 clusters Score -6172664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6172672.000000 Penalty: 5384.879395
	Iteration 24Q: 3 clusters Score -6172672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6172677.500000 Penalty: 5384.879395
	Iteration 25Q: 3 clusters Score -6172678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6172683.000000 Penalty: 5384.879395
	Iteration 26Q: 3 clusters Score -6172683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6172682.500000 Penalty: 5384.879395
	Iteration 27Q: 3 clusters Score -6172682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6172688.000000 Penalty: 5384.879395
	Iteration 28Q: 3 clusters Score -6172688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6172688.000000 Penalty: 5384.879395
	Iteration 29F: 3 clusters Score -6172688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Entering Unmasked Estep 
Score: -4366228.000000 Penalty: 2606.111328
	Iteration 0F: 2 clusters Score -4366228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4341218.000000 Penalty: 5212.222656
	Iteration 0F: 3 clusters Score -4341218 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4350387.000000 Penalty: 5212.222656
	Iteration 1F: 3 clusters Score -4350387 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4350825.000000 Penalty: 5212.222656
	Iteration 2Q: 3 clusters Score -4350825 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4351242.500000 Penalty: 5212.222656
	Iteration 3Q: 3 clusters Score -4351242 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4351650.000000 Penalty: 5212.222656
	Iteration 4Q: 3 clusters Score -4351650 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4352101.000000 Penalty: 5212.222656
	Iteration 5Q: 3 clusters Score -4352101 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4352639.000000 Penalty: 5212.222656
	Iteration 6Q: 3 clusters Score -4352639 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4353330.000000 Penalty: 5212.222656
	Iteration 7Q: 3 clusters Score -4353330 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4354223.000000 Penalty: 5212.222656
	Iteration 8Q: 3 clusters Score -4354223 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -4355402.500000 Penalty: 5212.222656
	Iteration 9Q: 3 clusters Score -4355402 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4356766.000000 Penalty: 5212.222656
	Iteration 10F: 3 clusters Score -4356766 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4358193.500000 Penalty: 5212.222656
	Iteration 11F: 3 clusters Score -4358194 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -4359574.000000 Penalty: 5212.222656
	Iteration 12Q: 3 clusters Score -4359574 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4360728.000000 Penalty: 5212.222656
	Iteration 13Q: 3 clusters Score -4360728 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4361643.000000 Penalty: 5212.222656
	Iteration 14Q: 3 clusters Score -4361643 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4362304.000000 Penalty: 5212.222656
	Iteration 15Q: 3 clusters Score -4362304 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4362793.500000 Penalty: 5212.222656
	Iteration 16Q: 3 clusters Score -4362794 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4363191.000000 Penalty: 5212.222656
	Iteration 17Q: 3 clusters Score -4363191 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4363389.000000 Penalty: 5212.222656
	Iteration 18Q: 3 clusters Score -4363389 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4363535.500000 Penalty: 5212.222656
	Iteration 19Q: 3 clusters Score -4363536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4363644.500000 Penalty: 5212.222656
	Iteration 20F: 3 clusters Score -4363644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4363707.000000 Penalty: 5212.222656
	Iteration 21Q: 3 clusters Score -4363707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4363768.000000 Penalty: 5212.222656
	Iteration 22Q: 3 clusters Score -4363768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4363807.000000 Penalty: 5212.222656
	Iteration 23Q: 3 clusters Score -4363807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4363831.000000 Penalty: 5212.222656
	Iteration 24Q: 3 clusters Score -4363831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4363836.000000 Penalty: 5212.222656
	Iteration 25Q: 3 clusters Score -4363836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4363864.000000 Penalty: 5212.222656
	Iteration 26Q: 3 clusters Score -4363864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4363875.000000 Penalty: 5212.222656
	Iteration 27Q: 3 clusters Score -4363875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4363882.500000 Penalty: 5212.222656
	Iteration 28Q: 3 clusters Score -4363882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4363891.500000 Penalty: 5212.222656
	Iteration 29Q: 3 clusters Score -4363892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4363897.000000 Penalty: 5212.222656
	Iteration 30Q: 3 clusters Score -4363897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4363900.500000 Penalty: 5212.222656
	Iteration 31Q: 3 clusters Score -4363900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4363902.000000 Penalty: 5212.222656
	Iteration 32Q: 3 clusters Score -4363902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4363911.500000 Penalty: 5212.222656
	Iteration 33Q: 3 clusters Score -4363912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4363918.500000 Penalty: 5212.222656
	Iteration 34Q: 3 clusters Score -4363918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4363921.500000 Penalty: 5212.222656
	Iteration 35Q: 3 clusters Score -4363922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4363920.000000 Penalty: 5212.222656
	Iteration 36Q: 3 clusters Score -4363920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4363922.500000 Penalty: 5212.222656
	Iteration 37Q: 3 clusters Score -4363922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4363932.000000 Penalty: 5212.222656
	Iteration 38Q: 3 clusters Score -4363932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4363935.500000 Penalty: 5212.222656
	Iteration 39Q: 3 clusters Score -4363936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4363940.500000 Penalty: 5212.222656
	Iteration 40F: 3 clusters Score -4363940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4363955.000000 Penalty: 5212.222656
	Iteration 41Q: 3 clusters Score -4363955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4363964.500000 Penalty: 5212.222656
	Iteration 42Q: 3 clusters Score -4363964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4363966.000000 Penalty: 5212.222656
	Iteration 43Q: 3 clusters Score -4363966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4363971.000000 Penalty: 5212.222656
	Iteration 44Q: 3 clusters Score -4363971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4363969.500000 Penalty: 5212.222656
	Iteration 45Q: 3 clusters Score -4363970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4363970.500000 Penalty: 5212.222656
	Iteration 46Q: 3 clusters Score -4363970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4363970.500000 Penalty: 5212.222656
	Iteration 47F: 3 clusters Score -4363970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1630177.000000 Penalty: 2371.580811
	Iteration 0F: 2 clusters Score -1630177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1619874.125000 Penalty: 4743.161621
	Iteration 0F: 3 clusters Score -1619874 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1622986.500000 Penalty: 4743.161621
	Iteration 1F: 3 clusters Score -1622986 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1623366.250000 Penalty: 4743.161621
	Iteration 2F: 3 clusters Score -1623366 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1623726.750000 Penalty: 4743.161621
	Iteration 3F: 3 clusters Score -1623727 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1624044.000000 Penalty: 4743.161621
	Iteration 4Q: 3 clusters Score -1624044 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1624382.125000 Penalty: 4743.161621
	Iteration 5Q: 3 clusters Score -1624382 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1624737.750000 Penalty: 4743.161621
	Iteration 6Q: 3 clusters Score -1624738 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1625100.750000 Penalty: 4743.161621
	Iteration 7Q: 3 clusters Score -1625101 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1625467.250000 Penalty: 4743.161621
	Iteration 8Q: 3 clusters Score -1625467 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1625802.000000 Penalty: 4743.161621
	Iteration 9Q: 3 clusters Score -1625802 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1626178.500000 Penalty: 4743.161621
	Iteration 10Q: 3 clusters Score -1626178 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1626591.000000 Penalty: 4743.161621
	Iteration 11Q: 3 clusters Score -1626591 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1626936.375000 Penalty: 4743.161621
	Iteration 12Q: 3 clusters Score -1626936 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1627193.500000 Penalty: 4743.161621
	Iteration 13Q: 3 clusters Score -1627194 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1627399.500000 Penalty: 4743.161621
	Iteration 14Q: 3 clusters Score -1627400 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1627558.125000 Penalty: 4743.161621
	Iteration 15Q: 3 clusters Score -1627558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1627672.625000 Penalty: 4743.161621
	Iteration 16Q: 3 clusters Score -1627673 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1627764.750000 Penalty: 4743.161621
	Iteration 17Q: 3 clusters Score -1627765 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1627834.875000 Penalty: 4743.161621
	Iteration 18Q: 3 clusters Score -1627835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1627885.375000 Penalty: 4743.161621
	Iteration 19Q: 3 clusters Score -1627885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1627938.375000 Penalty: 4743.161621
	Iteration 20F: 3 clusters Score -1627938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1627971.875000 Penalty: 4743.161621
	Iteration 21Q: 3 clusters Score -1627972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1627997.125000 Penalty: 4743.161621
	Iteration 22Q: 3 clusters Score -1627997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1628022.250000 Penalty: 4743.161621
	Iteration 23Q: 3 clusters Score -1628022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1628051.125000 Penalty: 4743.161621
	Iteration 24Q: 3 clusters Score -1628051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1628078.500000 Penalty: 4743.161621
	Iteration 25Q: 3 clusters Score -1628078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1628095.000000 Penalty: 4743.161621
	Iteration 26Q: 3 clusters Score -1628095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1628106.875000 Penalty: 4743.161621
	Iteration 27Q: 3 clusters Score -1628107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1628117.000000 Penalty: 4743.161621
	Iteration 28Q: 3 clusters Score -1628117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1628122.000000 Penalty: 4743.161621
	Iteration 29Q: 3 clusters Score -1628122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1628126.250000 Penalty: 4743.161621
	Iteration 30Q: 3 clusters Score -1628126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1628132.500000 Penalty: 4743.161621
	Iteration 31Q: 3 clusters Score -1628132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1628136.000000 Penalty: 4743.161621
	Iteration 32Q: 3 clusters Score -1628136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1628137.875000 Penalty: 4743.161621
	Iteration 33Q: 3 clusters Score -1628138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1628139.250000 Penalty: 4743.161621
	Iteration 34Q: 3 clusters Score -1628139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1628141.625000 Penalty: 4743.161621
	Iteration 35Q: 3 clusters Score -1628142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1628144.875000 Penalty: 4743.161621
	Iteration 36Q: 3 clusters Score -1628145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1628144.875000 Penalty: 4743.161621
	Iteration 37F: 3 clusters Score -1628145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -379282.343750 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -379282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -375904.906250 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -375904.9 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -376671.562500 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -376671.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -376883.937500 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -376883.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -377066.593750 Penalty: 4001.772461
	Iteration 3F: 3 clusters Score -377066.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -377205.281250 Penalty: 4001.772461
	Iteration 4F: 3 clusters Score -377205.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -377309.062500 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -377309.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -377386.187500 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -377386.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -377443.625000 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -377443.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -377486.625000 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -377486.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -377525.375000 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -377525.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -377563.656250 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -377563.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -377601.562500 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -377601.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -377632.500000 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -377632.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -377657.031250 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -377657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -377669.937500 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -377669.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -377679.187500 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -377679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -377686.031250 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -377686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -377692.906250 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -377692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -377697.125000 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -377697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -377700.031250 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -377700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -377702.031250 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -377702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -377703.062500 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -377703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -377707.250000 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -377707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -377712.343750 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -377712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -377718.218750 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -377718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -377722.281250 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -377722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -377726.968750 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -377727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -377728.843750 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -377728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -377730.250000 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -377730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -377730.250000 Penalty: 4001.772461
	Iteration 29F: 3 clusters Score -377730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Entering Unmasked Estep 
Score: -1111326.750000 Penalty: 2273.756348
	Iteration 0F: 2 clusters Score -1111327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1103898.875000 Penalty: 4547.512695
	Iteration 0F: 3 clusters Score -1103899 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1106095.875000 Penalty: 4547.512695
	Iteration 1F: 3 clusters Score -1106096 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1106424.125000 Penalty: 4547.512695
	Iteration 2F: 3 clusters Score -1106424 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1106653.000000 Penalty: 4547.512695
	Iteration 3F: 3 clusters Score -1106653 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1106811.625000 Penalty: 4547.512695
	Iteration 4Q: 3 clusters Score -1106812 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1106946.375000 Penalty: 4547.512695
	Iteration 5Q: 3 clusters Score -1106946 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1107051.375000 Penalty: 4547.512695
	Iteration 6Q: 3 clusters Score -1107051 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1107153.750000 Penalty: 4547.512695
	Iteration 7Q: 3 clusters Score -1107154 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1107256.750000 Penalty: 4547.512695
	Iteration 8Q: 3 clusters Score -1107257 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1107382.250000 Penalty: 4547.512695
	Iteration 9Q: 3 clusters Score -1107382 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1107531.375000 Penalty: 4547.512695
	Iteration 10Q: 3 clusters Score -1107531 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1107725.625000 Penalty: 4547.512695
	Iteration 11Q: 3 clusters Score -1107726 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1107944.625000 Penalty: 4547.512695
	Iteration 12Q: 3 clusters Score -1107945 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1108154.750000 Penalty: 4547.512695
	Iteration 13Q: 3 clusters Score -1108155 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1108357.875000 Penalty: 4547.512695
	Iteration 14Q: 3 clusters Score -1108358 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1108538.500000 Penalty: 4547.512695
	Iteration 15Q: 3 clusters Score -1108538 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1108676.125000 Penalty: 4547.512695
	Iteration 16Q: 3 clusters Score -1108676 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1108804.750000 Penalty: 4547.512695
	Iteration 17Q: 3 clusters Score -1108805 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1108898.125000 Penalty: 4547.512695
	Iteration 18Q: 3 clusters Score -1108898 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1108969.375000 Penalty: 4547.512695
	Iteration 19Q: 3 clusters Score -1108969 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1109040.375000 Penalty: 4547.512695
	Iteration 20F: 3 clusters Score -1109040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1109107.250000 Penalty: 4547.512695
	Iteration 21Q: 3 clusters Score -1109107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1109167.375000 Penalty: 4547.512695
	Iteration 22Q: 3 clusters Score -1109167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1109208.375000 Penalty: 4547.512695
	Iteration 23Q: 3 clusters Score -1109208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1109232.250000 Penalty: 4547.512695
	Iteration 24Q: 3 clusters Score -1109232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1109255.125000 Penalty: 4547.512695
	Iteration 25Q: 3 clusters Score -1109255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1109276.000000 Penalty: 4547.512695
	Iteration 26Q: 3 clusters Score -1109276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1109293.625000 Penalty: 4547.512695
	Iteration 27Q: 3 clusters Score -1109294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1109311.000000 Penalty: 4547.512695
	Iteration 28Q: 3 clusters Score -1109311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1109330.625000 Penalty: 4547.512695
	Iteration 29Q: 3 clusters Score -1109331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1109346.250000 Penalty: 4547.512695
	Iteration 30Q: 3 clusters Score -1109346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1109361.875000 Penalty: 4547.512695
	Iteration 31Q: 3 clusters Score -1109362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1109375.500000 Penalty: 4547.512695
	Iteration 32Q: 3 clusters Score -1109376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1109387.875000 Penalty: 4547.512695
	Iteration 33Q: 3 clusters Score -1109388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1109394.125000 Penalty: 4547.512695
	Iteration 34Q: 3 clusters Score -1109394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1109403.250000 Penalty: 4547.512695
	Iteration 35Q: 3 clusters Score -1109403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1109407.125000 Penalty: 4547.512695
	Iteration 36Q: 3 clusters Score -1109407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1109408.500000 Penalty: 4547.512695
	Iteration 37Q: 3 clusters Score -1109408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1109412.125000 Penalty: 4547.512695
	Iteration 38Q: 3 clusters Score -1109412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1109417.875000 Penalty: 4547.512695
	Iteration 39Q: 3 clusters Score -1109418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1109420.375000 Penalty: 4547.512695
	Iteration 40F: 3 clusters Score -1109420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1109425.250000 Penalty: 4547.512695
	Iteration 41Q: 3 clusters Score -1109425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1109433.125000 Penalty: 4547.512695
	Iteration 42Q: 3 clusters Score -1109433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1109435.125000 Penalty: 4547.512695
	Iteration 43Q: 3 clusters Score -1109435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1109437.750000 Penalty: 4547.512695
	Iteration 44Q: 3 clusters Score -1109438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1109439.125000 Penalty: 4547.512695
	Iteration 45Q: 3 clusters Score -1109439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1109437.750000 Penalty: 4547.512695
	Iteration 46Q: 3 clusters Score -1109438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1109437.750000 Penalty: 4547.512695
	Iteration 47F: 3 clusters Score -1109438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1133432.625000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1133433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1125752.500000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1125752 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1127920.250000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1127920 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1128270.750000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1128271 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1128584.750000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1128585 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1128980.000000 Penalty: 4565.742676
	Iteration 4F: 3 clusters Score -1128980 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1129606.125000 Penalty: 4565.742676
	Iteration 5F: 3 clusters Score -1129606 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1130550.500000 Penalty: 4565.742676
	Iteration 6F: 3 clusters Score -1130550 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1131438.625000 Penalty: 4565.742676
	Iteration 7F: 3 clusters Score -1131439 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1131958.125000 Penalty: 4565.742676
	Iteration 8F: 3 clusters Score -1131958 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1132198.875000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1132199 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1132305.500000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1132306 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1132353.875000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1132354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1132382.625000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1132383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1132393.625000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1132394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1132401.625000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1132402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1132407.000000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1132407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1132410.250000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1132410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1132412.125000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1132412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1132412.000000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1132412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1132415.750000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1132416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1132415.375000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1132415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1132416.750000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1132417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1132416.875000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1132417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1132417.250000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1132417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1132417.125000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1132417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1132417.125000 Penalty: 4565.742676
	Iteration 25F: 3 clusters Score -1132417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -67496.578125 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -67496.58 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 343 members 
Entering Unmasked Estep 
Score: -65834.617188 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -65834.62 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66030.484375 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -66030.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66100.984375 Penalty: 3235.687012
	Iteration 2Q: 3 clusters Score -66100.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66171.242188 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -66171.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66242.929688 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -66242.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66288.515625 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -66288.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66318.187500 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -66318.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66347.875000 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -66347.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66371.617188 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -66371.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66391.132812 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -66391.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66410.359375 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -66410.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66431.429688 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -66431.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66451.320312 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -66451.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66467.468750 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -66467.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66479.210938 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -66479.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66484.031250 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -66484.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66488.523438 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -66488.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66489.781250 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -66489.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66495.296875 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -66495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66500.460938 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -66500.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66506.671875 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -66506.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66518.085938 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -66518.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66524.898438 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -66524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66540.023438 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -66540.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66568.656250 Penalty: 3235.687012
	Iteration 24Q: 3 clusters Score -66568.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66591.804688 Penalty: 3235.687012
	Iteration 25Q: 3 clusters Score -66591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66631.937500 Penalty: 3235.687012
	Iteration 26Q: 3 clusters Score -66631.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66686.015625 Penalty: 3235.687012
	Iteration 27Q: 3 clusters Score -66686.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66768.351562 Penalty: 3235.687012
	Iteration 28Q: 3 clusters Score -66768.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66858.796875 Penalty: 3235.687012
	Iteration 29Q: 3 clusters Score -66858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66944.820312 Penalty: 3235.687012
	Iteration 30Q: 3 clusters Score -66944.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67081.273438 Penalty: 3235.687012
	Iteration 31Q: 3 clusters Score -67081.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67514.164062 Penalty: 3235.687012
	Iteration 32Q: 3 clusters Score -67514.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67675.679688 Penalty: 3235.687012
	Iteration 33Q: 3 clusters Score -67675.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67679.031250 Penalty: 3235.687012
	Iteration 34Q: 3 clusters Score -67679.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67681.976562 Penalty: 3235.687012
	Iteration 35Q: 3 clusters Score -67681.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67681.976562 Penalty: 3235.687012
	Iteration 36F: 3 clusters Score -67681.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 82383 members 
Mstep: Class 3 contains 630 members 
Mstep: Class 4 contains 77941 members 
Mstep: Class 5 contains 171281 members 
Mstep: Class 6 contains 27955 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 303269 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 153691 members 
Mstep: Class 12 contains 81785 members 
Mstep: Class 13 contains 77328 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 36626 members 
Mstep: Class 21 contains 14226 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 9589 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 398 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 159617 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 425 members 
Mstep: Class 34 contains 283 members 
Entering Unmasked Estep 
Score: -184006448.000000 Penalty: 120512.656250
Splitting cluster 25 changes total score from -184007984.000000 to -184006448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -133343.609375 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -133343.6 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 615 members 
Entering Unmasked Estep 
Score: -131283.406250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -131283.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131640.406250 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -131640.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131782.734375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -131782.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131865.906250 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -131865.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -131917.453125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -131917.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131971.890625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -131971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132000.421875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -132000.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132018.921875 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -132018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132033.937500 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -132033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132037.093750 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -132037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132039.890625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -132039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132042.062500 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -132042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132042.281250 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -132042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132042.281250 Penalty: 3509.181641
	Iteration 13F: 3 clusters Score -132042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -811511.687500 Penalty: 2206.929932
	Iteration 0F: 2 clusters Score -811511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -805517.437500 Penalty: 4413.859863
	Iteration 0F: 3 clusters Score -805517.4 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -807096.937500 Penalty: 4413.859863
	Iteration 1F: 3 clusters Score -807096.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -807321.625000 Penalty: 4413.859863
	Iteration 2F: 3 clusters Score -807321.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -807508.000000 Penalty: 4413.859863
	Iteration 3Q: 3 clusters Score -807508 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -807681.687500 Penalty: 4413.859863
	Iteration 4Q: 3 clusters Score -807681.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -807898.250000 Penalty: 4413.859863
	Iteration 5Q: 3 clusters Score -807898.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -808100.750000 Penalty: 4413.859863
	Iteration 6Q: 3 clusters Score -808100.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -808293.687500 Penalty: 4413.859863
	Iteration 7Q: 3 clusters Score -808293.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -808453.937500 Penalty: 4413.859863
	Iteration 8Q: 3 clusters Score -808453.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -808586.812500 Penalty: 4413.859863
	Iteration 9Q: 3 clusters Score -808586.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -808704.437500 Penalty: 4413.859863
	Iteration 10Q: 3 clusters Score -808704.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -808817.187500 Penalty: 4413.859863
	Iteration 11Q: 3 clusters Score -808817.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -808918.625000 Penalty: 4413.859863
	Iteration 12Q: 3 clusters Score -808918.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -809003.687500 Penalty: 4413.859863
	Iteration 13Q: 3 clusters Score -809003.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -809089.000000 Penalty: 4413.859863
	Iteration 14Q: 3 clusters Score -809089 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -809179.812500 Penalty: 4413.859863
	Iteration 15Q: 3 clusters Score -809179.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -809261.125000 Penalty: 4413.859863
	Iteration 16Q: 3 clusters Score -809261.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -809338.875000 Penalty: 4413.859863
	Iteration 17Q: 3 clusters Score -809338.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -809409.500000 Penalty: 4413.859863
	Iteration 18Q: 3 clusters Score -809409.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -809468.375000 Penalty: 4413.859863
	Iteration 19Q: 3 clusters Score -809468.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -809522.000000 Penalty: 4413.859863
	Iteration 20F: 3 clusters Score -809522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -809576.062500 Penalty: 4413.859863
	Iteration 21Q: 3 clusters Score -809576.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -809637.937500 Penalty: 4413.859863
	Iteration 22Q: 3 clusters Score -809637.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -809686.937500 Penalty: 4413.859863
	Iteration 23Q: 3 clusters Score -809686.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -809714.750000 Penalty: 4413.859863
	Iteration 24Q: 3 clusters Score -809714.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -809738.250000 Penalty: 4413.859863
	Iteration 25Q: 3 clusters Score -809738.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -809761.375000 Penalty: 4413.859863
	Iteration 26Q: 3 clusters Score -809761.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -809777.562500 Penalty: 4413.859863
	Iteration 27Q: 3 clusters Score -809777.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -809800.187500 Penalty: 4413.859863
	Iteration 28Q: 3 clusters Score -809800.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -809818.250000 Penalty: 4413.859863
	Iteration 29Q: 3 clusters Score -809818.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -809836.437500 Penalty: 4413.859863
	Iteration 30Q: 3 clusters Score -809836.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -809856.500000 Penalty: 4413.859863
	Iteration 31Q: 3 clusters Score -809856.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -809873.125000 Penalty: 4413.859863
	Iteration 32Q: 3 clusters Score -809873.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -809892.375000 Penalty: 4413.859863
	Iteration 33Q: 3 clusters Score -809892.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -809903.875000 Penalty: 4413.859863
	Iteration 34Q: 3 clusters Score -809903.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -809911.937500 Penalty: 4413.859863
	Iteration 35Q: 3 clusters Score -809911.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -809923.312500 Penalty: 4413.859863
	Iteration 36Q: 3 clusters Score -809923.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -809936.562500 Penalty: 4413.859863
	Iteration 37Q: 3 clusters Score -809936.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -809944.687500 Penalty: 4413.859863
	Iteration 38Q: 3 clusters Score -809944.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -809956.625000 Penalty: 4413.859863
	Iteration 39Q: 3 clusters Score -809956.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -809968.250000 Penalty: 4413.859863
	Iteration 40F: 3 clusters Score -809968.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -809979.125000 Penalty: 4413.859863
	Iteration 41Q: 3 clusters Score -809979.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -809989.062500 Penalty: 4413.859863
	Iteration 42Q: 3 clusters Score -809989.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -809999.875000 Penalty: 4413.859863
	Iteration 43Q: 3 clusters Score -809999.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -810016.125000 Penalty: 4413.859863
	Iteration 44Q: 3 clusters Score -810016.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -810026.750000 Penalty: 4413.859863
	Iteration 45Q: 3 clusters Score -810026.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -810036.062500 Penalty: 4413.859863
	Iteration 46Q: 3 clusters Score -810036.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -810044.875000 Penalty: 4413.859863
	Iteration 47Q: 3 clusters Score -810044.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -810056.875000 Penalty: 4413.859863
	Iteration 48Q: 3 clusters Score -810056.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -810071.500000 Penalty: 4413.859863
	Iteration 49Q: 3 clusters Score -810071.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -810087.437500 Penalty: 4413.859863
	Iteration 50Q: 3 clusters Score -810087.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -810097.187500 Penalty: 4413.859863
	Iteration 51Q: 3 clusters Score -810097.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -810108.312500 Penalty: 4413.859863
	Iteration 52Q: 3 clusters Score -810108.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -810125.812500 Penalty: 4413.859863
	Iteration 53Q: 3 clusters Score -810125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -810135.625000 Penalty: 4413.859863
	Iteration 54Q: 3 clusters Score -810135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -810143.000000 Penalty: 4413.859863
	Iteration 55Q: 3 clusters Score -810143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -810150.062500 Penalty: 4413.859863
	Iteration 56Q: 3 clusters Score -810150.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -810154.375000 Penalty: 4413.859863
	Iteration 57Q: 3 clusters Score -810154.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -810159.062500 Penalty: 4413.859863
	Iteration 58Q: 3 clusters Score -810159.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -810165.250000 Penalty: 4413.859863
	Iteration 59Q: 3 clusters Score -810165.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -810171.000000 Penalty: 4413.859863
	Iteration 60F: 3 clusters Score -810171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -810182.250000 Penalty: 4413.859863
	Iteration 61Q: 3 clusters Score -810182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -810189.187500 Penalty: 4413.859863
	Iteration 62Q: 3 clusters Score -810189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -810190.250000 Penalty: 4413.859863
	Iteration 63Q: 3 clusters Score -810190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -810195.000000 Penalty: 4413.859863
	Iteration 64Q: 3 clusters Score -810195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -810197.000000 Penalty: 4413.859863
	Iteration 65Q: 3 clusters Score -810197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -810200.250000 Penalty: 4413.859863
	Iteration 66Q: 3 clusters Score -810200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -810204.000000 Penalty: 4413.859863
	Iteration 67Q: 3 clusters Score -810204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -810208.875000 Penalty: 4413.859863
	Iteration 68Q: 3 clusters Score -810208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -810211.562500 Penalty: 4413.859863
	Iteration 69Q: 3 clusters Score -810211.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -810215.937500 Penalty: 4413.859863
	Iteration 70Q: 3 clusters Score -810215.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -810221.500000 Penalty: 4413.859863
	Iteration 71Q: 3 clusters Score -810221.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -810225.062500 Penalty: 4413.859863
	Iteration 72Q: 3 clusters Score -810225.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -810226.625000 Penalty: 4413.859863
	Iteration 73Q: 3 clusters Score -810226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -810231.000000 Penalty: 4413.859863
	Iteration 74Q: 3 clusters Score -810231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -810234.125000 Penalty: 4413.859863
	Iteration 75Q: 3 clusters Score -810234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -810235.250000 Penalty: 4413.859863
	Iteration 76Q: 3 clusters Score -810235.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -810238.062500 Penalty: 4413.859863
	Iteration 77Q: 3 clusters Score -810238.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -810244.875000 Penalty: 4413.859863
	Iteration 78Q: 3 clusters Score -810244.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -810251.375000 Penalty: 4413.859863
	Iteration 79Q: 3 clusters Score -810251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -810256.125000 Penalty: 4413.859863
	Iteration 80F: 3 clusters Score -810256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -810262.937500 Penalty: 4413.859863
	Iteration 81Q: 3 clusters Score -810262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -810267.375000 Penalty: 4413.859863
	Iteration 82Q: 3 clusters Score -810267.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -810273.375000 Penalty: 4413.859863
	Iteration 83Q: 3 clusters Score -810273.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -810277.625000 Penalty: 4413.859863
	Iteration 84Q: 3 clusters Score -810277.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -810283.125000 Penalty: 4413.859863
	Iteration 85Q: 3 clusters Score -810283.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -810293.500000 Penalty: 4413.859863
	Iteration 86Q: 3 clusters Score -810293.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -810299.750000 Penalty: 4413.859863
	Iteration 87Q: 3 clusters Score -810299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -810303.937500 Penalty: 4413.859863
	Iteration 88Q: 3 clusters Score -810303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -810310.062500 Penalty: 4413.859863
	Iteration 89Q: 3 clusters Score -810310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -810314.125000 Penalty: 4413.859863
	Iteration 90Q: 3 clusters Score -810314.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -810318.937500 Penalty: 4413.859863
	Iteration 91Q: 3 clusters Score -810318.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -810320.375000 Penalty: 4413.859863
	Iteration 92Q: 3 clusters Score -810320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -810323.750000 Penalty: 4413.859863
	Iteration 93Q: 3 clusters Score -810323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -810325.812500 Penalty: 4413.859863
	Iteration 94Q: 3 clusters Score -810325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -810327.687500 Penalty: 4413.859863
	Iteration 95Q: 3 clusters Score -810327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -810331.250000 Penalty: 4413.859863
	Iteration 96Q: 3 clusters Score -810331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -810332.875000 Penalty: 4413.859863
	Iteration 97Q: 3 clusters Score -810332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -810334.812500 Penalty: 4413.859863
	Iteration 98Q: 3 clusters Score -810334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -810337.312500 Penalty: 4413.859863
	Iteration 99Q: 3 clusters Score -810337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -810340.937500 Penalty: 4413.859863
	Iteration 100F: 3 clusters Score -810340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -810344.750000 Penalty: 4413.859863
	Iteration 101Q: 3 clusters Score -810344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -810347.187500 Penalty: 4413.859863
	Iteration 102Q: 3 clusters Score -810347.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -810352.562500 Penalty: 4413.859863
	Iteration 103Q: 3 clusters Score -810352.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -810359.562500 Penalty: 4413.859863
	Iteration 104Q: 3 clusters Score -810359.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -810365.625000 Penalty: 4413.859863
	Iteration 105Q: 3 clusters Score -810365.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -810371.937500 Penalty: 4413.859863
	Iteration 106Q: 3 clusters Score -810371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -810375.687500 Penalty: 4413.859863
	Iteration 107Q: 3 clusters Score -810375.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -810381.250000 Penalty: 4413.859863
	Iteration 108Q: 3 clusters Score -810381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -810382.062500 Penalty: 4413.859863
	Iteration 109Q: 3 clusters Score -810382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -810382.625000 Penalty: 4413.859863
	Iteration 110Q: 3 clusters Score -810382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -810385.125000 Penalty: 4413.859863
	Iteration 111Q: 3 clusters Score -810385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -810384.750000 Penalty: 4413.859863
	Iteration 112Q: 3 clusters Score -810384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -810384.750000 Penalty: 4413.859863
	Iteration 113F: 3 clusters Score -810384.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -240221.187500 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -240221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -237491.187500 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -237491.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238121.546875 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -238121.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -238383.484375 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -238383.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -238569.546875 Penalty: 3831.325684
	Iteration 3F: 3 clusters Score -238569.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -238698.593750 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -238698.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -238831.781250 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -238831.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238937.828125 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -238937.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -239000.000000 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -239000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -239044.453125 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -239044.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -239081.562500 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -239081.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -239102.515625 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -239102.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -239117.890625 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -239117.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -239146.234375 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -239146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -239190.765625 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -239190.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -239212.375000 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -239212.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -239234.578125 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -239234.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -239246.875000 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -239246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -239251.328125 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -239251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -239255.375000 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -239255.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -239262.718750 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -239262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -239265.531250 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -239265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -239268.187500 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -239268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -239269.671875 Penalty: 3831.325684
	Iteration 22Q: 3 clusters Score -239269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -239270.953125 Penalty: 3831.325684
	Iteration 23Q: 3 clusters Score -239271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -239273.125000 Penalty: 3831.325684
	Iteration 24Q: 3 clusters Score -239273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -239274.109375 Penalty: 3831.325684
	Iteration 25Q: 3 clusters Score -239274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -239274.437500 Penalty: 3831.325684
	Iteration 26Q: 3 clusters Score -239274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -239275.609375 Penalty: 3831.325684
	Iteration 27Q: 3 clusters Score -239275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -239276.656250 Penalty: 3831.325684
	Iteration 28Q: 3 clusters Score -239276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -239276.875000 Penalty: 3831.325684
	Iteration 29Q: 3 clusters Score -239276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -239276.875000 Penalty: 3831.325684
	Iteration 30F: 3 clusters Score -239276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -519064.750000 Penalty: 2091.854736
	Iteration 0F: 2 clusters Score -519064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -514777.093750 Penalty: 4183.709473
	Iteration 0F: 3 clusters Score -514777.1 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -515804.250000 Penalty: 4183.709473
	Iteration 1F: 3 clusters Score -515804.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -516027.250000 Penalty: 4183.709473
	Iteration 2F: 3 clusters Score -516027.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -516173.843750 Penalty: 4183.709473
	Iteration 3F: 3 clusters Score -516173.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -516254.375000 Penalty: 4183.709473
	Iteration 4Q: 3 clusters Score -516254.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -516322.031250 Penalty: 4183.709473
	Iteration 5Q: 3 clusters Score -516322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -516375.375000 Penalty: 4183.709473
	Iteration 6Q: 3 clusters Score -516375.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -516429.125000 Penalty: 4183.709473
	Iteration 7Q: 3 clusters Score -516429.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -516478.375000 Penalty: 4183.709473
	Iteration 8Q: 3 clusters Score -516478.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -516519.875000 Penalty: 4183.709473
	Iteration 9Q: 3 clusters Score -516519.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -516556.687500 Penalty: 4183.709473
	Iteration 10Q: 3 clusters Score -516556.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -516602.343750 Penalty: 4183.709473
	Iteration 11Q: 3 clusters Score -516602.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -516646.093750 Penalty: 4183.709473
	Iteration 12Q: 3 clusters Score -516646.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -516690.375000 Penalty: 4183.709473
	Iteration 13Q: 3 clusters Score -516690.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -516736.937500 Penalty: 4183.709473
	Iteration 14Q: 3 clusters Score -516736.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -516789.968750 Penalty: 4183.709473
	Iteration 15Q: 3 clusters Score -516790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -516842.468750 Penalty: 4183.709473
	Iteration 16Q: 3 clusters Score -516842.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -516889.437500 Penalty: 4183.709473
	Iteration 17Q: 3 clusters Score -516889.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -516948.468750 Penalty: 4183.709473
	Iteration 18Q: 3 clusters Score -516948.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -517000.406250 Penalty: 4183.709473
	Iteration 19Q: 3 clusters Score -517000.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -517059.812500 Penalty: 4183.709473
	Iteration 20F: 3 clusters Score -517059.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -517118.187500 Penalty: 4183.709473
	Iteration 21Q: 3 clusters Score -517118.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -517175.625000 Penalty: 4183.709473
	Iteration 22Q: 3 clusters Score -517175.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -517235.031250 Penalty: 4183.709473
	Iteration 23Q: 3 clusters Score -517235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -517300.343750 Penalty: 4183.709473
	Iteration 24Q: 3 clusters Score -517300.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -517361.000000 Penalty: 4183.709473
	Iteration 25Q: 3 clusters Score -517361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -517430.031250 Penalty: 4183.709473
	Iteration 26Q: 3 clusters Score -517430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -517485.687500 Penalty: 4183.709473
	Iteration 27Q: 3 clusters Score -517485.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -517531.281250 Penalty: 4183.709473
	Iteration 28Q: 3 clusters Score -517531.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -517559.187500 Penalty: 4183.709473
	Iteration 29Q: 3 clusters Score -517559.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -517585.031250 Penalty: 4183.709473
	Iteration 30Q: 3 clusters Score -517585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -517605.468750 Penalty: 4183.709473
	Iteration 31Q: 3 clusters Score -517605.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -517634.062500 Penalty: 4183.709473
	Iteration 32Q: 3 clusters Score -517634.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -517667.781250 Penalty: 4183.709473
	Iteration 33Q: 3 clusters Score -517667.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -517695.468750 Penalty: 4183.709473
	Iteration 34Q: 3 clusters Score -517695.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -517722.281250 Penalty: 4183.709473
	Iteration 35Q: 3 clusters Score -517722.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -517747.937500 Penalty: 4183.709473
	Iteration 36Q: 3 clusters Score -517747.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -517767.218750 Penalty: 4183.709473
	Iteration 37Q: 3 clusters Score -517767.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -517784.406250 Penalty: 4183.709473
	Iteration 38Q: 3 clusters Score -517784.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -517801.906250 Penalty: 4183.709473
	Iteration 39Q: 3 clusters Score -517801.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -517815.031250 Penalty: 4183.709473
	Iteration 40F: 3 clusters Score -517815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -517827.062500 Penalty: 4183.709473
	Iteration 41Q: 3 clusters Score -517827.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -517839.718750 Penalty: 4183.709473
	Iteration 42Q: 3 clusters Score -517839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -517853.343750 Penalty: 4183.709473
	Iteration 43Q: 3 clusters Score -517853.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -517868.031250 Penalty: 4183.709473
	Iteration 44Q: 3 clusters Score -517868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -517886.187500 Penalty: 4183.709473
	Iteration 45Q: 3 clusters Score -517886.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -517913.468750 Penalty: 4183.709473
	Iteration 46Q: 3 clusters Score -517913.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -517949.593750 Penalty: 4183.709473
	Iteration 47Q: 3 clusters Score -517949.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -517971.500000 Penalty: 4183.709473
	Iteration 48Q: 3 clusters Score -517971.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -517992.281250 Penalty: 4183.709473
	Iteration 49Q: 3 clusters Score -517992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -518016.500000 Penalty: 4183.709473
	Iteration 50Q: 3 clusters Score -518016.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -518034.187500 Penalty: 4183.709473
	Iteration 51Q: 3 clusters Score -518034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -518050.875000 Penalty: 4183.709473
	Iteration 52Q: 3 clusters Score -518050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -518058.000000 Penalty: 4183.709473
	Iteration 53Q: 3 clusters Score -518058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -518066.406250 Penalty: 4183.709473
	Iteration 54Q: 3 clusters Score -518066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -518076.906250 Penalty: 4183.709473
	Iteration 55Q: 3 clusters Score -518076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -518081.281250 Penalty: 4183.709473
	Iteration 56Q: 3 clusters Score -518081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -518083.625000 Penalty: 4183.709473
	Iteration 57Q: 3 clusters Score -518083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -518088.375000 Penalty: 4183.709473
	Iteration 58Q: 3 clusters Score -518088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -518092.250000 Penalty: 4183.709473
	Iteration 59Q: 3 clusters Score -518092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -518098.000000 Penalty: 4183.709473
	Iteration 60F: 3 clusters Score -518098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -518103.906250 Penalty: 4183.709473
	Iteration 61Q: 3 clusters Score -518103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -518104.093750 Penalty: 4183.709473
	Iteration 62Q: 3 clusters Score -518104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -518105.500000 Penalty: 4183.709473
	Iteration 63Q: 3 clusters Score -518105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -518105.500000 Penalty: 4183.709473
	Iteration 64F: 3 clusters Score -518105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (159617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Entering Unmasked Estep 
Score: -18875418.000000 Penalty: 2971.172119
	Iteration 0F: 2 clusters Score -1.887542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -18768822.000000 Penalty: 5942.344238
	Iteration 0F: 3 clusters Score -1.876882e+07 nChanged 76369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -18813328.000000 Penalty: 5942.344238
	Iteration 1F: 3 clusters Score -1.881333e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -18814208.000000 Penalty: 5942.344238
	Iteration 2Q: 3 clusters Score -1.881421e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -18815456.000000 Penalty: 5942.344238
	Iteration 3Q: 3 clusters Score -1.881546e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -18817130.000000 Penalty: 5942.344238
	Iteration 4Q: 3 clusters Score -1.881713e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -18819810.000000 Penalty: 5942.344238
	Iteration 5Q: 3 clusters Score -1.881981e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -18823834.000000 Penalty: 5942.344238
	Iteration 6Q: 3 clusters Score -1.882383e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -18830292.000000 Penalty: 5942.344238
	Iteration 7F: 3 clusters Score -1.883029e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -18838314.000000 Penalty: 5942.344238
	Iteration 8F: 3 clusters Score -1.883831e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -18845756.000000 Penalty: 5942.344238
	Iteration 9F: 3 clusters Score -1.884576e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -18849852.000000 Penalty: 5942.344238
	Iteration 10F: 3 clusters Score -1.884985e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -18851478.000000 Penalty: 5942.344238
	Iteration 11Q: 3 clusters Score -1.885148e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -18852174.000000 Penalty: 5942.344238
	Iteration 12Q: 3 clusters Score -1.885217e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -18852596.000000 Penalty: 5942.344238
	Iteration 13Q: 3 clusters Score -1.88526e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -18852998.000000 Penalty: 5942.344238
	Iteration 14Q: 3 clusters Score -1.8853e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -18853388.000000 Penalty: 5942.344238
	Iteration 15Q: 3 clusters Score -1.885339e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -18853708.000000 Penalty: 5942.344238
	Iteration 16Q: 3 clusters Score -1.885371e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -18854082.000000 Penalty: 5942.344238
	Iteration 17Q: 3 clusters Score -1.885408e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -18854464.000000 Penalty: 5942.344238
	Iteration 18Q: 3 clusters Score -1.885446e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -18854806.000000 Penalty: 5942.344238
	Iteration 19Q: 3 clusters Score -1.885481e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -18855026.000000 Penalty: 5942.344238
	Iteration 20F: 3 clusters Score -1.885503e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -18855230.000000 Penalty: 5942.344238
	Iteration 21Q: 3 clusters Score -1.885523e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -18855488.000000 Penalty: 5942.344238
	Iteration 22Q: 3 clusters Score -1.885549e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -18855596.000000 Penalty: 5942.344238
	Iteration 23Q: 3 clusters Score -1.88556e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -18855764.000000 Penalty: 5942.344238
	Iteration 24Q: 3 clusters Score -1.885576e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -18856016.000000 Penalty: 5942.344238
	Iteration 25Q: 3 clusters Score -1.885602e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -18856250.000000 Penalty: 5942.344238
	Iteration 26Q: 3 clusters Score -1.885625e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -18856490.000000 Penalty: 5942.344238
	Iteration 27Q: 3 clusters Score -1.885649e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -18856602.000000 Penalty: 5942.344238
	Iteration 28Q: 3 clusters Score -1.88566e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -18856780.000000 Penalty: 5942.344238
	Iteration 29Q: 3 clusters Score -1.885678e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -18856980.000000 Penalty: 5942.344238
	Iteration 30Q: 3 clusters Score -1.885698e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -18857130.000000 Penalty: 5942.344238
	Iteration 31Q: 3 clusters Score -1.885713e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -18857342.000000 Penalty: 5942.344238
	Iteration 32Q: 3 clusters Score -1.885734e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -18857472.000000 Penalty: 5942.344238
	Iteration 33Q: 3 clusters Score -1.885747e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -18857622.000000 Penalty: 5942.344238
	Iteration 34Q: 3 clusters Score -1.885762e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -18857838.000000 Penalty: 5942.344238
	Iteration 35Q: 3 clusters Score -1.885784e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -18858146.000000 Penalty: 5942.344238
	Iteration 36Q: 3 clusters Score -1.885815e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110913 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -18858430.000000 Penalty: 5942.344238
	Iteration 37Q: 3 clusters Score -1.885843e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112393 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -18858708.000000 Penalty: 5942.344238
	Iteration 38Q: 3 clusters Score -1.885871e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -18859008.000000 Penalty: 5942.344238
	Iteration 39Q: 3 clusters Score -1.885901e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -18859156.000000 Penalty: 5942.344238
	Iteration 40F: 3 clusters Score -1.885916e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -18859532.000000 Penalty: 5942.344238
	Iteration 41Q: 3 clusters Score -1.885953e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -18859818.000000 Penalty: 5942.344238
	Iteration 42Q: 3 clusters Score -1.885982e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120333 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -18860090.000000 Penalty: 5942.344238
	Iteration 43Q: 3 clusters Score -1.886009e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -18860558.000000 Penalty: 5942.344238
	Iteration 44Q: 3 clusters Score -1.886056e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -18860964.000000 Penalty: 5942.344238
	Iteration 45Q: 3 clusters Score -1.886096e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -18861390.000000 Penalty: 5942.344238
	Iteration 46Q: 3 clusters Score -1.886139e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -18861868.000000 Penalty: 5942.344238
	Iteration 47Q: 3 clusters Score -1.886187e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -18862426.000000 Penalty: 5942.344238
	Iteration 48Q: 3 clusters Score -1.886243e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131985 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -18863034.000000 Penalty: 5942.344238
	Iteration 49Q: 3 clusters Score -1.886303e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134106 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -18863618.000000 Penalty: 5942.344238
	Iteration 50Q: 3 clusters Score -1.886362e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136289 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -18864452.000000 Penalty: 5942.344238
	Iteration 51Q: 3 clusters Score -1.886445e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138476 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -18865182.000000 Penalty: 5942.344238
	Iteration 52Q: 3 clusters Score -1.886518e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140660 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -18865902.000000 Penalty: 5942.344238
	Iteration 53Q: 3 clusters Score -1.88659e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -18866638.000000 Penalty: 5942.344238
	Iteration 54Q: 3 clusters Score -1.886664e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -18867448.000000 Penalty: 5942.344238
	Iteration 55Q: 3 clusters Score -1.886745e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -18868094.000000 Penalty: 5942.344238
	Iteration 56Q: 3 clusters Score -1.886809e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -18868760.000000 Penalty: 5942.344238
	Iteration 57Q: 3 clusters Score -1.886876e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -18869474.000000 Penalty: 5942.344238
	Iteration 58Q: 3 clusters Score -1.886947e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151516 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -18870054.000000 Penalty: 5942.344238
	Iteration 59Q: 3 clusters Score -1.887005e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152834 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -18870576.000000 Penalty: 5942.344238
	Iteration 60F: 3 clusters Score -1.887058e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -18870950.000000 Penalty: 5942.344238
	Iteration 61Q: 3 clusters Score -1.887095e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -18871412.000000 Penalty: 5942.344238
	Iteration 62Q: 3 clusters Score -1.887141e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -18871686.000000 Penalty: 5942.344238
	Iteration 63Q: 3 clusters Score -1.887169e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -18871960.000000 Penalty: 5942.344238
	Iteration 64Q: 3 clusters Score -1.887196e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -18872118.000000 Penalty: 5942.344238
	Iteration 65Q: 3 clusters Score -1.887212e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157176 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -18872280.000000 Penalty: 5942.344238
	Iteration 66Q: 3 clusters Score -1.887228e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157479 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18872384.000000 Penalty: 5942.344238
	Iteration 67Q: 3 clusters Score -1.887238e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -18872490.000000 Penalty: 5942.344238
	Iteration 68Q: 3 clusters Score -1.887249e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -18872602.000000 Penalty: 5942.344238
	Iteration 69Q: 3 clusters Score -1.88726e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -18872652.000000 Penalty: 5942.344238
	Iteration 70Q: 3 clusters Score -1.887265e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -18872692.000000 Penalty: 5942.344238
	Iteration 71Q: 3 clusters Score -1.887269e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18872722.000000 Penalty: 5942.344238
	Iteration 72Q: 3 clusters Score -1.887272e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158290 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18872752.000000 Penalty: 5942.344238
	Iteration 73Q: 3 clusters Score -1.887275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158339 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18872778.000000 Penalty: 5942.344238
	Iteration 74Q: 3 clusters Score -1.887278e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18872804.000000 Penalty: 5942.344238
	Iteration 75Q: 3 clusters Score -1.88728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158431 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18872842.000000 Penalty: 5942.344238
	Iteration 76Q: 3 clusters Score -1.887284e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -18872856.000000 Penalty: 5942.344238
	Iteration 77Q: 3 clusters Score -1.887286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158512 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18872878.000000 Penalty: 5942.344238
	Iteration 78Q: 3 clusters Score -1.887288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158538 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18872880.000000 Penalty: 5942.344238
	Iteration 79Q: 3 clusters Score -1.887288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158557 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18872880.000000 Penalty: 5942.344238
	Iteration 80F: 3 clusters Score -1.887288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158576 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -18872862.000000 Penalty: 5942.344238
	Iteration 81Q: 3 clusters Score -1.887286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18872876.000000 Penalty: 5942.344238
	Iteration 82Q: 3 clusters Score -1.887288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18872886.000000 Penalty: 5942.344238
	Iteration 83Q: 3 clusters Score -1.887289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -18872904.000000 Penalty: 5942.344238
	Iteration 84Q: 3 clusters Score -1.88729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18872904.000000 Penalty: 5942.344238
	Iteration 85Q: 3 clusters Score -1.88729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -18872892.000000 Penalty: 5942.344238
	Iteration 86Q: 3 clusters Score -1.887289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158655 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18872886.000000 Penalty: 5942.344238
	Iteration 87Q: 3 clusters Score -1.887289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158672 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18872900.000000 Penalty: 5942.344238
	Iteration 88Q: 3 clusters Score -1.88729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158681 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18872900.000000 Penalty: 5942.344238
	Iteration 89Q: 3 clusters Score -1.88729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18872892.000000 Penalty: 5942.344238
	Iteration 90Q: 3 clusters Score -1.887289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158697 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -18872892.000000 Penalty: 5942.344238
	Iteration 91Q: 3 clusters Score -1.887289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158699 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -18872914.000000 Penalty: 5942.344238
	Iteration 92Q: 3 clusters Score -1.887291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18872906.000000 Penalty: 5942.344238
	Iteration 93Q: 3 clusters Score -1.887291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158704 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -18872904.000000 Penalty: 5942.344238
	Iteration 94Q: 3 clusters Score -1.88729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18872916.000000 Penalty: 5942.344238
	Iteration 95Q: 3 clusters Score -1.887292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18872908.000000 Penalty: 5942.344238
	Iteration 96Q: 3 clusters Score -1.887291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158709 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18872924.000000 Penalty: 5942.344238
	Iteration 97Q: 3 clusters Score -1.887292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18872916.000000 Penalty: 5942.344238
	Iteration 98Q: 3 clusters Score -1.887292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158715 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -18872922.000000 Penalty: 5942.344238
	Iteration 99Q: 3 clusters Score -1.887292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158716 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18872924.000000 Penalty: 5942.344238
	Iteration 100F: 3 clusters Score -1.887292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -18872924.000000 Penalty: 5942.344238
	Iteration 101Q: 3 clusters Score -1.887292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18872920.000000 Penalty: 5942.344238
	Iteration 102Q: 3 clusters Score -1.887292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158719 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -18872916.000000 Penalty: 5942.344238
	Iteration 103Q: 3 clusters Score -1.887292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158719 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -18872916.000000 Penalty: 5942.344238
	Iteration 104F: 3 clusters Score -1.887292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -111649.960938 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -111650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109714.187500 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -109714.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109969.382812 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -109969.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110059.281250 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -110059.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110091.968750 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -110092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110116.242188 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -110116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110132.320312 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -110132.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110147.218750 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -110147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110160.046875 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -110160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110165.093750 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -110165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110166.398438 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -110166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110168.429688 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -110168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110168.429688 Penalty: 3418.246338
	Iteration 11F: 3 clusters Score -110168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Entering Unmasked Estep 
Score: -5651688.500000 Penalty: 2672.617432
	Iteration 0F: 2 clusters Score -5651688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5619345.500000 Penalty: 5345.234863
	Iteration 0F: 3 clusters Score -5619346 nChanged 22013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5631578.000000 Penalty: 5345.234863
	Iteration 1F: 3 clusters Score -5631578 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5632228.500000 Penalty: 5345.234863
	Iteration 2Q: 3 clusters Score -5632228 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5633000.000000 Penalty: 5345.234863
	Iteration 3Q: 3 clusters Score -5633000 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5634140.000000 Penalty: 5345.234863
	Iteration 4Q: 3 clusters Score -5634140 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5635909.500000 Penalty: 5345.234863
	Iteration 5F: 3 clusters Score -5635910 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -5638718.000000 Penalty: 5345.234863
	Iteration 6F: 3 clusters Score -5638718 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5642390.000000 Penalty: 5345.234863
	Iteration 7F: 3 clusters Score -5642390 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5645898.500000 Penalty: 5345.234863
	Iteration 8F: 3 clusters Score -5645898 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5647914.000000 Penalty: 5345.234863
	Iteration 9Q: 3 clusters Score -5647914 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5648771.500000 Penalty: 5345.234863
	Iteration 10Q: 3 clusters Score -5648772 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5649150.500000 Penalty: 5345.234863
	Iteration 11Q: 3 clusters Score -5649150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5649318.000000 Penalty: 5345.234863
	Iteration 12Q: 3 clusters Score -5649318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5649379.500000 Penalty: 5345.234863
	Iteration 13Q: 3 clusters Score -5649380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5649426.000000 Penalty: 5345.234863
	Iteration 14Q: 3 clusters Score -5649426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5649461.500000 Penalty: 5345.234863
	Iteration 15Q: 3 clusters Score -5649462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5649480.000000 Penalty: 5345.234863
	Iteration 16Q: 3 clusters Score -5649480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5649491.000000 Penalty: 5345.234863
	Iteration 17Q: 3 clusters Score -5649491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5649503.500000 Penalty: 5345.234863
	Iteration 18Q: 3 clusters Score -5649504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5649512.500000 Penalty: 5345.234863
	Iteration 19Q: 3 clusters Score -5649512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5649529.000000 Penalty: 5345.234863
	Iteration 20F: 3 clusters Score -5649529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5649533.000000 Penalty: 5345.234863
	Iteration 21Q: 3 clusters Score -5649533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5649538.500000 Penalty: 5345.234863
	Iteration 22Q: 3 clusters Score -5649538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5649535.000000 Penalty: 5345.234863
	Iteration 23Q: 3 clusters Score -5649535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5649543.000000 Penalty: 5345.234863
	Iteration 24Q: 3 clusters Score -5649543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5649552.000000 Penalty: 5345.234863
	Iteration 25Q: 3 clusters Score -5649552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5649547.500000 Penalty: 5345.234863
	Iteration 26Q: 3 clusters Score -5649548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5649547.500000 Penalty: 5345.234863
	Iteration 27F: 3 clusters Score -5649548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -42997.738281 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -42997.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41586.234375 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -41586.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41755.078125 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41755.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41842.781250 Penalty: 3001.836182
	Iteration 2Q: 3 clusters Score -41842.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41875.757812 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -41875.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41891.921875 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -41891.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41917.171875 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -41917.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41923.531250 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -41923.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41926.144531 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -41926.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41926.144531 Penalty: 3001.836182
	Iteration 8F: 3 clusters Score -41926.14 nChanged 0
--- Evaluating fit on full set of 4832676 points ---
Entering Unmasked Estep 
Score: -567573504.000000 Penalty: 125959.218750
22->34 Clusters: Score -567573504.000000, best is -567779328.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1610892 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 73159 members 
Mstep: Class 3 contains 73380 members 
Mstep: Class 4 contains 72934 members 
Mstep: Class 5 contains 73479 members 
Mstep: Class 6 contains 72718 members 
Mstep: Class 7 contains 73026 members 
Mstep: Class 8 contains 73048 members 
Mstep: Class 9 contains 73088 members 
Mstep: Class 10 contains 73232 members 
Mstep: Class 11 contains 73001 members 
Mstep: Class 12 contains 73681 members 
Mstep: Class 13 contains 73561 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 73244 members 
Mstep: Class 16 contains 73530 members 
Mstep: Class 17 contains 73241 members 
Mstep: Class 18 contains 73133 members 
Mstep: Class 19 contains 73076 members 
Mstep: Class 20 contains 73491 members 
Mstep: Class 21 contains 73296 members 
Mstep: Class 22 contains 73374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 646.065430 but Gain 3544.492188
Score: -176376800.000000 Penalty: 74434.289062
Iteration 0F: 22 clusters Score -1.763768e+08 nChanged 1531354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4809 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 20739 members 
Mstep: Class 3 contains 50135 members 
Mstep: Class 4 contains 36045 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 20629 members 
Mstep: Class 8 contains 25026 members 
Mstep: Class 9 contains 124378 members 
Mstep: Class 10 contains 42143 members 
Mstep: Class 11 contains 32740 members 
Mstep: Class 12 contains 192911 members 
Mstep: Class 13 contains 11281 members 
Mstep: Class 14 contains 25036 members 
Mstep: Class 15 contains 180447 members 
Mstep: Class 16 contains 327564 members 
Mstep: Class 17 contains 153334 members 
Mstep: Class 18 contains 49660 members 
Mstep: Class 19 contains 73169 members 
Mstep: Class 20 contains 16030 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181730224.000000 Penalty: 74434.289062
Iteration 1F: 22 clusters Score -1.817302e+08 nChanged 539878
Entering Unmasked Mstep 
Mstep: Class 0 contains 2308 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 12278 members 
Mstep: Class 3 contains 40914 members 
Mstep: Class 4 contains 22768 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 13138 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 111684 members 
Mstep: Class 10 contains 24810 members 
Mstep: Class 11 contains 20035 members 
Mstep: Class 12 contains 208823 members 
Mstep: Class 13 contains 16594 members 
Mstep: Class 14 contains 15898 members 
Mstep: Class 15 contains 176525 members 
Mstep: Class 16 contains 477185 members 
Mstep: Class 17 contains 145517 members 
Mstep: Class 18 contains 47442 members 
Mstep: Class 19 contains 53491 members 
Mstep: Class 20 contains 7685 members 
Mstep: Class 21 contains 25250 members 
Mstep: Class 22 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182235232.000000 Penalty: 74434.289062
Iteration 2F: 22 clusters Score -1.822352e+08 nChanged 374040
Entering Unmasked Mstep 
Mstep: Class 0 contains 2043 members 
Mstep: Class 1 contains 166514 members 
Mstep: Class 2 contains 9651 members 
Mstep: Class 3 contains 36003 members 
Mstep: Class 4 contains 18322 members 
Mstep: Class 5 contains 24423 members 
Mstep: Class 6 contains 12367 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 109751 members 
Mstep: Class 10 contains 16892 members 
Mstep: Class 11 contains 13410 members 
Mstep: Class 12 contains 265854 members 
Mstep: Class 13 contains 22718 members 
Mstep: Class 14 contains 15647 members 
Mstep: Class 15 contains 171487 members 
Mstep: Class 16 contains 431434 members 
Mstep: Class 17 contains 160442 members 
Mstep: Class 18 contains 54344 members 
Mstep: Class 19 contains 47402 members 
Mstep: Class 20 contains 4693 members 
Mstep: Class 21 contains 17387 members 
Mstep: Class 22 contains 3223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182608096.000000 Penalty: 74434.289062
Iteration 3F: 22 clusters Score -1.826081e+08 nChanged 270740
Entering Unmasked Mstep 
Mstep: Class 0 contains 1254 members 
Mstep: Class 1 contains 170134 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 14552 members 
Mstep: Class 5 contains 26156 members 
Mstep: Class 6 contains 14244 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 101091 members 
Mstep: Class 10 contains 11974 members 
Mstep: Class 11 contains 9716 members 
Mstep: Class 12 contains 343138 members 
Mstep: Class 13 contains 25099 members 
Mstep: Class 14 contains 16895 members 
Mstep: Class 15 contains 155380 members 
Mstep: Class 16 contains 381267 members 
Mstep: Class 17 contains 170784 members 
Mstep: Class 18 contains 58536 members 
Mstep: Class 19 contains 48729 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 11720 members 
Mstep: Class 22 contains 3380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182957632.000000 Penalty: 74434.289062
Iteration 4F: 22 clusters Score -1.829576e+08 nChanged 241388
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 20961 members 
Mstep: Class 4 contains 11851 members 
Mstep: Class 5 contains 25708 members 
Mstep: Class 6 contains 18163 members 
Mstep: Class 8 contains 6563 members 
Mstep: Class 9 contains 89280 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 424891 members 
Mstep: Class 13 contains 25815 members 
Mstep: Class 14 contains 17484 members 
Mstep: Class 15 contains 136594 members 
Mstep: Class 16 contains 340592 members 
Mstep: Class 17 contains 173898 members 
Mstep: Class 18 contains 59278 members 
Mstep: Class 19 contains 48864 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183140912.000000 Penalty: 74434.289062
Iteration 5F: 22 clusters Score -1.831409e+08 nChanged 231132
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 10726 members 
Mstep: Class 5 contains 25170 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 80490 members 
Mstep: Class 10 contains 9046 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 438695 members 
Mstep: Class 13 contains 26203 members 
Mstep: Class 14 contains 18581 members 
Mstep: Class 15 contains 123714 members 
Mstep: Class 16 contains 331171 members 
Mstep: Class 17 contains 183516 members 
Mstep: Class 18 contains 58158 members 
Mstep: Class 19 contains 51016 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 6669 members 
Mstep: Class 22 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183276944.000000 Penalty: 74434.289062
Iteration 6F: 22 clusters Score -1.832769e+08 nChanged 168558
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 11407 members 
Mstep: Class 4 contains 10406 members 
Mstep: Class 5 contains 24241 members 
Mstep: Class 6 contains 27959 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 72945 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 421542 members 
Mstep: Class 13 contains 25930 members 
Mstep: Class 14 contains 20097 members 
Mstep: Class 15 contains 113720 members 
Mstep: Class 16 contains 336287 members 
Mstep: Class 17 contains 199069 members 
Mstep: Class 18 contains 55960 members 
Mstep: Class 19 contains 55168 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 6149 members 
Mstep: Class 22 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183363936.000000 Penalty: 74434.289062
Iteration 7F: 22 clusters Score -1.833639e+08 nChanged 135542
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 198544 members 
Mstep: Class 2 contains 6186 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 10316 members 
Mstep: Class 5 contains 22906 members 
Mstep: Class 6 contains 32312 members 
Mstep: Class 8 contains 10993 members 
Mstep: Class 9 contains 68100 members 
Mstep: Class 10 contains 12176 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 399127 members 
Mstep: Class 13 contains 25176 members 
Mstep: Class 14 contains 21842 members 
Mstep: Class 15 contains 106509 members 
Mstep: Class 16 contains 336467 members 
Mstep: Class 17 contains 219337 members 
Mstep: Class 18 contains 52878 members 
Mstep: Class 19 contains 60527 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183438464.000000 Penalty: 74434.289062
Iteration 8F: 22 clusters Score -1.834385e+08 nChanged 116070
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 203455 members 
Mstep: Class 2 contains 5768 members 
Mstep: Class 3 contains 6901 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 21389 members 
Mstep: Class 6 contains 35996 members 
Mstep: Class 8 contains 11999 members 
Mstep: Class 9 contains 65322 members 
Mstep: Class 10 contains 13656 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 377901 members 
Mstep: Class 13 contains 24184 members 
Mstep: Class 14 contains 23416 members 
Mstep: Class 15 contains 101196 members 
Mstep: Class 16 contains 333777 members 
Mstep: Class 17 contains 241440 members 
Mstep: Class 18 contains 49356 members 
Mstep: Class 19 contains 66810 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183500496.000000 Penalty: 74434.289062
Iteration 9F: 22 clusters Score -1.835005e+08 nChanged 101367
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 204524 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 19875 members 
Mstep: Class 6 contains 39182 members 
Mstep: Class 8 contains 12837 members 
Mstep: Class 9 contains 64184 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 357757 members 
Mstep: Class 13 contains 23047 members 
Mstep: Class 14 contains 24946 members 
Mstep: Class 15 contains 97439 members 
Mstep: Class 16 contains 331011 members 
Mstep: Class 17 contains 263786 members 
Mstep: Class 18 contains 45618 members 
Mstep: Class 19 contains 73018 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183554464.000000 Penalty: 74434.289062
Iteration 10F: 22 clusters Score -1.835545e+08 nChanged 91044
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 202635 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 10732 members 
Mstep: Class 5 contains 18612 members 
Mstep: Class 6 contains 41811 members 
Mstep: Class 8 contains 13500 members 
Mstep: Class 9 contains 64075 members 
Mstep: Class 10 contains 15619 members 
Mstep: Class 11 contains 4810 members 
Mstep: Class 12 contains 340237 members 
Mstep: Class 13 contains 21810 members 
Mstep: Class 14 contains 26612 members 
Mstep: Class 15 contains 95003 members 
Mstep: Class 16 contains 328072 members 
Mstep: Class 17 contains 285287 members 
Mstep: Class 18 contains 41794 members 
Mstep: Class 19 contains 78091 members 
Mstep: Class 20 contains 2946 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 3987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183601904.000000 Penalty: 74434.289062
Iteration 11F: 22 clusters Score -1.836019e+08 nChanged 83014
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 198398 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 17589 members 
Mstep: Class 6 contains 43728 members 
Mstep: Class 8 contains 13902 members 
Mstep: Class 9 contains 64498 members 
Mstep: Class 10 contains 16312 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 327198 members 
Mstep: Class 13 contains 20612 members 
Mstep: Class 14 contains 28417 members 
Mstep: Class 15 contains 93620 members 
Mstep: Class 16 contains 324842 members 
Mstep: Class 17 contains 304717 members 
Mstep: Class 18 contains 37945 members 
Mstep: Class 19 contains 81836 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3502.947021 but Gain 3544.492188
Score: -183642160.000000 Penalty: 70889.796875
Iteration 12F: 21 clusters Score -1.836422e+08 nChanged 79102
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 193648 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 4 contains 11532 members 
Mstep: Class 5 contains 16800 members 
Mstep: Class 6 contains 45069 members 
Mstep: Class 8 contains 14174 members 
Mstep: Class 9 contains 65101 members 
Mstep: Class 10 contains 16759 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 314957 members 
Mstep: Class 13 contains 19512 members 
Mstep: Class 14 contains 30211 members 
Mstep: Class 15 contains 93402 members 
Mstep: Class 16 contains 321579 members 
Mstep: Class 17 contains 327004 members 
Mstep: Class 18 contains 34011 members 
Mstep: Class 19 contains 84299 members 
Mstep: Class 20 contains 2861 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183683744.000000 Penalty: 70889.796875
Iteration 13Q: 21 clusters Score -1.836837e+08 nChanged 84373
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 189124 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 16159 members 
Mstep: Class 6 contains 45456 members 
Mstep: Class 8 contains 14486 members 
Mstep: Class 9 contains 64441 members 
Mstep: Class 10 contains 17062 members 
Mstep: Class 11 contains 5222 members 
Mstep: Class 12 contains 293378 members 
Mstep: Class 13 contains 18543 members 
Mstep: Class 14 contains 31921 members 
Mstep: Class 15 contains 94115 members 
Mstep: Class 16 contains 313552 members 
Mstep: Class 17 contains 359856 members 
Mstep: Class 18 contains 30119 members 
Mstep: Class 19 contains 86852 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183676128.000000 Penalty: 70889.796875
Iteration 14F: 21 clusters Score -1.836761e+08 nChanged 104873
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 186492 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 4 contains 12690 members 
Mstep: Class 5 contains 15680 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 8 contains 14846 members 
Mstep: Class 9 contains 63124 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 269785 members 
Mstep: Class 13 contains 17669 members 
Mstep: Class 14 contains 33646 members 
Mstep: Class 15 contains 95667 members 
Mstep: Class 16 contains 307459 members 
Mstep: Class 17 contains 388758 members 
Mstep: Class 18 contains 26261 members 
Mstep: Class 19 contains 90411 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 4686 members 
Mstep: Class 22 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183636592.000000 Penalty: 70889.796875
Iteration 15F: 21 clusters Score -1.836366e+08 nChanged 103151
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 186918 members 
Mstep: Class 2 contains 8718 members 
Mstep: Class 4 contains 12984 members 
Mstep: Class 5 contains 15292 members 
Mstep: Class 6 contains 47401 members 
Mstep: Class 8 contains 15282 members 
Mstep: Class 9 contains 62536 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 258066 members 
Mstep: Class 13 contains 16993 members 
Mstep: Class 14 contains 35595 members 
Mstep: Class 15 contains 97945 members 
Mstep: Class 16 contains 308000 members 
Mstep: Class 17 contains 391858 members 
Mstep: Class 18 contains 22758 members 
Mstep: Class 19 contains 94600 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183634368.000000 Penalty: 70889.796875
Iteration 16F: 21 clusters Score -1.836344e+08 nChanged 80452
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 187573 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 4 contains 13135 members 
Mstep: Class 5 contains 14974 members 
Mstep: Class 6 contains 48460 members 
Mstep: Class 8 contains 15796 members 
Mstep: Class 9 contains 62388 members 
Mstep: Class 10 contains 18251 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 260785 members 
Mstep: Class 13 contains 16500 members 
Mstep: Class 14 contains 37092 members 
Mstep: Class 15 contains 100030 members 
Mstep: Class 16 contains 311404 members 
Mstep: Class 17 contains 378335 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 97377 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183660960.000000 Penalty: 70889.796875
Iteration 17Q: 21 clusters Score -1.83661e+08 nChanged 64338
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 10231 members 
Mstep: Class 4 contains 13436 members 
Mstep: Class 5 contains 14713 members 
Mstep: Class 6 contains 49045 members 
Mstep: Class 8 contains 16279 members 
Mstep: Class 9 contains 62544 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 270036 members 
Mstep: Class 13 contains 15992 members 
Mstep: Class 14 contains 38085 members 
Mstep: Class 15 contains 101513 members 
Mstep: Class 16 contains 313647 members 
Mstep: Class 17 contains 363424 members 
Mstep: Class 18 contains 17278 members 
Mstep: Class 19 contains 98180 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 7699 members 
Mstep: Class 22 contains 3998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183694832.000000 Penalty: 70889.796875
Iteration 18Q: 21 clusters Score -1.836948e+08 nChanged 58361
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 10833 members 
Mstep: Class 4 contains 13749 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 49099 members 
Mstep: Class 8 contains 16666 members 
Mstep: Class 9 contains 62683 members 
Mstep: Class 10 contains 18574 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 282347 members 
Mstep: Class 13 contains 15481 members 
Mstep: Class 14 contains 38671 members 
Mstep: Class 15 contains 102565 members 
Mstep: Class 16 contains 314142 members 
Mstep: Class 17 contains 351011 members 
Mstep: Class 18 contains 15247 members 
Mstep: Class 19 contains 97697 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 9064 members 
Mstep: Class 22 contains 3981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183723424.000000 Penalty: 70889.796875
Iteration 19Q: 21 clusters Score -1.837234e+08 nChanged 55203
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 182050 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 4 contains 14082 members 
Mstep: Class 5 contains 14114 members 
Mstep: Class 6 contains 48673 members 
Mstep: Class 8 contains 16924 members 
Mstep: Class 9 contains 62747 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 296082 members 
Mstep: Class 13 contains 14782 members 
Mstep: Class 14 contains 38999 members 
Mstep: Class 15 contains 103307 members 
Mstep: Class 16 contains 313167 members 
Mstep: Class 17 contains 341310 members 
Mstep: Class 18 contains 13576 members 
Mstep: Class 19 contains 96727 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 10466 members 
Mstep: Class 22 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183743456.000000 Penalty: 70889.796875
Iteration 20F: 21 clusters Score -1.837435e+08 nChanged 52442
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 4 contains 14354 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 48109 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 62865 members 
Mstep: Class 10 contains 18441 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 310935 members 
Mstep: Class 13 contains 13997 members 
Mstep: Class 14 contains 39181 members 
Mstep: Class 15 contains 103854 members 
Mstep: Class 16 contains 311148 members 
Mstep: Class 17 contains 332543 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 95601 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183760784.000000 Penalty: 70889.796875
Iteration 21Q: 21 clusters Score -1.837608e+08 nChanged 45804
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 175915 members 
Mstep: Class 2 contains 11944 members 
Mstep: Class 4 contains 14587 members 
Mstep: Class 5 contains 13801 members 
Mstep: Class 6 contains 47561 members 
Mstep: Class 8 contains 17372 members 
Mstep: Class 9 contains 63398 members 
Mstep: Class 10 contains 18371 members 
Mstep: Class 11 contains 8626 members 
Mstep: Class 12 contains 325229 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 39364 members 
Mstep: Class 15 contains 104221 members 
Mstep: Class 16 contains 308168 members 
Mstep: Class 17 contains 324496 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 94410 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 3908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183772064.000000 Penalty: 70889.796875
Iteration 22Q: 21 clusters Score -1.837721e+08 nChanged 45725
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 4 contains 14697 members 
Mstep: Class 5 contains 13797 members 
Mstep: Class 6 contains 47223 members 
Mstep: Class 8 contains 17670 members 
Mstep: Class 9 contains 64266 members 
Mstep: Class 10 contains 18259 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 341013 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 39575 members 
Mstep: Class 15 contains 104280 members 
Mstep: Class 16 contains 304161 members 
Mstep: Class 17 contains 314753 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 93762 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 14237 members 
Mstep: Class 22 contains 3889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183775248.000000 Penalty: 70889.796875
Iteration 23Q: 21 clusters Score -1.837752e+08 nChanged 49547
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 171156 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 13820 members 
Mstep: Class 6 contains 47049 members 
Mstep: Class 8 contains 17943 members 
Mstep: Class 9 contains 65282 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 9915 members 
Mstep: Class 12 contains 356208 members 
Mstep: Class 13 contains 11576 members 
Mstep: Class 14 contains 39753 members 
Mstep: Class 15 contains 104120 members 
Mstep: Class 16 contains 299658 members 
Mstep: Class 17 contains 304961 members 
Mstep: Class 18 contains 8973 members 
Mstep: Class 19 contains 93944 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 15335 members 
Mstep: Class 22 contains 3878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183762112.000000 Penalty: 70889.796875
Iteration 24Q: 21 clusters Score -1.837621e+08 nChanged 50594
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 169788 members 
Mstep: Class 2 contains 12427 members 
Mstep: Class 4 contains 14912 members 
Mstep: Class 5 contains 13945 members 
Mstep: Class 6 contains 47260 members 
Mstep: Class 8 contains 18172 members 
Mstep: Class 9 contains 66616 members 
Mstep: Class 10 contains 17966 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 366347 members 
Mstep: Class 13 contains 10823 members 
Mstep: Class 14 contains 40025 members 
Mstep: Class 15 contains 103830 members 
Mstep: Class 16 contains 296108 members 
Mstep: Class 17 contains 296473 members 
Mstep: Class 18 contains 8420 members 
Mstep: Class 19 contains 94852 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 16436 members 
Mstep: Class 22 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183743280.000000 Penalty: 70889.796875
Iteration 25Q: 21 clusters Score -1.837433e+08 nChanged 46618
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 12553 members 
Mstep: Class 4 contains 15026 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 47839 members 
Mstep: Class 8 contains 18474 members 
Mstep: Class 9 contains 68615 members 
Mstep: Class 10 contains 17912 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 369897 members 
Mstep: Class 13 contains 10225 members 
Mstep: Class 14 contains 40429 members 
Mstep: Class 15 contains 103603 members 
Mstep: Class 16 contains 293611 members 
Mstep: Class 17 contains 290282 members 
Mstep: Class 18 contains 8151 members 
Mstep: Class 19 contains 95914 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 17582 members 
Mstep: Class 22 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183732320.000000 Penalty: 70889.796875
Iteration 26Q: 21 clusters Score -1.837323e+08 nChanged 38075
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 170475 members 
Mstep: Class 2 contains 12728 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 8 contains 18759 members 
Mstep: Class 9 contains 71209 members 
Mstep: Class 10 contains 17919 members 
Mstep: Class 11 contains 11191 members 
Mstep: Class 12 contains 368301 members 
Mstep: Class 13 contains 9656 members 
Mstep: Class 14 contains 40909 members 
Mstep: Class 15 contains 103412 members 
Mstep: Class 16 contains 292033 members 
Mstep: Class 17 contains 286802 members 
Mstep: Class 18 contains 7947 members 
Mstep: Class 19 contains 96625 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183732544.000000 Penalty: 70889.796875
Iteration 27Q: 21 clusters Score -1.837325e+08 nChanged 31234
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 49345 members 
Mstep: Class 8 contains 18987 members 
Mstep: Class 9 contains 74285 members 
Mstep: Class 10 contains 17952 members 
Mstep: Class 11 contains 11430 members 
Mstep: Class 12 contains 364108 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 14 contains 41389 members 
Mstep: Class 15 contains 103176 members 
Mstep: Class 16 contains 290521 members 
Mstep: Class 17 contains 285909 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 96601 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 19957 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183736896.000000 Penalty: 70889.796875
Iteration 28Q: 21 clusters Score -1.837369e+08 nChanged 26773
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 13066 members 
Mstep: Class 4 contains 15167 members 
Mstep: Class 5 contains 15027 members 
Mstep: Class 6 contains 50075 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 77632 members 
Mstep: Class 10 contains 17997 members 
Mstep: Class 11 contains 11590 members 
Mstep: Class 12 contains 359740 members 
Mstep: Class 13 contains 8707 members 
Mstep: Class 14 contains 41832 members 
Mstep: Class 15 contains 102905 members 
Mstep: Class 16 contains 288576 members 
Mstep: Class 17 contains 286399 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 95925 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 20938 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183742400.000000 Penalty: 70889.796875
Iteration 29Q: 21 clusters Score -1.837424e+08 nChanged 24073
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 4 contains 15208 members 
Mstep: Class 5 contains 15231 members 
Mstep: Class 6 contains 50730 members 
Mstep: Class 8 contains 19376 members 
Mstep: Class 9 contains 81153 members 
Mstep: Class 10 contains 18057 members 
Mstep: Class 11 contains 11738 members 
Mstep: Class 12 contains 355791 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 42153 members 
Mstep: Class 15 contains 102544 members 
Mstep: Class 16 contains 286034 members 
Mstep: Class 17 contains 287698 members 
Mstep: Class 18 contains 7607 members 
Mstep: Class 19 contains 94837 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 21798 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183747984.000000 Penalty: 70889.796875
Iteration 30Q: 21 clusters Score -1.83748e+08 nChanged 22290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 174189 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 4 contains 15296 members 
Mstep: Class 5 contains 15407 members 
Mstep: Class 6 contains 51353 members 
Mstep: Class 8 contains 19550 members 
Mstep: Class 9 contains 84920 members 
Mstep: Class 10 contains 18135 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 352346 members 
Mstep: Class 13 contains 8016 members 
Mstep: Class 14 contains 42377 members 
Mstep: Class 15 contains 102124 members 
Mstep: Class 16 contains 282948 members 
Mstep: Class 17 contains 289478 members 
Mstep: Class 18 contains 7510 members 
Mstep: Class 19 contains 93445 members 
Mstep: Class 20 contains 2093 members 
Mstep: Class 21 contains 22520 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183753152.000000 Penalty: 70889.796875
Iteration 31Q: 21 clusters Score -1.837532e+08 nChanged 21039
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 174944 members 
Mstep: Class 2 contains 13556 members 
Mstep: Class 4 contains 15428 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 51942 members 
Mstep: Class 8 contains 19718 members 
Mstep: Class 9 contains 89019 members 
Mstep: Class 10 contains 18184 members 
Mstep: Class 11 contains 12063 members 
Mstep: Class 12 contains 349284 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 14 contains 42583 members 
Mstep: Class 15 contains 101547 members 
Mstep: Class 16 contains 279261 members 
Mstep: Class 17 contains 291476 members 
Mstep: Class 18 contains 7418 members 
Mstep: Class 19 contains 92051 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 23156 members 
Mstep: Class 22 contains 3860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183758928.000000 Penalty: 70889.796875
Iteration 32Q: 21 clusters Score -1.837589e+08 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 15641 members 
Mstep: Class 6 contains 52438 members 
Mstep: Class 8 contains 19882 members 
Mstep: Class 9 contains 93323 members 
Mstep: Class 10 contains 18245 members 
Mstep: Class 11 contains 12322 members 
Mstep: Class 12 contains 346730 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 42740 members 
Mstep: Class 15 contains 100862 members 
Mstep: Class 16 contains 275086 members 
Mstep: Class 17 contains 293361 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 90660 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 23721 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183762304.000000 Penalty: 70889.796875
Iteration 33Q: 21 clusters Score -1.837623e+08 nChanged 19328
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 176761 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 15686 members 
Mstep: Class 6 contains 52862 members 
Mstep: Class 8 contains 20059 members 
Mstep: Class 9 contains 97705 members 
Mstep: Class 10 contains 18305 members 
Mstep: Class 11 contains 12629 members 
Mstep: Class 12 contains 344613 members 
Mstep: Class 13 contains 7256 members 
Mstep: Class 14 contains 42884 members 
Mstep: Class 15 contains 100031 members 
Mstep: Class 16 contains 270630 members 
Mstep: Class 17 contains 295180 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 19 contains 89323 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 24226 members 
Mstep: Class 22 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183766976.000000 Penalty: 70889.796875
Iteration 34Q: 21 clusters Score -1.83767e+08 nChanged 18550
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 177631 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 15698 members 
Mstep: Class 6 contains 53188 members 
Mstep: Class 8 contains 20257 members 
Mstep: Class 9 contains 102188 members 
Mstep: Class 10 contains 18374 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 342613 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 43020 members 
Mstep: Class 15 contains 99048 members 
Mstep: Class 16 contains 266061 members 
Mstep: Class 17 contains 297056 members 
Mstep: Class 18 contains 7201 members 
Mstep: Class 19 contains 88092 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 24632 members 
Mstep: Class 22 contains 3860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183772096.000000 Penalty: 70889.796875
Iteration 35Q: 21 clusters Score -1.837721e+08 nChanged 17988
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 4 contains 15842 members 
Mstep: Class 5 contains 15673 members 
Mstep: Class 6 contains 53447 members 
Mstep: Class 8 contains 20457 members 
Mstep: Class 9 contains 106748 members 
Mstep: Class 10 contains 18434 members 
Mstep: Class 11 contains 13462 members 
Mstep: Class 12 contains 340724 members 
Mstep: Class 13 contains 6914 members 
Mstep: Class 14 contains 43158 members 
Mstep: Class 15 contains 97834 members 
Mstep: Class 16 contains 261339 members 
Mstep: Class 17 contains 299016 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 86959 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 25003 members 
Mstep: Class 22 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183776352.000000 Penalty: 70889.796875
Iteration 36Q: 21 clusters Score -1.837764e+08 nChanged 17991
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 4 contains 15884 members 
Mstep: Class 5 contains 15620 members 
Mstep: Class 6 contains 53673 members 
Mstep: Class 8 contains 20664 members 
Mstep: Class 9 contains 111409 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 14163 members 
Mstep: Class 12 contains 338748 members 
Mstep: Class 13 contains 6774 members 
Mstep: Class 14 contains 43278 members 
Mstep: Class 15 contains 96320 members 
Mstep: Class 16 contains 256675 members 
Mstep: Class 17 contains 301309 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 85873 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 25278 members 
Mstep: Class 22 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183781856.000000 Penalty: 70889.796875
Iteration 37Q: 21 clusters Score -1.837819e+08 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 179994 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 4 contains 15919 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 53861 members 
Mstep: Class 8 contains 20889 members 
Mstep: Class 9 contains 115956 members 
Mstep: Class 10 contains 18540 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 336918 members 
Mstep: Class 13 contains 6619 members 
Mstep: Class 14 contains 43392 members 
Mstep: Class 15 contains 94480 members 
Mstep: Class 16 contains 251974 members 
Mstep: Class 17 contains 303776 members 
Mstep: Class 18 contains 7019 members 
Mstep: Class 19 contains 84892 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 25466 members 
Mstep: Class 22 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183784640.000000 Penalty: 70889.796875
Iteration 38Q: 21 clusters Score -1.837846e+08 nChanged 18088
Entering ConstructFrom: 
Score: -183784640.000000 Penalty: 70889.796875
Entering ConstructFrom: 
Trying to split cluster 1 (180796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180796 members 
Entering Unmasked Estep 
Score: -21229920.000000 Penalty: 3002.070801
	Iteration 0F: 2 clusters Score -2.122992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -21111166.000000 Penalty: 6004.141602
	Iteration 0F: 3 clusters Score -2.111117e+07 nChanged 86672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -21162724.000000 Penalty: 6004.141602
	Iteration 1F: 3 clusters Score -2.116272e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -21164970.000000 Penalty: 6004.141602
	Iteration 2Q: 3 clusters Score -2.116497e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -21168620.000000 Penalty: 6004.141602
	Iteration 3Q: 3 clusters Score -2.116862e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -21175180.000000 Penalty: 6004.141602
	Iteration 4F: 3 clusters Score -2.117518e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133633 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -21186050.000000 Penalty: 6004.141602
	Iteration 5F: 3 clusters Score -2.118605e+07 nChanged 15747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149058 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -21200972.000000 Penalty: 6004.141602
	Iteration 6F: 3 clusters Score -2.120097e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -21214370.000000 Penalty: 6004.141602
	Iteration 7F: 3 clusters Score -2.121437e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -21222326.000000 Penalty: 6004.141602
	Iteration 8Q: 3 clusters Score -2.122233e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -21225530.000000 Penalty: 6004.141602
	Iteration 9Q: 3 clusters Score -2.122553e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -21226924.000000 Penalty: 6004.141602
	Iteration 10Q: 3 clusters Score -2.122692e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21227568.000000 Penalty: 6004.141602
	Iteration 11Q: 3 clusters Score -2.122757e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -21227874.000000 Penalty: 6004.141602
	Iteration 12Q: 3 clusters Score -2.122787e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21228084.000000 Penalty: 6004.141602
	Iteration 13Q: 3 clusters Score -2.122808e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -21228114.000000 Penalty: 6004.141602
	Iteration 14Q: 3 clusters Score -2.122811e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178511 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21228224.000000 Penalty: 6004.141602
	Iteration 15Q: 3 clusters Score -2.122822e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178479 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21228290.000000 Penalty: 6004.141602
	Iteration 16Q: 3 clusters Score -2.122829e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178452 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21228320.000000 Penalty: 6004.141602
	Iteration 17Q: 3 clusters Score -2.122832e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21228316.000000 Penalty: 6004.141602
	Iteration 18Q: 3 clusters Score -2.122832e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178410 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21228340.000000 Penalty: 6004.141602
	Iteration 19Q: 3 clusters Score -2.122834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178384 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21228372.000000 Penalty: 6004.141602
	Iteration 20F: 3 clusters Score -2.122837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178367 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -21228384.000000 Penalty: 6004.141602
	Iteration 21Q: 3 clusters Score -2.122838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21228394.000000 Penalty: 6004.141602
	Iteration 22Q: 3 clusters Score -2.122839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178344 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21228404.000000 Penalty: 6004.141602
	Iteration 23Q: 3 clusters Score -2.12284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178336 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21228398.000000 Penalty: 6004.141602
	Iteration 24Q: 3 clusters Score -2.12284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178320 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21228430.000000 Penalty: 6004.141602
	Iteration 25Q: 3 clusters Score -2.122843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21228416.000000 Penalty: 6004.141602
	Iteration 26Q: 3 clusters Score -2.122842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21228438.000000 Penalty: 6004.141602
	Iteration 27Q: 3 clusters Score -2.122844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21228418.000000 Penalty: 6004.141602
	Iteration 28Q: 3 clusters Score -2.122842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21228438.000000 Penalty: 6004.141602
	Iteration 29Q: 3 clusters Score -2.122844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178265 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -21228450.000000 Penalty: 6004.141602
	Iteration 30Q: 3 clusters Score -2.122845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21228462.000000 Penalty: 6004.141602
	Iteration 31Q: 3 clusters Score -2.122846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178237 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21228444.000000 Penalty: 6004.141602
	Iteration 32Q: 3 clusters Score -2.122844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178226 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21228438.000000 Penalty: 6004.141602
	Iteration 33Q: 3 clusters Score -2.122844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21228458.000000 Penalty: 6004.141602
	Iteration 34Q: 3 clusters Score -2.122846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21228446.000000 Penalty: 6004.141602
	Iteration 35Q: 3 clusters Score -2.122845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21228458.000000 Penalty: 6004.141602
	Iteration 36Q: 3 clusters Score -2.122846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178211 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -21228440.000000 Penalty: 6004.141602
	Iteration 37Q: 3 clusters Score -2.122844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178197 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -21228464.000000 Penalty: 6004.141602
	Iteration 38Q: 3 clusters Score -2.122846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178189 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -21228460.000000 Penalty: 6004.141602
	Iteration 39Q: 3 clusters Score -2.122846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21228456.000000 Penalty: 6004.141602
	Iteration 40F: 3 clusters Score -2.122846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21228482.000000 Penalty: 6004.141602
	Iteration 41Q: 3 clusters Score -2.122848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178140 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -21228464.000000 Penalty: 6004.141602
	Iteration 42Q: 3 clusters Score -2.122846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21228482.000000 Penalty: 6004.141602
	Iteration 43Q: 3 clusters Score -2.122848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21228500.000000 Penalty: 6004.141602
	Iteration 44Q: 3 clusters Score -2.12285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21228486.000000 Penalty: 6004.141602
	Iteration 45Q: 3 clusters Score -2.122849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21228518.000000 Penalty: 6004.141602
	Iteration 46Q: 3 clusters Score -2.122852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178074 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -21228500.000000 Penalty: 6004.141602
	Iteration 47Q: 3 clusters Score -2.12285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21228512.000000 Penalty: 6004.141602
	Iteration 48Q: 3 clusters Score -2.122851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178053 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21228502.000000 Penalty: 6004.141602
	Iteration 49Q: 3 clusters Score -2.12285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -21228490.000000 Penalty: 6004.141602
	Iteration 50Q: 3 clusters Score -2.122849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -21228508.000000 Penalty: 6004.141602
	Iteration 51Q: 3 clusters Score -2.122851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -21228518.000000 Penalty: 6004.141602
	Iteration 52Q: 3 clusters Score -2.122852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -21228532.000000 Penalty: 6004.141602
	Iteration 53Q: 3 clusters Score -2.122853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -21228552.000000 Penalty: 6004.141602
	Iteration 54Q: 3 clusters Score -2.122855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178011 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -21228562.000000 Penalty: 6004.141602
	Iteration 55Q: 3 clusters Score -2.122856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178008 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21228556.000000 Penalty: 6004.141602
	Iteration 56Q: 3 clusters Score -2.122856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178002 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21228584.000000 Penalty: 6004.141602
	Iteration 57Q: 3 clusters Score -2.122858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177996 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -21228588.000000 Penalty: 6004.141602
	Iteration 58Q: 3 clusters Score -2.122859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21228546.000000 Penalty: 6004.141602
	Iteration 59Q: 3 clusters Score -2.122855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177989 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -21228546.000000 Penalty: 6004.141602
	Iteration 60F: 3 clusters Score -2.122855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177987 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -21228538.000000 Penalty: 6004.141602
	Iteration 61Q: 3 clusters Score -2.122854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177986 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -21228538.000000 Penalty: 6004.141602
	Iteration 62Q: 3 clusters Score -2.122854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177983 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21228540.000000 Penalty: 6004.141602
	Iteration 63Q: 3 clusters Score -2.122854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177977 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -21228540.000000 Penalty: 6004.141602
	Iteration 64Q: 3 clusters Score -2.122854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177974 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -21228550.000000 Penalty: 6004.141602
	Iteration 65Q: 3 clusters Score -2.122855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177968 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -21228540.000000 Penalty: 6004.141602
	Iteration 66Q: 3 clusters Score -2.122854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177964 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21228538.000000 Penalty: 6004.141602
	Iteration 67Q: 3 clusters Score -2.122854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177963 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21228538.000000 Penalty: 6004.141602
	Iteration 68Q: 3 clusters Score -2.122854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177960 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -21228534.000000 Penalty: 6004.141602
	Iteration 69Q: 3 clusters Score -2.122853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -21228530.000000 Penalty: 6004.141602
	Iteration 70Q: 3 clusters Score -2.122853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -21228532.000000 Penalty: 6004.141602
	Iteration 71Q: 3 clusters Score -2.122853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21228534.000000 Penalty: 6004.141602
	Iteration 72Q: 3 clusters Score -2.122853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177950 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -21228530.000000 Penalty: 6004.141602
	Iteration 73Q: 3 clusters Score -2.122853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177950 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -21228536.000000 Penalty: 6004.141602
	Iteration 74Q: 3 clusters Score -2.122854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177948 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -21228542.000000 Penalty: 6004.141602
	Iteration 75Q: 3 clusters Score -2.122854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177941 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -21228548.000000 Penalty: 6004.141602
	Iteration 76Q: 3 clusters Score -2.122855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21228540.000000 Penalty: 6004.141602
	Iteration 77Q: 3 clusters Score -2.122854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21228528.000000 Penalty: 6004.141602
	Iteration 78Q: 3 clusters Score -2.122853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177923 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21228544.000000 Penalty: 6004.141602
	Iteration 79Q: 3 clusters Score -2.122854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177913 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -21228560.000000 Penalty: 6004.141602
	Iteration 80F: 3 clusters Score -2.122856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177903 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -21228548.000000 Penalty: 6004.141602
	Iteration 81Q: 3 clusters Score -2.122855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177896 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -21228562.000000 Penalty: 6004.141602
	Iteration 82Q: 3 clusters Score -2.122856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177884 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21228552.000000 Penalty: 6004.141602
	Iteration 83Q: 3 clusters Score -2.122855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21228546.000000 Penalty: 6004.141602
	Iteration 84Q: 3 clusters Score -2.122855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177877 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21228534.000000 Penalty: 6004.141602
	Iteration 85Q: 3 clusters Score -2.122853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21228536.000000 Penalty: 6004.141602
	Iteration 86Q: 3 clusters Score -2.122854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21228530.000000 Penalty: 6004.141602
	Iteration 87Q: 3 clusters Score -2.122853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21228530.000000 Penalty: 6004.141602
	Iteration 88F: 3 clusters Score -2.122853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1714338.250000 Penalty: 2378.762939
	Iteration 0F: 2 clusters Score -1714338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1703660.875000 Penalty: 4757.525879
	Iteration 0F: 3 clusters Score -1703661 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1707047.250000 Penalty: 4757.525879
	Iteration 1F: 3 clusters Score -1707047 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1707521.375000 Penalty: 4757.525879
	Iteration 2F: 3 clusters Score -1707521 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1708028.000000 Penalty: 4757.525879
	Iteration 3F: 3 clusters Score -1708028 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1708677.500000 Penalty: 4757.525879
	Iteration 4F: 3 clusters Score -1708678 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1709459.875000 Penalty: 4757.525879
	Iteration 5F: 3 clusters Score -1709460 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1710273.000000 Penalty: 4757.525879
	Iteration 6F: 3 clusters Score -1710273 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1711014.875000 Penalty: 4757.525879
	Iteration 7F: 3 clusters Score -1711015 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1711603.000000 Penalty: 4757.525879
	Iteration 8F: 3 clusters Score -1711603 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1711936.000000 Penalty: 4757.525879
	Iteration 9Q: 3 clusters Score -1711936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1712103.625000 Penalty: 4757.525879
	Iteration 10Q: 3 clusters Score -1712104 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1712180.500000 Penalty: 4757.525879
	Iteration 11Q: 3 clusters Score -1712180 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1712225.625000 Penalty: 4757.525879
	Iteration 12Q: 3 clusters Score -1712226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1712257.875000 Penalty: 4757.525879
	Iteration 13Q: 3 clusters Score -1712258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1712278.125000 Penalty: 4757.525879
	Iteration 14Q: 3 clusters Score -1712278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1712299.125000 Penalty: 4757.525879
	Iteration 15Q: 3 clusters Score -1712299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1712316.500000 Penalty: 4757.525879
	Iteration 16Q: 3 clusters Score -1712316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1712337.000000 Penalty: 4757.525879
	Iteration 17Q: 3 clusters Score -1712337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1712348.000000 Penalty: 4757.525879
	Iteration 18Q: 3 clusters Score -1712348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1712360.625000 Penalty: 4757.525879
	Iteration 19Q: 3 clusters Score -1712361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1712367.875000 Penalty: 4757.525879
	Iteration 20F: 3 clusters Score -1712368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1712374.375000 Penalty: 4757.525879
	Iteration 21Q: 3 clusters Score -1712374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1712376.500000 Penalty: 4757.525879
	Iteration 22Q: 3 clusters Score -1712376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1712384.875000 Penalty: 4757.525879
	Iteration 23Q: 3 clusters Score -1712385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1712390.375000 Penalty: 4757.525879
	Iteration 24Q: 3 clusters Score -1712390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1712403.625000 Penalty: 4757.525879
	Iteration 25Q: 3 clusters Score -1712404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1712407.375000 Penalty: 4757.525879
	Iteration 26Q: 3 clusters Score -1712407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1712411.875000 Penalty: 4757.525879
	Iteration 27Q: 3 clusters Score -1712412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1712416.625000 Penalty: 4757.525879
	Iteration 28Q: 3 clusters Score -1712417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1712423.375000 Penalty: 4757.525879
	Iteration 29Q: 3 clusters Score -1712423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1712428.500000 Penalty: 4757.525879
	Iteration 30Q: 3 clusters Score -1712428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1712430.000000 Penalty: 4757.525879
	Iteration 31Q: 3 clusters Score -1712430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1712441.625000 Penalty: 4757.525879
	Iteration 32Q: 3 clusters Score -1712442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1712440.375000 Penalty: 4757.525879
	Iteration 33Q: 3 clusters Score -1712440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1712450.375000 Penalty: 4757.525879
	Iteration 34Q: 3 clusters Score -1712450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1712456.000000 Penalty: 4757.525879
	Iteration 35Q: 3 clusters Score -1712456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1712463.250000 Penalty: 4757.525879
	Iteration 36Q: 3 clusters Score -1712463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1712474.000000 Penalty: 4757.525879
	Iteration 37Q: 3 clusters Score -1712474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1712473.625000 Penalty: 4757.525879
	Iteration 38Q: 3 clusters Score -1712474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1712479.875000 Penalty: 4757.525879
	Iteration 39Q: 3 clusters Score -1712480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1712482.875000 Penalty: 4757.525879
	Iteration 40F: 3 clusters Score -1712483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1712487.500000 Penalty: 4757.525879
	Iteration 41Q: 3 clusters Score -1712488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1712488.250000 Penalty: 4757.525879
	Iteration 42Q: 3 clusters Score -1712488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1712489.875000 Penalty: 4757.525879
	Iteration 43Q: 3 clusters Score -1712490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1712489.375000 Penalty: 4757.525879
	Iteration 44Q: 3 clusters Score -1712489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1712486.125000 Penalty: 4757.525879
	Iteration 45Q: 3 clusters Score -1712486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1712495.250000 Penalty: 4757.525879
	Iteration 46Q: 3 clusters Score -1712495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1712501.000000 Penalty: 4757.525879
	Iteration 47Q: 3 clusters Score -1712501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1712498.250000 Penalty: 4757.525879
	Iteration 48Q: 3 clusters Score -1712498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1712502.375000 Penalty: 4757.525879
	Iteration 49Q: 3 clusters Score -1712502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1712504.625000 Penalty: 4757.525879
	Iteration 50Q: 3 clusters Score -1712505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1712505.125000 Penalty: 4757.525879
	Iteration 51Q: 3 clusters Score -1712505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1712515.625000 Penalty: 4757.525879
	Iteration 52Q: 3 clusters Score -1712516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1712520.000000 Penalty: 4757.525879
	Iteration 53Q: 3 clusters Score -1712520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1712525.375000 Penalty: 4757.525879
	Iteration 54Q: 3 clusters Score -1712525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1712532.625000 Penalty: 4757.525879
	Iteration 55Q: 3 clusters Score -1712533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1712535.000000 Penalty: 4757.525879
	Iteration 56Q: 3 clusters Score -1712535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1712537.750000 Penalty: 4757.525879
	Iteration 57Q: 3 clusters Score -1712538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1712540.125000 Penalty: 4757.525879
	Iteration 58Q: 3 clusters Score -1712540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1712546.625000 Penalty: 4757.525879
	Iteration 59Q: 3 clusters Score -1712547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1712550.125000 Penalty: 4757.525879
	Iteration 60F: 3 clusters Score -1712550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1712552.500000 Penalty: 4757.525879
	Iteration 61Q: 3 clusters Score -1712552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1712556.375000 Penalty: 4757.525879
	Iteration 62Q: 3 clusters Score -1712556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1712558.875000 Penalty: 4757.525879
	Iteration 63Q: 3 clusters Score -1712559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1712558.875000 Penalty: 4757.525879
	Iteration 64Q: 3 clusters Score -1712559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1712559.500000 Penalty: 4757.525879
	Iteration 65Q: 3 clusters Score -1712560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1712562.250000 Penalty: 4757.525879
	Iteration 66Q: 3 clusters Score -1712562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1712560.625000 Penalty: 4757.525879
	Iteration 67Q: 3 clusters Score -1712561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1712565.625000 Penalty: 4757.525879
	Iteration 68Q: 3 clusters Score -1712566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1712564.875000 Penalty: 4757.525879
	Iteration 69Q: 3 clusters Score -1712565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1712567.250000 Penalty: 4757.525879
	Iteration 70Q: 3 clusters Score -1712567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1712569.875000 Penalty: 4757.525879
	Iteration 71Q: 3 clusters Score -1712570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1712568.625000 Penalty: 4757.525879
	Iteration 72Q: 3 clusters Score -1712569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1712566.750000 Penalty: 4757.525879
	Iteration 73Q: 3 clusters Score -1712567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1712565.875000 Penalty: 4757.525879
	Iteration 74Q: 3 clusters Score -1712566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1712565.500000 Penalty: 4757.525879
	Iteration 75Q: 3 clusters Score -1712566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1712565.500000 Penalty: 4757.525879
	Iteration 76F: 3 clusters Score -1712566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Entering Unmasked Estep 
Score: -1732703.500000 Penalty: 2399.529053
	Iteration 0F: 2 clusters Score -1732704 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 8057 members 
Entering Unmasked Estep 
Score: -1721291.875000 Penalty: 4799.058105
	Iteration 0F: 3 clusters Score -1721292 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1725405.250000 Penalty: 4799.058105
	Iteration 1F: 3 clusters Score -1725405 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1726219.500000 Penalty: 4799.058105
	Iteration 2F: 3 clusters Score -1726220 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1727019.500000 Penalty: 4799.058105
	Iteration 3F: 3 clusters Score -1727020 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1727818.750000 Penalty: 4799.058105
	Iteration 4F: 3 clusters Score -1727819 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1728490.250000 Penalty: 4799.058105
	Iteration 5F: 3 clusters Score -1728490 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1729014.375000 Penalty: 4799.058105
	Iteration 6F: 3 clusters Score -1729014 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1729418.750000 Penalty: 4799.058105
	Iteration 7Q: 3 clusters Score -1729419 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1729757.500000 Penalty: 4799.058105
	Iteration 8Q: 3 clusters Score -1729758 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1730067.500000 Penalty: 4799.058105
	Iteration 9Q: 3 clusters Score -1730068 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1730342.750000 Penalty: 4799.058105
	Iteration 10Q: 3 clusters Score -1730343 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1730625.125000 Penalty: 4799.058105
	Iteration 11Q: 3 clusters Score -1730625 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1730902.500000 Penalty: 4799.058105
	Iteration 12Q: 3 clusters Score -1730902 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1731157.875000 Penalty: 4799.058105
	Iteration 13Q: 3 clusters Score -1731158 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1731425.375000 Penalty: 4799.058105
	Iteration 14Q: 3 clusters Score -1731425 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1731645.000000 Penalty: 4799.058105
	Iteration 15Q: 3 clusters Score -1731645 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1731844.375000 Penalty: 4799.058105
	Iteration 16Q: 3 clusters Score -1731844 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1731996.625000 Penalty: 4799.058105
	Iteration 17Q: 3 clusters Score -1731997 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1732146.000000 Penalty: 4799.058105
	Iteration 18Q: 3 clusters Score -1732146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1732267.750000 Penalty: 4799.058105
	Iteration 19Q: 3 clusters Score -1732268 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1732385.000000 Penalty: 4799.058105
	Iteration 20F: 3 clusters Score -1732385 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1732461.875000 Penalty: 4799.058105
	Iteration 21Q: 3 clusters Score -1732462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1732517.625000 Penalty: 4799.058105
	Iteration 22Q: 3 clusters Score -1732518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1732552.500000 Penalty: 4799.058105
	Iteration 23Q: 3 clusters Score -1732552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1732589.625000 Penalty: 4799.058105
	Iteration 24Q: 3 clusters Score -1732590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1732630.125000 Penalty: 4799.058105
	Iteration 25Q: 3 clusters Score -1732630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1732669.750000 Penalty: 4799.058105
	Iteration 26Q: 3 clusters Score -1732670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1732697.375000 Penalty: 4799.058105
	Iteration 27Q: 3 clusters Score -1732697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1732717.750000 Penalty: 4799.058105
	Iteration 28Q: 3 clusters Score -1732718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1732751.000000 Penalty: 4799.058105
	Iteration 29Q: 3 clusters Score -1732751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1732766.125000 Penalty: 4799.058105
	Iteration 30Q: 3 clusters Score -1732766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1732787.375000 Penalty: 4799.058105
	Iteration 31Q: 3 clusters Score -1732787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1732806.875000 Penalty: 4799.058105
	Iteration 32Q: 3 clusters Score -1732807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1732818.500000 Penalty: 4799.058105
	Iteration 33Q: 3 clusters Score -1732818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1732835.625000 Penalty: 4799.058105
	Iteration 34Q: 3 clusters Score -1732836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1732852.625000 Penalty: 4799.058105
	Iteration 35Q: 3 clusters Score -1732853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1732859.500000 Penalty: 4799.058105
	Iteration 36Q: 3 clusters Score -1732860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1732867.625000 Penalty: 4799.058105
	Iteration 37Q: 3 clusters Score -1732868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1732871.750000 Penalty: 4799.058105
	Iteration 38Q: 3 clusters Score -1732872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1732875.750000 Penalty: 4799.058105
	Iteration 39Q: 3 clusters Score -1732876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1732883.875000 Penalty: 4799.058105
	Iteration 40F: 3 clusters Score -1732884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1732900.000000 Penalty: 4799.058105
	Iteration 41Q: 3 clusters Score -1732900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1732939.500000 Penalty: 4799.058105
	Iteration 42Q: 3 clusters Score -1732940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1732998.625000 Penalty: 4799.058105
	Iteration 43Q: 3 clusters Score -1732999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1733058.000000 Penalty: 4799.058105
	Iteration 44Q: 3 clusters Score -1733058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1733084.625000 Penalty: 4799.058105
	Iteration 45Q: 3 clusters Score -1733085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1733102.625000 Penalty: 4799.058105
	Iteration 46Q: 3 clusters Score -1733103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1733110.125000 Penalty: 4799.058105
	Iteration 47Q: 3 clusters Score -1733110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1733113.750000 Penalty: 4799.058105
	Iteration 48Q: 3 clusters Score -1733114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1733114.875000 Penalty: 4799.058105
	Iteration 49Q: 3 clusters Score -1733115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1733118.750000 Penalty: 4799.058105
	Iteration 50Q: 3 clusters Score -1733119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1733119.625000 Penalty: 4799.058105
	Iteration 51Q: 3 clusters Score -1733120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1733119.625000 Penalty: 4799.058105
	Iteration 52F: 3 clusters Score -1733120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 16475 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 92368 members 
Mstep: Class 16 contains 247464 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 6944 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 3861 members 
Entering Unmasked Estep 
Score: -183786320.000000 Penalty: 74434.289062
Splitting cluster 4 changes total score from -183784640.000000 to -183786320.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1764894.875000 Penalty: 2392.771484
	Iteration 0F: 2 clusters Score -1764895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1753807.000000 Penalty: 4785.542969
	Iteration 0F: 3 clusters Score -1753807 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1757274.000000 Penalty: 4785.542969
	Iteration 1F: 3 clusters Score -1757274 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1757636.750000 Penalty: 4785.542969
	Iteration 2F: 3 clusters Score -1757637 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1757959.500000 Penalty: 4785.542969
	Iteration 3Q: 3 clusters Score -1757960 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1758291.125000 Penalty: 4785.542969
	Iteration 4Q: 3 clusters Score -1758291 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1758726.000000 Penalty: 4785.542969
	Iteration 5Q: 3 clusters Score -1758726 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1759336.000000 Penalty: 4785.542969
	Iteration 6F: 3 clusters Score -1759336 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1760085.250000 Penalty: 4785.542969
	Iteration 7F: 3 clusters Score -1760085 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1760891.125000 Penalty: 4785.542969
	Iteration 8F: 3 clusters Score -1760891 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1761577.250000 Penalty: 4785.542969
	Iteration 9F: 3 clusters Score -1761577 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1762089.000000 Penalty: 4785.542969
	Iteration 10Q: 3 clusters Score -1762089 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1762426.375000 Penalty: 4785.542969
	Iteration 11Q: 3 clusters Score -1762426 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1762629.500000 Penalty: 4785.542969
	Iteration 12Q: 3 clusters Score -1762630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1762739.875000 Penalty: 4785.542969
	Iteration 13Q: 3 clusters Score -1762740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1762806.000000 Penalty: 4785.542969
	Iteration 14Q: 3 clusters Score -1762806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1762843.375000 Penalty: 4785.542969
	Iteration 15Q: 3 clusters Score -1762843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1762873.250000 Penalty: 4785.542969
	Iteration 16Q: 3 clusters Score -1762873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1762889.625000 Penalty: 4785.542969
	Iteration 17Q: 3 clusters Score -1762890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1762908.250000 Penalty: 4785.542969
	Iteration 18Q: 3 clusters Score -1762908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1762920.500000 Penalty: 4785.542969
	Iteration 19Q: 3 clusters Score -1762920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1762928.500000 Penalty: 4785.542969
	Iteration 20F: 3 clusters Score -1762928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1762930.875000 Penalty: 4785.542969
	Iteration 21Q: 3 clusters Score -1762931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1762939.250000 Penalty: 4785.542969
	Iteration 22Q: 3 clusters Score -1762939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1762945.000000 Penalty: 4785.542969
	Iteration 23Q: 3 clusters Score -1762945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1762951.000000 Penalty: 4785.542969
	Iteration 24Q: 3 clusters Score -1762951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1762954.500000 Penalty: 4785.542969
	Iteration 25Q: 3 clusters Score -1762954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1762960.125000 Penalty: 4785.542969
	Iteration 26Q: 3 clusters Score -1762960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1762960.125000 Penalty: 4785.542969
	Iteration 27F: 3 clusters Score -1762960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Entering Unmasked Estep 
Score: -6421436.000000 Penalty: 2702.593262
	Iteration 0F: 2 clusters Score -6421436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6385255.000000 Penalty: 5405.186523
	Iteration 0F: 3 clusters Score -6385255 nChanged 24965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -6398916.500000 Penalty: 5405.186523
	Iteration 1F: 3 clusters Score -6398916 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -6399424.000000 Penalty: 5405.186523
	Iteration 2Q: 3 clusters Score -6399424 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -6400143.000000 Penalty: 5405.186523
	Iteration 3Q: 3 clusters Score -6400143 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -6401014.000000 Penalty: 5405.186523
	Iteration 4Q: 3 clusters Score -6401014 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -6402399.000000 Penalty: 5405.186523
	Iteration 5F: 3 clusters Score -6402399 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6404601.500000 Penalty: 5405.186523
	Iteration 6F: 3 clusters Score -6404602 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -6407724.500000 Penalty: 5405.186523
	Iteration 7F: 3 clusters Score -6407724 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -6411341.500000 Penalty: 5405.186523
	Iteration 8F: 3 clusters Score -6411342 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6414466.500000 Penalty: 5405.186523
	Iteration 9F: 3 clusters Score -6414466 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6416548.500000 Penalty: 5405.186523
	Iteration 10Q: 3 clusters Score -6416548 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -6417822.500000 Penalty: 5405.186523
	Iteration 11Q: 3 clusters Score -6417822 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -6418508.000000 Penalty: 5405.186523
	Iteration 12Q: 3 clusters Score -6418508 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6418857.500000 Penalty: 5405.186523
	Iteration 13Q: 3 clusters Score -6418858 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6419077.000000 Penalty: 5405.186523
	Iteration 14Q: 3 clusters Score -6419077 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6419208.000000 Penalty: 5405.186523
	Iteration 15Q: 3 clusters Score -6419208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -6419279.000000 Penalty: 5405.186523
	Iteration 16Q: 3 clusters Score -6419279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6419341.500000 Penalty: 5405.186523
	Iteration 17Q: 3 clusters Score -6419342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6419381.500000 Penalty: 5405.186523
	Iteration 18Q: 3 clusters Score -6419382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -6419403.500000 Penalty: 5405.186523
	Iteration 19Q: 3 clusters Score -6419404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6419432.000000 Penalty: 5405.186523
	Iteration 20F: 3 clusters Score -6419432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6419433.500000 Penalty: 5405.186523
	Iteration 21Q: 3 clusters Score -6419434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -6419443.500000 Penalty: 5405.186523
	Iteration 22Q: 3 clusters Score -6419444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -6419459.000000 Penalty: 5405.186523
	Iteration 23Q: 3 clusters Score -6419459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -6419450.500000 Penalty: 5405.186523
	Iteration 24Q: 3 clusters Score -6419450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6419456.500000 Penalty: 5405.186523
	Iteration 25Q: 3 clusters Score -6419456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -6419462.000000 Penalty: 5405.186523
	Iteration 26Q: 3 clusters Score -6419462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -6419468.000000 Penalty: 5405.186523
	Iteration 27Q: 3 clusters Score -6419468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6419474.000000 Penalty: 5405.186523
	Iteration 28Q: 3 clusters Score -6419474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -6419490.000000 Penalty: 5405.186523
	Iteration 29Q: 3 clusters Score -6419490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6419486.000000 Penalty: 5405.186523
	Iteration 30Q: 3 clusters Score -6419486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -6419489.500000 Penalty: 5405.186523
	Iteration 31Q: 3 clusters Score -6419490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6419508.500000 Penalty: 5405.186523
	Iteration 32Q: 3 clusters Score -6419508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6419511.000000 Penalty: 5405.186523
	Iteration 33Q: 3 clusters Score -6419511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -6419514.500000 Penalty: 5405.186523
	Iteration 34Q: 3 clusters Score -6419514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6419521.000000 Penalty: 5405.186523
	Iteration 35Q: 3 clusters Score -6419521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6419521.000000 Penalty: 5405.186523
	Iteration 36Q: 3 clusters Score -6419521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -6419533.000000 Penalty: 5405.186523
	Iteration 37Q: 3 clusters Score -6419533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -6419539.000000 Penalty: 5405.186523
	Iteration 38Q: 3 clusters Score -6419539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6419543.000000 Penalty: 5405.186523
	Iteration 39Q: 3 clusters Score -6419543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -6419543.500000 Penalty: 5405.186523
	Iteration 40F: 3 clusters Score -6419544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -6419547.500000 Penalty: 5405.186523
	Iteration 41Q: 3 clusters Score -6419548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6419541.500000 Penalty: 5405.186523
	Iteration 42Q: 3 clusters Score -6419542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6419543.000000 Penalty: 5405.186523
	Iteration 43Q: 3 clusters Score -6419543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6419548.000000 Penalty: 5405.186523
	Iteration 44Q: 3 clusters Score -6419548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6419545.000000 Penalty: 5405.186523
	Iteration 45Q: 3 clusters Score -6419545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6419545.000000 Penalty: 5405.186523
	Iteration 46F: 3 clusters Score -6419545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Entering Unmasked Estep 
Score: -2490820.000000 Penalty: 2469.718750
	Iteration 0F: 2 clusters Score -2490820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2476111.500000 Penalty: 4939.437500
	Iteration 0F: 3 clusters Score -2476112 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2481263.500000 Penalty: 4939.437500
	Iteration 1F: 3 clusters Score -2481264 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2481929.500000 Penalty: 4939.437500
	Iteration 2F: 3 clusters Score -2481930 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2482748.000000 Penalty: 4939.437500
	Iteration 3F: 3 clusters Score -2482748 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2483736.000000 Penalty: 4939.437500
	Iteration 4F: 3 clusters Score -2483736 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2484900.250000 Penalty: 4939.437500
	Iteration 5F: 3 clusters Score -2484900 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2486254.250000 Penalty: 4939.437500
	Iteration 6F: 3 clusters Score -2486254 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2487645.750000 Penalty: 4939.437500
	Iteration 7F: 3 clusters Score -2487646 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2488811.250000 Penalty: 4939.437500
	Iteration 8F: 3 clusters Score -2488811 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2489567.000000 Penalty: 4939.437500
	Iteration 9Q: 3 clusters Score -2489567 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2489981.500000 Penalty: 4939.437500
	Iteration 10Q: 3 clusters Score -2489982 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2490207.000000 Penalty: 4939.437500
	Iteration 11Q: 3 clusters Score -2490207 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2490295.250000 Penalty: 4939.437500
	Iteration 12Q: 3 clusters Score -2490295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2490356.250000 Penalty: 4939.437500
	Iteration 13Q: 3 clusters Score -2490356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2490389.750000 Penalty: 4939.437500
	Iteration 14Q: 3 clusters Score -2490390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2490412.000000 Penalty: 4939.437500
	Iteration 15Q: 3 clusters Score -2490412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2490438.750000 Penalty: 4939.437500
	Iteration 16Q: 3 clusters Score -2490439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2490444.000000 Penalty: 4939.437500
	Iteration 17Q: 3 clusters Score -2490444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2490455.500000 Penalty: 4939.437500
	Iteration 18Q: 3 clusters Score -2490456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2490459.000000 Penalty: 4939.437500
	Iteration 19Q: 3 clusters Score -2490459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2490473.750000 Penalty: 4939.437500
	Iteration 20F: 3 clusters Score -2490474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2490486.750000 Penalty: 4939.437500
	Iteration 21Q: 3 clusters Score -2490487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2490489.000000 Penalty: 4939.437500
	Iteration 22Q: 3 clusters Score -2490489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2490497.500000 Penalty: 4939.437500
	Iteration 23Q: 3 clusters Score -2490498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2490500.750000 Penalty: 4939.437500
	Iteration 24Q: 3 clusters Score -2490501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2490502.500000 Penalty: 4939.437500
	Iteration 25Q: 3 clusters Score -2490502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2490505.500000 Penalty: 4939.437500
	Iteration 26Q: 3 clusters Score -2490506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2490507.750000 Penalty: 4939.437500
	Iteration 27Q: 3 clusters Score -2490508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2490512.000000 Penalty: 4939.437500
	Iteration 28Q: 3 clusters Score -2490512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2490515.500000 Penalty: 4939.437500
	Iteration 29Q: 3 clusters Score -2490516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2490513.750000 Penalty: 4939.437500
	Iteration 30Q: 3 clusters Score -2490514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2490517.000000 Penalty: 4939.437500
	Iteration 31Q: 3 clusters Score -2490517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2490516.750000 Penalty: 4939.437500
	Iteration 32Q: 3 clusters Score -2490517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2490517.500000 Penalty: 4939.437500
	Iteration 33Q: 3 clusters Score -2490518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2490520.500000 Penalty: 4939.437500
	Iteration 34Q: 3 clusters Score -2490520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2490523.000000 Penalty: 4939.437500
	Iteration 35Q: 3 clusters Score -2490523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2490522.250000 Penalty: 4939.437500
	Iteration 36Q: 3 clusters Score -2490522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2490526.500000 Penalty: 4939.437500
	Iteration 37Q: 3 clusters Score -2490526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2490526.750000 Penalty: 4939.437500
	Iteration 38Q: 3 clusters Score -2490527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2490525.750000 Penalty: 4939.437500
	Iteration 39Q: 3 clusters Score -2490526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2490529.250000 Penalty: 4939.437500
	Iteration 40F: 3 clusters Score -2490529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2490529.500000 Penalty: 4939.437500
	Iteration 41Q: 3 clusters Score -2490530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2490533.000000 Penalty: 4939.437500
	Iteration 42Q: 3 clusters Score -2490533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2490533.000000 Penalty: 4939.437500
	Iteration 43F: 3 clusters Score -2490533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (120499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Entering Unmasked Estep 
Score: -14305319.000000 Penalty: 2901.450439
	Iteration 0F: 2 clusters Score -1.430532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -14224871.000000 Penalty: 5802.900879
	Iteration 0F: 3 clusters Score -1.422487e+07 nChanged 57097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -14258066.000000 Penalty: 5802.900879
	Iteration 1F: 3 clusters Score -1.425807e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -14259145.000000 Penalty: 5802.900879
	Iteration 2Q: 3 clusters Score -1.425914e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -14260930.000000 Penalty: 5802.900879
	Iteration 3Q: 3 clusters Score -1.426093e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -14263882.000000 Penalty: 5802.900879
	Iteration 4F: 3 clusters Score -1.426388e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -14269314.000000 Penalty: 5802.900879
	Iteration 5F: 3 clusters Score -1.426931e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -14277778.000000 Penalty: 5802.900879
	Iteration 6F: 3 clusters Score -1.427778e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -14287969.000000 Penalty: 5802.900879
	Iteration 7F: 3 clusters Score -1.428797e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -14295820.000000 Penalty: 5802.900879
	Iteration 8F: 3 clusters Score -1.429582e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -14299812.000000 Penalty: 5802.900879
	Iteration 9Q: 3 clusters Score -1.429981e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -14301530.000000 Penalty: 5802.900879
	Iteration 10Q: 3 clusters Score -1.430153e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -14302220.000000 Penalty: 5802.900879
	Iteration 11Q: 3 clusters Score -1.430222e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -14302598.000000 Penalty: 5802.900879
	Iteration 12Q: 3 clusters Score -1.43026e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -14302785.000000 Penalty: 5802.900879
	Iteration 13Q: 3 clusters Score -1.430278e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 119327 members 
Entering Unmasked Estep 
Score: -14302899.000000 Penalty: 5802.900879
	Iteration 14Q: 3 clusters Score -1.43029e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -14302928.000000 Penalty: 5802.900879
	Iteration 15Q: 3 clusters Score -1.430293e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -14302979.000000 Penalty: 5802.900879
	Iteration 16Q: 3 clusters Score -1.430298e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 119486 members 
Entering Unmasked Estep 
Score: -14302994.000000 Penalty: 5802.900879
	Iteration 17Q: 3 clusters Score -1.430299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -14303019.000000 Penalty: 5802.900879
	Iteration 18Q: 3 clusters Score -1.430302e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 119544 members 
Entering Unmasked Estep 
Score: -14303032.000000 Penalty: 5802.900879
	Iteration 19Q: 3 clusters Score -1.430303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -14303049.000000 Penalty: 5802.900879
	Iteration 20F: 3 clusters Score -1.430305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -14303080.000000 Penalty: 5802.900879
	Iteration 21Q: 3 clusters Score -1.430308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -14303079.000000 Penalty: 5802.900879
	Iteration 22Q: 3 clusters Score -1.430308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -14303097.000000 Penalty: 5802.900879
	Iteration 23Q: 3 clusters Score -1.43031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -14303091.000000 Penalty: 5802.900879
	Iteration 24Q: 3 clusters Score -1.430309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -14303088.000000 Penalty: 5802.900879
	Iteration 25Q: 3 clusters Score -1.430309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -14303102.000000 Penalty: 5802.900879
	Iteration 26Q: 3 clusters Score -1.43031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -14303105.000000 Penalty: 5802.900879
	Iteration 27Q: 3 clusters Score -1.43031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -14303094.000000 Penalty: 5802.900879
	Iteration 28Q: 3 clusters Score -1.430309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -14303088.000000 Penalty: 5802.900879
	Iteration 29Q: 3 clusters Score -1.430309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 119622 members 
Entering Unmasked Estep 
Score: -14303089.000000 Penalty: 5802.900879
	Iteration 30Q: 3 clusters Score -1.430309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -14303091.000000 Penalty: 5802.900879
	Iteration 31Q: 3 clusters Score -1.430309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -14303102.000000 Penalty: 5802.900879
	Iteration 32Q: 3 clusters Score -1.43031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -14303096.000000 Penalty: 5802.900879
	Iteration 33Q: 3 clusters Score -1.43031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 119634 members 
Entering Unmasked Estep 
Score: -14303096.000000 Penalty: 5802.900879
	Iteration 34Q: 3 clusters Score -1.43031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -14303106.000000 Penalty: 5802.900879
	Iteration 35Q: 3 clusters Score -1.430311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 119641 members 
Entering Unmasked Estep 
Score: -14303106.000000 Penalty: 5802.900879
	Iteration 36Q: 3 clusters Score -1.430311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -14303114.000000 Penalty: 5802.900879
	Iteration 37Q: 3 clusters Score -1.430311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 119643 members 
Entering Unmasked Estep 
Score: -14303121.000000 Penalty: 5802.900879
	Iteration 38Q: 3 clusters Score -1.430312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -14303125.000000 Penalty: 5802.900879
	Iteration 39Q: 3 clusters Score -1.430312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -14303125.000000 Penalty: 5802.900879
	Iteration 40F: 3 clusters Score -1.430312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Entering Unmasked Estep 
Score: -2174798.500000 Penalty: 2438.147461
	Iteration 0F: 2 clusters Score -2174798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2161599.500000 Penalty: 4876.294922
	Iteration 0F: 3 clusters Score -2161600 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2165994.000000 Penalty: 4876.294922
	Iteration 1F: 3 clusters Score -2165994 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2166602.750000 Penalty: 4876.294922
	Iteration 2F: 3 clusters Score -2166603 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2167305.750000 Penalty: 4876.294922
	Iteration 3F: 3 clusters Score -2167306 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2168167.500000 Penalty: 4876.294922
	Iteration 4F: 3 clusters Score -2168168 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2169057.250000 Penalty: 4876.294922
	Iteration 5F: 3 clusters Score -2169057 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2169960.750000 Penalty: 4876.294922
	Iteration 6F: 3 clusters Score -2169961 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2170737.250000 Penalty: 4876.294922
	Iteration 7F: 3 clusters Score -2170737 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2171317.500000 Penalty: 4876.294922
	Iteration 8Q: 3 clusters Score -2171318 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2171664.500000 Penalty: 4876.294922
	Iteration 9Q: 3 clusters Score -2171664 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2171893.500000 Penalty: 4876.294922
	Iteration 10Q: 3 clusters Score -2171894 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2172005.500000 Penalty: 4876.294922
	Iteration 11Q: 3 clusters Score -2172006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2172074.500000 Penalty: 4876.294922
	Iteration 12Q: 3 clusters Score -2172074 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2172128.000000 Penalty: 4876.294922
	Iteration 13Q: 3 clusters Score -2172128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2172163.750000 Penalty: 4876.294922
	Iteration 14Q: 3 clusters Score -2172164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2172205.000000 Penalty: 4876.294922
	Iteration 15Q: 3 clusters Score -2172205 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2172236.750000 Penalty: 4876.294922
	Iteration 16Q: 3 clusters Score -2172237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2172256.500000 Penalty: 4876.294922
	Iteration 17Q: 3 clusters Score -2172256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2172272.250000 Penalty: 4876.294922
	Iteration 18Q: 3 clusters Score -2172272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2172294.000000 Penalty: 4876.294922
	Iteration 19Q: 3 clusters Score -2172294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2172317.500000 Penalty: 4876.294922
	Iteration 20F: 3 clusters Score -2172318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2172343.000000 Penalty: 4876.294922
	Iteration 21Q: 3 clusters Score -2172343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2172354.750000 Penalty: 4876.294922
	Iteration 22Q: 3 clusters Score -2172355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2172375.750000 Penalty: 4876.294922
	Iteration 23Q: 3 clusters Score -2172376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2172397.250000 Penalty: 4876.294922
	Iteration 24Q: 3 clusters Score -2172397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2172415.250000 Penalty: 4876.294922
	Iteration 25Q: 3 clusters Score -2172415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2172420.000000 Penalty: 4876.294922
	Iteration 26Q: 3 clusters Score -2172420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2172435.250000 Penalty: 4876.294922
	Iteration 27Q: 3 clusters Score -2172435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2172445.500000 Penalty: 4876.294922
	Iteration 28Q: 3 clusters Score -2172446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2172456.000000 Penalty: 4876.294922
	Iteration 29Q: 3 clusters Score -2172456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2172468.500000 Penalty: 4876.294922
	Iteration 30Q: 3 clusters Score -2172468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2172472.500000 Penalty: 4876.294922
	Iteration 31Q: 3 clusters Score -2172472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2172481.500000 Penalty: 4876.294922
	Iteration 32Q: 3 clusters Score -2172482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2172479.000000 Penalty: 4876.294922
	Iteration 33Q: 3 clusters Score -2172479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2172488.000000 Penalty: 4876.294922
	Iteration 34Q: 3 clusters Score -2172488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2172496.000000 Penalty: 4876.294922
	Iteration 35Q: 3 clusters Score -2172496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2172502.000000 Penalty: 4876.294922
	Iteration 36Q: 3 clusters Score -2172502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2172504.250000 Penalty: 4876.294922
	Iteration 37Q: 3 clusters Score -2172504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2172510.000000 Penalty: 4876.294922
	Iteration 38Q: 3 clusters Score -2172510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2172519.000000 Penalty: 4876.294922
	Iteration 39Q: 3 clusters Score -2172519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2172524.500000 Penalty: 4876.294922
	Iteration 40F: 3 clusters Score -2172524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2172532.250000 Penalty: 4876.294922
	Iteration 41Q: 3 clusters Score -2172532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2172538.750000 Penalty: 4876.294922
	Iteration 42Q: 3 clusters Score -2172539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2172552.250000 Penalty: 4876.294922
	Iteration 43Q: 3 clusters Score -2172552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2172554.500000 Penalty: 4876.294922
	Iteration 44Q: 3 clusters Score -2172554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2172554.250000 Penalty: 4876.294922
	Iteration 45Q: 3 clusters Score -2172554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2172556.000000 Penalty: 4876.294922
	Iteration 46Q: 3 clusters Score -2172556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2172561.000000 Penalty: 4876.294922
	Iteration 47Q: 3 clusters Score -2172561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2172557.750000 Penalty: 4876.294922
	Iteration 48Q: 3 clusters Score -2172558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2172562.000000 Penalty: 4876.294922
	Iteration 49Q: 3 clusters Score -2172562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2172574.500000 Penalty: 4876.294922
	Iteration 50Q: 3 clusters Score -2172574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2172576.500000 Penalty: 4876.294922
	Iteration 51Q: 3 clusters Score -2172576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2172574.500000 Penalty: 4876.294922
	Iteration 52Q: 3 clusters Score -2172574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2172576.250000 Penalty: 4876.294922
	Iteration 53Q: 3 clusters Score -2172576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2172579.500000 Penalty: 4876.294922
	Iteration 54Q: 3 clusters Score -2172580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2172586.750000 Penalty: 4876.294922
	Iteration 55Q: 3 clusters Score -2172587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2172590.250000 Penalty: 4876.294922
	Iteration 56Q: 3 clusters Score -2172590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2172588.250000 Penalty: 4876.294922
	Iteration 57Q: 3 clusters Score -2172588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2172588.500000 Penalty: 4876.294922
	Iteration 58Q: 3 clusters Score -2172588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2172582.750000 Penalty: 4876.294922
	Iteration 59Q: 3 clusters Score -2172583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2172588.000000 Penalty: 4876.294922
	Iteration 60F: 3 clusters Score -2172588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2172586.750000 Penalty: 4876.294922
	Iteration 61Q: 3 clusters Score -2172587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2172588.250000 Penalty: 4876.294922
	Iteration 62Q: 3 clusters Score -2172588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2172590.000000 Penalty: 4876.294922
	Iteration 63Q: 3 clusters Score -2172590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2172592.250000 Penalty: 4876.294922
	Iteration 64Q: 3 clusters Score -2172592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2172594.000000 Penalty: 4876.294922
	Iteration 65Q: 3 clusters Score -2172594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2172594.750000 Penalty: 4876.294922
	Iteration 66Q: 3 clusters Score -2172595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2172593.500000 Penalty: 4876.294922
	Iteration 67Q: 3 clusters Score -2172594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2172592.000000 Penalty: 4876.294922
	Iteration 68Q: 3 clusters Score -2172592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2172593.750000 Penalty: 4876.294922
	Iteration 69Q: 3 clusters Score -2172594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2172593.500000 Penalty: 4876.294922
	Iteration 70Q: 3 clusters Score -2172594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2172596.750000 Penalty: 4876.294922
	Iteration 71Q: 3 clusters Score -2172597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2172593.750000 Penalty: 4876.294922
	Iteration 72Q: 3 clusters Score -2172594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2172591.500000 Penalty: 4876.294922
	Iteration 73Q: 3 clusters Score -2172592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2172591.500000 Penalty: 4876.294922
	Iteration 74F: 3 clusters Score -2172592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Entering Unmasked Estep 
Score: -1879919.125000 Penalty: 2407.980713
	Iteration 0F: 2 clusters Score -1879919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1868177.625000 Penalty: 4815.961426
	Iteration 0F: 3 clusters Score -1868178 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1873797.750000 Penalty: 4815.961426
	Iteration 1F: 3 clusters Score -1873798 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1877251.125000 Penalty: 4815.961426
	Iteration 2F: 3 clusters Score -1877251 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1880859.250000 Penalty: 4815.961426
	Iteration 3F: 3 clusters Score -1880859 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1882522.875000 Penalty: 4815.961426
	Iteration 4F: 3 clusters Score -1882523 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1883019.250000 Penalty: 4815.961426
	Iteration 5Q: 3 clusters Score -1883019 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1883182.750000 Penalty: 4815.961426
	Iteration 6Q: 3 clusters Score -1883183 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1883269.000000 Penalty: 4815.961426
	Iteration 7Q: 3 clusters Score -1883269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1883304.875000 Penalty: 4815.961426
	Iteration 8Q: 3 clusters Score -1883305 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1883319.500000 Penalty: 4815.961426
	Iteration 9Q: 3 clusters Score -1883320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1883329.250000 Penalty: 4815.961426
	Iteration 10Q: 3 clusters Score -1883329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1883333.000000 Penalty: 4815.961426
	Iteration 11Q: 3 clusters Score -1883333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1883337.000000 Penalty: 4815.961426
	Iteration 12Q: 3 clusters Score -1883337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1883342.500000 Penalty: 4815.961426
	Iteration 13Q: 3 clusters Score -1883342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1883344.625000 Penalty: 4815.961426
	Iteration 14Q: 3 clusters Score -1883345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1883347.250000 Penalty: 4815.961426
	Iteration 15Q: 3 clusters Score -1883347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1883350.750000 Penalty: 4815.961426
	Iteration 16Q: 3 clusters Score -1883351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1883353.625000 Penalty: 4815.961426
	Iteration 17Q: 3 clusters Score -1883354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1883351.875000 Penalty: 4815.961426
	Iteration 18Q: 3 clusters Score -1883352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1883358.500000 Penalty: 4815.961426
	Iteration 19Q: 3 clusters Score -1883358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1883362.375000 Penalty: 4815.961426
	Iteration 20F: 3 clusters Score -1883362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1883359.750000 Penalty: 4815.961426
	Iteration 21Q: 3 clusters Score -1883360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1883358.500000 Penalty: 4815.961426
	Iteration 22Q: 3 clusters Score -1883358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1883358.750000 Penalty: 4815.961426
	Iteration 23Q: 3 clusters Score -1883359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1883358.500000 Penalty: 4815.961426
	Iteration 24Q: 3 clusters Score -1883358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1883356.750000 Penalty: 4815.961426
	Iteration 25Q: 3 clusters Score -1883357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1883357.375000 Penalty: 4815.961426
	Iteration 26Q: 3 clusters Score -1883357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1883357.750000 Penalty: 4815.961426
	Iteration 27Q: 3 clusters Score -1883358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1883363.125000 Penalty: 4815.961426
	Iteration 28Q: 3 clusters Score -1883363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1883365.000000 Penalty: 4815.961426
	Iteration 29Q: 3 clusters Score -1883365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1883365.250000 Penalty: 4815.961426
	Iteration 30Q: 3 clusters Score -1883365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1883366.625000 Penalty: 4815.961426
	Iteration 31Q: 3 clusters Score -1883367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1883366.875000 Penalty: 4815.961426
	Iteration 32Q: 3 clusters Score -1883367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1883367.625000 Penalty: 4815.961426
	Iteration 33Q: 3 clusters Score -1883368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1883366.750000 Penalty: 4815.961426
	Iteration 34Q: 3 clusters Score -1883367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1883367.375000 Penalty: 4815.961426
	Iteration 35Q: 3 clusters Score -1883367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1883364.750000 Penalty: 4815.961426
	Iteration 36Q: 3 clusters Score -1883365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1883362.250000 Penalty: 4815.961426
	Iteration 37Q: 3 clusters Score -1883362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1883364.875000 Penalty: 4815.961426
	Iteration 38Q: 3 clusters Score -1883365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1883363.875000 Penalty: 4815.961426
	Iteration 39Q: 3 clusters Score -1883364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1883363.625000 Penalty: 4815.961426
	Iteration 40F: 3 clusters Score -1883364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1883364.375000 Penalty: 4815.961426
	Iteration 41Q: 3 clusters Score -1883364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1883364.375000 Penalty: 4815.961426
	Iteration 42F: 3 clusters Score -1883364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 92368 members 
Mstep: Class 16 contains 247464 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 6944 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 3861 members 
Entering Unmasked Estep 
Score: -183789088.000000 Penalty: 77978.781250
Splitting cluster 11 changes total score from -183784640.000000 to -183789088.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (335536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335536 members 
Entering Unmasked Estep 
Score: -39195936.000000 Penalty: 3155.424316
	Iteration 0F: 2 clusters Score -3.919594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 167949 members 
Entering Unmasked Estep 
Score: -38992904.000000 Penalty: 6310.848633
	Iteration 0F: 3 clusters Score -3.89929e+07 nChanged 163018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 171905 members 
Entering Unmasked Estep 
Score: -39089644.000000 Penalty: 6310.848633
	Iteration 1F: 3 clusters Score -3.908964e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160194 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -39091668.000000 Penalty: 6310.848633
	Iteration 2Q: 3 clusters Score -3.909167e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154702 members 
Mstep: Class 2 contains 180834 members 
Entering Unmasked Estep 
Score: -39095224.000000 Penalty: 6310.848633
	Iteration 3Q: 3 clusters Score -3.909522e+07 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 189679 members 
Entering Unmasked Estep 
Score: -39101552.000000 Penalty: 6310.848633
	Iteration 4Q: 3 clusters Score -3.910155e+07 nChanged 19896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -39112556.000000 Penalty: 6310.848633
	Iteration 5F: 3 clusters Score -3.911256e+07 nChanged 25631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 221234 members 
Entering Unmasked Estep 
Score: -39130868.000000 Penalty: 6310.848633
	Iteration 6F: 3 clusters Score -3.913087e+07 nChanged 27787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 240057 members 
Entering Unmasked Estep 
Score: -39155936.000000 Penalty: 6310.848633
	Iteration 7F: 3 clusters Score -3.915594e+07 nChanged 23738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 253707 members 
Entering Unmasked Estep 
Score: -39177760.000000 Penalty: 6310.848633
	Iteration 8F: 3 clusters Score -3.917776e+07 nChanged 16177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 260342 members 
Entering Unmasked Estep 
Score: -39187880.000000 Penalty: 6310.848633
	Iteration 9Q: 3 clusters Score -3.918788e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 264067 members 
Entering Unmasked Estep 
Score: -39191180.000000 Penalty: 6310.848633
	Iteration 10Q: 3 clusters Score -3.919118e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 267064 members 
Entering Unmasked Estep 
Score: -39193372.000000 Penalty: 6310.848633
	Iteration 11Q: 3 clusters Score -3.919337e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 269715 members 
Entering Unmasked Estep 
Score: -39195036.000000 Penalty: 6310.848633
	Iteration 12Q: 3 clusters Score -3.919504e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 272060 members 
Entering Unmasked Estep 
Score: -39196500.000000 Penalty: 6310.848633
	Iteration 13Q: 3 clusters Score -3.91965e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 274230 members 
Entering Unmasked Estep 
Score: -39197648.000000 Penalty: 6310.848633
	Iteration 14Q: 3 clusters Score -3.919765e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 276257 members 
Entering Unmasked Estep 
Score: -39198816.000000 Penalty: 6310.848633
	Iteration 15Q: 3 clusters Score -3.919882e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 278107 members 
Entering Unmasked Estep 
Score: -39199720.000000 Penalty: 6310.848633
	Iteration 16Q: 3 clusters Score -3.919972e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 279864 members 
Entering Unmasked Estep 
Score: -39200536.000000 Penalty: 6310.848633
	Iteration 17Q: 3 clusters Score -3.920054e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 281531 members 
Entering Unmasked Estep 
Score: -39201328.000000 Penalty: 6310.848633
	Iteration 18Q: 3 clusters Score -3.920133e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 283147 members 
Entering Unmasked Estep 
Score: -39201964.000000 Penalty: 6310.848633
	Iteration 19Q: 3 clusters Score -3.920196e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 284734 members 
Entering Unmasked Estep 
Score: -39202292.000000 Penalty: 6310.848633
	Iteration 20F: 3 clusters Score -3.920229e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 286359 members 
Entering Unmasked Estep 
Score: -39202700.000000 Penalty: 6310.848633
	Iteration 21Q: 3 clusters Score -3.92027e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 287950 members 
Entering Unmasked Estep 
Score: -39203032.000000 Penalty: 6310.848633
	Iteration 22Q: 3 clusters Score -3.920303e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 289489 members 
Entering Unmasked Estep 
Score: -39203432.000000 Penalty: 6310.848633
	Iteration 23Q: 3 clusters Score -3.920343e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 291045 members 
Entering Unmasked Estep 
Score: -39203680.000000 Penalty: 6310.848633
	Iteration 24Q: 3 clusters Score -3.920368e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 292579 members 
Entering Unmasked Estep 
Score: -39204088.000000 Penalty: 6310.848633
	Iteration 25Q: 3 clusters Score -3.920409e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 294105 members 
Entering Unmasked Estep 
Score: -39204584.000000 Penalty: 6310.848633
	Iteration 26Q: 3 clusters Score -3.920458e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 295714 members 
Entering Unmasked Estep 
Score: -39205008.000000 Penalty: 6310.848633
	Iteration 27Q: 3 clusters Score -3.920501e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 297230 members 
Entering Unmasked Estep 
Score: -39205548.000000 Penalty: 6310.848633
	Iteration 28Q: 3 clusters Score -3.920555e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 298899 members 
Entering Unmasked Estep 
Score: -39206160.000000 Penalty: 6310.848633
	Iteration 29Q: 3 clusters Score -3.920616e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 300912 members 
Entering Unmasked Estep 
Score: -39206872.000000 Penalty: 6310.848633
	Iteration 30Q: 3 clusters Score -3.920687e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 303086 members 
Entering Unmasked Estep 
Score: -39207400.000000 Penalty: 6310.848633
	Iteration 31Q: 3 clusters Score -3.92074e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 305632 members 
Entering Unmasked Estep 
Score: -39208260.000000 Penalty: 6310.848633
	Iteration 32Q: 3 clusters Score -3.920826e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 308466 members 
Entering Unmasked Estep 
Score: -39209144.000000 Penalty: 6310.848633
	Iteration 33Q: 3 clusters Score -3.920914e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 311622 members 
Entering Unmasked Estep 
Score: -39209208.000000 Penalty: 6310.848633
	Iteration 34Q: 3 clusters Score -3.920921e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 314909 members 
Entering Unmasked Estep 
Score: -39208492.000000 Penalty: 6310.848633
	Iteration 35Q: 3 clusters Score -3.920849e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 318010 members 
Entering Unmasked Estep 
Score: -39207384.000000 Penalty: 6310.848633
	Iteration 36Q: 3 clusters Score -3.920738e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 320942 members 
Entering Unmasked Estep 
Score: -39205996.000000 Penalty: 6310.848633
	Iteration 37Q: 3 clusters Score -3.9206e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 323490 members 
Entering Unmasked Estep 
Score: -39204280.000000 Penalty: 6310.848633
	Iteration 38Q: 3 clusters Score -3.920428e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 325676 members 
Entering Unmasked Estep 
Score: -39202732.000000 Penalty: 6310.848633
	Iteration 39Q: 3 clusters Score -3.920273e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 327476 members 
Entering Unmasked Estep 
Score: -39201396.000000 Penalty: 6310.848633
	Iteration 40F: 3 clusters Score -3.92014e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 328978 members 
Entering Unmasked Estep 
Score: -39200012.000000 Penalty: 6310.848633
	Iteration 41Q: 3 clusters Score -3.920001e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 330131 members 
Entering Unmasked Estep 
Score: -39198968.000000 Penalty: 6310.848633
	Iteration 42Q: 3 clusters Score -3.919897e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 331043 members 
Entering Unmasked Estep 
Score: -39198228.000000 Penalty: 6310.848633
	Iteration 43Q: 3 clusters Score -3.919823e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 331746 members 
Entering Unmasked Estep 
Score: -39197584.000000 Penalty: 6310.848633
	Iteration 44Q: 3 clusters Score -3.919758e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 332263 members 
Entering Unmasked Estep 
Score: -39197084.000000 Penalty: 6310.848633
	Iteration 45Q: 3 clusters Score -3.919708e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 332685 members 
Entering Unmasked Estep 
Score: -39196684.000000 Penalty: 6310.848633
	Iteration 46Q: 3 clusters Score -3.919668e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 333038 members 
Entering Unmasked Estep 
Score: -39196356.000000 Penalty: 6310.848633
	Iteration 47Q: 3 clusters Score -3.919636e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 333309 members 
Entering Unmasked Estep 
Score: -39196100.000000 Penalty: 6310.848633
	Iteration 48Q: 3 clusters Score -3.91961e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 333521 members 
Entering Unmasked Estep 
Score: -39195788.000000 Penalty: 6310.848633
	Iteration 49Q: 3 clusters Score -3.919579e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 333667 members 
Entering Unmasked Estep 
Score: -39195668.000000 Penalty: 6310.848633
	Iteration 50Q: 3 clusters Score -3.919567e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 333793 members 
Entering Unmasked Estep 
Score: -39195580.000000 Penalty: 6310.848633
	Iteration 51Q: 3 clusters Score -3.919558e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 333888 members 
Entering Unmasked Estep 
Score: -39195496.000000 Penalty: 6310.848633
	Iteration 52Q: 3 clusters Score -3.91955e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 333964 members 
Entering Unmasked Estep 
Score: -39195392.000000 Penalty: 6310.848633
	Iteration 53Q: 3 clusters Score -3.919539e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 334011 members 
Entering Unmasked Estep 
Score: -39195288.000000 Penalty: 6310.848633
	Iteration 54Q: 3 clusters Score -3.919529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 334056 members 
Entering Unmasked Estep 
Score: -39195248.000000 Penalty: 6310.848633
	Iteration 55Q: 3 clusters Score -3.919525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 334093 members 
Entering Unmasked Estep 
Score: -39195164.000000 Penalty: 6310.848633
	Iteration 56Q: 3 clusters Score -3.919516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 334121 members 
Entering Unmasked Estep 
Score: -39195132.000000 Penalty: 6310.848633
	Iteration 57Q: 3 clusters Score -3.919513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 334152 members 
Entering Unmasked Estep 
Score: -39195064.000000 Penalty: 6310.848633
	Iteration 58Q: 3 clusters Score -3.919506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 334178 members 
Entering Unmasked Estep 
Score: -39195020.000000 Penalty: 6310.848633
	Iteration 59Q: 3 clusters Score -3.919502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 334209 members 
Entering Unmasked Estep 
Score: -39194980.000000 Penalty: 6310.848633
	Iteration 60F: 3 clusters Score -3.919498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 334233 members 
Entering Unmasked Estep 
Score: -39194964.000000 Penalty: 6310.848633
	Iteration 61Q: 3 clusters Score -3.919496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 334251 members 
Entering Unmasked Estep 
Score: -39194984.000000 Penalty: 6310.848633
	Iteration 62Q: 3 clusters Score -3.919498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 334265 members 
Entering Unmasked Estep 
Score: -39194960.000000 Penalty: 6310.848633
	Iteration 63Q: 3 clusters Score -3.919496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 334275 members 
Entering Unmasked Estep 
Score: -39194924.000000 Penalty: 6310.848633
	Iteration 64Q: 3 clusters Score -3.919492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 334287 members 
Entering Unmasked Estep 
Score: -39194892.000000 Penalty: 6310.848633
	Iteration 65Q: 3 clusters Score -3.919489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 334302 members 
Entering Unmasked Estep 
Score: -39194908.000000 Penalty: 6310.848633
	Iteration 66Q: 3 clusters Score -3.919491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 334316 members 
Entering Unmasked Estep 
Score: -39194928.000000 Penalty: 6310.848633
	Iteration 67Q: 3 clusters Score -3.919493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 334328 members 
Entering Unmasked Estep 
Score: -39194900.000000 Penalty: 6310.848633
	Iteration 68Q: 3 clusters Score -3.91949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 334338 members 
Entering Unmasked Estep 
Score: -39194872.000000 Penalty: 6310.848633
	Iteration 69Q: 3 clusters Score -3.919487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 334352 members 
Entering Unmasked Estep 
Score: -39194836.000000 Penalty: 6310.848633
	Iteration 70Q: 3 clusters Score -3.919484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 334359 members 
Entering Unmasked Estep 
Score: -39194816.000000 Penalty: 6310.848633
	Iteration 71Q: 3 clusters Score -3.919482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 334368 members 
Entering Unmasked Estep 
Score: -39194804.000000 Penalty: 6310.848633
	Iteration 72Q: 3 clusters Score -3.91948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 334376 members 
Entering Unmasked Estep 
Score: -39194808.000000 Penalty: 6310.848633
	Iteration 73Q: 3 clusters Score -3.919481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 334379 members 
Entering Unmasked Estep 
Score: -39194804.000000 Penalty: 6310.848633
	Iteration 74Q: 3 clusters Score -3.91948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 334385 members 
Entering Unmasked Estep 
Score: -39194808.000000 Penalty: 6310.848633
	Iteration 75Q: 3 clusters Score -3.919481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 334394 members 
Entering Unmasked Estep 
Score: -39194792.000000 Penalty: 6310.848633
	Iteration 76Q: 3 clusters Score -3.919479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 334403 members 
Entering Unmasked Estep 
Score: -39194824.000000 Penalty: 6310.848633
	Iteration 77Q: 3 clusters Score -3.919482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 334416 members 
Entering Unmasked Estep 
Score: -39194820.000000 Penalty: 6310.848633
	Iteration 78Q: 3 clusters Score -3.919482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 334423 members 
Entering Unmasked Estep 
Score: -39194812.000000 Penalty: 6310.848633
	Iteration 79Q: 3 clusters Score -3.919481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 334431 members 
Entering Unmasked Estep 
Score: -39194780.000000 Penalty: 6310.848633
	Iteration 80F: 3 clusters Score -3.919478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 334439 members 
Entering Unmasked Estep 
Score: -39194764.000000 Penalty: 6310.848633
	Iteration 81Q: 3 clusters Score -3.919476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 334442 members 
Entering Unmasked Estep 
Score: -39194776.000000 Penalty: 6310.848633
	Iteration 82Q: 3 clusters Score -3.919478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 334451 members 
Entering Unmasked Estep 
Score: -39194728.000000 Penalty: 6310.848633
	Iteration 83Q: 3 clusters Score -3.919473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 334459 members 
Entering Unmasked Estep 
Score: -39194740.000000 Penalty: 6310.848633
	Iteration 84Q: 3 clusters Score -3.919474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 334467 members 
Entering Unmasked Estep 
Score: -39194752.000000 Penalty: 6310.848633
	Iteration 85Q: 3 clusters Score -3.919475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 334469 members 
Entering Unmasked Estep 
Score: -39194736.000000 Penalty: 6310.848633
	Iteration 86Q: 3 clusters Score -3.919474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 334473 members 
Entering Unmasked Estep 
Score: -39194744.000000 Penalty: 6310.848633
	Iteration 87Q: 3 clusters Score -3.919474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 334474 members 
Entering Unmasked Estep 
Score: -39194740.000000 Penalty: 6310.848633
	Iteration 88Q: 3 clusters Score -3.919474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 334475 members 
Entering Unmasked Estep 
Score: -39194740.000000 Penalty: 6310.848633
	Iteration 89Q: 3 clusters Score -3.919474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 334476 members 
Entering Unmasked Estep 
Score: -39194744.000000 Penalty: 6310.848633
	Iteration 90Q: 3 clusters Score -3.919474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 334479 members 
Entering Unmasked Estep 
Score: -39194736.000000 Penalty: 6310.848633
	Iteration 91Q: 3 clusters Score -3.919474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 334483 members 
Entering Unmasked Estep 
Score: -39194748.000000 Penalty: 6310.848633
	Iteration 92Q: 3 clusters Score -3.919475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 334486 members 
Entering Unmasked Estep 
Score: -39194752.000000 Penalty: 6310.848633
	Iteration 93Q: 3 clusters Score -3.919475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 334488 members 
Entering Unmasked Estep 
Score: -39194748.000000 Penalty: 6310.848633
	Iteration 94Q: 3 clusters Score -3.919475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 334490 members 
Entering Unmasked Estep 
Score: -39194756.000000 Penalty: 6310.848633
	Iteration 95Q: 3 clusters Score -3.919476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 334495 members 
Entering Unmasked Estep 
Score: -39194752.000000 Penalty: 6310.848633
	Iteration 96Q: 3 clusters Score -3.919475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 334501 members 
Entering Unmasked Estep 
Score: -39194732.000000 Penalty: 6310.848633
	Iteration 97Q: 3 clusters Score -3.919473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 334504 members 
Entering Unmasked Estep 
Score: -39194748.000000 Penalty: 6310.848633
	Iteration 98Q: 3 clusters Score -3.919475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 334507 members 
Entering Unmasked Estep 
Score: -39194728.000000 Penalty: 6310.848633
	Iteration 99Q: 3 clusters Score -3.919473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 334510 members 
Entering Unmasked Estep 
Score: -39194716.000000 Penalty: 6310.848633
	Iteration 100F: 3 clusters Score -3.919472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 334510 members 
Entering Unmasked Estep 
Score: -39194720.000000 Penalty: 6310.848633
	Iteration 101Q: 3 clusters Score -3.919472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 334511 members 
Entering Unmasked Estep 
Score: -39194720.000000 Penalty: 6310.848633
	Iteration 102Q: 3 clusters Score -3.919472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 334511 members 
Entering Unmasked Estep 
Score: -39194728.000000 Penalty: 6310.848633
	Iteration 103Q: 3 clusters Score -3.919473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 334513 members 
Entering Unmasked Estep 
Score: -39194744.000000 Penalty: 6310.848633
	Iteration 104Q: 3 clusters Score -3.919474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 334518 members 
Entering Unmasked Estep 
Score: -39194740.000000 Penalty: 6310.848633
	Iteration 105Q: 3 clusters Score -3.919474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 334525 members 
Entering Unmasked Estep 
Score: -39194724.000000 Penalty: 6310.848633
	Iteration 106Q: 3 clusters Score -3.919472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 334526 members 
Entering Unmasked Estep 
Score: -39194752.000000 Penalty: 6310.848633
	Iteration 107Q: 3 clusters Score -3.919475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 334529 members 
Entering Unmasked Estep 
Score: -39194752.000000 Penalty: 6310.848633
	Iteration 108Q: 3 clusters Score -3.919475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 334531 members 
Entering Unmasked Estep 
Score: -39194748.000000 Penalty: 6310.848633
	Iteration 109Q: 3 clusters Score -3.919475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 334537 members 
Entering Unmasked Estep 
Score: -39194756.000000 Penalty: 6310.848633
	Iteration 110Q: 3 clusters Score -3.919476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 334543 members 
Entering Unmasked Estep 
Score: -39194728.000000 Penalty: 6310.848633
	Iteration 111Q: 3 clusters Score -3.919473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 334544 members 
Entering Unmasked Estep 
Score: -39194740.000000 Penalty: 6310.848633
	Iteration 112Q: 3 clusters Score -3.919474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 334545 members 
Entering Unmasked Estep 
Score: -39194744.000000 Penalty: 6310.848633
	Iteration 113Q: 3 clusters Score -3.919474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 334546 members 
Entering Unmasked Estep 
Score: -39194728.000000 Penalty: 6310.848633
	Iteration 114Q: 3 clusters Score -3.919473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 334546 members 
Entering Unmasked Estep 
Score: -39194728.000000 Penalty: 6310.848633
	Iteration 115F: 3 clusters Score -3.919473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Entering Unmasked Estep 
Score: -716400.437500 Penalty: 2176.412842
	Iteration 0F: 2 clusters Score -716400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -710969.687500 Penalty: 4352.825684
	Iteration 0F: 3 clusters Score -710969.7 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -712393.375000 Penalty: 4352.825684
	Iteration 1F: 3 clusters Score -712393.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -712724.437500 Penalty: 4352.825684
	Iteration 2F: 3 clusters Score -712724.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -713025.250000 Penalty: 4352.825684
	Iteration 3F: 3 clusters Score -713025.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -713341.312500 Penalty: 4352.825684
	Iteration 4F: 3 clusters Score -713341.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -713628.125000 Penalty: 4352.825684
	Iteration 5F: 3 clusters Score -713628.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -713936.937500 Penalty: 4352.825684
	Iteration 6F: 3 clusters Score -713936.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -714272.250000 Penalty: 4352.825684
	Iteration 7F: 3 clusters Score -714272.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -714542.312500 Penalty: 4352.825684
	Iteration 8F: 3 clusters Score -714542.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -714723.062500 Penalty: 4352.825684
	Iteration 9Q: 3 clusters Score -714723.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -714838.437500 Penalty: 4352.825684
	Iteration 10Q: 3 clusters Score -714838.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -714909.812500 Penalty: 4352.825684
	Iteration 11Q: 3 clusters Score -714909.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -714964.625000 Penalty: 4352.825684
	Iteration 12Q: 3 clusters Score -714964.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -715014.500000 Penalty: 4352.825684
	Iteration 13Q: 3 clusters Score -715014.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -715063.500000 Penalty: 4352.825684
	Iteration 14Q: 3 clusters Score -715063.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -715104.062500 Penalty: 4352.825684
	Iteration 15Q: 3 clusters Score -715104.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -715126.250000 Penalty: 4352.825684
	Iteration 16Q: 3 clusters Score -715126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -715136.312500 Penalty: 4352.825684
	Iteration 17Q: 3 clusters Score -715136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -715143.875000 Penalty: 4352.825684
	Iteration 18Q: 3 clusters Score -715143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -715151.000000 Penalty: 4352.825684
	Iteration 19Q: 3 clusters Score -715151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -715155.312500 Penalty: 4352.825684
	Iteration 20F: 3 clusters Score -715155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -715157.812500 Penalty: 4352.825684
	Iteration 21Q: 3 clusters Score -715157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -715160.125000 Penalty: 4352.825684
	Iteration 22Q: 3 clusters Score -715160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -715159.687500 Penalty: 4352.825684
	Iteration 23Q: 3 clusters Score -715159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -715159.937500 Penalty: 4352.825684
	Iteration 24Q: 3 clusters Score -715159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -715161.750000 Penalty: 4352.825684
	Iteration 25Q: 3 clusters Score -715161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -715163.375000 Penalty: 4352.825684
	Iteration 26Q: 3 clusters Score -715163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -715163.750000 Penalty: 4352.825684
	Iteration 27Q: 3 clusters Score -715163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -715163.750000 Penalty: 4352.825684
	Iteration 28F: 3 clusters Score -715163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Entering Unmasked Estep 
Score: -5126658.000000 Penalty: 2649.161133
	Iteration 0F: 2 clusters Score -5126658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5097253.500000 Penalty: 5298.322266
	Iteration 0F: 3 clusters Score -5097254 nChanged 20029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5108233.000000 Penalty: 5298.322266
	Iteration 1F: 3 clusters Score -5108233 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -5108968.500000 Penalty: 5298.322266
	Iteration 2Q: 3 clusters Score -5108968 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5110006.500000 Penalty: 5298.322266
	Iteration 3Q: 3 clusters Score -5110006 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5111522.500000 Penalty: 5298.322266
	Iteration 4F: 3 clusters Score -5111522 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5113701.000000 Penalty: 5298.322266
	Iteration 5F: 3 clusters Score -5113701 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -5116295.500000 Penalty: 5298.322266
	Iteration 6F: 3 clusters Score -5116296 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5118713.500000 Penalty: 5298.322266
	Iteration 7F: 3 clusters Score -5118714 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5120623.500000 Penalty: 5298.322266
	Iteration 8F: 3 clusters Score -5120624 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5121860.500000 Penalty: 5298.322266
	Iteration 9F: 3 clusters Score -5121860 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -5122598.500000 Penalty: 5298.322266
	Iteration 10Q: 3 clusters Score -5122598 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -5123112.000000 Penalty: 5298.322266
	Iteration 11Q: 3 clusters Score -5123112 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5123523.000000 Penalty: 5298.322266
	Iteration 12Q: 3 clusters Score -5123523 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -5123931.500000 Penalty: 5298.322266
	Iteration 13Q: 3 clusters Score -5123932 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -5124331.500000 Penalty: 5298.322266
	Iteration 14Q: 3 clusters Score -5124332 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5124693.500000 Penalty: 5298.322266
	Iteration 15Q: 3 clusters Score -5124694 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5124951.500000 Penalty: 5298.322266
	Iteration 16Q: 3 clusters Score -5124952 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5125213.500000 Penalty: 5298.322266
	Iteration 17Q: 3 clusters Score -5125214 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5125428.000000 Penalty: 5298.322266
	Iteration 18Q: 3 clusters Score -5125428 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -5125617.000000 Penalty: 5298.322266
	Iteration 19Q: 3 clusters Score -5125617 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -5125742.500000 Penalty: 5298.322266
	Iteration 20F: 3 clusters Score -5125742 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -5125865.000000 Penalty: 5298.322266
	Iteration 21Q: 3 clusters Score -5125865 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5125938.500000 Penalty: 5298.322266
	Iteration 22Q: 3 clusters Score -5125938 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -5126008.000000 Penalty: 5298.322266
	Iteration 23Q: 3 clusters Score -5126008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5126057.500000 Penalty: 5298.322266
	Iteration 24Q: 3 clusters Score -5126058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5126107.500000 Penalty: 5298.322266
	Iteration 25Q: 3 clusters Score -5126108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5126114.500000 Penalty: 5298.322266
	Iteration 26Q: 3 clusters Score -5126114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5126134.500000 Penalty: 5298.322266
	Iteration 27Q: 3 clusters Score -5126134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5126152.500000 Penalty: 5298.322266
	Iteration 28Q: 3 clusters Score -5126152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -5126173.000000 Penalty: 5298.322266
	Iteration 29Q: 3 clusters Score -5126173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5126184.500000 Penalty: 5298.322266
	Iteration 30Q: 3 clusters Score -5126184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5126200.500000 Penalty: 5298.322266
	Iteration 31Q: 3 clusters Score -5126200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5126187.000000 Penalty: 5298.322266
	Iteration 32Q: 3 clusters Score -5126187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -5126198.000000 Penalty: 5298.322266
	Iteration 33Q: 3 clusters Score -5126198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5126196.500000 Penalty: 5298.322266
	Iteration 34Q: 3 clusters Score -5126196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5126208.500000 Penalty: 5298.322266
	Iteration 35Q: 3 clusters Score -5126208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5126204.500000 Penalty: 5298.322266
	Iteration 36Q: 3 clusters Score -5126204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5126212.500000 Penalty: 5298.322266
	Iteration 37Q: 3 clusters Score -5126212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5126208.000000 Penalty: 5298.322266
	Iteration 38Q: 3 clusters Score -5126208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5126222.000000 Penalty: 5298.322266
	Iteration 39Q: 3 clusters Score -5126222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5126219.000000 Penalty: 5298.322266
	Iteration 40F: 3 clusters Score -5126219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -5126220.500000 Penalty: 5298.322266
	Iteration 41Q: 3 clusters Score -5126220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5126220.000000 Penalty: 5298.322266
	Iteration 42Q: 3 clusters Score -5126220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5126219.000000 Penalty: 5298.322266
	Iteration 43Q: 3 clusters Score -5126219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5126215.500000 Penalty: 5298.322266
	Iteration 44Q: 3 clusters Score -5126216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -5126227.500000 Penalty: 5298.322266
	Iteration 45Q: 3 clusters Score -5126228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5126235.500000 Penalty: 5298.322266
	Iteration 46Q: 3 clusters Score -5126236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5126236.500000 Penalty: 5298.322266
	Iteration 47Q: 3 clusters Score -5126236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5126240.000000 Penalty: 5298.322266
	Iteration 48Q: 3 clusters Score -5126240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5126233.000000 Penalty: 5298.322266
	Iteration 49Q: 3 clusters Score -5126233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5126237.000000 Penalty: 5298.322266
	Iteration 50Q: 3 clusters Score -5126237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -5126238.500000 Penalty: 5298.322266
	Iteration 51Q: 3 clusters Score -5126238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5126244.500000 Penalty: 5298.322266
	Iteration 52Q: 3 clusters Score -5126244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5126247.500000 Penalty: 5298.322266
	Iteration 53Q: 3 clusters Score -5126248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5126247.500000 Penalty: 5298.322266
	Iteration 54F: 3 clusters Score -5126248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Entering Unmasked Estep 
Score: -10748763.000000 Penalty: 2835.516846
	Iteration 0F: 2 clusters Score -1.074876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -10687284.000000 Penalty: 5671.033691
	Iteration 0F: 3 clusters Score -1.068728e+07 nChanged 43641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -10712785.000000 Penalty: 5671.033691
	Iteration 1F: 3 clusters Score -1.071278e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -10714387.000000 Penalty: 5671.033691
	Iteration 2Q: 3 clusters Score -1.071439e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -10716375.000000 Penalty: 5671.033691
	Iteration 3Q: 3 clusters Score -1.071638e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -10719291.000000 Penalty: 5671.033691
	Iteration 4F: 3 clusters Score -1.071929e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -10722804.000000 Penalty: 5671.033691
	Iteration 5F: 3 clusters Score -1.07228e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -10726863.000000 Penalty: 5671.033691
	Iteration 6F: 3 clusters Score -1.072686e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -10731501.000000 Penalty: 5671.033691
	Iteration 7F: 3 clusters Score -1.07315e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -10736486.000000 Penalty: 5671.033691
	Iteration 8F: 3 clusters Score -1.073649e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -10741272.000000 Penalty: 5671.033691
	Iteration 9Q: 3 clusters Score -1.074127e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -10744542.000000 Penalty: 5671.033691
	Iteration 10Q: 3 clusters Score -1.074454e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -10746333.000000 Penalty: 5671.033691
	Iteration 11Q: 3 clusters Score -1.074633e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -10747394.000000 Penalty: 5671.033691
	Iteration 12Q: 3 clusters Score -1.074739e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -10748178.000000 Penalty: 5671.033691
	Iteration 13Q: 3 clusters Score -1.074818e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -10748758.000000 Penalty: 5671.033691
	Iteration 14Q: 3 clusters Score -1.074876e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -10749258.000000 Penalty: 5671.033691
	Iteration 15Q: 3 clusters Score -1.074926e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -10749551.000000 Penalty: 5671.033691
	Iteration 16Q: 3 clusters Score -1.074955e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -10749839.000000 Penalty: 5671.033691
	Iteration 17Q: 3 clusters Score -1.074984e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -10750060.000000 Penalty: 5671.033691
	Iteration 18Q: 3 clusters Score -1.075006e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -10750263.000000 Penalty: 5671.033691
	Iteration 19Q: 3 clusters Score -1.075026e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -10750415.000000 Penalty: 5671.033691
	Iteration 20F: 3 clusters Score -1.075042e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -10750522.000000 Penalty: 5671.033691
	Iteration 21Q: 3 clusters Score -1.075052e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -10750617.000000 Penalty: 5671.033691
	Iteration 22Q: 3 clusters Score -1.075062e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -10750706.000000 Penalty: 5671.033691
	Iteration 23Q: 3 clusters Score -1.075071e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -10750779.000000 Penalty: 5671.033691
	Iteration 24Q: 3 clusters Score -1.075078e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -10750826.000000 Penalty: 5671.033691
	Iteration 25Q: 3 clusters Score -1.075083e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -10750839.000000 Penalty: 5671.033691
	Iteration 26Q: 3 clusters Score -1.075084e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -10750854.000000 Penalty: 5671.033691
	Iteration 27Q: 3 clusters Score -1.075085e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -10750920.000000 Penalty: 5671.033691
	Iteration 28Q: 3 clusters Score -1.075092e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -10750953.000000 Penalty: 5671.033691
	Iteration 29Q: 3 clusters Score -1.075095e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -10750995.000000 Penalty: 5671.033691
	Iteration 30Q: 3 clusters Score -1.0751e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -10751053.000000 Penalty: 5671.033691
	Iteration 31Q: 3 clusters Score -1.075105e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -10751127.000000 Penalty: 5671.033691
	Iteration 32Q: 3 clusters Score -1.075113e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -10751367.000000 Penalty: 5671.033691
	Iteration 33Q: 3 clusters Score -1.075137e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -10751716.000000 Penalty: 5671.033691
	Iteration 34Q: 3 clusters Score -1.075172e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -10752084.000000 Penalty: 5671.033691
	Iteration 35Q: 3 clusters Score -1.075208e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -10752232.000000 Penalty: 5671.033691
	Iteration 36Q: 3 clusters Score -1.075223e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -10752260.000000 Penalty: 5671.033691
	Iteration 37Q: 3 clusters Score -1.075226e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -10752305.000000 Penalty: 5671.033691
	Iteration 38Q: 3 clusters Score -1.07523e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -10752327.000000 Penalty: 5671.033691
	Iteration 39Q: 3 clusters Score -1.075233e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -10752340.000000 Penalty: 5671.033691
	Iteration 40F: 3 clusters Score -1.075234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -10752349.000000 Penalty: 5671.033691
	Iteration 41Q: 3 clusters Score -1.075235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -10752333.000000 Penalty: 5671.033691
	Iteration 42Q: 3 clusters Score -1.075233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -10752332.000000 Penalty: 5671.033691
	Iteration 43Q: 3 clusters Score -1.075233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -10752330.000000 Penalty: 5671.033691
	Iteration 44Q: 3 clusters Score -1.075233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -10752331.000000 Penalty: 5671.033691
	Iteration 45Q: 3 clusters Score -1.075233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -10752328.000000 Penalty: 5671.033691
	Iteration 46Q: 3 clusters Score -1.075233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -10752326.000000 Penalty: 5671.033691
	Iteration 47Q: 3 clusters Score -1.075233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -10752332.000000 Penalty: 5671.033691
	Iteration 48Q: 3 clusters Score -1.075233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -10752335.000000 Penalty: 5671.033691
	Iteration 49Q: 3 clusters Score -1.075234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -10752330.000000 Penalty: 5671.033691
	Iteration 50Q: 3 clusters Score -1.075233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -10752331.000000 Penalty: 5671.033691
	Iteration 51Q: 3 clusters Score -1.075233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -10752333.000000 Penalty: 5671.033691
	Iteration 52Q: 3 clusters Score -1.075233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -10752334.000000 Penalty: 5671.033691
	Iteration 53Q: 3 clusters Score -1.075233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -10752335.000000 Penalty: 5671.033691
	Iteration 54Q: 3 clusters Score -1.075234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -10752338.000000 Penalty: 5671.033691
	Iteration 55Q: 3 clusters Score -1.075234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -10752340.000000 Penalty: 5671.033691
	Iteration 56Q: 3 clusters Score -1.075234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -10752340.000000 Penalty: 5671.033691
	Iteration 57Q: 3 clusters Score -1.075234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -10752341.000000 Penalty: 5671.033691
	Iteration 58Q: 3 clusters Score -1.075234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -10752339.000000 Penalty: 5671.033691
	Iteration 59Q: 3 clusters Score -1.075234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -10752337.000000 Penalty: 5671.033691
	Iteration 60F: 3 clusters Score -1.075234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -10752325.000000 Penalty: 5671.033691
	Iteration 61Q: 3 clusters Score -1.075232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -10752325.000000 Penalty: 5671.033691
	Iteration 62F: 3 clusters Score -1.075232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 86550 members 
Mstep: Class 16 contains 247464 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 6944 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 5818 members 
Entering Unmasked Estep 
Score: -183792160.000000 Penalty: 81523.273438
Splitting cluster 15 changes total score from -183784640.000000 to -183792160.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (247464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247464 members 
Entering Unmasked Estep 
Score: -28930878.000000 Penalty: 3079.917236
	Iteration 0F: 2 clusters Score -2.893088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -28777100.000000 Penalty: 6159.834473
	Iteration 0F: 3 clusters Score -2.87771e+07 nChanged 119523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -28847462.000000 Penalty: 6159.834473
	Iteration 1F: 3 clusters Score -2.884746e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 120044 members 
Entering Unmasked Estep 
Score: -28849294.000000 Penalty: 6159.834473
	Iteration 2Q: 3 clusters Score -2.884929e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -28851456.000000 Penalty: 6159.834473
	Iteration 3Q: 3 clusters Score -2.885146e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -28854212.000000 Penalty: 6159.834473
	Iteration 4Q: 3 clusters Score -2.885421e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -28858422.000000 Penalty: 6159.834473
	Iteration 5Q: 3 clusters Score -2.885842e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -28864530.000000 Penalty: 6159.834473
	Iteration 6Q: 3 clusters Score -2.886453e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -28873556.000000 Penalty: 6159.834473
	Iteration 7F: 3 clusters Score -2.887356e+07 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -28885368.000000 Penalty: 6159.834473
	Iteration 8F: 3 clusters Score -2.888537e+07 nChanged 16515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -28897700.000000 Penalty: 6159.834473
	Iteration 9F: 3 clusters Score -2.88977e+07 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184682 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -28907846.000000 Penalty: 6159.834473
	Iteration 10F: 3 clusters Score -2.890785e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193308 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -28913964.000000 Penalty: 6159.834473
	Iteration 11Q: 3 clusters Score -2.891396e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200744 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -28917432.000000 Penalty: 6159.834473
	Iteration 12Q: 3 clusters Score -2.891743e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207786 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -28919496.000000 Penalty: 6159.834473
	Iteration 13Q: 3 clusters Score -2.89195e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214379 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -28921022.000000 Penalty: 6159.834473
	Iteration 14Q: 3 clusters Score -2.892102e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220423 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -28922560.000000 Penalty: 6159.834473
	Iteration 15Q: 3 clusters Score -2.892256e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225862 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -28924634.000000 Penalty: 6159.834473
	Iteration 16Q: 3 clusters Score -2.892463e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230613 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -28926396.000000 Penalty: 6159.834473
	Iteration 17Q: 3 clusters Score -2.89264e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234556 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -28928216.000000 Penalty: 6159.834473
	Iteration 18Q: 3 clusters Score -2.892822e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237633 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -28929686.000000 Penalty: 6159.834473
	Iteration 19Q: 3 clusters Score -2.892969e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239878 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -28930926.000000 Penalty: 6159.834473
	Iteration 20F: 3 clusters Score -2.893093e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241402 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -28931906.000000 Penalty: 6159.834473
	Iteration 21Q: 3 clusters Score -2.893191e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242385 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -28932636.000000 Penalty: 6159.834473
	Iteration 22Q: 3 clusters Score -2.893264e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243032 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -28933112.000000 Penalty: 6159.834473
	Iteration 23Q: 3 clusters Score -2.893311e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243475 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -28933470.000000 Penalty: 6159.834473
	Iteration 24Q: 3 clusters Score -2.893347e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243723 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -28933732.000000 Penalty: 6159.834473
	Iteration 25Q: 3 clusters Score -2.893373e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243839 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -28933840.000000 Penalty: 6159.834473
	Iteration 26Q: 3 clusters Score -2.893384e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243892 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -28933904.000000 Penalty: 6159.834473
	Iteration 27Q: 3 clusters Score -2.89339e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243898 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -28933882.000000 Penalty: 6159.834473
	Iteration 28Q: 3 clusters Score -2.893388e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243895 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -28933948.000000 Penalty: 6159.834473
	Iteration 29Q: 3 clusters Score -2.893395e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243877 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -28933996.000000 Penalty: 6159.834473
	Iteration 30Q: 3 clusters Score -2.8934e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243851 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -28933998.000000 Penalty: 6159.834473
	Iteration 31Q: 3 clusters Score -2.8934e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243827 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -28934032.000000 Penalty: 6159.834473
	Iteration 32Q: 3 clusters Score -2.893403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243796 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -28933992.000000 Penalty: 6159.834473
	Iteration 33Q: 3 clusters Score -2.893399e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243762 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -28934000.000000 Penalty: 6159.834473
	Iteration 34Q: 3 clusters Score -2.8934e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243718 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -28934060.000000 Penalty: 6159.834473
	Iteration 35Q: 3 clusters Score -2.893406e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243699 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -28934082.000000 Penalty: 6159.834473
	Iteration 36Q: 3 clusters Score -2.893408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243686 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -28934082.000000 Penalty: 6159.834473
	Iteration 37Q: 3 clusters Score -2.893408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243662 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -28934096.000000 Penalty: 6159.834473
	Iteration 38Q: 3 clusters Score -2.89341e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243623 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -28934076.000000 Penalty: 6159.834473
	Iteration 39Q: 3 clusters Score -2.893408e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243602 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -28934344.000000 Penalty: 6159.834473
	Iteration 40F: 3 clusters Score -2.893434e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243458 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -28934518.000000 Penalty: 6159.834473
	Iteration 41Q: 3 clusters Score -2.893452e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243302 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -28934578.000000 Penalty: 6159.834473
	Iteration 42Q: 3 clusters Score -2.893458e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243151 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -28934684.000000 Penalty: 6159.834473
	Iteration 43Q: 3 clusters Score -2.893468e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242991 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -28934704.000000 Penalty: 6159.834473
	Iteration 44Q: 3 clusters Score -2.89347e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242795 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -28934748.000000 Penalty: 6159.834473
	Iteration 45Q: 3 clusters Score -2.893475e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242583 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -28934806.000000 Penalty: 6159.834473
	Iteration 46Q: 3 clusters Score -2.893481e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242293 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -28934912.000000 Penalty: 6159.834473
	Iteration 47Q: 3 clusters Score -2.893491e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241988 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -28935054.000000 Penalty: 6159.834473
	Iteration 48Q: 3 clusters Score -2.893505e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241595 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -28935214.000000 Penalty: 6159.834473
	Iteration 49Q: 3 clusters Score -2.893521e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241196 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -28935452.000000 Penalty: 6159.834473
	Iteration 50Q: 3 clusters Score -2.893545e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240787 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -28935528.000000 Penalty: 6159.834473
	Iteration 51Q: 3 clusters Score -2.893553e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240351 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -28935616.000000 Penalty: 6159.834473
	Iteration 52Q: 3 clusters Score -2.893562e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239945 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -28935664.000000 Penalty: 6159.834473
	Iteration 53Q: 3 clusters Score -2.893566e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239538 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -28935678.000000 Penalty: 6159.834473
	Iteration 54Q: 3 clusters Score -2.893568e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239184 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -28935828.000000 Penalty: 6159.834473
	Iteration 55Q: 3 clusters Score -2.893583e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238848 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -28935842.000000 Penalty: 6159.834473
	Iteration 56Q: 3 clusters Score -2.893584e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238536 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -28935932.000000 Penalty: 6159.834473
	Iteration 57Q: 3 clusters Score -2.893593e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238261 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -28936004.000000 Penalty: 6159.834473
	Iteration 58Q: 3 clusters Score -2.8936e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238034 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -28936054.000000 Penalty: 6159.834473
	Iteration 59Q: 3 clusters Score -2.893605e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237840 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -28936314.000000 Penalty: 6159.834473
	Iteration 60F: 3 clusters Score -2.893631e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237361 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -28936384.000000 Penalty: 6159.834473
	Iteration 61Q: 3 clusters Score -2.893638e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236832 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -28936560.000000 Penalty: 6159.834473
	Iteration 62Q: 3 clusters Score -2.893656e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236288 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -28936642.000000 Penalty: 6159.834473
	Iteration 63Q: 3 clusters Score -2.893664e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235782 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -28936718.000000 Penalty: 6159.834473
	Iteration 64Q: 3 clusters Score -2.893672e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235318 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -28936726.000000 Penalty: 6159.834473
	Iteration 65Q: 3 clusters Score -2.893673e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234882 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -28936768.000000 Penalty: 6159.834473
	Iteration 66Q: 3 clusters Score -2.893677e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234452 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -28936828.000000 Penalty: 6159.834473
	Iteration 67Q: 3 clusters Score -2.893683e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234037 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -28936948.000000 Penalty: 6159.834473
	Iteration 68Q: 3 clusters Score -2.893695e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233658 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -28936976.000000 Penalty: 6159.834473
	Iteration 69Q: 3 clusters Score -2.893698e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233323 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -28937044.000000 Penalty: 6159.834473
	Iteration 70Q: 3 clusters Score -2.893704e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232993 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -28937072.000000 Penalty: 6159.834473
	Iteration 71Q: 3 clusters Score -2.893707e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232701 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -28937156.000000 Penalty: 6159.834473
	Iteration 72Q: 3 clusters Score -2.893716e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232415 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -28937126.000000 Penalty: 6159.834473
	Iteration 73Q: 3 clusters Score -2.893713e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232100 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -28937186.000000 Penalty: 6159.834473
	Iteration 74Q: 3 clusters Score -2.893719e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231819 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -28937296.000000 Penalty: 6159.834473
	Iteration 75Q: 3 clusters Score -2.89373e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231551 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -28937286.000000 Penalty: 6159.834473
	Iteration 76Q: 3 clusters Score -2.893729e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231286 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -28937362.000000 Penalty: 6159.834473
	Iteration 77Q: 3 clusters Score -2.893736e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231046 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -28937356.000000 Penalty: 6159.834473
	Iteration 78Q: 3 clusters Score -2.893736e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230816 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -28937348.000000 Penalty: 6159.834473
	Iteration 79Q: 3 clusters Score -2.893735e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230595 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -28937368.000000 Penalty: 6159.834473
	Iteration 80F: 3 clusters Score -2.893737e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230354 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -28937294.000000 Penalty: 6159.834473
	Iteration 81Q: 3 clusters Score -2.893729e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -28937396.000000 Penalty: 6159.834473
	Iteration 82Q: 3 clusters Score -2.89374e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -28937388.000000 Penalty: 6159.834473
	Iteration 83Q: 3 clusters Score -2.893739e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229643 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -28937386.000000 Penalty: 6159.834473
	Iteration 84Q: 3 clusters Score -2.893739e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229391 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -28937388.000000 Penalty: 6159.834473
	Iteration 85Q: 3 clusters Score -2.893739e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229161 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -28937442.000000 Penalty: 6159.834473
	Iteration 86Q: 3 clusters Score -2.893744e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228942 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -28937414.000000 Penalty: 6159.834473
	Iteration 87Q: 3 clusters Score -2.893741e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228733 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -28937432.000000 Penalty: 6159.834473
	Iteration 88Q: 3 clusters Score -2.893743e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228539 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -28937546.000000 Penalty: 6159.834473
	Iteration 89Q: 3 clusters Score -2.893755e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228357 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -28937598.000000 Penalty: 6159.834473
	Iteration 90Q: 3 clusters Score -2.89376e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228182 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -28937620.000000 Penalty: 6159.834473
	Iteration 91Q: 3 clusters Score -2.893762e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228020 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -28937614.000000 Penalty: 6159.834473
	Iteration 92Q: 3 clusters Score -2.893761e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227854 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -28937654.000000 Penalty: 6159.834473
	Iteration 93Q: 3 clusters Score -2.893765e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227690 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -28937674.000000 Penalty: 6159.834473
	Iteration 94Q: 3 clusters Score -2.893767e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227548 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -28937658.000000 Penalty: 6159.834473
	Iteration 95Q: 3 clusters Score -2.893766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227406 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -28937664.000000 Penalty: 6159.834473
	Iteration 96Q: 3 clusters Score -2.893766e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227267 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -28937718.000000 Penalty: 6159.834473
	Iteration 97Q: 3 clusters Score -2.893772e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227110 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -28937792.000000 Penalty: 6159.834473
	Iteration 98Q: 3 clusters Score -2.893779e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226956 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -28937834.000000 Penalty: 6159.834473
	Iteration 99Q: 3 clusters Score -2.893783e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226804 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -28937806.000000 Penalty: 6159.834473
	Iteration 100F: 3 clusters Score -2.893781e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226668 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -28937780.000000 Penalty: 6159.834473
	Iteration 101Q: 3 clusters Score -2.893778e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226522 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -28937806.000000 Penalty: 6159.834473
	Iteration 102Q: 3 clusters Score -2.893781e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226371 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -28937838.000000 Penalty: 6159.834473
	Iteration 103Q: 3 clusters Score -2.893784e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226235 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -28937856.000000 Penalty: 6159.834473
	Iteration 104Q: 3 clusters Score -2.893786e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226096 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -28937862.000000 Penalty: 6159.834473
	Iteration 105Q: 3 clusters Score -2.893786e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225954 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -28937868.000000 Penalty: 6159.834473
	Iteration 106Q: 3 clusters Score -2.893787e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225810 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -28937854.000000 Penalty: 6159.834473
	Iteration 107Q: 3 clusters Score -2.893785e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225675 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -28937914.000000 Penalty: 6159.834473
	Iteration 108Q: 3 clusters Score -2.893791e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225537 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -28937946.000000 Penalty: 6159.834473
	Iteration 109Q: 3 clusters Score -2.893795e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225410 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -28937998.000000 Penalty: 6159.834473
	Iteration 110Q: 3 clusters Score -2.8938e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225282 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -28938018.000000 Penalty: 6159.834473
	Iteration 111Q: 3 clusters Score -2.893802e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225168 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -28938002.000000 Penalty: 6159.834473
	Iteration 112Q: 3 clusters Score -2.8938e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225058 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -28938010.000000 Penalty: 6159.834473
	Iteration 113Q: 3 clusters Score -2.893801e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224929 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -28938014.000000 Penalty: 6159.834473
	Iteration 114Q: 3 clusters Score -2.893801e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224795 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -28938006.000000 Penalty: 6159.834473
	Iteration 115Q: 3 clusters Score -2.893801e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224682 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -28938062.000000 Penalty: 6159.834473
	Iteration 116Q: 3 clusters Score -2.893806e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224565 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -28938140.000000 Penalty: 6159.834473
	Iteration 117Q: 3 clusters Score -2.893814e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224427 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -28938212.000000 Penalty: 6159.834473
	Iteration 118Q: 3 clusters Score -2.893821e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224297 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -28938188.000000 Penalty: 6159.834473
	Iteration 119Q: 3 clusters Score -2.893819e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224178 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -28938198.000000 Penalty: 6159.834473
	Iteration 120F: 3 clusters Score -2.89382e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224039 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -28938218.000000 Penalty: 6159.834473
	Iteration 121Q: 3 clusters Score -2.893822e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223914 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -28938208.000000 Penalty: 6159.834473
	Iteration 122Q: 3 clusters Score -2.893821e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223780 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -28938252.000000 Penalty: 6159.834473
	Iteration 123Q: 3 clusters Score -2.893825e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223641 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -28938264.000000 Penalty: 6159.834473
	Iteration 124Q: 3 clusters Score -2.893826e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223512 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -28938232.000000 Penalty: 6159.834473
	Iteration 125Q: 3 clusters Score -2.893823e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223371 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -28938246.000000 Penalty: 6159.834473
	Iteration 126Q: 3 clusters Score -2.893825e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223226 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -28938300.000000 Penalty: 6159.834473
	Iteration 127Q: 3 clusters Score -2.89383e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223063 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -28938314.000000 Penalty: 6159.834473
	Iteration 128Q: 3 clusters Score -2.893831e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222887 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -28938334.000000 Penalty: 6159.834473
	Iteration 129Q: 3 clusters Score -2.893833e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222702 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -28938320.000000 Penalty: 6159.834473
	Iteration 130Q: 3 clusters Score -2.893832e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222529 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -28938378.000000 Penalty: 6159.834473
	Iteration 131Q: 3 clusters Score -2.893838e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222346 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -28938384.000000 Penalty: 6159.834473
	Iteration 132Q: 3 clusters Score -2.893838e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222161 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -28938470.000000 Penalty: 6159.834473
	Iteration 133Q: 3 clusters Score -2.893847e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221999 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -28938426.000000 Penalty: 6159.834473
	Iteration 134Q: 3 clusters Score -2.893843e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221843 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -28938428.000000 Penalty: 6159.834473
	Iteration 135Q: 3 clusters Score -2.893843e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221684 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -28938410.000000 Penalty: 6159.834473
	Iteration 136Q: 3 clusters Score -2.893841e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221552 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -28938418.000000 Penalty: 6159.834473
	Iteration 137Q: 3 clusters Score -2.893842e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221426 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -28938442.000000 Penalty: 6159.834473
	Iteration 138Q: 3 clusters Score -2.893844e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221295 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -28938450.000000 Penalty: 6159.834473
	Iteration 139Q: 3 clusters Score -2.893845e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221160 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -28938504.000000 Penalty: 6159.834473
	Iteration 140F: 3 clusters Score -2.89385e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221011 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -28938554.000000 Penalty: 6159.834473
	Iteration 141Q: 3 clusters Score -2.893855e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220861 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -28938574.000000 Penalty: 6159.834473
	Iteration 142Q: 3 clusters Score -2.893857e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -28938606.000000 Penalty: 6159.834473
	Iteration 143Q: 3 clusters Score -2.893861e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220558 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -28938626.000000 Penalty: 6159.834473
	Iteration 144Q: 3 clusters Score -2.893863e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220392 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -28938690.000000 Penalty: 6159.834473
	Iteration 145Q: 3 clusters Score -2.893869e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220226 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -28938644.000000 Penalty: 6159.834473
	Iteration 146Q: 3 clusters Score -2.893864e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220045 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -28938626.000000 Penalty: 6159.834473
	Iteration 147Q: 3 clusters Score -2.893863e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219876 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -28938680.000000 Penalty: 6159.834473
	Iteration 148Q: 3 clusters Score -2.893868e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219712 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -28938680.000000 Penalty: 6159.834473
	Iteration 149Q: 3 clusters Score -2.893868e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219542 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -28938676.000000 Penalty: 6159.834473
	Iteration 150Q: 3 clusters Score -2.893868e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219394 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -28938670.000000 Penalty: 6159.834473
	Iteration 151Q: 3 clusters Score -2.893867e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219262 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -28938714.000000 Penalty: 6159.834473
	Iteration 152Q: 3 clusters Score -2.893871e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219132 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -28938736.000000 Penalty: 6159.834473
	Iteration 153Q: 3 clusters Score -2.893874e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219014 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -28938762.000000 Penalty: 6159.834473
	Iteration 154Q: 3 clusters Score -2.893876e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218895 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -28938744.000000 Penalty: 6159.834473
	Iteration 155Q: 3 clusters Score -2.893874e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218762 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -28938736.000000 Penalty: 6159.834473
	Iteration 156Q: 3 clusters Score -2.893874e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218628 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -28938714.000000 Penalty: 6159.834473
	Iteration 157Q: 3 clusters Score -2.893871e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218508 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -28938782.000000 Penalty: 6159.834473
	Iteration 158Q: 3 clusters Score -2.893878e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218398 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -28938776.000000 Penalty: 6159.834473
	Iteration 159Q: 3 clusters Score -2.893878e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218295 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -28938812.000000 Penalty: 6159.834473
	Iteration 160F: 3 clusters Score -2.893881e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218198 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -28938850.000000 Penalty: 6159.834473
	Iteration 161Q: 3 clusters Score -2.893885e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218103 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -28938872.000000 Penalty: 6159.834473
	Iteration 162Q: 3 clusters Score -2.893887e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218011 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -28938880.000000 Penalty: 6159.834473
	Iteration 163Q: 3 clusters Score -2.893888e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217919 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -28938848.000000 Penalty: 6159.834473
	Iteration 164Q: 3 clusters Score -2.893885e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217828 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -28938844.000000 Penalty: 6159.834473
	Iteration 165Q: 3 clusters Score -2.893884e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217738 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -28938856.000000 Penalty: 6159.834473
	Iteration 166Q: 3 clusters Score -2.893886e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217633 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -28938836.000000 Penalty: 6159.834473
	Iteration 167Q: 3 clusters Score -2.893884e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217521 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -28938848.000000 Penalty: 6159.834473
	Iteration 168Q: 3 clusters Score -2.893885e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217404 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -28938854.000000 Penalty: 6159.834473
	Iteration 169Q: 3 clusters Score -2.893885e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217282 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -28938888.000000 Penalty: 6159.834473
	Iteration 170Q: 3 clusters Score -2.893889e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217174 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -28938906.000000 Penalty: 6159.834473
	Iteration 171Q: 3 clusters Score -2.893891e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217077 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -28938878.000000 Penalty: 6159.834473
	Iteration 172Q: 3 clusters Score -2.893888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216961 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -28938856.000000 Penalty: 6159.834473
	Iteration 173Q: 3 clusters Score -2.893886e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216856 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -28938890.000000 Penalty: 6159.834473
	Iteration 174Q: 3 clusters Score -2.893889e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -28938918.000000 Penalty: 6159.834473
	Iteration 175Q: 3 clusters Score -2.893892e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216649 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -28938866.000000 Penalty: 6159.834473
	Iteration 176Q: 3 clusters Score -2.893887e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -28938878.000000 Penalty: 6159.834473
	Iteration 177Q: 3 clusters Score -2.893888e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -28938876.000000 Penalty: 6159.834473
	Iteration 178Q: 3 clusters Score -2.893888e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216404 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -28938862.000000 Penalty: 6159.834473
	Iteration 179Q: 3 clusters Score -2.893886e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216327 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -28938884.000000 Penalty: 6159.834473
	Iteration 180F: 3 clusters Score -2.893888e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216239 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -28938880.000000 Penalty: 6159.834473
	Iteration 181Q: 3 clusters Score -2.893888e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216155 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -28938876.000000 Penalty: 6159.834473
	Iteration 182Q: 3 clusters Score -2.893888e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216065 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -28938896.000000 Penalty: 6159.834473
	Iteration 183Q: 3 clusters Score -2.89389e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215977 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -28938856.000000 Penalty: 6159.834473
	Iteration 184Q: 3 clusters Score -2.893886e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215889 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -28938880.000000 Penalty: 6159.834473
	Iteration 185Q: 3 clusters Score -2.893888e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215803 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -28938872.000000 Penalty: 6159.834473
	Iteration 186Q: 3 clusters Score -2.893887e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215723 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -28938908.000000 Penalty: 6159.834473
	Iteration 187Q: 3 clusters Score -2.893891e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215648 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -28938920.000000 Penalty: 6159.834473
	Iteration 188Q: 3 clusters Score -2.893892e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215571 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -28938910.000000 Penalty: 6159.834473
	Iteration 189Q: 3 clusters Score -2.893891e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215486 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -28938928.000000 Penalty: 6159.834473
	Iteration 190Q: 3 clusters Score -2.893893e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215410 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -28938930.000000 Penalty: 6159.834473
	Iteration 191Q: 3 clusters Score -2.893893e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215312 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -28938968.000000 Penalty: 6159.834473
	Iteration 192Q: 3 clusters Score -2.893897e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215214 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -28938946.000000 Penalty: 6159.834473
	Iteration 193Q: 3 clusters Score -2.893895e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215108 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -28938884.000000 Penalty: 6159.834473
	Iteration 194Q: 3 clusters Score -2.893888e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214997 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -28938942.000000 Penalty: 6159.834473
	Iteration 195Q: 3 clusters Score -2.893894e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214878 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -28938946.000000 Penalty: 6159.834473
	Iteration 196Q: 3 clusters Score -2.893895e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214751 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -28938988.000000 Penalty: 6159.834473
	Iteration 197Q: 3 clusters Score -2.893899e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214629 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -28939020.000000 Penalty: 6159.834473
	Iteration 198Q: 3 clusters Score -2.893902e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214501 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -28939044.000000 Penalty: 6159.834473
	Iteration 199Q: 3 clusters Score -2.893904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -28939064.000000 Penalty: 6159.834473
	Iteration 200F: 3 clusters Score -2.893906e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214237 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -28939062.000000 Penalty: 6159.834473
	Iteration 201Q: 3 clusters Score -2.893906e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214089 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -28939104.000000 Penalty: 6159.834473
	Iteration 202Q: 3 clusters Score -2.89391e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213963 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -28939138.000000 Penalty: 6159.834473
	Iteration 203Q: 3 clusters Score -2.893914e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213838 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -28939170.000000 Penalty: 6159.834473
	Iteration 204Q: 3 clusters Score -2.893917e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213718 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -28939158.000000 Penalty: 6159.834473
	Iteration 205Q: 3 clusters Score -2.893916e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213590 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -28939194.000000 Penalty: 6159.834473
	Iteration 206Q: 3 clusters Score -2.893919e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213450 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -28939216.000000 Penalty: 6159.834473
	Iteration 207Q: 3 clusters Score -2.893922e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213299 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -28939254.000000 Penalty: 6159.834473
	Iteration 208Q: 3 clusters Score -2.893925e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213149 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -28939272.000000 Penalty: 6159.834473
	Iteration 209Q: 3 clusters Score -2.893927e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212987 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -28939302.000000 Penalty: 6159.834473
	Iteration 210Q: 3 clusters Score -2.89393e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212841 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -28939292.000000 Penalty: 6159.834473
	Iteration 211Q: 3 clusters Score -2.893929e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -28939364.000000 Penalty: 6159.834473
	Iteration 212Q: 3 clusters Score -2.893936e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212548 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -28939400.000000 Penalty: 6159.834473
	Iteration 213Q: 3 clusters Score -2.89394e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212424 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -28939416.000000 Penalty: 6159.834473
	Iteration 214Q: 3 clusters Score -2.893942e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212293 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -28939428.000000 Penalty: 6159.834473
	Iteration 215Q: 3 clusters Score -2.893943e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212169 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -28939414.000000 Penalty: 6159.834473
	Iteration 216Q: 3 clusters Score -2.893941e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212042 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -28939484.000000 Penalty: 6159.834473
	Iteration 217Q: 3 clusters Score -2.893948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211921 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -28939520.000000 Penalty: 6159.834473
	Iteration 218Q: 3 clusters Score -2.893952e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211793 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -28939564.000000 Penalty: 6159.834473
	Iteration 219Q: 3 clusters Score -2.893956e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -28939562.000000 Penalty: 6159.834473
	Iteration 220F: 3 clusters Score -2.893956e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211571 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -28939594.000000 Penalty: 6159.834473
	Iteration 221Q: 3 clusters Score -2.893959e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211465 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -28939608.000000 Penalty: 6159.834473
	Iteration 222Q: 3 clusters Score -2.893961e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211377 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -28939610.000000 Penalty: 6159.834473
	Iteration 223Q: 3 clusters Score -2.893961e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -28939582.000000 Penalty: 6159.834473
	Iteration 224Q: 3 clusters Score -2.893958e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211208 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -28939626.000000 Penalty: 6159.834473
	Iteration 225Q: 3 clusters Score -2.893963e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211130 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -28939660.000000 Penalty: 6159.834473
	Iteration 226Q: 3 clusters Score -2.893966e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211053 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -28939692.000000 Penalty: 6159.834473
	Iteration 227Q: 3 clusters Score -2.893969e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210976 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -28939680.000000 Penalty: 6159.834473
	Iteration 228Q: 3 clusters Score -2.893968e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210885 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -28939658.000000 Penalty: 6159.834473
	Iteration 229Q: 3 clusters Score -2.893966e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210807 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -28939664.000000 Penalty: 6159.834473
	Iteration 230Q: 3 clusters Score -2.893966e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210735 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -28939708.000000 Penalty: 6159.834473
	Iteration 231Q: 3 clusters Score -2.893971e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210667 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -28939716.000000 Penalty: 6159.834473
	Iteration 232Q: 3 clusters Score -2.893972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210593 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -28939724.000000 Penalty: 6159.834473
	Iteration 233Q: 3 clusters Score -2.893972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210526 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -28939710.000000 Penalty: 6159.834473
	Iteration 234Q: 3 clusters Score -2.893971e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210458 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -28939722.000000 Penalty: 6159.834473
	Iteration 235Q: 3 clusters Score -2.893972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210398 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -28939766.000000 Penalty: 6159.834473
	Iteration 236Q: 3 clusters Score -2.893977e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210341 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -28939786.000000 Penalty: 6159.834473
	Iteration 237Q: 3 clusters Score -2.893979e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210286 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -28939812.000000 Penalty: 6159.834473
	Iteration 238Q: 3 clusters Score -2.893981e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210239 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -28939846.000000 Penalty: 6159.834473
	Iteration 239Q: 3 clusters Score -2.893985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210196 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -28939892.000000 Penalty: 6159.834473
	Iteration 240F: 3 clusters Score -2.893989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210155 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -28939890.000000 Penalty: 6159.834473
	Iteration 241Q: 3 clusters Score -2.893989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210122 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -28939900.000000 Penalty: 6159.834473
	Iteration 242Q: 3 clusters Score -2.89399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210090 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -28939886.000000 Penalty: 6159.834473
	Iteration 243Q: 3 clusters Score -2.893989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210055 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -28939880.000000 Penalty: 6159.834473
	Iteration 244Q: 3 clusters Score -2.893988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210027 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -28939924.000000 Penalty: 6159.834473
	Iteration 245Q: 3 clusters Score -2.893992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210004 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -28939926.000000 Penalty: 6159.834473
	Iteration 246Q: 3 clusters Score -2.893993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209980 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -28939924.000000 Penalty: 6159.834473
	Iteration 247Q: 3 clusters Score -2.893992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209949 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -28939922.000000 Penalty: 6159.834473
	Iteration 248Q: 3 clusters Score -2.893992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209923 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -28939936.000000 Penalty: 6159.834473
	Iteration 249Q: 3 clusters Score -2.893994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209898 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -28939894.000000 Penalty: 6159.834473
	Iteration 250Q: 3 clusters Score -2.893989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209872 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -28939894.000000 Penalty: 6159.834473
	Iteration 251Q: 3 clusters Score -2.893989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209838 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -28939912.000000 Penalty: 6159.834473
	Iteration 252Q: 3 clusters Score -2.893991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209813 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -28939916.000000 Penalty: 6159.834473
	Iteration 253Q: 3 clusters Score -2.893992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209789 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -28939916.000000 Penalty: 6159.834473
	Iteration 254Q: 3 clusters Score -2.893992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209767 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -28939904.000000 Penalty: 6159.834473
	Iteration 255Q: 3 clusters Score -2.89399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209744 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -28939904.000000 Penalty: 6159.834473
	Iteration 256Q: 3 clusters Score -2.89399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209718 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 257Q: 3 clusters Score -2.893991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209698 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -28939930.000000 Penalty: 6159.834473
	Iteration 258Q: 3 clusters Score -2.893993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209676 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -28939902.000000 Penalty: 6159.834473
	Iteration 259Q: 3 clusters Score -2.89399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209655 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -28939914.000000 Penalty: 6159.834473
	Iteration 260F: 3 clusters Score -2.893991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209631 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -28939910.000000 Penalty: 6159.834473
	Iteration 261Q: 3 clusters Score -2.893991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209606 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 262Q: 3 clusters Score -2.893991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209585 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -28939872.000000 Penalty: 6159.834473
	Iteration 263Q: 3 clusters Score -2.893987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209558 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -28939872.000000 Penalty: 6159.834473
	Iteration 264Q: 3 clusters Score -2.893987e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209528 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -28939892.000000 Penalty: 6159.834473
	Iteration 265Q: 3 clusters Score -2.893989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209497 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -28939880.000000 Penalty: 6159.834473
	Iteration 266Q: 3 clusters Score -2.893988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209463 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -28939898.000000 Penalty: 6159.834473
	Iteration 267Q: 3 clusters Score -2.89399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209437 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -28939922.000000 Penalty: 6159.834473
	Iteration 268Q: 3 clusters Score -2.893992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209416 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -28939898.000000 Penalty: 6159.834473
	Iteration 269Q: 3 clusters Score -2.89399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209393 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -28939888.000000 Penalty: 6159.834473
	Iteration 270Q: 3 clusters Score -2.893989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209371 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 271Q: 3 clusters Score -2.893991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209348 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 272Q: 3 clusters Score -2.893991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209331 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -28939926.000000 Penalty: 6159.834473
	Iteration 273Q: 3 clusters Score -2.893993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209314 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -28939914.000000 Penalty: 6159.834473
	Iteration 274Q: 3 clusters Score -2.893991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209297 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -28939926.000000 Penalty: 6159.834473
	Iteration 275Q: 3 clusters Score -2.893993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209283 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -28939940.000000 Penalty: 6159.834473
	Iteration 276Q: 3 clusters Score -2.893994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209268 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -28939944.000000 Penalty: 6159.834473
	Iteration 277Q: 3 clusters Score -2.893994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209262 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -28939928.000000 Penalty: 6159.834473
	Iteration 278Q: 3 clusters Score -2.893993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209255 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -28939924.000000 Penalty: 6159.834473
	Iteration 279Q: 3 clusters Score -2.893992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209247 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -28939932.000000 Penalty: 6159.834473
	Iteration 280F: 3 clusters Score -2.893993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209239 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -28939930.000000 Penalty: 6159.834473
	Iteration 281Q: 3 clusters Score -2.893993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209235 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -28939928.000000 Penalty: 6159.834473
	Iteration 282Q: 3 clusters Score -2.893993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209229 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -28939930.000000 Penalty: 6159.834473
	Iteration 283Q: 3 clusters Score -2.893993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209223 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -28939914.000000 Penalty: 6159.834473
	Iteration 284Q: 3 clusters Score -2.893991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209216 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -28939916.000000 Penalty: 6159.834473
	Iteration 285Q: 3 clusters Score -2.893992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209207 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -28939910.000000 Penalty: 6159.834473
	Iteration 286Q: 3 clusters Score -2.893991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209198 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -28939884.000000 Penalty: 6159.834473
	Iteration 287Q: 3 clusters Score -2.893988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209178 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -28939922.000000 Penalty: 6159.834473
	Iteration 288Q: 3 clusters Score -2.893992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209154 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -28939952.000000 Penalty: 6159.834473
	Iteration 289Q: 3 clusters Score -2.893995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209133 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -28939946.000000 Penalty: 6159.834473
	Iteration 290Q: 3 clusters Score -2.893995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209110 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -28939914.000000 Penalty: 6159.834473
	Iteration 291Q: 3 clusters Score -2.893991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209090 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -28939928.000000 Penalty: 6159.834473
	Iteration 292Q: 3 clusters Score -2.893993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209067 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -28939954.000000 Penalty: 6159.834473
	Iteration 293Q: 3 clusters Score -2.893995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209048 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -28939930.000000 Penalty: 6159.834473
	Iteration 294Q: 3 clusters Score -2.893993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209021 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -28939948.000000 Penalty: 6159.834473
	Iteration 295Q: 3 clusters Score -2.893995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209000 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -28939952.000000 Penalty: 6159.834473
	Iteration 296Q: 3 clusters Score -2.893995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208972 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -28939918.000000 Penalty: 6159.834473
	Iteration 297Q: 3 clusters Score -2.893992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208946 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -28939878.000000 Penalty: 6159.834473
	Iteration 298Q: 3 clusters Score -2.893988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208922 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -28939882.000000 Penalty: 6159.834473
	Iteration 299Q: 3 clusters Score -2.893988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208900 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -28939876.000000 Penalty: 6159.834473
	Iteration 300F: 3 clusters Score -2.893988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208873 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 301Q: 3 clusters Score -2.893991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208846 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 302Q: 3 clusters Score -2.893991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208826 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -28939922.000000 Penalty: 6159.834473
	Iteration 303Q: 3 clusters Score -2.893992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208810 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -28939904.000000 Penalty: 6159.834473
	Iteration 304Q: 3 clusters Score -2.89399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208799 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -28939888.000000 Penalty: 6159.834473
	Iteration 305Q: 3 clusters Score -2.893989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208783 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -28939896.000000 Penalty: 6159.834473
	Iteration 306Q: 3 clusters Score -2.89399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208764 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -28939908.000000 Penalty: 6159.834473
	Iteration 307Q: 3 clusters Score -2.893991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208749 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -28939926.000000 Penalty: 6159.834473
	Iteration 308Q: 3 clusters Score -2.893993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208732 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -28939930.000000 Penalty: 6159.834473
	Iteration 309Q: 3 clusters Score -2.893993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208719 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -28939952.000000 Penalty: 6159.834473
	Iteration 310Q: 3 clusters Score -2.893995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208704 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -28939966.000000 Penalty: 6159.834473
	Iteration 311Q: 3 clusters Score -2.893997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208694 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -28939974.000000 Penalty: 6159.834473
	Iteration 312Q: 3 clusters Score -2.893997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -28939980.000000 Penalty: 6159.834473
	Iteration 313Q: 3 clusters Score -2.893998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -28939970.000000 Penalty: 6159.834473
	Iteration 314Q: 3 clusters Score -2.893997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208661 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -28939978.000000 Penalty: 6159.834473
	Iteration 315Q: 3 clusters Score -2.893998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208658 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -28939954.000000 Penalty: 6159.834473
	Iteration 316Q: 3 clusters Score -2.893995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208654 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -28939968.000000 Penalty: 6159.834473
	Iteration 317Q: 3 clusters Score -2.893997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208651 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -28939968.000000 Penalty: 6159.834473
	Iteration 318Q: 3 clusters Score -2.893997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208647 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -28939992.000000 Penalty: 6159.834473
	Iteration 319Q: 3 clusters Score -2.893999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208644 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -28939974.000000 Penalty: 6159.834473
	Iteration 320F: 3 clusters Score -2.893997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208642 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -28939980.000000 Penalty: 6159.834473
	Iteration 321Q: 3 clusters Score -2.893998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208641 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -28939982.000000 Penalty: 6159.834473
	Iteration 322Q: 3 clusters Score -2.893998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208641 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -28939982.000000 Penalty: 6159.834473
	Iteration 323F: 3 clusters Score -2.893998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 86550 members 
Mstep: Class 16 contains 208641 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 6944 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 38823 members 
Entering Unmasked Estep 
Score: -183801136.000000 Penalty: 85067.757812
Splitting cluster 16 changes total score from -183784640.000000 to -183801136.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (305354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305354 members 
Entering Unmasked Estep 
Score: -35771644.000000 Penalty: 3132.048340
	Iteration 0F: 2 clusters Score -3.577164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
Score: -35578460.000000 Penalty: 6264.096680
	Iteration 0F: 3 clusters Score -3.557846e+07 nChanged 147974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -35665888.000000 Penalty: 6264.096680
	Iteration 1F: 3 clusters Score -3.566589e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -35667424.000000 Penalty: 6264.096680
	Iteration 2Q: 3 clusters Score -3.566742e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146862 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -35669276.000000 Penalty: 6264.096680
	Iteration 3Q: 3 clusters Score -3.566928e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143563 members 
Mstep: Class 2 contains 161791 members 
Entering Unmasked Estep 
Score: -35671888.000000 Penalty: 6264.096680
	Iteration 4Q: 3 clusters Score -3.567189e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -35674844.000000 Penalty: 6264.096680
	Iteration 5Q: 3 clusters Score -3.567484e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131489 members 
Mstep: Class 2 contains 173865 members 
Entering Unmasked Estep 
Score: -35679832.000000 Penalty: 6264.096680
	Iteration 6Q: 3 clusters Score -3.567983e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 183700 members 
Entering Unmasked Estep 
Score: -35686788.000000 Penalty: 6264.096680
	Iteration 7Q: 3 clusters Score -3.568679e+07 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 196340 members 
Entering Unmasked Estep 
Score: -35697132.000000 Penalty: 6264.096680
	Iteration 8F: 3 clusters Score -3.569713e+07 nChanged 18911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 210285 members 
Entering Unmasked Estep 
Score: -35710108.000000 Penalty: 6264.096680
	Iteration 9F: 3 clusters Score -3.571011e+07 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 223140 members 
Entering Unmasked Estep 
Score: -35723372.000000 Penalty: 6264.096680
	Iteration 10F: 3 clusters Score -3.572337e+07 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 232565 members 
Entering Unmasked Estep 
Score: -35733700.000000 Penalty: 6264.096680
	Iteration 11F: 3 clusters Score -3.57337e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 239281 members 
Entering Unmasked Estep 
Score: -35738664.000000 Penalty: 6264.096680
	Iteration 12Q: 3 clusters Score -3.573866e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 244699 members 
Entering Unmasked Estep 
Score: -35741156.000000 Penalty: 6264.096680
	Iteration 13Q: 3 clusters Score -3.574116e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 249665 members 
Entering Unmasked Estep 
Score: -35742584.000000 Penalty: 6264.096680
	Iteration 14Q: 3 clusters Score -3.574258e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 254438 members 
Entering Unmasked Estep 
Score: -35743860.000000 Penalty: 6264.096680
	Iteration 15Q: 3 clusters Score -3.574386e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 258939 members 
Entering Unmasked Estep 
Score: -35745348.000000 Penalty: 6264.096680
	Iteration 16Q: 3 clusters Score -3.574535e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 263307 members 
Entering Unmasked Estep 
Score: -35746848.000000 Penalty: 6264.096680
	Iteration 17Q: 3 clusters Score -3.574685e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 267385 members 
Entering Unmasked Estep 
Score: -35748360.000000 Penalty: 6264.096680
	Iteration 18Q: 3 clusters Score -3.574836e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 271328 members 
Entering Unmasked Estep 
Score: -35750060.000000 Penalty: 6264.096680
	Iteration 19Q: 3 clusters Score -3.575006e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 274991 members 
Entering Unmasked Estep 
Score: -35752012.000000 Penalty: 6264.096680
	Iteration 20F: 3 clusters Score -3.575201e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 278352 members 
Entering Unmasked Estep 
Score: -35754080.000000 Penalty: 6264.096680
	Iteration 21Q: 3 clusters Score -3.575408e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 281361 members 
Entering Unmasked Estep 
Score: -35755708.000000 Penalty: 6264.096680
	Iteration 22Q: 3 clusters Score -3.575571e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 283938 members 
Entering Unmasked Estep 
Score: -35757316.000000 Penalty: 6264.096680
	Iteration 23Q: 3 clusters Score -3.575732e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 286200 members 
Entering Unmasked Estep 
Score: -35758836.000000 Penalty: 6264.096680
	Iteration 24Q: 3 clusters Score -3.575884e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 288143 members 
Entering Unmasked Estep 
Score: -35759784.000000 Penalty: 6264.096680
	Iteration 25Q: 3 clusters Score -3.575978e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 289837 members 
Entering Unmasked Estep 
Score: -35760856.000000 Penalty: 6264.096680
	Iteration 26Q: 3 clusters Score -3.576086e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 291351 members 
Entering Unmasked Estep 
Score: -35761916.000000 Penalty: 6264.096680
	Iteration 27Q: 3 clusters Score -3.576192e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 292662 members 
Entering Unmasked Estep 
Score: -35762768.000000 Penalty: 6264.096680
	Iteration 28Q: 3 clusters Score -3.576277e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 293773 members 
Entering Unmasked Estep 
Score: -35763604.000000 Penalty: 6264.096680
	Iteration 29Q: 3 clusters Score -3.57636e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 294722 members 
Entering Unmasked Estep 
Score: -35764184.000000 Penalty: 6264.096680
	Iteration 30Q: 3 clusters Score -3.576418e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 295565 members 
Entering Unmasked Estep 
Score: -35765012.000000 Penalty: 6264.096680
	Iteration 31Q: 3 clusters Score -3.576501e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 296336 members 
Entering Unmasked Estep 
Score: -35765804.000000 Penalty: 6264.096680
	Iteration 32Q: 3 clusters Score -3.57658e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 297039 members 
Entering Unmasked Estep 
Score: -35766548.000000 Penalty: 6264.096680
	Iteration 33Q: 3 clusters Score -3.576655e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 297659 members 
Entering Unmasked Estep 
Score: -35767212.000000 Penalty: 6264.096680
	Iteration 34Q: 3 clusters Score -3.576721e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 298179 members 
Entering Unmasked Estep 
Score: -35767608.000000 Penalty: 6264.096680
	Iteration 35Q: 3 clusters Score -3.576761e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 298605 members 
Entering Unmasked Estep 
Score: -35768020.000000 Penalty: 6264.096680
	Iteration 36Q: 3 clusters Score -3.576802e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 298942 members 
Entering Unmasked Estep 
Score: -35768352.000000 Penalty: 6264.096680
	Iteration 37Q: 3 clusters Score -3.576835e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 299235 members 
Entering Unmasked Estep 
Score: -35768688.000000 Penalty: 6264.096680
	Iteration 38Q: 3 clusters Score -3.576869e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 299488 members 
Entering Unmasked Estep 
Score: -35768892.000000 Penalty: 6264.096680
	Iteration 39Q: 3 clusters Score -3.576889e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 299708 members 
Entering Unmasked Estep 
Score: -35769184.000000 Penalty: 6264.096680
	Iteration 40F: 3 clusters Score -3.576918e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 299908 members 
Entering Unmasked Estep 
Score: -35769392.000000 Penalty: 6264.096680
	Iteration 41Q: 3 clusters Score -3.576939e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 300074 members 
Entering Unmasked Estep 
Score: -35769576.000000 Penalty: 6264.096680
	Iteration 42Q: 3 clusters Score -3.576958e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 300230 members 
Entering Unmasked Estep 
Score: -35769724.000000 Penalty: 6264.096680
	Iteration 43Q: 3 clusters Score -3.576972e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 300370 members 
Entering Unmasked Estep 
Score: -35769864.000000 Penalty: 6264.096680
	Iteration 44Q: 3 clusters Score -3.576986e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 300517 members 
Entering Unmasked Estep 
Score: -35769948.000000 Penalty: 6264.096680
	Iteration 45Q: 3 clusters Score -3.576995e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 300642 members 
Entering Unmasked Estep 
Score: -35770116.000000 Penalty: 6264.096680
	Iteration 46Q: 3 clusters Score -3.577012e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 300753 members 
Entering Unmasked Estep 
Score: -35770136.000000 Penalty: 6264.096680
	Iteration 47Q: 3 clusters Score -3.577014e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 300860 members 
Entering Unmasked Estep 
Score: -35770264.000000 Penalty: 6264.096680
	Iteration 48Q: 3 clusters Score -3.577026e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 300973 members 
Entering Unmasked Estep 
Score: -35770372.000000 Penalty: 6264.096680
	Iteration 49Q: 3 clusters Score -3.577037e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 301077 members 
Entering Unmasked Estep 
Score: -35770516.000000 Penalty: 6264.096680
	Iteration 50Q: 3 clusters Score -3.577052e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 301176 members 
Entering Unmasked Estep 
Score: -35770632.000000 Penalty: 6264.096680
	Iteration 51Q: 3 clusters Score -3.577063e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 301280 members 
Entering Unmasked Estep 
Score: -35770720.000000 Penalty: 6264.096680
	Iteration 52Q: 3 clusters Score -3.577072e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 301359 members 
Entering Unmasked Estep 
Score: -35770788.000000 Penalty: 6264.096680
	Iteration 53Q: 3 clusters Score -3.577079e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 301432 members 
Entering Unmasked Estep 
Score: -35770880.000000 Penalty: 6264.096680
	Iteration 54Q: 3 clusters Score -3.577088e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 301483 members 
Entering Unmasked Estep 
Score: -35770892.000000 Penalty: 6264.096680
	Iteration 55Q: 3 clusters Score -3.577089e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 301533 members 
Entering Unmasked Estep 
Score: -35770920.000000 Penalty: 6264.096680
	Iteration 56Q: 3 clusters Score -3.577092e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 301561 members 
Entering Unmasked Estep 
Score: -35770936.000000 Penalty: 6264.096680
	Iteration 57Q: 3 clusters Score -3.577094e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 301602 members 
Entering Unmasked Estep 
Score: -35770912.000000 Penalty: 6264.096680
	Iteration 58Q: 3 clusters Score -3.577091e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 301625 members 
Entering Unmasked Estep 
Score: -35770952.000000 Penalty: 6264.096680
	Iteration 59Q: 3 clusters Score -3.577095e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 301645 members 
Entering Unmasked Estep 
Score: -35770984.000000 Penalty: 6264.096680
	Iteration 60F: 3 clusters Score -3.577098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 301664 members 
Entering Unmasked Estep 
Score: -35771008.000000 Penalty: 6264.096680
	Iteration 61Q: 3 clusters Score -3.577101e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 301680 members 
Entering Unmasked Estep 
Score: -35771016.000000 Penalty: 6264.096680
	Iteration 62Q: 3 clusters Score -3.577102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 301701 members 
Entering Unmasked Estep 
Score: -35771052.000000 Penalty: 6264.096680
	Iteration 63Q: 3 clusters Score -3.577105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 301722 members 
Entering Unmasked Estep 
Score: -35771032.000000 Penalty: 6264.096680
	Iteration 64Q: 3 clusters Score -3.577103e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 301748 members 
Entering Unmasked Estep 
Score: -35771016.000000 Penalty: 6264.096680
	Iteration 65Q: 3 clusters Score -3.577102e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 301765 members 
Entering Unmasked Estep 
Score: -35771056.000000 Penalty: 6264.096680
	Iteration 66Q: 3 clusters Score -3.577106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 301777 members 
Entering Unmasked Estep 
Score: -35771048.000000 Penalty: 6264.096680
	Iteration 67Q: 3 clusters Score -3.577105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 301794 members 
Entering Unmasked Estep 
Score: -35771064.000000 Penalty: 6264.096680
	Iteration 68Q: 3 clusters Score -3.577106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 301807 members 
Entering Unmasked Estep 
Score: -35771068.000000 Penalty: 6264.096680
	Iteration 69Q: 3 clusters Score -3.577107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 301815 members 
Entering Unmasked Estep 
Score: -35771104.000000 Penalty: 6264.096680
	Iteration 70Q: 3 clusters Score -3.57711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 301830 members 
Entering Unmasked Estep 
Score: -35771108.000000 Penalty: 6264.096680
	Iteration 71Q: 3 clusters Score -3.577111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 301846 members 
Entering Unmasked Estep 
Score: -35771140.000000 Penalty: 6264.096680
	Iteration 72Q: 3 clusters Score -3.577114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 301860 members 
Entering Unmasked Estep 
Score: -35771168.000000 Penalty: 6264.096680
	Iteration 73Q: 3 clusters Score -3.577117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 301874 members 
Entering Unmasked Estep 
Score: -35771176.000000 Penalty: 6264.096680
	Iteration 74Q: 3 clusters Score -3.577118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 301887 members 
Entering Unmasked Estep 
Score: -35771184.000000 Penalty: 6264.096680
	Iteration 75Q: 3 clusters Score -3.577118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 301903 members 
Entering Unmasked Estep 
Score: -35771168.000000 Penalty: 6264.096680
	Iteration 76Q: 3 clusters Score -3.577117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 301922 members 
Entering Unmasked Estep 
Score: -35771140.000000 Penalty: 6264.096680
	Iteration 77Q: 3 clusters Score -3.577114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 301934 members 
Entering Unmasked Estep 
Score: -35771140.000000 Penalty: 6264.096680
	Iteration 78Q: 3 clusters Score -3.577114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 301950 members 
Entering Unmasked Estep 
Score: -35771120.000000 Penalty: 6264.096680
	Iteration 79Q: 3 clusters Score -3.577112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 301961 members 
Entering Unmasked Estep 
Score: -35771116.000000 Penalty: 6264.096680
	Iteration 80F: 3 clusters Score -3.577112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 301964 members 
Entering Unmasked Estep 
Score: -35771120.000000 Penalty: 6264.096680
	Iteration 81Q: 3 clusters Score -3.577112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 301971 members 
Entering Unmasked Estep 
Score: -35771124.000000 Penalty: 6264.096680
	Iteration 82Q: 3 clusters Score -3.577112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 301981 members 
Entering Unmasked Estep 
Score: -35771120.000000 Penalty: 6264.096680
	Iteration 83Q: 3 clusters Score -3.577112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 301989 members 
Entering Unmasked Estep 
Score: -35771116.000000 Penalty: 6264.096680
	Iteration 84Q: 3 clusters Score -3.577112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 301998 members 
Entering Unmasked Estep 
Score: -35771140.000000 Penalty: 6264.096680
	Iteration 85Q: 3 clusters Score -3.577114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 302000 members 
Entering Unmasked Estep 
Score: -35771132.000000 Penalty: 6264.096680
	Iteration 86Q: 3 clusters Score -3.577113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 302002 members 
Entering Unmasked Estep 
Score: -35771156.000000 Penalty: 6264.096680
	Iteration 87Q: 3 clusters Score -3.577116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 302004 members 
Entering Unmasked Estep 
Score: -35771132.000000 Penalty: 6264.096680
	Iteration 88Q: 3 clusters Score -3.577113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 302005 members 
Entering Unmasked Estep 
Score: -35771144.000000 Penalty: 6264.096680
	Iteration 89Q: 3 clusters Score -3.577114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 302005 members 
Entering Unmasked Estep 
Score: -35771124.000000 Penalty: 6264.096680
	Iteration 90Q: 3 clusters Score -3.577112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 302009 members 
Entering Unmasked Estep 
Score: -35771120.000000 Penalty: 6264.096680
	Iteration 91Q: 3 clusters Score -3.577112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 302011 members 
Entering Unmasked Estep 
Score: -35771132.000000 Penalty: 6264.096680
	Iteration 92Q: 3 clusters Score -3.577113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 302015 members 
Entering Unmasked Estep 
Score: -35771116.000000 Penalty: 6264.096680
	Iteration 93Q: 3 clusters Score -3.577112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 302019 members 
Entering Unmasked Estep 
Score: -35771112.000000 Penalty: 6264.096680
	Iteration 94Q: 3 clusters Score -3.577111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 302022 members 
Entering Unmasked Estep 
Score: -35771136.000000 Penalty: 6264.096680
	Iteration 95Q: 3 clusters Score -3.577114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 302024 members 
Entering Unmasked Estep 
Score: -35771148.000000 Penalty: 6264.096680
	Iteration 96Q: 3 clusters Score -3.577115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 302025 members 
Entering Unmasked Estep 
Score: -35771152.000000 Penalty: 6264.096680
	Iteration 97Q: 3 clusters Score -3.577115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 302026 members 
Entering Unmasked Estep 
Score: -35771116.000000 Penalty: 6264.096680
	Iteration 98Q: 3 clusters Score -3.577112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 302027 members 
Entering Unmasked Estep 
Score: -35771120.000000 Penalty: 6264.096680
	Iteration 99Q: 3 clusters Score -3.577112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 302029 members 
Entering Unmasked Estep 
Score: -35771136.000000 Penalty: 6264.096680
	Iteration 100F: 3 clusters Score -3.577114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -758192.000000 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -758192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -752508.312500 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -752508.3 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -754040.562500 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -754040.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -754382.187500 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -754382.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -754670.500000 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -754670.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -755008.000000 Penalty: 4387.434082
	Iteration 4F: 3 clusters Score -755008 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -755529.250000 Penalty: 4387.434082
	Iteration 5F: 3 clusters Score -755529.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -756362.187500 Penalty: 4387.434082
	Iteration 6F: 3 clusters Score -756362.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -757516.125000 Penalty: 4387.434082
	Iteration 7F: 3 clusters Score -757516.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -758699.812500 Penalty: 4387.434082
	Iteration 8F: 3 clusters Score -758699.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -759220.437500 Penalty: 4387.434082
	Iteration 9F: 3 clusters Score -759220.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -759367.187500 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -759367.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -759391.625000 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -759391.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -759396.125000 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -759396.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -759399.000000 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -759399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -759400.687500 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -759400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -759400.375000 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -759400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -759400.375000 Penalty: 4387.434082
	Iteration 16F: 3 clusters Score -759400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 86550 members 
Mstep: Class 16 contains 208641 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 38823 members 
Mstep: Class 25 contains 3068 members 
Entering Unmasked Estep 
Score: -183801728.000000 Penalty: 88612.250000
Splitting cluster 18 changes total score from -183784640.000000 to -183801728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (83960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Entering Unmasked Estep 
Score: -9634384.000000 Penalty: 2811.847656
	Iteration 0F: 2 clusters Score -9634384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -9578071.000000 Penalty: 5623.695312
	Iteration 0F: 3 clusters Score -9578071 nChanged 39571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -9600788.000000 Penalty: 5623.695312
	Iteration 1F: 3 clusters Score -9600788 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -9601613.000000 Penalty: 5623.695312
	Iteration 2Q: 3 clusters Score -9601613 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -9602474.000000 Penalty: 5623.695312
	Iteration 3Q: 3 clusters Score -9602474 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -9603478.000000 Penalty: 5623.695312
	Iteration 4Q: 3 clusters Score -9603478 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -9604618.000000 Penalty: 5623.695312
	Iteration 5Q: 3 clusters Score -9604618 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -9605940.000000 Penalty: 5623.695312
	Iteration 6Q: 3 clusters Score -9605940 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9607632.000000 Penalty: 5623.695312
	Iteration 7Q: 3 clusters Score -9607632 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -9609868.000000 Penalty: 5623.695312
	Iteration 8F: 3 clusters Score -9609868 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -9613029.000000 Penalty: 5623.695312
	Iteration 9F: 3 clusters Score -9613029 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -9616947.000000 Penalty: 5623.695312
	Iteration 10F: 3 clusters Score -9616947 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -9621465.000000 Penalty: 5623.695312
	Iteration 11F: 3 clusters Score -9621465 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -9625497.000000 Penalty: 5623.695312
	Iteration 12F: 3 clusters Score -9625497 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -9628316.000000 Penalty: 5623.695312
	Iteration 13Q: 3 clusters Score -9628316 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -9630086.000000 Penalty: 5623.695312
	Iteration 14Q: 3 clusters Score -9630086 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -9631027.000000 Penalty: 5623.695312
	Iteration 15Q: 3 clusters Score -9631027 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -9631646.000000 Penalty: 5623.695312
	Iteration 16Q: 3 clusters Score -9631646 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -9631943.000000 Penalty: 5623.695312
	Iteration 17Q: 3 clusters Score -9631943 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -9632115.000000 Penalty: 5623.695312
	Iteration 18Q: 3 clusters Score -9632115 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -9632242.000000 Penalty: 5623.695312
	Iteration 19Q: 3 clusters Score -9632242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -9632291.000000 Penalty: 5623.695312
	Iteration 20F: 3 clusters Score -9632291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -9632324.000000 Penalty: 5623.695312
	Iteration 21Q: 3 clusters Score -9632324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -9632362.000000 Penalty: 5623.695312
	Iteration 22Q: 3 clusters Score -9632362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -9632395.000000 Penalty: 5623.695312
	Iteration 23Q: 3 clusters Score -9632395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -9632406.000000 Penalty: 5623.695312
	Iteration 24Q: 3 clusters Score -9632406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -9632424.000000 Penalty: 5623.695312
	Iteration 25Q: 3 clusters Score -9632424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -9632414.000000 Penalty: 5623.695312
	Iteration 26Q: 3 clusters Score -9632414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -9632425.000000 Penalty: 5623.695312
	Iteration 27Q: 3 clusters Score -9632425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -9632422.000000 Penalty: 5623.695312
	Iteration 28Q: 3 clusters Score -9632422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -9632420.000000 Penalty: 5623.695312
	Iteration 29Q: 3 clusters Score -9632420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -9632429.000000 Penalty: 5623.695312
	Iteration 30Q: 3 clusters Score -9632429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -9632436.000000 Penalty: 5623.695312
	Iteration 31Q: 3 clusters Score -9632436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -9632435.000000 Penalty: 5623.695312
	Iteration 32Q: 3 clusters Score -9632435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -9632432.000000 Penalty: 5623.695312
	Iteration 33Q: 3 clusters Score -9632432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -9632434.000000 Penalty: 5623.695312
	Iteration 34Q: 3 clusters Score -9632434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -9632438.000000 Penalty: 5623.695312
	Iteration 35Q: 3 clusters Score -9632438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -9632441.000000 Penalty: 5623.695312
	Iteration 36Q: 3 clusters Score -9632441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -9632441.000000 Penalty: 5623.695312
	Iteration 37F: 3 clusters Score -9632441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -191388.265625 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -191388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -189032.812500 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -189032.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -191289.093750 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -191289.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192366.468750 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -192366.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -192932.765625 Penalty: 3790.215820
	Iteration 3F: 3 clusters Score -192932.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193450.828125 Penalty: 3790.215820
	Iteration 4F: 3 clusters Score -193450.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194410.515625 Penalty: 3790.215820
	Iteration 5F: 3 clusters Score -194410.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195035.375000 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -195035.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195998.375000 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -195998.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -197578.218750 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -197578.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -197849.812500 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -197849.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197941.343750 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -197941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -197969.062500 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -197969.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -197977.812500 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -197977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -197983.765625 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -197983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -197985.109375 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -197985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197986.578125 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -197986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197993.437500 Penalty: 3790.215820
	Iteration 16F: 3 clusters Score -197993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198000.437500 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -198000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -198006.203125 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -198006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -198012.984375 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -198013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -198022.328125 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -198022.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -198036.734375 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -198036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -198047.281250 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -198047.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198085.500000 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -198085.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198143.875000 Penalty: 3790.215820
	Iteration 24Q: 3 clusters Score -198143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -198221.281250 Penalty: 3790.215820
	Iteration 25Q: 3 clusters Score -198221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198280.281250 Penalty: 3790.215820
	Iteration 26Q: 3 clusters Score -198280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -198360.890625 Penalty: 3790.215820
	Iteration 27Q: 3 clusters Score -198360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -198459.875000 Penalty: 3790.215820
	Iteration 28Q: 3 clusters Score -198459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -198646.140625 Penalty: 3790.215820
	Iteration 29Q: 3 clusters Score -198646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198992.421875 Penalty: 3790.215820
	Iteration 30Q: 3 clusters Score -198992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199083.953125 Penalty: 3790.215820
	Iteration 31Q: 3 clusters Score -199084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -199099.703125 Penalty: 3790.215820
	Iteration 32Q: 3 clusters Score -199099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -199099.703125 Penalty: 3790.215820
	Iteration 33F: 3 clusters Score -199099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 86550 members 
Mstep: Class 16 contains 208641 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 38823 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 763 members 
Entering Unmasked Estep 
Score: -183807904.000000 Penalty: 92156.742188
Splitting cluster 20 changes total score from -183784640.000000 to -183807904.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (25628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Entering Unmasked Estep 
Score: -3039417.500000 Penalty: 2517.557373
	Iteration 0F: 2 clusters Score -3039418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3021604.500000 Penalty: 5035.114746
	Iteration 0F: 3 clusters Score -3021604 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3027907.500000 Penalty: 5035.114746
	Iteration 1F: 3 clusters Score -3027908 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3028383.000000 Penalty: 5035.114746
	Iteration 2F: 3 clusters Score -3028383 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3028777.750000 Penalty: 5035.114746
	Iteration 3Q: 3 clusters Score -3028778 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3029193.250000 Penalty: 5035.114746
	Iteration 4Q: 3 clusters Score -3029193 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3029682.250000 Penalty: 5035.114746
	Iteration 5Q: 3 clusters Score -3029682 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3030408.250000 Penalty: 5035.114746
	Iteration 6Q: 3 clusters Score -3030408 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3031502.000000 Penalty: 5035.114746
	Iteration 7F: 3 clusters Score -3031502 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3033006.750000 Penalty: 5035.114746
	Iteration 8F: 3 clusters Score -3033007 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3034594.500000 Penalty: 5035.114746
	Iteration 9F: 3 clusters Score -3034594 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3035866.500000 Penalty: 5035.114746
	Iteration 10F: 3 clusters Score -3035866 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3036696.000000 Penalty: 5035.114746
	Iteration 11Q: 3 clusters Score -3036696 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3037120.750000 Penalty: 5035.114746
	Iteration 12Q: 3 clusters Score -3037121 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3037321.250000 Penalty: 5035.114746
	Iteration 13Q: 3 clusters Score -3037321 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3037464.250000 Penalty: 5035.114746
	Iteration 14Q: 3 clusters Score -3037464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3037566.500000 Penalty: 5035.114746
	Iteration 15Q: 3 clusters Score -3037566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3037621.250000 Penalty: 5035.114746
	Iteration 16Q: 3 clusters Score -3037621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3037652.500000 Penalty: 5035.114746
	Iteration 17Q: 3 clusters Score -3037652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3037666.750000 Penalty: 5035.114746
	Iteration 18Q: 3 clusters Score -3037667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3037676.000000 Penalty: 5035.114746
	Iteration 19Q: 3 clusters Score -3037676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3037690.250000 Penalty: 5035.114746
	Iteration 20F: 3 clusters Score -3037690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3037716.500000 Penalty: 5035.114746
	Iteration 21Q: 3 clusters Score -3037716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3037741.250000 Penalty: 5035.114746
	Iteration 22Q: 3 clusters Score -3037741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3037761.000000 Penalty: 5035.114746
	Iteration 23Q: 3 clusters Score -3037761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3037771.500000 Penalty: 5035.114746
	Iteration 24Q: 3 clusters Score -3037772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3037785.250000 Penalty: 5035.114746
	Iteration 25Q: 3 clusters Score -3037785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3037794.250000 Penalty: 5035.114746
	Iteration 26Q: 3 clusters Score -3037794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3037793.750000 Penalty: 5035.114746
	Iteration 27Q: 3 clusters Score -3037794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3037794.500000 Penalty: 5035.114746
	Iteration 28Q: 3 clusters Score -3037794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3037798.500000 Penalty: 5035.114746
	Iteration 29Q: 3 clusters Score -3037798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3037795.750000 Penalty: 5035.114746
	Iteration 30Q: 3 clusters Score -3037796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3037795.750000 Penalty: 5035.114746
	Iteration 31F: 3 clusters Score -3037796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -384093.187500 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -384093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -380462.500000 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -380462.5 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -384463.812500 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -384463.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -392928.250000 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -392928.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -398059.281250 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -398059.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -400380.875000 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -400380.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -401388.031250 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -401388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -402101.375000 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -402101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -402126.406250 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -402126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -402162.656250 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -402162.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -402208.625000 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -402208.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -402364.687500 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -402364.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -402928.812500 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -402928.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -403650.093750 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -403650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403652.718750 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -403652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -403652.906250 Penalty: 4096.306152
	Iteration 14F: 3 clusters Score -403652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403654.031250 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -403654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403654.031250 Penalty: 4096.306152
	Iteration 16F: 3 clusters Score -403654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 1046 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 7 contains 12565 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 86550 members 
Mstep: Class 16 contains 208641 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 2429 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 38823 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 763 members 
Mstep: Class 27 contains 1432 members 
Entering Unmasked Estep 
Score: -183836048.000000 Penalty: 95701.226562
Splitting cluster 22 changes total score from -183784640.000000 to -183836048.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 4 contains 14877 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 54044 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 120499 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 3910 members 
Mstep: Class 12 contains 335536 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 43569 members 
Mstep: Class 15 contains 86550 members 
Mstep: Class 16 contains 208641 members 
Mstep: Class 17 contains 305354 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 83960 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 25628 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183847616.000000 Penalty: 95701.226562
Iteration 39Q: 28 clusters Score -1.838476e+08 nChanged 35083
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 14805 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 15399 members 
Mstep: Class 6 contains 54415 members 
Mstep: Class 7 contains 14254 members 
Mstep: Class 8 contains 21597 members 
Mstep: Class 9 contains 123068 members 
Mstep: Class 10 contains 18727 members 
Mstep: Class 11 contains 3957 members 
Mstep: Class 12 contains 334819 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 43865 members 
Mstep: Class 15 contains 85247 members 
Mstep: Class 16 contains 204514 members 
Mstep: Class 17 contains 306251 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 19 contains 83074 members 
Mstep: Class 20 contains 1321 members 
Mstep: Class 21 contains 25780 members 
Mstep: Class 22 contains 2447 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 37799 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 677 members 
Mstep: Class 27 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183863872.000000 Penalty: 95701.226562
Iteration 40F: 28 clusters Score -1.838639e+08 nChanged 29522
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 182472 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 14645 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 54341 members 
Mstep: Class 7 contains 15364 members 
Mstep: Class 8 contains 21883 members 
Mstep: Class 9 contains 127264 members 
Mstep: Class 10 contains 18847 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 331444 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 44033 members 
Mstep: Class 15 contains 84506 members 
Mstep: Class 16 contains 198744 members 
Mstep: Class 17 contains 305182 members 
Mstep: Class 18 contains 4086 members 
Mstep: Class 19 contains 82281 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 25882 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 41243 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183875520.000000 Penalty: 95701.226562
Iteration 41Q: 28 clusters Score -1.838755e+08 nChanged 23482
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 14976 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 14500 members 
Mstep: Class 5 contains 15258 members 
Mstep: Class 6 contains 54331 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 131003 members 
Mstep: Class 10 contains 18945 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 329679 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 44183 members 
Mstep: Class 15 contains 84209 members 
Mstep: Class 16 contains 193569 members 
Mstep: Class 17 contains 303746 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 81398 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 25921 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 8821 members 
Mstep: Class 24 contains 43983 members 
Mstep: Class 25 contains 3604 members 
Mstep: Class 26 contains 662 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183882960.000000 Penalty: 95701.226562
Iteration 42Q: 28 clusters Score -1.83883e+08 nChanged 20870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 14998 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 54358 members 
Mstep: Class 7 contains 16156 members 
Mstep: Class 8 contains 22481 members 
Mstep: Class 9 contains 134418 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 4506 members 
Mstep: Class 12 contains 328974 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 44350 members 
Mstep: Class 15 contains 84038 members 
Mstep: Class 16 contains 188797 members 
Mstep: Class 17 contains 301592 members 
Mstep: Class 18 contains 4196 members 
Mstep: Class 19 contains 80529 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 25978 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 10086 members 
Mstep: Class 24 contains 46536 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183888384.000000 Penalty: 95701.226562
Iteration 43Q: 28 clusters Score -1.838884e+08 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 183656 members 
Mstep: Class 2 contains 14994 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 15072 members 
Mstep: Class 6 contains 54336 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 22763 members 
Mstep: Class 9 contains 137600 members 
Mstep: Class 10 contains 19151 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 328612 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 44512 members 
Mstep: Class 15 contains 83917 members 
Mstep: Class 16 contains 184387 members 
Mstep: Class 17 contains 299639 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 25995 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 11465 members 
Mstep: Class 24 contains 48841 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183891632.000000 Penalty: 95701.226562
Iteration 44Q: 28 clusters Score -1.838916e+08 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 184039 members 
Mstep: Class 2 contains 14991 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 14983 members 
Mstep: Class 6 contains 54321 members 
Mstep: Class 7 contains 15834 members 
Mstep: Class 8 contains 23043 members 
Mstep: Class 9 contains 140613 members 
Mstep: Class 10 contains 19309 members 
Mstep: Class 11 contains 4756 members 
Mstep: Class 12 contains 328860 members 
Mstep: Class 13 contains 5654 members 
Mstep: Class 14 contains 44647 members 
Mstep: Class 15 contains 83857 members 
Mstep: Class 16 contains 180374 members 
Mstep: Class 17 contains 297037 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 78977 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 25991 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 12905 members 
Mstep: Class 24 contains 50943 members 
Mstep: Class 25 contains 3849 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183893072.000000 Penalty: 95701.226562
Iteration 45Q: 28 clusters Score -1.838931e+08 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 184442 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 14122 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 54358 members 
Mstep: Class 7 contains 15524 members 
Mstep: Class 8 contains 23358 members 
Mstep: Class 9 contains 143707 members 
Mstep: Class 10 contains 19439 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 329421 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 44830 members 
Mstep: Class 15 contains 83817 members 
Mstep: Class 16 contains 176855 members 
Mstep: Class 17 contains 293612 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 78382 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26043 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 14293 members 
Mstep: Class 24 contains 52899 members 
Mstep: Class 25 contains 3862 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183894032.000000 Penalty: 95701.226562
Iteration 46Q: 28 clusters Score -1.83894e+08 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 185014 members 
Mstep: Class 2 contains 14957 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 14772 members 
Mstep: Class 6 contains 54437 members 
Mstep: Class 7 contains 15207 members 
Mstep: Class 8 contains 23732 members 
Mstep: Class 9 contains 146699 members 
Mstep: Class 10 contains 19597 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 330226 members 
Mstep: Class 13 contains 5431 members 
Mstep: Class 14 contains 45016 members 
Mstep: Class 15 contains 83798 members 
Mstep: Class 16 contains 173779 members 
Mstep: Class 17 contains 289480 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 77755 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26162 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 54759 members 
Mstep: Class 25 contains 3878 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183894352.000000 Penalty: 95701.226562
Iteration 47Q: 28 clusters Score -1.838944e+08 nChanged 15894
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 185714 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 13929 members 
Mstep: Class 5 contains 14637 members 
Mstep: Class 6 contains 54527 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 24125 members 
Mstep: Class 9 contains 149576 members 
Mstep: Class 10 contains 19745 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 330816 members 
Mstep: Class 13 contains 5333 members 
Mstep: Class 14 contains 45194 members 
Mstep: Class 15 contains 83792 members 
Mstep: Class 16 contains 171230 members 
Mstep: Class 17 contains 285101 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 77266 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26296 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 16730 members 
Mstep: Class 24 contains 56450 members 
Mstep: Class 25 contains 3889 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183895312.000000 Penalty: 95701.226562
Iteration 48Q: 28 clusters Score -1.838953e+08 nChanged 15204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 186479 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 13894 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 54621 members 
Mstep: Class 7 contains 14630 members 
Mstep: Class 8 contains 24529 members 
Mstep: Class 9 contains 152506 members 
Mstep: Class 10 contains 19897 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 331341 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 15 contains 83785 members 
Mstep: Class 16 contains 168964 members 
Mstep: Class 17 contains 280539 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 76808 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26450 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 17751 members 
Mstep: Class 24 contains 57979 members 
Mstep: Class 25 contains 3888 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183895968.000000 Penalty: 95701.226562
Iteration 49Q: 28 clusters Score -1.83896e+08 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 187382 members 
Mstep: Class 2 contains 15053 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 13890 members 
Mstep: Class 5 contains 14346 members 
Mstep: Class 6 contains 54751 members 
Mstep: Class 7 contains 14393 members 
Mstep: Class 8 contains 24945 members 
Mstep: Class 9 contains 155601 members 
Mstep: Class 10 contains 20052 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 331911 members 
Mstep: Class 13 contains 5151 members 
Mstep: Class 14 contains 45582 members 
Mstep: Class 15 contains 83785 members 
Mstep: Class 16 contains 166778 members 
Mstep: Class 17 contains 275688 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 76432 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26590 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 18621 members 
Mstep: Class 24 contains 59332 members 
Mstep: Class 25 contains 3885 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183896592.000000 Penalty: 95701.226562
Iteration 50Q: 28 clusters Score -1.838966e+08 nChanged 15160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 15146 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 13863 members 
Mstep: Class 5 contains 14206 members 
Mstep: Class 6 contains 54863 members 
Mstep: Class 7 contains 14191 members 
Mstep: Class 8 contains 25379 members 
Mstep: Class 9 contains 158958 members 
Mstep: Class 10 contains 20251 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 332394 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 45797 members 
Mstep: Class 15 contains 83773 members 
Mstep: Class 16 contains 164686 members 
Mstep: Class 17 contains 270536 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 76082 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26729 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 60646 members 
Mstep: Class 25 contains 3888 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183897680.000000 Penalty: 95701.226562
Iteration 51Q: 28 clusters Score -1.838977e+08 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 15247 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 13994 members 
Mstep: Class 8 contains 25842 members 
Mstep: Class 9 contains 162535 members 
Mstep: Class 10 contains 20490 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 332722 members 
Mstep: Class 13 contains 4978 members 
Mstep: Class 14 contains 46054 members 
Mstep: Class 15 contains 83756 members 
Mstep: Class 16 contains 162544 members 
Mstep: Class 17 contains 265464 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 75803 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26838 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 20088 members 
Mstep: Class 24 contains 61841 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183898432.000000 Penalty: 95701.226562
Iteration 52Q: 28 clusters Score -1.838984e+08 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 190134 members 
Mstep: Class 2 contains 15342 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 13802 members 
Mstep: Class 5 contains 13852 members 
Mstep: Class 6 contains 55181 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 26333 members 
Mstep: Class 9 contains 166327 members 
Mstep: Class 10 contains 20790 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 333109 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 46301 members 
Mstep: Class 15 contains 83738 members 
Mstep: Class 16 contains 160387 members 
Mstep: Class 17 contains 260064 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 75540 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 26967 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 62924 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183898912.000000 Penalty: 95701.226562
Iteration 53Q: 28 clusters Score -1.838989e+08 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 191045 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 1750 members 
Mstep: Class 4 contains 13781 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 55330 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 26814 members 
Mstep: Class 9 contains 170291 members 
Mstep: Class 10 contains 21146 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 333495 members 
Mstep: Class 13 contains 4825 members 
Mstep: Class 14 contains 46535 members 
Mstep: Class 15 contains 83737 members 
Mstep: Class 16 contains 158370 members 
Mstep: Class 17 contains 254408 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 75315 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 27086 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 21346 members 
Mstep: Class 24 contains 63941 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183899680.000000 Penalty: 95701.226562
Iteration 54Q: 28 clusters Score -1.838997e+08 nChanged 16584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 191974 members 
Mstep: Class 2 contains 15561 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 13771 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 55457 members 
Mstep: Class 7 contains 13391 members 
Mstep: Class 8 contains 27362 members 
Mstep: Class 9 contains 174358 members 
Mstep: Class 10 contains 21478 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 333907 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 46761 members 
Mstep: Class 15 contains 83737 members 
Mstep: Class 16 contains 156465 members 
Mstep: Class 17 contains 248474 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 75156 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 27250 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 21908 members 
Mstep: Class 24 contains 64898 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183901968.000000 Penalty: 95701.226562
Iteration 55Q: 28 clusters Score -1.83902e+08 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 192848 members 
Mstep: Class 2 contains 15729 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 13733 members 
Mstep: Class 5 contains 13359 members 
Mstep: Class 6 contains 55560 members 
Mstep: Class 7 contains 13225 members 
Mstep: Class 8 contains 28034 members 
Mstep: Class 9 contains 178326 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 334572 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 46978 members 
Mstep: Class 15 contains 83739 members 
Mstep: Class 16 contains 154570 members 
Mstep: Class 17 contains 242390 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 74991 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 27390 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 22417 members 
Mstep: Class 24 contains 65825 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183903600.000000 Penalty: 95701.226562
Iteration 56Q: 28 clusters Score -1.839036e+08 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 193729 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 13730 members 
Mstep: Class 5 contains 13194 members 
Mstep: Class 6 contains 55700 members 
Mstep: Class 7 contains 13089 members 
Mstep: Class 8 contains 28840 members 
Mstep: Class 9 contains 182224 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 335150 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 47205 members 
Mstep: Class 15 contains 83719 members 
Mstep: Class 16 contains 152791 members 
Mstep: Class 17 contains 236313 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 74817 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 27514 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 22903 members 
Mstep: Class 24 contains 66690 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183903472.000000 Penalty: 95701.226562
Iteration 57Q: 28 clusters Score -1.839035e+08 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 16051 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 13723 members 
Mstep: Class 5 contains 13020 members 
Mstep: Class 6 contains 55823 members 
Mstep: Class 7 contains 12943 members 
Mstep: Class 8 contains 29725 members 
Mstep: Class 9 contains 186025 members 
Mstep: Class 10 contains 22266 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 335627 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 47471 members 
Mstep: Class 15 contains 83703 members 
Mstep: Class 16 contains 151150 members 
Mstep: Class 17 contains 230167 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 74722 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 27708 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 23403 members 
Mstep: Class 24 contains 67518 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183903680.000000 Penalty: 95701.226562
Iteration 58Q: 28 clusters Score -1.839037e+08 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 195400 members 
Mstep: Class 2 contains 16233 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 13720 members 
Mstep: Class 5 contains 12827 members 
Mstep: Class 6 contains 55981 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 30623 members 
Mstep: Class 9 contains 189553 members 
Mstep: Class 10 contains 22418 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 335884 members 
Mstep: Class 13 contains 4494 members 
Mstep: Class 14 contains 47715 members 
Mstep: Class 15 contains 83705 members 
Mstep: Class 16 contains 149655 members 
Mstep: Class 17 contains 224447 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 74623 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 27911 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 23882 members 
Mstep: Class 24 contains 68296 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 642 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183904192.000000 Penalty: 95701.226562
Iteration 59Q: 28 clusters Score -1.839042e+08 nChanged 15379
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196157 members 
Mstep: Class 2 contains 16392 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 13690 members 
Mstep: Class 5 contains 12654 members 
Mstep: Class 6 contains 56131 members 
Mstep: Class 7 contains 12687 members 
Mstep: Class 8 contains 31543 members 
Mstep: Class 9 contains 192854 members 
Mstep: Class 10 contains 22550 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 336135 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 48006 members 
Mstep: Class 15 contains 83684 members 
Mstep: Class 16 contains 148212 members 
Mstep: Class 17 contains 219038 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 74561 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28121 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 24285 members 
Mstep: Class 24 contains 69009 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183906096.000000 Penalty: 95701.226562
Iteration 60F: 28 clusters Score -1.839061e+08 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196807 members 
Mstep: Class 2 contains 16572 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 13677 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 56303 members 
Mstep: Class 7 contains 12127 members 
Mstep: Class 8 contains 32479 members 
Mstep: Class 9 contains 196116 members 
Mstep: Class 10 contains 22671 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 335642 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 48214 members 
Mstep: Class 15 contains 83665 members 
Mstep: Class 16 contains 146747 members 
Mstep: Class 17 contains 213602 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 74461 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28292 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 26212 members 
Mstep: Class 24 contains 69658 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 637 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183908576.000000 Penalty: 95701.226562
Iteration 61Q: 28 clusters Score -1.839086e+08 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197452 members 
Mstep: Class 2 contains 16766 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 13665 members 
Mstep: Class 5 contains 12308 members 
Mstep: Class 6 contains 56394 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 33436 members 
Mstep: Class 9 contains 199184 members 
Mstep: Class 10 contains 22748 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 335213 members 
Mstep: Class 13 contains 4373 members 
Mstep: Class 14 contains 48420 members 
Mstep: Class 15 contains 83622 members 
Mstep: Class 16 contains 145293 members 
Mstep: Class 17 contains 208601 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 74338 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 28087 members 
Mstep: Class 24 contains 70247 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183911264.000000 Penalty: 95701.226562
Iteration 62Q: 28 clusters Score -1.839113e+08 nChanged 15921
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197972 members 
Mstep: Class 2 contains 16966 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 13661 members 
Mstep: Class 5 contains 12132 members 
Mstep: Class 6 contains 56481 members 
Mstep: Class 7 contains 11130 members 
Mstep: Class 8 contains 34381 members 
Mstep: Class 9 contains 202126 members 
Mstep: Class 10 contains 22799 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 334744 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 48586 members 
Mstep: Class 15 contains 83568 members 
Mstep: Class 16 contains 143768 members 
Mstep: Class 17 contains 204119 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 74236 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28530 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 29889 members 
Mstep: Class 24 contains 70762 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183914128.000000 Penalty: 95701.226562
Iteration 63Q: 28 clusters Score -1.839141e+08 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198250 members 
Mstep: Class 2 contains 17176 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 13629 members 
Mstep: Class 5 contains 12006 members 
Mstep: Class 6 contains 56520 members 
Mstep: Class 7 contains 10717 members 
Mstep: Class 8 contains 35311 members 
Mstep: Class 9 contains 204679 members 
Mstep: Class 10 contains 22838 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 334226 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 48755 members 
Mstep: Class 15 contains 83522 members 
Mstep: Class 16 contains 142321 members 
Mstep: Class 17 contains 200474 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 74036 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28661 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 31565 members 
Mstep: Class 24 contains 71241 members 
Mstep: Class 25 contains 3908 members 
Mstep: Class 26 contains 640 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183916272.000000 Penalty: 95701.226562
Iteration 64Q: 28 clusters Score -1.839163e+08 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198361 members 
Mstep: Class 2 contains 17367 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 13621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 56560 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 36213 members 
Mstep: Class 9 contains 206937 members 
Mstep: Class 10 contains 22863 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 12 contains 333642 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 48899 members 
Mstep: Class 15 contains 83477 members 
Mstep: Class 16 contains 140898 members 
Mstep: Class 17 contains 197484 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 73839 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28744 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 33209 members 
Mstep: Class 24 contains 71665 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183918032.000000 Penalty: 95701.226562
Iteration 65Q: 28 clusters Score -1.83918e+08 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198474 members 
Mstep: Class 2 contains 17571 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 13626 members 
Mstep: Class 5 contains 11778 members 
Mstep: Class 6 contains 56609 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 37064 members 
Mstep: Class 9 contains 208758 members 
Mstep: Class 10 contains 22868 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 333123 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 49045 members 
Mstep: Class 15 contains 83448 members 
Mstep: Class 16 contains 139632 members 
Mstep: Class 17 contains 194809 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 73632 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28843 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 34772 members 
Mstep: Class 24 contains 72028 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183920640.000000 Penalty: 95701.226562
Iteration 66Q: 28 clusters Score -1.839206e+08 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198558 members 
Mstep: Class 2 contains 17786 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 13605 members 
Mstep: Class 5 contains 11687 members 
Mstep: Class 6 contains 56663 members 
Mstep: Class 7 contains 9689 members 
Mstep: Class 8 contains 37854 members 
Mstep: Class 9 contains 210185 members 
Mstep: Class 10 contains 22852 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 332689 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 49175 members 
Mstep: Class 15 contains 83428 members 
Mstep: Class 16 contains 138444 members 
Mstep: Class 17 contains 192519 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 73441 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 28967 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 36231 members 
Mstep: Class 24 contains 72365 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 645 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183922288.000000 Penalty: 95701.226562
Iteration 67Q: 28 clusters Score -1.839223e+08 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198567 members 
Mstep: Class 2 contains 18007 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 11581 members 
Mstep: Class 6 contains 56722 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 38575 members 
Mstep: Class 9 contains 211235 members 
Mstep: Class 10 contains 22841 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 332403 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 49308 members 
Mstep: Class 15 contains 83432 members 
Mstep: Class 16 contains 137357 members 
Mstep: Class 17 contains 190630 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 73252 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29068 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 37529 members 
Mstep: Class 24 contains 72675 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183923536.000000 Penalty: 95701.226562
Iteration 68Q: 28 clusters Score -1.839235e+08 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198473 members 
Mstep: Class 2 contains 18222 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 11487 members 
Mstep: Class 6 contains 56797 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 39229 members 
Mstep: Class 9 contains 212047 members 
Mstep: Class 10 contains 22816 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 332139 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 49468 members 
Mstep: Class 15 contains 83426 members 
Mstep: Class 16 contains 136473 members 
Mstep: Class 17 contains 189057 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 73060 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29183 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 38663 members 
Mstep: Class 24 contains 72958 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183925776.000000 Penalty: 95701.226562
Iteration 69Q: 28 clusters Score -1.839258e+08 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198371 members 
Mstep: Class 2 contains 18410 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 13492 members 
Mstep: Class 5 contains 11406 members 
Mstep: Class 6 contains 56891 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 39879 members 
Mstep: Class 9 contains 212548 members 
Mstep: Class 10 contains 22778 members 
Mstep: Class 11 contains 4747 members 
Mstep: Class 12 contains 331853 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 49605 members 
Mstep: Class 15 contains 83403 members 
Mstep: Class 16 contains 135631 members 
Mstep: Class 17 contains 187793 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 72933 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29288 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 39714 members 
Mstep: Class 24 contains 73257 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 648 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183927024.000000 Penalty: 95701.226562
Iteration 70Q: 28 clusters Score -1.83927e+08 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 18610 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 13444 members 
Mstep: Class 5 contains 11330 members 
Mstep: Class 6 contains 56960 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 40461 members 
Mstep: Class 9 contains 212761 members 
Mstep: Class 10 contains 22723 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 331601 members 
Mstep: Class 13 contains 3880 members 
Mstep: Class 14 contains 49747 members 
Mstep: Class 15 contains 83400 members 
Mstep: Class 16 contains 134953 members 
Mstep: Class 17 contains 186818 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 72801 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29361 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 40679 members 
Mstep: Class 24 contains 73562 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183927520.000000 Penalty: 95701.226562
Iteration 71Q: 28 clusters Score -1.839275e+08 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 198093 members 
Mstep: Class 2 contains 18816 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 11248 members 
Mstep: Class 6 contains 57026 members 
Mstep: Class 7 contains 8944 members 
Mstep: Class 8 contains 40969 members 
Mstep: Class 9 contains 212737 members 
Mstep: Class 10 contains 22673 members 
Mstep: Class 11 contains 4680 members 
Mstep: Class 12 contains 331367 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 14 contains 49916 members 
Mstep: Class 15 contains 83383 members 
Mstep: Class 16 contains 134330 members 
Mstep: Class 17 contains 186114 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 72690 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29411 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 41567 members 
Mstep: Class 24 contains 73860 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183929632.000000 Penalty: 95701.226562
Iteration 72Q: 28 clusters Score -1.839296e+08 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197936 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 13398 members 
Mstep: Class 5 contains 11161 members 
Mstep: Class 6 contains 57070 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 41488 members 
Mstep: Class 9 contains 212606 members 
Mstep: Class 10 contains 22643 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 331183 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 50038 members 
Mstep: Class 15 contains 83374 members 
Mstep: Class 16 contains 133821 members 
Mstep: Class 17 contains 185489 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 72603 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29477 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 42311 members 
Mstep: Class 24 contains 74133 members 
Mstep: Class 25 contains 3908 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183930928.000000 Penalty: 95701.226562
Iteration 73Q: 28 clusters Score -1.839309e+08 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197797 members 
Mstep: Class 2 contains 19177 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 13344 members 
Mstep: Class 5 contains 11081 members 
Mstep: Class 6 contains 57095 members 
Mstep: Class 7 contains 8833 members 
Mstep: Class 8 contains 41974 members 
Mstep: Class 9 contains 212306 members 
Mstep: Class 10 contains 22602 members 
Mstep: Class 11 contains 4648 members 
Mstep: Class 12 contains 331193 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 50166 members 
Mstep: Class 15 contains 83365 members 
Mstep: Class 16 contains 133267 members 
Mstep: Class 17 contains 185143 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 72482 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29535 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 42942 members 
Mstep: Class 24 contains 74378 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183933312.000000 Penalty: 95701.226562
Iteration 74Q: 28 clusters Score -1.839333e+08 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197629 members 
Mstep: Class 2 contains 19344 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 13276 members 
Mstep: Class 5 contains 10989 members 
Mstep: Class 6 contains 57111 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 42484 members 
Mstep: Class 9 contains 211944 members 
Mstep: Class 10 contains 22559 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 331151 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 50258 members 
Mstep: Class 15 contains 83355 members 
Mstep: Class 16 contains 132799 members 
Mstep: Class 17 contains 185030 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 72390 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29576 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 43441 members 
Mstep: Class 24 contains 74617 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183934848.000000 Penalty: 95701.226562
Iteration 75Q: 28 clusters Score -1.839348e+08 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197374 members 
Mstep: Class 2 contains 19477 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 13272 members 
Mstep: Class 5 contains 10889 members 
Mstep: Class 6 contains 57174 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 42979 members 
Mstep: Class 9 contains 211504 members 
Mstep: Class 10 contains 22488 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 331005 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 50384 members 
Mstep: Class 15 contains 83346 members 
Mstep: Class 16 contains 132304 members 
Mstep: Class 17 contains 185128 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 72370 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29589 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 43888 members 
Mstep: Class 24 contains 74861 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183936752.000000 Penalty: 95701.226562
Iteration 76Q: 28 clusters Score -1.839368e+08 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 197110 members 
Mstep: Class 2 contains 19619 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 13281 members 
Mstep: Class 5 contains 10795 members 
Mstep: Class 6 contains 57213 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 43429 members 
Mstep: Class 9 contains 211026 members 
Mstep: Class 10 contains 22416 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 331020 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 14 contains 50489 members 
Mstep: Class 15 contains 83336 members 
Mstep: Class 16 contains 131865 members 
Mstep: Class 17 contains 185235 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 72327 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29609 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44288 members 
Mstep: Class 24 contains 75072 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183938592.000000 Penalty: 95701.226562
Iteration 77Q: 28 clusters Score -1.839386e+08 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196799 members 
Mstep: Class 2 contains 19772 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13290 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 57226 members 
Mstep: Class 7 contains 8771 members 
Mstep: Class 8 contains 43852 members 
Mstep: Class 9 contains 210607 members 
Mstep: Class 10 contains 22337 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 330910 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 50609 members 
Mstep: Class 15 contains 83330 members 
Mstep: Class 16 contains 131471 members 
Mstep: Class 17 contains 185540 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 72301 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29637 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44629 members 
Mstep: Class 24 contains 75220 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 664 members 
Mstep: Class 27 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183940256.000000 Penalty: 95701.226562
Iteration 78Q: 28 clusters Score -1.839403e+08 nChanged 10625
Entering ConstructFrom: 
Score: -183940256.000000 Penalty: 95701.226562
Entering ConstructFrom: 
Trying to split cluster 1 (196431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Entering Unmasked Estep 
Score: -23055270.000000 Penalty: 3022.640381
	Iteration 0F: 2 clusters Score -2.305527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98091 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -22928530.000000 Penalty: 6045.280762
	Iteration 0F: 3 clusters Score -2.292853e+07 nChanged 94352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -22984438.000000 Penalty: 6045.280762
	Iteration 1F: 3 clusters Score -2.298444e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -22985970.000000 Penalty: 6045.280762
	Iteration 2Q: 3 clusters Score -2.298597e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -22987484.000000 Penalty: 6045.280762
	Iteration 3Q: 3 clusters Score -2.298748e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -22989852.000000 Penalty: 6045.280762
	Iteration 4Q: 3 clusters Score -2.298985e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -22993174.000000 Penalty: 6045.280762
	Iteration 5Q: 3 clusters Score -2.299317e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -22998500.000000 Penalty: 6045.280762
	Iteration 6F: 3 clusters Score -2.29985e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -23006618.000000 Penalty: 6045.280762
	Iteration 7F: 3 clusters Score -2.300662e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 130898 members 
Entering Unmasked Estep 
Score: -23017060.000000 Penalty: 6045.280762
	Iteration 8F: 3 clusters Score -2.301706e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 138572 members 
Entering Unmasked Estep 
Score: -23027448.000000 Penalty: 6045.280762
	Iteration 9F: 3 clusters Score -2.302745e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -23034828.000000 Penalty: 6045.280762
	Iteration 10F: 3 clusters Score -2.303483e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -23039040.000000 Penalty: 6045.280762
	Iteration 11Q: 3 clusters Score -2.303904e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 153456 members 
Entering Unmasked Estep 
Score: -23041464.000000 Penalty: 6045.280762
	Iteration 12Q: 3 clusters Score -2.304146e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -23043156.000000 Penalty: 6045.280762
	Iteration 13Q: 3 clusters Score -2.304316e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -23044628.000000 Penalty: 6045.280762
	Iteration 14Q: 3 clusters Score -2.304463e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 163958 members 
Entering Unmasked Estep 
Score: -23045830.000000 Penalty: 6045.280762
	Iteration 15Q: 3 clusters Score -2.304583e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -23046852.000000 Penalty: 6045.280762
	Iteration 16Q: 3 clusters Score -2.304685e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -23047822.000000 Penalty: 6045.280762
	Iteration 17Q: 3 clusters Score -2.304782e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 172646 members 
Entering Unmasked Estep 
Score: -23048682.000000 Penalty: 6045.280762
	Iteration 18Q: 3 clusters Score -2.304868e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -23049454.000000 Penalty: 6045.280762
	Iteration 19Q: 3 clusters Score -2.304945e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 177378 members 
Entering Unmasked Estep 
Score: -23050040.000000 Penalty: 6045.280762
	Iteration 20F: 3 clusters Score -2.305004e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 179480 members 
Entering Unmasked Estep 
Score: -23050512.000000 Penalty: 6045.280762
	Iteration 21Q: 3 clusters Score -2.305051e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 181323 members 
Entering Unmasked Estep 
Score: -23051004.000000 Penalty: 6045.280762
	Iteration 22Q: 3 clusters Score -2.3051e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -23051360.000000 Penalty: 6045.280762
	Iteration 23Q: 3 clusters Score -2.305136e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 184414 members 
Entering Unmasked Estep 
Score: -23051748.000000 Penalty: 6045.280762
	Iteration 24Q: 3 clusters Score -2.305175e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 185697 members 
Entering Unmasked Estep 
Score: -23052026.000000 Penalty: 6045.280762
	Iteration 25Q: 3 clusters Score -2.305203e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 186828 members 
Entering Unmasked Estep 
Score: -23052214.000000 Penalty: 6045.280762
	Iteration 26Q: 3 clusters Score -2.305221e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 187793 members 
Entering Unmasked Estep 
Score: -23052396.000000 Penalty: 6045.280762
	Iteration 27Q: 3 clusters Score -2.30524e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 188640 members 
Entering Unmasked Estep 
Score: -23052570.000000 Penalty: 6045.280762
	Iteration 28Q: 3 clusters Score -2.305257e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 189359 members 
Entering Unmasked Estep 
Score: -23052690.000000 Penalty: 6045.280762
	Iteration 29Q: 3 clusters Score -2.305269e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 190012 members 
Entering Unmasked Estep 
Score: -23052836.000000 Penalty: 6045.280762
	Iteration 30Q: 3 clusters Score -2.305284e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 190557 members 
Entering Unmasked Estep 
Score: -23052962.000000 Penalty: 6045.280762
	Iteration 31Q: 3 clusters Score -2.305296e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 191028 members 
Entering Unmasked Estep 
Score: -23053078.000000 Penalty: 6045.280762
	Iteration 32Q: 3 clusters Score -2.305308e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 191417 members 
Entering Unmasked Estep 
Score: -23053086.000000 Penalty: 6045.280762
	Iteration 33Q: 3 clusters Score -2.305309e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 191763 members 
Entering Unmasked Estep 
Score: -23053152.000000 Penalty: 6045.280762
	Iteration 34Q: 3 clusters Score -2.305315e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 192022 members 
Entering Unmasked Estep 
Score: -23053218.000000 Penalty: 6045.280762
	Iteration 35Q: 3 clusters Score -2.305322e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 192240 members 
Entering Unmasked Estep 
Score: -23053202.000000 Penalty: 6045.280762
	Iteration 36Q: 3 clusters Score -2.30532e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -23053174.000000 Penalty: 6045.280762
	Iteration 37Q: 3 clusters Score -2.305317e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -23053202.000000 Penalty: 6045.280762
	Iteration 38Q: 3 clusters Score -2.30532e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 192711 members 
Entering Unmasked Estep 
Score: -23053224.000000 Penalty: 6045.280762
	Iteration 39Q: 3 clusters Score -2.305322e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 192854 members 
Entering Unmasked Estep 
Score: -23053226.000000 Penalty: 6045.280762
	Iteration 40F: 3 clusters Score -2.305323e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 192966 members 
Entering Unmasked Estep 
Score: -23053260.000000 Penalty: 6045.280762
	Iteration 41Q: 3 clusters Score -2.305326e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 193078 members 
Entering Unmasked Estep 
Score: -23053304.000000 Penalty: 6045.280762
	Iteration 42Q: 3 clusters Score -2.30533e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 193159 members 
Entering Unmasked Estep 
Score: -23053324.000000 Penalty: 6045.280762
	Iteration 43Q: 3 clusters Score -2.305332e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 193236 members 
Entering Unmasked Estep 
Score: -23053324.000000 Penalty: 6045.280762
	Iteration 44Q: 3 clusters Score -2.305332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -23053306.000000 Penalty: 6045.280762
	Iteration 45Q: 3 clusters Score -2.305331e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 193369 members 
Entering Unmasked Estep 
Score: -23053340.000000 Penalty: 6045.280762
	Iteration 46Q: 3 clusters Score -2.305334e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -23053344.000000 Penalty: 6045.280762
	Iteration 47Q: 3 clusters Score -2.305334e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -23053320.000000 Penalty: 6045.280762
	Iteration 48Q: 3 clusters Score -2.305332e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -23053370.000000 Penalty: 6045.280762
	Iteration 49Q: 3 clusters Score -2.305337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 193598 members 
Entering Unmasked Estep 
Score: -23053392.000000 Penalty: 6045.280762
	Iteration 50Q: 3 clusters Score -2.305339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 193634 members 
Entering Unmasked Estep 
Score: -23053394.000000 Penalty: 6045.280762
	Iteration 51Q: 3 clusters Score -2.305339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 193679 members 
Entering Unmasked Estep 
Score: -23053428.000000 Penalty: 6045.280762
	Iteration 52Q: 3 clusters Score -2.305343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 193712 members 
Entering Unmasked Estep 
Score: -23053444.000000 Penalty: 6045.280762
	Iteration 53Q: 3 clusters Score -2.305344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 193739 members 
Entering Unmasked Estep 
Score: -23053426.000000 Penalty: 6045.280762
	Iteration 54Q: 3 clusters Score -2.305343e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 193766 members 
Entering Unmasked Estep 
Score: -23053436.000000 Penalty: 6045.280762
	Iteration 55Q: 3 clusters Score -2.305344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 193799 members 
Entering Unmasked Estep 
Score: -23053432.000000 Penalty: 6045.280762
	Iteration 56Q: 3 clusters Score -2.305343e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 193823 members 
Entering Unmasked Estep 
Score: -23053438.000000 Penalty: 6045.280762
	Iteration 57Q: 3 clusters Score -2.305344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 193836 members 
Entering Unmasked Estep 
Score: -23053406.000000 Penalty: 6045.280762
	Iteration 58Q: 3 clusters Score -2.305341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 193857 members 
Entering Unmasked Estep 
Score: -23053430.000000 Penalty: 6045.280762
	Iteration 59Q: 3 clusters Score -2.305343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 193883 members 
Entering Unmasked Estep 
Score: -23053480.000000 Penalty: 6045.280762
	Iteration 60F: 3 clusters Score -2.305348e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 193899 members 
Entering Unmasked Estep 
Score: -23053476.000000 Penalty: 6045.280762
	Iteration 61Q: 3 clusters Score -2.305348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 193913 members 
Entering Unmasked Estep 
Score: -23053480.000000 Penalty: 6045.280762
	Iteration 62Q: 3 clusters Score -2.305348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 193922 members 
Entering Unmasked Estep 
Score: -23053514.000000 Penalty: 6045.280762
	Iteration 63Q: 3 clusters Score -2.305351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 193929 members 
Entering Unmasked Estep 
Score: -23053502.000000 Penalty: 6045.280762
	Iteration 64Q: 3 clusters Score -2.30535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 193936 members 
Entering Unmasked Estep 
Score: -23053524.000000 Penalty: 6045.280762
	Iteration 65Q: 3 clusters Score -2.305352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 193939 members 
Entering Unmasked Estep 
Score: -23053528.000000 Penalty: 6045.280762
	Iteration 66Q: 3 clusters Score -2.305353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 193947 members 
Entering Unmasked Estep 
Score: -23053524.000000 Penalty: 6045.280762
	Iteration 67Q: 3 clusters Score -2.305352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 193956 members 
Entering Unmasked Estep 
Score: -23053524.000000 Penalty: 6045.280762
	Iteration 68Q: 3 clusters Score -2.305352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 193963 members 
Entering Unmasked Estep 
Score: -23053536.000000 Penalty: 6045.280762
	Iteration 69Q: 3 clusters Score -2.305354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 193970 members 
Entering Unmasked Estep 
Score: -23053544.000000 Penalty: 6045.280762
	Iteration 70Q: 3 clusters Score -2.305354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 193978 members 
Entering Unmasked Estep 
Score: -23053530.000000 Penalty: 6045.280762
	Iteration 71Q: 3 clusters Score -2.305353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 193986 members 
Entering Unmasked Estep 
Score: -23053528.000000 Penalty: 6045.280762
	Iteration 72Q: 3 clusters Score -2.305353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -23053534.000000 Penalty: 6045.280762
	Iteration 73Q: 3 clusters Score -2.305353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 194001 members 
Entering Unmasked Estep 
Score: -23053530.000000 Penalty: 6045.280762
	Iteration 74Q: 3 clusters Score -2.305353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -23053530.000000 Penalty: 6045.280762
	Iteration 75Q: 3 clusters Score -2.305353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 194006 members 
Entering Unmasked Estep 
Score: -23053522.000000 Penalty: 6045.280762
	Iteration 76Q: 3 clusters Score -2.305352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 194009 members 
Entering Unmasked Estep 
Score: -23053518.000000 Penalty: 6045.280762
	Iteration 77Q: 3 clusters Score -2.305352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 194012 members 
Entering Unmasked Estep 
Score: -23053516.000000 Penalty: 6045.280762
	Iteration 78Q: 3 clusters Score -2.305352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 194017 members 
Entering Unmasked Estep 
Score: -23053522.000000 Penalty: 6045.280762
	Iteration 79Q: 3 clusters Score -2.305352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 194019 members 
Entering Unmasked Estep 
Score: -23053548.000000 Penalty: 6045.280762
	Iteration 80F: 3 clusters Score -2.305355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 194021 members 
Entering Unmasked Estep 
Score: -23053536.000000 Penalty: 6045.280762
	Iteration 81Q: 3 clusters Score -2.305354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 194022 members 
Entering Unmasked Estep 
Score: -23053538.000000 Penalty: 6045.280762
	Iteration 82Q: 3 clusters Score -2.305354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 194024 members 
Entering Unmasked Estep 
Score: -23053530.000000 Penalty: 6045.280762
	Iteration 83Q: 3 clusters Score -2.305353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 194025 members 
Entering Unmasked Estep 
Score: -23053538.000000 Penalty: 6045.280762
	Iteration 84Q: 3 clusters Score -2.305354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 194027 members 
Entering Unmasked Estep 
Score: -23053536.000000 Penalty: 6045.280762
	Iteration 85Q: 3 clusters Score -2.305354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 194031 members 
Entering Unmasked Estep 
Score: -23053548.000000 Penalty: 6045.280762
	Iteration 86Q: 3 clusters Score -2.305355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 194037 members 
Entering Unmasked Estep 
Score: -23053526.000000 Penalty: 6045.280762
	Iteration 87Q: 3 clusters Score -2.305353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 194039 members 
Entering Unmasked Estep 
Score: -23053534.000000 Penalty: 6045.280762
	Iteration 88Q: 3 clusters Score -2.305353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 194045 members 
Entering Unmasked Estep 
Score: -23053524.000000 Penalty: 6045.280762
	Iteration 89Q: 3 clusters Score -2.305352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 194049 members 
Entering Unmasked Estep 
Score: -23053524.000000 Penalty: 6045.280762
	Iteration 90Q: 3 clusters Score -2.305352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 194048 members 
Entering Unmasked Estep 
Score: -23053528.000000 Penalty: 6045.280762
	Iteration 91Q: 3 clusters Score -2.305353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 194047 members 
Entering Unmasked Estep 
Score: -23053524.000000 Penalty: 6045.280762
	Iteration 92Q: 3 clusters Score -2.305352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 194046 members 
Entering Unmasked Estep 
Score: -23053522.000000 Penalty: 6045.280762
	Iteration 93Q: 3 clusters Score -2.305352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 194044 members 
Entering Unmasked Estep 
Score: -23053514.000000 Penalty: 6045.280762
	Iteration 94Q: 3 clusters Score -2.305351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 194043 members 
Entering Unmasked Estep 
Score: -23053512.000000 Penalty: 6045.280762
	Iteration 95Q: 3 clusters Score -2.305351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 194043 members 
Entering Unmasked Estep 
Score: -23053512.000000 Penalty: 6045.280762
	Iteration 96F: 3 clusters Score -2.305351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -2339549.500000 Penalty: 2455.095947
	Iteration 0F: 2 clusters Score -2339550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2325567.250000 Penalty: 4910.191895
	Iteration 0F: 3 clusters Score -2325567 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2330450.000000 Penalty: 4910.191895
	Iteration 1F: 3 clusters Score -2330450 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2331052.250000 Penalty: 4910.191895
	Iteration 2F: 3 clusters Score -2331052 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2331745.750000 Penalty: 4910.191895
	Iteration 3F: 3 clusters Score -2331746 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2332593.750000 Penalty: 4910.191895
	Iteration 4F: 3 clusters Score -2332594 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2333700.250000 Penalty: 4910.191895
	Iteration 5F: 3 clusters Score -2333700 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2334971.000000 Penalty: 4910.191895
	Iteration 6F: 3 clusters Score -2334971 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2336142.750000 Penalty: 4910.191895
	Iteration 7F: 3 clusters Score -2336143 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2336852.000000 Penalty: 4910.191895
	Iteration 8Q: 3 clusters Score -2336852 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2337177.750000 Penalty: 4910.191895
	Iteration 9Q: 3 clusters Score -2337178 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2337334.250000 Penalty: 4910.191895
	Iteration 10Q: 3 clusters Score -2337334 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2337403.000000 Penalty: 4910.191895
	Iteration 11Q: 3 clusters Score -2337403 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2337456.000000 Penalty: 4910.191895
	Iteration 12Q: 3 clusters Score -2337456 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2337491.000000 Penalty: 4910.191895
	Iteration 13Q: 3 clusters Score -2337491 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2337527.500000 Penalty: 4910.191895
	Iteration 14Q: 3 clusters Score -2337528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2337558.500000 Penalty: 4910.191895
	Iteration 15Q: 3 clusters Score -2337558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2337571.250000 Penalty: 4910.191895
	Iteration 16Q: 3 clusters Score -2337571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2337587.250000 Penalty: 4910.191895
	Iteration 17Q: 3 clusters Score -2337587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2337604.250000 Penalty: 4910.191895
	Iteration 18Q: 3 clusters Score -2337604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2337611.250000 Penalty: 4910.191895
	Iteration 19Q: 3 clusters Score -2337611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2337621.750000 Penalty: 4910.191895
	Iteration 20F: 3 clusters Score -2337622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2337631.000000 Penalty: 4910.191895
	Iteration 21Q: 3 clusters Score -2337631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2337638.250000 Penalty: 4910.191895
	Iteration 22Q: 3 clusters Score -2337638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2337643.000000 Penalty: 4910.191895
	Iteration 23Q: 3 clusters Score -2337643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2337647.750000 Penalty: 4910.191895
	Iteration 24Q: 3 clusters Score -2337648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2337652.000000 Penalty: 4910.191895
	Iteration 25Q: 3 clusters Score -2337652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2337651.500000 Penalty: 4910.191895
	Iteration 26Q: 3 clusters Score -2337652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2337661.750000 Penalty: 4910.191895
	Iteration 27Q: 3 clusters Score -2337662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2337660.250000 Penalty: 4910.191895
	Iteration 28Q: 3 clusters Score -2337660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2337662.250000 Penalty: 4910.191895
	Iteration 29Q: 3 clusters Score -2337662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2337662.500000 Penalty: 4910.191895
	Iteration 30Q: 3 clusters Score -2337662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2337658.750000 Penalty: 4910.191895
	Iteration 31Q: 3 clusters Score -2337659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2337658.250000 Penalty: 4910.191895
	Iteration 32Q: 3 clusters Score -2337658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2337662.000000 Penalty: 4910.191895
	Iteration 33Q: 3 clusters Score -2337662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2337660.750000 Penalty: 4910.191895
	Iteration 34Q: 3 clusters Score -2337661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2337660.500000 Penalty: 4910.191895
	Iteration 35Q: 3 clusters Score -2337660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2337667.750000 Penalty: 4910.191895
	Iteration 36Q: 3 clusters Score -2337668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2337670.250000 Penalty: 4910.191895
	Iteration 37Q: 3 clusters Score -2337670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2337671.000000 Penalty: 4910.191895
	Iteration 38Q: 3 clusters Score -2337671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2337675.250000 Penalty: 4910.191895
	Iteration 39Q: 3 clusters Score -2337675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2337673.250000 Penalty: 4910.191895
	Iteration 40F: 3 clusters Score -2337673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2337671.000000 Penalty: 4910.191895
	Iteration 41Q: 3 clusters Score -2337671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2337680.500000 Penalty: 4910.191895
	Iteration 42Q: 3 clusters Score -2337680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2337686.750000 Penalty: 4910.191895
	Iteration 43Q: 3 clusters Score -2337687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2337683.500000 Penalty: 4910.191895
	Iteration 44Q: 3 clusters Score -2337684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2337680.250000 Penalty: 4910.191895
	Iteration 45Q: 3 clusters Score -2337680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2337685.000000 Penalty: 4910.191895
	Iteration 46Q: 3 clusters Score -2337685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2337686.250000 Penalty: 4910.191895
	Iteration 47Q: 3 clusters Score -2337686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2337683.000000 Penalty: 4910.191895
	Iteration 48Q: 3 clusters Score -2337683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2337688.750000 Penalty: 4910.191895
	Iteration 49Q: 3 clusters Score -2337689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2337687.750000 Penalty: 4910.191895
	Iteration 50Q: 3 clusters Score -2337688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2337687.250000 Penalty: 4910.191895
	Iteration 51Q: 3 clusters Score -2337687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2337685.000000 Penalty: 4910.191895
	Iteration 52Q: 3 clusters Score -2337685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2337684.750000 Penalty: 4910.191895
	Iteration 53Q: 3 clusters Score -2337685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2337682.250000 Penalty: 4910.191895
	Iteration 54Q: 3 clusters Score -2337682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2337680.000000 Penalty: 4910.191895
	Iteration 55Q: 3 clusters Score -2337680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2337686.750000 Penalty: 4910.191895
	Iteration 56Q: 3 clusters Score -2337687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2337686.250000 Penalty: 4910.191895
	Iteration 57Q: 3 clusters Score -2337686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2337687.500000 Penalty: 4910.191895
	Iteration 58Q: 3 clusters Score -2337688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2337687.500000 Penalty: 4910.191895
	Iteration 59F: 3 clusters Score -2337688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -205428.437500 Penalty: 1867.292847
	Iteration 0F: 2 clusters Score -205428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -202890.421875 Penalty: 3734.585693
	Iteration 0F: 3 clusters Score -202890.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203343.109375 Penalty: 3734.585693
	Iteration 1F: 3 clusters Score -203343.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -203491.406250 Penalty: 3734.585693
	Iteration 2F: 3 clusters Score -203491.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -203582.375000 Penalty: 3734.585693
	Iteration 3Q: 3 clusters Score -203582.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -203668.234375 Penalty: 3734.585693
	Iteration 4Q: 3 clusters Score -203668.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -203754.421875 Penalty: 3734.585693
	Iteration 5Q: 3 clusters Score -203754.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -203856.687500 Penalty: 3734.585693
	Iteration 6Q: 3 clusters Score -203856.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -204074.875000 Penalty: 3734.585693
	Iteration 7Q: 3 clusters Score -204074.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -204517.062500 Penalty: 3734.585693
	Iteration 8Q: 3 clusters Score -204517.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -204786.140625 Penalty: 3734.585693
	Iteration 9F: 3 clusters Score -204786.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -204918.453125 Penalty: 3734.585693
	Iteration 10F: 3 clusters Score -204918.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204991.515625 Penalty: 3734.585693
	Iteration 11Q: 3 clusters Score -204991.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -205049.328125 Penalty: 3734.585693
	Iteration 12Q: 3 clusters Score -205049.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -205091.578125 Penalty: 3734.585693
	Iteration 13Q: 3 clusters Score -205091.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -205124.109375 Penalty: 3734.585693
	Iteration 14Q: 3 clusters Score -205124.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -205148.203125 Penalty: 3734.585693
	Iteration 15Q: 3 clusters Score -205148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -205167.656250 Penalty: 3734.585693
	Iteration 16Q: 3 clusters Score -205167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -205179.906250 Penalty: 3734.585693
	Iteration 17Q: 3 clusters Score -205179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -205189.859375 Penalty: 3734.585693
	Iteration 18Q: 3 clusters Score -205189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -205199.468750 Penalty: 3734.585693
	Iteration 19Q: 3 clusters Score -205199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -205214.703125 Penalty: 3734.585693
	Iteration 20F: 3 clusters Score -205214.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -205225.359375 Penalty: 3734.585693
	Iteration 21Q: 3 clusters Score -205225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -205232.296875 Penalty: 3734.585693
	Iteration 22Q: 3 clusters Score -205232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -205235.828125 Penalty: 3734.585693
	Iteration 23Q: 3 clusters Score -205235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -205239.281250 Penalty: 3734.585693
	Iteration 24Q: 3 clusters Score -205239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -205242.250000 Penalty: 3734.585693
	Iteration 25Q: 3 clusters Score -205242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -205243.625000 Penalty: 3734.585693
	Iteration 26Q: 3 clusters Score -205243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -205243.625000 Penalty: 3734.585693
	Iteration 27F: 3 clusters Score -205243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Entering Unmasked Estep 
Score: -1454618.250000 Penalty: 2354.832764
	Iteration 0F: 2 clusters Score -1454618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1444896.875000 Penalty: 4709.665527
	Iteration 0F: 3 clusters Score -1444897 nChanged 5651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1448157.375000 Penalty: 4709.665527
	Iteration 1F: 3 clusters Score -1448157 nChanged 1017
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1448858 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1449450 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1449944 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1450332 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1450604 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1450792 nChanged 402
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1450934 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1451059.000000 Penalty: 4709.665527
	Iteration 9Q: 3 clusters Score -1451059 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1451156.875000 Penalty: 4709.665527
	Iteration 10Q: 3 clusters Score -1451157 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1451243.875000 Penalty: 4709.665527
	Iteration 11Q: 3 clusters Score -1451244 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1451340.000000 Penalty: 4709.665527
	Iteration 12Q: 3 clusters Score -1451340 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1451437.000000 Penalty: 4709.665527
	Iteration 13Q: 3 clusters Score -1451437 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1451514.000000 Penalty: 4709.665527
	Iteration 14Q: 3 clusters Score -1451514 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1451583 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1451631.625000 Penalty: 4709.665527
	Iteration 16Q: 3 clusters Score -1451632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1451675.625000 Penalty: 4709.665527
	Iteration 17Q: 3 clusters Score -1451676 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1451713.625000 Penalty: 4709.665527
	Iteration 18Q: 3 clusters Score -1451714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1451741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1451771.375000 Penalty: 4709.665527
	Iteration 20F: 3 clusters Score -1451771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1451799.625000 Penalty: 4709.665527
	Iteration 21Q: 3 clusters Score -1451800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1451822.750000 Penalty: 4709.665527
	Iteration 22Q: 3 clusters Score -1451823 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1451848.000000 Penalty: 4709.665527
	Iteration 23Q: 3 clusters Score -1451848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1451868.375000 Penalty: 4709.665527
	Iteration 24Q: 3 clusters Score -1451868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1451890.875000 Penalty: 4709.665527
	Iteration 25Q: 3 clusters Score -1451891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1451912.875000 Penalty: 4709.665527
	Iteration 26Q: 3 clusters Score -1451913 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1451937.250000 Penalty: 4709.665527
	Iteration 27Q: 3 clusters Score -1451937 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1451967.375000 Penalty: 4709.665527
	Iteration 28Q: 3 clusters Score -1451967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1452006.750000 Penalty: 4709.665527
	Iteration 29Q: 3 clusters Score -1452007 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1452058 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1452114 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1452208.375000 Penalty: 4709.665527
	Iteration 32Q: 3 clusters Score -1452208 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1452316.125000 Penalty: 4709.665527
	Iteration 33Q: 3 clusters Score -1452316 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1452409.000000 Penalty: 4709.665527
	Iteration 34Q: 3 clusters Score -1452409 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1452462 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1452512.625000 Penalty: 4709.665527
	Iteration 36Q: 3 clusters Score -1452513 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1452562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1452607.875000 Penalty: 4709.665527
	Iteration 38Q: 3 clusters Score -1452608 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1452644.875000 Penalty: 4709.665527
	Iteration 39Q: 3 clusters Score -1452645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1452679.125000 Penalty: 4709.665527
	Iteration 40F: 3 clusters Score -1452679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1452709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1452737.750000 Penalty: 4709.665527
	Iteration 42Q: 3 clusters Score -1452738 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1452763.500000 Penalty: 4709.665527
	Iteration 43Q: 3 clusters Score -1452764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1452778.250000 Penalty: 4709.665527
	Iteration 44Q: 3 clusters Score -1452778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1452797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1452810.750000 Penalty: 4709.665527
	Iteration 46Q: 3 clusters Score -1452811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1452819.000000 Penalty: 4709.665527
	Iteration 47Q: 3 clusters Score -1452819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1452832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1452835.500000 Penalty: 4709.665527
	Iteration 49Q: 3 clusters Score -1452836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1452843.000000 Penalty: 4709.665527
	Iteration 50Q: 3 clusters Score -1452843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1452849.250000 Penalty: 4709.665527
	Iteration 51Q: 3 clusters Score -1452849 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1452850.000000 Penalty: 4709.665527
	Iteration 52Q: 3 clusters Score -1452850 nChanged 15
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Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1452848.500000 Penalty: 4709.665527
	Iteration 53Q: 3 clusters Score -1452848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1452856.625000 Penalty: 4709.665527
	Iteration 54Q: 3 clusters Score -1452857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1452861.500000 Penalty: 4709.665527
	Iteration 55Q: 3 clusters Score -1452862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1452866.750000 Penalty: 4709.665527
	Iteration 56Q: 3 clusters Score -1452867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1452869.625000 Penalty: 4709.665527
	Iteration 57Q: 3 clusters Score -1452870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1452872.000000 Penalty: 4709.665527
	Iteration 58Q: 3 clusters Score -1452872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1452872.750000 Penalty: 4709.665527
	Iteration 59Q: 3 clusters Score -1452873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1452877.375000 Penalty: 4709.665527
	Iteration 60F: 3 clusters Score -1452877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1452878.125000 Penalty: 4709.665527
	Iteration 61Q: 3 clusters Score -1452878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1452879.125000 Penalty: 4709.665527
	Iteration 62Q: 3 clusters Score -1452879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1452883.000000 Penalty: 4709.665527
	Iteration 63Q: 3 clusters Score -1452883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1452888.375000 Penalty: 4709.665527
	Iteration 64Q: 3 clusters Score -1452888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1452895.500000 Penalty: 4709.665527
	Iteration 65Q: 3 clusters Score -1452896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1452905.625000 Penalty: 4709.665527
	Iteration 66Q: 3 clusters Score -1452906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1452910.125000 Penalty: 4709.665527
	Iteration 67Q: 3 clusters Score -1452910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1452910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1452918.625000 Penalty: 4709.665527
	Iteration 69Q: 3 clusters Score -1452919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1452917.375000 Penalty: 4709.665527
	Iteration 70Q: 3 clusters Score -1452917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1452922.125000 Penalty: 4709.665527
	Iteration 71Q: 3 clusters Score -1452922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1452926.125000 Penalty: 4709.665527
	Iteration 72Q: 3 clusters Score -1452926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1452926.375000 Penalty: 4709.665527
	Iteration 73Q: 3 clusters Score -1452926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1452930.625000 Penalty: 4709.665527
	Iteration 74Q: 3 clusters Score -1452931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1452935.750000 Penalty: 4709.665527
	Iteration 75Q: 3 clusters Score -1452936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1452944.000000 Penalty: 4709.665527
	Iteration 76Q: 3 clusters Score -1452944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1452941.875000 Penalty: 4709.665527
	Iteration 77Q: 3 clusters Score -1452942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1452941.750000 Penalty: 4709.665527
	Iteration 78Q: 3 clusters Score -1452942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1452946.625000 Penalty: 4709.665527
	Iteration 79Q: 3 clusters Score -1452947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1452947.625000 Penalty: 4709.665527
	Iteration 80F: 3 clusters Score -1452948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1452950.500000 Penalty: 4709.665527
	Iteration 81Q: 3 clusters Score -1452950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1452955.875000 Penalty: 4709.665527
	Iteration 82Q: 3 clusters Score -1452956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1452961.000000 Penalty: 4709.665527
	Iteration 83Q: 3 clusters Score -1452961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1452964.500000 Penalty: 4709.665527
	Iteration 84Q: 3 clusters Score -1452964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1452970.125000 Penalty: 4709.665527
	Iteration 85Q: 3 clusters Score -1452970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1452974.250000 Penalty: 4709.665527
	Iteration 86Q: 3 clusters Score -1452974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1452974.375000 Penalty: 4709.665527
	Iteration 87Q: 3 clusters Score -1452974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1452976.750000 Penalty: 4709.665527
	Iteration 88Q: 3 clusters Score -1452977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1452981.875000 Penalty: 4709.665527
	Iteration 89Q: 3 clusters Score -1452982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1452990.375000 Penalty: 4709.665527
	Iteration 90Q: 3 clusters Score -1452990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1452991.125000 Penalty: 4709.665527
	Iteration 91Q: 3 clusters Score -1452991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1452994.375000 Penalty: 4709.665527
	Iteration 92Q: 3 clusters Score -1452994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1452996.125000 Penalty: 4709.665527
	Iteration 93Q: 3 clusters Score -1452996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1452997.500000 Penalty: 4709.665527
	Iteration 94Q: 3 clusters Score -1452998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1452997.000000 Penalty: 4709.665527
	Iteration 95Q: 3 clusters Score -1452997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1452998.125000 Penalty: 4709.665527
	Iteration 96Q: 3 clusters Score -1452998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1452998.125000 Penalty: 4709.665527
	Iteration 97F: 3 clusters Score -1452998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Entering Unmasked Estep 
Score: -1199437.500000 Penalty: 2298.544922
	Iteration 0F: 2 clusters Score -1199438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1191314.750000 Penalty: 4597.089844
	Iteration 0F: 3 clusters Score -1191315 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1193718.875000 Penalty: 4597.089844
	Iteration 1F: 3 clusters Score -1193719 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1193973.000000 Penalty: 4597.089844
	Iteration 2F: 3 clusters Score -1193973 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1194146.875000 Penalty: 4597.089844
	Iteration 3Q: 3 clusters Score -1194147 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1194270.375000 Penalty: 4597.089844
	Iteration 4Q: 3 clusters Score -1194270 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1194363.250000 Penalty: 4597.089844
	Iteration 5Q: 3 clusters Score -1194363 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1194439.875000 Penalty: 4597.089844
	Iteration 6Q: 3 clusters Score -1194440 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1194499.875000 Penalty: 4597.089844
	Iteration 7Q: 3 clusters Score -1194500 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1194554.500000 Penalty: 4597.089844
	Iteration 8Q: 3 clusters Score -1194554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1194611.500000 Penalty: 4597.089844
	Iteration 9Q: 3 clusters Score -1194612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1194672.500000 Penalty: 4597.089844
	Iteration 10Q: 3 clusters Score -1194672 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1194754.625000 Penalty: 4597.089844
	Iteration 11Q: 3 clusters Score -1194755 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1194855.625000 Penalty: 4597.089844
	Iteration 12Q: 3 clusters Score -1194856 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1194988.875000 Penalty: 4597.089844
	Iteration 13Q: 3 clusters Score -1194989 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1195177.625000 Penalty: 4597.089844
	Iteration 14Q: 3 clusters Score -1195178 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1195413.250000 Penalty: 4597.089844
	Iteration 15Q: 3 clusters Score -1195413 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1195711.000000 Penalty: 4597.089844
	Iteration 16Q: 3 clusters Score -1195711 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1196096.000000 Penalty: 4597.089844
	Iteration 17Q: 3 clusters Score -1196096 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1196454.750000 Penalty: 4597.089844
	Iteration 18Q: 3 clusters Score -1196455 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1196799.125000 Penalty: 4597.089844
	Iteration 19Q: 3 clusters Score -1196799 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1197057.250000 Penalty: 4597.089844
	Iteration 20F: 3 clusters Score -1197057 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1197239.875000 Penalty: 4597.089844
	Iteration 21Q: 3 clusters Score -1197240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1197350.250000 Penalty: 4597.089844
	Iteration 22Q: 3 clusters Score -1197350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1197436.750000 Penalty: 4597.089844
	Iteration 23Q: 3 clusters Score -1197437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1197480.375000 Penalty: 4597.089844
	Iteration 24Q: 3 clusters Score -1197480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1197488.375000 Penalty: 4597.089844
	Iteration 25Q: 3 clusters Score -1197488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1197493.125000 Penalty: 4597.089844
	Iteration 26Q: 3 clusters Score -1197493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1197495.125000 Penalty: 4597.089844
	Iteration 27Q: 3 clusters Score -1197495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1197497.625000 Penalty: 4597.089844
	Iteration 28Q: 3 clusters Score -1197498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1197496.875000 Penalty: 4597.089844
	Iteration 29Q: 3 clusters Score -1197497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1197496.875000 Penalty: 4597.089844
	Iteration 30F: 3 clusters Score -1197497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Entering Unmasked Estep 
Score: -6799883.000000 Penalty: 2716.790039
	Iteration 0F: 2 clusters Score -6799883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6761561.500000 Penalty: 5433.580078
	Iteration 0F: 3 clusters Score -6761562 nChanged 26550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -6776560.500000 Penalty: 5433.580078
	Iteration 1F: 3 clusters Score -6776560 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -6777327.000000 Penalty: 5433.580078
	Iteration 2Q: 3 clusters Score -6777327 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -6778181.000000 Penalty: 5433.580078
	Iteration 3Q: 3 clusters Score -6778181 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -6779392.500000 Penalty: 5433.580078
	Iteration 4Q: 3 clusters Score -6779392 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -6781244.500000 Penalty: 5433.580078
	Iteration 5Q: 3 clusters Score -6781244 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -6783450.000000 Penalty: 5433.580078
	Iteration 6F: 3 clusters Score -6783450 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -6786189.000000 Penalty: 5433.580078
	Iteration 7F: 3 clusters Score -6786189 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6789064.000000 Penalty: 5433.580078
	Iteration 8F: 3 clusters Score -6789064 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -6791821.000000 Penalty: 5433.580078
	Iteration 9F: 3 clusters Score -6791821 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -6793787.500000 Penalty: 5433.580078
	Iteration 10Q: 3 clusters Score -6793788 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -6795135.500000 Penalty: 5433.580078
	Iteration 11Q: 3 clusters Score -6795136 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -6796064.000000 Penalty: 5433.580078
	Iteration 12Q: 3 clusters Score -6796064 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -6796638.500000 Penalty: 5433.580078
	Iteration 13Q: 3 clusters Score -6796638 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -6796986.500000 Penalty: 5433.580078
	Iteration 14Q: 3 clusters Score -6796986 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -6797180.000000 Penalty: 5433.580078
	Iteration 15Q: 3 clusters Score -6797180 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -6797298.000000 Penalty: 5433.580078
	Iteration 16Q: 3 clusters Score -6797298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -6797334.000000 Penalty: 5433.580078
	Iteration 17Q: 3 clusters Score -6797334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -6797378.000000 Penalty: 5433.580078
	Iteration 18Q: 3 clusters Score -6797378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -6797411.000000 Penalty: 5433.580078
	Iteration 19Q: 3 clusters Score -6797411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -6797445.500000 Penalty: 5433.580078
	Iteration 20F: 3 clusters Score -6797446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6797459.000000 Penalty: 5433.580078
	Iteration 21Q: 3 clusters Score -6797459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -6797478.000000 Penalty: 5433.580078
	Iteration 22Q: 3 clusters Score -6797478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -6797504.000000 Penalty: 5433.580078
	Iteration 23Q: 3 clusters Score -6797504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -6797515.500000 Penalty: 5433.580078
	Iteration 24Q: 3 clusters Score -6797516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -6797523.000000 Penalty: 5433.580078
	Iteration 25Q: 3 clusters Score -6797523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -6797526.500000 Penalty: 5433.580078
	Iteration 26Q: 3 clusters Score -6797526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -6797525.500000 Penalty: 5433.580078
	Iteration 27Q: 3 clusters Score -6797526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -6797530.500000 Penalty: 5433.580078
	Iteration 28Q: 3 clusters Score -6797530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -6797532.500000 Penalty: 5433.580078
	Iteration 29Q: 3 clusters Score -6797532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -6797542.000000 Penalty: 5433.580078
	Iteration 30Q: 3 clusters Score -6797542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -6797546.000000 Penalty: 5433.580078
	Iteration 31Q: 3 clusters Score -6797546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -6797543.500000 Penalty: 5433.580078
	Iteration 32Q: 3 clusters Score -6797544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6797552.000000 Penalty: 5433.580078
	Iteration 33Q: 3 clusters Score -6797552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6797552.000000 Penalty: 5433.580078
	Iteration 34F: 3 clusters Score -6797552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Entering Unmasked Estep 
Score: -1006853.062500 Penalty: 2251.671387
	Iteration 0F: 2 clusters Score -1006853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -999943.125000 Penalty: 4503.342773
	Iteration 0F: 3 clusters Score -999943.1 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1001977.500000 Penalty: 4503.342773
	Iteration 1F: 3 clusters Score -1001978 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1002216.312500 Penalty: 4503.342773
	Iteration 2F: 3 clusters Score -1002216 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1002386.937500 Penalty: 4503.342773
	Iteration 3Q: 3 clusters Score -1002387 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1002527.937500 Penalty: 4503.342773
	Iteration 4Q: 3 clusters Score -1002528 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1002636.812500 Penalty: 4503.342773
	Iteration 5Q: 3 clusters Score -1002637 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1002719.687500 Penalty: 4503.342773
	Iteration 6Q: 3 clusters Score -1002720 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1002785.187500 Penalty: 4503.342773
	Iteration 7Q: 3 clusters Score -1002785 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1002837.312500 Penalty: 4503.342773
	Iteration 8Q: 3 clusters Score -1002837 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1002878.375000 Penalty: 4503.342773
	Iteration 9Q: 3 clusters Score -1002878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1002924.750000 Penalty: 4503.342773
	Iteration 10Q: 3 clusters Score -1002925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1002962.875000 Penalty: 4503.342773
	Iteration 11Q: 3 clusters Score -1002963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1003009.812500 Penalty: 4503.342773
	Iteration 12Q: 3 clusters Score -1003010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1003069.812500 Penalty: 4503.342773
	Iteration 13Q: 3 clusters Score -1003070 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1003134.125000 Penalty: 4503.342773
	Iteration 14Q: 3 clusters Score -1003134 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1003204.125000 Penalty: 4503.342773
	Iteration 15Q: 3 clusters Score -1003204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1003283.125000 Penalty: 4503.342773
	Iteration 16Q: 3 clusters Score -1003283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1003369.187500 Penalty: 4503.342773
	Iteration 17Q: 3 clusters Score -1003369 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1003464.562500 Penalty: 4503.342773
	Iteration 18Q: 3 clusters Score -1003465 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1003561.000000 Penalty: 4503.342773
	Iteration 19Q: 3 clusters Score -1003561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1003653.312500 Penalty: 4503.342773
	Iteration 20F: 3 clusters Score -1003653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1003745.437500 Penalty: 4503.342773
	Iteration 21Q: 3 clusters Score -1003745 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1003838.562500 Penalty: 4503.342773
	Iteration 22Q: 3 clusters Score -1003839 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1003938.687500 Penalty: 4503.342773
	Iteration 23Q: 3 clusters Score -1003939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1004057.125000 Penalty: 4503.342773
	Iteration 24Q: 3 clusters Score -1004057 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1004159.562500 Penalty: 4503.342773
	Iteration 25Q: 3 clusters Score -1004160 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1004264.687500 Penalty: 4503.342773
	Iteration 26Q: 3 clusters Score -1004265 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1004359.875000 Penalty: 4503.342773
	Iteration 27Q: 3 clusters Score -1004360 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1004439.312500 Penalty: 4503.342773
	Iteration 28Q: 3 clusters Score -1004439 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1004508.312500 Penalty: 4503.342773
	Iteration 29Q: 3 clusters Score -1004508 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1004580.625000 Penalty: 4503.342773
	Iteration 30Q: 3 clusters Score -1004581 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1004643.625000 Penalty: 4503.342773
	Iteration 31Q: 3 clusters Score -1004644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1004692.687500 Penalty: 4503.342773
	Iteration 32Q: 3 clusters Score -1004693 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1004731.000000 Penalty: 4503.342773
	Iteration 33Q: 3 clusters Score -1004731 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1004767.062500 Penalty: 4503.342773
	Iteration 34Q: 3 clusters Score -1004767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1004799.000000 Penalty: 4503.342773
	Iteration 35Q: 3 clusters Score -1004799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1004826.875000 Penalty: 4503.342773
	Iteration 36Q: 3 clusters Score -1004827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1004858.625000 Penalty: 4503.342773
	Iteration 37Q: 3 clusters Score -1004859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1004882.562500 Penalty: 4503.342773
	Iteration 38Q: 3 clusters Score -1004883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1004897.500000 Penalty: 4503.342773
	Iteration 39Q: 3 clusters Score -1004898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1004911.500000 Penalty: 4503.342773
	Iteration 40F: 3 clusters Score -1004912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1004924.750000 Penalty: 4503.342773
	Iteration 41Q: 3 clusters Score -1004925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1004930.875000 Penalty: 4503.342773
	Iteration 42Q: 3 clusters Score -1004931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1004940.875000 Penalty: 4503.342773
	Iteration 43Q: 3 clusters Score -1004941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1004946.187500 Penalty: 4503.342773
	Iteration 44Q: 3 clusters Score -1004946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1004955.687500 Penalty: 4503.342773
	Iteration 45Q: 3 clusters Score -1004956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1004965.625000 Penalty: 4503.342773
	Iteration 46Q: 3 clusters Score -1004966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1004975.312500 Penalty: 4503.342773
	Iteration 47Q: 3 clusters Score -1004975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1004985.000000 Penalty: 4503.342773
	Iteration 48Q: 3 clusters Score -1004985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1004994.437500 Penalty: 4503.342773
	Iteration 49Q: 3 clusters Score -1004994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1005000.125000 Penalty: 4503.342773
	Iteration 50Q: 3 clusters Score -1005000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1005005.187500 Penalty: 4503.342773
	Iteration 51Q: 3 clusters Score -1005005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1005008.875000 Penalty: 4503.342773
	Iteration 52Q: 3 clusters Score -1005009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1005011.625000 Penalty: 4503.342773
	Iteration 53Q: 3 clusters Score -1005012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1005012.500000 Penalty: 4503.342773
	Iteration 54Q: 3 clusters Score -1005012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1005012.125000 Penalty: 4503.342773
	Iteration 55Q: 3 clusters Score -1005012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1005016.625000 Penalty: 4503.342773
	Iteration 56Q: 3 clusters Score -1005017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1005019.250000 Penalty: 4503.342773
	Iteration 57Q: 3 clusters Score -1005019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1005019.625000 Penalty: 4503.342773
	Iteration 58Q: 3 clusters Score -1005020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1005022.750000 Penalty: 4503.342773
	Iteration 59Q: 3 clusters Score -1005023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1005025.437500 Penalty: 4503.342773
	Iteration 60F: 3 clusters Score -1005025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1005026.937500 Penalty: 4503.342773
	Iteration 61Q: 3 clusters Score -1005027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1005032.687500 Penalty: 4503.342773
	Iteration 62Q: 3 clusters Score -1005033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1005038.750000 Penalty: 4503.342773
	Iteration 63Q: 3 clusters Score -1005039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1005041.750000 Penalty: 4503.342773
	Iteration 64Q: 3 clusters Score -1005042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1005043.125000 Penalty: 4503.342773
	Iteration 65Q: 3 clusters Score -1005043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1005044.812500 Penalty: 4503.342773
	Iteration 66Q: 3 clusters Score -1005045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1005045.062500 Penalty: 4503.342773
	Iteration 67Q: 3 clusters Score -1005045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1005049.687500 Penalty: 4503.342773
	Iteration 68Q: 3 clusters Score -1005050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1005051.375000 Penalty: 4503.342773
	Iteration 69Q: 3 clusters Score -1005051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1005051.437500 Penalty: 4503.342773
	Iteration 70Q: 3 clusters Score -1005051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1005054.312500 Penalty: 4503.342773
	Iteration 71Q: 3 clusters Score -1005054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1005053.875000 Penalty: 4503.342773
	Iteration 72Q: 3 clusters Score -1005054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1005055.375000 Penalty: 4503.342773
	Iteration 73Q: 3 clusters Score -1005055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1005058.750000 Penalty: 4503.342773
	Iteration 74Q: 3 clusters Score -1005059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1005057.312500 Penalty: 4503.342773
	Iteration 75Q: 3 clusters Score -1005057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1005061.437500 Penalty: 4503.342773
	Iteration 76Q: 3 clusters Score -1005061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1005061.500000 Penalty: 4503.342773
	Iteration 77Q: 3 clusters Score -1005062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1005061.875000 Penalty: 4503.342773
	Iteration 78Q: 3 clusters Score -1005062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1005061.062500 Penalty: 4503.342773
	Iteration 79Q: 3 clusters Score -1005061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1005063.062500 Penalty: 4503.342773
	Iteration 80F: 3 clusters Score -1005063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Entering Unmasked Estep 
Score: -5262141.500000 Penalty: 2653.069092
	Iteration 0F: 2 clusters Score -5262142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5232135.000000 Penalty: 5306.138184
	Iteration 0F: 3 clusters Score -5232135 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -5243615.500000 Penalty: 5306.138184
	Iteration 1F: 3 clusters Score -5243616 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -5244295.500000 Penalty: 5306.138184
	Iteration 2Q: 3 clusters Score -5244296 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -5245128.500000 Penalty: 5306.138184
	Iteration 3Q: 3 clusters Score -5245128 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5246091.500000 Penalty: 5306.138184
	Iteration 4Q: 3 clusters Score -5246092 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5247345.000000 Penalty: 5306.138184
	Iteration 5F: 3 clusters Score -5247345 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5249219.500000 Penalty: 5306.138184
	Iteration 6F: 3 clusters Score -5249220 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -5251788.000000 Penalty: 5306.138184
	Iteration 7F: 3 clusters Score -5251788 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5254989.000000 Penalty: 5306.138184
	Iteration 8F: 3 clusters Score -5254989 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5257922.500000 Penalty: 5306.138184
	Iteration 9F: 3 clusters Score -5257922 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -5260063.500000 Penalty: 5306.138184
	Iteration 10Q: 3 clusters Score -5260064 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5261113.500000 Penalty: 5306.138184
	Iteration 11Q: 3 clusters Score -5261114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5261423.000000 Penalty: 5306.138184
	Iteration 12Q: 3 clusters Score -5261423 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -5261558.000000 Penalty: 5306.138184
	Iteration 13Q: 3 clusters Score -5261558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5261626.500000 Penalty: 5306.138184
	Iteration 14Q: 3 clusters Score -5261626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5261657.000000 Penalty: 5306.138184
	Iteration 15Q: 3 clusters Score -5261657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5261667.000000 Penalty: 5306.138184
	Iteration 16Q: 3 clusters Score -5261667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5261677.000000 Penalty: 5306.138184
	Iteration 17Q: 3 clusters Score -5261677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5261687.000000 Penalty: 5306.138184
	Iteration 18Q: 3 clusters Score -5261687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5261695.500000 Penalty: 5306.138184
	Iteration 19Q: 3 clusters Score -5261696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5261727.500000 Penalty: 5306.138184
	Iteration 20F: 3 clusters Score -5261728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -5261731.000000 Penalty: 5306.138184
	Iteration 21Q: 3 clusters Score -5261731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5261727.500000 Penalty: 5306.138184
	Iteration 22Q: 3 clusters Score -5261728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5261719.500000 Penalty: 5306.138184
	Iteration 23Q: 3 clusters Score -5261720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5261719.500000 Penalty: 5306.138184
	Iteration 24F: 3 clusters Score -5261720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (210174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210174 members 
Entering Unmasked Estep 
Score: -24785724.000000 Penalty: 3039.411377
	Iteration 0F: 2 clusters Score -2.478572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -24648294.000000 Penalty: 6078.822754
	Iteration 0F: 3 clusters Score -2.464829e+07 nChanged 101104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103394 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -24707160.000000 Penalty: 6078.822754
	Iteration 1F: 3 clusters Score -2.470716e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -24708102.000000 Penalty: 6078.822754
	Iteration 2Q: 3 clusters Score -2.47081e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -24708936.000000 Penalty: 6078.822754
	Iteration 3Q: 3 clusters Score -2.470894e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 112641 members 
Entering Unmasked Estep 
Score: -24710330.000000 Penalty: 6078.822754
	Iteration 4Q: 3 clusters Score -2.471033e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -24712316.000000 Penalty: 6078.822754
	Iteration 5Q: 3 clusters Score -2.471232e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 123968 members 
Entering Unmasked Estep 
Score: -24715954.000000 Penalty: 6078.822754
	Iteration 6Q: 3 clusters Score -2.471595e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 134026 members 
Entering Unmasked Estep 
Score: -24722394.000000 Penalty: 6078.822754
	Iteration 7F: 3 clusters Score -2.472239e+07 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -24733702.000000 Penalty: 6078.822754
	Iteration 8F: 3 clusters Score -2.47337e+07 nChanged 17134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -24749154.000000 Penalty: 6078.822754
	Iteration 9F: 3 clusters Score -2.474915e+07 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 178140 members 
Entering Unmasked Estep 
Score: -24763706.000000 Penalty: 6078.822754
	Iteration 10F: 3 clusters Score -2.476371e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 188291 members 
Entering Unmasked Estep 
Score: -24773042.000000 Penalty: 6078.822754
	Iteration 11F: 3 clusters Score -2.477304e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 194089 members 
Entering Unmasked Estep 
Score: -24777854.000000 Penalty: 6078.822754
	Iteration 12Q: 3 clusters Score -2.477785e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 197710 members 
Entering Unmasked Estep 
Score: -24780088.000000 Penalty: 6078.822754
	Iteration 13Q: 3 clusters Score -2.478009e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 200242 members 
Entering Unmasked Estep 
Score: -24781232.000000 Penalty: 6078.822754
	Iteration 14Q: 3 clusters Score -2.478123e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 202272 members 
Entering Unmasked Estep 
Score: -24782070.000000 Penalty: 6078.822754
	Iteration 15Q: 3 clusters Score -2.478207e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 203836 members 
Entering Unmasked Estep 
Score: -24782536.000000 Penalty: 6078.822754
	Iteration 16Q: 3 clusters Score -2.478254e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 205066 members 
Entering Unmasked Estep 
Score: -24782866.000000 Penalty: 6078.822754
	Iteration 17Q: 3 clusters Score -2.478287e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 206017 members 
Entering Unmasked Estep 
Score: -24783154.000000 Penalty: 6078.822754
	Iteration 18Q: 3 clusters Score -2.478315e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 206754 members 
Entering Unmasked Estep 
Score: -24783308.000000 Penalty: 6078.822754
	Iteration 19Q: 3 clusters Score -2.478331e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 207336 members 
Entering Unmasked Estep 
Score: -24783362.000000 Penalty: 6078.822754
	Iteration 20F: 3 clusters Score -2.478336e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 207805 members 
Entering Unmasked Estep 
Score: -24783428.000000 Penalty: 6078.822754
	Iteration 21Q: 3 clusters Score -2.478343e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 208171 members 
Entering Unmasked Estep 
Score: -24783466.000000 Penalty: 6078.822754
	Iteration 22Q: 3 clusters Score -2.478347e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 208455 members 
Entering Unmasked Estep 
Score: -24783496.000000 Penalty: 6078.822754
	Iteration 23Q: 3 clusters Score -2.47835e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 208640 members 
Entering Unmasked Estep 
Score: -24783546.000000 Penalty: 6078.822754
	Iteration 24Q: 3 clusters Score -2.478355e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 208769 members 
Entering Unmasked Estep 
Score: -24783600.000000 Penalty: 6078.822754
	Iteration 25Q: 3 clusters Score -2.47836e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 208884 members 
Entering Unmasked Estep 
Score: -24783584.000000 Penalty: 6078.822754
	Iteration 26Q: 3 clusters Score -2.478358e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 208974 members 
Entering Unmasked Estep 
Score: -24783588.000000 Penalty: 6078.822754
	Iteration 27Q: 3 clusters Score -2.478359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 209045 members 
Entering Unmasked Estep 
Score: -24783586.000000 Penalty: 6078.822754
	Iteration 28Q: 3 clusters Score -2.478359e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 209108 members 
Entering Unmasked Estep 
Score: -24783592.000000 Penalty: 6078.822754
	Iteration 29Q: 3 clusters Score -2.478359e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 209159 members 
Entering Unmasked Estep 
Score: -24783600.000000 Penalty: 6078.822754
	Iteration 30Q: 3 clusters Score -2.47836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 209199 members 
Entering Unmasked Estep 
Score: -24783600.000000 Penalty: 6078.822754
	Iteration 31Q: 3 clusters Score -2.47836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 209229 members 
Entering Unmasked Estep 
Score: -24783600.000000 Penalty: 6078.822754
	Iteration 32Q: 3 clusters Score -2.47836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 209259 members 
Entering Unmasked Estep 
Score: -24783592.000000 Penalty: 6078.822754
	Iteration 33Q: 3 clusters Score -2.478359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -24783598.000000 Penalty: 6078.822754
	Iteration 34Q: 3 clusters Score -2.47836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 209311 members 
Entering Unmasked Estep 
Score: -24783620.000000 Penalty: 6078.822754
	Iteration 35Q: 3 clusters Score -2.478362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 209333 members 
Entering Unmasked Estep 
Score: -24783594.000000 Penalty: 6078.822754
	Iteration 36Q: 3 clusters Score -2.478359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 209345 members 
Entering Unmasked Estep 
Score: -24783614.000000 Penalty: 6078.822754
	Iteration 37Q: 3 clusters Score -2.478361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 209353 members 
Entering Unmasked Estep 
Score: -24783616.000000 Penalty: 6078.822754
	Iteration 38Q: 3 clusters Score -2.478362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 209360 members 
Entering Unmasked Estep 
Score: -24783618.000000 Penalty: 6078.822754
	Iteration 39Q: 3 clusters Score -2.478362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 209373 members 
Entering Unmasked Estep 
Score: -24783608.000000 Penalty: 6078.822754
	Iteration 40F: 3 clusters Score -2.478361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 209378 members 
Entering Unmasked Estep 
Score: -24783640.000000 Penalty: 6078.822754
	Iteration 41Q: 3 clusters Score -2.478364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 209385 members 
Entering Unmasked Estep 
Score: -24783638.000000 Penalty: 6078.822754
	Iteration 42Q: 3 clusters Score -2.478364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 209393 members 
Entering Unmasked Estep 
Score: -24783648.000000 Penalty: 6078.822754
	Iteration 43Q: 3 clusters Score -2.478365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 209399 members 
Entering Unmasked Estep 
Score: -24783652.000000 Penalty: 6078.822754
	Iteration 44Q: 3 clusters Score -2.478365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 209406 members 
Entering Unmasked Estep 
Score: -24783622.000000 Penalty: 6078.822754
	Iteration 45Q: 3 clusters Score -2.478362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 209411 members 
Entering Unmasked Estep 
Score: -24783636.000000 Penalty: 6078.822754
	Iteration 46Q: 3 clusters Score -2.478364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -24783664.000000 Penalty: 6078.822754
	Iteration 47Q: 3 clusters Score -2.478366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 209425 members 
Entering Unmasked Estep 
Score: -24783640.000000 Penalty: 6078.822754
	Iteration 48Q: 3 clusters Score -2.478364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 209431 members 
Entering Unmasked Estep 
Score: -24783640.000000 Penalty: 6078.822754
	Iteration 49Q: 3 clusters Score -2.478364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 209434 members 
Entering Unmasked Estep 
Score: -24783656.000000 Penalty: 6078.822754
	Iteration 50Q: 3 clusters Score -2.478366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 209436 members 
Entering Unmasked Estep 
Score: -24783662.000000 Penalty: 6078.822754
	Iteration 51Q: 3 clusters Score -2.478366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 209443 members 
Entering Unmasked Estep 
Score: -24783660.000000 Penalty: 6078.822754
	Iteration 52Q: 3 clusters Score -2.478366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 209447 members 
Entering Unmasked Estep 
Score: -24783656.000000 Penalty: 6078.822754
	Iteration 53Q: 3 clusters Score -2.478366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 209448 members 
Entering Unmasked Estep 
Score: -24783652.000000 Penalty: 6078.822754
	Iteration 54Q: 3 clusters Score -2.478365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 209450 members 
Entering Unmasked Estep 
Score: -24783650.000000 Penalty: 6078.822754
	Iteration 55Q: 3 clusters Score -2.478365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 209452 members 
Entering Unmasked Estep 
Score: -24783648.000000 Penalty: 6078.822754
	Iteration 56Q: 3 clusters Score -2.478365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 209453 members 
Entering Unmasked Estep 
Score: -24783660.000000 Penalty: 6078.822754
	Iteration 57Q: 3 clusters Score -2.478366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 209456 members 
Entering Unmasked Estep 
Score: -24783664.000000 Penalty: 6078.822754
	Iteration 58Q: 3 clusters Score -2.478366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 209458 members 
Entering Unmasked Estep 
Score: -24783652.000000 Penalty: 6078.822754
	Iteration 59Q: 3 clusters Score -2.478365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 209458 members 
Entering Unmasked Estep 
Score: -24783658.000000 Penalty: 6078.822754
	Iteration 60F: 3 clusters Score -2.478366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Entering Unmasked Estep 
Score: -2590376.500000 Penalty: 2482.648926
	Iteration 0F: 2 clusters Score -2590376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2574781.000000 Penalty: 4965.297852
	Iteration 0F: 3 clusters Score -2574781 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2580355.500000 Penalty: 4965.297852
	Iteration 1F: 3 clusters Score -2580356 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2581225.750000 Penalty: 4965.297852
	Iteration 2F: 3 clusters Score -2581226 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2582313.000000 Penalty: 4965.297852
	Iteration 3F: 3 clusters Score -2582313 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2583639.250000 Penalty: 4965.297852
	Iteration 4F: 3 clusters Score -2583639 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2584972.500000 Penalty: 4965.297852
	Iteration 5F: 3 clusters Score -2584972 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2586222.250000 Penalty: 4965.297852
	Iteration 6F: 3 clusters Score -2586222 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2587245.250000 Penalty: 4965.297852
	Iteration 7F: 3 clusters Score -2587245 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2587933.500000 Penalty: 4965.297852
	Iteration 8Q: 3 clusters Score -2587934 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2588403.750000 Penalty: 4965.297852
	Iteration 9Q: 3 clusters Score -2588404 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2588704.750000 Penalty: 4965.297852
	Iteration 10Q: 3 clusters Score -2588705 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2588892.500000 Penalty: 4965.297852
	Iteration 11Q: 3 clusters Score -2588892 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2589019.000000 Penalty: 4965.297852
	Iteration 12Q: 3 clusters Score -2589019 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2589102.500000 Penalty: 4965.297852
	Iteration 13Q: 3 clusters Score -2589102 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2589171.250000 Penalty: 4965.297852
	Iteration 14Q: 3 clusters Score -2589171 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2589229.250000 Penalty: 4965.297852
	Iteration 15Q: 3 clusters Score -2589229 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2589278.000000 Penalty: 4965.297852
	Iteration 16Q: 3 clusters Score -2589278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2589331.250000 Penalty: 4965.297852
	Iteration 17Q: 3 clusters Score -2589331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2589364.500000 Penalty: 4965.297852
	Iteration 18Q: 3 clusters Score -2589364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2589397.000000 Penalty: 4965.297852
	Iteration 19Q: 3 clusters Score -2589397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2589435.500000 Penalty: 4965.297852
	Iteration 20F: 3 clusters Score -2589436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2589436.500000 Penalty: 4965.297852
	Iteration 21Q: 3 clusters Score -2589436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2589451.250000 Penalty: 4965.297852
	Iteration 22Q: 3 clusters Score -2589451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2589470.250000 Penalty: 4965.297852
	Iteration 23Q: 3 clusters Score -2589470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2589483.000000 Penalty: 4965.297852
	Iteration 24Q: 3 clusters Score -2589483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2589492.250000 Penalty: 4965.297852
	Iteration 25Q: 3 clusters Score -2589492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2589499.500000 Penalty: 4965.297852
	Iteration 26Q: 3 clusters Score -2589500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2589516.000000 Penalty: 4965.297852
	Iteration 27Q: 3 clusters Score -2589516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2589513.750000 Penalty: 4965.297852
	Iteration 28Q: 3 clusters Score -2589514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2589516.250000 Penalty: 4965.297852
	Iteration 29Q: 3 clusters Score -2589516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2589517.750000 Penalty: 4965.297852
	Iteration 30Q: 3 clusters Score -2589518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2589526.500000 Penalty: 4965.297852
	Iteration 31Q: 3 clusters Score -2589526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2589524.750000 Penalty: 4965.297852
	Iteration 32Q: 3 clusters Score -2589525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2589543.000000 Penalty: 4965.297852
	Iteration 33Q: 3 clusters Score -2589543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2589556.500000 Penalty: 4965.297852
	Iteration 34Q: 3 clusters Score -2589556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2589561.500000 Penalty: 4965.297852
	Iteration 35Q: 3 clusters Score -2589562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2589561.000000 Penalty: 4965.297852
	Iteration 36Q: 3 clusters Score -2589561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2589562.750000 Penalty: 4965.297852
	Iteration 37Q: 3 clusters Score -2589563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2589563.250000 Penalty: 4965.297852
	Iteration 38Q: 3 clusters Score -2589563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2589564.250000 Penalty: 4965.297852
	Iteration 39Q: 3 clusters Score -2589564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2589570.500000 Penalty: 4965.297852
	Iteration 40F: 3 clusters Score -2589570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2589575.250000 Penalty: 4965.297852
	Iteration 41Q: 3 clusters Score -2589575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2589577.500000 Penalty: 4965.297852
	Iteration 42Q: 3 clusters Score -2589578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2589575.000000 Penalty: 4965.297852
	Iteration 43Q: 3 clusters Score -2589575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2589575.250000 Penalty: 4965.297852
	Iteration 44Q: 3 clusters Score -2589575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2589580.250000 Penalty: 4965.297852
	Iteration 45Q: 3 clusters Score -2589580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2589582.750000 Penalty: 4965.297852
	Iteration 46Q: 3 clusters Score -2589583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2589582.500000 Penalty: 4965.297852
	Iteration 47Q: 3 clusters Score -2589582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2589582.500000 Penalty: 4965.297852
	Iteration 48Q: 3 clusters Score -2589582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2589581.250000 Penalty: 4965.297852
	Iteration 49Q: 3 clusters Score -2589581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2589584.000000 Penalty: 4965.297852
	Iteration 50Q: 3 clusters Score -2589584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2589581.000000 Penalty: 4965.297852
	Iteration 51Q: 3 clusters Score -2589581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2589581.000000 Penalty: 4965.297852
	Iteration 52F: 3 clusters Score -2589581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -495865.906250 Penalty: 2088.383789
	Iteration 0F: 2 clusters Score -495865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -491623.937500 Penalty: 4176.767578
	Iteration 0F: 3 clusters Score -491623.9 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -492691.281250 Penalty: 4176.767578
	Iteration 1F: 3 clusters Score -492691.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -492957.250000 Penalty: 4176.767578
	Iteration 2F: 3 clusters Score -492957.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -493152.937500 Penalty: 4176.767578
	Iteration 3F: 3 clusters Score -493152.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -493317.250000 Penalty: 4176.767578
	Iteration 4Q: 3 clusters Score -493317.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -493478.218750 Penalty: 4176.767578
	Iteration 5Q: 3 clusters Score -493478.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -493752.750000 Penalty: 4176.767578
	Iteration 6Q: 3 clusters Score -493752.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -494211.437500 Penalty: 4176.767578
	Iteration 7F: 3 clusters Score -494211.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -495095.812500 Penalty: 4176.767578
	Iteration 8F: 3 clusters Score -495095.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -496033.875000 Penalty: 4176.767578
	Iteration 9F: 3 clusters Score -496033.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -496832.062500 Penalty: 4176.767578
	Iteration 10F: 3 clusters Score -496832.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -497377.718750 Penalty: 4176.767578
	Iteration 11F: 3 clusters Score -497377.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -497796.812500 Penalty: 4176.767578
	Iteration 12Q: 3 clusters Score -497796.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -498029.250000 Penalty: 4176.767578
	Iteration 13Q: 3 clusters Score -498029.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -498109.500000 Penalty: 4176.767578
	Iteration 14Q: 3 clusters Score -498109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -498129.937500 Penalty: 4176.767578
	Iteration 15Q: 3 clusters Score -498129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -498139.468750 Penalty: 4176.767578
	Iteration 16Q: 3 clusters Score -498139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -498146.562500 Penalty: 4176.767578
	Iteration 17Q: 3 clusters Score -498146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -498150.343750 Penalty: 4176.767578
	Iteration 18Q: 3 clusters Score -498150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -498151.062500 Penalty: 4176.767578
	Iteration 19Q: 3 clusters Score -498151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -498152.593750 Penalty: 4176.767578
	Iteration 20F: 3 clusters Score -498152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -498153.406250 Penalty: 4176.767578
	Iteration 21Q: 3 clusters Score -498153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -498153.406250 Penalty: 4176.767578
	Iteration 22F: 3 clusters Score -498153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 19922 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 57228 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 44261 members 
Mstep: Class 9 contains 210174 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 330857 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 50729 members 
Mstep: Class 15 contains 83332 members 
Mstep: Class 16 contains 131106 members 
Mstep: Class 17 contains 185870 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 72294 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 29664 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44951 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 664 members 
Mstep: Class 27 contains 1441 members 
Mstep: Class 28 contains 2935 members 
Entering Unmasked Estep 
Score: -183941808.000000 Penalty: 99245.718750
Splitting cluster 11 changes total score from -183940256.000000 to -183941808.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (330857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330857 members 
Entering Unmasked Estep 
Score: -38648116.000000 Penalty: 3151.941406
	Iteration 0F: 2 clusters Score -3.864812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 166051 members 
Entering Unmasked Estep 
Score: -38440328.000000 Penalty: 6303.882812
	Iteration 0F: 3 clusters Score -3.844033e+07 nChanged 160351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 175668 members 
Entering Unmasked Estep 
Score: -38535980.000000 Penalty: 6303.882812
	Iteration 1F: 3 clusters Score -3.853598e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 181260 members 
Entering Unmasked Estep 
Score: -38537848.000000 Penalty: 6303.882812
	Iteration 2Q: 3 clusters Score -3.853785e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140716 members 
Mstep: Class 2 contains 190141 members 
Entering Unmasked Estep 
Score: -38541096.000000 Penalty: 6303.882812
	Iteration 3Q: 3 clusters Score -3.85411e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126866 members 
Mstep: Class 2 contains 203991 members 
Entering Unmasked Estep 
Score: -38547600.000000 Penalty: 6303.882812
	Iteration 4Q: 3 clusters Score -3.85476e+07 nChanged 20530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 224373 members 
Entering Unmasked Estep 
Score: -38559880.000000 Penalty: 6303.882812
	Iteration 5F: 3 clusters Score -3.855988e+07 nChanged 27217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 251584 members 
Entering Unmasked Estep 
Score: -38581244.000000 Penalty: 6303.882812
	Iteration 6F: 3 clusters Score -3.858124e+07 nChanged 30783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 282367 members 
Entering Unmasked Estep 
Score: -38609764.000000 Penalty: 6303.882812
	Iteration 7F: 3 clusters Score -3.860976e+07 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 308080 members 
Entering Unmasked Estep 
Score: -38635156.000000 Penalty: 6303.882812
	Iteration 8F: 3 clusters Score -3.863516e+07 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 322331 members 
Entering Unmasked Estep 
Score: -38643896.000000 Penalty: 6303.882812
	Iteration 9Q: 3 clusters Score -3.86439e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 327660 members 
Entering Unmasked Estep 
Score: -38644932.000000 Penalty: 6303.882812
	Iteration 10Q: 3 clusters Score -3.864493e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 329421 members 
Entering Unmasked Estep 
Score: -38645180.000000 Penalty: 6303.882812
	Iteration 11Q: 3 clusters Score -3.864518e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 329961 members 
Entering Unmasked Estep 
Score: -38645448.000000 Penalty: 6303.882812
	Iteration 12Q: 3 clusters Score -3.864545e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 330178 members 
Entering Unmasked Estep 
Score: -38645512.000000 Penalty: 6303.882812
	Iteration 13Q: 3 clusters Score -3.864551e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 330271 members 
Entering Unmasked Estep 
Score: -38645560.000000 Penalty: 6303.882812
	Iteration 14Q: 3 clusters Score -3.864556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 330320 members 
Entering Unmasked Estep 
Score: -38645592.000000 Penalty: 6303.882812
	Iteration 15Q: 3 clusters Score -3.864559e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 330334 members 
Entering Unmasked Estep 
Score: -38645616.000000 Penalty: 6303.882812
	Iteration 16Q: 3 clusters Score -3.864562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 330348 members 
Entering Unmasked Estep 
Score: -38645640.000000 Penalty: 6303.882812
	Iteration 17Q: 3 clusters Score -3.864564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 330368 members 
Entering Unmasked Estep 
Score: -38645652.000000 Penalty: 6303.882812
	Iteration 18Q: 3 clusters Score -3.864565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 330377 members 
Entering Unmasked Estep 
Score: -38645640.000000 Penalty: 6303.882812
	Iteration 19Q: 3 clusters Score -3.864564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 330383 members 
Entering Unmasked Estep 
Score: -38645636.000000 Penalty: 6303.882812
	Iteration 20F: 3 clusters Score -3.864564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 330388 members 
Entering Unmasked Estep 
Score: -38645652.000000 Penalty: 6303.882812
	Iteration 21Q: 3 clusters Score -3.864565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 330394 members 
Entering Unmasked Estep 
Score: -38645632.000000 Penalty: 6303.882812
	Iteration 22Q: 3 clusters Score -3.864563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 330395 members 
Entering Unmasked Estep 
Score: -38645652.000000 Penalty: 6303.882812
	Iteration 23Q: 3 clusters Score -3.864565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 330394 members 
Entering Unmasked Estep 
Score: -38645676.000000 Penalty: 6303.882812
	Iteration 24Q: 3 clusters Score -3.864568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 330394 members 
Entering Unmasked Estep 
Score: -38645692.000000 Penalty: 6303.882812
	Iteration 25Q: 3 clusters Score -3.864569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 330393 members 
Entering Unmasked Estep 
Score: -38645700.000000 Penalty: 6303.882812
	Iteration 26Q: 3 clusters Score -3.86457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 330393 members 
Entering Unmasked Estep 
Score: -38645700.000000 Penalty: 6303.882812
	Iteration 27F: 3 clusters Score -3.86457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -376312.187500 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -376312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -372832.593750 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -372832.6 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -373615.343750 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -373615.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -373825.937500 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -373825.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373987.593750 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -373987.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -374117.968750 Penalty: 4033.385010
	Iteration 4Q: 3 clusters Score -374118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -374215.750000 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -374215.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -374288.062500 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -374288.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -374357.406250 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -374357.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -374413.343750 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -374413.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -374453.812500 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -374453.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -374494.781250 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -374494.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -374532.406250 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -374532.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374571.968750 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -374572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -374609.500000 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -374609.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -374653.687500 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -374653.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -374692.906250 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -374692.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -374742.937500 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -374742.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -374788.343750 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -374788.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -374833.500000 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -374833.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -374876.718750 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -374876.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -374909.531250 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -374909.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -374936.937500 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -374936.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -374955.750000 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -374955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -374966.718750 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -374966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -374975.437500 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -374975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -374981.000000 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -374981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -374987.781250 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -374987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -374991.875000 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -374991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -374993.000000 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -374993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -374993.000000 Penalty: 4033.385010
	Iteration 29F: 3 clusters Score -374993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Entering Unmasked Estep 
Score: -5976197.000000 Penalty: 2686.894775
	Iteration 0F: 2 clusters Score -5976197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5942020.000000 Penalty: 5373.789551
	Iteration 0F: 3 clusters Score -5942020 nChanged 23279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5954974.500000 Penalty: 5373.789551
	Iteration 1F: 3 clusters Score -5954974 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5955586.500000 Penalty: 5373.789551
	Iteration 2Q: 3 clusters Score -5955586 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5956258.500000 Penalty: 5373.789551
	Iteration 3Q: 3 clusters Score -5956258 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -5956933.500000 Penalty: 5373.789551
	Iteration 4Q: 3 clusters Score -5956934 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -5957756.500000 Penalty: 5373.789551
	Iteration 5Q: 3 clusters Score -5957756 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -5958877.500000 Penalty: 5373.789551
	Iteration 6Q: 3 clusters Score -5958878 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5960260.500000 Penalty: 5373.789551
	Iteration 7Q: 3 clusters Score -5960260 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5961763.500000 Penalty: 5373.789551
	Iteration 8F: 3 clusters Score -5961764 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5963181.000000 Penalty: 5373.789551
	Iteration 9F: 3 clusters Score -5963181 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5964423.500000 Penalty: 5373.789551
	Iteration 10F: 3 clusters Score -5964424 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5965386.000000 Penalty: 5373.789551
	Iteration 11Q: 3 clusters Score -5965386 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5966025.000000 Penalty: 5373.789551
	Iteration 12Q: 3 clusters Score -5966025 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -5966519.000000 Penalty: 5373.789551
	Iteration 13Q: 3 clusters Score -5966519 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5966820.500000 Penalty: 5373.789551
	Iteration 14Q: 3 clusters Score -5966820 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5967119.500000 Penalty: 5373.789551
	Iteration 15Q: 3 clusters Score -5967120 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5967273.000000 Penalty: 5373.789551
	Iteration 16Q: 3 clusters Score -5967273 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -5967454.000000 Penalty: 5373.789551
	Iteration 17Q: 3 clusters Score -5967454 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -5967625.500000 Penalty: 5373.789551
	Iteration 18Q: 3 clusters Score -5967626 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5967740.500000 Penalty: 5373.789551
	Iteration 19Q: 3 clusters Score -5967740 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5967880.500000 Penalty: 5373.789551
	Iteration 20F: 3 clusters Score -5967880 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5967952.500000 Penalty: 5373.789551
	Iteration 21Q: 3 clusters Score -5967952 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5968045.000000 Penalty: 5373.789551
	Iteration 22Q: 3 clusters Score -5968045 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -5968148.500000 Penalty: 5373.789551
	Iteration 23Q: 3 clusters Score -5968148 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -5968222.500000 Penalty: 5373.789551
	Iteration 24Q: 3 clusters Score -5968222 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5968341.500000 Penalty: 5373.789551
	Iteration 25Q: 3 clusters Score -5968342 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5968439.500000 Penalty: 5373.789551
	Iteration 26Q: 3 clusters Score -5968440 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5968558.000000 Penalty: 5373.789551
	Iteration 27Q: 3 clusters Score -5968558 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5968657.000000 Penalty: 5373.789551
	Iteration 28Q: 3 clusters Score -5968657 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -5968774.500000 Penalty: 5373.789551
	Iteration 29Q: 3 clusters Score -5968774 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5968889.500000 Penalty: 5373.789551
	Iteration 30Q: 3 clusters Score -5968890 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -5969010.500000 Penalty: 5373.789551
	Iteration 31Q: 3 clusters Score -5969010 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -5969188.500000 Penalty: 5373.789551
	Iteration 32Q: 3 clusters Score -5969188 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -5969401.000000 Penalty: 5373.789551
	Iteration 33Q: 3 clusters Score -5969401 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5969657.000000 Penalty: 5373.789551
	Iteration 34Q: 3 clusters Score -5969657 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -5969878.000000 Penalty: 5373.789551
	Iteration 35Q: 3 clusters Score -5969878 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5970076.000000 Penalty: 5373.789551
	Iteration 36Q: 3 clusters Score -5970076 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5970311.000000 Penalty: 5373.789551
	Iteration 37Q: 3 clusters Score -5970311 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5970501.500000 Penalty: 5373.789551
	Iteration 38Q: 3 clusters Score -5970502 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5970737.000000 Penalty: 5373.789551
	Iteration 39Q: 3 clusters Score -5970737 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5970960.500000 Penalty: 5373.789551
	Iteration 40F: 3 clusters Score -5970960 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -5971239.000000 Penalty: 5373.789551
	Iteration 41Q: 3 clusters Score -5971239 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5971542.000000 Penalty: 5373.789551
	Iteration 42Q: 3 clusters Score -5971542 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5971814.500000 Penalty: 5373.789551
	Iteration 43Q: 3 clusters Score -5971814 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5972084.000000 Penalty: 5373.789551
	Iteration 44Q: 3 clusters Score -5972084 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5972451.000000 Penalty: 5373.789551
	Iteration 45Q: 3 clusters Score -5972451 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5972672.500000 Penalty: 5373.789551
	Iteration 46Q: 3 clusters Score -5972672 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5972915.000000 Penalty: 5373.789551
	Iteration 47Q: 3 clusters Score -5972915 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5973202.500000 Penalty: 5373.789551
	Iteration 48Q: 3 clusters Score -5973202 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -5973471.500000 Penalty: 5373.789551
	Iteration 49Q: 3 clusters Score -5973472 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5973718.000000 Penalty: 5373.789551
	Iteration 50Q: 3 clusters Score -5973718 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5973995.500000 Penalty: 5373.789551
	Iteration 51Q: 3 clusters Score -5973996 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5974202.500000 Penalty: 5373.789551
	Iteration 52Q: 3 clusters Score -5974202 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -5974406.000000 Penalty: 5373.789551
	Iteration 53Q: 3 clusters Score -5974406 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -5974535.500000 Penalty: 5373.789551
	Iteration 54Q: 3 clusters Score -5974536 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5974651.000000 Penalty: 5373.789551
	Iteration 55Q: 3 clusters Score -5974651 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5974739.500000 Penalty: 5373.789551
	Iteration 56Q: 3 clusters Score -5974740 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -5974803.000000 Penalty: 5373.789551
	Iteration 57Q: 3 clusters Score -5974803 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -5974851.500000 Penalty: 5373.789551
	Iteration 58Q: 3 clusters Score -5974852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -5974912.500000 Penalty: 5373.789551
	Iteration 59Q: 3 clusters Score -5974912 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -5974953.000000 Penalty: 5373.789551
	Iteration 60F: 3 clusters Score -5974953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -5974999.000000 Penalty: 5373.789551
	Iteration 61Q: 3 clusters Score -5974999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -5975020.500000 Penalty: 5373.789551
	Iteration 62Q: 3 clusters Score -5975020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -5975037.000000 Penalty: 5373.789551
	Iteration 63Q: 3 clusters Score -5975037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -5975043.500000 Penalty: 5373.789551
	Iteration 64Q: 3 clusters Score -5975044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -5975052.000000 Penalty: 5373.789551
	Iteration 65Q: 3 clusters Score -5975052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -5975062.500000 Penalty: 5373.789551
	Iteration 66Q: 3 clusters Score -5975062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -5975076.500000 Penalty: 5373.789551
	Iteration 67Q: 3 clusters Score -5975076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -5975073.000000 Penalty: 5373.789551
	Iteration 68Q: 3 clusters Score -5975073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -5975070.000000 Penalty: 5373.789551
	Iteration 69Q: 3 clusters Score -5975070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5975083.500000 Penalty: 5373.789551
	Iteration 70Q: 3 clusters Score -5975084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -5975083.000000 Penalty: 5373.789551
	Iteration 71Q: 3 clusters Score -5975083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -5975086.500000 Penalty: 5373.789551
	Iteration 72Q: 3 clusters Score -5975086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -5975092.000000 Penalty: 5373.789551
	Iteration 73Q: 3 clusters Score -5975092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -5975081.500000 Penalty: 5373.789551
	Iteration 74Q: 3 clusters Score -5975082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -5975089.500000 Penalty: 5373.789551
	Iteration 75Q: 3 clusters Score -5975090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -5975090.500000 Penalty: 5373.789551
	Iteration 76Q: 3 clusters Score -5975090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -5975086.000000 Penalty: 5373.789551
	Iteration 77Q: 3 clusters Score -5975086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -5975084.000000 Penalty: 5373.789551
	Iteration 78Q: 3 clusters Score -5975084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -5975092.000000 Penalty: 5373.789551
	Iteration 79Q: 3 clusters Score -5975092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -5975089.000000 Penalty: 5373.789551
	Iteration 80F: 3 clusters Score -5975089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -5975092.500000 Penalty: 5373.789551
	Iteration 81Q: 3 clusters Score -5975092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -5975095.500000 Penalty: 5373.789551
	Iteration 82Q: 3 clusters Score -5975096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -5975092.500000 Penalty: 5373.789551
	Iteration 83Q: 3 clusters Score -5975092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -5975088.500000 Penalty: 5373.789551
	Iteration 84Q: 3 clusters Score -5975088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -5975097.000000 Penalty: 5373.789551
	Iteration 85Q: 3 clusters Score -5975097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -5975091.500000 Penalty: 5373.789551
	Iteration 86Q: 3 clusters Score -5975092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -5975094.000000 Penalty: 5373.789551
	Iteration 87Q: 3 clusters Score -5975094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5975088.000000 Penalty: 5373.789551
	Iteration 88Q: 3 clusters Score -5975088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -5975097.500000 Penalty: 5373.789551
	Iteration 89Q: 3 clusters Score -5975098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -5975096.000000 Penalty: 5373.789551
	Iteration 90Q: 3 clusters Score -5975096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -5975103.000000 Penalty: 5373.789551
	Iteration 91Q: 3 clusters Score -5975103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5975100.000000 Penalty: 5373.789551
	Iteration 92Q: 3 clusters Score -5975100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -5975103.000000 Penalty: 5373.789551
	Iteration 93Q: 3 clusters Score -5975103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -5975105.000000 Penalty: 5373.789551
	Iteration 94Q: 3 clusters Score -5975105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -5975117.500000 Penalty: 5373.789551
	Iteration 95Q: 3 clusters Score -5975118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -5975113.500000 Penalty: 5373.789551
	Iteration 96Q: 3 clusters Score -5975114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -5975114.000000 Penalty: 5373.789551
	Iteration 97Q: 3 clusters Score -5975114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -5975115.500000 Penalty: 5373.789551
	Iteration 98Q: 3 clusters Score -5975116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -5975117.500000 Penalty: 5373.789551
	Iteration 99Q: 3 clusters Score -5975118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -5975124.000000 Penalty: 5373.789551
	Iteration 100F: 3 clusters Score -5975124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Entering Unmasked Estep 
Score: -9706566.000000 Penalty: 2809.985840
	Iteration 0F: 2 clusters Score -9706566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -9650561.000000 Penalty: 5619.971680
	Iteration 0F: 3 clusters Score -9650561 nChanged 39312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -9672567.000000 Penalty: 5619.971680
	Iteration 1F: 3 clusters Score -9672567 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -9673249.000000 Penalty: 5619.971680
	Iteration 2Q: 3 clusters Score -9673249 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -9674148.000000 Penalty: 5619.971680
	Iteration 3Q: 3 clusters Score -9674148 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -9675387.000000 Penalty: 5619.971680
	Iteration 4Q: 3 clusters Score -9675387 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -9677032.000000 Penalty: 5619.971680
	Iteration 5Q: 3 clusters Score -9677032 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -9678860.000000 Penalty: 5619.971680
	Iteration 6F: 3 clusters Score -9678860 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -9680814.000000 Penalty: 5619.971680
	Iteration 7F: 3 clusters Score -9680814 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -9682650.000000 Penalty: 5619.971680
	Iteration 8F: 3 clusters Score -9682650 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -9684208.000000 Penalty: 5619.971680
	Iteration 9Q: 3 clusters Score -9684208 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -9685539.000000 Penalty: 5619.971680
	Iteration 10Q: 3 clusters Score -9685539 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -9686512.000000 Penalty: 5619.971680
	Iteration 11Q: 3 clusters Score -9686512 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -9687400.000000 Penalty: 5619.971680
	Iteration 12Q: 3 clusters Score -9687400 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -9688311.000000 Penalty: 5619.971680
	Iteration 13Q: 3 clusters Score -9688311 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -9689283.000000 Penalty: 5619.971680
	Iteration 14Q: 3 clusters Score -9689283 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -9690588.000000 Penalty: 5619.971680
	Iteration 15Q: 3 clusters Score -9690588 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -9692162.000000 Penalty: 5619.971680
	Iteration 16Q: 3 clusters Score -9692162 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -9693996.000000 Penalty: 5619.971680
	Iteration 17Q: 3 clusters Score -9693996 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -9695916.000000 Penalty: 5619.971680
	Iteration 18Q: 3 clusters Score -9695916 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -9698011.000000 Penalty: 5619.971680
	Iteration 19Q: 3 clusters Score -9698011 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -9699914.000000 Penalty: 5619.971680
	Iteration 20F: 3 clusters Score -9699914 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -9701567.000000 Penalty: 5619.971680
	Iteration 21Q: 3 clusters Score -9701567 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -9702746.000000 Penalty: 5619.971680
	Iteration 22Q: 3 clusters Score -9702746 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -9703568.000000 Penalty: 5619.971680
	Iteration 23Q: 3 clusters Score -9703568 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -9703985.000000 Penalty: 5619.971680
	Iteration 24Q: 3 clusters Score -9703985 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -9704289.000000 Penalty: 5619.971680
	Iteration 25Q: 3 clusters Score -9704289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -9704476.000000 Penalty: 5619.971680
	Iteration 26Q: 3 clusters Score -9704476 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -9704579.000000 Penalty: 5619.971680
	Iteration 27Q: 3 clusters Score -9704579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -9704620.000000 Penalty: 5619.971680
	Iteration 28Q: 3 clusters Score -9704620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -9704681.000000 Penalty: 5619.971680
	Iteration 29Q: 3 clusters Score -9704681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -9704701.000000 Penalty: 5619.971680
	Iteration 30Q: 3 clusters Score -9704701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -9704714.000000 Penalty: 5619.971680
	Iteration 31Q: 3 clusters Score -9704714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -9704744.000000 Penalty: 5619.971680
	Iteration 32Q: 3 clusters Score -9704744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -9704755.000000 Penalty: 5619.971680
	Iteration 33Q: 3 clusters Score -9704755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -9704767.000000 Penalty: 5619.971680
	Iteration 34Q: 3 clusters Score -9704767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -9704768.000000 Penalty: 5619.971680
	Iteration 35Q: 3 clusters Score -9704768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -9704768.000000 Penalty: 5619.971680
	Iteration 36Q: 3 clusters Score -9704768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -9704764.000000 Penalty: 5619.971680
	Iteration 37Q: 3 clusters Score -9704764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -9704763.000000 Penalty: 5619.971680
	Iteration 38Q: 3 clusters Score -9704763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -9704763.000000 Penalty: 5619.971680
	Iteration 39F: 3 clusters Score -9704763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131106 members 
Entering Unmasked Estep 
Score: -15417242.000000 Penalty: 2922.372803
	Iteration 0F: 2 clusters Score -1.541724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -15329800.000000 Penalty: 5844.745605
	Iteration 0F: 3 clusters Score -1.53298e+07 nChanged 62511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -15366427.000000 Penalty: 5844.745605
	Iteration 1F: 3 clusters Score -1.536643e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -15367785.000000 Penalty: 5844.745605
	Iteration 2Q: 3 clusters Score -1.536778e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -15369656.000000 Penalty: 5844.745605
	Iteration 3Q: 3 clusters Score -1.536966e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -15372302.000000 Penalty: 5844.745605
	Iteration 4Q: 3 clusters Score -1.53723e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -15375878.000000 Penalty: 5844.745605
	Iteration 5Q: 3 clusters Score -1.537588e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -15379798.000000 Penalty: 5844.745605
	Iteration 6F: 3 clusters Score -1.53798e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -15383880.000000 Penalty: 5844.745605
	Iteration 7F: 3 clusters Score -1.538388e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -15388034.000000 Penalty: 5844.745605
	Iteration 8F: 3 clusters Score -1.538803e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -15392248.000000 Penalty: 5844.745605
	Iteration 9F: 3 clusters Score -1.539225e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -15396374.000000 Penalty: 5844.745605
	Iteration 10Q: 3 clusters Score -1.539637e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -15399770.000000 Penalty: 5844.745605
	Iteration 11Q: 3 clusters Score -1.539977e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -15401970.000000 Penalty: 5844.745605
	Iteration 12Q: 3 clusters Score -1.540197e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -15403221.000000 Penalty: 5844.745605
	Iteration 13Q: 3 clusters Score -1.540322e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -15404207.000000 Penalty: 5844.745605
	Iteration 14Q: 3 clusters Score -1.540421e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -15404980.000000 Penalty: 5844.745605
	Iteration 15Q: 3 clusters Score -1.540498e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -15405805.000000 Penalty: 5844.745605
	Iteration 16Q: 3 clusters Score -1.54058e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -15406677.000000 Penalty: 5844.745605
	Iteration 17Q: 3 clusters Score -1.540668e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -15407524.000000 Penalty: 5844.745605
	Iteration 18Q: 3 clusters Score -1.540752e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -15408230.000000 Penalty: 5844.745605
	Iteration 19Q: 3 clusters Score -1.540823e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -15408889.000000 Penalty: 5844.745605
	Iteration 20F: 3 clusters Score -1.540889e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -15409382.000000 Penalty: 5844.745605
	Iteration 21Q: 3 clusters Score -1.540938e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -15409947.000000 Penalty: 5844.745605
	Iteration 22Q: 3 clusters Score -1.540995e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -15410638.000000 Penalty: 5844.745605
	Iteration 23Q: 3 clusters Score -1.541064e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120940 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -15411296.000000 Penalty: 5844.745605
	Iteration 24Q: 3 clusters Score -1.54113e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122160 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -15411911.000000 Penalty: 5844.745605
	Iteration 25Q: 3 clusters Score -1.541191e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -15412452.000000 Penalty: 5844.745605
	Iteration 26Q: 3 clusters Score -1.541245e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124295 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -15412980.000000 Penalty: 5844.745605
	Iteration 27Q: 3 clusters Score -1.541298e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -15413348.000000 Penalty: 5844.745605
	Iteration 28Q: 3 clusters Score -1.541335e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -15413689.000000 Penalty: 5844.745605
	Iteration 29Q: 3 clusters Score -1.541369e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -15413952.000000 Penalty: 5844.745605
	Iteration 30Q: 3 clusters Score -1.541395e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -15414192.000000 Penalty: 5844.745605
	Iteration 31Q: 3 clusters Score -1.541419e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -15414308.000000 Penalty: 5844.745605
	Iteration 32Q: 3 clusters Score -1.541431e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -15414419.000000 Penalty: 5844.745605
	Iteration 33Q: 3 clusters Score -1.541442e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -15414515.000000 Penalty: 5844.745605
	Iteration 34Q: 3 clusters Score -1.541452e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15414614.000000 Penalty: 5844.745605
	Iteration 35Q: 3 clusters Score -1.541461e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -15414636.000000 Penalty: 5844.745605
	Iteration 36Q: 3 clusters Score -1.541464e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15414657.000000 Penalty: 5844.745605
	Iteration 37Q: 3 clusters Score -1.541466e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -15414662.000000 Penalty: 5844.745605
	Iteration 38Q: 3 clusters Score -1.541466e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -15414722.000000 Penalty: 5844.745605
	Iteration 39Q: 3 clusters Score -1.541472e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -15414746.000000 Penalty: 5844.745605
	Iteration 40F: 3 clusters Score -1.541475e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128657 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -15414786.000000 Penalty: 5844.745605
	Iteration 41Q: 3 clusters Score -1.541479e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -15414784.000000 Penalty: 5844.745605
	Iteration 42Q: 3 clusters Score -1.541478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -15414801.000000 Penalty: 5844.745605
	Iteration 43Q: 3 clusters Score -1.54148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128838 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15414812.000000 Penalty: 5844.745605
	Iteration 44Q: 3 clusters Score -1.541481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -15414827.000000 Penalty: 5844.745605
	Iteration 45Q: 3 clusters Score -1.541483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -15414860.000000 Penalty: 5844.745605
	Iteration 46Q: 3 clusters Score -1.541486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15414861.000000 Penalty: 5844.745605
	Iteration 47Q: 3 clusters Score -1.541486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15414852.000000 Penalty: 5844.745605
	Iteration 48Q: 3 clusters Score -1.541485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129029 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15414855.000000 Penalty: 5844.745605
	Iteration 49Q: 3 clusters Score -1.541486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -15414866.000000 Penalty: 5844.745605
	Iteration 50Q: 3 clusters Score -1.541487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129110 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15414878.000000 Penalty: 5844.745605
	Iteration 51Q: 3 clusters Score -1.541488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15414869.000000 Penalty: 5844.745605
	Iteration 52Q: 3 clusters Score -1.541487e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -15414889.000000 Penalty: 5844.745605
	Iteration 53Q: 3 clusters Score -1.541489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129219 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -15414909.000000 Penalty: 5844.745605
	Iteration 54Q: 3 clusters Score -1.541491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -15414915.000000 Penalty: 5844.745605
	Iteration 55Q: 3 clusters Score -1.541492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -15414935.000000 Penalty: 5844.745605
	Iteration 56Q: 3 clusters Score -1.541494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129277 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15414951.000000 Penalty: 5844.745605
	Iteration 57Q: 3 clusters Score -1.541495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129295 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -15414934.000000 Penalty: 5844.745605
	Iteration 58Q: 3 clusters Score -1.541493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15414926.000000 Penalty: 5844.745605
	Iteration 59Q: 3 clusters Score -1.541493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15414946.000000 Penalty: 5844.745605
	Iteration 60F: 3 clusters Score -1.541495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15414961.000000 Penalty: 5844.745605
	Iteration 61Q: 3 clusters Score -1.541496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -15414969.000000 Penalty: 5844.745605
	Iteration 62Q: 3 clusters Score -1.541497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15414969.000000 Penalty: 5844.745605
	Iteration 63Q: 3 clusters Score -1.541497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129381 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15414968.000000 Penalty: 5844.745605
	Iteration 64Q: 3 clusters Score -1.541497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15414968.000000 Penalty: 5844.745605
	Iteration 65Q: 3 clusters Score -1.541497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129412 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15414943.000000 Penalty: 5844.745605
	Iteration 66Q: 3 clusters Score -1.541494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129427 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -15414955.000000 Penalty: 5844.745605
	Iteration 67Q: 3 clusters Score -1.541496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -15414961.000000 Penalty: 5844.745605
	Iteration 68Q: 3 clusters Score -1.541496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129446 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15414963.000000 Penalty: 5844.745605
	Iteration 69Q: 3 clusters Score -1.541496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129460 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15414962.000000 Penalty: 5844.745605
	Iteration 70Q: 3 clusters Score -1.541496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129468 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -15414970.000000 Penalty: 5844.745605
	Iteration 71Q: 3 clusters Score -1.541497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15414981.000000 Penalty: 5844.745605
	Iteration 72Q: 3 clusters Score -1.541498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -15414969.000000 Penalty: 5844.745605
	Iteration 73Q: 3 clusters Score -1.541497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15414982.000000 Penalty: 5844.745605
	Iteration 74Q: 3 clusters Score -1.541498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129499 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15414993.000000 Penalty: 5844.745605
	Iteration 75Q: 3 clusters Score -1.541499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129508 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15414992.000000 Penalty: 5844.745605
	Iteration 76Q: 3 clusters Score -1.541499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129510 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15414994.000000 Penalty: 5844.745605
	Iteration 77Q: 3 clusters Score -1.541499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129511 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15414995.000000 Penalty: 5844.745605
	Iteration 78Q: 3 clusters Score -1.5415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129515 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15415005.000000 Penalty: 5844.745605
	Iteration 79Q: 3 clusters Score -1.5415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15415021.000000 Penalty: 5844.745605
	Iteration 80F: 3 clusters Score -1.541502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129529 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15415026.000000 Penalty: 5844.745605
	Iteration 81Q: 3 clusters Score -1.541503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15415027.000000 Penalty: 5844.745605
	Iteration 82Q: 3 clusters Score -1.541503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15415015.000000 Penalty: 5844.745605
	Iteration 83Q: 3 clusters Score -1.541502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15415010.000000 Penalty: 5844.745605
	Iteration 84Q: 3 clusters Score -1.541501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15415009.000000 Penalty: 5844.745605
	Iteration 85Q: 3 clusters Score -1.541501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129565 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15415004.000000 Penalty: 5844.745605
	Iteration 86Q: 3 clusters Score -1.5415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15415002.000000 Penalty: 5844.745605
	Iteration 87Q: 3 clusters Score -1.5415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -15415011.000000 Penalty: 5844.745605
	Iteration 88Q: 3 clusters Score -1.541501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129586 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15415009.000000 Penalty: 5844.745605
	Iteration 89Q: 3 clusters Score -1.541501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129597 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15415006.000000 Penalty: 5844.745605
	Iteration 90Q: 3 clusters Score -1.541501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -15415010.000000 Penalty: 5844.745605
	Iteration 91Q: 3 clusters Score -1.541501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15415025.000000 Penalty: 5844.745605
	Iteration 92Q: 3 clusters Score -1.541502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129624 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15415024.000000 Penalty: 5844.745605
	Iteration 93Q: 3 clusters Score -1.541502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15415023.000000 Penalty: 5844.745605
	Iteration 94Q: 3 clusters Score -1.541502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129629 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15415018.000000 Penalty: 5844.745605
	Iteration 95Q: 3 clusters Score -1.541502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129636 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15415028.000000 Penalty: 5844.745605
	Iteration 96Q: 3 clusters Score -1.541503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -15415044.000000 Penalty: 5844.745605
	Iteration 97Q: 3 clusters Score -1.541504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15415040.000000 Penalty: 5844.745605
	Iteration 98Q: 3 clusters Score -1.541504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15415033.000000 Penalty: 5844.745605
	Iteration 99Q: 3 clusters Score -1.541503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15415036.000000 Penalty: 5844.745605
	Iteration 100F: 3 clusters Score -1.541504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15415040.000000 Penalty: 5844.745605
	Iteration 101Q: 3 clusters Score -1.541504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15415059.000000 Penalty: 5844.745605
	Iteration 102Q: 3 clusters Score -1.541506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -15415051.000000 Penalty: 5844.745605
	Iteration 103Q: 3 clusters Score -1.541505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15415053.000000 Penalty: 5844.745605
	Iteration 104Q: 3 clusters Score -1.541505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -15415053.000000 Penalty: 5844.745605
	Iteration 105Q: 3 clusters Score -1.541505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129695 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15415052.000000 Penalty: 5844.745605
	Iteration 106Q: 3 clusters Score -1.541505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129699 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -15415052.000000 Penalty: 5844.745605
	Iteration 107Q: 3 clusters Score -1.541505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15415050.000000 Penalty: 5844.745605
	Iteration 108Q: 3 clusters Score -1.541505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15415053.000000 Penalty: 5844.745605
	Iteration 109Q: 3 clusters Score -1.541505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129707 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -15415054.000000 Penalty: 5844.745605
	Iteration 110Q: 3 clusters Score -1.541505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -15415050.000000 Penalty: 5844.745605
	Iteration 111Q: 3 clusters Score -1.541505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15415057.000000 Penalty: 5844.745605
	Iteration 112Q: 3 clusters Score -1.541506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15415056.000000 Penalty: 5844.745605
	Iteration 113Q: 3 clusters Score -1.541506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15415061.000000 Penalty: 5844.745605
	Iteration 114Q: 3 clusters Score -1.541506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15415066.000000 Penalty: 5844.745605
	Iteration 115Q: 3 clusters Score -1.541507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129725 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15415049.000000 Penalty: 5844.745605
	Iteration 116Q: 3 clusters Score -1.541505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15415046.000000 Penalty: 5844.745605
	Iteration 117Q: 3 clusters Score -1.541505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129737 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15415048.000000 Penalty: 5844.745605
	Iteration 118Q: 3 clusters Score -1.541505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129737 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15415046.000000 Penalty: 5844.745605
	Iteration 119Q: 3 clusters Score -1.541505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15415056.000000 Penalty: 5844.745605
	Iteration 120F: 3 clusters Score -1.541506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -15415056.000000 Penalty: 5844.745605
	Iteration 121Q: 3 clusters Score -1.541506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15415053.000000 Penalty: 5844.745605
	Iteration 122Q: 3 clusters Score -1.541505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15415069.000000 Penalty: 5844.745605
	Iteration 123Q: 3 clusters Score -1.541507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15415065.000000 Penalty: 5844.745605
	Iteration 124Q: 3 clusters Score -1.541506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -15415049.000000 Penalty: 5844.745605
	Iteration 125Q: 3 clusters Score -1.541505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15415045.000000 Penalty: 5844.745605
	Iteration 126Q: 3 clusters Score -1.541504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15415047.000000 Penalty: 5844.745605
	Iteration 127Q: 3 clusters Score -1.541505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15415057.000000 Penalty: 5844.745605
	Iteration 128Q: 3 clusters Score -1.541506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15415049.000000 Penalty: 5844.745605
	Iteration 129Q: 3 clusters Score -1.541505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15415056.000000 Penalty: 5844.745605
	Iteration 130Q: 3 clusters Score -1.541506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15415052.000000 Penalty: 5844.745605
	Iteration 131Q: 3 clusters Score -1.541505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15415052.000000 Penalty: 5844.745605
	Iteration 132F: 3 clusters Score -1.541505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (185870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185870 members 
Entering Unmasked Estep 
Score: -21837536.000000 Penalty: 3008.935059
	Iteration 0F: 2 clusters Score -2.183754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -21715186.000000 Penalty: 6017.870117
	Iteration 0F: 3 clusters Score -2.171519e+07 nChanged 89507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -21767480.000000 Penalty: 6017.870117
	Iteration 1F: 3 clusters Score -2.176748e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -21769022.000000 Penalty: 6017.870117
	Iteration 2Q: 3 clusters Score -2.176902e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -21770796.000000 Penalty: 6017.870117
	Iteration 3Q: 3 clusters Score -2.17708e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -21772872.000000 Penalty: 6017.870117
	Iteration 4Q: 3 clusters Score -2.177287e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -21776880.000000 Penalty: 6017.870117
	Iteration 5Q: 3 clusters Score -2.177688e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 126842 members 
Entering Unmasked Estep 
Score: -21783770.000000 Penalty: 6017.870117
	Iteration 6F: 3 clusters Score -2.178377e+07 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -21794874.000000 Penalty: 6017.870117
	Iteration 7F: 3 clusters Score -2.179487e+07 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -21809158.000000 Penalty: 6017.870117
	Iteration 8F: 3 clusters Score -2.180916e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 170567 members 
Entering Unmasked Estep 
Score: -21821848.000000 Penalty: 6017.870117
	Iteration 9F: 3 clusters Score -2.182185e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -21829696.000000 Penalty: 6017.870117
	Iteration 10Q: 3 clusters Score -2.18297e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 183314 members 
Entering Unmasked Estep 
Score: -21833020.000000 Penalty: 6017.870117
	Iteration 11Q: 3 clusters Score -2.183302e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 184685 members 
Entering Unmasked Estep 
Score: -21834134.000000 Penalty: 6017.870117
	Iteration 12Q: 3 clusters Score -2.183413e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 185153 members 
Entering Unmasked Estep 
Score: -21834526.000000 Penalty: 6017.870117
	Iteration 13Q: 3 clusters Score -2.183453e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 185307 members 
Entering Unmasked Estep 
Score: -21834698.000000 Penalty: 6017.870117
	Iteration 14Q: 3 clusters Score -2.18347e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 185374 members 
Entering Unmasked Estep 
Score: -21834766.000000 Penalty: 6017.870117
	Iteration 15Q: 3 clusters Score -2.183477e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 185414 members 
Entering Unmasked Estep 
Score: -21834822.000000 Penalty: 6017.870117
	Iteration 16Q: 3 clusters Score -2.183482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -21834882.000000 Penalty: 6017.870117
	Iteration 17Q: 3 clusters Score -2.183488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 185448 members 
Entering Unmasked Estep 
Score: -21834896.000000 Penalty: 6017.870117
	Iteration 18Q: 3 clusters Score -2.18349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -21834890.000000 Penalty: 6017.870117
	Iteration 19Q: 3 clusters Score -2.183489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -21834904.000000 Penalty: 6017.870117
	Iteration 20F: 3 clusters Score -2.18349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 185469 members 
Entering Unmasked Estep 
Score: -21834916.000000 Penalty: 6017.870117
	Iteration 21Q: 3 clusters Score -2.183492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 185477 members 
Entering Unmasked Estep 
Score: -21834922.000000 Penalty: 6017.870117
	Iteration 22Q: 3 clusters Score -2.183492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 185473 members 
Entering Unmasked Estep 
Score: -21834954.000000 Penalty: 6017.870117
	Iteration 23Q: 3 clusters Score -2.183495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 185476 members 
Entering Unmasked Estep 
Score: -21834960.000000 Penalty: 6017.870117
	Iteration 24Q: 3 clusters Score -2.183496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 185475 members 
Entering Unmasked Estep 
Score: -21834958.000000 Penalty: 6017.870117
	Iteration 25Q: 3 clusters Score -2.183496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 185477 members 
Entering Unmasked Estep 
Score: -21834976.000000 Penalty: 6017.870117
	Iteration 26Q: 3 clusters Score -2.183498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 185480 members 
Entering Unmasked Estep 
Score: -21834990.000000 Penalty: 6017.870117
	Iteration 27Q: 3 clusters Score -2.183499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 185477 members 
Entering Unmasked Estep 
Score: -21834990.000000 Penalty: 6017.870117
	Iteration 28Q: 3 clusters Score -2.183499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -21835004.000000 Penalty: 6017.870117
	Iteration 29Q: 3 clusters Score -2.1835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -21834988.000000 Penalty: 6017.870117
	Iteration 30Q: 3 clusters Score -2.183499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 185473 members 
Entering Unmasked Estep 
Score: -21834988.000000 Penalty: 6017.870117
	Iteration 31Q: 3 clusters Score -2.183499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -21834996.000000 Penalty: 6017.870117
	Iteration 32Q: 3 clusters Score -2.1835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -21834996.000000 Penalty: 6017.870117
	Iteration 33Q: 3 clusters Score -2.1835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -21835010.000000 Penalty: 6017.870117
	Iteration 34Q: 3 clusters Score -2.183501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -21835008.000000 Penalty: 6017.870117
	Iteration 35Q: 3 clusters Score -2.183501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -21835008.000000 Penalty: 6017.870117
	Iteration 36F: 3 clusters Score -2.183501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -474405.062500 Penalty: 2073.703857
	Iteration 0F: 2 clusters Score -474405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -470325.625000 Penalty: 4147.407715
	Iteration 0F: 3 clusters Score -470325.6 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -471219.500000 Penalty: 4147.407715
	Iteration 1F: 3 clusters Score -471219.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -471406.531250 Penalty: 4147.407715
	Iteration 2F: 3 clusters Score -471406.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -471536.125000 Penalty: 4147.407715
	Iteration 3Q: 3 clusters Score -471536.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -471646.031250 Penalty: 4147.407715
	Iteration 4Q: 3 clusters Score -471646 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -471761.343750 Penalty: 4147.407715
	Iteration 5Q: 3 clusters Score -471761.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -471915.718750 Penalty: 4147.407715
	Iteration 6Q: 3 clusters Score -471915.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -472142.187500 Penalty: 4147.407715
	Iteration 7Q: 3 clusters Score -472142.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -472434.531250 Penalty: 4147.407715
	Iteration 8F: 3 clusters Score -472434.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -472747.500000 Penalty: 4147.407715
	Iteration 9F: 3 clusters Score -472747.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -473092.093750 Penalty: 4147.407715
	Iteration 10F: 3 clusters Score -473092.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -473368.468750 Penalty: 4147.407715
	Iteration 11F: 3 clusters Score -473368.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -473575.937500 Penalty: 4147.407715
	Iteration 12Q: 3 clusters Score -473575.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -473729.156250 Penalty: 4147.407715
	Iteration 13Q: 3 clusters Score -473729.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -473838.125000 Penalty: 4147.407715
	Iteration 14Q: 3 clusters Score -473838.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -473903.031250 Penalty: 4147.407715
	Iteration 15Q: 3 clusters Score -473903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -473953.718750 Penalty: 4147.407715
	Iteration 16Q: 3 clusters Score -473953.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -473981.468750 Penalty: 4147.407715
	Iteration 17Q: 3 clusters Score -473981.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -473998.250000 Penalty: 4147.407715
	Iteration 18Q: 3 clusters Score -473998.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -474008.656250 Penalty: 4147.407715
	Iteration 19Q: 3 clusters Score -474008.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -474021.187500 Penalty: 4147.407715
	Iteration 20F: 3 clusters Score -474021.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -474028.718750 Penalty: 4147.407715
	Iteration 21Q: 3 clusters Score -474028.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -474033.562500 Penalty: 4147.407715
	Iteration 22Q: 3 clusters Score -474033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -474038.906250 Penalty: 4147.407715
	Iteration 23Q: 3 clusters Score -474038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -474041.062500 Penalty: 4147.407715
	Iteration 24Q: 3 clusters Score -474041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -474043.187500 Penalty: 4147.407715
	Iteration 25Q: 3 clusters Score -474043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -474044.718750 Penalty: 4147.407715
	Iteration 26Q: 3 clusters Score -474044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -474045.250000 Penalty: 4147.407715
	Iteration 27Q: 3 clusters Score -474045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -474046.781250 Penalty: 4147.407715
	Iteration 28Q: 3 clusters Score -474046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -474048.093750 Penalty: 4147.407715
	Iteration 29Q: 3 clusters Score -474048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -474050.000000 Penalty: 4147.407715
	Iteration 30Q: 3 clusters Score -474050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -474050.906250 Penalty: 4147.407715
	Iteration 31Q: 3 clusters Score -474050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -474052.375000 Penalty: 4147.407715
	Iteration 32Q: 3 clusters Score -474052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474053.250000 Penalty: 4147.407715
	Iteration 33Q: 3 clusters Score -474053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474053.281250 Penalty: 4147.407715
	Iteration 34Q: 3 clusters Score -474053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -474053.937500 Penalty: 4147.407715
	Iteration 35Q: 3 clusters Score -474053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -474055.375000 Penalty: 4147.407715
	Iteration 36Q: 3 clusters Score -474055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -474055.375000 Penalty: 4147.407715
	Iteration 37F: 3 clusters Score -474055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (72294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Entering Unmasked Estep 
Score: -8255863.000000 Penalty: 2774.747070
	Iteration 0F: 2 clusters Score -8255863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -8207459.500000 Penalty: 5549.494141
	Iteration 0F: 3 clusters Score -8207460 nChanged 33715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -8226562.500000 Penalty: 5549.494141
	Iteration 1F: 3 clusters Score -8226562 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8227067.500000 Penalty: 5549.494141
	Iteration 2Q: 3 clusters Score -8227068 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -8227496.500000 Penalty: 5549.494141
	Iteration 3Q: 3 clusters Score -8227496 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -8227816.000000 Penalty: 5549.494141
	Iteration 4Q: 3 clusters Score -8227816 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8228212.000000 Penalty: 5549.494141
	Iteration 5Q: 3 clusters Score -8228212 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -8228587.500000 Penalty: 5549.494141
	Iteration 6Q: 3 clusters Score -8228588 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -8229118.000000 Penalty: 5549.494141
	Iteration 7Q: 3 clusters Score -8229118 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -8229914.000000 Penalty: 5549.494141
	Iteration 8Q: 3 clusters Score -8229914 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -8231311.000000 Penalty: 5549.494141
	Iteration 9Q: 3 clusters Score -8231311 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -8233787.000000 Penalty: 5549.494141
	Iteration 10F: 3 clusters Score -8233787 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -8237602.500000 Penalty: 5549.494141
	Iteration 11F: 3 clusters Score -8237602 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -8242707.500000 Penalty: 5549.494141
	Iteration 12F: 3 clusters Score -8242708 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -8247616.500000 Penalty: 5549.494141
	Iteration 13F: 3 clusters Score -8247616 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8250776.000000 Penalty: 5549.494141
	Iteration 14Q: 3 clusters Score -8250776 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -8252367.500000 Penalty: 5549.494141
	Iteration 15Q: 3 clusters Score -8252368 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -8253008.000000 Penalty: 5549.494141
	Iteration 16Q: 3 clusters Score -8253008 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -8253281.500000 Penalty: 5549.494141
	Iteration 17Q: 3 clusters Score -8253282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -8253388.000000 Penalty: 5549.494141
	Iteration 18Q: 3 clusters Score -8253388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -8253459.500000 Penalty: 5549.494141
	Iteration 19Q: 3 clusters Score -8253460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -8253497.000000 Penalty: 5549.494141
	Iteration 20F: 3 clusters Score -8253497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -8253525.000000 Penalty: 5549.494141
	Iteration 21Q: 3 clusters Score -8253525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -8253537.500000 Penalty: 5549.494141
	Iteration 22Q: 3 clusters Score -8253538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -8253543.000000 Penalty: 5549.494141
	Iteration 23Q: 3 clusters Score -8253543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -8253549.500000 Penalty: 5549.494141
	Iteration 24Q: 3 clusters Score -8253550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -8253552.000000 Penalty: 5549.494141
	Iteration 25Q: 3 clusters Score -8253552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -8253551.500000 Penalty: 5549.494141
	Iteration 26Q: 3 clusters Score -8253552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -8253552.500000 Penalty: 5549.494141
	Iteration 27Q: 3 clusters Score -8253552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -8253557.500000 Penalty: 5549.494141
	Iteration 28Q: 3 clusters Score -8253558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -8253558.000000 Penalty: 5549.494141
	Iteration 29Q: 3 clusters Score -8253558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -8253555.000000 Penalty: 5549.494141
	Iteration 30Q: 3 clusters Score -8253555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -8253555.000000 Penalty: 5549.494141
	Iteration 31F: 3 clusters Score -8253555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -127590.453125 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -127590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125543.195312 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -125543.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -126505.890625 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -126505.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -127338.453125 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -127338.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -127803.640625 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -127803.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128040.570312 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -128040.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128162.671875 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -128162.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128635.937500 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -128635.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129281.351562 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -129281.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -129369.101562 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -129369.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129496.890625 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -129496.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129723.218750 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -129723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -129855.273438 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -129855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129860.867188 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -129860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -129863.367188 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -129863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129865.703125 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -129865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -129865.703125 Penalty: 3563.575928
	Iteration 15F: 3 clusters Score -129865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 19922 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 57228 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 44261 members 
Mstep: Class 9 contains 210174 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 330857 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 50729 members 
Mstep: Class 15 contains 83332 members 
Mstep: Class 16 contains 131106 members 
Mstep: Class 17 contains 185870 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 72294 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 29664 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44951 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 664 members 
Mstep: Class 27 contains 1441 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 812 members 
Entering Unmasked Estep 
Score: -183942160.000000 Penalty: 102790.210938
Splitting cluster 20 changes total score from -183940256.000000 to -183942160.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (29664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Entering Unmasked Estep 
Score: -3518428.750000 Penalty: 2553.826904
	Iteration 0F: 2 clusters Score -3518429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3498040.750000 Penalty: 5107.653809
	Iteration 0F: 3 clusters Score -3498041 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3505275.250000 Penalty: 5107.653809
	Iteration 1F: 3 clusters Score -3505275 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3505719.250000 Penalty: 5107.653809
	Iteration 2Q: 3 clusters Score -3505719 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3506151.750000 Penalty: 5107.653809
	Iteration 3Q: 3 clusters Score -3506152 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3506650.500000 Penalty: 5107.653809
	Iteration 4Q: 3 clusters Score -3506650 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3507228.750000 Penalty: 5107.653809
	Iteration 5Q: 3 clusters Score -3507229 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3508037.500000 Penalty: 5107.653809
	Iteration 6Q: 3 clusters Score -3508038 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3509050.250000 Penalty: 5107.653809
	Iteration 7F: 3 clusters Score -3509050 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3510368.500000 Penalty: 5107.653809
	Iteration 8F: 3 clusters Score -3510368 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3511878.750000 Penalty: 5107.653809
	Iteration 9F: 3 clusters Score -3511879 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3513322.250000 Penalty: 5107.653809
	Iteration 10F: 3 clusters Score -3513322 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3514368.500000 Penalty: 5107.653809
	Iteration 11Q: 3 clusters Score -3514368 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3514864.250000 Penalty: 5107.653809
	Iteration 12Q: 3 clusters Score -3514864 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3515145.750000 Penalty: 5107.653809
	Iteration 13Q: 3 clusters Score -3515146 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3515309.750000 Penalty: 5107.653809
	Iteration 14Q: 3 clusters Score -3515310 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3515450.250000 Penalty: 5107.653809
	Iteration 15Q: 3 clusters Score -3515450 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3515573.250000 Penalty: 5107.653809
	Iteration 16Q: 3 clusters Score -3515573 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3515681.750000 Penalty: 5107.653809
	Iteration 17Q: 3 clusters Score -3515682 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3515773.500000 Penalty: 5107.653809
	Iteration 18Q: 3 clusters Score -3515774 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3515850.250000 Penalty: 5107.653809
	Iteration 19Q: 3 clusters Score -3515850 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3515937.250000 Penalty: 5107.653809
	Iteration 20F: 3 clusters Score -3515937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3516013.750000 Penalty: 5107.653809
	Iteration 21Q: 3 clusters Score -3516014 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3516064.000000 Penalty: 5107.653809
	Iteration 22Q: 3 clusters Score -3516064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3516115.500000 Penalty: 5107.653809
	Iteration 23Q: 3 clusters Score -3516116 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3516176.500000 Penalty: 5107.653809
	Iteration 24Q: 3 clusters Score -3516176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3516221.000000 Penalty: 5107.653809
	Iteration 25Q: 3 clusters Score -3516221 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3516256.250000 Penalty: 5107.653809
	Iteration 26Q: 3 clusters Score -3516256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3516283.500000 Penalty: 5107.653809
	Iteration 27Q: 3 clusters Score -3516284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3516338.500000 Penalty: 5107.653809
	Iteration 28Q: 3 clusters Score -3516338 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3516386.750000 Penalty: 5107.653809
	Iteration 29Q: 3 clusters Score -3516387 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3516410.750000 Penalty: 5107.653809
	Iteration 30Q: 3 clusters Score -3516411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3516446.000000 Penalty: 5107.653809
	Iteration 31Q: 3 clusters Score -3516446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3516476.250000 Penalty: 5107.653809
	Iteration 32Q: 3 clusters Score -3516476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3516512.500000 Penalty: 5107.653809
	Iteration 33Q: 3 clusters Score -3516512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3516525.250000 Penalty: 5107.653809
	Iteration 34Q: 3 clusters Score -3516525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3516538.500000 Penalty: 5107.653809
	Iteration 35Q: 3 clusters Score -3516538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3516548.750000 Penalty: 5107.653809
	Iteration 36Q: 3 clusters Score -3516549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3516558.500000 Penalty: 5107.653809
	Iteration 37Q: 3 clusters Score -3516558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3516570.250000 Penalty: 5107.653809
	Iteration 38Q: 3 clusters Score -3516570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3516578.250000 Penalty: 5107.653809
	Iteration 39Q: 3 clusters Score -3516578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3516591.500000 Penalty: 5107.653809
	Iteration 40F: 3 clusters Score -3516592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3516595.750000 Penalty: 5107.653809
	Iteration 41Q: 3 clusters Score -3516596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3516597.250000 Penalty: 5107.653809
	Iteration 42Q: 3 clusters Score -3516597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3516603.250000 Penalty: 5107.653809
	Iteration 43Q: 3 clusters Score -3516603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3516613.000000 Penalty: 5107.653809
	Iteration 44Q: 3 clusters Score -3516613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3516619.000000 Penalty: 5107.653809
	Iteration 45Q: 3 clusters Score -3516619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3516621.000000 Penalty: 5107.653809
	Iteration 46Q: 3 clusters Score -3516621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3516623.250000 Penalty: 5107.653809
	Iteration 47Q: 3 clusters Score -3516623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3516627.250000 Penalty: 5107.653809
	Iteration 48Q: 3 clusters Score -3516627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3516626.750000 Penalty: 5107.653809
	Iteration 49Q: 3 clusters Score -3516627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3516621.750000 Penalty: 5107.653809
	Iteration 50Q: 3 clusters Score -3516622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3516629.750000 Penalty: 5107.653809
	Iteration 51Q: 3 clusters Score -3516630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3516637.750000 Penalty: 5107.653809
	Iteration 52Q: 3 clusters Score -3516638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3516634.500000 Penalty: 5107.653809
	Iteration 53Q: 3 clusters Score -3516634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3516634.750000 Penalty: 5107.653809
	Iteration 54Q: 3 clusters Score -3516635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3516633.750000 Penalty: 5107.653809
	Iteration 55Q: 3 clusters Score -3516634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3516641.500000 Penalty: 5107.653809
	Iteration 56Q: 3 clusters Score -3516642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3516646.750000 Penalty: 5107.653809
	Iteration 57Q: 3 clusters Score -3516647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3516647.750000 Penalty: 5107.653809
	Iteration 58Q: 3 clusters Score -3516648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3516646.500000 Penalty: 5107.653809
	Iteration 59Q: 3 clusters Score -3516646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3516646.750000 Penalty: 5107.653809
	Iteration 60F: 3 clusters Score -3516647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3516645.250000 Penalty: 5107.653809
	Iteration 61Q: 3 clusters Score -3516645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3516644.250000 Penalty: 5107.653809
	Iteration 62Q: 3 clusters Score -3516644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3516644.250000 Penalty: 5107.653809
	Iteration 63F: 3 clusters Score -3516644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -265585.625000 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -265585.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -262724.281250 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -262724.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -263433.406250 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -263433.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -263836.156250 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -263836.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -264341.750000 Penalty: 3860.685547
	Iteration 3F: 3 clusters Score -264341.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -264729.125000 Penalty: 3860.685547
	Iteration 4F: 3 clusters Score -264729.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -264928.312500 Penalty: 3860.685547
	Iteration 5F: 3 clusters Score -264928.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -265082.406250 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -265082.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -265172.125000 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -265172.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -265222.093750 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -265222.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -265255.812500 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -265255.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -265273.281250 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -265273.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -265286.687500 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -265286.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -265308.812500 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -265308.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -265323.468750 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -265323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -265332.718750 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -265332.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -265341.062500 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -265341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -265351.875000 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -265351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -265361.312500 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -265361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -265368.125000 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -265368.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -265373.468750 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -265373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -265378.562500 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -265378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -265381.375000 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -265381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -265384.375000 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -265384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -265385.031250 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -265385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -265385.031250 Penalty: 3860.685547
	Iteration 24F: 3 clusters Score -265385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -5356862.000000 Penalty: 2656.905518
	Iteration 0F: 2 clusters Score -5356862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5326454.000000 Penalty: 5313.811035
	Iteration 0F: 3 clusters Score -5326454 nChanged 20646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5337804.000000 Penalty: 5313.811035
	Iteration 1F: 3 clusters Score -5337804 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -5338408.500000 Penalty: 5313.811035
	Iteration 2Q: 3 clusters Score -5338408 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -5339052.500000 Penalty: 5313.811035
	Iteration 3Q: 3 clusters Score -5339052 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5339931.500000 Penalty: 5313.811035
	Iteration 4Q: 3 clusters Score -5339932 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5341349.000000 Penalty: 5313.811035
	Iteration 5F: 3 clusters Score -5341349 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -5343571.500000 Penalty: 5313.811035
	Iteration 6F: 3 clusters Score -5343572 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5346820.000000 Penalty: 5313.811035
	Iteration 7F: 3 clusters Score -5346820 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5350140.500000 Penalty: 5313.811035
	Iteration 8F: 3 clusters Score -5350140 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -5352540.500000 Penalty: 5313.811035
	Iteration 9F: 3 clusters Score -5352540 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -5353673.000000 Penalty: 5313.811035
	Iteration 10Q: 3 clusters Score -5353673 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5354146.500000 Penalty: 5313.811035
	Iteration 11Q: 3 clusters Score -5354146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5354324.500000 Penalty: 5313.811035
	Iteration 12Q: 3 clusters Score -5354324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5354405.000000 Penalty: 5313.811035
	Iteration 13Q: 3 clusters Score -5354405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5354436.000000 Penalty: 5313.811035
	Iteration 14Q: 3 clusters Score -5354436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -5354469.000000 Penalty: 5313.811035
	Iteration 15Q: 3 clusters Score -5354469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5354501.000000 Penalty: 5313.811035
	Iteration 16Q: 3 clusters Score -5354501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5354517.000000 Penalty: 5313.811035
	Iteration 17Q: 3 clusters Score -5354517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5354526.500000 Penalty: 5313.811035
	Iteration 18Q: 3 clusters Score -5354526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5354527.500000 Penalty: 5313.811035
	Iteration 19Q: 3 clusters Score -5354528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5354527.500000 Penalty: 5313.811035
	Iteration 20F: 3 clusters Score -5354528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Entering Unmasked Estep 
Score: -8924765.000000 Penalty: 2784.975586
	Iteration 0F: 2 clusters Score -8924765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8874110.000000 Penalty: 5569.951172
	Iteration 0F: 3 clusters Score -8874110 nChanged 35430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -8893905.000000 Penalty: 5569.951172
	Iteration 1F: 3 clusters Score -8893905 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -8894741.000000 Penalty: 5569.951172
	Iteration 2Q: 3 clusters Score -8894741 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -8895617.000000 Penalty: 5569.951172
	Iteration 3Q: 3 clusters Score -8895617 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -8896878.000000 Penalty: 5569.951172
	Iteration 4Q: 3 clusters Score -8896878 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8898580.000000 Penalty: 5569.951172
	Iteration 5Q: 3 clusters Score -8898580 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8901230.000000 Penalty: 5569.951172
	Iteration 6F: 3 clusters Score -8901230 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -8905402.000000 Penalty: 5569.951172
	Iteration 7F: 3 clusters Score -8905402 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8910909.000000 Penalty: 5569.951172
	Iteration 8F: 3 clusters Score -8910909 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -8916223.000000 Penalty: 5569.951172
	Iteration 9F: 3 clusters Score -8916223 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8919972.000000 Penalty: 5569.951172
	Iteration 10Q: 3 clusters Score -8919972 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8921750.000000 Penalty: 5569.951172
	Iteration 11Q: 3 clusters Score -8921750 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8922519.000000 Penalty: 5569.951172
	Iteration 12Q: 3 clusters Score -8922519 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8922786.000000 Penalty: 5569.951172
	Iteration 13Q: 3 clusters Score -8922786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8922880.000000 Penalty: 5569.951172
	Iteration 14Q: 3 clusters Score -8922880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8922930.000000 Penalty: 5569.951172
	Iteration 15Q: 3 clusters Score -8922930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8922967.000000 Penalty: 5569.951172
	Iteration 16Q: 3 clusters Score -8922967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74865 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8922997.000000 Penalty: 5569.951172
	Iteration 17Q: 3 clusters Score -8922997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8923016.000000 Penalty: 5569.951172
	Iteration 18Q: 3 clusters Score -8923016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8923035.000000 Penalty: 5569.951172
	Iteration 19Q: 3 clusters Score -8923035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8923202.000000 Penalty: 5569.951172
	Iteration 20F: 3 clusters Score -8923202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8923378.000000 Penalty: 5569.951172
	Iteration 21Q: 3 clusters Score -8923378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8923531.000000 Penalty: 5569.951172
	Iteration 22Q: 3 clusters Score -8923531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8923597.000000 Penalty: 5569.951172
	Iteration 23Q: 3 clusters Score -8923597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8923620.000000 Penalty: 5569.951172
	Iteration 24Q: 3 clusters Score -8923620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8923640.000000 Penalty: 5569.951172
	Iteration 25Q: 3 clusters Score -8923640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8923654.000000 Penalty: 5569.951172
	Iteration 26Q: 3 clusters Score -8923654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8923664.000000 Penalty: 5569.951172
	Iteration 27Q: 3 clusters Score -8923664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8923690.000000 Penalty: 5569.951172
	Iteration 28Q: 3 clusters Score -8923690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8923681.000000 Penalty: 5569.951172
	Iteration 29Q: 3 clusters Score -8923681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8923681.000000 Penalty: 5569.951172
	Iteration 30Q: 3 clusters Score -8923681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8923683.000000 Penalty: 5569.951172
	Iteration 31Q: 3 clusters Score -8923683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8923687.000000 Penalty: 5569.951172
	Iteration 32Q: 3 clusters Score -8923687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8923692.000000 Penalty: 5569.951172
	Iteration 33Q: 3 clusters Score -8923692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8923695.000000 Penalty: 5569.951172
	Iteration 34Q: 3 clusters Score -8923695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8923705.000000 Penalty: 5569.951172
	Iteration 35Q: 3 clusters Score -8923705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8923713.000000 Penalty: 5569.951172
	Iteration 36Q: 3 clusters Score -8923713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8923711.000000 Penalty: 5569.951172
	Iteration 37Q: 3 clusters Score -8923711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8923719.000000 Penalty: 5569.951172
	Iteration 38F: 3 clusters Score -8923719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8923717.000000 Penalty: 5569.951172
	Iteration 39Q: 3 clusters Score -8923717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8923717.000000 Penalty: 5569.951172
	Iteration 40F: 3 clusters Score -8923717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8923716.000000 Penalty: 5569.951172
	Iteration 41Q: 3 clusters Score -8923716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8923715.000000 Penalty: 5569.951172
	Iteration 42Q: 3 clusters Score -8923715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8923720.000000 Penalty: 5569.951172
	Iteration 43Q: 3 clusters Score -8923720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8923720.000000 Penalty: 5569.951172
	Iteration 44Q: 3 clusters Score -8923720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8923720.000000 Penalty: 5569.951172
	Iteration 45Q: 3 clusters Score -8923720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8923734.000000 Penalty: 5569.951172
	Iteration 46Q: 3 clusters Score -8923734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8923737.000000 Penalty: 5569.951172
	Iteration 47Q: 3 clusters Score -8923737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8923737.000000 Penalty: 5569.951172
	Iteration 48Q: 3 clusters Score -8923737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8923734.000000 Penalty: 5569.951172
	Iteration 49Q: 3 clusters Score -8923734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8923745.000000 Penalty: 5569.951172
	Iteration 50Q: 3 clusters Score -8923745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8923738.000000 Penalty: 5569.951172
	Iteration 51Q: 3 clusters Score -8923738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8923739.000000 Penalty: 5569.951172
	Iteration 52Q: 3 clusters Score -8923739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8923748.000000 Penalty: 5569.951172
	Iteration 53Q: 3 clusters Score -8923748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8923754.000000 Penalty: 5569.951172
	Iteration 54Q: 3 clusters Score -8923754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8923752.000000 Penalty: 5569.951172
	Iteration 55Q: 3 clusters Score -8923752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8923761.000000 Penalty: 5569.951172
	Iteration 56Q: 3 clusters Score -8923761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8923769.000000 Penalty: 5569.951172
	Iteration 57Q: 3 clusters Score -8923769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8923762.000000 Penalty: 5569.951172
	Iteration 58Q: 3 clusters Score -8923762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8923765.000000 Penalty: 5569.951172
	Iteration 59Q: 3 clusters Score -8923765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8923765.000000 Penalty: 5569.951172
	Iteration 60F: 3 clusters Score -8923765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8923771.000000 Penalty: 5569.951172
	Iteration 61Q: 3 clusters Score -8923771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8923775.000000 Penalty: 5569.951172
	Iteration 62Q: 3 clusters Score -8923775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8923774.000000 Penalty: 5569.951172
	Iteration 63Q: 3 clusters Score -8923774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8923775.000000 Penalty: 5569.951172
	Iteration 64Q: 3 clusters Score -8923775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8923775.000000 Penalty: 5569.951172
	Iteration 65Q: 3 clusters Score -8923775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8923775.000000 Penalty: 5569.951172
	Iteration 66F: 3 clusters Score -8923775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -429585.937500 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -429585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -425816.468750 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -425816.5 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -426744.843750 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -426744.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -427094.687500 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -427094.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -427393.218750 Penalty: 4100.527344
	Iteration 3F: 3 clusters Score -427393.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -427646.968750 Penalty: 4100.527344
	Iteration 4F: 3 clusters Score -427647 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -427826.187500 Penalty: 4100.527344
	Iteration 5F: 3 clusters Score -427826.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -427943.187500 Penalty: 4100.527344
	Iteration 6Q: 3 clusters Score -427943.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -428025.062500 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -428025.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -428074.718750 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -428074.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428115.125000 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -428115.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -428136.125000 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -428136.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -428155.156250 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -428155.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -428173.656250 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -428173.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -428189.531250 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -428189.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -428201.562500 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -428201.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -428210.562500 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -428210.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -428219.375000 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -428219.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -428228.281250 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -428228.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -428240.406250 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -428240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -428245.375000 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -428245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -428247.937500 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -428247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -428248.968750 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -428249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -428249.593750 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -428249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -428251.656250 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -428251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -428252.937500 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -428252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -428254.062500 Penalty: 4100.527344
	Iteration 25Q: 3 clusters Score -428254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -428255.531250 Penalty: 4100.527344
	Iteration 26Q: 3 clusters Score -428255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -428256.218750 Penalty: 4100.527344
	Iteration 27Q: 3 clusters Score -428256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -428256.218750 Penalty: 4100.527344
	Iteration 28F: 3 clusters Score -428256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -62551.996094 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -62552 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 319 members 
Entering Unmasked Estep 
Score: -61150.097656 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -61150.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61684.468750 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -61684.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61913.183594 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -61913.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -62296.714844 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -62296.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62755.039062 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -62755.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62942.160156 Penalty: 3223.147949
	Iteration 5F: 3 clusters Score -62942.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63308.414062 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -63308.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63731.265625 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -63731.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63766.710938 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -63766.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63773.507812 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -63773.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63778.375000 Penalty: 3223.147949
	Iteration 10F: 3 clusters Score -63778.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63783.324219 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -63783.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63783.324219 Penalty: 3223.147949
	Iteration 12F: 3 clusters Score -63783.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 19922 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 57228 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 44261 members 
Mstep: Class 9 contains 210174 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 330857 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 50729 members 
Mstep: Class 15 contains 83332 members 
Mstep: Class 16 contains 131106 members 
Mstep: Class 17 contains 185870 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 72294 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 29664 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44951 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 1441 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 176 members 
Entering Unmasked Estep 
Score: -183941632.000000 Penalty: 106334.703125
Splitting cluster 26 changes total score from -183940256.000000 to -183941632.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 27 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -138046.296875 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -138046.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135931.953125 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -135932 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136926.031250 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -136926 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -137632.796875 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -137632.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -138488.625000 Penalty: 3607.454102
	Iteration 3F: 3 clusters Score -138488.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -139164.671875 Penalty: 3607.454102
	Iteration 4F: 3 clusters Score -139164.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139626.015625 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -139626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139694.218750 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -139694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139716.296875 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -139716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -139734.312500 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -139734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -139777.125000 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -139777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -139843.640625 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -139843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -139871.796875 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -139871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -139875.890625 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -139875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -139878.953125 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -139879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -139881.234375 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -139881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -139881.234375 Penalty: 3607.454102
	Iteration 15F: 3 clusters Score -139881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 19922 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 57228 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 44261 members 
Mstep: Class 9 contains 210174 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 330857 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 50729 members 
Mstep: Class 15 contains 83332 members 
Mstep: Class 16 contains 131106 members 
Mstep: Class 17 contains 185870 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 72294 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 29664 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44951 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 176 members 
Mstep: Class 31 contains 931 members 
Entering Unmasked Estep 
Score: -183941664.000000 Penalty: 109879.187500
Splitting cluster 27 changes total score from -183940256.000000 to -183941664.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 19922 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 57228 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 44261 members 
Mstep: Class 9 contains 210174 members 
Mstep: Class 10 contains 22263 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 330857 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 50729 members 
Mstep: Class 15 contains 83332 members 
Mstep: Class 16 contains 131106 members 
Mstep: Class 17 contains 185870 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 72294 members 
Mstep: Class 20 contains 507 members 
Mstep: Class 21 contains 29664 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 44951 members 
Mstep: Class 24 contains 75338 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183942944.000000 Penalty: 109879.187500
Iteration 79Q: 32 clusters Score -1.839429e+08 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 20073 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 13300 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 57215 members 
Mstep: Class 7 contains 8762 members 
Mstep: Class 8 contains 44616 members 
Mstep: Class 9 contains 209812 members 
Mstep: Class 10 contains 22178 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 330854 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 50884 members 
Mstep: Class 15 contains 83333 members 
Mstep: Class 16 contains 130733 members 
Mstep: Class 17 contains 186283 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 72294 members 
Mstep: Class 20 contains 506 members 
Mstep: Class 21 contains 29700 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 45254 members 
Mstep: Class 24 contains 75424 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 170 members 
Mstep: Class 31 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183944496.000000 Penalty: 109879.187500
Iteration 80F: 32 clusters Score -1.839445e+08 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 195516 members 
Mstep: Class 2 contains 20178 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 13287 members 
Mstep: Class 5 contains 10436 members 
Mstep: Class 6 contains 57216 members 
Mstep: Class 7 contains 8686 members 
Mstep: Class 8 contains 44892 members 
Mstep: Class 9 contains 209579 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 1837 members 
Mstep: Class 12 contains 330731 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 50905 members 
Mstep: Class 15 contains 83313 members 
Mstep: Class 16 contains 130284 members 
Mstep: Class 17 contains 186872 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 72216 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 29714 members 
Mstep: Class 22 contains 2395 members 
Mstep: Class 23 contains 45529 members 
Mstep: Class 24 contains 75497 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 637 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 2829 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 184 members 
Mstep: Class 31 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183947536.000000 Penalty: 109879.187500
Iteration 81Q: 32 clusters Score -1.839475e+08 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 194955 members 
Mstep: Class 2 contains 20292 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 10370 members 
Mstep: Class 6 contains 57207 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 209446 members 
Mstep: Class 10 contains 21960 members 
Mstep: Class 11 contains 1859 members 
Mstep: Class 12 contains 330694 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 50989 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 129788 members 
Mstep: Class 17 contains 187407 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 72156 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29725 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 45774 members 
Mstep: Class 24 contains 75605 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 2926 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 194 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183949472.000000 Penalty: 109879.187500
Iteration 82Q: 32 clusters Score -1.839495e+08 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 194296 members 
Mstep: Class 2 contains 20435 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 13284 members 
Mstep: Class 5 contains 10301 members 
Mstep: Class 6 contains 57183 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 45485 members 
Mstep: Class 9 contains 209476 members 
Mstep: Class 10 contains 21859 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 330630 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 14 contains 51080 members 
Mstep: Class 15 contains 83305 members 
Mstep: Class 16 contains 129213 members 
Mstep: Class 17 contains 188099 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 72094 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29725 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 45964 members 
Mstep: Class 24 contains 75689 members 
Mstep: Class 25 contains 3908 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 203 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183952192.000000 Penalty: 109879.187500
Iteration 83Q: 32 clusters Score -1.839522e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 193700 members 
Mstep: Class 2 contains 20568 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 13289 members 
Mstep: Class 5 contains 10219 members 
Mstep: Class 6 contains 57160 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 45761 members 
Mstep: Class 9 contains 209397 members 
Mstep: Class 10 contains 21739 members 
Mstep: Class 11 contains 1882 members 
Mstep: Class 12 contains 330551 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 51152 members 
Mstep: Class 15 contains 83303 members 
Mstep: Class 16 contains 128628 members 
Mstep: Class 17 contains 188890 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 72066 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 29751 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 46160 members 
Mstep: Class 24 contains 75764 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183953632.000000 Penalty: 109879.187500
Iteration 84Q: 32 clusters Score -1.839536e+08 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 193075 members 
Mstep: Class 2 contains 20697 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 13305 members 
Mstep: Class 5 contains 10129 members 
Mstep: Class 6 contains 57145 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 45975 members 
Mstep: Class 9 contains 209331 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 330575 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 51236 members 
Mstep: Class 15 contains 83294 members 
Mstep: Class 16 contains 128018 members 
Mstep: Class 17 contains 189652 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 72052 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 29772 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 46363 members 
Mstep: Class 24 contains 75811 members 
Mstep: Class 25 contains 3909 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 210 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183955472.000000 Penalty: 109879.187500
Iteration 85Q: 32 clusters Score -1.839555e+08 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 192398 members 
Mstep: Class 2 contains 20796 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 13314 members 
Mstep: Class 5 contains 10047 members 
Mstep: Class 6 contains 57122 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 46177 members 
Mstep: Class 9 contains 209187 members 
Mstep: Class 10 contains 21590 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 330682 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 14 contains 51305 members 
Mstep: Class 15 contains 83282 members 
Mstep: Class 16 contains 127517 members 
Mstep: Class 17 contains 190466 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 72042 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 29777 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 46537 members 
Mstep: Class 24 contains 75835 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183956528.000000 Penalty: 109879.187500
Iteration 86Q: 32 clusters Score -1.839565e+08 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 191629 members 
Mstep: Class 2 contains 20871 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 13333 members 
Mstep: Class 5 contains 9978 members 
Mstep: Class 6 contains 57131 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 46364 members 
Mstep: Class 9 contains 209099 members 
Mstep: Class 10 contains 21518 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 330862 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 51351 members 
Mstep: Class 15 contains 83274 members 
Mstep: Class 16 contains 127059 members 
Mstep: Class 17 contains 191244 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 72038 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 29779 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 46714 members 
Mstep: Class 24 contains 75848 members 
Mstep: Class 25 contains 3909 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3134 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 217 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183957984.000000 Penalty: 109879.187500
Iteration 87Q: 32 clusters Score -1.83958e+08 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 190931 members 
Mstep: Class 2 contains 20927 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 9923 members 
Mstep: Class 6 contains 57135 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 46555 members 
Mstep: Class 9 contains 208939 members 
Mstep: Class 10 contains 21443 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 331035 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 51388 members 
Mstep: Class 15 contains 83269 members 
Mstep: Class 16 contains 126679 members 
Mstep: Class 17 contains 192026 members 
Mstep: Class 18 contains 4256 members 
Mstep: Class 19 contains 72017 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 29782 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 46880 members 
Mstep: Class 24 contains 75886 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 762 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183958944.000000 Penalty: 109879.187500
Iteration 88Q: 32 clusters Score -1.839589e+08 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 190235 members 
Mstep: Class 2 contains 20994 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 13295 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 57120 members 
Mstep: Class 7 contains 8506 members 
Mstep: Class 8 contains 46716 members 
Mstep: Class 9 contains 208738 members 
Mstep: Class 10 contains 21378 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 331248 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 51445 members 
Mstep: Class 15 contains 83262 members 
Mstep: Class 16 contains 126325 members 
Mstep: Class 17 contains 192796 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 71993 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29807 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47005 members 
Mstep: Class 24 contains 75921 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 758 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3150 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183959808.000000 Penalty: 109879.187500
Iteration 89Q: 32 clusters Score -1.839598e+08 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 189537 members 
Mstep: Class 2 contains 21077 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 13273 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 57135 members 
Mstep: Class 7 contains 8493 members 
Mstep: Class 8 contains 46869 members 
Mstep: Class 9 contains 208555 members 
Mstep: Class 10 contains 21327 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 331462 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 51487 members 
Mstep: Class 15 contains 83257 members 
Mstep: Class 16 contains 125928 members 
Mstep: Class 17 contains 193531 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 71986 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29819 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47149 members 
Mstep: Class 24 contains 75981 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3163 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183960704.000000 Penalty: 109879.187500
Iteration 90Q: 32 clusters Score -1.839607e+08 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 188863 members 
Mstep: Class 2 contains 21150 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 13242 members 
Mstep: Class 5 contains 9744 members 
Mstep: Class 6 contains 57147 members 
Mstep: Class 7 contains 8472 members 
Mstep: Class 8 contains 47006 members 
Mstep: Class 9 contains 208401 members 
Mstep: Class 10 contains 21289 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 331739 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 51499 members 
Mstep: Class 15 contains 83254 members 
Mstep: Class 16 contains 125586 members 
Mstep: Class 17 contains 194161 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 71952 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29845 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47273 members 
Mstep: Class 24 contains 76047 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 752 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 263 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961504.000000 Penalty: 109879.187500
Iteration 91Q: 32 clusters Score -1.839615e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 21217 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 9692 members 
Mstep: Class 6 contains 57170 members 
Mstep: Class 7 contains 8458 members 
Mstep: Class 8 contains 47135 members 
Mstep: Class 9 contains 208273 members 
Mstep: Class 10 contains 21243 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 332079 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 51533 members 
Mstep: Class 15 contains 83246 members 
Mstep: Class 16 contains 125253 members 
Mstep: Class 17 contains 194697 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 71909 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29857 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47372 members 
Mstep: Class 24 contains 76110 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961920.000000 Penalty: 109879.187500
Iteration 92Q: 32 clusters Score -1.839619e+08 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 187619 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 9666 members 
Mstep: Class 6 contains 57199 members 
Mstep: Class 7 contains 8453 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 208205 members 
Mstep: Class 10 contains 21189 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 332287 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 51584 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 124924 members 
Mstep: Class 17 contains 195228 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 71846 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29870 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47463 members 
Mstep: Class 24 contains 76165 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183962496.000000 Penalty: 109879.187500
Iteration 93Q: 32 clusters Score -1.839625e+08 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 187064 members 
Mstep: Class 2 contains 21360 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 13162 members 
Mstep: Class 5 contains 9645 members 
Mstep: Class 6 contains 57220 members 
Mstep: Class 7 contains 8439 members 
Mstep: Class 8 contains 47340 members 
Mstep: Class 9 contains 208125 members 
Mstep: Class 10 contains 21145 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 332464 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 51619 members 
Mstep: Class 15 contains 83237 members 
Mstep: Class 16 contains 124651 members 
Mstep: Class 17 contains 195764 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 71807 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29874 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47563 members 
Mstep: Class 24 contains 76188 members 
Mstep: Class 25 contains 3910 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 266 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183963632.000000 Penalty: 109879.187500
Iteration 94Q: 32 clusters Score -1.839636e+08 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 21428 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 57233 members 
Mstep: Class 7 contains 8425 members 
Mstep: Class 8 contains 47437 members 
Mstep: Class 9 contains 208031 members 
Mstep: Class 10 contains 21078 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 332667 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 51659 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 124322 members 
Mstep: Class 17 contains 196301 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 71773 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29900 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47655 members 
Mstep: Class 24 contains 76233 members 
Mstep: Class 25 contains 3908 members 
Mstep: Class 26 contains 858 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3186 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964752.000000 Penalty: 109879.187500
Iteration 95Q: 32 clusters Score -1.839648e+08 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 185904 members 
Mstep: Class 2 contains 21513 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 13148 members 
Mstep: Class 5 contains 9600 members 
Mstep: Class 6 contains 57237 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 47507 members 
Mstep: Class 9 contains 208068 members 
Mstep: Class 10 contains 21020 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 332912 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 51676 members 
Mstep: Class 15 contains 83253 members 
Mstep: Class 16 contains 123913 members 
Mstep: Class 17 contains 196842 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 71759 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29928 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47741 members 
Mstep: Class 24 contains 76262 members 
Mstep: Class 25 contains 3907 members 
Mstep: Class 26 contains 860 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3189 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965376.000000 Penalty: 109879.187500
Iteration 96Q: 32 clusters Score -1.839654e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 185280 members 
Mstep: Class 2 contains 21592 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 13144 members 
Mstep: Class 5 contains 9554 members 
Mstep: Class 6 contains 57230 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 47558 members 
Mstep: Class 9 contains 208138 members 
Mstep: Class 10 contains 20976 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 333168 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 51699 members 
Mstep: Class 15 contains 83250 members 
Mstep: Class 16 contains 123460 members 
Mstep: Class 17 contains 197456 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 71748 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29951 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47793 members 
Mstep: Class 24 contains 76302 members 
Mstep: Class 25 contains 3908 members 
Mstep: Class 26 contains 863 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966032.000000 Penalty: 109879.187500
Iteration 97Q: 32 clusters Score -1.83966e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 184673 members 
Mstep: Class 2 contains 21674 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 13166 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 57239 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 47594 members 
Mstep: Class 9 contains 208177 members 
Mstep: Class 10 contains 20947 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 333419 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 51719 members 
Mstep: Class 15 contains 83253 members 
Mstep: Class 16 contains 122933 members 
Mstep: Class 17 contains 198125 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 71725 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29973 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47839 members 
Mstep: Class 24 contains 76340 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 872 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966256.000000 Penalty: 109879.187500
Iteration 98Q: 32 clusters Score -1.839663e+08 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 21742 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 9470 members 
Mstep: Class 6 contains 57251 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 47655 members 
Mstep: Class 9 contains 208323 members 
Mstep: Class 10 contains 20918 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 333607 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 51725 members 
Mstep: Class 15 contains 83250 members 
Mstep: Class 16 contains 122394 members 
Mstep: Class 17 contains 198762 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 71728 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29998 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47880 members 
Mstep: Class 24 contains 76374 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966752.000000 Penalty: 109879.187500
Iteration 99Q: 32 clusters Score -1.839668e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 21811 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 13179 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 57269 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 47686 members 
Mstep: Class 9 contains 208468 members 
Mstep: Class 10 contains 20886 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 333788 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 51713 members 
Mstep: Class 15 contains 83250 members 
Mstep: Class 16 contains 121863 members 
Mstep: Class 17 contains 199449 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 71729 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30012 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 47927 members 
Mstep: Class 24 contains 76427 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 874 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967536.000000 Penalty: 109879.187500
Iteration 100F: 32 clusters Score -1.839675e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 21882 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 13183 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 57295 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 47715 members 
Mstep: Class 9 contains 208582 members 
Mstep: Class 10 contains 20860 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 333974 members 
Mstep: Class 13 contains 2735 members 
Mstep: Class 14 contains 51713 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 121343 members 
Mstep: Class 17 contains 200141 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 71700 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30018 members 
Mstep: Class 22 contains 2380 members 
Mstep: Class 23 contains 47969 members 
Mstep: Class 24 contains 76471 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 881 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967424.000000 Penalty: 109879.187500
Iteration 101Q: 32 clusters Score -1.839674e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 21959 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 13189 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 57310 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 47758 members 
Mstep: Class 9 contains 208729 members 
Mstep: Class 10 contains 20840 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 334107 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 51717 members 
Mstep: Class 15 contains 83247 members 
Mstep: Class 16 contains 120792 members 
Mstep: Class 17 contains 200840 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 71668 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30044 members 
Mstep: Class 22 contains 2371 members 
Mstep: Class 23 contains 48036 members 
Mstep: Class 24 contains 76509 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3194 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 288 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968016.000000 Penalty: 109879.187500
Iteration 102Q: 32 clusters Score -1.83968e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 181622 members 
Mstep: Class 2 contains 22030 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 13219 members 
Mstep: Class 5 contains 9297 members 
Mstep: Class 6 contains 57338 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 47804 members 
Mstep: Class 9 contains 208917 members 
Mstep: Class 10 contains 20819 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 334244 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 51701 members 
Mstep: Class 15 contains 83252 members 
Mstep: Class 16 contains 120201 members 
Mstep: Class 17 contains 201523 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 71639 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30062 members 
Mstep: Class 22 contains 2363 members 
Mstep: Class 23 contains 48108 members 
Mstep: Class 24 contains 76559 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 297 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968192.000000 Penalty: 109879.187500
Iteration 103Q: 32 clusters Score -1.839682e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 181029 members 
Mstep: Class 2 contains 22100 members 
Mstep: Class 3 contains 1878 members 
Mstep: Class 4 contains 13249 members 
Mstep: Class 5 contains 9255 members 
Mstep: Class 6 contains 57378 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 47846 members 
Mstep: Class 9 contains 209139 members 
Mstep: Class 10 contains 20801 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 334317 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 51685 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 119586 members 
Mstep: Class 17 contains 202209 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 71623 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30089 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 48171 members 
Mstep: Class 24 contains 76617 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3189 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968144.000000 Penalty: 109879.187500
Iteration 104Q: 32 clusters Score -1.839681e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 22164 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 13260 members 
Mstep: Class 5 contains 9217 members 
Mstep: Class 6 contains 57403 members 
Mstep: Class 7 contains 8399 members 
Mstep: Class 8 contains 47910 members 
Mstep: Class 9 contains 209452 members 
Mstep: Class 10 contains 20793 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 334372 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 51698 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 118932 members 
Mstep: Class 17 contains 202839 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 71605 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30106 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48241 members 
Mstep: Class 24 contains 76680 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 32 clusters Score -1.839681e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 9180 members 
Mstep: Class 6 contains 57407 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 47968 members 
Mstep: Class 9 contains 209767 members 
Mstep: Class 10 contains 20764 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 334399 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 51718 members 
Mstep: Class 15 contains 83241 members 
Mstep: Class 16 contains 118251 members 
Mstep: Class 17 contains 203473 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 71607 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30134 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48297 members 
Mstep: Class 24 contains 76715 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 32 clusters Score -1.839689e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 179406 members 
Mstep: Class 2 contains 22357 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 13253 members 
Mstep: Class 5 contains 9148 members 
Mstep: Class 6 contains 57430 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 48010 members 
Mstep: Class 9 contains 210107 members 
Mstep: Class 10 contains 20747 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 334435 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 51714 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 117562 members 
Mstep: Class 17 contains 204075 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 71605 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30168 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48352 members 
Mstep: Class 24 contains 76741 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
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Iteration 107Q: 32 clusters Score -1.839697e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 22466 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 13249 members 
Mstep: Class 5 contains 9125 members 
Mstep: Class 6 contains 57437 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 48027 members 
Mstep: Class 9 contains 210501 members 
Mstep: Class 10 contains 20728 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 334513 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 51717 members 
Mstep: Class 15 contains 83246 members 
Mstep: Class 16 contains 116808 members 
Mstep: Class 17 contains 204693 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 71589 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30186 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48410 members 
Mstep: Class 24 contains 76769 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970144.000000 Penalty: 109879.187500
Iteration 108Q: 32 clusters Score -1.839701e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 22568 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 13236 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 57447 members 
Mstep: Class 7 contains 8387 members 
Mstep: Class 8 contains 48056 members 
Mstep: Class 9 contains 210917 members 
Mstep: Class 10 contains 20705 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 334657 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 51719 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 116055 members 
Mstep: Class 17 contains 205293 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 71580 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30206 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48478 members 
Mstep: Class 24 contains 76779 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970336.000000 Penalty: 109879.187500
Iteration 109Q: 32 clusters Score -1.839703e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 177858 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 13224 members 
Mstep: Class 5 contains 9055 members 
Mstep: Class 6 contains 57457 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 48077 members 
Mstep: Class 9 contains 211306 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 334747 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 51713 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 115311 members 
Mstep: Class 17 contains 205850 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 71590 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30224 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48529 members 
Mstep: Class 24 contains 76800 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970656.000000 Penalty: 109879.187500
Iteration 110Q: 32 clusters Score -1.839707e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 177411 members 
Mstep: Class 2 contains 22831 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 13212 members 
Mstep: Class 5 contains 9022 members 
Mstep: Class 6 contains 57472 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 48117 members 
Mstep: Class 9 contains 211702 members 
Mstep: Class 10 contains 20670 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 334817 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 51709 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 114527 members 
Mstep: Class 17 contains 206401 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 71586 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30246 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48588 members 
Mstep: Class 24 contains 76816 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3200 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970400.000000 Penalty: 109879.187500
Iteration 111Q: 32 clusters Score -1.839704e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 22958 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 8995 members 
Mstep: Class 6 contains 57462 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 48147 members 
Mstep: Class 9 contains 212094 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 334985 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 51707 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 113733 members 
Mstep: Class 17 contains 206921 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 71560 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48660 members 
Mstep: Class 24 contains 76839 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3201 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970544.000000 Penalty: 109879.187500
Iteration 112Q: 32 clusters Score -1.839705e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 23092 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 13200 members 
Mstep: Class 5 contains 8983 members 
Mstep: Class 6 contains 57472 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 48172 members 
Mstep: Class 9 contains 212500 members 
Mstep: Class 10 contains 20609 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 335146 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 51694 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 112927 members 
Mstep: Class 17 contains 207411 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 71527 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30300 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48714 members 
Mstep: Class 24 contains 76857 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970864.000000 Penalty: 109879.187500
Iteration 113Q: 32 clusters Score -1.839709e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 176132 members 
Mstep: Class 2 contains 23236 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 8974 members 
Mstep: Class 6 contains 57486 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 48204 members 
Mstep: Class 9 contains 212952 members 
Mstep: Class 10 contains 20581 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 335241 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 51677 members 
Mstep: Class 15 contains 83234 members 
Mstep: Class 16 contains 112131 members 
Mstep: Class 17 contains 207875 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 71509 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30326 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48775 members 
Mstep: Class 24 contains 76867 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970976.000000 Penalty: 109879.187500
Iteration 114Q: 32 clusters Score -1.83971e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 23370 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 8965 members 
Mstep: Class 6 contains 57485 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 48230 members 
Mstep: Class 9 contains 213378 members 
Mstep: Class 10 contains 20547 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 335348 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 51664 members 
Mstep: Class 15 contains 83234 members 
Mstep: Class 16 contains 111361 members 
Mstep: Class 17 contains 208366 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 71495 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30345 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48825 members 
Mstep: Class 24 contains 76889 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971136.000000 Penalty: 109879.187500
Iteration 115Q: 32 clusters Score -1.839711e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 23523 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 8953 members 
Mstep: Class 6 contains 57500 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 213877 members 
Mstep: Class 10 contains 20515 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 335411 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 51651 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 110593 members 
Mstep: Class 17 contains 208761 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 71483 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30360 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48874 members 
Mstep: Class 24 contains 76913 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3208 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970912.000000 Penalty: 109879.187500
Iteration 116Q: 32 clusters Score -1.839709e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 174927 members 
Mstep: Class 2 contains 23674 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 13100 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 6 contains 57525 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 48323 members 
Mstep: Class 9 contains 214402 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 335518 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 51653 members 
Mstep: Class 15 contains 83244 members 
Mstep: Class 16 contains 109794 members 
Mstep: Class 17 contains 209096 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 71466 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30382 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48921 members 
Mstep: Class 24 contains 76929 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970944.000000 Penalty: 109879.187500
Iteration 117Q: 32 clusters Score -1.839709e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 23824 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 13080 members 
Mstep: Class 5 contains 8931 members 
Mstep: Class 6 contains 57561 members 
Mstep: Class 7 contains 8381 members 
Mstep: Class 8 contains 48382 members 
Mstep: Class 9 contains 214895 members 
Mstep: Class 10 contains 20474 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 335562 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 51649 members 
Mstep: Class 15 contains 83248 members 
Mstep: Class 16 contains 109039 members 
Mstep: Class 17 contains 209446 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 71440 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30417 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 48954 members 
Mstep: Class 24 contains 76955 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971008.000000 Penalty: 109879.187500
Iteration 118Q: 32 clusters Score -1.83971e+08 nChanged 3214
Entering ConstructFrom: 
Score: -183971008.000000 Penalty: 109879.187500
Entering ConstructFrom: 
Trying to split cluster 1 (174198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Entering Unmasked Estep 
Score: -20462338.000000 Penalty: 2992.851074
	Iteration 0F: 2 clusters Score -2.046234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -20347378.000000 Penalty: 5985.702148
	Iteration 0F: 3 clusters Score -2.034738e+07 nChanged 83230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -20396828.000000 Penalty: 5985.702148
	Iteration 1F: 3 clusters Score -2.039683e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -20398088.000000 Penalty: 5985.702148
	Iteration 2Q: 3 clusters Score -2.039809e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -20399458.000000 Penalty: 5985.702148
	Iteration 3Q: 3 clusters Score -2.039946e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -20401190.000000 Penalty: 5985.702148
	Iteration 4Q: 3 clusters Score -2.040119e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -20403164.000000 Penalty: 5985.702148
	Iteration 5Q: 3 clusters Score -2.040316e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -20405868.000000 Penalty: 5985.702148
	Iteration 6Q: 3 clusters Score -2.040587e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -20409984.000000 Penalty: 5985.702148
	Iteration 7Q: 3 clusters Score -2.040998e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -20415826.000000 Penalty: 5985.702148
	Iteration 8F: 3 clusters Score -2.041583e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -20423256.000000 Penalty: 5985.702148
	Iteration 9F: 3 clusters Score -2.042326e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -20430394.000000 Penalty: 5985.702148
	Iteration 10F: 3 clusters Score -2.043039e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -20434414.000000 Penalty: 5985.702148
	Iteration 11Q: 3 clusters Score -2.043441e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 110724 members 
Entering Unmasked Estep 
Score: -20436298.000000 Penalty: 5985.702148
	Iteration 12Q: 3 clusters Score -2.04363e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 112968 members 
Entering Unmasked Estep 
Score: -20437314.000000 Penalty: 5985.702148
	Iteration 13Q: 3 clusters Score -2.043731e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -20438148.000000 Penalty: 5985.702148
	Iteration 14Q: 3 clusters Score -2.043815e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -20439220.000000 Penalty: 5985.702148
	Iteration 15Q: 3 clusters Score -2.043922e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -20440130.000000 Penalty: 5985.702148
	Iteration 16Q: 3 clusters Score -2.044013e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -20441242.000000 Penalty: 5985.702148
	Iteration 17Q: 3 clusters Score -2.044124e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -20442518.000000 Penalty: 5985.702148
	Iteration 18Q: 3 clusters Score -2.044252e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -20444070.000000 Penalty: 5985.702148
	Iteration 19Q: 3 clusters Score -2.044407e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 131663 members 
Entering Unmasked Estep 
Score: -20445488.000000 Penalty: 5985.702148
	Iteration 20F: 3 clusters Score -2.044549e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 134756 members 
Entering Unmasked Estep 
Score: -20447112.000000 Penalty: 5985.702148
	Iteration 21Q: 3 clusters Score -2.044711e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 137851 members 
Entering Unmasked Estep 
Score: -20448698.000000 Penalty: 5985.702148
	Iteration 22Q: 3 clusters Score -2.04487e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -20450336.000000 Penalty: 5985.702148
	Iteration 23Q: 3 clusters Score -2.045034e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 143685 members 
Entering Unmasked Estep 
Score: -20451988.000000 Penalty: 5985.702148
	Iteration 24Q: 3 clusters Score -2.045199e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 146309 members 
Entering Unmasked Estep 
Score: -20453344.000000 Penalty: 5985.702148
	Iteration 25Q: 3 clusters Score -2.045334e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -20454738.000000 Penalty: 5985.702148
	Iteration 26Q: 3 clusters Score -2.045474e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -20456026.000000 Penalty: 5985.702148
	Iteration 27Q: 3 clusters Score -2.045603e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -20457218.000000 Penalty: 5985.702148
	Iteration 28Q: 3 clusters Score -2.045722e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 154564 members 
Entering Unmasked Estep 
Score: -20458046.000000 Penalty: 5985.702148
	Iteration 29Q: 3 clusters Score -2.045805e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -20458880.000000 Penalty: 5985.702148
	Iteration 30Q: 3 clusters Score -2.045888e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -20459502.000000 Penalty: 5985.702148
	Iteration 31Q: 3 clusters Score -2.04595e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -20460074.000000 Penalty: 5985.702148
	Iteration 32Q: 3 clusters Score -2.046007e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -20460684.000000 Penalty: 5985.702148
	Iteration 33Q: 3 clusters Score -2.046068e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -20461242.000000 Penalty: 5985.702148
	Iteration 34Q: 3 clusters Score -2.046124e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -20461654.000000 Penalty: 5985.702148
	Iteration 35Q: 3 clusters Score -2.046165e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -20461746.000000 Penalty: 5985.702148
	Iteration 36Q: 3 clusters Score -2.046175e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -20461822.000000 Penalty: 5985.702148
	Iteration 37Q: 3 clusters Score -2.046182e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -20461838.000000 Penalty: 5985.702148
	Iteration 38Q: 3 clusters Score -2.046184e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -20461862.000000 Penalty: 5985.702148
	Iteration 39Q: 3 clusters Score -2.046186e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -20461976.000000 Penalty: 5985.702148
	Iteration 40F: 3 clusters Score -2.046198e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -20461962.000000 Penalty: 5985.702148
	Iteration 41Q: 3 clusters Score -2.046196e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 161811 members 
Entering Unmasked Estep 
Score: -20462002.000000 Penalty: 5985.702148
	Iteration 42Q: 3 clusters Score -2.0462e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -20462030.000000 Penalty: 5985.702148
	Iteration 43Q: 3 clusters Score -2.046203e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -20462028.000000 Penalty: 5985.702148
	Iteration 44Q: 3 clusters Score -2.046203e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 161760 members 
Entering Unmasked Estep 
Score: -20462050.000000 Penalty: 5985.702148
	Iteration 45Q: 3 clusters Score -2.046205e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -20462026.000000 Penalty: 5985.702148
	Iteration 46Q: 3 clusters Score -2.046203e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 161692 members 
Entering Unmasked Estep 
Score: -20462020.000000 Penalty: 5985.702148
	Iteration 47Q: 3 clusters Score -2.046202e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -20462016.000000 Penalty: 5985.702148
	Iteration 48Q: 3 clusters Score -2.046202e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 161640 members 
Entering Unmasked Estep 
Score: -20462028.000000 Penalty: 5985.702148
	Iteration 49Q: 3 clusters Score -2.046203e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -20462012.000000 Penalty: 5985.702148
	Iteration 50Q: 3 clusters Score -2.046201e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 161569 members 
Entering Unmasked Estep 
Score: -20462044.000000 Penalty: 5985.702148
	Iteration 51Q: 3 clusters Score -2.046204e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
Score: -20462066.000000 Penalty: 5985.702148
	Iteration 52Q: 3 clusters Score -2.046207e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 161490 members 
Entering Unmasked Estep 
Score: -20462022.000000 Penalty: 5985.702148
	Iteration 53Q: 3 clusters Score -2.046202e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 161459 members 
Entering Unmasked Estep 
Score: -20462074.000000 Penalty: 5985.702148
	Iteration 54Q: 3 clusters Score -2.046207e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -20462070.000000 Penalty: 5985.702148
	Iteration 55Q: 3 clusters Score -2.046207e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -20462074.000000 Penalty: 5985.702148
	Iteration 56Q: 3 clusters Score -2.046207e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -20462036.000000 Penalty: 5985.702148
	Iteration 57Q: 3 clusters Score -2.046204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -20462058.000000 Penalty: 5985.702148
	Iteration 58Q: 3 clusters Score -2.046206e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -20462036.000000 Penalty: 5985.702148
	Iteration 59Q: 3 clusters Score -2.046204e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -20462054.000000 Penalty: 5985.702148
	Iteration 60F: 3 clusters Score -2.046205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -20462086.000000 Penalty: 5985.702148
	Iteration 61Q: 3 clusters Score -2.046209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -20462082.000000 Penalty: 5985.702148
	Iteration 62Q: 3 clusters Score -2.046208e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 161104 members 
Entering Unmasked Estep 
Score: -20462076.000000 Penalty: 5985.702148
	Iteration 63Q: 3 clusters Score -2.046208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 161060 members 
Entering Unmasked Estep 
Score: -20462072.000000 Penalty: 5985.702148
	Iteration 64Q: 3 clusters Score -2.046207e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 161023 members 
Entering Unmasked Estep 
Score: -20462098.000000 Penalty: 5985.702148
	Iteration 65Q: 3 clusters Score -2.04621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -20462064.000000 Penalty: 5985.702148
	Iteration 66Q: 3 clusters Score -2.046206e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -20462072.000000 Penalty: 5985.702148
	Iteration 67Q: 3 clusters Score -2.046207e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 160910 members 
Entering Unmasked Estep 
Score: -20462068.000000 Penalty: 5985.702148
	Iteration 68Q: 3 clusters Score -2.046207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -20462082.000000 Penalty: 5985.702148
	Iteration 69Q: 3 clusters Score -2.046208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -20462102.000000 Penalty: 5985.702148
	Iteration 70Q: 3 clusters Score -2.04621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -20462060.000000 Penalty: 5985.702148
	Iteration 71Q: 3 clusters Score -2.046206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 160785 members 
Entering Unmasked Estep 
Score: -20462086.000000 Penalty: 5985.702148
	Iteration 72Q: 3 clusters Score -2.046209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 160763 members 
Entering Unmasked Estep 
Score: -20462074.000000 Penalty: 5985.702148
	Iteration 73Q: 3 clusters Score -2.046207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -20462064.000000 Penalty: 5985.702148
	Iteration 74Q: 3 clusters Score -2.046206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 160728 members 
Entering Unmasked Estep 
Score: -20462080.000000 Penalty: 5985.702148
	Iteration 75Q: 3 clusters Score -2.046208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -20462082.000000 Penalty: 5985.702148
	Iteration 76Q: 3 clusters Score -2.046208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 160686 members 
Entering Unmasked Estep 
Score: -20462068.000000 Penalty: 5985.702148
	Iteration 77Q: 3 clusters Score -2.046207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -20462092.000000 Penalty: 5985.702148
	Iteration 78Q: 3 clusters Score -2.046209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 160639 members 
Entering Unmasked Estep 
Score: -20462080.000000 Penalty: 5985.702148
	Iteration 79Q: 3 clusters Score -2.046208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -20462104.000000 Penalty: 5985.702148
	Iteration 80F: 3 clusters Score -2.04621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -20462100.000000 Penalty: 5985.702148
	Iteration 81Q: 3 clusters Score -2.04621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -20462100.000000 Penalty: 5985.702148
	Iteration 82Q: 3 clusters Score -2.04621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 160522 members 
Entering Unmasked Estep 
Score: -20462112.000000 Penalty: 5985.702148
	Iteration 83Q: 3 clusters Score -2.046211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -20462094.000000 Penalty: 5985.702148
	Iteration 84Q: 3 clusters Score -2.046209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 160470 members 
Entering Unmasked Estep 
Score: -20462098.000000 Penalty: 5985.702148
	Iteration 85Q: 3 clusters Score -2.04621e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 160428 members 
Entering Unmasked Estep 
Score: -20462084.000000 Penalty: 5985.702148
	Iteration 86Q: 3 clusters Score -2.046208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 160393 members 
Entering Unmasked Estep 
Score: -20462080.000000 Penalty: 5985.702148
	Iteration 87Q: 3 clusters Score -2.046208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -20462114.000000 Penalty: 5985.702148
	Iteration 88Q: 3 clusters Score -2.046211e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -20462138.000000 Penalty: 5985.702148
	Iteration 89Q: 3 clusters Score -2.046214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -20462122.000000 Penalty: 5985.702148
	Iteration 90Q: 3 clusters Score -2.046212e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -20462118.000000 Penalty: 5985.702148
	Iteration 91Q: 3 clusters Score -2.046212e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -20462134.000000 Penalty: 5985.702148
	Iteration 92Q: 3 clusters Score -2.046213e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 160156 members 
Entering Unmasked Estep 
Score: -20462126.000000 Penalty: 5985.702148
	Iteration 93Q: 3 clusters Score -2.046213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 160105 members 
Entering Unmasked Estep 
Score: -20462136.000000 Penalty: 5985.702148
	Iteration 94Q: 3 clusters Score -2.046214e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -20462140.000000 Penalty: 5985.702148
	Iteration 95Q: 3 clusters Score -2.046214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -20462144.000000 Penalty: 5985.702148
	Iteration 96Q: 3 clusters Score -2.046214e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -20462134.000000 Penalty: 5985.702148
	Iteration 97Q: 3 clusters Score -2.046213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -20462150.000000 Penalty: 5985.702148
	Iteration 98Q: 3 clusters Score -2.046215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 159875 members 
Entering Unmasked Estep 
Score: -20462148.000000 Penalty: 5985.702148
	Iteration 99Q: 3 clusters Score -2.046215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 159844 members 
Entering Unmasked Estep 
Score: -20462134.000000 Penalty: 5985.702148
	Iteration 100F: 3 clusters Score -2.046213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -20462140.000000 Penalty: 5985.702148
	Iteration 101Q: 3 clusters Score -2.046214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 159797 members 
Entering Unmasked Estep 
Score: -20462176.000000 Penalty: 5985.702148
	Iteration 102Q: 3 clusters Score -2.046218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -20462182.000000 Penalty: 5985.702148
	Iteration 103Q: 3 clusters Score -2.046218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 159747 members 
Entering Unmasked Estep 
Score: -20462180.000000 Penalty: 5985.702148
	Iteration 104Q: 3 clusters Score -2.046218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -20462202.000000 Penalty: 5985.702148
	Iteration 105Q: 3 clusters Score -2.04622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -20462200.000000 Penalty: 5985.702148
	Iteration 106Q: 3 clusters Score -2.04622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 159640 members 
Entering Unmasked Estep 
Score: -20462190.000000 Penalty: 5985.702148
	Iteration 107Q: 3 clusters Score -2.046219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 159596 members 
Entering Unmasked Estep 
Score: -20462194.000000 Penalty: 5985.702148
	Iteration 108Q: 3 clusters Score -2.046219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -20462182.000000 Penalty: 5985.702148
	Iteration 109Q: 3 clusters Score -2.046218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -20462166.000000 Penalty: 5985.702148
	Iteration 110Q: 3 clusters Score -2.046217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -20462156.000000 Penalty: 5985.702148
	Iteration 111Q: 3 clusters Score -2.046216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -20462154.000000 Penalty: 5985.702148
	Iteration 112Q: 3 clusters Score -2.046215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -20462166.000000 Penalty: 5985.702148
	Iteration 113Q: 3 clusters Score -2.046217e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -20462190.000000 Penalty: 5985.702148
	Iteration 114Q: 3 clusters Score -2.046219e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -20462168.000000 Penalty: 5985.702148
	Iteration 115Q: 3 clusters Score -2.046217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -20462178.000000 Penalty: 5985.702148
	Iteration 116Q: 3 clusters Score -2.046218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -20462180.000000 Penalty: 5985.702148
	Iteration 117Q: 3 clusters Score -2.046218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -20462222.000000 Penalty: 5985.702148
	Iteration 118Q: 3 clusters Score -2.046222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -20462208.000000 Penalty: 5985.702148
	Iteration 119Q: 3 clusters Score -2.046221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -20462240.000000 Penalty: 5985.702148
	Iteration 120F: 3 clusters Score -2.046224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 159194 members 
Entering Unmasked Estep 
Score: -20462246.000000 Penalty: 5985.702148
	Iteration 121Q: 3 clusters Score -2.046225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -20462240.000000 Penalty: 5985.702148
	Iteration 122Q: 3 clusters Score -2.046224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -20462244.000000 Penalty: 5985.702148
	Iteration 123Q: 3 clusters Score -2.046224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -20462232.000000 Penalty: 5985.702148
	Iteration 124Q: 3 clusters Score -2.046223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 159073 members 
Entering Unmasked Estep 
Score: -20462230.000000 Penalty: 5985.702148
	Iteration 125Q: 3 clusters Score -2.046223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -20462212.000000 Penalty: 5985.702148
	Iteration 126Q: 3 clusters Score -2.046221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -20462230.000000 Penalty: 5985.702148
	Iteration 127Q: 3 clusters Score -2.046223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 159026 members 
Entering Unmasked Estep 
Score: -20462210.000000 Penalty: 5985.702148
	Iteration 128Q: 3 clusters Score -2.046221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -20462226.000000 Penalty: 5985.702148
	Iteration 129Q: 3 clusters Score -2.046223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -20462230.000000 Penalty: 5985.702148
	Iteration 130Q: 3 clusters Score -2.046223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -20462214.000000 Penalty: 5985.702148
	Iteration 131Q: 3 clusters Score -2.046221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -20462226.000000 Penalty: 5985.702148
	Iteration 132Q: 3 clusters Score -2.046223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -20462234.000000 Penalty: 5985.702148
	Iteration 133Q: 3 clusters Score -2.046223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -20462232.000000 Penalty: 5985.702148
	Iteration 134Q: 3 clusters Score -2.046223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -20462242.000000 Penalty: 5985.702148
	Iteration 135Q: 3 clusters Score -2.046224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -20462226.000000 Penalty: 5985.702148
	Iteration 136Q: 3 clusters Score -2.046223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -20462226.000000 Penalty: 5985.702148
	Iteration 137Q: 3 clusters Score -2.046223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -20462218.000000 Penalty: 5985.702148
	Iteration 138Q: 3 clusters Score -2.046222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -20462260.000000 Penalty: 5985.702148
	Iteration 139Q: 3 clusters Score -2.046226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 158818 members 
Entering Unmasked Estep 
Score: -20462250.000000 Penalty: 5985.702148
	Iteration 140F: 3 clusters Score -2.046225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 158796 members 
Entering Unmasked Estep 
Score: -20462266.000000 Penalty: 5985.702148
	Iteration 141Q: 3 clusters Score -2.046227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 158777 members 
Entering Unmasked Estep 
Score: -20462258.000000 Penalty: 5985.702148
	Iteration 142Q: 3 clusters Score -2.046226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -20462250.000000 Penalty: 5985.702148
	Iteration 143Q: 3 clusters Score -2.046225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 158737 members 
Entering Unmasked Estep 
Score: -20462250.000000 Penalty: 5985.702148
	Iteration 144Q: 3 clusters Score -2.046225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -20462252.000000 Penalty: 5985.702148
	Iteration 145Q: 3 clusters Score -2.046225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -20462262.000000 Penalty: 5985.702148
	Iteration 146Q: 3 clusters Score -2.046226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -20462276.000000 Penalty: 5985.702148
	Iteration 147Q: 3 clusters Score -2.046228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 158687 members 
Entering Unmasked Estep 
Score: -20462266.000000 Penalty: 5985.702148
	Iteration 148Q: 3 clusters Score -2.046227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -20462264.000000 Penalty: 5985.702148
	Iteration 149Q: 3 clusters Score -2.046226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 158669 members 
Entering Unmasked Estep 
Score: -20462264.000000 Penalty: 5985.702148
	Iteration 150Q: 3 clusters Score -2.046226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -20462274.000000 Penalty: 5985.702148
	Iteration 151Q: 3 clusters Score -2.046227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 158648 members 
Entering Unmasked Estep 
Score: -20462278.000000 Penalty: 5985.702148
	Iteration 152Q: 3 clusters Score -2.046228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -20462314.000000 Penalty: 5985.702148
	Iteration 153Q: 3 clusters Score -2.046231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -20462290.000000 Penalty: 5985.702148
	Iteration 154Q: 3 clusters Score -2.046229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -20462314.000000 Penalty: 5985.702148
	Iteration 155Q: 3 clusters Score -2.046231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 158559 members 
Entering Unmasked Estep 
Score: -20462326.000000 Penalty: 5985.702148
	Iteration 156Q: 3 clusters Score -2.046233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -20462322.000000 Penalty: 5985.702148
	Iteration 157Q: 3 clusters Score -2.046232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5985.702148
	Iteration 158Q: 3 clusters Score -2.046233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -20462308.000000 Penalty: 5985.702148
	Iteration 159Q: 3 clusters Score -2.046231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 158490 members 
Entering Unmasked Estep 
Score: -20462304.000000 Penalty: 5985.702148
	Iteration 160F: 3 clusters Score -2.04623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 158474 members 
Entering Unmasked Estep 
Score: -20462290.000000 Penalty: 5985.702148
	Iteration 161Q: 3 clusters Score -2.046229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -20462292.000000 Penalty: 5985.702148
	Iteration 162Q: 3 clusters Score -2.046229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -20462296.000000 Penalty: 5985.702148
	Iteration 163Q: 3 clusters Score -2.04623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 158444 members 
Entering Unmasked Estep 
Score: -20462292.000000 Penalty: 5985.702148
	Iteration 164Q: 3 clusters Score -2.046229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -20462282.000000 Penalty: 5985.702148
	Iteration 165Q: 3 clusters Score -2.046228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 158419 members 
Entering Unmasked Estep 
Score: -20462282.000000 Penalty: 5985.702148
	Iteration 166Q: 3 clusters Score -2.046228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -20462284.000000 Penalty: 5985.702148
	Iteration 167Q: 3 clusters Score -2.046228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 158404 members 
Entering Unmasked Estep 
Score: -20462284.000000 Penalty: 5985.702148
	Iteration 168Q: 3 clusters Score -2.046228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -20462286.000000 Penalty: 5985.702148
	Iteration 169Q: 3 clusters Score -2.046229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -20462282.000000 Penalty: 5985.702148
	Iteration 170Q: 3 clusters Score -2.046228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 158364 members 
Entering Unmasked Estep 
Score: -20462274.000000 Penalty: 5985.702148
	Iteration 171Q: 3 clusters Score -2.046227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -20462278.000000 Penalty: 5985.702148
	Iteration 172Q: 3 clusters Score -2.046228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -20462280.000000 Penalty: 5985.702148
	Iteration 173Q: 3 clusters Score -2.046228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 158316 members 
Entering Unmasked Estep 
Score: -20462262.000000 Penalty: 5985.702148
	Iteration 174Q: 3 clusters Score -2.046226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -20462252.000000 Penalty: 5985.702148
	Iteration 175Q: 3 clusters Score -2.046225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 158283 members 
Entering Unmasked Estep 
Score: -20462254.000000 Penalty: 5985.702148
	Iteration 176Q: 3 clusters Score -2.046225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -20462248.000000 Penalty: 5985.702148
	Iteration 177Q: 3 clusters Score -2.046225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 158253 members 
Entering Unmasked Estep 
Score: -20462250.000000 Penalty: 5985.702148
	Iteration 178Q: 3 clusters Score -2.046225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -20462232.000000 Penalty: 5985.702148
	Iteration 179Q: 3 clusters Score -2.046223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -20462236.000000 Penalty: 5985.702148
	Iteration 180F: 3 clusters Score -2.046224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -20462246.000000 Penalty: 5985.702148
	Iteration 181Q: 3 clusters Score -2.046225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 158214 members 
Entering Unmasked Estep 
Score: -20462260.000000 Penalty: 5985.702148
	Iteration 182Q: 3 clusters Score -2.046226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -20462240.000000 Penalty: 5985.702148
	Iteration 183Q: 3 clusters Score -2.046224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -20462234.000000 Penalty: 5985.702148
	Iteration 184Q: 3 clusters Score -2.046223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -20462244.000000 Penalty: 5985.702148
	Iteration 185Q: 3 clusters Score -2.046224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -20462230.000000 Penalty: 5985.702148
	Iteration 186Q: 3 clusters Score -2.046223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -20462246.000000 Penalty: 5985.702148
	Iteration 187Q: 3 clusters Score -2.046225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -20462262.000000 Penalty: 5985.702148
	Iteration 188Q: 3 clusters Score -2.046226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -20462280.000000 Penalty: 5985.702148
	Iteration 189Q: 3 clusters Score -2.046228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -20462286.000000 Penalty: 5985.702148
	Iteration 190Q: 3 clusters Score -2.046229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -20462296.000000 Penalty: 5985.702148
	Iteration 191Q: 3 clusters Score -2.04623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 158045 members 
Entering Unmasked Estep 
Score: -20462296.000000 Penalty: 5985.702148
	Iteration 192Q: 3 clusters Score -2.04623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -20462286.000000 Penalty: 5985.702148
	Iteration 193Q: 3 clusters Score -2.046229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 158002 members 
Entering Unmasked Estep 
Score: -20462304.000000 Penalty: 5985.702148
	Iteration 194Q: 3 clusters Score -2.04623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 157980 members 
Entering Unmasked Estep 
Score: -20462316.000000 Penalty: 5985.702148
	Iteration 195Q: 3 clusters Score -2.046232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -20462314.000000 Penalty: 5985.702148
	Iteration 196Q: 3 clusters Score -2.046231e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -20462314.000000 Penalty: 5985.702148
	Iteration 197Q: 3 clusters Score -2.046231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -20462346.000000 Penalty: 5985.702148
	Iteration 198Q: 3 clusters Score -2.046235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -20462350.000000 Penalty: 5985.702148
	Iteration 199Q: 3 clusters Score -2.046235e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -20462340.000000 Penalty: 5985.702148
	Iteration 200F: 3 clusters Score -2.046234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 157780 members 
Entering Unmasked Estep 
Score: -20462302.000000 Penalty: 5985.702148
	Iteration 201Q: 3 clusters Score -2.04623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5985.702148
	Iteration 202Q: 3 clusters Score -2.046233e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 157669 members 
Entering Unmasked Estep 
Score: -20462368.000000 Penalty: 5985.702148
	Iteration 203Q: 3 clusters Score -2.046237e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 157608 members 
Entering Unmasked Estep 
Score: -20462376.000000 Penalty: 5985.702148
	Iteration 204Q: 3 clusters Score -2.046238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -20462378.000000 Penalty: 5985.702148
	Iteration 205Q: 3 clusters Score -2.046238e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 157435 members 
Entering Unmasked Estep 
Score: -20462358.000000 Penalty: 5985.702148
	Iteration 206Q: 3 clusters Score -2.046236e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -20462396.000000 Penalty: 5985.702148
	Iteration 207Q: 3 clusters Score -2.04624e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -20462368.000000 Penalty: 5985.702148
	Iteration 208Q: 3 clusters Score -2.046237e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -20462380.000000 Penalty: 5985.702148
	Iteration 209Q: 3 clusters Score -2.046238e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -20462400.000000 Penalty: 5985.702148
	Iteration 210Q: 3 clusters Score -2.04624e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -20462410.000000 Penalty: 5985.702148
	Iteration 211Q: 3 clusters Score -2.046241e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -20462420.000000 Penalty: 5985.702148
	Iteration 212Q: 3 clusters Score -2.046242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -20462386.000000 Penalty: 5985.702148
	Iteration 213Q: 3 clusters Score -2.046239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -20462424.000000 Penalty: 5985.702148
	Iteration 214Q: 3 clusters Score -2.046242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 156735 members 
Entering Unmasked Estep 
Score: -20462426.000000 Penalty: 5985.702148
	Iteration 215Q: 3 clusters Score -2.046243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -20462430.000000 Penalty: 5985.702148
	Iteration 216Q: 3 clusters Score -2.046243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -20462444.000000 Penalty: 5985.702148
	Iteration 217Q: 3 clusters Score -2.046244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -20462422.000000 Penalty: 5985.702148
	Iteration 218Q: 3 clusters Score -2.046242e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -20462412.000000 Penalty: 5985.702148
	Iteration 219Q: 3 clusters Score -2.046241e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -20462422.000000 Penalty: 5985.702148
	Iteration 220F: 3 clusters Score -2.046242e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -20462440.000000 Penalty: 5985.702148
	Iteration 221Q: 3 clusters Score -2.046244e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -20462456.000000 Penalty: 5985.702148
	Iteration 222Q: 3 clusters Score -2.046246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -20462486.000000 Penalty: 5985.702148
	Iteration 223Q: 3 clusters Score -2.046249e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 156048 members 
Entering Unmasked Estep 
Score: -20462472.000000 Penalty: 5985.702148
	Iteration 224Q: 3 clusters Score -2.046247e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -20462526.000000 Penalty: 5985.702148
	Iteration 225Q: 3 clusters Score -2.046253e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -20462496.000000 Penalty: 5985.702148
	Iteration 226Q: 3 clusters Score -2.04625e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -20462518.000000 Penalty: 5985.702148
	Iteration 227Q: 3 clusters Score -2.046252e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 155455 members 
Entering Unmasked Estep 
Score: -20462502.000000 Penalty: 5985.702148
	Iteration 228Q: 3 clusters Score -2.04625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -20462570.000000 Penalty: 5985.702148
	Iteration 229Q: 3 clusters Score -2.046257e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -20462594.000000 Penalty: 5985.702148
	Iteration 230Q: 3 clusters Score -2.046259e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -20462606.000000 Penalty: 5985.702148
	Iteration 231Q: 3 clusters Score -2.046261e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -20462598.000000 Penalty: 5985.702148
	Iteration 232Q: 3 clusters Score -2.04626e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -20462650.000000 Penalty: 5985.702148
	Iteration 233Q: 3 clusters Score -2.046265e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -20462690.000000 Penalty: 5985.702148
	Iteration 234Q: 3 clusters Score -2.046269e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -20462738.000000 Penalty: 5985.702148
	Iteration 235Q: 3 clusters Score -2.046274e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 154104 members 
Entering Unmasked Estep 
Score: -20462736.000000 Penalty: 5985.702148
	Iteration 236Q: 3 clusters Score -2.046274e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -20462830.000000 Penalty: 5985.702148
	Iteration 237Q: 3 clusters Score -2.046283e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -20462868.000000 Penalty: 5985.702148
	Iteration 238Q: 3 clusters Score -2.046287e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -20462858.000000 Penalty: 5985.702148
	Iteration 239Q: 3 clusters Score -2.046286e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -20462858.000000 Penalty: 5985.702148
	Iteration 240F: 3 clusters Score -2.046286e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 152974 members 
Entering Unmasked Estep 
Score: -20462888.000000 Penalty: 5985.702148
	Iteration 241Q: 3 clusters Score -2.046289e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 152739 members 
Entering Unmasked Estep 
Score: -20462886.000000 Penalty: 5985.702148
	Iteration 242Q: 3 clusters Score -2.046289e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -20462860.000000 Penalty: 5985.702148
	Iteration 243Q: 3 clusters Score -2.046286e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -20462870.000000 Penalty: 5985.702148
	Iteration 244Q: 3 clusters Score -2.046287e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 152069 members 
Entering Unmasked Estep 
Score: -20462924.000000 Penalty: 5985.702148
	Iteration 245Q: 3 clusters Score -2.046292e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 151846 members 
Entering Unmasked Estep 
Score: -20462902.000000 Penalty: 5985.702148
	Iteration 246Q: 3 clusters Score -2.04629e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -20462894.000000 Penalty: 5985.702148
	Iteration 247Q: 3 clusters Score -2.046289e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 151400 members 
Entering Unmasked Estep 
Score: -20462926.000000 Penalty: 5985.702148
	Iteration 248Q: 3 clusters Score -2.046293e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -20462934.000000 Penalty: 5985.702148
	Iteration 249Q: 3 clusters Score -2.046293e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -20462892.000000 Penalty: 5985.702148
	Iteration 250Q: 3 clusters Score -2.046289e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 150745 members 
Entering Unmasked Estep 
Score: -20462966.000000 Penalty: 5985.702148
	Iteration 251Q: 3 clusters Score -2.046297e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -20462998.000000 Penalty: 5985.702148
	Iteration 252Q: 3 clusters Score -2.0463e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -20462970.000000 Penalty: 5985.702148
	Iteration 253Q: 3 clusters Score -2.046297e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -20463004.000000 Penalty: 5985.702148
	Iteration 254Q: 3 clusters Score -2.0463e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -20462990.000000 Penalty: 5985.702148
	Iteration 255Q: 3 clusters Score -2.046299e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 149454 members 
Entering Unmasked Estep 
Score: -20463004.000000 Penalty: 5985.702148
	Iteration 256Q: 3 clusters Score -2.0463e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -20463010.000000 Penalty: 5985.702148
	Iteration 257Q: 3 clusters Score -2.046301e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -20463070.000000 Penalty: 5985.702148
	Iteration 258Q: 3 clusters Score -2.046307e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 148608 members 
Entering Unmasked Estep 
Score: -20463088.000000 Penalty: 5985.702148
	Iteration 259Q: 3 clusters Score -2.046309e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -20463124.000000 Penalty: 5985.702148
	Iteration 260F: 3 clusters Score -2.046312e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -20463140.000000 Penalty: 5985.702148
	Iteration 261Q: 3 clusters Score -2.046314e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -20463164.000000 Penalty: 5985.702148
	Iteration 262Q: 3 clusters Score -2.046316e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -20463178.000000 Penalty: 5985.702148
	Iteration 263Q: 3 clusters Score -2.046318e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -20463216.000000 Penalty: 5985.702148
	Iteration 264Q: 3 clusters Score -2.046322e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -20463326.000000 Penalty: 5985.702148
	Iteration 265Q: 3 clusters Score -2.046333e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 146566 members 
Entering Unmasked Estep 
Score: -20463332.000000 Penalty: 5985.702148
	Iteration 266Q: 3 clusters Score -2.046333e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 146266 members 
Entering Unmasked Estep 
Score: -20463386.000000 Penalty: 5985.702148
	Iteration 267Q: 3 clusters Score -2.046339e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 145937 members 
Entering Unmasked Estep 
Score: -20463392.000000 Penalty: 5985.702148
	Iteration 268Q: 3 clusters Score -2.046339e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -20463476.000000 Penalty: 5985.702148
	Iteration 269Q: 3 clusters Score -2.046348e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -20463524.000000 Penalty: 5985.702148
	Iteration 270Q: 3 clusters Score -2.046352e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -20463550.000000 Penalty: 5985.702148
	Iteration 271Q: 3 clusters Score -2.046355e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -20463562.000000 Penalty: 5985.702148
	Iteration 272Q: 3 clusters Score -2.046356e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 144104 members 
Entering Unmasked Estep 
Score: -20463624.000000 Penalty: 5985.702148
	Iteration 273Q: 3 clusters Score -2.046362e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -20463676.000000 Penalty: 5985.702148
	Iteration 274Q: 3 clusters Score -2.046368e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -20463722.000000 Penalty: 5985.702148
	Iteration 275Q: 3 clusters Score -2.046372e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -20463756.000000 Penalty: 5985.702148
	Iteration 276Q: 3 clusters Score -2.046376e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 142390 members 
Entering Unmasked Estep 
Score: -20463812.000000 Penalty: 5985.702148
	Iteration 277Q: 3 clusters Score -2.046381e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -20463798.000000 Penalty: 5985.702148
	Iteration 278Q: 3 clusters Score -2.04638e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -20463820.000000 Penalty: 5985.702148
	Iteration 279Q: 3 clusters Score -2.046382e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 141110 members 
Entering Unmasked Estep 
Score: -20463882.000000 Penalty: 5985.702148
	Iteration 280F: 3 clusters Score -2.046388e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 140649 members 
Entering Unmasked Estep 
Score: -20463874.000000 Penalty: 5985.702148
	Iteration 281Q: 3 clusters Score -2.046387e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -20463884.000000 Penalty: 5985.702148
	Iteration 282Q: 3 clusters Score -2.046388e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 139758 members 
Entering Unmasked Estep 
Score: -20463962.000000 Penalty: 5985.702148
	Iteration 283Q: 3 clusters Score -2.046396e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 139306 members 
Entering Unmasked Estep 
Score: -20464030.000000 Penalty: 5985.702148
	Iteration 284Q: 3 clusters Score -2.046403e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -20464162.000000 Penalty: 5985.702148
	Iteration 285Q: 3 clusters Score -2.046416e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 138410 members 
Entering Unmasked Estep 
Score: -20464208.000000 Penalty: 5985.702148
	Iteration 286Q: 3 clusters Score -2.046421e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -20464256.000000 Penalty: 5985.702148
	Iteration 287Q: 3 clusters Score -2.046426e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -20464292.000000 Penalty: 5985.702148
	Iteration 288Q: 3 clusters Score -2.046429e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 137100 members 
Entering Unmasked Estep 
Score: -20464364.000000 Penalty: 5985.702148
	Iteration 289Q: 3 clusters Score -2.046436e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 136669 members 
Entering Unmasked Estep 
Score: -20464386.000000 Penalty: 5985.702148
	Iteration 290Q: 3 clusters Score -2.046439e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 136263 members 
Entering Unmasked Estep 
Score: -20464408.000000 Penalty: 5985.702148
	Iteration 291Q: 3 clusters Score -2.046441e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 135842 members 
Entering Unmasked Estep 
Score: -20464412.000000 Penalty: 5985.702148
	Iteration 292Q: 3 clusters Score -2.046441e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 135440 members 
Entering Unmasked Estep 
Score: -20464414.000000 Penalty: 5985.702148
	Iteration 293Q: 3 clusters Score -2.046441e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -20464434.000000 Penalty: 5985.702148
	Iteration 294Q: 3 clusters Score -2.046443e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 134703 members 
Entering Unmasked Estep 
Score: -20464410.000000 Penalty: 5985.702148
	Iteration 295Q: 3 clusters Score -2.046441e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -20464456.000000 Penalty: 5985.702148
	Iteration 296Q: 3 clusters Score -2.046446e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -20464412.000000 Penalty: 5985.702148
	Iteration 297Q: 3 clusters Score -2.046441e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -20464400.000000 Penalty: 5985.702148
	Iteration 298Q: 3 clusters Score -2.04644e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 133508 members 
Entering Unmasked Estep 
Score: -20464442.000000 Penalty: 5985.702148
	Iteration 299Q: 3 clusters Score -2.046444e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -20464440.000000 Penalty: 5985.702148
	Iteration 300F: 3 clusters Score -2.046444e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 132923 members 
Entering Unmasked Estep 
Score: -20464478.000000 Penalty: 5985.702148
	Iteration 301Q: 3 clusters Score -2.046448e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -20464498.000000 Penalty: 5985.702148
	Iteration 302Q: 3 clusters Score -2.04645e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 132320 members 
Entering Unmasked Estep 
Score: -20464488.000000 Penalty: 5985.702148
	Iteration 303Q: 3 clusters Score -2.046449e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 132038 members 
Entering Unmasked Estep 
Score: -20464570.000000 Penalty: 5985.702148
	Iteration 304Q: 3 clusters Score -2.046457e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 131769 members 
Entering Unmasked Estep 
Score: -20464588.000000 Penalty: 5985.702148
	Iteration 305Q: 3 clusters Score -2.046459e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -20464654.000000 Penalty: 5985.702148
	Iteration 306Q: 3 clusters Score -2.046465e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -20464626.000000 Penalty: 5985.702148
	Iteration 307Q: 3 clusters Score -2.046463e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -20464632.000000 Penalty: 5985.702148
	Iteration 308Q: 3 clusters Score -2.046463e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -20464634.000000 Penalty: 5985.702148
	Iteration 309Q: 3 clusters Score -2.046463e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 130502 members 
Entering Unmasked Estep 
Score: -20464700.000000 Penalty: 5985.702148
	Iteration 310Q: 3 clusters Score -2.04647e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -20464700.000000 Penalty: 5985.702148
	Iteration 311Q: 3 clusters Score -2.04647e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 129978 members 
Entering Unmasked Estep 
Score: -20464668.000000 Penalty: 5985.702148
	Iteration 312Q: 3 clusters Score -2.046467e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 129719 members 
Entering Unmasked Estep 
Score: -20464666.000000 Penalty: 5985.702148
	Iteration 313Q: 3 clusters Score -2.046467e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 129491 members 
Entering Unmasked Estep 
Score: -20464746.000000 Penalty: 5985.702148
	Iteration 314Q: 3 clusters Score -2.046475e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -20464710.000000 Penalty: 5985.702148
	Iteration 315Q: 3 clusters Score -2.046471e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 129067 members 
Entering Unmasked Estep 
Score: -20464744.000000 Penalty: 5985.702148
	Iteration 316Q: 3 clusters Score -2.046474e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -20464778.000000 Penalty: 5985.702148
	Iteration 317Q: 3 clusters Score -2.046478e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 128697 members 
Entering Unmasked Estep 
Score: -20464778.000000 Penalty: 5985.702148
	Iteration 318Q: 3 clusters Score -2.046478e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -20464762.000000 Penalty: 5985.702148
	Iteration 319Q: 3 clusters Score -2.046476e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -20464738.000000 Penalty: 5985.702148
	Iteration 320F: 3 clusters Score -2.046474e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -20464752.000000 Penalty: 5985.702148
	Iteration 321Q: 3 clusters Score -2.046475e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -20464774.000000 Penalty: 5985.702148
	Iteration 322Q: 3 clusters Score -2.046477e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 127841 members 
Entering Unmasked Estep 
Score: -20464800.000000 Penalty: 5985.702148
	Iteration 323Q: 3 clusters Score -2.04648e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -20464790.000000 Penalty: 5985.702148
	Iteration 324Q: 3 clusters Score -2.046479e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -20464788.000000 Penalty: 5985.702148
	Iteration 325Q: 3 clusters Score -2.046479e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -20464770.000000 Penalty: 5985.702148
	Iteration 326Q: 3 clusters Score -2.046477e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 127348 members 
Entering Unmasked Estep 
Score: -20464784.000000 Penalty: 5985.702148
	Iteration 327Q: 3 clusters Score -2.046478e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -20464798.000000 Penalty: 5985.702148
	Iteration 328Q: 3 clusters Score -2.04648e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 127117 members 
Entering Unmasked Estep 
Score: -20464772.000000 Penalty: 5985.702148
	Iteration 329Q: 3 clusters Score -2.046477e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 127015 members 
Entering Unmasked Estep 
Score: -20464804.000000 Penalty: 5985.702148
	Iteration 330Q: 3 clusters Score -2.04648e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -20464810.000000 Penalty: 5985.702148
	Iteration 331Q: 3 clusters Score -2.046481e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -20464850.000000 Penalty: 5985.702148
	Iteration 332Q: 3 clusters Score -2.046485e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -20464862.000000 Penalty: 5985.702148
	Iteration 333Q: 3 clusters Score -2.046486e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 126619 members 
Entering Unmasked Estep 
Score: -20464854.000000 Penalty: 5985.702148
	Iteration 334Q: 3 clusters Score -2.046485e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -20464868.000000 Penalty: 5985.702148
	Iteration 335Q: 3 clusters Score -2.046487e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -20464874.000000 Penalty: 5985.702148
	Iteration 336Q: 3 clusters Score -2.046487e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -20464864.000000 Penalty: 5985.702148
	Iteration 337Q: 3 clusters Score -2.046486e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -20464860.000000 Penalty: 5985.702148
	Iteration 338Q: 3 clusters Score -2.046486e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -20464866.000000 Penalty: 5985.702148
	Iteration 339Q: 3 clusters Score -2.046487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -20464864.000000 Penalty: 5985.702148
	Iteration 340F: 3 clusters Score -2.046486e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -20464818.000000 Penalty: 5985.702148
	Iteration 341Q: 3 clusters Score -2.046482e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
Score: -20464828.000000 Penalty: 5985.702148
	Iteration 342Q: 3 clusters Score -2.046483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -20464838.000000 Penalty: 5985.702148
	Iteration 343Q: 3 clusters Score -2.046484e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -20464836.000000 Penalty: 5985.702148
	Iteration 344Q: 3 clusters Score -2.046484e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 125907 members 
Entering Unmasked Estep 
Score: -20464852.000000 Penalty: 5985.702148
	Iteration 345Q: 3 clusters Score -2.046485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -20464872.000000 Penalty: 5985.702148
	Iteration 346Q: 3 clusters Score -2.046487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -20464862.000000 Penalty: 5985.702148
	Iteration 347Q: 3 clusters Score -2.046486e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 125768 members 
Entering Unmasked Estep 
Score: -20464882.000000 Penalty: 5985.702148
	Iteration 348Q: 3 clusters Score -2.046488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -20464854.000000 Penalty: 5985.702148
	Iteration 349Q: 3 clusters Score -2.046485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 125691 members 
Entering Unmasked Estep 
Score: -20464866.000000 Penalty: 5985.702148
	Iteration 350Q: 3 clusters Score -2.046487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 125651 members 
Entering Unmasked Estep 
Score: -20464856.000000 Penalty: 5985.702148
	Iteration 351Q: 3 clusters Score -2.046486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -20464854.000000 Penalty: 5985.702148
	Iteration 352Q: 3 clusters Score -2.046485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -20464880.000000 Penalty: 5985.702148
	Iteration 353Q: 3 clusters Score -2.046488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -20464870.000000 Penalty: 5985.702148
	Iteration 354Q: 3 clusters Score -2.046487e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 125495 members 
Entering Unmasked Estep 
Score: -20464846.000000 Penalty: 5985.702148
	Iteration 355Q: 3 clusters Score -2.046485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -20464858.000000 Penalty: 5985.702148
	Iteration 356Q: 3 clusters Score -2.046486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 125417 members 
Entering Unmasked Estep 
Score: -20464860.000000 Penalty: 5985.702148
	Iteration 357Q: 3 clusters Score -2.046486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 125390 members 
Entering Unmasked Estep 
Score: -20464850.000000 Penalty: 5985.702148
	Iteration 358Q: 3 clusters Score -2.046485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 125372 members 
Entering Unmasked Estep 
Score: -20464842.000000 Penalty: 5985.702148
	Iteration 359Q: 3 clusters Score -2.046484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 125355 members 
Entering Unmasked Estep 
Score: -20464842.000000 Penalty: 5985.702148
	Iteration 360F: 3 clusters Score -2.046484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 125340 members 
Entering Unmasked Estep 
Score: -20464834.000000 Penalty: 5985.702148
	Iteration 361Q: 3 clusters Score -2.046483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -20464830.000000 Penalty: 5985.702148
	Iteration 362Q: 3 clusters Score -2.046483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -20464820.000000 Penalty: 5985.702148
	Iteration 363Q: 3 clusters Score -2.046482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -20464834.000000 Penalty: 5985.702148
	Iteration 364Q: 3 clusters Score -2.046483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -20464798.000000 Penalty: 5985.702148
	Iteration 365Q: 3 clusters Score -2.04648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 125243 members 
Entering Unmasked Estep 
Score: -20464786.000000 Penalty: 5985.702148
	Iteration 366Q: 3 clusters Score -2.046479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 125218 members 
Entering Unmasked Estep 
Score: -20464796.000000 Penalty: 5985.702148
	Iteration 367Q: 3 clusters Score -2.04648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 125188 members 
Entering Unmasked Estep 
Score: -20464788.000000 Penalty: 5985.702148
	Iteration 368Q: 3 clusters Score -2.046479e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -20464794.000000 Penalty: 5985.702148
	Iteration 369Q: 3 clusters Score -2.046479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -20464816.000000 Penalty: 5985.702148
	Iteration 370Q: 3 clusters Score -2.046482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -20464836.000000 Penalty: 5985.702148
	Iteration 371Q: 3 clusters Score -2.046484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -20464840.000000 Penalty: 5985.702148
	Iteration 372Q: 3 clusters Score -2.046484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 124981 members 
Entering Unmasked Estep 
Score: -20464826.000000 Penalty: 5985.702148
	Iteration 373Q: 3 clusters Score -2.046483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 124927 members 
Entering Unmasked Estep 
Score: -20464840.000000 Penalty: 5985.702148
	Iteration 374Q: 3 clusters Score -2.046484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -20464836.000000 Penalty: 5985.702148
	Iteration 375Q: 3 clusters Score -2.046484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -20464848.000000 Penalty: 5985.702148
	Iteration 376Q: 3 clusters Score -2.046485e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
Score: -20464816.000000 Penalty: 5985.702148
	Iteration 377Q: 3 clusters Score -2.046482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -20464836.000000 Penalty: 5985.702148
	Iteration 378Q: 3 clusters Score -2.046484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 124715 members 
Entering Unmasked Estep 
Score: -20464862.000000 Penalty: 5985.702148
	Iteration 379Q: 3 clusters Score -2.046486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -20464852.000000 Penalty: 5985.702148
	Iteration 380F: 3 clusters Score -2.046485e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -20464904.000000 Penalty: 5985.702148
	Iteration 381Q: 3 clusters Score -2.04649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -20464904.000000 Penalty: 5985.702148
	Iteration 382Q: 3 clusters Score -2.04649e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -20464898.000000 Penalty: 5985.702148
	Iteration 383Q: 3 clusters Score -2.04649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -20464886.000000 Penalty: 5985.702148
	Iteration 384Q: 3 clusters Score -2.046489e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -20464880.000000 Penalty: 5985.702148
	Iteration 385Q: 3 clusters Score -2.046488e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 124256 members 
Entering Unmasked Estep 
Score: -20464898.000000 Penalty: 5985.702148
	Iteration 386Q: 3 clusters Score -2.04649e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 124180 members 
Entering Unmasked Estep 
Score: -20464910.000000 Penalty: 5985.702148
	Iteration 387Q: 3 clusters Score -2.046491e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 124113 members 
Entering Unmasked Estep 
Score: -20464908.000000 Penalty: 5985.702148
	Iteration 388Q: 3 clusters Score -2.046491e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 124049 members 
Entering Unmasked Estep 
Score: -20464916.000000 Penalty: 5985.702148
	Iteration 389Q: 3 clusters Score -2.046492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 124002 members 
Entering Unmasked Estep 
Score: -20464946.000000 Penalty: 5985.702148
	Iteration 390Q: 3 clusters Score -2.046495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 123972 members 
Entering Unmasked Estep 
Score: -20464964.000000 Penalty: 5985.702148
	Iteration 391Q: 3 clusters Score -2.046496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -20464976.000000 Penalty: 5985.702148
	Iteration 392Q: 3 clusters Score -2.046498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -20464978.000000 Penalty: 5985.702148
	Iteration 393Q: 3 clusters Score -2.046498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 123874 members 
Entering Unmasked Estep 
Score: -20464986.000000 Penalty: 5985.702148
	Iteration 394Q: 3 clusters Score -2.046499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -20465006.000000 Penalty: 5985.702148
	Iteration 395Q: 3 clusters Score -2.046501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -20464976.000000 Penalty: 5985.702148
	Iteration 396Q: 3 clusters Score -2.046498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 123779 members 
Entering Unmasked Estep 
Score: -20464980.000000 Penalty: 5985.702148
	Iteration 397Q: 3 clusters Score -2.046498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -20465002.000000 Penalty: 5985.702148
	Iteration 398Q: 3 clusters Score -2.0465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -20465020.000000 Penalty: 5985.702148
	Iteration 399Q: 3 clusters Score -2.046502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -20465034.000000 Penalty: 5985.702148
	Iteration 400F: 3 clusters Score -2.046503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 123665 members 
Entering Unmasked Estep 
Score: -20465022.000000 Penalty: 5985.702148
	Iteration 401Q: 3 clusters Score -2.046502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 123639 members 
Entering Unmasked Estep 
Score: -20465038.000000 Penalty: 5985.702148
	Iteration 402Q: 3 clusters Score -2.046504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -20465050.000000 Penalty: 5985.702148
	Iteration 403Q: 3 clusters Score -2.046505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 123579 members 
Entering Unmasked Estep 
Score: -20465046.000000 Penalty: 5985.702148
	Iteration 404Q: 3 clusters Score -2.046505e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 123539 members 
Entering Unmasked Estep 
Score: -20465020.000000 Penalty: 5985.702148
	Iteration 405Q: 3 clusters Score -2.046502e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -20465058.000000 Penalty: 5985.702148
	Iteration 406Q: 3 clusters Score -2.046506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 123454 members 
Entering Unmasked Estep 
Score: -20465026.000000 Penalty: 5985.702148
	Iteration 407Q: 3 clusters Score -2.046503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -20465020.000000 Penalty: 5985.702148
	Iteration 408Q: 3 clusters Score -2.046502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -20465026.000000 Penalty: 5985.702148
	Iteration 409Q: 3 clusters Score -2.046503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -20465028.000000 Penalty: 5985.702148
	Iteration 410Q: 3 clusters Score -2.046503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 123309 members 
Entering Unmasked Estep 
Score: -20465058.000000 Penalty: 5985.702148
	Iteration 411Q: 3 clusters Score -2.046506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 123286 members 
Entering Unmasked Estep 
Score: -20465048.000000 Penalty: 5985.702148
	Iteration 412Q: 3 clusters Score -2.046505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 123263 members 
Entering Unmasked Estep 
Score: -20465064.000000 Penalty: 5985.702148
	Iteration 413Q: 3 clusters Score -2.046506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 123244 members 
Entering Unmasked Estep 
Score: -20465054.000000 Penalty: 5985.702148
	Iteration 414Q: 3 clusters Score -2.046505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -20465060.000000 Penalty: 5985.702148
	Iteration 415Q: 3 clusters Score -2.046506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -20465072.000000 Penalty: 5985.702148
	Iteration 416Q: 3 clusters Score -2.046507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -20465082.000000 Penalty: 5985.702148
	Iteration 417Q: 3 clusters Score -2.046508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -20465098.000000 Penalty: 5985.702148
	Iteration 418Q: 3 clusters Score -2.04651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 123175 members 
Entering Unmasked Estep 
Score: -20465100.000000 Penalty: 5985.702148
	Iteration 419Q: 3 clusters Score -2.04651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -20465092.000000 Penalty: 5985.702148
	Iteration 420F: 3 clusters Score -2.046509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -20465080.000000 Penalty: 5985.702148
	Iteration 421Q: 3 clusters Score -2.046508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -20465090.000000 Penalty: 5985.702148
	Iteration 422Q: 3 clusters Score -2.046509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -20465098.000000 Penalty: 5985.702148
	Iteration 423Q: 3 clusters Score -2.04651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -20465086.000000 Penalty: 5985.702148
	Iteration 424Q: 3 clusters Score -2.046509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -20465092.000000 Penalty: 5985.702148
	Iteration 425Q: 3 clusters Score -2.046509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -20465098.000000 Penalty: 5985.702148
	Iteration 426Q: 3 clusters Score -2.04651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -20465104.000000 Penalty: 5985.702148
	Iteration 427Q: 3 clusters Score -2.04651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 123124 members 
Entering Unmasked Estep 
Score: -20465116.000000 Penalty: 5985.702148
	Iteration 428Q: 3 clusters Score -2.046512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 123116 members 
Entering Unmasked Estep 
Score: -20465108.000000 Penalty: 5985.702148
	Iteration 429Q: 3 clusters Score -2.046511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 123107 members 
Entering Unmasked Estep 
Score: -20465120.000000 Penalty: 5985.702148
	Iteration 430Q: 3 clusters Score -2.046512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -20465114.000000 Penalty: 5985.702148
	Iteration 431Q: 3 clusters Score -2.046511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
Score: -20465122.000000 Penalty: 5985.702148
	Iteration 432Q: 3 clusters Score -2.046512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 123084 members 
Entering Unmasked Estep 
Score: -20465138.000000 Penalty: 5985.702148
	Iteration 433Q: 3 clusters Score -2.046514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -20465132.000000 Penalty: 5985.702148
	Iteration 434Q: 3 clusters Score -2.046513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 123073 members 
Entering Unmasked Estep 
Score: -20465124.000000 Penalty: 5985.702148
	Iteration 435Q: 3 clusters Score -2.046512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 123066 members 
Entering Unmasked Estep 
Score: -20465140.000000 Penalty: 5985.702148
	Iteration 436Q: 3 clusters Score -2.046514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -20465144.000000 Penalty: 5985.702148
	Iteration 437Q: 3 clusters Score -2.046514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 123055 members 
Entering Unmasked Estep 
Score: -20465134.000000 Penalty: 5985.702148
	Iteration 438Q: 3 clusters Score -2.046513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -20465130.000000 Penalty: 5985.702148
	Iteration 439Q: 3 clusters Score -2.046513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 123045 members 
Entering Unmasked Estep 
Score: -20465120.000000 Penalty: 5985.702148
	Iteration 440F: 3 clusters Score -2.046512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -20465130.000000 Penalty: 5985.702148
	Iteration 441Q: 3 clusters Score -2.046513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -20465134.000000 Penalty: 5985.702148
	Iteration 442Q: 3 clusters Score -2.046513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -20465128.000000 Penalty: 5985.702148
	Iteration 443Q: 3 clusters Score -2.046513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 123023 members 
Entering Unmasked Estep 
Score: -20465118.000000 Penalty: 5985.702148
	Iteration 444Q: 3 clusters Score -2.046512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 123020 members 
Entering Unmasked Estep 
Score: -20465112.000000 Penalty: 5985.702148
	Iteration 445Q: 3 clusters Score -2.046511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -20465108.000000 Penalty: 5985.702148
	Iteration 446Q: 3 clusters Score -2.046511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 123012 members 
Entering Unmasked Estep 
Score: -20465120.000000 Penalty: 5985.702148
	Iteration 447Q: 3 clusters Score -2.046512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -20465122.000000 Penalty: 5985.702148
	Iteration 448Q: 3 clusters Score -2.046512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -20465112.000000 Penalty: 5985.702148
	Iteration 449Q: 3 clusters Score -2.046511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -20465116.000000 Penalty: 5985.702148
	Iteration 450Q: 3 clusters Score -2.046512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -20465116.000000 Penalty: 5985.702148
	Iteration 451Q: 3 clusters Score -2.046512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -20465118.000000 Penalty: 5985.702148
	Iteration 452Q: 3 clusters Score -2.046512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -20465112.000000 Penalty: 5985.702148
	Iteration 453Q: 3 clusters Score -2.046511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -20465124.000000 Penalty: 5985.702148
	Iteration 454Q: 3 clusters Score -2.046512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 122976 members 
Entering Unmasked Estep 
Score: -20465114.000000 Penalty: 5985.702148
	Iteration 455Q: 3 clusters Score -2.046511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -20465116.000000 Penalty: 5985.702148
	Iteration 456Q: 3 clusters Score -2.046512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -20465114.000000 Penalty: 5985.702148
	Iteration 457Q: 3 clusters Score -2.046511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -20465114.000000 Penalty: 5985.702148
	Iteration 458Q: 3 clusters Score -2.046511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 122973 members 
Entering Unmasked Estep 
Score: -20465114.000000 Penalty: 5985.702148
	Iteration 459F: 3 clusters Score -2.046511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 13061 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 215307 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 335657 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 108315 members 
Mstep: Class 17 contains 209723 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 71411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 49020 members 
Mstep: Class 24 contains 76974 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Mstep: Class 32 contains 122973 members 
Entering Unmasked Estep 
Score: -183975712.000000 Penalty: 113423.679688
Splitting cluster 1 changes total score from -183971008.000000 to -183975712.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 2 (23997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Entering Unmasked Estep 
Score: -2823029.000000 Penalty: 2501.249512
	Iteration 0F: 2 clusters Score -2823029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2806353.750000 Penalty: 5002.499023
	Iteration 0F: 3 clusters Score -2806354 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2812135.500000 Penalty: 5002.499023
	Iteration 1F: 3 clusters Score -2812136 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2812526.750000 Penalty: 5002.499023
	Iteration 2F: 3 clusters Score -2812527 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2812845.250000 Penalty: 5002.499023
	Iteration 3Q: 3 clusters Score -2812845 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2813123.000000 Penalty: 5002.499023
	Iteration 4Q: 3 clusters Score -2813123 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2813394.500000 Penalty: 5002.499023
	Iteration 5Q: 3 clusters Score -2813394 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2813686.750000 Penalty: 5002.499023
	Iteration 6Q: 3 clusters Score -2813687 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2814077.000000 Penalty: 5002.499023
	Iteration 7Q: 3 clusters Score -2814077 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2814668.000000 Penalty: 5002.499023
	Iteration 8Q: 3 clusters Score -2814668 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2815444.750000 Penalty: 5002.499023
	Iteration 9F: 3 clusters Score -2815445 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2816480.250000 Penalty: 5002.499023
	Iteration 10F: 3 clusters Score -2816480 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2817677.000000 Penalty: 5002.499023
	Iteration 11F: 3 clusters Score -2817677 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2818768.750000 Penalty: 5002.499023
	Iteration 12F: 3 clusters Score -2818769 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2819545.750000 Penalty: 5002.499023
	Iteration 13Q: 3 clusters Score -2819546 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2820064.250000 Penalty: 5002.499023
	Iteration 14Q: 3 clusters Score -2820064 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2820389.750000 Penalty: 5002.499023
	Iteration 15Q: 3 clusters Score -2820390 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2820611.000000 Penalty: 5002.499023
	Iteration 16Q: 3 clusters Score -2820611 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2820735.250000 Penalty: 5002.499023
	Iteration 17Q: 3 clusters Score -2820735 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2820841.500000 Penalty: 5002.499023
	Iteration 18Q: 3 clusters Score -2820842 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2820907.250000 Penalty: 5002.499023
	Iteration 19Q: 3 clusters Score -2820907 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2820940.250000 Penalty: 5002.499023
	Iteration 20F: 3 clusters Score -2820940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2820983.500000 Penalty: 5002.499023
	Iteration 21Q: 3 clusters Score -2820984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2821009.500000 Penalty: 5002.499023
	Iteration 22Q: 3 clusters Score -2821010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2821038.250000 Penalty: 5002.499023
	Iteration 23Q: 3 clusters Score -2821038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2821052.250000 Penalty: 5002.499023
	Iteration 24Q: 3 clusters Score -2821052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2821065.000000 Penalty: 5002.499023
	Iteration 25Q: 3 clusters Score -2821065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2821072.500000 Penalty: 5002.499023
	Iteration 26Q: 3 clusters Score -2821072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2821083.750000 Penalty: 5002.499023
	Iteration 27Q: 3 clusters Score -2821084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2821092.000000 Penalty: 5002.499023
	Iteration 28Q: 3 clusters Score -2821092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2821092.500000 Penalty: 5002.499023
	Iteration 29Q: 3 clusters Score -2821092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2821104.750000 Penalty: 5002.499023
	Iteration 30Q: 3 clusters Score -2821105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2821112.000000 Penalty: 5002.499023
	Iteration 31Q: 3 clusters Score -2821112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2821107.250000 Penalty: 5002.499023
	Iteration 32Q: 3 clusters Score -2821107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2821112.750000 Penalty: 5002.499023
	Iteration 33Q: 3 clusters Score -2821113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2821116.000000 Penalty: 5002.499023
	Iteration 34Q: 3 clusters Score -2821116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2821126.750000 Penalty: 5002.499023
	Iteration 35Q: 3 clusters Score -2821127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2821130.500000 Penalty: 5002.499023
	Iteration 36Q: 3 clusters Score -2821130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2821137.750000 Penalty: 5002.499023
	Iteration 37Q: 3 clusters Score -2821138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2821139.750000 Penalty: 5002.499023
	Iteration 38Q: 3 clusters Score -2821140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2821150.000000 Penalty: 5002.499023
	Iteration 39Q: 3 clusters Score -2821150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2821156.500000 Penalty: 5002.499023
	Iteration 40F: 3 clusters Score -2821156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2821158.500000 Penalty: 5002.499023
	Iteration 41Q: 3 clusters Score -2821158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2821159.250000 Penalty: 5002.499023
	Iteration 42Q: 3 clusters Score -2821159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2821156.250000 Penalty: 5002.499023
	Iteration 43Q: 3 clusters Score -2821156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2821159.750000 Penalty: 5002.499023
	Iteration 44Q: 3 clusters Score -2821160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2821161.250000 Penalty: 5002.499023
	Iteration 45Q: 3 clusters Score -2821161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2821163.000000 Penalty: 5002.499023
	Iteration 46Q: 3 clusters Score -2821163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2821157.250000 Penalty: 5002.499023
	Iteration 47Q: 3 clusters Score -2821157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2821161.250000 Penalty: 5002.499023
	Iteration 48Q: 3 clusters Score -2821161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2821170.000000 Penalty: 5002.499023
	Iteration 49Q: 3 clusters Score -2821170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2821177.500000 Penalty: 5002.499023
	Iteration 50Q: 3 clusters Score -2821178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2821179.500000 Penalty: 5002.499023
	Iteration 51Q: 3 clusters Score -2821180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2821178.250000 Penalty: 5002.499023
	Iteration 52Q: 3 clusters Score -2821178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2821183.750000 Penalty: 5002.499023
	Iteration 53Q: 3 clusters Score -2821184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2821182.750000 Penalty: 5002.499023
	Iteration 54Q: 3 clusters Score -2821183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2821185.250000 Penalty: 5002.499023
	Iteration 55Q: 3 clusters Score -2821185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2821182.750000 Penalty: 5002.499023
	Iteration 56Q: 3 clusters Score -2821183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2821187.250000 Penalty: 5002.499023
	Iteration 57Q: 3 clusters Score -2821187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2821189.250000 Penalty: 5002.499023
	Iteration 58Q: 3 clusters Score -2821189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2821188.750000 Penalty: 5002.499023
	Iteration 59Q: 3 clusters Score -2821189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2821191.500000 Penalty: 5002.499023
	Iteration 60F: 3 clusters Score -2821192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2821193.500000 Penalty: 5002.499023
	Iteration 61Q: 3 clusters Score -2821194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2821190.250000 Penalty: 5002.499023
	Iteration 62Q: 3 clusters Score -2821190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2821194.250000 Penalty: 5002.499023
	Iteration 63Q: 3 clusters Score -2821194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2821195.250000 Penalty: 5002.499023
	Iteration 64Q: 3 clusters Score -2821195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2821191.500000 Penalty: 5002.499023
	Iteration 65Q: 3 clusters Score -2821192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2821194.500000 Penalty: 5002.499023
	Iteration 66Q: 3 clusters Score -2821194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2821195.500000 Penalty: 5002.499023
	Iteration 67Q: 3 clusters Score -2821196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2821200.500000 Penalty: 5002.499023
	Iteration 68Q: 3 clusters Score -2821200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2821201.000000 Penalty: 5002.499023
	Iteration 69Q: 3 clusters Score -2821201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2821200.250000 Penalty: 5002.499023
	Iteration 70Q: 3 clusters Score -2821200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2821201.750000 Penalty: 5002.499023
	Iteration 71Q: 3 clusters Score -2821202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2821199.250000 Penalty: 5002.499023
	Iteration 72Q: 3 clusters Score -2821199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2821202.500000 Penalty: 5002.499023
	Iteration 73Q: 3 clusters Score -2821202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2821201.250000 Penalty: 5002.499023
	Iteration 74Q: 3 clusters Score -2821201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2821203.750000 Penalty: 5002.499023
	Iteration 75Q: 3 clusters Score -2821204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2821202.000000 Penalty: 5002.499023
	Iteration 76Q: 3 clusters Score -2821202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2821203.500000 Penalty: 5002.499023
	Iteration 77Q: 3 clusters Score -2821204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2821203.500000 Penalty: 5002.499023
	Iteration 78F: 3 clusters Score -2821204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -206374.968750 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -206375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203865.984375 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -203866 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -204523.406250 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -204523.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -205152.906250 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -205152.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205666.640625 Penalty: 3736.712158
	Iteration 3F: 3 clusters Score -205666.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -205873.625000 Penalty: 3736.712158
	Iteration 4F: 3 clusters Score -205873.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -205994.375000 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -205994.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -206069.265625 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -206069.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -206110.515625 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -206110.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -206135.953125 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -206136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -206160.234375 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -206160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -206169.484375 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -206169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -206177.515625 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -206177.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -206183.812500 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -206183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -206190.343750 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -206190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -206193.078125 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -206193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -206196.656250 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -206196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -206200.921875 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -206200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -206203.937500 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -206203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -206205.734375 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -206205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -206206.531250 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -206206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -206208.718750 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -206208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -206211.390625 Penalty: 3736.712158
	Iteration 21Q: 3 clusters Score -206211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -206212.031250 Penalty: 3736.712158
	Iteration 22Q: 3 clusters Score -206212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -206212.984375 Penalty: 3736.712158
	Iteration 23Q: 3 clusters Score -206213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -206213.656250 Penalty: 3736.712158
	Iteration 24Q: 3 clusters Score -206213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -206215.031250 Penalty: 3736.712158
	Iteration 25Q: 3 clusters Score -206215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -206215.984375 Penalty: 3736.712158
	Iteration 26Q: 3 clusters Score -206216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -206216.109375 Penalty: 3736.712158
	Iteration 27Q: 3 clusters Score -206216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -206217.031250 Penalty: 3736.712158
	Iteration 28Q: 3 clusters Score -206217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -206218.125000 Penalty: 3736.712158
	Iteration 29Q: 3 clusters Score -206218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -206219.328125 Penalty: 3736.712158
	Iteration 30Q: 3 clusters Score -206219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -206219.328125 Penalty: 3736.712158
	Iteration 31F: 3 clusters Score -206219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Entering Unmasked Estep 
Score: -1430271.375000 Penalty: 2350.391602
	Iteration 0F: 2 clusters Score -1430271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1420710.250000 Penalty: 4700.783203
	Iteration 0F: 3 clusters Score -1420710 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1423775.125000 Penalty: 4700.783203
	Iteration 1F: 3 clusters Score -1423775 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1424184.875000 Penalty: 4700.783203
	Iteration 2F: 3 clusters Score -1424185 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1424493.625000 Penalty: 4700.783203
	Iteration 3F: 3 clusters Score -1424494 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1424787.250000 Penalty: 4700.783203
	Iteration 4Q: 3 clusters Score -1424787 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1425004.000000 Penalty: 4700.783203
	Iteration 5Q: 3 clusters Score -1425004 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1425176.375000 Penalty: 4700.783203
	Iteration 6Q: 3 clusters Score -1425176 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1425348.250000 Penalty: 4700.783203
	Iteration 7Q: 3 clusters Score -1425348 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1425541.375000 Penalty: 4700.783203
	Iteration 8Q: 3 clusters Score -1425541 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1425750.625000 Penalty: 4700.783203
	Iteration 9Q: 3 clusters Score -1425751 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1425979.125000 Penalty: 4700.783203
	Iteration 10Q: 3 clusters Score -1425979 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1426246.000000 Penalty: 4700.783203
	Iteration 11Q: 3 clusters Score -1426246 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1426517.750000 Penalty: 4700.783203
	Iteration 12Q: 3 clusters Score -1426518 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1426792.125000 Penalty: 4700.783203
	Iteration 13Q: 3 clusters Score -1426792 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1427042.500000 Penalty: 4700.783203
	Iteration 14Q: 3 clusters Score -1427042 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1427241.000000 Penalty: 4700.783203
	Iteration 15Q: 3 clusters Score -1427241 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1427386.250000 Penalty: 4700.783203
	Iteration 16Q: 3 clusters Score -1427386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1427511.125000 Penalty: 4700.783203
	Iteration 17Q: 3 clusters Score -1427511 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1427589.125000 Penalty: 4700.783203
	Iteration 18Q: 3 clusters Score -1427589 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1427654.625000 Penalty: 4700.783203
	Iteration 19Q: 3 clusters Score -1427655 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1427715.500000 Penalty: 4700.783203
	Iteration 20F: 3 clusters Score -1427716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1427760.375000 Penalty: 4700.783203
	Iteration 21Q: 3 clusters Score -1427760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1427799.750000 Penalty: 4700.783203
	Iteration 22Q: 3 clusters Score -1427800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1427839.250000 Penalty: 4700.783203
	Iteration 23Q: 3 clusters Score -1427839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1427878.625000 Penalty: 4700.783203
	Iteration 24Q: 3 clusters Score -1427879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1427928.375000 Penalty: 4700.783203
	Iteration 25Q: 3 clusters Score -1427928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1427999.625000 Penalty: 4700.783203
	Iteration 26Q: 3 clusters Score -1428000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1428090.000000 Penalty: 4700.783203
	Iteration 27Q: 3 clusters Score -1428090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1428198.375000 Penalty: 4700.783203
	Iteration 28Q: 3 clusters Score -1428198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1428287.125000 Penalty: 4700.783203
	Iteration 29Q: 3 clusters Score -1428287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1428349.375000 Penalty: 4700.783203
	Iteration 30Q: 3 clusters Score -1428349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1428406.625000 Penalty: 4700.783203
	Iteration 31Q: 3 clusters Score -1428407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1428448.875000 Penalty: 4700.783203
	Iteration 32Q: 3 clusters Score -1428449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1428497.625000 Penalty: 4700.783203
	Iteration 33Q: 3 clusters Score -1428498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1428535.250000 Penalty: 4700.783203
	Iteration 34Q: 3 clusters Score -1428535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1428551.375000 Penalty: 4700.783203
	Iteration 35Q: 3 clusters Score -1428551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1428564.250000 Penalty: 4700.783203
	Iteration 36Q: 3 clusters Score -1428564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1428567.875000 Penalty: 4700.783203
	Iteration 37Q: 3 clusters Score -1428568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1428572.500000 Penalty: 4700.783203
	Iteration 38Q: 3 clusters Score -1428572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1428579.375000 Penalty: 4700.783203
	Iteration 39Q: 3 clusters Score -1428579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1428579.625000 Penalty: 4700.783203
	Iteration 40F: 3 clusters Score -1428580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1428579.625000 Penalty: 4700.783203
	Iteration 41Q: 3 clusters Score -1428580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1428581.125000 Penalty: 4700.783203
	Iteration 42Q: 3 clusters Score -1428581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1428582.750000 Penalty: 4700.783203
	Iteration 43Q: 3 clusters Score -1428583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1428581.375000 Penalty: 4700.783203
	Iteration 44Q: 3 clusters Score -1428581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1428584.250000 Penalty: 4700.783203
	Iteration 45Q: 3 clusters Score -1428584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1428585.750000 Penalty: 4700.783203
	Iteration 46Q: 3 clusters Score -1428586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1428583.500000 Penalty: 4700.783203
	Iteration 47Q: 3 clusters Score -1428584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1428583.500000 Penalty: 4700.783203
	Iteration 48F: 3 clusters Score -1428584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -1007680.125000 Penalty: 2255.709473
	Iteration 0F: 2 clusters Score -1007680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1000689.812500 Penalty: 4511.418945
	Iteration 0F: 3 clusters Score -1000690 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1002656.687500 Penalty: 4511.418945
	Iteration 1F: 3 clusters Score -1002657 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1002941.625000 Penalty: 4511.418945
	Iteration 2F: 3 clusters Score -1002942 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1003149.500000 Penalty: 4511.418945
	Iteration 3Q: 3 clusters Score -1003150 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1003324.062500 Penalty: 4511.418945
	Iteration 4Q: 3 clusters Score -1003324 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1003492.187500 Penalty: 4511.418945
	Iteration 5Q: 3 clusters Score -1003492 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1003674.187500 Penalty: 4511.418945
	Iteration 6Q: 3 clusters Score -1003674 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1003870.500000 Penalty: 4511.418945
	Iteration 7Q: 3 clusters Score -1003870 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1004128.875000 Penalty: 4511.418945
	Iteration 8Q: 3 clusters Score -1004129 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1004399.687500 Penalty: 4511.418945
	Iteration 9Q: 3 clusters Score -1004400 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1004677.687500 Penalty: 4511.418945
	Iteration 10Q: 3 clusters Score -1004678 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1004951.437500 Penalty: 4511.418945
	Iteration 11Q: 3 clusters Score -1004951 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1005191.250000 Penalty: 4511.418945
	Iteration 12Q: 3 clusters Score -1005191 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1005374.562500 Penalty: 4511.418945
	Iteration 13Q: 3 clusters Score -1005375 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1005511.125000 Penalty: 4511.418945
	Iteration 14Q: 3 clusters Score -1005511 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1005609.437500 Penalty: 4511.418945
	Iteration 15Q: 3 clusters Score -1005609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1005655.437500 Penalty: 4511.418945
	Iteration 16Q: 3 clusters Score -1005655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1005687.562500 Penalty: 4511.418945
	Iteration 17Q: 3 clusters Score -1005688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1005713.937500 Penalty: 4511.418945
	Iteration 18Q: 3 clusters Score -1005714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1005733.625000 Penalty: 4511.418945
	Iteration 19Q: 3 clusters Score -1005734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1005743.625000 Penalty: 4511.418945
	Iteration 20F: 3 clusters Score -1005744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1005750.812500 Penalty: 4511.418945
	Iteration 21Q: 3 clusters Score -1005751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1005752.000000 Penalty: 4511.418945
	Iteration 22Q: 3 clusters Score -1005752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1005759.750000 Penalty: 4511.418945
	Iteration 23Q: 3 clusters Score -1005760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1005763.250000 Penalty: 4511.418945
	Iteration 24Q: 3 clusters Score -1005763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1005764.250000 Penalty: 4511.418945
	Iteration 25Q: 3 clusters Score -1005764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1005764.812500 Penalty: 4511.418945
	Iteration 26Q: 3 clusters Score -1005765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1005764.812500 Penalty: 4511.418945
	Iteration 27F: 3 clusters Score -1005765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Entering Unmasked Estep 
Score: -6845121.000000 Penalty: 2718.418457
	Iteration 0F: 2 clusters Score -6845121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -6806506.000000 Penalty: 5436.836914
	Iteration 0F: 3 clusters Score -6806506 nChanged 26694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -6821594.500000 Penalty: 5436.836914
	Iteration 1F: 3 clusters Score -6821594 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -6822322.000000 Penalty: 5436.836914
	Iteration 2Q: 3 clusters Score -6822322 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6823283.500000 Penalty: 5436.836914
	Iteration 3Q: 3 clusters Score -6823284 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -6824730.000000 Penalty: 5436.836914
	Iteration 4Q: 3 clusters Score -6824730 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6827090.500000 Penalty: 5436.836914
	Iteration 5F: 3 clusters Score -6827090 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -6830283.000000 Penalty: 5436.836914
	Iteration 6F: 3 clusters Score -6830283 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6834230.000000 Penalty: 5436.836914
	Iteration 7F: 3 clusters Score -6834230 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6837914.000000 Penalty: 5436.836914
	Iteration 8F: 3 clusters Score -6837914 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6840527.000000 Penalty: 5436.836914
	Iteration 9Q: 3 clusters Score -6840527 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6841766.000000 Penalty: 5436.836914
	Iteration 10Q: 3 clusters Score -6841766 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6842301.000000 Penalty: 5436.836914
	Iteration 11Q: 3 clusters Score -6842301 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6842513.000000 Penalty: 5436.836914
	Iteration 12Q: 3 clusters Score -6842513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6842605.500000 Penalty: 5436.836914
	Iteration 13Q: 3 clusters Score -6842606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6842660.500000 Penalty: 5436.836914
	Iteration 14Q: 3 clusters Score -6842660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6842702.000000 Penalty: 5436.836914
	Iteration 15Q: 3 clusters Score -6842702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6842715.500000 Penalty: 5436.836914
	Iteration 16Q: 3 clusters Score -6842716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6842720.500000 Penalty: 5436.836914
	Iteration 17Q: 3 clusters Score -6842720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6842726.500000 Penalty: 5436.836914
	Iteration 18Q: 3 clusters Score -6842726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6842732.000000 Penalty: 5436.836914
	Iteration 19Q: 3 clusters Score -6842732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6842737.000000 Penalty: 5436.836914
	Iteration 20F: 3 clusters Score -6842737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6842740.000000 Penalty: 5436.836914
	Iteration 21Q: 3 clusters Score -6842740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6842741.500000 Penalty: 5436.836914
	Iteration 22Q: 3 clusters Score -6842742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6842741.500000 Penalty: 5436.836914
	Iteration 23F: 3 clusters Score -6842742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Entering Unmasked Estep 
Score: -961945.250000 Penalty: 2240.422363
	Iteration 0F: 2 clusters Score -961945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -955276.375000 Penalty: 4480.844727
	Iteration 0F: 3 clusters Score -955276.4 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -957249.000000 Penalty: 4480.844727
	Iteration 1F: 3 clusters Score -957249 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -957570.250000 Penalty: 4480.844727
	Iteration 2F: 3 clusters Score -957570.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -957787.750000 Penalty: 4480.844727
	Iteration 3F: 3 clusters Score -957787.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -958002.312500 Penalty: 4480.844727
	Iteration 4Q: 3 clusters Score -958002.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -958212.625000 Penalty: 4480.844727
	Iteration 5Q: 3 clusters Score -958212.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -958418.062500 Penalty: 4480.844727
	Iteration 6Q: 3 clusters Score -958418.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -958658.750000 Penalty: 4480.844727
	Iteration 7Q: 3 clusters Score -958658.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -958878.812500 Penalty: 4480.844727
	Iteration 8Q: 3 clusters Score -958878.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -959053.625000 Penalty: 4480.844727
	Iteration 9Q: 3 clusters Score -959053.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -959157.750000 Penalty: 4480.844727
	Iteration 10Q: 3 clusters Score -959157.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -959254.875000 Penalty: 4480.844727
	Iteration 11Q: 3 clusters Score -959254.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -959328.312500 Penalty: 4480.844727
	Iteration 12Q: 3 clusters Score -959328.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -959382.750000 Penalty: 4480.844727
	Iteration 13Q: 3 clusters Score -959382.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -959419.500000 Penalty: 4480.844727
	Iteration 14Q: 3 clusters Score -959419.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -959446.500000 Penalty: 4480.844727
	Iteration 15Q: 3 clusters Score -959446.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -959472.750000 Penalty: 4480.844727
	Iteration 16Q: 3 clusters Score -959472.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -959498.062500 Penalty: 4480.844727
	Iteration 17Q: 3 clusters Score -959498.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -959536.000000 Penalty: 4480.844727
	Iteration 18Q: 3 clusters Score -959536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -959567.312500 Penalty: 4480.844727
	Iteration 19Q: 3 clusters Score -959567.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -959597.125000 Penalty: 4480.844727
	Iteration 20F: 3 clusters Score -959597.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -959630.375000 Penalty: 4480.844727
	Iteration 21Q: 3 clusters Score -959630.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -959663.000000 Penalty: 4480.844727
	Iteration 22Q: 3 clusters Score -959663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -959692.250000 Penalty: 4480.844727
	Iteration 23Q: 3 clusters Score -959692.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -959724.062500 Penalty: 4480.844727
	Iteration 24Q: 3 clusters Score -959724.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -959752.000000 Penalty: 4480.844727
	Iteration 25Q: 3 clusters Score -959752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -959771.312500 Penalty: 4480.844727
	Iteration 26Q: 3 clusters Score -959771.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -959785.000000 Penalty: 4480.844727
	Iteration 27Q: 3 clusters Score -959785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -959796.437500 Penalty: 4480.844727
	Iteration 28Q: 3 clusters Score -959796.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -959808.312500 Penalty: 4480.844727
	Iteration 29Q: 3 clusters Score -959808.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -959821.125000 Penalty: 4480.844727
	Iteration 30Q: 3 clusters Score -959821.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -959831.187500 Penalty: 4480.844727
	Iteration 31Q: 3 clusters Score -959831.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -959837.750000 Penalty: 4480.844727
	Iteration 32Q: 3 clusters Score -959837.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -959846.750000 Penalty: 4480.844727
	Iteration 33Q: 3 clusters Score -959846.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -959855.750000 Penalty: 4480.844727
	Iteration 34Q: 3 clusters Score -959855.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -959861.375000 Penalty: 4480.844727
	Iteration 35Q: 3 clusters Score -959861.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -959864.312500 Penalty: 4480.844727
	Iteration 36Q: 3 clusters Score -959864.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -959873.625000 Penalty: 4480.844727
	Iteration 37Q: 3 clusters Score -959873.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -959878.687500 Penalty: 4480.844727
	Iteration 38Q: 3 clusters Score -959878.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -959887.125000 Penalty: 4480.844727
	Iteration 39Q: 3 clusters Score -959887.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -959894.562500 Penalty: 4480.844727
	Iteration 40F: 3 clusters Score -959894.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -959897.375000 Penalty: 4480.844727
	Iteration 41Q: 3 clusters Score -959897.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -959902.187500 Penalty: 4480.844727
	Iteration 42Q: 3 clusters Score -959902.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -959909.562500 Penalty: 4480.844727
	Iteration 43Q: 3 clusters Score -959909.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -959915.875000 Penalty: 4480.844727
	Iteration 44Q: 3 clusters Score -959915.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -959921.312500 Penalty: 4480.844727
	Iteration 45Q: 3 clusters Score -959921.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -959923.437500 Penalty: 4480.844727
	Iteration 46Q: 3 clusters Score -959923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -959928.812500 Penalty: 4480.844727
	Iteration 47Q: 3 clusters Score -959928.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -959932.187500 Penalty: 4480.844727
	Iteration 48Q: 3 clusters Score -959932.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -959935.187500 Penalty: 4480.844727
	Iteration 49Q: 3 clusters Score -959935.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -959938.062500 Penalty: 4480.844727
	Iteration 50Q: 3 clusters Score -959938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -959939.562500 Penalty: 4480.844727
	Iteration 51Q: 3 clusters Score -959939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -959943.687500 Penalty: 4480.844727
	Iteration 52Q: 3 clusters Score -959943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -959945.687500 Penalty: 4480.844727
	Iteration 53Q: 3 clusters Score -959945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -959946.250000 Penalty: 4480.844727
	Iteration 54Q: 3 clusters Score -959946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -959951.062500 Penalty: 4480.844727
	Iteration 55Q: 3 clusters Score -959951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -959951.812500 Penalty: 4480.844727
	Iteration 56Q: 3 clusters Score -959951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -959955.812500 Penalty: 4480.844727
	Iteration 57Q: 3 clusters Score -959955.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -959962.812500 Penalty: 4480.844727
	Iteration 58Q: 3 clusters Score -959962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -959967.312500 Penalty: 4480.844727
	Iteration 59Q: 3 clusters Score -959967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -959967.437500 Penalty: 4480.844727
	Iteration 60F: 3 clusters Score -959967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -959969.250000 Penalty: 4480.844727
	Iteration 61Q: 3 clusters Score -959969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -959973.875000 Penalty: 4480.844727
	Iteration 62Q: 3 clusters Score -959973.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -959977.687500 Penalty: 4480.844727
	Iteration 63Q: 3 clusters Score -959977.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -959982.750000 Penalty: 4480.844727
	Iteration 64Q: 3 clusters Score -959982.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -959986.062500 Penalty: 4480.844727
	Iteration 65Q: 3 clusters Score -959986.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -959990.562500 Penalty: 4480.844727
	Iteration 66Q: 3 clusters Score -959990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -959995.125000 Penalty: 4480.844727
	Iteration 67Q: 3 clusters Score -959995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -959995.937500 Penalty: 4480.844727
	Iteration 68Q: 3 clusters Score -959995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -959997.875000 Penalty: 4480.844727
	Iteration 69Q: 3 clusters Score -959997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -960000.625000 Penalty: 4480.844727
	Iteration 70Q: 3 clusters Score -960000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -960004.062500 Penalty: 4480.844727
	Iteration 71Q: 3 clusters Score -960004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -960008.250000 Penalty: 4480.844727
	Iteration 72Q: 3 clusters Score -960008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -960007.250000 Penalty: 4480.844727
	Iteration 73Q: 3 clusters Score -960007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -960008.812500 Penalty: 4480.844727
	Iteration 74Q: 3 clusters Score -960008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -960010.500000 Penalty: 4480.844727
	Iteration 75Q: 3 clusters Score -960010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -960011.000000 Penalty: 4480.844727
	Iteration 76Q: 3 clusters Score -960011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -960011.875000 Penalty: 4480.844727
	Iteration 77Q: 3 clusters Score -960011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -960013.062500 Penalty: 4480.844727
	Iteration 78Q: 3 clusters Score -960013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -960013.062500 Penalty: 4480.844727
	Iteration 79F: 3 clusters Score -960013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Entering Unmasked Estep 
Score: -5762146.000000 Penalty: 2675.515869
	Iteration 0F: 2 clusters Score -5762146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -5729676.500000 Penalty: 5351.031738
	Iteration 0F: 3 clusters Score -5729676 nChanged 22359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5741942.500000 Penalty: 5351.031738
	Iteration 1F: 3 clusters Score -5741942 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5742631.500000 Penalty: 5351.031738
	Iteration 2Q: 3 clusters Score -5742632 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5743367.500000 Penalty: 5351.031738
	Iteration 3Q: 3 clusters Score -5743368 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5744463.500000 Penalty: 5351.031738
	Iteration 4Q: 3 clusters Score -5744464 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -5746015.500000 Penalty: 5351.031738
	Iteration 5F: 3 clusters Score -5746016 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5748148.500000 Penalty: 5351.031738
	Iteration 6F: 3 clusters Score -5748148 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5750835.000000 Penalty: 5351.031738
	Iteration 7F: 3 clusters Score -5750835 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5753771.000000 Penalty: 5351.031738
	Iteration 8F: 3 clusters Score -5753771 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -5756166.000000 Penalty: 5351.031738
	Iteration 9F: 3 clusters Score -5756166 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -5757555.000000 Penalty: 5351.031738
	Iteration 10Q: 3 clusters Score -5757555 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -5758068.000000 Penalty: 5351.031738
	Iteration 11Q: 3 clusters Score -5758068 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5758315.500000 Penalty: 5351.031738
	Iteration 12Q: 3 clusters Score -5758316 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5758511.000000 Penalty: 5351.031738
	Iteration 13Q: 3 clusters Score -5758511 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5758678.500000 Penalty: 5351.031738
	Iteration 14Q: 3 clusters Score -5758678 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5758808.500000 Penalty: 5351.031738
	Iteration 15Q: 3 clusters Score -5758808 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5758979.000000 Penalty: 5351.031738
	Iteration 16Q: 3 clusters Score -5758979 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -5759107.500000 Penalty: 5351.031738
	Iteration 17Q: 3 clusters Score -5759108 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5759237.500000 Penalty: 5351.031738
	Iteration 18Q: 3 clusters Score -5759238 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -5759349.000000 Penalty: 5351.031738
	Iteration 19Q: 3 clusters Score -5759349 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5759441.000000 Penalty: 5351.031738
	Iteration 20F: 3 clusters Score -5759441 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -5759506.500000 Penalty: 5351.031738
	Iteration 21Q: 3 clusters Score -5759506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5759565.500000 Penalty: 5351.031738
	Iteration 22Q: 3 clusters Score -5759566 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -5759620.000000 Penalty: 5351.031738
	Iteration 23Q: 3 clusters Score -5759620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5759698.500000 Penalty: 5351.031738
	Iteration 24Q: 3 clusters Score -5759698 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5759776.500000 Penalty: 5351.031738
	Iteration 25Q: 3 clusters Score -5759776 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5759816.000000 Penalty: 5351.031738
	Iteration 26Q: 3 clusters Score -5759816 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5759868.500000 Penalty: 5351.031738
	Iteration 27Q: 3 clusters Score -5759868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5759924.500000 Penalty: 5351.031738
	Iteration 28Q: 3 clusters Score -5759924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5759971.500000 Penalty: 5351.031738
	Iteration 29Q: 3 clusters Score -5759972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5760001.000000 Penalty: 5351.031738
	Iteration 30Q: 3 clusters Score -5760001 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5760031.500000 Penalty: 5351.031738
	Iteration 31Q: 3 clusters Score -5760032 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5760095.500000 Penalty: 5351.031738
	Iteration 32Q: 3 clusters Score -5760096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5760133.000000 Penalty: 5351.031738
	Iteration 33Q: 3 clusters Score -5760133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5760160.000000 Penalty: 5351.031738
	Iteration 34Q: 3 clusters Score -5760160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5760198.500000 Penalty: 5351.031738
	Iteration 35Q: 3 clusters Score -5760198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5760187.500000 Penalty: 5351.031738
	Iteration 36Q: 3 clusters Score -5760188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5760206.500000 Penalty: 5351.031738
	Iteration 37Q: 3 clusters Score -5760206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5760211.000000 Penalty: 5351.031738
	Iteration 38Q: 3 clusters Score -5760211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5760227.500000 Penalty: 5351.031738
	Iteration 39Q: 3 clusters Score -5760228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5760238.000000 Penalty: 5351.031738
	Iteration 40F: 3 clusters Score -5760238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5760245.000000 Penalty: 5351.031738
	Iteration 41Q: 3 clusters Score -5760245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5760250.000000 Penalty: 5351.031738
	Iteration 42Q: 3 clusters Score -5760250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5760273.000000 Penalty: 5351.031738
	Iteration 43Q: 3 clusters Score -5760273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5760292.500000 Penalty: 5351.031738
	Iteration 44Q: 3 clusters Score -5760292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5760292.000000 Penalty: 5351.031738
	Iteration 45Q: 3 clusters Score -5760292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5760287.500000 Penalty: 5351.031738
	Iteration 46Q: 3 clusters Score -5760288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5760285.000000 Penalty: 5351.031738
	Iteration 47Q: 3 clusters Score -5760285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5760293.500000 Penalty: 5351.031738
	Iteration 48Q: 3 clusters Score -5760294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5760302.000000 Penalty: 5351.031738
	Iteration 49Q: 3 clusters Score -5760302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5760315.000000 Penalty: 5351.031738
	Iteration 50Q: 3 clusters Score -5760315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5760330.000000 Penalty: 5351.031738
	Iteration 51Q: 3 clusters Score -5760330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5760340.500000 Penalty: 5351.031738
	Iteration 52Q: 3 clusters Score -5760340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5760341.500000 Penalty: 5351.031738
	Iteration 53Q: 3 clusters Score -5760342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5760335.000000 Penalty: 5351.031738
	Iteration 54Q: 3 clusters Score -5760335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5760323.500000 Penalty: 5351.031738
	Iteration 55Q: 3 clusters Score -5760324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5760321.000000 Penalty: 5351.031738
	Iteration 56Q: 3 clusters Score -5760321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5760341.500000 Penalty: 5351.031738
	Iteration 57Q: 3 clusters Score -5760342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5760362.000000 Penalty: 5351.031738
	Iteration 58Q: 3 clusters Score -5760362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5760373.000000 Penalty: 5351.031738
	Iteration 59Q: 3 clusters Score -5760373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5760366.500000 Penalty: 5351.031738
	Iteration 60F: 3 clusters Score -5760366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5760381.500000 Penalty: 5351.031738
	Iteration 61Q: 3 clusters Score -5760382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5760390.000000 Penalty: 5351.031738
	Iteration 62Q: 3 clusters Score -5760390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5760387.500000 Penalty: 5351.031738
	Iteration 63Q: 3 clusters Score -5760388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5760387.000000 Penalty: 5351.031738
	Iteration 64Q: 3 clusters Score -5760387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5760401.500000 Penalty: 5351.031738
	Iteration 65Q: 3 clusters Score -5760402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5760406.000000 Penalty: 5351.031738
	Iteration 66Q: 3 clusters Score -5760406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5760409.500000 Penalty: 5351.031738
	Iteration 67Q: 3 clusters Score -5760410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5760407.500000 Penalty: 5351.031738
	Iteration 68Q: 3 clusters Score -5760408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5760413.500000 Penalty: 5351.031738
	Iteration 69Q: 3 clusters Score -5760414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5760419.000000 Penalty: 5351.031738
	Iteration 70Q: 3 clusters Score -5760419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5760423.000000 Penalty: 5351.031738
	Iteration 71Q: 3 clusters Score -5760423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5760420.500000 Penalty: 5351.031738
	Iteration 72Q: 3 clusters Score -5760420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5760435.500000 Penalty: 5351.031738
	Iteration 73Q: 3 clusters Score -5760436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5760434.000000 Penalty: 5351.031738
	Iteration 74Q: 3 clusters Score -5760434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5760429.500000 Penalty: 5351.031738
	Iteration 75Q: 3 clusters Score -5760430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5760433.000000 Penalty: 5351.031738
	Iteration 76Q: 3 clusters Score -5760433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5760433.500000 Penalty: 5351.031738
	Iteration 77Q: 3 clusters Score -5760434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5760426.500000 Penalty: 5351.031738
	Iteration 78Q: 3 clusters Score -5760426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5760430.500000 Penalty: 5351.031738
	Iteration 79Q: 3 clusters Score -5760430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5760430.500000 Penalty: 5351.031738
	Iteration 80F: 3 clusters Score -5760430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (215307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215307 members 
Entering Unmasked Estep 
Score: -25327302.000000 Penalty: 3045.395508
	Iteration 0F: 2 clusters Score -2.53273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -25187020.000000 Penalty: 6090.791016
	Iteration 0F: 3 clusters Score -2.518702e+07 nChanged 103831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -25248026.000000 Penalty: 6090.791016
	Iteration 1F: 3 clusters Score -2.524803e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112753 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -25249176.000000 Penalty: 6090.791016
	Iteration 2Q: 3 clusters Score -2.524918e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -25250426.000000 Penalty: 6090.791016
	Iteration 3Q: 3 clusters Score -2.525043e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -25252358.000000 Penalty: 6090.791016
	Iteration 4Q: 3 clusters Score -2.525236e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -25255572.000000 Penalty: 6090.791016
	Iteration 5Q: 3 clusters Score -2.525557e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139823 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -25261584.000000 Penalty: 6090.791016
	Iteration 6F: 3 clusters Score -2.526158e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155715 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -25272810.000000 Penalty: 6090.791016
	Iteration 7F: 3 clusters Score -2.527281e+07 nChanged 19276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174979 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -25289200.000000 Penalty: 6090.791016
	Iteration 8F: 3 clusters Score -2.52892e+07 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193320 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -25305822.000000 Penalty: 6090.791016
	Iteration 9F: 3 clusters Score -2.530582e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205785 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -25316876.000000 Penalty: 6090.791016
	Iteration 10F: 3 clusters Score -2.531688e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211817 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -25321804.000000 Penalty: 6090.791016
	Iteration 11Q: 3 clusters Score -2.53218e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214047 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -25323526.000000 Penalty: 6090.791016
	Iteration 12Q: 3 clusters Score -2.532353e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214709 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -25324076.000000 Penalty: 6090.791016
	Iteration 13Q: 3 clusters Score -2.532408e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214907 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -25324318.000000 Penalty: 6090.791016
	Iteration 14Q: 3 clusters Score -2.532432e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214981 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -25324438.000000 Penalty: 6090.791016
	Iteration 15Q: 3 clusters Score -2.532444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215007 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25324490.000000 Penalty: 6090.791016
	Iteration 16Q: 3 clusters Score -2.532449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215027 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25324538.000000 Penalty: 6090.791016
	Iteration 17Q: 3 clusters Score -2.532454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215033 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25324546.000000 Penalty: 6090.791016
	Iteration 18Q: 3 clusters Score -2.532455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215039 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25324578.000000 Penalty: 6090.791016
	Iteration 19Q: 3 clusters Score -2.532458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215039 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25324564.000000 Penalty: 6090.791016
	Iteration 20F: 3 clusters Score -2.532456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215042 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25324594.000000 Penalty: 6090.791016
	Iteration 21Q: 3 clusters Score -2.532459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215040 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25324612.000000 Penalty: 6090.791016
	Iteration 22Q: 3 clusters Score -2.532461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215040 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25324618.000000 Penalty: 6090.791016
	Iteration 23Q: 3 clusters Score -2.532462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215041 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25324622.000000 Penalty: 6090.791016
	Iteration 24Q: 3 clusters Score -2.532462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215044 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25324622.000000 Penalty: 6090.791016
	Iteration 25Q: 3 clusters Score -2.532462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215046 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25324624.000000 Penalty: 6090.791016
	Iteration 26Q: 3 clusters Score -2.532462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215047 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25324620.000000 Penalty: 6090.791016
	Iteration 27Q: 3 clusters Score -2.532462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25324622.000000 Penalty: 6090.791016
	Iteration 28Q: 3 clusters Score -2.532462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25324638.000000 Penalty: 6090.791016
	Iteration 29Q: 3 clusters Score -2.532464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215050 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25324626.000000 Penalty: 6090.791016
	Iteration 30Q: 3 clusters Score -2.532463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25324630.000000 Penalty: 6090.791016
	Iteration 31Q: 3 clusters Score -2.532463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25324636.000000 Penalty: 6090.791016
	Iteration 32Q: 3 clusters Score -2.532464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215047 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25324630.000000 Penalty: 6090.791016
	Iteration 33Q: 3 clusters Score -2.532463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215047 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25324630.000000 Penalty: 6090.791016
	Iteration 34F: 3 clusters Score -2.532463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Entering Unmasked Estep 
Score: -2376518.500000 Penalty: 2461.546631
	Iteration 0F: 2 clusters Score -2376518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2362050.750000 Penalty: 4923.093262
	Iteration 0F: 3 clusters Score -2362051 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2367009.750000 Penalty: 4923.093262
	Iteration 1F: 3 clusters Score -2367010 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2367452.250000 Penalty: 4923.093262
	Iteration 2F: 3 clusters Score -2367452 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2367763.750000 Penalty: 4923.093262
	Iteration 3Q: 3 clusters Score -2367764 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2368025.000000 Penalty: 4923.093262
	Iteration 4Q: 3 clusters Score -2368025 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2368276.250000 Penalty: 4923.093262
	Iteration 5Q: 3 clusters Score -2368276 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2368569.250000 Penalty: 4923.093262
	Iteration 6Q: 3 clusters Score -2368569 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2368902.000000 Penalty: 4923.093262
	Iteration 7Q: 3 clusters Score -2368902 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2369291.750000 Penalty: 4923.093262
	Iteration 8Q: 3 clusters Score -2369292 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2369711.000000 Penalty: 4923.093262
	Iteration 9Q: 3 clusters Score -2369711 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2370124.500000 Penalty: 4923.093262
	Iteration 10Q: 3 clusters Score -2370124 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2370531.250000 Penalty: 4923.093262
	Iteration 11Q: 3 clusters Score -2370531 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2370885.500000 Penalty: 4923.093262
	Iteration 12Q: 3 clusters Score -2370886 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2371185.500000 Penalty: 4923.093262
	Iteration 13Q: 3 clusters Score -2371186 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2371418.000000 Penalty: 4923.093262
	Iteration 14Q: 3 clusters Score -2371418 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2371633.250000 Penalty: 4923.093262
	Iteration 15Q: 3 clusters Score -2371633 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2371804.500000 Penalty: 4923.093262
	Iteration 16Q: 3 clusters Score -2371804 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2371924.750000 Penalty: 4923.093262
	Iteration 17Q: 3 clusters Score -2371925 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2372010.750000 Penalty: 4923.093262
	Iteration 18Q: 3 clusters Score -2372011 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2372083.250000 Penalty: 4923.093262
	Iteration 19Q: 3 clusters Score -2372083 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2372137.250000 Penalty: 4923.093262
	Iteration 20F: 3 clusters Score -2372137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2372196.500000 Penalty: 4923.093262
	Iteration 21Q: 3 clusters Score -2372196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2372239.750000 Penalty: 4923.093262
	Iteration 22Q: 3 clusters Score -2372240 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2372280.500000 Penalty: 4923.093262
	Iteration 23Q: 3 clusters Score -2372280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2372313.000000 Penalty: 4923.093262
	Iteration 24Q: 3 clusters Score -2372313 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2372341.500000 Penalty: 4923.093262
	Iteration 25Q: 3 clusters Score -2372342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2372359.750000 Penalty: 4923.093262
	Iteration 26Q: 3 clusters Score -2372360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2372381.750000 Penalty: 4923.093262
	Iteration 27Q: 3 clusters Score -2372382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2372392.000000 Penalty: 4923.093262
	Iteration 28Q: 3 clusters Score -2372392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2372405.250000 Penalty: 4923.093262
	Iteration 29Q: 3 clusters Score -2372405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2372431.750000 Penalty: 4923.093262
	Iteration 30Q: 3 clusters Score -2372432 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2372450.500000 Penalty: 4923.093262
	Iteration 31Q: 3 clusters Score -2372450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2372473.500000 Penalty: 4923.093262
	Iteration 32Q: 3 clusters Score -2372474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2372476.250000 Penalty: 4923.093262
	Iteration 33Q: 3 clusters Score -2372476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2372486.000000 Penalty: 4923.093262
	Iteration 34Q: 3 clusters Score -2372486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2372511.500000 Penalty: 4923.093262
	Iteration 35Q: 3 clusters Score -2372512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2372511.750000 Penalty: 4923.093262
	Iteration 36Q: 3 clusters Score -2372512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2372516.250000 Penalty: 4923.093262
	Iteration 37Q: 3 clusters Score -2372516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2372535.250000 Penalty: 4923.093262
	Iteration 38Q: 3 clusters Score -2372535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2372537.500000 Penalty: 4923.093262
	Iteration 39Q: 3 clusters Score -2372538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2372539.750000 Penalty: 4923.093262
	Iteration 40F: 3 clusters Score -2372540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2372557.250000 Penalty: 4923.093262
	Iteration 41Q: 3 clusters Score -2372557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2372558.500000 Penalty: 4923.093262
	Iteration 42Q: 3 clusters Score -2372558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2372568.000000 Penalty: 4923.093262
	Iteration 43Q: 3 clusters Score -2372568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2372567.750000 Penalty: 4923.093262
	Iteration 44Q: 3 clusters Score -2372568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2372576.250000 Penalty: 4923.093262
	Iteration 45Q: 3 clusters Score -2372576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2372575.000000 Penalty: 4923.093262
	Iteration 46Q: 3 clusters Score -2372575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2372574.750000 Penalty: 4923.093262
	Iteration 47Q: 3 clusters Score -2372575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2372577.500000 Penalty: 4923.093262
	Iteration 48Q: 3 clusters Score -2372578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2372578.750000 Penalty: 4923.093262
	Iteration 49Q: 3 clusters Score -2372579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2372578.250000 Penalty: 4923.093262
	Iteration 50Q: 3 clusters Score -2372578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2372579.250000 Penalty: 4923.093262
	Iteration 51Q: 3 clusters Score -2372579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2372583.250000 Penalty: 4923.093262
	Iteration 52Q: 3 clusters Score -2372583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2372582.000000 Penalty: 4923.093262
	Iteration 53Q: 3 clusters Score -2372582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2372577.250000 Penalty: 4923.093262
	Iteration 54Q: 3 clusters Score -2372577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2372588.250000 Penalty: 4923.093262
	Iteration 55Q: 3 clusters Score -2372588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2372588.250000 Penalty: 4923.093262
	Iteration 56Q: 3 clusters Score -2372588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2372590.750000 Penalty: 4923.093262
	Iteration 57Q: 3 clusters Score -2372591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2372593.250000 Penalty: 4923.093262
	Iteration 58Q: 3 clusters Score -2372593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2372594.000000 Penalty: 4923.093262
	Iteration 59Q: 3 clusters Score -2372594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2372596.250000 Penalty: 4923.093262
	Iteration 60F: 3 clusters Score -2372596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2372596.750000 Penalty: 4923.093262
	Iteration 61Q: 3 clusters Score -2372597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2372603.500000 Penalty: 4923.093262
	Iteration 62Q: 3 clusters Score -2372604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2372611.250000 Penalty: 4923.093262
	Iteration 63Q: 3 clusters Score -2372611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2372614.750000 Penalty: 4923.093262
	Iteration 64Q: 3 clusters Score -2372615 nChanged 23
Entering Unmasked Mstep 
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	Iteration 157Q: 3 clusters Score -2375656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2375657.500000 Penalty: 4923.093262
	Iteration 158Q: 3 clusters Score -2375658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2375661.000000 Penalty: 4923.093262
	Iteration 159Q: 3 clusters Score -2375661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2375662.750000 Penalty: 4923.093262
	Iteration 160F: 3 clusters Score -2375663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2375667.500000 Penalty: 4923.093262
	Iteration 161Q: 3 clusters Score -2375668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2375665.250000 Penalty: 4923.093262
	Iteration 162Q: 3 clusters Score -2375665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2375665.250000 Penalty: 4923.093262
	Iteration 163Q: 3 clusters Score -2375665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2375665.000000 Penalty: 4923.093262
	Iteration 164Q: 3 clusters Score -2375665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2375665.750000 Penalty: 4923.093262
	Iteration 165Q: 3 clusters Score -2375666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2375665.500000 Penalty: 4923.093262
	Iteration 166Q: 3 clusters Score -2375666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2375665.250000 Penalty: 4923.093262
	Iteration 167Q: 3 clusters Score -2375665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2375666.000000 Penalty: 4923.093262
	Iteration 168Q: 3 clusters Score -2375666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2375662.500000 Penalty: 4923.093262
	Iteration 169Q: 3 clusters Score -2375662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2375665.000000 Penalty: 4923.093262
	Iteration 170Q: 3 clusters Score -2375665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2375664.250000 Penalty: 4923.093262
	Iteration 171Q: 3 clusters Score -2375664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2375666.250000 Penalty: 4923.093262
	Iteration 172Q: 3 clusters Score -2375666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2375661.750000 Penalty: 4923.093262
	Iteration 173Q: 3 clusters Score -2375662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2375661.750000 Penalty: 4923.093262
	Iteration 174F: 3 clusters Score -2375662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -219274.046875 Penalty: 1873.604980
	Iteration 0F: 2 clusters Score -219274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -216688.296875 Penalty: 3747.209961
	Iteration 0F: 3 clusters Score -216688.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217145.031250 Penalty: 3747.209961
	Iteration 1F: 3 clusters Score -217145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217273.015625 Penalty: 3747.209961
	Iteration 2F: 3 clusters Score -217273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217337.734375 Penalty: 3747.209961
	Iteration 3Q: 3 clusters Score -217337.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -217372.671875 Penalty: 3747.209961
	Iteration 4Q: 3 clusters Score -217372.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -217397.015625 Penalty: 3747.209961
	Iteration 5Q: 3 clusters Score -217397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -217410.906250 Penalty: 3747.209961
	Iteration 6Q: 3 clusters Score -217410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -217420.343750 Penalty: 3747.209961
	Iteration 7Q: 3 clusters Score -217420.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -217427.656250 Penalty: 3747.209961
	Iteration 8Q: 3 clusters Score -217427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -217441.046875 Penalty: 3747.209961
	Iteration 9Q: 3 clusters Score -217441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217450.984375 Penalty: 3747.209961
	Iteration 10Q: 3 clusters Score -217451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -217456.328125 Penalty: 3747.209961
	Iteration 11Q: 3 clusters Score -217456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -217462.203125 Penalty: 3747.209961
	Iteration 12Q: 3 clusters Score -217462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217466.562500 Penalty: 3747.209961
	Iteration 13Q: 3 clusters Score -217466.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -217473.328125 Penalty: 3747.209961
	Iteration 14Q: 3 clusters Score -217473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217479.515625 Penalty: 3747.209961
	Iteration 15Q: 3 clusters Score -217479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217482.015625 Penalty: 3747.209961
	Iteration 16Q: 3 clusters Score -217482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -217483.593750 Penalty: 3747.209961
	Iteration 17Q: 3 clusters Score -217483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217484.218750 Penalty: 3747.209961
	Iteration 18Q: 3 clusters Score -217484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217484.218750 Penalty: 3747.209961
	Iteration 19F: 3 clusters Score -217484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (335657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335657 members 
Entering Unmasked Estep 
Score: -39201104.000000 Penalty: 3155.513672
	Iteration 0F: 2 clusters Score -3.92011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 168308 members 
Entering Unmasked Estep 
Score: -38992188.000000 Penalty: 6311.027344
	Iteration 0F: 3 clusters Score -3.899219e+07 nChanged 162793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 178445 members 
Entering Unmasked Estep 
Score: -39089744.000000 Penalty: 6311.027344
	Iteration 1F: 3 clusters Score -3.908974e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 184810 members 
Entering Unmasked Estep 
Score: -39091876.000000 Penalty: 6311.027344
	Iteration 2Q: 3 clusters Score -3.909188e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 194356 members 
Entering Unmasked Estep 
Score: -39096200.000000 Penalty: 6311.027344
	Iteration 3Q: 3 clusters Score -3.90962e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -39103996.000000 Penalty: 6311.027344
	Iteration 4Q: 3 clusters Score -3.9104e+07 nChanged 19968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109008 members 
Mstep: Class 2 contains 226649 members 
Entering Unmasked Estep 
Score: -39116800.000000 Penalty: 6311.027344
	Iteration 5F: 3 clusters Score -3.91168e+07 nChanged 23201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 248652 members 
Entering Unmasked Estep 
Score: -39134652.000000 Penalty: 6311.027344
	Iteration 6F: 3 clusters Score -3.913465e+07 nChanged 22991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 270651 members 
Entering Unmasked Estep 
Score: -39154792.000000 Penalty: 6311.027344
	Iteration 7F: 3 clusters Score -3.915479e+07 nChanged 19199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 288788 members 
Entering Unmasked Estep 
Score: -39171924.000000 Penalty: 6311.027344
	Iteration 8F: 3 clusters Score -3.917192e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 301647 members 
Entering Unmasked Estep 
Score: -39184276.000000 Penalty: 6311.027344
	Iteration 9Q: 3 clusters Score -3.918428e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 310643 members 
Entering Unmasked Estep 
Score: -39192556.000000 Penalty: 6311.027344
	Iteration 10Q: 3 clusters Score -3.919256e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 317606 members 
Entering Unmasked Estep 
Score: -39196740.000000 Penalty: 6311.027344
	Iteration 11Q: 3 clusters Score -3.919674e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 323112 members 
Entering Unmasked Estep 
Score: -39198668.000000 Penalty: 6311.027344
	Iteration 12Q: 3 clusters Score -3.919867e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 327281 members 
Entering Unmasked Estep 
Score: -39199040.000000 Penalty: 6311.027344
	Iteration 13Q: 3 clusters Score -3.919904e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 330303 members 
Entering Unmasked Estep 
Score: -39198980.000000 Penalty: 6311.027344
	Iteration 14Q: 3 clusters Score -3.919898e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 332254 members 
Entering Unmasked Estep 
Score: -39198988.000000 Penalty: 6311.027344
	Iteration 15Q: 3 clusters Score -3.919899e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 333450 members 
Entering Unmasked Estep 
Score: -39198712.000000 Penalty: 6311.027344
	Iteration 16Q: 3 clusters Score -3.919871e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 334116 members 
Entering Unmasked Estep 
Score: -39198600.000000 Penalty: 6311.027344
	Iteration 17Q: 3 clusters Score -3.91986e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 334516 members 
Entering Unmasked Estep 
Score: -39198512.000000 Penalty: 6311.027344
	Iteration 18Q: 3 clusters Score -3.919851e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 334731 members 
Entering Unmasked Estep 
Score: -39198568.000000 Penalty: 6311.027344
	Iteration 19Q: 3 clusters Score -3.919857e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 334872 members 
Entering Unmasked Estep 
Score: -39198620.000000 Penalty: 6311.027344
	Iteration 20F: 3 clusters Score -3.919862e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 334957 members 
Entering Unmasked Estep 
Score: -39198612.000000 Penalty: 6311.027344
	Iteration 21Q: 3 clusters Score -3.919861e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 335012 members 
Entering Unmasked Estep 
Score: -39198604.000000 Penalty: 6311.027344
	Iteration 22Q: 3 clusters Score -3.91986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 335051 members 
Entering Unmasked Estep 
Score: -39198628.000000 Penalty: 6311.027344
	Iteration 23Q: 3 clusters Score -3.919863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 335081 members 
Entering Unmasked Estep 
Score: -39198608.000000 Penalty: 6311.027344
	Iteration 24Q: 3 clusters Score -3.919861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 335097 members 
Entering Unmasked Estep 
Score: -39198588.000000 Penalty: 6311.027344
	Iteration 25Q: 3 clusters Score -3.919859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 335113 members 
Entering Unmasked Estep 
Score: -39198604.000000 Penalty: 6311.027344
	Iteration 26Q: 3 clusters Score -3.91986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 335126 members 
Entering Unmasked Estep 
Score: -39198592.000000 Penalty: 6311.027344
	Iteration 27Q: 3 clusters Score -3.919859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 335142 members 
Entering Unmasked Estep 
Score: -39198604.000000 Penalty: 6311.027344
	Iteration 28Q: 3 clusters Score -3.91986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 335148 members 
Entering Unmasked Estep 
Score: -39198592.000000 Penalty: 6311.027344
	Iteration 29Q: 3 clusters Score -3.919859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 335151 members 
Entering Unmasked Estep 
Score: -39198616.000000 Penalty: 6311.027344
	Iteration 30Q: 3 clusters Score -3.919862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 335157 members 
Entering Unmasked Estep 
Score: -39198624.000000 Penalty: 6311.027344
	Iteration 31Q: 3 clusters Score -3.919862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 335163 members 
Entering Unmasked Estep 
Score: -39198596.000000 Penalty: 6311.027344
	Iteration 32Q: 3 clusters Score -3.91986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 335169 members 
Entering Unmasked Estep 
Score: -39198620.000000 Penalty: 6311.027344
	Iteration 33Q: 3 clusters Score -3.919862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 335171 members 
Entering Unmasked Estep 
Score: -39198620.000000 Penalty: 6311.027344
	Iteration 34Q: 3 clusters Score -3.919862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 335173 members 
Entering Unmasked Estep 
Score: -39198624.000000 Penalty: 6311.027344
	Iteration 35Q: 3 clusters Score -3.919862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 335174 members 
Entering Unmasked Estep 
Score: -39198632.000000 Penalty: 6311.027344
	Iteration 36Q: 3 clusters Score -3.919863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 335175 members 
Entering Unmasked Estep 
Score: -39198616.000000 Penalty: 6311.027344
	Iteration 37Q: 3 clusters Score -3.919862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 335178 members 
Entering Unmasked Estep 
Score: -39198644.000000 Penalty: 6311.027344
	Iteration 38Q: 3 clusters Score -3.919864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 335179 members 
Entering Unmasked Estep 
Score: -39198640.000000 Penalty: 6311.027344
	Iteration 39Q: 3 clusters Score -3.919864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 335179 members 
Entering Unmasked Estep 
Score: -39198640.000000 Penalty: 6311.027344
	Iteration 40F: 3 clusters Score -3.919864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -291576.562500 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -291576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288570.937500 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -288570.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289155.250000 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -289155.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289292.437500 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -289292.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -289359.875000 Penalty: 3908.128662
	Iteration 3Q: 3 clusters Score -289359.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289401.187500 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -289401.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -289437.875000 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -289437.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -289471.875000 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -289471.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -289494.875000 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -289494.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -289516.125000 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -289516.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -289548.562500 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -289548.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -289608.625000 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -289608.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -289661.406250 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -289661.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -289732.093750 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -289732.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -289804.406250 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -289804.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289870.531250 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -289870.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289931.468750 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -289931.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -289991.437500 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -289991.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -290030.937500 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -290030.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -290063.312500 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -290063.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -290085.812500 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -290085.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -290101.218750 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -290101.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -290113.500000 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -290113.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -290121.093750 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -290121.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -290128.843750 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -290128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -290139.375000 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -290139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -290147.718750 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -290147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -290150.437500 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -290150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -290154.562500 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -290154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -290156.343750 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -290156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -290158.031250 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -290158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -290161.625000 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -290161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -290165.500000 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -290165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -290166.593750 Penalty: 3908.128662
	Iteration 32Q: 3 clusters Score -290166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -290168.093750 Penalty: 3908.128662
	Iteration 33Q: 3 clusters Score -290168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -290169.187500 Penalty: 3908.128662
	Iteration 34Q: 3 clusters Score -290169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -290169.781250 Penalty: 3908.128662
	Iteration 35Q: 3 clusters Score -290169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -290169.781250 Penalty: 3908.128662
	Iteration 36F: 3 clusters Score -290169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Entering Unmasked Estep 
Score: -6086954.500000 Penalty: 2691.280029
	Iteration 0F: 2 clusters Score -6086954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -6051826.500000 Penalty: 5382.560059
	Iteration 0F: 3 clusters Score -6051826 nChanged 24114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -6065180.500000 Penalty: 5382.560059
	Iteration 1F: 3 clusters Score -6065180 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -6065800.500000 Penalty: 5382.560059
	Iteration 2Q: 3 clusters Score -6065800 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -6066553.500000 Penalty: 5382.560059
	Iteration 3Q: 3 clusters Score -6066554 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6067364.500000 Penalty: 5382.560059
	Iteration 4Q: 3 clusters Score -6067364 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6068527.000000 Penalty: 5382.560059
	Iteration 5Q: 3 clusters Score -6068527 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6070008.000000 Penalty: 5382.560059
	Iteration 6Q: 3 clusters Score -6070008 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -6071803.000000 Penalty: 5382.560059
	Iteration 7F: 3 clusters Score -6071803 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6073633.500000 Penalty: 5382.560059
	Iteration 8F: 3 clusters Score -6073634 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -6075506.000000 Penalty: 5382.560059
	Iteration 9F: 3 clusters Score -6075506 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -6077190.000000 Penalty: 5382.560059
	Iteration 10F: 3 clusters Score -6077190 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -6078685.000000 Penalty: 5382.560059
	Iteration 11Q: 3 clusters Score -6078685 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -6079999.000000 Penalty: 5382.560059
	Iteration 12Q: 3 clusters Score -6079999 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -6081116.000000 Penalty: 5382.560059
	Iteration 13Q: 3 clusters Score -6081116 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -6082118.000000 Penalty: 5382.560059
	Iteration 14Q: 3 clusters Score -6082118 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6082826.000000 Penalty: 5382.560059
	Iteration 15Q: 3 clusters Score -6082826 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6083357.500000 Penalty: 5382.560059
	Iteration 16Q: 3 clusters Score -6083358 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -6083747.500000 Penalty: 5382.560059
	Iteration 17Q: 3 clusters Score -6083748 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -6084013.000000 Penalty: 5382.560059
	Iteration 18Q: 3 clusters Score -6084013 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6084206.500000 Penalty: 5382.560059
	Iteration 19Q: 3 clusters Score -6084206 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -6084319.000000 Penalty: 5382.560059
	Iteration 20F: 3 clusters Score -6084319 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6084392.000000 Penalty: 5382.560059
	Iteration 21Q: 3 clusters Score -6084392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6084481.000000 Penalty: 5382.560059
	Iteration 22Q: 3 clusters Score -6084481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6084529.000000 Penalty: 5382.560059
	Iteration 23Q: 3 clusters Score -6084529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -6084561.000000 Penalty: 5382.560059
	Iteration 24Q: 3 clusters Score -6084561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -6084575.500000 Penalty: 5382.560059
	Iteration 25Q: 3 clusters Score -6084576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6084608.000000 Penalty: 5382.560059
	Iteration 26Q: 3 clusters Score -6084608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6084633.500000 Penalty: 5382.560059
	Iteration 27Q: 3 clusters Score -6084634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -6084651.000000 Penalty: 5382.560059
	Iteration 28Q: 3 clusters Score -6084651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -6084666.500000 Penalty: 5382.560059
	Iteration 29Q: 3 clusters Score -6084666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -6084667.500000 Penalty: 5382.560059
	Iteration 30Q: 3 clusters Score -6084668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6084674.500000 Penalty: 5382.560059
	Iteration 31Q: 3 clusters Score -6084674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6084679.500000 Penalty: 5382.560059
	Iteration 32Q: 3 clusters Score -6084680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -6084691.000000 Penalty: 5382.560059
	Iteration 33Q: 3 clusters Score -6084691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6084695.500000 Penalty: 5382.560059
	Iteration 34Q: 3 clusters Score -6084696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6084695.500000 Penalty: 5382.560059
	Iteration 35Q: 3 clusters Score -6084696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6084697.500000 Penalty: 5382.560059
	Iteration 36Q: 3 clusters Score -6084698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6084697.500000 Penalty: 5382.560059
	Iteration 37F: 3 clusters Score -6084698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Entering Unmasked Estep 
Score: -9696579.000000 Penalty: 2809.720703
	Iteration 0F: 2 clusters Score -9696579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -9641072.000000 Penalty: 5619.441406
	Iteration 0F: 3 clusters Score -9641072 nChanged 38963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -9662814.000000 Penalty: 5619.441406
	Iteration 1F: 3 clusters Score -9662814 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -9663565.000000 Penalty: 5619.441406
	Iteration 2Q: 3 clusters Score -9663565 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -9664221.000000 Penalty: 5619.441406
	Iteration 3Q: 3 clusters Score -9664221 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -9664976.000000 Penalty: 5619.441406
	Iteration 4Q: 3 clusters Score -9664976 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -9666009.000000 Penalty: 5619.441406
	Iteration 5Q: 3 clusters Score -9666009 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -9667512.000000 Penalty: 5619.441406
	Iteration 6Q: 3 clusters Score -9667512 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -9669522.000000 Penalty: 5619.441406
	Iteration 7Q: 3 clusters Score -9669522 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -9672252.000000 Penalty: 5619.441406
	Iteration 8F: 3 clusters Score -9672252 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -9675542.000000 Penalty: 5619.441406
	Iteration 9F: 3 clusters Score -9675542 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -9679290.000000 Penalty: 5619.441406
	Iteration 10F: 3 clusters Score -9679290 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -9682761.000000 Penalty: 5619.441406
	Iteration 11F: 3 clusters Score -9682761 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -9685232.000000 Penalty: 5619.441406
	Iteration 12Q: 3 clusters Score -9685232 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9686649.000000 Penalty: 5619.441406
	Iteration 13Q: 3 clusters Score -9686649 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -9687552.000000 Penalty: 5619.441406
	Iteration 14Q: 3 clusters Score -9687552 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -9688374.000000 Penalty: 5619.441406
	Iteration 15Q: 3 clusters Score -9688374 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -9688933.000000 Penalty: 5619.441406
	Iteration 16Q: 3 clusters Score -9688933 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -9689383.000000 Penalty: 5619.441406
	Iteration 17Q: 3 clusters Score -9689383 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -9689663.000000 Penalty: 5619.441406
	Iteration 18Q: 3 clusters Score -9689663 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -9689923.000000 Penalty: 5619.441406
	Iteration 19Q: 3 clusters Score -9689923 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -9690127.000000 Penalty: 5619.441406
	Iteration 20F: 3 clusters Score -9690127 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -9690318.000000 Penalty: 5619.441406
	Iteration 21Q: 3 clusters Score -9690318 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -9690395.000000 Penalty: 5619.441406
	Iteration 22Q: 3 clusters Score -9690395 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -9690482.000000 Penalty: 5619.441406
	Iteration 23Q: 3 clusters Score -9690482 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -9690546.000000 Penalty: 5619.441406
	Iteration 24Q: 3 clusters Score -9690546 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -9690596.000000 Penalty: 5619.441406
	Iteration 25Q: 3 clusters Score -9690596 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -9690702.000000 Penalty: 5619.441406
	Iteration 26Q: 3 clusters Score -9690702 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -9690761.000000 Penalty: 5619.441406
	Iteration 27Q: 3 clusters Score -9690761 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -9690848.000000 Penalty: 5619.441406
	Iteration 28Q: 3 clusters Score -9690848 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -9690897.000000 Penalty: 5619.441406
	Iteration 29Q: 3 clusters Score -9690897 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -9690923.000000 Penalty: 5619.441406
	Iteration 30Q: 3 clusters Score -9690923 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -9690944.000000 Penalty: 5619.441406
	Iteration 31Q: 3 clusters Score -9690944 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -9690974.000000 Penalty: 5619.441406
	Iteration 32Q: 3 clusters Score -9690974 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -9690966.000000 Penalty: 5619.441406
	Iteration 33Q: 3 clusters Score -9690966 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -9690979.000000 Penalty: 5619.441406
	Iteration 34Q: 3 clusters Score -9690979 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -9691014.000000 Penalty: 5619.441406
	Iteration 35Q: 3 clusters Score -9691014 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -9691043.000000 Penalty: 5619.441406
	Iteration 36Q: 3 clusters Score -9691043 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -9691069.000000 Penalty: 5619.441406
	Iteration 37Q: 3 clusters Score -9691069 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -9691110.000000 Penalty: 5619.441406
	Iteration 38Q: 3 clusters Score -9691110 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -9691149.000000 Penalty: 5619.441406
	Iteration 39Q: 3 clusters Score -9691149 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -9691180.000000 Penalty: 5619.441406
	Iteration 40F: 3 clusters Score -9691180 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -9691206.000000 Penalty: 5619.441406
	Iteration 41Q: 3 clusters Score -9691206 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -9691278.000000 Penalty: 5619.441406
	Iteration 42Q: 3 clusters Score -9691278 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -9691310.000000 Penalty: 5619.441406
	Iteration 43Q: 3 clusters Score -9691310 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -9691282.000000 Penalty: 5619.441406
	Iteration 44Q: 3 clusters Score -9691282 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -9691347.000000 Penalty: 5619.441406
	Iteration 45Q: 3 clusters Score -9691347 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -9691363.000000 Penalty: 5619.441406
	Iteration 46Q: 3 clusters Score -9691363 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -9691422.000000 Penalty: 5619.441406
	Iteration 47Q: 3 clusters Score -9691422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -9691467.000000 Penalty: 5619.441406
	Iteration 48Q: 3 clusters Score -9691467 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -9691459.000000 Penalty: 5619.441406
	Iteration 49Q: 3 clusters Score -9691459 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -9691490.000000 Penalty: 5619.441406
	Iteration 50Q: 3 clusters Score -9691490 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -9691495.000000 Penalty: 5619.441406
	Iteration 51Q: 3 clusters Score -9691495 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -9691519.000000 Penalty: 5619.441406
	Iteration 52Q: 3 clusters Score -9691519 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9691517.000000 Penalty: 5619.441406
	Iteration 53Q: 3 clusters Score -9691517 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -9691513.000000 Penalty: 5619.441406
	Iteration 54Q: 3 clusters Score -9691513 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -9691562.000000 Penalty: 5619.441406
	Iteration 55Q: 3 clusters Score -9691562 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -9691548.000000 Penalty: 5619.441406
	Iteration 56Q: 3 clusters Score -9691548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -9691575.000000 Penalty: 5619.441406
	Iteration 57Q: 3 clusters Score -9691575 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -9691593.000000 Penalty: 5619.441406
	Iteration 58Q: 3 clusters Score -9691593 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -9691619.000000 Penalty: 5619.441406
	Iteration 59Q: 3 clusters Score -9691619 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -9691635.000000 Penalty: 5619.441406
	Iteration 60F: 3 clusters Score -9691635 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -9691652.000000 Penalty: 5619.441406
	Iteration 61Q: 3 clusters Score -9691652 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -9691657.000000 Penalty: 5619.441406
	Iteration 62Q: 3 clusters Score -9691657 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -9691734.000000 Penalty: 5619.441406
	Iteration 63Q: 3 clusters Score -9691734 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -9691752.000000 Penalty: 5619.441406
	Iteration 64Q: 3 clusters Score -9691752 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -9691752.000000 Penalty: 5619.441406
	Iteration 65Q: 3 clusters Score -9691752 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -9691779.000000 Penalty: 5619.441406
	Iteration 66Q: 3 clusters Score -9691779 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -9691809.000000 Penalty: 5619.441406
	Iteration 67Q: 3 clusters Score -9691809 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -9691795.000000 Penalty: 5619.441406
	Iteration 68Q: 3 clusters Score -9691795 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -9691811.000000 Penalty: 5619.441406
	Iteration 69Q: 3 clusters Score -9691811 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -9691834.000000 Penalty: 5619.441406
	Iteration 70Q: 3 clusters Score -9691834 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -9691866.000000 Penalty: 5619.441406
	Iteration 71Q: 3 clusters Score -9691866 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -9691850.000000 Penalty: 5619.441406
	Iteration 72Q: 3 clusters Score -9691850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -9691870.000000 Penalty: 5619.441406
	Iteration 73Q: 3 clusters Score -9691870 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -9691911.000000 Penalty: 5619.441406
	Iteration 74Q: 3 clusters Score -9691911 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9691912.000000 Penalty: 5619.441406
	Iteration 75Q: 3 clusters Score -9691912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -9691940.000000 Penalty: 5619.441406
	Iteration 76Q: 3 clusters Score -9691940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9691941.000000 Penalty: 5619.441406
	Iteration 77Q: 3 clusters Score -9691941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9691962.000000 Penalty: 5619.441406
	Iteration 78Q: 3 clusters Score -9691962 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -9691970.000000 Penalty: 5619.441406
	Iteration 79Q: 3 clusters Score -9691970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9691997.000000 Penalty: 5619.441406
	Iteration 80F: 3 clusters Score -9691997 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -9691998.000000 Penalty: 5619.441406
	Iteration 81Q: 3 clusters Score -9691998 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -9692033.000000 Penalty: 5619.441406
	Iteration 82Q: 3 clusters Score -9692033 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -9692060.000000 Penalty: 5619.441406
	Iteration 83Q: 3 clusters Score -9692060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9692052.000000 Penalty: 5619.441406
	Iteration 84Q: 3 clusters Score -9692052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9692051.000000 Penalty: 5619.441406
	Iteration 85Q: 3 clusters Score -9692051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -9692062.000000 Penalty: 5619.441406
	Iteration 86Q: 3 clusters Score -9692062 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -9692060.000000 Penalty: 5619.441406
	Iteration 87Q: 3 clusters Score -9692060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -9692087.000000 Penalty: 5619.441406
	Iteration 88Q: 3 clusters Score -9692087 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -9692084.000000 Penalty: 5619.441406
	Iteration 89Q: 3 clusters Score -9692084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -9692090.000000 Penalty: 5619.441406
	Iteration 90Q: 3 clusters Score -9692090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -9692111.000000 Penalty: 5619.441406
	Iteration 91Q: 3 clusters Score -9692111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -9692130.000000 Penalty: 5619.441406
	Iteration 92Q: 3 clusters Score -9692130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -9692126.000000 Penalty: 5619.441406
	Iteration 93Q: 3 clusters Score -9692126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -9692117.000000 Penalty: 5619.441406
	Iteration 94Q: 3 clusters Score -9692117 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -9692108.000000 Penalty: 5619.441406
	Iteration 95Q: 3 clusters Score -9692108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -9692099.000000 Penalty: 5619.441406
	Iteration 96Q: 3 clusters Score -9692099 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -9692111.000000 Penalty: 5619.441406
	Iteration 97Q: 3 clusters Score -9692111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -9692117.000000 Penalty: 5619.441406
	Iteration 98Q: 3 clusters Score -9692117 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -9692118.000000 Penalty: 5619.441406
	Iteration 99Q: 3 clusters Score -9692118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -9692133.000000 Penalty: 5619.441406
	Iteration 100F: 3 clusters Score -9692133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -9692144.000000 Penalty: 5619.441406
	Iteration 101Q: 3 clusters Score -9692144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -9692153.000000 Penalty: 5619.441406
	Iteration 102Q: 3 clusters Score -9692153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -9692132.000000 Penalty: 5619.441406
	Iteration 103Q: 3 clusters Score -9692132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -9692138.000000 Penalty: 5619.441406
	Iteration 104Q: 3 clusters Score -9692138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -9692148.000000 Penalty: 5619.441406
	Iteration 105Q: 3 clusters Score -9692148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -9692137.000000 Penalty: 5619.441406
	Iteration 106Q: 3 clusters Score -9692137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -9692146.000000 Penalty: 5619.441406
	Iteration 107Q: 3 clusters Score -9692146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -9692132.000000 Penalty: 5619.441406
	Iteration 108Q: 3 clusters Score -9692132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -9692135.000000 Penalty: 5619.441406
	Iteration 109Q: 3 clusters Score -9692135 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -9692148.000000 Penalty: 5619.441406
	Iteration 110Q: 3 clusters Score -9692148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -9692138.000000 Penalty: 5619.441406
	Iteration 111Q: 3 clusters Score -9692138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -9692163.000000 Penalty: 5619.441406
	Iteration 112Q: 3 clusters Score -9692163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -9692174.000000 Penalty: 5619.441406
	Iteration 113Q: 3 clusters Score -9692174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -9692184.000000 Penalty: 5619.441406
	Iteration 114Q: 3 clusters Score -9692184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -9692201.000000 Penalty: 5619.441406
	Iteration 115Q: 3 clusters Score -9692201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -9692217.000000 Penalty: 5619.441406
	Iteration 116Q: 3 clusters Score -9692217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -9692240.000000 Penalty: 5619.441406
	Iteration 117Q: 3 clusters Score -9692240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -9692223.000000 Penalty: 5619.441406
	Iteration 118Q: 3 clusters Score -9692223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -9692223.000000 Penalty: 5619.441406
	Iteration 119Q: 3 clusters Score -9692223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -9692227.000000 Penalty: 5619.441406
	Iteration 120F: 3 clusters Score -9692227 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -9692235.000000 Penalty: 5619.441406
	Iteration 121Q: 3 clusters Score -9692235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -9692247.000000 Penalty: 5619.441406
	Iteration 122Q: 3 clusters Score -9692247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -9692240.000000 Penalty: 5619.441406
	Iteration 123Q: 3 clusters Score -9692240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -9692248.000000 Penalty: 5619.441406
	Iteration 124Q: 3 clusters Score -9692248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -9692232.000000 Penalty: 5619.441406
	Iteration 125Q: 3 clusters Score -9692232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -9692259.000000 Penalty: 5619.441406
	Iteration 126Q: 3 clusters Score -9692259 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -9692249.000000 Penalty: 5619.441406
	Iteration 127Q: 3 clusters Score -9692249 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -9692243.000000 Penalty: 5619.441406
	Iteration 128Q: 3 clusters Score -9692243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -9692260.000000 Penalty: 5619.441406
	Iteration 129Q: 3 clusters Score -9692260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -9692268.000000 Penalty: 5619.441406
	Iteration 130Q: 3 clusters Score -9692268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -9692290.000000 Penalty: 5619.441406
	Iteration 131Q: 3 clusters Score -9692290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -9692294.000000 Penalty: 5619.441406
	Iteration 132Q: 3 clusters Score -9692294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -9692305.000000 Penalty: 5619.441406
	Iteration 133Q: 3 clusters Score -9692305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -9692318.000000 Penalty: 5619.441406
	Iteration 134Q: 3 clusters Score -9692318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -9692321.000000 Penalty: 5619.441406
	Iteration 135Q: 3 clusters Score -9692321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -9692303.000000 Penalty: 5619.441406
	Iteration 136Q: 3 clusters Score -9692303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -9692327.000000 Penalty: 5619.441406
	Iteration 137Q: 3 clusters Score -9692327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -9692339.000000 Penalty: 5619.441406
	Iteration 138Q: 3 clusters Score -9692339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -9692341.000000 Penalty: 5619.441406
	Iteration 139Q: 3 clusters Score -9692341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -9692345.000000 Penalty: 5619.441406
	Iteration 140F: 3 clusters Score -9692345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -9692351.000000 Penalty: 5619.441406
	Iteration 141Q: 3 clusters Score -9692351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -9692352.000000 Penalty: 5619.441406
	Iteration 142Q: 3 clusters Score -9692352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -9692350.000000 Penalty: 5619.441406
	Iteration 143Q: 3 clusters Score -9692350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -9692346.000000 Penalty: 5619.441406
	Iteration 144Q: 3 clusters Score -9692346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -9692369.000000 Penalty: 5619.441406
	Iteration 145Q: 3 clusters Score -9692369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -9692371.000000 Penalty: 5619.441406
	Iteration 146Q: 3 clusters Score -9692371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -9692376.000000 Penalty: 5619.441406
	Iteration 147Q: 3 clusters Score -9692376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -9692378.000000 Penalty: 5619.441406
	Iteration 148Q: 3 clusters Score -9692378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -9692377.000000 Penalty: 5619.441406
	Iteration 149Q: 3 clusters Score -9692377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -9692369.000000 Penalty: 5619.441406
	Iteration 150Q: 3 clusters Score -9692369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -9692344.000000 Penalty: 5619.441406
	Iteration 151Q: 3 clusters Score -9692344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -9692346.000000 Penalty: 5619.441406
	Iteration 152Q: 3 clusters Score -9692346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -9692353.000000 Penalty: 5619.441406
	Iteration 153Q: 3 clusters Score -9692353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -9692379.000000 Penalty: 5619.441406
	Iteration 154Q: 3 clusters Score -9692379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -9692369.000000 Penalty: 5619.441406
	Iteration 155Q: 3 clusters Score -9692369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -9692367.000000 Penalty: 5619.441406
	Iteration 156Q: 3 clusters Score -9692367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -9692369.000000 Penalty: 5619.441406
	Iteration 157Q: 3 clusters Score -9692369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -9692373.000000 Penalty: 5619.441406
	Iteration 158Q: 3 clusters Score -9692373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -9692376.000000 Penalty: 5619.441406
	Iteration 159Q: 3 clusters Score -9692376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -9692390.000000 Penalty: 5619.441406
	Iteration 160F: 3 clusters Score -9692390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -9692377.000000 Penalty: 5619.441406
	Iteration 161Q: 3 clusters Score -9692377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -9692396.000000 Penalty: 5619.441406
	Iteration 162Q: 3 clusters Score -9692396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -9692380.000000 Penalty: 5619.441406
	Iteration 163Q: 3 clusters Score -9692380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -9692394.000000 Penalty: 5619.441406
	Iteration 164Q: 3 clusters Score -9692394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -9692386.000000 Penalty: 5619.441406
	Iteration 165Q: 3 clusters Score -9692386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -9692378.000000 Penalty: 5619.441406
	Iteration 166Q: 3 clusters Score -9692378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -9692393.000000 Penalty: 5619.441406
	Iteration 167Q: 3 clusters Score -9692393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -9692394.000000 Penalty: 5619.441406
	Iteration 168Q: 3 clusters Score -9692394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -9692386.000000 Penalty: 5619.441406
	Iteration 169Q: 3 clusters Score -9692386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -9692384.000000 Penalty: 5619.441406
	Iteration 170Q: 3 clusters Score -9692384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -9692402.000000 Penalty: 5619.441406
	Iteration 171Q: 3 clusters Score -9692402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -9692400.000000 Penalty: 5619.441406
	Iteration 172Q: 3 clusters Score -9692400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -9692411.000000 Penalty: 5619.441406
	Iteration 173Q: 3 clusters Score -9692411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -9692398.000000 Penalty: 5619.441406
	Iteration 174Q: 3 clusters Score -9692398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -9692397.000000 Penalty: 5619.441406
	Iteration 175Q: 3 clusters Score -9692397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -9692402.000000 Penalty: 5619.441406
	Iteration 176Q: 3 clusters Score -9692402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -9692400.000000 Penalty: 5619.441406
	Iteration 177Q: 3 clusters Score -9692400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -9692405.000000 Penalty: 5619.441406
	Iteration 178Q: 3 clusters Score -9692405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -9692409.000000 Penalty: 5619.441406
	Iteration 179Q: 3 clusters Score -9692409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -9692400.000000 Penalty: 5619.441406
	Iteration 180F: 3 clusters Score -9692400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -9692411.000000 Penalty: 5619.441406
	Iteration 181Q: 3 clusters Score -9692411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -9692428.000000 Penalty: 5619.441406
	Iteration 182Q: 3 clusters Score -9692428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -9692435.000000 Penalty: 5619.441406
	Iteration 183Q: 3 clusters Score -9692435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -9692439.000000 Penalty: 5619.441406
	Iteration 184Q: 3 clusters Score -9692439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -9692434.000000 Penalty: 5619.441406
	Iteration 185Q: 3 clusters Score -9692434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -9692445.000000 Penalty: 5619.441406
	Iteration 186Q: 3 clusters Score -9692445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -9692427.000000 Penalty: 5619.441406
	Iteration 187Q: 3 clusters Score -9692427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -9692431.000000 Penalty: 5619.441406
	Iteration 188Q: 3 clusters Score -9692431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -9692440.000000 Penalty: 5619.441406
	Iteration 189Q: 3 clusters Score -9692440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -9692446.000000 Penalty: 5619.441406
	Iteration 190Q: 3 clusters Score -9692446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -9692434.000000 Penalty: 5619.441406
	Iteration 191Q: 3 clusters Score -9692434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -9692437.000000 Penalty: 5619.441406
	Iteration 192Q: 3 clusters Score -9692437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -9692425.000000 Penalty: 5619.441406
	Iteration 193Q: 3 clusters Score -9692425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -9692429.000000 Penalty: 5619.441406
	Iteration 194Q: 3 clusters Score -9692429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -9692442.000000 Penalty: 5619.441406
	Iteration 195Q: 3 clusters Score -9692442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -9692437.000000 Penalty: 5619.441406
	Iteration 196Q: 3 clusters Score -9692437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -9692417.000000 Penalty: 5619.441406
	Iteration 197Q: 3 clusters Score -9692417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -9692424.000000 Penalty: 5619.441406
	Iteration 198Q: 3 clusters Score -9692424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -9692421.000000 Penalty: 5619.441406
	Iteration 199Q: 3 clusters Score -9692421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -9692415.000000 Penalty: 5619.441406
	Iteration 200F: 3 clusters Score -9692415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -9692406.000000 Penalty: 5619.441406
	Iteration 201Q: 3 clusters Score -9692406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -9692418.000000 Penalty: 5619.441406
	Iteration 202Q: 3 clusters Score -9692418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -9692420.000000 Penalty: 5619.441406
	Iteration 203Q: 3 clusters Score -9692420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -9692441.000000 Penalty: 5619.441406
	Iteration 204Q: 3 clusters Score -9692441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -9692445.000000 Penalty: 5619.441406
	Iteration 205Q: 3 clusters Score -9692445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -9692431.000000 Penalty: 5619.441406
	Iteration 206Q: 3 clusters Score -9692431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -9692424.000000 Penalty: 5619.441406
	Iteration 207Q: 3 clusters Score -9692424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -9692429.000000 Penalty: 5619.441406
	Iteration 208Q: 3 clusters Score -9692429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -9692422.000000 Penalty: 5619.441406
	Iteration 209Q: 3 clusters Score -9692422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -9692423.000000 Penalty: 5619.441406
	Iteration 210Q: 3 clusters Score -9692423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -9692427.000000 Penalty: 5619.441406
	Iteration 211Q: 3 clusters Score -9692427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -9692417.000000 Penalty: 5619.441406
	Iteration 212Q: 3 clusters Score -9692417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -9692424.000000 Penalty: 5619.441406
	Iteration 213Q: 3 clusters Score -9692424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -9692430.000000 Penalty: 5619.441406
	Iteration 214Q: 3 clusters Score -9692430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -9692426.000000 Penalty: 5619.441406
	Iteration 215Q: 3 clusters Score -9692426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -9692432.000000 Penalty: 5619.441406
	Iteration 216Q: 3 clusters Score -9692432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -9692434.000000 Penalty: 5619.441406
	Iteration 217Q: 3 clusters Score -9692434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -9692438.000000 Penalty: 5619.441406
	Iteration 218Q: 3 clusters Score -9692438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -9692442.000000 Penalty: 5619.441406
	Iteration 219Q: 3 clusters Score -9692442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -9692440.000000 Penalty: 5619.441406
	Iteration 220F: 3 clusters Score -9692440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -9692443.000000 Penalty: 5619.441406
	Iteration 221Q: 3 clusters Score -9692443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -9692443.000000 Penalty: 5619.441406
	Iteration 222Q: 3 clusters Score -9692443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -9692441.000000 Penalty: 5619.441406
	Iteration 223Q: 3 clusters Score -9692441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -9692440.000000 Penalty: 5619.441406
	Iteration 224Q: 3 clusters Score -9692440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -9692445.000000 Penalty: 5619.441406
	Iteration 225Q: 3 clusters Score -9692445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -9692447.000000 Penalty: 5619.441406
	Iteration 226Q: 3 clusters Score -9692447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -9692442.000000 Penalty: 5619.441406
	Iteration 227Q: 3 clusters Score -9692442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -9692442.000000 Penalty: 5619.441406
	Iteration 228F: 3 clusters Score -9692442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Entering Unmasked Estep 
Score: -12808068.000000 Penalty: 2875.014160
	Iteration 0F: 2 clusters Score -1.280807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -12735636.000000 Penalty: 5750.028320
	Iteration 0F: 3 clusters Score -1.273564e+07 nChanged 51147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -12764902.000000 Penalty: 5750.028320
	Iteration 1F: 3 clusters Score -1.27649e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -12765644.000000 Penalty: 5750.028320
	Iteration 2Q: 3 clusters Score -1.276564e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -12766275.000000 Penalty: 5750.028320
	Iteration 3Q: 3 clusters Score -1.276628e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -12767019.000000 Penalty: 5750.028320
	Iteration 4Q: 3 clusters Score -1.276702e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -12768081.000000 Penalty: 5750.028320
	Iteration 5Q: 3 clusters Score -1.276808e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -12769431.000000 Penalty: 5750.028320
	Iteration 6Q: 3 clusters Score -1.276943e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -12771491.000000 Penalty: 5750.028320
	Iteration 7Q: 3 clusters Score -1.277149e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -12774355.000000 Penalty: 5750.028320
	Iteration 8Q: 3 clusters Score -1.277436e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -12778339.000000 Penalty: 5750.028320
	Iteration 9F: 3 clusters Score -1.277834e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -12783002.000000 Penalty: 5750.028320
	Iteration 10F: 3 clusters Score -1.2783e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -12787157.000000 Penalty: 5750.028320
	Iteration 11F: 3 clusters Score -1.278716e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -12789772.000000 Penalty: 5750.028320
	Iteration 12Q: 3 clusters Score -1.278977e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -12791195.000000 Penalty: 5750.028320
	Iteration 13Q: 3 clusters Score -1.27912e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -12792065.000000 Penalty: 5750.028320
	Iteration 14Q: 3 clusters Score -1.279206e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
Score: -12792902.000000 Penalty: 5750.028320
	Iteration 15Q: 3 clusters Score -1.27929e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -12793699.000000 Penalty: 5750.028320
	Iteration 16Q: 3 clusters Score -1.27937e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -12794587.000000 Penalty: 5750.028320
	Iteration 17Q: 3 clusters Score -1.279459e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -12795606.000000 Penalty: 5750.028320
	Iteration 18Q: 3 clusters Score -1.279561e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -12796646.000000 Penalty: 5750.028320
	Iteration 19Q: 3 clusters Score -1.279665e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -12797759.000000 Penalty: 5750.028320
	Iteration 20F: 3 clusters Score -1.279776e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -12798853.000000 Penalty: 5750.028320
	Iteration 21Q: 3 clusters Score -1.279885e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -12800136.000000 Penalty: 5750.028320
	Iteration 22Q: 3 clusters Score -1.280014e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -12801244.000000 Penalty: 5750.028320
	Iteration 23Q: 3 clusters Score -1.280124e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -12802154.000000 Penalty: 5750.028320
	Iteration 24Q: 3 clusters Score -1.280215e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -12803002.000000 Penalty: 5750.028320
	Iteration 25Q: 3 clusters Score -1.2803e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -12803672.000000 Penalty: 5750.028320
	Iteration 26Q: 3 clusters Score -1.280367e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -12804135.000000 Penalty: 5750.028320
	Iteration 27Q: 3 clusters Score -1.280414e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -12804528.000000 Penalty: 5750.028320
	Iteration 28Q: 3 clusters Score -1.280453e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -12804805.000000 Penalty: 5750.028320
	Iteration 29Q: 3 clusters Score -1.28048e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -12805085.000000 Penalty: 5750.028320
	Iteration 30Q: 3 clusters Score -1.280508e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -12805322.000000 Penalty: 5750.028320
	Iteration 31Q: 3 clusters Score -1.280532e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 106534 members 
Entering Unmasked Estep 
Score: -12805464.000000 Penalty: 5750.028320
	Iteration 32Q: 3 clusters Score -1.280546e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -12805536.000000 Penalty: 5750.028320
	Iteration 33Q: 3 clusters Score -1.280554e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -12805608.000000 Penalty: 5750.028320
	Iteration 34Q: 3 clusters Score -1.280561e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -12805700.000000 Penalty: 5750.028320
	Iteration 35Q: 3 clusters Score -1.28057e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -12805710.000000 Penalty: 5750.028320
	Iteration 36Q: 3 clusters Score -1.280571e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -12805766.000000 Penalty: 5750.028320
	Iteration 37Q: 3 clusters Score -1.280577e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -12805787.000000 Penalty: 5750.028320
	Iteration 38Q: 3 clusters Score -1.280579e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -12805791.000000 Penalty: 5750.028320
	Iteration 39Q: 3 clusters Score -1.280579e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -12805847.000000 Penalty: 5750.028320
	Iteration 40F: 3 clusters Score -1.280585e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -12805864.000000 Penalty: 5750.028320
	Iteration 41Q: 3 clusters Score -1.280586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -12805888.000000 Penalty: 5750.028320
	Iteration 42Q: 3 clusters Score -1.280589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -12805915.000000 Penalty: 5750.028320
	Iteration 43Q: 3 clusters Score -1.280592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -12805937.000000 Penalty: 5750.028320
	Iteration 44Q: 3 clusters Score -1.280594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -12805946.000000 Penalty: 5750.028320
	Iteration 45Q: 3 clusters Score -1.280595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -12805957.000000 Penalty: 5750.028320
	Iteration 46Q: 3 clusters Score -1.280596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -12805961.000000 Penalty: 5750.028320
	Iteration 47Q: 3 clusters Score -1.280596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -12805970.000000 Penalty: 5750.028320
	Iteration 48Q: 3 clusters Score -1.280597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 107271 members 
Entering Unmasked Estep 
Score: -12805978.000000 Penalty: 5750.028320
	Iteration 49Q: 3 clusters Score -1.280598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -12805967.000000 Penalty: 5750.028320
	Iteration 50Q: 3 clusters Score -1.280597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -12805978.000000 Penalty: 5750.028320
	Iteration 51Q: 3 clusters Score -1.280598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 107286 members 
Entering Unmasked Estep 
Score: -12805976.000000 Penalty: 5750.028320
	Iteration 52Q: 3 clusters Score -1.280598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -12805974.000000 Penalty: 5750.028320
	Iteration 53Q: 3 clusters Score -1.280597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 107289 members 
Entering Unmasked Estep 
Score: -12805975.000000 Penalty: 5750.028320
	Iteration 54Q: 3 clusters Score -1.280598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -12805988.000000 Penalty: 5750.028320
	Iteration 55Q: 3 clusters Score -1.280599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -12805983.000000 Penalty: 5750.028320
	Iteration 56Q: 3 clusters Score -1.280598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -12805973.000000 Penalty: 5750.028320
	Iteration 57Q: 3 clusters Score -1.280597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 107291 members 
Entering Unmasked Estep 
Score: -12805978.000000 Penalty: 5750.028320
	Iteration 58Q: 3 clusters Score -1.280598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -12805984.000000 Penalty: 5750.028320
	Iteration 59Q: 3 clusters Score -1.280598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -12805992.000000 Penalty: 5750.028320
	Iteration 60F: 3 clusters Score -1.280599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -12805987.000000 Penalty: 5750.028320
	Iteration 61Q: 3 clusters Score -1.280599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -12805988.000000 Penalty: 5750.028320
	Iteration 62Q: 3 clusters Score -1.280599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -12805984.000000 Penalty: 5750.028320
	Iteration 63Q: 3 clusters Score -1.280598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -12805991.000000 Penalty: 5750.028320
	Iteration 64Q: 3 clusters Score -1.280599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -12805997.000000 Penalty: 5750.028320
	Iteration 65Q: 3 clusters Score -1.2806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -12806007.000000 Penalty: 5750.028320
	Iteration 66Q: 3 clusters Score -1.280601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -12805995.000000 Penalty: 5750.028320
	Iteration 67Q: 3 clusters Score -1.2806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -12805989.000000 Penalty: 5750.028320
	Iteration 68Q: 3 clusters Score -1.280599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -12806001.000000 Penalty: 5750.028320
	Iteration 69Q: 3 clusters Score -1.2806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -12806015.000000 Penalty: 5750.028320
	Iteration 70Q: 3 clusters Score -1.280602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -12806023.000000 Penalty: 5750.028320
	Iteration 71Q: 3 clusters Score -1.280602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -12806015.000000 Penalty: 5750.028320
	Iteration 72Q: 3 clusters Score -1.280602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -12806037.000000 Penalty: 5750.028320
	Iteration 73Q: 3 clusters Score -1.280604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -12806041.000000 Penalty: 5750.028320
	Iteration 74Q: 3 clusters Score -1.280604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -12806034.000000 Penalty: 5750.028320
	Iteration 75Q: 3 clusters Score -1.280603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -12806038.000000 Penalty: 5750.028320
	Iteration 76Q: 3 clusters Score -1.280604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 107317 members 
Entering Unmasked Estep 
Score: -12806038.000000 Penalty: 5750.028320
	Iteration 77Q: 3 clusters Score -1.280604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -12806035.000000 Penalty: 5750.028320
	Iteration 78Q: 3 clusters Score -1.280604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -12806039.000000 Penalty: 5750.028320
	Iteration 79Q: 3 clusters Score -1.280604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -12806042.000000 Penalty: 5750.028320
	Iteration 80F: 3 clusters Score -1.280604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -12806048.000000 Penalty: 5750.028320
	Iteration 81Q: 3 clusters Score -1.280605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -12806056.000000 Penalty: 5750.028320
	Iteration 82Q: 3 clusters Score -1.280606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -12806047.000000 Penalty: 5750.028320
	Iteration 83Q: 3 clusters Score -1.280605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -12806060.000000 Penalty: 5750.028320
	Iteration 84Q: 3 clusters Score -1.280606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -12806066.000000 Penalty: 5750.028320
	Iteration 85Q: 3 clusters Score -1.280607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -12806066.000000 Penalty: 5750.028320
	Iteration 86Q: 3 clusters Score -1.280607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -12806057.000000 Penalty: 5750.028320
	Iteration 87Q: 3 clusters Score -1.280606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -12806057.000000 Penalty: 5750.028320
	Iteration 88F: 3 clusters Score -1.280606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (209723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209723 members 
Entering Unmasked Estep 
Score: -24633652.000000 Penalty: 3038.878662
	Iteration 0F: 2 clusters Score -2.463365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -24496758.000000 Penalty: 6077.757324
	Iteration 0F: 3 clusters Score -2.449676e+07 nChanged 100858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -24556404.000000 Penalty: 6077.757324
	Iteration 1F: 3 clusters Score -2.45564e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -24558526.000000 Penalty: 6077.757324
	Iteration 2Q: 3 clusters Score -2.455853e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123208 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -24562080.000000 Penalty: 6077.757324
	Iteration 3Q: 3 clusters Score -2.456208e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -24567836.000000 Penalty: 6077.757324
	Iteration 4F: 3 clusters Score -2.456784e+07 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -24577818.000000 Penalty: 6077.757324
	Iteration 5F: 3 clusters Score -2.457782e+07 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -24591632.000000 Penalty: 6077.757324
	Iteration 6F: 3 clusters Score -2.459163e+07 nChanged 17035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180182 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -24607018.000000 Penalty: 6077.757324
	Iteration 7F: 3 clusters Score -2.460702e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193092 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -24618312.000000 Penalty: 6077.757324
	Iteration 8F: 3 clusters Score -2.461831e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200640 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -24624854.000000 Penalty: 6077.757324
	Iteration 9Q: 3 clusters Score -2.462485e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204443 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -24627682.000000 Penalty: 6077.757324
	Iteration 10Q: 3 clusters Score -2.462768e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206305 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -24629014.000000 Penalty: 6077.757324
	Iteration 11Q: 3 clusters Score -2.462901e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207298 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -24629772.000000 Penalty: 6077.757324
	Iteration 12Q: 3 clusters Score -2.462977e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207843 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -24630204.000000 Penalty: 6077.757324
	Iteration 13Q: 3 clusters Score -2.46302e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208144 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24630442.000000 Penalty: 6077.757324
	Iteration 14Q: 3 clusters Score -2.463044e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208345 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -24630678.000000 Penalty: 6077.757324
	Iteration 15Q: 3 clusters Score -2.463068e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208477 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -24630694.000000 Penalty: 6077.757324
	Iteration 16Q: 3 clusters Score -2.463069e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208585 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24630786.000000 Penalty: 6077.757324
	Iteration 17Q: 3 clusters Score -2.463079e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208670 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -24630830.000000 Penalty: 6077.757324
	Iteration 18Q: 3 clusters Score -2.463083e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208725 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -24630888.000000 Penalty: 6077.757324
	Iteration 19Q: 3 clusters Score -2.463089e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208767 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -24630914.000000 Penalty: 6077.757324
	Iteration 20F: 3 clusters Score -2.463091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208799 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -24630940.000000 Penalty: 6077.757324
	Iteration 21Q: 3 clusters Score -2.463094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208826 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -24630948.000000 Penalty: 6077.757324
	Iteration 22Q: 3 clusters Score -2.463095e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208846 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -24630980.000000 Penalty: 6077.757324
	Iteration 23Q: 3 clusters Score -2.463098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208860 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -24631020.000000 Penalty: 6077.757324
	Iteration 24Q: 3 clusters Score -2.463102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208882 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -24631026.000000 Penalty: 6077.757324
	Iteration 25Q: 3 clusters Score -2.463103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208894 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -24631046.000000 Penalty: 6077.757324
	Iteration 26Q: 3 clusters Score -2.463105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208909 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -24631052.000000 Penalty: 6077.757324
	Iteration 27Q: 3 clusters Score -2.463105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208914 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24631062.000000 Penalty: 6077.757324
	Iteration 28Q: 3 clusters Score -2.463106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208925 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -24631060.000000 Penalty: 6077.757324
	Iteration 29Q: 3 clusters Score -2.463106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208930 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -24631058.000000 Penalty: 6077.757324
	Iteration 30Q: 3 clusters Score -2.463106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208934 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24631078.000000 Penalty: 6077.757324
	Iteration 31Q: 3 clusters Score -2.463108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208936 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -24631084.000000 Penalty: 6077.757324
	Iteration 32Q: 3 clusters Score -2.463108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208937 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -24631072.000000 Penalty: 6077.757324
	Iteration 33Q: 3 clusters Score -2.463107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208938 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -24631078.000000 Penalty: 6077.757324
	Iteration 34Q: 3 clusters Score -2.463108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208939 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24631084.000000 Penalty: 6077.757324
	Iteration 35Q: 3 clusters Score -2.463108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208941 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -24631086.000000 Penalty: 6077.757324
	Iteration 36Q: 3 clusters Score -2.463109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208942 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -24631084.000000 Penalty: 6077.757324
	Iteration 37Q: 3 clusters Score -2.463108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208946 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -24631086.000000 Penalty: 6077.757324
	Iteration 38Q: 3 clusters Score -2.463109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208948 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -24631084.000000 Penalty: 6077.757324
	Iteration 39Q: 3 clusters Score -2.463108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208949 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -24631086.000000 Penalty: 6077.757324
	Iteration 40F: 3 clusters Score -2.463109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208950 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24631076.000000 Penalty: 6077.757324
	Iteration 41Q: 3 clusters Score -2.463108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208951 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -24631084.000000 Penalty: 6077.757324
	Iteration 42Q: 3 clusters Score -2.463108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208953 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -24631084.000000 Penalty: 6077.757324
	Iteration 43Q: 3 clusters Score -2.463108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208955 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -24631086.000000 Penalty: 6077.757324
	Iteration 44Q: 3 clusters Score -2.463109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208956 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -24631100.000000 Penalty: 6077.757324
	Iteration 45Q: 3 clusters Score -2.46311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208956 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -24631100.000000 Penalty: 6077.757324
	Iteration 46F: 3 clusters Score -2.46311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -472270.812500 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -472270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -468219.250000 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -468219.2 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -469148.625000 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -469148.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -469351.312500 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -469351.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -469490.375000 Penalty: 4144.501953
	Iteration 3F: 3 clusters Score -469490.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -469592.031250 Penalty: 4144.501953
	Iteration 4Q: 3 clusters Score -469592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -469666.000000 Penalty: 4144.501953
	Iteration 5Q: 3 clusters Score -469666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -469740.468750 Penalty: 4144.501953
	Iteration 6Q: 3 clusters Score -469740.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -469819.312500 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -469819.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -469885.250000 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -469885.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -469966.250000 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -469966.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -470072.312500 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -470072.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -470191.093750 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -470191.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -470309.593750 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -470309.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -470442.250000 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -470442.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -470587.750000 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -470587.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -470730.562500 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -470730.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -470869.593750 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -470869.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -471023.218750 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -471023.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -471182.031250 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -471182 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -471327.906250 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -471327.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -471469.718750 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -471469.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -471618.218750 Penalty: 4144.501953
	Iteration 21Q: 3 clusters Score -471618.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -471744.812500 Penalty: 4144.501953
	Iteration 22Q: 3 clusters Score -471744.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -471808.312500 Penalty: 4144.501953
	Iteration 23Q: 3 clusters Score -471808.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -471840.281250 Penalty: 4144.501953
	Iteration 24Q: 3 clusters Score -471840.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -471864.750000 Penalty: 4144.501953
	Iteration 25Q: 3 clusters Score -471864.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -471879.093750 Penalty: 4144.501953
	Iteration 26Q: 3 clusters Score -471879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -471888.781250 Penalty: 4144.501953
	Iteration 27Q: 3 clusters Score -471888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -471893.250000 Penalty: 4144.501953
	Iteration 28Q: 3 clusters Score -471893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -471896.812500 Penalty: 4144.501953
	Iteration 29Q: 3 clusters Score -471896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -471898.218750 Penalty: 4144.501953
	Iteration 30Q: 3 clusters Score -471898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -471897.562500 Penalty: 4144.501953
	Iteration 31Q: 3 clusters Score -471897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -471897.562500 Penalty: 4144.501953
	Iteration 32F: 3 clusters Score -471897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Entering Unmasked Estep 
Score: -8143296.500000 Penalty: 2771.699463
	Iteration 0F: 2 clusters Score -8143296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -8095405.500000 Penalty: 5543.398926
	Iteration 0F: 3 clusters Score -8095406 nChanged 33551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -8114036.000000 Penalty: 5543.398926
	Iteration 1F: 3 clusters Score -8114036 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -8114574.500000 Penalty: 5543.398926
	Iteration 2Q: 3 clusters Score -8114574 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8115150.000000 Penalty: 5543.398926
	Iteration 3Q: 3 clusters Score -8115150 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8115728.500000 Penalty: 5543.398926
	Iteration 4Q: 3 clusters Score -8115728 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -8116274.000000 Penalty: 5543.398926
	Iteration 5Q: 3 clusters Score -8116274 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -8117010.000000 Penalty: 5543.398926
	Iteration 6Q: 3 clusters Score -8117010 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -8117904.500000 Penalty: 5543.398926
	Iteration 7Q: 3 clusters Score -8117904 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8118954.500000 Penalty: 5543.398926
	Iteration 8Q: 3 clusters Score -8118954 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -8120263.000000 Penalty: 5543.398926
	Iteration 9Q: 3 clusters Score -8120263 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -8121864.500000 Penalty: 5543.398926
	Iteration 10Q: 3 clusters Score -8121864 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8123815.000000 Penalty: 5543.398926
	Iteration 11Q: 3 clusters Score -8123815 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -8126145.000000 Penalty: 5543.398926
	Iteration 12F: 3 clusters Score -8126145 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -8128740.500000 Penalty: 5543.398926
	Iteration 13F: 3 clusters Score -8128740 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -8131474.500000 Penalty: 5543.398926
	Iteration 14F: 3 clusters Score -8131474 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -8133970.000000 Penalty: 5543.398926
	Iteration 15Q: 3 clusters Score -8133970 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -8135988.000000 Penalty: 5543.398926
	Iteration 16Q: 3 clusters Score -8135988 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -8137390.500000 Penalty: 5543.398926
	Iteration 17Q: 3 clusters Score -8137390 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -8138390.000000 Penalty: 5543.398926
	Iteration 18Q: 3 clusters Score -8138390 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -8139082.000000 Penalty: 5543.398926
	Iteration 19Q: 3 clusters Score -8139082 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -8139570.500000 Penalty: 5543.398926
	Iteration 20F: 3 clusters Score -8139570 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -8139900.000000 Penalty: 5543.398926
	Iteration 21Q: 3 clusters Score -8139900 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8140105.000000 Penalty: 5543.398926
	Iteration 22Q: 3 clusters Score -8140105 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -8140279.500000 Penalty: 5543.398926
	Iteration 23Q: 3 clusters Score -8140280 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -8140409.500000 Penalty: 5543.398926
	Iteration 24Q: 3 clusters Score -8140410 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8140521.500000 Penalty: 5543.398926
	Iteration 25Q: 3 clusters Score -8140522 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -8140628.000000 Penalty: 5543.398926
	Iteration 26Q: 3 clusters Score -8140628 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -8140695.500000 Penalty: 5543.398926
	Iteration 27Q: 3 clusters Score -8140696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -8140759.000000 Penalty: 5543.398926
	Iteration 28Q: 3 clusters Score -8140759 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -8140796.000000 Penalty: 5543.398926
	Iteration 29Q: 3 clusters Score -8140796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -8140824.000000 Penalty: 5543.398926
	Iteration 30Q: 3 clusters Score -8140824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8140881.500000 Penalty: 5543.398926
	Iteration 31Q: 3 clusters Score -8140882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -8140899.000000 Penalty: 5543.398926
	Iteration 32Q: 3 clusters Score -8140899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -8140919.000000 Penalty: 5543.398926
	Iteration 33Q: 3 clusters Score -8140919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -8140930.500000 Penalty: 5543.398926
	Iteration 34Q: 3 clusters Score -8140930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -8140961.000000 Penalty: 5543.398926
	Iteration 35Q: 3 clusters Score -8140961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -8140982.500000 Penalty: 5543.398926
	Iteration 36Q: 3 clusters Score -8140982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -8140984.000000 Penalty: 5543.398926
	Iteration 37Q: 3 clusters Score -8140984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -8140999.000000 Penalty: 5543.398926
	Iteration 38Q: 3 clusters Score -8140999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -8141001.000000 Penalty: 5543.398926
	Iteration 39Q: 3 clusters Score -8141001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -8141004.000000 Penalty: 5543.398926
	Iteration 40F: 3 clusters Score -8141004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -8141009.000000 Penalty: 5543.398926
	Iteration 41Q: 3 clusters Score -8141009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -8141013.500000 Penalty: 5543.398926
	Iteration 42Q: 3 clusters Score -8141014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -8141022.000000 Penalty: 5543.398926
	Iteration 43Q: 3 clusters Score -8141022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8141014.000000 Penalty: 5543.398926
	Iteration 44Q: 3 clusters Score -8141014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -8141015.000000 Penalty: 5543.398926
	Iteration 45Q: 3 clusters Score -8141015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8141016.000000 Penalty: 5543.398926
	Iteration 46Q: 3 clusters Score -8141016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -8141019.500000 Penalty: 5543.398926
	Iteration 47Q: 3 clusters Score -8141020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -8141031.000000 Penalty: 5543.398926
	Iteration 48Q: 3 clusters Score -8141031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -8141040.000000 Penalty: 5543.398926
	Iteration 49Q: 3 clusters Score -8141040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -8141044.000000 Penalty: 5543.398926
	Iteration 50Q: 3 clusters Score -8141044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -8141046.500000 Penalty: 5543.398926
	Iteration 51Q: 3 clusters Score -8141046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -8141042.500000 Penalty: 5543.398926
	Iteration 52Q: 3 clusters Score -8141042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -8141051.000000 Penalty: 5543.398926
	Iteration 53Q: 3 clusters Score -8141051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -8141049.000000 Penalty: 5543.398926
	Iteration 54Q: 3 clusters Score -8141049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -8141063.000000 Penalty: 5543.398926
	Iteration 55Q: 3 clusters Score -8141063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -8141066.000000 Penalty: 5543.398926
	Iteration 56Q: 3 clusters Score -8141066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -8141065.000000 Penalty: 5543.398926
	Iteration 57Q: 3 clusters Score -8141065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -8141068.000000 Penalty: 5543.398926
	Iteration 58Q: 3 clusters Score -8141068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -8141074.500000 Penalty: 5543.398926
	Iteration 59Q: 3 clusters Score -8141074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -8141067.000000 Penalty: 5543.398926
	Iteration 60F: 3 clusters Score -8141067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -8141070.000000 Penalty: 5543.398926
	Iteration 61Q: 3 clusters Score -8141070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -8141072.000000 Penalty: 5543.398926
	Iteration 62Q: 3 clusters Score -8141072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -8141072.000000 Penalty: 5543.398926
	Iteration 63F: 3 clusters Score -8141072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48683.640625 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48683.64 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48887.410156 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48887.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48981.886719 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -48981.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49038.343750 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -49038.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49080.964844 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49080.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49095.886719 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49095.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49109.875000 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49109.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49120.921875 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49120.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49123.761719 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49123.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49123.761719 Penalty: 3084.425781
	Iteration 9F: 3 clusters Score -49123.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Entering Unmasked Estep 
Score: -3609149.000000 Penalty: 2560.190430
	Iteration 0F: 2 clusters Score -3609149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3588209.000000 Penalty: 5120.380859
	Iteration 0F: 3 clusters Score -3588209 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3595818.500000 Penalty: 5120.380859
	Iteration 1F: 3 clusters Score -3595818 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3596430.500000 Penalty: 5120.380859
	Iteration 2Q: 3 clusters Score -3596430 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3597173.250000 Penalty: 5120.380859
	Iteration 3F: 3 clusters Score -3597173 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3598046.750000 Penalty: 5120.380859
	Iteration 4F: 3 clusters Score -3598047 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3599189.000000 Penalty: 5120.380859
	Iteration 5F: 3 clusters Score -3599189 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3600744.750000 Penalty: 5120.380859
	Iteration 6F: 3 clusters Score -3600745 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3602571.000000 Penalty: 5120.380859
	Iteration 7F: 3 clusters Score -3602571 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3604342.250000 Penalty: 5120.380859
	Iteration 8F: 3 clusters Score -3604342 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3605621.500000 Penalty: 5120.380859
	Iteration 9Q: 3 clusters Score -3605622 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3606185.250000 Penalty: 5120.380859
	Iteration 10Q: 3 clusters Score -3606185 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3606482.500000 Penalty: 5120.380859
	Iteration 11Q: 3 clusters Score -3606482 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3606616.750000 Penalty: 5120.380859
	Iteration 12Q: 3 clusters Score -3606617 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3606698.250000 Penalty: 5120.380859
	Iteration 13Q: 3 clusters Score -3606698 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3606792.000000 Penalty: 5120.380859
	Iteration 14Q: 3 clusters Score -3606792 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3606882.000000 Penalty: 5120.380859
	Iteration 15Q: 3 clusters Score -3606882 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3606939.250000 Penalty: 5120.380859
	Iteration 16Q: 3 clusters Score -3606939 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3606992.000000 Penalty: 5120.380859
	Iteration 17Q: 3 clusters Score -3606992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3607031.750000 Penalty: 5120.380859
	Iteration 18Q: 3 clusters Score -3607032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3607063.000000 Penalty: 5120.380859
	Iteration 19Q: 3 clusters Score -3607063 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3607105.000000 Penalty: 5120.380859
	Iteration 20F: 3 clusters Score -3607105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3607143.750000 Penalty: 5120.380859
	Iteration 21Q: 3 clusters Score -3607144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3607176.500000 Penalty: 5120.380859
	Iteration 22Q: 3 clusters Score -3607176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3607207.250000 Penalty: 5120.380859
	Iteration 23Q: 3 clusters Score -3607207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3607235.500000 Penalty: 5120.380859
	Iteration 24Q: 3 clusters Score -3607236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3607250.500000 Penalty: 5120.380859
	Iteration 25Q: 3 clusters Score -3607250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3607263.250000 Penalty: 5120.380859
	Iteration 26Q: 3 clusters Score -3607263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3607278.500000 Penalty: 5120.380859
	Iteration 27Q: 3 clusters Score -3607278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3607292.250000 Penalty: 5120.380859
	Iteration 28Q: 3 clusters Score -3607292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3607299.750000 Penalty: 5120.380859
	Iteration 29Q: 3 clusters Score -3607300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3607309.000000 Penalty: 5120.380859
	Iteration 30Q: 3 clusters Score -3607309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3607308.750000 Penalty: 5120.380859
	Iteration 31Q: 3 clusters Score -3607309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3607308.750000 Penalty: 5120.380859
	Iteration 32Q: 3 clusters Score -3607309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3607310.750000 Penalty: 5120.380859
	Iteration 33Q: 3 clusters Score -3607311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3607318.000000 Penalty: 5120.380859
	Iteration 34Q: 3 clusters Score -3607318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3607319.000000 Penalty: 5120.380859
	Iteration 35Q: 3 clusters Score -3607319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3607315.500000 Penalty: 5120.380859
	Iteration 36Q: 3 clusters Score -3607316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3607322.000000 Penalty: 5120.380859
	Iteration 37Q: 3 clusters Score -3607322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3607325.500000 Penalty: 5120.380859
	Iteration 38Q: 3 clusters Score -3607326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3607327.500000 Penalty: 5120.380859
	Iteration 39Q: 3 clusters Score -3607328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3607336.000000 Penalty: 5120.380859
	Iteration 40F: 3 clusters Score -3607336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3607332.000000 Penalty: 5120.380859
	Iteration 41Q: 3 clusters Score -3607332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3607332.000000 Penalty: 5120.380859
	Iteration 42Q: 3 clusters Score -3607332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3607333.250000 Penalty: 5120.380859
	Iteration 43Q: 3 clusters Score -3607333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3607334.000000 Penalty: 5120.380859
	Iteration 44Q: 3 clusters Score -3607334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3607343.750000 Penalty: 5120.380859
	Iteration 45Q: 3 clusters Score -3607344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3607351.250000 Penalty: 5120.380859
	Iteration 46Q: 3 clusters Score -3607351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3607354.500000 Penalty: 5120.380859
	Iteration 47Q: 3 clusters Score -3607354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3607351.250000 Penalty: 5120.380859
	Iteration 48Q: 3 clusters Score -3607351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3607346.750000 Penalty: 5120.380859
	Iteration 49Q: 3 clusters Score -3607347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3607351.750000 Penalty: 5120.380859
	Iteration 50Q: 3 clusters Score -3607352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3607359.250000 Penalty: 5120.380859
	Iteration 51Q: 3 clusters Score -3607359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3607358.000000 Penalty: 5120.380859
	Iteration 52Q: 3 clusters Score -3607358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3607357.250000 Penalty: 5120.380859
	Iteration 53Q: 3 clusters Score -3607357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3607358.500000 Penalty: 5120.380859
	Iteration 54Q: 3 clusters Score -3607358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3607358.250000 Penalty: 5120.380859
	Iteration 55Q: 3 clusters Score -3607358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3607358.250000 Penalty: 5120.380859
	Iteration 56F: 3 clusters Score -3607358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -262173.718750 Penalty: 1925.861206
	Iteration 0F: 2 clusters Score -262173.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -259349.937500 Penalty: 3851.722412
	Iteration 0F: 3 clusters Score -259349.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259903.125000 Penalty: 3851.722412
	Iteration 1F: 3 clusters Score -259903.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -260077.734375 Penalty: 3851.722412
	Iteration 2F: 3 clusters Score -260077.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -260169.828125 Penalty: 3851.722412
	Iteration 3Q: 3 clusters Score -260169.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -260265.765625 Penalty: 3851.722412
	Iteration 4Q: 3 clusters Score -260265.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260361.296875 Penalty: 3851.722412
	Iteration 5Q: 3 clusters Score -260361.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260490.984375 Penalty: 3851.722412
	Iteration 6Q: 3 clusters Score -260491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -260700.984375 Penalty: 3851.722412
	Iteration 7Q: 3 clusters Score -260701 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -261033.562500 Penalty: 3851.722412
	Iteration 8F: 3 clusters Score -261033.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -261406.000000 Penalty: 3851.722412
	Iteration 9F: 3 clusters Score -261406 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -261647.359375 Penalty: 3851.722412
	Iteration 10F: 3 clusters Score -261647.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -261835.750000 Penalty: 3851.722412
	Iteration 11F: 3 clusters Score -261835.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -261967.953125 Penalty: 3851.722412
	Iteration 12Q: 3 clusters Score -261968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -262066.375000 Penalty: 3851.722412
	Iteration 13Q: 3 clusters Score -262066.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -262134.500000 Penalty: 3851.722412
	Iteration 14Q: 3 clusters Score -262134.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -262195.218750 Penalty: 3851.722412
	Iteration 15Q: 3 clusters Score -262195.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -262247.000000 Penalty: 3851.722412
	Iteration 16Q: 3 clusters Score -262247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -262322.218750 Penalty: 3851.722412
	Iteration 17Q: 3 clusters Score -262322.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -262476.812500 Penalty: 3851.722412
	Iteration 18Q: 3 clusters Score -262476.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -262683.625000 Penalty: 3851.722412
	Iteration 19Q: 3 clusters Score -262683.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -263002.906250 Penalty: 3851.722412
	Iteration 20F: 3 clusters Score -263002.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -263195.906250 Penalty: 3851.722412
	Iteration 21Q: 3 clusters Score -263195.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -263335.093750 Penalty: 3851.722412
	Iteration 22Q: 3 clusters Score -263335.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -263476.000000 Penalty: 3851.722412
	Iteration 23Q: 3 clusters Score -263476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -263696.781250 Penalty: 3851.722412
	Iteration 24Q: 3 clusters Score -263696.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -264170.906250 Penalty: 3851.722412
	Iteration 25Q: 3 clusters Score -264170.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -265369.250000 Penalty: 3851.722412
	Iteration 26Q: 3 clusters Score -265369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -266043.781250 Penalty: 3851.722412
	Iteration 27Q: 3 clusters Score -266043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -266043.781250 Penalty: 3851.722412
	Iteration 28F: 3 clusters Score -266043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 13061 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 215307 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 335657 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 108315 members 
Mstep: Class 17 contains 209723 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 71411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 49020 members 
Mstep: Class 24 contains 76974 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Mstep: Class 32 contains 122973 members 
Mstep: Class 33 contains 1157 members 
Entering Unmasked Estep 
Score: -183977392.000000 Penalty: 116968.171875
Splitting cluster 22 changes total score from -183971008.000000 to -183977392.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (49020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Entering Unmasked Estep 
Score: -5835674.500000 Penalty: 2678.395996
	Iteration 0F: 2 clusters Score -5835674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -5802651.500000 Penalty: 5356.791992
	Iteration 0F: 3 clusters Score -5802652 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5814890.500000 Penalty: 5356.791992
	Iteration 1F: 3 clusters Score -5814890 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5815459.000000 Penalty: 5356.791992
	Iteration 2Q: 3 clusters Score -5815459 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5816014.500000 Penalty: 5356.791992
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5816558 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5817331 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5818264 nChanged 2239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5819434 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5821101 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5823246 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5825358 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5826746 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5827338 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5827612 nChanged 713
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5827743 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5827928 nChanged 613
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5828086 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5828228 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5828390 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5828517 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5828648 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5828752 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5828902 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5828997 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5829040.000000 Penalty: 5356.791992
	Iteration 24Q: 3 clusters Score -5829040 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5829135.000000 Penalty: 5356.791992
	Iteration 25Q: 3 clusters Score -5829135 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5829190 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5829274 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5829324 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5829391 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5829444 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5829506 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5829552 nChanged 369
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5829630 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5829702 nChanged 281
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Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5829730 nChanged 272
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Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5829796 nChanged 274
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Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5829826 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5829866 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5829919 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5829981 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5830036 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5830111 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5830154 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5830261 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5830338 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5830416 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5830464 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -5830553.000000 Penalty: 5356.791992
	Iteration 48Q: 3 clusters Score -5830553 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5830598 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5830702 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5830736 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5830832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5830918 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5831006 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5831098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5831141 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5831226 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5831283 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5831350 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5831428 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5831502 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5831594 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5831651 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5831745 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5831832 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5831928 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5831994 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5832054 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5832120 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5832183.000000 Penalty: 5356.791992
	Iteration 70Q: 3 clusters Score -5832183 nChanged 241
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Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5832236 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5832284 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5832344 nChanged 197
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Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5832395 nChanged 194
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Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5832436 nChanged 175
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Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5832497 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5832546 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5832580 nChanged 133
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5832613 nChanged 128
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Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5832636 nChanged 117
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Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5832656 nChanged 111
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5832660 nChanged 98
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5832694 nChanged 99
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Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5832706 nChanged 99
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Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5832727 nChanged 95
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Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5832746 nChanged 98
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5832769 nChanged 105
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Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5832796 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5832814 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5832826 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5832844 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5832852 nChanged 65
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Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5832872 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5832907 nChanged 62
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Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5832928 nChanged 55
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Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5832951 nChanged 56
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5832954.500000 Penalty: 5356.791992
	Iteration 97Q: 3 clusters Score -5832954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -5832966.500000 Penalty: 5356.791992
	Iteration 98Q: 3 clusters Score -5832966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5832988.500000 Penalty: 5356.791992
	Iteration 99Q: 3 clusters Score -5832988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5833005.500000 Penalty: 5356.791992
	Iteration 100F: 3 clusters Score -5833006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5833010.000000 Penalty: 5356.791992
	Iteration 101Q: 3 clusters Score -5833010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -5833026.500000 Penalty: 5356.791992
	Iteration 102Q: 3 clusters Score -5833026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -5833029.000000 Penalty: 5356.791992
	Iteration 103Q: 3 clusters Score -5833029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5833018.500000 Penalty: 5356.791992
	Iteration 104Q: 3 clusters Score -5833018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -5833052.000000 Penalty: 5356.791992
	Iteration 105Q: 3 clusters Score -5833052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5833050.500000 Penalty: 5356.791992
	Iteration 106Q: 3 clusters Score -5833050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5833041.000000 Penalty: 5356.791992
	Iteration 107Q: 3 clusters Score -5833041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5833043.000000 Penalty: 5356.791992
	Iteration 108Q: 3 clusters Score -5833043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -5833049.500000 Penalty: 5356.791992
	Iteration 109Q: 3 clusters Score -5833050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5833054.000000 Penalty: 5356.791992
	Iteration 110Q: 3 clusters Score -5833054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5833079.500000 Penalty: 5356.791992
	Iteration 111Q: 3 clusters Score -5833080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5833083.000000 Penalty: 5356.791992
	Iteration 112Q: 3 clusters Score -5833083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5833082.500000 Penalty: 5356.791992
	Iteration 113Q: 3 clusters Score -5833082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5833091.500000 Penalty: 5356.791992
	Iteration 114Q: 3 clusters Score -5833092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5833086.000000 Penalty: 5356.791992
	Iteration 115Q: 3 clusters Score -5833086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -5833096.000000 Penalty: 5356.791992
	Iteration 116Q: 3 clusters Score -5833096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5833093.500000 Penalty: 5356.791992
	Iteration 117Q: 3 clusters Score -5833094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -5833092.500000 Penalty: 5356.791992
	Iteration 118Q: 3 clusters Score -5833092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5833098.500000 Penalty: 5356.791992
	Iteration 119Q: 3 clusters Score -5833098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -5833100.000000 Penalty: 5356.791992
	Iteration 120F: 3 clusters Score -5833100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -5833101.500000 Penalty: 5356.791992
	Iteration 121Q: 3 clusters Score -5833102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5833108.000000 Penalty: 5356.791992
	Iteration 122Q: 3 clusters Score -5833108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -5833114.500000 Penalty: 5356.791992
	Iteration 123Q: 3 clusters Score -5833114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -5833104.000000 Penalty: 5356.791992
	Iteration 124Q: 3 clusters Score -5833104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5833104.500000 Penalty: 5356.791992
	Iteration 125Q: 3 clusters Score -5833104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -5833104.500000 Penalty: 5356.791992
	Iteration 126Q: 3 clusters Score -5833104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -5833107.000000 Penalty: 5356.791992
	Iteration 127Q: 3 clusters Score -5833107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -5833106.500000 Penalty: 5356.791992
	Iteration 128Q: 3 clusters Score -5833106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -5833105.500000 Penalty: 5356.791992
	Iteration 129Q: 3 clusters Score -5833106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5833114.000000 Penalty: 5356.791992
	Iteration 130Q: 3 clusters Score -5833114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -5833111.000000 Penalty: 5356.791992
	Iteration 131Q: 3 clusters Score -5833111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5833115.500000 Penalty: 5356.791992
	Iteration 132Q: 3 clusters Score -5833116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -5833110.000000 Penalty: 5356.791992
	Iteration 133Q: 3 clusters Score -5833110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -5833113.000000 Penalty: 5356.791992
	Iteration 134Q: 3 clusters Score -5833113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5833121.000000 Penalty: 5356.791992
	Iteration 135Q: 3 clusters Score -5833121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5833122.000000 Penalty: 5356.791992
	Iteration 136Q: 3 clusters Score -5833122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -5833123.500000 Penalty: 5356.791992
	Iteration 137Q: 3 clusters Score -5833124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -5833122.000000 Penalty: 5356.791992
	Iteration 138Q: 3 clusters Score -5833122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -5833121.500000 Penalty: 5356.791992
	Iteration 139Q: 3 clusters Score -5833122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -5833129.500000 Penalty: 5356.791992
	Iteration 140F: 3 clusters Score -5833130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -5833135.500000 Penalty: 5356.791992
	Iteration 141Q: 3 clusters Score -5833136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -5833139.500000 Penalty: 5356.791992
	Iteration 142Q: 3 clusters Score -5833140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -5833133.000000 Penalty: 5356.791992
	Iteration 143Q: 3 clusters Score -5833133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -5833131.500000 Penalty: 5356.791992
	Iteration 144Q: 3 clusters Score -5833132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5833130.500000 Penalty: 5356.791992
	Iteration 145Q: 3 clusters Score -5833130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5833133.000000 Penalty: 5356.791992
	Iteration 146Q: 3 clusters Score -5833133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5833134.500000 Penalty: 5356.791992
	Iteration 147Q: 3 clusters Score -5833134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5833134.500000 Penalty: 5356.791992
	Iteration 148Q: 3 clusters Score -5833134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -5833135.000000 Penalty: 5356.791992
	Iteration 149Q: 3 clusters Score -5833135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -5833136.000000 Penalty: 5356.791992
	Iteration 150Q: 3 clusters Score -5833136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -5833133.000000 Penalty: 5356.791992
	Iteration 151Q: 3 clusters Score -5833133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -5833131.500000 Penalty: 5356.791992
	Iteration 152Q: 3 clusters Score -5833132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -5833132.000000 Penalty: 5356.791992
	Iteration 153Q: 3 clusters Score -5833132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5833147.000000 Penalty: 5356.791992
	Iteration 154Q: 3 clusters Score -5833147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -5833144.000000 Penalty: 5356.791992
	Iteration 155Q: 3 clusters Score -5833144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -5833140.000000 Penalty: 5356.791992
	Iteration 156Q: 3 clusters Score -5833140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -5833138.500000 Penalty: 5356.791992
	Iteration 157Q: 3 clusters Score -5833138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5833140.000000 Penalty: 5356.791992
	Iteration 158Q: 3 clusters Score -5833140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -5833139.500000 Penalty: 5356.791992
	Iteration 159Q: 3 clusters Score -5833140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -5833139.500000 Penalty: 5356.791992
	Iteration 160F: 3 clusters Score -5833140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Entering Unmasked Estep 
Score: -9117617.000000 Penalty: 2790.303223
	Iteration 0F: 2 clusters Score -9117617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -9066085.000000 Penalty: 5580.606445
	Iteration 0F: 3 clusters Score -9066085 nChanged 36155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -9087296.000000 Penalty: 5580.606445
	Iteration 1F: 3 clusters Score -9087296 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -9088498.000000 Penalty: 5580.606445
	Iteration 2Q: 3 clusters Score -9088498 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -9090182.000000 Penalty: 5580.606445
	Iteration 3Q: 3 clusters Score -9090182 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -9092219.000000 Penalty: 5580.606445
	Iteration 4F: 3 clusters Score -9092219 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -9094797.000000 Penalty: 5580.606445
	Iteration 5F: 3 clusters Score -9094797 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -9098098.000000 Penalty: 5580.606445
	Iteration 6F: 3 clusters Score -9098098 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -9101939.000000 Penalty: 5580.606445
	Iteration 7F: 3 clusters Score -9101939 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -9105734.000000 Penalty: 5580.606445
	Iteration 8F: 3 clusters Score -9105734 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -9108313.000000 Penalty: 5580.606445
	Iteration 9Q: 3 clusters Score -9108313 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -9109278.000000 Penalty: 5580.606445
	Iteration 10Q: 3 clusters Score -9109278 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -9109658.000000 Penalty: 5580.606445
	Iteration 11Q: 3 clusters Score -9109658 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -9109958.000000 Penalty: 5580.606445
	Iteration 12Q: 3 clusters Score -9109958 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9110203.000000 Penalty: 5580.606445
	Iteration 13Q: 3 clusters Score -9110203 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -9110476.000000 Penalty: 5580.606445
	Iteration 14Q: 3 clusters Score -9110476 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -9110643.000000 Penalty: 5580.606445
	Iteration 15Q: 3 clusters Score -9110643 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -9110911.000000 Penalty: 5580.606445
	Iteration 16Q: 3 clusters Score -9110911 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -9111154.000000 Penalty: 5580.606445
	Iteration 17Q: 3 clusters Score -9111154 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -9111449.000000 Penalty: 5580.606445
	Iteration 18Q: 3 clusters Score -9111449 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -9111711.000000 Penalty: 5580.606445
	Iteration 19Q: 3 clusters Score -9111711 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -9112054.000000 Penalty: 5580.606445
	Iteration 20F: 3 clusters Score -9112054 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -9112319.000000 Penalty: 5580.606445
	Iteration 21Q: 3 clusters Score -9112319 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -9112539.000000 Penalty: 5580.606445
	Iteration 22Q: 3 clusters Score -9112539 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -9112800.000000 Penalty: 5580.606445
	Iteration 23Q: 3 clusters Score -9112800 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -9113077.000000 Penalty: 5580.606445
	Iteration 24Q: 3 clusters Score -9113077 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -9113337.000000 Penalty: 5580.606445
	Iteration 25Q: 3 clusters Score -9113337 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -9113585.000000 Penalty: 5580.606445
	Iteration 26Q: 3 clusters Score -9113585 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -9113847.000000 Penalty: 5580.606445
	Iteration 27Q: 3 clusters Score -9113847 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -9114048.000000 Penalty: 5580.606445
	Iteration 28Q: 3 clusters Score -9114048 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -9114300.000000 Penalty: 5580.606445
	Iteration 29Q: 3 clusters Score -9114300 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9114499.000000 Penalty: 5580.606445
	Iteration 30Q: 3 clusters Score -9114499 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -9114696.000000 Penalty: 5580.606445
	Iteration 31Q: 3 clusters Score -9114696 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9114876.000000 Penalty: 5580.606445
	Iteration 32Q: 3 clusters Score -9114876 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -9115058.000000 Penalty: 5580.606445
	Iteration 33Q: 3 clusters Score -9115058 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -9115194.000000 Penalty: 5580.606445
	Iteration 34Q: 3 clusters Score -9115194 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9115287.000000 Penalty: 5580.606445
	Iteration 35Q: 3 clusters Score -9115287 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -9115426.000000 Penalty: 5580.606445
	Iteration 36Q: 3 clusters Score -9115426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -9115490.000000 Penalty: 5580.606445
	Iteration 37Q: 3 clusters Score -9115490 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9115571.000000 Penalty: 5580.606445
	Iteration 38Q: 3 clusters Score -9115571 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9115620.000000 Penalty: 5580.606445
	Iteration 39Q: 3 clusters Score -9115620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9115671.000000 Penalty: 5580.606445
	Iteration 40F: 3 clusters Score -9115671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -9115695.000000 Penalty: 5580.606445
	Iteration 41Q: 3 clusters Score -9115695 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9115728.000000 Penalty: 5580.606445
	Iteration 42Q: 3 clusters Score -9115728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9115753.000000 Penalty: 5580.606445
	Iteration 43Q: 3 clusters Score -9115753 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9115766.000000 Penalty: 5580.606445
	Iteration 44Q: 3 clusters Score -9115766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9115757.000000 Penalty: 5580.606445
	Iteration 45Q: 3 clusters Score -9115757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9115770.000000 Penalty: 5580.606445
	Iteration 46Q: 3 clusters Score -9115770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9115789.000000 Penalty: 5580.606445
	Iteration 47Q: 3 clusters Score -9115789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9115809.000000 Penalty: 5580.606445
	Iteration 48Q: 3 clusters Score -9115809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9115823.000000 Penalty: 5580.606445
	Iteration 49Q: 3 clusters Score -9115823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9115830.000000 Penalty: 5580.606445
	Iteration 50Q: 3 clusters Score -9115830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9115848.000000 Penalty: 5580.606445
	Iteration 51Q: 3 clusters Score -9115848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9115866.000000 Penalty: 5580.606445
	Iteration 52Q: 3 clusters Score -9115866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9115858.000000 Penalty: 5580.606445
	Iteration 53Q: 3 clusters Score -9115858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9115882.000000 Penalty: 5580.606445
	Iteration 54Q: 3 clusters Score -9115882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9115874.000000 Penalty: 5580.606445
	Iteration 55Q: 3 clusters Score -9115874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9115881.000000 Penalty: 5580.606445
	Iteration 56Q: 3 clusters Score -9115881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9115893.000000 Penalty: 5580.606445
	Iteration 57Q: 3 clusters Score -9115893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9115887.000000 Penalty: 5580.606445
	Iteration 58Q: 3 clusters Score -9115887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9115894.000000 Penalty: 5580.606445
	Iteration 59Q: 3 clusters Score -9115894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9115897.000000 Penalty: 5580.606445
	Iteration 60F: 3 clusters Score -9115897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9115916.000000 Penalty: 5580.606445
	Iteration 61Q: 3 clusters Score -9115916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9115912.000000 Penalty: 5580.606445
	Iteration 62Q: 3 clusters Score -9115912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9115909.000000 Penalty: 5580.606445
	Iteration 63Q: 3 clusters Score -9115909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9115923.000000 Penalty: 5580.606445
	Iteration 64Q: 3 clusters Score -9115923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9115920.000000 Penalty: 5580.606445
	Iteration 65Q: 3 clusters Score -9115920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9115925.000000 Penalty: 5580.606445
	Iteration 66Q: 3 clusters Score -9115925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9115923.000000 Penalty: 5580.606445
	Iteration 67Q: 3 clusters Score -9115923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9115938.000000 Penalty: 5580.606445
	Iteration 68Q: 3 clusters Score -9115938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9115933.000000 Penalty: 5580.606445
	Iteration 69Q: 3 clusters Score -9115933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9115949.000000 Penalty: 5580.606445
	Iteration 70Q: 3 clusters Score -9115949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9115935.000000 Penalty: 5580.606445
	Iteration 71Q: 3 clusters Score -9115935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9115952.000000 Penalty: 5580.606445
	Iteration 72Q: 3 clusters Score -9115952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9115958.000000 Penalty: 5580.606445
	Iteration 73Q: 3 clusters Score -9115958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9115954.000000 Penalty: 5580.606445
	Iteration 74Q: 3 clusters Score -9115954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9115951.000000 Penalty: 5580.606445
	Iteration 75Q: 3 clusters Score -9115951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9115951.000000 Penalty: 5580.606445
	Iteration 76Q: 3 clusters Score -9115951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9115949.000000 Penalty: 5580.606445
	Iteration 77Q: 3 clusters Score -9115949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9115948.000000 Penalty: 5580.606445
	Iteration 78Q: 3 clusters Score -9115948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9115948.000000 Penalty: 5580.606445
	Iteration 79F: 3 clusters Score -9115948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -432417.093750 Penalty: 2051.787354
	Iteration 0F: 2 clusters Score -432417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -428567.500000 Penalty: 4103.574707
	Iteration 0F: 3 clusters Score -428567.5 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -429529.718750 Penalty: 4103.574707
	Iteration 1F: 3 clusters Score -429529.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429815.281250 Penalty: 4103.574707
	Iteration 2F: 3 clusters Score -429815.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -430056.781250 Penalty: 4103.574707
	Iteration 3F: 3 clusters Score -430056.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -430268.312500 Penalty: 4103.574707
	Iteration 4F: 3 clusters Score -430268.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -430461.937500 Penalty: 4103.574707
	Iteration 5Q: 3 clusters Score -430461.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -430648.250000 Penalty: 4103.574707
	Iteration 6Q: 3 clusters Score -430648.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -430795.906250 Penalty: 4103.574707
	Iteration 7Q: 3 clusters Score -430795.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -430880.937500 Penalty: 4103.574707
	Iteration 8Q: 3 clusters Score -430880.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -430928.687500 Penalty: 4103.574707
	Iteration 9Q: 3 clusters Score -430928.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -430957.375000 Penalty: 4103.574707
	Iteration 10Q: 3 clusters Score -430957.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -430979.156250 Penalty: 4103.574707
	Iteration 11Q: 3 clusters Score -430979.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -430991.656250 Penalty: 4103.574707
	Iteration 12Q: 3 clusters Score -430991.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -430997.875000 Penalty: 4103.574707
	Iteration 13Q: 3 clusters Score -430997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -431003.593750 Penalty: 4103.574707
	Iteration 14Q: 3 clusters Score -431003.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -431008.968750 Penalty: 4103.574707
	Iteration 15Q: 3 clusters Score -431009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -431013.593750 Penalty: 4103.574707
	Iteration 16Q: 3 clusters Score -431013.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -431017.625000 Penalty: 4103.574707
	Iteration 17Q: 3 clusters Score -431017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -431021.687500 Penalty: 4103.574707
	Iteration 18Q: 3 clusters Score -431021.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -431025.937500 Penalty: 4103.574707
	Iteration 19Q: 3 clusters Score -431025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -431030.437500 Penalty: 4103.574707
	Iteration 20F: 3 clusters Score -431030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -431034.093750 Penalty: 4103.574707
	Iteration 21Q: 3 clusters Score -431034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431037.031250 Penalty: 4103.574707
	Iteration 22Q: 3 clusters Score -431037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -431039.781250 Penalty: 4103.574707
	Iteration 23Q: 3 clusters Score -431039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431040.531250 Penalty: 4103.574707
	Iteration 24Q: 3 clusters Score -431040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -431041.625000 Penalty: 4103.574707
	Iteration 25Q: 3 clusters Score -431041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -431043.375000 Penalty: 4103.574707
	Iteration 26Q: 3 clusters Score -431043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -431044.000000 Penalty: 4103.574707
	Iteration 27Q: 3 clusters Score -431044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -431044.000000 Penalty: 4103.574707
	Iteration 28F: 3 clusters Score -431044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -94205.054688 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -94205.05 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 434 members 
Entering Unmasked Estep 
Score: -92378.195312 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -92378.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92745.851562 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -92745.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92902.570312 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -92902.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93075.718750 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -93075.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93385.789062 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -93385.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -93783.304688 Penalty: 3370.670166
	Iteration 5F: 3 clusters Score -93783.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94125.156250 Penalty: 3370.670166
	Iteration 6F: 3 clusters Score -94125.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94292.046875 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -94292.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94446.867188 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -94446.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94572.031250 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -94572.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94633.218750 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -94633.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94645.453125 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -94645.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94649.562500 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -94649.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94650.578125 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -94650.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94650.578125 Penalty: 3370.670166
	Iteration 14F: 3 clusters Score -94650.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 13061 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 215307 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 335657 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 108315 members 
Mstep: Class 17 contains 209723 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 71411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 49020 members 
Mstep: Class 24 contains 76974 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 927 members 
Mstep: Class 32 contains 122973 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 492 members 
Entering Unmasked Estep 
Score: -183976272.000000 Penalty: 120512.656250
Splitting cluster 26 changes total score from -183971008.000000 to -183976272.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -50516.511719 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -50516.51 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 267 members 
Entering Unmasked Estep 
Score: -48955.097656 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -48955.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49144.359375 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -49144.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49247.148438 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -49247.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49327.398438 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -49327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49390.421875 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -49390.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49449.300781 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -49449.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49498.230469 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -49498.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49577.234375 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -49577.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49648.394531 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -49648.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49692.839844 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -49692.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49736.402344 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -49736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49769.105469 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -49769.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49792.265625 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -49792.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49808.226562 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -49808.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49813.031250 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -49813.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49818.738281 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -49818.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49831.316406 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -49831.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49835.484375 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -49835.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49836.742188 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -49836.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49836.742188 Penalty: 3092.267822
	Iteration 19F: 3 clusters Score -49836.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -347703.625000 Penalty: 2002.126709
	Iteration 0F: 2 clusters Score -347703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -344330.750000 Penalty: 4004.253418
	Iteration 0F: 3 clusters Score -344330.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -345020.156250 Penalty: 4004.253418
	Iteration 1F: 3 clusters Score -345020.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -345150.843750 Penalty: 4004.253418
	Iteration 2F: 3 clusters Score -345150.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -345228.968750 Penalty: 4004.253418
	Iteration 3Q: 3 clusters Score -345229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -345268.531250 Penalty: 4004.253418
	Iteration 4Q: 3 clusters Score -345268.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -345307.375000 Penalty: 4004.253418
	Iteration 5Q: 3 clusters Score -345307.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345339.718750 Penalty: 4004.253418
	Iteration 6Q: 3 clusters Score -345339.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -345373.093750 Penalty: 4004.253418
	Iteration 7Q: 3 clusters Score -345373.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -345406.843750 Penalty: 4004.253418
	Iteration 8Q: 3 clusters Score -345406.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -345440.125000 Penalty: 4004.253418
	Iteration 9Q: 3 clusters Score -345440.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -345472.656250 Penalty: 4004.253418
	Iteration 10Q: 3 clusters Score -345472.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -345510.312500 Penalty: 4004.253418
	Iteration 11Q: 3 clusters Score -345510.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -345554.593750 Penalty: 4004.253418
	Iteration 12Q: 3 clusters Score -345554.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -345605.875000 Penalty: 4004.253418
	Iteration 13Q: 3 clusters Score -345605.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -345695.125000 Penalty: 4004.253418
	Iteration 14Q: 3 clusters Score -345695.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -345834.625000 Penalty: 4004.253418
	Iteration 15Q: 3 clusters Score -345834.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -345976.312500 Penalty: 4004.253418
	Iteration 16Q: 3 clusters Score -345976.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346122.312500 Penalty: 4004.253418
	Iteration 17Q: 3 clusters Score -346122.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -346269.125000 Penalty: 4004.253418
	Iteration 18Q: 3 clusters Score -346269.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -346402.656250 Penalty: 4004.253418
	Iteration 19Q: 3 clusters Score -346402.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -346492.406250 Penalty: 4004.253418
	Iteration 20F: 3 clusters Score -346492.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -346550.562500 Penalty: 4004.253418
	Iteration 21Q: 3 clusters Score -346550.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346578.343750 Penalty: 4004.253418
	Iteration 22Q: 3 clusters Score -346578.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -346601.875000 Penalty: 4004.253418
	Iteration 23Q: 3 clusters Score -346601.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -346618.562500 Penalty: 4004.253418
	Iteration 24Q: 3 clusters Score -346618.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -346629.843750 Penalty: 4004.253418
	Iteration 25Q: 3 clusters Score -346629.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -346646.375000 Penalty: 4004.253418
	Iteration 26Q: 3 clusters Score -346646.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -346658.125000 Penalty: 4004.253418
	Iteration 27Q: 3 clusters Score -346658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -346667.031250 Penalty: 4004.253418
	Iteration 28Q: 3 clusters Score -346667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -346672.500000 Penalty: 4004.253418
	Iteration 29Q: 3 clusters Score -346672.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -346675.281250 Penalty: 4004.253418
	Iteration 30Q: 3 clusters Score -346675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346678.031250 Penalty: 4004.253418
	Iteration 31Q: 3 clusters Score -346678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -346681.468750 Penalty: 4004.253418
	Iteration 32Q: 3 clusters Score -346681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -346683.750000 Penalty: 4004.253418
	Iteration 33Q: 3 clusters Score -346683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -346685.312500 Penalty: 4004.253418
	Iteration 34Q: 3 clusters Score -346685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -346685.312500 Penalty: 4004.253418
	Iteration 35Q: 3 clusters Score -346685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -346685.312500 Penalty: 4004.253418
	Iteration 36F: 3 clusters Score -346685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78866.875000 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78866.88 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79214.429688 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79214.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79341.023438 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79341.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79443.953125 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -79443.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79532.265625 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79532.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79615.671875 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79615.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79697.171875 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79697.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79802.242188 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -79802.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79988.093750 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -79988.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80109.656250 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -80109.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80143.109375 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80143.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80174.390625 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80174.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80193.890625 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80193.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80212.007812 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80212.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80214.804688 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -80214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80219.406250 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -80219.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80223.445312 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -80223.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80234.468750 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -80234.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80247.195312 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -80247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80254.226562 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -80254.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80259.695312 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -80259.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80264.101562 Penalty: 3323.562744
	Iteration 21Q: 3 clusters Score -80264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80267.226562 Penalty: 3323.562744
	Iteration 22Q: 3 clusters Score -80267.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80267.226562 Penalty: 3323.562744
	Iteration 23F: 3 clusters Score -80267.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -27546.201172 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -27546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26321.914062 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -26321.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26530.783203 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -26530.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26622.978516 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -26622.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26754.902344 Penalty: 2834.011475
	Iteration 3F: 3 clusters Score -26754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26918.359375 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -26918.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26990.677734 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -26990.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27013.847656 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -27013.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27015.308594 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -27015.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27015.308594 Penalty: 2834.011475
	Iteration 8F: 3 clusters Score -27015.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -90329.773438 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -90329.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88545.843750 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -88545.84 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89169.460938 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -89169.46 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89656.476562 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -89656.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -89998.945312 Penalty: 3388.648926
	Iteration 3F: 3 clusters Score -89998.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90182.789062 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -90182.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90466.742188 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -90466.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -90630.296875 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -90630.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -90702.234375 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -90702.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90757.414062 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -90757.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90881.882812 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -90881.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91079.132812 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -91079.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91146.000000 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -91146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91146.000000 Penalty: 3388.648926
	Iteration 12F: 3 clusters Score -91146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 13061 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 215307 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 335657 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 108315 members 
Mstep: Class 17 contains 209723 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 71411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 49020 members 
Mstep: Class 24 contains 76974 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 122973 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 573 members 
Entering Unmasked Estep 
Score: -183975248.000000 Penalty: 124057.148438
Splitting cluster 31 changes total score from -183971008.000000 to -183975248.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 13061 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 215307 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 335657 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 108315 members 
Mstep: Class 17 contains 209723 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 71411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 49020 members 
Mstep: Class 24 contains 76974 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979408.000000 Penalty: 124057.148438
Iteration 119Q: 36 clusters Score -1.839794e+08 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 24287 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 13228 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 57926 members 
Mstep: Class 7 contains 8400 members 
Mstep: Class 8 contains 48774 members 
Mstep: Class 9 contains 216781 members 
Mstep: Class 10 contains 20514 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 336621 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 83316 members 
Mstep: Class 16 contains 108362 members 
Mstep: Class 17 contains 212300 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 71385 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30623 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49284 members 
Mstep: Class 24 contains 77403 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 3213 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 116284 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 482 members 
Mstep: Class 35 contains 573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983184.000000 Penalty: 124057.148438
Iteration 120F: 36 clusters Score -1.839832e+08 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 24319 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 8887 members 
Mstep: Class 6 contains 57864 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 48515 members 
Mstep: Class 9 contains 217046 members 
Mstep: Class 10 contains 20400 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 334824 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 51819 members 
Mstep: Class 15 contains 83201 members 
Mstep: Class 16 contains 107514 members 
Mstep: Class 17 contains 213350 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 71417 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30528 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49147 members 
Mstep: Class 24 contains 77287 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 3212 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 118244 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 748 members 
Mstep: Class 35 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987616.000000 Penalty: 124057.148438
Iteration 121Q: 36 clusters Score -1.839876e+08 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 24359 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 13153 members 
Mstep: Class 5 contains 8873 members 
Mstep: Class 6 contains 57832 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 48382 members 
Mstep: Class 9 contains 217161 members 
Mstep: Class 10 contains 20297 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 333845 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 51780 members 
Mstep: Class 15 contains 83148 members 
Mstep: Class 16 contains 106730 members 
Mstep: Class 17 contains 214294 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 71342 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30438 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49045 members 
Mstep: Class 24 contains 77243 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3206 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 119058 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 901 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990736.000000 Penalty: 124057.148438
Iteration 122Q: 36 clusters Score -1.839907e+08 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 24399 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 13113 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 57786 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 48309 members 
Mstep: Class 9 contains 217230 members 
Mstep: Class 10 contains 20232 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 333282 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 51700 members 
Mstep: Class 15 contains 83124 members 
Mstep: Class 16 contains 105937 members 
Mstep: Class 17 contains 215257 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 71232 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30390 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48943 members 
Mstep: Class 24 contains 77192 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 119400 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183992592.000000 Penalty: 124057.148438
Iteration 123Q: 36 clusters Score -1.839926e+08 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 24427 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 13079 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 57738 members 
Mstep: Class 7 contains 8374 members 
Mstep: Class 8 contains 48262 members 
Mstep: Class 9 contains 217182 members 
Mstep: Class 10 contains 20187 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 333015 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 51646 members 
Mstep: Class 15 contains 83108 members 
Mstep: Class 16 contains 105203 members 
Mstep: Class 17 contains 216153 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 71124 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30369 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48860 members 
Mstep: Class 24 contains 77109 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 119501 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994496.000000 Penalty: 124057.148438
Iteration 124Q: 36 clusters Score -1.839945e+08 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 24468 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 13021 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 57667 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 48208 members 
Mstep: Class 9 contains 217117 members 
Mstep: Class 10 contains 20144 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 332940 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 51607 members 
Mstep: Class 15 contains 83101 members 
Mstep: Class 16 contains 104454 members 
Mstep: Class 17 contains 217240 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 71027 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48765 members 
Mstep: Class 24 contains 77001 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 417 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 119303 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1181 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996704.000000 Penalty: 124057.148438
Iteration 125Q: 36 clusters Score -1.839967e+08 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 24508 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 12969 members 
Mstep: Class 5 contains 8832 members 
Mstep: Class 6 contains 57648 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 48167 members 
Mstep: Class 9 contains 217068 members 
Mstep: Class 10 contains 20129 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 333027 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 51561 members 
Mstep: Class 15 contains 83098 members 
Mstep: Class 16 contains 103669 members 
Mstep: Class 17 contains 218395 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 70969 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30257 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48679 members 
Mstep: Class 24 contains 76911 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 118866 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1218 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998288.000000 Penalty: 124057.148438
Iteration 126Q: 36 clusters Score -1.839983e+08 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 24554 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 12918 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 57617 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 48121 members 
Mstep: Class 9 contains 217085 members 
Mstep: Class 10 contains 20099 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 333258 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 51503 members 
Mstep: Class 15 contains 83083 members 
Mstep: Class 16 contains 102906 members 
Mstep: Class 17 contains 219503 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 70907 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30224 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48629 members 
Mstep: Class 24 contains 76815 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3221 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 118276 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999360.000000 Penalty: 124057.148438
Iteration 127Q: 36 clusters Score -1.839994e+08 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 24614 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 12861 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 57602 members 
Mstep: Class 7 contains 8356 members 
Mstep: Class 8 contains 48099 members 
Mstep: Class 9 contains 217101 members 
Mstep: Class 10 contains 20067 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 333517 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 51449 members 
Mstep: Class 15 contains 83070 members 
Mstep: Class 16 contains 102162 members 
Mstep: Class 17 contains 220709 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 70877 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30181 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48578 members 
Mstep: Class 24 contains 76750 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3216 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 117546 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1284 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999888.000000 Penalty: 124057.148438
Iteration 128Q: 36 clusters Score -1.839999e+08 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 24678 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 57578 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 48058 members 
Mstep: Class 9 contains 217149 members 
Mstep: Class 10 contains 20049 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 333776 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 51384 members 
Mstep: Class 15 contains 83055 members 
Mstep: Class 16 contains 101453 members 
Mstep: Class 17 contains 221963 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 70856 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30160 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48575 members 
Mstep: Class 24 contains 76670 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3219 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 116737 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000640.000000 Penalty: 124057.148438
Iteration 129Q: 36 clusters Score -1.840006e+08 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 24734 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 57562 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 48027 members 
Mstep: Class 9 contains 217283 members 
Mstep: Class 10 contains 20028 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 334044 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 51307 members 
Mstep: Class 15 contains 83034 members 
Mstep: Class 16 contains 100775 members 
Mstep: Class 17 contains 223234 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 70835 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30147 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48557 members 
Mstep: Class 24 contains 76618 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 115829 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1312 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001600.000000 Penalty: 124057.148438
Iteration 130Q: 36 clusters Score -1.840016e+08 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 24790 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 8739 members 
Mstep: Class 6 contains 57566 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 48006 members 
Mstep: Class 9 contains 217388 members 
Mstep: Class 10 contains 20002 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 334319 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 51240 members 
Mstep: Class 15 contains 83021 members 
Mstep: Class 16 contains 100175 members 
Mstep: Class 17 contains 224535 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 70796 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30132 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48535 members 
Mstep: Class 24 contains 76537 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 114853 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002064.000000 Penalty: 124057.148438
Iteration 131Q: 36 clusters Score -1.840021e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 24859 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 12780 members 
Mstep: Class 5 contains 8723 members 
Mstep: Class 6 contains 57557 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 47981 members 
Mstep: Class 9 contains 217500 members 
Mstep: Class 10 contains 19991 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 334675 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 51181 members 
Mstep: Class 15 contains 83018 members 
Mstep: Class 16 contains 99586 members 
Mstep: Class 17 contains 225811 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 70776 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30116 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48539 members 
Mstep: Class 24 contains 76469 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 113794 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002672.000000 Penalty: 124057.148438
Iteration 132Q: 36 clusters Score -1.840027e+08 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 24930 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 8707 members 
Mstep: Class 6 contains 57551 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 47960 members 
Mstep: Class 9 contains 217665 members 
Mstep: Class 10 contains 19971 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 334984 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 51131 members 
Mstep: Class 15 contains 83010 members 
Mstep: Class 16 contains 99038 members 
Mstep: Class 17 contains 227039 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 70738 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30106 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48566 members 
Mstep: Class 24 contains 76388 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3223 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 112751 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003696.000000 Penalty: 124057.148438
Iteration 133Q: 36 clusters Score -1.840037e+08 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 25018 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 12762 members 
Mstep: Class 5 contains 8689 members 
Mstep: Class 6 contains 57558 members 
Mstep: Class 7 contains 8347 members 
Mstep: Class 8 contains 47950 members 
Mstep: Class 9 contains 217792 members 
Mstep: Class 10 contains 19976 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 335366 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 51069 members 
Mstep: Class 15 contains 83009 members 
Mstep: Class 16 contains 98516 members 
Mstep: Class 17 contains 228171 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 70683 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30109 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48592 members 
Mstep: Class 24 contains 76310 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3229 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 111760 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004016.000000 Penalty: 124057.148438
Iteration 134Q: 36 clusters Score -1.84004e+08 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 25116 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 8671 members 
Mstep: Class 6 contains 57554 members 
Mstep: Class 7 contains 8345 members 
Mstep: Class 8 contains 47950 members 
Mstep: Class 9 contains 217988 members 
Mstep: Class 10 contains 19950 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 335707 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 51015 members 
Mstep: Class 15 contains 82998 members 
Mstep: Class 16 contains 97997 members 
Mstep: Class 17 contains 229318 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 70638 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30088 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48630 members 
Mstep: Class 24 contains 76253 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3224 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 110757 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004304.000000 Penalty: 124057.148438
Iteration 135Q: 36 clusters Score -1.840043e+08 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 25213 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 57536 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 47958 members 
Mstep: Class 9 contains 218207 members 
Mstep: Class 10 contains 19909 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 335932 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 50959 members 
Mstep: Class 15 contains 82977 members 
Mstep: Class 16 contains 97573 members 
Mstep: Class 17 contains 230467 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 70593 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30091 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48673 members 
Mstep: Class 24 contains 76211 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3224 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 109739 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004912.000000 Penalty: 124057.148438
Iteration 136Q: 36 clusters Score -1.840049e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 25347 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 8651 members 
Mstep: Class 6 contains 57496 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 47954 members 
Mstep: Class 9 contains 218451 members 
Mstep: Class 10 contains 19873 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 336048 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 50886 members 
Mstep: Class 15 contains 82974 members 
Mstep: Class 16 contains 97160 members 
Mstep: Class 17 contains 231689 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 70548 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30090 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48697 members 
Mstep: Class 24 contains 76143 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 108831 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005872.000000 Penalty: 124057.148438
Iteration 137Q: 36 clusters Score -1.840059e+08 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 25480 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 12685 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 57480 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 47937 members 
Mstep: Class 9 contains 218681 members 
Mstep: Class 10 contains 19835 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 336165 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 50815 members 
Mstep: Class 15 contains 82963 members 
Mstep: Class 16 contains 96799 members 
Mstep: Class 17 contains 232877 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 70466 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30089 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48725 members 
Mstep: Class 24 contains 76050 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 107983 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1361 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005568.000000 Penalty: 124057.148438
Iteration 138Q: 36 clusters Score -1.840056e+08 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 25639 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 12661 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 57462 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 47928 members 
Mstep: Class 9 contains 218930 members 
Mstep: Class 10 contains 19800 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 336287 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 50769 members 
Mstep: Class 15 contains 82955 members 
Mstep: Class 16 contains 96417 members 
Mstep: Class 17 contains 233913 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 70381 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30085 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48766 members 
Mstep: Class 24 contains 75987 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 107190 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1364 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005472.000000 Penalty: 124057.148438
Iteration 139Q: 36 clusters Score -1.840055e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 25807 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 12641 members 
Mstep: Class 5 contains 8629 members 
Mstep: Class 6 contains 57427 members 
Mstep: Class 7 contains 8345 members 
Mstep: Class 8 contains 47937 members 
Mstep: Class 9 contains 219139 members 
Mstep: Class 10 contains 19766 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 336438 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 50695 members 
Mstep: Class 15 contains 82953 members 
Mstep: Class 16 contains 96057 members 
Mstep: Class 17 contains 234889 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 70280 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30079 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48796 members 
Mstep: Class 24 contains 75933 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 304 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 106477 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005632.000000 Penalty: 124057.148438
Iteration 140F: 36 clusters Score -1.840056e+08 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 25958 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 12623 members 
Mstep: Class 5 contains 8619 members 
Mstep: Class 6 contains 57406 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 47936 members 
Mstep: Class 9 contains 219375 members 
Mstep: Class 10 contains 19734 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 336575 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 50609 members 
Mstep: Class 15 contains 82953 members 
Mstep: Class 16 contains 95746 members 
Mstep: Class 17 contains 235743 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 70217 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30074 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48842 members 
Mstep: Class 24 contains 75851 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3223 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 105829 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005792.000000 Penalty: 124057.148438
Iteration 141Q: 36 clusters Score -1.840058e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 26105 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 12602 members 
Mstep: Class 5 contains 8607 members 
Mstep: Class 6 contains 57394 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 47937 members 
Mstep: Class 9 contains 219630 members 
Mstep: Class 10 contains 19716 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 336709 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 82946 members 
Mstep: Class 16 contains 95432 members 
Mstep: Class 17 contains 236427 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 70135 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30084 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48906 members 
Mstep: Class 24 contains 75799 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 105243 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005984.000000 Penalty: 124057.148438
Iteration 142Q: 36 clusters Score -1.84006e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 26265 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 57385 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 47933 members 
Mstep: Class 9 contains 219867 members 
Mstep: Class 10 contains 19703 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 336901 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 50492 members 
Mstep: Class 15 contains 82947 members 
Mstep: Class 16 contains 95132 members 
Mstep: Class 17 contains 236986 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 70073 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30078 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48958 members 
Mstep: Class 24 contains 75753 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 104679 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005856.000000 Penalty: 124057.148438
Iteration 143Q: 36 clusters Score -1.840059e+08 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 26446 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 12568 members 
Mstep: Class 5 contains 8593 members 
Mstep: Class 6 contains 57398 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 47913 members 
Mstep: Class 9 contains 220077 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 337128 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 50420 members 
Mstep: Class 15 contains 82948 members 
Mstep: Class 16 contains 94860 members 
Mstep: Class 17 contains 237459 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 70010 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30081 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48994 members 
Mstep: Class 24 contains 75721 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 104141 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005488.000000 Penalty: 124057.148438
Iteration 144Q: 36 clusters Score -1.840055e+08 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 26635 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 12547 members 
Mstep: Class 5 contains 8586 members 
Mstep: Class 6 contains 57428 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 47891 members 
Mstep: Class 9 contains 220301 members 
Mstep: Class 10 contains 19677 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 337327 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 50357 members 
Mstep: Class 15 contains 82944 members 
Mstep: Class 16 contains 94593 members 
Mstep: Class 17 contains 237933 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 69935 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30087 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49033 members 
Mstep: Class 24 contains 75662 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3217 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 103614 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005408.000000 Penalty: 124057.148438
Iteration 145Q: 36 clusters Score -1.840054e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 57462 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 47879 members 
Mstep: Class 9 contains 220505 members 
Mstep: Class 10 contains 19656 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 337462 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 50301 members 
Mstep: Class 15 contains 82944 members 
Mstep: Class 16 contains 94317 members 
Mstep: Class 17 contains 238366 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 69872 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30093 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49066 members 
Mstep: Class 24 contains 75623 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3214 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 103123 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005200.000000 Penalty: 124057.148438
Iteration 146Q: 36 clusters Score -1.840052e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 26978 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 57506 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 47886 members 
Mstep: Class 9 contains 220685 members 
Mstep: Class 10 contains 19644 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 337592 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 50235 members 
Mstep: Class 15 contains 82945 members 
Mstep: Class 16 contains 94041 members 
Mstep: Class 17 contains 238815 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 69827 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30097 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49104 members 
Mstep: Class 24 contains 75607 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3208 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 102631 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Score: -184005248.000000 Penalty: 124057.148438
Iteration 147Q: 36 clusters Score -1.840052e+08 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 27146 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 57569 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 47905 members 
Mstep: Class 9 contains 220868 members 
Mstep: Class 10 contains 19649 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 337729 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 50182 members 
Mstep: Class 15 contains 82933 members 
Mstep: Class 16 contains 93808 members 
Mstep: Class 17 contains 239090 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 69790 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30105 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49157 members 
Mstep: Class 24 contains 75596 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 102148 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005216.000000 Penalty: 124057.148438
Iteration 148Q: 36 clusters Score -1.840052e+08 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 27307 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 12494 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 57608 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 47916 members 
Mstep: Class 9 contains 221050 members 
Mstep: Class 10 contains 19651 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 337828 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 50124 members 
Mstep: Class 15 contains 82923 members 
Mstep: Class 16 contains 93644 members 
Mstep: Class 17 contains 239358 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 69752 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30118 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49219 members 
Mstep: Class 24 contains 75573 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3213 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 101678 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004432.000000 Penalty: 124057.148438
Iteration 149Q: 36 clusters Score -1.840044e+08 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 27490 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 57633 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 47925 members 
Mstep: Class 9 contains 221232 members 
Mstep: Class 10 contains 19640 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 337899 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 50084 members 
Mstep: Class 15 contains 82915 members 
Mstep: Class 16 contains 93517 members 
Mstep: Class 17 contains 239588 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 69712 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30131 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49282 members 
Mstep: Class 24 contains 75564 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3214 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 101258 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004672.000000 Penalty: 124057.148438
Iteration 150Q: 36 clusters Score -1.840047e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 27672 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 57663 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 47956 members 
Mstep: Class 9 contains 221419 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 337967 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 50024 members 
Mstep: Class 15 contains 82914 members 
Mstep: Class 16 contains 93401 members 
Mstep: Class 17 contains 239753 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 69686 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30146 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49344 members 
Mstep: Class 24 contains 75537 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3219 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 100837 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004448.000000 Penalty: 124057.148438
Iteration 151Q: 36 clusters Score -1.840044e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 27832 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 57674 members 
Mstep: Class 7 contains 8338 members 
Mstep: Class 8 contains 47997 members 
Mstep: Class 9 contains 221628 members 
Mstep: Class 10 contains 19618 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 337987 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 49987 members 
Mstep: Class 15 contains 82911 members 
Mstep: Class 16 contains 93281 members 
Mstep: Class 17 contains 239921 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 69652 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30165 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49424 members 
Mstep: Class 24 contains 75523 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3223 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 100429 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004592.000000 Penalty: 124057.148438
Iteration 152Q: 36 clusters Score -1.840046e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 27994 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 57666 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 48019 members 
Mstep: Class 9 contains 221829 members 
Mstep: Class 10 contains 19609 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 338081 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 49928 members 
Mstep: Class 15 contains 82911 members 
Mstep: Class 16 contains 93172 members 
Mstep: Class 17 contains 240027 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 69620 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30177 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49513 members 
Mstep: Class 24 contains 75491 members 
Mstep: Class 25 contains 3915 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 100060 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1410 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003984.000000 Penalty: 124057.148438
Iteration 153Q: 36 clusters Score -1.84004e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 28164 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 57659 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 48052 members 
Mstep: Class 9 contains 221999 members 
Mstep: Class 10 contains 19597 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 338158 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 49893 members 
Mstep: Class 15 contains 82908 members 
Mstep: Class 16 contains 93072 members 
Mstep: Class 17 contains 240101 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 69588 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30180 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49578 members 
Mstep: Class 24 contains 75470 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3227 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 99741 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003760.000000 Penalty: 124057.148438
Iteration 154Q: 36 clusters Score -1.840038e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 28313 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 57655 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 48076 members 
Mstep: Class 9 contains 222139 members 
Mstep: Class 10 contains 19578 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 12 contains 338285 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 49861 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 92987 members 
Mstep: Class 17 contains 240147 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 69574 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30191 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49644 members 
Mstep: Class 24 contains 75462 members 
Mstep: Class 25 contains 3910 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3229 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 99421 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003536.000000 Penalty: 124057.148438
Iteration 155Q: 36 clusters Score -1.840035e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 28459 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 6 contains 57654 members 
Mstep: Class 7 contains 8321 members 
Mstep: Class 8 contains 48135 members 
Mstep: Class 9 contains 222276 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 12 contains 338345 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 92929 members 
Mstep: Class 17 contains 240137 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 69547 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30202 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49705 members 
Mstep: Class 24 contains 75435 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 99162 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1413 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003280.000000 Penalty: 124057.148438
Iteration 156Q: 36 clusters Score -1.840033e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 28586 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 12470 members 
Mstep: Class 5 contains 8514 members 
Mstep: Class 6 contains 57684 members 
Mstep: Class 7 contains 8321 members 
Mstep: Class 8 contains 48181 members 
Mstep: Class 9 contains 222391 members 
Mstep: Class 10 contains 19548 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 338397 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 49808 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 92871 members 
Mstep: Class 17 contains 240109 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 69533 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30207 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49768 members 
Mstep: Class 24 contains 75423 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3232 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98931 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1414 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003024.000000 Penalty: 124057.148438
Iteration 157Q: 36 clusters Score -1.84003e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 28726 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 12461 members 
Mstep: Class 5 contains 8497 members 
Mstep: Class 6 contains 57693 members 
Mstep: Class 7 contains 8319 members 
Mstep: Class 8 contains 48231 members 
Mstep: Class 9 contains 222528 members 
Mstep: Class 10 contains 19541 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 338447 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 49788 members 
Mstep: Class 15 contains 82890 members 
Mstep: Class 16 contains 92833 members 
Mstep: Class 17 contains 239986 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 69529 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30221 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49834 members 
Mstep: Class 24 contains 75426 members 
Mstep: Class 25 contains 3915 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3232 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98713 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1415 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002752.000000 Penalty: 124057.148438
Iteration 158Q: 36 clusters Score -1.840028e+08 nChanged 2007
Entering ConstructFrom: 
Score: -184002752.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (52202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Entering Unmasked Estep 
Score: -6164735.000000 Penalty: 2693.993164
	Iteration 0F: 2 clusters Score -6164735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6129460.000000 Penalty: 5387.986328
	Iteration 0F: 3 clusters Score -6129460 nChanged 24169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6142957.500000 Penalty: 5387.986328
	Iteration 1F: 3 clusters Score -6142958 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -6143438.000000 Penalty: 5387.986328
	Iteration 2Q: 3 clusters Score -6143438 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -6143861.500000 Penalty: 5387.986328
	Iteration 3Q: 3 clusters Score -6143862 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6144255.500000 Penalty: 5387.986328
	Iteration 4Q: 3 clusters Score -6144256 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6144625.500000 Penalty: 5387.986328
	Iteration 5Q: 3 clusters Score -6144626 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -6145002.500000 Penalty: 5387.986328
	Iteration 6Q: 3 clusters Score -6145002 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -6145411.500000 Penalty: 5387.986328
	Iteration 7Q: 3 clusters Score -6145412 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6145870.500000 Penalty: 5387.986328
	Iteration 8Q: 3 clusters Score -6145870 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6146425.500000 Penalty: 5387.986328
	Iteration 9Q: 3 clusters Score -6146426 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6147124.500000 Penalty: 5387.986328
	Iteration 10Q: 3 clusters Score -6147124 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -6148143.000000 Penalty: 5387.986328
	Iteration 11Q: 3 clusters Score -6148143 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -6149403.500000 Penalty: 5387.986328
	Iteration 12Q: 3 clusters Score -6149404 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -6150956.500000 Penalty: 5387.986328
	Iteration 13Q: 3 clusters Score -6150956 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -6152519.500000 Penalty: 5387.986328
	Iteration 14Q: 3 clusters Score -6152520 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6153833.500000 Penalty: 5387.986328
	Iteration 15Q: 3 clusters Score -6153834 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -6154863.500000 Penalty: 5387.986328
	Iteration 16Q: 3 clusters Score -6154864 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6155554.000000 Penalty: 5387.986328
	Iteration 17Q: 3 clusters Score -6155554 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -6155946.000000 Penalty: 5387.986328
	Iteration 18Q: 3 clusters Score -6155946 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -6156265.500000 Penalty: 5387.986328
	Iteration 19Q: 3 clusters Score -6156266 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6156498.500000 Penalty: 5387.986328
	Iteration 20F: 3 clusters Score -6156498 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -6156697.000000 Penalty: 5387.986328
	Iteration 21Q: 3 clusters Score -6156697 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6156902.500000 Penalty: 5387.986328
	Iteration 22Q: 3 clusters Score -6156902 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -6157091.500000 Penalty: 5387.986328
	Iteration 23Q: 3 clusters Score -6157092 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -6157271.000000 Penalty: 5387.986328
	Iteration 24Q: 3 clusters Score -6157271 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -6157457.000000 Penalty: 5387.986328
	Iteration 25Q: 3 clusters Score -6157457 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -6157659.500000 Penalty: 5387.986328
	Iteration 26Q: 3 clusters Score -6157660 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -6157819.000000 Penalty: 5387.986328
	Iteration 27Q: 3 clusters Score -6157819 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -6157957.500000 Penalty: 5387.986328
	Iteration 28Q: 3 clusters Score -6157958 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -6158122.000000 Penalty: 5387.986328
	Iteration 29Q: 3 clusters Score -6158122 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -6158303.000000 Penalty: 5387.986328
	Iteration 30Q: 3 clusters Score -6158303 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6158527.500000 Penalty: 5387.986328
	Iteration 31Q: 3 clusters Score -6158528 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -6158694.500000 Penalty: 5387.986328
	Iteration 32Q: 3 clusters Score -6158694 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6158883.000000 Penalty: 5387.986328
	Iteration 33Q: 3 clusters Score -6158883 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -6159092.500000 Penalty: 5387.986328
	Iteration 34Q: 3 clusters Score -6159092 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6159318.500000 Penalty: 5387.986328
	Iteration 35Q: 3 clusters Score -6159318 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6159587.500000 Penalty: 5387.986328
	Iteration 36Q: 3 clusters Score -6159588 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -6159807.000000 Penalty: 5387.986328
	Iteration 37Q: 3 clusters Score -6159807 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6160028.000000 Penalty: 5387.986328
	Iteration 38Q: 3 clusters Score -6160028 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -6160269.500000 Penalty: 5387.986328
	Iteration 39Q: 3 clusters Score -6160270 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6160501.500000 Penalty: 5387.986328
	Iteration 40F: 3 clusters Score -6160502 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -6160701.000000 Penalty: 5387.986328
	Iteration 41Q: 3 clusters Score -6160701 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6160923.500000 Penalty: 5387.986328
	Iteration 42Q: 3 clusters Score -6160924 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6161099.000000 Penalty: 5387.986328
	Iteration 43Q: 3 clusters Score -6161099 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6161265.000000 Penalty: 5387.986328
	Iteration 44Q: 3 clusters Score -6161265 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6161434.500000 Penalty: 5387.986328
	Iteration 45Q: 3 clusters Score -6161434 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6161593.500000 Penalty: 5387.986328
	Iteration 46Q: 3 clusters Score -6161594 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6161703.000000 Penalty: 5387.986328
	Iteration 47Q: 3 clusters Score -6161703 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6161782.000000 Penalty: 5387.986328
	Iteration 48Q: 3 clusters Score -6161782 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6161860.000000 Penalty: 5387.986328
	Iteration 49Q: 3 clusters Score -6161860 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6161904.000000 Penalty: 5387.986328
	Iteration 50Q: 3 clusters Score -6161904 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6161966.000000 Penalty: 5387.986328
	Iteration 51Q: 3 clusters Score -6161966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6162026.000000 Penalty: 5387.986328
	Iteration 52Q: 3 clusters Score -6162026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6162086.500000 Penalty: 5387.986328
	Iteration 53Q: 3 clusters Score -6162086 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6162132.500000 Penalty: 5387.986328
	Iteration 54Q: 3 clusters Score -6162132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6162167.000000 Penalty: 5387.986328
	Iteration 55Q: 3 clusters Score -6162167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6162182.000000 Penalty: 5387.986328
	Iteration 56Q: 3 clusters Score -6162182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6162205.500000 Penalty: 5387.986328
	Iteration 57Q: 3 clusters Score -6162206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6162235.500000 Penalty: 5387.986328
	Iteration 58Q: 3 clusters Score -6162236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6162264.000000 Penalty: 5387.986328
	Iteration 59Q: 3 clusters Score -6162264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6162283.000000 Penalty: 5387.986328
	Iteration 60F: 3 clusters Score -6162283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6162287.000000 Penalty: 5387.986328
	Iteration 61Q: 3 clusters Score -6162287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6162307.000000 Penalty: 5387.986328
	Iteration 62Q: 3 clusters Score -6162307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6162326.000000 Penalty: 5387.986328
	Iteration 63Q: 3 clusters Score -6162326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6162342.000000 Penalty: 5387.986328
	Iteration 64Q: 3 clusters Score -6162342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6162336.500000 Penalty: 5387.986328
	Iteration 65Q: 3 clusters Score -6162336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6162345.500000 Penalty: 5387.986328
	Iteration 66Q: 3 clusters Score -6162346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6162346.000000 Penalty: 5387.986328
	Iteration 67Q: 3 clusters Score -6162346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6162357.000000 Penalty: 5387.986328
	Iteration 68Q: 3 clusters Score -6162357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6162360.000000 Penalty: 5387.986328
	Iteration 69Q: 3 clusters Score -6162360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6162361.500000 Penalty: 5387.986328
	Iteration 70Q: 3 clusters Score -6162362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6162367.500000 Penalty: 5387.986328
	Iteration 71Q: 3 clusters Score -6162368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6162372.500000 Penalty: 5387.986328
	Iteration 72Q: 3 clusters Score -6162372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6162374.000000 Penalty: 5387.986328
	Iteration 73Q: 3 clusters Score -6162374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6162381.000000 Penalty: 5387.986328
	Iteration 74Q: 3 clusters Score -6162381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6162383.000000 Penalty: 5387.986328
	Iteration 75Q: 3 clusters Score -6162383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6162391.000000 Penalty: 5387.986328
	Iteration 76Q: 3 clusters Score -6162391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6162407.000000 Penalty: 5387.986328
	Iteration 77Q: 3 clusters Score -6162407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6162411.000000 Penalty: 5387.986328
	Iteration 78Q: 3 clusters Score -6162411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6162418.000000 Penalty: 5387.986328
	Iteration 79Q: 3 clusters Score -6162418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6162425.500000 Penalty: 5387.986328
	Iteration 80F: 3 clusters Score -6162426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6162445.500000 Penalty: 5387.986328
	Iteration 81Q: 3 clusters Score -6162446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6162458.500000 Penalty: 5387.986328
	Iteration 82Q: 3 clusters Score -6162458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6162463.000000 Penalty: 5387.986328
	Iteration 83Q: 3 clusters Score -6162463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6162466.000000 Penalty: 5387.986328
	Iteration 84Q: 3 clusters Score -6162466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6162470.500000 Penalty: 5387.986328
	Iteration 85Q: 3 clusters Score -6162470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6162473.500000 Penalty: 5387.986328
	Iteration 86Q: 3 clusters Score -6162474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6162473.500000 Penalty: 5387.986328
	Iteration 87Q: 3 clusters Score -6162474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6162471.500000 Penalty: 5387.986328
	Iteration 88Q: 3 clusters Score -6162472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6162477.500000 Penalty: 5387.986328
	Iteration 89Q: 3 clusters Score -6162478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6162477.500000 Penalty: 5387.986328
	Iteration 90Q: 3 clusters Score -6162478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6162478.500000 Penalty: 5387.986328
	Iteration 91Q: 3 clusters Score -6162478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6162484.000000 Penalty: 5387.986328
	Iteration 92Q: 3 clusters Score -6162484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6162487.500000 Penalty: 5387.986328
	Iteration 93Q: 3 clusters Score -6162488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6162490.000000 Penalty: 5387.986328
	Iteration 94Q: 3 clusters Score -6162490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6162481.500000 Penalty: 5387.986328
	Iteration 95Q: 3 clusters Score -6162482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6162488.500000 Penalty: 5387.986328
	Iteration 96Q: 3 clusters Score -6162488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6162488.500000 Penalty: 5387.986328
	Iteration 97F: 3 clusters Score -6162488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28869 members 
Entering Unmasked Estep 
Score: -3396977.750000 Penalty: 2547.089844
	Iteration 0F: 2 clusters Score -3396978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3377113.500000 Penalty: 5094.179688
	Iteration 0F: 3 clusters Score -3377114 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3384291.500000 Penalty: 5094.179688
	Iteration 1F: 3 clusters Score -3384292 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3384742.750000 Penalty: 5094.179688
	Iteration 2Q: 3 clusters Score -3384743 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3385181.250000 Penalty: 5094.179688
	Iteration 3Q: 3 clusters Score -3385181 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3385711.250000 Penalty: 5094.179688
	Iteration 4Q: 3 clusters Score -3385711 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3386299.250000 Penalty: 5094.179688
	Iteration 5Q: 3 clusters Score -3386299 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3387076.750000 Penalty: 5094.179688
	Iteration 6Q: 3 clusters Score -3387077 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3387888.250000 Penalty: 5094.179688
	Iteration 7Q: 3 clusters Score -3387888 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3388804.000000 Penalty: 5094.179688
	Iteration 8Q: 3 clusters Score -3388804 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3389731.750000 Penalty: 5094.179688
	Iteration 9Q: 3 clusters Score -3389732 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3390576.250000 Penalty: 5094.179688
	Iteration 10Q: 3 clusters Score -3390576 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3391263.750000 Penalty: 5094.179688
	Iteration 11Q: 3 clusters Score -3391264 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3391880.250000 Penalty: 5094.179688
	Iteration 12Q: 3 clusters Score -3391880 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3392429.250000 Penalty: 5094.179688
	Iteration 13Q: 3 clusters Score -3392429 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3392881.750000 Penalty: 5094.179688
	Iteration 14Q: 3 clusters Score -3392882 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3393215.000000 Penalty: 5094.179688
	Iteration 15Q: 3 clusters Score -3393215 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3393396.750000 Penalty: 5094.179688
	Iteration 16Q: 3 clusters Score -3393397 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3393482.500000 Penalty: 5094.179688
	Iteration 17Q: 3 clusters Score -3393482 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3393538.000000 Penalty: 5094.179688
	Iteration 18Q: 3 clusters Score -3393538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3393583.500000 Penalty: 5094.179688
	Iteration 19Q: 3 clusters Score -3393584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3393585.750000 Penalty: 5094.179688
	Iteration 20F: 3 clusters Score -3393586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3393605.750000 Penalty: 5094.179688
	Iteration 21Q: 3 clusters Score -3393606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3393622.500000 Penalty: 5094.179688
	Iteration 22Q: 3 clusters Score -3393622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3393627.250000 Penalty: 5094.179688
	Iteration 23Q: 3 clusters Score -3393627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3393630.750000 Penalty: 5094.179688
	Iteration 24Q: 3 clusters Score -3393631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3393634.500000 Penalty: 5094.179688
	Iteration 25Q: 3 clusters Score -3393634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3393622.500000 Penalty: 5094.179688
	Iteration 26Q: 3 clusters Score -3393622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3393639.250000 Penalty: 5094.179688
	Iteration 27Q: 3 clusters Score -3393639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3393640.500000 Penalty: 5094.179688
	Iteration 28Q: 3 clusters Score -3393640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3393641.250000 Penalty: 5094.179688
	Iteration 29Q: 3 clusters Score -3393641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3393644.250000 Penalty: 5094.179688
	Iteration 30Q: 3 clusters Score -3393644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3393651.000000 Penalty: 5094.179688
	Iteration 31Q: 3 clusters Score -3393651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3393647.750000 Penalty: 5094.179688
	Iteration 32Q: 3 clusters Score -3393648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3393648.500000 Penalty: 5094.179688
	Iteration 33Q: 3 clusters Score -3393648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3393648.000000 Penalty: 5094.179688
	Iteration 34Q: 3 clusters Score -3393648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3393647.250000 Penalty: 5094.179688
	Iteration 35Q: 3 clusters Score -3393647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3393647.750000 Penalty: 5094.179688
	Iteration 36Q: 3 clusters Score -3393648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3393651.500000 Penalty: 5094.179688
	Iteration 37Q: 3 clusters Score -3393652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3393653.000000 Penalty: 5094.179688
	Iteration 38Q: 3 clusters Score -3393653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3393649.250000 Penalty: 5094.179688
	Iteration 39Q: 3 clusters Score -3393649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3393650.000000 Penalty: 5094.179688
	Iteration 40F: 3 clusters Score -3393650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -203993.968750 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -203994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201467.890625 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -201467.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -201929.265625 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -201929.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202043.593750 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -202043.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202127.656250 Penalty: 3732.449951
	Iteration 3Q: 3 clusters Score -202127.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202229.031250 Penalty: 3732.449951
	Iteration 4Q: 3 clusters Score -202229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -202348.203125 Penalty: 3732.449951
	Iteration 5Q: 3 clusters Score -202348.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -202549.703125 Penalty: 3732.449951
	Iteration 6F: 3 clusters Score -202549.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -202840.656250 Penalty: 3732.449951
	Iteration 7F: 3 clusters Score -202840.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -203321.328125 Penalty: 3732.449951
	Iteration 8F: 3 clusters Score -203321.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -203560.812500 Penalty: 3732.449951
	Iteration 9F: 3 clusters Score -203560.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -203687.375000 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -203687.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203832.187500 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -203832.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -203931.609375 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -203931.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -203996.843750 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -203996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -204025.453125 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -204025.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -204039.468750 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -204039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -204043.078125 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -204043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204046.265625 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -204046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -204047.453125 Penalty: 3732.449951
	Iteration 18Q: 3 clusters Score -204047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -204048.125000 Penalty: 3732.449951
	Iteration 19Q: 3 clusters Score -204048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -204048.203125 Penalty: 3732.449951
	Iteration 20F: 3 clusters Score -204048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 28869 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 57706 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 222706 members 
Mstep: Class 10 contains 19532 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 338493 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 49778 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 92790 members 
Mstep: Class 17 contains 239836 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69514 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49898 members 
Mstep: Class 24 contains 75425 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3233 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98480 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1415 members 
Mstep: Class 35 contains 575 members 
Mstep: Class 36 contains 1134 members 
Entering Unmasked Estep 
Score: -184001280.000000 Penalty: 127601.640625
Splitting cluster 3 changes total score from -184002752.000000 to -184001280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Entering Unmasked Estep 
Score: -1363105.750000 Penalty: 2338.550049
	Iteration 0F: 2 clusters Score -1363106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1353949.750000 Penalty: 4677.100098
	Iteration 0F: 3 clusters Score -1353950 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1356771.500000 Penalty: 4677.100098
	Iteration 1F: 3 clusters Score -1356772 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1357209.250000 Penalty: 4677.100098
	Iteration 2F: 3 clusters Score -1357209 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1357610.125000 Penalty: 4677.100098
	Iteration 3F: 3 clusters Score -1357610 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1357999.875000 Penalty: 4677.100098
	Iteration 4F: 3 clusters Score -1358000 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1358351.125000 Penalty: 4677.100098
	Iteration 5F: 3 clusters Score -1358351 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1358611.500000 Penalty: 4677.100098
	Iteration 6Q: 3 clusters Score -1358612 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1358841.250000 Penalty: 4677.100098
	Iteration 7Q: 3 clusters Score -1358841 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1359004.125000 Penalty: 4677.100098
	Iteration 8Q: 3 clusters Score -1359004 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1359130.375000 Penalty: 4677.100098
	Iteration 9Q: 3 clusters Score -1359130 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1359223.125000 Penalty: 4677.100098
	Iteration 10Q: 3 clusters Score -1359223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1359304.000000 Penalty: 4677.100098
	Iteration 11Q: 3 clusters Score -1359304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1359390.875000 Penalty: 4677.100098
	Iteration 12Q: 3 clusters Score -1359391 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1359468.125000 Penalty: 4677.100098
	Iteration 13Q: 3 clusters Score -1359468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1359538.375000 Penalty: 4677.100098
	Iteration 14Q: 3 clusters Score -1359538 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1359610.000000 Penalty: 4677.100098
	Iteration 15Q: 3 clusters Score -1359610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1359666.375000 Penalty: 4677.100098
	Iteration 16Q: 3 clusters Score -1359666 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1359719.500000 Penalty: 4677.100098
	Iteration 17Q: 3 clusters Score -1359720 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1359767.750000 Penalty: 4677.100098
	Iteration 18Q: 3 clusters Score -1359768 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1359821.250000 Penalty: 4677.100098
	Iteration 19Q: 3 clusters Score -1359821 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1359876.375000 Penalty: 4677.100098
	Iteration 20F: 3 clusters Score -1359876 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1359953.125000 Penalty: 4677.100098
	Iteration 21Q: 3 clusters Score -1359953 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1360021.250000 Penalty: 4677.100098
	Iteration 22Q: 3 clusters Score -1360021 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1360086.750000 Penalty: 4677.100098
	Iteration 23Q: 3 clusters Score -1360087 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1360163.750000 Penalty: 4677.100098
	Iteration 24Q: 3 clusters Score -1360164 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1360253.000000 Penalty: 4677.100098
	Iteration 25Q: 3 clusters Score -1360253 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1360372.000000 Penalty: 4677.100098
	Iteration 26Q: 3 clusters Score -1360372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1360502.250000 Penalty: 4677.100098
	Iteration 27Q: 3 clusters Score -1360502 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1360632.500000 Penalty: 4677.100098
	Iteration 28Q: 3 clusters Score -1360632 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1360764.875000 Penalty: 4677.100098
	Iteration 29Q: 3 clusters Score -1360765 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1360871.125000 Penalty: 4677.100098
	Iteration 30Q: 3 clusters Score -1360871 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1360976.000000 Penalty: 4677.100098
	Iteration 31Q: 3 clusters Score -1360976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1361051.000000 Penalty: 4677.100098
	Iteration 32Q: 3 clusters Score -1361051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1361110.875000 Penalty: 4677.100098
	Iteration 33Q: 3 clusters Score -1361111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1361161.500000 Penalty: 4677.100098
	Iteration 34Q: 3 clusters Score -1361162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1361214.750000 Penalty: 4677.100098
	Iteration 35Q: 3 clusters Score -1361215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1361238.375000 Penalty: 4677.100098
	Iteration 36Q: 3 clusters Score -1361238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1361266.750000 Penalty: 4677.100098
	Iteration 37Q: 3 clusters Score -1361267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1361279.250000 Penalty: 4677.100098
	Iteration 38Q: 3 clusters Score -1361279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1361304.500000 Penalty: 4677.100098
	Iteration 39Q: 3 clusters Score -1361304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1361330.500000 Penalty: 4677.100098
	Iteration 40F: 3 clusters Score -1361330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1361357.750000 Penalty: 4677.100098
	Iteration 41Q: 3 clusters Score -1361358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1361381.375000 Penalty: 4677.100098
	Iteration 42Q: 3 clusters Score -1361381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1361409.375000 Penalty: 4677.100098
	Iteration 43Q: 3 clusters Score -1361409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1361433.875000 Penalty: 4677.100098
	Iteration 44Q: 3 clusters Score -1361434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1361455.250000 Penalty: 4677.100098
	Iteration 45Q: 3 clusters Score -1361455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1361470.875000 Penalty: 4677.100098
	Iteration 46Q: 3 clusters Score -1361471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1361494.250000 Penalty: 4677.100098
	Iteration 47Q: 3 clusters Score -1361494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1361511.875000 Penalty: 4677.100098
	Iteration 48Q: 3 clusters Score -1361512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1361522.375000 Penalty: 4677.100098
	Iteration 49Q: 3 clusters Score -1361522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1361534.000000 Penalty: 4677.100098
	Iteration 50Q: 3 clusters Score -1361534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1361538.375000 Penalty: 4677.100098
	Iteration 51Q: 3 clusters Score -1361538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1361542.750000 Penalty: 4677.100098
	Iteration 52Q: 3 clusters Score -1361543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1361547.500000 Penalty: 4677.100098
	Iteration 53Q: 3 clusters Score -1361548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1361547.125000 Penalty: 4677.100098
	Iteration 54Q: 3 clusters Score -1361547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1361550.000000 Penalty: 4677.100098
	Iteration 55Q: 3 clusters Score -1361550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1361552.500000 Penalty: 4677.100098
	Iteration 56Q: 3 clusters Score -1361552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1361555.875000 Penalty: 4677.100098
	Iteration 57Q: 3 clusters Score -1361556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1361559.250000 Penalty: 4677.100098
	Iteration 58Q: 3 clusters Score -1361559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1361562.375000 Penalty: 4677.100098
	Iteration 59Q: 3 clusters Score -1361562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1361562.625000 Penalty: 4677.100098
	Iteration 60F: 3 clusters Score -1361563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1361564.500000 Penalty: 4677.100098
	Iteration 61Q: 3 clusters Score -1361564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1361565.875000 Penalty: 4677.100098
	Iteration 62Q: 3 clusters Score -1361566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1361569.875000 Penalty: 4677.100098
	Iteration 63Q: 3 clusters Score -1361570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1361569.125000 Penalty: 4677.100098
	Iteration 64Q: 3 clusters Score -1361569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1361570.625000 Penalty: 4677.100098
	Iteration 65Q: 3 clusters Score -1361571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1361572.000000 Penalty: 4677.100098
	Iteration 66Q: 3 clusters Score -1361572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1361573.125000 Penalty: 4677.100098
	Iteration 67Q: 3 clusters Score -1361573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1361574.125000 Penalty: 4677.100098
	Iteration 68Q: 3 clusters Score -1361574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1361575.500000 Penalty: 4677.100098
	Iteration 69Q: 3 clusters Score -1361576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1361575.750000 Penalty: 4677.100098
	Iteration 70Q: 3 clusters Score -1361576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1361575.875000 Penalty: 4677.100098
	Iteration 71Q: 3 clusters Score -1361576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1361574.875000 Penalty: 4677.100098
	Iteration 72Q: 3 clusters Score -1361575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1361573.750000 Penalty: 4677.100098
	Iteration 73Q: 3 clusters Score -1361574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1361573.750000 Penalty: 4677.100098
	Iteration 74F: 3 clusters Score -1361574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -957813.750000 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -957813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -951124.062500 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -951124.1 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -952872.625000 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -952872.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -953131.875000 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -953131.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -953306.750000 Penalty: 4486.375488
	Iteration 3Q: 3 clusters Score -953306.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -953431.750000 Penalty: 4486.375488
	Iteration 4Q: 3 clusters Score -953431.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -953535.062500 Penalty: 4486.375488
	Iteration 5Q: 3 clusters Score -953535.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -953618.500000 Penalty: 4486.375488
	Iteration 6Q: 3 clusters Score -953618.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -953704.250000 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -953704.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -953792.812500 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -953792.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -953907.187500 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -953907.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -954034.437500 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -954034.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -954206.187500 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -954206.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -954403.375000 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -954403.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -954585.437500 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -954585.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -954789.375000 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -954789.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -955022.312500 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -955022.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -955241.062500 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -955241.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -955403.625000 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -955403.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -955517.500000 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -955517.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -955586.812500 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -955586.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -955650.312500 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -955650.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -955706.375000 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -955706.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -955749.187500 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -955749.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -955784.437500 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -955784.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -955813.500000 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -955813.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -955849.062500 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -955849.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -955874.312500 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -955874.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -955888.187500 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -955888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -955892.875000 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -955892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -955892.437500 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -955892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -955899.812500 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -955899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -955905.000000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -955905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -955902.937500 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -955902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -955902.937500 Penalty: 4486.375488
	Iteration 33F: 3 clusters Score -955902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Entering Unmasked Estep 
Score: -6855463.000000 Penalty: 2718.853027
	Iteration 0F: 2 clusters Score -6855463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -6816841.000000 Penalty: 5437.706055
	Iteration 0F: 3 clusters Score -6816841 nChanged 26899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6831961.000000 Penalty: 5437.706055
	Iteration 1F: 3 clusters Score -6831961 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -6832593.500000 Penalty: 5437.706055
	Iteration 2Q: 3 clusters Score -6832594 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -6833151.000000 Penalty: 5437.706055
	Iteration 3Q: 3 clusters Score -6833151 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -6833751.000000 Penalty: 5437.706055
	Iteration 4Q: 3 clusters Score -6833751 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -6834432.500000 Penalty: 5437.706055
	Iteration 5Q: 3 clusters Score -6834432 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -6835166.000000 Penalty: 5437.706055
	Iteration 6Q: 3 clusters Score -6835166 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -6836003.500000 Penalty: 5437.706055
	Iteration 7Q: 3 clusters Score -6836004 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6837068.500000 Penalty: 5437.706055
	Iteration 8Q: 3 clusters Score -6837068 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -6838476.500000 Penalty: 5437.706055
	Iteration 9Q: 3 clusters Score -6838476 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -6840417.000000 Penalty: 5437.706055
	Iteration 10F: 3 clusters Score -6840417 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -6842411.000000 Penalty: 5437.706055
	Iteration 11F: 3 clusters Score -6842411 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -6844223.000000 Penalty: 5437.706055
	Iteration 12Q: 3 clusters Score -6844223 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -6845429.000000 Penalty: 5437.706055
	Iteration 13Q: 3 clusters Score -6845429 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6846084.500000 Penalty: 5437.706055
	Iteration 14Q: 3 clusters Score -6846084 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -6846599.500000 Penalty: 5437.706055
	Iteration 15Q: 3 clusters Score -6846600 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -6846929.000000 Penalty: 5437.706055
	Iteration 16Q: 3 clusters Score -6846929 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -6847225.000000 Penalty: 5437.706055
	Iteration 17Q: 3 clusters Score -6847225 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -6847545.500000 Penalty: 5437.706055
	Iteration 18Q: 3 clusters Score -6847546 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -6847840.000000 Penalty: 5437.706055
	Iteration 19Q: 3 clusters Score -6847840 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -6848102.500000 Penalty: 5437.706055
	Iteration 20F: 3 clusters Score -6848102 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -6848353.000000 Penalty: 5437.706055
	Iteration 21Q: 3 clusters Score -6848353 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6848592.500000 Penalty: 5437.706055
	Iteration 22Q: 3 clusters Score -6848592 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -6848796.000000 Penalty: 5437.706055
	Iteration 23Q: 3 clusters Score -6848796 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -6849011.500000 Penalty: 5437.706055
	Iteration 24Q: 3 clusters Score -6849012 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6849173.500000 Penalty: 5437.706055
	Iteration 25Q: 3 clusters Score -6849174 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -6849380.000000 Penalty: 5437.706055
	Iteration 26Q: 3 clusters Score -6849380 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -6849557.500000 Penalty: 5437.706055
	Iteration 27Q: 3 clusters Score -6849558 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6849690.000000 Penalty: 5437.706055
	Iteration 28Q: 3 clusters Score -6849690 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -6849853.500000 Penalty: 5437.706055
	Iteration 29Q: 3 clusters Score -6849854 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6850058.000000 Penalty: 5437.706055
	Iteration 30Q: 3 clusters Score -6850058 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -6850205.500000 Penalty: 5437.706055
	Iteration 31Q: 3 clusters Score -6850206 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6850395.500000 Penalty: 5437.706055
	Iteration 32Q: 3 clusters Score -6850396 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -6850560.500000 Penalty: 5437.706055
	Iteration 33Q: 3 clusters Score -6850560 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6850731.000000 Penalty: 5437.706055
	Iteration 34Q: 3 clusters Score -6850731 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -6850901.500000 Penalty: 5437.706055
	Iteration 35Q: 3 clusters Score -6850902 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6851088.500000 Penalty: 5437.706055
	Iteration 36Q: 3 clusters Score -6851088 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -6851314.500000 Penalty: 5437.706055
	Iteration 37Q: 3 clusters Score -6851314 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -6851503.500000 Penalty: 5437.706055
	Iteration 38Q: 3 clusters Score -6851504 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -6851656.000000 Penalty: 5437.706055
	Iteration 39Q: 3 clusters Score -6851656 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -6851880.000000 Penalty: 5437.706055
	Iteration 40F: 3 clusters Score -6851880 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -6852026.000000 Penalty: 5437.706055
	Iteration 41Q: 3 clusters Score -6852026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -6852178.000000 Penalty: 5437.706055
	Iteration 42Q: 3 clusters Score -6852178 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -6852300.500000 Penalty: 5437.706055
	Iteration 43Q: 3 clusters Score -6852300 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -6852402.000000 Penalty: 5437.706055
	Iteration 44Q: 3 clusters Score -6852402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -6852494.500000 Penalty: 5437.706055
	Iteration 45Q: 3 clusters Score -6852494 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -6852566.000000 Penalty: 5437.706055
	Iteration 46Q: 3 clusters Score -6852566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -6852638.500000 Penalty: 5437.706055
	Iteration 47Q: 3 clusters Score -6852638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -6852700.500000 Penalty: 5437.706055
	Iteration 48Q: 3 clusters Score -6852700 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -6852766.500000 Penalty: 5437.706055
	Iteration 49Q: 3 clusters Score -6852766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -6852812.000000 Penalty: 5437.706055
	Iteration 50Q: 3 clusters Score -6852812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -6852842.500000 Penalty: 5437.706055
	Iteration 51Q: 3 clusters Score -6852842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -6852871.000000 Penalty: 5437.706055
	Iteration 52Q: 3 clusters Score -6852871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -6852885.000000 Penalty: 5437.706055
	Iteration 53Q: 3 clusters Score -6852885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -6852912.000000 Penalty: 5437.706055
	Iteration 54Q: 3 clusters Score -6852912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -6852938.000000 Penalty: 5437.706055
	Iteration 55Q: 3 clusters Score -6852938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -6852967.500000 Penalty: 5437.706055
	Iteration 56Q: 3 clusters Score -6852968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -6852998.000000 Penalty: 5437.706055
	Iteration 57Q: 3 clusters Score -6852998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -6853026.000000 Penalty: 5437.706055
	Iteration 58Q: 3 clusters Score -6853026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -6853039.000000 Penalty: 5437.706055
	Iteration 59Q: 3 clusters Score -6853039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -6853041.000000 Penalty: 5437.706055
	Iteration 60F: 3 clusters Score -6853041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -6853050.000000 Penalty: 5437.706055
	Iteration 61Q: 3 clusters Score -6853050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -6853061.000000 Penalty: 5437.706055
	Iteration 62Q: 3 clusters Score -6853061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -6853061.500000 Penalty: 5437.706055
	Iteration 63Q: 3 clusters Score -6853062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -6853066.000000 Penalty: 5437.706055
	Iteration 64Q: 3 clusters Score -6853066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -6853074.000000 Penalty: 5437.706055
	Iteration 65Q: 3 clusters Score -6853074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -6853073.000000 Penalty: 5437.706055
	Iteration 66Q: 3 clusters Score -6853073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -6853070.500000 Penalty: 5437.706055
	Iteration 67Q: 3 clusters Score -6853070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -6853080.000000 Penalty: 5437.706055
	Iteration 68Q: 3 clusters Score -6853080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -6853078.000000 Penalty: 5437.706055
	Iteration 69Q: 3 clusters Score -6853078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -6853088.000000 Penalty: 5437.706055
	Iteration 70Q: 3 clusters Score -6853088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -6853079.000000 Penalty: 5437.706055
	Iteration 71Q: 3 clusters Score -6853079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -6853082.000000 Penalty: 5437.706055
	Iteration 72Q: 3 clusters Score -6853082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -6853089.500000 Penalty: 5437.706055
	Iteration 73Q: 3 clusters Score -6853090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -6853082.500000 Penalty: 5437.706055
	Iteration 74Q: 3 clusters Score -6853082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -6853083.000000 Penalty: 5437.706055
	Iteration 75Q: 3 clusters Score -6853083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -6853085.500000 Penalty: 5437.706055
	Iteration 76Q: 3 clusters Score -6853086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -6853089.500000 Penalty: 5437.706055
	Iteration 77Q: 3 clusters Score -6853090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -6853084.000000 Penalty: 5437.706055
	Iteration 78Q: 3 clusters Score -6853084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -6853089.500000 Penalty: 5437.706055
	Iteration 79Q: 3 clusters Score -6853090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -6853090.500000 Penalty: 5437.706055
	Iteration 80F: 3 clusters Score -6853090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -6853088.000000 Penalty: 5437.706055
	Iteration 81Q: 3 clusters Score -6853088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -6853090.000000 Penalty: 5437.706055
	Iteration 82Q: 3 clusters Score -6853090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -6853090.000000 Penalty: 5437.706055
	Iteration 83F: 3 clusters Score -6853090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Entering Unmasked Estep 
Score: -954070.875000 Penalty: 2238.342773
	Iteration 0F: 2 clusters Score -954070.9 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 4169 members 
Entering Unmasked Estep 
Score: -947472.562500 Penalty: 4476.685547
	Iteration 0F: 3 clusters Score -947472.6 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -949212.187500 Penalty: 4476.685547
	Iteration 1F: 3 clusters Score -949212.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -949456.000000 Penalty: 4476.685547
	Iteration 2F: 3 clusters Score -949456 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -949614.562500 Penalty: 4476.685547
	Iteration 3Q: 3 clusters Score -949614.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -949724.062500 Penalty: 4476.685547
	Iteration 4Q: 3 clusters Score -949724.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -949824.312500 Penalty: 4476.685547
	Iteration 5Q: 3 clusters Score -949824.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -949891.937500 Penalty: 4476.685547
	Iteration 6Q: 3 clusters Score -949891.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -949947.125000 Penalty: 4476.685547
	Iteration 7Q: 3 clusters Score -949947.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -949996.375000 Penalty: 4476.685547
	Iteration 8Q: 3 clusters Score -949996.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -950039.937500 Penalty: 4476.685547
	Iteration 9Q: 3 clusters Score -950039.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -950074.312500 Penalty: 4476.685547
	Iteration 10Q: 3 clusters Score -950074.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -950095.625000 Penalty: 4476.685547
	Iteration 11Q: 3 clusters Score -950095.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -950119.375000 Penalty: 4476.685547
	Iteration 12Q: 3 clusters Score -950119.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -950139.625000 Penalty: 4476.685547
	Iteration 13Q: 3 clusters Score -950139.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -950170.187500 Penalty: 4476.685547
	Iteration 14Q: 3 clusters Score -950170.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -950203.125000 Penalty: 4476.685547
	Iteration 15Q: 3 clusters Score -950203.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -950234.500000 Penalty: 4476.685547
	Iteration 16Q: 3 clusters Score -950234.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -950263.500000 Penalty: 4476.685547
	Iteration 17Q: 3 clusters Score -950263.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -950286.937500 Penalty: 4476.685547
	Iteration 18Q: 3 clusters Score -950286.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -950313.687500 Penalty: 4476.685547
	Iteration 19Q: 3 clusters Score -950313.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -950334.750000 Penalty: 4476.685547
	Iteration 20F: 3 clusters Score -950334.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -950353.312500 Penalty: 4476.685547
	Iteration 21Q: 3 clusters Score -950353.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -950369.625000 Penalty: 4476.685547
	Iteration 22Q: 3 clusters Score -950369.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -950388.937500 Penalty: 4476.685547
	Iteration 23Q: 3 clusters Score -950388.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -950410.687500 Penalty: 4476.685547
	Iteration 24Q: 3 clusters Score -950410.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -950441.062500 Penalty: 4476.685547
	Iteration 25Q: 3 clusters Score -950441.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -950469.062500 Penalty: 4476.685547
	Iteration 26Q: 3 clusters Score -950469.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -950493.875000 Penalty: 4476.685547
	Iteration 27Q: 3 clusters Score -950493.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -950526.437500 Penalty: 4476.685547
	Iteration 28Q: 3 clusters Score -950526.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -950556.062500 Penalty: 4476.685547
	Iteration 29Q: 3 clusters Score -950556.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -950581.312500 Penalty: 4476.685547
	Iteration 30Q: 3 clusters Score -950581.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -950607.875000 Penalty: 4476.685547
	Iteration 31Q: 3 clusters Score -950607.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -950638.687500 Penalty: 4476.685547
	Iteration 32Q: 3 clusters Score -950638.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -950659.875000 Penalty: 4476.685547
	Iteration 33Q: 3 clusters Score -950659.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -950691.062500 Penalty: 4476.685547
	Iteration 34Q: 3 clusters Score -950691.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -950728.500000 Penalty: 4476.685547
	Iteration 35Q: 3 clusters Score -950728.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -950775.750000 Penalty: 4476.685547
	Iteration 36Q: 3 clusters Score -950775.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -950824.125000 Penalty: 4476.685547
	Iteration 37Q: 3 clusters Score -950824.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -950869.500000 Penalty: 4476.685547
	Iteration 38Q: 3 clusters Score -950869.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -950914.812500 Penalty: 4476.685547
	Iteration 39Q: 3 clusters Score -950914.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -950958.312500 Penalty: 4476.685547
	Iteration 40F: 3 clusters Score -950958.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -950996.625000 Penalty: 4476.685547
	Iteration 41Q: 3 clusters Score -950996.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -951028.812500 Penalty: 4476.685547
	Iteration 42Q: 3 clusters Score -951028.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -951050.312500 Penalty: 4476.685547
	Iteration 43Q: 3 clusters Score -951050.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -951074.062500 Penalty: 4476.685547
	Iteration 44Q: 3 clusters Score -951074.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -951093.812500 Penalty: 4476.685547
	Iteration 45Q: 3 clusters Score -951093.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -951106.187500 Penalty: 4476.685547
	Iteration 46Q: 3 clusters Score -951106.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -951123.312500 Penalty: 4476.685547
	Iteration 47Q: 3 clusters Score -951123.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -951143.875000 Penalty: 4476.685547
	Iteration 48Q: 3 clusters Score -951143.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -951164.625000 Penalty: 4476.685547
	Iteration 49Q: 3 clusters Score -951164.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -951183.375000 Penalty: 4476.685547
	Iteration 50Q: 3 clusters Score -951183.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -951199.500000 Penalty: 4476.685547
	Iteration 51Q: 3 clusters Score -951199.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -951227.000000 Penalty: 4476.685547
	Iteration 52Q: 3 clusters Score -951227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -951245.437500 Penalty: 4476.685547
	Iteration 53Q: 3 clusters Score -951245.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -951261.500000 Penalty: 4476.685547
	Iteration 54Q: 3 clusters Score -951261.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -951277.625000 Penalty: 4476.685547
	Iteration 55Q: 3 clusters Score -951277.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -951297.750000 Penalty: 4476.685547
	Iteration 56Q: 3 clusters Score -951297.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -951311.062500 Penalty: 4476.685547
	Iteration 57Q: 3 clusters Score -951311.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -951320.687500 Penalty: 4476.685547
	Iteration 58Q: 3 clusters Score -951320.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -951335.812500 Penalty: 4476.685547
	Iteration 59Q: 3 clusters Score -951335.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -951371.500000 Penalty: 4476.685547
	Iteration 60F: 3 clusters Score -951371.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -951423.375000 Penalty: 4476.685547
	Iteration 61Q: 3 clusters Score -951423.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -951477.750000 Penalty: 4476.685547
	Iteration 62Q: 3 clusters Score -951477.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -951527.375000 Penalty: 4476.685547
	Iteration 63Q: 3 clusters Score -951527.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -951576.625000 Penalty: 4476.685547
	Iteration 64Q: 3 clusters Score -951576.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -951616.562500 Penalty: 4476.685547
	Iteration 65Q: 3 clusters Score -951616.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -951659.187500 Penalty: 4476.685547
	Iteration 66Q: 3 clusters Score -951659.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -951706.125000 Penalty: 4476.685547
	Iteration 67Q: 3 clusters Score -951706.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -951758.437500 Penalty: 4476.685547
	Iteration 68Q: 3 clusters Score -951758.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -951806.812500 Penalty: 4476.685547
	Iteration 69Q: 3 clusters Score -951806.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -951865.375000 Penalty: 4476.685547
	Iteration 70Q: 3 clusters Score -951865.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -951917.937500 Penalty: 4476.685547
	Iteration 71Q: 3 clusters Score -951917.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -951971.000000 Penalty: 4476.685547
	Iteration 72Q: 3 clusters Score -951971 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -952019.562500 Penalty: 4476.685547
	Iteration 73Q: 3 clusters Score -952019.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -952078.000000 Penalty: 4476.685547
	Iteration 74Q: 3 clusters Score -952078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -952116.750000 Penalty: 4476.685547
	Iteration 75Q: 3 clusters Score -952116.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -952145.187500 Penalty: 4476.685547
	Iteration 76Q: 3 clusters Score -952145.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -952174.187500 Penalty: 4476.685547
	Iteration 77Q: 3 clusters Score -952174.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -952194.750000 Penalty: 4476.685547
	Iteration 78Q: 3 clusters Score -952194.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -952211.937500 Penalty: 4476.685547
	Iteration 79Q: 3 clusters Score -952211.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -952223.187500 Penalty: 4476.685547
	Iteration 80F: 3 clusters Score -952223.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -952238.437500 Penalty: 4476.685547
	Iteration 81Q: 3 clusters Score -952238.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -952251.500000 Penalty: 4476.685547
	Iteration 82Q: 3 clusters Score -952251.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -952266.625000 Penalty: 4476.685547
	Iteration 83Q: 3 clusters Score -952266.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -952276.750000 Penalty: 4476.685547
	Iteration 84Q: 3 clusters Score -952276.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -952288.750000 Penalty: 4476.685547
	Iteration 85Q: 3 clusters Score -952288.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -952294.562500 Penalty: 4476.685547
	Iteration 86Q: 3 clusters Score -952294.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -952300.875000 Penalty: 4476.685547
	Iteration 87Q: 3 clusters Score -952300.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -952304.625000 Penalty: 4476.685547
	Iteration 88Q: 3 clusters Score -952304.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -952307.000000 Penalty: 4476.685547
	Iteration 89Q: 3 clusters Score -952307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -952313.625000 Penalty: 4476.685547
	Iteration 90Q: 3 clusters Score -952313.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -952319.687500 Penalty: 4476.685547
	Iteration 91Q: 3 clusters Score -952319.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -952327.250000 Penalty: 4476.685547
	Iteration 92Q: 3 clusters Score -952327.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -952331.375000 Penalty: 4476.685547
	Iteration 93Q: 3 clusters Score -952331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -952334.812500 Penalty: 4476.685547
	Iteration 94Q: 3 clusters Score -952334.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -952339.812500 Penalty: 4476.685547
	Iteration 95Q: 3 clusters Score -952339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -952345.062500 Penalty: 4476.685547
	Iteration 96Q: 3 clusters Score -952345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -952348.312500 Penalty: 4476.685547
	Iteration 97Q: 3 clusters Score -952348.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -952354.687500 Penalty: 4476.685547
	Iteration 98Q: 3 clusters Score -952354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -952361.250000 Penalty: 4476.685547
	Iteration 99Q: 3 clusters Score -952361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -952366.562500 Penalty: 4476.685547
	Iteration 100F: 3 clusters Score -952366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -952370.687500 Penalty: 4476.685547
	Iteration 101Q: 3 clusters Score -952370.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -952372.437500 Penalty: 4476.685547
	Iteration 102Q: 3 clusters Score -952372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -952372.812500 Penalty: 4476.685547
	Iteration 103Q: 3 clusters Score -952372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -952376.812500 Penalty: 4476.685547
	Iteration 104Q: 3 clusters Score -952376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -952377.000000 Penalty: 4476.685547
	Iteration 105Q: 3 clusters Score -952377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -952379.000000 Penalty: 4476.685547
	Iteration 106Q: 3 clusters Score -952379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -952379.750000 Penalty: 4476.685547
	Iteration 107Q: 3 clusters Score -952379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -952381.125000 Penalty: 4476.685547
	Iteration 108Q: 3 clusters Score -952381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -952382.375000 Penalty: 4476.685547
	Iteration 109Q: 3 clusters Score -952382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -952381.187500 Penalty: 4476.685547
	Iteration 110Q: 3 clusters Score -952381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -952382.562500 Penalty: 4476.685547
	Iteration 111Q: 3 clusters Score -952382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -952382.562500 Penalty: 4476.685547
	Iteration 112F: 3 clusters Score -952382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Entering Unmasked Estep 
Score: -5743091.500000 Penalty: 2674.639160
	Iteration 0F: 2 clusters Score -5743092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5710419.500000 Penalty: 5349.278320
	Iteration 0F: 3 clusters Score -5710420 nChanged 22399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5722977.000000 Penalty: 5349.278320
	Iteration 1F: 3 clusters Score -5722977 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5723584.000000 Penalty: 5349.278320
	Iteration 2Q: 3 clusters Score -5723584 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5724240.000000 Penalty: 5349.278320
	Iteration 3Q: 3 clusters Score -5724240 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5724933.500000 Penalty: 5349.278320
	Iteration 4Q: 3 clusters Score -5724934 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5725855.500000 Penalty: 5349.278320
	Iteration 5Q: 3 clusters Score -5725856 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5727210.000000 Penalty: 5349.278320
	Iteration 6F: 3 clusters Score -5727210 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5729094.500000 Penalty: 5349.278320
	Iteration 7F: 3 clusters Score -5729094 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5731816.500000 Penalty: 5349.278320
	Iteration 8F: 3 clusters Score -5731816 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5734661.000000 Penalty: 5349.278320
	Iteration 9F: 3 clusters Score -5734661 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5737026.500000 Penalty: 5349.278320
	Iteration 10F: 3 clusters Score -5737026 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5738496.500000 Penalty: 5349.278320
	Iteration 11Q: 3 clusters Score -5738496 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -5739283.000000 Penalty: 5349.278320
	Iteration 12Q: 3 clusters Score -5739283 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5739734.500000 Penalty: 5349.278320
	Iteration 13Q: 3 clusters Score -5739734 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -5740037.000000 Penalty: 5349.278320
	Iteration 14Q: 3 clusters Score -5740037 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5740253.500000 Penalty: 5349.278320
	Iteration 15Q: 3 clusters Score -5740254 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5740470.000000 Penalty: 5349.278320
	Iteration 16Q: 3 clusters Score -5740470 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5740594.000000 Penalty: 5349.278320
	Iteration 17Q: 3 clusters Score -5740594 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5740708.000000 Penalty: 5349.278320
	Iteration 18Q: 3 clusters Score -5740708 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5740785.000000 Penalty: 5349.278320
	Iteration 19Q: 3 clusters Score -5740785 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5740852.000000 Penalty: 5349.278320
	Iteration 20F: 3 clusters Score -5740852 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5740907.000000 Penalty: 5349.278320
	Iteration 21Q: 3 clusters Score -5740907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5740954.500000 Penalty: 5349.278320
	Iteration 22Q: 3 clusters Score -5740954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5740974.500000 Penalty: 5349.278320
	Iteration 23Q: 3 clusters Score -5740974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5740986.500000 Penalty: 5349.278320
	Iteration 24Q: 3 clusters Score -5740986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5741012.000000 Penalty: 5349.278320
	Iteration 25Q: 3 clusters Score -5741012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5741033.000000 Penalty: 5349.278320
	Iteration 26Q: 3 clusters Score -5741033 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5741055.000000 Penalty: 5349.278320
	Iteration 27Q: 3 clusters Score -5741055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5741076.500000 Penalty: 5349.278320
	Iteration 28Q: 3 clusters Score -5741076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5741083.000000 Penalty: 5349.278320
	Iteration 29Q: 3 clusters Score -5741083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5741111.500000 Penalty: 5349.278320
	Iteration 30Q: 3 clusters Score -5741112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5741123.500000 Penalty: 5349.278320
	Iteration 31Q: 3 clusters Score -5741124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5741128.000000 Penalty: 5349.278320
	Iteration 32Q: 3 clusters Score -5741128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5741128.500000 Penalty: 5349.278320
	Iteration 33Q: 3 clusters Score -5741128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5741127.500000 Penalty: 5349.278320
	Iteration 34Q: 3 clusters Score -5741128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5741144.000000 Penalty: 5349.278320
	Iteration 35Q: 3 clusters Score -5741144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5741152.500000 Penalty: 5349.278320
	Iteration 36Q: 3 clusters Score -5741152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5741155.000000 Penalty: 5349.278320
	Iteration 37Q: 3 clusters Score -5741155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5741151.000000 Penalty: 5349.278320
	Iteration 38Q: 3 clusters Score -5741151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5741152.000000 Penalty: 5349.278320
	Iteration 39Q: 3 clusters Score -5741152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5741145.000000 Penalty: 5349.278320
	Iteration 40F: 3 clusters Score -5741145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5741139.000000 Penalty: 5349.278320
	Iteration 41Q: 3 clusters Score -5741139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5741146.500000 Penalty: 5349.278320
	Iteration 42Q: 3 clusters Score -5741146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5741160.500000 Penalty: 5349.278320
	Iteration 43Q: 3 clusters Score -5741160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5741155.500000 Penalty: 5349.278320
	Iteration 44Q: 3 clusters Score -5741156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5741154.500000 Penalty: 5349.278320
	Iteration 45Q: 3 clusters Score -5741154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5741152.000000 Penalty: 5349.278320
	Iteration 46Q: 3 clusters Score -5741152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5741163.000000 Penalty: 5349.278320
	Iteration 47Q: 3 clusters Score -5741163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5741157.500000 Penalty: 5349.278320
	Iteration 48Q: 3 clusters Score -5741158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5741155.500000 Penalty: 5349.278320
	Iteration 49Q: 3 clusters Score -5741156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5741170.500000 Penalty: 5349.278320
	Iteration 50Q: 3 clusters Score -5741170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5741181.500000 Penalty: 5349.278320
	Iteration 51Q: 3 clusters Score -5741182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5741193.000000 Penalty: 5349.278320
	Iteration 52Q: 3 clusters Score -5741193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5741193.500000 Penalty: 5349.278320
	Iteration 53Q: 3 clusters Score -5741194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5741193.500000 Penalty: 5349.278320
	Iteration 54Q: 3 clusters Score -5741194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5741206.000000 Penalty: 5349.278320
	Iteration 55Q: 3 clusters Score -5741206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5741202.000000 Penalty: 5349.278320
	Iteration 56Q: 3 clusters Score -5741202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5741200.500000 Penalty: 5349.278320
	Iteration 57Q: 3 clusters Score -5741200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5741195.500000 Penalty: 5349.278320
	Iteration 58Q: 3 clusters Score -5741196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5741195.500000 Penalty: 5349.278320
	Iteration 59Q: 3 clusters Score -5741196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5741199.000000 Penalty: 5349.278320
	Iteration 60F: 3 clusters Score -5741199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5741194.500000 Penalty: 5349.278320
	Iteration 61Q: 3 clusters Score -5741194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5741194.500000 Penalty: 5349.278320
	Iteration 62F: 3 clusters Score -5741194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (222706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222706 members 
Entering Unmasked Estep 
Score: -26180006.000000 Penalty: 3053.774902
	Iteration 0F: 2 clusters Score -2.618001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -26035940.000000 Penalty: 6107.549805
	Iteration 0F: 3 clusters Score -2.603594e+07 nChanged 107165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -26099062.000000 Penalty: 6107.549805
	Iteration 1F: 3 clusters Score -2.609906e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -26100834.000000 Penalty: 6107.549805
	Iteration 2Q: 3 clusters Score -2.610083e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 122641 members 
Entering Unmasked Estep 
Score: -26104186.000000 Penalty: 6107.549805
	Iteration 3Q: 3 clusters Score -2.610419e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -26109130.000000 Penalty: 6107.549805
	Iteration 4Q: 3 clusters Score -2.610913e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -26117638.000000 Penalty: 6107.549805
	Iteration 5F: 3 clusters Score -2.611764e+07 nChanged 16843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -26129870.000000 Penalty: 6107.549805
	Iteration 6F: 3 clusters Score -2.612987e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -26143898.000000 Penalty: 6107.549805
	Iteration 7F: 3 clusters Score -2.61439e+07 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 177239 members 
Entering Unmasked Estep 
Score: -26156798.000000 Penalty: 6107.549805
	Iteration 8F: 3 clusters Score -2.61568e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 185736 members 
Entering Unmasked Estep 
Score: -26164750.000000 Penalty: 6107.549805
	Iteration 9Q: 3 clusters Score -2.616475e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 191556 members 
Entering Unmasked Estep 
Score: -26168970.000000 Penalty: 6107.549805
	Iteration 10Q: 3 clusters Score -2.616897e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 195968 members 
Entering Unmasked Estep 
Score: -26171312.000000 Penalty: 6107.549805
	Iteration 11Q: 3 clusters Score -2.617131e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 199769 members 
Entering Unmasked Estep 
Score: -26172756.000000 Penalty: 6107.549805
	Iteration 12Q: 3 clusters Score -2.617276e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 203120 members 
Entering Unmasked Estep 
Score: -26173982.000000 Penalty: 6107.549805
	Iteration 13Q: 3 clusters Score -2.617398e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 206042 members 
Entering Unmasked Estep 
Score: -26174816.000000 Penalty: 6107.549805
	Iteration 14Q: 3 clusters Score -2.617482e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 208518 members 
Entering Unmasked Estep 
Score: -26175162.000000 Penalty: 6107.549805
	Iteration 15Q: 3 clusters Score -2.617516e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 210633 members 
Entering Unmasked Estep 
Score: -26175794.000000 Penalty: 6107.549805
	Iteration 16Q: 3 clusters Score -2.617579e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 212496 members 
Entering Unmasked Estep 
Score: -26176346.000000 Penalty: 6107.549805
	Iteration 17Q: 3 clusters Score -2.617635e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -26176748.000000 Penalty: 6107.549805
	Iteration 18Q: 3 clusters Score -2.617675e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 215137 members 
Entering Unmasked Estep 
Score: -26177008.000000 Penalty: 6107.549805
	Iteration 19Q: 3 clusters Score -2.617701e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 216120 members 
Entering Unmasked Estep 
Score: -26177122.000000 Penalty: 6107.549805
	Iteration 20F: 3 clusters Score -2.617712e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 216919 members 
Entering Unmasked Estep 
Score: -26177468.000000 Penalty: 6107.549805
	Iteration 21Q: 3 clusters Score -2.617747e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 217561 members 
Entering Unmasked Estep 
Score: -26177564.000000 Penalty: 6107.549805
	Iteration 22Q: 3 clusters Score -2.617756e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 218088 members 
Entering Unmasked Estep 
Score: -26177628.000000 Penalty: 6107.549805
	Iteration 23Q: 3 clusters Score -2.617763e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 218533 members 
Entering Unmasked Estep 
Score: -26177634.000000 Penalty: 6107.549805
	Iteration 24Q: 3 clusters Score -2.617763e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 218913 members 
Entering Unmasked Estep 
Score: -26177732.000000 Penalty: 6107.549805
	Iteration 25Q: 3 clusters Score -2.617773e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 219203 members 
Entering Unmasked Estep 
Score: -26177796.000000 Penalty: 6107.549805
	Iteration 26Q: 3 clusters Score -2.61778e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 219456 members 
Entering Unmasked Estep 
Score: -26177800.000000 Penalty: 6107.549805
	Iteration 27Q: 3 clusters Score -2.61778e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 219671 members 
Entering Unmasked Estep 
Score: -26177860.000000 Penalty: 6107.549805
	Iteration 28Q: 3 clusters Score -2.617786e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 219842 members 
Entering Unmasked Estep 
Score: -26177812.000000 Penalty: 6107.549805
	Iteration 29Q: 3 clusters Score -2.617781e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 219981 members 
Entering Unmasked Estep 
Score: -26177890.000000 Penalty: 6107.549805
	Iteration 30Q: 3 clusters Score -2.617789e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 220109 members 
Entering Unmasked Estep 
Score: -26177880.000000 Penalty: 6107.549805
	Iteration 31Q: 3 clusters Score -2.617788e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 220204 members 
Entering Unmasked Estep 
Score: -26177874.000000 Penalty: 6107.549805
	Iteration 32Q: 3 clusters Score -2.617787e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 220288 members 
Entering Unmasked Estep 
Score: -26177900.000000 Penalty: 6107.549805
	Iteration 33Q: 3 clusters Score -2.61779e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 220354 members 
Entering Unmasked Estep 
Score: -26177934.000000 Penalty: 6107.549805
	Iteration 34Q: 3 clusters Score -2.617793e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 220419 members 
Entering Unmasked Estep 
Score: -26177938.000000 Penalty: 6107.549805
	Iteration 35Q: 3 clusters Score -2.617794e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 220474 members 
Entering Unmasked Estep 
Score: -26177950.000000 Penalty: 6107.549805
	Iteration 36Q: 3 clusters Score -2.617795e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 220523 members 
Entering Unmasked Estep 
Score: -26178030.000000 Penalty: 6107.549805
	Iteration 37Q: 3 clusters Score -2.617803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 220570 members 
Entering Unmasked Estep 
Score: -26178028.000000 Penalty: 6107.549805
	Iteration 38Q: 3 clusters Score -2.617803e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 220620 members 
Entering Unmasked Estep 
Score: -26178026.000000 Penalty: 6107.549805
	Iteration 39Q: 3 clusters Score -2.617803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 220668 members 
Entering Unmasked Estep 
Score: -26178046.000000 Penalty: 6107.549805
	Iteration 40F: 3 clusters Score -2.617805e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 220704 members 
Entering Unmasked Estep 
Score: -26178038.000000 Penalty: 6107.549805
	Iteration 41Q: 3 clusters Score -2.617804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 220730 members 
Entering Unmasked Estep 
Score: -26178028.000000 Penalty: 6107.549805
	Iteration 42Q: 3 clusters Score -2.617803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 220752 members 
Entering Unmasked Estep 
Score: -26178032.000000 Penalty: 6107.549805
	Iteration 43Q: 3 clusters Score -2.617803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 220779 members 
Entering Unmasked Estep 
Score: -26178036.000000 Penalty: 6107.549805
	Iteration 44Q: 3 clusters Score -2.617804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 220804 members 
Entering Unmasked Estep 
Score: -26178034.000000 Penalty: 6107.549805
	Iteration 45Q: 3 clusters Score -2.617803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 220824 members 
Entering Unmasked Estep 
Score: -26178060.000000 Penalty: 6107.549805
	Iteration 46Q: 3 clusters Score -2.617806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 220844 members 
Entering Unmasked Estep 
Score: -26178060.000000 Penalty: 6107.549805
	Iteration 47Q: 3 clusters Score -2.617806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 220862 members 
Entering Unmasked Estep 
Score: -26178052.000000 Penalty: 6107.549805
	Iteration 48Q: 3 clusters Score -2.617805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 220877 members 
Entering Unmasked Estep 
Score: -26178072.000000 Penalty: 6107.549805
	Iteration 49Q: 3 clusters Score -2.617807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 220887 members 
Entering Unmasked Estep 
Score: -26178062.000000 Penalty: 6107.549805
	Iteration 50Q: 3 clusters Score -2.617806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 220901 members 
Entering Unmasked Estep 
Score: -26178078.000000 Penalty: 6107.549805
	Iteration 51Q: 3 clusters Score -2.617808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 220911 members 
Entering Unmasked Estep 
Score: -26178072.000000 Penalty: 6107.549805
	Iteration 52Q: 3 clusters Score -2.617807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 220922 members 
Entering Unmasked Estep 
Score: -26178078.000000 Penalty: 6107.549805
	Iteration 53Q: 3 clusters Score -2.617808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 220934 members 
Entering Unmasked Estep 
Score: -26178068.000000 Penalty: 6107.549805
	Iteration 54Q: 3 clusters Score -2.617807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 220945 members 
Entering Unmasked Estep 
Score: -26178064.000000 Penalty: 6107.549805
	Iteration 55Q: 3 clusters Score -2.617806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 220958 members 
Entering Unmasked Estep 
Score: -26178078.000000 Penalty: 6107.549805
	Iteration 56Q: 3 clusters Score -2.617808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 220970 members 
Entering Unmasked Estep 
Score: -26178090.000000 Penalty: 6107.549805
	Iteration 57Q: 3 clusters Score -2.617809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 220984 members 
Entering Unmasked Estep 
Score: -26178094.000000 Penalty: 6107.549805
	Iteration 58Q: 3 clusters Score -2.617809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 220995 members 
Entering Unmasked Estep 
Score: -26178092.000000 Penalty: 6107.549805
	Iteration 59Q: 3 clusters Score -2.617809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 221004 members 
Entering Unmasked Estep 
Score: -26178098.000000 Penalty: 6107.549805
	Iteration 60F: 3 clusters Score -2.61781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 221012 members 
Entering Unmasked Estep 
Score: -26178110.000000 Penalty: 6107.549805
	Iteration 61Q: 3 clusters Score -2.617811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 221016 members 
Entering Unmasked Estep 
Score: -26178092.000000 Penalty: 6107.549805
	Iteration 62Q: 3 clusters Score -2.617809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 221020 members 
Entering Unmasked Estep 
Score: -26178092.000000 Penalty: 6107.549805
	Iteration 63Q: 3 clusters Score -2.617809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 221025 members 
Entering Unmasked Estep 
Score: -26178084.000000 Penalty: 6107.549805
	Iteration 64Q: 3 clusters Score -2.617808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 221027 members 
Entering Unmasked Estep 
Score: -26178100.000000 Penalty: 6107.549805
	Iteration 65Q: 3 clusters Score -2.61781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 221029 members 
Entering Unmasked Estep 
Score: -26178112.000000 Penalty: 6107.549805
	Iteration 66Q: 3 clusters Score -2.617811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 221030 members 
Entering Unmasked Estep 
Score: -26178114.000000 Penalty: 6107.549805
	Iteration 67Q: 3 clusters Score -2.617811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 221030 members 
Entering Unmasked Estep 
Score: -26178114.000000 Penalty: 6107.549805
	Iteration 68F: 3 clusters Score -2.617811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Entering Unmasked Estep 
Score: -2269512.500000 Penalty: 2450.192627
	Iteration 0F: 2 clusters Score -2269512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2255648.000000 Penalty: 4900.385254
	Iteration 0F: 3 clusters Score -2255648 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2260459.000000 Penalty: 4900.385254
	Iteration 1F: 3 clusters Score -2260459 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2260989.500000 Penalty: 4900.385254
	Iteration 2F: 3 clusters Score -2260990 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2261511.000000 Penalty: 4900.385254
	Iteration 3F: 3 clusters Score -2261511 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2262044.500000 Penalty: 4900.385254
	Iteration 4F: 3 clusters Score -2262044 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2262654.000000 Penalty: 4900.385254
	Iteration 5F: 3 clusters Score -2262654 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2263285.000000 Penalty: 4900.385254
	Iteration 6F: 3 clusters Score -2263285 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2263891.000000 Penalty: 4900.385254
	Iteration 7F: 3 clusters Score -2263891 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2264498.000000 Penalty: 4900.385254
	Iteration 8Q: 3 clusters Score -2264498 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2265039.000000 Penalty: 4900.385254
	Iteration 9Q: 3 clusters Score -2265039 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2265553.000000 Penalty: 4900.385254
	Iteration 10Q: 3 clusters Score -2265553 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2266003.500000 Penalty: 4900.385254
	Iteration 11Q: 3 clusters Score -2266004 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2266349.750000 Penalty: 4900.385254
	Iteration 12Q: 3 clusters Score -2266350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2266634.000000 Penalty: 4900.385254
	Iteration 13Q: 3 clusters Score -2266634 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2266838.750000 Penalty: 4900.385254
	Iteration 14Q: 3 clusters Score -2266839 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2266998.750000 Penalty: 4900.385254
	Iteration 15Q: 3 clusters Score -2266999 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2267125.000000 Penalty: 4900.385254
	Iteration 16Q: 3 clusters Score -2267125 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2267210.750000 Penalty: 4900.385254
	Iteration 17Q: 3 clusters Score -2267211 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2267278.500000 Penalty: 4900.385254
	Iteration 18Q: 3 clusters Score -2267278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2267337.250000 Penalty: 4900.385254
	Iteration 19Q: 3 clusters Score -2267337 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2267374.000000 Penalty: 4900.385254
	Iteration 20F: 3 clusters Score -2267374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2267407.000000 Penalty: 4900.385254
	Iteration 21Q: 3 clusters Score -2267407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2267424.750000 Penalty: 4900.385254
	Iteration 22Q: 3 clusters Score -2267425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2267433.000000 Penalty: 4900.385254
	Iteration 23Q: 3 clusters Score -2267433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2267460.000000 Penalty: 4900.385254
	Iteration 24Q: 3 clusters Score -2267460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2267477.750000 Penalty: 4900.385254
	Iteration 25Q: 3 clusters Score -2267478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2267482.000000 Penalty: 4900.385254
	Iteration 26Q: 3 clusters Score -2267482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2267497.000000 Penalty: 4900.385254
	Iteration 27Q: 3 clusters Score -2267497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2267496.500000 Penalty: 4900.385254
	Iteration 28Q: 3 clusters Score -2267496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2267505.250000 Penalty: 4900.385254
	Iteration 29Q: 3 clusters Score -2267505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2267508.250000 Penalty: 4900.385254
	Iteration 30Q: 3 clusters Score -2267508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2267516.250000 Penalty: 4900.385254
	Iteration 31Q: 3 clusters Score -2267516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2267521.750000 Penalty: 4900.385254
	Iteration 32Q: 3 clusters Score -2267522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2267522.500000 Penalty: 4900.385254
	Iteration 33Q: 3 clusters Score -2267522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2267524.750000 Penalty: 4900.385254
	Iteration 34Q: 3 clusters Score -2267525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2267523.500000 Penalty: 4900.385254
	Iteration 35Q: 3 clusters Score -2267524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2267527.750000 Penalty: 4900.385254
	Iteration 36Q: 3 clusters Score -2267528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2267527.250000 Penalty: 4900.385254
	Iteration 37Q: 3 clusters Score -2267527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2267527.250000 Penalty: 4900.385254
	Iteration 38Q: 3 clusters Score -2267527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2267528.000000 Penalty: 4900.385254
	Iteration 39Q: 3 clusters Score -2267528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2267528.000000 Penalty: 4900.385254
	Iteration 40F: 3 clusters Score -2267528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -222239.781250 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -222239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -219651.750000 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -219651.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -220067.296875 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -220067.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -220166.906250 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -220166.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -220225.687500 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -220225.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -220266.625000 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -220266.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -220296.843750 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -220296.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220319.078125 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -220319.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220330.296875 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -220330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220336.671875 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -220336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -220340.671875 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -220340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220347.406250 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -220347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220351.484375 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -220351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220356.046875 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -220356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220359.296875 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -220359.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220365.203125 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -220365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220371.421875 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -220371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220379.000000 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -220379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220381.718750 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -220381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220383.906250 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -220383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220385.921875 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -220385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220389.484375 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -220389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220392.453125 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -220392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220394.125000 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -220394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220395.109375 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -220395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -220395.609375 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -220395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -220395.859375 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -220395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -220396.609375 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -220396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220396.734375 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -220396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220399.046875 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -220399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220400.375000 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -220400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220400.593750 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -220400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220400.593750 Penalty: 3753.916260
	Iteration 31F: 3 clusters Score -220400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (338493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338493 members 
Entering Unmasked Estep 
Score: -39519192.000000 Penalty: 3157.600098
	Iteration 0F: 2 clusters Score -3.951919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169261 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -39311556.000000 Penalty: 6315.200195
	Iteration 0F: 3 clusters Score -3.931156e+07 nChanged 163967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173292 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -39410068.000000 Penalty: 6315.200195
	Iteration 1F: 3 clusters Score -3.941007e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176474 members 
Mstep: Class 2 contains 162019 members 
Entering Unmasked Estep 
Score: -39413828.000000 Penalty: 6315.200195
	Iteration 2Q: 3 clusters Score -3.941383e+07 nChanged 14887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181703 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -39420240.000000 Penalty: 6315.200195
	Iteration 3Q: 3 clusters Score -3.942024e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189801 members 
Mstep: Class 2 contains 148692 members 
Entering Unmasked Estep 
Score: -39430392.000000 Penalty: 6315.200195
	Iteration 4F: 3 clusters Score -3.943039e+07 nChanged 22607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201398 members 
Mstep: Class 2 contains 137095 members 
Entering Unmasked Estep 
Score: -39444648.000000 Penalty: 6315.200195
	Iteration 5F: 3 clusters Score -3.944465e+07 nChanged 24800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215510 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -39463956.000000 Penalty: 6315.200195
	Iteration 6F: 3 clusters Score -3.946396e+07 nChanged 23486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228936 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -39483564.000000 Penalty: 6315.200195
	Iteration 7F: 3 clusters Score -3.948356e+07 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239076 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -39496372.000000 Penalty: 6315.200195
	Iteration 8F: 3 clusters Score -3.949637e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247052 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -39502900.000000 Penalty: 6315.200195
	Iteration 9Q: 3 clusters Score -3.95029e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254295 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -39507268.000000 Penalty: 6315.200195
	Iteration 10Q: 3 clusters Score -3.950727e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261160 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -39510844.000000 Penalty: 6315.200195
	Iteration 11Q: 3 clusters Score -3.951084e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267440 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -39514220.000000 Penalty: 6315.200195
	Iteration 12Q: 3 clusters Score -3.951422e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273168 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -39516700.000000 Penalty: 6315.200195
	Iteration 13Q: 3 clusters Score -3.95167e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278351 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -39518940.000000 Penalty: 6315.200195
	Iteration 14Q: 3 clusters Score -3.951894e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283108 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -39521212.000000 Penalty: 6315.200195
	Iteration 15Q: 3 clusters Score -3.952121e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287391 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -39522832.000000 Penalty: 6315.200195
	Iteration 16Q: 3 clusters Score -3.952283e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291200 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -39524300.000000 Penalty: 6315.200195
	Iteration 17Q: 3 clusters Score -3.95243e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294649 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -39525456.000000 Penalty: 6315.200195
	Iteration 18Q: 3 clusters Score -3.952546e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297736 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -39526784.000000 Penalty: 6315.200195
	Iteration 19Q: 3 clusters Score -3.952678e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300701 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -39527884.000000 Penalty: 6315.200195
	Iteration 20F: 3 clusters Score -3.952788e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303629 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -39528632.000000 Penalty: 6315.200195
	Iteration 21Q: 3 clusters Score -3.952863e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306485 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -39529396.000000 Penalty: 6315.200195
	Iteration 22Q: 3 clusters Score -3.95294e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309370 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -39529752.000000 Penalty: 6315.200195
	Iteration 23Q: 3 clusters Score -3.952975e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312156 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -39529604.000000 Penalty: 6315.200195
	Iteration 24Q: 3 clusters Score -3.95296e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314768 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -39529316.000000 Penalty: 6315.200195
	Iteration 25Q: 3 clusters Score -3.952932e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317214 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -39529016.000000 Penalty: 6315.200195
	Iteration 26Q: 3 clusters Score -3.952902e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319412 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -39528412.000000 Penalty: 6315.200195
	Iteration 27Q: 3 clusters Score -3.952841e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321340 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -39527904.000000 Penalty: 6315.200195
	Iteration 28Q: 3 clusters Score -3.95279e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323089 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -39527004.000000 Penalty: 6315.200195
	Iteration 29Q: 3 clusters Score -3.9527e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324678 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -39526228.000000 Penalty: 6315.200195
	Iteration 30Q: 3 clusters Score -3.952623e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326051 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -39525720.000000 Penalty: 6315.200195
	Iteration 31Q: 3 clusters Score -3.952572e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327253 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -39525172.000000 Penalty: 6315.200195
	Iteration 32Q: 3 clusters Score -3.952517e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328306 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -39524604.000000 Penalty: 6315.200195
	Iteration 33Q: 3 clusters Score -3.95246e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329199 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -39524116.000000 Penalty: 6315.200195
	Iteration 34Q: 3 clusters Score -3.952412e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329973 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -39523704.000000 Penalty: 6315.200195
	Iteration 35Q: 3 clusters Score -3.95237e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330675 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -39523200.000000 Penalty: 6315.200195
	Iteration 36Q: 3 clusters Score -3.95232e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331332 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -39522764.000000 Penalty: 6315.200195
	Iteration 37Q: 3 clusters Score -3.952276e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331895 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -39522336.000000 Penalty: 6315.200195
	Iteration 38Q: 3 clusters Score -3.952234e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332411 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -39522016.000000 Penalty: 6315.200195
	Iteration 39Q: 3 clusters Score -3.952202e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332900 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -39521696.000000 Penalty: 6315.200195
	Iteration 40F: 3 clusters Score -3.95217e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333339 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -39521396.000000 Penalty: 6315.200195
	Iteration 41Q: 3 clusters Score -3.95214e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333763 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -39521040.000000 Penalty: 6315.200195
	Iteration 42Q: 3 clusters Score -3.952104e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334146 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -39520760.000000 Penalty: 6315.200195
	Iteration 43Q: 3 clusters Score -3.952076e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334483 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -39520548.000000 Penalty: 6315.200195
	Iteration 44Q: 3 clusters Score -3.952055e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334783 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -39520276.000000 Penalty: 6315.200195
	Iteration 45Q: 3 clusters Score -3.952028e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335045 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -39520072.000000 Penalty: 6315.200195
	Iteration 46Q: 3 clusters Score -3.952007e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335287 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -39519888.000000 Penalty: 6315.200195
	Iteration 47Q: 3 clusters Score -3.951989e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335499 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -39519672.000000 Penalty: 6315.200195
	Iteration 48Q: 3 clusters Score -3.951967e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335682 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -39519576.000000 Penalty: 6315.200195
	Iteration 49Q: 3 clusters Score -3.951958e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335838 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -39519352.000000 Penalty: 6315.200195
	Iteration 50Q: 3 clusters Score -3.951935e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335989 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -39519260.000000 Penalty: 6315.200195
	Iteration 51Q: 3 clusters Score -3.951926e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336126 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -39519112.000000 Penalty: 6315.200195
	Iteration 52Q: 3 clusters Score -3.951911e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336243 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -39518980.000000 Penalty: 6315.200195
	Iteration 53Q: 3 clusters Score -3.951898e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336354 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -39518792.000000 Penalty: 6315.200195
	Iteration 54Q: 3 clusters Score -3.951879e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336454 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -39518732.000000 Penalty: 6315.200195
	Iteration 55Q: 3 clusters Score -3.951873e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336547 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -39518672.000000 Penalty: 6315.200195
	Iteration 56Q: 3 clusters Score -3.951867e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336630 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -39518672.000000 Penalty: 6315.200195
	Iteration 57Q: 3 clusters Score -3.951867e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336697 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -39518552.000000 Penalty: 6315.200195
	Iteration 58Q: 3 clusters Score -3.951855e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336764 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -39518500.000000 Penalty: 6315.200195
	Iteration 59Q: 3 clusters Score -3.95185e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336822 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -39518464.000000 Penalty: 6315.200195
	Iteration 60F: 3 clusters Score -3.951846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336861 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -39518436.000000 Penalty: 6315.200195
	Iteration 61Q: 3 clusters Score -3.951844e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336899 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -39518396.000000 Penalty: 6315.200195
	Iteration 62Q: 3 clusters Score -3.95184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336928 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -39518360.000000 Penalty: 6315.200195
	Iteration 63Q: 3 clusters Score -3.951836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336957 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -39518300.000000 Penalty: 6315.200195
	Iteration 64Q: 3 clusters Score -3.95183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336987 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -39518304.000000 Penalty: 6315.200195
	Iteration 65Q: 3 clusters Score -3.95183e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337014 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -39518276.000000 Penalty: 6315.200195
	Iteration 66Q: 3 clusters Score -3.951828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337040 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -39518264.000000 Penalty: 6315.200195
	Iteration 67Q: 3 clusters Score -3.951826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337060 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -39518288.000000 Penalty: 6315.200195
	Iteration 68Q: 3 clusters Score -3.951829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337079 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -39518256.000000 Penalty: 6315.200195
	Iteration 69Q: 3 clusters Score -3.951826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337092 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -39518244.000000 Penalty: 6315.200195
	Iteration 70Q: 3 clusters Score -3.951824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337107 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -39518212.000000 Penalty: 6315.200195
	Iteration 71Q: 3 clusters Score -3.951821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337117 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -39518172.000000 Penalty: 6315.200195
	Iteration 72Q: 3 clusters Score -3.951817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337126 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -39518176.000000 Penalty: 6315.200195
	Iteration 73Q: 3 clusters Score -3.951818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337135 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -39518152.000000 Penalty: 6315.200195
	Iteration 74Q: 3 clusters Score -3.951815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337146 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -39518148.000000 Penalty: 6315.200195
	Iteration 75Q: 3 clusters Score -3.951815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337155 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -39518156.000000 Penalty: 6315.200195
	Iteration 76Q: 3 clusters Score -3.951816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337165 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -39518132.000000 Penalty: 6315.200195
	Iteration 77Q: 3 clusters Score -3.951813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337177 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -39518148.000000 Penalty: 6315.200195
	Iteration 78Q: 3 clusters Score -3.951815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337183 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -39518128.000000 Penalty: 6315.200195
	Iteration 79Q: 3 clusters Score -3.951813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337190 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -39518148.000000 Penalty: 6315.200195
	Iteration 80F: 3 clusters Score -3.951815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337194 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -39518112.000000 Penalty: 6315.200195
	Iteration 81Q: 3 clusters Score -3.951811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337200 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -39518084.000000 Penalty: 6315.200195
	Iteration 82Q: 3 clusters Score -3.951808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337211 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -39518080.000000 Penalty: 6315.200195
	Iteration 83Q: 3 clusters Score -3.951808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337219 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -39518068.000000 Penalty: 6315.200195
	Iteration 84Q: 3 clusters Score -3.951807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337227 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -39518072.000000 Penalty: 6315.200195
	Iteration 85Q: 3 clusters Score -3.951807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337235 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -39518068.000000 Penalty: 6315.200195
	Iteration 86Q: 3 clusters Score -3.951807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337245 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -39518072.000000 Penalty: 6315.200195
	Iteration 87Q: 3 clusters Score -3.951807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337252 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -39518040.000000 Penalty: 6315.200195
	Iteration 88Q: 3 clusters Score -3.951804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337260 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -39518036.000000 Penalty: 6315.200195
	Iteration 89Q: 3 clusters Score -3.951804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337270 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -39518020.000000 Penalty: 6315.200195
	Iteration 90Q: 3 clusters Score -3.951802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337276 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -39518004.000000 Penalty: 6315.200195
	Iteration 91Q: 3 clusters Score -3.9518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337287 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -39517996.000000 Penalty: 6315.200195
	Iteration 92Q: 3 clusters Score -3.9518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337297 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -39517972.000000 Penalty: 6315.200195
	Iteration 93Q: 3 clusters Score -3.951797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337304 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -39517988.000000 Penalty: 6315.200195
	Iteration 94Q: 3 clusters Score -3.951799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337311 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -39517996.000000 Penalty: 6315.200195
	Iteration 95Q: 3 clusters Score -3.9518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337317 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -39518004.000000 Penalty: 6315.200195
	Iteration 96Q: 3 clusters Score -3.9518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337322 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -39517996.000000 Penalty: 6315.200195
	Iteration 97Q: 3 clusters Score -3.9518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337324 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -39517996.000000 Penalty: 6315.200195
	Iteration 98Q: 3 clusters Score -3.9518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337328 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -39518012.000000 Penalty: 6315.200195
	Iteration 99Q: 3 clusters Score -3.951801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337330 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -39517976.000000 Penalty: 6315.200195
	Iteration 100F: 3 clusters Score -3.951798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337336 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -39517972.000000 Penalty: 6315.200195
	Iteration 101Q: 3 clusters Score -3.951797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337342 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -39517928.000000 Penalty: 6315.200195
	Iteration 102Q: 3 clusters Score -3.951793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337353 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -39517932.000000 Penalty: 6315.200195
	Iteration 103Q: 3 clusters Score -3.951793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337360 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -39517932.000000 Penalty: 6315.200195
	Iteration 104Q: 3 clusters Score -3.951793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337367 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -39517912.000000 Penalty: 6315.200195
	Iteration 105Q: 3 clusters Score -3.951791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337373 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -39517892.000000 Penalty: 6315.200195
	Iteration 106Q: 3 clusters Score -3.951789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -39517908.000000 Penalty: 6315.200195
	Iteration 107Q: 3 clusters Score -3.951791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337385 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -39517912.000000 Penalty: 6315.200195
	Iteration 108Q: 3 clusters Score -3.951791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337394 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -39517892.000000 Penalty: 6315.200195
	Iteration 109Q: 3 clusters Score -3.951789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337402 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -39517912.000000 Penalty: 6315.200195
	Iteration 110Q: 3 clusters Score -3.951791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337407 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -39517896.000000 Penalty: 6315.200195
	Iteration 111Q: 3 clusters Score -3.95179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337413 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -39517892.000000 Penalty: 6315.200195
	Iteration 112Q: 3 clusters Score -3.951789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337418 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -39517892.000000 Penalty: 6315.200195
	Iteration 113Q: 3 clusters Score -3.951789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337421 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -39517912.000000 Penalty: 6315.200195
	Iteration 114Q: 3 clusters Score -3.951791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337424 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -39517892.000000 Penalty: 6315.200195
	Iteration 115Q: 3 clusters Score -3.951789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337425 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -39517880.000000 Penalty: 6315.200195
	Iteration 116Q: 3 clusters Score -3.951788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337427 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -39517904.000000 Penalty: 6315.200195
	Iteration 117Q: 3 clusters Score -3.95179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337429 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -39517888.000000 Penalty: 6315.200195
	Iteration 118Q: 3 clusters Score -3.951789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337429 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -39517888.000000 Penalty: 6315.200195
	Iteration 119F: 3 clusters Score -3.951789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -285501.312500 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -285501.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -282503.250000 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -282503.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283055.156250 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -283055.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -283180.812500 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -283180.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283239.125000 Penalty: 3897.693848
	Iteration 3Q: 3 clusters Score -283239.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283270.437500 Penalty: 3897.693848
	Iteration 4Q: 3 clusters Score -283270.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -283302.031250 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -283302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283335.968750 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -283336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283399.062500 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -283399.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283491.750000 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -283491.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283576.593750 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -283576.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283667.593750 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -283667.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -283741.218750 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -283741.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -283792.187500 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -283792.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -283844.375000 Penalty: 3897.693848
	Iteration 13Q: 3 clusters Score -283844.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -283917.843750 Penalty: 3897.693848
	Iteration 14Q: 3 clusters Score -283917.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -283970.718750 Penalty: 3897.693848
	Iteration 15Q: 3 clusters Score -283970.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -284019.500000 Penalty: 3897.693848
	Iteration 16Q: 3 clusters Score -284019.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -284054.531250 Penalty: 3897.693848
	Iteration 17Q: 3 clusters Score -284054.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -284079.531250 Penalty: 3897.693848
	Iteration 18Q: 3 clusters Score -284079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -284091.968750 Penalty: 3897.693848
	Iteration 19Q: 3 clusters Score -284092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -284099.656250 Penalty: 3897.693848
	Iteration 20F: 3 clusters Score -284099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -284104.125000 Penalty: 3897.693848
	Iteration 21Q: 3 clusters Score -284104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -284105.406250 Penalty: 3897.693848
	Iteration 22Q: 3 clusters Score -284105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -284107.843750 Penalty: 3897.693848
	Iteration 23Q: 3 clusters Score -284107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -284109.468750 Penalty: 3897.693848
	Iteration 24Q: 3 clusters Score -284109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -284111.062500 Penalty: 3897.693848
	Iteration 25Q: 3 clusters Score -284111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -284112.906250 Penalty: 3897.693848
	Iteration 26Q: 3 clusters Score -284112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -284114.062500 Penalty: 3897.693848
	Iteration 27Q: 3 clusters Score -284114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -284115.093750 Penalty: 3897.693848
	Iteration 28Q: 3 clusters Score -284115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -284116.562500 Penalty: 3897.693848
	Iteration 29Q: 3 clusters Score -284116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -284118.687500 Penalty: 3897.693848
	Iteration 30Q: 3 clusters Score -284118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -284119.750000 Penalty: 3897.693848
	Iteration 31Q: 3 clusters Score -284119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -284119.750000 Penalty: 3897.693848
	Iteration 32F: 3 clusters Score -284119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Entering Unmasked Estep 
Score: -5867693.500000 Penalty: 2682.201416
	Iteration 0F: 2 clusters Score -5867694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5833928.500000 Penalty: 5364.402832
	Iteration 0F: 3 clusters Score -5833928 nChanged 23184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5847069.000000 Penalty: 5364.402832
	Iteration 1F: 3 clusters Score -5847069 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5847693.000000 Penalty: 5364.402832
	Iteration 2Q: 3 clusters Score -5847693 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5848354.000000 Penalty: 5364.402832
	Iteration 3Q: 3 clusters Score -5848354 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5848936.000000 Penalty: 5364.402832
	Iteration 4Q: 3 clusters Score -5848936 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5849526.500000 Penalty: 5364.402832
	Iteration 5Q: 3 clusters Score -5849526 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5850113.000000 Penalty: 5364.402832
	Iteration 6Q: 3 clusters Score -5850113 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5850754.500000 Penalty: 5364.402832
	Iteration 7Q: 3 clusters Score -5850754 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -5851407.000000 Penalty: 5364.402832
	Iteration 8Q: 3 clusters Score -5851407 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5852309.000000 Penalty: 5364.402832
	Iteration 9Q: 3 clusters Score -5852309 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5853568.000000 Penalty: 5364.402832
	Iteration 10Q: 3 clusters Score -5853568 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5855132.500000 Penalty: 5364.402832
	Iteration 11Q: 3 clusters Score -5855132 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5856931.500000 Penalty: 5364.402832
	Iteration 12F: 3 clusters Score -5856932 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5858177.000000 Penalty: 5364.402832
	Iteration 13Q: 3 clusters Score -5858177 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5858836.000000 Penalty: 5364.402832
	Iteration 14Q: 3 clusters Score -5858836 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5859172.500000 Penalty: 5364.402832
	Iteration 15Q: 3 clusters Score -5859172 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -5859401.000000 Penalty: 5364.402832
	Iteration 16Q: 3 clusters Score -5859401 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5859626.500000 Penalty: 5364.402832
	Iteration 17Q: 3 clusters Score -5859626 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5859880.000000 Penalty: 5364.402832
	Iteration 18Q: 3 clusters Score -5859880 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -5860106.000000 Penalty: 5364.402832
	Iteration 19Q: 3 clusters Score -5860106 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5860374.500000 Penalty: 5364.402832
	Iteration 20F: 3 clusters Score -5860374 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -5860616.500000 Penalty: 5364.402832
	Iteration 21Q: 3 clusters Score -5860616 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5860911.000000 Penalty: 5364.402832
	Iteration 22Q: 3 clusters Score -5860911 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -5861236.000000 Penalty: 5364.402832
	Iteration 23Q: 3 clusters Score -5861236 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5861555.000000 Penalty: 5364.402832
	Iteration 24Q: 3 clusters Score -5861555 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5861891.500000 Penalty: 5364.402832
	Iteration 25Q: 3 clusters Score -5861892 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5862238.500000 Penalty: 5364.402832
	Iteration 26Q: 3 clusters Score -5862238 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -5862639.000000 Penalty: 5364.402832
	Iteration 27Q: 3 clusters Score -5862639 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -5862976.500000 Penalty: 5364.402832
	Iteration 28Q: 3 clusters Score -5862976 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5863296.500000 Penalty: 5364.402832
	Iteration 29Q: 3 clusters Score -5863296 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -5863631.500000 Penalty: 5364.402832
	Iteration 30Q: 3 clusters Score -5863632 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5863909.500000 Penalty: 5364.402832
	Iteration 31Q: 3 clusters Score -5863910 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5864181.000000 Penalty: 5364.402832
	Iteration 32Q: 3 clusters Score -5864181 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5864452.000000 Penalty: 5364.402832
	Iteration 33Q: 3 clusters Score -5864452 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5864636.000000 Penalty: 5364.402832
	Iteration 34Q: 3 clusters Score -5864636 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5864823.500000 Penalty: 5364.402832
	Iteration 35Q: 3 clusters Score -5864824 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5865033.500000 Penalty: 5364.402832
	Iteration 36Q: 3 clusters Score -5865034 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5865178.000000 Penalty: 5364.402832
	Iteration 37Q: 3 clusters Score -5865178 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5865327.500000 Penalty: 5364.402832
	Iteration 38Q: 3 clusters Score -5865328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5865435.000000 Penalty: 5364.402832
	Iteration 39Q: 3 clusters Score -5865435 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5865548.500000 Penalty: 5364.402832
	Iteration 40F: 3 clusters Score -5865548 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5865650.500000 Penalty: 5364.402832
	Iteration 41Q: 3 clusters Score -5865650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5865746.000000 Penalty: 5364.402832
	Iteration 42Q: 3 clusters Score -5865746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5865798.000000 Penalty: 5364.402832
	Iteration 43Q: 3 clusters Score -5865798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5865879.000000 Penalty: 5364.402832
	Iteration 44Q: 3 clusters Score -5865879 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5865922.500000 Penalty: 5364.402832
	Iteration 45Q: 3 clusters Score -5865922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5865939.000000 Penalty: 5364.402832
	Iteration 46Q: 3 clusters Score -5865939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5865973.000000 Penalty: 5364.402832
	Iteration 47Q: 3 clusters Score -5865973 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5866003.500000 Penalty: 5364.402832
	Iteration 48Q: 3 clusters Score -5866004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5866020.500000 Penalty: 5364.402832
	Iteration 49Q: 3 clusters Score -5866020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5866037.000000 Penalty: 5364.402832
	Iteration 50Q: 3 clusters Score -5866037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5866069.500000 Penalty: 5364.402832
	Iteration 51Q: 3 clusters Score -5866070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5866082.500000 Penalty: 5364.402832
	Iteration 52Q: 3 clusters Score -5866082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5866097.000000 Penalty: 5364.402832
	Iteration 53Q: 3 clusters Score -5866097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5866111.000000 Penalty: 5364.402832
	Iteration 54Q: 3 clusters Score -5866111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5866120.000000 Penalty: 5364.402832
	Iteration 55Q: 3 clusters Score -5866120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5866137.500000 Penalty: 5364.402832
	Iteration 56Q: 3 clusters Score -5866138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5866147.500000 Penalty: 5364.402832
	Iteration 57Q: 3 clusters Score -5866148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5866152.000000 Penalty: 5364.402832
	Iteration 58Q: 3 clusters Score -5866152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5866155.000000 Penalty: 5364.402832
	Iteration 59Q: 3 clusters Score -5866155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5866169.000000 Penalty: 5364.402832
	Iteration 60F: 3 clusters Score -5866169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5866169.500000 Penalty: 5364.402832
	Iteration 61Q: 3 clusters Score -5866170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5866166.500000 Penalty: 5364.402832
	Iteration 62Q: 3 clusters Score -5866166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5866161.500000 Penalty: 5364.402832
	Iteration 63Q: 3 clusters Score -5866162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5866170.000000 Penalty: 5364.402832
	Iteration 64Q: 3 clusters Score -5866170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5866168.500000 Penalty: 5364.402832
	Iteration 65Q: 3 clusters Score -5866168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5866168.500000 Penalty: 5364.402832
	Iteration 66Q: 3 clusters Score -5866168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5866173.500000 Penalty: 5364.402832
	Iteration 67Q: 3 clusters Score -5866174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5866178.500000 Penalty: 5364.402832
	Iteration 68Q: 3 clusters Score -5866178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5866170.000000 Penalty: 5364.402832
	Iteration 69Q: 3 clusters Score -5866170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5866172.500000 Penalty: 5364.402832
	Iteration 70Q: 3 clusters Score -5866172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5866171.000000 Penalty: 5364.402832
	Iteration 71Q: 3 clusters Score -5866171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5866172.500000 Penalty: 5364.402832
	Iteration 72Q: 3 clusters Score -5866172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5866172.500000 Penalty: 5364.402832
	Iteration 73F: 3 clusters Score -5866172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Entering Unmasked Estep 
Score: -9656276.000000 Penalty: 2808.672852
	Iteration 0F: 2 clusters Score -9656276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -9600941.000000 Penalty: 5617.345703
	Iteration 0F: 3 clusters Score -9600941 nChanged 38928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -9622894.000000 Penalty: 5617.345703
	Iteration 1F: 3 clusters Score -9622894 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -9623809.000000 Penalty: 5617.345703
	Iteration 2Q: 3 clusters Score -9623809 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -9624851.000000 Penalty: 5617.345703
	Iteration 3Q: 3 clusters Score -9624851 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -9626021.000000 Penalty: 5617.345703
	Iteration 4Q: 3 clusters Score -9626021 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -9627491.000000 Penalty: 5617.345703
	Iteration 5Q: 3 clusters Score -9627491 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -9629096.000000 Penalty: 5617.345703
	Iteration 6Q: 3 clusters Score -9629096 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -9630919.000000 Penalty: 5617.345703
	Iteration 7Q: 3 clusters Score -9630919 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -9632888.000000 Penalty: 5617.345703
	Iteration 8F: 3 clusters Score -9632888 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -9635034.000000 Penalty: 5617.345703
	Iteration 9F: 3 clusters Score -9635034 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -9637431.000000 Penalty: 5617.345703
	Iteration 10F: 3 clusters Score -9637431 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -9639931.000000 Penalty: 5617.345703
	Iteration 11Q: 3 clusters Score -9639931 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -9642636.000000 Penalty: 5617.345703
	Iteration 12Q: 3 clusters Score -9642636 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -9644838.000000 Penalty: 5617.345703
	Iteration 13Q: 3 clusters Score -9644838 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -9646271.000000 Penalty: 5617.345703
	Iteration 14Q: 3 clusters Score -9646271 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -9647310.000000 Penalty: 5617.345703
	Iteration 15Q: 3 clusters Score -9647310 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -9648020.000000 Penalty: 5617.345703
	Iteration 16Q: 3 clusters Score -9648020 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -9648527.000000 Penalty: 5617.345703
	Iteration 17Q: 3 clusters Score -9648527 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -9648900.000000 Penalty: 5617.345703
	Iteration 18Q: 3 clusters Score -9648900 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -9649244.000000 Penalty: 5617.345703
	Iteration 19Q: 3 clusters Score -9649244 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -9649509.000000 Penalty: 5617.345703
	Iteration 20F: 3 clusters Score -9649509 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -9649669.000000 Penalty: 5617.345703
	Iteration 21Q: 3 clusters Score -9649669 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -9649880.000000 Penalty: 5617.345703
	Iteration 22Q: 3 clusters Score -9649880 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -9649963.000000 Penalty: 5617.345703
	Iteration 23Q: 3 clusters Score -9649963 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -9650055.000000 Penalty: 5617.345703
	Iteration 24Q: 3 clusters Score -9650055 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -9650107.000000 Penalty: 5617.345703
	Iteration 25Q: 3 clusters Score -9650107 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -9650191.000000 Penalty: 5617.345703
	Iteration 26Q: 3 clusters Score -9650191 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -9650226.000000 Penalty: 5617.345703
	Iteration 27Q: 3 clusters Score -9650226 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -9650305.000000 Penalty: 5617.345703
	Iteration 28Q: 3 clusters Score -9650305 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -9650319.000000 Penalty: 5617.345703
	Iteration 29Q: 3 clusters Score -9650319 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9650343.000000 Penalty: 5617.345703
	Iteration 30Q: 3 clusters Score -9650343 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9650376 nChanged 223
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Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32611 members 
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	Iteration 33Q: 3 clusters Score -9650395 nChanged 186
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Mstep: Class 1 contains 32767 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33066 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9650413 nChanged 168
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9650451 nChanged 126
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Mstep: Class 1 contains 33580 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9650462 nChanged 122
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Mstep: Class 1 contains 33690 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9650471 nChanged 100
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Mstep: Class 1 contains 33788 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9650496 nChanged 115
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Mstep: Class 1 contains 33901 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9650516 nChanged 104
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Mstep: Class 1 contains 34001 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34101 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9650488 nChanged 91
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Mstep: Class 1 contains 34190 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9650484 nChanged 100
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9650512 nChanged 100
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Mstep: Class 1 contains 34386 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9650511 nChanged 131
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Mstep: Class 1 contains 34517 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9650503 nChanged 154
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Mstep: Class 1 contains 34810 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9650518 nChanged 145
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Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9650526 nChanged 145
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Mstep: Class 1 contains 35100 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9650557 nChanged 157
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35425 members 
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	Iteration 55Q: 3 clusters Score -9650588 nChanged 186
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36229 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50960 members 
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Mstep: Class 2 contains 31804 members 
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Mstep: Class 1 contains 51209 members 
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Mstep: Class 1 contains 51579 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9652122 nChanged 21
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9652132 nChanged 27
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	Iteration 221Q: 3 clusters Score -9652143 nChanged 20
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	Iteration 222Q: 3 clusters Score -9652139 nChanged 36
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	Iteration 223Q: 3 clusters Score -9652136 nChanged 33
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	Iteration 224Q: 3 clusters Score -9652143 nChanged 41
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	Iteration 225Q: 3 clusters Score -9652140 nChanged 40
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9652141 nChanged 33
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	Iteration 227Q: 3 clusters Score -9652148 nChanged 33
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	Iteration 228Q: 3 clusters Score -9652151 nChanged 31
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9652150 nChanged 31
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	Iteration 230Q: 3 clusters Score -9652154 nChanged 31
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9652131 nChanged 31
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	Iteration 232Q: 3 clusters Score -9652140 nChanged 33
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	Iteration 233Q: 3 clusters Score -9652152 nChanged 42
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	Iteration 235Q: 3 clusters Score -9652154 nChanged 28
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9652145 nChanged 16
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	Iteration 238Q: 3 clusters Score -9652138 nChanged 22
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	Iteration 239Q: 3 clusters Score -9652127 nChanged 18
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	Iteration 240F: 3 clusters Score -9652118 nChanged 14
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	Iteration 241Q: 3 clusters Score -9652117 nChanged 9
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	Iteration 250Q: 3 clusters Score -9652147 nChanged 21
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	Iteration 251Q: 3 clusters Score -9652147 nChanged 32
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	Iteration 252Q: 3 clusters Score -9652156 nChanged 30
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	Iteration 259Q: 3 clusters Score -9652144 nChanged 18
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	Iteration 260F: 3 clusters Score -9652136 nChanged 18
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	Iteration 261Q: 3 clusters Score -9652153 nChanged 22
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	Iteration 264Q: 3 clusters Score -9652144 nChanged 16
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	Iteration 266Q: 3 clusters Score -9652152 nChanged 20
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	Iteration 268Q: 3 clusters Score -9652148 nChanged 22
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	Iteration 269Q: 3 clusters Score -9652155 nChanged 21
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	Iteration 270Q: 3 clusters Score -9652149 nChanged 20
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	Iteration 271Q: 3 clusters Score -9652158 nChanged 23
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	Iteration 273Q: 3 clusters Score -9652164 nChanged 15
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	Iteration 274Q: 3 clusters Score -9652167 nChanged 19
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	Iteration 279Q: 3 clusters Score -9652160 nChanged 17
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	Iteration 281Q: 3 clusters Score -9652167 nChanged 15
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Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -9652174 nChanged 24
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Mstep: Class 2 contains 24050 members 
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Mstep: Class 2 contains 24021 members 
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	Iteration 315Q: 3 clusters Score -9652183 nChanged 32
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	Iteration 316Q: 3 clusters Score -9652174 nChanged 28
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	Iteration 317Q: 3 clusters Score -9652187 nChanged 27
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9652179 nChanged 34
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9652187 nChanged 26
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -9652178 nChanged 17
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -9652175 nChanged 24
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 23531 members 
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	Iteration 335Q: 3 clusters Score -9652230 nChanged 23
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	Iteration 336Q: 3 clusters Score -9652229 nChanged 32
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Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -9652286 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -9652282 nChanged 92
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Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -9652331 nChanged 111
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Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -9652340 nChanged 118
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Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -9652345 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -9652380 nChanged 99
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Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -9652356 nChanged 92
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Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -9652366 nChanged 125
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Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 13232 members 
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	Iteration 455Q: 3 clusters Score -9652984 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 12753 members 
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Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
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	Iteration 460F: 3 clusters Score -9653108 nChanged 232
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Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72062 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 10475 members 
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Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72800 members 
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Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 9730 members 
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Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 8959 members 
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Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 8559 members 
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Mstep: Class 1 contains 74540 members 
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Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74952 members 
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Mstep: Class 1 contains 75168 members 
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Mstep: Class 1 contains 75383 members 
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Mstep: Class 2 contains 7305 members 
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Mstep: Class 1 contains 76118 members 
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Mstep: Class 1 contains 76287 members 
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Mstep: Class 1 contains 76464 members 
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Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 5921 members 
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Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 5733 members 
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Mstep: Class 2 contains 5543 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77813 members 
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Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -9654102 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -9654143.000000 Penalty: 5617.345703
	Iteration 499Q: 3 clusters Score -9654143 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -9654175.000000 Penalty: 5617.345703
	Iteration 500F: 3 clusters Score -9654175 nChanged 108
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 16 (92790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Entering Unmasked Estep 
Score: -10996262.000000 Penalty: 2836.647461
	Iteration 0F: 2 clusters Score -1.099626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -10934231.000000 Penalty: 5673.294922
	Iteration 0F: 3 clusters Score -1.093423e+07 nChanged 43722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -10959235.000000 Penalty: 5673.294922
	Iteration 1F: 3 clusters Score -1.095924e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -10960111.000000 Penalty: 5673.294922
	Iteration 2Q: 3 clusters Score -1.096011e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -10961280.000000 Penalty: 5673.294922
	Iteration 3Q: 3 clusters Score -1.096128e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -10962748.000000 Penalty: 5673.294922
	Iteration 4Q: 3 clusters Score -1.096275e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -10964422.000000 Penalty: 5673.294922
	Iteration 5Q: 3 clusters Score -1.096442e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -10966261.000000 Penalty: 5673.294922
	Iteration 6Q: 3 clusters Score -1.096626e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -10968665.000000 Penalty: 5673.294922
	Iteration 7Q: 3 clusters Score -1.096866e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -10971728.000000 Penalty: 5673.294922
	Iteration 8F: 3 clusters Score -1.097173e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -10975468.000000 Penalty: 5673.294922
	Iteration 9F: 3 clusters Score -1.097547e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -10979206.000000 Penalty: 5673.294922
	Iteration 10F: 3 clusters Score -1.097921e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -10981671.000000 Penalty: 5673.294922
	Iteration 11F: 3 clusters Score -1.098167e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -10982890.000000 Penalty: 5673.294922
	Iteration 12Q: 3 clusters Score -1.098289e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -10983470.000000 Penalty: 5673.294922
	Iteration 13Q: 3 clusters Score -1.098347e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -10983875.000000 Penalty: 5673.294922
	Iteration 14Q: 3 clusters Score -1.098388e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -10984223.000000 Penalty: 5673.294922
	Iteration 15Q: 3 clusters Score -1.098422e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -10984452.000000 Penalty: 5673.294922
	Iteration 16Q: 3 clusters Score -1.098445e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -10984660.000000 Penalty: 5673.294922
	Iteration 17Q: 3 clusters Score -1.098466e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -10984898.000000 Penalty: 5673.294922
	Iteration 18Q: 3 clusters Score -1.09849e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -10985070.000000 Penalty: 5673.294922
	Iteration 19Q: 3 clusters Score -1.098507e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -10985252.000000 Penalty: 5673.294922
	Iteration 20F: 3 clusters Score -1.098525e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -10985502.000000 Penalty: 5673.294922
	Iteration 21Q: 3 clusters Score -1.09855e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -10985651.000000 Penalty: 5673.294922
	Iteration 22Q: 3 clusters Score -1.098565e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -10985721.000000 Penalty: 5673.294922
	Iteration 23Q: 3 clusters Score -1.098572e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -10985753.000000 Penalty: 5673.294922
	Iteration 24Q: 3 clusters Score -1.098575e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -10985802.000000 Penalty: 5673.294922
	Iteration 25Q: 3 clusters Score -1.09858e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -10985873.000000 Penalty: 5673.294922
	Iteration 26Q: 3 clusters Score -1.098587e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -10985941.000000 Penalty: 5673.294922
	Iteration 27Q: 3 clusters Score -1.098594e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -10985997.000000 Penalty: 5673.294922
	Iteration 28Q: 3 clusters Score -1.0986e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -10986009.000000 Penalty: 5673.294922
	Iteration 29Q: 3 clusters Score -1.098601e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -10986040.000000 Penalty: 5673.294922
	Iteration 30Q: 3 clusters Score -1.098604e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -10986040.000000 Penalty: 5673.294922
	Iteration 31Q: 3 clusters Score -1.098604e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -10986051.000000 Penalty: 5673.294922
	Iteration 32Q: 3 clusters Score -1.098605e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -10986074.000000 Penalty: 5673.294922
	Iteration 33Q: 3 clusters Score -1.098607e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -10986077.000000 Penalty: 5673.294922
	Iteration 34Q: 3 clusters Score -1.098608e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -10986111.000000 Penalty: 5673.294922
	Iteration 35Q: 3 clusters Score -1.098611e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -10986070.000000 Penalty: 5673.294922
	Iteration 36Q: 3 clusters Score -1.098607e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -10986066.000000 Penalty: 5673.294922
	Iteration 37Q: 3 clusters Score -1.098607e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -10986064.000000 Penalty: 5673.294922
	Iteration 38Q: 3 clusters Score -1.098606e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -10986072.000000 Penalty: 5673.294922
	Iteration 39Q: 3 clusters Score -1.098607e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -10986060.000000 Penalty: 5673.294922
	Iteration 40F: 3 clusters Score -1.098606e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -10986039.000000 Penalty: 5673.294922
	Iteration 41Q: 3 clusters Score -1.098604e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -10986064.000000 Penalty: 5673.294922
	Iteration 42Q: 3 clusters Score -1.098606e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -10986075.000000 Penalty: 5673.294922
	Iteration 43Q: 3 clusters Score -1.098608e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -10986116.000000 Penalty: 5673.294922
	Iteration 44Q: 3 clusters Score -1.098612e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -10986113.000000 Penalty: 5673.294922
	Iteration 45Q: 3 clusters Score -1.098611e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -10986112.000000 Penalty: 5673.294922
	Iteration 46Q: 3 clusters Score -1.098611e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -10986132.000000 Penalty: 5673.294922
	Iteration 47Q: 3 clusters Score -1.098613e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -10986129.000000 Penalty: 5673.294922
	Iteration 48Q: 3 clusters Score -1.098613e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -10986127.000000 Penalty: 5673.294922
	Iteration 49Q: 3 clusters Score -1.098613e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -10986136.000000 Penalty: 5673.294922
	Iteration 50Q: 3 clusters Score -1.098614e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -10986155.000000 Penalty: 5673.294922
	Iteration 51Q: 3 clusters Score -1.098616e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -10986177.000000 Penalty: 5673.294922
	Iteration 52Q: 3 clusters Score -1.098618e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -10986207.000000 Penalty: 5673.294922
	Iteration 53Q: 3 clusters Score -1.098621e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -10986205.000000 Penalty: 5673.294922
	Iteration 54Q: 3 clusters Score -1.09862e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -10986214.000000 Penalty: 5673.294922
	Iteration 55Q: 3 clusters Score -1.098621e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -10986217.000000 Penalty: 5673.294922
	Iteration 56Q: 3 clusters Score -1.098622e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -10986214.000000 Penalty: 5673.294922
	Iteration 57Q: 3 clusters Score -1.098621e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -10986198.000000 Penalty: 5673.294922
	Iteration 58Q: 3 clusters Score -1.09862e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -10986221.000000 Penalty: 5673.294922
	Iteration 59Q: 3 clusters Score -1.098622e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -10986243.000000 Penalty: 5673.294922
	Iteration 60F: 3 clusters Score -1.098624e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -10986221.000000 Penalty: 5673.294922
	Iteration 61Q: 3 clusters Score -1.098622e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -10986265.000000 Penalty: 5673.294922
	Iteration 62Q: 3 clusters Score -1.098626e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -10986281.000000 Penalty: 5673.294922
	Iteration 63Q: 3 clusters Score -1.098628e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -10986298.000000 Penalty: 5673.294922
	Iteration 64Q: 3 clusters Score -1.09863e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -10986326.000000 Penalty: 5673.294922
	Iteration 65Q: 3 clusters Score -1.098633e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -10986361.000000 Penalty: 5673.294922
	Iteration 66Q: 3 clusters Score -1.098636e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -10986368.000000 Penalty: 5673.294922
	Iteration 67Q: 3 clusters Score -1.098637e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -10986393.000000 Penalty: 5673.294922
	Iteration 68Q: 3 clusters Score -1.098639e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -10986387.000000 Penalty: 5673.294922
	Iteration 69Q: 3 clusters Score -1.098639e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -10986390.000000 Penalty: 5673.294922
	Iteration 70Q: 3 clusters Score -1.098639e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -10986423.000000 Penalty: 5673.294922
	Iteration 71Q: 3 clusters Score -1.098642e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -10986455.000000 Penalty: 5673.294922
	Iteration 72Q: 3 clusters Score -1.098646e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -10986478.000000 Penalty: 5673.294922
	Iteration 73Q: 3 clusters Score -1.098648e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -10986463.000000 Penalty: 5673.294922
	Iteration 74Q: 3 clusters Score -1.098646e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -10986498.000000 Penalty: 5673.294922
	Iteration 75Q: 3 clusters Score -1.09865e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -10986533.000000 Penalty: 5673.294922
	Iteration 76Q: 3 clusters Score -1.098653e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -10986553.000000 Penalty: 5673.294922
	Iteration 77Q: 3 clusters Score -1.098655e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -10986558.000000 Penalty: 5673.294922
	Iteration 78Q: 3 clusters Score -1.098656e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -10986570.000000 Penalty: 5673.294922
	Iteration 79Q: 3 clusters Score -1.098657e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -10986593.000000 Penalty: 5673.294922
	Iteration 80F: 3 clusters Score -1.098659e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -10986621.000000 Penalty: 5673.294922
	Iteration 81Q: 3 clusters Score -1.098662e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -10986615.000000 Penalty: 5673.294922
	Iteration 82Q: 3 clusters Score -1.098662e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -10986633.000000 Penalty: 5673.294922
	Iteration 83Q: 3 clusters Score -1.098663e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -10986675.000000 Penalty: 5673.294922
	Iteration 84Q: 3 clusters Score -1.098668e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.098676e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.098678e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -10986860.000000 Penalty: 5673.294922
	Iteration 87Q: 3 clusters Score -1.098686e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.098691e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.098695e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.098694e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.098703e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -10987166.000000 Penalty: 5673.294922
	Iteration 92Q: 3 clusters Score -1.098717e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -10987275.000000 Penalty: 5673.294922
	Iteration 93Q: 3 clusters Score -1.098728e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.098733e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.098742e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -10987495.000000 Penalty: 5673.294922
	Iteration 96Q: 3 clusters Score -1.09875e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -10987629.000000 Penalty: 5673.294922
	Iteration 97Q: 3 clusters Score -1.098763e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -10987743.000000 Penalty: 5673.294922
	Iteration 98Q: 3 clusters Score -1.098774e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -10987893.000000 Penalty: 5673.294922
	Iteration 99Q: 3 clusters Score -1.098789e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -10988072.000000 Penalty: 5673.294922
	Iteration 100F: 3 clusters Score -1.098807e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -10988206.000000 Penalty: 5673.294922
	Iteration 101Q: 3 clusters Score -1.098821e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -10988365.000000 Penalty: 5673.294922
	Iteration 102Q: 3 clusters Score -1.098836e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -10988506.000000 Penalty: 5673.294922
	Iteration 103Q: 3 clusters Score -1.098851e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -10988705.000000 Penalty: 5673.294922
	Iteration 104Q: 3 clusters Score -1.09887e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -10988884.000000 Penalty: 5673.294922
	Iteration 105Q: 3 clusters Score -1.098888e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -10989057.000000 Penalty: 5673.294922
	Iteration 106Q: 3 clusters Score -1.098906e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -10989189.000000 Penalty: 5673.294922
	Iteration 107Q: 3 clusters Score -1.098919e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -10989415.000000 Penalty: 5673.294922
	Iteration 108Q: 3 clusters Score -1.098942e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -10989672.000000 Penalty: 5673.294922
	Iteration 109Q: 3 clusters Score -1.098967e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -10989902.000000 Penalty: 5673.294922
	Iteration 110Q: 3 clusters Score -1.09899e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -10990099.000000 Penalty: 5673.294922
	Iteration 111Q: 3 clusters Score -1.09901e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10990322.000000 Penalty: 5673.294922
	Iteration 112Q: 3 clusters Score -1.099032e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -10990513.000000 Penalty: 5673.294922
	Iteration 113Q: 3 clusters Score -1.099051e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -10990736.000000 Penalty: 5673.294922
	Iteration 114Q: 3 clusters Score -1.099074e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.099099e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.099118e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -10991427.000000 Penalty: 5673.294922
	Iteration 117Q: 3 clusters Score -1.099143e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -10991665.000000 Penalty: 5673.294922
	Iteration 118Q: 3 clusters Score -1.099166e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -10991901.000000 Penalty: 5673.294922
	Iteration 119Q: 3 clusters Score -1.09919e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -10992118.000000 Penalty: 5673.294922
	Iteration 120F: 3 clusters Score -1.099212e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -10992324.000000 Penalty: 5673.294922
	Iteration 121Q: 3 clusters Score -1.099232e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -10992474.000000 Penalty: 5673.294922
	Iteration 122Q: 3 clusters Score -1.099247e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -10992617.000000 Penalty: 5673.294922
	Iteration 123Q: 3 clusters Score -1.099262e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -10992761.000000 Penalty: 5673.294922
	Iteration 124Q: 3 clusters Score -1.099276e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -10992886.000000 Penalty: 5673.294922
	Iteration 125Q: 3 clusters Score -1.099289e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -10993000.000000 Penalty: 5673.294922
	Iteration 126Q: 3 clusters Score -1.0993e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -10993071.000000 Penalty: 5673.294922
	Iteration 127Q: 3 clusters Score -1.099307e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -10993175.000000 Penalty: 5673.294922
	Iteration 128Q: 3 clusters Score -1.099318e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -10993249.000000 Penalty: 5673.294922
	Iteration 129Q: 3 clusters Score -1.099325e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -10993332.000000 Penalty: 5673.294922
	Iteration 130Q: 3 clusters Score -1.099333e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -10993414.000000 Penalty: 5673.294922
	Iteration 131Q: 3 clusters Score -1.099341e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -10993465.000000 Penalty: 5673.294922
	Iteration 132Q: 3 clusters Score -1.099346e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -10993505.000000 Penalty: 5673.294922
	Iteration 133Q: 3 clusters Score -1.09935e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -10993548.000000 Penalty: 5673.294922
	Iteration 134Q: 3 clusters Score -1.099355e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -10993591.000000 Penalty: 5673.294922
	Iteration 135Q: 3 clusters Score -1.099359e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -10993643.000000 Penalty: 5673.294922
	Iteration 136Q: 3 clusters Score -1.099364e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -10993654.000000 Penalty: 5673.294922
	Iteration 137Q: 3 clusters Score -1.099365e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -10993682.000000 Penalty: 5673.294922
	Iteration 138Q: 3 clusters Score -1.099368e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -10993691.000000 Penalty: 5673.294922
	Iteration 139Q: 3 clusters Score -1.099369e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -10993704.000000 Penalty: 5673.294922
	Iteration 140F: 3 clusters Score -1.09937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -10993721.000000 Penalty: 5673.294922
	Iteration 141Q: 3 clusters Score -1.099372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -10993721.000000 Penalty: 5673.294922
	Iteration 142Q: 3 clusters Score -1.099372e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -10993722.000000 Penalty: 5673.294922
	Iteration 143Q: 3 clusters Score -1.099372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -10993735.000000 Penalty: 5673.294922
	Iteration 144Q: 3 clusters Score -1.099374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -10993746.000000 Penalty: 5673.294922
	Iteration 145Q: 3 clusters Score -1.099375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -10993748.000000 Penalty: 5673.294922
	Iteration 146Q: 3 clusters Score -1.099375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -10993754.000000 Penalty: 5673.294922
	Iteration 147Q: 3 clusters Score -1.099375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -10993773.000000 Penalty: 5673.294922
	Iteration 148Q: 3 clusters Score -1.099377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -10993795.000000 Penalty: 5673.294922
	Iteration 149Q: 3 clusters Score -1.09938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -10993793.000000 Penalty: 5673.294922
	Iteration 150Q: 3 clusters Score -1.099379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -10993784.000000 Penalty: 5673.294922
	Iteration 151Q: 3 clusters Score -1.099378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -10993801.000000 Penalty: 5673.294922
	Iteration 152Q: 3 clusters Score -1.09938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -10993803.000000 Penalty: 5673.294922
	Iteration 153Q: 3 clusters Score -1.09938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -10993819.000000 Penalty: 5673.294922
	Iteration 154Q: 3 clusters Score -1.099382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -10993822.000000 Penalty: 5673.294922
	Iteration 155Q: 3 clusters Score -1.099382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -10993825.000000 Penalty: 5673.294922
	Iteration 156Q: 3 clusters Score -1.099382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -10993846.000000 Penalty: 5673.294922
	Iteration 157Q: 3 clusters Score -1.099385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -10993846.000000 Penalty: 5673.294922
	Iteration 158Q: 3 clusters Score -1.099385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -10993842.000000 Penalty: 5673.294922
	Iteration 159Q: 3 clusters Score -1.099384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -10993839.000000 Penalty: 5673.294922
	Iteration 160F: 3 clusters Score -1.099384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -10993862.000000 Penalty: 5673.294922
	Iteration 161Q: 3 clusters Score -1.099386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -10993848.000000 Penalty: 5673.294922
	Iteration 162Q: 3 clusters Score -1.099385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -10993849.000000 Penalty: 5673.294922
	Iteration 163Q: 3 clusters Score -1.099385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -10993856.000000 Penalty: 5673.294922
	Iteration 164Q: 3 clusters Score -1.099386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -10993852.000000 Penalty: 5673.294922
	Iteration 165Q: 3 clusters Score -1.099385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -10993855.000000 Penalty: 5673.294922
	Iteration 166Q: 3 clusters Score -1.099386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -10993855.000000 Penalty: 5673.294922
	Iteration 167F: 3 clusters Score -1.099386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (239836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239836 members 
Entering Unmasked Estep 
Score: -28170370.000000 Penalty: 3072.152344
	Iteration 0F: 2 clusters Score -2.817037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120045 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -28013640.000000 Penalty: 6144.304688
	Iteration 0F: 3 clusters Score -2.801364e+07 nChanged 116078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -28082520.000000 Penalty: 6144.304688
	Iteration 1F: 3 clusters Score -2.808252e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127821 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -28083820.000000 Penalty: 6144.304688
	Iteration 2Q: 3 clusters Score -2.808382e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132317 members 
Mstep: Class 2 contains 107519 members 
Entering Unmasked Estep 
Score: -28085622.000000 Penalty: 6144.304688
	Iteration 3Q: 3 clusters Score -2.808562e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139131 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -28088652.000000 Penalty: 6144.304688
	Iteration 4Q: 3 clusters Score -2.808865e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149103 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -28093934.000000 Penalty: 6144.304688
	Iteration 5Q: 3 clusters Score -2.809393e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -28103096.000000 Penalty: 6144.304688
	Iteration 6F: 3 clusters Score -2.81031e+07 nChanged 19002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181909 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -28117342.000000 Penalty: 6144.304688
	Iteration 7F: 3 clusters Score -2.811734e+07 nChanged 20547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202210 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -28135008.000000 Penalty: 6144.304688
	Iteration 8F: 3 clusters Score -2.813501e+07 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219895 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -28150260.000000 Penalty: 6144.304688
	Iteration 9F: 3 clusters Score -2.815026e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231046 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -28160238.000000 Penalty: 6144.304688
	Iteration 10Q: 3 clusters Score -2.816024e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236131 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -28164870.000000 Penalty: 6144.304688
	Iteration 11Q: 3 clusters Score -2.816487e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238051 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -28166618.000000 Penalty: 6144.304688
	Iteration 12Q: 3 clusters Score -2.816662e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238676 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -28167246.000000 Penalty: 6144.304688
	Iteration 13Q: 3 clusters Score -2.816725e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238872 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -28167478.000000 Penalty: 6144.304688
	Iteration 14Q: 3 clusters Score -2.816748e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238936 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -28167642.000000 Penalty: 6144.304688
	Iteration 15Q: 3 clusters Score -2.816764e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238969 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -28167744.000000 Penalty: 6144.304688
	Iteration 16Q: 3 clusters Score -2.816774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -28167788.000000 Penalty: 6144.304688
	Iteration 17Q: 3 clusters Score -2.816779e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238985 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -28167818.000000 Penalty: 6144.304688
	Iteration 18Q: 3 clusters Score -2.816782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238981 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -28167850.000000 Penalty: 6144.304688
	Iteration 19Q: 3 clusters Score -2.816785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238985 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -28167890.000000 Penalty: 6144.304688
	Iteration 20F: 3 clusters Score -2.816789e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238976 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -28167908.000000 Penalty: 6144.304688
	Iteration 21Q: 3 clusters Score -2.816791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238971 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -28167930.000000 Penalty: 6144.304688
	Iteration 22Q: 3 clusters Score -2.816793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238963 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -28167920.000000 Penalty: 6144.304688
	Iteration 23Q: 3 clusters Score -2.816792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238956 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -28167922.000000 Penalty: 6144.304688
	Iteration 24Q: 3 clusters Score -2.816792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238955 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -28167952.000000 Penalty: 6144.304688
	Iteration 25Q: 3 clusters Score -2.816795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238947 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -28167962.000000 Penalty: 6144.304688
	Iteration 26Q: 3 clusters Score -2.816796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238943 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -28167962.000000 Penalty: 6144.304688
	Iteration 27Q: 3 clusters Score -2.816796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238935 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -28167948.000000 Penalty: 6144.304688
	Iteration 28Q: 3 clusters Score -2.816795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238928 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -28167968.000000 Penalty: 6144.304688
	Iteration 29Q: 3 clusters Score -2.816797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238924 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -28167960.000000 Penalty: 6144.304688
	Iteration 30Q: 3 clusters Score -2.816796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238921 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -28167982.000000 Penalty: 6144.304688
	Iteration 31Q: 3 clusters Score -2.816798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238920 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -28168000.000000 Penalty: 6144.304688
	Iteration 32Q: 3 clusters Score -2.8168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238913 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -28167992.000000 Penalty: 6144.304688
	Iteration 33Q: 3 clusters Score -2.816799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238912 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -28167982.000000 Penalty: 6144.304688
	Iteration 34Q: 3 clusters Score -2.816798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238911 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -28167982.000000 Penalty: 6144.304688
	Iteration 35Q: 3 clusters Score -2.816798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238910 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -28167976.000000 Penalty: 6144.304688
	Iteration 36Q: 3 clusters Score -2.816798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238910 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -28167976.000000 Penalty: 6144.304688
	Iteration 37F: 3 clusters Score -2.816798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -471898.843750 Penalty: 2071.959229
	Iteration 0F: 2 clusters Score -471898.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -467826.812500 Penalty: 4143.918457
	Iteration 0F: 3 clusters Score -467826.8 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -468692.093750 Penalty: 4143.918457
	Iteration 1F: 3 clusters Score -468692.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -468870.812500 Penalty: 4143.918457
	Iteration 2F: 3 clusters Score -468870.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -468976.843750 Penalty: 4143.918457
	Iteration 3Q: 3 clusters Score -468976.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -469047.593750 Penalty: 4143.918457
	Iteration 4Q: 3 clusters Score -469047.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -469111.437500 Penalty: 4143.918457
	Iteration 5Q: 3 clusters Score -469111.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -469174.718750 Penalty: 4143.918457
	Iteration 6Q: 3 clusters Score -469174.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -469220.062500 Penalty: 4143.918457
	Iteration 7Q: 3 clusters Score -469220.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -469261.500000 Penalty: 4143.918457
	Iteration 8Q: 3 clusters Score -469261.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -469292.281250 Penalty: 4143.918457
	Iteration 9Q: 3 clusters Score -469292.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -469319.500000 Penalty: 4143.918457
	Iteration 10Q: 3 clusters Score -469319.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -469346.687500 Penalty: 4143.918457
	Iteration 11Q: 3 clusters Score -469346.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -469362.500000 Penalty: 4143.918457
	Iteration 12Q: 3 clusters Score -469362.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -469381.812500 Penalty: 4143.918457
	Iteration 13Q: 3 clusters Score -469381.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -469399.531250 Penalty: 4143.918457
	Iteration 14Q: 3 clusters Score -469399.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -469417.593750 Penalty: 4143.918457
	Iteration 15Q: 3 clusters Score -469417.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -469437.781250 Penalty: 4143.918457
	Iteration 16Q: 3 clusters Score -469437.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -469467.312500 Penalty: 4143.918457
	Iteration 17Q: 3 clusters Score -469467.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -469496.218750 Penalty: 4143.918457
	Iteration 18Q: 3 clusters Score -469496.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -469526.437500 Penalty: 4143.918457
	Iteration 19Q: 3 clusters Score -469526.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -469557.218750 Penalty: 4143.918457
	Iteration 20F: 3 clusters Score -469557.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -469603.312500 Penalty: 4143.918457
	Iteration 21Q: 3 clusters Score -469603.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -469647.000000 Penalty: 4143.918457
	Iteration 22Q: 3 clusters Score -469647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -469703.437500 Penalty: 4143.918457
	Iteration 23Q: 3 clusters Score -469703.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -469782.468750 Penalty: 4143.918457
	Iteration 24Q: 3 clusters Score -469782.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -469871.937500 Penalty: 4143.918457
	Iteration 25Q: 3 clusters Score -469871.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -469978.562500 Penalty: 4143.918457
	Iteration 26Q: 3 clusters Score -469978.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -470126.781250 Penalty: 4143.918457
	Iteration 27Q: 3 clusters Score -470126.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -470330.906250 Penalty: 4143.918457
	Iteration 28Q: 3 clusters Score -470330.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -470540.968750 Penalty: 4143.918457
	Iteration 29Q: 3 clusters Score -470541 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -470792.468750 Penalty: 4143.918457
	Iteration 30Q: 3 clusters Score -470792.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -471046.093750 Penalty: 4143.918457
	Iteration 31Q: 3 clusters Score -471046.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -471238.937500 Penalty: 4143.918457
	Iteration 32Q: 3 clusters Score -471238.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -471370.906250 Penalty: 4143.918457
	Iteration 33Q: 3 clusters Score -471370.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -471442.406250 Penalty: 4143.918457
	Iteration 34Q: 3 clusters Score -471442.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -471503.000000 Penalty: 4143.918457
	Iteration 35Q: 3 clusters Score -471503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -471532.687500 Penalty: 4143.918457
	Iteration 36Q: 3 clusters Score -471532.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -471550.718750 Penalty: 4143.918457
	Iteration 37Q: 3 clusters Score -471550.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -471564.062500 Penalty: 4143.918457
	Iteration 38Q: 3 clusters Score -471564.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -471569.843750 Penalty: 4143.918457
	Iteration 39Q: 3 clusters Score -471569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -471573.187500 Penalty: 4143.918457
	Iteration 40F: 3 clusters Score -471573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -471576.437500 Penalty: 4143.918457
	Iteration 41Q: 3 clusters Score -471576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -471577.656250 Penalty: 4143.918457
	Iteration 42Q: 3 clusters Score -471577.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -471577.656250 Penalty: 4143.918457
	Iteration 43F: 3 clusters Score -471577.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Entering Unmasked Estep 
Score: -7924646.500000 Penalty: 2765.022217
	Iteration 0F: 2 clusters Score -7924646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -7878171.000000 Penalty: 5530.044434
	Iteration 0F: 3 clusters Score -7878171 nChanged 32520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -7896265.500000 Penalty: 5530.044434
	Iteration 1F: 3 clusters Score -7896266 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7896781.500000 Penalty: 5530.044434
	Iteration 2Q: 3 clusters Score -7896782 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -7897399.000000 Penalty: 5530.044434
	Iteration 3Q: 3 clusters Score -7897399 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7898171.000000 Penalty: 5530.044434
	Iteration 4Q: 3 clusters Score -7898171 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -7899293.000000 Penalty: 5530.044434
	Iteration 5Q: 3 clusters Score -7899293 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -7900944.500000 Penalty: 5530.044434
	Iteration 6F: 3 clusters Score -7900944 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -7903459.500000 Penalty: 5530.044434
	Iteration 7F: 3 clusters Score -7903460 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -7906960.000000 Penalty: 5530.044434
	Iteration 8F: 3 clusters Score -7906960 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -7911047.500000 Penalty: 5530.044434
	Iteration 9F: 3 clusters Score -7911048 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7915091.000000 Penalty: 5530.044434
	Iteration 10F: 3 clusters Score -7915091 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -7918358.500000 Penalty: 5530.044434
	Iteration 11Q: 3 clusters Score -7918358 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -7920436.000000 Penalty: 5530.044434
	Iteration 12Q: 3 clusters Score -7920436 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -7921454.500000 Penalty: 5530.044434
	Iteration 13Q: 3 clusters Score -7921454 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -7921874.000000 Penalty: 5530.044434
	Iteration 14Q: 3 clusters Score -7921874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -7922106.500000 Penalty: 5530.044434
	Iteration 15Q: 3 clusters Score -7922106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -7922218.000000 Penalty: 5530.044434
	Iteration 16Q: 3 clusters Score -7922218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -7922249.000000 Penalty: 5530.044434
	Iteration 17Q: 3 clusters Score -7922249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -7922298.000000 Penalty: 5530.044434
	Iteration 18Q: 3 clusters Score -7922298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -7922322.000000 Penalty: 5530.044434
	Iteration 19Q: 3 clusters Score -7922322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -7922338.500000 Penalty: 5530.044434
	Iteration 20F: 3 clusters Score -7922338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -7922347.000000 Penalty: 5530.044434
	Iteration 21Q: 3 clusters Score -7922347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -7922368.500000 Penalty: 5530.044434
	Iteration 22Q: 3 clusters Score -7922368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -7922374.500000 Penalty: 5530.044434
	Iteration 23Q: 3 clusters Score -7922374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -7922389.000000 Penalty: 5530.044434
	Iteration 24Q: 3 clusters Score -7922389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -7922407.500000 Penalty: 5530.044434
	Iteration 25Q: 3 clusters Score -7922408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -7922408.500000 Penalty: 5530.044434
	Iteration 26Q: 3 clusters Score -7922408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -7922410.000000 Penalty: 5530.044434
	Iteration 27Q: 3 clusters Score -7922410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -7922409.500000 Penalty: 5530.044434
	Iteration 28Q: 3 clusters Score -7922410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -7922420.500000 Penalty: 5530.044434
	Iteration 29Q: 3 clusters Score -7922420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -7922425.500000 Penalty: 5530.044434
	Iteration 30Q: 3 clusters Score -7922426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -7922421.500000 Penalty: 5530.044434
	Iteration 31Q: 3 clusters Score -7922422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -7922421.500000 Penalty: 5530.044434
	Iteration 32F: 3 clusters Score -7922422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48709.347656 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48709.35 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48888.343750 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48888.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48948.765625 Penalty: 3084.425781
	Iteration 2Q: 3 clusters Score -48948.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49037.078125 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -49037.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49094.078125 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49094.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49160.480469 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49160.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49185.527344 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49185.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49199.101562 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49200.750000 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49200.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49200.750000 Penalty: 3084.425781
	Iteration 9F: 3 clusters Score -49200.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Entering Unmasked Estep 
Score: -3585973.250000 Penalty: 2558.563477
	Iteration 0F: 2 clusters Score -3585973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3565123.250000 Penalty: 5117.126953
	Iteration 0F: 3 clusters Score -3565123 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3572586.250000 Penalty: 5117.126953
	Iteration 1F: 3 clusters Score -3572586 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3573066.750000 Penalty: 5117.126953
	Iteration 2Q: 3 clusters Score -3573067 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3573462.750000 Penalty: 5117.126953
	Iteration 3Q: 3 clusters Score -3573463 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3573949.250000 Penalty: 5117.126953
	Iteration 4Q: 3 clusters Score -3573949 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3574463.000000 Penalty: 5117.126953
	Iteration 5Q: 3 clusters Score -3574463 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3575062.000000 Penalty: 5117.126953
	Iteration 6Q: 3 clusters Score -3575062 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3575738.750000 Penalty: 5117.126953
	Iteration 7Q: 3 clusters Score -3575739 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3576486.500000 Penalty: 5117.126953
	Iteration 8Q: 3 clusters Score -3576486 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3577216.000000 Penalty: 5117.126953
	Iteration 9Q: 3 clusters Score -3577216 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3578022.250000 Penalty: 5117.126953
	Iteration 10Q: 3 clusters Score -3578022 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3578793.250000 Penalty: 5117.126953
	Iteration 11Q: 3 clusters Score -3578793 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3579516.750000 Penalty: 5117.126953
	Iteration 12Q: 3 clusters Score -3579517 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3580144.500000 Penalty: 5117.126953
	Iteration 13Q: 3 clusters Score -3580144 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3580657.750000 Penalty: 5117.126953
	Iteration 14Q: 3 clusters Score -3580658 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3581093.500000 Penalty: 5117.126953
	Iteration 15Q: 3 clusters Score -3581094 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3581469.000000 Penalty: 5117.126953
	Iteration 16Q: 3 clusters Score -3581469 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3581822.500000 Penalty: 5117.126953
	Iteration 17Q: 3 clusters Score -3581822 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3582132.750000 Penalty: 5117.126953
	Iteration 18Q: 3 clusters Score -3582133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3582391.750000 Penalty: 5117.126953
	Iteration 19Q: 3 clusters Score -3582392 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3582648.000000 Penalty: 5117.126953
	Iteration 20F: 3 clusters Score -3582648 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3582837.250000 Penalty: 5117.126953
	Iteration 21Q: 3 clusters Score -3582837 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3582997.500000 Penalty: 5117.126953
	Iteration 22Q: 3 clusters Score -3582998 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3583135.750000 Penalty: 5117.126953
	Iteration 23Q: 3 clusters Score -3583136 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3583252.750000 Penalty: 5117.126953
	Iteration 24Q: 3 clusters Score -3583253 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3583343.000000 Penalty: 5117.126953
	Iteration 25Q: 3 clusters Score -3583343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3583423.250000 Penalty: 5117.126953
	Iteration 26Q: 3 clusters Score -3583423 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3583480.500000 Penalty: 5117.126953
	Iteration 27Q: 3 clusters Score -3583480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3583533.500000 Penalty: 5117.126953
	Iteration 28Q: 3 clusters Score -3583534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3583575.750000 Penalty: 5117.126953
	Iteration 29Q: 3 clusters Score -3583576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3583614.250000 Penalty: 5117.126953
	Iteration 30Q: 3 clusters Score -3583614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3583637.000000 Penalty: 5117.126953
	Iteration 31Q: 3 clusters Score -3583637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3583655.750000 Penalty: 5117.126953
	Iteration 32Q: 3 clusters Score -3583656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3583677.000000 Penalty: 5117.126953
	Iteration 33Q: 3 clusters Score -3583677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3583691.750000 Penalty: 5117.126953
	Iteration 34Q: 3 clusters Score -3583692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3583703.750000 Penalty: 5117.126953
	Iteration 35Q: 3 clusters Score -3583704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3583715.000000 Penalty: 5117.126953
	Iteration 36Q: 3 clusters Score -3583715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3583728.750000 Penalty: 5117.126953
	Iteration 37Q: 3 clusters Score -3583729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3583738.250000 Penalty: 5117.126953
	Iteration 38Q: 3 clusters Score -3583738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3583752.000000 Penalty: 5117.126953
	Iteration 39Q: 3 clusters Score -3583752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3583763.250000 Penalty: 5117.126953
	Iteration 40F: 3 clusters Score -3583763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3583770.500000 Penalty: 5117.126953
	Iteration 41Q: 3 clusters Score -3583770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3583783.000000 Penalty: 5117.126953
	Iteration 42Q: 3 clusters Score -3583783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3583787.500000 Penalty: 5117.126953
	Iteration 43Q: 3 clusters Score -3583788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3583797.500000 Penalty: 5117.126953
	Iteration 44Q: 3 clusters Score -3583798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3583799.250000 Penalty: 5117.126953
	Iteration 45Q: 3 clusters Score -3583799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3583811.500000 Penalty: 5117.126953
	Iteration 46Q: 3 clusters Score -3583812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3583816.500000 Penalty: 5117.126953
	Iteration 47Q: 3 clusters Score -3583816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3583820.000000 Penalty: 5117.126953
	Iteration 48Q: 3 clusters Score -3583820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3583827.750000 Penalty: 5117.126953
	Iteration 49Q: 3 clusters Score -3583828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3583834.250000 Penalty: 5117.126953
	Iteration 50Q: 3 clusters Score -3583834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3583831.750000 Penalty: 5117.126953
	Iteration 51Q: 3 clusters Score -3583832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3583833.250000 Penalty: 5117.126953
	Iteration 52Q: 3 clusters Score -3583833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3583833.750000 Penalty: 5117.126953
	Iteration 53Q: 3 clusters Score -3583834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3583836.000000 Penalty: 5117.126953
	Iteration 54Q: 3 clusters Score -3583836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3583837.750000 Penalty: 5117.126953
	Iteration 55Q: 3 clusters Score -3583838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3583840.500000 Penalty: 5117.126953
	Iteration 56Q: 3 clusters Score -3583840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3583843.000000 Penalty: 5117.126953
	Iteration 57Q: 3 clusters Score -3583843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3583846.000000 Penalty: 5117.126953
	Iteration 58Q: 3 clusters Score -3583846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3583845.500000 Penalty: 5117.126953
	Iteration 59Q: 3 clusters Score -3583846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3583848.000000 Penalty: 5117.126953
	Iteration 60F: 3 clusters Score -3583848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132565.859375 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132565.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132835.250000 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132835.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132912.500000 Penalty: 3512.110352
	Iteration 2Q: 3 clusters Score -132912.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132964.906250 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -132964.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132994.187500 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -132994.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -133021.078125 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133036.218750 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133047.515625 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133058.765625 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -133069.812500 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -133078.000000 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133080.140625 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133081.406250 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133081.656250 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -133081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133081.656250 Penalty: 3512.110352
	Iteration 14F: 3 clusters Score -133081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Entering Unmasked Estep 
Score: -5938259.500000 Penalty: 2682.798584
	Iteration 0F: 2 clusters Score -5938260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5904575.500000 Penalty: 5365.597168
	Iteration 0F: 3 clusters Score -5904576 nChanged 23057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5917287.000000 Penalty: 5365.597168
	Iteration 1F: 3 clusters Score -5917287 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5917729.500000 Penalty: 5365.597168
	Iteration 2Q: 3 clusters Score -5917730 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5918227.500000 Penalty: 5365.597168
	Iteration 3Q: 3 clusters Score -5918228 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5918641.500000 Penalty: 5365.597168
	Iteration 4Q: 3 clusters Score -5918642 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5919056.000000 Penalty: 5365.597168
	Iteration 5Q: 3 clusters Score -5919056 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5919445.000000 Penalty: 5365.597168
	Iteration 6Q: 3 clusters Score -5919445 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5919916.500000 Penalty: 5365.597168
	Iteration 7Q: 3 clusters Score -5919916 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -5920517.500000 Penalty: 5365.597168
	Iteration 8Q: 3 clusters Score -5920518 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -5921297.500000 Penalty: 5365.597168
	Iteration 9Q: 3 clusters Score -5921298 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5922288.000000 Penalty: 5365.597168
	Iteration 10Q: 3 clusters Score -5922288 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -5923587.500000 Penalty: 5365.597168
	Iteration 11Q: 3 clusters Score -5923588 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -5925219.000000 Penalty: 5365.597168
	Iteration 12Q: 3 clusters Score -5925219 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -5926661.000000 Penalty: 5365.597168
	Iteration 13Q: 3 clusters Score -5926661 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -5927555.500000 Penalty: 5365.597168
	Iteration 14Q: 3 clusters Score -5927556 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -5927970.500000 Penalty: 5365.597168
	Iteration 15Q: 3 clusters Score -5927970 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -5928217.500000 Penalty: 5365.597168
	Iteration 16Q: 3 clusters Score -5928218 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5928485.000000 Penalty: 5365.597168
	Iteration 17Q: 3 clusters Score -5928485 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5928702.000000 Penalty: 5365.597168
	Iteration 18Q: 3 clusters Score -5928702 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5928924.000000 Penalty: 5365.597168
	Iteration 19Q: 3 clusters Score -5928924 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5929202.000000 Penalty: 5365.597168
	Iteration 20F: 3 clusters Score -5929202 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5929477.000000 Penalty: 5365.597168
	Iteration 21Q: 3 clusters Score -5929477 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -5929815.000000 Penalty: 5365.597168
	Iteration 22Q: 3 clusters Score -5929815 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5930176.500000 Penalty: 5365.597168
	Iteration 23Q: 3 clusters Score -5930176 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -5930612.000000 Penalty: 5365.597168
	Iteration 24Q: 3 clusters Score -5930612 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5931034.000000 Penalty: 5365.597168
	Iteration 25Q: 3 clusters Score -5931034 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5931536.000000 Penalty: 5365.597168
	Iteration 26Q: 3 clusters Score -5931536 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5932044.000000 Penalty: 5365.597168
	Iteration 27Q: 3 clusters Score -5932044 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -5932549.000000 Penalty: 5365.597168
	Iteration 28Q: 3 clusters Score -5932549 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5933044.500000 Penalty: 5365.597168
	Iteration 29Q: 3 clusters Score -5933044 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5933468.500000 Penalty: 5365.597168
	Iteration 30Q: 3 clusters Score -5933468 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5933933.000000 Penalty: 5365.597168
	Iteration 31Q: 3 clusters Score -5933933 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5934328.500000 Penalty: 5365.597168
	Iteration 32Q: 3 clusters Score -5934328 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -5934716.000000 Penalty: 5365.597168
	Iteration 33Q: 3 clusters Score -5934716 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -5935042.500000 Penalty: 5365.597168
	Iteration 34Q: 3 clusters Score -5935042 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -5935300.500000 Penalty: 5365.597168
	Iteration 35Q: 3 clusters Score -5935300 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5935493.000000 Penalty: 5365.597168
	Iteration 36Q: 3 clusters Score -5935493 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -5935630.000000 Penalty: 5365.597168
	Iteration 37Q: 3 clusters Score -5935630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -5935720.500000 Penalty: 5365.597168
	Iteration 38Q: 3 clusters Score -5935720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -5935755.500000 Penalty: 5365.597168
	Iteration 39Q: 3 clusters Score -5935756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -5935792.000000 Penalty: 5365.597168
	Iteration 40F: 3 clusters Score -5935792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -5935805.500000 Penalty: 5365.597168
	Iteration 41Q: 3 clusters Score -5935806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -5935821.000000 Penalty: 5365.597168
	Iteration 42Q: 3 clusters Score -5935821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -5935837.500000 Penalty: 5365.597168
	Iteration 43Q: 3 clusters Score -5935838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -5935856.000000 Penalty: 5365.597168
	Iteration 44Q: 3 clusters Score -5935856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -5935859.000000 Penalty: 5365.597168
	Iteration 45Q: 3 clusters Score -5935859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -5935862.500000 Penalty: 5365.597168
	Iteration 46Q: 3 clusters Score -5935862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -5935866.000000 Penalty: 5365.597168
	Iteration 47Q: 3 clusters Score -5935866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -5935874.000000 Penalty: 5365.597168
	Iteration 48Q: 3 clusters Score -5935874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -5935873.000000 Penalty: 5365.597168
	Iteration 49Q: 3 clusters Score -5935873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -5935882.000000 Penalty: 5365.597168
	Iteration 50Q: 3 clusters Score -5935882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -5935893.500000 Penalty: 5365.597168
	Iteration 51Q: 3 clusters Score -5935894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -5935899.500000 Penalty: 5365.597168
	Iteration 52Q: 3 clusters Score -5935900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -5935900.000000 Penalty: 5365.597168
	Iteration 53Q: 3 clusters Score -5935900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -5935898.000000 Penalty: 5365.597168
	Iteration 54Q: 3 clusters Score -5935898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -5935898.000000 Penalty: 5365.597168
	Iteration 55F: 3 clusters Score -5935898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Entering Unmasked Estep 
Score: -8938649.000000 Penalty: 2785.261719
	Iteration 0F: 2 clusters Score -8938649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -8888277.000000 Penalty: 5570.523438
	Iteration 0F: 3 clusters Score -8888277 nChanged 35370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -8908388.000000 Penalty: 5570.523438
	Iteration 1F: 3 clusters Score -8908388 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -8908975.000000 Penalty: 5570.523438
	Iteration 2Q: 3 clusters Score -8908975 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8909683.000000 Penalty: 5570.523438
	Iteration 3Q: 3 clusters Score -8909683 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -8910430.000000 Penalty: 5570.523438
	Iteration 4Q: 3 clusters Score -8910430 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8911481.000000 Penalty: 5570.523438
	Iteration 5Q: 3 clusters Score -8911481 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8913045.000000 Penalty: 5570.523438
	Iteration 6Q: 3 clusters Score -8913045 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -8915417.000000 Penalty: 5570.523438
	Iteration 7F: 3 clusters Score -8915417 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -8919019.000000 Penalty: 5570.523438
	Iteration 8F: 3 clusters Score -8919019 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -8923502.000000 Penalty: 5570.523438
	Iteration 9F: 3 clusters Score -8923502 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -8927916.000000 Penalty: 5570.523438
	Iteration 10F: 3 clusters Score -8927916 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -8931425.000000 Penalty: 5570.523438
	Iteration 11F: 3 clusters Score -8931425 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -8933578.000000 Penalty: 5570.523438
	Iteration 12Q: 3 clusters Score -8933578 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -8934841.000000 Penalty: 5570.523438
	Iteration 13Q: 3 clusters Score -8934841 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -8935497.000000 Penalty: 5570.523438
	Iteration 14Q: 3 clusters Score -8935497 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -8935791.000000 Penalty: 5570.523438
	Iteration 15Q: 3 clusters Score -8935791 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -8935967.000000 Penalty: 5570.523438
	Iteration 16Q: 3 clusters Score -8935967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -8936063.000000 Penalty: 5570.523438
	Iteration 17Q: 3 clusters Score -8936063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -8936122.000000 Penalty: 5570.523438
	Iteration 18Q: 3 clusters Score -8936122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -8936162.000000 Penalty: 5570.523438
	Iteration 19Q: 3 clusters Score -8936162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -8936177.000000 Penalty: 5570.523438
	Iteration 20F: 3 clusters Score -8936177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -8936188.000000 Penalty: 5570.523438
	Iteration 21Q: 3 clusters Score -8936188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -8936203.000000 Penalty: 5570.523438
	Iteration 22Q: 3 clusters Score -8936203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -8936228.000000 Penalty: 5570.523438
	Iteration 23Q: 3 clusters Score -8936228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -8936244.000000 Penalty: 5570.523438
	Iteration 24Q: 3 clusters Score -8936244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -8936258.000000 Penalty: 5570.523438
	Iteration 25Q: 3 clusters Score -8936258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -8936254.000000 Penalty: 5570.523438
	Iteration 26Q: 3 clusters Score -8936254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -8936257.000000 Penalty: 5570.523438
	Iteration 27Q: 3 clusters Score -8936257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -8936257.000000 Penalty: 5570.523438
	Iteration 28F: 3 clusters Score -8936257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -431918.875000 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -431918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -428038.906250 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -428038.9 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -428965.187500 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -428965.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -429155.593750 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -429155.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -429276.250000 Penalty: 4103.068359
	Iteration 3Q: 3 clusters Score -429276.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -429384.093750 Penalty: 4103.068359
	Iteration 4Q: 3 clusters Score -429384.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -429505.843750 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -429505.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -429668.625000 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -429668.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -429836.000000 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -429836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -430009.750000 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -430009.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -430170.781250 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -430170.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -430293.437500 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -430293.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -430373.562500 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -430373.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -430428.750000 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -430428.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -430460.906250 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -430460.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -430481.468750 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -430481.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -430493.281250 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -430493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -430500.187500 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -430500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -430506.750000 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -430506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -430511.968750 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -430512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -430517.218750 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -430517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -430520.031250 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -430520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -430521.687500 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -430521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -430522.750000 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -430522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -430524.031250 Penalty: 4103.068359
	Iteration 23Q: 3 clusters Score -430524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -430523.906250 Penalty: 4103.068359
	Iteration 24Q: 3 clusters Score -430523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -430524.031250 Penalty: 4103.068359
	Iteration 25Q: 3 clusters Score -430524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -430524.031250 Penalty: 4103.068359
	Iteration 26F: 3 clusters Score -430524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44181.898438 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44181.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42747.898438 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42747.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42867.101562 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42867.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42906.402344 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42913.074219 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42913.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42916.820312 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42916.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42922.828125 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42922.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42925.769531 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42925.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42929.824219 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42929.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42931.269531 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -42931.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42931.269531 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -42931.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48848.964844 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48848.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49059.355469 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49059.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49167.156250 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49167.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49309.429688 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49309.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49471.652344 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49471.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49622.425781 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49622.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49672.195312 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49672.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49724.070312 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49724.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49759.414062 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49759.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49787.039062 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49787.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49804.679688 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49804.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49820.757812 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -49820.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49826.097656 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -49826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49826.097656 Penalty: 3090.318848
	Iteration 13F: 3 clusters Score -49826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -350607.250000 Penalty: 2004.129028
	Iteration 0F: 2 clusters Score -350607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -347205.375000 Penalty: 4008.258057
	Iteration 0F: 3 clusters Score -347205.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -347970.500000 Penalty: 4008.258057
	Iteration 1F: 3 clusters Score -347970.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -348179.218750 Penalty: 4008.258057
	Iteration 2F: 3 clusters Score -348179.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348382.343750 Penalty: 4008.258057
	Iteration 3F: 3 clusters Score -348382.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -348614.437500 Penalty: 4008.258057
	Iteration 4F: 3 clusters Score -348614.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -348908.593750 Penalty: 4008.258057
	Iteration 5F: 3 clusters Score -348908.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -349194.593750 Penalty: 4008.258057
	Iteration 6F: 3 clusters Score -349194.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -349362.312500 Penalty: 4008.258057
	Iteration 7F: 3 clusters Score -349362.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -349469.718750 Penalty: 4008.258057
	Iteration 8Q: 3 clusters Score -349469.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -349538.312500 Penalty: 4008.258057
	Iteration 9Q: 3 clusters Score -349538.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -349580.656250 Penalty: 4008.258057
	Iteration 10Q: 3 clusters Score -349580.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -349603.125000 Penalty: 4008.258057
	Iteration 11Q: 3 clusters Score -349603.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -349616.656250 Penalty: 4008.258057
	Iteration 12Q: 3 clusters Score -349616.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -349627.312500 Penalty: 4008.258057
	Iteration 13Q: 3 clusters Score -349627.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -349636.750000 Penalty: 4008.258057
	Iteration 14Q: 3 clusters Score -349636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -349640.843750 Penalty: 4008.258057
	Iteration 15Q: 3 clusters Score -349640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -349642.812500 Penalty: 4008.258057
	Iteration 16Q: 3 clusters Score -349642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -349643.843750 Penalty: 4008.258057
	Iteration 17Q: 3 clusters Score -349643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -349645.093750 Penalty: 4008.258057
	Iteration 18Q: 3 clusters Score -349645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -349647.125000 Penalty: 4008.258057
	Iteration 19Q: 3 clusters Score -349647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -349648.343750 Penalty: 4008.258057
	Iteration 20F: 3 clusters Score -349648.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -349648.812500 Penalty: 4008.258057
	Iteration 21Q: 3 clusters Score -349648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -349649.562500 Penalty: 4008.258057
	Iteration 22Q: 3 clusters Score -349649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -349650.062500 Penalty: 4008.258057
	Iteration 23Q: 3 clusters Score -349650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349651.343750 Penalty: 4008.258057
	Iteration 24Q: 3 clusters Score -349651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -349652.406250 Penalty: 4008.258057
	Iteration 25Q: 3 clusters Score -349652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -349654.718750 Penalty: 4008.258057
	Iteration 26Q: 3 clusters Score -349654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -349656.843750 Penalty: 4008.258057
	Iteration 27Q: 3 clusters Score -349656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -349656.562500 Penalty: 4008.258057
	Iteration 28Q: 3 clusters Score -349656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -349657.343750 Penalty: 4008.258057
	Iteration 29Q: 3 clusters Score -349657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -349657.343750 Penalty: 4008.258057
	Iteration 30F: 3 clusters Score -349657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 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 380 members 
Entering Unmasked Estep 
Score: -78864.875000 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78864.88 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79301.976562 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79301.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79535.750000 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79535.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79678.468750 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -79678.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79783.562500 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79783.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79866.734375 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79866.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79979.093750 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79979.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80107.156250 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -80107.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80208.015625 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -80208.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80333.632812 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -80333.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80449.835938 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80449.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80533.078125 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80533.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80551.062500 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80551.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80553.507812 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80553.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80553.507812 Penalty: 3323.562744
	Iteration 14F: 3 clusters Score -80553.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -27453.726562 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27453.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26202.292969 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26202.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26356.796875 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26356.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26454.527344 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26454.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26501.417969 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26501.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26522.699219 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26536.060547 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26536.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26585.152344 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -26585.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26616.583984 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -26616.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26625.404297 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -26625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26628.093750 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -26628.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26628.093750 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -26628.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32522.865234 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32522.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32675.480469 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32675.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32732.222656 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32732.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32761.619141 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32761.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32778.289062 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32778.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32793.867188 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32793.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32859.046875 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32859.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33107.792969 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -33107.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33144.511719 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -33144.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33171.804688 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -33171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33193.109375 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -33193.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33213.117188 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -33213.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33230.472656 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -33230.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33241.312500 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -33241.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33246.808594 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -33246.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33254.980469 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -33254.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33263.707031 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -33263.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33265.980469 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -33265.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33271.566406 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -33271.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33271.566406 Penalty: 2911.171387
	Iteration 19F: 3 clusters Score -33271.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (98480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Entering Unmasked Estep 
Score: -11654191.000000 Penalty: 2851.406982
	Iteration 0F: 2 clusters Score -1.165419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -11588493.000000 Penalty: 5702.813965
	Iteration 0F: 3 clusters Score -1.158849e+07 nChanged 46518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -11614834.000000 Penalty: 5702.813965
	Iteration 1F: 3 clusters Score -1.161483e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -11615618.000000 Penalty: 5702.813965
	Iteration 2Q: 3 clusters Score -1.161562e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -11616659.000000 Penalty: 5702.813965
	Iteration 3Q: 3 clusters Score -1.161666e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -11618021.000000 Penalty: 5702.813965
	Iteration 4Q: 3 clusters Score -1.161802e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -11620289.000000 Penalty: 5702.813965
	Iteration 5Q: 3 clusters Score -1.162029e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -11624189.000000 Penalty: 5702.813965
	Iteration 6F: 3 clusters Score -1.162419e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -11630556.000000 Penalty: 5702.813965
	Iteration 7F: 3 clusters Score -1.163056e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -11638433.000000 Penalty: 5702.813965
	Iteration 8F: 3 clusters Score -1.163843e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -11644954.000000 Penalty: 5702.813965
	Iteration 9F: 3 clusters Score -1.164495e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -11648661.000000 Penalty: 5702.813965
	Iteration 10Q: 3 clusters Score -1.164866e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -11650327.000000 Penalty: 5702.813965
	Iteration 11Q: 3 clusters Score -1.165033e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -11651073.000000 Penalty: 5702.813965
	Iteration 12Q: 3 clusters Score -1.165107e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -11651530.000000 Penalty: 5702.813965
	Iteration 13Q: 3 clusters Score -1.165153e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -11651771.000000 Penalty: 5702.813965
	Iteration 14Q: 3 clusters Score -1.165177e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -11651972.000000 Penalty: 5702.813965
	Iteration 15Q: 3 clusters Score -1.165197e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 96526 members 
Entering Unmasked Estep 
Score: -11652050.000000 Penalty: 5702.813965
	Iteration 16Q: 3 clusters Score -1.165205e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -11652144.000000 Penalty: 5702.813965
	Iteration 17Q: 3 clusters Score -1.165214e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -11652215.000000 Penalty: 5702.813965
	Iteration 18Q: 3 clusters Score -1.165222e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -11652255.000000 Penalty: 5702.813965
	Iteration 19Q: 3 clusters Score -1.165226e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -11652267.000000 Penalty: 5702.813965
	Iteration 20F: 3 clusters Score -1.165227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -11652277.000000 Penalty: 5702.813965
	Iteration 21Q: 3 clusters Score -1.165228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -11652280.000000 Penalty: 5702.813965
	Iteration 22Q: 3 clusters Score -1.165228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -11652295.000000 Penalty: 5702.813965
	Iteration 23Q: 3 clusters Score -1.16523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -11652310.000000 Penalty: 5702.813965
	Iteration 24Q: 3 clusters Score -1.165231e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -11652330.000000 Penalty: 5702.813965
	Iteration 25Q: 3 clusters Score -1.165233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -11652342.000000 Penalty: 5702.813965
	Iteration 26Q: 3 clusters Score -1.165234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -11652368.000000 Penalty: 5702.813965
	Iteration 27Q: 3 clusters Score -1.165237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -11652365.000000 Penalty: 5702.813965
	Iteration 28Q: 3 clusters Score -1.165236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 97050 members 
Entering Unmasked Estep 
Score: -11652363.000000 Penalty: 5702.813965
	Iteration 29Q: 3 clusters Score -1.165236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -11652356.000000 Penalty: 5702.813965
	Iteration 30Q: 3 clusters Score -1.165236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -11652380.000000 Penalty: 5702.813965
	Iteration 31Q: 3 clusters Score -1.165238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
Score: -11652382.000000 Penalty: 5702.813965
	Iteration 32Q: 3 clusters Score -1.165238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -11652385.000000 Penalty: 5702.813965
	Iteration 33Q: 3 clusters Score -1.165238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -11652381.000000 Penalty: 5702.813965
	Iteration 34Q: 3 clusters Score -1.165238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -11652394.000000 Penalty: 5702.813965
	Iteration 35Q: 3 clusters Score -1.165239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -11652405.000000 Penalty: 5702.813965
	Iteration 36Q: 3 clusters Score -1.16524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -11652405.000000 Penalty: 5702.813965
	Iteration 37F: 3 clusters Score -1.16524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -130874.804688 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130874.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131257.171875 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131257.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131408.625000 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131408.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131505.578125 Penalty: 3498.578369
	Iteration 3F: 3 clusters Score -131505.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131556.593750 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131556.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131599.828125 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131599.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131632.281250 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131632.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -131654.953125 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -131678.906250 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131697.343750 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131704.765625 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -131713.281250 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -131719.359375 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131722.906250 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -131729.812500 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -131729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -131731.875000 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -131731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131734.671875 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -131734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -131736.765625 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -131736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -131738.031250 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -131738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131742.890625 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -131742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131742.890625 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -131742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -157782.609375 Penalty: 1799.211426
	Iteration 0F: 2 clusters Score -157782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155586.281250 Penalty: 3598.422852
	Iteration 0F: 3 clusters Score -155586.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -155919.109375 Penalty: 3598.422852
	Iteration 1F: 3 clusters Score -155919.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156037.593750 Penalty: 3598.422852
	Iteration 2F: 3 clusters Score -156037.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156099.203125 Penalty: 3598.422852
	Iteration 3Q: 3 clusters Score -156099.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156145.843750 Penalty: 3598.422852
	Iteration 4Q: 3 clusters Score -156145.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156171.093750 Penalty: 3598.422852
	Iteration 5Q: 3 clusters Score -156171.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -156190.937500 Penalty: 3598.422852
	Iteration 6Q: 3 clusters Score -156190.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156205.437500 Penalty: 3598.422852
	Iteration 7Q: 3 clusters Score -156205.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156215.750000 Penalty: 3598.422852
	Iteration 8Q: 3 clusters Score -156215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156223.968750 Penalty: 3598.422852
	Iteration 9Q: 3 clusters Score -156224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156232.406250 Penalty: 3598.422852
	Iteration 10Q: 3 clusters Score -156232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156236.078125 Penalty: 3598.422852
	Iteration 11Q: 3 clusters Score -156236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156239.125000 Penalty: 3598.422852
	Iteration 12Q: 3 clusters Score -156239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156241.828125 Penalty: 3598.422852
	Iteration 13Q: 3 clusters Score -156241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156242.515625 Penalty: 3598.422852
	Iteration 14Q: 3 clusters Score -156242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156242.515625 Penalty: 3598.422852
	Iteration 15F: 3 clusters Score -156242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56883.875000 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56883.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57047.886719 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57047.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57119.730469 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57119.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57152.968750 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57152.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57182.484375 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57182.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57206.800781 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57236.402344 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57255.972656 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57255.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57262.285156 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57262.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57284.519531 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57284.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57322.105469 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57322.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57350.000000 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57368.917969 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57368.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57395.843750 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57395.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57414.695312 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -57414.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57455.820312 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -57455.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57504.496094 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -57504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57556.082031 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -57556.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57592.917969 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -57592.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57618.035156 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -57618.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57628.339844 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -57628.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57641.910156 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -57641.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57659.996094 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -57660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57675.613281 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -57675.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57692.363281 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -57692.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57724.710938 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -57724.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57749.460938 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -57749.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57779.667969 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -57779.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57806.285156 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -57806.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57834.589844 Penalty: 3151.767578
	Iteration 29Q: 3 clusters Score -57834.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57855.273438 Penalty: 3151.767578
	Iteration 30Q: 3 clusters Score -57855.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57869.113281 Penalty: 3151.767578
	Iteration 31Q: 3 clusters Score -57869.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57891.785156 Penalty: 3151.767578
	Iteration 32Q: 3 clusters Score -57891.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57919.417969 Penalty: 3151.767578
	Iteration 33Q: 3 clusters Score -57919.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57981.839844 Penalty: 3151.767578
	Iteration 34Q: 3 clusters Score -57981.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58127.843750 Penalty: 3151.767578
	Iteration 35Q: 3 clusters Score -58127.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58397.250000 Penalty: 3151.767578
	Iteration 36Q: 3 clusters Score -58397.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58441.898438 Penalty: 3151.767578
	Iteration 37Q: 3 clusters Score -58441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58530.968750 Penalty: 3151.767578
	Iteration 38Q: 3 clusters Score -58530.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58711.601562 Penalty: 3151.767578
	Iteration 39Q: 3 clusters Score -58711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58748.218750 Penalty: 3151.767578
	Iteration 40F: 3 clusters Score -58748.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 28869 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 57706 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 222706 members 
Mstep: Class 10 contains 19532 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 338493 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 49778 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 92790 members 
Mstep: Class 17 contains 239836 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69514 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49898 members 
Mstep: Class 24 contains 75425 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3233 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98480 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1415 members 
Mstep: Class 35 contains 306 members 
Mstep: Class 36 contains 269 members 
Entering Unmasked Estep 
Score: -184001088.000000 Penalty: 127601.640625
Splitting cluster 35 changes total score from -184002752.000000 to -184001088.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 28869 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 57706 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 222706 members 
Mstep: Class 10 contains 19532 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 338493 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 49778 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 92790 members 
Mstep: Class 17 contains 239836 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69514 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49898 members 
Mstep: Class 24 contains 75425 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3233 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98480 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1415 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002880.000000 Penalty: 124057.148438
Iteration 159Q: 36 clusters Score -1.840029e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 29016 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 12454 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 57706 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48346 members 
Mstep: Class 9 contains 222843 members 
Mstep: Class 10 contains 19526 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 338562 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 49762 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 92780 members 
Mstep: Class 17 contains 239690 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 69490 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30252 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49955 members 
Mstep: Class 24 contains 75420 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3235 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98237 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1416 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002048.000000 Penalty: 124057.148438
Iteration 160F: 36 clusters Score -1.84002e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 29176 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 57700 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 48408 members 
Mstep: Class 9 contains 222965 members 
Mstep: Class 10 contains 19519 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 338562 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 49764 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 92778 members 
Mstep: Class 17 contains 239568 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 69475 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30256 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49993 members 
Mstep: Class 24 contains 75424 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3240 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 98027 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1421 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001984.000000 Penalty: 124057.148438
Iteration 161Q: 36 clusters Score -1.84002e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 29308 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 8435 members 
Mstep: Class 6 contains 57736 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 223129 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 338545 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 49768 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 92763 members 
Mstep: Class 17 contains 239422 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 69451 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30270 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50042 members 
Mstep: Class 24 contains 75436 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97826 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002224.000000 Penalty: 124057.148438
Iteration 162Q: 36 clusters Score -1.840022e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 29430 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 12435 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 57748 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 48524 members 
Mstep: Class 9 contains 223297 members 
Mstep: Class 10 contains 19501 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 338519 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 49761 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 92764 members 
Mstep: Class 17 contains 239241 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 69430 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30281 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50092 members 
Mstep: Class 24 contains 75446 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3254 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97652 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001952.000000 Penalty: 124057.148438
Iteration 163Q: 36 clusters Score -1.84002e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 29552 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 8415 members 
Mstep: Class 6 contains 57774 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 48575 members 
Mstep: Class 9 contains 223405 members 
Mstep: Class 10 contains 19497 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338483 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 49761 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 92754 members 
Mstep: Class 17 contains 239128 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 69423 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30295 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50143 members 
Mstep: Class 24 contains 75463 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97488 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002464.000000 Penalty: 124057.148438
Iteration 164Q: 36 clusters Score -1.840025e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 29671 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 12410 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 57789 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 48604 members 
Mstep: Class 9 contains 223516 members 
Mstep: Class 10 contains 19500 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338494 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 49765 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 92733 members 
Mstep: Class 17 contains 239031 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30292 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50189 members 
Mstep: Class 24 contains 75488 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3256 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97327 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002608.000000 Penalty: 124057.148438
Iteration 165Q: 36 clusters Score -1.840026e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 29780 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 12397 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 57798 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 48647 members 
Mstep: Class 9 contains 223619 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338507 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 49765 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 92710 members 
Mstep: Class 17 contains 238944 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69411 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50221 members 
Mstep: Class 24 contains 75506 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3254 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97165 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002576.000000 Penalty: 124057.148438
Iteration 166Q: 36 clusters Score -1.840026e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 29881 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 8370 members 
Mstep: Class 6 contains 57820 members 
Mstep: Class 7 contains 8310 members 
Mstep: Class 8 contains 48697 members 
Mstep: Class 9 contains 223699 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338495 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 49759 members 
Mstep: Class 15 contains 82891 members 
Mstep: Class 16 contains 92691 members 
Mstep: Class 17 contains 238862 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69427 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30306 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50257 members 
Mstep: Class 24 contains 75526 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3255 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97005 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002400.000000 Penalty: 124057.148438
Iteration 167Q: 36 clusters Score -1.840024e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 29978 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 57828 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 48737 members 
Mstep: Class 9 contains 223745 members 
Mstep: Class 10 contains 19502 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338554 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 49755 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 92669 members 
Mstep: Class 17 contains 238767 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69422 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30314 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50281 members 
Mstep: Class 24 contains 75543 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3256 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96878 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001984.000000 Penalty: 124057.148438
Iteration 168Q: 36 clusters Score -1.84002e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 30067 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 57826 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 48778 members 
Mstep: Class 9 contains 223808 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338566 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 49746 members 
Mstep: Class 15 contains 82885 members 
Mstep: Class 16 contains 92662 members 
Mstep: Class 17 contains 238683 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69412 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30328 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50301 members 
Mstep: Class 24 contains 75566 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96758 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001856.000000 Penalty: 124057.148438
Iteration 169Q: 36 clusters Score -1.840019e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 30150 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 57821 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 48802 members 
Mstep: Class 9 contains 223903 members 
Mstep: Class 10 contains 19493 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 338585 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 49729 members 
Mstep: Class 15 contains 82888 members 
Mstep: Class 16 contains 92640 members 
Mstep: Class 17 contains 238601 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69408 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30338 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50317 members 
Mstep: Class 24 contains 75595 members 
Mstep: Class 25 contains 3915 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96659 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002160.000000 Penalty: 124057.148438
Iteration 170Q: 36 clusters Score -1.840022e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 30221 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 57820 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 48829 members 
Mstep: Class 9 contains 223983 members 
Mstep: Class 10 contains 19495 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338588 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 14 contains 49717 members 
Mstep: Class 15 contains 82885 members 
Mstep: Class 16 contains 92644 members 
Mstep: Class 17 contains 238550 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 69417 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30345 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50330 members 
Mstep: Class 24 contains 75594 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96551 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002144.000000 Penalty: 124057.148438
Iteration 171Q: 36 clusters Score -1.840021e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 30288 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 6 contains 57814 members 
Mstep: Class 7 contains 8311 members 
Mstep: Class 8 contains 48861 members 
Mstep: Class 9 contains 224087 members 
Mstep: Class 10 contains 19494 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338585 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 49710 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 92632 members 
Mstep: Class 17 contains 238481 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69428 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30352 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50347 members 
Mstep: Class 24 contains 75591 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96441 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001968.000000 Penalty: 124057.148438
Iteration 172Q: 36 clusters Score -1.84002e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 30369 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 12361 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 57809 members 
Mstep: Class 7 contains 8312 members 
Mstep: Class 8 contains 48885 members 
Mstep: Class 9 contains 224198 members 
Mstep: Class 10 contains 19493 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 338570 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 49716 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 92621 members 
Mstep: Class 17 contains 238417 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69433 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30358 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50368 members 
Mstep: Class 24 contains 75579 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3265 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96337 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001824.000000 Penalty: 124057.148438
Iteration 173Q: 36 clusters Score -1.840018e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 30458 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 57808 members 
Mstep: Class 7 contains 8312 members 
Mstep: Class 8 contains 48905 members 
Mstep: Class 9 contains 224325 members 
Mstep: Class 10 contains 19500 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 338520 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 49715 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 92634 members 
Mstep: Class 17 contains 238339 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 69419 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30370 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50376 members 
Mstep: Class 24 contains 75586 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3265 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96228 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1430 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001856.000000 Penalty: 124057.148438
Iteration 174Q: 36 clusters Score -1.840019e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 30557 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 12347 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 57816 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48930 members 
Mstep: Class 9 contains 224454 members 
Mstep: Class 10 contains 19501 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 338519 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 49720 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 92633 members 
Mstep: Class 17 contains 238212 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 69402 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30381 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50378 members 
Mstep: Class 24 contains 75590 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96133 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1431 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001936.000000 Penalty: 124057.148438
Iteration 175Q: 36 clusters Score -1.840019e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 30656 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 12342 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 57810 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48955 members 
Mstep: Class 9 contains 224537 members 
Mstep: Class 10 contains 19501 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 338552 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 49717 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 92623 members 
Mstep: Class 17 contains 238112 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69386 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30399 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50380 members 
Mstep: Class 24 contains 75606 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96034 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002112.000000 Penalty: 124057.148438
Iteration 176Q: 36 clusters Score -1.840021e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 30754 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 4 contains 12337 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 57800 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 48974 members 
Mstep: Class 9 contains 224583 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 338633 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 49718 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 92630 members 
Mstep: Class 17 contains 237992 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69368 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30418 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50387 members 
Mstep: Class 24 contains 75600 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95958 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002128.000000 Penalty: 124057.148438
Iteration 177Q: 36 clusters Score -1.840021e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 30839 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 12333 members 
Mstep: Class 5 contains 8302 members 
Mstep: Class 6 contains 57795 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 49005 members 
Mstep: Class 9 contains 224635 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 338697 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49719 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92640 members 
Mstep: Class 17 contains 237856 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69357 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30430 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50405 members 
Mstep: Class 24 contains 75588 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3265 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95886 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001968.000000 Penalty: 124057.148438
Iteration 178Q: 36 clusters Score -1.84002e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 30914 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 12329 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 57788 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 49029 members 
Mstep: Class 9 contains 224710 members 
Mstep: Class 10 contains 19502 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 338764 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49714 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92654 members 
Mstep: Class 17 contains 237718 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 69357 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30442 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50421 members 
Mstep: Class 24 contains 75586 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95788 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001872.000000 Penalty: 124057.148438
Iteration 179Q: 36 clusters Score -1.840019e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 30994 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 57773 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 49062 members 
Mstep: Class 9 contains 224784 members 
Mstep: Class 10 contains 19505 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 338798 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49706 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92678 members 
Mstep: Class 17 contains 237588 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 69351 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30453 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50435 members 
Mstep: Class 24 contains 75580 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95720 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001744.000000 Penalty: 124057.148438
Iteration 180F: 36 clusters Score -1.840017e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 31058 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 12321 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57761 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 49085 members 
Mstep: Class 9 contains 224859 members 
Mstep: Class 10 contains 19500 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 338852 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49690 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92692 members 
Mstep: Class 17 contains 237481 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69336 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30462 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50450 members 
Mstep: Class 24 contains 75579 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95662 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001632.000000 Penalty: 124057.148438
Iteration 181Q: 36 clusters Score -1.840016e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 31117 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 57763 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 49115 members 
Mstep: Class 9 contains 224915 members 
Mstep: Class 10 contains 19501 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 338954 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49677 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 92696 members 
Mstep: Class 17 contains 237304 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 69324 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30473 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50480 members 
Mstep: Class 24 contains 75571 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95614 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001856.000000 Penalty: 124057.148438
Iteration 182Q: 36 clusters Score -1.840019e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 31172 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 12318 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 57756 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 49142 members 
Mstep: Class 9 contains 224991 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 339058 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49666 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 92704 members 
Mstep: Class 17 contains 237127 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 69307 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30472 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50509 members 
Mstep: Class 24 contains 75569 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95558 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001696.000000 Penalty: 124057.148438
Iteration 183Q: 36 clusters Score -1.840017e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 31245 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 57751 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 49174 members 
Mstep: Class 9 contains 225050 members 
Mstep: Class 10 contains 19505 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 339130 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 49656 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 92712 members 
Mstep: Class 17 contains 236985 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69298 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30471 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50533 members 
Mstep: Class 24 contains 75566 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95495 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001456.000000 Penalty: 124057.148438
Iteration 184Q: 36 clusters Score -1.840015e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 31315 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 12300 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 57731 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 49215 members 
Mstep: Class 9 contains 225097 members 
Mstep: Class 10 contains 19509 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 339218 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 49656 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92715 members 
Mstep: Class 17 contains 236802 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69290 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30484 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50568 members 
Mstep: Class 24 contains 75573 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95433 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001280.000000 Penalty: 124057.148438
Iteration 185Q: 36 clusters Score -1.840013e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 31375 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 12291 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 57728 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 49243 members 
Mstep: Class 9 contains 225162 members 
Mstep: Class 10 contains 19508 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 339345 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 49654 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 92713 members 
Mstep: Class 17 contains 236590 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69274 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30495 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50592 members 
Mstep: Class 24 contains 75582 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95370 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001456.000000 Penalty: 124057.148438
Iteration 186Q: 36 clusters Score -1.840015e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 31441 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 12286 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 57734 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 49267 members 
Mstep: Class 9 contains 225224 members 
Mstep: Class 10 contains 19505 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 339448 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 49656 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 92723 members 
Mstep: Class 17 contains 236340 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 69266 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30511 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50612 members 
Mstep: Class 24 contains 75597 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95321 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001136.000000 Penalty: 124057.148438
Iteration 187Q: 36 clusters Score -1.840011e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 31503 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 57752 members 
Mstep: Class 7 contains 8319 members 
Mstep: Class 8 contains 49304 members 
Mstep: Class 9 contains 225295 members 
Mstep: Class 10 contains 19506 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 339556 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 49672 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 92702 members 
Mstep: Class 17 contains 236065 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 69256 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30529 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50644 members 
Mstep: Class 24 contains 75608 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95276 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001120.000000 Penalty: 124057.148438
Iteration 188Q: 36 clusters Score -1.840011e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 31566 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57773 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 49341 members 
Mstep: Class 9 contains 225349 members 
Mstep: Class 10 contains 19502 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 339649 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 49685 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 92697 members 
Mstep: Class 17 contains 235850 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 69236 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30544 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50658 members 
Mstep: Class 24 contains 75625 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95221 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001072.000000 Penalty: 124057.148438
Iteration 189Q: 36 clusters Score -1.840011e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 31625 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57785 members 
Mstep: Class 7 contains 8320 members 
Mstep: Class 8 contains 49362 members 
Mstep: Class 9 contains 225388 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 339778 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 49683 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92694 members 
Mstep: Class 17 contains 235617 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 69213 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30563 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50670 members 
Mstep: Class 24 contains 75652 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95181 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000976.000000 Penalty: 124057.148438
Iteration 190Q: 36 clusters Score -1.84001e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 31701 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57786 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 49382 members 
Mstep: Class 9 contains 225428 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 339828 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 49691 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 92703 members 
Mstep: Class 17 contains 235449 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30581 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50686 members 
Mstep: Class 24 contains 75664 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95129 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000720.000000 Penalty: 124057.148438
Iteration 191Q: 36 clusters Score -1.840007e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 31792 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57796 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 49408 members 
Mstep: Class 9 contains 225464 members 
Mstep: Class 10 contains 19496 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 339841 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 49709 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 92712 members 
Mstep: Class 17 contains 235275 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 69205 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30593 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50708 members 
Mstep: Class 24 contains 75671 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95084 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000448.000000 Penalty: 124057.148438
Iteration 192Q: 36 clusters Score -1.840004e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 1878 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57807 members 
Mstep: Class 7 contains 8324 members 
Mstep: Class 8 contains 49440 members 
Mstep: Class 9 contains 225492 members 
Mstep: Class 10 contains 19498 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 339859 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49725 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92710 members 
Mstep: Class 17 contains 235115 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 69196 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30605 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50730 members 
Mstep: Class 24 contains 75679 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95031 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000496.000000 Penalty: 124057.148438
Iteration 193Q: 36 clusters Score -1.840005e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 31999 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57819 members 
Mstep: Class 7 contains 8323 members 
Mstep: Class 8 contains 49473 members 
Mstep: Class 9 contains 225513 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 339886 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 49745 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 92688 members 
Mstep: Class 17 contains 234965 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 69174 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30615 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50757 members 
Mstep: Class 24 contains 75699 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94987 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000496.000000 Penalty: 124057.148438
Iteration 194Q: 36 clusters Score -1.840005e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 32126 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57831 members 
Mstep: Class 7 contains 8325 members 
Mstep: Class 8 contains 49503 members 
Mstep: Class 9 contains 225520 members 
Mstep: Class 10 contains 19486 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 339907 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49755 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 92684 members 
Mstep: Class 17 contains 234815 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 69144 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30627 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50765 members 
Mstep: Class 24 contains 75711 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94956 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000480.000000 Penalty: 124057.148438
Iteration 195Q: 36 clusters Score -1.840005e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 32244 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12286 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57847 members 
Mstep: Class 7 contains 8325 members 
Mstep: Class 8 contains 49522 members 
Mstep: Class 9 contains 225526 members 
Mstep: Class 10 contains 19486 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 339942 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49765 members 
Mstep: Class 15 contains 82888 members 
Mstep: Class 16 contains 92671 members 
Mstep: Class 17 contains 234637 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 69124 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30631 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50783 members 
Mstep: Class 24 contains 75737 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94921 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000496.000000 Penalty: 124057.148438
Iteration 196Q: 36 clusters Score -1.840005e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 32371 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12295 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57861 members 
Mstep: Class 7 contains 8326 members 
Mstep: Class 8 contains 49558 members 
Mstep: Class 9 contains 225543 members 
Mstep: Class 10 contains 19488 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 340009 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49783 members 
Mstep: Class 15 contains 82890 members 
Mstep: Class 16 contains 92638 members 
Mstep: Class 17 contains 234414 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 69108 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30641 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50791 members 
Mstep: Class 24 contains 75751 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94879 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000496.000000 Penalty: 124057.148438
Iteration 197Q: 36 clusters Score -1.840005e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 32484 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12304 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57870 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 49597 members 
Mstep: Class 9 contains 225566 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 340051 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49801 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 92636 members 
Mstep: Class 17 contains 234169 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 69095 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30656 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50798 members 
Mstep: Class 24 contains 75775 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94855 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000448.000000 Penalty: 124057.148438
Iteration 198Q: 36 clusters Score -1.840004e+08 nChanged 992
Entering ConstructFrom: 
Score: -184000448.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (51144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Entering Unmasked Estep 
Score: -6039478.500000 Penalty: 2688.915283
	Iteration 0F: 2 clusters Score -6039478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6005079.000000 Penalty: 5377.830566
	Iteration 0F: 3 clusters Score -6005079 nChanged 23667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -6018301.000000 Penalty: 5377.830566
	Iteration 1F: 3 clusters Score -6018301 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -6018989.500000 Penalty: 5377.830566
	Iteration 2Q: 3 clusters Score -6018990 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -6019814.500000 Penalty: 5377.830566
	Iteration 3Q: 3 clusters Score -6019814 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -6020844.500000 Penalty: 5377.830566
	Iteration 4Q: 3 clusters Score -6020844 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -6022170.500000 Penalty: 5377.830566
	Iteration 5F: 3 clusters Score -6022170 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -6023816.500000 Penalty: 5377.830566
	Iteration 6F: 3 clusters Score -6023816 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6025644.000000 Penalty: 5377.830566
	Iteration 7F: 3 clusters Score -6025644 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -6027728.000000 Penalty: 5377.830566
	Iteration 8F: 3 clusters Score -6027728 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -6029681.500000 Penalty: 5377.830566
	Iteration 9F: 3 clusters Score -6029682 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -6031313.500000 Penalty: 5377.830566
	Iteration 10Q: 3 clusters Score -6031314 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6032672.500000 Penalty: 5377.830566
	Iteration 11Q: 3 clusters Score -6032672 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -6033527.000000 Penalty: 5377.830566
	Iteration 12Q: 3 clusters Score -6033527 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -6034150.000000 Penalty: 5377.830566
	Iteration 13Q: 3 clusters Score -6034150 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6034601.000000 Penalty: 5377.830566
	Iteration 14Q: 3 clusters Score -6034601 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -6034943.500000 Penalty: 5377.830566
	Iteration 15Q: 3 clusters Score -6034944 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -6035305.000000 Penalty: 5377.830566
	Iteration 16Q: 3 clusters Score -6035305 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6035661.000000 Penalty: 5377.830566
	Iteration 17Q: 3 clusters Score -6035661 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -6035939.000000 Penalty: 5377.830566
	Iteration 18Q: 3 clusters Score -6035939 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -6036200.000000 Penalty: 5377.830566
	Iteration 19Q: 3 clusters Score -6036200 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -6036495.500000 Penalty: 5377.830566
	Iteration 20F: 3 clusters Score -6036496 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -6036711.500000 Penalty: 5377.830566
	Iteration 21Q: 3 clusters Score -6036712 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6036890.500000 Penalty: 5377.830566
	Iteration 22Q: 3 clusters Score -6036890 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -6037028.000000 Penalty: 5377.830566
	Iteration 23Q: 3 clusters Score -6037028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6037154.000000 Penalty: 5377.830566
	Iteration 24Q: 3 clusters Score -6037154 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -6037262.500000 Penalty: 5377.830566
	Iteration 25Q: 3 clusters Score -6037262 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -6037366.000000 Penalty: 5377.830566
	Iteration 26Q: 3 clusters Score -6037366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6037412.000000 Penalty: 5377.830566
	Iteration 27Q: 3 clusters Score -6037412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6037440.000000 Penalty: 5377.830566
	Iteration 28Q: 3 clusters Score -6037440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -6037492.500000 Penalty: 5377.830566
	Iteration 29Q: 3 clusters Score -6037492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -6037509.000000 Penalty: 5377.830566
	Iteration 30Q: 3 clusters Score -6037509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -6037512.500000 Penalty: 5377.830566
	Iteration 31Q: 3 clusters Score -6037512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6037528.000000 Penalty: 5377.830566
	Iteration 32Q: 3 clusters Score -6037528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -6037538.000000 Penalty: 5377.830566
	Iteration 33Q: 3 clusters Score -6037538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -6037547.000000 Penalty: 5377.830566
	Iteration 34Q: 3 clusters Score -6037547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6037566.000000 Penalty: 5377.830566
	Iteration 35Q: 3 clusters Score -6037566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -6037570.000000 Penalty: 5377.830566
	Iteration 36Q: 3 clusters Score -6037570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6037572.000000 Penalty: 5377.830566
	Iteration 37Q: 3 clusters Score -6037572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -6037577.500000 Penalty: 5377.830566
	Iteration 38Q: 3 clusters Score -6037578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6037566.500000 Penalty: 5377.830566
	Iteration 39Q: 3 clusters Score -6037566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6037574.000000 Penalty: 5377.830566
	Iteration 40F: 3 clusters Score -6037574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -6037585.500000 Penalty: 5377.830566
	Iteration 41Q: 3 clusters Score -6037586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6037585.500000 Penalty: 5377.830566
	Iteration 42Q: 3 clusters Score -6037586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6037584.500000 Penalty: 5377.830566
	Iteration 43Q: 3 clusters Score -6037584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6037600.500000 Penalty: 5377.830566
	Iteration 44Q: 3 clusters Score -6037600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6037596.500000 Penalty: 5377.830566
	Iteration 45Q: 3 clusters Score -6037596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -6037604.500000 Penalty: 5377.830566
	Iteration 46Q: 3 clusters Score -6037604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -6037603.000000 Penalty: 5377.830566
	Iteration 47Q: 3 clusters Score -6037603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6037605.500000 Penalty: 5377.830566
	Iteration 48Q: 3 clusters Score -6037606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -6037607.500000 Penalty: 5377.830566
	Iteration 49Q: 3 clusters Score -6037608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6037602.500000 Penalty: 5377.830566
	Iteration 50Q: 3 clusters Score -6037602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -6037600.000000 Penalty: 5377.830566
	Iteration 51Q: 3 clusters Score -6037600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -6037602.500000 Penalty: 5377.830566
	Iteration 52Q: 3 clusters Score -6037602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6037605.500000 Penalty: 5377.830566
	Iteration 53Q: 3 clusters Score -6037606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6037610.500000 Penalty: 5377.830566
	Iteration 54Q: 3 clusters Score -6037610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -6037604.500000 Penalty: 5377.830566
	Iteration 55Q: 3 clusters Score -6037604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -6037600.500000 Penalty: 5377.830566
	Iteration 56Q: 3 clusters Score -6037600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6037606.000000 Penalty: 5377.830566
	Iteration 57Q: 3 clusters Score -6037606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -6037602.000000 Penalty: 5377.830566
	Iteration 58Q: 3 clusters Score -6037602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6037602.000000 Penalty: 5377.830566
	Iteration 59Q: 3 clusters Score -6037602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -6037611.500000 Penalty: 5377.830566
	Iteration 60F: 3 clusters Score -6037612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -6037605.500000 Penalty: 5377.830566
	Iteration 61Q: 3 clusters Score -6037606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6037609.000000 Penalty: 5377.830566
	Iteration 62Q: 3 clusters Score -6037609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6037607.500000 Penalty: 5377.830566
	Iteration 63Q: 3 clusters Score -6037608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6037608.500000 Penalty: 5377.830566
	Iteration 64Q: 3 clusters Score -6037608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6037611.000000 Penalty: 5377.830566
	Iteration 65Q: 3 clusters Score -6037611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -6037608.000000 Penalty: 5377.830566
	Iteration 66Q: 3 clusters Score -6037608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6037614.500000 Penalty: 5377.830566
	Iteration 67Q: 3 clusters Score -6037614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6037616.500000 Penalty: 5377.830566
	Iteration 68Q: 3 clusters Score -6037616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -6037618.000000 Penalty: 5377.830566
	Iteration 69Q: 3 clusters Score -6037618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -6037618.000000 Penalty: 5377.830566
	Iteration 70F: 3 clusters Score -6037618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Entering Unmasked Estep 
Score: -3835050.250000 Penalty: 2577.187256
	Iteration 0F: 2 clusters Score -3835050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3812899.250000 Penalty: 5154.374512
	Iteration 0F: 3 clusters Score -3812899 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3820638.000000 Penalty: 5154.374512
	Iteration 1F: 3 clusters Score -3820638 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3821130.750000 Penalty: 5154.374512
	Iteration 2Q: 3 clusters Score -3821131 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3821603.000000 Penalty: 5154.374512
	Iteration 3Q: 3 clusters Score -3821603 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3822193.750000 Penalty: 5154.374512
	Iteration 4Q: 3 clusters Score -3822194 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3823065.500000 Penalty: 5154.374512
	Iteration 5F: 3 clusters Score -3823066 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3824434.000000 Penalty: 5154.374512
	Iteration 6F: 3 clusters Score -3824434 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3826539.750000 Penalty: 5154.374512
	Iteration 7F: 3 clusters Score -3826540 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3828994.000000 Penalty: 5154.374512
	Iteration 8F: 3 clusters Score -3828994 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3830851.000000 Penalty: 5154.374512
	Iteration 9F: 3 clusters Score -3830851 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3831905.500000 Penalty: 5154.374512
	Iteration 10Q: 3 clusters Score -3831906 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3832372.250000 Penalty: 5154.374512
	Iteration 11Q: 3 clusters Score -3832372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3832569.500000 Penalty: 5154.374512
	Iteration 12Q: 3 clusters Score -3832570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3832660.000000 Penalty: 5154.374512
	Iteration 13Q: 3 clusters Score -3832660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -3832718.750000 Penalty: 5154.374512
	Iteration 14Q: 3 clusters Score -3832719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3832765.250000 Penalty: 5154.374512
	Iteration 15Q: 3 clusters Score -3832765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3832789.000000 Penalty: 5154.374512
	Iteration 16Q: 3 clusters Score -3832789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3832823.750000 Penalty: 5154.374512
	Iteration 17Q: 3 clusters Score -3832824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3832844.750000 Penalty: 5154.374512
	Iteration 18Q: 3 clusters Score -3832845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3832856.250000 Penalty: 5154.374512
	Iteration 19Q: 3 clusters Score -3832856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3832858.250000 Penalty: 5154.374512
	Iteration 20F: 3 clusters Score -3832858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3832875.500000 Penalty: 5154.374512
	Iteration 21Q: 3 clusters Score -3832876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -3832875.250000 Penalty: 5154.374512
	Iteration 22Q: 3 clusters Score -3832875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3832878.250000 Penalty: 5154.374512
	Iteration 23Q: 3 clusters Score -3832878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3832878.250000 Penalty: 5154.374512
	Iteration 24F: 3 clusters Score -3832878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -207343.359375 Penalty: 1870.205811
	Iteration 0F: 2 clusters Score -207343.4 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 905 members 
Entering Unmasked Estep 
Score: -204778.500000 Penalty: 3740.411621
	Iteration 0F: 3 clusters Score -204778.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205321.265625 Penalty: 3740.411621
	Iteration 1F: 3 clusters Score -205321.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -205777.093750 Penalty: 3740.411621
	Iteration 2F: 3 clusters Score -205777.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -206313.000000 Penalty: 3740.411621
	Iteration 3F: 3 clusters Score -206313 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -206675.500000 Penalty: 3740.411621
	Iteration 4F: 3 clusters Score -206675.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -206884.859375 Penalty: 3740.411621
	Iteration 5F: 3 clusters Score -206884.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -206965.828125 Penalty: 3740.411621
	Iteration 6Q: 3 clusters Score -206965.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -207006.187500 Penalty: 3740.411621
	Iteration 7Q: 3 clusters Score -207006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -207039.078125 Penalty: 3740.411621
	Iteration 8Q: 3 clusters Score -207039.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -207061.921875 Penalty: 3740.411621
	Iteration 9Q: 3 clusters Score -207061.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -207078.968750 Penalty: 3740.411621
	Iteration 10Q: 3 clusters Score -207079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -207096.390625 Penalty: 3740.411621
	Iteration 11Q: 3 clusters Score -207096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -207116.625000 Penalty: 3740.411621
	Iteration 12Q: 3 clusters Score -207116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -207128.421875 Penalty: 3740.411621
	Iteration 13Q: 3 clusters Score -207128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -207143.781250 Penalty: 3740.411621
	Iteration 14Q: 3 clusters Score -207143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -207164.250000 Penalty: 3740.411621
	Iteration 15Q: 3 clusters Score -207164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -207172.359375 Penalty: 3740.411621
	Iteration 16Q: 3 clusters Score -207172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -207175.546875 Penalty: 3740.411621
	Iteration 17Q: 3 clusters Score -207175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -207176.937500 Penalty: 3740.411621
	Iteration 18Q: 3 clusters Score -207176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -207180.890625 Penalty: 3740.411621
	Iteration 19Q: 3 clusters Score -207180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -207184.765625 Penalty: 3740.411621
	Iteration 20F: 3 clusters Score -207184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -207186.515625 Penalty: 3740.411621
	Iteration 21Q: 3 clusters Score -207186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -207186.515625 Penalty: 3740.411621
	Iteration 22F: 3 clusters Score -207186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Entering Unmasked Estep 
Score: -1346577.250000 Penalty: 2335.624756
	Iteration 0F: 2 clusters Score -1346577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1337474.125000 Penalty: 4671.249512
	Iteration 0F: 3 clusters Score -1337474 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1340207.375000 Penalty: 4671.249512
	Iteration 1F: 3 clusters Score -1340207 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1340548.375000 Penalty: 4671.249512
	Iteration 2F: 3 clusters Score -1340548 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1340803.375000 Penalty: 4671.249512
	Iteration 3Q: 3 clusters Score -1340803 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1341008.750000 Penalty: 4671.249512
	Iteration 4Q: 3 clusters Score -1341009 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1341174.250000 Penalty: 4671.249512
	Iteration 5Q: 3 clusters Score -1341174 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1341328.250000 Penalty: 4671.249512
	Iteration 6Q: 3 clusters Score -1341328 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1341505.000000 Penalty: 4671.249512
	Iteration 7Q: 3 clusters Score -1341505 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1341710.750000 Penalty: 4671.249512
	Iteration 8Q: 3 clusters Score -1341711 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1341951.375000 Penalty: 4671.249512
	Iteration 9Q: 3 clusters Score -1341951 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1342226.000000 Penalty: 4671.249512
	Iteration 10Q: 3 clusters Score -1342226 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1342515.375000 Penalty: 4671.249512
	Iteration 11Q: 3 clusters Score -1342515 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1342810.875000 Penalty: 4671.249512
	Iteration 12Q: 3 clusters Score -1342811 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1343147.000000 Penalty: 4671.249512
	Iteration 13Q: 3 clusters Score -1343147 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1343443.250000 Penalty: 4671.249512
	Iteration 14Q: 3 clusters Score -1343443 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1343667.000000 Penalty: 4671.249512
	Iteration 15Q: 3 clusters Score -1343667 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1343847.000000 Penalty: 4671.249512
	Iteration 16Q: 3 clusters Score -1343847 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1343975.500000 Penalty: 4671.249512
	Iteration 17Q: 3 clusters Score -1343976 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1344091.500000 Penalty: 4671.249512
	Iteration 18Q: 3 clusters Score -1344092 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1344198.875000 Penalty: 4671.249512
	Iteration 19Q: 3 clusters Score -1344199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1344293.500000 Penalty: 4671.249512
	Iteration 20F: 3 clusters Score -1344294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1344359.375000 Penalty: 4671.249512
	Iteration 21Q: 3 clusters Score -1344359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1344435.375000 Penalty: 4671.249512
	Iteration 22Q: 3 clusters Score -1344435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1344483.750000 Penalty: 4671.249512
	Iteration 23Q: 3 clusters Score -1344484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1344514.125000 Penalty: 4671.249512
	Iteration 24Q: 3 clusters Score -1344514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1344537.000000 Penalty: 4671.249512
	Iteration 25Q: 3 clusters Score -1344537 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1344558.875000 Penalty: 4671.249512
	Iteration 26Q: 3 clusters Score -1344559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1344580.625000 Penalty: 4671.249512
	Iteration 27Q: 3 clusters Score -1344581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1344600.375000 Penalty: 4671.249512
	Iteration 28Q: 3 clusters Score -1344600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1344621.125000 Penalty: 4671.249512
	Iteration 29Q: 3 clusters Score -1344621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1344633.250000 Penalty: 4671.249512
	Iteration 30Q: 3 clusters Score -1344633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1344646.500000 Penalty: 4671.249512
	Iteration 31Q: 3 clusters Score -1344646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1344658.000000 Penalty: 4671.249512
	Iteration 32Q: 3 clusters Score -1344658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1344671.250000 Penalty: 4671.249512
	Iteration 33Q: 3 clusters Score -1344671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1344683.750000 Penalty: 4671.249512
	Iteration 34Q: 3 clusters Score -1344684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1344700.750000 Penalty: 4671.249512
	Iteration 35Q: 3 clusters Score -1344701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1344712.625000 Penalty: 4671.249512
	Iteration 36Q: 3 clusters Score -1344713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1344723.000000 Penalty: 4671.249512
	Iteration 37Q: 3 clusters Score -1344723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1344734.250000 Penalty: 4671.249512
	Iteration 38Q: 3 clusters Score -1344734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1344736.750000 Penalty: 4671.249512
	Iteration 39Q: 3 clusters Score -1344737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1344739.875000 Penalty: 4671.249512
	Iteration 40F: 3 clusters Score -1344740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1344745.125000 Penalty: 4671.249512
	Iteration 41Q: 3 clusters Score -1344745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1344746.250000 Penalty: 4671.249512
	Iteration 42Q: 3 clusters Score -1344746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1344748.125000 Penalty: 4671.249512
	Iteration 43Q: 3 clusters Score -1344748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1344752.000000 Penalty: 4671.249512
	Iteration 44Q: 3 clusters Score -1344752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1344754.375000 Penalty: 4671.249512
	Iteration 45Q: 3 clusters Score -1344754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1344755.875000 Penalty: 4671.249512
	Iteration 46Q: 3 clusters Score -1344756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1344757.500000 Penalty: 4671.249512
	Iteration 47Q: 3 clusters Score -1344758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1344760.375000 Penalty: 4671.249512
	Iteration 48Q: 3 clusters Score -1344760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1344762.875000 Penalty: 4671.249512
	Iteration 49Q: 3 clusters Score -1344763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1344761.500000 Penalty: 4671.249512
	Iteration 50Q: 3 clusters Score -1344762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1344763.250000 Penalty: 4671.249512
	Iteration 51Q: 3 clusters Score -1344763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1344764.375000 Penalty: 4671.249512
	Iteration 52Q: 3 clusters Score -1344764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1344765.875000 Penalty: 4671.249512
	Iteration 53Q: 3 clusters Score -1344766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1344768.750000 Penalty: 4671.249512
	Iteration 54Q: 3 clusters Score -1344769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1344770.875000 Penalty: 4671.249512
	Iteration 55Q: 3 clusters Score -1344771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1344774.125000 Penalty: 4671.249512
	Iteration 56Q: 3 clusters Score -1344774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1344775.375000 Penalty: 4671.249512
	Iteration 57Q: 3 clusters Score -1344775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1344778.125000 Penalty: 4671.249512
	Iteration 58Q: 3 clusters Score -1344778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1344782.250000 Penalty: 4671.249512
	Iteration 59Q: 3 clusters Score -1344782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1344785.125000 Penalty: 4671.249512
	Iteration 60F: 3 clusters Score -1344785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1344787.250000 Penalty: 4671.249512
	Iteration 61Q: 3 clusters Score -1344787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1344786.375000 Penalty: 4671.249512
	Iteration 62Q: 3 clusters Score -1344786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1344787.750000 Penalty: 4671.249512
	Iteration 63Q: 3 clusters Score -1344788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1344787.750000 Penalty: 4671.249512
	Iteration 64F: 3 clusters Score -1344788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Entering Unmasked Estep 
Score: -936717.687500 Penalty: 2237.715576
	Iteration 0F: 2 clusters Score -936717.7 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 4136 members 
Entering Unmasked Estep 
Score: -930188.625000 Penalty: 4475.431152
	Iteration 0F: 3 clusters Score -930188.6 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -932007.625000 Penalty: 4475.431152
	Iteration 1F: 3 clusters Score -932007.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -932234.250000 Penalty: 4475.431152
	Iteration 2F: 3 clusters Score -932234.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -932376.687500 Penalty: 4475.431152
	Iteration 3Q: 3 clusters Score -932376.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -932493.375000 Penalty: 4475.431152
	Iteration 4Q: 3 clusters Score -932493.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -932586.000000 Penalty: 4475.431152
	Iteration 5Q: 3 clusters Score -932586 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -932653.000000 Penalty: 4475.431152
	Iteration 6Q: 3 clusters Score -932653 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -932711.312500 Penalty: 4475.431152
	Iteration 7Q: 3 clusters Score -932711.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -932772.125000 Penalty: 4475.431152
	Iteration 8Q: 3 clusters Score -932772.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -932817.125000 Penalty: 4475.431152
	Iteration 9Q: 3 clusters Score -932817.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -932867.062500 Penalty: 4475.431152
	Iteration 10Q: 3 clusters Score -932867.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -932918.437500 Penalty: 4475.431152
	Iteration 11Q: 3 clusters Score -932918.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -932977.250000 Penalty: 4475.431152
	Iteration 12Q: 3 clusters Score -932977.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -933045.687500 Penalty: 4475.431152
	Iteration 13Q: 3 clusters Score -933045.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -933130.625000 Penalty: 4475.431152
	Iteration 14Q: 3 clusters Score -933130.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -933220.187500 Penalty: 4475.431152
	Iteration 15Q: 3 clusters Score -933220.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -933332.250000 Penalty: 4475.431152
	Iteration 16Q: 3 clusters Score -933332.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -933465.750000 Penalty: 4475.431152
	Iteration 17Q: 3 clusters Score -933465.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -933610.062500 Penalty: 4475.431152
	Iteration 18Q: 3 clusters Score -933610.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -933774.500000 Penalty: 4475.431152
	Iteration 19Q: 3 clusters Score -933774.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -933933.562500 Penalty: 4475.431152
	Iteration 20F: 3 clusters Score -933933.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -934081.812500 Penalty: 4475.431152
	Iteration 21Q: 3 clusters Score -934081.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -934221.000000 Penalty: 4475.431152
	Iteration 22Q: 3 clusters Score -934221 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -934324.187500 Penalty: 4475.431152
	Iteration 23Q: 3 clusters Score -934324.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -934410.312500 Penalty: 4475.431152
	Iteration 24Q: 3 clusters Score -934410.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -934488.500000 Penalty: 4475.431152
	Iteration 25Q: 3 clusters Score -934488.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -934555.000000 Penalty: 4475.431152
	Iteration 26Q: 3 clusters Score -934555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -934594.250000 Penalty: 4475.431152
	Iteration 27Q: 3 clusters Score -934594.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -934618.312500 Penalty: 4475.431152
	Iteration 28Q: 3 clusters Score -934618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -934634.437500 Penalty: 4475.431152
	Iteration 29Q: 3 clusters Score -934634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -934644.625000 Penalty: 4475.431152
	Iteration 30Q: 3 clusters Score -934644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -934659.875000 Penalty: 4475.431152
	Iteration 31Q: 3 clusters Score -934659.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -934670.875000 Penalty: 4475.431152
	Iteration 32Q: 3 clusters Score -934670.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -934683.000000 Penalty: 4475.431152
	Iteration 33Q: 3 clusters Score -934683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -934689.250000 Penalty: 4475.431152
	Iteration 34Q: 3 clusters Score -934689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -934695.375000 Penalty: 4475.431152
	Iteration 35Q: 3 clusters Score -934695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -934701.687500 Penalty: 4475.431152
	Iteration 36Q: 3 clusters Score -934701.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -934709.875000 Penalty: 4475.431152
	Iteration 37Q: 3 clusters Score -934709.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -934719.500000 Penalty: 4475.431152
	Iteration 38Q: 3 clusters Score -934719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -934723.812500 Penalty: 4475.431152
	Iteration 39Q: 3 clusters Score -934723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -934726.250000 Penalty: 4475.431152
	Iteration 40F: 3 clusters Score -934726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -934727.375000 Penalty: 4475.431152
	Iteration 41Q: 3 clusters Score -934727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -934728.375000 Penalty: 4475.431152
	Iteration 42Q: 3 clusters Score -934728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -934733.937500 Penalty: 4475.431152
	Iteration 43Q: 3 clusters Score -934733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -934736.875000 Penalty: 4475.431152
	Iteration 44Q: 3 clusters Score -934736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -934740.187500 Penalty: 4475.431152
	Iteration 45Q: 3 clusters Score -934740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -934742.500000 Penalty: 4475.431152
	Iteration 46Q: 3 clusters Score -934742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -934743.250000 Penalty: 4475.431152
	Iteration 47Q: 3 clusters Score -934743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -934743.000000 Penalty: 4475.431152
	Iteration 48Q: 3 clusters Score -934743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -934743.000000 Penalty: 4475.431152
	Iteration 49F: 3 clusters Score -934743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Entering Unmasked Estep 
Score: -6875750.000000 Penalty: 2719.578125
	Iteration 0F: 2 clusters Score -6875750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6836872.500000 Penalty: 5439.156250
	Iteration 0F: 3 clusters Score -6836872 nChanged 26966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6851847.500000 Penalty: 5439.156250
	Iteration 1F: 3 clusters Score -6851848 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -6852349.500000 Penalty: 5439.156250
	Iteration 2Q: 3 clusters Score -6852350 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -6852765.000000 Penalty: 5439.156250
	Iteration 3Q: 3 clusters Score -6852765 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -6853214.000000 Penalty: 5439.156250
	Iteration 4Q: 3 clusters Score -6853214 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -6853694.000000 Penalty: 5439.156250
	Iteration 5Q: 3 clusters Score -6853694 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -6854351.000000 Penalty: 5439.156250
	Iteration 6Q: 3 clusters Score -6854351 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -6855437.500000 Penalty: 5439.156250
	Iteration 7Q: 3 clusters Score -6855438 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -6857070.000000 Penalty: 5439.156250
	Iteration 8F: 3 clusters Score -6857070 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -6859881.500000 Penalty: 5439.156250
	Iteration 9F: 3 clusters Score -6859882 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -6863702.000000 Penalty: 5439.156250
	Iteration 10F: 3 clusters Score -6863702 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6867763.500000 Penalty: 5439.156250
	Iteration 11F: 3 clusters Score -6867764 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -6870767.000000 Penalty: 5439.156250
	Iteration 12F: 3 clusters Score -6870767 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -6872235.500000 Penalty: 5439.156250
	Iteration 13Q: 3 clusters Score -6872236 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -6872950.500000 Penalty: 5439.156250
	Iteration 14Q: 3 clusters Score -6872950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -6873245.500000 Penalty: 5439.156250
	Iteration 15Q: 3 clusters Score -6873246 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -6873421.000000 Penalty: 5439.156250
	Iteration 16Q: 3 clusters Score -6873421 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -6873521.500000 Penalty: 5439.156250
	Iteration 17Q: 3 clusters Score -6873522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -6873561.500000 Penalty: 5439.156250
	Iteration 18Q: 3 clusters Score -6873562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -6873583.000000 Penalty: 5439.156250
	Iteration 19Q: 3 clusters Score -6873583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -6873607.500000 Penalty: 5439.156250
	Iteration 20F: 3 clusters Score -6873608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -6873611.000000 Penalty: 5439.156250
	Iteration 21Q: 3 clusters Score -6873611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6873620.000000 Penalty: 5439.156250
	Iteration 22Q: 3 clusters Score -6873620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6873628.000000 Penalty: 5439.156250
	Iteration 23Q: 3 clusters Score -6873628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -6873624.500000 Penalty: 5439.156250
	Iteration 24Q: 3 clusters Score -6873624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -6873630.000000 Penalty: 5439.156250
	Iteration 25Q: 3 clusters Score -6873630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -6873630.500000 Penalty: 5439.156250
	Iteration 26Q: 3 clusters Score -6873630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6873626.500000 Penalty: 5439.156250
	Iteration 27Q: 3 clusters Score -6873626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6873626.500000 Penalty: 5439.156250
	Iteration 28F: 3 clusters Score -6873626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -955737.062500 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -955737.1 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 4135 members 
Entering Unmasked Estep 
Score: -949137.125000 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -949137.1 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -950975.125000 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -950975.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -951280.500000 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -951280.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -951490.125000 Penalty: 4477.520508
	Iteration 3F: 3 clusters Score -951490.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -951628.312500 Penalty: 4477.520508
	Iteration 4Q: 3 clusters Score -951628.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -951760.687500 Penalty: 4477.520508
	Iteration 5Q: 3 clusters Score -951760.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -951906.250000 Penalty: 4477.520508
	Iteration 6Q: 3 clusters Score -951906.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -952046.625000 Penalty: 4477.520508
	Iteration 7Q: 3 clusters Score -952046.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -952191.562500 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -952191.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -952340.375000 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -952340.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -952505.687500 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -952505.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -952683.000000 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -952683 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -952871.562500 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -952871.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -953038.375000 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -953038.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -953198.062500 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -953198.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -953329.437500 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -953329.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -953420.500000 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -953420.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -953481.500000 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -953481.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -953524.125000 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -953524.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -953572.687500 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -953572.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -953609.875000 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -953609.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -953641.437500 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -953641.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -953670.562500 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -953670.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -953692.500000 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -953692.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -953708.937500 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -953708.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -953722.437500 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -953722.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -953738.375000 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -953738.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -953751.937500 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -953751.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -953763.500000 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -953763.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -953771.500000 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -953771.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -953777.312500 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -953777.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -953783.625000 Penalty: 4477.520508
	Iteration 31Q: 3 clusters Score -953783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -953785.687500 Penalty: 4477.520508
	Iteration 32Q: 3 clusters Score -953785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -953789.437500 Penalty: 4477.520508
	Iteration 33Q: 3 clusters Score -953789.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -953793.687500 Penalty: 4477.520508
	Iteration 34Q: 3 clusters Score -953793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -953798.312500 Penalty: 4477.520508
	Iteration 35Q: 3 clusters Score -953798.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -953799.375000 Penalty: 4477.520508
	Iteration 36Q: 3 clusters Score -953799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -953801.625000 Penalty: 4477.520508
	Iteration 37Q: 3 clusters Score -953801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -953803.375000 Penalty: 4477.520508
	Iteration 38Q: 3 clusters Score -953803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -953806.875000 Penalty: 4477.520508
	Iteration 39Q: 3 clusters Score -953806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -953810.125000 Penalty: 4477.520508
	Iteration 40F: 3 clusters Score -953810.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -953817.187500 Penalty: 4477.520508
	Iteration 41Q: 3 clusters Score -953817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -953819.750000 Penalty: 4477.520508
	Iteration 42Q: 3 clusters Score -953819.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -953823.562500 Penalty: 4477.520508
	Iteration 43Q: 3 clusters Score -953823.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -953827.562500 Penalty: 4477.520508
	Iteration 44Q: 3 clusters Score -953827.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -953830.250000 Penalty: 4477.520508
	Iteration 45Q: 3 clusters Score -953830.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -953838.437500 Penalty: 4477.520508
	Iteration 46Q: 3 clusters Score -953838.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -953844.062500 Penalty: 4477.520508
	Iteration 47Q: 3 clusters Score -953844.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -953848.000000 Penalty: 4477.520508
	Iteration 48Q: 3 clusters Score -953848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -953852.750000 Penalty: 4477.520508
	Iteration 49Q: 3 clusters Score -953852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -953855.562500 Penalty: 4477.520508
	Iteration 50Q: 3 clusters Score -953855.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -953860.125000 Penalty: 4477.520508
	Iteration 51Q: 3 clusters Score -953860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -953863.625000 Penalty: 4477.520508
	Iteration 52Q: 3 clusters Score -953863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -953864.875000 Penalty: 4477.520508
	Iteration 53Q: 3 clusters Score -953864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -953867.625000 Penalty: 4477.520508
	Iteration 54Q: 3 clusters Score -953867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -953869.062500 Penalty: 4477.520508
	Iteration 55Q: 3 clusters Score -953869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -953872.125000 Penalty: 4477.520508
	Iteration 56Q: 3 clusters Score -953872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -953873.062500 Penalty: 4477.520508
	Iteration 57Q: 3 clusters Score -953873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -953875.875000 Penalty: 4477.520508
	Iteration 58Q: 3 clusters Score -953875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -953877.812500 Penalty: 4477.520508
	Iteration 59Q: 3 clusters Score -953877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -953877.250000 Penalty: 4477.520508
	Iteration 60F: 3 clusters Score -953877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -953879.000000 Penalty: 4477.520508
	Iteration 61Q: 3 clusters Score -953879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -953879.437500 Penalty: 4477.520508
	Iteration 62Q: 3 clusters Score -953879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -953880.375000 Penalty: 4477.520508
	Iteration 63Q: 3 clusters Score -953880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -953885.625000 Penalty: 4477.520508
	Iteration 64Q: 3 clusters Score -953885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -953885.312500 Penalty: 4477.520508
	Iteration 65Q: 3 clusters Score -953885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -953888.437500 Penalty: 4477.520508
	Iteration 66Q: 3 clusters Score -953888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -953890.875000 Penalty: 4477.520508
	Iteration 67Q: 3 clusters Score -953890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -953894.125000 Penalty: 4477.520508
	Iteration 68Q: 3 clusters Score -953894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -953892.500000 Penalty: 4477.520508
	Iteration 69Q: 3 clusters Score -953892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -953893.937500 Penalty: 4477.520508
	Iteration 70Q: 3 clusters Score -953893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -953897.750000 Penalty: 4477.520508
	Iteration 71Q: 3 clusters Score -953897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -953897.937500 Penalty: 4477.520508
	Iteration 72Q: 3 clusters Score -953897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -953898.125000 Penalty: 4477.520508
	Iteration 73Q: 3 clusters Score -953898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -953901.437500 Penalty: 4477.520508
	Iteration 74Q: 3 clusters Score -953901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -953901.000000 Penalty: 4477.520508
	Iteration 75Q: 3 clusters Score -953901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -953901.000000 Penalty: 4477.520508
	Iteration 76F: 3 clusters Score -953901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Entering Unmasked Estep 
Score: -5900946.000000 Penalty: 2681.443115
	Iteration 0F: 2 clusters Score -5900946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5867381.500000 Penalty: 5362.886230
	Iteration 0F: 3 clusters Score -5867382 nChanged 22963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5880224.500000 Penalty: 5362.886230
	Iteration 1F: 3 clusters Score -5880224 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5880867.500000 Penalty: 5362.886230
	Iteration 2Q: 3 clusters Score -5880868 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -5881592.500000 Penalty: 5362.886230
	Iteration 3Q: 3 clusters Score -5881592 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5882393.500000 Penalty: 5362.886230
	Iteration 4Q: 3 clusters Score -5882394 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -5883374.000000 Penalty: 5362.886230
	Iteration 5Q: 3 clusters Score -5883374 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5884546.000000 Penalty: 5362.886230
	Iteration 6Q: 3 clusters Score -5884546 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -5886198.000000 Penalty: 5362.886230
	Iteration 7F: 3 clusters Score -5886198 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -5888198.500000 Penalty: 5362.886230
	Iteration 8F: 3 clusters Score -5888198 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5890516.000000 Penalty: 5362.886230
	Iteration 9F: 3 clusters Score -5890516 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5892496.500000 Penalty: 5362.886230
	Iteration 10F: 3 clusters Score -5892496 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -5893700.000000 Penalty: 5362.886230
	Iteration 11Q: 3 clusters Score -5893700 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5894378.000000 Penalty: 5362.886230
	Iteration 12Q: 3 clusters Score -5894378 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5894801.000000 Penalty: 5362.886230
	Iteration 13Q: 3 clusters Score -5894801 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -5895090.000000 Penalty: 5362.886230
	Iteration 14Q: 3 clusters Score -5895090 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -5895329.000000 Penalty: 5362.886230
	Iteration 15Q: 3 clusters Score -5895329 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -5895508.000000 Penalty: 5362.886230
	Iteration 16Q: 3 clusters Score -5895508 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -5895727.000000 Penalty: 5362.886230
	Iteration 17Q: 3 clusters Score -5895727 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -5895884.000000 Penalty: 5362.886230
	Iteration 18Q: 3 clusters Score -5895884 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5896020.500000 Penalty: 5362.886230
	Iteration 19Q: 3 clusters Score -5896020 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -5896122.500000 Penalty: 5362.886230
	Iteration 20F: 3 clusters Score -5896122 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5896244.500000 Penalty: 5362.886230
	Iteration 21Q: 3 clusters Score -5896244 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5896343.000000 Penalty: 5362.886230
	Iteration 22Q: 3 clusters Score -5896343 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -5896449.500000 Penalty: 5362.886230
	Iteration 23Q: 3 clusters Score -5896450 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -5896538.000000 Penalty: 5362.886230
	Iteration 24Q: 3 clusters Score -5896538 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5896644.000000 Penalty: 5362.886230
	Iteration 25Q: 3 clusters Score -5896644 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5896744.500000 Penalty: 5362.886230
	Iteration 26Q: 3 clusters Score -5896744 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -5896816.500000 Penalty: 5362.886230
	Iteration 27Q: 3 clusters Score -5896816 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5896871.500000 Penalty: 5362.886230
	Iteration 28Q: 3 clusters Score -5896872 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5896945.000000 Penalty: 5362.886230
	Iteration 29Q: 3 clusters Score -5896945 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5897069.500000 Penalty: 5362.886230
	Iteration 30Q: 3 clusters Score -5897070 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5897127.000000 Penalty: 5362.886230
	Iteration 31Q: 3 clusters Score -5897127 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5897171.500000 Penalty: 5362.886230
	Iteration 32Q: 3 clusters Score -5897172 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5897250.000000 Penalty: 5362.886230
	Iteration 33Q: 3 clusters Score -5897250 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5897306.000000 Penalty: 5362.886230
	Iteration 34Q: 3 clusters Score -5897306 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5897370.000000 Penalty: 5362.886230
	Iteration 35Q: 3 clusters Score -5897370 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5897435.000000 Penalty: 5362.886230
	Iteration 36Q: 3 clusters Score -5897435 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -5897506.500000 Penalty: 5362.886230
	Iteration 37Q: 3 clusters Score -5897506 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5897584.500000 Penalty: 5362.886230
	Iteration 38Q: 3 clusters Score -5897584 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5897683.000000 Penalty: 5362.886230
	Iteration 39Q: 3 clusters Score -5897683 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5897750.500000 Penalty: 5362.886230
	Iteration 40F: 3 clusters Score -5897750 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5897842.500000 Penalty: 5362.886230
	Iteration 41Q: 3 clusters Score -5897842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5897920.500000 Penalty: 5362.886230
	Iteration 42Q: 3 clusters Score -5897920 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5897971.000000 Penalty: 5362.886230
	Iteration 43Q: 3 clusters Score -5897971 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -5898031.500000 Penalty: 5362.886230
	Iteration 44Q: 3 clusters Score -5898032 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -5898128.000000 Penalty: 5362.886230
	Iteration 45Q: 3 clusters Score -5898128 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -5898189.000000 Penalty: 5362.886230
	Iteration 46Q: 3 clusters Score -5898189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -5898245.500000 Penalty: 5362.886230
	Iteration 47Q: 3 clusters Score -5898246 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5898298.500000 Penalty: 5362.886230
	Iteration 48Q: 3 clusters Score -5898298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5898318.000000 Penalty: 5362.886230
	Iteration 49Q: 3 clusters Score -5898318 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5898377.500000 Penalty: 5362.886230
	Iteration 50Q: 3 clusters Score -5898378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5898411.000000 Penalty: 5362.886230
	Iteration 51Q: 3 clusters Score -5898411 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -5898462.000000 Penalty: 5362.886230
	Iteration 52Q: 3 clusters Score -5898462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -5898511.000000 Penalty: 5362.886230
	Iteration 53Q: 3 clusters Score -5898511 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5898575.000000 Penalty: 5362.886230
	Iteration 54Q: 3 clusters Score -5898575 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -5898584.000000 Penalty: 5362.886230
	Iteration 55Q: 3 clusters Score -5898584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5898635.500000 Penalty: 5362.886230
	Iteration 56Q: 3 clusters Score -5898636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -5898660.500000 Penalty: 5362.886230
	Iteration 57Q: 3 clusters Score -5898660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5898697.500000 Penalty: 5362.886230
	Iteration 58Q: 3 clusters Score -5898698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -5898731.500000 Penalty: 5362.886230
	Iteration 59Q: 3 clusters Score -5898732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -5898750.000000 Penalty: 5362.886230
	Iteration 60F: 3 clusters Score -5898750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -5898766.500000 Penalty: 5362.886230
	Iteration 61Q: 3 clusters Score -5898766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -5898777.000000 Penalty: 5362.886230
	Iteration 62Q: 3 clusters Score -5898777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -5898799.000000 Penalty: 5362.886230
	Iteration 63Q: 3 clusters Score -5898799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -5898821.000000 Penalty: 5362.886230
	Iteration 64Q: 3 clusters Score -5898821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -5898830.500000 Penalty: 5362.886230
	Iteration 65Q: 3 clusters Score -5898830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -5898825.500000 Penalty: 5362.886230
	Iteration 66Q: 3 clusters Score -5898826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5898841.000000 Penalty: 5362.886230
	Iteration 67Q: 3 clusters Score -5898841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -5898844.500000 Penalty: 5362.886230
	Iteration 68Q: 3 clusters Score -5898844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -5898836.500000 Penalty: 5362.886230
	Iteration 69Q: 3 clusters Score -5898836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5898849.000000 Penalty: 5362.886230
	Iteration 70Q: 3 clusters Score -5898849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -5898856.500000 Penalty: 5362.886230
	Iteration 71Q: 3 clusters Score -5898856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5898858.500000 Penalty: 5362.886230
	Iteration 72Q: 3 clusters Score -5898858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5898856.500000 Penalty: 5362.886230
	Iteration 73Q: 3 clusters Score -5898856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -5898882.500000 Penalty: 5362.886230
	Iteration 74Q: 3 clusters Score -5898882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -5898909.500000 Penalty: 5362.886230
	Iteration 75Q: 3 clusters Score -5898910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5898928.500000 Penalty: 5362.886230
	Iteration 76Q: 3 clusters Score -5898928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5898925.500000 Penalty: 5362.886230
	Iteration 77Q: 3 clusters Score -5898926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5898932.500000 Penalty: 5362.886230
	Iteration 78Q: 3 clusters Score -5898932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5898941.500000 Penalty: 5362.886230
	Iteration 79Q: 3 clusters Score -5898942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -5898940.500000 Penalty: 5362.886230
	Iteration 80F: 3 clusters Score -5898940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -5898947.500000 Penalty: 5362.886230
	Iteration 81Q: 3 clusters Score -5898948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -5898962.000000 Penalty: 5362.886230
	Iteration 82Q: 3 clusters Score -5898962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -5898963.500000 Penalty: 5362.886230
	Iteration 83Q: 3 clusters Score -5898964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -5898971.000000 Penalty: 5362.886230
	Iteration 84Q: 3 clusters Score -5898971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5898981.500000 Penalty: 5362.886230
	Iteration 85Q: 3 clusters Score -5898982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5898971.500000 Penalty: 5362.886230
	Iteration 86Q: 3 clusters Score -5898972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5898990.500000 Penalty: 5362.886230
	Iteration 87Q: 3 clusters Score -5898990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5898994.000000 Penalty: 5362.886230
	Iteration 88Q: 3 clusters Score -5898994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -5898982.500000 Penalty: 5362.886230
	Iteration 89Q: 3 clusters Score -5898982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -5898987.000000 Penalty: 5362.886230
	Iteration 90Q: 3 clusters Score -5898987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -5898995.000000 Penalty: 5362.886230
	Iteration 91Q: 3 clusters Score -5898995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -5899007.000000 Penalty: 5362.886230
	Iteration 92Q: 3 clusters Score -5899007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -5899005.500000 Penalty: 5362.886230
	Iteration 93Q: 3 clusters Score -5899006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -5899011.000000 Penalty: 5362.886230
	Iteration 94Q: 3 clusters Score -5899011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -5899019.000000 Penalty: 5362.886230
	Iteration 95Q: 3 clusters Score -5899019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -5899024.500000 Penalty: 5362.886230
	Iteration 96Q: 3 clusters Score -5899024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -5899023.500000 Penalty: 5362.886230
	Iteration 97Q: 3 clusters Score -5899024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -5899027.500000 Penalty: 5362.886230
	Iteration 98Q: 3 clusters Score -5899028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -5899027.500000 Penalty: 5362.886230
	Iteration 99Q: 3 clusters Score -5899028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -5899026.000000 Penalty: 5362.886230
	Iteration 100F: 3 clusters Score -5899026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -5899024.500000 Penalty: 5362.886230
	Iteration 101Q: 3 clusters Score -5899024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -5899021.500000 Penalty: 5362.886230
	Iteration 102Q: 3 clusters Score -5899022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5899025.500000 Penalty: 5362.886230
	Iteration 103Q: 3 clusters Score -5899026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5899023.500000 Penalty: 5362.886230
	Iteration 104Q: 3 clusters Score -5899024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5899023.000000 Penalty: 5362.886230
	Iteration 105Q: 3 clusters Score -5899023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -5899017.000000 Penalty: 5362.886230
	Iteration 106Q: 3 clusters Score -5899017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -5899024.500000 Penalty: 5362.886230
	Iteration 107Q: 3 clusters Score -5899024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -5899022.000000 Penalty: 5362.886230
	Iteration 108Q: 3 clusters Score -5899022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5899021.500000 Penalty: 5362.886230
	Iteration 109Q: 3 clusters Score -5899022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -5899019.000000 Penalty: 5362.886230
	Iteration 110Q: 3 clusters Score -5899019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -5899020.000000 Penalty: 5362.886230
	Iteration 111Q: 3 clusters Score -5899020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5899029.500000 Penalty: 5362.886230
	Iteration 112Q: 3 clusters Score -5899030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5899027.000000 Penalty: 5362.886230
	Iteration 113Q: 3 clusters Score -5899027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5899026.000000 Penalty: 5362.886230
	Iteration 114Q: 3 clusters Score -5899026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5899026.000000 Penalty: 5362.886230
	Iteration 115F: 3 clusters Score -5899026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (225579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225579 members 
Entering Unmasked Estep 
Score: -26513684.000000 Penalty: 3056.953613
	Iteration 0F: 2 clusters Score -2.651368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -26367860.000000 Penalty: 6113.907227
	Iteration 0F: 3 clusters Score -2.636786e+07 nChanged 108558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -26432762.000000 Penalty: 6113.907227
	Iteration 1F: 3 clusters Score -2.643276e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -26436316.000000 Penalty: 6113.907227
	Iteration 2Q: 3 clusters Score -2.643632e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 137914 members 
Entering Unmasked Estep 
Score: -26442712.000000 Penalty: 6113.907227
	Iteration 3F: 3 clusters Score -2.644271e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -26453662.000000 Penalty: 6113.907227
	Iteration 4F: 3 clusters Score -2.645366e+07 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 167815 members 
Entering Unmasked Estep 
Score: -26469148.000000 Penalty: 6113.907227
	Iteration 5F: 3 clusters Score -2.646915e+07 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 184383 members 
Entering Unmasked Estep 
Score: -26485756.000000 Penalty: 6113.907227
	Iteration 6F: 3 clusters Score -2.648576e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 197035 members 
Entering Unmasked Estep 
Score: -26498168.000000 Penalty: 6113.907227
	Iteration 7F: 3 clusters Score -2.649817e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 204269 members 
Entering Unmasked Estep 
Score: -26504704.000000 Penalty: 6113.907227
	Iteration 8Q: 3 clusters Score -2.65047e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 208240 members 
Entering Unmasked Estep 
Score: -26507346.000000 Penalty: 6113.907227
	Iteration 9Q: 3 clusters Score -2.650735e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 210990 members 
Entering Unmasked Estep 
Score: -26508664.000000 Penalty: 6113.907227
	Iteration 10Q: 3 clusters Score -2.650866e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 213178 members 
Entering Unmasked Estep 
Score: -26509236.000000 Penalty: 6113.907227
	Iteration 11Q: 3 clusters Score -2.650924e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 215010 members 
Entering Unmasked Estep 
Score: -26509816.000000 Penalty: 6113.907227
	Iteration 12Q: 3 clusters Score -2.650982e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 216497 members 
Entering Unmasked Estep 
Score: -26510070.000000 Penalty: 6113.907227
	Iteration 13Q: 3 clusters Score -2.651007e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 217773 members 
Entering Unmasked Estep 
Score: -26510390.000000 Penalty: 6113.907227
	Iteration 14Q: 3 clusters Score -2.651039e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 218796 members 
Entering Unmasked Estep 
Score: -26510536.000000 Penalty: 6113.907227
	Iteration 15Q: 3 clusters Score -2.651054e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 219671 members 
Entering Unmasked Estep 
Score: -26510718.000000 Penalty: 6113.907227
	Iteration 16Q: 3 clusters Score -2.651072e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 220381 members 
Entering Unmasked Estep 
Score: -26510868.000000 Penalty: 6113.907227
	Iteration 17Q: 3 clusters Score -2.651087e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 220963 members 
Entering Unmasked Estep 
Score: -26511010.000000 Penalty: 6113.907227
	Iteration 18Q: 3 clusters Score -2.651101e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -26511112.000000 Penalty: 6113.907227
	Iteration 19Q: 3 clusters Score -2.651111e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 221881 members 
Entering Unmasked Estep 
Score: -26511188.000000 Penalty: 6113.907227
	Iteration 20F: 3 clusters Score -2.651119e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 222188 members 
Entering Unmasked Estep 
Score: -26511216.000000 Penalty: 6113.907227
	Iteration 21Q: 3 clusters Score -2.651122e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 222445 members 
Entering Unmasked Estep 
Score: -26511310.000000 Penalty: 6113.907227
	Iteration 22Q: 3 clusters Score -2.651131e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 222626 members 
Entering Unmasked Estep 
Score: -26511310.000000 Penalty: 6113.907227
	Iteration 23Q: 3 clusters Score -2.651131e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 222797 members 
Entering Unmasked Estep 
Score: -26511362.000000 Penalty: 6113.907227
	Iteration 24Q: 3 clusters Score -2.651136e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 222913 members 
Entering Unmasked Estep 
Score: -26511370.000000 Penalty: 6113.907227
	Iteration 25Q: 3 clusters Score -2.651137e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 223009 members 
Entering Unmasked Estep 
Score: -26511398.000000 Penalty: 6113.907227
	Iteration 26Q: 3 clusters Score -2.65114e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 223110 members 
Entering Unmasked Estep 
Score: -26511400.000000 Penalty: 6113.907227
	Iteration 27Q: 3 clusters Score -2.65114e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 223197 members 
Entering Unmasked Estep 
Score: -26511452.000000 Penalty: 6113.907227
	Iteration 28Q: 3 clusters Score -2.651145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 223276 members 
Entering Unmasked Estep 
Score: -26511514.000000 Penalty: 6113.907227
	Iteration 29Q: 3 clusters Score -2.651151e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 223354 members 
Entering Unmasked Estep 
Score: -26511534.000000 Penalty: 6113.907227
	Iteration 30Q: 3 clusters Score -2.651153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 223416 members 
Entering Unmasked Estep 
Score: -26511512.000000 Penalty: 6113.907227
	Iteration 31Q: 3 clusters Score -2.651151e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 223472 members 
Entering Unmasked Estep 
Score: -26511520.000000 Penalty: 6113.907227
	Iteration 32Q: 3 clusters Score -2.651152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 223514 members 
Entering Unmasked Estep 
Score: -26511528.000000 Penalty: 6113.907227
	Iteration 33Q: 3 clusters Score -2.651153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 223544 members 
Entering Unmasked Estep 
Score: -26511496.000000 Penalty: 6113.907227
	Iteration 34Q: 3 clusters Score -2.65115e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 223574 members 
Entering Unmasked Estep 
Score: -26511518.000000 Penalty: 6113.907227
	Iteration 35Q: 3 clusters Score -2.651152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 223597 members 
Entering Unmasked Estep 
Score: -26511516.000000 Penalty: 6113.907227
	Iteration 36Q: 3 clusters Score -2.651152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 223616 members 
Entering Unmasked Estep 
Score: -26511540.000000 Penalty: 6113.907227
	Iteration 37Q: 3 clusters Score -2.651154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 223631 members 
Entering Unmasked Estep 
Score: -26511526.000000 Penalty: 6113.907227
	Iteration 38Q: 3 clusters Score -2.651153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -26511528.000000 Penalty: 6113.907227
	Iteration 39Q: 3 clusters Score -2.651153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 223667 members 
Entering Unmasked Estep 
Score: -26511532.000000 Penalty: 6113.907227
	Iteration 40F: 3 clusters Score -2.651153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -26511524.000000 Penalty: 6113.907227
	Iteration 41Q: 3 clusters Score -2.651152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 223706 members 
Entering Unmasked Estep 
Score: -26511534.000000 Penalty: 6113.907227
	Iteration 42Q: 3 clusters Score -2.651153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 223724 members 
Entering Unmasked Estep 
Score: -26511528.000000 Penalty: 6113.907227
	Iteration 43Q: 3 clusters Score -2.651153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 223737 members 
Entering Unmasked Estep 
Score: -26511554.000000 Penalty: 6113.907227
	Iteration 44Q: 3 clusters Score -2.651155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 223747 members 
Entering Unmasked Estep 
Score: -26511548.000000 Penalty: 6113.907227
	Iteration 45Q: 3 clusters Score -2.651155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 223754 members 
Entering Unmasked Estep 
Score: -26511558.000000 Penalty: 6113.907227
	Iteration 46Q: 3 clusters Score -2.651156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223759 members 
Entering Unmasked Estep 
Score: -26511544.000000 Penalty: 6113.907227
	Iteration 47Q: 3 clusters Score -2.651154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 223764 members 
Entering Unmasked Estep 
Score: -26511558.000000 Penalty: 6113.907227
	Iteration 48Q: 3 clusters Score -2.651156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 223770 members 
Entering Unmasked Estep 
Score: -26511566.000000 Penalty: 6113.907227
	Iteration 49Q: 3 clusters Score -2.651157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 223773 members 
Entering Unmasked Estep 
Score: -26511558.000000 Penalty: 6113.907227
	Iteration 50Q: 3 clusters Score -2.651156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 223776 members 
Entering Unmasked Estep 
Score: -26511552.000000 Penalty: 6113.907227
	Iteration 51Q: 3 clusters Score -2.651155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 223780 members 
Entering Unmasked Estep 
Score: -26511588.000000 Penalty: 6113.907227
	Iteration 52Q: 3 clusters Score -2.651159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 223788 members 
Entering Unmasked Estep 
Score: -26511604.000000 Penalty: 6113.907227
	Iteration 53Q: 3 clusters Score -2.65116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 223795 members 
Entering Unmasked Estep 
Score: -26511588.000000 Penalty: 6113.907227
	Iteration 54Q: 3 clusters Score -2.651159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 223812 members 
Entering Unmasked Estep 
Score: -26511584.000000 Penalty: 6113.907227
	Iteration 55Q: 3 clusters Score -2.651158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 223827 members 
Entering Unmasked Estep 
Score: -26511588.000000 Penalty: 6113.907227
	Iteration 56Q: 3 clusters Score -2.651159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 223845 members 
Entering Unmasked Estep 
Score: -26511626.000000 Penalty: 6113.907227
	Iteration 57Q: 3 clusters Score -2.651163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 223860 members 
Entering Unmasked Estep 
Score: -26511628.000000 Penalty: 6113.907227
	Iteration 58Q: 3 clusters Score -2.651163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 223878 members 
Entering Unmasked Estep 
Score: -26511636.000000 Penalty: 6113.907227
	Iteration 59Q: 3 clusters Score -2.651164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 223898 members 
Entering Unmasked Estep 
Score: -26511632.000000 Penalty: 6113.907227
	Iteration 60F: 3 clusters Score -2.651163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 223913 members 
Entering Unmasked Estep 
Score: -26511614.000000 Penalty: 6113.907227
	Iteration 61Q: 3 clusters Score -2.651161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 223924 members 
Entering Unmasked Estep 
Score: -26511618.000000 Penalty: 6113.907227
	Iteration 62Q: 3 clusters Score -2.651162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 223934 members 
Entering Unmasked Estep 
Score: -26511614.000000 Penalty: 6113.907227
	Iteration 63Q: 3 clusters Score -2.651161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 223941 members 
Entering Unmasked Estep 
Score: -26511616.000000 Penalty: 6113.907227
	Iteration 64Q: 3 clusters Score -2.651162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 223945 members 
Entering Unmasked Estep 
Score: -26511622.000000 Penalty: 6113.907227
	Iteration 65Q: 3 clusters Score -2.651162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 223950 members 
Entering Unmasked Estep 
Score: -26511638.000000 Penalty: 6113.907227
	Iteration 66Q: 3 clusters Score -2.651164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 223953 members 
Entering Unmasked Estep 
Score: -26511614.000000 Penalty: 6113.907227
	Iteration 67Q: 3 clusters Score -2.651161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 223959 members 
Entering Unmasked Estep 
Score: -26511620.000000 Penalty: 6113.907227
	Iteration 68Q: 3 clusters Score -2.651162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 223964 members 
Entering Unmasked Estep 
Score: -26511610.000000 Penalty: 6113.907227
	Iteration 69Q: 3 clusters Score -2.651161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 223971 members 
Entering Unmasked Estep 
Score: -26511616.000000 Penalty: 6113.907227
	Iteration 70Q: 3 clusters Score -2.651162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 223980 members 
Entering Unmasked Estep 
Score: -26511606.000000 Penalty: 6113.907227
	Iteration 71Q: 3 clusters Score -2.651161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 223984 members 
Entering Unmasked Estep 
Score: -26511586.000000 Penalty: 6113.907227
	Iteration 72Q: 3 clusters Score -2.651159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 223988 members 
Entering Unmasked Estep 
Score: -26511602.000000 Penalty: 6113.907227
	Iteration 73Q: 3 clusters Score -2.65116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 223992 members 
Entering Unmasked Estep 
Score: -26511604.000000 Penalty: 6113.907227
	Iteration 74Q: 3 clusters Score -2.65116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 223996 members 
Entering Unmasked Estep 
Score: -26511588.000000 Penalty: 6113.907227
	Iteration 75Q: 3 clusters Score -2.651159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 224001 members 
Entering Unmasked Estep 
Score: -26511584.000000 Penalty: 6113.907227
	Iteration 76Q: 3 clusters Score -2.651158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 224003 members 
Entering Unmasked Estep 
Score: -26511580.000000 Penalty: 6113.907227
	Iteration 77Q: 3 clusters Score -2.651158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 224005 members 
Entering Unmasked Estep 
Score: -26511580.000000 Penalty: 6113.907227
	Iteration 78Q: 3 clusters Score -2.651158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 224005 members 
Entering Unmasked Estep 
Score: -26511580.000000 Penalty: 6113.907227
	Iteration 79F: 3 clusters Score -2.651158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Entering Unmasked Estep 
Score: -2264606.250000 Penalty: 2449.646240
	Iteration 0F: 2 clusters Score -2264606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2250733.500000 Penalty: 4899.292480
	Iteration 0F: 3 clusters Score -2250734 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2255486.500000 Penalty: 4899.292480
	Iteration 1F: 3 clusters Score -2255486 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2256002.750000 Penalty: 4899.292480
	Iteration 2F: 3 clusters Score -2256003 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2256514.000000 Penalty: 4899.292480
	Iteration 3F: 3 clusters Score -2256514 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2257044.750000 Penalty: 4899.292480
	Iteration 4F: 3 clusters Score -2257045 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2257609.750000 Penalty: 4899.292480
	Iteration 5F: 3 clusters Score -2257610 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2258273.500000 Penalty: 4899.292480
	Iteration 6F: 3 clusters Score -2258274 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2259039.250000 Penalty: 4899.292480
	Iteration 7F: 3 clusters Score -2259039 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2259919.750000 Penalty: 4899.292480
	Iteration 8F: 3 clusters Score -2259920 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2260965.750000 Penalty: 4899.292480
	Iteration 9F: 3 clusters Score -2260966 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2261852.500000 Penalty: 4899.292480
	Iteration 10Q: 3 clusters Score -2261852 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2262456.750000 Penalty: 4899.292480
	Iteration 11Q: 3 clusters Score -2262457 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2262847.250000 Penalty: 4899.292480
	Iteration 12Q: 3 clusters Score -2262847 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2263054.500000 Penalty: 4899.292480
	Iteration 13Q: 3 clusters Score -2263054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2263184.750000 Penalty: 4899.292480
	Iteration 14Q: 3 clusters Score -2263185 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2263270.500000 Penalty: 4899.292480
	Iteration 15Q: 3 clusters Score -2263270 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2263334.000000 Penalty: 4899.292480
	Iteration 16Q: 3 clusters Score -2263334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2263363.250000 Penalty: 4899.292480
	Iteration 17Q: 3 clusters Score -2263363 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2263394.750000 Penalty: 4899.292480
	Iteration 18Q: 3 clusters Score -2263395 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2263404.000000 Penalty: 4899.292480
	Iteration 19Q: 3 clusters Score -2263404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2263415.500000 Penalty: 4899.292480
	Iteration 20F: 3 clusters Score -2263416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2263423.750000 Penalty: 4899.292480
	Iteration 21Q: 3 clusters Score -2263424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2263432.250000 Penalty: 4899.292480
	Iteration 22Q: 3 clusters Score -2263432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2263440.000000 Penalty: 4899.292480
	Iteration 23Q: 3 clusters Score -2263440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2263445.000000 Penalty: 4899.292480
	Iteration 24Q: 3 clusters Score -2263445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2263449.750000 Penalty: 4899.292480
	Iteration 25Q: 3 clusters Score -2263450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2263450.250000 Penalty: 4899.292480
	Iteration 26Q: 3 clusters Score -2263450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2263456.000000 Penalty: 4899.292480
	Iteration 27Q: 3 clusters Score -2263456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2263459.250000 Penalty: 4899.292480
	Iteration 28Q: 3 clusters Score -2263459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2263458.750000 Penalty: 4899.292480
	Iteration 29Q: 3 clusters Score -2263459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2263459.250000 Penalty: 4899.292480
	Iteration 30Q: 3 clusters Score -2263459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2263456.250000 Penalty: 4899.292480
	Iteration 31Q: 3 clusters Score -2263456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2263456.500000 Penalty: 4899.292480
	Iteration 32Q: 3 clusters Score -2263456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2263460.250000 Penalty: 4899.292480
	Iteration 33Q: 3 clusters Score -2263460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2263462.000000 Penalty: 4899.292480
	Iteration 34Q: 3 clusters Score -2263462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2263460.500000 Penalty: 4899.292480
	Iteration 35Q: 3 clusters Score -2263460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2263460.750000 Penalty: 4899.292480
	Iteration 36Q: 3 clusters Score -2263461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2263458.000000 Penalty: 4899.292480
	Iteration 37Q: 3 clusters Score -2263458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2263457.000000 Penalty: 4899.292480
	Iteration 38Q: 3 clusters Score -2263457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2263460.000000 Penalty: 4899.292480
	Iteration 39Q: 3 clusters Score -2263460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2263461.250000 Penalty: 4899.292480
	Iteration 40F: 3 clusters Score -2263461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2263462.250000 Penalty: 4899.292480
	Iteration 41Q: 3 clusters Score -2263462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2263457.000000 Penalty: 4899.292480
	Iteration 42Q: 3 clusters Score -2263457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2263460.000000 Penalty: 4899.292480
	Iteration 43Q: 3 clusters Score -2263460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2263459.000000 Penalty: 4899.292480
	Iteration 44Q: 3 clusters Score -2263459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2263461.250000 Penalty: 4899.292480
	Iteration 45Q: 3 clusters Score -2263461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2263463.000000 Penalty: 4899.292480
	Iteration 46Q: 3 clusters Score -2263463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2263466.750000 Penalty: 4899.292480
	Iteration 47Q: 3 clusters Score -2263467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2263464.000000 Penalty: 4899.292480
	Iteration 48Q: 3 clusters Score -2263464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2263463.250000 Penalty: 4899.292480
	Iteration 49Q: 3 clusters Score -2263463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2263465.500000 Penalty: 4899.292480
	Iteration 50Q: 3 clusters Score -2263466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2263462.750000 Penalty: 4899.292480
	Iteration 51Q: 3 clusters Score -2263463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2263462.750000 Penalty: 4899.292480
	Iteration 52F: 3 clusters Score -2263463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -223198.125000 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -223198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -220608.812500 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -220608.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221017.109375 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -221017.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221152.875000 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -221152.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -221218.546875 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -221218.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221251.609375 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -221251.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -221273.593750 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -221273.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -221286.000000 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -221286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -221299.218750 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -221299.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -221310.953125 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -221311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -221322.187500 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -221322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -221338.828125 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -221338.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -221353.328125 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -221353.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -221362.328125 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -221362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -221365.609375 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -221365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -221369.656250 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -221369.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -221375.578125 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -221375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -221378.937500 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -221378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -221381.609375 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -221381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -221383.375000 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -221383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -221385.375000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -221385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -221386.406250 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -221386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -221388.531250 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -221388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -221393.093750 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -221393.1 nChanged 7
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: -221396.890625 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -221396.9 nChanged 3
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: -221399.015625 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -221399 nChanged 3
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: -221402.921875 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -221402.9 nChanged 5
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: -221405.578125 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -221405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -221407.640625 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -221407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -221410.687500 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -221410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -221413.921875 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -221413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -221415.359375 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -221415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -221416.859375 Penalty: 3755.961426
	Iteration 31Q: 3 clusters Score -221416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -221418.625000 Penalty: 3755.961426
	Iteration 32Q: 3 clusters Score -221418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -221419.234375 Penalty: 3755.961426
	Iteration 33Q: 3 clusters Score -221419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221420.765625 Penalty: 3755.961426
	Iteration 34Q: 3 clusters Score -221420.8 nChanged 2
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: -221422.531250 Penalty: 3755.961426
	Iteration 35Q: 3 clusters Score -221422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -221424.156250 Penalty: 3755.961426
	Iteration 36Q: 3 clusters Score -221424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -221425.046875 Penalty: 3755.961426
	Iteration 37Q: 3 clusters Score -221425 nChanged 3
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: -221427.406250 Penalty: 3755.961426
	Iteration 38Q: 3 clusters Score -221427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -221429.375000 Penalty: 3755.961426
	Iteration 39Q: 3 clusters Score -221429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -221429.953125 Penalty: 3755.961426
	Iteration 40F: 3 clusters Score -221430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (340098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340098 members 
Entering Unmasked Estep 
Score: -39701272.000000 Penalty: 3158.773193
	Iteration 0F: 2 clusters Score -3.970127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -39492896.000000 Penalty: 6317.546387
	Iteration 0F: 3 clusters Score -3.94929e+07 nChanged 165210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178336 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -39591512.000000 Penalty: 6317.546387
	Iteration 1F: 3 clusters Score -3.959151e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 156812 members 
Entering Unmasked Estep 
Score: -39593196.000000 Penalty: 6317.546387
	Iteration 2Q: 3 clusters Score -3.95932e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191172 members 
Mstep: Class 2 contains 148926 members 
Entering Unmasked Estep 
Score: -39596104.000000 Penalty: 6317.546387
	Iteration 3Q: 3 clusters Score -3.95961e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203454 members 
Mstep: Class 2 contains 136644 members 
Entering Unmasked Estep 
Score: -39601508.000000 Penalty: 6317.546387
	Iteration 4Q: 3 clusters Score -3.960151e+07 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221934 members 
Mstep: Class 2 contains 118164 members 
Entering Unmasked Estep 
Score: -39612092.000000 Penalty: 6317.546387
	Iteration 5F: 3 clusters Score -3.961209e+07 nChanged 25852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247734 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -39631336.000000 Penalty: 6317.546387
	Iteration 6F: 3 clusters Score -3.963134e+07 nChanged 30609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278339 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -39659056.000000 Penalty: 6317.546387
	Iteration 7F: 3 clusters Score -3.965906e+07 nChanged 28238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306577 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -39685992.000000 Penalty: 6317.546387
	Iteration 8F: 3 clusters Score -3.968599e+07 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325183 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -39696860.000000 Penalty: 6317.546387
	Iteration 9F: 3 clusters Score -3.969686e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334057 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -39698512.000000 Penalty: 6317.546387
	Iteration 10Q: 3 clusters Score -3.969851e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337493 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -39698556.000000 Penalty: 6317.546387
	Iteration 11Q: 3 clusters Score -3.969856e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338704 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -39698556.000000 Penalty: 6317.546387
	Iteration 12Q: 3 clusters Score -3.969856e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339157 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -39698528.000000 Penalty: 6317.546387
	Iteration 13Q: 3 clusters Score -3.969853e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339359 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -39698628.000000 Penalty: 6317.546387
	Iteration 14Q: 3 clusters Score -3.969863e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339459 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -39698708.000000 Penalty: 6317.546387
	Iteration 15Q: 3 clusters Score -3.969871e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -39698720.000000 Penalty: 6317.546387
	Iteration 16Q: 3 clusters Score -3.969872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339566 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -39698712.000000 Penalty: 6317.546387
	Iteration 17Q: 3 clusters Score -3.969871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -39698728.000000 Penalty: 6317.546387
	Iteration 18Q: 3 clusters Score -3.969873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339590 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39698752.000000 Penalty: 6317.546387
	Iteration 19Q: 3 clusters Score -3.969875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339603 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39698776.000000 Penalty: 6317.546387
	Iteration 20F: 3 clusters Score -3.969878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339611 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -39698760.000000 Penalty: 6317.546387
	Iteration 21Q: 3 clusters Score -3.969876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339614 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -39698748.000000 Penalty: 6317.546387
	Iteration 22Q: 3 clusters Score -3.969875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339615 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39698748.000000 Penalty: 6317.546387
	Iteration 23Q: 3 clusters Score -3.969875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339616 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39698768.000000 Penalty: 6317.546387
	Iteration 24Q: 3 clusters Score -3.969877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339616 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39698752.000000 Penalty: 6317.546387
	Iteration 25Q: 3 clusters Score -3.969875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339617 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39698776.000000 Penalty: 6317.546387
	Iteration 26Q: 3 clusters Score -3.969878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339619 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39698764.000000 Penalty: 6317.546387
	Iteration 27Q: 3 clusters Score -3.969876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339619 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39698764.000000 Penalty: 6317.546387
	Iteration 28Q: 3 clusters Score -3.969876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339623 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39698756.000000 Penalty: 6317.546387
	Iteration 29Q: 3 clusters Score -3.969876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339625 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39698768.000000 Penalty: 6317.546387
	Iteration 30Q: 3 clusters Score -3.969877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339625 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39698756.000000 Penalty: 6317.546387
	Iteration 31Q: 3 clusters Score -3.969876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339624 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39698772.000000 Penalty: 6317.546387
	Iteration 32Q: 3 clusters Score -3.969877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339622 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39698768.000000 Penalty: 6317.546387
	Iteration 33Q: 3 clusters Score -3.969877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339623 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39698764.000000 Penalty: 6317.546387
	Iteration 34Q: 3 clusters Score -3.969876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339621 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39698748.000000 Penalty: 6317.546387
	Iteration 35Q: 3 clusters Score -3.969875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339621 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39698748.000000 Penalty: 6317.546387
	Iteration 36F: 3 clusters Score -3.969875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -281246.812500 Penalty: 1945.079834
	Iteration 0F: 2 clusters Score -281246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -278304.812500 Penalty: 3890.159668
	Iteration 0F: 3 clusters Score -278304.8 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -278911.843750 Penalty: 3890.159668
	Iteration 1F: 3 clusters Score -278911.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279106.125000 Penalty: 3890.159668
	Iteration 2F: 3 clusters Score -279106.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279207.125000 Penalty: 3890.159668
	Iteration 3Q: 3 clusters Score -279207.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279277.031250 Penalty: 3890.159668
	Iteration 4Q: 3 clusters Score -279277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -279334.906250 Penalty: 3890.159668
	Iteration 5Q: 3 clusters Score -279334.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -279379.156250 Penalty: 3890.159668
	Iteration 6Q: 3 clusters Score -279379.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -279416.625000 Penalty: 3890.159668
	Iteration 7Q: 3 clusters Score -279416.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -279444.531250 Penalty: 3890.159668
	Iteration 8Q: 3 clusters Score -279444.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -279467.375000 Penalty: 3890.159668
	Iteration 9Q: 3 clusters Score -279467.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -279497.843750 Penalty: 3890.159668
	Iteration 10Q: 3 clusters Score -279497.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -279523.500000 Penalty: 3890.159668
	Iteration 11Q: 3 clusters Score -279523.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -279544.625000 Penalty: 3890.159668
	Iteration 12Q: 3 clusters Score -279544.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -279566.750000 Penalty: 3890.159668
	Iteration 13Q: 3 clusters Score -279566.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -279592.468750 Penalty: 3890.159668
	Iteration 14Q: 3 clusters Score -279592.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -279614.093750 Penalty: 3890.159668
	Iteration 15Q: 3 clusters Score -279614.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -279627.625000 Penalty: 3890.159668
	Iteration 16Q: 3 clusters Score -279627.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -279643.093750 Penalty: 3890.159668
	Iteration 17Q: 3 clusters Score -279643.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -279656.656250 Penalty: 3890.159668
	Iteration 18Q: 3 clusters Score -279656.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -279669.250000 Penalty: 3890.159668
	Iteration 19Q: 3 clusters Score -279669.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -279685.937500 Penalty: 3890.159668
	Iteration 20F: 3 clusters Score -279685.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -279705.750000 Penalty: 3890.159668
	Iteration 21Q: 3 clusters Score -279705.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -279725.937500 Penalty: 3890.159668
	Iteration 22Q: 3 clusters Score -279725.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -279739.125000 Penalty: 3890.159668
	Iteration 23Q: 3 clusters Score -279739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -279750.625000 Penalty: 3890.159668
	Iteration 24Q: 3 clusters Score -279750.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -279762.187500 Penalty: 3890.159668
	Iteration 25Q: 3 clusters Score -279762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -279771.062500 Penalty: 3890.159668
	Iteration 26Q: 3 clusters Score -279771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -279777.656250 Penalty: 3890.159668
	Iteration 27Q: 3 clusters Score -279777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -279782.781250 Penalty: 3890.159668
	Iteration 28Q: 3 clusters Score -279782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -279785.906250 Penalty: 3890.159668
	Iteration 29Q: 3 clusters Score -279785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -279787.937500 Penalty: 3890.159668
	Iteration 30Q: 3 clusters Score -279787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -279789.968750 Penalty: 3890.159668
	Iteration 31Q: 3 clusters Score -279790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -279791.750000 Penalty: 3890.159668
	Iteration 32Q: 3 clusters Score -279791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -279793.250000 Penalty: 3890.159668
	Iteration 33Q: 3 clusters Score -279793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279794.500000 Penalty: 3890.159668
	Iteration 34Q: 3 clusters Score -279794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279794.500000 Penalty: 3890.159668
	Iteration 35F: 3 clusters Score -279794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Entering Unmasked Estep 
Score: -5873419.500000 Penalty: 2682.445312
	Iteration 0F: 2 clusters Score -5873420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -5839799.500000 Penalty: 5364.890625
	Iteration 0F: 3 clusters Score -5839800 nChanged 22993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5852618.500000 Penalty: 5364.890625
	Iteration 1F: 3 clusters Score -5852618 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5853310.000000 Penalty: 5364.890625
	Iteration 2Q: 3 clusters Score -5853310 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5854039.000000 Penalty: 5364.890625
	Iteration 3Q: 3 clusters Score -5854039 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5854867.000000 Penalty: 5364.890625
	Iteration 4Q: 3 clusters Score -5854867 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -5855799.500000 Penalty: 5364.890625
	Iteration 5Q: 3 clusters Score -5855800 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -5856966.500000 Penalty: 5364.890625
	Iteration 6Q: 3 clusters Score -5856966 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -5858379.500000 Penalty: 5364.890625
	Iteration 7F: 3 clusters Score -5858380 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5859867.000000 Penalty: 5364.890625
	Iteration 8F: 3 clusters Score -5859867 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5861375.500000 Penalty: 5364.890625
	Iteration 9F: 3 clusters Score -5861376 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5862650.000000 Penalty: 5364.890625
	Iteration 10F: 3 clusters Score -5862650 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -5863602.000000 Penalty: 5364.890625
	Iteration 11Q: 3 clusters Score -5863602 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5864361.000000 Penalty: 5364.890625
	Iteration 12Q: 3 clusters Score -5864361 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5864978.500000 Penalty: 5364.890625
	Iteration 13Q: 3 clusters Score -5864978 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -5865560.000000 Penalty: 5364.890625
	Iteration 14Q: 3 clusters Score -5865560 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5866143.500000 Penalty: 5364.890625
	Iteration 15Q: 3 clusters Score -5866144 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5866868.000000 Penalty: 5364.890625
	Iteration 16Q: 3 clusters Score -5866868 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5867472.500000 Penalty: 5364.890625
	Iteration 17Q: 3 clusters Score -5867472 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -5867970.500000 Penalty: 5364.890625
	Iteration 18Q: 3 clusters Score -5867970 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -5868410.500000 Penalty: 5364.890625
	Iteration 19Q: 3 clusters Score -5868410 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5868802.500000 Penalty: 5364.890625
	Iteration 20F: 3 clusters Score -5868802 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -5869124.000000 Penalty: 5364.890625
	Iteration 21Q: 3 clusters Score -5869124 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -5869457.000000 Penalty: 5364.890625
	Iteration 22Q: 3 clusters Score -5869457 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5869747.000000 Penalty: 5364.890625
	Iteration 23Q: 3 clusters Score -5869747 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5870076.000000 Penalty: 5364.890625
	Iteration 24Q: 3 clusters Score -5870076 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -5870362.500000 Penalty: 5364.890625
	Iteration 25Q: 3 clusters Score -5870362 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5870609.000000 Penalty: 5364.890625
	Iteration 26Q: 3 clusters Score -5870609 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5870830.500000 Penalty: 5364.890625
	Iteration 27Q: 3 clusters Score -5870830 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5870960.000000 Penalty: 5364.890625
	Iteration 28Q: 3 clusters Score -5870960 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5871115.000000 Penalty: 5364.890625
	Iteration 29Q: 3 clusters Score -5871115 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5871204.500000 Penalty: 5364.890625
	Iteration 30Q: 3 clusters Score -5871204 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5871303.000000 Penalty: 5364.890625
	Iteration 31Q: 3 clusters Score -5871303 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5871385.000000 Penalty: 5364.890625
	Iteration 32Q: 3 clusters Score -5871385 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5871445.500000 Penalty: 5364.890625
	Iteration 33Q: 3 clusters Score -5871446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5871541.000000 Penalty: 5364.890625
	Iteration 34Q: 3 clusters Score -5871541 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5871597.500000 Penalty: 5364.890625
	Iteration 35Q: 3 clusters Score -5871598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5871642.500000 Penalty: 5364.890625
	Iteration 36Q: 3 clusters Score -5871642 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5871697.000000 Penalty: 5364.890625
	Iteration 37Q: 3 clusters Score -5871697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5871734.500000 Penalty: 5364.890625
	Iteration 38Q: 3 clusters Score -5871734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5871770.000000 Penalty: 5364.890625
	Iteration 39Q: 3 clusters Score -5871770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5871779.500000 Penalty: 5364.890625
	Iteration 40F: 3 clusters Score -5871780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5871786.500000 Penalty: 5364.890625
	Iteration 41Q: 3 clusters Score -5871786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5871798.500000 Penalty: 5364.890625
	Iteration 42Q: 3 clusters Score -5871798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5871815.000000 Penalty: 5364.890625
	Iteration 43Q: 3 clusters Score -5871815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5871835.500000 Penalty: 5364.890625
	Iteration 44Q: 3 clusters Score -5871836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5871841.000000 Penalty: 5364.890625
	Iteration 45Q: 3 clusters Score -5871841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5871852.000000 Penalty: 5364.890625
	Iteration 46Q: 3 clusters Score -5871852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5871859.500000 Penalty: 5364.890625
	Iteration 47Q: 3 clusters Score -5871860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5871856.000000 Penalty: 5364.890625
	Iteration 48Q: 3 clusters Score -5871856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5871864.000000 Penalty: 5364.890625
	Iteration 49Q: 3 clusters Score -5871864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5871868.500000 Penalty: 5364.890625
	Iteration 50Q: 3 clusters Score -5871868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5871867.000000 Penalty: 5364.890625
	Iteration 51Q: 3 clusters Score -5871867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5871868.000000 Penalty: 5364.890625
	Iteration 52Q: 3 clusters Score -5871868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5871879.500000 Penalty: 5364.890625
	Iteration 53Q: 3 clusters Score -5871880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5871888.000000 Penalty: 5364.890625
	Iteration 54Q: 3 clusters Score -5871888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5871886.000000 Penalty: 5364.890625
	Iteration 55Q: 3 clusters Score -5871886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5871887.500000 Penalty: 5364.890625
	Iteration 56Q: 3 clusters Score -5871888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5871896.500000 Penalty: 5364.890625
	Iteration 57Q: 3 clusters Score -5871896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5871895.000000 Penalty: 5364.890625
	Iteration 58Q: 3 clusters Score -5871895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5871891.500000 Penalty: 5364.890625
	Iteration 59Q: 3 clusters Score -5871892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5871895.000000 Penalty: 5364.890625
	Iteration 60F: 3 clusters Score -5871895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5871891.000000 Penalty: 5364.890625
	Iteration 61Q: 3 clusters Score -5871891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5871891.000000 Penalty: 5364.890625
	Iteration 62Q: 3 clusters Score -5871891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5871892.500000 Penalty: 5364.890625
	Iteration 63Q: 3 clusters Score -5871892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5871895.000000 Penalty: 5364.890625
	Iteration 64Q: 3 clusters Score -5871895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5871891.000000 Penalty: 5364.890625
	Iteration 65Q: 3 clusters Score -5871891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5871892.000000 Penalty: 5364.890625
	Iteration 66Q: 3 clusters Score -5871892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5871892.500000 Penalty: 5364.890625
	Iteration 67Q: 3 clusters Score -5871892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5871893.000000 Penalty: 5364.890625
	Iteration 68Q: 3 clusters Score -5871893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5871897.500000 Penalty: 5364.890625
	Iteration 69Q: 3 clusters Score -5871898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5871897.500000 Penalty: 5364.890625
	Iteration 70F: 3 clusters Score -5871898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Entering Unmasked Estep 
Score: -9655955.000000 Penalty: 2808.663818
	Iteration 0F: 2 clusters Score -9655955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -9600215.000000 Penalty: 5617.327637
	Iteration 0F: 3 clusters Score -9600215 nChanged 38993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -9622353.000000 Penalty: 5617.327637
	Iteration 1F: 3 clusters Score -9622353 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -9622986.000000 Penalty: 5617.327637
	Iteration 2Q: 3 clusters Score -9622986 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -9623656.000000 Penalty: 5617.327637
	Iteration 3Q: 3 clusters Score -9623656 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -9624305.000000 Penalty: 5617.327637
	Iteration 4Q: 3 clusters Score -9624305 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -9625075.000000 Penalty: 5617.327637
	Iteration 5Q: 3 clusters Score -9625075 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -9626045.000000 Penalty: 5617.327637
	Iteration 6Q: 3 clusters Score -9626045 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -9627307.000000 Penalty: 5617.327637
	Iteration 7Q: 3 clusters Score -9627307 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -9628991.000000 Penalty: 5617.327637
	Iteration 8Q: 3 clusters Score -9628991 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9631093.000000 Penalty: 5617.327637
	Iteration 9F: 3 clusters Score -9631093 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -9633438.000000 Penalty: 5617.327637
	Iteration 10F: 3 clusters Score -9633438 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -9635971.000000 Penalty: 5617.327637
	Iteration 11F: 3 clusters Score -9635971 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -9638334.000000 Penalty: 5617.327637
	Iteration 12F: 3 clusters Score -9638334 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -9640717.000000 Penalty: 5617.327637
	Iteration 13F: 3 clusters Score -9640717 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -9643138.000000 Penalty: 5617.327637
	Iteration 14Q: 3 clusters Score -9643138 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -9645453.000000 Penalty: 5617.327637
	Iteration 15Q: 3 clusters Score -9645453 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -9647605.000000 Penalty: 5617.327637
	Iteration 16Q: 3 clusters Score -9647605 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -9649474.000000 Penalty: 5617.327637
	Iteration 17Q: 3 clusters Score -9649474 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -9651008.000000 Penalty: 5617.327637
	Iteration 18Q: 3 clusters Score -9651008 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -9652142.000000 Penalty: 5617.327637
	Iteration 19Q: 3 clusters Score -9652142 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -9652959.000000 Penalty: 5617.327637
	Iteration 20F: 3 clusters Score -9652959 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -9653391.000000 Penalty: 5617.327637
	Iteration 21Q: 3 clusters Score -9653391 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -9653683.000000 Penalty: 5617.327637
	Iteration 22Q: 3 clusters Score -9653683 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -9653826.000000 Penalty: 5617.327637
	Iteration 23Q: 3 clusters Score -9653826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -9653925.000000 Penalty: 5617.327637
	Iteration 24Q: 3 clusters Score -9653925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -9653977.000000 Penalty: 5617.327637
	Iteration 25Q: 3 clusters Score -9653977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -9653989.000000 Penalty: 5617.327637
	Iteration 26Q: 3 clusters Score -9653989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -9654005.000000 Penalty: 5617.327637
	Iteration 27Q: 3 clusters Score -9654005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -9654010.000000 Penalty: 5617.327637
	Iteration 28Q: 3 clusters Score -9654010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -9654039.000000 Penalty: 5617.327637
	Iteration 29Q: 3 clusters Score -9654039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -9654039.000000 Penalty: 5617.327637
	Iteration 30Q: 3 clusters Score -9654039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -9654037.000000 Penalty: 5617.327637
	Iteration 31Q: 3 clusters Score -9654037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -9654048.000000 Penalty: 5617.327637
	Iteration 32Q: 3 clusters Score -9654048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -9654056.000000 Penalty: 5617.327637
	Iteration 33Q: 3 clusters Score -9654056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -9654059.000000 Penalty: 5617.327637
	Iteration 34Q: 3 clusters Score -9654059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -9654060.000000 Penalty: 5617.327637
	Iteration 35Q: 3 clusters Score -9654060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -9654058.000000 Penalty: 5617.327637
	Iteration 36Q: 3 clusters Score -9654058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -9654059.000000 Penalty: 5617.327637
	Iteration 37Q: 3 clusters Score -9654059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -9654059.000000 Penalty: 5617.327637
	Iteration 38F: 3 clusters Score -9654059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Entering Unmasked Estep 
Score: -10980595.000000 Penalty: 2836.251465
	Iteration 0F: 2 clusters Score -1.09806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -10918689.000000 Penalty: 5672.502930
	Iteration 0F: 3 clusters Score -1.091869e+07 nChanged 43569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -10943510.000000 Penalty: 5672.502930
	Iteration 1F: 3 clusters Score -1.094351e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -10944227.000000 Penalty: 5672.502930
	Iteration 2Q: 3 clusters Score -1.094423e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -10944997.000000 Penalty: 5672.502930
	Iteration 3Q: 3 clusters Score -1.0945e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -10945782.000000 Penalty: 5672.502930
	Iteration 4Q: 3 clusters Score -1.094578e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -10946812.000000 Penalty: 5672.502930
	Iteration 5Q: 3 clusters Score -1.094681e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -10947865.000000 Penalty: 5672.502930
	Iteration 6Q: 3 clusters Score -1.094786e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -10949367.000000 Penalty: 5672.502930
	Iteration 7Q: 3 clusters Score -1.094937e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -10951432.000000 Penalty: 5672.502930
	Iteration 8Q: 3 clusters Score -1.095143e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -10954120.000000 Penalty: 5672.502930
	Iteration 9F: 3 clusters Score -1.095412e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -10957389.000000 Penalty: 5672.502930
	Iteration 10F: 3 clusters Score -1.095739e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -10960476.000000 Penalty: 5672.502930
	Iteration 11F: 3 clusters Score -1.096048e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -10962698.000000 Penalty: 5672.502930
	Iteration 12Q: 3 clusters Score -1.09627e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -10963856.000000 Penalty: 5672.502930
	Iteration 13Q: 3 clusters Score -1.096386e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -10964452.000000 Penalty: 5672.502930
	Iteration 14Q: 3 clusters Score -1.096445e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -10964934.000000 Penalty: 5672.502930
	Iteration 15Q: 3 clusters Score -1.096493e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -10965400.000000 Penalty: 5672.502930
	Iteration 16Q: 3 clusters Score -1.09654e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -10965806.000000 Penalty: 5672.502930
	Iteration 17Q: 3 clusters Score -1.096581e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -10966255.000000 Penalty: 5672.502930
	Iteration 18Q: 3 clusters Score -1.096626e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -10966838.000000 Penalty: 5672.502930
	Iteration 19Q: 3 clusters Score -1.096684e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -10967366.000000 Penalty: 5672.502930
	Iteration 20F: 3 clusters Score -1.096737e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -10967923.000000 Penalty: 5672.502930
	Iteration 21Q: 3 clusters Score -1.096792e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -10968552.000000 Penalty: 5672.502930
	Iteration 22Q: 3 clusters Score -1.096855e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -10969202.000000 Penalty: 5672.502930
	Iteration 23Q: 3 clusters Score -1.09692e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -10969780.000000 Penalty: 5672.502930
	Iteration 24Q: 3 clusters Score -1.096978e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -10970426.000000 Penalty: 5672.502930
	Iteration 25Q: 3 clusters Score -1.097043e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -10971063.000000 Penalty: 5672.502930
	Iteration 26Q: 3 clusters Score -1.097106e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -10971689.000000 Penalty: 5672.502930
	Iteration 27Q: 3 clusters Score -1.097169e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -10972261.000000 Penalty: 5672.502930
	Iteration 28Q: 3 clusters Score -1.097226e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -10972846.000000 Penalty: 5672.502930
	Iteration 29Q: 3 clusters Score -1.097285e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -10973360.000000 Penalty: 5672.502930
	Iteration 30Q: 3 clusters Score -1.097336e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -10973849.000000 Penalty: 5672.502930
	Iteration 31Q: 3 clusters Score -1.097385e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -10974379.000000 Penalty: 5672.502930
	Iteration 32Q: 3 clusters Score -1.097438e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -10974833.000000 Penalty: 5672.502930
	Iteration 33Q: 3 clusters Score -1.097483e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -10975295.000000 Penalty: 5672.502930
	Iteration 34Q: 3 clusters Score -1.09753e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -10975731.000000 Penalty: 5672.502930
	Iteration 35Q: 3 clusters Score -1.097573e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -10976105.000000 Penalty: 5672.502930
	Iteration 36Q: 3 clusters Score -1.09761e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -10976420.000000 Penalty: 5672.502930
	Iteration 37Q: 3 clusters Score -1.097642e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -10976804.000000 Penalty: 5672.502930
	Iteration 38Q: 3 clusters Score -1.09768e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -10977101.000000 Penalty: 5672.502930
	Iteration 39Q: 3 clusters Score -1.09771e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -10977409.000000 Penalty: 5672.502930
	Iteration 40F: 3 clusters Score -1.097741e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -10977690.000000 Penalty: 5672.502930
	Iteration 41Q: 3 clusters Score -1.097769e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -10977951.000000 Penalty: 5672.502930
	Iteration 42Q: 3 clusters Score -1.097795e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -10978068.000000 Penalty: 5672.502930
	Iteration 43Q: 3 clusters Score -1.097807e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -10978184.000000 Penalty: 5672.502930
	Iteration 44Q: 3 clusters Score -1.097818e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -10978332.000000 Penalty: 5672.502930
	Iteration 45Q: 3 clusters Score -1.097833e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -10978423.000000 Penalty: 5672.502930
	Iteration 46Q: 3 clusters Score -1.097842e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -10978521.000000 Penalty: 5672.502930
	Iteration 47Q: 3 clusters Score -1.097852e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -10978575.000000 Penalty: 5672.502930
	Iteration 48Q: 3 clusters Score -1.097858e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -10978619.000000 Penalty: 5672.502930
	Iteration 49Q: 3 clusters Score -1.097862e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -10978693.000000 Penalty: 5672.502930
	Iteration 50Q: 3 clusters Score -1.097869e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -10978751.000000 Penalty: 5672.502930
	Iteration 51Q: 3 clusters Score -1.097875e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -10978787.000000 Penalty: 5672.502930
	Iteration 52Q: 3 clusters Score -1.097879e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -10978794.000000 Penalty: 5672.502930
	Iteration 53Q: 3 clusters Score -1.097879e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -10978804.000000 Penalty: 5672.502930
	Iteration 54Q: 3 clusters Score -1.09788e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -10978801.000000 Penalty: 5672.502930
	Iteration 55Q: 3 clusters Score -1.09788e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -10978796.000000 Penalty: 5672.502930
	Iteration 56Q: 3 clusters Score -1.09788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -10978832.000000 Penalty: 5672.502930
	Iteration 57Q: 3 clusters Score -1.097883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -10978831.000000 Penalty: 5672.502930
	Iteration 58Q: 3 clusters Score -1.097883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -10978840.000000 Penalty: 5672.502930
	Iteration 59Q: 3 clusters Score -1.097884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -10978840.000000 Penalty: 5672.502930
	Iteration 60F: 3 clusters Score -1.097884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -10978842.000000 Penalty: 5672.502930
	Iteration 61Q: 3 clusters Score -1.097884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -10978844.000000 Penalty: 5672.502930
	Iteration 62Q: 3 clusters Score -1.097884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -10978840.000000 Penalty: 5672.502930
	Iteration 63Q: 3 clusters Score -1.097884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -10978844.000000 Penalty: 5672.502930
	Iteration 64Q: 3 clusters Score -1.097884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 5672.502930
	Iteration 65Q: 3 clusters Score -1.097886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -10978848.000000 Penalty: 5672.502930
	Iteration 66Q: 3 clusters Score -1.097885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -10978855.000000 Penalty: 5672.502930
	Iteration 67Q: 3 clusters Score -1.097886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -10978884.000000 Penalty: 5672.502930
	Iteration 68Q: 3 clusters Score -1.097888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -10978873.000000 Penalty: 5672.502930
	Iteration 69Q: 3 clusters Score -1.097887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -10978865.000000 Penalty: 5672.502930
	Iteration 70Q: 3 clusters Score -1.097886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -10978881.000000 Penalty: 5672.502930
	Iteration 71Q: 3 clusters Score -1.097888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -10978872.000000 Penalty: 5672.502930
	Iteration 72Q: 3 clusters Score -1.097887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -10978870.000000 Penalty: 5672.502930
	Iteration 73Q: 3 clusters Score -1.097887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -10978872.000000 Penalty: 5672.502930
	Iteration 74Q: 3 clusters Score -1.097887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -10978885.000000 Penalty: 5672.502930
	Iteration 75Q: 3 clusters Score -1.097888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -10978877.000000 Penalty: 5672.502930
	Iteration 76Q: 3 clusters Score -1.097888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -10978880.000000 Penalty: 5672.502930
	Iteration 77Q: 3 clusters Score -1.097888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -10978886.000000 Penalty: 5672.502930
	Iteration 78Q: 3 clusters Score -1.097889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -10978886.000000 Penalty: 5672.502930
	Iteration 79Q: 3 clusters Score -1.097889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -10978886.000000 Penalty: 5672.502930
	Iteration 80F: 3 clusters Score -1.097889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -10978888.000000 Penalty: 5672.502930
	Iteration 81Q: 3 clusters Score -1.097889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -10978903.000000 Penalty: 5672.502930
	Iteration 82Q: 3 clusters Score -1.09789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -10978907.000000 Penalty: 5672.502930
	Iteration 83Q: 3 clusters Score -1.097891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -10978892.000000 Penalty: 5672.502930
	Iteration 84Q: 3 clusters Score -1.097889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -10978897.000000 Penalty: 5672.502930
	Iteration 85Q: 3 clusters Score -1.09789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -10978897.000000 Penalty: 5672.502930
	Iteration 86F: 3 clusters Score -1.09789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (233962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233962 members 
Entering Unmasked Estep 
Score: -27491350.000000 Penalty: 3066.002686
	Iteration 0F: 2 clusters Score -2.749135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -27338492.000000 Penalty: 6132.005371
	Iteration 0F: 3 clusters Score -2.733849e+07 nChanged 112827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -27405200.000000 Penalty: 6132.005371
	Iteration 1F: 3 clusters Score -2.74052e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 120194 members 
Entering Unmasked Estep 
Score: -27406768.000000 Penalty: 6132.005371
	Iteration 2Q: 3 clusters Score -2.740677e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -27409244.000000 Penalty: 6132.005371
	Iteration 3Q: 3 clusters Score -2.740924e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -27412872.000000 Penalty: 6132.005371
	Iteration 4Q: 3 clusters Score -2.741287e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 128785 members 
Entering Unmasked Estep 
Score: -27418082.000000 Penalty: 6132.005371
	Iteration 5Q: 3 clusters Score -2.741808e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -27425548.000000 Penalty: 6132.005371
	Iteration 6F: 3 clusters Score -2.742555e+07 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 138085 members 
Entering Unmasked Estep 
Score: -27435164.000000 Penalty: 6132.005371
	Iteration 7F: 3 clusters Score -2.743516e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 142174 members 
Entering Unmasked Estep 
Score: -27446136.000000 Penalty: 6132.005371
	Iteration 8F: 3 clusters Score -2.744614e+07 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 144959 members 
Entering Unmasked Estep 
Score: -27455102.000000 Penalty: 6132.005371
	Iteration 9F: 3 clusters Score -2.74551e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 146947 members 
Entering Unmasked Estep 
Score: -27460450.000000 Penalty: 6132.005371
	Iteration 10Q: 3 clusters Score -2.746045e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -27462376.000000 Penalty: 6132.005371
	Iteration 11Q: 3 clusters Score -2.746238e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -27463246.000000 Penalty: 6132.005371
	Iteration 12Q: 3 clusters Score -2.746325e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -27463838.000000 Penalty: 6132.005371
	Iteration 13Q: 3 clusters Score -2.746384e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 154522 members 
Entering Unmasked Estep 
Score: -27464488.000000 Penalty: 6132.005371
	Iteration 14Q: 3 clusters Score -2.746449e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -27465094.000000 Penalty: 6132.005371
	Iteration 15Q: 3 clusters Score -2.746509e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -27465650.000000 Penalty: 6132.005371
	Iteration 16Q: 3 clusters Score -2.746565e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -27466336.000000 Penalty: 6132.005371
	Iteration 17Q: 3 clusters Score -2.746634e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -27466816.000000 Penalty: 6132.005371
	Iteration 18Q: 3 clusters Score -2.746682e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -27467310.000000 Penalty: 6132.005371
	Iteration 19Q: 3 clusters Score -2.746731e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 167318 members 
Entering Unmasked Estep 
Score: -27467914.000000 Penalty: 6132.005371
	Iteration 20F: 3 clusters Score -2.746791e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 169440 members 
Entering Unmasked Estep 
Score: -27468412.000000 Penalty: 6132.005371
	Iteration 21Q: 3 clusters Score -2.746841e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 171578 members 
Entering Unmasked Estep 
Score: -27469048.000000 Penalty: 6132.005371
	Iteration 22Q: 3 clusters Score -2.746905e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 173752 members 
Entering Unmasked Estep 
Score: -27469626.000000 Penalty: 6132.005371
	Iteration 23Q: 3 clusters Score -2.746963e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -27470224.000000 Penalty: 6132.005371
	Iteration 24Q: 3 clusters Score -2.747022e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -27470922.000000 Penalty: 6132.005371
	Iteration 25Q: 3 clusters Score -2.747092e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 180143 members 
Entering Unmasked Estep 
Score: -27471330.000000 Penalty: 6132.005371
	Iteration 26Q: 3 clusters Score -2.747133e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 182257 members 
Entering Unmasked Estep 
Score: -27471880.000000 Penalty: 6132.005371
	Iteration 27Q: 3 clusters Score -2.747188e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 184394 members 
Entering Unmasked Estep 
Score: -27472496.000000 Penalty: 6132.005371
	Iteration 28Q: 3 clusters Score -2.74725e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 186618 members 
Entering Unmasked Estep 
Score: -27473062.000000 Penalty: 6132.005371
	Iteration 29Q: 3 clusters Score -2.747306e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 188810 members 
Entering Unmasked Estep 
Score: -27473670.000000 Penalty: 6132.005371
	Iteration 30Q: 3 clusters Score -2.747367e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 190991 members 
Entering Unmasked Estep 
Score: -27474352.000000 Penalty: 6132.005371
	Iteration 31Q: 3 clusters Score -2.747435e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 193098 members 
Entering Unmasked Estep 
Score: -27474934.000000 Penalty: 6132.005371
	Iteration 32Q: 3 clusters Score -2.747493e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 195222 members 
Entering Unmasked Estep 
Score: -27475262.000000 Penalty: 6132.005371
	Iteration 33Q: 3 clusters Score -2.747526e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 197281 members 
Entering Unmasked Estep 
Score: -27475758.000000 Penalty: 6132.005371
	Iteration 34Q: 3 clusters Score -2.747576e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 199371 members 
Entering Unmasked Estep 
Score: -27476266.000000 Penalty: 6132.005371
	Iteration 35Q: 3 clusters Score -2.747627e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -27476588.000000 Penalty: 6132.005371
	Iteration 36Q: 3 clusters Score -2.747659e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 203368 members 
Entering Unmasked Estep 
Score: -27476868.000000 Penalty: 6132.005371
	Iteration 37Q: 3 clusters Score -2.747687e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 205296 members 
Entering Unmasked Estep 
Score: -27477350.000000 Penalty: 6132.005371
	Iteration 38Q: 3 clusters Score -2.747735e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 207228 members 
Entering Unmasked Estep 
Score: -27477830.000000 Penalty: 6132.005371
	Iteration 39Q: 3 clusters Score -2.747783e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 209111 members 
Entering Unmasked Estep 
Score: -27478370.000000 Penalty: 6132.005371
	Iteration 40F: 3 clusters Score -2.747837e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 210950 members 
Entering Unmasked Estep 
Score: -27478762.000000 Penalty: 6132.005371
	Iteration 41Q: 3 clusters Score -2.747876e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 212719 members 
Entering Unmasked Estep 
Score: -27479402.000000 Penalty: 6132.005371
	Iteration 42Q: 3 clusters Score -2.74794e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 214394 members 
Entering Unmasked Estep 
Score: -27479788.000000 Penalty: 6132.005371
	Iteration 43Q: 3 clusters Score -2.747979e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 215989 members 
Entering Unmasked Estep 
Score: -27480388.000000 Penalty: 6132.005371
	Iteration 44Q: 3 clusters Score -2.748039e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 217570 members 
Entering Unmasked Estep 
Score: -27480934.000000 Penalty: 6132.005371
	Iteration 45Q: 3 clusters Score -2.748093e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 218992 members 
Entering Unmasked Estep 
Score: -27481408.000000 Penalty: 6132.005371
	Iteration 46Q: 3 clusters Score -2.748141e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 220310 members 
Entering Unmasked Estep 
Score: -27481936.000000 Penalty: 6132.005371
	Iteration 47Q: 3 clusters Score -2.748194e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 221575 members 
Entering Unmasked Estep 
Score: -27482482.000000 Penalty: 6132.005371
	Iteration 48Q: 3 clusters Score -2.748248e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 222723 members 
Entering Unmasked Estep 
Score: -27483042.000000 Penalty: 6132.005371
	Iteration 49Q: 3 clusters Score -2.748304e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 223802 members 
Entering Unmasked Estep 
Score: -27483624.000000 Penalty: 6132.005371
	Iteration 50Q: 3 clusters Score -2.748362e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 224798 members 
Entering Unmasked Estep 
Score: -27484116.000000 Penalty: 6132.005371
	Iteration 51Q: 3 clusters Score -2.748412e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 225758 members 
Entering Unmasked Estep 
Score: -27484624.000000 Penalty: 6132.005371
	Iteration 52Q: 3 clusters Score -2.748462e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 226605 members 
Entering Unmasked Estep 
Score: -27485062.000000 Penalty: 6132.005371
	Iteration 53Q: 3 clusters Score -2.748506e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 227338 members 
Entering Unmasked Estep 
Score: -27485418.000000 Penalty: 6132.005371
	Iteration 54Q: 3 clusters Score -2.748542e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 228008 members 
Entering Unmasked Estep 
Score: -27485692.000000 Penalty: 6132.005371
	Iteration 55Q: 3 clusters Score -2.748569e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 228584 members 
Entering Unmasked Estep 
Score: -27485996.000000 Penalty: 6132.005371
	Iteration 56Q: 3 clusters Score -2.7486e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 229101 members 
Entering Unmasked Estep 
Score: -27486402.000000 Penalty: 6132.005371
	Iteration 57Q: 3 clusters Score -2.74864e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 229527 members 
Entering Unmasked Estep 
Score: -27486648.000000 Penalty: 6132.005371
	Iteration 58Q: 3 clusters Score -2.748665e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 229889 members 
Entering Unmasked Estep 
Score: -27486848.000000 Penalty: 6132.005371
	Iteration 59Q: 3 clusters Score -2.748685e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 230224 members 
Entering Unmasked Estep 
Score: -27487002.000000 Penalty: 6132.005371
	Iteration 60F: 3 clusters Score -2.7487e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 230536 members 
Entering Unmasked Estep 
Score: -27487220.000000 Penalty: 6132.005371
	Iteration 61Q: 3 clusters Score -2.748722e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 230791 members 
Entering Unmasked Estep 
Score: -27487392.000000 Penalty: 6132.005371
	Iteration 62Q: 3 clusters Score -2.748739e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 230998 members 
Entering Unmasked Estep 
Score: -27487510.000000 Penalty: 6132.005371
	Iteration 63Q: 3 clusters Score -2.748751e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 231200 members 
Entering Unmasked Estep 
Score: -27487596.000000 Penalty: 6132.005371
	Iteration 64Q: 3 clusters Score -2.74876e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 231374 members 
Entering Unmasked Estep 
Score: -27487666.000000 Penalty: 6132.005371
	Iteration 65Q: 3 clusters Score -2.748767e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 231524 members 
Entering Unmasked Estep 
Score: -27487728.000000 Penalty: 6132.005371
	Iteration 66Q: 3 clusters Score -2.748773e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 231642 members 
Entering Unmasked Estep 
Score: -27487836.000000 Penalty: 6132.005371
	Iteration 67Q: 3 clusters Score -2.748784e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 231732 members 
Entering Unmasked Estep 
Score: -27487950.000000 Penalty: 6132.005371
	Iteration 68Q: 3 clusters Score -2.748795e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 231824 members 
Entering Unmasked Estep 
Score: -27488048.000000 Penalty: 6132.005371
	Iteration 69Q: 3 clusters Score -2.748805e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 231914 members 
Entering Unmasked Estep 
Score: -27488104.000000 Penalty: 6132.005371
	Iteration 70Q: 3 clusters Score -2.74881e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 231995 members 
Entering Unmasked Estep 
Score: -27488140.000000 Penalty: 6132.005371
	Iteration 71Q: 3 clusters Score -2.748814e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 232065 members 
Entering Unmasked Estep 
Score: -27488198.000000 Penalty: 6132.005371
	Iteration 72Q: 3 clusters Score -2.74882e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 232125 members 
Entering Unmasked Estep 
Score: -27488210.000000 Penalty: 6132.005371
	Iteration 73Q: 3 clusters Score -2.748821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 232166 members 
Entering Unmasked Estep 
Score: -27488234.000000 Penalty: 6132.005371
	Iteration 74Q: 3 clusters Score -2.748823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 232198 members 
Entering Unmasked Estep 
Score: -27488266.000000 Penalty: 6132.005371
	Iteration 75Q: 3 clusters Score -2.748827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 232221 members 
Entering Unmasked Estep 
Score: -27488282.000000 Penalty: 6132.005371
	Iteration 76Q: 3 clusters Score -2.748828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 232243 members 
Entering Unmasked Estep 
Score: -27488298.000000 Penalty: 6132.005371
	Iteration 77Q: 3 clusters Score -2.74883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 232272 members 
Entering Unmasked Estep 
Score: -27488308.000000 Penalty: 6132.005371
	Iteration 78Q: 3 clusters Score -2.748831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 232299 members 
Entering Unmasked Estep 
Score: -27488330.000000 Penalty: 6132.005371
	Iteration 79Q: 3 clusters Score -2.748833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 232324 members 
Entering Unmasked Estep 
Score: -27488356.000000 Penalty: 6132.005371
	Iteration 80F: 3 clusters Score -2.748836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 232350 members 
Entering Unmasked Estep 
Score: -27488400.000000 Penalty: 6132.005371
	Iteration 81Q: 3 clusters Score -2.74884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 232371 members 
Entering Unmasked Estep 
Score: -27488416.000000 Penalty: 6132.005371
	Iteration 82Q: 3 clusters Score -2.748842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 232400 members 
Entering Unmasked Estep 
Score: -27488406.000000 Penalty: 6132.005371
	Iteration 83Q: 3 clusters Score -2.748841e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 232434 members 
Entering Unmasked Estep 
Score: -27488442.000000 Penalty: 6132.005371
	Iteration 84Q: 3 clusters Score -2.748844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 232456 members 
Entering Unmasked Estep 
Score: -27488474.000000 Penalty: 6132.005371
	Iteration 85Q: 3 clusters Score -2.748847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 232477 members 
Entering Unmasked Estep 
Score: -27488474.000000 Penalty: 6132.005371
	Iteration 86Q: 3 clusters Score -2.748847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 232491 members 
Entering Unmasked Estep 
Score: -27488474.000000 Penalty: 6132.005371
	Iteration 87Q: 3 clusters Score -2.748847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 232504 members 
Entering Unmasked Estep 
Score: -27488486.000000 Penalty: 6132.005371
	Iteration 88Q: 3 clusters Score -2.748849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 232520 members 
Entering Unmasked Estep 
Score: -27488504.000000 Penalty: 6132.005371
	Iteration 89Q: 3 clusters Score -2.74885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 232526 members 
Entering Unmasked Estep 
Score: -27488498.000000 Penalty: 6132.005371
	Iteration 90Q: 3 clusters Score -2.74885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 232535 members 
Entering Unmasked Estep 
Score: -27488520.000000 Penalty: 6132.005371
	Iteration 91Q: 3 clusters Score -2.748852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 232543 members 
Entering Unmasked Estep 
Score: -27488530.000000 Penalty: 6132.005371
	Iteration 92Q: 3 clusters Score -2.748853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 232551 members 
Entering Unmasked Estep 
Score: -27488514.000000 Penalty: 6132.005371
	Iteration 93Q: 3 clusters Score -2.748851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 232562 members 
Entering Unmasked Estep 
Score: -27488532.000000 Penalty: 6132.005371
	Iteration 94Q: 3 clusters Score -2.748853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 232574 members 
Entering Unmasked Estep 
Score: -27488540.000000 Penalty: 6132.005371
	Iteration 95Q: 3 clusters Score -2.748854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 232581 members 
Entering Unmasked Estep 
Score: -27488564.000000 Penalty: 6132.005371
	Iteration 96Q: 3 clusters Score -2.748856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 232586 members 
Entering Unmasked Estep 
Score: -27488542.000000 Penalty: 6132.005371
	Iteration 97Q: 3 clusters Score -2.748854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -27488550.000000 Penalty: 6132.005371
	Iteration 98Q: 3 clusters Score -2.748855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 232600 members 
Entering Unmasked Estep 
Score: -27488548.000000 Penalty: 6132.005371
	Iteration 99Q: 3 clusters Score -2.748855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 232605 members 
Entering Unmasked Estep 
Score: -27488552.000000 Penalty: 6132.005371
	Iteration 100F: 3 clusters Score -2.748855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 232611 members 
Entering Unmasked Estep 
Score: -27488558.000000 Penalty: 6132.005371
	Iteration 101Q: 3 clusters Score -2.748856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 232614 members 
Entering Unmasked Estep 
Score: -27488558.000000 Penalty: 6132.005371
	Iteration 102Q: 3 clusters Score -2.748856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 232614 members 
Entering Unmasked Estep 
Score: -27488554.000000 Penalty: 6132.005371
	Iteration 103Q: 3 clusters Score -2.748855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 232616 members 
Entering Unmasked Estep 
Score: -27488552.000000 Penalty: 6132.005371
	Iteration 104Q: 3 clusters Score -2.748855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 232620 members 
Entering Unmasked Estep 
Score: -27488558.000000 Penalty: 6132.005371
	Iteration 105Q: 3 clusters Score -2.748856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 232625 members 
Entering Unmasked Estep 
Score: -27488548.000000 Penalty: 6132.005371
	Iteration 106Q: 3 clusters Score -2.748855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 232632 members 
Entering Unmasked Estep 
Score: -27488576.000000 Penalty: 6132.005371
	Iteration 107Q: 3 clusters Score -2.748858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 232642 members 
Entering Unmasked Estep 
Score: -27488572.000000 Penalty: 6132.005371
	Iteration 108Q: 3 clusters Score -2.748857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 232653 members 
Entering Unmasked Estep 
Score: -27488596.000000 Penalty: 6132.005371
	Iteration 109Q: 3 clusters Score -2.74886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 232664 members 
Entering Unmasked Estep 
Score: -27488606.000000 Penalty: 6132.005371
	Iteration 110Q: 3 clusters Score -2.748861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 232672 members 
Entering Unmasked Estep 
Score: -27488608.000000 Penalty: 6132.005371
	Iteration 111Q: 3 clusters Score -2.748861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 232680 members 
Entering Unmasked Estep 
Score: -27488614.000000 Penalty: 6132.005371
	Iteration 112Q: 3 clusters Score -2.748861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 232691 members 
Entering Unmasked Estep 
Score: -27488626.000000 Penalty: 6132.005371
	Iteration 113Q: 3 clusters Score -2.748863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 232699 members 
Entering Unmasked Estep 
Score: -27488612.000000 Penalty: 6132.005371
	Iteration 114Q: 3 clusters Score -2.748861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 232706 members 
Entering Unmasked Estep 
Score: -27488600.000000 Penalty: 6132.005371
	Iteration 115Q: 3 clusters Score -2.74886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 232713 members 
Entering Unmasked Estep 
Score: -27488610.000000 Penalty: 6132.005371
	Iteration 116Q: 3 clusters Score -2.748861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 232719 members 
Entering Unmasked Estep 
Score: -27488614.000000 Penalty: 6132.005371
	Iteration 117Q: 3 clusters Score -2.748861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 232726 members 
Entering Unmasked Estep 
Score: -27488626.000000 Penalty: 6132.005371
	Iteration 118Q: 3 clusters Score -2.748863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 232729 members 
Entering Unmasked Estep 
Score: -27488640.000000 Penalty: 6132.005371
	Iteration 119Q: 3 clusters Score -2.748864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 232734 members 
Entering Unmasked Estep 
Score: -27488632.000000 Penalty: 6132.005371
	Iteration 120F: 3 clusters Score -2.748863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 232738 members 
Entering Unmasked Estep 
Score: -27488644.000000 Penalty: 6132.005371
	Iteration 121Q: 3 clusters Score -2.748864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 232745 members 
Entering Unmasked Estep 
Score: -27488656.000000 Penalty: 6132.005371
	Iteration 122Q: 3 clusters Score -2.748866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 232750 members 
Entering Unmasked Estep 
Score: -27488652.000000 Penalty: 6132.005371
	Iteration 123Q: 3 clusters Score -2.748865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 232753 members 
Entering Unmasked Estep 
Score: -27488650.000000 Penalty: 6132.005371
	Iteration 124Q: 3 clusters Score -2.748865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 232757 members 
Entering Unmasked Estep 
Score: -27488656.000000 Penalty: 6132.005371
	Iteration 125Q: 3 clusters Score -2.748866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 232761 members 
Entering Unmasked Estep 
Score: -27488660.000000 Penalty: 6132.005371
	Iteration 126Q: 3 clusters Score -2.748866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 232764 members 
Entering Unmasked Estep 
Score: -27488660.000000 Penalty: 6132.005371
	Iteration 127Q: 3 clusters Score -2.748866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 232765 members 
Entering Unmasked Estep 
Score: -27488670.000000 Penalty: 6132.005371
	Iteration 128Q: 3 clusters Score -2.748867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 232767 members 
Entering Unmasked Estep 
Score: -27488664.000000 Penalty: 6132.005371
	Iteration 129Q: 3 clusters Score -2.748866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 232767 members 
Entering Unmasked Estep 
Score: -27488664.000000 Penalty: 6132.005371
	Iteration 130F: 3 clusters Score -2.748866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -470813.718750 Penalty: 2071.375000
	Iteration 0F: 2 clusters Score -470813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -466748.562500 Penalty: 4142.750000
	Iteration 0F: 3 clusters Score -466748.6 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -467709.437500 Penalty: 4142.750000
	Iteration 1F: 3 clusters Score -467709.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -467976.625000 Penalty: 4142.750000
	Iteration 2F: 3 clusters Score -467976.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -468193.406250 Penalty: 4142.750000
	Iteration 3F: 3 clusters Score -468193.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -468403.875000 Penalty: 4142.750000
	Iteration 4F: 3 clusters Score -468403.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -468629.687500 Penalty: 4142.750000
	Iteration 5F: 3 clusters Score -468629.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -468864.031250 Penalty: 4142.750000
	Iteration 6F: 3 clusters Score -468864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -469093.625000 Penalty: 4142.750000
	Iteration 7F: 3 clusters Score -469093.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -469296.937500 Penalty: 4142.750000
	Iteration 8Q: 3 clusters Score -469296.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -469459.187500 Penalty: 4142.750000
	Iteration 9Q: 3 clusters Score -469459.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -469598.781250 Penalty: 4142.750000
	Iteration 10Q: 3 clusters Score -469598.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -469730.406250 Penalty: 4142.750000
	Iteration 11Q: 3 clusters Score -469730.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -469854.906250 Penalty: 4142.750000
	Iteration 12Q: 3 clusters Score -469854.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -469995.625000 Penalty: 4142.750000
	Iteration 13Q: 3 clusters Score -469995.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -470114.531250 Penalty: 4142.750000
	Iteration 14Q: 3 clusters Score -470114.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -470202.937500 Penalty: 4142.750000
	Iteration 15Q: 3 clusters Score -470202.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -470286.468750 Penalty: 4142.750000
	Iteration 16Q: 3 clusters Score -470286.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -470353.125000 Penalty: 4142.750000
	Iteration 17Q: 3 clusters Score -470353.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -470386.218750 Penalty: 4142.750000
	Iteration 18Q: 3 clusters Score -470386.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -470401.218750 Penalty: 4142.750000
	Iteration 19Q: 3 clusters Score -470401.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -470417.156250 Penalty: 4142.750000
	Iteration 20F: 3 clusters Score -470417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -470433.000000 Penalty: 4142.750000
	Iteration 21Q: 3 clusters Score -470433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -470445.562500 Penalty: 4142.750000
	Iteration 22Q: 3 clusters Score -470445.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -470454.718750 Penalty: 4142.750000
	Iteration 23Q: 3 clusters Score -470454.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -470457.781250 Penalty: 4142.750000
	Iteration 24Q: 3 clusters Score -470457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -470459.375000 Penalty: 4142.750000
	Iteration 25Q: 3 clusters Score -470459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -470462.687500 Penalty: 4142.750000
	Iteration 26Q: 3 clusters Score -470462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -470463.531250 Penalty: 4142.750000
	Iteration 27Q: 3 clusters Score -470463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -470463.531250 Penalty: 4142.750000
	Iteration 28F: 3 clusters Score -470463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Entering Unmasked Estep 
Score: -7874516.000000 Penalty: 2763.494141
	Iteration 0F: 2 clusters Score -7874516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -7828353.000000 Penalty: 5526.988281
	Iteration 0F: 3 clusters Score -7828353 nChanged 32200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -7846399.500000 Penalty: 5526.988281
	Iteration 1F: 3 clusters Score -7846400 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -7846984.500000 Penalty: 5526.988281
	Iteration 2Q: 3 clusters Score -7846984 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -7847671.000000 Penalty: 5526.988281
	Iteration 3Q: 3 clusters Score -7847671 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -7848397.500000 Penalty: 5526.988281
	Iteration 4Q: 3 clusters Score -7848398 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7849546.500000 Penalty: 5526.988281
	Iteration 5Q: 3 clusters Score -7849546 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -7851155.500000 Penalty: 5526.988281
	Iteration 6F: 3 clusters Score -7851156 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7853820.000000 Penalty: 5526.988281
	Iteration 7F: 3 clusters Score -7853820 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -7858081.000000 Penalty: 5526.988281
	Iteration 8F: 3 clusters Score -7858081 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -7863457.500000 Penalty: 5526.988281
	Iteration 9F: 3 clusters Score -7863458 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7868149.000000 Penalty: 5526.988281
	Iteration 10F: 3 clusters Score -7868149 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7870720.000000 Penalty: 5526.988281
	Iteration 11Q: 3 clusters Score -7870720 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7871628.000000 Penalty: 5526.988281
	Iteration 12Q: 3 clusters Score -7871628 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7871938.000000 Penalty: 5526.988281
	Iteration 13Q: 3 clusters Score -7871938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7872067.000000 Penalty: 5526.988281
	Iteration 14Q: 3 clusters Score -7872067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7872136.000000 Penalty: 5526.988281
	Iteration 15Q: 3 clusters Score -7872136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7872167.000000 Penalty: 5526.988281
	Iteration 16Q: 3 clusters Score -7872167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7872193.000000 Penalty: 5526.988281
	Iteration 17Q: 3 clusters Score -7872193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7872192.500000 Penalty: 5526.988281
	Iteration 18Q: 3 clusters Score -7872192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7872226.000000 Penalty: 5526.988281
	Iteration 19Q: 3 clusters Score -7872226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7872231.000000 Penalty: 5526.988281
	Iteration 20F: 3 clusters Score -7872231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7872231.000000 Penalty: 5526.988281
	Iteration 21Q: 3 clusters Score -7872231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7872229.000000 Penalty: 5526.988281
	Iteration 22Q: 3 clusters Score -7872229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7872234.000000 Penalty: 5526.988281
	Iteration 23Q: 3 clusters Score -7872234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7872230.500000 Penalty: 5526.988281
	Iteration 24Q: 3 clusters Score -7872230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7872243.000000 Penalty: 5526.988281
	Iteration 25Q: 3 clusters Score -7872243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7872244.500000 Penalty: 5526.988281
	Iteration 26Q: 3 clusters Score -7872244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7872245.000000 Penalty: 5526.988281
	Iteration 27Q: 3 clusters Score -7872245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7872244.000000 Penalty: 5526.988281
	Iteration 28Q: 3 clusters Score -7872244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7872242.500000 Penalty: 5526.988281
	Iteration 29Q: 3 clusters Score -7872242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7872244.000000 Penalty: 5526.988281
	Iteration 30Q: 3 clusters Score -7872244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7872243.000000 Penalty: 5526.988281
	Iteration 31Q: 3 clusters Score -7872243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7872243.000000 Penalty: 5526.988281
	Iteration 32F: 3 clusters Score -7872243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48680.972656 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48680.97 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48917.746094 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48917.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49065.570312 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -49065.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49175.714844 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -49175.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49242.730469 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49242.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49276.261719 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49276.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -49312.550781 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49312.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49334.171875 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49334.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49334.171875 Penalty: 3084.425781
	Iteration 8F: 3 clusters Score -49334.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Entering Unmasked Estep 
Score: -3636001.250000 Penalty: 2562.065674
	Iteration 0F: 2 clusters Score -3636001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3615153.250000 Penalty: 5124.131348
	Iteration 0F: 3 clusters Score -3615153 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3622694.500000 Penalty: 5124.131348
	Iteration 1F: 3 clusters Score -3622694 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3623212.500000 Penalty: 5124.131348
	Iteration 2Q: 3 clusters Score -3623212 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3623745.000000 Penalty: 5124.131348
	Iteration 3Q: 3 clusters Score -3623745 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3624339.500000 Penalty: 5124.131348
	Iteration 4Q: 3 clusters Score -3624340 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3625043.750000 Penalty: 5124.131348
	Iteration 5Q: 3 clusters Score -3625044 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3625789.750000 Penalty: 5124.131348
	Iteration 6Q: 3 clusters Score -3625790 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3626647.000000 Penalty: 5124.131348
	Iteration 7F: 3 clusters Score -3626647 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3627514.750000 Penalty: 5124.131348
	Iteration 8F: 3 clusters Score -3627515 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3628412.250000 Penalty: 5124.131348
	Iteration 9F: 3 clusters Score -3628412 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3629287.250000 Penalty: 5124.131348
	Iteration 10Q: 3 clusters Score -3629287 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3630003.250000 Penalty: 5124.131348
	Iteration 11Q: 3 clusters Score -3630003 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3630516.250000 Penalty: 5124.131348
	Iteration 12Q: 3 clusters Score -3630516 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3630826.750000 Penalty: 5124.131348
	Iteration 13Q: 3 clusters Score -3630827 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3631030.750000 Penalty: 5124.131348
	Iteration 14Q: 3 clusters Score -3631031 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3631172.500000 Penalty: 5124.131348
	Iteration 15Q: 3 clusters Score -3631172 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3631323.000000 Penalty: 5124.131348
	Iteration 16Q: 3 clusters Score -3631323 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3631436.500000 Penalty: 5124.131348
	Iteration 17Q: 3 clusters Score -3631436 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3631529.750000 Penalty: 5124.131348
	Iteration 18Q: 3 clusters Score -3631530 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3631626.500000 Penalty: 5124.131348
	Iteration 19Q: 3 clusters Score -3631626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3631699.750000 Penalty: 5124.131348
	Iteration 20F: 3 clusters Score -3631700 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3631755.250000 Penalty: 5124.131348
	Iteration 21Q: 3 clusters Score -3631755 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3631808.000000 Penalty: 5124.131348
	Iteration 22Q: 3 clusters Score -3631808 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3631869.500000 Penalty: 5124.131348
	Iteration 23Q: 3 clusters Score -3631870 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3631912.750000 Penalty: 5124.131348
	Iteration 24Q: 3 clusters Score -3631913 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3631951.250000 Penalty: 5124.131348
	Iteration 25Q: 3 clusters Score -3631951 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3631990.000000 Penalty: 5124.131348
	Iteration 26Q: 3 clusters Score -3631990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3632018.000000 Penalty: 5124.131348
	Iteration 27Q: 3 clusters Score -3632018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3632089.750000 Penalty: 5124.131348
	Iteration 28Q: 3 clusters Score -3632090 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3632149.000000 Penalty: 5124.131348
	Iteration 29Q: 3 clusters Score -3632149 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3632195.000000 Penalty: 5124.131348
	Iteration 30Q: 3 clusters Score -3632195 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3632263.500000 Penalty: 5124.131348
	Iteration 31Q: 3 clusters Score -3632264 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3632334.000000 Penalty: 5124.131348
	Iteration 32Q: 3 clusters Score -3632334 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3632390.750000 Penalty: 5124.131348
	Iteration 33Q: 3 clusters Score -3632391 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3632456.500000 Penalty: 5124.131348
	Iteration 34Q: 3 clusters Score -3632456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3632534.750000 Penalty: 5124.131348
	Iteration 35Q: 3 clusters Score -3632535 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3632611.000000 Penalty: 5124.131348
	Iteration 36Q: 3 clusters Score -3632611 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3632664.000000 Penalty: 5124.131348
	Iteration 37Q: 3 clusters Score -3632664 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3632773.250000 Penalty: 5124.131348
	Iteration 38Q: 3 clusters Score -3632773 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3632830.250000 Penalty: 5124.131348
	Iteration 39Q: 3 clusters Score -3632830 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3632905.250000 Penalty: 5124.131348
	Iteration 40F: 3 clusters Score -3632905 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3632983.250000 Penalty: 5124.131348
	Iteration 41Q: 3 clusters Score -3632983 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3633090.000000 Penalty: 5124.131348
	Iteration 42Q: 3 clusters Score -3633090 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3633173.000000 Penalty: 5124.131348
	Iteration 43Q: 3 clusters Score -3633173 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3633223.500000 Penalty: 5124.131348
	Iteration 44Q: 3 clusters Score -3633224 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3633310.750000 Penalty: 5124.131348
	Iteration 45Q: 3 clusters Score -3633311 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3633390.000000 Penalty: 5124.131348
	Iteration 46Q: 3 clusters Score -3633390 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3633454.500000 Penalty: 5124.131348
	Iteration 47Q: 3 clusters Score -3633454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3633511.000000 Penalty: 5124.131348
	Iteration 48Q: 3 clusters Score -3633511 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3633564.250000 Penalty: 5124.131348
	Iteration 49Q: 3 clusters Score -3633564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3633633.000000 Penalty: 5124.131348
	Iteration 50Q: 3 clusters Score -3633633 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3633702.500000 Penalty: 5124.131348
	Iteration 51Q: 3 clusters Score -3633702 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3633732.250000 Penalty: 5124.131348
	Iteration 52Q: 3 clusters Score -3633732 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3633786.000000 Penalty: 5124.131348
	Iteration 53Q: 3 clusters Score -3633786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3633822.000000 Penalty: 5124.131348
	Iteration 54Q: 3 clusters Score -3633822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3633861.750000 Penalty: 5124.131348
	Iteration 55Q: 3 clusters Score -3633862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3633903.500000 Penalty: 5124.131348
	Iteration 56Q: 3 clusters Score -3633904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3633947.000000 Penalty: 5124.131348
	Iteration 57Q: 3 clusters Score -3633947 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3633973.500000 Penalty: 5124.131348
	Iteration 58Q: 3 clusters Score -3633974 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3634010.750000 Penalty: 5124.131348
	Iteration 59Q: 3 clusters Score -3634011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3634020.500000 Penalty: 5124.131348
	Iteration 60F: 3 clusters Score -3634020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3634048.000000 Penalty: 5124.131348
	Iteration 61Q: 3 clusters Score -3634048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3634072.250000 Penalty: 5124.131348
	Iteration 62Q: 3 clusters Score -3634072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3634102.500000 Penalty: 5124.131348
	Iteration 63Q: 3 clusters Score -3634102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3634129.750000 Penalty: 5124.131348
	Iteration 64Q: 3 clusters Score -3634130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3634147.500000 Penalty: 5124.131348
	Iteration 65Q: 3 clusters Score -3634148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3634168.750000 Penalty: 5124.131348
	Iteration 66Q: 3 clusters Score -3634169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3634171.000000 Penalty: 5124.131348
	Iteration 67Q: 3 clusters Score -3634171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3634181.250000 Penalty: 5124.131348
	Iteration 68Q: 3 clusters Score -3634181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3634185.000000 Penalty: 5124.131348
	Iteration 69Q: 3 clusters Score -3634185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3634189.000000 Penalty: 5124.131348
	Iteration 70Q: 3 clusters Score -3634189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3634186.500000 Penalty: 5124.131348
	Iteration 71Q: 3 clusters Score -3634186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3634188.500000 Penalty: 5124.131348
	Iteration 72Q: 3 clusters Score -3634188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3634201.000000 Penalty: 5124.131348
	Iteration 73Q: 3 clusters Score -3634201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3634204.250000 Penalty: 5124.131348
	Iteration 74Q: 3 clusters Score -3634204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3634199.750000 Penalty: 5124.131348
	Iteration 75Q: 3 clusters Score -3634200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3634208.500000 Penalty: 5124.131348
	Iteration 76Q: 3 clusters Score -3634208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3634216.000000 Penalty: 5124.131348
	Iteration 77Q: 3 clusters Score -3634216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3634215.750000 Penalty: 5124.131348
	Iteration 78Q: 3 clusters Score -3634216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3634215.250000 Penalty: 5124.131348
	Iteration 79Q: 3 clusters Score -3634215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3634222.000000 Penalty: 5124.131348
	Iteration 80F: 3 clusters Score -3634222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3634221.750000 Penalty: 5124.131348
	Iteration 81Q: 3 clusters Score -3634222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3634227.500000 Penalty: 5124.131348
	Iteration 82Q: 3 clusters Score -3634228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3634232.000000 Penalty: 5124.131348
	Iteration 83Q: 3 clusters Score -3634232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3634234.000000 Penalty: 5124.131348
	Iteration 84Q: 3 clusters Score -3634234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3634233.750000 Penalty: 5124.131348
	Iteration 85Q: 3 clusters Score -3634234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3634242.000000 Penalty: 5124.131348
	Iteration 86Q: 3 clusters Score -3634242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3634243.000000 Penalty: 5124.131348
	Iteration 87Q: 3 clusters Score -3634243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3634244.250000 Penalty: 5124.131348
	Iteration 88Q: 3 clusters Score -3634244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3634237.750000 Penalty: 5124.131348
	Iteration 89Q: 3 clusters Score -3634238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3634239.500000 Penalty: 5124.131348
	Iteration 90Q: 3 clusters Score -3634240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3634237.750000 Penalty: 5124.131348
	Iteration 91Q: 3 clusters Score -3634238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3634237.750000 Penalty: 5124.131348
	Iteration 92F: 3 clusters Score -3634238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 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 590 members 
Entering Unmasked Estep 
Score: -132555.359375 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132555.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132885.984375 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132980.328125 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132980.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133036.875000 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -133036.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133056.500000 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133067.015625 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133071.687500 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133077.343750 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133083.421875 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133084.687500 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133085.218750 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133087.156250 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133089.078125 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133089.078125 Penalty: 3512.110352
	Iteration 13F: 3 clusters Score -133089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Entering Unmasked Estep 
Score: -6044107.500000 Penalty: 2687.231934
	Iteration 0F: 2 clusters Score -6044108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6009850.500000 Penalty: 5374.463867
	Iteration 0F: 3 clusters Score -6009850 nChanged 23584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -6023041.500000 Penalty: 5374.463867
	Iteration 1F: 3 clusters Score -6023042 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6023644.000000 Penalty: 5374.463867
	Iteration 2Q: 3 clusters Score -6023644 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -6024391.500000 Penalty: 5374.463867
	Iteration 3Q: 3 clusters Score -6024392 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6025463.500000 Penalty: 5374.463867
	Iteration 4Q: 3 clusters Score -6025464 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -6027232.000000 Penalty: 5374.463867
	Iteration 5F: 3 clusters Score -6027232 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -6029933.000000 Penalty: 5374.463867
	Iteration 6F: 3 clusters Score -6029933 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -6033616.000000 Penalty: 5374.463867
	Iteration 7F: 3 clusters Score -6033616 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -6037390.500000 Penalty: 5374.463867
	Iteration 8F: 3 clusters Score -6037390 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -6039993.500000 Penalty: 5374.463867
	Iteration 9F: 3 clusters Score -6039994 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6041049.500000 Penalty: 5374.463867
	Iteration 10Q: 3 clusters Score -6041050 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -6041456.000000 Penalty: 5374.463867
	Iteration 11Q: 3 clusters Score -6041456 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -6041622.500000 Penalty: 5374.463867
	Iteration 12Q: 3 clusters Score -6041622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6041700.000000 Penalty: 5374.463867
	Iteration 13Q: 3 clusters Score -6041700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6041740.000000 Penalty: 5374.463867
	Iteration 14Q: 3 clusters Score -6041740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6041760.500000 Penalty: 5374.463867
	Iteration 15Q: 3 clusters Score -6041760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6041771.500000 Penalty: 5374.463867
	Iteration 16Q: 3 clusters Score -6041772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6041778.500000 Penalty: 5374.463867
	Iteration 17Q: 3 clusters Score -6041778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6041778.500000 Penalty: 5374.463867
	Iteration 18F: 3 clusters Score -6041778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Entering Unmasked Estep 
Score: -8980749.000000 Penalty: 2786.426270
	Iteration 0F: 2 clusters Score -8980749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -8929843.000000 Penalty: 5572.852539
	Iteration 0F: 3 clusters Score -8929843 nChanged 35632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8949721.000000 Penalty: 5572.852539
	Iteration 1F: 3 clusters Score -8949721 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -8950236.000000 Penalty: 5572.852539
	Iteration 2Q: 3 clusters Score -8950236 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -8950756.000000 Penalty: 5572.852539
	Iteration 3Q: 3 clusters Score -8950756 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -8951310.000000 Penalty: 5572.852539
	Iteration 4Q: 3 clusters Score -8951310 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8951985.000000 Penalty: 5572.852539
	Iteration 5Q: 3 clusters Score -8951985 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -8952930.000000 Penalty: 5572.852539
	Iteration 6Q: 3 clusters Score -8952930 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8954319.000000 Penalty: 5572.852539
	Iteration 7Q: 3 clusters Score -8954319 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -8956484.000000 Penalty: 5572.852539
	Iteration 8F: 3 clusters Score -8956484 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -8959572.000000 Penalty: 5572.852539
	Iteration 9F: 3 clusters Score -8959572 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -8963695.000000 Penalty: 5572.852539
	Iteration 10F: 3 clusters Score -8963695 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -8968146.000000 Penalty: 5572.852539
	Iteration 11F: 3 clusters Score -8968146 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -8972011.000000 Penalty: 5572.852539
	Iteration 12F: 3 clusters Score -8972011 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -8974618.000000 Penalty: 5572.852539
	Iteration 13Q: 3 clusters Score -8974618 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -8976172.000000 Penalty: 5572.852539
	Iteration 14Q: 3 clusters Score -8976172 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -8977045.000000 Penalty: 5572.852539
	Iteration 15Q: 3 clusters Score -8977045 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -8977546.000000 Penalty: 5572.852539
	Iteration 16Q: 3 clusters Score -8977546 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -8977891.000000 Penalty: 5572.852539
	Iteration 17Q: 3 clusters Score -8977891 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -8978129.000000 Penalty: 5572.852539
	Iteration 18Q: 3 clusters Score -8978129 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -8978281.000000 Penalty: 5572.852539
	Iteration 19Q: 3 clusters Score -8978281 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -8978393.000000 Penalty: 5572.852539
	Iteration 20F: 3 clusters Score -8978393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -8978464.000000 Penalty: 5572.852539
	Iteration 21Q: 3 clusters Score -8978464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -8978528.000000 Penalty: 5572.852539
	Iteration 22Q: 3 clusters Score -8978528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -8978549.000000 Penalty: 5572.852539
	Iteration 23Q: 3 clusters Score -8978549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -8978570.000000 Penalty: 5572.852539
	Iteration 24Q: 3 clusters Score -8978570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -8978585.000000 Penalty: 5572.852539
	Iteration 25Q: 3 clusters Score -8978585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -8978611.000000 Penalty: 5572.852539
	Iteration 26Q: 3 clusters Score -8978611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -8978636.000000 Penalty: 5572.852539
	Iteration 27Q: 3 clusters Score -8978636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -8978645.000000 Penalty: 5572.852539
	Iteration 28Q: 3 clusters Score -8978645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -8978667.000000 Penalty: 5572.852539
	Iteration 29Q: 3 clusters Score -8978667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -8978691.000000 Penalty: 5572.852539
	Iteration 30Q: 3 clusters Score -8978691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -8978706.000000 Penalty: 5572.852539
	Iteration 31Q: 3 clusters Score -8978706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -8978706.000000 Penalty: 5572.852539
	Iteration 32Q: 3 clusters Score -8978706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -8978699.000000 Penalty: 5572.852539
	Iteration 33Q: 3 clusters Score -8978699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -8978703.000000 Penalty: 5572.852539
	Iteration 34Q: 3 clusters Score -8978703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -8978699.000000 Penalty: 5572.852539
	Iteration 35Q: 3 clusters Score -8978699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -8978692.000000 Penalty: 5572.852539
	Iteration 36Q: 3 clusters Score -8978692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -8978698.000000 Penalty: 5572.852539
	Iteration 37Q: 3 clusters Score -8978698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -8978705.000000 Penalty: 5572.852539
	Iteration 38Q: 3 clusters Score -8978705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -8978702.000000 Penalty: 5572.852539
	Iteration 39Q: 3 clusters Score -8978702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -8978700.000000 Penalty: 5572.852539
	Iteration 40F: 3 clusters Score -8978700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -8978702.000000 Penalty: 5572.852539
	Iteration 41Q: 3 clusters Score -8978702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -8978696.000000 Penalty: 5572.852539
	Iteration 42Q: 3 clusters Score -8978696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -8978697.000000 Penalty: 5572.852539
	Iteration 43Q: 3 clusters Score -8978697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -8978692.000000 Penalty: 5572.852539
	Iteration 44Q: 3 clusters Score -8978692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -8978691.000000 Penalty: 5572.852539
	Iteration 45Q: 3 clusters Score -8978691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -8978696.000000 Penalty: 5572.852539
	Iteration 46Q: 3 clusters Score -8978696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -8978691.000000 Penalty: 5572.852539
	Iteration 47Q: 3 clusters Score -8978691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -8978689.000000 Penalty: 5572.852539
	Iteration 48Q: 3 clusters Score -8978689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -8978689.000000 Penalty: 5572.852539
	Iteration 49F: 3 clusters Score -8978689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -433194.187500 Penalty: 2052.230225
	Iteration 0F: 2 clusters Score -433194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -429401.750000 Penalty: 4104.460449
	Iteration 0F: 3 clusters Score -429401.8 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -430228.875000 Penalty: 4104.460449
	Iteration 1F: 3 clusters Score -430228.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -430406.343750 Penalty: 4104.460449
	Iteration 2F: 3 clusters Score -430406.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -430514.406250 Penalty: 4104.460449
	Iteration 3Q: 3 clusters Score -430514.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -430609.093750 Penalty: 4104.460449
	Iteration 4Q: 3 clusters Score -430609.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -430676.406250 Penalty: 4104.460449
	Iteration 5Q: 3 clusters Score -430676.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -430733.312500 Penalty: 4104.460449
	Iteration 6Q: 3 clusters Score -430733.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -430779.562500 Penalty: 4104.460449
	Iteration 7Q: 3 clusters Score -430779.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -430823.281250 Penalty: 4104.460449
	Iteration 8Q: 3 clusters Score -430823.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -430871.906250 Penalty: 4104.460449
	Iteration 9Q: 3 clusters Score -430871.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -430933.406250 Penalty: 4104.460449
	Iteration 10Q: 3 clusters Score -430933.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -430986.562500 Penalty: 4104.460449
	Iteration 11Q: 3 clusters Score -430986.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -431046.875000 Penalty: 4104.460449
	Iteration 12Q: 3 clusters Score -431046.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -431110.156250 Penalty: 4104.460449
	Iteration 13Q: 3 clusters Score -431110.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -431175.468750 Penalty: 4104.460449
	Iteration 14Q: 3 clusters Score -431175.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -431238.156250 Penalty: 4104.460449
	Iteration 15Q: 3 clusters Score -431238.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -431296.000000 Penalty: 4104.460449
	Iteration 16Q: 3 clusters Score -431296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -431347.718750 Penalty: 4104.460449
	Iteration 17Q: 3 clusters Score -431347.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -431403.968750 Penalty: 4104.460449
	Iteration 18Q: 3 clusters Score -431404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -431465.375000 Penalty: 4104.460449
	Iteration 19Q: 3 clusters Score -431465.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -431504.656250 Penalty: 4104.460449
	Iteration 20F: 3 clusters Score -431504.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -431543.843750 Penalty: 4104.460449
	Iteration 21Q: 3 clusters Score -431543.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -431582.281250 Penalty: 4104.460449
	Iteration 22Q: 3 clusters Score -431582.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -431608.218750 Penalty: 4104.460449
	Iteration 23Q: 3 clusters Score -431608.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -431630.218750 Penalty: 4104.460449
	Iteration 24Q: 3 clusters Score -431630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -431643.687500 Penalty: 4104.460449
	Iteration 25Q: 3 clusters Score -431643.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -431659.906250 Penalty: 4104.460449
	Iteration 26Q: 3 clusters Score -431659.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -431670.250000 Penalty: 4104.460449
	Iteration 27Q: 3 clusters Score -431670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -431683.593750 Penalty: 4104.460449
	Iteration 28Q: 3 clusters Score -431683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -431700.125000 Penalty: 4104.460449
	Iteration 29Q: 3 clusters Score -431700.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -431718.250000 Penalty: 4104.460449
	Iteration 30Q: 3 clusters Score -431718.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -431727.406250 Penalty: 4104.460449
	Iteration 31Q: 3 clusters Score -431727.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -431737.250000 Penalty: 4104.460449
	Iteration 32Q: 3 clusters Score -431737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -431745.687500 Penalty: 4104.460449
	Iteration 33Q: 3 clusters Score -431745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -431750.500000 Penalty: 4104.460449
	Iteration 34Q: 3 clusters Score -431750.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -431756.218750 Penalty: 4104.460449
	Iteration 35Q: 3 clusters Score -431756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -431759.875000 Penalty: 4104.460449
	Iteration 36Q: 3 clusters Score -431759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -431761.625000 Penalty: 4104.460449
	Iteration 37Q: 3 clusters Score -431761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -431762.093750 Penalty: 4104.460449
	Iteration 38Q: 3 clusters Score -431762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -431762.875000 Penalty: 4104.460449
	Iteration 39Q: 3 clusters Score -431762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -431764.843750 Penalty: 4104.460449
	Iteration 40F: 3 clusters Score -431764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -431769.281250 Penalty: 4104.460449
	Iteration 41Q: 3 clusters Score -431769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -431772.906250 Penalty: 4104.460449
	Iteration 42Q: 3 clusters Score -431772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -431775.062500 Penalty: 4104.460449
	Iteration 43Q: 3 clusters Score -431775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -431779.312500 Penalty: 4104.460449
	Iteration 44Q: 3 clusters Score -431779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -431782.750000 Penalty: 4104.460449
	Iteration 45Q: 3 clusters Score -431782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -431787.187500 Penalty: 4104.460449
	Iteration 46Q: 3 clusters Score -431787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -431789.218750 Penalty: 4104.460449
	Iteration 47Q: 3 clusters Score -431789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -431789.562500 Penalty: 4104.460449
	Iteration 48Q: 3 clusters Score -431789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -431790.968750 Penalty: 4104.460449
	Iteration 49Q: 3 clusters Score -431791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -431790.968750 Penalty: 4104.460449
	Iteration 50F: 3 clusters Score -431791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44181.898438 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44181.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42689.277344 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42689.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42848.355469 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42848.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42891.843750 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42891.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42906.867188 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42906.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42920.242188 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42920.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42925.160156 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42925.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42926.562500 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42926.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42926.562500 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -42926.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48837.648438 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48837.65 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49086.656250 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49086.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49201.796875 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49201.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49311.285156 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49311.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49566.886719 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49566.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49647.394531 Penalty: 3090.318848
	Iteration 5F: 3 clusters Score -49647.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49697.269531 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49697.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49722.613281 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49722.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49736.164062 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49736.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49748.750000 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49748.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49756.531250 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49756.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49767.054688 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -49767.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49774.449219 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -49774.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49785.316406 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -49785.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49809.125000 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -49809.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49821.218750 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -49821.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49823.308594 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -49823.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49823.308594 Penalty: 3090.318848
	Iteration 17F: 3 clusters Score -49823.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -354746.218750 Penalty: 2006.951294
	Iteration 0F: 2 clusters Score -354746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -351289.875000 Penalty: 4013.902588
	Iteration 0F: 3 clusters Score -351289.9 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -351964.125000 Penalty: 4013.902588
	Iteration 1F: 3 clusters Score -351964.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -352129.781250 Penalty: 4013.902588
	Iteration 2F: 3 clusters Score -352129.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -352229.125000 Penalty: 4013.902588
	Iteration 3Q: 3 clusters Score -352229.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -352305.500000 Penalty: 4013.902588
	Iteration 4Q: 3 clusters Score -352305.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -352372.093750 Penalty: 4013.902588
	Iteration 5Q: 3 clusters Score -352372.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -352439.937500 Penalty: 4013.902588
	Iteration 6Q: 3 clusters Score -352439.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -352512.937500 Penalty: 4013.902588
	Iteration 7Q: 3 clusters Score -352512.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -352604.031250 Penalty: 4013.902588
	Iteration 8Q: 3 clusters Score -352604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -352720.875000 Penalty: 4013.902588
	Iteration 9Q: 3 clusters Score -352720.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -352859.062500 Penalty: 4013.902588
	Iteration 10Q: 3 clusters Score -352859.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -353031.375000 Penalty: 4013.902588
	Iteration 11Q: 3 clusters Score -353031.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -353177.593750 Penalty: 4013.902588
	Iteration 12Q: 3 clusters Score -353177.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -353318.843750 Penalty: 4013.902588
	Iteration 13Q: 3 clusters Score -353318.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -353438.250000 Penalty: 4013.902588
	Iteration 14Q: 3 clusters Score -353438.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -353525.250000 Penalty: 4013.902588
	Iteration 15Q: 3 clusters Score -353525.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -353593.062500 Penalty: 4013.902588
	Iteration 16Q: 3 clusters Score -353593.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -353649.031250 Penalty: 4013.902588
	Iteration 17Q: 3 clusters Score -353649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -353686.500000 Penalty: 4013.902588
	Iteration 18Q: 3 clusters Score -353686.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -353712.187500 Penalty: 4013.902588
	Iteration 19Q: 3 clusters Score -353712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -353728.187500 Penalty: 4013.902588
	Iteration 20F: 3 clusters Score -353728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -353743.187500 Penalty: 4013.902588
	Iteration 21Q: 3 clusters Score -353743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -353754.250000 Penalty: 4013.902588
	Iteration 22Q: 3 clusters Score -353754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -353761.593750 Penalty: 4013.902588
	Iteration 23Q: 3 clusters Score -353761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -353766.281250 Penalty: 4013.902588
	Iteration 24Q: 3 clusters Score -353766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -353769.156250 Penalty: 4013.902588
	Iteration 25Q: 3 clusters Score -353769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -353772.812500 Penalty: 4013.902588
	Iteration 26Q: 3 clusters Score -353772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -353774.031250 Penalty: 4013.902588
	Iteration 27Q: 3 clusters Score -353774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -353776.031250 Penalty: 4013.902588
	Iteration 28Q: 3 clusters Score -353776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -353780.750000 Penalty: 4013.902588
	Iteration 29Q: 3 clusters Score -353780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -353783.687500 Penalty: 4013.902588
	Iteration 30Q: 3 clusters Score -353783.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353787.687500 Penalty: 4013.902588
	Iteration 31Q: 3 clusters Score -353787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353789.062500 Penalty: 4013.902588
	Iteration 32Q: 3 clusters Score -353789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -353790.500000 Penalty: 4013.902588
	Iteration 33Q: 3 clusters Score -353790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -353791.937500 Penalty: 4013.902588
	Iteration 34Q: 3 clusters Score -353791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -353794.343750 Penalty: 4013.902588
	Iteration 35Q: 3 clusters Score -353794.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353795.593750 Penalty: 4013.902588
	Iteration 36Q: 3 clusters Score -353795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -353797.500000 Penalty: 4013.902588
	Iteration 37Q: 3 clusters Score -353797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -353798.718750 Penalty: 4013.902588
	Iteration 38Q: 3 clusters Score -353798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -353799.812500 Penalty: 4013.902588
	Iteration 39Q: 3 clusters Score -353799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -353801.062500 Penalty: 4013.902588
	Iteration 40F: 3 clusters Score -353801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78883.132812 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78883.13 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79248.515625 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79248.52 nChanged 67
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: -79451.976562 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79451.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79635.671875 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -79635.67 nChanged 54
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: -79876.734375 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -79876.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80152.617188 Penalty: 3323.562744
	Iteration 5F: 3 clusters Score -80152.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80330.703125 Penalty: 3323.562744
	Iteration 6F: 3 clusters Score -80330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80431.617188 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -80431.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80537.085938 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -80537.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80571.414062 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -80571.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80576.429688 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80576.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80576.429688 Penalty: 3323.562744
	Iteration 11F: 3 clusters Score -80576.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -27453.726562 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27453.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26222.308594 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26222.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26410.431641 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26410.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26500.617188 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -26500.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26510.267578 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26510.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26516.392578 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26516.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26528.904297 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26543.191406 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -26543.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26547.357422 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -26547.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26547.357422 Penalty: 2832.371582
	Iteration 8F: 3 clusters Score -26547.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32495.878906 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32495.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32628.281250 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32628.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32656.644531 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32656.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32679.220703 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32679.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32693.591797 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32693.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32700.746094 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32700.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32707.982422 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32707.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32707.982422 Penalty: 2911.171387
	Iteration 7F: 3 clusters Score -32707.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (94832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Entering Unmasked Estep 
Score: -11225764.000000 Penalty: 2842.045654
	Iteration 0F: 2 clusters Score -1.122576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -11162372.000000 Penalty: 5684.091309
	Iteration 0F: 3 clusters Score -1.116237e+07 nChanged 44882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -11187820.000000 Penalty: 5684.091309
	Iteration 1F: 3 clusters Score -1.118782e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -11188851.000000 Penalty: 5684.091309
	Iteration 2Q: 3 clusters Score -1.118885e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -11190371.000000 Penalty: 5684.091309
	Iteration 3Q: 3 clusters Score -1.119037e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -11192654.000000 Penalty: 5684.091309
	Iteration 4Q: 3 clusters Score -1.119265e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -11196354.000000 Penalty: 5684.091309
	Iteration 5F: 3 clusters Score -1.119635e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -11202024.000000 Penalty: 5684.091309
	Iteration 6F: 3 clusters Score -1.120202e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -11209102.000000 Penalty: 5684.091309
	Iteration 7F: 3 clusters Score -1.12091e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -11215292.000000 Penalty: 5684.091309
	Iteration 8F: 3 clusters Score -1.121529e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -11219443.000000 Penalty: 5684.091309
	Iteration 9Q: 3 clusters Score -1.121944e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11221620.000000 Penalty: 5684.091309
	Iteration 10Q: 3 clusters Score -1.122162e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -11222718.000000 Penalty: 5684.091309
	Iteration 11Q: 3 clusters Score -1.122272e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -11223191.000000 Penalty: 5684.091309
	Iteration 12Q: 3 clusters Score -1.122319e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -11223422.000000 Penalty: 5684.091309
	Iteration 13Q: 3 clusters Score -1.122342e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -11223548.000000 Penalty: 5684.091309
	Iteration 14Q: 3 clusters Score -1.122355e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -11223628.000000 Penalty: 5684.091309
	Iteration 15Q: 3 clusters Score -1.122363e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -11223698.000000 Penalty: 5684.091309
	Iteration 16Q: 3 clusters Score -1.12237e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -11223703.000000 Penalty: 5684.091309
	Iteration 17Q: 3 clusters Score -1.12237e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -11223723.000000 Penalty: 5684.091309
	Iteration 18Q: 3 clusters Score -1.122372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -11223733.000000 Penalty: 5684.091309
	Iteration 19Q: 3 clusters Score -1.122373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -11223745.000000 Penalty: 5684.091309
	Iteration 20F: 3 clusters Score -1.122374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -11223761.000000 Penalty: 5684.091309
	Iteration 21Q: 3 clusters Score -1.122376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -11223780.000000 Penalty: 5684.091309
	Iteration 22Q: 3 clusters Score -1.122378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -11223770.000000 Penalty: 5684.091309
	Iteration 23Q: 3 clusters Score -1.122377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -11223779.000000 Penalty: 5684.091309
	Iteration 24Q: 3 clusters Score -1.122378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -11223779.000000 Penalty: 5684.091309
	Iteration 25Q: 3 clusters Score -1.122378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -11223779.000000 Penalty: 5684.091309
	Iteration 26Q: 3 clusters Score -1.122378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -11223801.000000 Penalty: 5684.091309
	Iteration 27Q: 3 clusters Score -1.12238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -11223793.000000 Penalty: 5684.091309
	Iteration 28Q: 3 clusters Score -1.122379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -11223823.000000 Penalty: 5684.091309
	Iteration 29Q: 3 clusters Score -1.122382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -11223844.000000 Penalty: 5684.091309
	Iteration 30Q: 3 clusters Score -1.122384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 92856 members 
Entering Unmasked Estep 
Score: -11223852.000000 Penalty: 5684.091309
	Iteration 31Q: 3 clusters Score -1.122385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -11223858.000000 Penalty: 5684.091309
	Iteration 32Q: 3 clusters Score -1.122386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -11223861.000000 Penalty: 5684.091309
	Iteration 33Q: 3 clusters Score -1.122386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -11223866.000000 Penalty: 5684.091309
	Iteration 34Q: 3 clusters Score -1.122387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -11223876.000000 Penalty: 5684.091309
	Iteration 35Q: 3 clusters Score -1.122388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -11223899.000000 Penalty: 5684.091309
	Iteration 36Q: 3 clusters Score -1.12239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -11223885.000000 Penalty: 5684.091309
	Iteration 37Q: 3 clusters Score -1.122388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -11223894.000000 Penalty: 5684.091309
	Iteration 38Q: 3 clusters Score -1.122389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -11223916.000000 Penalty: 5684.091309
	Iteration 39Q: 3 clusters Score -1.122392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -11223918.000000 Penalty: 5684.091309
	Iteration 40F: 3 clusters Score -1.122392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -11223915.000000 Penalty: 5684.091309
	Iteration 41Q: 3 clusters Score -1.122392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -11223915.000000 Penalty: 5684.091309
	Iteration 42Q: 3 clusters Score -1.122392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -11223907.000000 Penalty: 5684.091309
	Iteration 43Q: 3 clusters Score -1.122391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
Score: -11223909.000000 Penalty: 5684.091309
	Iteration 44Q: 3 clusters Score -1.122391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -11223906.000000 Penalty: 5684.091309
	Iteration 45Q: 3 clusters Score -1.122391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -11223907.000000 Penalty: 5684.091309
	Iteration 46Q: 3 clusters Score -1.122391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -11223903.000000 Penalty: 5684.091309
	Iteration 47Q: 3 clusters Score -1.12239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -11223908.000000 Penalty: 5684.091309
	Iteration 48Q: 3 clusters Score -1.122391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -11223908.000000 Penalty: 5684.091309
	Iteration 49F: 3 clusters Score -1.122391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130816.429688 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130816.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131156.421875 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131156.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131252.234375 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131252.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131303.750000 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131303.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131339.984375 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131379.859375 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131379.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131410.296875 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131410.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131433.265625 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131433.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131448.046875 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131462.687500 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131462.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131484.718750 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131484.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131510.125000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131526.671875 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131549.187500 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131571.546875 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -131571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131589.562500 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -131589.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131599.890625 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -131599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131606.687500 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -131606.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131617.812500 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -131617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131620.828125 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -131620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131621.578125 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -131621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131623.328125 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -131623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131623.328125 Penalty: 3498.578369
	Iteration 22F: 3 clusters Score -131623.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -161341.703125 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -161341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159080.921875 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -159080.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159513.328125 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -159513.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159643.671875 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -159643.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159748.968750 Penalty: 3609.514893
	Iteration 3Q: 3 clusters Score -159749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159825.984375 Penalty: 3609.514893
	Iteration 4Q: 3 clusters Score -159826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159898.546875 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -159898.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -159950.640625 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -159950.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159995.062500 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -159995.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160026.921875 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -160026.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160062.203125 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -160062.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160094.671875 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -160094.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160133.109375 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -160133.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160191.281250 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -160191.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160240.031250 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -160240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160283.312500 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -160283.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -160313.062500 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -160313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160340.890625 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -160340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160357.968750 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -160358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160374.390625 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -160374.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160390.484375 Penalty: 3609.514893
	Iteration 19Q: 3 clusters Score -160390.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160402.375000 Penalty: 3609.514893
	Iteration 20F: 3 clusters Score -160402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -160410.203125 Penalty: 3609.514893
	Iteration 21Q: 3 clusters Score -160410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160415.468750 Penalty: 3609.514893
	Iteration 22Q: 3 clusters Score -160415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -160430.625000 Penalty: 3609.514893
	Iteration 23Q: 3 clusters Score -160430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -160434.062500 Penalty: 3609.514893
	Iteration 24Q: 3 clusters Score -160434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -160437.171875 Penalty: 3609.514893
	Iteration 25Q: 3 clusters Score -160437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -160437.468750 Penalty: 3609.514893
	Iteration 26Q: 3 clusters Score -160437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -160444.578125 Penalty: 3609.514893
	Iteration 27Q: 3 clusters Score -160444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -160448.359375 Penalty: 3609.514893
	Iteration 28Q: 3 clusters Score -160448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -160450.734375 Penalty: 3609.514893
	Iteration 29Q: 3 clusters Score -160450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -160452.500000 Penalty: 3609.514893
	Iteration 30Q: 3 clusters Score -160452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160454.312500 Penalty: 3609.514893
	Iteration 31Q: 3 clusters Score -160454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160454.312500 Penalty: 3609.514893
	Iteration 32F: 3 clusters Score -160454.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 292 members 
Entering Unmasked Estep 
Score: -56856.363281 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56856.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57069.664062 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57069.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57138.136719 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57138.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57180.113281 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57180.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57217.531250 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57217.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57247.425781 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57247.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57268.265625 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57268.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57274.546875 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57274.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57284.433594 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57284.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57292.191406 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57292.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57315.250000 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57315.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57341.714844 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57341.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57348.550781 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57348.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57349.527344 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57349.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57349.527344 Penalty: 3151.767578
	Iteration 14F: 3 clusters Score -57349.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 32594 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12306 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57875 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 49626 members 
Mstep: Class 9 contains 225579 members 
Mstep: Class 10 contains 19489 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 340098 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 92642 members 
Mstep: Class 17 contains 233962 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 69087 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30666 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50798 members 
Mstep: Class 24 contains 75780 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94832 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000288.000000 Penalty: 124057.148438
Iteration 199Q: 36 clusters Score -1.840003e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 32728 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12306 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57894 members 
Mstep: Class 7 contains 8328 members 
Mstep: Class 8 contains 49652 members 
Mstep: Class 9 contains 225608 members 
Mstep: Class 10 contains 19485 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 340106 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49855 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 92652 members 
Mstep: Class 17 contains 233719 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 69077 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30673 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50803 members 
Mstep: Class 24 contains 75802 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94809 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000144.000000 Penalty: 124057.148438
Iteration 200F: 36 clusters Score -1.840001e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 32873 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12307 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57902 members 
Mstep: Class 7 contains 8329 members 
Mstep: Class 8 contains 49691 members 
Mstep: Class 9 contains 225631 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 340119 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 49880 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 92670 members 
Mstep: Class 17 contains 233457 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 69061 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30694 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50802 members 
Mstep: Class 24 contains 75833 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94794 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999920.000000 Penalty: 124057.148438
Iteration 201Q: 36 clusters Score -1.839999e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 33015 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57907 members 
Mstep: Class 7 contains 8330 members 
Mstep: Class 8 contains 49731 members 
Mstep: Class 9 contains 225655 members 
Mstep: Class 10 contains 19481 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 340127 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 49902 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 92686 members 
Mstep: Class 17 contains 233225 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 69048 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30700 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50815 members 
Mstep: Class 24 contains 75852 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94775 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999856.000000 Penalty: 124057.148438
Iteration 202Q: 36 clusters Score -1.839999e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 33150 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12297 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 57903 members 
Mstep: Class 7 contains 8332 members 
Mstep: Class 8 contains 49766 members 
Mstep: Class 9 contains 225673 members 
Mstep: Class 10 contains 19481 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340169 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 49930 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 92712 members 
Mstep: Class 17 contains 233013 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 69034 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30697 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50818 members 
Mstep: Class 24 contains 75870 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94737 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999840.000000 Penalty: 124057.148438
Iteration 203Q: 36 clusters Score -1.839998e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 33280 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12294 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 57898 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 49810 members 
Mstep: Class 9 contains 225684 members 
Mstep: Class 10 contains 19482 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340211 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 49955 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 92720 members 
Mstep: Class 17 contains 232807 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 69025 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30700 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50826 members 
Mstep: Class 24 contains 75877 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94706 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999712.000000 Penalty: 124057.148438
Iteration 204Q: 36 clusters Score -1.839997e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 33396 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12285 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 57906 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 49846 members 
Mstep: Class 9 contains 225690 members 
Mstep: Class 10 contains 19485 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340227 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 49978 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 92728 members 
Mstep: Class 17 contains 232605 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 69024 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30710 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50833 members 
Mstep: Class 24 contains 75890 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94694 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999648.000000 Penalty: 124057.148438
Iteration 205Q: 36 clusters Score -1.839996e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 33522 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 57911 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 49893 members 
Mstep: Class 9 contains 225691 members 
Mstep: Class 10 contains 19485 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340255 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50003 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 92739 members 
Mstep: Class 17 contains 232409 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 69019 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30708 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50845 members 
Mstep: Class 24 contains 75905 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94659 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999744.000000 Penalty: 124057.148438
Iteration 206Q: 36 clusters Score -1.839997e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 33694 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 6 contains 57919 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 49929 members 
Mstep: Class 9 contains 225705 members 
Mstep: Class 10 contains 19484 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340211 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50025 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 92762 members 
Mstep: Class 17 contains 232226 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 69011 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30708 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50856 members 
Mstep: Class 24 contains 75926 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3276 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94623 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999616.000000 Penalty: 124057.148438
Iteration 207Q: 36 clusters Score -1.839996e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 33863 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 8267 members 
Mstep: Class 6 contains 57920 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 49967 members 
Mstep: Class 9 contains 225712 members 
Mstep: Class 10 contains 19478 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340175 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50047 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 92799 members 
Mstep: Class 17 contains 232013 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 68997 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30718 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50878 members 
Mstep: Class 24 contains 75946 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94607 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999712.000000 Penalty: 124057.148438
Iteration 208Q: 36 clusters Score -1.839997e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 34027 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 8264 members 
Mstep: Class 6 contains 57927 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 50014 members 
Mstep: Class 9 contains 225727 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340132 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50064 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 92811 members 
Mstep: Class 17 contains 231833 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68983 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30730 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50892 members 
Mstep: Class 24 contains 75967 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94570 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999728.000000 Penalty: 124057.148438
Iteration 209Q: 36 clusters Score -1.839997e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 34204 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 57931 members 
Mstep: Class 7 contains 8343 members 
Mstep: Class 8 contains 50060 members 
Mstep: Class 9 contains 225761 members 
Mstep: Class 10 contains 19477 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340109 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50087 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 92818 members 
Mstep: Class 17 contains 231590 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68964 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30736 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50908 members 
Mstep: Class 24 contains 75990 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94545 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999648.000000 Penalty: 124057.148438
Iteration 210Q: 36 clusters Score -1.839996e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 34400 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 57925 members 
Mstep: Class 7 contains 8342 members 
Mstep: Class 8 contains 50097 members 
Mstep: Class 9 contains 225814 members 
Mstep: Class 10 contains 19471 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 340091 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50101 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 92825 members 
Mstep: Class 17 contains 231341 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 68940 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30732 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50920 members 
Mstep: Class 24 contains 76007 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94533 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999856.000000 Penalty: 124057.148438
Iteration 211Q: 36 clusters Score -1.839999e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 34594 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 8255 members 
Mstep: Class 6 contains 57931 members 
Mstep: Class 7 contains 8343 members 
Mstep: Class 8 contains 50132 members 
Mstep: Class 9 contains 225847 members 
Mstep: Class 10 contains 19470 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340072 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50115 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 92822 members 
Mstep: Class 17 contains 231105 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68909 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30736 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50935 members 
Mstep: Class 24 contains 76031 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94519 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999984.000000 Penalty: 124057.148438
Iteration 212Q: 36 clusters Score -1.84e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 34798 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 57948 members 
Mstep: Class 7 contains 8345 members 
Mstep: Class 8 contains 50160 members 
Mstep: Class 9 contains 225883 members 
Mstep: Class 10 contains 19468 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340050 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50142 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 92836 members 
Mstep: Class 17 contains 230815 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 68882 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30749 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50954 members 
Mstep: Class 24 contains 76051 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94503 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999856.000000 Penalty: 124057.148438
Iteration 213Q: 36 clusters Score -1.839999e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 34994 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12250 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 57954 members 
Mstep: Class 7 contains 8346 members 
Mstep: Class 8 contains 50195 members 
Mstep: Class 9 contains 225894 members 
Mstep: Class 10 contains 19465 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340056 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50169 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 92829 members 
Mstep: Class 17 contains 230555 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 68858 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30764 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50981 members 
Mstep: Class 24 contains 76070 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94487 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999888.000000 Penalty: 124057.148438
Iteration 214Q: 36 clusters Score -1.839999e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 35205 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12240 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 57961 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 50220 members 
Mstep: Class 9 contains 225914 members 
Mstep: Class 10 contains 19465 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340043 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50204 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 92827 members 
Mstep: Class 17 contains 230272 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 68839 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30781 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51026 members 
Mstep: Class 24 contains 76079 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94477 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000016.000000 Penalty: 124057.148438
Iteration 215Q: 36 clusters Score -1.84e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 35404 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 57963 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 50252 members 
Mstep: Class 9 contains 225907 members 
Mstep: Class 10 contains 19461 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340034 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50229 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 92842 members 
Mstep: Class 17 contains 230009 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 68819 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30791 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51074 members 
Mstep: Class 24 contains 76086 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94468 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999696.000000 Penalty: 124057.148438
Iteration 216Q: 36 clusters Score -1.839997e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 35594 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12230 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 57963 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 50278 members 
Mstep: Class 9 contains 225921 members 
Mstep: Class 10 contains 19458 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340068 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50258 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 92850 members 
Mstep: Class 17 contains 229701 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 68791 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30812 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51100 members 
Mstep: Class 24 contains 76101 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3287 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94462 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999648.000000 Penalty: 124057.148438
Iteration 217Q: 36 clusters Score -1.839996e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 35795 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 57973 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 50308 members 
Mstep: Class 9 contains 225937 members 
Mstep: Class 10 contains 19456 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340107 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50295 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 92874 members 
Mstep: Class 17 contains 229336 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68769 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30820 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51111 members 
Mstep: Class 24 contains 76105 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3288 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94477 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000032.000000 Penalty: 124057.148438
Iteration 218Q: 36 clusters Score -1.84e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 36008 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12225 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 57982 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 50335 members 
Mstep: Class 9 contains 225962 members 
Mstep: Class 10 contains 19452 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340111 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50321 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 92885 members 
Mstep: Class 17 contains 229015 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 68757 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30829 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51124 members 
Mstep: Class 24 contains 76104 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94490 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999696.000000 Penalty: 124057.148438
Iteration 219Q: 36 clusters Score -1.839997e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 36227 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 57977 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 50377 members 
Mstep: Class 9 contains 225965 members 
Mstep: Class 10 contains 19443 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340105 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50352 members 
Mstep: Class 15 contains 82907 members 
Mstep: Class 16 contains 92916 members 
Mstep: Class 17 contains 228686 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 68735 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30845 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51146 members 
Mstep: Class 24 contains 76111 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94499 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999984.000000 Penalty: 124057.148438
Iteration 220F: 36 clusters Score -1.84e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 36449 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12218 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 6 contains 57980 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 50411 members 
Mstep: Class 9 contains 225976 members 
Mstep: Class 10 contains 19437 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340124 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 50371 members 
Mstep: Class 15 contains 82908 members 
Mstep: Class 16 contains 92949 members 
Mstep: Class 17 contains 228329 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 68712 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30854 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51175 members 
Mstep: Class 24 contains 76119 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94512 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999680.000000 Penalty: 124057.148438
Iteration 221Q: 36 clusters Score -1.839997e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 36665 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 6 contains 57972 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 50448 members 
Mstep: Class 9 contains 226011 members 
Mstep: Class 10 contains 19434 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340134 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 50382 members 
Mstep: Class 15 contains 82908 members 
Mstep: Class 16 contains 92972 members 
Mstep: Class 17 contains 227989 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68696 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30855 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51196 members 
Mstep: Class 24 contains 76130 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3290 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94524 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999936.000000 Penalty: 124057.148438
Iteration 222Q: 36 clusters Score -1.839999e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 57975 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 50488 members 
Mstep: Class 9 contains 226035 members 
Mstep: Class 10 contains 19429 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340148 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 50400 members 
Mstep: Class 15 contains 82909 members 
Mstep: Class 16 contains 92992 members 
Mstep: Class 17 contains 227625 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68669 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30862 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51211 members 
Mstep: Class 24 contains 76152 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3291 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94556 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000128.000000 Penalty: 124057.148438
Iteration 223Q: 36 clusters Score -1.840001e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 37078 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12212 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 6 contains 57976 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 50521 members 
Mstep: Class 9 contains 226042 members 
Mstep: Class 10 contains 19419 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340187 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 50414 members 
Mstep: Class 15 contains 82912 members 
Mstep: Class 16 contains 93017 members 
Mstep: Class 17 contains 227291 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68646 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30863 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51220 members 
Mstep: Class 24 contains 76150 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3291 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94595 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000000.000000 Penalty: 124057.148438
Iteration 224Q: 36 clusters Score -1.84e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 37278 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 57981 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 50572 members 
Mstep: Class 9 contains 226029 members 
Mstep: Class 10 contains 19412 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340204 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 50440 members 
Mstep: Class 15 contains 82917 members 
Mstep: Class 16 contains 93051 members 
Mstep: Class 17 contains 226936 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 68635 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30863 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51227 members 
Mstep: Class 24 contains 76169 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3291 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94629 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000112.000000 Penalty: 124057.148438
Iteration 225Q: 36 clusters Score -1.840001e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 37506 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 8232 members 
Mstep: Class 6 contains 57997 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 50603 members 
Mstep: Class 9 contains 226033 members 
Mstep: Class 10 contains 19403 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340230 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50470 members 
Mstep: Class 15 contains 82919 members 
Mstep: Class 16 contains 93080 members 
Mstep: Class 17 contains 226529 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68623 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30876 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51251 members 
Mstep: Class 24 contains 76192 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94656 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000048.000000 Penalty: 124057.148438
Iteration 226Q: 36 clusters Score -1.84e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 37720 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 8231 members 
Mstep: Class 6 contains 58008 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 50633 members 
Mstep: Class 9 contains 226075 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340203 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50501 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 93118 members 
Mstep: Class 17 contains 226146 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 68606 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51266 members 
Mstep: Class 24 contains 76219 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3295 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94686 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000016.000000 Penalty: 124057.148438
Iteration 227Q: 36 clusters Score -1.84e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 37944 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 8230 members 
Mstep: Class 6 contains 58030 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 50676 members 
Mstep: Class 9 contains 226091 members 
Mstep: Class 10 contains 19390 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340187 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50551 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 93152 members 
Mstep: Class 17 contains 225744 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68603 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30877 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51273 members 
Mstep: Class 24 contains 76236 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3297 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94717 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000112.000000 Penalty: 124057.148438
Iteration 228Q: 36 clusters Score -1.840001e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 38167 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 58044 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 50727 members 
Mstep: Class 9 contains 226122 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340181 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50586 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 93173 members 
Mstep: Class 17 contains 225353 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68590 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30868 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51286 members 
Mstep: Class 24 contains 76261 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3300 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94729 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999904.000000 Penalty: 124057.148438
Iteration 229Q: 36 clusters Score -1.839999e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 38406 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12203 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 6 contains 58058 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 50762 members 
Mstep: Class 9 contains 226158 members 
Mstep: Class 10 contains 19380 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 340159 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50627 members 
Mstep: Class 15 contains 82919 members 
Mstep: Class 16 contains 93194 members 
Mstep: Class 17 contains 224945 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68584 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30870 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51304 members 
Mstep: Class 24 contains 76298 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3300 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94750 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000160.000000 Penalty: 124057.148438
Iteration 230Q: 36 clusters Score -1.840002e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 38585 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 6 contains 58087 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 50810 members 
Mstep: Class 9 contains 226168 members 
Mstep: Class 10 contains 19379 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 340240 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50664 members 
Mstep: Class 15 contains 82919 members 
Mstep: Class 16 contains 93203 members 
Mstep: Class 17 contains 224532 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 68565 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30878 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51313 members 
Mstep: Class 24 contains 76314 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3299 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94777 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000336.000000 Penalty: 124057.148438
Iteration 231Q: 36 clusters Score -1.840003e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 38797 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 6 contains 58119 members 
Mstep: Class 7 contains 8367 members 
Mstep: Class 8 contains 50856 members 
Mstep: Class 9 contains 226207 members 
Mstep: Class 10 contains 19370 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 340230 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50692 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 93212 members 
Mstep: Class 17 contains 224176 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 68544 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30888 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51309 members 
Mstep: Class 24 contains 76336 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3300 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94799 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000128.000000 Penalty: 124057.148438
Iteration 232Q: 36 clusters Score -1.840001e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 39010 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 8226 members 
Mstep: Class 6 contains 58147 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 50901 members 
Mstep: Class 9 contains 226264 members 
Mstep: Class 10 contains 19364 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 340146 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50714 members 
Mstep: Class 15 contains 82919 members 
Mstep: Class 16 contains 93239 members 
Mstep: Class 17 contains 223826 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 68537 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30905 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51315 members 
Mstep: Class 24 contains 76358 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3303 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94827 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999920.000000 Penalty: 124057.148438
Iteration 233Q: 36 clusters Score -1.839999e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 39225 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58172 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 50943 members 
Mstep: Class 9 contains 226301 members 
Mstep: Class 10 contains 19362 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 340074 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50759 members 
Mstep: Class 15 contains 82915 members 
Mstep: Class 16 contains 93246 members 
Mstep: Class 17 contains 223461 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68530 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30920 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51324 members 
Mstep: Class 24 contains 76387 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3304 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94860 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999696.000000 Penalty: 124057.148438
Iteration 234Q: 36 clusters Score -1.839997e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 39434 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58168 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 50969 members 
Mstep: Class 9 contains 226335 members 
Mstep: Class 10 contains 19356 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 340100 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50801 members 
Mstep: Class 15 contains 82917 members 
Mstep: Class 16 contains 93235 members 
Mstep: Class 17 contains 223101 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68508 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30933 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51316 members 
Mstep: Class 24 contains 76437 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94885 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999760.000000 Penalty: 124057.148438
Iteration 235Q: 36 clusters Score -1.839998e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 39650 members 
Mstep: Class 3 contains 1880 members 
Mstep: Class 4 contains 12183 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58167 members 
Mstep: Class 7 contains 8372 members 
Mstep: Class 8 contains 50990 members 
Mstep: Class 9 contains 226384 members 
Mstep: Class 10 contains 19346 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 340106 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50838 members 
Mstep: Class 15 contains 82919 members 
Mstep: Class 16 contains 93246 members 
Mstep: Class 17 contains 222720 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 68480 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30947 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51313 members 
Mstep: Class 24 contains 76479 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3304 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94908 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999248.000000 Penalty: 124057.148438
Iteration 236Q: 36 clusters Score -1.839992e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 39898 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12182 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58186 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 51023 members 
Mstep: Class 9 contains 226417 members 
Mstep: Class 10 contains 19343 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 340108 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50856 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 93258 members 
Mstep: Class 17 contains 222335 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 68455 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51321 members 
Mstep: Class 24 contains 76511 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94925 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999264.000000 Penalty: 124057.148438
Iteration 237Q: 36 clusters Score -1.839993e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 40161 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12174 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58193 members 
Mstep: Class 7 contains 8369 members 
Mstep: Class 8 contains 51074 members 
Mstep: Class 9 contains 226465 members 
Mstep: Class 10 contains 19334 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 340086 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50891 members 
Mstep: Class 15 contains 82912 members 
Mstep: Class 16 contains 93276 members 
Mstep: Class 17 contains 221899 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68441 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30966 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51324 members 
Mstep: Class 24 contains 76554 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94952 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999296.000000 Penalty: 124057.148438
Iteration 238Q: 36 clusters Score -1.839993e+08 nChanged 1491
Entering ConstructFrom: 
Score: -183999296.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (50454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Entering Unmasked Estep 
Score: -5957969.000000 Penalty: 2685.546631
	Iteration 0F: 2 clusters Score -5957969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5924007.000000 Penalty: 5371.093262
	Iteration 0F: 3 clusters Score -5924007 nChanged 23329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5937485.000000 Penalty: 5371.093262
	Iteration 1F: 3 clusters Score -5937485 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5938568.000000 Penalty: 5371.093262
	Iteration 2F: 3 clusters Score -5938568 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5939843.000000 Penalty: 5371.093262
	Iteration 3F: 3 clusters Score -5939843 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5941451.500000 Penalty: 5371.093262
	Iteration 4F: 3 clusters Score -5941452 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5943476.000000 Penalty: 5371.093262
	Iteration 5F: 3 clusters Score -5943476 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5946001.000000 Penalty: 5371.093262
	Iteration 6F: 3 clusters Score -5946001 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5948600.500000 Penalty: 5371.093262
	Iteration 7F: 3 clusters Score -5948600 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -5950519.500000 Penalty: 5371.093262
	Iteration 8F: 3 clusters Score -5950520 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -5951646.500000 Penalty: 5371.093262
	Iteration 9Q: 3 clusters Score -5951646 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -5952260.500000 Penalty: 5371.093262
	Iteration 10Q: 3 clusters Score -5952260 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -5952570.000000 Penalty: 5371.093262
	Iteration 11Q: 3 clusters Score -5952570 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5952904.000000 Penalty: 5371.093262
	Iteration 12Q: 3 clusters Score -5952904 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -5953196.500000 Penalty: 5371.093262
	Iteration 13Q: 3 clusters Score -5953196 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -5953470.000000 Penalty: 5371.093262
	Iteration 14Q: 3 clusters Score -5953470 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5953690.500000 Penalty: 5371.093262
	Iteration 15Q: 3 clusters Score -5953690 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5953910.000000 Penalty: 5371.093262
	Iteration 16Q: 3 clusters Score -5953910 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5954153.500000 Penalty: 5371.093262
	Iteration 17Q: 3 clusters Score -5954154 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5954379.500000 Penalty: 5371.093262
	Iteration 18Q: 3 clusters Score -5954380 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5954607.000000 Penalty: 5371.093262
	Iteration 19Q: 3 clusters Score -5954607 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5954793.000000 Penalty: 5371.093262
	Iteration 20F: 3 clusters Score -5954793 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5955009.000000 Penalty: 5371.093262
	Iteration 21Q: 3 clusters Score -5955009 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5955126.500000 Penalty: 5371.093262
	Iteration 22Q: 3 clusters Score -5955126 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5955300.000000 Penalty: 5371.093262
	Iteration 23Q: 3 clusters Score -5955300 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5955399.500000 Penalty: 5371.093262
	Iteration 24Q: 3 clusters Score -5955400 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5955500.500000 Penalty: 5371.093262
	Iteration 25Q: 3 clusters Score -5955500 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5955579.500000 Penalty: 5371.093262
	Iteration 26Q: 3 clusters Score -5955580 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5955641.000000 Penalty: 5371.093262
	Iteration 27Q: 3 clusters Score -5955641 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5955693.000000 Penalty: 5371.093262
	Iteration 28Q: 3 clusters Score -5955693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5955772.500000 Penalty: 5371.093262
	Iteration 29Q: 3 clusters Score -5955772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5955794.500000 Penalty: 5371.093262
	Iteration 30Q: 3 clusters Score -5955794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5955837.000000 Penalty: 5371.093262
	Iteration 31Q: 3 clusters Score -5955837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5955867.000000 Penalty: 5371.093262
	Iteration 32Q: 3 clusters Score -5955867 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5955906.500000 Penalty: 5371.093262
	Iteration 33Q: 3 clusters Score -5955906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5955927.500000 Penalty: 5371.093262
	Iteration 34Q: 3 clusters Score -5955928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5955959.000000 Penalty: 5371.093262
	Iteration 35Q: 3 clusters Score -5955959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5955978.500000 Penalty: 5371.093262
	Iteration 36Q: 3 clusters Score -5955978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5955982.500000 Penalty: 5371.093262
	Iteration 37Q: 3 clusters Score -5955982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5955989.000000 Penalty: 5371.093262
	Iteration 38Q: 3 clusters Score -5955989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5955996.500000 Penalty: 5371.093262
	Iteration 39Q: 3 clusters Score -5955996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5956009.500000 Penalty: 5371.093262
	Iteration 40F: 3 clusters Score -5956010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5956026.500000 Penalty: 5371.093262
	Iteration 41Q: 3 clusters Score -5956026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5956027.000000 Penalty: 5371.093262
	Iteration 42Q: 3 clusters Score -5956027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5956028.500000 Penalty: 5371.093262
	Iteration 43Q: 3 clusters Score -5956028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5956026.000000 Penalty: 5371.093262
	Iteration 44Q: 3 clusters Score -5956026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5956045.000000 Penalty: 5371.093262
	Iteration 45Q: 3 clusters Score -5956045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5956038.000000 Penalty: 5371.093262
	Iteration 46Q: 3 clusters Score -5956038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5956043.500000 Penalty: 5371.093262
	Iteration 47Q: 3 clusters Score -5956044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5956043.000000 Penalty: 5371.093262
	Iteration 48Q: 3 clusters Score -5956043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5956050.000000 Penalty: 5371.093262
	Iteration 49Q: 3 clusters Score -5956050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5956047.000000 Penalty: 5371.093262
	Iteration 50Q: 3 clusters Score -5956047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5956049.000000 Penalty: 5371.093262
	Iteration 51Q: 3 clusters Score -5956049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5956055.500000 Penalty: 5371.093262
	Iteration 52Q: 3 clusters Score -5956056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5956056.500000 Penalty: 5371.093262
	Iteration 53Q: 3 clusters Score -5956056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5956047.500000 Penalty: 5371.093262
	Iteration 54Q: 3 clusters Score -5956048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5956046.000000 Penalty: 5371.093262
	Iteration 55Q: 3 clusters Score -5956046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5956052.500000 Penalty: 5371.093262
	Iteration 56Q: 3 clusters Score -5956052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5956048.000000 Penalty: 5371.093262
	Iteration 57Q: 3 clusters Score -5956048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5956053.500000 Penalty: 5371.093262
	Iteration 58Q: 3 clusters Score -5956054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5956052.000000 Penalty: 5371.093262
	Iteration 59Q: 3 clusters Score -5956052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5956052.000000 Penalty: 5371.093262
	Iteration 60F: 3 clusters Score -5956052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Entering Unmasked Estep 
Score: -4753452.500000 Penalty: 2630.580322
	Iteration 0F: 2 clusters Score -4753452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -4725896.500000 Penalty: 5261.160645
	Iteration 0F: 3 clusters Score -4725896 nChanged 18635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4736294.000000 Penalty: 5261.160645
	Iteration 1F: 3 clusters Score -4736294 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4736904.500000 Penalty: 5261.160645
	Iteration 2Q: 3 clusters Score -4736904 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4737710.500000 Penalty: 5261.160645
	Iteration 3Q: 3 clusters Score -4737710 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4738789.000000 Penalty: 5261.160645
	Iteration 4F: 3 clusters Score -4738789 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4740500.500000 Penalty: 5261.160645
	Iteration 5F: 3 clusters Score -4740500 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4742930.000000 Penalty: 5261.160645
	Iteration 6F: 3 clusters Score -4742930 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4745849.500000 Penalty: 5261.160645
	Iteration 7F: 3 clusters Score -4745850 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4748394.500000 Penalty: 5261.160645
	Iteration 8F: 3 clusters Score -4748394 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4749915.000000 Penalty: 5261.160645
	Iteration 9Q: 3 clusters Score -4749915 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4750540.000000 Penalty: 5261.160645
	Iteration 10Q: 3 clusters Score -4750540 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4750785.000000 Penalty: 5261.160645
	Iteration 11Q: 3 clusters Score -4750785 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4750926.000000 Penalty: 5261.160645
	Iteration 12Q: 3 clusters Score -4750926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -4751011.500000 Penalty: 5261.160645
	Iteration 13Q: 3 clusters Score -4751012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4751058.500000 Penalty: 5261.160645
	Iteration 14Q: 3 clusters Score -4751058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4751090.500000 Penalty: 5261.160645
	Iteration 15Q: 3 clusters Score -4751090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4751107.500000 Penalty: 5261.160645
	Iteration 16Q: 3 clusters Score -4751108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4751127.500000 Penalty: 5261.160645
	Iteration 17Q: 3 clusters Score -4751128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -4751146.500000 Penalty: 5261.160645
	Iteration 18Q: 3 clusters Score -4751146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4751149.500000 Penalty: 5261.160645
	Iteration 19Q: 3 clusters Score -4751150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4751158.000000 Penalty: 5261.160645
	Iteration 20F: 3 clusters Score -4751158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4751163.500000 Penalty: 5261.160645
	Iteration 21Q: 3 clusters Score -4751164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -4751173.000000 Penalty: 5261.160645
	Iteration 22Q: 3 clusters Score -4751173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4751170.000000 Penalty: 5261.160645
	Iteration 23Q: 3 clusters Score -4751170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4751174.000000 Penalty: 5261.160645
	Iteration 24Q: 3 clusters Score -4751174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4751174.000000 Penalty: 5261.160645
	Iteration 25F: 3 clusters Score -4751174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -206984.312500 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -206984.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204444.921875 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -204444.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204894.531250 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -204894.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -205053.140625 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -205053.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -205167.078125 Penalty: 3739.621094
	Iteration 3F: 3 clusters Score -205167.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -205329.843750 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -205329.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -205630.281250 Penalty: 3739.621094
	Iteration 5F: 3 clusters Score -205630.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -206033.531250 Penalty: 3739.621094
	Iteration 6F: 3 clusters Score -206033.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -206241.812500 Penalty: 3739.621094
	Iteration 7F: 3 clusters Score -206241.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -206374.953125 Penalty: 3739.621094
	Iteration 8F: 3 clusters Score -206375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -206453.718750 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -206453.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206518.625000 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -206518.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -206574.640625 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -206574.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -206620.687500 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -206620.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -206659.046875 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -206659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -206679.375000 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -206679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -206701.890625 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -206701.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -206718.062500 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -206718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -206728.406250 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -206728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -206742.343750 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -206742.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -206746.046875 Penalty: 3739.621094
	Iteration 19Q: 3 clusters Score -206746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -206749.234375 Penalty: 3739.621094
	Iteration 20F: 3 clusters Score -206749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -1330727.375000 Penalty: 2332.767090
	Iteration 0F: 2 clusters Score -1330727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1321734.375000 Penalty: 4665.534180
	Iteration 0F: 3 clusters Score -1321734 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1324655.125000 Penalty: 4665.534180
	Iteration 1F: 3 clusters Score -1324655 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1325116.875000 Penalty: 4665.534180
	Iteration 2F: 3 clusters Score -1325117 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1325457.000000 Penalty: 4665.534180
	Iteration 3F: 3 clusters Score -1325457 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1325709.000000 Penalty: 4665.534180
	Iteration 4Q: 3 clusters Score -1325709 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1325945.750000 Penalty: 4665.534180
	Iteration 5Q: 3 clusters Score -1325946 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1326142.500000 Penalty: 4665.534180
	Iteration 6Q: 3 clusters Score -1326142 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1326335.750000 Penalty: 4665.534180
	Iteration 7Q: 3 clusters Score -1326336 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1326521.875000 Penalty: 4665.534180
	Iteration 8Q: 3 clusters Score -1326522 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1326699.750000 Penalty: 4665.534180
	Iteration 9Q: 3 clusters Score -1326700 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1326894.750000 Penalty: 4665.534180
	Iteration 10Q: 3 clusters Score -1326895 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1327093.875000 Penalty: 4665.534180
	Iteration 11Q: 3 clusters Score -1327094 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1327304.500000 Penalty: 4665.534180
	Iteration 12Q: 3 clusters Score -1327304 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1327527.625000 Penalty: 4665.534180
	Iteration 13Q: 3 clusters Score -1327528 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1327767.125000 Penalty: 4665.534180
	Iteration 14Q: 3 clusters Score -1327767 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1328000.750000 Penalty: 4665.534180
	Iteration 15Q: 3 clusters Score -1328001 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1328229.000000 Penalty: 4665.534180
	Iteration 16Q: 3 clusters Score -1328229 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1328439.250000 Penalty: 4665.534180
	Iteration 17Q: 3 clusters Score -1328439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1328622.500000 Penalty: 4665.534180
	Iteration 18Q: 3 clusters Score -1328622 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1328775.750000 Penalty: 4665.534180
	Iteration 19Q: 3 clusters Score -1328776 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1328895.375000 Penalty: 4665.534180
	Iteration 20F: 3 clusters Score -1328895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1328968.750000 Penalty: 4665.534180
	Iteration 21Q: 3 clusters Score -1328969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1329024.625000 Penalty: 4665.534180
	Iteration 22Q: 3 clusters Score -1329025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1329058.625000 Penalty: 4665.534180
	Iteration 23Q: 3 clusters Score -1329059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1329096.125000 Penalty: 4665.534180
	Iteration 24Q: 3 clusters Score -1329096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1329113.875000 Penalty: 4665.534180
	Iteration 25Q: 3 clusters Score -1329114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1329133.375000 Penalty: 4665.534180
	Iteration 26Q: 3 clusters Score -1329133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1329141.625000 Penalty: 4665.534180
	Iteration 27Q: 3 clusters Score -1329142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1329153.500000 Penalty: 4665.534180
	Iteration 28Q: 3 clusters Score -1329154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1329158.875000 Penalty: 4665.534180
	Iteration 29Q: 3 clusters Score -1329159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1329160.500000 Penalty: 4665.534180
	Iteration 30Q: 3 clusters Score -1329160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1329163.125000 Penalty: 4665.534180
	Iteration 31Q: 3 clusters Score -1329163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1329171.125000 Penalty: 4665.534180
	Iteration 32Q: 3 clusters Score -1329171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1329173.000000 Penalty: 4665.534180
	Iteration 33Q: 3 clusters Score -1329173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1329177.000000 Penalty: 4665.534180
	Iteration 34Q: 3 clusters Score -1329177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1329181.750000 Penalty: 4665.534180
	Iteration 35Q: 3 clusters Score -1329182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1329181.000000 Penalty: 4665.534180
	Iteration 36Q: 3 clusters Score -1329181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1329182.125000 Penalty: 4665.534180
	Iteration 37Q: 3 clusters Score -1329182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1329183.625000 Penalty: 4665.534180
	Iteration 38Q: 3 clusters Score -1329184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1329183.250000 Penalty: 4665.534180
	Iteration 39Q: 3 clusters Score -1329183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1329183.250000 Penalty: 4665.534180
	Iteration 40F: 3 clusters Score -1329183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -929147.625000 Penalty: 2235.703613
	Iteration 0F: 2 clusters Score -929147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -922623.062500 Penalty: 4471.407227
	Iteration 0F: 3 clusters Score -922623.1 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -924336.937500 Penalty: 4471.407227
	Iteration 1F: 3 clusters Score -924336.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -924571.250000 Penalty: 4471.407227
	Iteration 2F: 3 clusters Score -924571.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -924746.187500 Penalty: 4471.407227
	Iteration 3Q: 3 clusters Score -924746.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -924879.062500 Penalty: 4471.407227
	Iteration 4Q: 3 clusters Score -924879.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -924983.375000 Penalty: 4471.407227
	Iteration 5Q: 3 clusters Score -924983.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -925071.500000 Penalty: 4471.407227
	Iteration 6Q: 3 clusters Score -925071.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -925133.250000 Penalty: 4471.407227
	Iteration 7Q: 3 clusters Score -925133.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -925193.750000 Penalty: 4471.407227
	Iteration 8Q: 3 clusters Score -925193.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -925259.562500 Penalty: 4471.407227
	Iteration 9Q: 3 clusters Score -925259.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -925325.750000 Penalty: 4471.407227
	Iteration 10Q: 3 clusters Score -925325.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -925400.250000 Penalty: 4471.407227
	Iteration 11Q: 3 clusters Score -925400.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -925483.500000 Penalty: 4471.407227
	Iteration 12Q: 3 clusters Score -925483.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -925567.062500 Penalty: 4471.407227
	Iteration 13Q: 3 clusters Score -925567.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -925665.250000 Penalty: 4471.407227
	Iteration 14Q: 3 clusters Score -925665.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -925780.187500 Penalty: 4471.407227
	Iteration 15Q: 3 clusters Score -925780.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -925919.250000 Penalty: 4471.407227
	Iteration 16Q: 3 clusters Score -925919.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -926063.937500 Penalty: 4471.407227
	Iteration 17Q: 3 clusters Score -926063.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -926231.562500 Penalty: 4471.407227
	Iteration 18Q: 3 clusters Score -926231.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -926412.437500 Penalty: 4471.407227
	Iteration 19Q: 3 clusters Score -926412.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -926587.312500 Penalty: 4471.407227
	Iteration 20F: 3 clusters Score -926587.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -926716.437500 Penalty: 4471.407227
	Iteration 21Q: 3 clusters Score -926716.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -926835.250000 Penalty: 4471.407227
	Iteration 22Q: 3 clusters Score -926835.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -926933.375000 Penalty: 4471.407227
	Iteration 23Q: 3 clusters Score -926933.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -927010.875000 Penalty: 4471.407227
	Iteration 24Q: 3 clusters Score -927010.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -927065.687500 Penalty: 4471.407227
	Iteration 25Q: 3 clusters Score -927065.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -927109.500000 Penalty: 4471.407227
	Iteration 26Q: 3 clusters Score -927109.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -927142.312500 Penalty: 4471.407227
	Iteration 27Q: 3 clusters Score -927142.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -927176.000000 Penalty: 4471.407227
	Iteration 28Q: 3 clusters Score -927176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -927206.125000 Penalty: 4471.407227
	Iteration 29Q: 3 clusters Score -927206.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -927218.500000 Penalty: 4471.407227
	Iteration 30Q: 3 clusters Score -927218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -927229.312500 Penalty: 4471.407227
	Iteration 31Q: 3 clusters Score -927229.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -927237.375000 Penalty: 4471.407227
	Iteration 32Q: 3 clusters Score -927237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -927242.437500 Penalty: 4471.407227
	Iteration 33Q: 3 clusters Score -927242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -927244.500000 Penalty: 4471.407227
	Iteration 34Q: 3 clusters Score -927244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -927245.812500 Penalty: 4471.407227
	Iteration 35Q: 3 clusters Score -927245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -927247.875000 Penalty: 4471.407227
	Iteration 36Q: 3 clusters Score -927247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -927250.125000 Penalty: 4471.407227
	Iteration 37Q: 3 clusters Score -927250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -927250.437500 Penalty: 4471.407227
	Iteration 38Q: 3 clusters Score -927250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -927251.187500 Penalty: 4471.407227
	Iteration 39Q: 3 clusters Score -927251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -927253.875000 Penalty: 4471.407227
	Iteration 40F: 3 clusters Score -927253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -927257.625000 Penalty: 4471.407227
	Iteration 41Q: 3 clusters Score -927257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -927257.625000 Penalty: 4471.407227
	Iteration 42F: 3 clusters Score -927257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Entering Unmasked Estep 
Score: -6915126.500000 Penalty: 2720.983887
	Iteration 0F: 2 clusters Score -6915126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6875898.500000 Penalty: 5441.967773
	Iteration 0F: 3 clusters Score -6875898 nChanged 27100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -6891147.000000 Penalty: 5441.967773
	Iteration 1F: 3 clusters Score -6891147 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -6891834.500000 Penalty: 5441.967773
	Iteration 2Q: 3 clusters Score -6891834 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -6892530.500000 Penalty: 5441.967773
	Iteration 3Q: 3 clusters Score -6892530 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6893339.500000 Penalty: 5441.967773
	Iteration 4Q: 3 clusters Score -6893340 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -6894387.000000 Penalty: 5441.967773
	Iteration 5Q: 3 clusters Score -6894387 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -6895784.500000 Penalty: 5441.967773
	Iteration 6Q: 3 clusters Score -6895784 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6897881.000000 Penalty: 5441.967773
	Iteration 7F: 3 clusters Score -6897881 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -6900679.000000 Penalty: 5441.967773
	Iteration 8F: 3 clusters Score -6900679 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -6903903.500000 Penalty: 5441.967773
	Iteration 9F: 3 clusters Score -6903904 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -6906857.000000 Penalty: 5441.967773
	Iteration 10F: 3 clusters Score -6906857 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -6909070.000000 Penalty: 5441.967773
	Iteration 11Q: 3 clusters Score -6909070 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -6910602.500000 Penalty: 5441.967773
	Iteration 12Q: 3 clusters Score -6910602 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6911457.000000 Penalty: 5441.967773
	Iteration 13Q: 3 clusters Score -6911457 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6911934.500000 Penalty: 5441.967773
	Iteration 14Q: 3 clusters Score -6911934 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -6912198.500000 Penalty: 5441.967773
	Iteration 15Q: 3 clusters Score -6912198 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -6912418.000000 Penalty: 5441.967773
	Iteration 16Q: 3 clusters Score -6912418 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6912587.500000 Penalty: 5441.967773
	Iteration 17Q: 3 clusters Score -6912588 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6912711.000000 Penalty: 5441.967773
	Iteration 18Q: 3 clusters Score -6912711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6912797.000000 Penalty: 5441.967773
	Iteration 19Q: 3 clusters Score -6912797 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6912870.500000 Penalty: 5441.967773
	Iteration 20F: 3 clusters Score -6912870 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6912917.500000 Penalty: 5441.967773
	Iteration 21Q: 3 clusters Score -6912918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6912975.500000 Penalty: 5441.967773
	Iteration 22Q: 3 clusters Score -6912976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6912996.000000 Penalty: 5441.967773
	Iteration 23Q: 3 clusters Score -6912996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6913039.000000 Penalty: 5441.967773
	Iteration 24Q: 3 clusters Score -6913039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6913056.500000 Penalty: 5441.967773
	Iteration 25Q: 3 clusters Score -6913056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6913061.500000 Penalty: 5441.967773
	Iteration 26Q: 3 clusters Score -6913062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6913095.500000 Penalty: 5441.967773
	Iteration 27Q: 3 clusters Score -6913096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6913104.000000 Penalty: 5441.967773
	Iteration 28Q: 3 clusters Score -6913104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6913127.500000 Penalty: 5441.967773
	Iteration 29Q: 3 clusters Score -6913128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6913136.000000 Penalty: 5441.967773
	Iteration 30Q: 3 clusters Score -6913136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6913140.500000 Penalty: 5441.967773
	Iteration 31Q: 3 clusters Score -6913140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6913133.000000 Penalty: 5441.967773
	Iteration 32Q: 3 clusters Score -6913133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6913135.000000 Penalty: 5441.967773
	Iteration 33Q: 3 clusters Score -6913135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6913142.000000 Penalty: 5441.967773
	Iteration 34Q: 3 clusters Score -6913142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6913141.500000 Penalty: 5441.967773
	Iteration 35Q: 3 clusters Score -6913142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6913151.500000 Penalty: 5441.967773
	Iteration 36Q: 3 clusters Score -6913152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6913155.000000 Penalty: 5441.967773
	Iteration 37Q: 3 clusters Score -6913155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6913161.500000 Penalty: 5441.967773
	Iteration 38Q: 3 clusters Score -6913162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6913157.500000 Penalty: 5441.967773
	Iteration 39Q: 3 clusters Score -6913158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6913157.500000 Penalty: 5441.967773
	Iteration 40F: 3 clusters Score -6913158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6913158.000000 Penalty: 5441.967773
	Iteration 41Q: 3 clusters Score -6913158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6913158.500000 Penalty: 5441.967773
	Iteration 42Q: 3 clusters Score -6913158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6913160.000000 Penalty: 5441.967773
	Iteration 43Q: 3 clusters Score -6913160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6913162.000000 Penalty: 5441.967773
	Iteration 44Q: 3 clusters Score -6913162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6913169.500000 Penalty: 5441.967773
	Iteration 45Q: 3 clusters Score -6913170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6913172.000000 Penalty: 5441.967773
	Iteration 46Q: 3 clusters Score -6913172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6913172.000000 Penalty: 5441.967773
	Iteration 47F: 3 clusters Score -6913172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -960902.000000 Penalty: 2240.067139
	Iteration 0F: 2 clusters Score -960902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -954285.062500 Penalty: 4480.134277
	Iteration 0F: 3 clusters Score -954285.1 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -956117.375000 Penalty: 4480.134277
	Iteration 1F: 3 clusters Score -956117.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -956408.000000 Penalty: 4480.134277
	Iteration 2F: 3 clusters Score -956408 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -956601.062500 Penalty: 4480.134277
	Iteration 3Q: 3 clusters Score -956601.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -956754.125000 Penalty: 4480.134277
	Iteration 4Q: 3 clusters Score -956754.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -956891.125000 Penalty: 4480.134277
	Iteration 5Q: 3 clusters Score -956891.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -957026.937500 Penalty: 4480.134277
	Iteration 6Q: 3 clusters Score -957026.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -957168.187500 Penalty: 4480.134277
	Iteration 7Q: 3 clusters Score -957168.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -957341.500000 Penalty: 4480.134277
	Iteration 8Q: 3 clusters Score -957341.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -957521.062500 Penalty: 4480.134277
	Iteration 9Q: 3 clusters Score -957521.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -957670.125000 Penalty: 4480.134277
	Iteration 10Q: 3 clusters Score -957670.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -957802.500000 Penalty: 4480.134277
	Iteration 11Q: 3 clusters Score -957802.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -957931.625000 Penalty: 4480.134277
	Iteration 12Q: 3 clusters Score -957931.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -958054.687500 Penalty: 4480.134277
	Iteration 13Q: 3 clusters Score -958054.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -958179.687500 Penalty: 4480.134277
	Iteration 14Q: 3 clusters Score -958179.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -958289.062500 Penalty: 4480.134277
	Iteration 15Q: 3 clusters Score -958289.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -958386.437500 Penalty: 4480.134277
	Iteration 16Q: 3 clusters Score -958386.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -958467.437500 Penalty: 4480.134277
	Iteration 17Q: 3 clusters Score -958467.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -958546.687500 Penalty: 4480.134277
	Iteration 18Q: 3 clusters Score -958546.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -958608.250000 Penalty: 4480.134277
	Iteration 19Q: 3 clusters Score -958608.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -958652.062500 Penalty: 4480.134277
	Iteration 20F: 3 clusters Score -958652.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -958684.625000 Penalty: 4480.134277
	Iteration 21Q: 3 clusters Score -958684.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -958717.250000 Penalty: 4480.134277
	Iteration 22Q: 3 clusters Score -958717.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -958746.125000 Penalty: 4480.134277
	Iteration 23Q: 3 clusters Score -958746.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -958766.750000 Penalty: 4480.134277
	Iteration 24Q: 3 clusters Score -958766.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -958789.750000 Penalty: 4480.134277
	Iteration 25Q: 3 clusters Score -958789.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -958814.687500 Penalty: 4480.134277
	Iteration 26Q: 3 clusters Score -958814.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -958845.875000 Penalty: 4480.134277
	Iteration 27Q: 3 clusters Score -958845.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -958871.750000 Penalty: 4480.134277
	Iteration 28Q: 3 clusters Score -958871.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -958886.812500 Penalty: 4480.134277
	Iteration 29Q: 3 clusters Score -958886.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -958904.812500 Penalty: 4480.134277
	Iteration 30Q: 3 clusters Score -958904.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -958917.562500 Penalty: 4480.134277
	Iteration 31Q: 3 clusters Score -958917.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -958926.375000 Penalty: 4480.134277
	Iteration 32Q: 3 clusters Score -958926.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -958935.812500 Penalty: 4480.134277
	Iteration 33Q: 3 clusters Score -958935.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -958940.937500 Penalty: 4480.134277
	Iteration 34Q: 3 clusters Score -958940.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -958943.500000 Penalty: 4480.134277
	Iteration 35Q: 3 clusters Score -958943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -958945.375000 Penalty: 4480.134277
	Iteration 36Q: 3 clusters Score -958945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -958949.125000 Penalty: 4480.134277
	Iteration 37Q: 3 clusters Score -958949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -958953.687500 Penalty: 4480.134277
	Iteration 38Q: 3 clusters Score -958953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -958954.312500 Penalty: 4480.134277
	Iteration 39Q: 3 clusters Score -958954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -958954.812500 Penalty: 4480.134277
	Iteration 40F: 3 clusters Score -958954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -958959.625000 Penalty: 4480.134277
	Iteration 41Q: 3 clusters Score -958959.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -958961.250000 Penalty: 4480.134277
	Iteration 42Q: 3 clusters Score -958961.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -958967.375000 Penalty: 4480.134277
	Iteration 43Q: 3 clusters Score -958967.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -958974.562500 Penalty: 4480.134277
	Iteration 44Q: 3 clusters Score -958974.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -958977.500000 Penalty: 4480.134277
	Iteration 45Q: 3 clusters Score -958977.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -958980.437500 Penalty: 4480.134277
	Iteration 46Q: 3 clusters Score -958980.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -958982.500000 Penalty: 4480.134277
	Iteration 47Q: 3 clusters Score -958982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -958984.500000 Penalty: 4480.134277
	Iteration 48Q: 3 clusters Score -958984.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -958986.562500 Penalty: 4480.134277
	Iteration 49Q: 3 clusters Score -958986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -958989.937500 Penalty: 4480.134277
	Iteration 50Q: 3 clusters Score -958989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -958993.937500 Penalty: 4480.134277
	Iteration 51Q: 3 clusters Score -958993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -958996.750000 Penalty: 4480.134277
	Iteration 52Q: 3 clusters Score -958996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -958998.937500 Penalty: 4480.134277
	Iteration 53Q: 3 clusters Score -958998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -959001.000000 Penalty: 4480.134277
	Iteration 54Q: 3 clusters Score -959001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -959002.687500 Penalty: 4480.134277
	Iteration 55Q: 3 clusters Score -959002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -959004.312500 Penalty: 4480.134277
	Iteration 56Q: 3 clusters Score -959004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -959006.875000 Penalty: 4480.134277
	Iteration 57Q: 3 clusters Score -959006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -959006.937500 Penalty: 4480.134277
	Iteration 58Q: 3 clusters Score -959006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -959010.250000 Penalty: 4480.134277
	Iteration 59Q: 3 clusters Score -959010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -959014.562500 Penalty: 4480.134277
	Iteration 60F: 3 clusters Score -959014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -959015.062500 Penalty: 4480.134277
	Iteration 61Q: 3 clusters Score -959015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -959017.625000 Penalty: 4480.134277
	Iteration 62Q: 3 clusters Score -959017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -959022.187500 Penalty: 4480.134277
	Iteration 63Q: 3 clusters Score -959022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -959022.625000 Penalty: 4480.134277
	Iteration 64Q: 3 clusters Score -959022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -959026.687500 Penalty: 4480.134277
	Iteration 65Q: 3 clusters Score -959026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -959028.875000 Penalty: 4480.134277
	Iteration 66Q: 3 clusters Score -959028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -959031.437500 Penalty: 4480.134277
	Iteration 67Q: 3 clusters Score -959031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -959032.750000 Penalty: 4480.134277
	Iteration 68Q: 3 clusters Score -959032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -959034.250000 Penalty: 4480.134277
	Iteration 69Q: 3 clusters Score -959034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -959035.812500 Penalty: 4480.134277
	Iteration 70Q: 3 clusters Score -959035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -959035.500000 Penalty: 4480.134277
	Iteration 71Q: 3 clusters Score -959035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -959034.250000 Penalty: 4480.134277
	Iteration 72Q: 3 clusters Score -959034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -959035.625000 Penalty: 4480.134277
	Iteration 73Q: 3 clusters Score -959035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -959038.000000 Penalty: 4480.134277
	Iteration 74Q: 3 clusters Score -959038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -959038.812500 Penalty: 4480.134277
	Iteration 75Q: 3 clusters Score -959038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -959039.062500 Penalty: 4480.134277
	Iteration 76Q: 3 clusters Score -959039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -959039.875000 Penalty: 4480.134277
	Iteration 77Q: 3 clusters Score -959039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -959040.625000 Penalty: 4480.134277
	Iteration 78Q: 3 clusters Score -959040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -959042.000000 Penalty: 4480.134277
	Iteration 79Q: 3 clusters Score -959042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -959041.000000 Penalty: 4480.134277
	Iteration 80F: 3 clusters Score -959041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -959044.875000 Penalty: 4480.134277
	Iteration 81Q: 3 clusters Score -959044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -959045.250000 Penalty: 4480.134277
	Iteration 82Q: 3 clusters Score -959045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -959045.750000 Penalty: 4480.134277
	Iteration 83Q: 3 clusters Score -959045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -959046.937500 Penalty: 4480.134277
	Iteration 84Q: 3 clusters Score -959046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -959046.937500 Penalty: 4480.134277
	Iteration 85F: 3 clusters Score -959046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Entering Unmasked Estep 
Score: -6078016.500000 Penalty: 2688.832764
	Iteration 0F: 2 clusters Score -6078016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -6043502.500000 Penalty: 5377.665527
	Iteration 0F: 3 clusters Score -6043502 nChanged 23724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6056975.000000 Penalty: 5377.665527
	Iteration 1F: 3 clusters Score -6056975 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6058126.500000 Penalty: 5377.665527
	Iteration 2Q: 3 clusters Score -6058126 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -6059798.500000 Penalty: 5377.665527
	Iteration 3F: 3 clusters Score -6059798 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6062387.000000 Penalty: 5377.665527
	Iteration 4F: 3 clusters Score -6062387 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6065641.000000 Penalty: 5377.665527
	Iteration 5F: 3 clusters Score -6065641 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6068880.500000 Penalty: 5377.665527
	Iteration 6F: 3 clusters Score -6068880 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -6071209.000000 Penalty: 5377.665527
	Iteration 7F: 3 clusters Score -6071209 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -6072293.000000 Penalty: 5377.665527
	Iteration 8Q: 3 clusters Score -6072293 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -6072721.000000 Penalty: 5377.665527
	Iteration 9Q: 3 clusters Score -6072721 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6073042.000000 Penalty: 5377.665527
	Iteration 10Q: 3 clusters Score -6073042 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -6073243.000000 Penalty: 5377.665527
	Iteration 11Q: 3 clusters Score -6073243 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6073376.500000 Penalty: 5377.665527
	Iteration 12Q: 3 clusters Score -6073376 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -6073497.000000 Penalty: 5377.665527
	Iteration 13Q: 3 clusters Score -6073497 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -6073580.000000 Penalty: 5377.665527
	Iteration 14Q: 3 clusters Score -6073580 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -6073683.000000 Penalty: 5377.665527
	Iteration 15Q: 3 clusters Score -6073683 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -6073818.500000 Penalty: 5377.665527
	Iteration 16Q: 3 clusters Score -6073818 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -6073919.500000 Penalty: 5377.665527
	Iteration 17Q: 3 clusters Score -6073920 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -6074028.500000 Penalty: 5377.665527
	Iteration 18Q: 3 clusters Score -6074028 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6074137.500000 Penalty: 5377.665527
	Iteration 19Q: 3 clusters Score -6074138 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6074231.500000 Penalty: 5377.665527
	Iteration 20F: 3 clusters Score -6074232 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -6074310.500000 Penalty: 5377.665527
	Iteration 21Q: 3 clusters Score -6074310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -6074415.000000 Penalty: 5377.665527
	Iteration 22Q: 3 clusters Score -6074415 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -6074443.000000 Penalty: 5377.665527
	Iteration 23Q: 3 clusters Score -6074443 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -6074523.000000 Penalty: 5377.665527
	Iteration 24Q: 3 clusters Score -6074523 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -6074564.000000 Penalty: 5377.665527
	Iteration 25Q: 3 clusters Score -6074564 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6074670.500000 Penalty: 5377.665527
	Iteration 26Q: 3 clusters Score -6074670 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -6074754.000000 Penalty: 5377.665527
	Iteration 27Q: 3 clusters Score -6074754 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -6074870.500000 Penalty: 5377.665527
	Iteration 28Q: 3 clusters Score -6074870 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -6074959.000000 Penalty: 5377.665527
	Iteration 29Q: 3 clusters Score -6074959 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -6075043.000000 Penalty: 5377.665527
	Iteration 30Q: 3 clusters Score -6075043 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -6075104.500000 Penalty: 5377.665527
	Iteration 31Q: 3 clusters Score -6075104 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6075198.000000 Penalty: 5377.665527
	Iteration 32Q: 3 clusters Score -6075198 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -6075243.500000 Penalty: 5377.665527
	Iteration 33Q: 3 clusters Score -6075244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -6075308.500000 Penalty: 5377.665527
	Iteration 34Q: 3 clusters Score -6075308 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -6075358.000000 Penalty: 5377.665527
	Iteration 35Q: 3 clusters Score -6075358 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -6075419.000000 Penalty: 5377.665527
	Iteration 36Q: 3 clusters Score -6075419 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6075463.000000 Penalty: 5377.665527
	Iteration 37Q: 3 clusters Score -6075463 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -6075501.500000 Penalty: 5377.665527
	Iteration 38Q: 3 clusters Score -6075502 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6075559.000000 Penalty: 5377.665527
	Iteration 39Q: 3 clusters Score -6075559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -6075606.500000 Penalty: 5377.665527
	Iteration 40F: 3 clusters Score -6075606 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -6075647.500000 Penalty: 5377.665527
	Iteration 41Q: 3 clusters Score -6075648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -6075678.500000 Penalty: 5377.665527
	Iteration 42Q: 3 clusters Score -6075678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6075727.000000 Penalty: 5377.665527
	Iteration 43Q: 3 clusters Score -6075727 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6075746.500000 Penalty: 5377.665527
	Iteration 44Q: 3 clusters Score -6075746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -6075778.500000 Penalty: 5377.665527
	Iteration 45Q: 3 clusters Score -6075778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -6075805.000000 Penalty: 5377.665527
	Iteration 46Q: 3 clusters Score -6075805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -6075847.500000 Penalty: 5377.665527
	Iteration 47Q: 3 clusters Score -6075848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -6075850.000000 Penalty: 5377.665527
	Iteration 48Q: 3 clusters Score -6075850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6075877.000000 Penalty: 5377.665527
	Iteration 49Q: 3 clusters Score -6075877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -6075903.500000 Penalty: 5377.665527
	Iteration 50Q: 3 clusters Score -6075904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -6075902.000000 Penalty: 5377.665527
	Iteration 51Q: 3 clusters Score -6075902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -6075910.500000 Penalty: 5377.665527
	Iteration 52Q: 3 clusters Score -6075910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -6075907.000000 Penalty: 5377.665527
	Iteration 53Q: 3 clusters Score -6075907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6075925.000000 Penalty: 5377.665527
	Iteration 54Q: 3 clusters Score -6075925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6075949.000000 Penalty: 5377.665527
	Iteration 55Q: 3 clusters Score -6075949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -6075954.500000 Penalty: 5377.665527
	Iteration 56Q: 3 clusters Score -6075954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -6075964.000000 Penalty: 5377.665527
	Iteration 57Q: 3 clusters Score -6075964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -6075986.500000 Penalty: 5377.665527
	Iteration 58Q: 3 clusters Score -6075986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -6075993.000000 Penalty: 5377.665527
	Iteration 59Q: 3 clusters Score -6075993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6076005.500000 Penalty: 5377.665527
	Iteration 60F: 3 clusters Score -6076006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -6076025.000000 Penalty: 5377.665527
	Iteration 61Q: 3 clusters Score -6076025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -6076015.500000 Penalty: 5377.665527
	Iteration 62Q: 3 clusters Score -6076016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -6076026.000000 Penalty: 5377.665527
	Iteration 63Q: 3 clusters Score -6076026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -6076032.500000 Penalty: 5377.665527
	Iteration 64Q: 3 clusters Score -6076032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -6076019.000000 Penalty: 5377.665527
	Iteration 65Q: 3 clusters Score -6076019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6076017.500000 Penalty: 5377.665527
	Iteration 66Q: 3 clusters Score -6076018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6076018.500000 Penalty: 5377.665527
	Iteration 67Q: 3 clusters Score -6076018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -6076033.000000 Penalty: 5377.665527
	Iteration 68Q: 3 clusters Score -6076033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -6076043.500000 Penalty: 5377.665527
	Iteration 69Q: 3 clusters Score -6076044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -6076049.000000 Penalty: 5377.665527
	Iteration 70Q: 3 clusters Score -6076049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6076044.000000 Penalty: 5377.665527
	Iteration 71Q: 3 clusters Score -6076044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -6076062.000000 Penalty: 5377.665527
	Iteration 72Q: 3 clusters Score -6076062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -6076071.000000 Penalty: 5377.665527
	Iteration 73Q: 3 clusters Score -6076071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6076073.000000 Penalty: 5377.665527
	Iteration 74Q: 3 clusters Score -6076073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -6076080.500000 Penalty: 5377.665527
	Iteration 75Q: 3 clusters Score -6076080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -6076086.000000 Penalty: 5377.665527
	Iteration 76Q: 3 clusters Score -6076086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -6076084.000000 Penalty: 5377.665527
	Iteration 77Q: 3 clusters Score -6076084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -6076085.000000 Penalty: 5377.665527
	Iteration 78Q: 3 clusters Score -6076085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -6076084.500000 Penalty: 5377.665527
	Iteration 79Q: 3 clusters Score -6076084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6076088.000000 Penalty: 5377.665527
	Iteration 80F: 3 clusters Score -6076088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -6076094.000000 Penalty: 5377.665527
	Iteration 81Q: 3 clusters Score -6076094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6076098.000000 Penalty: 5377.665527
	Iteration 82Q: 3 clusters Score -6076098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -6076093.000000 Penalty: 5377.665527
	Iteration 83Q: 3 clusters Score -6076093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -6076106.500000 Penalty: 5377.665527
	Iteration 84Q: 3 clusters Score -6076106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -6076099.500000 Penalty: 5377.665527
	Iteration 85Q: 3 clusters Score -6076100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -6076090.500000 Penalty: 5377.665527
	Iteration 86Q: 3 clusters Score -6076090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -6076096.500000 Penalty: 5377.665527
	Iteration 87Q: 3 clusters Score -6076096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -6076099.000000 Penalty: 5377.665527
	Iteration 88Q: 3 clusters Score -6076099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6076095.000000 Penalty: 5377.665527
	Iteration 89Q: 3 clusters Score -6076095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -6076101.500000 Penalty: 5377.665527
	Iteration 90Q: 3 clusters Score -6076102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -6076097.000000 Penalty: 5377.665527
	Iteration 91Q: 3 clusters Score -6076097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -6076095.000000 Penalty: 5377.665527
	Iteration 92Q: 3 clusters Score -6076095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -6076098.000000 Penalty: 5377.665527
	Iteration 93Q: 3 clusters Score -6076098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6076106.500000 Penalty: 5377.665527
	Iteration 94Q: 3 clusters Score -6076106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -6076107.000000 Penalty: 5377.665527
	Iteration 95Q: 3 clusters Score -6076107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6076111.000000 Penalty: 5377.665527
	Iteration 96Q: 3 clusters Score -6076111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -6076113.500000 Penalty: 5377.665527
	Iteration 97Q: 3 clusters Score -6076114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6076125.000000 Penalty: 5377.665527
	Iteration 98Q: 3 clusters Score -6076125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -6076126.500000 Penalty: 5377.665527
	Iteration 99Q: 3 clusters Score -6076126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6076131.000000 Penalty: 5377.665527
	Iteration 100F: 3 clusters Score -6076131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -6076136.500000 Penalty: 5377.665527
	Iteration 101Q: 3 clusters Score -6076136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6076126.500000 Penalty: 5377.665527
	Iteration 102Q: 3 clusters Score -6076126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -6076140.000000 Penalty: 5377.665527
	Iteration 103Q: 3 clusters Score -6076140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6076143.500000 Penalty: 5377.665527
	Iteration 104Q: 3 clusters Score -6076144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6076145.000000 Penalty: 5377.665527
	Iteration 105Q: 3 clusters Score -6076145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -6076154.000000 Penalty: 5377.665527
	Iteration 106Q: 3 clusters Score -6076154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6076154.500000 Penalty: 5377.665527
	Iteration 107Q: 3 clusters Score -6076154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -6076156.500000 Penalty: 5377.665527
	Iteration 108Q: 3 clusters Score -6076156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -6076153.500000 Penalty: 5377.665527
	Iteration 109Q: 3 clusters Score -6076154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -6076161.500000 Penalty: 5377.665527
	Iteration 110Q: 3 clusters Score -6076162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -6076172.000000 Penalty: 5377.665527
	Iteration 111Q: 3 clusters Score -6076172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6076165.500000 Penalty: 5377.665527
	Iteration 112Q: 3 clusters Score -6076166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -6076169.000000 Penalty: 5377.665527
	Iteration 113Q: 3 clusters Score -6076169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -6076176.000000 Penalty: 5377.665527
	Iteration 114Q: 3 clusters Score -6076176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6076182.000000 Penalty: 5377.665527
	Iteration 115Q: 3 clusters Score -6076182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6076176.000000 Penalty: 5377.665527
	Iteration 116Q: 3 clusters Score -6076176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -6076179.000000 Penalty: 5377.665527
	Iteration 117Q: 3 clusters Score -6076179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6076183.000000 Penalty: 5377.665527
	Iteration 118Q: 3 clusters Score -6076183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6076183.000000 Penalty: 5377.665527
	Iteration 119F: 3 clusters Score -6076183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (226493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226493 members 
Entering Unmasked Estep 
Score: -26619480.000000 Penalty: 3057.956299
	Iteration 0F: 2 clusters Score -2.661948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -26472754.000000 Penalty: 6115.912598
	Iteration 0F: 3 clusters Score -2.647275e+07 nChanged 109021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -26537280.000000 Penalty: 6115.912598
	Iteration 1F: 3 clusters Score -2.653728e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -26538812.000000 Penalty: 6115.912598
	Iteration 2Q: 3 clusters Score -2.653881e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -26540804.000000 Penalty: 6115.912598
	Iteration 3Q: 3 clusters Score -2.65408e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -26544586.000000 Penalty: 6115.912598
	Iteration 4Q: 3 clusters Score -2.654459e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133516 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -26551384.000000 Penalty: 6115.912598
	Iteration 5F: 3 clusters Score -2.655138e+07 nChanged 15661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -26562796.000000 Penalty: 6115.912598
	Iteration 6F: 3 clusters Score -2.65628e+07 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -26578502.000000 Penalty: 6115.912598
	Iteration 7F: 3 clusters Score -2.65785e+07 nChanged 16070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -26593632.000000 Penalty: 6115.912598
	Iteration 8F: 3 clusters Score -2.659363e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175364 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -26602126.000000 Penalty: 6115.912598
	Iteration 9F: 3 clusters Score -2.660213e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -26605728.000000 Penalty: 6115.912598
	Iteration 10Q: 3 clusters Score -2.660573e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185888 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -26607858.000000 Penalty: 6115.912598
	Iteration 11Q: 3 clusters Score -2.660786e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -26609486.000000 Penalty: 6115.912598
	Iteration 12Q: 3 clusters Score -2.660949e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194507 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -26610982.000000 Penalty: 6115.912598
	Iteration 13Q: 3 clusters Score -2.661098e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198280 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -26612042.000000 Penalty: 6115.912598
	Iteration 14Q: 3 clusters Score -2.661204e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201790 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -26612864.000000 Penalty: 6115.912598
	Iteration 15Q: 3 clusters Score -2.661286e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204978 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -26613616.000000 Penalty: 6115.912598
	Iteration 16Q: 3 clusters Score -2.661362e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207832 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -26614000.000000 Penalty: 6115.912598
	Iteration 17Q: 3 clusters Score -2.6614e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210414 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -26614666.000000 Penalty: 6115.912598
	Iteration 18Q: 3 clusters Score -2.661467e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212609 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -26615102.000000 Penalty: 6115.912598
	Iteration 19Q: 3 clusters Score -2.66151e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -26615518.000000 Penalty: 6115.912598
	Iteration 20F: 3 clusters Score -2.661552e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216090 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -26615804.000000 Penalty: 6115.912598
	Iteration 21Q: 3 clusters Score -2.66158e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217571 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -26616084.000000 Penalty: 6115.912598
	Iteration 22Q: 3 clusters Score -2.661608e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218775 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -26616328.000000 Penalty: 6115.912598
	Iteration 23Q: 3 clusters Score -2.661633e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219830 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -26616500.000000 Penalty: 6115.912598
	Iteration 24Q: 3 clusters Score -2.66165e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220741 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -26616626.000000 Penalty: 6115.912598
	Iteration 25Q: 3 clusters Score -2.661663e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221492 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -26616796.000000 Penalty: 6115.912598
	Iteration 26Q: 3 clusters Score -2.66168e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222045 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -26616912.000000 Penalty: 6115.912598
	Iteration 27Q: 3 clusters Score -2.661691e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222498 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -26617044.000000 Penalty: 6115.912598
	Iteration 28Q: 3 clusters Score -2.661704e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222848 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -26617006.000000 Penalty: 6115.912598
	Iteration 29Q: 3 clusters Score -2.661701e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223132 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -26617014.000000 Penalty: 6115.912598
	Iteration 30Q: 3 clusters Score -2.661701e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223363 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -26617016.000000 Penalty: 6115.912598
	Iteration 31Q: 3 clusters Score -2.661702e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223540 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -26617066.000000 Penalty: 6115.912598
	Iteration 32Q: 3 clusters Score -2.661707e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223696 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -26617086.000000 Penalty: 6115.912598
	Iteration 33Q: 3 clusters Score -2.661709e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223842 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -26617092.000000 Penalty: 6115.912598
	Iteration 34Q: 3 clusters Score -2.661709e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223946 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -26617076.000000 Penalty: 6115.912598
	Iteration 35Q: 3 clusters Score -2.661708e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224060 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -26617094.000000 Penalty: 6115.912598
	Iteration 36Q: 3 clusters Score -2.661709e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224153 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -26617156.000000 Penalty: 6115.912598
	Iteration 37Q: 3 clusters Score -2.661716e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224221 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -26617130.000000 Penalty: 6115.912598
	Iteration 38Q: 3 clusters Score -2.661713e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224289 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -26617104.000000 Penalty: 6115.912598
	Iteration 39Q: 3 clusters Score -2.66171e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224354 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -26617148.000000 Penalty: 6115.912598
	Iteration 40F: 3 clusters Score -2.661715e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224417 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -26617156.000000 Penalty: 6115.912598
	Iteration 41Q: 3 clusters Score -2.661716e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224471 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26617178.000000 Penalty: 6115.912598
	Iteration 42Q: 3 clusters Score -2.661718e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224513 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -26617152.000000 Penalty: 6115.912598
	Iteration 43Q: 3 clusters Score -2.661715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224550 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -26617158.000000 Penalty: 6115.912598
	Iteration 44Q: 3 clusters Score -2.661716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -26617146.000000 Penalty: 6115.912598
	Iteration 45Q: 3 clusters Score -2.661715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -26617136.000000 Penalty: 6115.912598
	Iteration 46Q: 3 clusters Score -2.661714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224623 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -26617132.000000 Penalty: 6115.912598
	Iteration 47Q: 3 clusters Score -2.661713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224650 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -26617130.000000 Penalty: 6115.912598
	Iteration 48Q: 3 clusters Score -2.661713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224675 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -26617160.000000 Penalty: 6115.912598
	Iteration 49Q: 3 clusters Score -2.661716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224699 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -26617168.000000 Penalty: 6115.912598
	Iteration 50Q: 3 clusters Score -2.661717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224718 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -26617144.000000 Penalty: 6115.912598
	Iteration 51Q: 3 clusters Score -2.661714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224743 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -26617152.000000 Penalty: 6115.912598
	Iteration 52Q: 3 clusters Score -2.661715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224760 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -26617148.000000 Penalty: 6115.912598
	Iteration 53Q: 3 clusters Score -2.661715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224769 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -26617158.000000 Penalty: 6115.912598
	Iteration 54Q: 3 clusters Score -2.661716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224774 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -26617162.000000 Penalty: 6115.912598
	Iteration 55Q: 3 clusters Score -2.661716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224778 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -26617144.000000 Penalty: 6115.912598
	Iteration 56Q: 3 clusters Score -2.661714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224782 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26617154.000000 Penalty: 6115.912598
	Iteration 57Q: 3 clusters Score -2.661715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224790 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -26617160.000000 Penalty: 6115.912598
	Iteration 58Q: 3 clusters Score -2.661716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224795 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26617166.000000 Penalty: 6115.912598
	Iteration 59Q: 3 clusters Score -2.661717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224802 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26617148.000000 Penalty: 6115.912598
	Iteration 60F: 3 clusters Score -2.661715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224812 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -26617170.000000 Penalty: 6115.912598
	Iteration 61Q: 3 clusters Score -2.661717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -26617170.000000 Penalty: 6115.912598
	Iteration 62Q: 3 clusters Score -2.661717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224828 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26617152.000000 Penalty: 6115.912598
	Iteration 63Q: 3 clusters Score -2.661715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224834 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -26617160.000000 Penalty: 6115.912598
	Iteration 64Q: 3 clusters Score -2.661716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224842 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -26617134.000000 Penalty: 6115.912598
	Iteration 65Q: 3 clusters Score -2.661713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224848 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -26617152.000000 Penalty: 6115.912598
	Iteration 66Q: 3 clusters Score -2.661715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224851 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -26617142.000000 Penalty: 6115.912598
	Iteration 67Q: 3 clusters Score -2.661714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224851 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -26617142.000000 Penalty: 6115.912598
	Iteration 68F: 3 clusters Score -2.661714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Entering Unmasked Estep 
Score: -2245933.500000 Penalty: 2447.627197
	Iteration 0F: 2 clusters Score -2245934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2232321.250000 Penalty: 4895.254395
	Iteration 0F: 3 clusters Score -2232321 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2236967.000000 Penalty: 4895.254395
	Iteration 1F: 3 clusters Score -2236967 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2237412.250000 Penalty: 4895.254395
	Iteration 2F: 3 clusters Score -2237412 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2237874.250000 Penalty: 4895.254395
	Iteration 3F: 3 clusters Score -2237874 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2238327.000000 Penalty: 4895.254395
	Iteration 4Q: 3 clusters Score -2238327 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2238810.750000 Penalty: 4895.254395
	Iteration 5Q: 3 clusters Score -2238811 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2239333.750000 Penalty: 4895.254395
	Iteration 6Q: 3 clusters Score -2239334 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2239859.250000 Penalty: 4895.254395
	Iteration 7Q: 3 clusters Score -2239859 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2240379.000000 Penalty: 4895.254395
	Iteration 8Q: 3 clusters Score -2240379 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2240911.250000 Penalty: 4895.254395
	Iteration 9Q: 3 clusters Score -2240911 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2241392.000000 Penalty: 4895.254395
	Iteration 10Q: 3 clusters Score -2241392 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2241828.000000 Penalty: 4895.254395
	Iteration 11Q: 3 clusters Score -2241828 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2242165.250000 Penalty: 4895.254395
	Iteration 12Q: 3 clusters Score -2242165 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2242433.000000 Penalty: 4895.254395
	Iteration 13Q: 3 clusters Score -2242433 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2242666.250000 Penalty: 4895.254395
	Iteration 14Q: 3 clusters Score -2242666 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2242903.750000 Penalty: 4895.254395
	Iteration 15Q: 3 clusters Score -2242904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2243146.250000 Penalty: 4895.254395
	Iteration 16Q: 3 clusters Score -2243146 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2243376.750000 Penalty: 4895.254395
	Iteration 17Q: 3 clusters Score -2243377 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2243601.000000 Penalty: 4895.254395
	Iteration 18Q: 3 clusters Score -2243601 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2243803.500000 Penalty: 4895.254395
	Iteration 19Q: 3 clusters Score -2243804 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2243970.000000 Penalty: 4895.254395
	Iteration 20F: 3 clusters Score -2243970 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2244127.250000 Penalty: 4895.254395
	Iteration 21Q: 3 clusters Score -2244127 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2244234.250000 Penalty: 4895.254395
	Iteration 22Q: 3 clusters Score -2244234 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2244323.750000 Penalty: 4895.254395
	Iteration 23Q: 3 clusters Score -2244324 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2244389.250000 Penalty: 4895.254395
	Iteration 24Q: 3 clusters Score -2244389 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2244447.250000 Penalty: 4895.254395
	Iteration 25Q: 3 clusters Score -2244447 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2244498.250000 Penalty: 4895.254395
	Iteration 26Q: 3 clusters Score -2244498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2244547.500000 Penalty: 4895.254395
	Iteration 27Q: 3 clusters Score -2244548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2244585.250000 Penalty: 4895.254395
	Iteration 28Q: 3 clusters Score -2244585 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2244600.000000 Penalty: 4895.254395
	Iteration 29Q: 3 clusters Score -2244600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2244627.250000 Penalty: 4895.254395
	Iteration 30Q: 3 clusters Score -2244627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2244636.500000 Penalty: 4895.254395
	Iteration 31Q: 3 clusters Score -2244636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2244641.250000 Penalty: 4895.254395
	Iteration 32Q: 3 clusters Score -2244641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2244649.500000 Penalty: 4895.254395
	Iteration 33Q: 3 clusters Score -2244650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2244662.000000 Penalty: 4895.254395
	Iteration 34Q: 3 clusters Score -2244662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2244658.250000 Penalty: 4895.254395
	Iteration 35Q: 3 clusters Score -2244658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2244661.750000 Penalty: 4895.254395
	Iteration 36Q: 3 clusters Score -2244662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2244668.000000 Penalty: 4895.254395
	Iteration 37Q: 3 clusters Score -2244668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2244675.000000 Penalty: 4895.254395
	Iteration 38Q: 3 clusters Score -2244675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2244675.500000 Penalty: 4895.254395
	Iteration 39Q: 3 clusters Score -2244676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2244682.500000 Penalty: 4895.254395
	Iteration 40F: 3 clusters Score -2244682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2244690.500000 Penalty: 4895.254395
	Iteration 41Q: 3 clusters Score -2244690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2244688.500000 Penalty: 4895.254395
	Iteration 42Q: 3 clusters Score -2244688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2244688.250000 Penalty: 4895.254395
	Iteration 43Q: 3 clusters Score -2244688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2244691.250000 Penalty: 4895.254395
	Iteration 44Q: 3 clusters Score -2244691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2244688.000000 Penalty: 4895.254395
	Iteration 45Q: 3 clusters Score -2244688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2244689.500000 Penalty: 4895.254395
	Iteration 46Q: 3 clusters Score -2244690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2244689.250000 Penalty: 4895.254395
	Iteration 47Q: 3 clusters Score -2244689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2244691.750000 Penalty: 4895.254395
	Iteration 48Q: 3 clusters Score -2244692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2244695.000000 Penalty: 4895.254395
	Iteration 49Q: 3 clusters Score -2244695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2244696.750000 Penalty: 4895.254395
	Iteration 50Q: 3 clusters Score -2244697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2244695.250000 Penalty: 4895.254395
	Iteration 51Q: 3 clusters Score -2244695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2244695.250000 Penalty: 4895.254395
	Iteration 52F: 3 clusters Score -2244695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -224795.140625 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -224795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222167.312500 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -222167.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222610.062500 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -222610.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222726.093750 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -222726.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222779.015625 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -222779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222816.406250 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -222816.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -222844.312500 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -222844.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222867.296875 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -222867.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222883.531250 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -222883.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -222898.187500 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -222898.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -222908.640625 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -222908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -222914.468750 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -222914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222915.515625 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -222915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222916.406250 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -222916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -222917.687500 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -222917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -222917.687500 Penalty: 3759.520752
	Iteration 14F: 3 clusters Score -222917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (340105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340105 members 
Entering Unmasked Estep 
Score: -39699004.000000 Penalty: 3158.778564
	Iteration 0F: 2 clusters Score -3.9699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170690 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -39491212.000000 Penalty: 6317.557129
	Iteration 0F: 3 clusters Score -3.949121e+07 nChanged 165034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -39590264.000000 Penalty: 6317.557129
	Iteration 1F: 3 clusters Score -3.959026e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190167 members 
Mstep: Class 2 contains 149938 members 
Entering Unmasked Estep 
Score: -39593152.000000 Penalty: 6317.557129
	Iteration 2Q: 3 clusters Score -3.959315e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Mstep: Class 2 contains 138404 members 
Entering Unmasked Estep 
Score: -39598156.000000 Penalty: 6317.557129
	Iteration 3Q: 3 clusters Score -3.959816e+07 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218960 members 
Mstep: Class 2 contains 121145 members 
Entering Unmasked Estep 
Score: -39608600.000000 Penalty: 6317.557129
	Iteration 4F: 3 clusters Score -3.96086e+07 nChanged 23841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242613 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -39626568.000000 Penalty: 6317.557129
	Iteration 5F: 3 clusters Score -3.962657e+07 nChanged 28217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270778 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -39651392.000000 Penalty: 6317.557129
	Iteration 6F: 3 clusters Score -3.965139e+07 nChanged 27626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298394 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -39676768.000000 Penalty: 6317.557129
	Iteration 7F: 3 clusters Score -3.967677e+07 nChanged 20956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319350 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -39691696.000000 Penalty: 6317.557129
	Iteration 8F: 3 clusters Score -3.96917e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330796 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -39694568.000000 Penalty: 6317.557129
	Iteration 9Q: 3 clusters Score -3.969457e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335922 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -39695632.000000 Penalty: 6317.557129
	Iteration 10Q: 3 clusters Score -3.969563e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338011 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -39696056.000000 Penalty: 6317.557129
	Iteration 11Q: 3 clusters Score -3.969606e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -39696300.000000 Penalty: 6317.557129
	Iteration 12Q: 3 clusters Score -3.96963e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339125 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -39696424.000000 Penalty: 6317.557129
	Iteration 13Q: 3 clusters Score -3.969642e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339267 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -39696436.000000 Penalty: 6317.557129
	Iteration 14Q: 3 clusters Score -3.969644e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339344 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -39696484.000000 Penalty: 6317.557129
	Iteration 15Q: 3 clusters Score -3.969648e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339400 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -39696512.000000 Penalty: 6317.557129
	Iteration 16Q: 3 clusters Score -3.969651e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -39696508.000000 Penalty: 6317.557129
	Iteration 17Q: 3 clusters Score -3.969651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -39696520.000000 Penalty: 6317.557129
	Iteration 18Q: 3 clusters Score -3.969652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339459 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -39696540.000000 Penalty: 6317.557129
	Iteration 19Q: 3 clusters Score -3.969654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339478 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -39696560.000000 Penalty: 6317.557129
	Iteration 20F: 3 clusters Score -3.969656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339496 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -39696592.000000 Penalty: 6317.557129
	Iteration 21Q: 3 clusters Score -3.969659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339512 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39696576.000000 Penalty: 6317.557129
	Iteration 22Q: 3 clusters Score -3.969658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339522 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39696564.000000 Penalty: 6317.557129
	Iteration 23Q: 3 clusters Score -3.969656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339529 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39696584.000000 Penalty: 6317.557129
	Iteration 24Q: 3 clusters Score -3.969658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339532 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -39696588.000000 Penalty: 6317.557129
	Iteration 25Q: 3 clusters Score -3.969659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339537 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -39696580.000000 Penalty: 6317.557129
	Iteration 26Q: 3 clusters Score -3.969658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -39696580.000000 Penalty: 6317.557129
	Iteration 27Q: 3 clusters Score -3.969658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339543 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -39696592.000000 Penalty: 6317.557129
	Iteration 28Q: 3 clusters Score -3.969659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -39696596.000000 Penalty: 6317.557129
	Iteration 29Q: 3 clusters Score -3.96966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -39696596.000000 Penalty: 6317.557129
	Iteration 30F: 3 clusters Score -3.96966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -280721.000000 Penalty: 1944.592773
	Iteration 0F: 2 clusters Score -280721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -277753.968750 Penalty: 3889.185547
	Iteration 0F: 3 clusters Score -277754 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -278338.625000 Penalty: 3889.185547
	Iteration 1F: 3 clusters Score -278338.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -278533.406250 Penalty: 3889.185547
	Iteration 2F: 3 clusters Score -278533.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278661.906250 Penalty: 3889.185547
	Iteration 3F: 3 clusters Score -278661.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -278755.718750 Penalty: 3889.185547
	Iteration 4Q: 3 clusters Score -278755.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -278812.812500 Penalty: 3889.185547
	Iteration 5Q: 3 clusters Score -278812.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -278850.531250 Penalty: 3889.185547
	Iteration 6Q: 3 clusters Score -278850.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -278882.687500 Penalty: 3889.185547
	Iteration 7Q: 3 clusters Score -278882.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -278918.437500 Penalty: 3889.185547
	Iteration 8Q: 3 clusters Score -278918.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -278959.718750 Penalty: 3889.185547
	Iteration 9Q: 3 clusters Score -278959.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -279000.375000 Penalty: 3889.185547
	Iteration 10Q: 3 clusters Score -279000.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -279041.031250 Penalty: 3889.185547
	Iteration 11Q: 3 clusters Score -279041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -279070.250000 Penalty: 3889.185547
	Iteration 12Q: 3 clusters Score -279070.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -279093.968750 Penalty: 3889.185547
	Iteration 13Q: 3 clusters Score -279094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -279120.531250 Penalty: 3889.185547
	Iteration 14Q: 3 clusters Score -279120.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -279139.062500 Penalty: 3889.185547
	Iteration 15Q: 3 clusters Score -279139.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -279156.656250 Penalty: 3889.185547
	Iteration 16Q: 3 clusters Score -279156.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -279172.656250 Penalty: 3889.185547
	Iteration 17Q: 3 clusters Score -279172.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -279193.468750 Penalty: 3889.185547
	Iteration 18Q: 3 clusters Score -279193.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279210.062500 Penalty: 3889.185547
	Iteration 19Q: 3 clusters Score -279210.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -279224.812500 Penalty: 3889.185547
	Iteration 20F: 3 clusters Score -279224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -279228.500000 Penalty: 3889.185547
	Iteration 21Q: 3 clusters Score -279228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -279231.937500 Penalty: 3889.185547
	Iteration 22Q: 3 clusters Score -279231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -279233.125000 Penalty: 3889.185547
	Iteration 23Q: 3 clusters Score -279233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -279233.125000 Penalty: 3889.185547
	Iteration 24F: 3 clusters Score -279233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Entering Unmasked Estep 
Score: -6004776.000000 Penalty: 2687.943604
	Iteration 0F: 2 clusters Score -6004776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5970444.500000 Penalty: 5375.887207
	Iteration 0F: 3 clusters Score -5970444 nChanged 23560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -5983823.000000 Penalty: 5375.887207
	Iteration 1F: 3 clusters Score -5983823 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5984530.500000 Penalty: 5375.887207
	Iteration 2Q: 3 clusters Score -5984530 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5985318.500000 Penalty: 5375.887207
	Iteration 3Q: 3 clusters Score -5985318 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5986481.000000 Penalty: 5375.887207
	Iteration 4Q: 3 clusters Score -5986481 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5988349.500000 Penalty: 5375.887207
	Iteration 5F: 3 clusters Score -5988350 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5991277.500000 Penalty: 5375.887207
	Iteration 6F: 3 clusters Score -5991278 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5995109.000000 Penalty: 5375.887207
	Iteration 7F: 3 clusters Score -5995109 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5998653.500000 Penalty: 5375.887207
	Iteration 8F: 3 clusters Score -5998654 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6000838.000000 Penalty: 5375.887207
	Iteration 9Q: 3 clusters Score -6000838 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6001998.500000 Penalty: 5375.887207
	Iteration 10Q: 3 clusters Score -6001998 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6002611.000000 Penalty: 5375.887207
	Iteration 11Q: 3 clusters Score -6002611 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6002906.000000 Penalty: 5375.887207
	Iteration 12Q: 3 clusters Score -6002906 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6003103.500000 Penalty: 5375.887207
	Iteration 13Q: 3 clusters Score -6003104 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6003212.500000 Penalty: 5375.887207
	Iteration 14Q: 3 clusters Score -6003212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6003282.000000 Penalty: 5375.887207
	Iteration 15Q: 3 clusters Score -6003282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6003313.500000 Penalty: 5375.887207
	Iteration 16Q: 3 clusters Score -6003314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6003325.500000 Penalty: 5375.887207
	Iteration 17Q: 3 clusters Score -6003326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6003338.500000 Penalty: 5375.887207
	Iteration 18Q: 3 clusters Score -6003338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6003333.000000 Penalty: 5375.887207
	Iteration 19Q: 3 clusters Score -6003333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6003349.500000 Penalty: 5375.887207
	Iteration 20F: 3 clusters Score -6003350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6003353.000000 Penalty: 5375.887207
	Iteration 21Q: 3 clusters Score -6003353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6003356.500000 Penalty: 5375.887207
	Iteration 22Q: 3 clusters Score -6003356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6003370.000000 Penalty: 5375.887207
	Iteration 23Q: 3 clusters Score -6003370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6003365.000000 Penalty: 5375.887207
	Iteration 24Q: 3 clusters Score -6003365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6003364.000000 Penalty: 5375.887207
	Iteration 25Q: 3 clusters Score -6003364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6003372.500000 Penalty: 5375.887207
	Iteration 26Q: 3 clusters Score -6003372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6003370.000000 Penalty: 5375.887207
	Iteration 27Q: 3 clusters Score -6003370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6003373.000000 Penalty: 5375.887207
	Iteration 28Q: 3 clusters Score -6003373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6003377.000000 Penalty: 5375.887207
	Iteration 29Q: 3 clusters Score -6003377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6003379.500000 Penalty: 5375.887207
	Iteration 30Q: 3 clusters Score -6003380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6003377.500000 Penalty: 5375.887207
	Iteration 31Q: 3 clusters Score -6003378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6003383.000000 Penalty: 5375.887207
	Iteration 32Q: 3 clusters Score -6003383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6003383.000000 Penalty: 5375.887207
	Iteration 33F: 3 clusters Score -6003383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Entering Unmasked Estep 
Score: -9658443.000000 Penalty: 2808.729736
	Iteration 0F: 2 clusters Score -9658443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -9603016.000000 Penalty: 5617.459473
	Iteration 0F: 3 clusters Score -9603016 nChanged 38974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -9624978.000000 Penalty: 5617.459473
	Iteration 1F: 3 clusters Score -9624978 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -9625612.000000 Penalty: 5617.459473
	Iteration 2Q: 3 clusters Score -9625612 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -9626310.000000 Penalty: 5617.459473
	Iteration 3Q: 3 clusters Score -9626310 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -9627338.000000 Penalty: 5617.459473
	Iteration 4Q: 3 clusters Score -9627338 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -9628764.000000 Penalty: 5617.459473
	Iteration 5Q: 3 clusters Score -9628764 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -9631024.000000 Penalty: 5617.459473
	Iteration 6F: 3 clusters Score -9631024 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -9634488.000000 Penalty: 5617.459473
	Iteration 7F: 3 clusters Score -9634488 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -9639098.000000 Penalty: 5617.459473
	Iteration 8F: 3 clusters Score -9639098 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -9644207.000000 Penalty: 5617.459473
	Iteration 9F: 3 clusters Score -9644207 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -9648835.000000 Penalty: 5617.459473
	Iteration 10F: 3 clusters Score -9648835 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -9651835.000000 Penalty: 5617.459473
	Iteration 11Q: 3 clusters Score -9651835 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -9653338.000000 Penalty: 5617.459473
	Iteration 12Q: 3 clusters Score -9653338 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9653983.000000 Penalty: 5617.459473
	Iteration 13Q: 3 clusters Score -9653983 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -9654373.000000 Penalty: 5617.459473
	Iteration 14Q: 3 clusters Score -9654373 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -9654635.000000 Penalty: 5617.459473
	Iteration 15Q: 3 clusters Score -9654635 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -9654808.000000 Penalty: 5617.459473
	Iteration 16Q: 3 clusters Score -9654808 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -9655013.000000 Penalty: 5617.459473
	Iteration 17Q: 3 clusters Score -9655013 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -9655090.000000 Penalty: 5617.459473
	Iteration 18Q: 3 clusters Score -9655090 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -9655161.000000 Penalty: 5617.459473
	Iteration 19Q: 3 clusters Score -9655161 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -9655230.000000 Penalty: 5617.459473
	Iteration 20F: 3 clusters Score -9655230 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -9655271.000000 Penalty: 5617.459473
	Iteration 21Q: 3 clusters Score -9655271 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -9655319.000000 Penalty: 5617.459473
	Iteration 22Q: 3 clusters Score -9655319 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -9655379.000000 Penalty: 5617.459473
	Iteration 23Q: 3 clusters Score -9655379 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -9655441.000000 Penalty: 5617.459473
	Iteration 24Q: 3 clusters Score -9655441 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -9655484.000000 Penalty: 5617.459473
	Iteration 25Q: 3 clusters Score -9655484 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -9655522.000000 Penalty: 5617.459473
	Iteration 26Q: 3 clusters Score -9655522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -9655555.000000 Penalty: 5617.459473
	Iteration 27Q: 3 clusters Score -9655555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -9655576.000000 Penalty: 5617.459473
	Iteration 28Q: 3 clusters Score -9655576 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -9655585.000000 Penalty: 5617.459473
	Iteration 29Q: 3 clusters Score -9655585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -9655604.000000 Penalty: 5617.459473
	Iteration 30Q: 3 clusters Score -9655604 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -9655642.000000 Penalty: 5617.459473
	Iteration 31Q: 3 clusters Score -9655642 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -9655669.000000 Penalty: 5617.459473
	Iteration 32Q: 3 clusters Score -9655669 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -9655664.000000 Penalty: 5617.459473
	Iteration 33Q: 3 clusters Score -9655664 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -9655725.000000 Penalty: 5617.459473
	Iteration 34Q: 3 clusters Score -9655725 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -9655736.000000 Penalty: 5617.459473
	Iteration 35Q: 3 clusters Score -9655736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -9655771.000000 Penalty: 5617.459473
	Iteration 36Q: 3 clusters Score -9655771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -9655805.000000 Penalty: 5617.459473
	Iteration 37Q: 3 clusters Score -9655805 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -9655840.000000 Penalty: 5617.459473
	Iteration 38Q: 3 clusters Score -9655840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9655857.000000 Penalty: 5617.459473
	Iteration 39Q: 3 clusters Score -9655857 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -9655870.000000 Penalty: 5617.459473
	Iteration 40F: 3 clusters Score -9655870 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -9655931.000000 Penalty: 5617.459473
	Iteration 41Q: 3 clusters Score -9655931 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -9655945.000000 Penalty: 5617.459473
	Iteration 42Q: 3 clusters Score -9655945 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -9655977.000000 Penalty: 5617.459473
	Iteration 43Q: 3 clusters Score -9655977 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -9655994.000000 Penalty: 5617.459473
	Iteration 44Q: 3 clusters Score -9655994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -9655978.000000 Penalty: 5617.459473
	Iteration 45Q: 3 clusters Score -9655978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -9656019.000000 Penalty: 5617.459473
	Iteration 46Q: 3 clusters Score -9656019 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -9656042.000000 Penalty: 5617.459473
	Iteration 47Q: 3 clusters Score -9656042 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -9656078.000000 Penalty: 5617.459473
	Iteration 48Q: 3 clusters Score -9656078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -9656128.000000 Penalty: 5617.459473
	Iteration 49Q: 3 clusters Score -9656128 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -9656162.000000 Penalty: 5617.459473
	Iteration 50Q: 3 clusters Score -9656162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -9656223.000000 Penalty: 5617.459473
	Iteration 51Q: 3 clusters Score -9656223 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9656252.000000 Penalty: 5617.459473
	Iteration 52Q: 3 clusters Score -9656252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -9656311.000000 Penalty: 5617.459473
	Iteration 53Q: 3 clusters Score -9656311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -9656340.000000 Penalty: 5617.459473
	Iteration 54Q: 3 clusters Score -9656340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -9656349.000000 Penalty: 5617.459473
	Iteration 55Q: 3 clusters Score -9656349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -9656360.000000 Penalty: 5617.459473
	Iteration 56Q: 3 clusters Score -9656360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -9656357.000000 Penalty: 5617.459473
	Iteration 57Q: 3 clusters Score -9656357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -9656388.000000 Penalty: 5617.459473
	Iteration 58Q: 3 clusters Score -9656388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9656389.000000 Penalty: 5617.459473
	Iteration 59Q: 3 clusters Score -9656389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -9656392.000000 Penalty: 5617.459473
	Iteration 60F: 3 clusters Score -9656392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9656404.000000 Penalty: 5617.459473
	Iteration 61Q: 3 clusters Score -9656404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -9656409.000000 Penalty: 5617.459473
	Iteration 62Q: 3 clusters Score -9656409 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -9656399.000000 Penalty: 5617.459473
	Iteration 63Q: 3 clusters Score -9656399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9656439.000000 Penalty: 5617.459473
	Iteration 64Q: 3 clusters Score -9656439 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -9656436.000000 Penalty: 5617.459473
	Iteration 65Q: 3 clusters Score -9656436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9656444.000000 Penalty: 5617.459473
	Iteration 66Q: 3 clusters Score -9656444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9656441.000000 Penalty: 5617.459473
	Iteration 67Q: 3 clusters Score -9656441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9656449.000000 Penalty: 5617.459473
	Iteration 68Q: 3 clusters Score -9656449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9656460.000000 Penalty: 5617.459473
	Iteration 69Q: 3 clusters Score -9656460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9656471.000000 Penalty: 5617.459473
	Iteration 70Q: 3 clusters Score -9656471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -9656500.000000 Penalty: 5617.459473
	Iteration 71Q: 3 clusters Score -9656500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -9656509.000000 Penalty: 5617.459473
	Iteration 72Q: 3 clusters Score -9656509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9656509.000000 Penalty: 5617.459473
	Iteration 73Q: 3 clusters Score -9656509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9656493.000000 Penalty: 5617.459473
	Iteration 74Q: 3 clusters Score -9656493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -9656497.000000 Penalty: 5617.459473
	Iteration 75Q: 3 clusters Score -9656497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9656498.000000 Penalty: 5617.459473
	Iteration 76Q: 3 clusters Score -9656498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9656497.000000 Penalty: 5617.459473
	Iteration 77Q: 3 clusters Score -9656497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9656503.000000 Penalty: 5617.459473
	Iteration 78Q: 3 clusters Score -9656503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9656501.000000 Penalty: 5617.459473
	Iteration 79Q: 3 clusters Score -9656501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9656508.000000 Penalty: 5617.459473
	Iteration 80F: 3 clusters Score -9656508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9656511.000000 Penalty: 5617.459473
	Iteration 81Q: 3 clusters Score -9656511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9656512.000000 Penalty: 5617.459473
	Iteration 82Q: 3 clusters Score -9656512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9656508.000000 Penalty: 5617.459473
	Iteration 83Q: 3 clusters Score -9656508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -9656514.000000 Penalty: 5617.459473
	Iteration 84Q: 3 clusters Score -9656514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9656507.000000 Penalty: 5617.459473
	Iteration 85Q: 3 clusters Score -9656507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9656506.000000 Penalty: 5617.459473
	Iteration 86Q: 3 clusters Score -9656506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -9656515.000000 Penalty: 5617.459473
	Iteration 87Q: 3 clusters Score -9656515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9656517.000000 Penalty: 5617.459473
	Iteration 88Q: 3 clusters Score -9656517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -9656517.000000 Penalty: 5617.459473
	Iteration 89Q: 3 clusters Score -9656517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9656516.000000 Penalty: 5617.459473
	Iteration 90Q: 3 clusters Score -9656516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -9656516.000000 Penalty: 5617.459473
	Iteration 91F: 3 clusters Score -9656516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Entering Unmasked Estep 
Score: -11058133.000000 Penalty: 2837.996094
	Iteration 0F: 2 clusters Score -1.105813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -10995860.000000 Penalty: 5675.992188
	Iteration 0F: 3 clusters Score -1.099586e+07 nChanged 43994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -11020789.000000 Penalty: 5675.992188
	Iteration 1F: 3 clusters Score -1.102079e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -11021776.000000 Penalty: 5675.992188
	Iteration 2Q: 3 clusters Score -1.102178e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -11022913.000000 Penalty: 5675.992188
	Iteration 3Q: 3 clusters Score -1.102291e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -11024286.000000 Penalty: 5675.992188
	Iteration 4Q: 3 clusters Score -1.102429e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -11026365.000000 Penalty: 5675.992188
	Iteration 5Q: 3 clusters Score -1.102636e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -11029326.000000 Penalty: 5675.992188
	Iteration 6F: 3 clusters Score -1.102933e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -11033552.000000 Penalty: 5675.992188
	Iteration 7F: 3 clusters Score -1.103355e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -11038973.000000 Penalty: 5675.992188
	Iteration 8F: 3 clusters Score -1.103897e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -11043669.000000 Penalty: 5675.992188
	Iteration 9F: 3 clusters Score -1.104367e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -11046106.000000 Penalty: 5675.992188
	Iteration 10F: 3 clusters Score -1.104611e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -11047232.000000 Penalty: 5675.992188
	Iteration 11Q: 3 clusters Score -1.104723e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -11047802.000000 Penalty: 5675.992188
	Iteration 12Q: 3 clusters Score -1.10478e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -11048168.000000 Penalty: 5675.992188
	Iteration 13Q: 3 clusters Score -1.104817e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -11048539.000000 Penalty: 5675.992188
	Iteration 14Q: 3 clusters Score -1.104854e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -11048890.000000 Penalty: 5675.992188
	Iteration 15Q: 3 clusters Score -1.104889e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -11049180.000000 Penalty: 5675.992188
	Iteration 16Q: 3 clusters Score -1.104918e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -11049358.000000 Penalty: 5675.992188
	Iteration 17Q: 3 clusters Score -1.104936e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -11049603.000000 Penalty: 5675.992188
	Iteration 18Q: 3 clusters Score -1.10496e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -11049827.000000 Penalty: 5675.992188
	Iteration 19Q: 3 clusters Score -1.104983e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -11050041.000000 Penalty: 5675.992188
	Iteration 20F: 3 clusters Score -1.105004e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -11050263.000000 Penalty: 5675.992188
	Iteration 21Q: 3 clusters Score -1.105026e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -11050468.000000 Penalty: 5675.992188
	Iteration 22Q: 3 clusters Score -1.105047e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -11050667.000000 Penalty: 5675.992188
	Iteration 23Q: 3 clusters Score -1.105067e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -11050871.000000 Penalty: 5675.992188
	Iteration 24Q: 3 clusters Score -1.105087e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -11051077.000000 Penalty: 5675.992188
	Iteration 25Q: 3 clusters Score -1.105108e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -11051312.000000 Penalty: 5675.992188
	Iteration 26Q: 3 clusters Score -1.105131e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -11051503.000000 Penalty: 5675.992188
	Iteration 27Q: 3 clusters Score -1.10515e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -11051694.000000 Penalty: 5675.992188
	Iteration 28Q: 3 clusters Score -1.105169e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -11051912.000000 Penalty: 5675.992188
	Iteration 29Q: 3 clusters Score -1.105191e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -11052128.000000 Penalty: 5675.992188
	Iteration 30Q: 3 clusters Score -1.105213e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -11052310.000000 Penalty: 5675.992188
	Iteration 31Q: 3 clusters Score -1.105231e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -11052543.000000 Penalty: 5675.992188
	Iteration 32Q: 3 clusters Score -1.105254e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -11052762.000000 Penalty: 5675.992188
	Iteration 33Q: 3 clusters Score -1.105276e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -11053011.000000 Penalty: 5675.992188
	Iteration 34Q: 3 clusters Score -1.105301e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -11053289.000000 Penalty: 5675.992188
	Iteration 35Q: 3 clusters Score -1.105329e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -11053455.000000 Penalty: 5675.992188
	Iteration 36Q: 3 clusters Score -1.105346e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -11053637.000000 Penalty: 5675.992188
	Iteration 37Q: 3 clusters Score -1.105364e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -11053845.000000 Penalty: 5675.992188
	Iteration 38Q: 3 clusters Score -1.105384e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -11053980.000000 Penalty: 5675.992188
	Iteration 39Q: 3 clusters Score -1.105398e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -11054160.000000 Penalty: 5675.992188
	Iteration 40F: 3 clusters Score -1.105416e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 84768 members 
Entering Unmasked Estep 
Score: -11054435.000000 Penalty: 5675.992188
	Iteration 41Q: 3 clusters Score -1.105444e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -11054615.000000 Penalty: 5675.992188
	Iteration 42Q: 3 clusters Score -1.105462e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 85926 members 
Entering Unmasked Estep 
Score: -11054809.000000 Penalty: 5675.992188
	Iteration 43Q: 3 clusters Score -1.105481e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -11054976.000000 Penalty: 5675.992188
	Iteration 44Q: 3 clusters Score -1.105498e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -11055116.000000 Penalty: 5675.992188
	Iteration 45Q: 3 clusters Score -1.105512e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -11055297.000000 Penalty: 5675.992188
	Iteration 46Q: 3 clusters Score -1.10553e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -11055415.000000 Penalty: 5675.992188
	Iteration 47Q: 3 clusters Score -1.105542e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -11055495.000000 Penalty: 5675.992188
	Iteration 48Q: 3 clusters Score -1.10555e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11055582.000000 Penalty: 5675.992188
	Iteration 49Q: 3 clusters Score -1.105558e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -11055666.000000 Penalty: 5675.992188
	Iteration 50Q: 3 clusters Score -1.105567e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -11055732.000000 Penalty: 5675.992188
	Iteration 51Q: 3 clusters Score -1.105573e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -11055824.000000 Penalty: 5675.992188
	Iteration 52Q: 3 clusters Score -1.105582e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11055871.000000 Penalty: 5675.992188
	Iteration 53Q: 3 clusters Score -1.105587e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -11055946.000000 Penalty: 5675.992188
	Iteration 54Q: 3 clusters Score -1.105595e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -11056006.000000 Penalty: 5675.992188
	Iteration 55Q: 3 clusters Score -1.105601e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -11056069.000000 Penalty: 5675.992188
	Iteration 56Q: 3 clusters Score -1.105607e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -11056118.000000 Penalty: 5675.992188
	Iteration 57Q: 3 clusters Score -1.105612e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -11056171.000000 Penalty: 5675.992188
	Iteration 58Q: 3 clusters Score -1.105617e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -11056200.000000 Penalty: 5675.992188
	Iteration 59Q: 3 clusters Score -1.10562e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -11056221.000000 Penalty: 5675.992188
	Iteration 60F: 3 clusters Score -1.105622e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11056251.000000 Penalty: 5675.992188
	Iteration 61Q: 3 clusters Score -1.105625e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -11056291.000000 Penalty: 5675.992188
	Iteration 62Q: 3 clusters Score -1.105629e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -11056303.000000 Penalty: 5675.992188
	Iteration 63Q: 3 clusters Score -1.10563e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -11056325.000000 Penalty: 5675.992188
	Iteration 64Q: 3 clusters Score -1.105632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -11056343.000000 Penalty: 5675.992188
	Iteration 65Q: 3 clusters Score -1.105634e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -11056341.000000 Penalty: 5675.992188
	Iteration 66Q: 3 clusters Score -1.105634e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -11056343.000000 Penalty: 5675.992188
	Iteration 67Q: 3 clusters Score -1.105634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -11056347.000000 Penalty: 5675.992188
	Iteration 68Q: 3 clusters Score -1.105635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -11056362.000000 Penalty: 5675.992188
	Iteration 69Q: 3 clusters Score -1.105636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -11056392.000000 Penalty: 5675.992188
	Iteration 70Q: 3 clusters Score -1.105639e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -11056391.000000 Penalty: 5675.992188
	Iteration 71Q: 3 clusters Score -1.105639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -11056389.000000 Penalty: 5675.992188
	Iteration 72Q: 3 clusters Score -1.105639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -11056396.000000 Penalty: 5675.992188
	Iteration 73Q: 3 clusters Score -1.10564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -11056398.000000 Penalty: 5675.992188
	Iteration 74Q: 3 clusters Score -1.10564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -11056406.000000 Penalty: 5675.992188
	Iteration 75Q: 3 clusters Score -1.105641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -11056421.000000 Penalty: 5675.992188
	Iteration 76Q: 3 clusters Score -1.105642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -11056427.000000 Penalty: 5675.992188
	Iteration 77Q: 3 clusters Score -1.105643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -11056423.000000 Penalty: 5675.992188
	Iteration 78Q: 3 clusters Score -1.105642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -11056424.000000 Penalty: 5675.992188
	Iteration 79Q: 3 clusters Score -1.105642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -11056432.000000 Penalty: 5675.992188
	Iteration 80F: 3 clusters Score -1.105643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
Score: -11056426.000000 Penalty: 5675.992188
	Iteration 81Q: 3 clusters Score -1.105643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -11056415.000000 Penalty: 5675.992188
	Iteration 82Q: 3 clusters Score -1.105642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -11056429.000000 Penalty: 5675.992188
	Iteration 83Q: 3 clusters Score -1.105643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -11056437.000000 Penalty: 5675.992188
	Iteration 84Q: 3 clusters Score -1.105644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -11056441.000000 Penalty: 5675.992188
	Iteration 85Q: 3 clusters Score -1.105644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -11056447.000000 Penalty: 5675.992188
	Iteration 86Q: 3 clusters Score -1.105645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -11056443.000000 Penalty: 5675.992188
	Iteration 87Q: 3 clusters Score -1.105644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -11056448.000000 Penalty: 5675.992188
	Iteration 88Q: 3 clusters Score -1.105645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -11056446.000000 Penalty: 5675.992188
	Iteration 89Q: 3 clusters Score -1.105645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -11056449.000000 Penalty: 5675.992188
	Iteration 90Q: 3 clusters Score -1.105645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -11056441.000000 Penalty: 5675.992188
	Iteration 91Q: 3 clusters Score -1.105644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -11056442.000000 Penalty: 5675.992188
	Iteration 92Q: 3 clusters Score -1.105644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -11056443.000000 Penalty: 5675.992188
	Iteration 93Q: 3 clusters Score -1.105644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -11056436.000000 Penalty: 5675.992188
	Iteration 94Q: 3 clusters Score -1.105644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -11056428.000000 Penalty: 5675.992188
	Iteration 95Q: 3 clusters Score -1.105643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -11056437.000000 Penalty: 5675.992188
	Iteration 96Q: 3 clusters Score -1.105644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -11056437.000000 Penalty: 5675.992188
	Iteration 97F: 3 clusters Score -1.105644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (221438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221438 members 
Entering Unmasked Estep 
Score: -26037614.000000 Penalty: 3052.358643
	Iteration 0F: 2 clusters Score -2.603761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 110413 members 
Entering Unmasked Estep 
Score: -25892954.000000 Penalty: 6104.717285
	Iteration 0F: 3 clusters Score -2.589295e+07 nChanged 106525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -25955864.000000 Penalty: 6104.717285
	Iteration 1F: 3 clusters Score -2.595586e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -25957624.000000 Penalty: 6104.717285
	Iteration 2Q: 3 clusters Score -2.595762e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123832 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -25960284.000000 Penalty: 6104.717285
	Iteration 3Q: 3 clusters Score -2.596028e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131186 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -25964890.000000 Penalty: 6104.717285
	Iteration 4Q: 3 clusters Score -2.596489e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142045 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -25972916.000000 Penalty: 6104.717285
	Iteration 5F: 3 clusters Score -2.597292e+07 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -25985908.000000 Penalty: 6104.717285
	Iteration 6F: 3 clusters Score -2.598591e+07 nChanged 18256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -26001926.000000 Penalty: 6104.717285
	Iteration 7F: 3 clusters Score -2.600193e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188229 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -26017050.000000 Penalty: 6104.717285
	Iteration 8F: 3 clusters Score -2.601705e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197484 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -26026696.000000 Penalty: 6104.717285
	Iteration 9Q: 3 clusters Score -2.60267e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202563 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -26031610.000000 Penalty: 6104.717285
	Iteration 10Q: 3 clusters Score -2.603161e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205707 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -26033518.000000 Penalty: 6104.717285
	Iteration 11Q: 3 clusters Score -2.603352e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208092 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -26034488.000000 Penalty: 6104.717285
	Iteration 12Q: 3 clusters Score -2.603449e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210028 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -26035156.000000 Penalty: 6104.717285
	Iteration 13Q: 3 clusters Score -2.603516e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211664 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -26035474.000000 Penalty: 6104.717285
	Iteration 14Q: 3 clusters Score -2.603547e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212979 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -26035880.000000 Penalty: 6104.717285
	Iteration 15Q: 3 clusters Score -2.603588e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214092 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -26036112.000000 Penalty: 6104.717285
	Iteration 16Q: 3 clusters Score -2.603611e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214977 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -26036382.000000 Penalty: 6104.717285
	Iteration 17Q: 3 clusters Score -2.603638e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215757 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -26036428.000000 Penalty: 6104.717285
	Iteration 18Q: 3 clusters Score -2.603643e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216367 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -26036494.000000 Penalty: 6104.717285
	Iteration 19Q: 3 clusters Score -2.603649e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216854 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -26036468.000000 Penalty: 6104.717285
	Iteration 20F: 3 clusters Score -2.603647e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217221 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -26036500.000000 Penalty: 6104.717285
	Iteration 21Q: 3 clusters Score -2.60365e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217519 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -26036562.000000 Penalty: 6104.717285
	Iteration 22Q: 3 clusters Score -2.603656e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217786 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -26036570.000000 Penalty: 6104.717285
	Iteration 23Q: 3 clusters Score -2.603657e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218006 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -26036580.000000 Penalty: 6104.717285
	Iteration 24Q: 3 clusters Score -2.603658e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218176 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -26036642.000000 Penalty: 6104.717285
	Iteration 25Q: 3 clusters Score -2.603664e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218317 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -26036650.000000 Penalty: 6104.717285
	Iteration 26Q: 3 clusters Score -2.603665e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218448 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -26036670.000000 Penalty: 6104.717285
	Iteration 27Q: 3 clusters Score -2.603667e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218544 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -26036640.000000 Penalty: 6104.717285
	Iteration 28Q: 3 clusters Score -2.603664e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218621 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -26036668.000000 Penalty: 6104.717285
	Iteration 29Q: 3 clusters Score -2.603667e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218695 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 30Q: 3 clusters Score -2.603661e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218763 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -26036596.000000 Penalty: 6104.717285
	Iteration 31Q: 3 clusters Score -2.60366e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218829 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -26036606.000000 Penalty: 6104.717285
	Iteration 32Q: 3 clusters Score -2.603661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218889 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -26036624.000000 Penalty: 6104.717285
	Iteration 33Q: 3 clusters Score -2.603662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218942 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 34Q: 3 clusters Score -2.603661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218979 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -26036592.000000 Penalty: 6104.717285
	Iteration 35Q: 3 clusters Score -2.603659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219007 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -26036610.000000 Penalty: 6104.717285
	Iteration 36Q: 3 clusters Score -2.603661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219030 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -26036598.000000 Penalty: 6104.717285
	Iteration 37Q: 3 clusters Score -2.60366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219059 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 38Q: 3 clusters Score -2.603661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219090 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 39Q: 3 clusters Score -2.603661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219108 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -26036618.000000 Penalty: 6104.717285
	Iteration 40F: 3 clusters Score -2.603662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219122 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -26036616.000000 Penalty: 6104.717285
	Iteration 41Q: 3 clusters Score -2.603662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219126 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -26036630.000000 Penalty: 6104.717285
	Iteration 42Q: 3 clusters Score -2.603663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219133 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -26036642.000000 Penalty: 6104.717285
	Iteration 43Q: 3 clusters Score -2.603664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219137 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -26036638.000000 Penalty: 6104.717285
	Iteration 44Q: 3 clusters Score -2.603664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219150 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26036640.000000 Penalty: 6104.717285
	Iteration 45Q: 3 clusters Score -2.603664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219157 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -26036606.000000 Penalty: 6104.717285
	Iteration 46Q: 3 clusters Score -2.603661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219160 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -26036602.000000 Penalty: 6104.717285
	Iteration 47Q: 3 clusters Score -2.60366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219161 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -26036606.000000 Penalty: 6104.717285
	Iteration 48Q: 3 clusters Score -2.603661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219164 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -26036602.000000 Penalty: 6104.717285
	Iteration 49Q: 3 clusters Score -2.60366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219165 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 50Q: 3 clusters Score -2.603661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219170 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 51Q: 3 clusters Score -2.603661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219174 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 52Q: 3 clusters Score -2.603661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219178 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -26036598.000000 Penalty: 6104.717285
	Iteration 53Q: 3 clusters Score -2.60366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219179 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -26036612.000000 Penalty: 6104.717285
	Iteration 54Q: 3 clusters Score -2.603661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219180 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -26036612.000000 Penalty: 6104.717285
	Iteration 55Q: 3 clusters Score -2.603661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219182 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -26036618.000000 Penalty: 6104.717285
	Iteration 56Q: 3 clusters Score -2.603662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219184 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -26036604.000000 Penalty: 6104.717285
	Iteration 57Q: 3 clusters Score -2.60366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219184 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -26036602.000000 Penalty: 6104.717285
	Iteration 58Q: 3 clusters Score -2.60366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219185 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 59Q: 3 clusters Score -2.603661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219188 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -26036632.000000 Penalty: 6104.717285
	Iteration 60F: 3 clusters Score -2.603663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219188 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -26036632.000000 Penalty: 6104.717285
	Iteration 61Q: 3 clusters Score -2.603663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219190 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26036642.000000 Penalty: 6104.717285
	Iteration 62Q: 3 clusters Score -2.603664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219193 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -26036632.000000 Penalty: 6104.717285
	Iteration 63Q: 3 clusters Score -2.603663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219194 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -26036630.000000 Penalty: 6104.717285
	Iteration 64Q: 3 clusters Score -2.603663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219201 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 65Q: 3 clusters Score -2.603661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219205 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -26036622.000000 Penalty: 6104.717285
	Iteration 66Q: 3 clusters Score -2.603662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219214 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -26036610.000000 Penalty: 6104.717285
	Iteration 67Q: 3 clusters Score -2.603661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219223 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -26036616.000000 Penalty: 6104.717285
	Iteration 68Q: 3 clusters Score -2.603662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219235 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -26036616.000000 Penalty: 6104.717285
	Iteration 69Q: 3 clusters Score -2.603662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219245 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -26036620.000000 Penalty: 6104.717285
	Iteration 70Q: 3 clusters Score -2.603662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219253 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -26036606.000000 Penalty: 6104.717285
	Iteration 71Q: 3 clusters Score -2.603661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219260 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 72Q: 3 clusters Score -2.603661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219271 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -26036586.000000 Penalty: 6104.717285
	Iteration 73Q: 3 clusters Score -2.603659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219279 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -26036576.000000 Penalty: 6104.717285
	Iteration 74Q: 3 clusters Score -2.603658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219282 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -26036578.000000 Penalty: 6104.717285
	Iteration 75Q: 3 clusters Score -2.603658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219290 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -26036594.000000 Penalty: 6104.717285
	Iteration 76Q: 3 clusters Score -2.603659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219296 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26036598.000000 Penalty: 6104.717285
	Iteration 77Q: 3 clusters Score -2.60366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219303 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -26036616.000000 Penalty: 6104.717285
	Iteration 78Q: 3 clusters Score -2.603662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219303 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -26036616.000000 Penalty: 6104.717285
	Iteration 79Q: 3 clusters Score -2.603662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219304 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 80F: 3 clusters Score -2.603661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219304 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -26036610.000000 Penalty: 6104.717285
	Iteration 81Q: 3 clusters Score -2.603661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219305 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 82Q: 3 clusters Score -2.603661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219307 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26036608.000000 Penalty: 6104.717285
	Iteration 83Q: 3 clusters Score -2.603661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219309 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -26036602.000000 Penalty: 6104.717285
	Iteration 84Q: 3 clusters Score -2.60366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219310 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 85Q: 3 clusters Score -2.603661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219310 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -26036614.000000 Penalty: 6104.717285
	Iteration 86F: 3 clusters Score -2.603661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -470670.125000 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -470670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -466688.937500 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -466688.9 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -467736.656250 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -467736.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -467988.812500 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -467988.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -468175.781250 Penalty: 4142.632812
	Iteration 3F: 3 clusters Score -468175.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -468352.312500 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -468352.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -468572.093750 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -468572.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -468778.781250 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -468778.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -468976.687500 Penalty: 4142.632812
	Iteration 7F: 3 clusters Score -468976.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -469121.500000 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -469121.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -469260.125000 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -469260.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -469406.343750 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -469406.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -469563.593750 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -469563.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -469708.375000 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -469708.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -469854.812500 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -469854.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -469973.625000 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -469973.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -470085.531250 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -470085.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -470171.343750 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -470171.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -470219.343750 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -470219.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -470238.968750 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -470239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -470253.281250 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -470253.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -470268.968750 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -470269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -470278.562500 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -470278.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -470285.375000 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -470285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -470289.187500 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -470289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -470292.875000 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -470292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -470293.656250 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -470293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -470294.937500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -470294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -470296.093750 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -470296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -470296.468750 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -470296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -470297.468750 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -470297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -470297.968750 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -470298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -470299.468750 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -470299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -470300.156250 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -470300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -470300.125000 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -470300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -470300.125000 Penalty: 4142.632812
	Iteration 34F: 3 clusters Score -470300.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Entering Unmasked Estep 
Score: -7798747.500000 Penalty: 2761.117188
	Iteration 0F: 2 clusters Score -7798748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -7752863.500000 Penalty: 5522.234375
	Iteration 0F: 3 clusters Score -7752864 nChanged 32176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -7770747.000000 Penalty: 5522.234375
	Iteration 1F: 3 clusters Score -7770747 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -7771435.000000 Penalty: 5522.234375
	Iteration 2Q: 3 clusters Score -7771435 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -7772451.500000 Penalty: 5522.234375
	Iteration 3Q: 3 clusters Score -7772452 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7774359.000000 Penalty: 5522.234375
	Iteration 4F: 3 clusters Score -7774359 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -7777763.000000 Penalty: 5522.234375
	Iteration 5F: 3 clusters Score -7777763 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -7783397.000000 Penalty: 5522.234375
	Iteration 6F: 3 clusters Score -7783397 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -7789690.000000 Penalty: 5522.234375
	Iteration 7F: 3 clusters Score -7789690 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7793903.000000 Penalty: 5522.234375
	Iteration 8F: 3 clusters Score -7793903 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7795529.500000 Penalty: 5522.234375
	Iteration 9Q: 3 clusters Score -7795530 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7796093.000000 Penalty: 5522.234375
	Iteration 10Q: 3 clusters Score -7796093 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7796232.500000 Penalty: 5522.234375
	Iteration 11Q: 3 clusters Score -7796232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7796281.000000 Penalty: 5522.234375
	Iteration 12Q: 3 clusters Score -7796281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7796304.500000 Penalty: 5522.234375
	Iteration 13Q: 3 clusters Score -7796304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7796326.500000 Penalty: 5522.234375
	Iteration 14Q: 3 clusters Score -7796326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7796329.500000 Penalty: 5522.234375
	Iteration 15Q: 3 clusters Score -7796330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7796337.000000 Penalty: 5522.234375
	Iteration 16Q: 3 clusters Score -7796337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7796347.000000 Penalty: 5522.234375
	Iteration 17Q: 3 clusters Score -7796347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7796341.000000 Penalty: 5522.234375
	Iteration 18Q: 3 clusters Score -7796341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7796337.000000 Penalty: 5522.234375
	Iteration 19Q: 3 clusters Score -7796337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7796339.500000 Penalty: 5522.234375
	Iteration 20F: 3 clusters Score -7796340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7796339.500000 Penalty: 5522.234375
	Iteration 21Q: 3 clusters Score -7796340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7796339.500000 Penalty: 5522.234375
	Iteration 22F: 3 clusters Score -7796340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48778.656250 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48778.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49104.441406 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -49104.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49323.238281 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -49323.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49607.515625 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -49607.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49832.851562 Penalty: 3084.425781
	Iteration 4F: 3 clusters Score -49832.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49908.867188 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49908.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49942.296875 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49978.433594 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49978.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50000.035156 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -50000.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50007.062500 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -50007.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50007.062500 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -50007.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Entering Unmasked Estep 
Score: -3673070.750000 Penalty: 2564.592041
	Iteration 0F: 2 clusters Score -3673071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3651920.750000 Penalty: 5129.184082
	Iteration 0F: 3 clusters Score -3651921 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3659778.500000 Penalty: 5129.184082
	Iteration 1F: 3 clusters Score -3659778 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3660707.250000 Penalty: 5129.184082
	Iteration 2F: 3 clusters Score -3660707 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3661865.750000 Penalty: 5129.184082
	Iteration 3F: 3 clusters Score -3661866 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3663123.250000 Penalty: 5129.184082
	Iteration 4F: 3 clusters Score -3663123 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3664539.750000 Penalty: 5129.184082
	Iteration 5F: 3 clusters Score -3664540 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3666160.750000 Penalty: 5129.184082
	Iteration 6F: 3 clusters Score -3666161 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3667687.000000 Penalty: 5129.184082
	Iteration 7F: 3 clusters Score -3667687 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3668832.500000 Penalty: 5129.184082
	Iteration 8Q: 3 clusters Score -3668832 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3669442.000000 Penalty: 5129.184082
	Iteration 9Q: 3 clusters Score -3669442 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3669731.250000 Penalty: 5129.184082
	Iteration 10Q: 3 clusters Score -3669731 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3669922.500000 Penalty: 5129.184082
	Iteration 11Q: 3 clusters Score -3669922 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3670061.750000 Penalty: 5129.184082
	Iteration 12Q: 3 clusters Score -3670062 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3670163.250000 Penalty: 5129.184082
	Iteration 13Q: 3 clusters Score -3670163 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3670239.500000 Penalty: 5129.184082
	Iteration 14Q: 3 clusters Score -3670240 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3670305.250000 Penalty: 5129.184082
	Iteration 15Q: 3 clusters Score -3670305 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3670363.000000 Penalty: 5129.184082
	Iteration 16Q: 3 clusters Score -3670363 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3670428.000000 Penalty: 5129.184082
	Iteration 17Q: 3 clusters Score -3670428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3670480.750000 Penalty: 5129.184082
	Iteration 18Q: 3 clusters Score -3670481 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3670531.750000 Penalty: 5129.184082
	Iteration 19Q: 3 clusters Score -3670532 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3670586.000000 Penalty: 5129.184082
	Iteration 20F: 3 clusters Score -3670586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3670624.500000 Penalty: 5129.184082
	Iteration 21Q: 3 clusters Score -3670624 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3670711.000000 Penalty: 5129.184082
	Iteration 22Q: 3 clusters Score -3670711 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3670780.500000 Penalty: 5129.184082
	Iteration 23Q: 3 clusters Score -3670780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3670847.000000 Penalty: 5129.184082
	Iteration 24Q: 3 clusters Score -3670847 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3670899.750000 Penalty: 5129.184082
	Iteration 25Q: 3 clusters Score -3670900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3670933.500000 Penalty: 5129.184082
	Iteration 26Q: 3 clusters Score -3670934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3670978.000000 Penalty: 5129.184082
	Iteration 27Q: 3 clusters Score -3670978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3671028.000000 Penalty: 5129.184082
	Iteration 28Q: 3 clusters Score -3671028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3671074.750000 Penalty: 5129.184082
	Iteration 29Q: 3 clusters Score -3671075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3671115.500000 Penalty: 5129.184082
	Iteration 30Q: 3 clusters Score -3671116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3671157.000000 Penalty: 5129.184082
	Iteration 31Q: 3 clusters Score -3671157 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3671177.750000 Penalty: 5129.184082
	Iteration 32Q: 3 clusters Score -3671178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3671201.250000 Penalty: 5129.184082
	Iteration 33Q: 3 clusters Score -3671201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3671220.000000 Penalty: 5129.184082
	Iteration 34Q: 3 clusters Score -3671220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3671228.000000 Penalty: 5129.184082
	Iteration 35Q: 3 clusters Score -3671228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3671242.500000 Penalty: 5129.184082
	Iteration 36Q: 3 clusters Score -3671242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3671254.000000 Penalty: 5129.184082
	Iteration 37Q: 3 clusters Score -3671254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3671258.500000 Penalty: 5129.184082
	Iteration 38Q: 3 clusters Score -3671258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3671280.750000 Penalty: 5129.184082
	Iteration 39Q: 3 clusters Score -3671281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3671279.750000 Penalty: 5129.184082
	Iteration 40F: 3 clusters Score -3671280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3671289.000000 Penalty: 5129.184082
	Iteration 41Q: 3 clusters Score -3671289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3671298.500000 Penalty: 5129.184082
	Iteration 42Q: 3 clusters Score -3671298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3671304.250000 Penalty: 5129.184082
	Iteration 43Q: 3 clusters Score -3671304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3671306.750000 Penalty: 5129.184082
	Iteration 44Q: 3 clusters Score -3671307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3671316.250000 Penalty: 5129.184082
	Iteration 45Q: 3 clusters Score -3671316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3671316.750000 Penalty: 5129.184082
	Iteration 46Q: 3 clusters Score -3671317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3671314.750000 Penalty: 5129.184082
	Iteration 47Q: 3 clusters Score -3671315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3671320.750000 Penalty: 5129.184082
	Iteration 48Q: 3 clusters Score -3671321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3671323.500000 Penalty: 5129.184082
	Iteration 49Q: 3 clusters Score -3671324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3671323.750000 Penalty: 5129.184082
	Iteration 50Q: 3 clusters Score -3671324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3671324.000000 Penalty: 5129.184082
	Iteration 51Q: 3 clusters Score -3671324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3671327.000000 Penalty: 5129.184082
	Iteration 52Q: 3 clusters Score -3671327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3671329.000000 Penalty: 5129.184082
	Iteration 53Q: 3 clusters Score -3671329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -3671329.750000 Penalty: 5129.184082
	Iteration 54Q: 3 clusters Score -3671330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3671329.750000 Penalty: 5129.184082
	Iteration 55Q: 3 clusters Score -3671330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3671329.750000 Penalty: 5129.184082
	Iteration 56F: 3 clusters Score -3671330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132555.828125 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132555.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132880.796875 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132880.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -132961.953125 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133001.515625 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -133001.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133025.000000 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133035.937500 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133035.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133044.953125 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133054.031250 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133059.359375 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133063.953125 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133066.656250 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133067.000000 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -133067.000000 Penalty: 3512.110352
	Iteration 12F: 3 clusters Score -133067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Entering Unmasked Estep 
Score: -6106972.500000 Penalty: 2689.801025
	Iteration 0F: 2 clusters Score -6106972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6072223.000000 Penalty: 5379.602051
	Iteration 0F: 3 clusters Score -6072223 nChanged 23863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6085495.500000 Penalty: 5379.602051
	Iteration 1F: 3 clusters Score -6085496 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -6085918.000000 Penalty: 5379.602051
	Iteration 2Q: 3 clusters Score -6085918 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6086285.000000 Penalty: 5379.602051
	Iteration 3Q: 3 clusters Score -6086285 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -6086665.500000 Penalty: 5379.602051
	Iteration 4Q: 3 clusters Score -6086666 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6087057.500000 Penalty: 5379.602051
	Iteration 5Q: 3 clusters Score -6087058 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -6087492.500000 Penalty: 5379.602051
	Iteration 6Q: 3 clusters Score -6087492 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6088076.500000 Penalty: 5379.602051
	Iteration 7Q: 3 clusters Score -6088076 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -6088765.000000 Penalty: 5379.602051
	Iteration 8Q: 3 clusters Score -6088765 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6089745.000000 Penalty: 5379.602051
	Iteration 9Q: 3 clusters Score -6089745 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -6090970.000000 Penalty: 5379.602051
	Iteration 10Q: 3 clusters Score -6090970 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -6092679.000000 Penalty: 5379.602051
	Iteration 11Q: 3 clusters Score -6092679 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -6094554.500000 Penalty: 5379.602051
	Iteration 12F: 3 clusters Score -6094554 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -6096214.000000 Penalty: 5379.602051
	Iteration 13Q: 3 clusters Score -6096214 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6097300.500000 Penalty: 5379.602051
	Iteration 14Q: 3 clusters Score -6097300 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -6097962.500000 Penalty: 5379.602051
	Iteration 15Q: 3 clusters Score -6097962 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -6098438.000000 Penalty: 5379.602051
	Iteration 16Q: 3 clusters Score -6098438 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -6098769.000000 Penalty: 5379.602051
	Iteration 17Q: 3 clusters Score -6098769 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -6099096.500000 Penalty: 5379.602051
	Iteration 18Q: 3 clusters Score -6099096 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -6099522.000000 Penalty: 5379.602051
	Iteration 19Q: 3 clusters Score -6099522 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -6099940.000000 Penalty: 5379.602051
	Iteration 20F: 3 clusters Score -6099940 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6100322.000000 Penalty: 5379.602051
	Iteration 21Q: 3 clusters Score -6100322 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -6100715.500000 Penalty: 5379.602051
	Iteration 22Q: 3 clusters Score -6100716 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -6101125.000000 Penalty: 5379.602051
	Iteration 23Q: 3 clusters Score -6101125 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -6101562.000000 Penalty: 5379.602051
	Iteration 24Q: 3 clusters Score -6101562 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6101955.000000 Penalty: 5379.602051
	Iteration 25Q: 3 clusters Score -6101955 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6102340.000000 Penalty: 5379.602051
	Iteration 26Q: 3 clusters Score -6102340 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6102679.000000 Penalty: 5379.602051
	Iteration 27Q: 3 clusters Score -6102679 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6103021.500000 Penalty: 5379.602051
	Iteration 28Q: 3 clusters Score -6103022 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6103296.500000 Penalty: 5379.602051
	Iteration 29Q: 3 clusters Score -6103296 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6103549.500000 Penalty: 5379.602051
	Iteration 30Q: 3 clusters Score -6103550 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6103765.500000 Penalty: 5379.602051
	Iteration 31Q: 3 clusters Score -6103766 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6103960.500000 Penalty: 5379.602051
	Iteration 32Q: 3 clusters Score -6103960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6104098.500000 Penalty: 5379.602051
	Iteration 33Q: 3 clusters Score -6104098 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6104224.500000 Penalty: 5379.602051
	Iteration 34Q: 3 clusters Score -6104224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6104298.000000 Penalty: 5379.602051
	Iteration 35Q: 3 clusters Score -6104298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6104368.000000 Penalty: 5379.602051
	Iteration 36Q: 3 clusters Score -6104368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6104417.500000 Penalty: 5379.602051
	Iteration 37Q: 3 clusters Score -6104418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6104458.500000 Penalty: 5379.602051
	Iteration 38Q: 3 clusters Score -6104458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6104491.500000 Penalty: 5379.602051
	Iteration 39Q: 3 clusters Score -6104492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6104512.000000 Penalty: 5379.602051
	Iteration 40F: 3 clusters Score -6104512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6104534.500000 Penalty: 5379.602051
	Iteration 41Q: 3 clusters Score -6104534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6104541.500000 Penalty: 5379.602051
	Iteration 42Q: 3 clusters Score -6104542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6104545.000000 Penalty: 5379.602051
	Iteration 43Q: 3 clusters Score -6104545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6104555.500000 Penalty: 5379.602051
	Iteration 44Q: 3 clusters Score -6104556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6104557.500000 Penalty: 5379.602051
	Iteration 45Q: 3 clusters Score -6104558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6104563.000000 Penalty: 5379.602051
	Iteration 46Q: 3 clusters Score -6104563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6104573.500000 Penalty: 5379.602051
	Iteration 47Q: 3 clusters Score -6104574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6104572.000000 Penalty: 5379.602051
	Iteration 48Q: 3 clusters Score -6104572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6104572.000000 Penalty: 5379.602051
	Iteration 49Q: 3 clusters Score -6104572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6104576.500000 Penalty: 5379.602051
	Iteration 50Q: 3 clusters Score -6104576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6104581.500000 Penalty: 5379.602051
	Iteration 51Q: 3 clusters Score -6104582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6104582.000000 Penalty: 5379.602051
	Iteration 52Q: 3 clusters Score -6104582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6104587.500000 Penalty: 5379.602051
	Iteration 53Q: 3 clusters Score -6104588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6104590.000000 Penalty: 5379.602051
	Iteration 54Q: 3 clusters Score -6104590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6104595.000000 Penalty: 5379.602051
	Iteration 55Q: 3 clusters Score -6104595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6104597.500000 Penalty: 5379.602051
	Iteration 56Q: 3 clusters Score -6104598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6104604.000000 Penalty: 5379.602051
	Iteration 57Q: 3 clusters Score -6104604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6104604.500000 Penalty: 5379.602051
	Iteration 58Q: 3 clusters Score -6104604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6104602.000000 Penalty: 5379.602051
	Iteration 59Q: 3 clusters Score -6104602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6104602.000000 Penalty: 5379.602051
	Iteration 60F: 3 clusters Score -6104602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6104602.000000 Penalty: 5379.602051
	Iteration 61Q: 3 clusters Score -6104602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6104602.000000 Penalty: 5379.602051
	Iteration 62F: 3 clusters Score -6104602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Entering Unmasked Estep 
Score: -9076718.000000 Penalty: 2789.072754
	Iteration 0F: 2 clusters Score -9076718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -9025131.000000 Penalty: 5578.145508
	Iteration 0F: 3 clusters Score -9025131 nChanged 36027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -9045658.000000 Penalty: 5578.145508
	Iteration 1F: 3 clusters Score -9045658 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -9046394.000000 Penalty: 5578.145508
	Iteration 2Q: 3 clusters Score -9046394 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -9047316.000000 Penalty: 5578.145508
	Iteration 3Q: 3 clusters Score -9047316 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -9048463.000000 Penalty: 5578.145508
	Iteration 4Q: 3 clusters Score -9048463 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -9050280.000000 Penalty: 5578.145508
	Iteration 5Q: 3 clusters Score -9050280 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -9053105.000000 Penalty: 5578.145508
	Iteration 6F: 3 clusters Score -9053105 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -9057340.000000 Penalty: 5578.145508
	Iteration 7F: 3 clusters Score -9057340 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -9062628.000000 Penalty: 5578.145508
	Iteration 8F: 3 clusters Score -9062628 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -9067747.000000 Penalty: 5578.145508
	Iteration 9F: 3 clusters Score -9067747 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -9071107.000000 Penalty: 5578.145508
	Iteration 10Q: 3 clusters Score -9071107 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -9072823.000000 Penalty: 5578.145508
	Iteration 11Q: 3 clusters Score -9072823 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -9073565.000000 Penalty: 5578.145508
	Iteration 12Q: 3 clusters Score -9073565 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -9073975.000000 Penalty: 5578.145508
	Iteration 13Q: 3 clusters Score -9073975 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -9074164.000000 Penalty: 5578.145508
	Iteration 14Q: 3 clusters Score -9074164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -9074220.000000 Penalty: 5578.145508
	Iteration 15Q: 3 clusters Score -9074220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -9074276.000000 Penalty: 5578.145508
	Iteration 16Q: 3 clusters Score -9074276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -9074313.000000 Penalty: 5578.145508
	Iteration 17Q: 3 clusters Score -9074313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -9074327.000000 Penalty: 5578.145508
	Iteration 18Q: 3 clusters Score -9074327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -9074329.000000 Penalty: 5578.145508
	Iteration 19Q: 3 clusters Score -9074329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -9074336.000000 Penalty: 5578.145508
	Iteration 20F: 3 clusters Score -9074336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -9074346.000000 Penalty: 5578.145508
	Iteration 21Q: 3 clusters Score -9074346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -9074341.000000 Penalty: 5578.145508
	Iteration 22Q: 3 clusters Score -9074341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -9074344.000000 Penalty: 5578.145508
	Iteration 23Q: 3 clusters Score -9074344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -9074351.000000 Penalty: 5578.145508
	Iteration 24Q: 3 clusters Score -9074351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -9074348.000000 Penalty: 5578.145508
	Iteration 25Q: 3 clusters Score -9074348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -9074347.000000 Penalty: 5578.145508
	Iteration 26Q: 3 clusters Score -9074347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -9074346.000000 Penalty: 5578.145508
	Iteration 27Q: 3 clusters Score -9074346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -9074346.000000 Penalty: 5578.145508
	Iteration 28F: 3 clusters Score -9074346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -432586.500000 Penalty: 2051.914062
	Iteration 0F: 2 clusters Score -432586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -428775.625000 Penalty: 4103.828125
	Iteration 0F: 3 clusters Score -428775.6 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -429612.625000 Penalty: 4103.828125
	Iteration 1F: 3 clusters Score -429612.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -429821.906250 Penalty: 4103.828125
	Iteration 2F: 3 clusters Score -429821.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -429960.625000 Penalty: 4103.828125
	Iteration 3F: 3 clusters Score -429960.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -430140.093750 Penalty: 4103.828125
	Iteration 4Q: 3 clusters Score -430140.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -430324.468750 Penalty: 4103.828125
	Iteration 5Q: 3 clusters Score -430324.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -430493.562500 Penalty: 4103.828125
	Iteration 6Q: 3 clusters Score -430493.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -430655.843750 Penalty: 4103.828125
	Iteration 7F: 3 clusters Score -430655.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -430792.500000 Penalty: 4103.828125
	Iteration 8Q: 3 clusters Score -430792.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -430916.062500 Penalty: 4103.828125
	Iteration 9Q: 3 clusters Score -430916.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -431001.937500 Penalty: 4103.828125
	Iteration 10Q: 3 clusters Score -431001.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -431052.312500 Penalty: 4103.828125
	Iteration 11Q: 3 clusters Score -431052.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -431082.062500 Penalty: 4103.828125
	Iteration 12Q: 3 clusters Score -431082.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -431100.031250 Penalty: 4103.828125
	Iteration 13Q: 3 clusters Score -431100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -431115.343750 Penalty: 4103.828125
	Iteration 14Q: 3 clusters Score -431115.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -431133.062500 Penalty: 4103.828125
	Iteration 15Q: 3 clusters Score -431133.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -431156.812500 Penalty: 4103.828125
	Iteration 16Q: 3 clusters Score -431156.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -431171.125000 Penalty: 4103.828125
	Iteration 17Q: 3 clusters Score -431171.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -431183.718750 Penalty: 4103.828125
	Iteration 18Q: 3 clusters Score -431183.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -431191.125000 Penalty: 4103.828125
	Iteration 19Q: 3 clusters Score -431191.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -431195.312500 Penalty: 4103.828125
	Iteration 20F: 3 clusters Score -431195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -431196.531250 Penalty: 4103.828125
	Iteration 21Q: 3 clusters Score -431196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -431197.812500 Penalty: 4103.828125
	Iteration 22Q: 3 clusters Score -431197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -431199.375000 Penalty: 4103.828125
	Iteration 23Q: 3 clusters Score -431199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -431199.531250 Penalty: 4103.828125
	Iteration 24Q: 3 clusters Score -431199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -431200.531250 Penalty: 4103.828125
	Iteration 25Q: 3 clusters Score -431200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -431202.125000 Penalty: 4103.828125
	Iteration 26Q: 3 clusters Score -431202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431204.281250 Penalty: 4103.828125
	Iteration 27Q: 3 clusters Score -431204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -431204.468750 Penalty: 4103.828125
	Iteration 28Q: 3 clusters Score -431204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -431204.468750 Penalty: 4103.828125
	Iteration 29F: 3 clusters Score -431204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44181.898438 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44181.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42720.160156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42720.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42852.765625 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42852.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42914.906250 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42914.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42933.195312 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42938.476562 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42938.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42942.113281 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42942.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42942.113281 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -42942.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48856.417969 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48856.42 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49129.894531 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49129.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49215.132812 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -49215.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49264.277344 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49264.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49290.828125 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49290.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49310.695312 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49317.593750 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49317.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49327.730469 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49327.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49332.847656 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49332.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49340.058594 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49340.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49351.089844 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49351.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49355.226562 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -49355.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49356.074219 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -49356.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49356.074219 Penalty: 3090.318848
	Iteration 13F: 3 clusters Score -49356.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -358018.125000 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -358018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -354569.937500 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -354569.9 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -355368.187500 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -355368.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -355632.750000 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -355632.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -355837.125000 Penalty: 4018.281738
	Iteration 3F: 3 clusters Score -355837.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -356065.343750 Penalty: 4018.281738
	Iteration 4F: 3 clusters Score -356065.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -356277.406250 Penalty: 4018.281738
	Iteration 5F: 3 clusters Score -356277.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -356434.656250 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -356434.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -356575.000000 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -356575 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -356690.875000 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -356690.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -356774.125000 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -356774.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -356833.968750 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -356834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -356876.125000 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -356876.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -356903.937500 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -356903.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -356929.218750 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -356929.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -356949.281250 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -356949.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -356965.968750 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -356966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -356979.593750 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -356979.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -356999.125000 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -356999.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -357013.531250 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -357013.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -357023.468750 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -357023.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -357032.687500 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -357032.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -357040.531250 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -357040.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357044.500000 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -357044.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -357048.312500 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -357048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -357052.343750 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -357052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -357055.812500 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -357055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -357057.687500 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -357057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -357060.031250 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -357060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -357063.593750 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -357063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -357065.375000 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -357065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -357067.156250 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -357067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357067.750000 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -357067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -357067.656250 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -357067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -357068.625000 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -357068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -357069.281250 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -357069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -357069.281250 Penalty: 4018.281738
	Iteration 35F: 3 clusters Score -357069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78826.585938 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78826.59 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79143.218750 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79143.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79334.460938 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79334.46 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79568.898438 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -79568.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79789.335938 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -79789.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80051.406250 Penalty: 3323.562744
	Iteration 5F: 3 clusters Score -80051.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80161.929688 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -80161.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80213.382812 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -80213.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80259.031250 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -80259.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80278.320312 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -80278.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80292.671875 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80292.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80300.023438 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80300.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80308.078125 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80308.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80318.093750 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80318.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80342.734375 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -80342.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80372.429688 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -80372.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80392.273438 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -80392.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80398.054688 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -80398.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80399.679688 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -80399.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80401.179688 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -80401.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80401.179688 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -80401.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -27453.726562 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27453.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26227.044922 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26227.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26375.552734 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26375.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26410.785156 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -26410.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26431.650391 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26431.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26442.666016 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26442.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26452.111328 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26452.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26478.648438 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -26478.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26489.845703 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -26489.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26523.265625 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -26523.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26529.861328 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -26529.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26535.525391 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -26535.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26543.087891 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -26543.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26550.917969 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -26550.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26555.291016 Penalty: 2832.371582
	Iteration 13Q: 3 clusters Score -26555.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26555.291016 Penalty: 2832.371582
	Iteration 14F: 3 clusters Score -26555.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 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 172 members 
Entering Unmasked Estep 
Score: -32501.777344 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32501.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32651.445312 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32651.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32706.738281 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32706.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32732.929688 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32732.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32750.330078 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32750.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32768.304688 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32784.796875 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32810.027344 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -32810.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32825.250000 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -32825.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32852.226562 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -32852.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32920.253906 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -32920.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32959.812500 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -32959.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32986.980469 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -32986.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33140.109375 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -33140.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33156.964844 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -33156.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33162.742188 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -33162.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33162.742188 Penalty: 2911.171387
	Iteration 16F: 3 clusters Score -33162.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (94961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Entering Unmasked Estep 
Score: -11241930.000000 Penalty: 2842.383057
	Iteration 0F: 2 clusters Score -1.124193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -11178341.000000 Penalty: 5684.766113
	Iteration 0F: 3 clusters Score -1.117834e+07 nChanged 44883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -11203722.000000 Penalty: 5684.766113
	Iteration 1F: 3 clusters Score -1.120372e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -11204803.000000 Penalty: 5684.766113
	Iteration 2Q: 3 clusters Score -1.12048e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -11206018.000000 Penalty: 5684.766113
	Iteration 3Q: 3 clusters Score -1.120602e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -11207699.000000 Penalty: 5684.766113
	Iteration 4Q: 3 clusters Score -1.12077e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -11209916.000000 Penalty: 5684.766113
	Iteration 5Q: 3 clusters Score -1.120992e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -11212835.000000 Penalty: 5684.766113
	Iteration 6F: 3 clusters Score -1.121284e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -11216308.000000 Penalty: 5684.766113
	Iteration 7F: 3 clusters Score -1.121631e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -11220427.000000 Penalty: 5684.766113
	Iteration 8F: 3 clusters Score -1.122043e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -11224238.000000 Penalty: 5684.766113
	Iteration 9F: 3 clusters Score -1.122424e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -11226890.000000 Penalty: 5684.766113
	Iteration 10F: 3 clusters Score -1.122689e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -11228267.000000 Penalty: 5684.766113
	Iteration 11Q: 3 clusters Score -1.122827e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -11228805.000000 Penalty: 5684.766113
	Iteration 12Q: 3 clusters Score -1.12288e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -11229020.000000 Penalty: 5684.766113
	Iteration 13Q: 3 clusters Score -1.122902e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -11229183.000000 Penalty: 5684.766113
	Iteration 14Q: 3 clusters Score -1.122918e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -11229300.000000 Penalty: 5684.766113
	Iteration 15Q: 3 clusters Score -1.12293e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -11229365.000000 Penalty: 5684.766113
	Iteration 16Q: 3 clusters Score -1.122936e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -11229479.000000 Penalty: 5684.766113
	Iteration 17Q: 3 clusters Score -1.122948e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -11229536.000000 Penalty: 5684.766113
	Iteration 18Q: 3 clusters Score -1.122954e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -11229655.000000 Penalty: 5684.766113
	Iteration 19Q: 3 clusters Score -1.122966e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -11229716.000000 Penalty: 5684.766113
	Iteration 20F: 3 clusters Score -1.122972e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -11229798.000000 Penalty: 5684.766113
	Iteration 21Q: 3 clusters Score -1.12298e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -11229863.000000 Penalty: 5684.766113
	Iteration 22Q: 3 clusters Score -1.122986e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -11229915.000000 Penalty: 5684.766113
	Iteration 23Q: 3 clusters Score -1.122992e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -11230037.000000 Penalty: 5684.766113
	Iteration 24Q: 3 clusters Score -1.123004e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -11230243.000000 Penalty: 5684.766113
	Iteration 25Q: 3 clusters Score -1.123024e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -11230348.000000 Penalty: 5684.766113
	Iteration 26Q: 3 clusters Score -1.123035e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -11230458.000000 Penalty: 5684.766113
	Iteration 27Q: 3 clusters Score -1.123046e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -11230557.000000 Penalty: 5684.766113
	Iteration 28Q: 3 clusters Score -1.123056e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -11230696.000000 Penalty: 5684.766113
	Iteration 29Q: 3 clusters Score -1.12307e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -11230918.000000 Penalty: 5684.766113
	Iteration 30Q: 3 clusters Score -1.123092e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -11231095.000000 Penalty: 5684.766113
	Iteration 31Q: 3 clusters Score -1.12311e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -11231291.000000 Penalty: 5684.766113
	Iteration 32Q: 3 clusters Score -1.123129e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -11231516.000000 Penalty: 5684.766113
	Iteration 33Q: 3 clusters Score -1.123152e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -11231853.000000 Penalty: 5684.766113
	Iteration 34Q: 3 clusters Score -1.123185e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -11232169.000000 Penalty: 5684.766113
	Iteration 35Q: 3 clusters Score -1.123217e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -11232476.000000 Penalty: 5684.766113
	Iteration 36Q: 3 clusters Score -1.123248e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -11232812.000000 Penalty: 5684.766113
	Iteration 37Q: 3 clusters Score -1.123281e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -11233269.000000 Penalty: 5684.766113
	Iteration 38Q: 3 clusters Score -1.123327e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -11233711.000000 Penalty: 5684.766113
	Iteration 39Q: 3 clusters Score -1.123371e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -11234240.000000 Penalty: 5684.766113
	Iteration 40F: 3 clusters Score -1.123424e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -11234715.000000 Penalty: 5684.766113
	Iteration 41Q: 3 clusters Score -1.123472e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -11235211.000000 Penalty: 5684.766113
	Iteration 42Q: 3 clusters Score -1.123521e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -11235731.000000 Penalty: 5684.766113
	Iteration 43Q: 3 clusters Score -1.123573e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -11236213.000000 Penalty: 5684.766113
	Iteration 44Q: 3 clusters Score -1.123621e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -11236665.000000 Penalty: 5684.766113
	Iteration 45Q: 3 clusters Score -1.123666e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -11237084.000000 Penalty: 5684.766113
	Iteration 46Q: 3 clusters Score -1.123708e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -11237456.000000 Penalty: 5684.766113
	Iteration 47Q: 3 clusters Score -1.123746e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -11237813.000000 Penalty: 5684.766113
	Iteration 48Q: 3 clusters Score -1.123781e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -11238088.000000 Penalty: 5684.766113
	Iteration 49Q: 3 clusters Score -1.123809e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -11238354.000000 Penalty: 5684.766113
	Iteration 50Q: 3 clusters Score -1.123835e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -11238556.000000 Penalty: 5684.766113
	Iteration 51Q: 3 clusters Score -1.123856e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -11238700.000000 Penalty: 5684.766113
	Iteration 52Q: 3 clusters Score -1.12387e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11238840.000000 Penalty: 5684.766113
	Iteration 53Q: 3 clusters Score -1.123884e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11238939.000000 Penalty: 5684.766113
	Iteration 54Q: 3 clusters Score -1.123894e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11239025.000000 Penalty: 5684.766113
	Iteration 55Q: 3 clusters Score -1.123902e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11239087.000000 Penalty: 5684.766113
	Iteration 56Q: 3 clusters Score -1.123909e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11239156.000000 Penalty: 5684.766113
	Iteration 57Q: 3 clusters Score -1.123916e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11239176.000000 Penalty: 5684.766113
	Iteration 58Q: 3 clusters Score -1.123918e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11239215.000000 Penalty: 5684.766113
	Iteration 59Q: 3 clusters Score -1.123922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11239256.000000 Penalty: 5684.766113
	Iteration 60F: 3 clusters Score -1.123926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93760 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11239253.000000 Penalty: 5684.766113
	Iteration 61Q: 3 clusters Score -1.123925e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11239286.000000 Penalty: 5684.766113
	Iteration 62Q: 3 clusters Score -1.123929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11239317.000000 Penalty: 5684.766113
	Iteration 63Q: 3 clusters Score -1.123932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11239337.000000 Penalty: 5684.766113
	Iteration 64Q: 3 clusters Score -1.123934e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11239363.000000 Penalty: 5684.766113
	Iteration 65Q: 3 clusters Score -1.123936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11239398.000000 Penalty: 5684.766113
	Iteration 66Q: 3 clusters Score -1.12394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11239427.000000 Penalty: 5684.766113
	Iteration 67Q: 3 clusters Score -1.123943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11239441.000000 Penalty: 5684.766113
	Iteration 68Q: 3 clusters Score -1.123944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11239455.000000 Penalty: 5684.766113
	Iteration 69Q: 3 clusters Score -1.123946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11239481.000000 Penalty: 5684.766113
	Iteration 70Q: 3 clusters Score -1.123948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11239486.000000 Penalty: 5684.766113
	Iteration 71Q: 3 clusters Score -1.123949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11239479.000000 Penalty: 5684.766113
	Iteration 72Q: 3 clusters Score -1.123948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11239482.000000 Penalty: 5684.766113
	Iteration 73Q: 3 clusters Score -1.123948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11239485.000000 Penalty: 5684.766113
	Iteration 74Q: 3 clusters Score -1.123948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11239487.000000 Penalty: 5684.766113
	Iteration 75Q: 3 clusters Score -1.123949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11239483.000000 Penalty: 5684.766113
	Iteration 76Q: 3 clusters Score -1.123948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11239483.000000 Penalty: 5684.766113
	Iteration 77Q: 3 clusters Score -1.123948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11239482.000000 Penalty: 5684.766113
	Iteration 78Q: 3 clusters Score -1.123948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11239484.000000 Penalty: 5684.766113
	Iteration 79Q: 3 clusters Score -1.123948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11239482.000000 Penalty: 5684.766113
	Iteration 80F: 3 clusters Score -1.123948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11239483.000000 Penalty: 5684.766113
	Iteration 81Q: 3 clusters Score -1.123948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11239494.000000 Penalty: 5684.766113
	Iteration 82Q: 3 clusters Score -1.123949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11239490.000000 Penalty: 5684.766113
	Iteration 83Q: 3 clusters Score -1.123949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11239496.000000 Penalty: 5684.766113
	Iteration 84Q: 3 clusters Score -1.12395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11239496.000000 Penalty: 5684.766113
	Iteration 85Q: 3 clusters Score -1.12395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11239507.000000 Penalty: 5684.766113
	Iteration 86Q: 3 clusters Score -1.123951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11239517.000000 Penalty: 5684.766113
	Iteration 87Q: 3 clusters Score -1.123952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11239516.000000 Penalty: 5684.766113
	Iteration 88Q: 3 clusters Score -1.123952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11239524.000000 Penalty: 5684.766113
	Iteration 89Q: 3 clusters Score -1.123952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11239520.000000 Penalty: 5684.766113
	Iteration 90Q: 3 clusters Score -1.123952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11239525.000000 Penalty: 5684.766113
	Iteration 91Q: 3 clusters Score -1.123952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11239523.000000 Penalty: 5684.766113
	Iteration 92Q: 3 clusters Score -1.123952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11239520.000000 Penalty: 5684.766113
	Iteration 93Q: 3 clusters Score -1.123952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11239520.000000 Penalty: 5684.766113
	Iteration 94Q: 3 clusters Score -1.123952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11239530.000000 Penalty: 5684.766113
	Iteration 95Q: 3 clusters Score -1.123953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11239537.000000 Penalty: 5684.766113
	Iteration 96Q: 3 clusters Score -1.123954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11239537.000000 Penalty: 5684.766113
	Iteration 97F: 3 clusters Score -1.123954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -130832.539062 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130832.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131131.937500 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131131.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131228.250000 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131228.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131277.765625 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131277.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131315.843750 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131353.406250 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131353.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131379.828125 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131379.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131392.078125 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131399.875000 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131403.078125 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131406.468750 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131410.062500 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131414.156250 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131415.906250 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131421.406250 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -131421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131431.140625 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -131431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131434.734375 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -131434.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131438.062500 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -131438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131439.234375 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -131439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131439.437500 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -131439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131440.968750 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -131441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131444.296875 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -131444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131446.593750 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -131446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131459.734375 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -131459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131467.234375 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -131467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131473.234375 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -131473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131484.046875 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -131484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131508.578125 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -131508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131527.281250 Penalty: 3498.578369
	Iteration 28Q: 3 clusters Score -131527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -131545.125000 Penalty: 3498.578369
	Iteration 29Q: 3 clusters Score -131545.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131570.046875 Penalty: 3498.578369
	Iteration 30Q: 3 clusters Score -131570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131582.281250 Penalty: 3498.578369
	Iteration 31Q: 3 clusters Score -131582.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131591.359375 Penalty: 3498.578369
	Iteration 32Q: 3 clusters Score -131591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131596.125000 Penalty: 3498.578369
	Iteration 33Q: 3 clusters Score -131596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131601.609375 Penalty: 3498.578369
	Iteration 34Q: 3 clusters Score -131601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131605.906250 Penalty: 3498.578369
	Iteration 35Q: 3 clusters Score -131605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131611.062500 Penalty: 3498.578369
	Iteration 36Q: 3 clusters Score -131611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131612.921875 Penalty: 3498.578369
	Iteration 37Q: 3 clusters Score -131612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131612.921875 Penalty: 3498.578369
	Iteration 38F: 3 clusters Score -131612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -162161.406250 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -162161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159903.531250 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -159903.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160238.562500 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -160238.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160309.750000 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -160309.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -160368.156250 Penalty: 3611.908447
	Iteration 3Q: 3 clusters Score -160368.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160403.859375 Penalty: 3611.908447
	Iteration 4Q: 3 clusters Score -160403.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -160424.062500 Penalty: 3611.908447
	Iteration 5Q: 3 clusters Score -160424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160430.718750 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -160430.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160440.781250 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -160440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160448.703125 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -160448.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160453.765625 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -160453.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160462.750000 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -160462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -160473.125000 Penalty: 3611.908447
	Iteration 11Q: 3 clusters Score -160473.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160483.296875 Penalty: 3611.908447
	Iteration 12Q: 3 clusters Score -160483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160490.125000 Penalty: 3611.908447
	Iteration 13Q: 3 clusters Score -160490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -160497.437500 Penalty: 3611.908447
	Iteration 14Q: 3 clusters Score -160497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160501.500000 Penalty: 3611.908447
	Iteration 15Q: 3 clusters Score -160501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160504.531250 Penalty: 3611.908447
	Iteration 16Q: 3 clusters Score -160504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160508.015625 Penalty: 3611.908447
	Iteration 17Q: 3 clusters Score -160508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160509.828125 Penalty: 3611.908447
	Iteration 18Q: 3 clusters Score -160509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160511.468750 Penalty: 3611.908447
	Iteration 19Q: 3 clusters Score -160511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160512.437500 Penalty: 3611.908447
	Iteration 20F: 3 clusters Score -160512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160513.734375 Penalty: 3611.908447
	Iteration 21Q: 3 clusters Score -160513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160518.578125 Penalty: 3611.908447
	Iteration 22Q: 3 clusters Score -160518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160522.453125 Penalty: 3611.908447
	Iteration 23Q: 3 clusters Score -160522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160524.421875 Penalty: 3611.908447
	Iteration 24Q: 3 clusters Score -160524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160525.062500 Penalty: 3611.908447
	Iteration 25Q: 3 clusters Score -160525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160525.062500 Penalty: 3611.908447
	Iteration 26F: 3 clusters Score -160525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 301 members 
Entering Unmasked Estep 
Score: -56840.820312 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56840.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57060.648438 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57060.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57151.613281 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57151.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57194.082031 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57194.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57226.312500 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57226.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57261.148438 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57261.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57297.355469 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57297.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57310.269531 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57310.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57311.640625 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57311.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57313.855469 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57313.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57316.859375 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57316.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57316.859375 Penalty: 3151.767578
	Iteration 11F: 3 clusters Score -57316.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 40424 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58204 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 51127 members 
Mstep: Class 9 contains 226493 members 
Mstep: Class 10 contains 19331 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340105 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50944 members 
Mstep: Class 15 contains 82911 members 
Mstep: Class 16 contains 93296 members 
Mstep: Class 17 contains 221438 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 68428 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30980 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51327 members 
Mstep: Class 24 contains 76593 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3299 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94961 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999200.000000 Penalty: 124057.148438
Iteration 239Q: 36 clusters Score -1.839992e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 58212 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 51177 members 
Mstep: Class 9 contains 226499 members 
Mstep: Class 10 contains 19327 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 340126 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 50989 members 
Mstep: Class 15 contains 82907 members 
Mstep: Class 16 contains 93314 members 
Mstep: Class 17 contains 220966 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 68417 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30989 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51338 members 
Mstep: Class 24 contains 76627 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3299 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94977 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999232.000000 Penalty: 124057.148438
Iteration 240F: 36 clusters Score -1.839992e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 40980 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 8224 members 
Mstep: Class 6 contains 58228 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 51226 members 
Mstep: Class 9 contains 226508 members 
Mstep: Class 10 contains 19326 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340138 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51048 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 93332 members 
Mstep: Class 17 contains 220482 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 68421 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30994 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51364 members 
Mstep: Class 24 contains 76679 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3300 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94983 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999040.000000 Penalty: 124057.148438
Iteration 241Q: 36 clusters Score -1.83999e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 41230 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 58245 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 51282 members 
Mstep: Class 9 contains 226544 members 
Mstep: Class 10 contains 19318 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340131 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51116 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93335 members 
Mstep: Class 17 contains 219973 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 68422 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31012 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51376 members 
Mstep: Class 24 contains 76737 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3304 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95008 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999024.000000 Penalty: 124057.148438
Iteration 242Q: 36 clusters Score -1.83999e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 41491 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 58257 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 51349 members 
Mstep: Class 9 contains 226551 members 
Mstep: Class 10 contains 19315 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 340133 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51166 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 93333 members 
Mstep: Class 17 contains 219510 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 68417 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31024 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51399 members 
Mstep: Class 24 contains 76794 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95015 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999488.000000 Penalty: 124057.148438
Iteration 243Q: 36 clusters Score -1.839995e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 41771 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 58271 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 51405 members 
Mstep: Class 9 contains 226552 members 
Mstep: Class 10 contains 19310 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 340152 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51233 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93322 members 
Mstep: Class 17 contains 219021 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 68412 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31040 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51415 members 
Mstep: Class 24 contains 76854 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3299 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95020 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999264.000000 Penalty: 124057.148438
Iteration 244Q: 36 clusters Score -1.839993e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 42057 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 58285 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 51448 members 
Mstep: Class 9 contains 226538 members 
Mstep: Class 10 contains 19311 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 340181 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51294 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93319 members 
Mstep: Class 17 contains 218513 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 68407 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31063 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51434 members 
Mstep: Class 24 contains 76923 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3301 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95014 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999088.000000 Penalty: 124057.148438
Iteration 245Q: 36 clusters Score -1.839991e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 42378 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 58297 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 51460 members 
Mstep: Class 9 contains 226545 members 
Mstep: Class 10 contains 19311 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 340191 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51359 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93321 members 
Mstep: Class 17 contains 218073 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 68401 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51455 members 
Mstep: Class 24 contains 76966 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94992 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999280.000000 Penalty: 124057.148438
Iteration 246Q: 36 clusters Score -1.839993e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 42715 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12153 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 58299 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 8 contains 51481 members 
Mstep: Class 9 contains 226547 members 
Mstep: Class 10 contains 19303 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 340135 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51423 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 93350 members 
Mstep: Class 17 contains 217634 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 68409 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31082 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51473 members 
Mstep: Class 24 contains 77009 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3303 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94981 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999360.000000 Penalty: 124057.148438
Iteration 247Q: 36 clusters Score -1.839994e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 43048 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12150 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 58302 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 51503 members 
Mstep: Class 9 contains 226551 members 
Mstep: Class 10 contains 19299 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 340058 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51484 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 93372 members 
Mstep: Class 17 contains 217203 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 68401 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31077 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 77052 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95004 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999520.000000 Penalty: 124057.148438
Iteration 248Q: 36 clusters Score -1.839995e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 43344 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 58311 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 51534 members 
Mstep: Class 9 contains 226537 members 
Mstep: Class 10 contains 19289 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340020 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51549 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 93370 members 
Mstep: Class 17 contains 216780 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 68399 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31088 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51534 members 
Mstep: Class 24 contains 77095 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3298 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95030 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999872.000000 Penalty: 124057.148438
Iteration 249Q: 36 clusters Score -1.839999e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 43615 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 58324 members 
Mstep: Class 7 contains 8380 members 
Mstep: Class 8 contains 51562 members 
Mstep: Class 9 contains 226524 members 
Mstep: Class 10 contains 19278 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340038 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51595 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 93385 members 
Mstep: Class 17 contains 216354 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 68386 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31095 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51558 members 
Mstep: Class 24 contains 77130 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3295 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95050 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999760.000000 Penalty: 124057.148438
Iteration 250Q: 36 clusters Score -1.839998e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 43864 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 58339 members 
Mstep: Class 7 contains 8381 members 
Mstep: Class 8 contains 51589 members 
Mstep: Class 9 contains 226509 members 
Mstep: Class 10 contains 19267 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340063 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51664 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 93405 members 
Mstep: Class 17 contains 215904 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 68383 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31105 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51581 members 
Mstep: Class 24 contains 77170 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95061 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999792.000000 Penalty: 124057.148438
Iteration 251Q: 36 clusters Score -1.839998e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 44108 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12146 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 6 contains 58363 members 
Mstep: Class 7 contains 8380 members 
Mstep: Class 8 contains 51623 members 
Mstep: Class 9 contains 226518 members 
Mstep: Class 10 contains 19259 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 340098 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51730 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 93427 members 
Mstep: Class 17 contains 215400 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 68380 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31125 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 77210 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95067 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999520.000000 Penalty: 124057.148438
Iteration 252Q: 36 clusters Score -1.839995e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 44355 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 58391 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 51668 members 
Mstep: Class 9 contains 226518 members 
Mstep: Class 10 contains 19249 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 340112 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51781 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93454 members 
Mstep: Class 17 contains 214914 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 68373 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31141 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51620 members 
Mstep: Class 24 contains 77260 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95078 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999440.000000 Penalty: 124057.148438
Iteration 253Q: 36 clusters Score -1.839994e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 44616 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12156 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 58425 members 
Mstep: Class 7 contains 8381 members 
Mstep: Class 8 contains 51716 members 
Mstep: Class 9 contains 226503 members 
Mstep: Class 10 contains 19243 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 340084 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51834 members 
Mstep: Class 15 contains 82905 members 
Mstep: Class 16 contains 93463 members 
Mstep: Class 17 contains 214492 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 68376 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31147 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51643 members 
Mstep: Class 24 contains 77299 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3293 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95086 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999616.000000 Penalty: 124057.148438
Iteration 254Q: 36 clusters Score -1.839996e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 44903 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 58438 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 51752 members 
Mstep: Class 9 contains 226461 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 340049 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51883 members 
Mstep: Class 15 contains 82904 members 
Mstep: Class 16 contains 93473 members 
Mstep: Class 17 contains 214069 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 68388 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31149 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51672 members 
Mstep: Class 24 contains 77335 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3293 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95131 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999824.000000 Penalty: 124057.148438
Iteration 255Q: 36 clusters Score -1.839998e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 45181 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12160 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 58445 members 
Mstep: Class 7 contains 8383 members 
Mstep: Class 8 contains 51799 members 
Mstep: Class 9 contains 226421 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 340054 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 51957 members 
Mstep: Class 15 contains 82904 members 
Mstep: Class 16 contains 93488 members 
Mstep: Class 17 contains 213615 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 68397 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31149 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51692 members 
Mstep: Class 24 contains 77379 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3295 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95154 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999840.000000 Penalty: 124057.148438
Iteration 256Q: 36 clusters Score -1.839998e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 45470 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 58470 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 51857 members 
Mstep: Class 9 contains 226346 members 
Mstep: Class 10 contains 19221 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 340027 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52017 members 
Mstep: Class 15 contains 82904 members 
Mstep: Class 16 contains 93499 members 
Mstep: Class 17 contains 213221 members 
Mstep: Class 18 contains 4230 members 
Mstep: Class 19 contains 68394 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31166 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51726 members 
Mstep: Class 24 contains 77423 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3293 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95158 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999872.000000 Penalty: 124057.148438
Iteration 257Q: 36 clusters Score -1.839999e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 45736 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 58486 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 51915 members 
Mstep: Class 9 contains 226287 members 
Mstep: Class 10 contains 19213 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 340018 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52074 members 
Mstep: Class 15 contains 82909 members 
Mstep: Class 16 contains 93503 members 
Mstep: Class 17 contains 212811 members 
Mstep: Class 18 contains 4230 members 
Mstep: Class 19 contains 68394 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31177 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51752 members 
Mstep: Class 24 contains 77459 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3290 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95178 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999936.000000 Penalty: 124057.148438
Iteration 258Q: 36 clusters Score -1.839999e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 46019 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 58497 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 51971 members 
Mstep: Class 9 contains 226249 members 
Mstep: Class 10 contains 19204 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339985 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52115 members 
Mstep: Class 15 contains 82907 members 
Mstep: Class 16 contains 93492 members 
Mstep: Class 17 contains 212448 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 68399 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31195 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51771 members 
Mstep: Class 24 contains 77488 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3287 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95188 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000304.000000 Penalty: 124057.148438
Iteration 259Q: 36 clusters Score -1.840003e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 46345 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12172 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 58514 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 52034 members 
Mstep: Class 9 contains 226209 members 
Mstep: Class 10 contains 19202 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339898 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52153 members 
Mstep: Class 15 contains 82907 members 
Mstep: Class 16 contains 93491 members 
Mstep: Class 17 contains 212128 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 68405 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31215 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51788 members 
Mstep: Class 24 contains 77508 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95186 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000464.000000 Penalty: 124057.148438
Iteration 260F: 36 clusters Score -1.840005e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 46692 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12181 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 58531 members 
Mstep: Class 7 contains 8391 members 
Mstep: Class 8 contains 52089 members 
Mstep: Class 9 contains 226137 members 
Mstep: Class 10 contains 19199 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339819 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52187 members 
Mstep: Class 15 contains 82907 members 
Mstep: Class 16 contains 93491 members 
Mstep: Class 17 contains 211800 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 68399 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31233 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51806 members 
Mstep: Class 24 contains 77536 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95198 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000624.000000 Penalty: 124057.148438
Iteration 261Q: 36 clusters Score -1.840006e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 47048 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 58549 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 52151 members 
Mstep: Class 9 contains 226085 members 
Mstep: Class 10 contains 19200 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339756 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52219 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 93483 members 
Mstep: Class 17 contains 211418 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 68398 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31239 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51829 members 
Mstep: Class 24 contains 77553 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95215 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001040.000000 Penalty: 124057.148438
Iteration 262Q: 36 clusters Score -1.84001e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 58564 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 52210 members 
Mstep: Class 9 contains 226028 members 
Mstep: Class 10 contains 19188 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339725 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52243 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 93480 members 
Mstep: Class 17 contains 211052 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 68389 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31245 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51833 members 
Mstep: Class 24 contains 77573 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3276 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95227 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001216.000000 Penalty: 124057.148438
Iteration 263Q: 36 clusters Score -1.840012e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 47838 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 8203 members 
Mstep: Class 6 contains 58581 members 
Mstep: Class 7 contains 8403 members 
Mstep: Class 8 contains 52266 members 
Mstep: Class 9 contains 225967 members 
Mstep: Class 10 contains 19182 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339640 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52261 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 93466 members 
Mstep: Class 17 contains 210684 members 
Mstep: Class 18 contains 4230 members 
Mstep: Class 19 contains 68389 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31240 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51848 members 
Mstep: Class 24 contains 77601 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95235 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001200.000000 Penalty: 124057.148438
Iteration 264Q: 36 clusters Score -1.840012e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 48274 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 58610 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 52309 members 
Mstep: Class 9 contains 225876 members 
Mstep: Class 10 contains 19173 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 339585 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52288 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 93443 members 
Mstep: Class 17 contains 210289 members 
Mstep: Class 18 contains 4230 members 
Mstep: Class 19 contains 68399 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31240 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51864 members 
Mstep: Class 24 contains 77624 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95249 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001408.000000 Penalty: 124057.148438
Iteration 265Q: 36 clusters Score -1.840014e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 48715 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12212 members 
Mstep: Class 5 contains 8198 members 
Mstep: Class 6 contains 58616 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 52354 members 
Mstep: Class 9 contains 225817 members 
Mstep: Class 10 contains 19169 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 339476 members 
Mstep: Class 13 contains 2543 members 
Mstep: Class 14 contains 52321 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 93437 members 
Mstep: Class 17 contains 209892 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 68417 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31242 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51890 members 
Mstep: Class 24 contains 77649 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95253 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001664.000000 Penalty: 124057.148438
Iteration 266Q: 36 clusters Score -1.840017e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 49156 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12221 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 58618 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 52395 members 
Mstep: Class 9 contains 225711 members 
Mstep: Class 10 contains 19168 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 339330 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52365 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 93421 members 
Mstep: Class 17 contains 209537 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 68435 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31263 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51911 members 
Mstep: Class 24 contains 77684 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95285 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002336.000000 Penalty: 124057.148438
Iteration 267Q: 36 clusters Score -1.840023e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 49606 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 58618 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 52439 members 
Mstep: Class 9 contains 225642 members 
Mstep: Class 10 contains 19165 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 339180 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52426 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 93429 members 
Mstep: Class 17 contains 209159 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 68456 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31240 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51934 members 
Mstep: Class 24 contains 77695 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95322 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002288.000000 Penalty: 124057.148438
Iteration 268Q: 36 clusters Score -1.840023e+08 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 50074 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12229 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 58627 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 52469 members 
Mstep: Class 9 contains 225547 members 
Mstep: Class 10 contains 19162 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 339023 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52475 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 93419 members 
Mstep: Class 17 contains 208783 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 68482 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31226 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51980 members 
Mstep: Class 24 contains 77702 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95369 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002608.000000 Penalty: 124057.148438
Iteration 269Q: 36 clusters Score -1.840026e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 50568 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12236 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 58643 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 52511 members 
Mstep: Class 9 contains 225454 members 
Mstep: Class 10 contains 19150 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 338819 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52522 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 93402 members 
Mstep: Class 17 contains 208412 members 
Mstep: Class 18 contains 4227 members 
Mstep: Class 19 contains 68499 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31216 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52019 members 
Mstep: Class 24 contains 77738 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95414 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002864.000000 Penalty: 124057.148438
Iteration 270Q: 36 clusters Score -1.840029e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 51067 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 58649 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 52557 members 
Mstep: Class 9 contains 225391 members 
Mstep: Class 10 contains 19136 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 338644 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52575 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 93370 members 
Mstep: Class 17 contains 208019 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 68536 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31200 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52056 members 
Mstep: Class 24 contains 77757 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95459 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002976.000000 Penalty: 124057.148438
Iteration 271Q: 36 clusters Score -1.84003e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 51578 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 58647 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 52580 members 
Mstep: Class 9 contains 225358 members 
Mstep: Class 10 contains 19123 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 338464 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52621 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93337 members 
Mstep: Class 17 contains 207600 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 68562 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31184 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52102 members 
Mstep: Class 24 contains 77784 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95509 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003232.000000 Penalty: 124057.148438
Iteration 272Q: 36 clusters Score -1.840032e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 52097 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12237 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 58650 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 52608 members 
Mstep: Class 9 contains 225314 members 
Mstep: Class 10 contains 19125 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 338309 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52655 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 93263 members 
Mstep: Class 17 contains 207179 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 68616 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52128 members 
Mstep: Class 24 contains 77820 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95552 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004000.000000 Penalty: 124057.148438
Iteration 273Q: 36 clusters Score -1.84004e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 52639 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 58646 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 52659 members 
Mstep: Class 9 contains 225262 members 
Mstep: Class 10 contains 19111 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 338231 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52716 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 93176 members 
Mstep: Class 17 contains 206685 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 68650 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31158 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52158 members 
Mstep: Class 24 contains 77841 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95578 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003920.000000 Penalty: 124057.148438
Iteration 274Q: 36 clusters Score -1.840039e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 53183 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 58632 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 52715 members 
Mstep: Class 9 contains 225202 members 
Mstep: Class 10 contains 19099 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 338110 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52758 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 93111 members 
Mstep: Class 17 contains 206224 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 68677 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31179 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52196 members 
Mstep: Class 24 contains 77868 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95600 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004096.000000 Penalty: 124057.148438
Iteration 275Q: 36 clusters Score -1.840041e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 53717 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 8177 members 
Mstep: Class 6 contains 58623 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 52776 members 
Mstep: Class 9 contains 225132 members 
Mstep: Class 10 contains 19080 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 338085 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52798 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 93023 members 
Mstep: Class 17 contains 205742 members 
Mstep: Class 18 contains 4232 members 
Mstep: Class 19 contains 68681 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31202 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52243 members 
Mstep: Class 24 contains 77895 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95607 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003632.000000 Penalty: 124057.148438
Iteration 276Q: 36 clusters Score -1.840036e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 54267 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 58629 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 52851 members 
Mstep: Class 9 contains 225095 members 
Mstep: Class 10 contains 19067 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 338031 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52830 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 92942 members 
Mstep: Class 17 contains 205200 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 68682 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31232 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52282 members 
Mstep: Class 24 contains 77920 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95623 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003296.000000 Penalty: 124057.148438
Iteration 277Q: 36 clusters Score -1.840033e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 54875 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 58632 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 52910 members 
Mstep: Class 9 contains 225049 members 
Mstep: Class 10 contains 19065 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 337911 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52877 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 92844 members 
Mstep: Class 17 contains 204657 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 68701 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31254 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52322 members 
Mstep: Class 24 contains 77941 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3257 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95648 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003744.000000 Penalty: 124057.148438
Iteration 278Q: 36 clusters Score -1.840037e+08 nChanged 2446
Entering ConstructFrom: 
Score: -184003744.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (49332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Entering Unmasked Estep 
Score: -5825427.000000 Penalty: 2679.969238
	Iteration 0F: 2 clusters Score -5825427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5792149.000000 Penalty: 5359.938477
	Iteration 0F: 3 clusters Score -5792149 nChanged 22889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -5805222.500000 Penalty: 5359.938477
	Iteration 1F: 3 clusters Score -5805222 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5806079.000000 Penalty: 5359.938477
	Iteration 2Q: 3 clusters Score -5806079 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5807008.500000 Penalty: 5359.938477
	Iteration 3Q: 3 clusters Score -5807008 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5808043.000000 Penalty: 5359.938477
	Iteration 4Q: 3 clusters Score -5808043 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5809135.500000 Penalty: 5359.938477
	Iteration 5Q: 3 clusters Score -5809136 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -5810378.500000 Penalty: 5359.938477
	Iteration 6Q: 3 clusters Score -5810378 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5811832.500000 Penalty: 5359.938477
	Iteration 7F: 3 clusters Score -5811832 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -5813514.500000 Penalty: 5359.938477
	Iteration 8F: 3 clusters Score -5813514 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5815360.500000 Penalty: 5359.938477
	Iteration 9F: 3 clusters Score -5815360 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5817226.500000 Penalty: 5359.938477
	Iteration 10F: 3 clusters Score -5817226 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5818851.500000 Penalty: 5359.938477
	Iteration 11Q: 3 clusters Score -5818852 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5820157.500000 Penalty: 5359.938477
	Iteration 12Q: 3 clusters Score -5820158 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -5821199.000000 Penalty: 5359.938477
	Iteration 13Q: 3 clusters Score -5821199 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -5821896.000000 Penalty: 5359.938477
	Iteration 14Q: 3 clusters Score -5821896 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -5822356.500000 Penalty: 5359.938477
	Iteration 15Q: 3 clusters Score -5822356 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -5822666.000000 Penalty: 5359.938477
	Iteration 16Q: 3 clusters Score -5822666 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -5822857.500000 Penalty: 5359.938477
	Iteration 17Q: 3 clusters Score -5822858 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -5823001.000000 Penalty: 5359.938477
	Iteration 18Q: 3 clusters Score -5823001 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5823092.000000 Penalty: 5359.938477
	Iteration 19Q: 3 clusters Score -5823092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5823165.000000 Penalty: 5359.938477
	Iteration 20F: 3 clusters Score -5823165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -5823265.000000 Penalty: 5359.938477
	Iteration 21Q: 3 clusters Score -5823265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -5823314.000000 Penalty: 5359.938477
	Iteration 22Q: 3 clusters Score -5823314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -5823346.500000 Penalty: 5359.938477
	Iteration 23Q: 3 clusters Score -5823346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -5823380.000000 Penalty: 5359.938477
	Iteration 24Q: 3 clusters Score -5823380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -5823390.000000 Penalty: 5359.938477
	Iteration 25Q: 3 clusters Score -5823390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -5823394.000000 Penalty: 5359.938477
	Iteration 26Q: 3 clusters Score -5823394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5823397.500000 Penalty: 5359.938477
	Iteration 27Q: 3 clusters Score -5823398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -5823411.000000 Penalty: 5359.938477
	Iteration 28Q: 3 clusters Score -5823411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5823415.500000 Penalty: 5359.938477
	Iteration 29Q: 3 clusters Score -5823416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -5823423.500000 Penalty: 5359.938477
	Iteration 30Q: 3 clusters Score -5823424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -5823432.000000 Penalty: 5359.938477
	Iteration 31Q: 3 clusters Score -5823432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -5823432.500000 Penalty: 5359.938477
	Iteration 32Q: 3 clusters Score -5823432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -5823431.000000 Penalty: 5359.938477
	Iteration 33Q: 3 clusters Score -5823431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -5823436.500000 Penalty: 5359.938477
	Iteration 34Q: 3 clusters Score -5823436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -5823444.500000 Penalty: 5359.938477
	Iteration 35Q: 3 clusters Score -5823444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5823467.500000 Penalty: 5359.938477
	Iteration 36Q: 3 clusters Score -5823468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -5823458.500000 Penalty: 5359.938477
	Iteration 37Q: 3 clusters Score -5823458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5823458.000000 Penalty: 5359.938477
	Iteration 38Q: 3 clusters Score -5823458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -5823470.500000 Penalty: 5359.938477
	Iteration 39Q: 3 clusters Score -5823470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5823469.000000 Penalty: 5359.938477
	Iteration 40F: 3 clusters Score -5823469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5823461.000000 Penalty: 5359.938477
	Iteration 41Q: 3 clusters Score -5823461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5823461.000000 Penalty: 5359.938477
	Iteration 42Q: 3 clusters Score -5823461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -5823461.500000 Penalty: 5359.938477
	Iteration 43Q: 3 clusters Score -5823462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -5823463.500000 Penalty: 5359.938477
	Iteration 44Q: 3 clusters Score -5823464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -5823460.000000 Penalty: 5359.938477
	Iteration 45Q: 3 clusters Score -5823460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -5823469.500000 Penalty: 5359.938477
	Iteration 46Q: 3 clusters Score -5823470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5823463.000000 Penalty: 5359.938477
	Iteration 47Q: 3 clusters Score -5823463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5823462.000000 Penalty: 5359.938477
	Iteration 48Q: 3 clusters Score -5823462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5823462.000000 Penalty: 5359.938477
	Iteration 49F: 3 clusters Score -5823462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Entering Unmasked Estep 
Score: -6515542.000000 Penalty: 2708.962646
	Iteration 0F: 2 clusters Score -6515542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -6478173.500000 Penalty: 5417.925293
	Iteration 0F: 3 clusters Score -6478174 nChanged 25607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6492395.000000 Penalty: 5417.925293
	Iteration 1F: 3 clusters Score -6492395 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6492921.000000 Penalty: 5417.925293
	Iteration 2Q: 3 clusters Score -6492921 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -6493414.500000 Penalty: 5417.925293
	Iteration 3Q: 3 clusters Score -6493414 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -6493901.000000 Penalty: 5417.925293
	Iteration 4Q: 3 clusters Score -6493901 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -6494532.500000 Penalty: 5417.925293
	Iteration 5Q: 3 clusters Score -6494532 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -6495278.500000 Penalty: 5417.925293
	Iteration 6Q: 3 clusters Score -6495278 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -6496291.000000 Penalty: 5417.925293
	Iteration 7Q: 3 clusters Score -6496291 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -6497859.000000 Penalty: 5417.925293
	Iteration 8Q: 3 clusters Score -6497859 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -6500056.500000 Penalty: 5417.925293
	Iteration 9F: 3 clusters Score -6500056 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -6502851.500000 Penalty: 5417.925293
	Iteration 10F: 3 clusters Score -6502852 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6505934.000000 Penalty: 5417.925293
	Iteration 11F: 3 clusters Score -6505934 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6508729.000000 Penalty: 5417.925293
	Iteration 12F: 3 clusters Score -6508729 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6510780.000000 Penalty: 5417.925293
	Iteration 13Q: 3 clusters Score -6510780 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -6512038.500000 Penalty: 5417.925293
	Iteration 14Q: 3 clusters Score -6512038 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -6512590.500000 Penalty: 5417.925293
	Iteration 15Q: 3 clusters Score -6512590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6512824.000000 Penalty: 5417.925293
	Iteration 16Q: 3 clusters Score -6512824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6512969.000000 Penalty: 5417.925293
	Iteration 17Q: 3 clusters Score -6512969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -6513058.000000 Penalty: 5417.925293
	Iteration 18Q: 3 clusters Score -6513058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -6513087.000000 Penalty: 5417.925293
	Iteration 19Q: 3 clusters Score -6513087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -6513126.500000 Penalty: 5417.925293
	Iteration 20F: 3 clusters Score -6513126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -6513146.500000 Penalty: 5417.925293
	Iteration 21Q: 3 clusters Score -6513146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -6513158.500000 Penalty: 5417.925293
	Iteration 22Q: 3 clusters Score -6513158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -6513164.500000 Penalty: 5417.925293
	Iteration 23Q: 3 clusters Score -6513164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -6513170.000000 Penalty: 5417.925293
	Iteration 24Q: 3 clusters Score -6513170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6513176.000000 Penalty: 5417.925293
	Iteration 25Q: 3 clusters Score -6513176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6513176.500000 Penalty: 5417.925293
	Iteration 26Q: 3 clusters Score -6513176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6513176.500000 Penalty: 5417.925293
	Iteration 27F: 3 clusters Score -6513176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -207389.218750 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -207389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -204875.625000 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -204875.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -205685.187500 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -205685.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -206350.421875 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -206350.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -206626.156250 Penalty: 3740.674805
	Iteration 3F: 3 clusters Score -206626.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -206815.625000 Penalty: 3740.674805
	Iteration 4F: 3 clusters Score -206815.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -206942.234375 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -206942.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -207031.296875 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -207031.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -207098.968750 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -207099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -207135.828125 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -207135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -207152.125000 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -207152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -207166.140625 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -207166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -207175.437500 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -207175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -207178.187500 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -207178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -207178.187500 Penalty: 3740.674805
	Iteration 13F: 3 clusters Score -207178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Entering Unmasked Estep 
Score: -1341483.375000 Penalty: 2334.776855
	Iteration 0F: 2 clusters Score -1341483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1332453.750000 Penalty: 4669.553711
	Iteration 0F: 3 clusters Score -1332454 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1335497.125000 Penalty: 4669.553711
	Iteration 1F: 3 clusters Score -1335497 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1335972.750000 Penalty: 4669.553711
	Iteration 2F: 3 clusters Score -1335973 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1336359.000000 Penalty: 4669.553711
	Iteration 3F: 3 clusters Score -1336359 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1336653.875000 Penalty: 4669.553711
	Iteration 4Q: 3 clusters Score -1336654 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1336886.250000 Penalty: 4669.553711
	Iteration 5Q: 3 clusters Score -1336886 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1337085.375000 Penalty: 4669.553711
	Iteration 6Q: 3 clusters Score -1337085 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1337256.625000 Penalty: 4669.553711
	Iteration 7Q: 3 clusters Score -1337257 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1337401.375000 Penalty: 4669.553711
	Iteration 8Q: 3 clusters Score -1337401 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1337536.500000 Penalty: 4669.553711
	Iteration 9Q: 3 clusters Score -1337536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1337654.625000 Penalty: 4669.553711
	Iteration 10Q: 3 clusters Score -1337655 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1337757.750000 Penalty: 4669.553711
	Iteration 11Q: 3 clusters Score -1337758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1337841.500000 Penalty: 4669.553711
	Iteration 12Q: 3 clusters Score -1337842 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1337899.000000 Penalty: 4669.553711
	Iteration 13Q: 3 clusters Score -1337899 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1337956.125000 Penalty: 4669.553711
	Iteration 14Q: 3 clusters Score -1337956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1338016.375000 Penalty: 4669.553711
	Iteration 15Q: 3 clusters Score -1338016 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1338072.500000 Penalty: 4669.553711
	Iteration 16Q: 3 clusters Score -1338072 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1338127.750000 Penalty: 4669.553711
	Iteration 17Q: 3 clusters Score -1338128 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1338169.625000 Penalty: 4669.553711
	Iteration 18Q: 3 clusters Score -1338170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1338200.750000 Penalty: 4669.553711
	Iteration 19Q: 3 clusters Score -1338201 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1338238.375000 Penalty: 4669.553711
	Iteration 20F: 3 clusters Score -1338238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1338267.750000 Penalty: 4669.553711
	Iteration 21Q: 3 clusters Score -1338268 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1338296.125000 Penalty: 4669.553711
	Iteration 22Q: 3 clusters Score -1338296 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1338328.625000 Penalty: 4669.553711
	Iteration 23Q: 3 clusters Score -1338329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1338351.125000 Penalty: 4669.553711
	Iteration 24Q: 3 clusters Score -1338351 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1338376.000000 Penalty: 4669.553711
	Iteration 25Q: 3 clusters Score -1338376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1338408.625000 Penalty: 4669.553711
	Iteration 26Q: 3 clusters Score -1338409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1338437.250000 Penalty: 4669.553711
	Iteration 27Q: 3 clusters Score -1338437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1338471.750000 Penalty: 4669.553711
	Iteration 28Q: 3 clusters Score -1338472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1338515.250000 Penalty: 4669.553711
	Iteration 29Q: 3 clusters Score -1338515 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1338544.250000 Penalty: 4669.553711
	Iteration 30Q: 3 clusters Score -1338544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1338587.375000 Penalty: 4669.553711
	Iteration 31Q: 3 clusters Score -1338587 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1338627.500000 Penalty: 4669.553711
	Iteration 32Q: 3 clusters Score -1338628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1338670.875000 Penalty: 4669.553711
	Iteration 33Q: 3 clusters Score -1338671 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1338713.625000 Penalty: 4669.553711
	Iteration 34Q: 3 clusters Score -1338714 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1338747.375000 Penalty: 4669.553711
	Iteration 35Q: 3 clusters Score -1338747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1338788.375000 Penalty: 4669.553711
	Iteration 36Q: 3 clusters Score -1338788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1338827.500000 Penalty: 4669.553711
	Iteration 37Q: 3 clusters Score -1338828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1338861.250000 Penalty: 4669.553711
	Iteration 38Q: 3 clusters Score -1338861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1338892.250000 Penalty: 4669.553711
	Iteration 39Q: 3 clusters Score -1338892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1338918.875000 Penalty: 4669.553711
	Iteration 40F: 3 clusters Score -1338919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1338952.750000 Penalty: 4669.553711
	Iteration 41Q: 3 clusters Score -1338953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1338974.875000 Penalty: 4669.553711
	Iteration 42Q: 3 clusters Score -1338975 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1338992.750000 Penalty: 4669.553711
	Iteration 43Q: 3 clusters Score -1338993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1339017.625000 Penalty: 4669.553711
	Iteration 44Q: 3 clusters Score -1339018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1339047.875000 Penalty: 4669.553711
	Iteration 45Q: 3 clusters Score -1339048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1339076.000000 Penalty: 4669.553711
	Iteration 46Q: 3 clusters Score -1339076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1339105.125000 Penalty: 4669.553711
	Iteration 47Q: 3 clusters Score -1339105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1339127.875000 Penalty: 4669.553711
	Iteration 48Q: 3 clusters Score -1339128 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1339167.250000 Penalty: 4669.553711
	Iteration 49Q: 3 clusters Score -1339167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1339219.000000 Penalty: 4669.553711
	Iteration 50Q: 3 clusters Score -1339219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1339307.750000 Penalty: 4669.553711
	Iteration 51Q: 3 clusters Score -1339308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1339378.625000 Penalty: 4669.553711
	Iteration 52Q: 3 clusters Score -1339379 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1339437.625000 Penalty: 4669.553711
	Iteration 53Q: 3 clusters Score -1339438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1339483.500000 Penalty: 4669.553711
	Iteration 54Q: 3 clusters Score -1339484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1339527.625000 Penalty: 4669.553711
	Iteration 55Q: 3 clusters Score -1339528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1339565.375000 Penalty: 4669.553711
	Iteration 56Q: 3 clusters Score -1339565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1339597.875000 Penalty: 4669.553711
	Iteration 57Q: 3 clusters Score -1339598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1339639.875000 Penalty: 4669.553711
	Iteration 58Q: 3 clusters Score -1339640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1339673.125000 Penalty: 4669.553711
	Iteration 59Q: 3 clusters Score -1339673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1339695.000000 Penalty: 4669.553711
	Iteration 60F: 3 clusters Score -1339695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1339714.375000 Penalty: 4669.553711
	Iteration 61Q: 3 clusters Score -1339714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1339730.125000 Penalty: 4669.553711
	Iteration 62Q: 3 clusters Score -1339730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1339739.750000 Penalty: 4669.553711
	Iteration 63Q: 3 clusters Score -1339740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1339744.375000 Penalty: 4669.553711
	Iteration 64Q: 3 clusters Score -1339744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1339746.125000 Penalty: 4669.553711
	Iteration 65Q: 3 clusters Score -1339746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1339748.500000 Penalty: 4669.553711
	Iteration 66Q: 3 clusters Score -1339748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1339747.000000 Penalty: 4669.553711
	Iteration 67Q: 3 clusters Score -1339747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1339745.000000 Penalty: 4669.553711
	Iteration 68Q: 3 clusters Score -1339745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1339747.625000 Penalty: 4669.553711
	Iteration 69Q: 3 clusters Score -1339748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1339747.625000 Penalty: 4669.553711
	Iteration 70Q: 3 clusters Score -1339748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1339746.625000 Penalty: 4669.553711
	Iteration 71Q: 3 clusters Score -1339747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1339749.250000 Penalty: 4669.553711
	Iteration 72Q: 3 clusters Score -1339749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1339752.000000 Penalty: 4669.553711
	Iteration 73Q: 3 clusters Score -1339752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1339755.625000 Penalty: 4669.553711
	Iteration 74Q: 3 clusters Score -1339756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1339756.750000 Penalty: 4669.553711
	Iteration 75Q: 3 clusters Score -1339757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1339759.875000 Penalty: 4669.553711
	Iteration 76Q: 3 clusters Score -1339760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1339759.875000 Penalty: 4669.553711
	Iteration 77Q: 3 clusters Score -1339760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1339760.000000 Penalty: 4669.553711
	Iteration 78Q: 3 clusters Score -1339760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1339763.250000 Penalty: 4669.553711
	Iteration 79Q: 3 clusters Score -1339763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1339768.875000 Penalty: 4669.553711
	Iteration 80F: 3 clusters Score -1339769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1339772.875000 Penalty: 4669.553711
	Iteration 81Q: 3 clusters Score -1339773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1339775.375000 Penalty: 4669.553711
	Iteration 82Q: 3 clusters Score -1339775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1339778.750000 Penalty: 4669.553711
	Iteration 83Q: 3 clusters Score -1339779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1339778.250000 Penalty: 4669.553711
	Iteration 84Q: 3 clusters Score -1339778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1339777.000000 Penalty: 4669.553711
	Iteration 85Q: 3 clusters Score -1339777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1339780.000000 Penalty: 4669.553711
	Iteration 86Q: 3 clusters Score -1339780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1339778.625000 Penalty: 4669.553711
	Iteration 87Q: 3 clusters Score -1339779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1339780.625000 Penalty: 4669.553711
	Iteration 88Q: 3 clusters Score -1339781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1339780.250000 Penalty: 4669.553711
	Iteration 89Q: 3 clusters Score -1339780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1339780.250000 Penalty: 4669.553711
	Iteration 90F: 3 clusters Score -1339780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Entering Unmasked Estep 
Score: -921767.125000 Penalty: 2233.735840
	Iteration 0F: 2 clusters Score -921767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -915295.312500 Penalty: 4467.471680
	Iteration 0F: 3 clusters Score -915295.3 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -917015.500000 Penalty: 4467.471680
	Iteration 1F: 3 clusters Score -917015.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -917250.750000 Penalty: 4467.471680
	Iteration 2F: 3 clusters Score -917250.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -917385.625000 Penalty: 4467.471680
	Iteration 3Q: 3 clusters Score -917385.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -917477.000000 Penalty: 4467.471680
	Iteration 4Q: 3 clusters Score -917477 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -917564.750000 Penalty: 4467.471680
	Iteration 5Q: 3 clusters Score -917564.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -917645.750000 Penalty: 4467.471680
	Iteration 6Q: 3 clusters Score -917645.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -917703.250000 Penalty: 4467.471680
	Iteration 7Q: 3 clusters Score -917703.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -917756.937500 Penalty: 4467.471680
	Iteration 8Q: 3 clusters Score -917756.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -917803.062500 Penalty: 4467.471680
	Iteration 9Q: 3 clusters Score -917803.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -917846.250000 Penalty: 4467.471680
	Iteration 10Q: 3 clusters Score -917846.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -917895.187500 Penalty: 4467.471680
	Iteration 11Q: 3 clusters Score -917895.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -917934.062500 Penalty: 4467.471680
	Iteration 12Q: 3 clusters Score -917934.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -917971.562500 Penalty: 4467.471680
	Iteration 13Q: 3 clusters Score -917971.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -918023.937500 Penalty: 4467.471680
	Iteration 14Q: 3 clusters Score -918023.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -918072.375000 Penalty: 4467.471680
	Iteration 15Q: 3 clusters Score -918072.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -918113.500000 Penalty: 4467.471680
	Iteration 16Q: 3 clusters Score -918113.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -918164.562500 Penalty: 4467.471680
	Iteration 17Q: 3 clusters Score -918164.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -918222.437500 Penalty: 4467.471680
	Iteration 18Q: 3 clusters Score -918222.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -918312.000000 Penalty: 4467.471680
	Iteration 19Q: 3 clusters Score -918312 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -918408.687500 Penalty: 4467.471680
	Iteration 20F: 3 clusters Score -918408.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -918561.250000 Penalty: 4467.471680
	Iteration 21Q: 3 clusters Score -918561.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -918722.437500 Penalty: 4467.471680
	Iteration 22Q: 3 clusters Score -918722.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -918921.812500 Penalty: 4467.471680
	Iteration 23Q: 3 clusters Score -918921.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -919116.312500 Penalty: 4467.471680
	Iteration 24Q: 3 clusters Score -919116.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -919274.062500 Penalty: 4467.471680
	Iteration 25Q: 3 clusters Score -919274.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -919401.937500 Penalty: 4467.471680
	Iteration 26Q: 3 clusters Score -919401.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -919520.312500 Penalty: 4467.471680
	Iteration 27Q: 3 clusters Score -919520.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -919615.812500 Penalty: 4467.471680
	Iteration 28Q: 3 clusters Score -919615.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -919693.312500 Penalty: 4467.471680
	Iteration 29Q: 3 clusters Score -919693.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -919739.812500 Penalty: 4467.471680
	Iteration 30Q: 3 clusters Score -919739.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -919765.000000 Penalty: 4467.471680
	Iteration 31Q: 3 clusters Score -919765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -919784.375000 Penalty: 4467.471680
	Iteration 32Q: 3 clusters Score -919784.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -919801.500000 Penalty: 4467.471680
	Iteration 33Q: 3 clusters Score -919801.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -919819.000000 Penalty: 4467.471680
	Iteration 34Q: 3 clusters Score -919819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -919837.625000 Penalty: 4467.471680
	Iteration 35Q: 3 clusters Score -919837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -919852.625000 Penalty: 4467.471680
	Iteration 36Q: 3 clusters Score -919852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -919862.500000 Penalty: 4467.471680
	Iteration 37Q: 3 clusters Score -919862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -919866.625000 Penalty: 4467.471680
	Iteration 38Q: 3 clusters Score -919866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -919870.750000 Penalty: 4467.471680
	Iteration 39Q: 3 clusters Score -919870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -919880.937500 Penalty: 4467.471680
	Iteration 40F: 3 clusters Score -919880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -919884.562500 Penalty: 4467.471680
	Iteration 41Q: 3 clusters Score -919884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -919887.437500 Penalty: 4467.471680
	Iteration 42Q: 3 clusters Score -919887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -919887.437500 Penalty: 4467.471680
	Iteration 43F: 3 clusters Score -919887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Entering Unmasked Estep 
Score: -6966821.500000 Penalty: 2722.860107
	Iteration 0F: 2 clusters Score -6966822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6927414.000000 Penalty: 5445.720215
	Iteration 0F: 3 clusters Score -6927414 nChanged 27106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6942569.000000 Penalty: 5445.720215
	Iteration 1F: 3 clusters Score -6942569 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -6943243.000000 Penalty: 5445.720215
	Iteration 2Q: 3 clusters Score -6943243 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -6943990.000000 Penalty: 5445.720215
	Iteration 3Q: 3 clusters Score -6943990 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6944939.500000 Penalty: 5445.720215
	Iteration 4Q: 3 clusters Score -6944940 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -6946265.000000 Penalty: 5445.720215
	Iteration 5Q: 3 clusters Score -6946265 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -6948445.000000 Penalty: 5445.720215
	Iteration 6F: 3 clusters Score -6948445 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -6951605.500000 Penalty: 5445.720215
	Iteration 7F: 3 clusters Score -6951606 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -6955373.000000 Penalty: 5445.720215
	Iteration 8F: 3 clusters Score -6955373 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6959015.000000 Penalty: 5445.720215
	Iteration 9F: 3 clusters Score -6959015 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6961539.500000 Penalty: 5445.720215
	Iteration 10Q: 3 clusters Score -6961540 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -6962940.000000 Penalty: 5445.720215
	Iteration 11Q: 3 clusters Score -6962940 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6963737.000000 Penalty: 5445.720215
	Iteration 12Q: 3 clusters Score -6963737 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -6964096.000000 Penalty: 5445.720215
	Iteration 13Q: 3 clusters Score -6964096 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -6964318.500000 Penalty: 5445.720215
	Iteration 14Q: 3 clusters Score -6964318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -6964455.000000 Penalty: 5445.720215
	Iteration 15Q: 3 clusters Score -6964455 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -6964558.500000 Penalty: 5445.720215
	Iteration 16Q: 3 clusters Score -6964558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -6964583.500000 Penalty: 5445.720215
	Iteration 17Q: 3 clusters Score -6964584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -6964617.500000 Penalty: 5445.720215
	Iteration 18Q: 3 clusters Score -6964618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -6964699.500000 Penalty: 5445.720215
	Iteration 19Q: 3 clusters Score -6964700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6964743.500000 Penalty: 5445.720215
	Iteration 20F: 3 clusters Score -6964744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6964753.500000 Penalty: 5445.720215
	Iteration 21Q: 3 clusters Score -6964754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -6964774.500000 Penalty: 5445.720215
	Iteration 22Q: 3 clusters Score -6964774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -6964777.000000 Penalty: 5445.720215
	Iteration 23Q: 3 clusters Score -6964777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6964781.000000 Penalty: 5445.720215
	Iteration 24Q: 3 clusters Score -6964781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -6964783.000000 Penalty: 5445.720215
	Iteration 25Q: 3 clusters Score -6964783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -6964794.500000 Penalty: 5445.720215
	Iteration 26Q: 3 clusters Score -6964794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -6964798.000000 Penalty: 5445.720215
	Iteration 27Q: 3 clusters Score -6964798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -6964816.500000 Penalty: 5445.720215
	Iteration 28Q: 3 clusters Score -6964816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -6964824.000000 Penalty: 5445.720215
	Iteration 29Q: 3 clusters Score -6964824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -6964815.000000 Penalty: 5445.720215
	Iteration 30Q: 3 clusters Score -6964815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -6964812.000000 Penalty: 5445.720215
	Iteration 31Q: 3 clusters Score -6964812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -6964821.000000 Penalty: 5445.720215
	Iteration 32Q: 3 clusters Score -6964821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -6964814.500000 Penalty: 5445.720215
	Iteration 33Q: 3 clusters Score -6964814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -6964833.000000 Penalty: 5445.720215
	Iteration 34Q: 3 clusters Score -6964833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -6964835.500000 Penalty: 5445.720215
	Iteration 35Q: 3 clusters Score -6964836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -6964828.500000 Penalty: 5445.720215
	Iteration 36Q: 3 clusters Score -6964828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -6964838.000000 Penalty: 5445.720215
	Iteration 37Q: 3 clusters Score -6964838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -6964847.500000 Penalty: 5445.720215
	Iteration 38Q: 3 clusters Score -6964848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -6964846.500000 Penalty: 5445.720215
	Iteration 39Q: 3 clusters Score -6964846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -6964844.500000 Penalty: 5445.720215
	Iteration 40F: 3 clusters Score -6964844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -6964849.500000 Penalty: 5445.720215
	Iteration 41Q: 3 clusters Score -6964850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -6964853.000000 Penalty: 5445.720215
	Iteration 42Q: 3 clusters Score -6964853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -6964847.500000 Penalty: 5445.720215
	Iteration 43Q: 3 clusters Score -6964848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -6964849.000000 Penalty: 5445.720215
	Iteration 44Q: 3 clusters Score -6964849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -6964847.000000 Penalty: 5445.720215
	Iteration 45Q: 3 clusters Score -6964847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -6964847.000000 Penalty: 5445.720215
	Iteration 46F: 3 clusters Score -6964847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Entering Unmasked Estep 
Score: -966502.625000 Penalty: 2241.455811
	Iteration 0F: 2 clusters Score -966502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -959811.500000 Penalty: 4482.911621
	Iteration 0F: 3 clusters Score -959811.5 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -961740.500000 Penalty: 4482.911621
	Iteration 1F: 3 clusters Score -961740.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -962135.937500 Penalty: 4482.911621
	Iteration 2F: 3 clusters Score -962135.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -962534.812500 Penalty: 4482.911621
	Iteration 3F: 3 clusters Score -962534.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -962898.687500 Penalty: 4482.911621
	Iteration 4F: 3 clusters Score -962898.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -963239.687500 Penalty: 4482.911621
	Iteration 5F: 3 clusters Score -963239.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -963542.500000 Penalty: 4482.911621
	Iteration 6F: 3 clusters Score -963542.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -963775.250000 Penalty: 4482.911621
	Iteration 7Q: 3 clusters Score -963775.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -963915.312500 Penalty: 4482.911621
	Iteration 8Q: 3 clusters Score -963915.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -964006.500000 Penalty: 4482.911621
	Iteration 9Q: 3 clusters Score -964006.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -964060.250000 Penalty: 4482.911621
	Iteration 10Q: 3 clusters Score -964060.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -964104.062500 Penalty: 4482.911621
	Iteration 11Q: 3 clusters Score -964104.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -964138.750000 Penalty: 4482.911621
	Iteration 12Q: 3 clusters Score -964138.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -964169.125000 Penalty: 4482.911621
	Iteration 13Q: 3 clusters Score -964169.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -964199.062500 Penalty: 4482.911621
	Iteration 14Q: 3 clusters Score -964199.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -964225.375000 Penalty: 4482.911621
	Iteration 15Q: 3 clusters Score -964225.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -964247.375000 Penalty: 4482.911621
	Iteration 16Q: 3 clusters Score -964247.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -964266.312500 Penalty: 4482.911621
	Iteration 17Q: 3 clusters Score -964266.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -964285.875000 Penalty: 4482.911621
	Iteration 18Q: 3 clusters Score -964285.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -964305.312500 Penalty: 4482.911621
	Iteration 19Q: 3 clusters Score -964305.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -964318.875000 Penalty: 4482.911621
	Iteration 20F: 3 clusters Score -964318.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -964321.187500 Penalty: 4482.911621
	Iteration 21Q: 3 clusters Score -964321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -964330.000000 Penalty: 4482.911621
	Iteration 22Q: 3 clusters Score -964330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -964337.437500 Penalty: 4482.911621
	Iteration 23Q: 3 clusters Score -964337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -964341.625000 Penalty: 4482.911621
	Iteration 24Q: 3 clusters Score -964341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -964347.062500 Penalty: 4482.911621
	Iteration 25Q: 3 clusters Score -964347.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -964357.000000 Penalty: 4482.911621
	Iteration 26Q: 3 clusters Score -964357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -964359.937500 Penalty: 4482.911621
	Iteration 27Q: 3 clusters Score -964359.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -964371.125000 Penalty: 4482.911621
	Iteration 28Q: 3 clusters Score -964371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -964379.562500 Penalty: 4482.911621
	Iteration 29Q: 3 clusters Score -964379.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -964392.312500 Penalty: 4482.911621
	Iteration 30Q: 3 clusters Score -964392.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -964405.125000 Penalty: 4482.911621
	Iteration 31Q: 3 clusters Score -964405.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -964415.875000 Penalty: 4482.911621
	Iteration 32Q: 3 clusters Score -964415.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -964425.750000 Penalty: 4482.911621
	Iteration 33Q: 3 clusters Score -964425.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -964437.375000 Penalty: 4482.911621
	Iteration 34Q: 3 clusters Score -964437.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -964445.875000 Penalty: 4482.911621
	Iteration 35Q: 3 clusters Score -964445.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -964456.062500 Penalty: 4482.911621
	Iteration 36Q: 3 clusters Score -964456.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -964469.187500 Penalty: 4482.911621
	Iteration 37Q: 3 clusters Score -964469.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -964480.312500 Penalty: 4482.911621
	Iteration 38Q: 3 clusters Score -964480.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -964495.500000 Penalty: 4482.911621
	Iteration 39Q: 3 clusters Score -964495.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -964507.562500 Penalty: 4482.911621
	Iteration 40F: 3 clusters Score -964507.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -964523.000000 Penalty: 4482.911621
	Iteration 41Q: 3 clusters Score -964523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -964537.375000 Penalty: 4482.911621
	Iteration 42Q: 3 clusters Score -964537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -964546.187500 Penalty: 4482.911621
	Iteration 43Q: 3 clusters Score -964546.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -964556.812500 Penalty: 4482.911621
	Iteration 44Q: 3 clusters Score -964556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -964563.375000 Penalty: 4482.911621
	Iteration 45Q: 3 clusters Score -964563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -964570.125000 Penalty: 4482.911621
	Iteration 46Q: 3 clusters Score -964570.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -964574.312500 Penalty: 4482.911621
	Iteration 47Q: 3 clusters Score -964574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -964578.812500 Penalty: 4482.911621
	Iteration 48Q: 3 clusters Score -964578.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -964590.750000 Penalty: 4482.911621
	Iteration 49Q: 3 clusters Score -964590.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -964597.875000 Penalty: 4482.911621
	Iteration 50Q: 3 clusters Score -964597.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -964603.937500 Penalty: 4482.911621
	Iteration 51Q: 3 clusters Score -964603.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -964612.437500 Penalty: 4482.911621
	Iteration 52Q: 3 clusters Score -964612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -964617.750000 Penalty: 4482.911621
	Iteration 53Q: 3 clusters Score -964617.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -964625.750000 Penalty: 4482.911621
	Iteration 54Q: 3 clusters Score -964625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -964633.125000 Penalty: 4482.911621
	Iteration 55Q: 3 clusters Score -964633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -964637.187500 Penalty: 4482.911621
	Iteration 56Q: 3 clusters Score -964637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -964645.750000 Penalty: 4482.911621
	Iteration 57Q: 3 clusters Score -964645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -964652.187500 Penalty: 4482.911621
	Iteration 58Q: 3 clusters Score -964652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -964660.375000 Penalty: 4482.911621
	Iteration 59Q: 3 clusters Score -964660.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -964669.437500 Penalty: 4482.911621
	Iteration 60F: 3 clusters Score -964669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -964674.187500 Penalty: 4482.911621
	Iteration 61Q: 3 clusters Score -964674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -964680.187500 Penalty: 4482.911621
	Iteration 62Q: 3 clusters Score -964680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -964682.187500 Penalty: 4482.911621
	Iteration 63Q: 3 clusters Score -964682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -964682.187500 Penalty: 4482.911621
	Iteration 64F: 3 clusters Score -964682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Entering Unmasked Estep 
Score: -6295954.500000 Penalty: 2697.605957
	Iteration 0F: 2 clusters Score -6295954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -6260268.500000 Penalty: 5395.211914
	Iteration 0F: 3 clusters Score -6260268 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6273948.500000 Penalty: 5395.211914
	Iteration 1F: 3 clusters Score -6273948 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -6274548.000000 Penalty: 5395.211914
	Iteration 2Q: 3 clusters Score -6274548 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6275049.000000 Penalty: 5395.211914
	Iteration 3Q: 3 clusters Score -6275049 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6275596.500000 Penalty: 5395.211914
	Iteration 4Q: 3 clusters Score -6275596 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -6276269.500000 Penalty: 5395.211914
	Iteration 5Q: 3 clusters Score -6276270 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6277215.000000 Penalty: 5395.211914
	Iteration 6Q: 3 clusters Score -6277215 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6278533.000000 Penalty: 5395.211914
	Iteration 7Q: 3 clusters Score -6278533 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -6280196.500000 Penalty: 5395.211914
	Iteration 8F: 3 clusters Score -6280196 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -6282162.500000 Penalty: 5395.211914
	Iteration 9F: 3 clusters Score -6282162 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -6284215.500000 Penalty: 5395.211914
	Iteration 10F: 3 clusters Score -6284216 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6286124.500000 Penalty: 5395.211914
	Iteration 11F: 3 clusters Score -6286124 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -6287418.000000 Penalty: 5395.211914
	Iteration 12Q: 3 clusters Score -6287418 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6288154.000000 Penalty: 5395.211914
	Iteration 13Q: 3 clusters Score -6288154 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -6288457.500000 Penalty: 5395.211914
	Iteration 14Q: 3 clusters Score -6288458 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -6288644.000000 Penalty: 5395.211914
	Iteration 15Q: 3 clusters Score -6288644 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6288752.500000 Penalty: 5395.211914
	Iteration 16Q: 3 clusters Score -6288752 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -6288890.500000 Penalty: 5395.211914
	Iteration 17Q: 3 clusters Score -6288890 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6289000.000000 Penalty: 5395.211914
	Iteration 18Q: 3 clusters Score -6289000 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -6289074.000000 Penalty: 5395.211914
	Iteration 19Q: 3 clusters Score -6289074 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6289167.500000 Penalty: 5395.211914
	Iteration 20F: 3 clusters Score -6289168 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6289223.500000 Penalty: 5395.211914
	Iteration 21Q: 3 clusters Score -6289224 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6289294.000000 Penalty: 5395.211914
	Iteration 22Q: 3 clusters Score -6289294 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -6289335.000000 Penalty: 5395.211914
	Iteration 23Q: 3 clusters Score -6289335 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6289346.000000 Penalty: 5395.211914
	Iteration 24Q: 3 clusters Score -6289346 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -6289380.500000 Penalty: 5395.211914
	Iteration 25Q: 3 clusters Score -6289380 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -6289403.000000 Penalty: 5395.211914
	Iteration 26Q: 3 clusters Score -6289403 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6289425.500000 Penalty: 5395.211914
	Iteration 27Q: 3 clusters Score -6289426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -6289452.000000 Penalty: 5395.211914
	Iteration 28Q: 3 clusters Score -6289452 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -6289467.000000 Penalty: 5395.211914
	Iteration 29Q: 3 clusters Score -6289467 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6289491.000000 Penalty: 5395.211914
	Iteration 30Q: 3 clusters Score -6289491 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -6289518.500000 Penalty: 5395.211914
	Iteration 31Q: 3 clusters Score -6289518 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6289541.500000 Penalty: 5395.211914
	Iteration 32Q: 3 clusters Score -6289542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -6289539.500000 Penalty: 5395.211914
	Iteration 33Q: 3 clusters Score -6289540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -6289561.500000 Penalty: 5395.211914
	Iteration 34Q: 3 clusters Score -6289562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -6289570.000000 Penalty: 5395.211914
	Iteration 35Q: 3 clusters Score -6289570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -6289591.500000 Penalty: 5395.211914
	Iteration 36Q: 3 clusters Score -6289592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6289600.500000 Penalty: 5395.211914
	Iteration 37Q: 3 clusters Score -6289600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -6289616.000000 Penalty: 5395.211914
	Iteration 38Q: 3 clusters Score -6289616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -6289616.500000 Penalty: 5395.211914
	Iteration 39Q: 3 clusters Score -6289616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -6289645.000000 Penalty: 5395.211914
	Iteration 40F: 3 clusters Score -6289645 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -6289674.500000 Penalty: 5395.211914
	Iteration 41Q: 3 clusters Score -6289674 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -6289683.000000 Penalty: 5395.211914
	Iteration 42Q: 3 clusters Score -6289683 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6289672.000000 Penalty: 5395.211914
	Iteration 43Q: 3 clusters Score -6289672 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6289704.000000 Penalty: 5395.211914
	Iteration 44Q: 3 clusters Score -6289704 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -6289719.000000 Penalty: 5395.211914
	Iteration 45Q: 3 clusters Score -6289719 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6289755.000000 Penalty: 5395.211914
	Iteration 46Q: 3 clusters Score -6289755 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -6289759.000000 Penalty: 5395.211914
	Iteration 47Q: 3 clusters Score -6289759 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -6289791.000000 Penalty: 5395.211914
	Iteration 48Q: 3 clusters Score -6289791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -6289793.000000 Penalty: 5395.211914
	Iteration 49Q: 3 clusters Score -6289793 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -6289819.500000 Penalty: 5395.211914
	Iteration 50Q: 3 clusters Score -6289820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -6289831.500000 Penalty: 5395.211914
	Iteration 51Q: 3 clusters Score -6289832 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -6289860.000000 Penalty: 5395.211914
	Iteration 52Q: 3 clusters Score -6289860 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6289890.000000 Penalty: 5395.211914
	Iteration 53Q: 3 clusters Score -6289890 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -6289907.500000 Penalty: 5395.211914
	Iteration 54Q: 3 clusters Score -6289908 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -6289926.500000 Penalty: 5395.211914
	Iteration 55Q: 3 clusters Score -6289926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -6289937.000000 Penalty: 5395.211914
	Iteration 56Q: 3 clusters Score -6289937 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6289936.000000 Penalty: 5395.211914
	Iteration 57Q: 3 clusters Score -6289936 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -6289964.000000 Penalty: 5395.211914
	Iteration 58Q: 3 clusters Score -6289964 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6289979.000000 Penalty: 5395.211914
	Iteration 59Q: 3 clusters Score -6289979 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -6290008.000000 Penalty: 5395.211914
	Iteration 60F: 3 clusters Score -6290008 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -6290061.500000 Penalty: 5395.211914
	Iteration 61Q: 3 clusters Score -6290062 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6290100.000000 Penalty: 5395.211914
	Iteration 62Q: 3 clusters Score -6290100 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -6290146.500000 Penalty: 5395.211914
	Iteration 63Q: 3 clusters Score -6290146 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -6290207.000000 Penalty: 5395.211914
	Iteration 64Q: 3 clusters Score -6290207 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -6290258.500000 Penalty: 5395.211914
	Iteration 65Q: 3 clusters Score -6290258 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -6290324.500000 Penalty: 5395.211914
	Iteration 66Q: 3 clusters Score -6290324 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -6290374.500000 Penalty: 5395.211914
	Iteration 67Q: 3 clusters Score -6290374 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -6290416.500000 Penalty: 5395.211914
	Iteration 68Q: 3 clusters Score -6290416 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -6290465.000000 Penalty: 5395.211914
	Iteration 69Q: 3 clusters Score -6290465 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -6290496.500000 Penalty: 5395.211914
	Iteration 70Q: 3 clusters Score -6290496 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6290564.000000 Penalty: 5395.211914
	Iteration 71Q: 3 clusters Score -6290564 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -6290625.000000 Penalty: 5395.211914
	Iteration 72Q: 3 clusters Score -6290625 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -6290694.000000 Penalty: 5395.211914
	Iteration 73Q: 3 clusters Score -6290694 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6290742.500000 Penalty: 5395.211914
	Iteration 74Q: 3 clusters Score -6290742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -6290825.000000 Penalty: 5395.211914
	Iteration 75Q: 3 clusters Score -6290825 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -6290924.500000 Penalty: 5395.211914
	Iteration 76Q: 3 clusters Score -6290924 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6290995.000000 Penalty: 5395.211914
	Iteration 77Q: 3 clusters Score -6290995 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -6291070.500000 Penalty: 5395.211914
	Iteration 78Q: 3 clusters Score -6291070 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6291140.000000 Penalty: 5395.211914
	Iteration 79Q: 3 clusters Score -6291140 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -6291221.000000 Penalty: 5395.211914
	Iteration 80F: 3 clusters Score -6291221 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -6291305.000000 Penalty: 5395.211914
	Iteration 81Q: 3 clusters Score -6291305 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -6291380.500000 Penalty: 5395.211914
	Iteration 82Q: 3 clusters Score -6291380 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -6291458.000000 Penalty: 5395.211914
	Iteration 83Q: 3 clusters Score -6291458 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -6291592.000000 Penalty: 5395.211914
	Iteration 84Q: 3 clusters Score -6291592 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -6291710.000000 Penalty: 5395.211914
	Iteration 85Q: 3 clusters Score -6291710 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -6291793.000000 Penalty: 5395.211914
	Iteration 86Q: 3 clusters Score -6291793 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -6291885.000000 Penalty: 5395.211914
	Iteration 87Q: 3 clusters Score -6291885 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -6291984.500000 Penalty: 5395.211914
	Iteration 88Q: 3 clusters Score -6291984 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6292094.500000 Penalty: 5395.211914
	Iteration 89Q: 3 clusters Score -6292094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -6292187.500000 Penalty: 5395.211914
	Iteration 90Q: 3 clusters Score -6292188 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -6292250.500000 Penalty: 5395.211914
	Iteration 91Q: 3 clusters Score -6292250 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6292306.000000 Penalty: 5395.211914
	Iteration 92Q: 3 clusters Score -6292306 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6292344.000000 Penalty: 5395.211914
	Iteration 93Q: 3 clusters Score -6292344 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -6292423.500000 Penalty: 5395.211914
	Iteration 94Q: 3 clusters Score -6292424 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -6292510.500000 Penalty: 5395.211914
	Iteration 95Q: 3 clusters Score -6292510 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6292590 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6292683.000000 Penalty: 5395.211914
	Iteration 97Q: 3 clusters Score -6292683 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6292812.000000 Penalty: 5395.211914
	Iteration 98Q: 3 clusters Score -6292812 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6292926.000000 Penalty: 5395.211914
	Iteration 99Q: 3 clusters Score -6292926 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6293012.000000 Penalty: 5395.211914
	Iteration 100F: 3 clusters Score -6293012 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6293073.000000 Penalty: 5395.211914
	Iteration 101Q: 3 clusters Score -6293073 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6293153.000000 Penalty: 5395.211914
	Iteration 102Q: 3 clusters Score -6293153 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6293212.000000 Penalty: 5395.211914
	Iteration 103Q: 3 clusters Score -6293212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6293304.000000 Penalty: 5395.211914
	Iteration 104Q: 3 clusters Score -6293304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6293385.000000 Penalty: 5395.211914
	Iteration 105Q: 3 clusters Score -6293385 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -6293419.500000 Penalty: 5395.211914
	Iteration 106Q: 3 clusters Score -6293420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6293480.500000 Penalty: 5395.211914
	Iteration 107Q: 3 clusters Score -6293480 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6293520.500000 Penalty: 5395.211914
	Iteration 108Q: 3 clusters Score -6293520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6293572.000000 Penalty: 5395.211914
	Iteration 109Q: 3 clusters Score -6293572 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -6293634.500000 Penalty: 5395.211914
	Iteration 110Q: 3 clusters Score -6293634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -6293690.000000 Penalty: 5395.211914
	Iteration 111Q: 3 clusters Score -6293690 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -6293725.000000 Penalty: 5395.211914
	Iteration 112Q: 3 clusters Score -6293725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6293753.000000 Penalty: 5395.211914
	Iteration 113Q: 3 clusters Score -6293753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -6293769.000000 Penalty: 5395.211914
	Iteration 114Q: 3 clusters Score -6293769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -6293798.000000 Penalty: 5395.211914
	Iteration 115Q: 3 clusters Score -6293798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6293821.500000 Penalty: 5395.211914
	Iteration 116Q: 3 clusters Score -6293822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -6293848.500000 Penalty: 5395.211914
	Iteration 117Q: 3 clusters Score -6293848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -6293864.000000 Penalty: 5395.211914
	Iteration 118Q: 3 clusters Score -6293864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6293859.000000 Penalty: 5395.211914
	Iteration 119Q: 3 clusters Score -6293859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6293895.500000 Penalty: 5395.211914
	Iteration 120F: 3 clusters Score -6293896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6293927.000000 Penalty: 5395.211914
	Iteration 121Q: 3 clusters Score -6293927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6293946.500000 Penalty: 5395.211914
	Iteration 122Q: 3 clusters Score -6293946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -6293928.000000 Penalty: 5395.211914
	Iteration 123Q: 3 clusters Score -6293928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -6293937.500000 Penalty: 5395.211914
	Iteration 124Q: 3 clusters Score -6293938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -6293951.500000 Penalty: 5395.211914
	Iteration 125Q: 3 clusters Score -6293952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6293964.000000 Penalty: 5395.211914
	Iteration 126Q: 3 clusters Score -6293964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -6293966.500000 Penalty: 5395.211914
	Iteration 127Q: 3 clusters Score -6293966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -6293972.500000 Penalty: 5395.211914
	Iteration 128Q: 3 clusters Score -6293972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6293977.000000 Penalty: 5395.211914
	Iteration 129Q: 3 clusters Score -6293977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6293982.500000 Penalty: 5395.211914
	Iteration 130Q: 3 clusters Score -6293982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6293981.500000 Penalty: 5395.211914
	Iteration 131Q: 3 clusters Score -6293982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6293974.000000 Penalty: 5395.211914
	Iteration 132Q: 3 clusters Score -6293974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -6293976.500000 Penalty: 5395.211914
	Iteration 133Q: 3 clusters Score -6293976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -6293981.000000 Penalty: 5395.211914
	Iteration 134Q: 3 clusters Score -6293981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6293991.000000 Penalty: 5395.211914
	Iteration 135Q: 3 clusters Score -6293991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6293988.000000 Penalty: 5395.211914
	Iteration 136Q: 3 clusters Score -6293988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6293997.500000 Penalty: 5395.211914
	Iteration 137Q: 3 clusters Score -6293998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -6294002.500000 Penalty: 5395.211914
	Iteration 138Q: 3 clusters Score -6294002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -6294001.000000 Penalty: 5395.211914
	Iteration 139Q: 3 clusters Score -6294001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6294001.000000 Penalty: 5395.211914
	Iteration 140F: 3 clusters Score -6294001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6294008.000000 Penalty: 5395.211914
	Iteration 141Q: 3 clusters Score -6294008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6294017.500000 Penalty: 5395.211914
	Iteration 142Q: 3 clusters Score -6294018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6294020.000000 Penalty: 5395.211914
	Iteration 143Q: 3 clusters Score -6294020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -6294013.500000 Penalty: 5395.211914
	Iteration 144Q: 3 clusters Score -6294014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -6294021.000000 Penalty: 5395.211914
	Iteration 145Q: 3 clusters Score -6294021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6294026.000000 Penalty: 5395.211914
	Iteration 146Q: 3 clusters Score -6294026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -6294029.000000 Penalty: 5395.211914
	Iteration 147Q: 3 clusters Score -6294029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -6294028.000000 Penalty: 5395.211914
	Iteration 148Q: 3 clusters Score -6294028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6294024.500000 Penalty: 5395.211914
	Iteration 149Q: 3 clusters Score -6294024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6294030.500000 Penalty: 5395.211914
	Iteration 150Q: 3 clusters Score -6294030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -6294036.500000 Penalty: 5395.211914
	Iteration 151Q: 3 clusters Score -6294036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6294039.000000 Penalty: 5395.211914
	Iteration 152Q: 3 clusters Score -6294039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -6294045.500000 Penalty: 5395.211914
	Iteration 153Q: 3 clusters Score -6294046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -6294052.500000 Penalty: 5395.211914
	Iteration 154Q: 3 clusters Score -6294052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6294055.500000 Penalty: 5395.211914
	Iteration 155Q: 3 clusters Score -6294056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6294069.500000 Penalty: 5395.211914
	Iteration 156Q: 3 clusters Score -6294070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6294070.500000 Penalty: 5395.211914
	Iteration 157Q: 3 clusters Score -6294070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -6294072.500000 Penalty: 5395.211914
	Iteration 158Q: 3 clusters Score -6294072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6294079.000000 Penalty: 5395.211914
	Iteration 159Q: 3 clusters Score -6294079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6294084.500000 Penalty: 5395.211914
	Iteration 160F: 3 clusters Score -6294084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6294091.500000 Penalty: 5395.211914
	Iteration 161Q: 3 clusters Score -6294092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6294093.000000 Penalty: 5395.211914
	Iteration 162Q: 3 clusters Score -6294093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -6294090.000000 Penalty: 5395.211914
	Iteration 163Q: 3 clusters Score -6294090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6294087.000000 Penalty: 5395.211914
	Iteration 164Q: 3 clusters Score -6294087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6294087.000000 Penalty: 5395.211914
	Iteration 165Q: 3 clusters Score -6294087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6294089.000000 Penalty: 5395.211914
	Iteration 166Q: 3 clusters Score -6294089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6294084.000000 Penalty: 5395.211914
	Iteration 167Q: 3 clusters Score -6294084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6294087.000000 Penalty: 5395.211914
	Iteration 168Q: 3 clusters Score -6294087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -6294084.500000 Penalty: 5395.211914
	Iteration 169Q: 3 clusters Score -6294084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -6294085.000000 Penalty: 5395.211914
	Iteration 170Q: 3 clusters Score -6294085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -6294090.500000 Penalty: 5395.211914
	Iteration 171Q: 3 clusters Score -6294090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6294092.000000 Penalty: 5395.211914
	Iteration 172Q: 3 clusters Score -6294092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6294084.500000 Penalty: 5395.211914
	Iteration 173Q: 3 clusters Score -6294084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6294086.000000 Penalty: 5395.211914
	Iteration 174Q: 3 clusters Score -6294086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6294086.500000 Penalty: 5395.211914
	Iteration 175Q: 3 clusters Score -6294086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -6294085.500000 Penalty: 5395.211914
	Iteration 176Q: 3 clusters Score -6294086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6294091.000000 Penalty: 5395.211914
	Iteration 177Q: 3 clusters Score -6294091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -6294096.000000 Penalty: 5395.211914
	Iteration 178Q: 3 clusters Score -6294096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -6294099.000000 Penalty: 5395.211914
	Iteration 179Q: 3 clusters Score -6294099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6294093.000000 Penalty: 5395.211914
	Iteration 180F: 3 clusters Score -6294093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -6294093.000000 Penalty: 5395.211914
	Iteration 181Q: 3 clusters Score -6294093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6294095.000000 Penalty: 5395.211914
	Iteration 182Q: 3 clusters Score -6294095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6294095.000000 Penalty: 5395.211914
	Iteration 183Q: 3 clusters Score -6294095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6294095.000000 Penalty: 5395.211914
	Iteration 184F: 3 clusters Score -6294095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (224986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224986 members 
Entering Unmasked Estep 
Score: -26442382.000000 Penalty: 3056.300781
	Iteration 0F: 2 clusters Score -2.644238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112578 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -26296876.000000 Penalty: 6112.601562
	Iteration 0F: 3 clusters Score -2.629688e+07 nChanged 108407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -26360826.000000 Penalty: 6112.601562
	Iteration 1F: 3 clusters Score -2.636083e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114241 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -26361934.000000 Penalty: 6112.601562
	Iteration 2Q: 3 clusters Score -2.636193e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -26363294.000000 Penalty: 6112.601562
	Iteration 3Q: 3 clusters Score -2.636329e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -26364994.000000 Penalty: 6112.601562
	Iteration 4Q: 3 clusters Score -2.636499e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115802 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -26367718.000000 Penalty: 6112.601562
	Iteration 5Q: 3 clusters Score -2.636772e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -26372158.000000 Penalty: 6112.601562
	Iteration 6Q: 3 clusters Score -2.637216e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -26378062.000000 Penalty: 6112.601562
	Iteration 7F: 3 clusters Score -2.637806e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -26386550.000000 Penalty: 6112.601562
	Iteration 8F: 3 clusters Score -2.638655e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -26395464.000000 Penalty: 6112.601562
	Iteration 9F: 3 clusters Score -2.639546e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116767 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -26403466.000000 Penalty: 6112.601562
	Iteration 10F: 3 clusters Score -2.640347e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -26408594.000000 Penalty: 6112.601562
	Iteration 11Q: 3 clusters Score -2.640859e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -26410972.000000 Penalty: 6112.601562
	Iteration 12Q: 3 clusters Score -2.641097e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -26412096.000000 Penalty: 6112.601562
	Iteration 13Q: 3 clusters Score -2.64121e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -26412740.000000 Penalty: 6112.601562
	Iteration 14Q: 3 clusters Score -2.641274e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -26413354.000000 Penalty: 6112.601562
	Iteration 15Q: 3 clusters Score -2.641335e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 114835 members 
Entering Unmasked Estep 
Score: -26414064.000000 Penalty: 6112.601562
	Iteration 16Q: 3 clusters Score -2.641406e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -26414788.000000 Penalty: 6112.601562
	Iteration 17Q: 3 clusters Score -2.641479e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 118084 members 
Entering Unmasked Estep 
Score: -26415382.000000 Penalty: 6112.601562
	Iteration 18Q: 3 clusters Score -2.641538e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105151 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -26416054.000000 Penalty: 6112.601562
	Iteration 19Q: 3 clusters Score -2.641605e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -26416756.000000 Penalty: 6112.601562
	Iteration 20F: 3 clusters Score -2.641676e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
Score: -26417482.000000 Penalty: 6112.601562
	Iteration 21Q: 3 clusters Score -2.641748e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 125856 members 
Entering Unmasked Estep 
Score: -26418210.000000 Penalty: 6112.601562
	Iteration 22Q: 3 clusters Score -2.641821e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 128140 members 
Entering Unmasked Estep 
Score: -26418914.000000 Penalty: 6112.601562
	Iteration 23Q: 3 clusters Score -2.641891e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 130471 members 
Entering Unmasked Estep 
Score: -26419820.000000 Penalty: 6112.601562
	Iteration 24Q: 3 clusters Score -2.641982e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 132852 members 
Entering Unmasked Estep 
Score: -26420454.000000 Penalty: 6112.601562
	Iteration 25Q: 3 clusters Score -2.642045e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 135254 members 
Entering Unmasked Estep 
Score: -26421158.000000 Penalty: 6112.601562
	Iteration 26Q: 3 clusters Score -2.642116e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -26422054.000000 Penalty: 6112.601562
	Iteration 27Q: 3 clusters Score -2.642205e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -26422658.000000 Penalty: 6112.601562
	Iteration 28Q: 3 clusters Score -2.642266e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -26423236.000000 Penalty: 6112.601562
	Iteration 29Q: 3 clusters Score -2.642324e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -26423756.000000 Penalty: 6112.601562
	Iteration 30Q: 3 clusters Score -2.642376e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -26424258.000000 Penalty: 6112.601562
	Iteration 31Q: 3 clusters Score -2.642426e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 150154 members 
Entering Unmasked Estep 
Score: -26424950.000000 Penalty: 6112.601562
	Iteration 32Q: 3 clusters Score -2.642495e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -26425704.000000 Penalty: 6112.601562
	Iteration 33Q: 3 clusters Score -2.64257e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 155553 members 
Entering Unmasked Estep 
Score: -26426388.000000 Penalty: 6112.601562
	Iteration 34Q: 3 clusters Score -2.642639e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -26426976.000000 Penalty: 6112.601562
	Iteration 35Q: 3 clusters Score -2.642698e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 161502 members 
Entering Unmasked Estep 
Score: -26427790.000000 Penalty: 6112.601562
	Iteration 36Q: 3 clusters Score -2.642779e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -26428494.000000 Penalty: 6112.601562
	Iteration 37Q: 3 clusters Score -2.642849e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 168082 members 
Entering Unmasked Estep 
Score: -26429144.000000 Penalty: 6112.601562
	Iteration 38Q: 3 clusters Score -2.642914e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -26429896.000000 Penalty: 6112.601562
	Iteration 39Q: 3 clusters Score -2.64299e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -26430654.000000 Penalty: 6112.601562
	Iteration 40F: 3 clusters Score -2.643065e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 178618 members 
Entering Unmasked Estep 
Score: -26431574.000000 Penalty: 6112.601562
	Iteration 41Q: 3 clusters Score -2.643157e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 182210 members 
Entering Unmasked Estep 
Score: -26432478.000000 Penalty: 6112.601562
	Iteration 42Q: 3 clusters Score -2.643248e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 185711 members 
Entering Unmasked Estep 
Score: -26433218.000000 Penalty: 6112.601562
	Iteration 43Q: 3 clusters Score -2.643322e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 189153 members 
Entering Unmasked Estep 
Score: -26433978.000000 Penalty: 6112.601562
	Iteration 44Q: 3 clusters Score -2.643398e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 192618 members 
Entering Unmasked Estep 
Score: -26434576.000000 Penalty: 6112.601562
	Iteration 45Q: 3 clusters Score -2.643458e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 195905 members 
Entering Unmasked Estep 
Score: -26435304.000000 Penalty: 6112.601562
	Iteration 46Q: 3 clusters Score -2.64353e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 199072 members 
Entering Unmasked Estep 
Score: -26435962.000000 Penalty: 6112.601562
	Iteration 47Q: 3 clusters Score -2.643596e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 202103 members 
Entering Unmasked Estep 
Score: -26436498.000000 Penalty: 6112.601562
	Iteration 48Q: 3 clusters Score -2.64365e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 204946 members 
Entering Unmasked Estep 
Score: -26437052.000000 Penalty: 6112.601562
	Iteration 49Q: 3 clusters Score -2.643705e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 207473 members 
Entering Unmasked Estep 
Score: -26437672.000000 Penalty: 6112.601562
	Iteration 50Q: 3 clusters Score -2.643767e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 209772 members 
Entering Unmasked Estep 
Score: -26437964.000000 Penalty: 6112.601562
	Iteration 51Q: 3 clusters Score -2.643796e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 211761 members 
Entering Unmasked Estep 
Score: -26438340.000000 Penalty: 6112.601562
	Iteration 52Q: 3 clusters Score -2.643834e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 213537 members 
Entering Unmasked Estep 
Score: -26438738.000000 Penalty: 6112.601562
	Iteration 53Q: 3 clusters Score -2.643874e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 215128 members 
Entering Unmasked Estep 
Score: -26439014.000000 Penalty: 6112.601562
	Iteration 54Q: 3 clusters Score -2.643901e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 216428 members 
Entering Unmasked Estep 
Score: -26439288.000000 Penalty: 6112.601562
	Iteration 55Q: 3 clusters Score -2.643929e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 217601 members 
Entering Unmasked Estep 
Score: -26439548.000000 Penalty: 6112.601562
	Iteration 56Q: 3 clusters Score -2.643955e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 218598 members 
Entering Unmasked Estep 
Score: -26439820.000000 Penalty: 6112.601562
	Iteration 57Q: 3 clusters Score -2.643982e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 219383 members 
Entering Unmasked Estep 
Score: -26439996.000000 Penalty: 6112.601562
	Iteration 58Q: 3 clusters Score -2.644e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 220005 members 
Entering Unmasked Estep 
Score: -26440026.000000 Penalty: 6112.601562
	Iteration 59Q: 3 clusters Score -2.644003e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 220461 members 
Entering Unmasked Estep 
Score: -26440132.000000 Penalty: 6112.601562
	Iteration 60F: 3 clusters Score -2.644013e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 220938 members 
Entering Unmasked Estep 
Score: -26440204.000000 Penalty: 6112.601562
	Iteration 61Q: 3 clusters Score -2.64402e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 221339 members 
Entering Unmasked Estep 
Score: -26440198.000000 Penalty: 6112.601562
	Iteration 62Q: 3 clusters Score -2.64402e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 221652 members 
Entering Unmasked Estep 
Score: -26440232.000000 Penalty: 6112.601562
	Iteration 63Q: 3 clusters Score -2.644023e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 221879 members 
Entering Unmasked Estep 
Score: -26440236.000000 Penalty: 6112.601562
	Iteration 64Q: 3 clusters Score -2.644024e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 222069 members 
Entering Unmasked Estep 
Score: -26440274.000000 Penalty: 6112.601562
	Iteration 65Q: 3 clusters Score -2.644027e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 222232 members 
Entering Unmasked Estep 
Score: -26440344.000000 Penalty: 6112.601562
	Iteration 66Q: 3 clusters Score -2.644034e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 222353 members 
Entering Unmasked Estep 
Score: -26440348.000000 Penalty: 6112.601562
	Iteration 67Q: 3 clusters Score -2.644035e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 222463 members 
Entering Unmasked Estep 
Score: -26440354.000000 Penalty: 6112.601562
	Iteration 68Q: 3 clusters Score -2.644035e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 222558 members 
Entering Unmasked Estep 
Score: -26440350.000000 Penalty: 6112.601562
	Iteration 69Q: 3 clusters Score -2.644035e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 222655 members 
Entering Unmasked Estep 
Score: -26440358.000000 Penalty: 6112.601562
	Iteration 70Q: 3 clusters Score -2.644036e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 222735 members 
Entering Unmasked Estep 
Score: -26440352.000000 Penalty: 6112.601562
	Iteration 71Q: 3 clusters Score -2.644035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 222806 members 
Entering Unmasked Estep 
Score: -26440346.000000 Penalty: 6112.601562
	Iteration 72Q: 3 clusters Score -2.644035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 222861 members 
Entering Unmasked Estep 
Score: -26440318.000000 Penalty: 6112.601562
	Iteration 73Q: 3 clusters Score -2.644032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 222909 members 
Entering Unmasked Estep 
Score: -26440280.000000 Penalty: 6112.601562
	Iteration 74Q: 3 clusters Score -2.644028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 222949 members 
Entering Unmasked Estep 
Score: -26440296.000000 Penalty: 6112.601562
	Iteration 75Q: 3 clusters Score -2.64403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 222986 members 
Entering Unmasked Estep 
Score: -26440314.000000 Penalty: 6112.601562
	Iteration 76Q: 3 clusters Score -2.644031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 223023 members 
Entering Unmasked Estep 
Score: -26440292.000000 Penalty: 6112.601562
	Iteration 77Q: 3 clusters Score -2.644029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 223049 members 
Entering Unmasked Estep 
Score: -26440308.000000 Penalty: 6112.601562
	Iteration 78Q: 3 clusters Score -2.644031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 223070 members 
Entering Unmasked Estep 
Score: -26440322.000000 Penalty: 6112.601562
	Iteration 79Q: 3 clusters Score -2.644032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 223085 members 
Entering Unmasked Estep 
Score: -26440332.000000 Penalty: 6112.601562
	Iteration 80F: 3 clusters Score -2.644033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 223097 members 
Entering Unmasked Estep 
Score: -26440332.000000 Penalty: 6112.601562
	Iteration 81Q: 3 clusters Score -2.644033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 223110 members 
Entering Unmasked Estep 
Score: -26440328.000000 Penalty: 6112.601562
	Iteration 82Q: 3 clusters Score -2.644033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 223121 members 
Entering Unmasked Estep 
Score: -26440294.000000 Penalty: 6112.601562
	Iteration 83Q: 3 clusters Score -2.644029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 223136 members 
Entering Unmasked Estep 
Score: -26440302.000000 Penalty: 6112.601562
	Iteration 84Q: 3 clusters Score -2.64403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 223153 members 
Entering Unmasked Estep 
Score: -26440302.000000 Penalty: 6112.601562
	Iteration 85Q: 3 clusters Score -2.64403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223166 members 
Entering Unmasked Estep 
Score: -26440280.000000 Penalty: 6112.601562
	Iteration 86Q: 3 clusters Score -2.644028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 223178 members 
Entering Unmasked Estep 
Score: -26440318.000000 Penalty: 6112.601562
	Iteration 87Q: 3 clusters Score -2.644032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 223193 members 
Entering Unmasked Estep 
Score: -26440298.000000 Penalty: 6112.601562
	Iteration 88Q: 3 clusters Score -2.64403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 223205 members 
Entering Unmasked Estep 
Score: -26440286.000000 Penalty: 6112.601562
	Iteration 89Q: 3 clusters Score -2.644029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 223216 members 
Entering Unmasked Estep 
Score: -26440314.000000 Penalty: 6112.601562
	Iteration 90Q: 3 clusters Score -2.644031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 223224 members 
Entering Unmasked Estep 
Score: -26440308.000000 Penalty: 6112.601562
	Iteration 91Q: 3 clusters Score -2.644031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 223233 members 
Entering Unmasked Estep 
Score: -26440258.000000 Penalty: 6112.601562
	Iteration 92Q: 3 clusters Score -2.644026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 223239 members 
Entering Unmasked Estep 
Score: -26440260.000000 Penalty: 6112.601562
	Iteration 93Q: 3 clusters Score -2.644026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 223249 members 
Entering Unmasked Estep 
Score: -26440270.000000 Penalty: 6112.601562
	Iteration 94Q: 3 clusters Score -2.644027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 223254 members 
Entering Unmasked Estep 
Score: -26440266.000000 Penalty: 6112.601562
	Iteration 95Q: 3 clusters Score -2.644027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 223262 members 
Entering Unmasked Estep 
Score: -26440268.000000 Penalty: 6112.601562
	Iteration 96Q: 3 clusters Score -2.644027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 223265 members 
Entering Unmasked Estep 
Score: -26440280.000000 Penalty: 6112.601562
	Iteration 97Q: 3 clusters Score -2.644028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 223264 members 
Entering Unmasked Estep 
Score: -26440284.000000 Penalty: 6112.601562
	Iteration 98Q: 3 clusters Score -2.644028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 223264 members 
Entering Unmasked Estep 
Score: -26440284.000000 Penalty: 6112.601562
	Iteration 99F: 3 clusters Score -2.644028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Entering Unmasked Estep 
Score: -2213616.500000 Penalty: 2444.113281
	Iteration 0F: 2 clusters Score -2213616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2200178.250000 Penalty: 4888.226562
	Iteration 0F: 3 clusters Score -2200178 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2204703.750000 Penalty: 4888.226562
	Iteration 1F: 3 clusters Score -2204704 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2205244.750000 Penalty: 4888.226562
	Iteration 2F: 3 clusters Score -2205245 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2205767.000000 Penalty: 4888.226562
	Iteration 3F: 3 clusters Score -2205767 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2206313.750000 Penalty: 4888.226562
	Iteration 4F: 3 clusters Score -2206314 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2206928.750000 Penalty: 4888.226562
	Iteration 5F: 3 clusters Score -2206929 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2207594.000000 Penalty: 4888.226562
	Iteration 6F: 3 clusters Score -2207594 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2208270.000000 Penalty: 4888.226562
	Iteration 7F: 3 clusters Score -2208270 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2208962.250000 Penalty: 4888.226562
	Iteration 8Q: 3 clusters Score -2208962 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2209622.000000 Penalty: 4888.226562
	Iteration 9Q: 3 clusters Score -2209622 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2210155.250000 Penalty: 4888.226562
	Iteration 10Q: 3 clusters Score -2210155 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2210519.500000 Penalty: 4888.226562
	Iteration 11Q: 3 clusters Score -2210520 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2210781.000000 Penalty: 4888.226562
	Iteration 12Q: 3 clusters Score -2210781 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2210958.250000 Penalty: 4888.226562
	Iteration 13Q: 3 clusters Score -2210958 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2211078.500000 Penalty: 4888.226562
	Iteration 14Q: 3 clusters Score -2211078 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2211174.500000 Penalty: 4888.226562
	Iteration 15Q: 3 clusters Score -2211174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2211243.250000 Penalty: 4888.226562
	Iteration 16Q: 3 clusters Score -2211243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2211305.250000 Penalty: 4888.226562
	Iteration 17Q: 3 clusters Score -2211305 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2211357.000000 Penalty: 4888.226562
	Iteration 18Q: 3 clusters Score -2211357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2211399.500000 Penalty: 4888.226562
	Iteration 19Q: 3 clusters Score -2211400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2211461.250000 Penalty: 4888.226562
	Iteration 20F: 3 clusters Score -2211461 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2211510.750000 Penalty: 4888.226562
	Iteration 21Q: 3 clusters Score -2211511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2211545.500000 Penalty: 4888.226562
	Iteration 22Q: 3 clusters Score -2211546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2211570.750000 Penalty: 4888.226562
	Iteration 23Q: 3 clusters Score -2211571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2211597.750000 Penalty: 4888.226562
	Iteration 24Q: 3 clusters Score -2211598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2211625.250000 Penalty: 4888.226562
	Iteration 25Q: 3 clusters Score -2211625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2211658.250000 Penalty: 4888.226562
	Iteration 26Q: 3 clusters Score -2211658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2211682.000000 Penalty: 4888.226562
	Iteration 27Q: 3 clusters Score -2211682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2211706.500000 Penalty: 4888.226562
	Iteration 28Q: 3 clusters Score -2211706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2211733.000000 Penalty: 4888.226562
	Iteration 29Q: 3 clusters Score -2211733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2211753.500000 Penalty: 4888.226562
	Iteration 30Q: 3 clusters Score -2211754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2211756.250000 Penalty: 4888.226562
	Iteration 31Q: 3 clusters Score -2211756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2211767.500000 Penalty: 4888.226562
	Iteration 32Q: 3 clusters Score -2211768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2211776.500000 Penalty: 4888.226562
	Iteration 33Q: 3 clusters Score -2211776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2211775.500000 Penalty: 4888.226562
	Iteration 34Q: 3 clusters Score -2211776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2211779.500000 Penalty: 4888.226562
	Iteration 35Q: 3 clusters Score -2211780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2211777.750000 Penalty: 4888.226562
	Iteration 36Q: 3 clusters Score -2211778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2211778.750000 Penalty: 4888.226562
	Iteration 37Q: 3 clusters Score -2211779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2211776.000000 Penalty: 4888.226562
	Iteration 38Q: 3 clusters Score -2211776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2211777.750000 Penalty: 4888.226562
	Iteration 39Q: 3 clusters Score -2211778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2211779.000000 Penalty: 4888.226562
	Iteration 40F: 3 clusters Score -2211779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2211779.750000 Penalty: 4888.226562
	Iteration 41Q: 3 clusters Score -2211780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2211780.750000 Penalty: 4888.226562
	Iteration 42Q: 3 clusters Score -2211781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2211780.500000 Penalty: 4888.226562
	Iteration 43Q: 3 clusters Score -2211780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2211780.500000 Penalty: 4888.226562
	Iteration 44F: 3 clusters Score -2211780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -225012.421875 Penalty: 1880.013550
	Iteration 0F: 2 clusters Score -225012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -222379.031250 Penalty: 3760.027100
	Iteration 0F: 3 clusters Score -222379 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -222828.656250 Penalty: 3760.027100
	Iteration 1F: 3 clusters Score -222828.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222949.593750 Penalty: 3760.027100
	Iteration 2F: 3 clusters Score -222949.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -223007.390625 Penalty: 3760.027100
	Iteration 3Q: 3 clusters Score -223007.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223038.828125 Penalty: 3760.027100
	Iteration 4Q: 3 clusters Score -223038.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223054.328125 Penalty: 3760.027100
	Iteration 5Q: 3 clusters Score -223054.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223061.671875 Penalty: 3760.027100
	Iteration 6Q: 3 clusters Score -223061.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223073.406250 Penalty: 3760.027100
	Iteration 7Q: 3 clusters Score -223073.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223082.000000 Penalty: 3760.027100
	Iteration 8Q: 3 clusters Score -223082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223092.687500 Penalty: 3760.027100
	Iteration 9Q: 3 clusters Score -223092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223104.437500 Penalty: 3760.027100
	Iteration 10Q: 3 clusters Score -223104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -223113.500000 Penalty: 3760.027100
	Iteration 11Q: 3 clusters Score -223113.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -223124.484375 Penalty: 3760.027100
	Iteration 12Q: 3 clusters Score -223124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223132.078125 Penalty: 3760.027100
	Iteration 13Q: 3 clusters Score -223132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223138.750000 Penalty: 3760.027100
	Iteration 14Q: 3 clusters Score -223138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -223143.156250 Penalty: 3760.027100
	Iteration 15Q: 3 clusters Score -223143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223145.375000 Penalty: 3760.027100
	Iteration 16Q: 3 clusters Score -223145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223145.781250 Penalty: 3760.027100
	Iteration 17Q: 3 clusters Score -223145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223147.671875 Penalty: 3760.027100
	Iteration 18Q: 3 clusters Score -223147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -223147.593750 Penalty: 3760.027100
	Iteration 19Q: 3 clusters Score -223147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -223147.593750 Penalty: 3760.027100
	Iteration 20F: 3 clusters Score -223147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (337876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337876 members 
Entering Unmasked Estep 
Score: -39441524.000000 Penalty: 3157.147705
	Iteration 0F: 2 clusters Score -3.944152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 168707 members 
Entering Unmasked Estep 
Score: -39234336.000000 Penalty: 6314.295410
	Iteration 0F: 3 clusters Score -3.923434e+07 nChanged 164261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176370 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -39331072.000000 Penalty: 6314.295410
	Iteration 1F: 3 clusters Score -3.933107e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180922 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -39332660.000000 Penalty: 6314.295410
	Iteration 2Q: 3 clusters Score -3.933266e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188003 members 
Mstep: Class 2 contains 149873 members 
Entering Unmasked Estep 
Score: -39334920.000000 Penalty: 6314.295410
	Iteration 3Q: 3 clusters Score -3.933492e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198764 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -39339248.000000 Penalty: 6314.295410
	Iteration 4Q: 3 clusters Score -3.933925e+07 nChanged 16598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214560 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -39347308.000000 Penalty: 6314.295410
	Iteration 5Q: 3 clusters Score -3.934731e+07 nChanged 22297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236439 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -39360700.000000 Penalty: 6314.295410
	Iteration 6F: 3 clusters Score -3.93607e+07 nChanged 27318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263615 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -39382248.000000 Penalty: 6314.295410
	Iteration 7F: 3 clusters Score -3.938225e+07 nChanged 28549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292138 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -39408748.000000 Penalty: 6314.295410
	Iteration 8F: 3 clusters Score -3.940875e+07 nChanged 23145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315283 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -39429228.000000 Penalty: 6314.295410
	Iteration 9F: 3 clusters Score -3.942923e+07 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328582 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -39435660.000000 Penalty: 6314.295410
	Iteration 10Q: 3 clusters Score -3.943566e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334432 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -39437540.000000 Penalty: 6314.295410
	Iteration 11Q: 3 clusters Score -3.943754e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336580 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -39438232.000000 Penalty: 6314.295410
	Iteration 12Q: 3 clusters Score -3.943823e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337251 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39438580.000000 Penalty: 6314.295410
	Iteration 13Q: 3 clusters Score -3.943858e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337454 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39438616.000000 Penalty: 6314.295410
	Iteration 14Q: 3 clusters Score -3.943862e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337526 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39438696.000000 Penalty: 6314.295410
	Iteration 15Q: 3 clusters Score -3.94387e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337563 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -39438712.000000 Penalty: 6314.295410
	Iteration 16Q: 3 clusters Score -3.943871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337576 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39438744.000000 Penalty: 6314.295410
	Iteration 17Q: 3 clusters Score -3.943874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337582 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39438776.000000 Penalty: 6314.295410
	Iteration 18Q: 3 clusters Score -3.943878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337583 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39438792.000000 Penalty: 6314.295410
	Iteration 19Q: 3 clusters Score -3.943879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337581 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39438780.000000 Penalty: 6314.295410
	Iteration 20F: 3 clusters Score -3.943878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337583 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39438812.000000 Penalty: 6314.295410
	Iteration 21Q: 3 clusters Score -3.943881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337584 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39438808.000000 Penalty: 6314.295410
	Iteration 22Q: 3 clusters Score -3.943881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337584 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39438808.000000 Penalty: 6314.295410
	Iteration 23F: 3 clusters Score -3.943881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -280608.000000 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -280608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -277637.437500 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -277637.4 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -278208.000000 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -278208 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -278374.125000 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -278374.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -278483.750000 Penalty: 3888.990234
	Iteration 3Q: 3 clusters Score -278483.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -278579.312500 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -278579.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278669.968750 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -278670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -278731.187500 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -278731.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -278796.875000 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -278796.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -278861.218750 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -278861.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -278911.562500 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -278911.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -278962.562500 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -278962.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -279007.250000 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -279007.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -279039.875000 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -279039.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -279068.906250 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -279068.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -279092.250000 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -279092.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -279114.812500 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -279114.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -279132.312500 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -279132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -279146.343750 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -279146.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -279156.875000 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -279156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -279166.437500 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -279166.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -279173.250000 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -279173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -279183.937500 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -279183.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -279192.343750 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -279192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -279200.875000 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -279200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -279208.125000 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -279208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -279216.281250 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -279216.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -279227.843750 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -279227.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -279236.093750 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -279236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -279238.375000 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -279238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -279239.531250 Penalty: 3888.990234
	Iteration 29Q: 3 clusters Score -279239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -279240.562500 Penalty: 3888.990234
	Iteration 30Q: 3 clusters Score -279240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -279242.000000 Penalty: 3888.990234
	Iteration 31Q: 3 clusters Score -279242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -279243.625000 Penalty: 3888.990234
	Iteration 32Q: 3 clusters Score -279243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -279246.687500 Penalty: 3888.990234
	Iteration 33Q: 3 clusters Score -279246.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -279247.343750 Penalty: 3888.990234
	Iteration 34Q: 3 clusters Score -279247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -279247.343750 Penalty: 3888.990234
	Iteration 35F: 3 clusters Score -279247.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Entering Unmasked Estep 
Score: -6237999.500000 Penalty: 2697.423340
	Iteration 0F: 2 clusters Score -6238000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6202449.500000 Penalty: 5394.846680
	Iteration 0F: 3 clusters Score -6202450 nChanged 24348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -6216349.500000 Penalty: 5394.846680
	Iteration 1F: 3 clusters Score -6216350 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6217428.000000 Penalty: 5394.846680
	Iteration 2Q: 3 clusters Score -6217428 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -6218959.000000 Penalty: 5394.846680
	Iteration 3F: 3 clusters Score -6218959 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6221229.500000 Penalty: 5394.846680
	Iteration 4F: 3 clusters Score -6221230 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -6224406.500000 Penalty: 5394.846680
	Iteration 5F: 3 clusters Score -6224406 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -6228417.000000 Penalty: 5394.846680
	Iteration 6F: 3 clusters Score -6228417 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6232004.500000 Penalty: 5394.846680
	Iteration 7F: 3 clusters Score -6232004 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6234067.500000 Penalty: 5394.846680
	Iteration 8Q: 3 clusters Score -6234068 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -6234986.000000 Penalty: 5394.846680
	Iteration 9Q: 3 clusters Score -6234986 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -6235328.500000 Penalty: 5394.846680
	Iteration 10Q: 3 clusters Score -6235328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -6235461.500000 Penalty: 5394.846680
	Iteration 11Q: 3 clusters Score -6235462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -6235537.000000 Penalty: 5394.846680
	Iteration 12Q: 3 clusters Score -6235537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -6235581.000000 Penalty: 5394.846680
	Iteration 13Q: 3 clusters Score -6235581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -6235604.500000 Penalty: 5394.846680
	Iteration 14Q: 3 clusters Score -6235604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -6235626.500000 Penalty: 5394.846680
	Iteration 15Q: 3 clusters Score -6235626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6235632.500000 Penalty: 5394.846680
	Iteration 16Q: 3 clusters Score -6235632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6235638.000000 Penalty: 5394.846680
	Iteration 17Q: 3 clusters Score -6235638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -6235648.500000 Penalty: 5394.846680
	Iteration 18Q: 3 clusters Score -6235648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -6235655.500000 Penalty: 5394.846680
	Iteration 19Q: 3 clusters Score -6235656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -6235669.500000 Penalty: 5394.846680
	Iteration 20F: 3 clusters Score -6235670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -6235684.500000 Penalty: 5394.846680
	Iteration 21Q: 3 clusters Score -6235684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -6235686.000000 Penalty: 5394.846680
	Iteration 22Q: 3 clusters Score -6235686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -6235689.500000 Penalty: 5394.846680
	Iteration 23Q: 3 clusters Score -6235690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -6235698.000000 Penalty: 5394.846680
	Iteration 24Q: 3 clusters Score -6235698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -6235700.000000 Penalty: 5394.846680
	Iteration 25Q: 3 clusters Score -6235700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -6235700.000000 Penalty: 5394.846680
	Iteration 26F: 3 clusters Score -6235700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Entering Unmasked Estep 
Score: -9657651.000000 Penalty: 2808.705566
	Iteration 0F: 2 clusters Score -9657651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -9602053.000000 Penalty: 5617.411133
	Iteration 0F: 3 clusters Score -9602053 nChanged 38968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -9624751.000000 Penalty: 5617.411133
	Iteration 1F: 3 clusters Score -9624751 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9626086.000000 Penalty: 5617.411133
	Iteration 2Q: 3 clusters Score -9626086 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -9627962.000000 Penalty: 5617.411133
	Iteration 3Q: 3 clusters Score -9627962 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -9630609.000000 Penalty: 5617.411133
	Iteration 4F: 3 clusters Score -9630609 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -9634124.000000 Penalty: 5617.411133
	Iteration 5F: 3 clusters Score -9634124 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -9638479.000000 Penalty: 5617.411133
	Iteration 6F: 3 clusters Score -9638479 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -9642858.000000 Penalty: 5617.411133
	Iteration 7F: 3 clusters Score -9642858 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -9646772.000000 Penalty: 5617.411133
	Iteration 8F: 3 clusters Score -9646772 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -9649801.000000 Penalty: 5617.411133
	Iteration 9Q: 3 clusters Score -9649801 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -9651940.000000 Penalty: 5617.411133
	Iteration 10Q: 3 clusters Score -9651940 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -9653399.000000 Penalty: 5617.411133
	Iteration 11Q: 3 clusters Score -9653399 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9654141.000000 Penalty: 5617.411133
	Iteration 12Q: 3 clusters Score -9654141 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9654708.000000 Penalty: 5617.411133
	Iteration 13Q: 3 clusters Score -9654708 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9655063.000000 Penalty: 5617.411133
	Iteration 14Q: 3 clusters Score -9655063 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9655370.000000 Penalty: 5617.411133
	Iteration 15Q: 3 clusters Score -9655370 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9655533.000000 Penalty: 5617.411133
	Iteration 16Q: 3 clusters Score -9655533 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9655604.000000 Penalty: 5617.411133
	Iteration 17Q: 3 clusters Score -9655604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9655684.000000 Penalty: 5617.411133
	Iteration 18Q: 3 clusters Score -9655684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9655745.000000 Penalty: 5617.411133
	Iteration 19Q: 3 clusters Score -9655745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9655777.000000 Penalty: 5617.411133
	Iteration 20F: 3 clusters Score -9655777 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9655813.000000 Penalty: 5617.411133
	Iteration 21Q: 3 clusters Score -9655813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9655858.000000 Penalty: 5617.411133
	Iteration 22Q: 3 clusters Score -9655858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9655879.000000 Penalty: 5617.411133
	Iteration 23Q: 3 clusters Score -9655879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9655903.000000 Penalty: 5617.411133
	Iteration 24Q: 3 clusters Score -9655903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9655906.000000 Penalty: 5617.411133
	Iteration 25Q: 3 clusters Score -9655906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9655907.000000 Penalty: 5617.411133
	Iteration 26Q: 3 clusters Score -9655907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9655918.000000 Penalty: 5617.411133
	Iteration 27Q: 3 clusters Score -9655918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9655909.000000 Penalty: 5617.411133
	Iteration 28Q: 3 clusters Score -9655909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9655926.000000 Penalty: 5617.411133
	Iteration 29Q: 3 clusters Score -9655926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9655936.000000 Penalty: 5617.411133
	Iteration 30Q: 3 clusters Score -9655936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9655925.000000 Penalty: 5617.411133
	Iteration 31Q: 3 clusters Score -9655925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9655940.000000 Penalty: 5617.411133
	Iteration 32Q: 3 clusters Score -9655940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9655937.000000 Penalty: 5617.411133
	Iteration 33Q: 3 clusters Score -9655937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9655937.000000 Penalty: 5617.411133
	Iteration 34Q: 3 clusters Score -9655937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9655933.000000 Penalty: 5617.411133
	Iteration 35Q: 3 clusters Score -9655933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9655936.000000 Penalty: 5617.411133
	Iteration 36Q: 3 clusters Score -9655936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9655941.000000 Penalty: 5617.411133
	Iteration 37Q: 3 clusters Score -9655941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9655942.000000 Penalty: 5617.411133
	Iteration 38Q: 3 clusters Score -9655942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9655942.000000 Penalty: 5617.411133
	Iteration 39Q: 3 clusters Score -9655942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9655935.000000 Penalty: 5617.411133
	Iteration 40F: 3 clusters Score -9655935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9655935.000000 Penalty: 5617.411133
	Iteration 41Q: 3 clusters Score -9655935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9655947.000000 Penalty: 5617.411133
	Iteration 42Q: 3 clusters Score -9655947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9655944.000000 Penalty: 5617.411133
	Iteration 43Q: 3 clusters Score -9655944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9655951.000000 Penalty: 5617.411133
	Iteration 44Q: 3 clusters Score -9655951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9655950.000000 Penalty: 5617.411133
	Iteration 45Q: 3 clusters Score -9655950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9655948.000000 Penalty: 5617.411133
	Iteration 46Q: 3 clusters Score -9655948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9655953.000000 Penalty: 5617.411133
	Iteration 47Q: 3 clusters Score -9655953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9655951.000000 Penalty: 5617.411133
	Iteration 48Q: 3 clusters Score -9655951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9655955.000000 Penalty: 5617.411133
	Iteration 49Q: 3 clusters Score -9655955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9655954.000000 Penalty: 5617.411133
	Iteration 50Q: 3 clusters Score -9655954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9655957.000000 Penalty: 5617.411133
	Iteration 51Q: 3 clusters Score -9655957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9655949.000000 Penalty: 5617.411133
	Iteration 52Q: 3 clusters Score -9655949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9655957.000000 Penalty: 5617.411133
	Iteration 53Q: 3 clusters Score -9655957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9655957.000000 Penalty: 5617.411133
	Iteration 54F: 3 clusters Score -9655957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Entering Unmasked Estep 
Score: -10994447.000000 Penalty: 2836.551025
	Iteration 0F: 2 clusters Score -1.099445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -10932187.000000 Penalty: 5673.102051
	Iteration 0F: 3 clusters Score -1.093219e+07 nChanged 43925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -10956930.000000 Penalty: 5673.102051
	Iteration 1F: 3 clusters Score -1.095693e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -10957610.000000 Penalty: 5673.102051
	Iteration 2Q: 3 clusters Score -1.095761e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -10958197.000000 Penalty: 5673.102051
	Iteration 3Q: 3 clusters Score -1.09582e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -10958929.000000 Penalty: 5673.102051
	Iteration 4Q: 3 clusters Score -1.095893e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -10959966.000000 Penalty: 5673.102051
	Iteration 5Q: 3 clusters Score -1.095997e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -10961411.000000 Penalty: 5673.102051
	Iteration 6Q: 3 clusters Score -1.096141e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -10963802.000000 Penalty: 5673.102051
	Iteration 7F: 3 clusters Score -1.09638e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -10967825.000000 Penalty: 5673.102051
	Iteration 8F: 3 clusters Score -1.096782e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -10973556.000000 Penalty: 5673.102051
	Iteration 9F: 3 clusters Score -1.097356e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -10980079.000000 Penalty: 5673.102051
	Iteration 10F: 3 clusters Score -1.098008e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -10985461.000000 Penalty: 5673.102051
	Iteration 11F: 3 clusters Score -1.098546e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -10988564.000000 Penalty: 5673.102051
	Iteration 12Q: 3 clusters Score -1.098856e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -10990109.000000 Penalty: 5673.102051
	Iteration 13Q: 3 clusters Score -1.099011e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -10990888.000000 Penalty: 5673.102051
	Iteration 14Q: 3 clusters Score -1.099089e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -10991299.000000 Penalty: 5673.102051
	Iteration 15Q: 3 clusters Score -1.09913e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -10991598.000000 Penalty: 5673.102051
	Iteration 16Q: 3 clusters Score -1.09916e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10991819.000000 Penalty: 5673.102051
	Iteration 17Q: 3 clusters Score -1.099182e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10991954.000000 Penalty: 5673.102051
	Iteration 18Q: 3 clusters Score -1.099195e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -10992080.000000 Penalty: 5673.102051
	Iteration 19Q: 3 clusters Score -1.099208e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10992200.000000 Penalty: 5673.102051
	Iteration 20F: 3 clusters Score -1.09922e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -10992279.000000 Penalty: 5673.102051
	Iteration 21Q: 3 clusters Score -1.099228e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10992337.000000 Penalty: 5673.102051
	Iteration 22Q: 3 clusters Score -1.099234e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10992380.000000 Penalty: 5673.102051
	Iteration 23Q: 3 clusters Score -1.099238e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10992391.000000 Penalty: 5673.102051
	Iteration 24Q: 3 clusters Score -1.099239e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -10992452.000000 Penalty: 5673.102051
	Iteration 25Q: 3 clusters Score -1.099245e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10992466.000000 Penalty: 5673.102051
	Iteration 26Q: 3 clusters Score -1.099247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10992496.000000 Penalty: 5673.102051
	Iteration 27Q: 3 clusters Score -1.09925e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10992506.000000 Penalty: 5673.102051
	Iteration 28Q: 3 clusters Score -1.099251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10992561.000000 Penalty: 5673.102051
	Iteration 29Q: 3 clusters Score -1.099256e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10992553.000000 Penalty: 5673.102051
	Iteration 30Q: 3 clusters Score -1.099255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10992566.000000 Penalty: 5673.102051
	Iteration 31Q: 3 clusters Score -1.099257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10992578.000000 Penalty: 5673.102051
	Iteration 32Q: 3 clusters Score -1.099258e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -10992599.000000 Penalty: 5673.102051
	Iteration 33Q: 3 clusters Score -1.09926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10992624.000000 Penalty: 5673.102051
	Iteration 34Q: 3 clusters Score -1.099262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10992636.000000 Penalty: 5673.102051
	Iteration 35Q: 3 clusters Score -1.099264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90914 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10992640.000000 Penalty: 5673.102051
	Iteration 36Q: 3 clusters Score -1.099264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10992663.000000 Penalty: 5673.102051
	Iteration 37Q: 3 clusters Score -1.099266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10992657.000000 Penalty: 5673.102051
	Iteration 38Q: 3 clusters Score -1.099266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10992668.000000 Penalty: 5673.102051
	Iteration 39Q: 3 clusters Score -1.099267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10992665.000000 Penalty: 5673.102051
	Iteration 40F: 3 clusters Score -1.099266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10992667.000000 Penalty: 5673.102051
	Iteration 41Q: 3 clusters Score -1.099267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10992671.000000 Penalty: 5673.102051
	Iteration 42Q: 3 clusters Score -1.099267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10992666.000000 Penalty: 5673.102051
	Iteration 43Q: 3 clusters Score -1.099267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10992672.000000 Penalty: 5673.102051
	Iteration 44Q: 3 clusters Score -1.099267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10992667.000000 Penalty: 5673.102051
	Iteration 45Q: 3 clusters Score -1.099267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10992655.000000 Penalty: 5673.102051
	Iteration 46Q: 3 clusters Score -1.099266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10992658.000000 Penalty: 5673.102051
	Iteration 47Q: 3 clusters Score -1.099266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10992665.000000 Penalty: 5673.102051
	Iteration 48Q: 3 clusters Score -1.099266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10992663.000000 Penalty: 5673.102051
	Iteration 49Q: 3 clusters Score -1.099266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10992665.000000 Penalty: 5673.102051
	Iteration 50Q: 3 clusters Score -1.099266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10992669.000000 Penalty: 5673.102051
	Iteration 51Q: 3 clusters Score -1.099267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10992672.000000 Penalty: 5673.102051
	Iteration 52Q: 3 clusters Score -1.099267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10992683.000000 Penalty: 5673.102051
	Iteration 53Q: 3 clusters Score -1.099268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10992680.000000 Penalty: 5673.102051
	Iteration 54Q: 3 clusters Score -1.099268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10992681.000000 Penalty: 5673.102051
	Iteration 55Q: 3 clusters Score -1.099268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10992685.000000 Penalty: 5673.102051
	Iteration 56Q: 3 clusters Score -1.099268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10992685.000000 Penalty: 5673.102051
	Iteration 57F: 3 clusters Score -1.099268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (204109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204109 members 
Entering Unmasked Estep 
Score: -24033288.000000 Penalty: 3032.149658
	Iteration 0F: 2 clusters Score -2.403329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -23898672.000000 Penalty: 6064.299316
	Iteration 0F: 3 clusters Score -2.389867e+07 nChanged 98061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -23956482.000000 Penalty: 6064.299316
	Iteration 1F: 3 clusters Score -2.395648e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -23957694.000000 Penalty: 6064.299316
	Iteration 2Q: 3 clusters Score -2.395769e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -23959982.000000 Penalty: 6064.299316
	Iteration 3Q: 3 clusters Score -2.395998e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -23963662.000000 Penalty: 6064.299316
	Iteration 4Q: 3 clusters Score -2.396366e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 136304 members 
Entering Unmasked Estep 
Score: -23970960.000000 Penalty: 6064.299316
	Iteration 5F: 3 clusters Score -2.397096e+07 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -23984076.000000 Penalty: 6064.299316
	Iteration 6F: 3 clusters Score -2.398408e+07 nChanged 18828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 171347 members 
Entering Unmasked Estep 
Score: -24001296.000000 Penalty: 6064.299316
	Iteration 7F: 3 clusters Score -2.40013e+07 nChanged 16179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 187486 members 
Entering Unmasked Estep 
Score: -24016846.000000 Penalty: 6064.299316
	Iteration 8F: 3 clusters Score -2.401685e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 197187 members 
Entering Unmasked Estep 
Score: -24025744.000000 Penalty: 6064.299316
	Iteration 9Q: 3 clusters Score -2.402574e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 201374 members 
Entering Unmasked Estep 
Score: -24029182.000000 Penalty: 6064.299316
	Iteration 10Q: 3 clusters Score -2.402918e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 202752 members 
Entering Unmasked Estep 
Score: -24030262.000000 Penalty: 6064.299316
	Iteration 11Q: 3 clusters Score -2.403026e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 203220 members 
Entering Unmasked Estep 
Score: -24030590.000000 Penalty: 6064.299316
	Iteration 12Q: 3 clusters Score -2.403059e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 203388 members 
Entering Unmasked Estep 
Score: -24030798.000000 Penalty: 6064.299316
	Iteration 13Q: 3 clusters Score -2.40308e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 203445 members 
Entering Unmasked Estep 
Score: -24030962.000000 Penalty: 6064.299316
	Iteration 14Q: 3 clusters Score -2.403096e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 203458 members 
Entering Unmasked Estep 
Score: -24031054.000000 Penalty: 6064.299316
	Iteration 15Q: 3 clusters Score -2.403105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 203460 members 
Entering Unmasked Estep 
Score: -24031094.000000 Penalty: 6064.299316
	Iteration 16Q: 3 clusters Score -2.403109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 203463 members 
Entering Unmasked Estep 
Score: -24031110.000000 Penalty: 6064.299316
	Iteration 17Q: 3 clusters Score -2.403111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 203455 members 
Entering Unmasked Estep 
Score: -24031176.000000 Penalty: 6064.299316
	Iteration 18Q: 3 clusters Score -2.403118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 203446 members 
Entering Unmasked Estep 
Score: -24031202.000000 Penalty: 6064.299316
	Iteration 19Q: 3 clusters Score -2.40312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 203432 members 
Entering Unmasked Estep 
Score: -24031220.000000 Penalty: 6064.299316
	Iteration 20F: 3 clusters Score -2.403122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 203422 members 
Entering Unmasked Estep 
Score: -24031246.000000 Penalty: 6064.299316
	Iteration 21Q: 3 clusters Score -2.403125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 203424 members 
Entering Unmasked Estep 
Score: -24031296.000000 Penalty: 6064.299316
	Iteration 22Q: 3 clusters Score -2.40313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 203426 members 
Entering Unmasked Estep 
Score: -24031290.000000 Penalty: 6064.299316
	Iteration 23Q: 3 clusters Score -2.403129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 203427 members 
Entering Unmasked Estep 
Score: -24031258.000000 Penalty: 6064.299316
	Iteration 24Q: 3 clusters Score -2.403126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -24031268.000000 Penalty: 6064.299316
	Iteration 25Q: 3 clusters Score -2.403127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 203412 members 
Entering Unmasked Estep 
Score: -24031272.000000 Penalty: 6064.299316
	Iteration 26Q: 3 clusters Score -2.403127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 203409 members 
Entering Unmasked Estep 
Score: -24031296.000000 Penalty: 6064.299316
	Iteration 27Q: 3 clusters Score -2.40313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 203405 members 
Entering Unmasked Estep 
Score: -24031310.000000 Penalty: 6064.299316
	Iteration 28Q: 3 clusters Score -2.403131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 203407 members 
Entering Unmasked Estep 
Score: -24031324.000000 Penalty: 6064.299316
	Iteration 29Q: 3 clusters Score -2.403132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203408 members 
Entering Unmasked Estep 
Score: -24031328.000000 Penalty: 6064.299316
	Iteration 30Q: 3 clusters Score -2.403133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203408 members 
Entering Unmasked Estep 
Score: -24031332.000000 Penalty: 6064.299316
	Iteration 31Q: 3 clusters Score -2.403133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 203406 members 
Entering Unmasked Estep 
Score: -24031336.000000 Penalty: 6064.299316
	Iteration 32Q: 3 clusters Score -2.403134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 203404 members 
Entering Unmasked Estep 
Score: -24031338.000000 Penalty: 6064.299316
	Iteration 33Q: 3 clusters Score -2.403134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 203402 members 
Entering Unmasked Estep 
Score: -24031328.000000 Penalty: 6064.299316
	Iteration 34Q: 3 clusters Score -2.403133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 203401 members 
Entering Unmasked Estep 
Score: -24031342.000000 Penalty: 6064.299316
	Iteration 35Q: 3 clusters Score -2.403134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 203401 members 
Entering Unmasked Estep 
Score: -24031342.000000 Penalty: 6064.299316
	Iteration 36F: 3 clusters Score -2.403134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -470612.968750 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -470613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -466584.593750 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -466584.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -467495.750000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -467495.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -467704.937500 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -467704.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -467836.468750 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -467836.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -467931.937500 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -467931.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -467997.906250 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -467997.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -468067.031250 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -468067 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -468158.875000 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -468158.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -468274.375000 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -468274.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -468411.031250 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -468411 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -468591.250000 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -468591.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -468833.312500 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -468833.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -469139.000000 Penalty: 4142.632812
	Iteration 12F: 3 clusters Score -469139 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -469380.750000 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -469380.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -469582.500000 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -469582.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -469783.187500 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -469783.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -469954.125000 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -469954.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -470066.593750 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -470066.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -470132.343750 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -470132.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -470166.218750 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -470166.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -470199.343750 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -470199.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -470221.562500 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -470221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -470226.437500 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -470226.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -470231.906250 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -470231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -470235.437500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -470235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -470236.562500 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -470236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -470237.312500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -470237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -470238.937500 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -470238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -470239.406250 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -470239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -470239.031250 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -470239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -470239.000000 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -470239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -470239.656250 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -470239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -470240.000000 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -470240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -470241.000000 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -470241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -470241.000000 Penalty: 4142.632812
	Iteration 34F: 3 clusters Score -470241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Entering Unmasked Estep 
Score: -7832710.000000 Penalty: 2762.195068
	Iteration 0F: 2 clusters Score -7832710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -7786442.000000 Penalty: 5524.390137
	Iteration 0F: 3 clusters Score -7786442 nChanged 32259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -7804636.000000 Penalty: 5524.390137
	Iteration 1F: 3 clusters Score -7804636 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -7805248.000000 Penalty: 5524.390137
	Iteration 2Q: 3 clusters Score -7805248 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -7805922.000000 Penalty: 5524.390137
	Iteration 3Q: 3 clusters Score -7805922 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -7806776.000000 Penalty: 5524.390137
	Iteration 4Q: 3 clusters Score -7806776 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -7808031.500000 Penalty: 5524.390137
	Iteration 5Q: 3 clusters Score -7808032 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -7809756.000000 Penalty: 5524.390137
	Iteration 6F: 3 clusters Score -7809756 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -7812362.500000 Penalty: 5524.390137
	Iteration 7F: 3 clusters Score -7812362 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -7815887.000000 Penalty: 5524.390137
	Iteration 8F: 3 clusters Score -7815887 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -7819920.000000 Penalty: 5524.390137
	Iteration 9F: 3 clusters Score -7819920 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -7823780.500000 Penalty: 5524.390137
	Iteration 10F: 3 clusters Score -7823780 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -7826832.500000 Penalty: 5524.390137
	Iteration 11Q: 3 clusters Score -7826832 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -7828560.000000 Penalty: 5524.390137
	Iteration 12Q: 3 clusters Score -7828560 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -7829412.000000 Penalty: 5524.390137
	Iteration 13Q: 3 clusters Score -7829412 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -7829859.500000 Penalty: 5524.390137
	Iteration 14Q: 3 clusters Score -7829860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -7830101.500000 Penalty: 5524.390137
	Iteration 15Q: 3 clusters Score -7830102 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -7830278.500000 Penalty: 5524.390137
	Iteration 16Q: 3 clusters Score -7830278 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -7830392.500000 Penalty: 5524.390137
	Iteration 17Q: 3 clusters Score -7830392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -7830452.500000 Penalty: 5524.390137
	Iteration 18Q: 3 clusters Score -7830452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -7830486.000000 Penalty: 5524.390137
	Iteration 19Q: 3 clusters Score -7830486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -7830508.000000 Penalty: 5524.390137
	Iteration 20F: 3 clusters Score -7830508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -7830524.000000 Penalty: 5524.390137
	Iteration 21Q: 3 clusters Score -7830524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -7830527.000000 Penalty: 5524.390137
	Iteration 22Q: 3 clusters Score -7830527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -7830534.500000 Penalty: 5524.390137
	Iteration 23Q: 3 clusters Score -7830534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -7830543.000000 Penalty: 5524.390137
	Iteration 24Q: 3 clusters Score -7830543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -7830540.500000 Penalty: 5524.390137
	Iteration 25Q: 3 clusters Score -7830540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -7830544.500000 Penalty: 5524.390137
	Iteration 26Q: 3 clusters Score -7830544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -7830555.000000 Penalty: 5524.390137
	Iteration 27Q: 3 clusters Score -7830555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -7830551.500000 Penalty: 5524.390137
	Iteration 28Q: 3 clusters Score -7830552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -7830551.500000 Penalty: 5524.390137
	Iteration 29F: 3 clusters Score -7830552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 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 230 members 
Entering Unmasked Estep 
Score: -48704.804688 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48704.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48946.792969 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48946.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49057.437500 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -49057.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49087.179688 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -49087.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49104.187500 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49104.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49107.738281 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49107.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49119.539062 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49119.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49127.484375 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49127.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49132.511719 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49132.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49134.945312 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -49134.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49141.742188 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -49141.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49151.789062 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -49151.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49163.785156 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -49163.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49167.402344 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -49167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49167.402344 Penalty: 3084.425781
	Iteration 14F: 3 clusters Score -49167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Entering Unmasked Estep 
Score: -3706766.750000 Penalty: 2566.855225
	Iteration 0F: 2 clusters Score -3706767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3685356.500000 Penalty: 5133.710449
	Iteration 0F: 3 clusters Score -3685356 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3692975.000000 Penalty: 5133.710449
	Iteration 1F: 3 clusters Score -3692975 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3693436.000000 Penalty: 5133.710449
	Iteration 2Q: 3 clusters Score -3693436 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3693821.500000 Penalty: 5133.710449
	Iteration 3Q: 3 clusters Score -3693822 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3694171.000000 Penalty: 5133.710449
	Iteration 4Q: 3 clusters Score -3694171 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3694523.250000 Penalty: 5133.710449
	Iteration 5Q: 3 clusters Score -3694523 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3694880.000000 Penalty: 5133.710449
	Iteration 6Q: 3 clusters Score -3694880 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3695276.000000 Penalty: 5133.710449
	Iteration 7Q: 3 clusters Score -3695276 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3695644.000000 Penalty: 5133.710449
	Iteration 8Q: 3 clusters Score -3695644 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3696111.250000 Penalty: 5133.710449
	Iteration 9Q: 3 clusters Score -3696111 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3696639.750000 Penalty: 5133.710449
	Iteration 10Q: 3 clusters Score -3696640 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3697258.500000 Penalty: 5133.710449
	Iteration 11Q: 3 clusters Score -3697258 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3697996.250000 Penalty: 5133.710449
	Iteration 12Q: 3 clusters Score -3697996 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3698832.750000 Penalty: 5133.710449
	Iteration 13Q: 3 clusters Score -3698833 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3699602.250000 Penalty: 5133.710449
	Iteration 14Q: 3 clusters Score -3699602 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3700144.000000 Penalty: 5133.710449
	Iteration 15Q: 3 clusters Score -3700144 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3700452.250000 Penalty: 5133.710449
	Iteration 16Q: 3 clusters Score -3700452 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3700620.250000 Penalty: 5133.710449
	Iteration 17Q: 3 clusters Score -3700620 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3700762.500000 Penalty: 5133.710449
	Iteration 18Q: 3 clusters Score -3700762 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3700890.000000 Penalty: 5133.710449
	Iteration 19Q: 3 clusters Score -3700890 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -3701002.750000 Penalty: 5133.710449
	Iteration 20F: 3 clusters Score -3701003 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3701121.250000 Penalty: 5133.710449
	Iteration 21Q: 3 clusters Score -3701121 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3701236.000000 Penalty: 5133.710449
	Iteration 22Q: 3 clusters Score -3701236 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3701338.750000 Penalty: 5133.710449
	Iteration 23Q: 3 clusters Score -3701339 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3701453.250000 Penalty: 5133.710449
	Iteration 24Q: 3 clusters Score -3701453 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3701567.750000 Penalty: 5133.710449
	Iteration 25Q: 3 clusters Score -3701568 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -3701656.500000 Penalty: 5133.710449
	Iteration 26Q: 3 clusters Score -3701656 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3701776.750000 Penalty: 5133.710449
	Iteration 27Q: 3 clusters Score -3701777 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3701858.250000 Penalty: 5133.710449
	Iteration 28Q: 3 clusters Score -3701858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3701971.250000 Penalty: 5133.710449
	Iteration 29Q: 3 clusters Score -3701971 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3702063.250000 Penalty: 5133.710449
	Iteration 30Q: 3 clusters Score -3702063 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3702144.500000 Penalty: 5133.710449
	Iteration 31Q: 3 clusters Score -3702144 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3702250.000000 Penalty: 5133.710449
	Iteration 32Q: 3 clusters Score -3702250 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3702367.000000 Penalty: 5133.710449
	Iteration 33Q: 3 clusters Score -3702367 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3702498.750000 Penalty: 5133.710449
	Iteration 34Q: 3 clusters Score -3702499 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3702592.250000 Penalty: 5133.710449
	Iteration 35Q: 3 clusters Score -3702592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3702682.250000 Penalty: 5133.710449
	Iteration 36Q: 3 clusters Score -3702682 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3702782.000000 Penalty: 5133.710449
	Iteration 37Q: 3 clusters Score -3702782 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3702855.750000 Penalty: 5133.710449
	Iteration 38Q: 3 clusters Score -3702856 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3702920.000000 Penalty: 5133.710449
	Iteration 39Q: 3 clusters Score -3702920 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3702986.250000 Penalty: 5133.710449
	Iteration 40F: 3 clusters Score -3702986 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3703035.250000 Penalty: 5133.710449
	Iteration 41Q: 3 clusters Score -3703035 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3703113.250000 Penalty: 5133.710449
	Iteration 42Q: 3 clusters Score -3703113 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3703149.500000 Penalty: 5133.710449
	Iteration 43Q: 3 clusters Score -3703150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3703190.000000 Penalty: 5133.710449
	Iteration 44Q: 3 clusters Score -3703190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3703227.500000 Penalty: 5133.710449
	Iteration 45Q: 3 clusters Score -3703228 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3703291.750000 Penalty: 5133.710449
	Iteration 46Q: 3 clusters Score -3703292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3703345.750000 Penalty: 5133.710449
	Iteration 47Q: 3 clusters Score -3703346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3703397.250000 Penalty: 5133.710449
	Iteration 48Q: 3 clusters Score -3703397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3703432.500000 Penalty: 5133.710449
	Iteration 49Q: 3 clusters Score -3703432 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3703476.250000 Penalty: 5133.710449
	Iteration 50Q: 3 clusters Score -3703476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3703530.500000 Penalty: 5133.710449
	Iteration 51Q: 3 clusters Score -3703530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3703584.750000 Penalty: 5133.710449
	Iteration 52Q: 3 clusters Score -3703585 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3703642.750000 Penalty: 5133.710449
	Iteration 53Q: 3 clusters Score -3703643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3703675.000000 Penalty: 5133.710449
	Iteration 54Q: 3 clusters Score -3703675 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3703726.750000 Penalty: 5133.710449
	Iteration 55Q: 3 clusters Score -3703727 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3703772.000000 Penalty: 5133.710449
	Iteration 56Q: 3 clusters Score -3703772 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3703822.750000 Penalty: 5133.710449
	Iteration 57Q: 3 clusters Score -3703823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3703875.500000 Penalty: 5133.710449
	Iteration 58Q: 3 clusters Score -3703876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3703926.000000 Penalty: 5133.710449
	Iteration 59Q: 3 clusters Score -3703926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3703967.250000 Penalty: 5133.710449
	Iteration 60F: 3 clusters Score -3703967 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3704014.500000 Penalty: 5133.710449
	Iteration 61Q: 3 clusters Score -3704014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3704062.250000 Penalty: 5133.710449
	Iteration 62Q: 3 clusters Score -3704062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3704100.250000 Penalty: 5133.710449
	Iteration 63Q: 3 clusters Score -3704100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3704134.000000 Penalty: 5133.710449
	Iteration 64Q: 3 clusters Score -3704134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3704152.750000 Penalty: 5133.710449
	Iteration 65Q: 3 clusters Score -3704153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3704186.250000 Penalty: 5133.710449
	Iteration 66Q: 3 clusters Score -3704186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3704230.000000 Penalty: 5133.710449
	Iteration 67Q: 3 clusters Score -3704230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3704288.750000 Penalty: 5133.710449
	Iteration 68Q: 3 clusters Score -3704289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3704319.750000 Penalty: 5133.710449
	Iteration 69Q: 3 clusters Score -3704320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3704340.750000 Penalty: 5133.710449
	Iteration 70Q: 3 clusters Score -3704341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3704359.250000 Penalty: 5133.710449
	Iteration 71Q: 3 clusters Score -3704359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3704373.500000 Penalty: 5133.710449
	Iteration 72Q: 3 clusters Score -3704374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3704396.250000 Penalty: 5133.710449
	Iteration 73Q: 3 clusters Score -3704396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3704412.250000 Penalty: 5133.710449
	Iteration 74Q: 3 clusters Score -3704412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3704422.750000 Penalty: 5133.710449
	Iteration 75Q: 3 clusters Score -3704423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3704429.250000 Penalty: 5133.710449
	Iteration 76Q: 3 clusters Score -3704429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3704454.000000 Penalty: 5133.710449
	Iteration 77Q: 3 clusters Score -3704454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3704469.250000 Penalty: 5133.710449
	Iteration 78Q: 3 clusters Score -3704469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3704484.750000 Penalty: 5133.710449
	Iteration 79Q: 3 clusters Score -3704485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3704498.000000 Penalty: 5133.710449
	Iteration 80F: 3 clusters Score -3704498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3704511.000000 Penalty: 5133.710449
	Iteration 81Q: 3 clusters Score -3704511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3704520.000000 Penalty: 5133.710449
	Iteration 82Q: 3 clusters Score -3704520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3704527.250000 Penalty: 5133.710449
	Iteration 83Q: 3 clusters Score -3704527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3704531.500000 Penalty: 5133.710449
	Iteration 84Q: 3 clusters Score -3704532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3704546.500000 Penalty: 5133.710449
	Iteration 85Q: 3 clusters Score -3704546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3704555.250000 Penalty: 5133.710449
	Iteration 86Q: 3 clusters Score -3704555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3704561.750000 Penalty: 5133.710449
	Iteration 87Q: 3 clusters Score -3704562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3704568.500000 Penalty: 5133.710449
	Iteration 88Q: 3 clusters Score -3704568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -3704568.500000 Penalty: 5133.710449
	Iteration 89Q: 3 clusters Score -3704568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3704576.250000 Penalty: 5133.710449
	Iteration 90Q: 3 clusters Score -3704576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3704576.750000 Penalty: 5133.710449
	Iteration 91Q: 3 clusters Score -3704577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3704584.250000 Penalty: 5133.710449
	Iteration 92Q: 3 clusters Score -3704584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3704587.250000 Penalty: 5133.710449
	Iteration 93Q: 3 clusters Score -3704587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3704590.250000 Penalty: 5133.710449
	Iteration 94Q: 3 clusters Score -3704590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3704593.750000 Penalty: 5133.710449
	Iteration 95Q: 3 clusters Score -3704594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3704602.500000 Penalty: 5133.710449
	Iteration 96Q: 3 clusters Score -3704602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3704607.500000 Penalty: 5133.710449
	Iteration 97Q: 3 clusters Score -3704608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3704610.750000 Penalty: 5133.710449
	Iteration 98Q: 3 clusters Score -3704611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3704621.500000 Penalty: 5133.710449
	Iteration 99Q: 3 clusters Score -3704622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3704622.750000 Penalty: 5133.710449
	Iteration 100F: 3 clusters Score -3704623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3704623.750000 Penalty: 5133.710449
	Iteration 101Q: 3 clusters Score -3704624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3704622.750000 Penalty: 5133.710449
	Iteration 102Q: 3 clusters Score -3704623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3704623.750000 Penalty: 5133.710449
	Iteration 103Q: 3 clusters Score -3704624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3704623.750000 Penalty: 5133.710449
	Iteration 104F: 3 clusters Score -3704624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 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 552 members 
Entering Unmasked Estep 
Score: -132537.406250 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132537.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132818.187500 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132818.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132900.468750 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132900.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132936.171875 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -132936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132958.171875 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -132958.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -132975.968750 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -132976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132981.078125 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -132981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -132989.546875 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -132989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -132993.250000 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -132993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -132996.296875 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -132996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132999.093750 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -132999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133002.093750 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133003.671875 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133004.125000 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -133004.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133005.140625 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -133005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133008.078125 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -133008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133013.062500 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -133013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -133016.859375 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -133016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133024.046875 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -133024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133033.312500 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -133033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133041.968750 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -133042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133045.625000 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -133045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -133052.296875 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -133052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133057.156250 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -133057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -133063.484375 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -133063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133066.171875 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -133066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133066.906250 Penalty: 3512.110352
	Iteration 26Q: 3 clusters Score -133066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -133069.359375 Penalty: 3512.110352
	Iteration 27Q: 3 clusters Score -133069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -133070.875000 Penalty: 3512.110352
	Iteration 28Q: 3 clusters Score -133070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133071.484375 Penalty: 3512.110352
	Iteration 29Q: 3 clusters Score -133071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133071.906250 Penalty: 3512.110352
	Iteration 30Q: 3 clusters Score -133071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133071.906250 Penalty: 3512.110352
	Iteration 31F: 3 clusters Score -133071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Entering Unmasked Estep 
Score: -6227075.500000 Penalty: 2694.695312
	Iteration 0F: 2 clusters Score -6227076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6191893.500000 Penalty: 5389.390625
	Iteration 0F: 3 clusters Score -6191894 nChanged 24338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6205545.500000 Penalty: 5389.390625
	Iteration 1F: 3 clusters Score -6205546 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6206088.500000 Penalty: 5389.390625
	Iteration 2Q: 3 clusters Score -6206088 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6206561.000000 Penalty: 5389.390625
	Iteration 3Q: 3 clusters Score -6206561 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6207005.000000 Penalty: 5389.390625
	Iteration 4Q: 3 clusters Score -6207005 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6207387.000000 Penalty: 5389.390625
	Iteration 5Q: 3 clusters Score -6207387 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6207801.500000 Penalty: 5389.390625
	Iteration 6Q: 3 clusters Score -6207802 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6208176.500000 Penalty: 5389.390625
	Iteration 7Q: 3 clusters Score -6208176 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -6208574.500000 Penalty: 5389.390625
	Iteration 8Q: 3 clusters Score -6208574 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -6208990.000000 Penalty: 5389.390625
	Iteration 9Q: 3 clusters Score -6208990 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -6209537.000000 Penalty: 5389.390625
	Iteration 10Q: 3 clusters Score -6209537 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -6210386.500000 Penalty: 5389.390625
	Iteration 11Q: 3 clusters Score -6210386 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -6211596.000000 Penalty: 5389.390625
	Iteration 12Q: 3 clusters Score -6211596 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -6213204.000000 Penalty: 5389.390625
	Iteration 13Q: 3 clusters Score -6213204 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -6214998.500000 Penalty: 5389.390625
	Iteration 14Q: 3 clusters Score -6214998 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -6216708.500000 Penalty: 5389.390625
	Iteration 15Q: 3 clusters Score -6216708 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -6218097.500000 Penalty: 5389.390625
	Iteration 16Q: 3 clusters Score -6218098 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -6218992.000000 Penalty: 5389.390625
	Iteration 17Q: 3 clusters Score -6218992 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -6219616.000000 Penalty: 5389.390625
	Iteration 18Q: 3 clusters Score -6219616 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -6220137.000000 Penalty: 5389.390625
	Iteration 19Q: 3 clusters Score -6220137 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -6220635.500000 Penalty: 5389.390625
	Iteration 20F: 3 clusters Score -6220636 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -6221052.500000 Penalty: 5389.390625
	Iteration 21Q: 3 clusters Score -6221052 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -6221457.500000 Penalty: 5389.390625
	Iteration 22Q: 3 clusters Score -6221458 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -6221832.500000 Penalty: 5389.390625
	Iteration 23Q: 3 clusters Score -6221832 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -6222168.000000 Penalty: 5389.390625
	Iteration 24Q: 3 clusters Score -6222168 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6222520.000000 Penalty: 5389.390625
	Iteration 25Q: 3 clusters Score -6222520 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6222852.500000 Penalty: 5389.390625
	Iteration 26Q: 3 clusters Score -6222852 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6223156.000000 Penalty: 5389.390625
	Iteration 27Q: 3 clusters Score -6223156 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6223418.000000 Penalty: 5389.390625
	Iteration 28Q: 3 clusters Score -6223418 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6223654.000000 Penalty: 5389.390625
	Iteration 29Q: 3 clusters Score -6223654 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6223852.500000 Penalty: 5389.390625
	Iteration 30Q: 3 clusters Score -6223852 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6224042.500000 Penalty: 5389.390625
	Iteration 31Q: 3 clusters Score -6224042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6224168.500000 Penalty: 5389.390625
	Iteration 32Q: 3 clusters Score -6224168 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6224265.000000 Penalty: 5389.390625
	Iteration 33Q: 3 clusters Score -6224265 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6224335.500000 Penalty: 5389.390625
	Iteration 34Q: 3 clusters Score -6224336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6224400.000000 Penalty: 5389.390625
	Iteration 35Q: 3 clusters Score -6224400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6224450.500000 Penalty: 5389.390625
	Iteration 36Q: 3 clusters Score -6224450 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6224500.500000 Penalty: 5389.390625
	Iteration 37Q: 3 clusters Score -6224500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6224536.000000 Penalty: 5389.390625
	Iteration 38Q: 3 clusters Score -6224536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6224576.500000 Penalty: 5389.390625
	Iteration 39Q: 3 clusters Score -6224576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6224592.500000 Penalty: 5389.390625
	Iteration 40F: 3 clusters Score -6224592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6224618.000000 Penalty: 5389.390625
	Iteration 41Q: 3 clusters Score -6224618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6224627.500000 Penalty: 5389.390625
	Iteration 42Q: 3 clusters Score -6224628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6224641.000000 Penalty: 5389.390625
	Iteration 43Q: 3 clusters Score -6224641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6224656.500000 Penalty: 5389.390625
	Iteration 44Q: 3 clusters Score -6224656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6224660.500000 Penalty: 5389.390625
	Iteration 45Q: 3 clusters Score -6224660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6224680.500000 Penalty: 5389.390625
	Iteration 46Q: 3 clusters Score -6224680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6224686.500000 Penalty: 5389.390625
	Iteration 47Q: 3 clusters Score -6224686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6224694.500000 Penalty: 5389.390625
	Iteration 48Q: 3 clusters Score -6224694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6224699.500000 Penalty: 5389.390625
	Iteration 49Q: 3 clusters Score -6224700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6224710.500000 Penalty: 5389.390625
	Iteration 50Q: 3 clusters Score -6224710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6224717.500000 Penalty: 5389.390625
	Iteration 51Q: 3 clusters Score -6224718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6224715.500000 Penalty: 5389.390625
	Iteration 52Q: 3 clusters Score -6224716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6224716.500000 Penalty: 5389.390625
	Iteration 53Q: 3 clusters Score -6224716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6224730.000000 Penalty: 5389.390625
	Iteration 54Q: 3 clusters Score -6224730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6224733.000000 Penalty: 5389.390625
	Iteration 55Q: 3 clusters Score -6224733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6224735.000000 Penalty: 5389.390625
	Iteration 56Q: 3 clusters Score -6224735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6224737.000000 Penalty: 5389.390625
	Iteration 57Q: 3 clusters Score -6224737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6224736.000000 Penalty: 5389.390625
	Iteration 58Q: 3 clusters Score -6224736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6224731.500000 Penalty: 5389.390625
	Iteration 59Q: 3 clusters Score -6224732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6224741.000000 Penalty: 5389.390625
	Iteration 60F: 3 clusters Score -6224741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6224741.000000 Penalty: 5389.390625
	Iteration 61Q: 3 clusters Score -6224741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6224741.000000 Penalty: 5389.390625
	Iteration 62F: 3 clusters Score -6224741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (77954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Entering Unmasked Estep 
Score: -9238007.000000 Penalty: 2793.440674
	Iteration 0F: 2 clusters Score -9238007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9186128.000000 Penalty: 5586.881348
	Iteration 0F: 3 clusters Score -9186128 nChanged 36505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -9206481.000000 Penalty: 5586.881348
	Iteration 1F: 3 clusters Score -9206481 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -9207098.000000 Penalty: 5586.881348
	Iteration 2Q: 3 clusters Score -9207098 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -9207945.000000 Penalty: 5586.881348
	Iteration 3Q: 3 clusters Score -9207945 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -9208756.000000 Penalty: 5586.881348
	Iteration 4Q: 3 clusters Score -9208756 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -9210137.000000 Penalty: 5586.881348
	Iteration 5Q: 3 clusters Score -9210137 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -9212014.000000 Penalty: 5586.881348
	Iteration 6Q: 3 clusters Score -9212014 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -9214701.000000 Penalty: 5586.881348
	Iteration 7F: 3 clusters Score -9214701 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9218346.000000 Penalty: 5586.881348
	Iteration 8F: 3 clusters Score -9218346 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -9222457.000000 Penalty: 5586.881348
	Iteration 9F: 3 clusters Score -9222457 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -9226255.000000 Penalty: 5586.881348
	Iteration 10F: 3 clusters Score -9226255 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -9228433.000000 Penalty: 5586.881348
	Iteration 11Q: 3 clusters Score -9228433 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -9229331.000000 Penalty: 5586.881348
	Iteration 12Q: 3 clusters Score -9229331 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -9229850.000000 Penalty: 5586.881348
	Iteration 13Q: 3 clusters Score -9229850 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -9230215.000000 Penalty: 5586.881348
	Iteration 14Q: 3 clusters Score -9230215 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -9230525.000000 Penalty: 5586.881348
	Iteration 15Q: 3 clusters Score -9230525 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -9230879.000000 Penalty: 5586.881348
	Iteration 16Q: 3 clusters Score -9230879 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -9231170.000000 Penalty: 5586.881348
	Iteration 17Q: 3 clusters Score -9231170 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -9231518.000000 Penalty: 5586.881348
	Iteration 18Q: 3 clusters Score -9231518 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -9231784.000000 Penalty: 5586.881348
	Iteration 19Q: 3 clusters Score -9231784 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -9231998.000000 Penalty: 5586.881348
	Iteration 20F: 3 clusters Score -9231998 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -9232253.000000 Penalty: 5586.881348
	Iteration 21Q: 3 clusters Score -9232253 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -9232579.000000 Penalty: 5586.881348
	Iteration 22Q: 3 clusters Score -9232579 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9232814.000000 Penalty: 5586.881348
	Iteration 23Q: 3 clusters Score -9232814 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -9233018.000000 Penalty: 5586.881348
	Iteration 24Q: 3 clusters Score -9233018 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -9233165.000000 Penalty: 5586.881348
	Iteration 25Q: 3 clusters Score -9233165 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -9233357.000000 Penalty: 5586.881348
	Iteration 26Q: 3 clusters Score -9233357 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -9233594.000000 Penalty: 5586.881348
	Iteration 27Q: 3 clusters Score -9233594 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9233779.000000 Penalty: 5586.881348
	Iteration 28Q: 3 clusters Score -9233779 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -9233960.000000 Penalty: 5586.881348
	Iteration 29Q: 3 clusters Score -9233960 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -9234117.000000 Penalty: 5586.881348
	Iteration 30Q: 3 clusters Score -9234117 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -9234277.000000 Penalty: 5586.881348
	Iteration 31Q: 3 clusters Score -9234277 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -9234486.000000 Penalty: 5586.881348
	Iteration 32Q: 3 clusters Score -9234486 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -9234642.000000 Penalty: 5586.881348
	Iteration 33Q: 3 clusters Score -9234642 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -9234837.000000 Penalty: 5586.881348
	Iteration 34Q: 3 clusters Score -9234837 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -9234989.000000 Penalty: 5586.881348
	Iteration 35Q: 3 clusters Score -9234989 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -9235110.000000 Penalty: 5586.881348
	Iteration 36Q: 3 clusters Score -9235110 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -9235289.000000 Penalty: 5586.881348
	Iteration 37Q: 3 clusters Score -9235289 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -9235407.000000 Penalty: 5586.881348
	Iteration 38Q: 3 clusters Score -9235407 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -9235482.000000 Penalty: 5586.881348
	Iteration 39Q: 3 clusters Score -9235482 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -9235594.000000 Penalty: 5586.881348
	Iteration 40F: 3 clusters Score -9235594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -9235668.000000 Penalty: 5586.881348
	Iteration 41Q: 3 clusters Score -9235668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -9235715.000000 Penalty: 5586.881348
	Iteration 42Q: 3 clusters Score -9235715 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -9235733.000000 Penalty: 5586.881348
	Iteration 43Q: 3 clusters Score -9235733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -9235758.000000 Penalty: 5586.881348
	Iteration 44Q: 3 clusters Score -9235758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -9235795.000000 Penalty: 5586.881348
	Iteration 45Q: 3 clusters Score -9235795 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -9235810.000000 Penalty: 5586.881348
	Iteration 46Q: 3 clusters Score -9235810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -9235799.000000 Penalty: 5586.881348
	Iteration 47Q: 3 clusters Score -9235799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -9235824.000000 Penalty: 5586.881348
	Iteration 48Q: 3 clusters Score -9235824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -9235844.000000 Penalty: 5586.881348
	Iteration 49Q: 3 clusters Score -9235844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -9235856.000000 Penalty: 5586.881348
	Iteration 50Q: 3 clusters Score -9235856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -9235863.000000 Penalty: 5586.881348
	Iteration 51Q: 3 clusters Score -9235863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -9235867.000000 Penalty: 5586.881348
	Iteration 52Q: 3 clusters Score -9235867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -9235879.000000 Penalty: 5586.881348
	Iteration 53Q: 3 clusters Score -9235879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -9235896.000000 Penalty: 5586.881348
	Iteration 54Q: 3 clusters Score -9235896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -9235891.000000 Penalty: 5586.881348
	Iteration 55Q: 3 clusters Score -9235891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -9235899.000000 Penalty: 5586.881348
	Iteration 56Q: 3 clusters Score -9235899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -9235884.000000 Penalty: 5586.881348
	Iteration 57Q: 3 clusters Score -9235884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -9235900.000000 Penalty: 5586.881348
	Iteration 58Q: 3 clusters Score -9235900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -9235903.000000 Penalty: 5586.881348
	Iteration 59Q: 3 clusters Score -9235903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -9235911.000000 Penalty: 5586.881348
	Iteration 60F: 3 clusters Score -9235911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -9235920.000000 Penalty: 5586.881348
	Iteration 61Q: 3 clusters Score -9235920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -9235911.000000 Penalty: 5586.881348
	Iteration 62Q: 3 clusters Score -9235911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -9235921.000000 Penalty: 5586.881348
	Iteration 63Q: 3 clusters Score -9235921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -9235906.000000 Penalty: 5586.881348
	Iteration 64Q: 3 clusters Score -9235906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -9235914.000000 Penalty: 5586.881348
	Iteration 65Q: 3 clusters Score -9235914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -9235919.000000 Penalty: 5586.881348
	Iteration 66Q: 3 clusters Score -9235919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -9235919.000000 Penalty: 5586.881348
	Iteration 67Q: 3 clusters Score -9235919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -9235925.000000 Penalty: 5586.881348
	Iteration 68Q: 3 clusters Score -9235925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -9235928.000000 Penalty: 5586.881348
	Iteration 69Q: 3 clusters Score -9235928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -9235919.000000 Penalty: 5586.881348
	Iteration 70Q: 3 clusters Score -9235919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -9235905.000000 Penalty: 5586.881348
	Iteration 71Q: 3 clusters Score -9235905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -9235898.000000 Penalty: 5586.881348
	Iteration 72Q: 3 clusters Score -9235898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -9235916.000000 Penalty: 5586.881348
	Iteration 73Q: 3 clusters Score -9235916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -9235933.000000 Penalty: 5586.881348
	Iteration 74Q: 3 clusters Score -9235933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -9235928.000000 Penalty: 5586.881348
	Iteration 75Q: 3 clusters Score -9235928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -9235930.000000 Penalty: 5586.881348
	Iteration 76Q: 3 clusters Score -9235930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -9235934.000000 Penalty: 5586.881348
	Iteration 77Q: 3 clusters Score -9235934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -9235952.000000 Penalty: 5586.881348
	Iteration 78Q: 3 clusters Score -9235952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -9235945.000000 Penalty: 5586.881348
	Iteration 79Q: 3 clusters Score -9235945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -9235945.000000 Penalty: 5586.881348
	Iteration 80F: 3 clusters Score -9235945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -434466.968750 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -434467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -430644.375000 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -430644.4 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -431524.656250 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -431524.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -431766.968750 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -431767 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -431894.031250 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -431894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -431974.562500 Penalty: 4105.848633
	Iteration 4Q: 3 clusters Score -431974.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -432034.000000 Penalty: 4105.848633
	Iteration 5Q: 3 clusters Score -432034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -432079.656250 Penalty: 4105.848633
	Iteration 6Q: 3 clusters Score -432079.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -432113.218750 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -432113.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -432138.437500 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -432138.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -432158.625000 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -432158.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -432174.593750 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -432174.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -432191.218750 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -432191.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -432208.468750 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -432208.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -432224.156250 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -432224.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -432238.906250 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -432238.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -432252.062500 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -432252.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -432264.093750 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -432264.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -432272.312500 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -432272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -432277.968750 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -432278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -432284.875000 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -432284.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -432289.687500 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -432289.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -432295.000000 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -432295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -432300.906250 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -432300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -432305.312500 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -432305.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -432309.468750 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -432309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -432313.031250 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -432313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -432316.156250 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -432316.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -432321.375000 Penalty: 4105.848633
	Iteration 27Q: 3 clusters Score -432321.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -432327.781250 Penalty: 4105.848633
	Iteration 28Q: 3 clusters Score -432327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -432329.468750 Penalty: 4105.848633
	Iteration 29Q: 3 clusters Score -432329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -432332.718750 Penalty: 4105.848633
	Iteration 30Q: 3 clusters Score -432332.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -432334.906250 Penalty: 4105.848633
	Iteration 31Q: 3 clusters Score -432334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -432337.593750 Penalty: 4105.848633
	Iteration 32Q: 3 clusters Score -432337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -432338.156250 Penalty: 4105.848633
	Iteration 33Q: 3 clusters Score -432338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -432340.062500 Penalty: 4105.848633
	Iteration 34Q: 3 clusters Score -432340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -432340.562500 Penalty: 4105.848633
	Iteration 35Q: 3 clusters Score -432340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -432341.125000 Penalty: 4105.848633
	Iteration 36Q: 3 clusters Score -432341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -432342.312500 Penalty: 4105.848633
	Iteration 37Q: 3 clusters Score -432342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -432345.750000 Penalty: 4105.848633
	Iteration 38Q: 3 clusters Score -432345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -432349.250000 Penalty: 4105.848633
	Iteration 39Q: 3 clusters Score -432349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -432351.468750 Penalty: 4105.848633
	Iteration 40F: 3 clusters Score -432351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -432352.812500 Penalty: 4105.848633
	Iteration 41Q: 3 clusters Score -432352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -432353.406250 Penalty: 4105.848633
	Iteration 42Q: 3 clusters Score -432353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -432356.406250 Penalty: 4105.848633
	Iteration 43Q: 3 clusters Score -432356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -432355.718750 Penalty: 4105.848633
	Iteration 44Q: 3 clusters Score -432355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -432356.218750 Penalty: 4105.848633
	Iteration 45Q: 3 clusters Score -432356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -432356.218750 Penalty: 4105.848633
	Iteration 46Q: 3 clusters Score -432356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -432357.875000 Penalty: 4105.848633
	Iteration 47Q: 3 clusters Score -432357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -432358.625000 Penalty: 4105.848633
	Iteration 48Q: 3 clusters Score -432358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -432358.843750 Penalty: 4105.848633
	Iteration 49Q: 3 clusters Score -432358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -432359.343750 Penalty: 4105.848633
	Iteration 50Q: 3 clusters Score -432359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -432360.375000 Penalty: 4105.848633
	Iteration 51Q: 3 clusters Score -432360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -432360.218750 Penalty: 4105.848633
	Iteration 52Q: 3 clusters Score -432360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -432360.812500 Penalty: 4105.848633
	Iteration 53Q: 3 clusters Score -432360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -432361.218750 Penalty: 4105.848633
	Iteration 54Q: 3 clusters Score -432361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -432360.781250 Penalty: 4105.848633
	Iteration 55Q: 3 clusters Score -432360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -432361.156250 Penalty: 4105.848633
	Iteration 56Q: 3 clusters Score -432361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -432361.687500 Penalty: 4105.848633
	Iteration 57Q: 3 clusters Score -432361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -432361.687500 Penalty: 4105.848633
	Iteration 58F: 3 clusters Score -432361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44181.898438 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44181.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42750.781250 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42750.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42880.183594 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42880.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42918.777344 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42918.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42932.027344 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42932.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42936.050781 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42936.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42936.050781 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -42936.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 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 270 members 
Entering Unmasked Estep 
Score: -48806.570312 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48806.57 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49020.203125 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49020.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49090.847656 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49090.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49121.718750 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49121.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49139.105469 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49139.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49154.597656 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49163.757812 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49163.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49168.789062 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49168.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49174.496094 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49174.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49174.496094 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -49174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -353427.000000 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -353427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -349958.718750 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -349958.7 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -350704.937500 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -350704.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -350881.531250 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -350881.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -351012.906250 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -351012.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -351130.531250 Penalty: 4011.926758
	Iteration 4Q: 3 clusters Score -351130.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -351296.062500 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -351296.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -351495.781250 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -351495.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -351709.156250 Penalty: 4011.926758
	Iteration 7F: 3 clusters Score -351709.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -351903.562500 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -351903.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -352060.875000 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -352060.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -352189.843750 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -352189.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -352283.500000 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -352283.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -352347.531250 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -352347.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -352378.250000 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -352378.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -352397.187500 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -352397.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -352409.531250 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -352409.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -352417.156250 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -352417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -352421.906250 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -352421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -352428.312500 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -352428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352431.187500 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -352431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -352433.312500 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -352433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -352434.218750 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -352434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -352434.875000 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -352434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -352435.687500 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -352435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -352437.750000 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -352437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -352441.906250 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -352441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -352444.281250 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -352444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -352448.687500 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -352448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -352451.968750 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -352452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -352455.968750 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -352456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -352460.281250 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -352460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -352464.812500 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -352464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -352466.781250 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -352466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -352467.437500 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -352467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -352469.125000 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -352469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -352469.406250 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -352469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -352469.812500 Penalty: 4011.926758
	Iteration 36Q: 3 clusters Score -352469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -352469.687500 Penalty: 4011.926758
	Iteration 37Q: 3 clusters Score -352469.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -352469.687500 Penalty: 4011.926758
	Iteration 38F: 3 clusters Score -352469.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 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 399 members 
Entering Unmasked Estep 
Score: -78882.125000 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78882.12 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79200.875000 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79200.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79321.828125 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79321.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79447.218750 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -79447.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79555.539062 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79555.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79623.726562 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79623.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79728.671875 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79728.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79927.468750 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -79927.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80098.703125 Penalty: 3323.562744
	Iteration 8F: 3 clusters Score -80098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80199.546875 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -80199.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80241.843750 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80241.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80277.929688 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80277.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80300.945312 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80300.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80308.343750 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80308.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80309.898438 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -80309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80309.898438 Penalty: 3323.562744
	Iteration 15F: 3 clusters Score -80309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -27453.726562 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27453.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26217.601562 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26217.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26485.265625 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26485.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26651.937500 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26651.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26751.126953 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -26751.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26842.685547 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26842.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26876.304688 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26879.585938 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -26879.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26882.009766 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -26882.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26882.009766 Penalty: 2832.371582
	Iteration 8F: 3 clusters Score -26882.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32491.800781 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32491.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32617.517578 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32617.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32644.937500 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32644.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32656.146484 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32656.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32677.789062 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32677.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32701.431641 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32701.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32708.416016 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32708.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32719.570312 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -32719.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32722.646484 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -32722.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32728.886719 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -32728.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32728.886719 Penalty: 2911.171387
	Iteration 10F: 3 clusters Score -32728.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (95655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Entering Unmasked Estep 
Score: -11323542.000000 Penalty: 2844.188721
	Iteration 0F: 2 clusters Score -1.132354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -11259538.000000 Penalty: 5688.377441
	Iteration 0F: 3 clusters Score -1.125954e+07 nChanged 45405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -11285916.000000 Penalty: 5688.377441
	Iteration 1F: 3 clusters Score -1.128592e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -11287325.000000 Penalty: 5688.377441
	Iteration 2Q: 3 clusters Score -1.128732e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -11289132.000000 Penalty: 5688.377441
	Iteration 3Q: 3 clusters Score -1.128913e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -11291264.000000 Penalty: 5688.377441
	Iteration 4F: 3 clusters Score -1.129126e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -11294474.000000 Penalty: 5688.377441
	Iteration 5F: 3 clusters Score -1.129447e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -11298993.000000 Penalty: 5688.377441
	Iteration 6F: 3 clusters Score -1.129899e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -11304157.000000 Penalty: 5688.377441
	Iteration 7F: 3 clusters Score -1.130416e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -11309327.000000 Penalty: 5688.377441
	Iteration 8F: 3 clusters Score -1.130933e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -11312395.000000 Penalty: 5688.377441
	Iteration 9Q: 3 clusters Score -1.13124e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -11313681.000000 Penalty: 5688.377441
	Iteration 10Q: 3 clusters Score -1.131368e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -11314367.000000 Penalty: 5688.377441
	Iteration 11Q: 3 clusters Score -1.131437e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -11314892.000000 Penalty: 5688.377441
	Iteration 12Q: 3 clusters Score -1.131489e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -11315415.000000 Penalty: 5688.377441
	Iteration 13Q: 3 clusters Score -1.131542e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -11315875.000000 Penalty: 5688.377441
	Iteration 14Q: 3 clusters Score -1.131588e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -11316223.000000 Penalty: 5688.377441
	Iteration 15Q: 3 clusters Score -1.131622e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -11316615.000000 Penalty: 5688.377441
	Iteration 16Q: 3 clusters Score -1.131662e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -11317009.000000 Penalty: 5688.377441
	Iteration 17Q: 3 clusters Score -1.131701e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -11317311.000000 Penalty: 5688.377441
	Iteration 18Q: 3 clusters Score -1.131731e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -11317696.000000 Penalty: 5688.377441
	Iteration 19Q: 3 clusters Score -1.13177e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -11318054.000000 Penalty: 5688.377441
	Iteration 20F: 3 clusters Score -1.131805e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -11318361.000000 Penalty: 5688.377441
	Iteration 21Q: 3 clusters Score -1.131836e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -11318704.000000 Penalty: 5688.377441
	Iteration 22Q: 3 clusters Score -1.13187e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -11318990.000000 Penalty: 5688.377441
	Iteration 23Q: 3 clusters Score -1.131899e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -11319247.000000 Penalty: 5688.377441
	Iteration 24Q: 3 clusters Score -1.131925e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -11319412.000000 Penalty: 5688.377441
	Iteration 25Q: 3 clusters Score -1.131941e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -11319640.000000 Penalty: 5688.377441
	Iteration 26Q: 3 clusters Score -1.131964e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -11319855.000000 Penalty: 5688.377441
	Iteration 27Q: 3 clusters Score -1.131986e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -11320046.000000 Penalty: 5688.377441
	Iteration 28Q: 3 clusters Score -1.132005e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -11320261.000000 Penalty: 5688.377441
	Iteration 29Q: 3 clusters Score -1.132026e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -11320383.000000 Penalty: 5688.377441
	Iteration 30Q: 3 clusters Score -1.132038e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -11320503.000000 Penalty: 5688.377441
	Iteration 31Q: 3 clusters Score -1.13205e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -11320596.000000 Penalty: 5688.377441
	Iteration 32Q: 3 clusters Score -1.13206e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11320734.000000 Penalty: 5688.377441
	Iteration 33Q: 3 clusters Score -1.132073e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -11320849.000000 Penalty: 5688.377441
	Iteration 34Q: 3 clusters Score -1.132085e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -11320958.000000 Penalty: 5688.377441
	Iteration 35Q: 3 clusters Score -1.132096e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -11321025.000000 Penalty: 5688.377441
	Iteration 36Q: 3 clusters Score -1.132102e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -11321108.000000 Penalty: 5688.377441
	Iteration 37Q: 3 clusters Score -1.132111e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -11321176.000000 Penalty: 5688.377441
	Iteration 38Q: 3 clusters Score -1.132118e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -11321264.000000 Penalty: 5688.377441
	Iteration 39Q: 3 clusters Score -1.132126e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -11321312.000000 Penalty: 5688.377441
	Iteration 40F: 3 clusters Score -1.132131e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -11321351.000000 Penalty: 5688.377441
	Iteration 41Q: 3 clusters Score -1.132135e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -11321398.000000 Penalty: 5688.377441
	Iteration 42Q: 3 clusters Score -1.13214e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -11321434.000000 Penalty: 5688.377441
	Iteration 43Q: 3 clusters Score -1.132143e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -11321474.000000 Penalty: 5688.377441
	Iteration 44Q: 3 clusters Score -1.132147e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -11321472.000000 Penalty: 5688.377441
	Iteration 45Q: 3 clusters Score -1.132147e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -11321502.000000 Penalty: 5688.377441
	Iteration 46Q: 3 clusters Score -1.13215e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -11321554.000000 Penalty: 5688.377441
	Iteration 47Q: 3 clusters Score -1.132155e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -11321566.000000 Penalty: 5688.377441
	Iteration 48Q: 3 clusters Score -1.132157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11321574.000000 Penalty: 5688.377441
	Iteration 49Q: 3 clusters Score -1.132157e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -11321599.000000 Penalty: 5688.377441
	Iteration 50Q: 3 clusters Score -1.13216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -11321613.000000 Penalty: 5688.377441
	Iteration 51Q: 3 clusters Score -1.132161e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -11321624.000000 Penalty: 5688.377441
	Iteration 52Q: 3 clusters Score -1.132162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -11321622.000000 Penalty: 5688.377441
	Iteration 53Q: 3 clusters Score -1.132162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -11321650.000000 Penalty: 5688.377441
	Iteration 54Q: 3 clusters Score -1.132165e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -11321638.000000 Penalty: 5688.377441
	Iteration 55Q: 3 clusters Score -1.132164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -11321659.000000 Penalty: 5688.377441
	Iteration 56Q: 3 clusters Score -1.132166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -11321656.000000 Penalty: 5688.377441
	Iteration 57Q: 3 clusters Score -1.132166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -11321670.000000 Penalty: 5688.377441
	Iteration 58Q: 3 clusters Score -1.132167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -11321677.000000 Penalty: 5688.377441
	Iteration 59Q: 3 clusters Score -1.132168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -11321675.000000 Penalty: 5688.377441
	Iteration 60F: 3 clusters Score -1.132168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -11321693.000000 Penalty: 5688.377441
	Iteration 61Q: 3 clusters Score -1.132169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -11321705.000000 Penalty: 5688.377441
	Iteration 62Q: 3 clusters Score -1.13217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -11321717.000000 Penalty: 5688.377441
	Iteration 63Q: 3 clusters Score -1.132172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -11321723.000000 Penalty: 5688.377441
	Iteration 64Q: 3 clusters Score -1.132172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -11321745.000000 Penalty: 5688.377441
	Iteration 65Q: 3 clusters Score -1.132174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -11321742.000000 Penalty: 5688.377441
	Iteration 66Q: 3 clusters Score -1.132174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -11321747.000000 Penalty: 5688.377441
	Iteration 67Q: 3 clusters Score -1.132175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -11321744.000000 Penalty: 5688.377441
	Iteration 68Q: 3 clusters Score -1.132174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -11321742.000000 Penalty: 5688.377441
	Iteration 69Q: 3 clusters Score -1.132174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -11321747.000000 Penalty: 5688.377441
	Iteration 70Q: 3 clusters Score -1.132175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -11321747.000000 Penalty: 5688.377441
	Iteration 71F: 3 clusters Score -1.132175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -130841.656250 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130841.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131267.640625 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131267.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131403.875000 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131403.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131503.921875 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131503.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -131573.406250 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131573.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131625.671875 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131625.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131653.437500 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131653.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -131675.625000 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131689.406250 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131689.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -131706.671875 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131706.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -131727.875000 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131742.125000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -131746.343750 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -131746.765625 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -131746.765625 Penalty: 3498.578369
	Iteration 14F: 3 clusters Score -131746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -161579.859375 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -161579.9 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 714 members 
Entering Unmasked Estep 
Score: -159295.234375 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -159295.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159644.250000 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -159644.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159754.734375 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -159754.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159804.359375 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -159804.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159831.968750 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -159832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159848.390625 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -159848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159858.828125 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -159858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159867.484375 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -159867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159871.359375 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -159871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159885.546875 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -159885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159901.375000 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -159901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159912.312500 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -159912.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159923.234375 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -159923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159933.656250 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -159933.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -159942.578125 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -159942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159949.687500 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -159949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159955.031250 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -159955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159957.250000 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -159957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -159962.609375 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -159962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159966.359375 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -159966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159968.171875 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -159968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159969.875000 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -159969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159974.406250 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -159974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159976.312500 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -159976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159980.546875 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -159980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159984.312500 Penalty: 3610.199951
	Iteration 25Q: 3 clusters Score -159984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159988.468750 Penalty: 3610.199951
	Iteration 26Q: 3 clusters Score -159988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159992.015625 Penalty: 3610.199951
	Iteration 27Q: 3 clusters Score -159992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159997.187500 Penalty: 3610.199951
	Iteration 28Q: 3 clusters Score -159997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160004.218750 Penalty: 3610.199951
	Iteration 29Q: 3 clusters Score -160004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160011.359375 Penalty: 3610.199951
	Iteration 30Q: 3 clusters Score -160011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160019.828125 Penalty: 3610.199951
	Iteration 31Q: 3 clusters Score -160019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160025.531250 Penalty: 3610.199951
	Iteration 32Q: 3 clusters Score -160025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160027.265625 Penalty: 3610.199951
	Iteration 33Q: 3 clusters Score -160027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -160029.390625 Penalty: 3610.199951
	Iteration 34Q: 3 clusters Score -160029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160031.296875 Penalty: 3610.199951
	Iteration 35Q: 3 clusters Score -160031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160035.046875 Penalty: 3610.199951
	Iteration 36Q: 3 clusters Score -160035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160039.078125 Penalty: 3610.199951
	Iteration 37Q: 3 clusters Score -160039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160041.906250 Penalty: 3610.199951
	Iteration 38Q: 3 clusters Score -160041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160046.031250 Penalty: 3610.199951
	Iteration 39Q: 3 clusters Score -160046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160049.406250 Penalty: 3610.199951
	Iteration 40F: 3 clusters Score -160049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160054.437500 Penalty: 3610.199951
	Iteration 41Q: 3 clusters Score -160054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160058.500000 Penalty: 3610.199951
	Iteration 42Q: 3 clusters Score -160058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160063.828125 Penalty: 3610.199951
	Iteration 43Q: 3 clusters Score -160063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160069.125000 Penalty: 3610.199951
	Iteration 44Q: 3 clusters Score -160069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160073.859375 Penalty: 3610.199951
	Iteration 45Q: 3 clusters Score -160073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160084.390625 Penalty: 3610.199951
	Iteration 46Q: 3 clusters Score -160084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160101.984375 Penalty: 3610.199951
	Iteration 47Q: 3 clusters Score -160102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160118.406250 Penalty: 3610.199951
	Iteration 48Q: 3 clusters Score -160118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160131.562500 Penalty: 3610.199951
	Iteration 49Q: 3 clusters Score -160131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160151.453125 Penalty: 3610.199951
	Iteration 50Q: 3 clusters Score -160151.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160176.515625 Penalty: 3610.199951
	Iteration 51Q: 3 clusters Score -160176.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160194.546875 Penalty: 3610.199951
	Iteration 52Q: 3 clusters Score -160194.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160217.203125 Penalty: 3610.199951
	Iteration 53Q: 3 clusters Score -160217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -160234.015625 Penalty: 3610.199951
	Iteration 54Q: 3 clusters Score -160234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -160247.453125 Penalty: 3610.199951
	Iteration 55Q: 3 clusters Score -160247.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -160272.546875 Penalty: 3610.199951
	Iteration 56Q: 3 clusters Score -160272.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160301.406250 Penalty: 3610.199951
	Iteration 57Q: 3 clusters Score -160301.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160347.843750 Penalty: 3610.199951
	Iteration 58Q: 3 clusters Score -160347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160393.265625 Penalty: 3610.199951
	Iteration 59Q: 3 clusters Score -160393.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -160433.156250 Penalty: 3610.199951
	Iteration 60F: 3 clusters Score -160433.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160480.828125 Penalty: 3610.199951
	Iteration 61Q: 3 clusters Score -160480.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160526.515625 Penalty: 3610.199951
	Iteration 62Q: 3 clusters Score -160526.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160564.187500 Penalty: 3610.199951
	Iteration 63Q: 3 clusters Score -160564.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160600.656250 Penalty: 3610.199951
	Iteration 64Q: 3 clusters Score -160600.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160616.484375 Penalty: 3610.199951
	Iteration 65Q: 3 clusters Score -160616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160624.109375 Penalty: 3610.199951
	Iteration 66Q: 3 clusters Score -160624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160628.375000 Penalty: 3610.199951
	Iteration 67Q: 3 clusters Score -160628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160636.078125 Penalty: 3610.199951
	Iteration 68Q: 3 clusters Score -160636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160641.875000 Penalty: 3610.199951
	Iteration 69Q: 3 clusters Score -160641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160645.250000 Penalty: 3610.199951
	Iteration 70Q: 3 clusters Score -160645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -160646.234375 Penalty: 3610.199951
	Iteration 71Q: 3 clusters Score -160646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160647.484375 Penalty: 3610.199951
	Iteration 72Q: 3 clusters Score -160647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160647.484375 Penalty: 3610.199951
	Iteration 73F: 3 clusters Score -160647.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 279 members 
Entering Unmasked Estep 
Score: -56831.582031 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56831.58 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57025.179688 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57025.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57072.878906 Penalty: 3151.767578
	Iteration 2Q: 3 clusters Score -57072.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57101.203125 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57115.550781 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57115.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57131.433594 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57131.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57136.421875 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57136.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57137.347656 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57137.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57137.347656 Penalty: 3151.767578
	Iteration 8F: 3 clusters Score -57137.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 55450 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 8160 members 
Mstep: Class 6 contains 58646 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 52968 members 
Mstep: Class 9 contains 224986 members 
Mstep: Class 10 contains 19059 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 337876 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52929 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 92754 members 
Mstep: Class 17 contains 204109 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 68726 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31264 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52350 members 
Mstep: Class 24 contains 77954 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3257 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95655 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003920.000000 Penalty: 124057.148438
Iteration 279Q: 36 clusters Score -1.840039e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 56024 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 58660 members 
Mstep: Class 7 contains 8419 members 
Mstep: Class 8 contains 53027 members 
Mstep: Class 9 contains 224889 members 
Mstep: Class 10 contains 19051 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 337829 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 52975 members 
Mstep: Class 15 contains 82905 members 
Mstep: Class 16 contains 92674 members 
Mstep: Class 17 contains 203574 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 68734 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31269 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52372 members 
Mstep: Class 24 contains 77993 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95690 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003984.000000 Penalty: 124057.148438
Iteration 280F: 36 clusters Score -1.84004e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 56613 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12257 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 58671 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 53093 members 
Mstep: Class 9 contains 224767 members 
Mstep: Class 10 contains 19036 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 337780 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 53029 members 
Mstep: Class 15 contains 82909 members 
Mstep: Class 16 contains 92604 members 
Mstep: Class 17 contains 203076 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 68733 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31274 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52391 members 
Mstep: Class 24 contains 78007 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95731 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004112.000000 Penalty: 124057.148438
Iteration 281Q: 36 clusters Score -1.840041e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 57213 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12258 members 
Mstep: Class 5 contains 8135 members 
Mstep: Class 6 contains 58692 members 
Mstep: Class 7 contains 8420 members 
Mstep: Class 8 contains 53153 members 
Mstep: Class 9 contains 224605 members 
Mstep: Class 10 contains 19020 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 337714 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 53080 members 
Mstep: Class 15 contains 82905 members 
Mstep: Class 16 contains 92539 members 
Mstep: Class 17 contains 202589 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 68737 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31287 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52417 members 
Mstep: Class 24 contains 78028 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95774 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004176.000000 Penalty: 124057.148438
Iteration 282Q: 36 clusters Score -1.840042e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 57781 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 58716 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 53222 members 
Mstep: Class 9 contains 224474 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 337617 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 53143 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 92466 members 
Mstep: Class 17 contains 202110 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 68739 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31296 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52448 members 
Mstep: Class 24 contains 78068 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95814 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004224.000000 Penalty: 124057.148438
Iteration 283Q: 36 clusters Score -1.840042e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 58389 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 58739 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 53278 members 
Mstep: Class 9 contains 224360 members 
Mstep: Class 10 contains 19006 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 337485 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 53206 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 92394 members 
Mstep: Class 17 contains 201636 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 68745 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31302 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52478 members 
Mstep: Class 24 contains 78103 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95848 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003936.000000 Penalty: 124057.148438
Iteration 284Q: 36 clusters Score -1.840039e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 59005 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 58763 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 53334 members 
Mstep: Class 9 contains 224243 members 
Mstep: Class 10 contains 19002 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 337341 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 53263 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 92313 members 
Mstep: Class 17 contains 201182 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 68750 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31317 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52507 members 
Mstep: Class 24 contains 78106 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95888 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004544.000000 Penalty: 124057.148438
Iteration 285Q: 36 clusters Score -1.840045e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 59632 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12251 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58794 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 53390 members 
Mstep: Class 9 contains 224161 members 
Mstep: Class 10 contains 18993 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 337177 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 53305 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 92215 members 
Mstep: Class 17 contains 200743 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 68771 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31307 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52517 members 
Mstep: Class 24 contains 78124 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95932 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005056.000000 Penalty: 124057.148438
Iteration 286Q: 36 clusters Score -1.840051e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 60267 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 58836 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 53437 members 
Mstep: Class 9 contains 224104 members 
Mstep: Class 10 contains 18980 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 337009 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 53366 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 92127 members 
Mstep: Class 17 contains 200256 members 
Mstep: Class 18 contains 4250 members 
Mstep: Class 19 contains 68777 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31298 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52545 members 
Mstep: Class 24 contains 78130 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95964 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005936.000000 Penalty: 124057.148438
Iteration 287Q: 36 clusters Score -1.840059e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 60974 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 58895 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 53503 members 
Mstep: Class 9 contains 224082 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 336764 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 53424 members 
Mstep: Class 15 contains 82887 members 
Mstep: Class 16 contains 92068 members 
Mstep: Class 17 contains 199717 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 68785 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31295 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52563 members 
Mstep: Class 24 contains 78104 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95983 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006240.000000 Penalty: 124057.148438
Iteration 288Q: 36 clusters Score -1.840062e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 61664 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 58954 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 53558 members 
Mstep: Class 9 contains 224027 members 
Mstep: Class 10 contains 18952 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 336582 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 53491 members 
Mstep: Class 15 contains 82885 members 
Mstep: Class 16 contains 92002 members 
Mstep: Class 17 contains 199173 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 68803 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31285 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52575 members 
Mstep: Class 24 contains 78096 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96005 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006272.000000 Penalty: 124057.148438
Iteration 289Q: 36 clusters Score -1.840063e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 62350 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 59015 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 53615 members 
Mstep: Class 9 contains 223941 members 
Mstep: Class 10 contains 18943 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 336409 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 53548 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 91961 members 
Mstep: Class 17 contains 198667 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 68816 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31273 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52593 members 
Mstep: Class 24 contains 78079 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96007 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006800.000000 Penalty: 124057.148438
Iteration 290Q: 36 clusters Score -1.840068e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 63045 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 59064 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 53673 members 
Mstep: Class 9 contains 223902 members 
Mstep: Class 10 contains 18933 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 336253 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 53616 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 91920 members 
Mstep: Class 17 contains 198166 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 68811 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31265 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52586 members 
Mstep: Class 24 contains 78030 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96011 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006864.000000 Penalty: 124057.148438
Iteration 291Q: 36 clusters Score -1.840069e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 63763 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 59108 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 53715 members 
Mstep: Class 9 contains 223836 members 
Mstep: Class 10 contains 18930 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 336125 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 53687 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 91858 members 
Mstep: Class 17 contains 197650 members 
Mstep: Class 18 contains 4252 members 
Mstep: Class 19 contains 68811 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31244 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52599 members 
Mstep: Class 24 contains 77982 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96014 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006944.000000 Penalty: 124057.148438
Iteration 292Q: 36 clusters Score -1.840069e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 64476 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 59137 members 
Mstep: Class 7 contains 8432 members 
Mstep: Class 8 contains 53759 members 
Mstep: Class 9 contains 223789 members 
Mstep: Class 10 contains 18928 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 336008 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 53734 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 91784 members 
Mstep: Class 17 contains 197116 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 68815 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31214 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52609 members 
Mstep: Class 24 contains 77948 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96033 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007088.000000 Penalty: 124057.148438
Iteration 293Q: 36 clusters Score -1.840071e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 65168 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 59167 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 53799 members 
Mstep: Class 9 contains 223746 members 
Mstep: Class 10 contains 18923 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 335913 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 53775 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 91718 members 
Mstep: Class 17 contains 196567 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 68820 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31193 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52602 members 
Mstep: Class 24 contains 77910 members 
Mstep: Class 25 contains 3933 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96055 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007296.000000 Penalty: 124057.148438
Iteration 294Q: 36 clusters Score -1.840073e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 65842 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 8079 members 
Mstep: Class 6 contains 59207 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 53871 members 
Mstep: Class 9 contains 223711 members 
Mstep: Class 10 contains 18921 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 335728 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 53801 members 
Mstep: Class 15 contains 82872 members 
Mstep: Class 16 contains 91649 members 
Mstep: Class 17 contains 196035 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 68852 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31164 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52592 members 
Mstep: Class 24 contains 77894 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3290 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96101 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 36 clusters Score -1.840077e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 66523 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 59221 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 53926 members 
Mstep: Class 9 contains 223684 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 335591 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 14 contains 53847 members 
Mstep: Class 15 contains 82869 members 
Mstep: Class 16 contains 91562 members 
Mstep: Class 17 contains 195518 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 68866 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31169 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52591 members 
Mstep: Class 24 contains 77840 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96128 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 296Q: 36 clusters Score -1.840081e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 67205 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 59240 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 53969 members 
Mstep: Class 9 contains 223649 members 
Mstep: Class 10 contains 18899 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 335426 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 53884 members 
Mstep: Class 15 contains 82871 members 
Mstep: Class 16 contains 91483 members 
Mstep: Class 17 contains 195032 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 68873 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31168 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52579 members 
Mstep: Class 24 contains 77824 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3293 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 302 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96156 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 297Q: 36 clusters Score -1.840082e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 67862 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 8079 members 
Mstep: Class 6 contains 59273 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 54001 members 
Mstep: Class 9 contains 223609 members 
Mstep: Class 10 contains 18884 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 335186 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 53908 members 
Mstep: Class 15 contains 82869 members 
Mstep: Class 16 contains 91406 members 
Mstep: Class 17 contains 194604 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 68902 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31175 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52582 members 
Mstep: Class 24 contains 77809 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3293 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96221 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 298Q: 36 clusters Score -1.840086e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 68586 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 59291 members 
Mstep: Class 7 contains 8430 members 
Mstep: Class 8 contains 54015 members 
Mstep: Class 9 contains 223574 members 
Mstep: Class 10 contains 18873 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 334955 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 53966 members 
Mstep: Class 15 contains 82859 members 
Mstep: Class 16 contains 91311 members 
Mstep: Class 17 contains 194167 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 68935 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31174 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52574 members 
Mstep: Class 24 contains 77792 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96262 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 299Q: 36 clusters Score -1.840088e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 69313 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 59297 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 54031 members 
Mstep: Class 9 contains 223519 members 
Mstep: Class 10 contains 18871 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 334785 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 54017 members 
Mstep: Class 15 contains 82854 members 
Mstep: Class 16 contains 91208 members 
Mstep: Class 17 contains 193712 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 68961 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31177 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52577 members 
Mstep: Class 24 contains 77756 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3290 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96295 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 300F: 36 clusters Score -1.840085e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 70100 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 59297 members 
Mstep: Class 7 contains 8423 members 
Mstep: Class 8 contains 54027 members 
Mstep: Class 9 contains 223481 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 334624 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 54062 members 
Mstep: Class 15 contains 82852 members 
Mstep: Class 16 contains 91091 members 
Mstep: Class 17 contains 193268 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 68960 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31184 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52561 members 
Mstep: Class 24 contains 77727 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96318 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 301Q: 36 clusters Score -1.840081e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 70905 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 59285 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 54037 members 
Mstep: Class 9 contains 223426 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 334447 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 54105 members 
Mstep: Class 15 contains 82847 members 
Mstep: Class 16 contains 90978 members 
Mstep: Class 17 contains 192824 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 68963 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31183 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52547 members 
Mstep: Class 24 contains 77701 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3296 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96342 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 302Q: 36 clusters Score -1.840081e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 71695 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12238 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 59297 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 54055 members 
Mstep: Class 9 contains 223371 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 334278 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 54159 members 
Mstep: Class 15 contains 82846 members 
Mstep: Class 16 contains 90864 members 
Mstep: Class 17 contains 192343 members 
Mstep: Class 18 contains 4270 members 
Mstep: Class 19 contains 68980 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31185 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52506 members 
Mstep: Class 24 contains 77675 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3298 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96359 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 303Q: 36 clusters Score -1.840083e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 72568 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 59300 members 
Mstep: Class 7 contains 8425 members 
Mstep: Class 8 contains 54074 members 
Mstep: Class 9 contains 223281 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 334046 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 54217 members 
Mstep: Class 15 contains 82842 members 
Mstep: Class 16 contains 90724 members 
Mstep: Class 17 contains 191951 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 68989 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31172 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52466 members 
Mstep: Class 24 contains 77655 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3301 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96361 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 304Q: 36 clusters Score -1.840078e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 73396 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 59299 members 
Mstep: Class 7 contains 8425 members 
Mstep: Class 8 contains 54075 members 
Mstep: Class 9 contains 223163 members 
Mstep: Class 10 contains 18863 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 333838 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 54290 members 
Mstep: Class 15 contains 82842 members 
Mstep: Class 16 contains 90593 members 
Mstep: Class 17 contains 191580 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 69017 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31146 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52444 members 
Mstep: Class 24 contains 77620 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96375 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 305Q: 36 clusters Score -1.84008e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 74234 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 59299 members 
Mstep: Class 7 contains 8421 members 
Mstep: Class 8 contains 54091 members 
Mstep: Class 9 contains 223073 members 
Mstep: Class 10 contains 18860 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 333623 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 54356 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 90473 members 
Mstep: Class 17 contains 191176 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 69047 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31130 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52418 members 
Mstep: Class 24 contains 77558 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96390 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 306Q: 36 clusters Score -1.84008e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 75105 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12238 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 59295 members 
Mstep: Class 7 contains 8419 members 
Mstep: Class 8 contains 54079 members 
Mstep: Class 9 contains 223019 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 333300 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 54410 members 
Mstep: Class 15 contains 82835 members 
Mstep: Class 16 contains 90361 members 
Mstep: Class 17 contains 190809 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 69094 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31122 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52393 members 
Mstep: Class 24 contains 77493 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 418 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96412 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 307Q: 36 clusters Score -1.840087e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 76070 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 59274 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 54075 members 
Mstep: Class 9 contains 222941 members 
Mstep: Class 10 contains 18847 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 332946 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54440 members 
Mstep: Class 15 contains 82835 members 
Mstep: Class 16 contains 90235 members 
Mstep: Class 17 contains 190437 members 
Mstep: Class 18 contains 4279 members 
Mstep: Class 19 contains 69154 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31109 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52376 members 
Mstep: Class 24 contains 77426 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3304 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96440 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 308Q: 36 clusters Score -1.840085e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 77071 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 6 contains 59258 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 54072 members 
Mstep: Class 9 contains 222827 members 
Mstep: Class 10 contains 18832 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 332633 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54483 members 
Mstep: Class 15 contains 82833 members 
Mstep: Class 16 contains 90112 members 
Mstep: Class 17 contains 190072 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 69193 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31085 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52357 members 
Mstep: Class 24 contains 77335 members 
Mstep: Class 25 contains 3925 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3306 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96460 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 309Q: 36 clusters Score -1.840088e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 78102 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 59226 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 54075 members 
Mstep: Class 9 contains 222733 members 
Mstep: Class 10 contains 18825 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 332294 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54515 members 
Mstep: Class 15 contains 82836 members 
Mstep: Class 16 contains 89975 members 
Mstep: Class 17 contains 189677 members 
Mstep: Class 18 contains 4282 members 
Mstep: Class 19 contains 69247 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31066 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52330 members 
Mstep: Class 24 contains 77266 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3304 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96483 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 310Q: 36 clusters Score -1.840088e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 79121 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 59196 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 8 contains 54066 members 
Mstep: Class 9 contains 222630 members 
Mstep: Class 10 contains 18824 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 331979 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54537 members 
Mstep: Class 15 contains 82831 members 
Mstep: Class 16 contains 89826 members 
Mstep: Class 17 contains 189333 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 69299 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31045 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52303 members 
Mstep: Class 24 contains 77210 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96479 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 311Q: 36 clusters Score -1.840087e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 80139 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 59168 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 54047 members 
Mstep: Class 9 contains 222515 members 
Mstep: Class 10 contains 18825 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 331659 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54566 members 
Mstep: Class 15 contains 82832 members 
Mstep: Class 16 contains 89639 members 
Mstep: Class 17 contains 189047 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 69345 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31030 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52268 members 
Mstep: Class 24 contains 77142 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96491 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
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Iteration 312Q: 36 clusters Score -1.840093e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 81219 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 59136 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 54018 members 
Mstep: Class 9 contains 222413 members 
Mstep: Class 10 contains 18826 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 331337 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54569 members 
Mstep: Class 15 contains 82834 members 
Mstep: Class 16 contains 89450 members 
Mstep: Class 17 contains 188757 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 69378 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31019 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52241 members 
Mstep: Class 24 contains 77063 members 
Mstep: Class 25 contains 3934 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3298 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96476 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009552.000000 Penalty: 124057.148438
Iteration 313Q: 36 clusters Score -1.840096e+08 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 82331 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 59115 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 53990 members 
Mstep: Class 9 contains 222291 members 
Mstep: Class 10 contains 18822 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 331039 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54553 members 
Mstep: Class 15 contains 82832 members 
Mstep: Class 16 contains 89238 members 
Mstep: Class 17 contains 188473 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 69430 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30989 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52222 members 
Mstep: Class 24 contains 76976 members 
Mstep: Class 25 contains 3933 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3296 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96453 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009712.000000 Penalty: 124057.148438
Iteration 314Q: 36 clusters Score -1.840097e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 83451 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 59121 members 
Mstep: Class 7 contains 8408 members 
Mstep: Class 8 contains 53955 members 
Mstep: Class 9 contains 222164 members 
Mstep: Class 10 contains 18816 members 
Mstep: Class 11 contains 1962 members 
Mstep: Class 12 contains 330623 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54566 members 
Mstep: Class 15 contains 82838 members 
Mstep: Class 16 contains 89031 members 
Mstep: Class 17 contains 188242 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 69487 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30959 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52204 members 
Mstep: Class 24 contains 76896 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96418 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009744.000000 Penalty: 124057.148438
Iteration 315Q: 36 clusters Score -1.840097e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 84516 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 59095 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 53879 members 
Mstep: Class 9 contains 222069 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 330234 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 54568 members 
Mstep: Class 15 contains 82846 members 
Mstep: Class 16 contains 88824 members 
Mstep: Class 17 contains 188022 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 69576 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30926 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52178 members 
Mstep: Class 24 contains 76822 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96416 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010112.000000 Penalty: 124057.148438
Iteration 316Q: 36 clusters Score -1.840101e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 85709 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 59061 members 
Mstep: Class 7 contains 8408 members 
Mstep: Class 8 contains 53785 members 
Mstep: Class 9 contains 221966 members 
Mstep: Class 10 contains 18810 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 329861 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 54577 members 
Mstep: Class 15 contains 82847 members 
Mstep: Class 16 contains 88589 members 
Mstep: Class 17 contains 187799 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 69648 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30890 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52137 members 
Mstep: Class 24 contains 76733 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96407 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009760.000000 Penalty: 124057.148438
Iteration 317Q: 36 clusters Score -1.840098e+08 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 86919 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 8101 members 
Mstep: Class 6 contains 59015 members 
Mstep: Class 7 contains 8405 members 
Mstep: Class 8 contains 53708 members 
Mstep: Class 9 contains 221850 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 329428 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 54588 members 
Mstep: Class 15 contains 82851 members 
Mstep: Class 16 contains 88371 members 
Mstep: Class 17 contains 187592 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 69738 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30853 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52090 members 
Mstep: Class 24 contains 76654 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96387 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010048.000000 Penalty: 124057.148438
Iteration 318Q: 36 clusters Score -1.8401e+08 nChanged 3001
Entering ConstructFrom: 
Score: -184010048.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (48083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Entering Unmasked Estep 
Score: -5677972.500000 Penalty: 2673.609619
	Iteration 0F: 2 clusters Score -5677972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -5645561.500000 Penalty: 5347.219238
	Iteration 0F: 3 clusters Score -5645562 nChanged 22189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5658239.000000 Penalty: 5347.219238
	Iteration 1F: 3 clusters Score -5658239 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5659017.000000 Penalty: 5347.219238
	Iteration 2Q: 3 clusters Score -5659017 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5659985.000000 Penalty: 5347.219238
	Iteration 3Q: 3 clusters Score -5659985 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5661262.000000 Penalty: 5347.219238
	Iteration 4F: 3 clusters Score -5661262 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5663034.000000 Penalty: 5347.219238
	Iteration 5F: 3 clusters Score -5663034 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -5665229.500000 Penalty: 5347.219238
	Iteration 6F: 3 clusters Score -5665230 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -5667859.000000 Penalty: 5347.219238
	Iteration 7F: 3 clusters Score -5667859 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5670413.000000 Penalty: 5347.219238
	Iteration 8F: 3 clusters Score -5670413 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5672376.000000 Penalty: 5347.219238
	Iteration 9F: 3 clusters Score -5672376 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5673745.500000 Penalty: 5347.219238
	Iteration 10Q: 3 clusters Score -5673746 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5674583.000000 Penalty: 5347.219238
	Iteration 11Q: 3 clusters Score -5674583 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5675109.000000 Penalty: 5347.219238
	Iteration 12Q: 3 clusters Score -5675109 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5675422.500000 Penalty: 5347.219238
	Iteration 13Q: 3 clusters Score -5675422 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5675585.000000 Penalty: 5347.219238
	Iteration 14Q: 3 clusters Score -5675585 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5675684.500000 Penalty: 5347.219238
	Iteration 15Q: 3 clusters Score -5675684 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5675776.500000 Penalty: 5347.219238
	Iteration 16Q: 3 clusters Score -5675776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5675819.000000 Penalty: 5347.219238
	Iteration 17Q: 3 clusters Score -5675819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5675850.000000 Penalty: 5347.219238
	Iteration 18Q: 3 clusters Score -5675850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5675884.000000 Penalty: 5347.219238
	Iteration 19Q: 3 clusters Score -5675884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5675893.500000 Penalty: 5347.219238
	Iteration 20F: 3 clusters Score -5675894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5675909.000000 Penalty: 5347.219238
	Iteration 21Q: 3 clusters Score -5675909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5675914.500000 Penalty: 5347.219238
	Iteration 22Q: 3 clusters Score -5675914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5675925.000000 Penalty: 5347.219238
	Iteration 23Q: 3 clusters Score -5675925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5675916.500000 Penalty: 5347.219238
	Iteration 24Q: 3 clusters Score -5675916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5675927.500000 Penalty: 5347.219238
	Iteration 25Q: 3 clusters Score -5675928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5675922.000000 Penalty: 5347.219238
	Iteration 26Q: 3 clusters Score -5675922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5675936.500000 Penalty: 5347.219238
	Iteration 27Q: 3 clusters Score -5675936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5675939.000000 Penalty: 5347.219238
	Iteration 28Q: 3 clusters Score -5675939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5675944.500000 Penalty: 5347.219238
	Iteration 29Q: 3 clusters Score -5675944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5675945.000000 Penalty: 5347.219238
	Iteration 30Q: 3 clusters Score -5675945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5675942.000000 Penalty: 5347.219238
	Iteration 31Q: 3 clusters Score -5675942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5675944.500000 Penalty: 5347.219238
	Iteration 32Q: 3 clusters Score -5675944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5675937.000000 Penalty: 5347.219238
	Iteration 33Q: 3 clusters Score -5675937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5675942.000000 Penalty: 5347.219238
	Iteration 34Q: 3 clusters Score -5675942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5675941.000000 Penalty: 5347.219238
	Iteration 35Q: 3 clusters Score -5675941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5675943.500000 Penalty: 5347.219238
	Iteration 36Q: 3 clusters Score -5675944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5675945.500000 Penalty: 5347.219238
	Iteration 37Q: 3 clusters Score -5675946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5675952.000000 Penalty: 5347.219238
	Iteration 38Q: 3 clusters Score -5675952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5675952.000000 Penalty: 5347.219238
	Iteration 39F: 3 clusters Score -5675952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Entering Unmasked Estep 
Score: -10344690.000000 Penalty: 2823.961914
	Iteration 0F: 2 clusters Score -1.034469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -10285993.000000 Penalty: 5647.923828
	Iteration 0F: 3 clusters Score -1.028599e+07 nChanged 41209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -10309006.000000 Penalty: 5647.923828
	Iteration 1F: 3 clusters Score -1.030901e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -10309565.000000 Penalty: 5647.923828
	Iteration 2Q: 3 clusters Score -1.030956e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -10310115.000000 Penalty: 5647.923828
	Iteration 3Q: 3 clusters Score -1.031012e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -10310568.000000 Penalty: 5647.923828
	Iteration 4Q: 3 clusters Score -1.031057e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -10311039.000000 Penalty: 5647.923828
	Iteration 5Q: 3 clusters Score -1.031104e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -10311644.000000 Penalty: 5647.923828
	Iteration 6Q: 3 clusters Score -1.031164e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -10312345.000000 Penalty: 5647.923828
	Iteration 7Q: 3 clusters Score -1.031234e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -10313464.000000 Penalty: 5647.923828
	Iteration 8Q: 3 clusters Score -1.031346e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -10315601.000000 Penalty: 5647.923828
	Iteration 9Q: 3 clusters Score -1.03156e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -10318816.000000 Penalty: 5647.923828
	Iteration 10F: 3 clusters Score -1.031882e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -10323428.000000 Penalty: 5647.923828
	Iteration 11F: 3 clusters Score -1.032343e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -10328701.000000 Penalty: 5647.923828
	Iteration 12F: 3 clusters Score -1.03287e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -10333485.000000 Penalty: 5647.923828
	Iteration 13F: 3 clusters Score -1.033348e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -10336927.000000 Penalty: 5647.923828
	Iteration 14Q: 3 clusters Score -1.033693e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -10339039.000000 Penalty: 5647.923828
	Iteration 15Q: 3 clusters Score -1.033904e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -10340482.000000 Penalty: 5647.923828
	Iteration 16Q: 3 clusters Score -1.034048e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -10341195.000000 Penalty: 5647.923828
	Iteration 17Q: 3 clusters Score -1.03412e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -10341588.000000 Penalty: 5647.923828
	Iteration 18Q: 3 clusters Score -1.034159e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -10341817.000000 Penalty: 5647.923828
	Iteration 19Q: 3 clusters Score -1.034182e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -10341952.000000 Penalty: 5647.923828
	Iteration 20F: 3 clusters Score -1.034195e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -10342043.000000 Penalty: 5647.923828
	Iteration 21Q: 3 clusters Score -1.034204e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -10342099.000000 Penalty: 5647.923828
	Iteration 22Q: 3 clusters Score -1.03421e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -10342161.000000 Penalty: 5647.923828
	Iteration 23Q: 3 clusters Score -1.034216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -10342213.000000 Penalty: 5647.923828
	Iteration 24Q: 3 clusters Score -1.034221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -10342256.000000 Penalty: 5647.923828
	Iteration 25Q: 3 clusters Score -1.034226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -10342275.000000 Penalty: 5647.923828
	Iteration 26Q: 3 clusters Score -1.034228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -10342301.000000 Penalty: 5647.923828
	Iteration 27Q: 3 clusters Score -1.03423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -10342299.000000 Penalty: 5647.923828
	Iteration 28Q: 3 clusters Score -1.03423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -10342314.000000 Penalty: 5647.923828
	Iteration 29Q: 3 clusters Score -1.034231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -10342327.000000 Penalty: 5647.923828
	Iteration 30Q: 3 clusters Score -1.034233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -10342344.000000 Penalty: 5647.923828
	Iteration 31Q: 3 clusters Score -1.034234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -10342348.000000 Penalty: 5647.923828
	Iteration 32Q: 3 clusters Score -1.034235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -10342362.000000 Penalty: 5647.923828
	Iteration 33Q: 3 clusters Score -1.034236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -10342361.000000 Penalty: 5647.923828
	Iteration 34Q: 3 clusters Score -1.034236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -10342370.000000 Penalty: 5647.923828
	Iteration 35Q: 3 clusters Score -1.034237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -10342370.000000 Penalty: 5647.923828
	Iteration 36Q: 3 clusters Score -1.034237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -10342377.000000 Penalty: 5647.923828
	Iteration 37Q: 3 clusters Score -1.034238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -10342372.000000 Penalty: 5647.923828
	Iteration 38Q: 3 clusters Score -1.034237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -10342372.000000 Penalty: 5647.923828
	Iteration 39Q: 3 clusters Score -1.034237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87673 members 
Entering Unmasked Estep 
Score: -10342374.000000 Penalty: 5647.923828
	Iteration 40F: 3 clusters Score -1.034237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -10342378.000000 Penalty: 5647.923828
	Iteration 41Q: 3 clusters Score -1.034238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -10342379.000000 Penalty: 5647.923828
	Iteration 42Q: 3 clusters Score -1.034238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -10342377.000000 Penalty: 5647.923828
	Iteration 43Q: 3 clusters Score -1.034238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -10342379.000000 Penalty: 5647.923828
	Iteration 44Q: 3 clusters Score -1.034238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -10342379.000000 Penalty: 5647.923828
	Iteration 45F: 3 clusters Score -1.034238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -208118.734375 Penalty: 1871.256592
	Iteration 0F: 2 clusters Score -208118.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -205513.546875 Penalty: 3742.513184
	Iteration 0F: 3 clusters Score -205513.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -206027.500000 Penalty: 3742.513184
	Iteration 1F: 3 clusters Score -206027.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -206169.812500 Penalty: 3742.513184
	Iteration 2F: 3 clusters Score -206169.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206250.343750 Penalty: 3742.513184
	Iteration 3Q: 3 clusters Score -206250.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -206347.234375 Penalty: 3742.513184
	Iteration 4Q: 3 clusters Score -206347.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -206506.109375 Penalty: 3742.513184
	Iteration 5Q: 3 clusters Score -206506.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -206800.859375 Penalty: 3742.513184
	Iteration 6Q: 3 clusters Score -206800.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -207170.953125 Penalty: 3742.513184
	Iteration 7F: 3 clusters Score -207171 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -207379.937500 Penalty: 3742.513184
	Iteration 8F: 3 clusters Score -207379.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -207489.703125 Penalty: 3742.513184
	Iteration 9Q: 3 clusters Score -207489.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -207566.015625 Penalty: 3742.513184
	Iteration 10Q: 3 clusters Score -207566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -207648.812500 Penalty: 3742.513184
	Iteration 11Q: 3 clusters Score -207648.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -207695.281250 Penalty: 3742.513184
	Iteration 12Q: 3 clusters Score -207695.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -207745.953125 Penalty: 3742.513184
	Iteration 13Q: 3 clusters Score -207746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -207777.609375 Penalty: 3742.513184
	Iteration 14Q: 3 clusters Score -207777.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -207797.734375 Penalty: 3742.513184
	Iteration 15Q: 3 clusters Score -207797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -207814.281250 Penalty: 3742.513184
	Iteration 16Q: 3 clusters Score -207814.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -207826.109375 Penalty: 3742.513184
	Iteration 17Q: 3 clusters Score -207826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -207831.031250 Penalty: 3742.513184
	Iteration 18Q: 3 clusters Score -207831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -207834.703125 Penalty: 3742.513184
	Iteration 19Q: 3 clusters Score -207834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -207838.781250 Penalty: 3742.513184
	Iteration 20F: 3 clusters Score -207838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -207848.906250 Penalty: 3742.513184
	Iteration 21Q: 3 clusters Score -207848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -207858.437500 Penalty: 3742.513184
	Iteration 22Q: 3 clusters Score -207858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -207866.578125 Penalty: 3742.513184
	Iteration 23Q: 3 clusters Score -207866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -207871.234375 Penalty: 3742.513184
	Iteration 24Q: 3 clusters Score -207871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -207873.718750 Penalty: 3742.513184
	Iteration 25Q: 3 clusters Score -207873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -207877.468750 Penalty: 3742.513184
	Iteration 26Q: 3 clusters Score -207877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -207879.734375 Penalty: 3742.513184
	Iteration 27Q: 3 clusters Score -207879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -207880.421875 Penalty: 3742.513184
	Iteration 28Q: 3 clusters Score -207880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -207881.000000 Penalty: 3742.513184
	Iteration 29Q: 3 clusters Score -207881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -207882.718750 Penalty: 3742.513184
	Iteration 30Q: 3 clusters Score -207882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -207884.187500 Penalty: 3742.513184
	Iteration 31Q: 3 clusters Score -207884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -207885.843750 Penalty: 3742.513184
	Iteration 32Q: 3 clusters Score -207885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -207887.093750 Penalty: 3742.513184
	Iteration 33Q: 3 clusters Score -207887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -207887.843750 Penalty: 3742.513184
	Iteration 34Q: 3 clusters Score -207887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -207887.843750 Penalty: 3742.513184
	Iteration 35F: 3 clusters Score -207887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Entering Unmasked Estep 
Score: -1343829.625000 Penalty: 2335.160889
	Iteration 0F: 2 clusters Score -1343830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1334724.500000 Penalty: 4670.321777
	Iteration 0F: 3 clusters Score -1334724 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1337571.375000 Penalty: 4670.321777
	Iteration 1F: 3 clusters Score -1337571 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1337958.875000 Penalty: 4670.321777
	Iteration 2F: 3 clusters Score -1337959 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1338256.750000 Penalty: 4670.321777
	Iteration 3F: 3 clusters Score -1338257 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1338489.000000 Penalty: 4670.321777
	Iteration 4Q: 3 clusters Score -1338489 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1338686.250000 Penalty: 4670.321777
	Iteration 5Q: 3 clusters Score -1338686 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1338842.125000 Penalty: 4670.321777
	Iteration 6Q: 3 clusters Score -1338842 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1338989.375000 Penalty: 4670.321777
	Iteration 7Q: 3 clusters Score -1338989 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1339133.250000 Penalty: 4670.321777
	Iteration 8Q: 3 clusters Score -1339133 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1339247.750000 Penalty: 4670.321777
	Iteration 9Q: 3 clusters Score -1339248 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1339354.250000 Penalty: 4670.321777
	Iteration 10Q: 3 clusters Score -1339354 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1339443.500000 Penalty: 4670.321777
	Iteration 11Q: 3 clusters Score -1339444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1339528.500000 Penalty: 4670.321777
	Iteration 12Q: 3 clusters Score -1339528 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1339614.000000 Penalty: 4670.321777
	Iteration 13Q: 3 clusters Score -1339614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1339700.000000 Penalty: 4670.321777
	Iteration 14Q: 3 clusters Score -1339700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1339775.375000 Penalty: 4670.321777
	Iteration 15Q: 3 clusters Score -1339775 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1339859.500000 Penalty: 4670.321777
	Iteration 16Q: 3 clusters Score -1339860 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1339952.875000 Penalty: 4670.321777
	Iteration 17Q: 3 clusters Score -1339953 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1340052.875000 Penalty: 4670.321777
	Iteration 18Q: 3 clusters Score -1340053 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1340155.375000 Penalty: 4670.321777
	Iteration 19Q: 3 clusters Score -1340155 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1340249.500000 Penalty: 4670.321777
	Iteration 20F: 3 clusters Score -1340250 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1340343.000000 Penalty: 4670.321777
	Iteration 21Q: 3 clusters Score -1340343 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1340416.625000 Penalty: 4670.321777
	Iteration 22Q: 3 clusters Score -1340417 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1340483.375000 Penalty: 4670.321777
	Iteration 23Q: 3 clusters Score -1340483 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1340542.500000 Penalty: 4670.321777
	Iteration 24Q: 3 clusters Score -1340542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1340599.125000 Penalty: 4670.321777
	Iteration 25Q: 3 clusters Score -1340599 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1340648.250000 Penalty: 4670.321777
	Iteration 26Q: 3 clusters Score -1340648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1340687.125000 Penalty: 4670.321777
	Iteration 27Q: 3 clusters Score -1340687 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1340728.125000 Penalty: 4670.321777
	Iteration 28Q: 3 clusters Score -1340728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1340761.125000 Penalty: 4670.321777
	Iteration 29Q: 3 clusters Score -1340761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1340787.000000 Penalty: 4670.321777
	Iteration 30Q: 3 clusters Score -1340787 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1340812.500000 Penalty: 4670.321777
	Iteration 31Q: 3 clusters Score -1340812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1340826.875000 Penalty: 4670.321777
	Iteration 32Q: 3 clusters Score -1340827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1340839.875000 Penalty: 4670.321777
	Iteration 33Q: 3 clusters Score -1340840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1340849.500000 Penalty: 4670.321777
	Iteration 34Q: 3 clusters Score -1340850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1340862.250000 Penalty: 4670.321777
	Iteration 35Q: 3 clusters Score -1340862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1340869.625000 Penalty: 4670.321777
	Iteration 36Q: 3 clusters Score -1340870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1340869.375000 Penalty: 4670.321777
	Iteration 37Q: 3 clusters Score -1340869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1340877.875000 Penalty: 4670.321777
	Iteration 38Q: 3 clusters Score -1340878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1340880.250000 Penalty: 4670.321777
	Iteration 39Q: 3 clusters Score -1340880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1340890.250000 Penalty: 4670.321777
	Iteration 40F: 3 clusters Score -1340890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1340890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1340894.125000 Penalty: 4670.321777
	Iteration 42Q: 3 clusters Score -1340894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1340896.125000 Penalty: 4670.321777
	Iteration 43Q: 3 clusters Score -1340896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1340899.000000 Penalty: 4670.321777
	Iteration 44Q: 3 clusters Score -1340899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1340907.000000 Penalty: 4670.321777
	Iteration 45Q: 3 clusters Score -1340907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1340913.125000 Penalty: 4670.321777
	Iteration 46Q: 3 clusters Score -1340913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1340917.875000 Penalty: 4670.321777
	Iteration 47Q: 3 clusters Score -1340918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1340914.375000 Penalty: 4670.321777
	Iteration 48Q: 3 clusters Score -1340914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1340922.250000 Penalty: 4670.321777
	Iteration 49Q: 3 clusters Score -1340922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1340929.875000 Penalty: 4670.321777
	Iteration 50Q: 3 clusters Score -1340930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1340930.125000 Penalty: 4670.321777
	Iteration 51Q: 3 clusters Score -1340930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1340936.125000 Penalty: 4670.321777
	Iteration 52Q: 3 clusters Score -1340936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1340935.625000 Penalty: 4670.321777
	Iteration 53Q: 3 clusters Score -1340936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1340943.125000 Penalty: 4670.321777
	Iteration 54Q: 3 clusters Score -1340943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1340943.000000 Penalty: 4670.321777
	Iteration 55Q: 3 clusters Score -1340943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1340942.750000 Penalty: 4670.321777
	Iteration 56Q: 3 clusters Score -1340943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1340942.125000 Penalty: 4670.321777
	Iteration 57Q: 3 clusters Score -1340942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1340945.500000 Penalty: 4670.321777
	Iteration 58Q: 3 clusters Score -1340946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1340953.125000 Penalty: 4670.321777
	Iteration 59Q: 3 clusters Score -1340953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1340956.000000 Penalty: 4670.321777
	Iteration 60F: 3 clusters Score -1340956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1340959.125000 Penalty: 4670.321777
	Iteration 61Q: 3 clusters Score -1340959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1340965.500000 Penalty: 4670.321777
	Iteration 62Q: 3 clusters Score -1340966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1340974.875000 Penalty: 4670.321777
	Iteration 63Q: 3 clusters Score -1340975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1340981.750000 Penalty: 4670.321777
	Iteration 64Q: 3 clusters Score -1340982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1340995.375000 Penalty: 4670.321777
	Iteration 65Q: 3 clusters Score -1340995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1341008.000000 Penalty: 4670.321777
	Iteration 66Q: 3 clusters Score -1341008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1341022.125000 Penalty: 4670.321777
	Iteration 67Q: 3 clusters Score -1341022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1341034.875000 Penalty: 4670.321777
	Iteration 68Q: 3 clusters Score -1341035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1341048.250000 Penalty: 4670.321777
	Iteration 69Q: 3 clusters Score -1341048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1341067.500000 Penalty: 4670.321777
	Iteration 70Q: 3 clusters Score -1341068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1341083.250000 Penalty: 4670.321777
	Iteration 71Q: 3 clusters Score -1341083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1341104.000000 Penalty: 4670.321777
	Iteration 72Q: 3 clusters Score -1341104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1341121.000000 Penalty: 4670.321777
	Iteration 73Q: 3 clusters Score -1341121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1341126.250000 Penalty: 4670.321777
	Iteration 74Q: 3 clusters Score -1341126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1341134.500000 Penalty: 4670.321777
	Iteration 75Q: 3 clusters Score -1341134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1341144.875000 Penalty: 4670.321777
	Iteration 76Q: 3 clusters Score -1341145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1341154.625000 Penalty: 4670.321777
	Iteration 77Q: 3 clusters Score -1341155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1341161.875000 Penalty: 4670.321777
	Iteration 78Q: 3 clusters Score -1341162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1341165.000000 Penalty: 4670.321777
	Iteration 79Q: 3 clusters Score -1341165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1341172.000000 Penalty: 4670.321777
	Iteration 80F: 3 clusters Score -1341172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1341184.375000 Penalty: 4670.321777
	Iteration 81Q: 3 clusters Score -1341184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1341184.250000 Penalty: 4670.321777
	Iteration 82Q: 3 clusters Score -1341184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1341185.375000 Penalty: 4670.321777
	Iteration 83Q: 3 clusters Score -1341185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1341187.375000 Penalty: 4670.321777
	Iteration 84Q: 3 clusters Score -1341187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1341193.625000 Penalty: 4670.321777
	Iteration 85Q: 3 clusters Score -1341194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1341196.750000 Penalty: 4670.321777
	Iteration 86Q: 3 clusters Score -1341197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1341199.375000 Penalty: 4670.321777
	Iteration 87Q: 3 clusters Score -1341199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1341202.625000 Penalty: 4670.321777
	Iteration 88Q: 3 clusters Score -1341203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1341201.750000 Penalty: 4670.321777
	Iteration 89Q: 3 clusters Score -1341202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1341203.250000 Penalty: 4670.321777
	Iteration 90Q: 3 clusters Score -1341203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1341207.500000 Penalty: 4670.321777
	Iteration 91Q: 3 clusters Score -1341208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1341207.250000 Penalty: 4670.321777
	Iteration 92Q: 3 clusters Score -1341207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1341209.750000 Penalty: 4670.321777
	Iteration 93Q: 3 clusters Score -1341210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1341211.750000 Penalty: 4670.321777
	Iteration 94Q: 3 clusters Score -1341212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1341207.875000 Penalty: 4670.321777
	Iteration 95Q: 3 clusters Score -1341208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1341208.625000 Penalty: 4670.321777
	Iteration 96Q: 3 clusters Score -1341209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1341210.500000 Penalty: 4670.321777
	Iteration 97Q: 3 clusters Score -1341210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1341214.750000 Penalty: 4670.321777
	Iteration 98Q: 3 clusters Score -1341215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1341218.375000 Penalty: 4670.321777
	Iteration 99Q: 3 clusters Score -1341218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1341221.625000 Penalty: 4670.321777
	Iteration 100F: 3 clusters Score -1341222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1341222.000000 Penalty: 4670.321777
	Iteration 101Q: 3 clusters Score -1341222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1341221.875000 Penalty: 4670.321777
	Iteration 102Q: 3 clusters Score -1341222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1341223.375000 Penalty: 4670.321777
	Iteration 103Q: 3 clusters Score -1341223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1341222.750000 Penalty: 4670.321777
	Iteration 104Q: 3 clusters Score -1341223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1341227.375000 Penalty: 4670.321777
	Iteration 105Q: 3 clusters Score -1341227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1341228.625000 Penalty: 4670.321777
	Iteration 106Q: 3 clusters Score -1341229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1341228.000000 Penalty: 4670.321777
	Iteration 107Q: 3 clusters Score -1341228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1341229.625000 Penalty: 4670.321777
	Iteration 108Q: 3 clusters Score -1341230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1341233.125000 Penalty: 4670.321777
	Iteration 109Q: 3 clusters Score -1341233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1341233.875000 Penalty: 4670.321777
	Iteration 110Q: 3 clusters Score -1341234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1341239.125000 Penalty: 4670.321777
	Iteration 111Q: 3 clusters Score -1341239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1341241.125000 Penalty: 4670.321777
	Iteration 112Q: 3 clusters Score -1341241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1341247.125000 Penalty: 4670.321777
	Iteration 113Q: 3 clusters Score -1341247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1341249.625000 Penalty: 4670.321777
	Iteration 114Q: 3 clusters Score -1341250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1341256.125000 Penalty: 4670.321777
	Iteration 115Q: 3 clusters Score -1341256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1341260.750000 Penalty: 4670.321777
	Iteration 116Q: 3 clusters Score -1341261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1341269.500000 Penalty: 4670.321777
	Iteration 117Q: 3 clusters Score -1341270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1341275.875000 Penalty: 4670.321777
	Iteration 118Q: 3 clusters Score -1341276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1341281.875000 Penalty: 4670.321777
	Iteration 119Q: 3 clusters Score -1341282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1341282.875000 Penalty: 4670.321777
	Iteration 120F: 3 clusters Score -1341283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1341288.750000 Penalty: 4670.321777
	Iteration 121Q: 3 clusters Score -1341289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1341294.125000 Penalty: 4670.321777
	Iteration 122Q: 3 clusters Score -1341294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1341294.625000 Penalty: 4670.321777
	Iteration 123Q: 3 clusters Score -1341295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1341293.125000 Penalty: 4670.321777
	Iteration 124Q: 3 clusters Score -1341293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1341293.875000 Penalty: 4670.321777
	Iteration 125Q: 3 clusters Score -1341294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1341294.625000 Penalty: 4670.321777
	Iteration 126Q: 3 clusters Score -1341295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1341292.875000 Penalty: 4670.321777
	Iteration 127Q: 3 clusters Score -1341293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1341292.875000 Penalty: 4670.321777
	Iteration 128Q: 3 clusters Score -1341293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1341291.625000 Penalty: 4670.321777
	Iteration 129Q: 3 clusters Score -1341292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1341293.250000 Penalty: 4670.321777
	Iteration 130Q: 3 clusters Score -1341293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1341292.625000 Penalty: 4670.321777
	Iteration 131Q: 3 clusters Score -1341293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1341289.500000 Penalty: 4670.321777
	Iteration 132Q: 3 clusters Score -1341290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1341292.000000 Penalty: 4670.321777
	Iteration 133Q: 3 clusters Score -1341292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1341290.625000 Penalty: 4670.321777
	Iteration 134Q: 3 clusters Score -1341291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1341293.750000 Penalty: 4670.321777
	Iteration 135Q: 3 clusters Score -1341294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1341295.125000 Penalty: 4670.321777
	Iteration 136Q: 3 clusters Score -1341295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1341296.250000 Penalty: 4670.321777
	Iteration 137Q: 3 clusters Score -1341296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1341299.250000 Penalty: 4670.321777
	Iteration 138Q: 3 clusters Score -1341299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1341298.375000 Penalty: 4670.321777
	Iteration 139Q: 3 clusters Score -1341298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1341296.875000 Penalty: 4670.321777
	Iteration 140F: 3 clusters Score -1341297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1341297.125000 Penalty: 4670.321777
	Iteration 141Q: 3 clusters Score -1341297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1341297.375000 Penalty: 4670.321777
	Iteration 142Q: 3 clusters Score -1341297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1341296.875000 Penalty: 4670.321777
	Iteration 143Q: 3 clusters Score -1341297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1341297.625000 Penalty: 4670.321777
	Iteration 144Q: 3 clusters Score -1341298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1341299.875000 Penalty: 4670.321777
	Iteration 145Q: 3 clusters Score -1341300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1341301.125000 Penalty: 4670.321777
	Iteration 146Q: 3 clusters Score -1341301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1341300.125000 Penalty: 4670.321777
	Iteration 147Q: 3 clusters Score -1341300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1341304.250000 Penalty: 4670.321777
	Iteration 148Q: 3 clusters Score -1341304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1341304.250000 Penalty: 4670.321777
	Iteration 149Q: 3 clusters Score -1341304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1341308.375000 Penalty: 4670.321777
	Iteration 150Q: 3 clusters Score -1341308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1341309.250000 Penalty: 4670.321777
	Iteration 151Q: 3 clusters Score -1341309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1341310.250000 Penalty: 4670.321777
	Iteration 152Q: 3 clusters Score -1341310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1341316.000000 Penalty: 4670.321777
	Iteration 153Q: 3 clusters Score -1341316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1341313.375000 Penalty: 4670.321777
	Iteration 154Q: 3 clusters Score -1341313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1341311.750000 Penalty: 4670.321777
	Iteration 155Q: 3 clusters Score -1341312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1341315.375000 Penalty: 4670.321777
	Iteration 156Q: 3 clusters Score -1341315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1341319.125000 Penalty: 4670.321777
	Iteration 157Q: 3 clusters Score -1341319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1341318.500000 Penalty: 4670.321777
	Iteration 158Q: 3 clusters Score -1341318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1341323.125000 Penalty: 4670.321777
	Iteration 159Q: 3 clusters Score -1341323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1341323.750000 Penalty: 4670.321777
	Iteration 160F: 3 clusters Score -1341324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1341322.000000 Penalty: 4670.321777
	Iteration 161Q: 3 clusters Score -1341322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1341322.875000 Penalty: 4670.321777
	Iteration 162Q: 3 clusters Score -1341323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1341324.375000 Penalty: 4670.321777
	Iteration 163Q: 3 clusters Score -1341324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1341322.625000 Penalty: 4670.321777
	Iteration 164Q: 3 clusters Score -1341323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1341322.625000 Penalty: 4670.321777
	Iteration 165F: 3 clusters Score -1341323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -915573.875000 Penalty: 2232.058594
	Iteration 0F: 2 clusters Score -915573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -909156.125000 Penalty: 4464.117188
	Iteration 0F: 3 clusters Score -909156.1 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -910842.437500 Penalty: 4464.117188
	Iteration 1F: 3 clusters Score -910842.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -911112.812500 Penalty: 4464.117188
	Iteration 2F: 3 clusters Score -911112.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -911268.250000 Penalty: 4464.117188
	Iteration 3Q: 3 clusters Score -911268.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -911372.250000 Penalty: 4464.117188
	Iteration 4Q: 3 clusters Score -911372.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -911447.625000 Penalty: 4464.117188
	Iteration 5Q: 3 clusters Score -911447.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -911499.000000 Penalty: 4464.117188
	Iteration 6Q: 3 clusters Score -911499 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -911539.750000 Penalty: 4464.117188
	Iteration 7Q: 3 clusters Score -911539.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -911573.250000 Penalty: 4464.117188
	Iteration 8Q: 3 clusters Score -911573.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -911600.875000 Penalty: 4464.117188
	Iteration 9Q: 3 clusters Score -911600.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -911626.937500 Penalty: 4464.117188
	Iteration 10Q: 3 clusters Score -911626.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -911651.687500 Penalty: 4464.117188
	Iteration 11Q: 3 clusters Score -911651.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -911669.312500 Penalty: 4464.117188
	Iteration 12Q: 3 clusters Score -911669.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -911689.812500 Penalty: 4464.117188
	Iteration 13Q: 3 clusters Score -911689.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -911714.250000 Penalty: 4464.117188
	Iteration 14Q: 3 clusters Score -911714.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -911742.000000 Penalty: 4464.117188
	Iteration 15Q: 3 clusters Score -911742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -911763.250000 Penalty: 4464.117188
	Iteration 16Q: 3 clusters Score -911763.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -911782.000000 Penalty: 4464.117188
	Iteration 17Q: 3 clusters Score -911782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -911803.812500 Penalty: 4464.117188
	Iteration 18Q: 3 clusters Score -911803.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -911825.250000 Penalty: 4464.117188
	Iteration 19Q: 3 clusters Score -911825.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -911851.000000 Penalty: 4464.117188
	Iteration 20F: 3 clusters Score -911851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -911875.937500 Penalty: 4464.117188
	Iteration 21Q: 3 clusters Score -911875.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -911904.000000 Penalty: 4464.117188
	Iteration 22Q: 3 clusters Score -911904 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -911942.500000 Penalty: 4464.117188
	Iteration 23Q: 3 clusters Score -911942.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -911992.437500 Penalty: 4464.117188
	Iteration 24Q: 3 clusters Score -911992.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -912063.500000 Penalty: 4464.117188
	Iteration 25Q: 3 clusters Score -912063.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -912146.062500 Penalty: 4464.117188
	Iteration 26Q: 3 clusters Score -912146.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -912250.375000 Penalty: 4464.117188
	Iteration 27Q: 3 clusters Score -912250.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -912370.750000 Penalty: 4464.117188
	Iteration 28Q: 3 clusters Score -912370.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -912500.687500 Penalty: 4464.117188
	Iteration 29Q: 3 clusters Score -912500.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -912670.500000 Penalty: 4464.117188
	Iteration 30Q: 3 clusters Score -912670.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -912834.000000 Penalty: 4464.117188
	Iteration 31Q: 3 clusters Score -912834 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -912983.312500 Penalty: 4464.117188
	Iteration 32Q: 3 clusters Score -912983.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -913114.562500 Penalty: 4464.117188
	Iteration 33Q: 3 clusters Score -913114.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -913232.500000 Penalty: 4464.117188
	Iteration 34Q: 3 clusters Score -913232.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -913314.437500 Penalty: 4464.117188
	Iteration 35Q: 3 clusters Score -913314.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -913398.500000 Penalty: 4464.117188
	Iteration 36Q: 3 clusters Score -913398.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -913458.500000 Penalty: 4464.117188
	Iteration 37Q: 3 clusters Score -913458.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -913523.562500 Penalty: 4464.117188
	Iteration 38Q: 3 clusters Score -913523.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -913576.750000 Penalty: 4464.117188
	Iteration 39Q: 3 clusters Score -913576.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -913605.750000 Penalty: 4464.117188
	Iteration 40F: 3 clusters Score -913605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -913627.000000 Penalty: 4464.117188
	Iteration 41Q: 3 clusters Score -913627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -913644.375000 Penalty: 4464.117188
	Iteration 42Q: 3 clusters Score -913644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -913653.562500 Penalty: 4464.117188
	Iteration 43Q: 3 clusters Score -913653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -913657.687500 Penalty: 4464.117188
	Iteration 44Q: 3 clusters Score -913657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -913663.437500 Penalty: 4464.117188
	Iteration 45Q: 3 clusters Score -913663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -913666.687500 Penalty: 4464.117188
	Iteration 46Q: 3 clusters Score -913666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -913667.875000 Penalty: 4464.117188
	Iteration 47Q: 3 clusters Score -913667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -913667.875000 Penalty: 4464.117188
	Iteration 48F: 3 clusters Score -913667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Entering Unmasked Estep 
Score: -7005320.500000 Penalty: 2724.230713
	Iteration 0F: 2 clusters Score -7005320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6965594.500000 Penalty: 5448.461426
	Iteration 0F: 3 clusters Score -6965594 nChanged 27494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -6980771.000000 Penalty: 5448.461426
	Iteration 1F: 3 clusters Score -6980771 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -6981373.000000 Penalty: 5448.461426
	Iteration 2Q: 3 clusters Score -6981373 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6981892.500000 Penalty: 5448.461426
	Iteration 3Q: 3 clusters Score -6981892 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -6982491.500000 Penalty: 5448.461426
	Iteration 4Q: 3 clusters Score -6982492 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -6983353.500000 Penalty: 5448.461426
	Iteration 5Q: 3 clusters Score -6983354 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -6984348.500000 Penalty: 5448.461426
	Iteration 6Q: 3 clusters Score -6984348 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -6985939.500000 Penalty: 5448.461426
	Iteration 7F: 3 clusters Score -6985940 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -6988269.500000 Penalty: 5448.461426
	Iteration 8F: 3 clusters Score -6988270 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -6991500.000000 Penalty: 5448.461426
	Iteration 9F: 3 clusters Score -6991500 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -6994951.000000 Penalty: 5448.461426
	Iteration 10F: 3 clusters Score -6994951 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -6997228.000000 Penalty: 5448.461426
	Iteration 11F: 3 clusters Score -6997228 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -6998180.000000 Penalty: 5448.461426
	Iteration 12Q: 3 clusters Score -6998180 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6998657.500000 Penalty: 5448.461426
	Iteration 13Q: 3 clusters Score -6998658 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -6998995.500000 Penalty: 5448.461426
	Iteration 14Q: 3 clusters Score -6998996 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -6999339.000000 Penalty: 5448.461426
	Iteration 15Q: 3 clusters Score -6999339 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6999619.000000 Penalty: 5448.461426
	Iteration 16Q: 3 clusters Score -6999619 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -6999880.500000 Penalty: 5448.461426
	Iteration 17Q: 3 clusters Score -6999880 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -7000122.500000 Penalty: 5448.461426
	Iteration 18Q: 3 clusters Score -7000122 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -7000366.500000 Penalty: 5448.461426
	Iteration 19Q: 3 clusters Score -7000366 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -7000596.500000 Penalty: 5448.461426
	Iteration 20F: 3 clusters Score -7000596 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -7000816.500000 Penalty: 5448.461426
	Iteration 21Q: 3 clusters Score -7000816 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -7001033.500000 Penalty: 5448.461426
	Iteration 22Q: 3 clusters Score -7001034 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -7001210.500000 Penalty: 5448.461426
	Iteration 23Q: 3 clusters Score -7001210 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -7001404.500000 Penalty: 5448.461426
	Iteration 24Q: 3 clusters Score -7001404 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -7001574.000000 Penalty: 5448.461426
	Iteration 25Q: 3 clusters Score -7001574 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -7001753.000000 Penalty: 5448.461426
	Iteration 26Q: 3 clusters Score -7001753 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -7001884.000000 Penalty: 5448.461426
	Iteration 27Q: 3 clusters Score -7001884 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -7002040.500000 Penalty: 5448.461426
	Iteration 28Q: 3 clusters Score -7002040 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -7002218.500000 Penalty: 5448.461426
	Iteration 29Q: 3 clusters Score -7002218 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -7002310.000000 Penalty: 5448.461426
	Iteration 30Q: 3 clusters Score -7002310 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -7002416.000000 Penalty: 5448.461426
	Iteration 31Q: 3 clusters Score -7002416 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7002480.500000 Penalty: 5448.461426
	Iteration 32Q: 3 clusters Score -7002480 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -7002559.500000 Penalty: 5448.461426
	Iteration 33Q: 3 clusters Score -7002560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -7002628.500000 Penalty: 5448.461426
	Iteration 34Q: 3 clusters Score -7002628 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -7002715.000000 Penalty: 5448.461426
	Iteration 35Q: 3 clusters Score -7002715 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7002791.500000 Penalty: 5448.461426
	Iteration 36Q: 3 clusters Score -7002792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -7002850.000000 Penalty: 5448.461426
	Iteration 37Q: 3 clusters Score -7002850 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7002895.000000 Penalty: 5448.461426
	Iteration 38Q: 3 clusters Score -7002895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -7002950.500000 Penalty: 5448.461426
	Iteration 39Q: 3 clusters Score -7002950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -7002989.500000 Penalty: 5448.461426
	Iteration 40F: 3 clusters Score -7002990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -7003039.000000 Penalty: 5448.461426
	Iteration 41Q: 3 clusters Score -7003039 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -7003069.000000 Penalty: 5448.461426
	Iteration 42Q: 3 clusters Score -7003069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7003070.500000 Penalty: 5448.461426
	Iteration 43Q: 3 clusters Score -7003070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -7003116.500000 Penalty: 5448.461426
	Iteration 44Q: 3 clusters Score -7003116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -7003135.000000 Penalty: 5448.461426
	Iteration 45Q: 3 clusters Score -7003135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -7003150.000000 Penalty: 5448.461426
	Iteration 46Q: 3 clusters Score -7003150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -7003171.500000 Penalty: 5448.461426
	Iteration 47Q: 3 clusters Score -7003172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -7003188.000000 Penalty: 5448.461426
	Iteration 48Q: 3 clusters Score -7003188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -7003194.000000 Penalty: 5448.461426
	Iteration 49Q: 3 clusters Score -7003194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -7003190.000000 Penalty: 5448.461426
	Iteration 50Q: 3 clusters Score -7003190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -7003191.500000 Penalty: 5448.461426
	Iteration 51Q: 3 clusters Score -7003192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -7003204.500000 Penalty: 5448.461426
	Iteration 52Q: 3 clusters Score -7003204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -7003214.500000 Penalty: 5448.461426
	Iteration 53Q: 3 clusters Score -7003214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -7003227.500000 Penalty: 5448.461426
	Iteration 54Q: 3 clusters Score -7003228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -7003234.500000 Penalty: 5448.461426
	Iteration 55Q: 3 clusters Score -7003234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -7003235.500000 Penalty: 5448.461426
	Iteration 56Q: 3 clusters Score -7003236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -7003237.500000 Penalty: 5448.461426
	Iteration 57Q: 3 clusters Score -7003238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -7003240.500000 Penalty: 5448.461426
	Iteration 58Q: 3 clusters Score -7003240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7003246.000000 Penalty: 5448.461426
	Iteration 59Q: 3 clusters Score -7003246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7003240.000000 Penalty: 5448.461426
	Iteration 60F: 3 clusters Score -7003240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -7003249.000000 Penalty: 5448.461426
	Iteration 61Q: 3 clusters Score -7003249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -7003248.000000 Penalty: 5448.461426
	Iteration 62Q: 3 clusters Score -7003248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -7003250.500000 Penalty: 5448.461426
	Iteration 63Q: 3 clusters Score -7003250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -7003260.000000 Penalty: 5448.461426
	Iteration 64Q: 3 clusters Score -7003260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -7003263.000000 Penalty: 5448.461426
	Iteration 65Q: 3 clusters Score -7003263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -7003269.500000 Penalty: 5448.461426
	Iteration 66Q: 3 clusters Score -7003270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7003273.500000 Penalty: 5448.461426
	Iteration 67Q: 3 clusters Score -7003274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -7003270.000000 Penalty: 5448.461426
	Iteration 68Q: 3 clusters Score -7003270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7003274.500000 Penalty: 5448.461426
	Iteration 69Q: 3 clusters Score -7003274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -7003276.000000 Penalty: 5448.461426
	Iteration 70Q: 3 clusters Score -7003276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7003280.000000 Penalty: 5448.461426
	Iteration 71Q: 3 clusters Score -7003280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -7003274.000000 Penalty: 5448.461426
	Iteration 72Q: 3 clusters Score -7003274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7003278.500000 Penalty: 5448.461426
	Iteration 73Q: 3 clusters Score -7003278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7003276.500000 Penalty: 5448.461426
	Iteration 74Q: 3 clusters Score -7003276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -7003276.500000 Penalty: 5448.461426
	Iteration 75Q: 3 clusters Score -7003276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7003263.000000 Penalty: 5448.461426
	Iteration 76Q: 3 clusters Score -7003263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7003271.000000 Penalty: 5448.461426
	Iteration 77Q: 3 clusters Score -7003271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -7003270.500000 Penalty: 5448.461426
	Iteration 78Q: 3 clusters Score -7003270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -7003276.500000 Penalty: 5448.461426
	Iteration 79Q: 3 clusters Score -7003276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7003266.000000 Penalty: 5448.461426
	Iteration 80F: 3 clusters Score -7003266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -7003278.000000 Penalty: 5448.461426
	Iteration 81Q: 3 clusters Score -7003278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -7003266.000000 Penalty: 5448.461426
	Iteration 82Q: 3 clusters Score -7003266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -7003269.500000 Penalty: 5448.461426
	Iteration 83Q: 3 clusters Score -7003270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -7003278.000000 Penalty: 5448.461426
	Iteration 84Q: 3 clusters Score -7003278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -7003274.000000 Penalty: 5448.461426
	Iteration 85Q: 3 clusters Score -7003274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -7003276.500000 Penalty: 5448.461426
	Iteration 86Q: 3 clusters Score -7003276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -7003275.000000 Penalty: 5448.461426
	Iteration 87Q: 3 clusters Score -7003275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -7003275.000000 Penalty: 5448.461426
	Iteration 88Q: 3 clusters Score -7003275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -7003274.500000 Penalty: 5448.461426
	Iteration 89Q: 3 clusters Score -7003274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7003276.500000 Penalty: 5448.461426
	Iteration 90Q: 3 clusters Score -7003276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7003278.000000 Penalty: 5448.461426
	Iteration 91Q: 3 clusters Score -7003278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7003274.000000 Penalty: 5448.461426
	Iteration 92Q: 3 clusters Score -7003274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -7003270.000000 Penalty: 5448.461426
	Iteration 93Q: 3 clusters Score -7003270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7003273.000000 Penalty: 5448.461426
	Iteration 94Q: 3 clusters Score -7003273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -7003275.000000 Penalty: 5448.461426
	Iteration 95Q: 3 clusters Score -7003275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -7003274.000000 Penalty: 5448.461426
	Iteration 96Q: 3 clusters Score -7003274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -7003287.500000 Penalty: 5448.461426
	Iteration 97Q: 3 clusters Score -7003288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -7003280.000000 Penalty: 5448.461426
	Iteration 98Q: 3 clusters Score -7003280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -7003280.000000 Penalty: 5448.461426
	Iteration 99Q: 3 clusters Score -7003280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7003294.000000 Penalty: 5448.461426
	Iteration 100F: 3 clusters Score -7003294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7003283.500000 Penalty: 5448.461426
	Iteration 101Q: 3 clusters Score -7003284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7003297.000000 Penalty: 5448.461426
	Iteration 102Q: 3 clusters Score -7003297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -7003303.500000 Penalty: 5448.461426
	Iteration 103Q: 3 clusters Score -7003304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -7003304.000000 Penalty: 5448.461426
	Iteration 104Q: 3 clusters Score -7003304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -7003303.000000 Penalty: 5448.461426
	Iteration 105Q: 3 clusters Score -7003303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7003309.500000 Penalty: 5448.461426
	Iteration 106Q: 3 clusters Score -7003310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -7003309.000000 Penalty: 5448.461426
	Iteration 107Q: 3 clusters Score -7003309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -7003304.000000 Penalty: 5448.461426
	Iteration 108Q: 3 clusters Score -7003304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -7003304.000000 Penalty: 5448.461426
	Iteration 109F: 3 clusters Score -7003304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -964858.500000 Penalty: 2241.042725
	Iteration 0F: 2 clusters Score -964858.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -958245.437500 Penalty: 4482.085449
	Iteration 0F: 3 clusters Score -958245.4 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -960112.375000 Penalty: 4482.085449
	Iteration 1F: 3 clusters Score -960112.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -960407.562500 Penalty: 4482.085449
	Iteration 2F: 3 clusters Score -960407.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -960650.750000 Penalty: 4482.085449
	Iteration 3F: 3 clusters Score -960650.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -960845.375000 Penalty: 4482.085449
	Iteration 4Q: 3 clusters Score -960845.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -961059.937500 Penalty: 4482.085449
	Iteration 5Q: 3 clusters Score -961059.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -961321.187500 Penalty: 4482.085449
	Iteration 6Q: 3 clusters Score -961321.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -961565.875000 Penalty: 4482.085449
	Iteration 7Q: 3 clusters Score -961565.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -961809.812500 Penalty: 4482.085449
	Iteration 8Q: 3 clusters Score -961809.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -962034.187500 Penalty: 4482.085449
	Iteration 9Q: 3 clusters Score -962034.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -962225.687500 Penalty: 4482.085449
	Iteration 10Q: 3 clusters Score -962225.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -962365.812500 Penalty: 4482.085449
	Iteration 11Q: 3 clusters Score -962365.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -962485.687500 Penalty: 4482.085449
	Iteration 12Q: 3 clusters Score -962485.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -962591.062500 Penalty: 4482.085449
	Iteration 13Q: 3 clusters Score -962591.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -962664.812500 Penalty: 4482.085449
	Iteration 14Q: 3 clusters Score -962664.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -962719.562500 Penalty: 4482.085449
	Iteration 15Q: 3 clusters Score -962719.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -962770.250000 Penalty: 4482.085449
	Iteration 16Q: 3 clusters Score -962770.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -962816.062500 Penalty: 4482.085449
	Iteration 17Q: 3 clusters Score -962816.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -962857.125000 Penalty: 4482.085449
	Iteration 18Q: 3 clusters Score -962857.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -962893.437500 Penalty: 4482.085449
	Iteration 19Q: 3 clusters Score -962893.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -962929.187500 Penalty: 4482.085449
	Iteration 20F: 3 clusters Score -962929.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -962950.750000 Penalty: 4482.085449
	Iteration 21Q: 3 clusters Score -962950.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -962966.875000 Penalty: 4482.085449
	Iteration 22Q: 3 clusters Score -962966.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -962978.000000 Penalty: 4482.085449
	Iteration 23Q: 3 clusters Score -962978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -962991.125000 Penalty: 4482.085449
	Iteration 24Q: 3 clusters Score -962991.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -962999.437500 Penalty: 4482.085449
	Iteration 25Q: 3 clusters Score -962999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -963007.625000 Penalty: 4482.085449
	Iteration 26Q: 3 clusters Score -963007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -963016.562500 Penalty: 4482.085449
	Iteration 27Q: 3 clusters Score -963016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -963023.250000 Penalty: 4482.085449
	Iteration 28Q: 3 clusters Score -963023.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -963028.375000 Penalty: 4482.085449
	Iteration 29Q: 3 clusters Score -963028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -963034.875000 Penalty: 4482.085449
	Iteration 30Q: 3 clusters Score -963034.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -963040.187500 Penalty: 4482.085449
	Iteration 31Q: 3 clusters Score -963040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -963039.687500 Penalty: 4482.085449
	Iteration 32Q: 3 clusters Score -963039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -963039.625000 Penalty: 4482.085449
	Iteration 33Q: 3 clusters Score -963039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -963040.437500 Penalty: 4482.085449
	Iteration 34Q: 3 clusters Score -963040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -963040.250000 Penalty: 4482.085449
	Iteration 35Q: 3 clusters Score -963040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -963040.250000 Penalty: 4482.085449
	Iteration 36F: 3 clusters Score -963040.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Entering Unmasked Estep 
Score: -6376136.500000 Penalty: 2700.690674
	Iteration 0F: 2 clusters Score -6376136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -6339940.500000 Penalty: 5401.381348
	Iteration 0F: 3 clusters Score -6339940 nChanged 24959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6354049.500000 Penalty: 5401.381348
	Iteration 1F: 3 clusters Score -6354050 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6354922.500000 Penalty: 5401.381348
	Iteration 2Q: 3 clusters Score -6354922 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6356066.500000 Penalty: 5401.381348
	Iteration 3Q: 3 clusters Score -6356066 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6357437.000000 Penalty: 5401.381348
	Iteration 4F: 3 clusters Score -6357437 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -6359194.500000 Penalty: 5401.381348
	Iteration 5F: 3 clusters Score -6359194 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6361524.500000 Penalty: 5401.381348
	Iteration 6F: 3 clusters Score -6361524 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -6364148.000000 Penalty: 5401.381348
	Iteration 7F: 3 clusters Score -6364148 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -6366638.000000 Penalty: 5401.381348
	Iteration 8F: 3 clusters Score -6366638 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -6368102.000000 Penalty: 5401.381348
	Iteration 9F: 3 clusters Score -6368102 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6368704.000000 Penalty: 5401.381348
	Iteration 10Q: 3 clusters Score -6368704 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6369008.000000 Penalty: 5401.381348
	Iteration 11Q: 3 clusters Score -6369008 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -6369257.000000 Penalty: 5401.381348
	Iteration 12Q: 3 clusters Score -6369257 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -6369437.500000 Penalty: 5401.381348
	Iteration 13Q: 3 clusters Score -6369438 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6369612.500000 Penalty: 5401.381348
	Iteration 14Q: 3 clusters Score -6369612 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -6369695.500000 Penalty: 5401.381348
	Iteration 15Q: 3 clusters Score -6369696 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -6369783.500000 Penalty: 5401.381348
	Iteration 16Q: 3 clusters Score -6369784 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6369910.000000 Penalty: 5401.381348
	Iteration 17Q: 3 clusters Score -6369910 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6370054.500000 Penalty: 5401.381348
	Iteration 18Q: 3 clusters Score -6370054 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -6370158.000000 Penalty: 5401.381348
	Iteration 19Q: 3 clusters Score -6370158 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -6370237.500000 Penalty: 5401.381348
	Iteration 20F: 3 clusters Score -6370238 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6370355.000000 Penalty: 5401.381348
	Iteration 21Q: 3 clusters Score -6370355 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -6370453.500000 Penalty: 5401.381348
	Iteration 22Q: 3 clusters Score -6370454 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -6370500.500000 Penalty: 5401.381348
	Iteration 23Q: 3 clusters Score -6370500 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -6370594.500000 Penalty: 5401.381348
	Iteration 24Q: 3 clusters Score -6370594 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -6370670.000000 Penalty: 5401.381348
	Iteration 25Q: 3 clusters Score -6370670 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6370756.000000 Penalty: 5401.381348
	Iteration 26Q: 3 clusters Score -6370756 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -6370853.500000 Penalty: 5401.381348
	Iteration 27Q: 3 clusters Score -6370854 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -6370979.000000 Penalty: 5401.381348
	Iteration 28Q: 3 clusters Score -6370979 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -6371039.000000 Penalty: 5401.381348
	Iteration 29Q: 3 clusters Score -6371039 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -6371123.000000 Penalty: 5401.381348
	Iteration 30Q: 3 clusters Score -6371123 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6371203.000000 Penalty: 5401.381348
	Iteration 31Q: 3 clusters Score -6371203 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -6371286.500000 Penalty: 5401.381348
	Iteration 32Q: 3 clusters Score -6371286 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -6371348.000000 Penalty: 5401.381348
	Iteration 33Q: 3 clusters Score -6371348 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -6371421.500000 Penalty: 5401.381348
	Iteration 34Q: 3 clusters Score -6371422 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -6371490.500000 Penalty: 5401.381348
	Iteration 35Q: 3 clusters Score -6371490 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -6371593.000000 Penalty: 5401.381348
	Iteration 36Q: 3 clusters Score -6371593 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -6371736.000000 Penalty: 5401.381348
	Iteration 37Q: 3 clusters Score -6371736 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -6371837.500000 Penalty: 5401.381348
	Iteration 38Q: 3 clusters Score -6371838 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -6371965.500000 Penalty: 5401.381348
	Iteration 39Q: 3 clusters Score -6371966 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -6372075.000000 Penalty: 5401.381348
	Iteration 40F: 3 clusters Score -6372075 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -6372151.500000 Penalty: 5401.381348
	Iteration 41Q: 3 clusters Score -6372152 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -6372241.500000 Penalty: 5401.381348
	Iteration 42Q: 3 clusters Score -6372242 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -6372340.500000 Penalty: 5401.381348
	Iteration 43Q: 3 clusters Score -6372340 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -6372402.000000 Penalty: 5401.381348
	Iteration 44Q: 3 clusters Score -6372402 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -6372486.500000 Penalty: 5401.381348
	Iteration 45Q: 3 clusters Score -6372486 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -6372528.500000 Penalty: 5401.381348
	Iteration 46Q: 3 clusters Score -6372528 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -6372638.000000 Penalty: 5401.381348
	Iteration 47Q: 3 clusters Score -6372638 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6372713.500000 Penalty: 5401.381348
	Iteration 48Q: 3 clusters Score -6372714 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -6372771.000000 Penalty: 5401.381348
	Iteration 49Q: 3 clusters Score -6372771 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -6372859.000000 Penalty: 5401.381348
	Iteration 50Q: 3 clusters Score -6372859 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -6372965.000000 Penalty: 5401.381348
	Iteration 51Q: 3 clusters Score -6372965 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -6373042.500000 Penalty: 5401.381348
	Iteration 52Q: 3 clusters Score -6373042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -6373135.000000 Penalty: 5401.381348
	Iteration 53Q: 3 clusters Score -6373135 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -6373235.500000 Penalty: 5401.381348
	Iteration 54Q: 3 clusters Score -6373236 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6373331.000000 Penalty: 5401.381348
	Iteration 55Q: 3 clusters Score -6373331 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6373418.500000 Penalty: 5401.381348
	Iteration 56Q: 3 clusters Score -6373418 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6373518.000000 Penalty: 5401.381348
	Iteration 57Q: 3 clusters Score -6373518 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -6373581.500000 Penalty: 5401.381348
	Iteration 58Q: 3 clusters Score -6373582 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6373651.500000 Penalty: 5401.381348
	Iteration 59Q: 3 clusters Score -6373652 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -6373731.000000 Penalty: 5401.381348
	Iteration 60F: 3 clusters Score -6373731 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6373783.500000 Penalty: 5401.381348
	Iteration 61Q: 3 clusters Score -6373784 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6373801.500000 Penalty: 5401.381348
	Iteration 62Q: 3 clusters Score -6373802 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6373858.000000 Penalty: 5401.381348
	Iteration 63Q: 3 clusters Score -6373858 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -6373911.500000 Penalty: 5401.381348
	Iteration 64Q: 3 clusters Score -6373912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6373942.000000 Penalty: 5401.381348
	Iteration 65Q: 3 clusters Score -6373942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6373961.000000 Penalty: 5401.381348
	Iteration 66Q: 3 clusters Score -6373961 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6373999.000000 Penalty: 5401.381348
	Iteration 67Q: 3 clusters Score -6373999 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6374012.500000 Penalty: 5401.381348
	Iteration 68Q: 3 clusters Score -6374012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6374037.500000 Penalty: 5401.381348
	Iteration 69Q: 3 clusters Score -6374038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6374065.500000 Penalty: 5401.381348
	Iteration 70Q: 3 clusters Score -6374066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6374084.000000 Penalty: 5401.381348
	Iteration 71Q: 3 clusters Score -6374084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6374093.000000 Penalty: 5401.381348
	Iteration 72Q: 3 clusters Score -6374093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6374102.000000 Penalty: 5401.381348
	Iteration 73Q: 3 clusters Score -6374102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6374117.500000 Penalty: 5401.381348
	Iteration 74Q: 3 clusters Score -6374118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6374122.500000 Penalty: 5401.381348
	Iteration 75Q: 3 clusters Score -6374122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6374122.000000 Penalty: 5401.381348
	Iteration 76Q: 3 clusters Score -6374122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6374117.000000 Penalty: 5401.381348
	Iteration 77Q: 3 clusters Score -6374117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6374120.000000 Penalty: 5401.381348
	Iteration 78Q: 3 clusters Score -6374120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6374122.500000 Penalty: 5401.381348
	Iteration 79Q: 3 clusters Score -6374122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6374121.500000 Penalty: 5401.381348
	Iteration 80F: 3 clusters Score -6374122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6374115.000000 Penalty: 5401.381348
	Iteration 81Q: 3 clusters Score -6374115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6374124.500000 Penalty: 5401.381348
	Iteration 82Q: 3 clusters Score -6374124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6374113.000000 Penalty: 5401.381348
	Iteration 83Q: 3 clusters Score -6374113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6374126.000000 Penalty: 5401.381348
	Iteration 84Q: 3 clusters Score -6374126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6374136.000000 Penalty: 5401.381348
	Iteration 85Q: 3 clusters Score -6374136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6374136.000000 Penalty: 5401.381348
	Iteration 86Q: 3 clusters Score -6374136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6374131.500000 Penalty: 5401.381348
	Iteration 87Q: 3 clusters Score -6374132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6374141.500000 Penalty: 5401.381348
	Iteration 88Q: 3 clusters Score -6374142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6374153.000000 Penalty: 5401.381348
	Iteration 89Q: 3 clusters Score -6374153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6374168.500000 Penalty: 5401.381348
	Iteration 90Q: 3 clusters Score -6374168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6374176.500000 Penalty: 5401.381348
	Iteration 91Q: 3 clusters Score -6374176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6374175.000000 Penalty: 5401.381348
	Iteration 92Q: 3 clusters Score -6374175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6374181.500000 Penalty: 5401.381348
	Iteration 93Q: 3 clusters Score -6374182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6374181.000000 Penalty: 5401.381348
	Iteration 94Q: 3 clusters Score -6374181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6374192.500000 Penalty: 5401.381348
	Iteration 95Q: 3 clusters Score -6374192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6374199.500000 Penalty: 5401.381348
	Iteration 96Q: 3 clusters Score -6374200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6374211.500000 Penalty: 5401.381348
	Iteration 97Q: 3 clusters Score -6374212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6374213.000000 Penalty: 5401.381348
	Iteration 98Q: 3 clusters Score -6374213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6374229.000000 Penalty: 5401.381348
	Iteration 99Q: 3 clusters Score -6374229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6374231.500000 Penalty: 5401.381348
	Iteration 100F: 3 clusters Score -6374232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6374243.000000 Penalty: 5401.381348
	Iteration 101Q: 3 clusters Score -6374243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6374250.500000 Penalty: 5401.381348
	Iteration 102Q: 3 clusters Score -6374250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6374243.500000 Penalty: 5401.381348
	Iteration 103Q: 3 clusters Score -6374244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6374247.000000 Penalty: 5401.381348
	Iteration 104Q: 3 clusters Score -6374247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6374245.500000 Penalty: 5401.381348
	Iteration 105Q: 3 clusters Score -6374246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6374248.500000 Penalty: 5401.381348
	Iteration 106Q: 3 clusters Score -6374248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6374270.500000 Penalty: 5401.381348
	Iteration 107Q: 3 clusters Score -6374270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6374274.000000 Penalty: 5401.381348
	Iteration 108Q: 3 clusters Score -6374274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6374271.000000 Penalty: 5401.381348
	Iteration 109Q: 3 clusters Score -6374271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6374276.500000 Penalty: 5401.381348
	Iteration 110Q: 3 clusters Score -6374276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6374273.500000 Penalty: 5401.381348
	Iteration 111Q: 3 clusters Score -6374274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6374272.000000 Penalty: 5401.381348
	Iteration 112Q: 3 clusters Score -6374272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6374271.000000 Penalty: 5401.381348
	Iteration 113Q: 3 clusters Score -6374271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6374278.500000 Penalty: 5401.381348
	Iteration 114Q: 3 clusters Score -6374278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6374268.500000 Penalty: 5401.381348
	Iteration 115Q: 3 clusters Score -6374268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6374280.500000 Penalty: 5401.381348
	Iteration 116Q: 3 clusters Score -6374280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6374280.500000 Penalty: 5401.381348
	Iteration 117Q: 3 clusters Score -6374280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6374288.000000 Penalty: 5401.381348
	Iteration 118Q: 3 clusters Score -6374288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6374287.500000 Penalty: 5401.381348
	Iteration 119Q: 3 clusters Score -6374288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6374292.000000 Penalty: 5401.381348
	Iteration 120F: 3 clusters Score -6374292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (221724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221724 members 
Entering Unmasked Estep 
Score: -26062412.000000 Penalty: 3052.678711
	Iteration 0F: 2 clusters Score -2.606241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110834 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -25918950.000000 Penalty: 6105.357422
	Iteration 0F: 3 clusters Score -2.591895e+07 nChanged 106972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112908 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -25983328.000000 Penalty: 6105.357422
	Iteration 1F: 3 clusters Score -2.598333e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114101 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -25986054.000000 Penalty: 6105.357422
	Iteration 2Q: 3 clusters Score -2.598605e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -25989752.000000 Penalty: 6105.357422
	Iteration 3Q: 3 clusters Score -2.598975e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -25995990.000000 Penalty: 6105.357422
	Iteration 4F: 3 clusters Score -2.599599e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -26004910.000000 Penalty: 6105.357422
	Iteration 5F: 3 clusters Score -2.600491e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -26016042.000000 Penalty: 6105.357422
	Iteration 6F: 3 clusters Score -2.601604e+07 nChanged 14982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -26027330.000000 Penalty: 6105.357422
	Iteration 7F: 3 clusters Score -2.602733e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140149 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -26035246.000000 Penalty: 6105.357422
	Iteration 8F: 3 clusters Score -2.603525e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144118 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -26039420.000000 Penalty: 6105.357422
	Iteration 9Q: 3 clusters Score -2.603942e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -26041448.000000 Penalty: 6105.357422
	Iteration 10Q: 3 clusters Score -2.604145e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150830 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -26042786.000000 Penalty: 6105.357422
	Iteration 11Q: 3 clusters Score -2.604279e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -26044226.000000 Penalty: 6105.357422
	Iteration 12Q: 3 clusters Score -2.604423e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157657 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -26045160.000000 Penalty: 6105.357422
	Iteration 13Q: 3 clusters Score -2.604516e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161235 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -26046478.000000 Penalty: 6105.357422
	Iteration 14Q: 3 clusters Score -2.604648e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -26047460.000000 Penalty: 6105.357422
	Iteration 15Q: 3 clusters Score -2.604746e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -26048392.000000 Penalty: 6105.357422
	Iteration 16Q: 3 clusters Score -2.604839e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -26049542.000000 Penalty: 6105.357422
	Iteration 17Q: 3 clusters Score -2.604954e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -26050690.000000 Penalty: 6105.357422
	Iteration 18Q: 3 clusters Score -2.605069e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -26051934.000000 Penalty: 6105.357422
	Iteration 19Q: 3 clusters Score -2.605193e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -26053074.000000 Penalty: 6105.357422
	Iteration 20F: 3 clusters Score -2.605307e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187973 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -26053904.000000 Penalty: 6105.357422
	Iteration 21Q: 3 clusters Score -2.60539e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191472 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -26054818.000000 Penalty: 6105.357422
	Iteration 22Q: 3 clusters Score -2.605482e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -26055586.000000 Penalty: 6105.357422
	Iteration 23Q: 3 clusters Score -2.605559e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198064 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -26056464.000000 Penalty: 6105.357422
	Iteration 24Q: 3 clusters Score -2.605646e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200953 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -26057172.000000 Penalty: 6105.357422
	Iteration 25Q: 3 clusters Score -2.605717e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203633 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -26057752.000000 Penalty: 6105.357422
	Iteration 26Q: 3 clusters Score -2.605775e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206067 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -26058414.000000 Penalty: 6105.357422
	Iteration 27Q: 3 clusters Score -2.605841e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208233 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -26058776.000000 Penalty: 6105.357422
	Iteration 28Q: 3 clusters Score -2.605878e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210106 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -26059054.000000 Penalty: 6105.357422
	Iteration 29Q: 3 clusters Score -2.605905e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211708 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -26059278.000000 Penalty: 6105.357422
	Iteration 30Q: 3 clusters Score -2.605928e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213155 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -26059524.000000 Penalty: 6105.357422
	Iteration 31Q: 3 clusters Score -2.605952e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214366 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -26059880.000000 Penalty: 6105.357422
	Iteration 32Q: 3 clusters Score -2.605988e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215376 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -26059978.000000 Penalty: 6105.357422
	Iteration 33Q: 3 clusters Score -2.605998e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216161 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -26060124.000000 Penalty: 6105.357422
	Iteration 34Q: 3 clusters Score -2.606012e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216826 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -26060268.000000 Penalty: 6105.357422
	Iteration 35Q: 3 clusters Score -2.606027e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217333 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -26060280.000000 Penalty: 6105.357422
	Iteration 36Q: 3 clusters Score -2.606028e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217760 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -26060314.000000 Penalty: 6105.357422
	Iteration 37Q: 3 clusters Score -2.606031e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -26060324.000000 Penalty: 6105.357422
	Iteration 38Q: 3 clusters Score -2.606032e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218419 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -26060382.000000 Penalty: 6105.357422
	Iteration 39Q: 3 clusters Score -2.606038e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218677 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -26060478.000000 Penalty: 6105.357422
	Iteration 40F: 3 clusters Score -2.606048e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218873 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -26060486.000000 Penalty: 6105.357422
	Iteration 41Q: 3 clusters Score -2.606049e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219009 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -26060458.000000 Penalty: 6105.357422
	Iteration 42Q: 3 clusters Score -2.606046e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219140 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -26060448.000000 Penalty: 6105.357422
	Iteration 43Q: 3 clusters Score -2.606045e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219265 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -26060464.000000 Penalty: 6105.357422
	Iteration 44Q: 3 clusters Score -2.606046e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219371 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26060480.000000 Penalty: 6105.357422
	Iteration 45Q: 3 clusters Score -2.606048e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219461 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -26060468.000000 Penalty: 6105.357422
	Iteration 46Q: 3 clusters Score -2.606047e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219528 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -26060498.000000 Penalty: 6105.357422
	Iteration 47Q: 3 clusters Score -2.60605e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219585 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -26060536.000000 Penalty: 6105.357422
	Iteration 48Q: 3 clusters Score -2.606054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219636 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -26060614.000000 Penalty: 6105.357422
	Iteration 49Q: 3 clusters Score -2.606061e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219680 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -26060574.000000 Penalty: 6105.357422
	Iteration 50Q: 3 clusters Score -2.606057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219724 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -26060564.000000 Penalty: 6105.357422
	Iteration 51Q: 3 clusters Score -2.606056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219763 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -26060554.000000 Penalty: 6105.357422
	Iteration 52Q: 3 clusters Score -2.606055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219796 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -26060532.000000 Penalty: 6105.357422
	Iteration 53Q: 3 clusters Score -2.606053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219824 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -26060526.000000 Penalty: 6105.357422
	Iteration 54Q: 3 clusters Score -2.606053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219858 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -26060524.000000 Penalty: 6105.357422
	Iteration 55Q: 3 clusters Score -2.606052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219895 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -26060506.000000 Penalty: 6105.357422
	Iteration 56Q: 3 clusters Score -2.606051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219921 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -26060504.000000 Penalty: 6105.357422
	Iteration 57Q: 3 clusters Score -2.60605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219932 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -26060508.000000 Penalty: 6105.357422
	Iteration 58Q: 3 clusters Score -2.606051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219947 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -26060496.000000 Penalty: 6105.357422
	Iteration 59Q: 3 clusters Score -2.60605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219959 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26060500.000000 Penalty: 6105.357422
	Iteration 60F: 3 clusters Score -2.60605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219971 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -26060504.000000 Penalty: 6105.357422
	Iteration 61Q: 3 clusters Score -2.60605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219976 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -26060510.000000 Penalty: 6105.357422
	Iteration 62Q: 3 clusters Score -2.606051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219980 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -26060502.000000 Penalty: 6105.357422
	Iteration 63Q: 3 clusters Score -2.60605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219982 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26060514.000000 Penalty: 6105.357422
	Iteration 64Q: 3 clusters Score -2.606051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219983 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -26060510.000000 Penalty: 6105.357422
	Iteration 65Q: 3 clusters Score -2.606051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219984 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -26060510.000000 Penalty: 6105.357422
	Iteration 66Q: 3 clusters Score -2.606051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219984 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -26060510.000000 Penalty: 6105.357422
	Iteration 67F: 3 clusters Score -2.606051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Entering Unmasked Estep 
Score: -2183820.750000 Penalty: 2440.799072
	Iteration 0F: 2 clusters Score -2183821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2170604.000000 Penalty: 4881.598145
	Iteration 0F: 3 clusters Score -2170604 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2175437.500000 Penalty: 4881.598145
	Iteration 1F: 3 clusters Score -2175438 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2176222.750000 Penalty: 4881.598145
	Iteration 2F: 3 clusters Score -2176223 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2177030.000000 Penalty: 4881.598145
	Iteration 3F: 3 clusters Score -2177030 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2177827.500000 Penalty: 4881.598145
	Iteration 4F: 3 clusters Score -2177828 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2178567.750000 Penalty: 4881.598145
	Iteration 5F: 3 clusters Score -2178568 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2179194.000000 Penalty: 4881.598145
	Iteration 6F: 3 clusters Score -2179194 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2179787.500000 Penalty: 4881.598145
	Iteration 7Q: 3 clusters Score -2179788 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2180312.500000 Penalty: 4881.598145
	Iteration 8Q: 3 clusters Score -2180312 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2180680.500000 Penalty: 4881.598145
	Iteration 9Q: 3 clusters Score -2180680 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2180970.500000 Penalty: 4881.598145
	Iteration 10Q: 3 clusters Score -2180970 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2181194.000000 Penalty: 4881.598145
	Iteration 11Q: 3 clusters Score -2181194 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2181359.750000 Penalty: 4881.598145
	Iteration 12Q: 3 clusters Score -2181360 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2181469.500000 Penalty: 4881.598145
	Iteration 13Q: 3 clusters Score -2181470 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2181570.500000 Penalty: 4881.598145
	Iteration 14Q: 3 clusters Score -2181570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2181657.250000 Penalty: 4881.598145
	Iteration 15Q: 3 clusters Score -2181657 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2181708.250000 Penalty: 4881.598145
	Iteration 16Q: 3 clusters Score -2181708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2181754.250000 Penalty: 4881.598145
	Iteration 17Q: 3 clusters Score -2181754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2181792.000000 Penalty: 4881.598145
	Iteration 18Q: 3 clusters Score -2181792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2181820.750000 Penalty: 4881.598145
	Iteration 19Q: 3 clusters Score -2181821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2181847.500000 Penalty: 4881.598145
	Iteration 20F: 3 clusters Score -2181848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2181864.250000 Penalty: 4881.598145
	Iteration 21Q: 3 clusters Score -2181864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2181869.500000 Penalty: 4881.598145
	Iteration 22Q: 3 clusters Score -2181870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2181882.250000 Penalty: 4881.598145
	Iteration 23Q: 3 clusters Score -2181882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2181897.250000 Penalty: 4881.598145
	Iteration 24Q: 3 clusters Score -2181897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2181908.000000 Penalty: 4881.598145
	Iteration 25Q: 3 clusters Score -2181908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2181915.250000 Penalty: 4881.598145
	Iteration 26Q: 3 clusters Score -2181915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2181922.500000 Penalty: 4881.598145
	Iteration 27Q: 3 clusters Score -2181922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2181925.000000 Penalty: 4881.598145
	Iteration 28Q: 3 clusters Score -2181925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2181927.500000 Penalty: 4881.598145
	Iteration 29Q: 3 clusters Score -2181928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2181933.000000 Penalty: 4881.598145
	Iteration 30Q: 3 clusters Score -2181933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2181940.000000 Penalty: 4881.598145
	Iteration 31Q: 3 clusters Score -2181940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2181942.750000 Penalty: 4881.598145
	Iteration 32Q: 3 clusters Score -2181943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2181948.250000 Penalty: 4881.598145
	Iteration 33Q: 3 clusters Score -2181948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2181951.000000 Penalty: 4881.598145
	Iteration 34Q: 3 clusters Score -2181951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2181956.500000 Penalty: 4881.598145
	Iteration 35Q: 3 clusters Score -2181956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2181966.750000 Penalty: 4881.598145
	Iteration 36Q: 3 clusters Score -2181967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2181975.500000 Penalty: 4881.598145
	Iteration 37Q: 3 clusters Score -2181976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2181977.000000 Penalty: 4881.598145
	Iteration 38Q: 3 clusters Score -2181977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2181974.250000 Penalty: 4881.598145
	Iteration 39Q: 3 clusters Score -2181974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2181976.750000 Penalty: 4881.598145
	Iteration 40F: 3 clusters Score -2181977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2181985.250000 Penalty: 4881.598145
	Iteration 41Q: 3 clusters Score -2181985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2181988.500000 Penalty: 4881.598145
	Iteration 42Q: 3 clusters Score -2181988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2181994.750000 Penalty: 4881.598145
	Iteration 43Q: 3 clusters Score -2181995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2181998.500000 Penalty: 4881.598145
	Iteration 44Q: 3 clusters Score -2181998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2181997.750000 Penalty: 4881.598145
	Iteration 45Q: 3 clusters Score -2181998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2182000.250000 Penalty: 4881.598145
	Iteration 46Q: 3 clusters Score -2182000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2182006.500000 Penalty: 4881.598145
	Iteration 47Q: 3 clusters Score -2182006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2182007.750000 Penalty: 4881.598145
	Iteration 48Q: 3 clusters Score -2182008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2182010.750000 Penalty: 4881.598145
	Iteration 49Q: 3 clusters Score -2182011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2182015.750000 Penalty: 4881.598145
	Iteration 50Q: 3 clusters Score -2182016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2182014.000000 Penalty: 4881.598145
	Iteration 51Q: 3 clusters Score -2182014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2182018.000000 Penalty: 4881.598145
	Iteration 52Q: 3 clusters Score -2182018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2182018.000000 Penalty: 4881.598145
	Iteration 53F: 3 clusters Score -2182018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -224634.500000 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -224634.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -222024.375000 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -222024.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -222458.890625 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -222458.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -222585.843750 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -222585.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -222642.687500 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -222642.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222673.968750 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -222674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -222702.046875 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -222702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -222725.875000 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -222725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222733.421875 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -222733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -222736.796875 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -222736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222738.406250 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -222738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -222741.765625 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -222741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -222745.890625 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -222745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -222747.656250 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -222747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222750.140625 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -222750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222752.531250 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -222752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -222753.015625 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -222753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -222754.843750 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -222754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -222755.750000 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -222755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -222757.796875 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -222757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -222758.484375 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -222758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -222759.937500 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -222759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -222760.781250 Penalty: 3759.267334
	Iteration 21Q: 3 clusters Score -222760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222762.359375 Penalty: 3759.267334
	Iteration 22Q: 3 clusters Score -222762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222766.000000 Penalty: 3759.267334
	Iteration 23Q: 3 clusters Score -222766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -222768.328125 Penalty: 3759.267334
	Iteration 24Q: 3 clusters Score -222768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -222770.171875 Penalty: 3759.267334
	Iteration 25Q: 3 clusters Score -222770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -222772.375000 Penalty: 3759.267334
	Iteration 26Q: 3 clusters Score -222772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222773.875000 Penalty: 3759.267334
	Iteration 27Q: 3 clusters Score -222773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -222774.000000 Penalty: 3759.267334
	Iteration 28Q: 3 clusters Score -222774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -222774.000000 Penalty: 3759.267334
	Iteration 29F: 3 clusters Score -222774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (329022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329022 members 
Entering Unmasked Estep 
Score: -38423976.000000 Penalty: 3150.562256
	Iteration 0F: 2 clusters Score -3.842398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -38217892.000000 Penalty: 6301.124512
	Iteration 0F: 3 clusters Score -3.821789e+07 nChanged 159535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -38313268.000000 Penalty: 6301.124512
	Iteration 1F: 3 clusters Score -3.831327e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -38315172.000000 Penalty: 6301.124512
	Iteration 2Q: 3 clusters Score -3.831517e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 184009 members 
Entering Unmasked Estep 
Score: -38317676.000000 Penalty: 6301.124512
	Iteration 3Q: 3 clusters Score -3.831768e+07 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 193989 members 
Entering Unmasked Estep 
Score: -38322184.000000 Penalty: 6301.124512
	Iteration 4Q: 3 clusters Score -3.832218e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 207997 members 
Entering Unmasked Estep 
Score: -38329548.000000 Penalty: 6301.124512
	Iteration 5Q: 3 clusters Score -3.832955e+07 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 226148 members 
Entering Unmasked Estep 
Score: -38342800.000000 Penalty: 6301.124512
	Iteration 6F: 3 clusters Score -3.83428e+07 nChanged 22573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 246449 members 
Entering Unmasked Estep 
Score: -38360420.000000 Penalty: 6301.124512
	Iteration 7F: 3 clusters Score -3.836042e+07 nChanged 20825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 264188 members 
Entering Unmasked Estep 
Score: -38379184.000000 Penalty: 6301.124512
	Iteration 8F: 3 clusters Score -3.837918e+07 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 276031 members 
Entering Unmasked Estep 
Score: -38393436.000000 Penalty: 6301.124512
	Iteration 9Q: 3 clusters Score -3.839344e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 282694 members 
Entering Unmasked Estep 
Score: -38400648.000000 Penalty: 6301.124512
	Iteration 10Q: 3 clusters Score -3.840065e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 287369 members 
Entering Unmasked Estep 
Score: -38404048.000000 Penalty: 6301.124512
	Iteration 11Q: 3 clusters Score -3.840405e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 291479 members 
Entering Unmasked Estep 
Score: -38406604.000000 Penalty: 6301.124512
	Iteration 12Q: 3 clusters Score -3.84066e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 295337 members 
Entering Unmasked Estep 
Score: -38408796.000000 Penalty: 6301.124512
	Iteration 13Q: 3 clusters Score -3.84088e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 299066 members 
Entering Unmasked Estep 
Score: -38411296.000000 Penalty: 6301.124512
	Iteration 14Q: 3 clusters Score -3.84113e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 302771 members 
Entering Unmasked Estep 
Score: -38413400.000000 Penalty: 6301.124512
	Iteration 15Q: 3 clusters Score -3.84134e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 306198 members 
Entering Unmasked Estep 
Score: -38415340.000000 Penalty: 6301.124512
	Iteration 16Q: 3 clusters Score -3.841534e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 309357 members 
Entering Unmasked Estep 
Score: -38417068.000000 Penalty: 6301.124512
	Iteration 17Q: 3 clusters Score -3.841707e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 312018 members 
Entering Unmasked Estep 
Score: -38417684.000000 Penalty: 6301.124512
	Iteration 18Q: 3 clusters Score -3.841768e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 314223 members 
Entering Unmasked Estep 
Score: -38418272.000000 Penalty: 6301.124512
	Iteration 19Q: 3 clusters Score -3.841827e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 316161 members 
Entering Unmasked Estep 
Score: -38418840.000000 Penalty: 6301.124512
	Iteration 20F: 3 clusters Score -3.841884e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 317791 members 
Entering Unmasked Estep 
Score: -38419308.000000 Penalty: 6301.124512
	Iteration 21Q: 3 clusters Score -3.841931e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 319212 members 
Entering Unmasked Estep 
Score: -38419812.000000 Penalty: 6301.124512
	Iteration 22Q: 3 clusters Score -3.841981e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 320438 members 
Entering Unmasked Estep 
Score: -38420084.000000 Penalty: 6301.124512
	Iteration 23Q: 3 clusters Score -3.842008e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 321491 members 
Entering Unmasked Estep 
Score: -38420204.000000 Penalty: 6301.124512
	Iteration 24Q: 3 clusters Score -3.84202e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 322369 members 
Entering Unmasked Estep 
Score: -38420408.000000 Penalty: 6301.124512
	Iteration 25Q: 3 clusters Score -3.842041e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 323101 members 
Entering Unmasked Estep 
Score: -38420748.000000 Penalty: 6301.124512
	Iteration 26Q: 3 clusters Score -3.842075e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 323695 members 
Entering Unmasked Estep 
Score: -38420936.000000 Penalty: 6301.124512
	Iteration 27Q: 3 clusters Score -3.842094e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 324186 members 
Entering Unmasked Estep 
Score: -38421036.000000 Penalty: 6301.124512
	Iteration 28Q: 3 clusters Score -3.842104e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 324590 members 
Entering Unmasked Estep 
Score: -38421124.000000 Penalty: 6301.124512
	Iteration 29Q: 3 clusters Score -3.842112e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 324958 members 
Entering Unmasked Estep 
Score: -38421264.000000 Penalty: 6301.124512
	Iteration 30Q: 3 clusters Score -3.842126e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 325228 members 
Entering Unmasked Estep 
Score: -38421228.000000 Penalty: 6301.124512
	Iteration 31Q: 3 clusters Score -3.842123e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 325469 members 
Entering Unmasked Estep 
Score: -38421412.000000 Penalty: 6301.124512
	Iteration 32Q: 3 clusters Score -3.842141e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 325694 members 
Entering Unmasked Estep 
Score: -38421524.000000 Penalty: 6301.124512
	Iteration 33Q: 3 clusters Score -3.842152e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 325902 members 
Entering Unmasked Estep 
Score: -38421548.000000 Penalty: 6301.124512
	Iteration 34Q: 3 clusters Score -3.842155e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 326075 members 
Entering Unmasked Estep 
Score: -38421484.000000 Penalty: 6301.124512
	Iteration 35Q: 3 clusters Score -3.842148e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 326211 members 
Entering Unmasked Estep 
Score: -38421548.000000 Penalty: 6301.124512
	Iteration 36Q: 3 clusters Score -3.842155e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 326330 members 
Entering Unmasked Estep 
Score: -38421608.000000 Penalty: 6301.124512
	Iteration 37Q: 3 clusters Score -3.842161e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 326423 members 
Entering Unmasked Estep 
Score: -38421672.000000 Penalty: 6301.124512
	Iteration 38Q: 3 clusters Score -3.842167e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 326492 members 
Entering Unmasked Estep 
Score: -38421728.000000 Penalty: 6301.124512
	Iteration 39Q: 3 clusters Score -3.842173e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 326554 members 
Entering Unmasked Estep 
Score: -38421664.000000 Penalty: 6301.124512
	Iteration 40F: 3 clusters Score -3.842166e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 326615 members 
Entering Unmasked Estep 
Score: -38421732.000000 Penalty: 6301.124512
	Iteration 41Q: 3 clusters Score -3.842173e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 326657 members 
Entering Unmasked Estep 
Score: -38421764.000000 Penalty: 6301.124512
	Iteration 42Q: 3 clusters Score -3.842176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 326694 members 
Entering Unmasked Estep 
Score: -38421800.000000 Penalty: 6301.124512
	Iteration 43Q: 3 clusters Score -3.84218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 326723 members 
Entering Unmasked Estep 
Score: -38421792.000000 Penalty: 6301.124512
	Iteration 44Q: 3 clusters Score -3.842179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 326755 members 
Entering Unmasked Estep 
Score: -38421776.000000 Penalty: 6301.124512
	Iteration 45Q: 3 clusters Score -3.842178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 326784 members 
Entering Unmasked Estep 
Score: -38421808.000000 Penalty: 6301.124512
	Iteration 46Q: 3 clusters Score -3.842181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 326804 members 
Entering Unmasked Estep 
Score: -38421776.000000 Penalty: 6301.124512
	Iteration 47Q: 3 clusters Score -3.842178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 326820 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 48Q: 3 clusters Score -3.842181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 326835 members 
Entering Unmasked Estep 
Score: -38421816.000000 Penalty: 6301.124512
	Iteration 49Q: 3 clusters Score -3.842182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 326856 members 
Entering Unmasked Estep 
Score: -38421768.000000 Penalty: 6301.124512
	Iteration 50Q: 3 clusters Score -3.842177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 326876 members 
Entering Unmasked Estep 
Score: -38421804.000000 Penalty: 6301.124512
	Iteration 51Q: 3 clusters Score -3.84218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 326890 members 
Entering Unmasked Estep 
Score: -38421768.000000 Penalty: 6301.124512
	Iteration 52Q: 3 clusters Score -3.842177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 326904 members 
Entering Unmasked Estep 
Score: -38421788.000000 Penalty: 6301.124512
	Iteration 53Q: 3 clusters Score -3.842179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 326920 members 
Entering Unmasked Estep 
Score: -38421796.000000 Penalty: 6301.124512
	Iteration 54Q: 3 clusters Score -3.84218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 326940 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 55Q: 3 clusters Score -3.842181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 326964 members 
Entering Unmasked Estep 
Score: -38421800.000000 Penalty: 6301.124512
	Iteration 56Q: 3 clusters Score -3.84218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 326977 members 
Entering Unmasked Estep 
Score: -38421816.000000 Penalty: 6301.124512
	Iteration 57Q: 3 clusters Score -3.842182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 326991 members 
Entering Unmasked Estep 
Score: -38421796.000000 Penalty: 6301.124512
	Iteration 58Q: 3 clusters Score -3.84218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 327001 members 
Entering Unmasked Estep 
Score: -38421804.000000 Penalty: 6301.124512
	Iteration 59Q: 3 clusters Score -3.84218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 327011 members 
Entering Unmasked Estep 
Score: -38421804.000000 Penalty: 6301.124512
	Iteration 60F: 3 clusters Score -3.84218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 327022 members 
Entering Unmasked Estep 
Score: -38421800.000000 Penalty: 6301.124512
	Iteration 61Q: 3 clusters Score -3.84218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 327030 members 
Entering Unmasked Estep 
Score: -38421784.000000 Penalty: 6301.124512
	Iteration 62Q: 3 clusters Score -3.842178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 327037 members 
Entering Unmasked Estep 
Score: -38421796.000000 Penalty: 6301.124512
	Iteration 63Q: 3 clusters Score -3.84218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 327053 members 
Entering Unmasked Estep 
Score: -38421796.000000 Penalty: 6301.124512
	Iteration 64Q: 3 clusters Score -3.84218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 327066 members 
Entering Unmasked Estep 
Score: -38421836.000000 Penalty: 6301.124512
	Iteration 65Q: 3 clusters Score -3.842184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 327078 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 66Q: 3 clusters Score -3.842181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 327093 members 
Entering Unmasked Estep 
Score: -38421824.000000 Penalty: 6301.124512
	Iteration 67Q: 3 clusters Score -3.842182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 327100 members 
Entering Unmasked Estep 
Score: -38421792.000000 Penalty: 6301.124512
	Iteration 68Q: 3 clusters Score -3.842179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 327106 members 
Entering Unmasked Estep 
Score: -38421820.000000 Penalty: 6301.124512
	Iteration 69Q: 3 clusters Score -3.842182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 327113 members 
Entering Unmasked Estep 
Score: -38421808.000000 Penalty: 6301.124512
	Iteration 70Q: 3 clusters Score -3.842181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 327121 members 
Entering Unmasked Estep 
Score: -38421840.000000 Penalty: 6301.124512
	Iteration 71Q: 3 clusters Score -3.842184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 327133 members 
Entering Unmasked Estep 
Score: -38421824.000000 Penalty: 6301.124512
	Iteration 72Q: 3 clusters Score -3.842182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 327139 members 
Entering Unmasked Estep 
Score: -38421828.000000 Penalty: 6301.124512
	Iteration 73Q: 3 clusters Score -3.842183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 327143 members 
Entering Unmasked Estep 
Score: -38421824.000000 Penalty: 6301.124512
	Iteration 74Q: 3 clusters Score -3.842182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 327150 members 
Entering Unmasked Estep 
Score: -38421804.000000 Penalty: 6301.124512
	Iteration 75Q: 3 clusters Score -3.84218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 327157 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 76Q: 3 clusters Score -3.842181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 327166 members 
Entering Unmasked Estep 
Score: -38421816.000000 Penalty: 6301.124512
	Iteration 77Q: 3 clusters Score -3.842182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 327174 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 78Q: 3 clusters Score -3.842181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 327177 members 
Entering Unmasked Estep 
Score: -38421824.000000 Penalty: 6301.124512
	Iteration 79Q: 3 clusters Score -3.842182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 327179 members 
Entering Unmasked Estep 
Score: -38421816.000000 Penalty: 6301.124512
	Iteration 80F: 3 clusters Score -3.842182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 327182 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 81Q: 3 clusters Score -3.842181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 327185 members 
Entering Unmasked Estep 
Score: -38421816.000000 Penalty: 6301.124512
	Iteration 82Q: 3 clusters Score -3.842182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 327187 members 
Entering Unmasked Estep 
Score: -38421820.000000 Penalty: 6301.124512
	Iteration 83Q: 3 clusters Score -3.842182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 327188 members 
Entering Unmasked Estep 
Score: -38421824.000000 Penalty: 6301.124512
	Iteration 84Q: 3 clusters Score -3.842182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 327191 members 
Entering Unmasked Estep 
Score: -38421836.000000 Penalty: 6301.124512
	Iteration 85Q: 3 clusters Score -3.842184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 327195 members 
Entering Unmasked Estep 
Score: -38421816.000000 Penalty: 6301.124512
	Iteration 86Q: 3 clusters Score -3.842182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 327197 members 
Entering Unmasked Estep 
Score: -38421820.000000 Penalty: 6301.124512
	Iteration 87Q: 3 clusters Score -3.842182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 327200 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 88Q: 3 clusters Score -3.842181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 327202 members 
Entering Unmasked Estep 
Score: -38421824.000000 Penalty: 6301.124512
	Iteration 89Q: 3 clusters Score -3.842182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 327202 members 
Entering Unmasked Estep 
Score: -38421820.000000 Penalty: 6301.124512
	Iteration 90Q: 3 clusters Score -3.842182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 327201 members 
Entering Unmasked Estep 
Score: -38421808.000000 Penalty: 6301.124512
	Iteration 91Q: 3 clusters Score -3.842181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 327202 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 92Q: 3 clusters Score -3.842181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 327202 members 
Entering Unmasked Estep 
Score: -38421812.000000 Penalty: 6301.124512
	Iteration 93F: 3 clusters Score -3.842181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -276352.406250 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -276352.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -273361.625000 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -273361.6 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -273963.843750 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -273963.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -274189.906250 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -274189.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -274343.593750 Penalty: 3881.519775
	Iteration 3F: 3 clusters Score -274343.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -274458.312500 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -274458.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -274545.750000 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -274545.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -274612.125000 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -274612.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -274679.593750 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -274679.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -274736.468750 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -274736.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -274786.906250 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -274786.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -274820.218750 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -274820.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -274848.187500 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -274848.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -274869.687500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -274869.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -274887.093750 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -274887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -274901.531250 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -274901.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -274914.625000 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -274914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -274925.468750 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -274925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -274931.500000 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -274931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -274936.875000 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -274936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -274938.093750 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -274938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -274939.625000 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -274939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -274940.937500 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -274940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -274945.156250 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -274945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -274947.781250 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -274947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -274949.937500 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -274949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -274951.906250 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -274951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -274958.062500 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -274958.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -274966.937500 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -274966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -274969.625000 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -274969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -274972.968750 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -274973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -274976.187500 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -274976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -274978.750000 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -274978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -274980.156250 Penalty: 3881.519775
	Iteration 32Q: 3 clusters Score -274980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -274981.312500 Penalty: 3881.519775
	Iteration 33Q: 3 clusters Score -274981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -274981.312500 Penalty: 3881.519775
	Iteration 34F: 3 clusters Score -274981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Entering Unmasked Estep 
Score: -6435610.500000 Penalty: 2705.149902
	Iteration 0F: 2 clusters Score -6435610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6398814.000000 Penalty: 5410.299805
	Iteration 0F: 3 clusters Score -6398814 nChanged 25397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6412774.000000 Penalty: 5410.299805
	Iteration 1F: 3 clusters Score -6412774 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -6413550.000000 Penalty: 5410.299805
	Iteration 2Q: 3 clusters Score -6413550 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -6414403.500000 Penalty: 5410.299805
	Iteration 3Q: 3 clusters Score -6414404 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -6415485.500000 Penalty: 5410.299805
	Iteration 4Q: 3 clusters Score -6415486 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -6416782.500000 Penalty: 5410.299805
	Iteration 5Q: 3 clusters Score -6416782 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -6418519.000000 Penalty: 5410.299805
	Iteration 6F: 3 clusters Score -6418519 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -6420881.500000 Penalty: 5410.299805
	Iteration 7F: 3 clusters Score -6420882 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6423929.500000 Penalty: 5410.299805
	Iteration 8F: 3 clusters Score -6423930 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -6427103.500000 Penalty: 5410.299805
	Iteration 9F: 3 clusters Score -6427104 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6429806.500000 Penalty: 5410.299805
	Iteration 10F: 3 clusters Score -6429806 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6431589.500000 Penalty: 5410.299805
	Iteration 11Q: 3 clusters Score -6431590 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6432449.500000 Penalty: 5410.299805
	Iteration 12Q: 3 clusters Score -6432450 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6432838.000000 Penalty: 5410.299805
	Iteration 13Q: 3 clusters Score -6432838 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6433014.500000 Penalty: 5410.299805
	Iteration 14Q: 3 clusters Score -6433014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6433139.500000 Penalty: 5410.299805
	Iteration 15Q: 3 clusters Score -6433140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6433218.500000 Penalty: 5410.299805
	Iteration 16Q: 3 clusters Score -6433218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6433250.000000 Penalty: 5410.299805
	Iteration 17Q: 3 clusters Score -6433250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6433276.500000 Penalty: 5410.299805
	Iteration 18Q: 3 clusters Score -6433276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6433294.000000 Penalty: 5410.299805
	Iteration 19Q: 3 clusters Score -6433294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6433315.000000 Penalty: 5410.299805
	Iteration 20F: 3 clusters Score -6433315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6433329.000000 Penalty: 5410.299805
	Iteration 21Q: 3 clusters Score -6433329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6433325.500000 Penalty: 5410.299805
	Iteration 22Q: 3 clusters Score -6433326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6433338.000000 Penalty: 5410.299805
	Iteration 23Q: 3 clusters Score -6433338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6433343.000000 Penalty: 5410.299805
	Iteration 24Q: 3 clusters Score -6433343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6433340.500000 Penalty: 5410.299805
	Iteration 25Q: 3 clusters Score -6433340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6433345.000000 Penalty: 5410.299805
	Iteration 26Q: 3 clusters Score -6433345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6433348.000000 Penalty: 5410.299805
	Iteration 27Q: 3 clusters Score -6433348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6433348.000000 Penalty: 5410.299805
	Iteration 28F: 3 clusters Score -6433348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Entering Unmasked Estep 
Score: -9651811.000000 Penalty: 2808.550293
	Iteration 0F: 2 clusters Score -9651811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -9596422.000000 Penalty: 5617.100586
	Iteration 0F: 3 clusters Score -9596422 nChanged 38830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -9618480.000000 Penalty: 5617.100586
	Iteration 1F: 3 clusters Score -9618480 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -9619512.000000 Penalty: 5617.100586
	Iteration 2Q: 3 clusters Score -9619512 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -9620823.000000 Penalty: 5617.100586
	Iteration 3Q: 3 clusters Score -9620823 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -9622400.000000 Penalty: 5617.100586
	Iteration 4Q: 3 clusters Score -9622400 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -9624423.000000 Penalty: 5617.100586
	Iteration 5Q: 3 clusters Score -9624423 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -9627099.000000 Penalty: 5617.100586
	Iteration 6F: 3 clusters Score -9627099 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -9630163.000000 Penalty: 5617.100586
	Iteration 7F: 3 clusters Score -9630163 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -9633920.000000 Penalty: 5617.100586
	Iteration 8F: 3 clusters Score -9633920 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -9637678.000000 Penalty: 5617.100586
	Iteration 9F: 3 clusters Score -9637678 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -9640777.000000 Penalty: 5617.100586
	Iteration 10F: 3 clusters Score -9640777 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -9642688.000000 Penalty: 5617.100586
	Iteration 11Q: 3 clusters Score -9642688 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -9643830.000000 Penalty: 5617.100586
	Iteration 12Q: 3 clusters Score -9643830 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -9644513.000000 Penalty: 5617.100586
	Iteration 13Q: 3 clusters Score -9644513 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -9644920.000000 Penalty: 5617.100586
	Iteration 14Q: 3 clusters Score -9644920 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -9645269.000000 Penalty: 5617.100586
	Iteration 15Q: 3 clusters Score -9645269 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9645493.000000 Penalty: 5617.100586
	Iteration 16Q: 3 clusters Score -9645493 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -9645645.000000 Penalty: 5617.100586
	Iteration 17Q: 3 clusters Score -9645645 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9645839.000000 Penalty: 5617.100586
	Iteration 18Q: 3 clusters Score -9645839 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -9645945.000000 Penalty: 5617.100586
	Iteration 19Q: 3 clusters Score -9645945 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9646004.000000 Penalty: 5617.100586
	Iteration 20F: 3 clusters Score -9646004 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9646090.000000 Penalty: 5617.100586
	Iteration 21Q: 3 clusters Score -9646090 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -9646140.000000 Penalty: 5617.100586
	Iteration 22Q: 3 clusters Score -9646140 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -9646190.000000 Penalty: 5617.100586
	Iteration 23Q: 3 clusters Score -9646190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -9646242.000000 Penalty: 5617.100586
	Iteration 24Q: 3 clusters Score -9646242 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -9646251.000000 Penalty: 5617.100586
	Iteration 25Q: 3 clusters Score -9646251 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -9646270.000000 Penalty: 5617.100586
	Iteration 26Q: 3 clusters Score -9646270 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -9646284.000000 Penalty: 5617.100586
	Iteration 27Q: 3 clusters Score -9646284 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -9646381.000000 Penalty: 5617.100586
	Iteration 28Q: 3 clusters Score -9646381 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -9646439.000000 Penalty: 5617.100586
	Iteration 29Q: 3 clusters Score -9646439 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -9646457.000000 Penalty: 5617.100586
	Iteration 30Q: 3 clusters Score -9646457 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -9646468.000000 Penalty: 5617.100586
	Iteration 31Q: 3 clusters Score -9646468 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -9646493.000000 Penalty: 5617.100586
	Iteration 32Q: 3 clusters Score -9646493 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -9646553.000000 Penalty: 5617.100586
	Iteration 33Q: 3 clusters Score -9646553 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -9646569.000000 Penalty: 5617.100586
	Iteration 34Q: 3 clusters Score -9646569 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -9646598.000000 Penalty: 5617.100586
	Iteration 35Q: 3 clusters Score -9646598 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -9646600.000000 Penalty: 5617.100586
	Iteration 36Q: 3 clusters Score -9646600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -9646620.000000 Penalty: 5617.100586
	Iteration 37Q: 3 clusters Score -9646620 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -9646648.000000 Penalty: 5617.100586
	Iteration 38Q: 3 clusters Score -9646648 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -9646683.000000 Penalty: 5617.100586
	Iteration 39Q: 3 clusters Score -9646683 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -9646684.000000 Penalty: 5617.100586
	Iteration 40F: 3 clusters Score -9646684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -9646688.000000 Penalty: 5617.100586
	Iteration 41Q: 3 clusters Score -9646688 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -9646700.000000 Penalty: 5617.100586
	Iteration 42Q: 3 clusters Score -9646700 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -9646712.000000 Penalty: 5617.100586
	Iteration 43Q: 3 clusters Score -9646712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -9646744.000000 Penalty: 5617.100586
	Iteration 44Q: 3 clusters Score -9646744 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -9646771.000000 Penalty: 5617.100586
	Iteration 45Q: 3 clusters Score -9646771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -9646795.000000 Penalty: 5617.100586
	Iteration 46Q: 3 clusters Score -9646795 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -9646769.000000 Penalty: 5617.100586
	Iteration 47Q: 3 clusters Score -9646769 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9646764 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9646761 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9646804 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9646829 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9646874 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9646867 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9646922 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9646957 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9646978 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9646996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9647019 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9647046 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9647058 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9647074 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9647081 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9647079 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9647073 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9647088 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9647087 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9647111 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9647146 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9647139 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -9647153.000000 Penalty: 5617.100586
	Iteration 70Q: 3 clusters Score -9647153 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -9647156.000000 Penalty: 5617.100586
	Iteration 71Q: 3 clusters Score -9647156 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9647171 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9647188 nChanged 185
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Mstep: Class 1 contains 49402 members 
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Entering Unmasked Estep 
Score: -9647229.000000 Penalty: 5617.100586
	Iteration 74Q: 3 clusters Score -9647229 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9647243 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9647231 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9647257 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9647273 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9647315 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9647321 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9647324 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9647335 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9647307 nChanged 121
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Mstep: Class 1 contains 50860 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9647345 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9647338 nChanged 136
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Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9647351 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9647374 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9647371 nChanged 124
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Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9647339 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9647348 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9647353 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9647355 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9647378 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9647371 nChanged 92
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Mstep: Class 1 contains 52103 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9647379 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52201 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9647361 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52293 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9647376 nChanged 86
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Mstep: Class 1 contains 52379 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9647387 nChanged 99
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Mstep: Class 1 contains 52478 members 
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	Iteration 99Q: 3 clusters Score -9647378 nChanged 97
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Mstep: Class 1 contains 52575 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9647377 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9647425 nChanged 103
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Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9647435 nChanged 105
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Mstep: Class 1 contains 52884 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9647447 nChanged 91
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9647448 nChanged 88
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Mstep: Class 1 contains 53063 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9647459 nChanged 97
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Mstep: Class 1 contains 53158 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9647479 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9647469 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9647482 nChanged 114
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Mstep: Class 1 contains 53486 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9647505 nChanged 110
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Mstep: Class 1 contains 53596 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9647492 nChanged 115
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Mstep: Class 1 contains 53711 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9647497 nChanged 113
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Mstep: Class 1 contains 53824 members 
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	Iteration 112Q: 3 clusters Score -9647511 nChanged 118
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Mstep: Class 1 contains 53940 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9647527 nChanged 121
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Mstep: Class 1 contains 54057 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9647555 nChanged 99
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Mstep: Class 1 contains 54156 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9647561 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54238 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9647548 nChanged 63
Entering Unmasked Mstep 
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	Iteration 117Q: 3 clusters Score -9647569 nChanged 57
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	Iteration 118Q: 3 clusters Score -9647563 nChanged 58
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	Iteration 119Q: 3 clusters Score -9647565 nChanged 72
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	Iteration 120F: 3 clusters Score -9647565 nChanged 78
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	Iteration 121Q: 3 clusters Score -9647555 nChanged 80
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9647577 nChanged 85
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9647571 nChanged 85
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9647584 nChanged 80
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9647602 nChanged 63
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	Iteration 126Q: 3 clusters Score -9647608 nChanged 61
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9647620 nChanged 72
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	Iteration 128Q: 3 clusters Score -9647614 nChanged 67
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9647625 nChanged 54
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9647616 nChanged 49
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	Iteration 131Q: 3 clusters Score -9647611 nChanged 55
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	Iteration 132Q: 3 clusters Score -9647605 nChanged 47
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	Iteration 133Q: 3 clusters Score -9647621 nChanged 46
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	Iteration 134Q: 3 clusters Score -9647614 nChanged 45
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	Iteration 135Q: 3 clusters Score -9647611 nChanged 51
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	Iteration 137Q: 3 clusters Score -9647622 nChanged 35
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	Iteration 138Q: 3 clusters Score -9647626 nChanged 46
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	Iteration 139Q: 3 clusters Score -9647619 nChanged 45
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	Iteration 140F: 3 clusters Score -9647611 nChanged 40
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9647597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9647593 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9647599 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9647598 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9647608 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9647620 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9647623 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9647633 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9647625 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9647627 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9647626 nChanged 41
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Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9647610 nChanged 44
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Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9647617 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9647609 nChanged 33
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Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9647618 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9647617 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9647625 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9647649 nChanged 55
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Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9647661 nChanged 45
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Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9647658 nChanged 44
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Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9647658 nChanged 64
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Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9647665 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9647656 nChanged 53
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Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9647658 nChanged 49
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Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9647635 nChanged 49
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Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9647636 nChanged 55
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Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9647641 nChanged 44
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Mstep: Class 1 contains 56972 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9647647 nChanged 37
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Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9647640 nChanged 37
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Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9647646 nChanged 40
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Mstep: Class 1 contains 57080 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9647635 nChanged 49
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Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9647638 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9647656 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9647639 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9647654 nChanged 33
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Mstep: Class 1 contains 57283 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9647639 nChanged 25
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Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9647622 nChanged 26
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Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9647627 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9647618 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9647618 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9647623 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9647632 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9647626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9647631 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9647621 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9647630 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9647617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9647624 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9647633 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9647632 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9647624 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9647627 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57767 members 
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	Iteration 193Q: 3 clusters Score -9647649 nChanged 20
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Mstep: Class 1 contains 57787 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9647654 nChanged 21
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Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9647639 nChanged 13
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Mstep: Class 1 contains 57819 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9647651 nChanged 13
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Mstep: Class 1 contains 57832 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9647653 nChanged 10
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Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9647645 nChanged 10
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Mstep: Class 1 contains 57852 members 
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	Iteration 199Q: 3 clusters Score -9647651 nChanged 9
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Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9647648 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 24975 members 
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	Iteration 201Q: 3 clusters Score -9647648 nChanged 13
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Mstep: Class 1 contains 57889 members 
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	Iteration 202Q: 3 clusters Score -9647645 nChanged 10
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	Iteration 203Q: 3 clusters Score -9647647 nChanged 10
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Mstep: Class 1 contains 57907 members 
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	Iteration 204Q: 3 clusters Score -9647644 nChanged 12
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	Iteration 205Q: 3 clusters Score -9647644 nChanged 10
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Mstep: Class 1 contains 57929 members 
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	Iteration 206Q: 3 clusters Score -9647643 nChanged 7
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Mstep: Class 1 contains 57936 members 
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	Iteration 207Q: 3 clusters Score -9647631 nChanged 9
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	Iteration 208Q: 3 clusters Score -9647641 nChanged 5
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Mstep: Class 1 contains 57948 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9647632 nChanged 3
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Mstep: Class 1 contains 57951 members 
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	Iteration 210Q: 3 clusters Score -9647634 nChanged 5
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	Iteration 211Q: 3 clusters Score -9647630 nChanged 3
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Mstep: Class 1 contains 57959 members 
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	Iteration 212Q: 3 clusters Score -9647632 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9647628 nChanged 5
Entering Unmasked Mstep 
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	Iteration 214Q: 3 clusters Score -9647634 nChanged 4
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	Iteration 215Q: 3 clusters Score -9647636 nChanged 6
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	Iteration 216Q: 3 clusters Score -9647643 nChanged 10
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	Iteration 217Q: 3 clusters Score -9647636 nChanged 12
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	Iteration 218Q: 3 clusters Score -9647637 nChanged 12
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	Iteration 219Q: 3 clusters Score -9647635 nChanged 22
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	Iteration 220F: 3 clusters Score -9647634 nChanged 21
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	Iteration 221Q: 3 clusters Score -9647633 nChanged 19
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	Iteration 222Q: 3 clusters Score -9647647 nChanged 17
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	Iteration 223Q: 3 clusters Score -9647665 nChanged 17
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	Iteration 224Q: 3 clusters Score -9647658 nChanged 11
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	Iteration 225Q: 3 clusters Score -9647658 nChanged 10
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	Iteration 226Q: 3 clusters Score -9647658 nChanged 11
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	Iteration 227Q: 3 clusters Score -9647665 nChanged 13
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	Iteration 228Q: 3 clusters Score -9647676 nChanged 19
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	Iteration 229Q: 3 clusters Score -9647667 nChanged 16
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	Iteration 230Q: 3 clusters Score -9647681 nChanged 17
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	Iteration 231Q: 3 clusters Score -9647679 nChanged 18
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	Iteration 232Q: 3 clusters Score -9647684 nChanged 16
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	Iteration 233Q: 3 clusters Score -9647680 nChanged 10
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	Iteration 234Q: 3 clusters Score -9647680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -9647681.000000 Penalty: 5617.100586
	Iteration 235Q: 3 clusters Score -9647681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -9647674.000000 Penalty: 5617.100586
	Iteration 236Q: 3 clusters Score -9647674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -9647672.000000 Penalty: 5617.100586
	Iteration 237Q: 3 clusters Score -9647672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -9647670.000000 Penalty: 5617.100586
	Iteration 238Q: 3 clusters Score -9647670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -9647665.000000 Penalty: 5617.100586
	Iteration 239Q: 3 clusters Score -9647665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -9647668.000000 Penalty: 5617.100586
	Iteration 240F: 3 clusters Score -9647668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9647669.000000 Penalty: 5617.100586
	Iteration 241Q: 3 clusters Score -9647669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -9647673.000000 Penalty: 5617.100586
	Iteration 242Q: 3 clusters Score -9647673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -9647660.000000 Penalty: 5617.100586
	Iteration 243Q: 3 clusters Score -9647660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9647666.000000 Penalty: 5617.100586
	Iteration 244Q: 3 clusters Score -9647666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -9647673.000000 Penalty: 5617.100586
	Iteration 245Q: 3 clusters Score -9647673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -9647677.000000 Penalty: 5617.100586
	Iteration 246Q: 3 clusters Score -9647677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -9647682.000000 Penalty: 5617.100586
	Iteration 247Q: 3 clusters Score -9647682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -9647673.000000 Penalty: 5617.100586
	Iteration 248Q: 3 clusters Score -9647673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -9647668.000000 Penalty: 5617.100586
	Iteration 249Q: 3 clusters Score -9647668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -9647677.000000 Penalty: 5617.100586
	Iteration 250Q: 3 clusters Score -9647677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -9647671.000000 Penalty: 5617.100586
	Iteration 251Q: 3 clusters Score -9647671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9647661.000000 Penalty: 5617.100586
	Iteration 252Q: 3 clusters Score -9647661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -9647665.000000 Penalty: 5617.100586
	Iteration 253Q: 3 clusters Score -9647665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -9647670.000000 Penalty: 5617.100586
	Iteration 254Q: 3 clusters Score -9647670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -9647677.000000 Penalty: 5617.100586
	Iteration 255Q: 3 clusters Score -9647677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -9647673.000000 Penalty: 5617.100586
	Iteration 256Q: 3 clusters Score -9647673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -9647672.000000 Penalty: 5617.100586
	Iteration 257Q: 3 clusters Score -9647672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -9647672.000000 Penalty: 5617.100586
	Iteration 258Q: 3 clusters Score -9647672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -9647673.000000 Penalty: 5617.100586
	Iteration 259Q: 3 clusters Score -9647673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -9647672.000000 Penalty: 5617.100586
	Iteration 260F: 3 clusters Score -9647672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -9647681.000000 Penalty: 5617.100586
	Iteration 261Q: 3 clusters Score -9647681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -9647679.000000 Penalty: 5617.100586
	Iteration 262Q: 3 clusters Score -9647679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -9647688.000000 Penalty: 5617.100586
	Iteration 263Q: 3 clusters Score -9647688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -9647693.000000 Penalty: 5617.100586
	Iteration 264Q: 3 clusters Score -9647693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -9647689.000000 Penalty: 5617.100586
	Iteration 265Q: 3 clusters Score -9647689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -9647690.000000 Penalty: 5617.100586
	Iteration 266Q: 3 clusters Score -9647690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -9647692.000000 Penalty: 5617.100586
	Iteration 267Q: 3 clusters Score -9647692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -9647694.000000 Penalty: 5617.100586
	Iteration 268Q: 3 clusters Score -9647694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -9647686.000000 Penalty: 5617.100586
	Iteration 269Q: 3 clusters Score -9647686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -9647685.000000 Penalty: 5617.100586
	Iteration 270Q: 3 clusters Score -9647685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -9647686.000000 Penalty: 5617.100586
	Iteration 271Q: 3 clusters Score -9647686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -9647693.000000 Penalty: 5617.100586
	Iteration 272Q: 3 clusters Score -9647693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -9647697.000000 Penalty: 5617.100586
	Iteration 273Q: 3 clusters Score -9647697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -9647705.000000 Penalty: 5617.100586
	Iteration 274Q: 3 clusters Score -9647705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -9647694.000000 Penalty: 5617.100586
	Iteration 275Q: 3 clusters Score -9647694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -9647691.000000 Penalty: 5617.100586
	Iteration 276Q: 3 clusters Score -9647691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -9647698.000000 Penalty: 5617.100586
	Iteration 277Q: 3 clusters Score -9647698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -9647703.000000 Penalty: 5617.100586
	Iteration 278Q: 3 clusters Score -9647703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -9647702.000000 Penalty: 5617.100586
	Iteration 279Q: 3 clusters Score -9647702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9647702.000000 Penalty: 5617.100586
	Iteration 280F: 3 clusters Score -9647702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -9647707.000000 Penalty: 5617.100586
	Iteration 281Q: 3 clusters Score -9647707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -9647712.000000 Penalty: 5617.100586
	Iteration 282Q: 3 clusters Score -9647712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -9647711.000000 Penalty: 5617.100586
	Iteration 283Q: 3 clusters Score -9647711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -9647705.000000 Penalty: 5617.100586
	Iteration 284Q: 3 clusters Score -9647705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -9647703.000000 Penalty: 5617.100586
	Iteration 285Q: 3 clusters Score -9647703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -9647704.000000 Penalty: 5617.100586
	Iteration 286Q: 3 clusters Score -9647704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -9647704.000000 Penalty: 5617.100586
	Iteration 287Q: 3 clusters Score -9647704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -9647713.000000 Penalty: 5617.100586
	Iteration 288Q: 3 clusters Score -9647713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -9647713.000000 Penalty: 5617.100586
	Iteration 289Q: 3 clusters Score -9647713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -9647712.000000 Penalty: 5617.100586
	Iteration 290Q: 3 clusters Score -9647712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -9647705.000000 Penalty: 5617.100586
	Iteration 291Q: 3 clusters Score -9647705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -9647701.000000 Penalty: 5617.100586
	Iteration 292Q: 3 clusters Score -9647701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -9647695.000000 Penalty: 5617.100586
	Iteration 293Q: 3 clusters Score -9647695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -9647699.000000 Penalty: 5617.100586
	Iteration 294Q: 3 clusters Score -9647699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -9647697.000000 Penalty: 5617.100586
	Iteration 295Q: 3 clusters Score -9647697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -9647700.000000 Penalty: 5617.100586
	Iteration 296Q: 3 clusters Score -9647700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -9647700.000000 Penalty: 5617.100586
	Iteration 297Q: 3 clusters Score -9647700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -9647694.000000 Penalty: 5617.100586
	Iteration 298Q: 3 clusters Score -9647694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -9647691.000000 Penalty: 5617.100586
	Iteration 299Q: 3 clusters Score -9647691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -9647694.000000 Penalty: 5617.100586
	Iteration 300F: 3 clusters Score -9647694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -9647693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -9647687.000000 Penalty: 5617.100586
	Iteration 302Q: 3 clusters Score -9647687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -9647692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -9647686 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
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	Iteration 305F: 3 clusters Score -9647686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88164 members 
Entering Unmasked Estep 
Score: -10455283.000000 Penalty: 2823.964600
	Iteration 0F: 2 clusters Score -1.045528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.039627e+07 nChanged 41844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -10420495.000000 Penalty: 5647.929199
	Iteration 1F: 3 clusters Score -1.04205e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.042174e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -10423728.000000 Penalty: 5647.929199
	Iteration 3Q: 3 clusters Score -1.042373e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -10426745.000000 Penalty: 5647.929199
	Iteration 4F: 3 clusters Score -1.042674e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -10431192.000000 Penalty: 5647.929199
	Iteration 5F: 3 clusters Score -1.043119e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -10437103.000000 Penalty: 5647.929199
	Iteration 6F: 3 clusters Score -1.04371e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -10442785.000000 Penalty: 5647.929199
	Iteration 7F: 3 clusters Score -1.044278e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -10446308.000000 Penalty: 5647.929199
	Iteration 8F: 3 clusters Score -1.044631e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -10447485.000000 Penalty: 5647.929199
	Iteration 9Q: 3 clusters Score -1.044748e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -10448086.000000 Penalty: 5647.929199
	Iteration 10Q: 3 clusters Score -1.044809e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -10448522.000000 Penalty: 5647.929199
	Iteration 11Q: 3 clusters Score -1.044852e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -10448884.000000 Penalty: 5647.929199
	Iteration 12Q: 3 clusters Score -1.044888e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -10449204.000000 Penalty: 5647.929199
	Iteration 13Q: 3 clusters Score -1.04492e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -10449445.000000 Penalty: 5647.929199
	Iteration 14Q: 3 clusters Score -1.044944e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -10449720.000000 Penalty: 5647.929199
	Iteration 15Q: 3 clusters Score -1.044972e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -10449978.000000 Penalty: 5647.929199
	Iteration 16Q: 3 clusters Score -1.044998e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -10450236.000000 Penalty: 5647.929199
	Iteration 17Q: 3 clusters Score -1.045024e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -10450415.000000 Penalty: 5647.929199
	Iteration 18Q: 3 clusters Score -1.045042e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -10450633.000000 Penalty: 5647.929199
	Iteration 19Q: 3 clusters Score -1.045063e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -10450837.000000 Penalty: 5647.929199
	Iteration 20F: 3 clusters Score -1.045084e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -10451071.000000 Penalty: 5647.929199
	Iteration 21Q: 3 clusters Score -1.045107e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -10451275.000000 Penalty: 5647.929199
	Iteration 22Q: 3 clusters Score -1.045128e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -10451414.000000 Penalty: 5647.929199
	Iteration 23Q: 3 clusters Score -1.045141e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -10451633.000000 Penalty: 5647.929199
	Iteration 24Q: 3 clusters Score -1.045163e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -10451876.000000 Penalty: 5647.929199
	Iteration 25Q: 3 clusters Score -1.045188e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -10451971.000000 Penalty: 5647.929199
	Iteration 26Q: 3 clusters Score -1.045197e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -10452184.000000 Penalty: 5647.929199
	Iteration 27Q: 3 clusters Score -1.045218e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -10452396.000000 Penalty: 5647.929199
	Iteration 28Q: 3 clusters Score -1.04524e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -10452551.000000 Penalty: 5647.929199
	Iteration 29Q: 3 clusters Score -1.045255e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -10452644.000000 Penalty: 5647.929199
	Iteration 30Q: 3 clusters Score -1.045264e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -10452743.000000 Penalty: 5647.929199
	Iteration 31Q: 3 clusters Score -1.045274e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -10452872.000000 Penalty: 5647.929199
	Iteration 32Q: 3 clusters Score -1.045287e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -10452931.000000 Penalty: 5647.929199
	Iteration 33Q: 3 clusters Score -1.045293e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -10452979.000000 Penalty: 5647.929199
	Iteration 34Q: 3 clusters Score -1.045298e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -10453018.000000 Penalty: 5647.929199
	Iteration 35Q: 3 clusters Score -1.045302e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -10453092.000000 Penalty: 5647.929199
	Iteration 36Q: 3 clusters Score -1.045309e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -10453158.000000 Penalty: 5647.929199
	Iteration 37Q: 3 clusters Score -1.045316e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10453218.000000 Penalty: 5647.929199
	Iteration 38Q: 3 clusters Score -1.045322e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10453294.000000 Penalty: 5647.929199
	Iteration 39Q: 3 clusters Score -1.045329e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10453333.000000 Penalty: 5647.929199
	Iteration 40F: 3 clusters Score -1.045333e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -10453395.000000 Penalty: 5647.929199
	Iteration 41Q: 3 clusters Score -1.04534e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10453440.000000 Penalty: 5647.929199
	Iteration 42Q: 3 clusters Score -1.045344e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -10453469.000000 Penalty: 5647.929199
	Iteration 43Q: 3 clusters Score -1.045347e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -10453475.000000 Penalty: 5647.929199
	Iteration 44Q: 3 clusters Score -1.045348e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10453492.000000 Penalty: 5647.929199
	Iteration 45Q: 3 clusters Score -1.045349e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -10453519.000000 Penalty: 5647.929199
	Iteration 46Q: 3 clusters Score -1.045352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10453533.000000 Penalty: 5647.929199
	Iteration 47Q: 3 clusters Score -1.045353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10453554.000000 Penalty: 5647.929199
	Iteration 48Q: 3 clusters Score -1.045355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -10453569.000000 Penalty: 5647.929199
	Iteration 49Q: 3 clusters Score -1.045357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10453582.000000 Penalty: 5647.929199
	Iteration 50Q: 3 clusters Score -1.045358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -10453572.000000 Penalty: 5647.929199
	Iteration 51Q: 3 clusters Score -1.045357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10453577.000000 Penalty: 5647.929199
	Iteration 52Q: 3 clusters Score -1.045358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10453609.000000 Penalty: 5647.929199
	Iteration 53Q: 3 clusters Score -1.045361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10453596.000000 Penalty: 5647.929199
	Iteration 54Q: 3 clusters Score -1.04536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10453607.000000 Penalty: 5647.929199
	Iteration 55Q: 3 clusters Score -1.045361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10453607.000000 Penalty: 5647.929199
	Iteration 56Q: 3 clusters Score -1.045361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10453604.000000 Penalty: 5647.929199
	Iteration 57Q: 3 clusters Score -1.04536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10453605.000000 Penalty: 5647.929199
	Iteration 58Q: 3 clusters Score -1.04536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10453614.000000 Penalty: 5647.929199
	Iteration 59Q: 3 clusters Score -1.045361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10453605.000000 Penalty: 5647.929199
	Iteration 60F: 3 clusters Score -1.04536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10453620.000000 Penalty: 5647.929199
	Iteration 61Q: 3 clusters Score -1.045362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10453615.000000 Penalty: 5647.929199
	Iteration 62Q: 3 clusters Score -1.045362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10453628.000000 Penalty: 5647.929199
	Iteration 63Q: 3 clusters Score -1.045363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -10453636.000000 Penalty: 5647.929199
	Iteration 64Q: 3 clusters Score -1.045364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10453631.000000 Penalty: 5647.929199
	Iteration 65Q: 3 clusters Score -1.045363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -10453634.000000 Penalty: 5647.929199
	Iteration 66Q: 3 clusters Score -1.045363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10453628.000000 Penalty: 5647.929199
	Iteration 67Q: 3 clusters Score -1.045363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10453631.000000 Penalty: 5647.929199
	Iteration 68Q: 3 clusters Score -1.045363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86114 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10453631.000000 Penalty: 5647.929199
	Iteration 69Q: 3 clusters Score -1.045363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10453633.000000 Penalty: 5647.929199
	Iteration 70Q: 3 clusters Score -1.045363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10453625.000000 Penalty: 5647.929199
	Iteration 71Q: 3 clusters Score -1.045362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10453635.000000 Penalty: 5647.929199
	Iteration 72Q: 3 clusters Score -1.045364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10453630.000000 Penalty: 5647.929199
	Iteration 73Q: 3 clusters Score -1.045363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10453625.000000 Penalty: 5647.929199
	Iteration 74Q: 3 clusters Score -1.045362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10453624.000000 Penalty: 5647.929199
	Iteration 75Q: 3 clusters Score -1.045362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10453615.000000 Penalty: 5647.929199
	Iteration 76Q: 3 clusters Score -1.045362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10453621.000000 Penalty: 5647.929199
	Iteration 77Q: 3 clusters Score -1.045362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -10453621.000000 Penalty: 5647.929199
	Iteration 78Q: 3 clusters Score -1.045362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10453620.000000 Penalty: 5647.929199
	Iteration 79Q: 3 clusters Score -1.045362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -10453621.000000 Penalty: 5647.929199
	Iteration 80F: 3 clusters Score -1.045362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10453619.000000 Penalty: 5647.929199
	Iteration 81Q: 3 clusters Score -1.045362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -10453627.000000 Penalty: 5647.929199
	Iteration 82Q: 3 clusters Score -1.045363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10453628.000000 Penalty: 5647.929199
	Iteration 83Q: 3 clusters Score -1.045363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10453630.000000 Penalty: 5647.929199
	Iteration 84Q: 3 clusters Score -1.045363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10453634.000000 Penalty: 5647.929199
	Iteration 85Q: 3 clusters Score -1.045363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10453635.000000 Penalty: 5647.929199
	Iteration 86Q: 3 clusters Score -1.045364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10453640.000000 Penalty: 5647.929199
	Iteration 87Q: 3 clusters Score -1.045364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -10453633.000000 Penalty: 5647.929199
	Iteration 88Q: 3 clusters Score -1.045363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -10453627.000000 Penalty: 5647.929199
	Iteration 89Q: 3 clusters Score -1.045363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10453627.000000 Penalty: 5647.929199
	Iteration 90Q: 3 clusters Score -1.045363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10453620.000000 Penalty: 5647.929199
	Iteration 91Q: 3 clusters Score -1.045362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10453622.000000 Penalty: 5647.929199
	Iteration 92Q: 3 clusters Score -1.045362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10453622.000000 Penalty: 5647.929199
	Iteration 93F: 3 clusters Score -1.045362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (187359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187359 members 
Entering Unmasked Estep 
Score: -22092580.000000 Penalty: 3010.913818
	Iteration 0F: 2 clusters Score -2.209258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -21969148.000000 Penalty: 6021.827637
	Iteration 0F: 3 clusters Score -2.196915e+07 nChanged 90038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 95681 members 
Entering Unmasked Estep 
Score: -22021450.000000 Penalty: 6021.827637
	Iteration 1F: 3 clusters Score -2.202145e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -22022882.000000 Penalty: 6021.827637
	Iteration 2Q: 3 clusters Score -2.202288e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -22024850.000000 Penalty: 6021.827637
	Iteration 3Q: 3 clusters Score -2.202485e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -22027560.000000 Penalty: 6021.827637
	Iteration 4Q: 3 clusters Score -2.202756e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -22031728.000000 Penalty: 6021.827637
	Iteration 5Q: 3 clusters Score -2.203173e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75256 members 
Mstep: Class 2 contains 112103 members 
Entering Unmasked Estep 
Score: -22037556.000000 Penalty: 6021.827637
	Iteration 6F: 3 clusters Score -2.203756e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -22046142.000000 Penalty: 6021.827637
	Iteration 7F: 3 clusters Score -2.204614e+07 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -22057182.000000 Penalty: 6021.827637
	Iteration 8F: 3 clusters Score -2.205718e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 140366 members 
Entering Unmasked Estep 
Score: -22068304.000000 Penalty: 6021.827637
	Iteration 9F: 3 clusters Score -2.20683e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -22075628.000000 Penalty: 6021.827637
	Iteration 10Q: 3 clusters Score -2.207563e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 151227 members 
Entering Unmasked Estep 
Score: -22079232.000000 Penalty: 6021.827637
	Iteration 11Q: 3 clusters Score -2.207923e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 154445 members 
Entering Unmasked Estep 
Score: -22080976.000000 Penalty: 6021.827637
	Iteration 12Q: 3 clusters Score -2.208098e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -22082266.000000 Penalty: 6021.827637
	Iteration 13Q: 3 clusters Score -2.208227e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 159728 members 
Entering Unmasked Estep 
Score: -22083144.000000 Penalty: 6021.827637
	Iteration 14Q: 3 clusters Score -2.208314e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 162164 members 
Entering Unmasked Estep 
Score: -22084048.000000 Penalty: 6021.827637
	Iteration 15Q: 3 clusters Score -2.208405e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -22084740.000000 Penalty: 6021.827637
	Iteration 16Q: 3 clusters Score -2.208474e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -22085544.000000 Penalty: 6021.827637
	Iteration 17Q: 3 clusters Score -2.208554e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -22086214.000000 Penalty: 6021.827637
	Iteration 18Q: 3 clusters Score -2.208621e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -22086810.000000 Penalty: 6021.827637
	Iteration 19Q: 3 clusters Score -2.208681e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 172158 members 
Entering Unmasked Estep 
Score: -22087252.000000 Penalty: 6021.827637
	Iteration 20F: 3 clusters Score -2.208725e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -22087572.000000 Penalty: 6021.827637
	Iteration 21Q: 3 clusters Score -2.208757e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 175290 members 
Entering Unmasked Estep 
Score: -22088154.000000 Penalty: 6021.827637
	Iteration 22Q: 3 clusters Score -2.208815e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -22088562.000000 Penalty: 6021.827637
	Iteration 23Q: 3 clusters Score -2.208856e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -22088910.000000 Penalty: 6021.827637
	Iteration 24Q: 3 clusters Score -2.208891e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -22089278.000000 Penalty: 6021.827637
	Iteration 25Q: 3 clusters Score -2.208928e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 179919 members 
Entering Unmasked Estep 
Score: -22089594.000000 Penalty: 6021.827637
	Iteration 26Q: 3 clusters Score -2.208959e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 180739 members 
Entering Unmasked Estep 
Score: -22089784.000000 Penalty: 6021.827637
	Iteration 27Q: 3 clusters Score -2.208978e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -22089970.000000 Penalty: 6021.827637
	Iteration 28Q: 3 clusters Score -2.208997e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 182027 members 
Entering Unmasked Estep 
Score: -22090060.000000 Penalty: 6021.827637
	Iteration 29Q: 3 clusters Score -2.209006e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 182542 members 
Entering Unmasked Estep 
Score: -22090202.000000 Penalty: 6021.827637
	Iteration 30Q: 3 clusters Score -2.20902e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -22090280.000000 Penalty: 6021.827637
	Iteration 31Q: 3 clusters Score -2.209028e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 183308 members 
Entering Unmasked Estep 
Score: -22090336.000000 Penalty: 6021.827637
	Iteration 32Q: 3 clusters Score -2.209034e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 183627 members 
Entering Unmasked Estep 
Score: -22090502.000000 Penalty: 6021.827637
	Iteration 33Q: 3 clusters Score -2.20905e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 183891 members 
Entering Unmasked Estep 
Score: -22090514.000000 Penalty: 6021.827637
	Iteration 34Q: 3 clusters Score -2.209051e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 184086 members 
Entering Unmasked Estep 
Score: -22090604.000000 Penalty: 6021.827637
	Iteration 35Q: 3 clusters Score -2.20906e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 184253 members 
Entering Unmasked Estep 
Score: -22090662.000000 Penalty: 6021.827637
	Iteration 36Q: 3 clusters Score -2.209066e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 184404 members 
Entering Unmasked Estep 
Score: -22090630.000000 Penalty: 6021.827637
	Iteration 37Q: 3 clusters Score -2.209063e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 184535 members 
Entering Unmasked Estep 
Score: -22090630.000000 Penalty: 6021.827637
	Iteration 38Q: 3 clusters Score -2.209063e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 184669 members 
Entering Unmasked Estep 
Score: -22090650.000000 Penalty: 6021.827637
	Iteration 39Q: 3 clusters Score -2.209065e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 184787 members 
Entering Unmasked Estep 
Score: -22090674.000000 Penalty: 6021.827637
	Iteration 40F: 3 clusters Score -2.209067e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 184874 members 
Entering Unmasked Estep 
Score: -22090682.000000 Penalty: 6021.827637
	Iteration 41Q: 3 clusters Score -2.209068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -22090692.000000 Penalty: 6021.827637
	Iteration 42Q: 3 clusters Score -2.209069e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -22090720.000000 Penalty: 6021.827637
	Iteration 43Q: 3 clusters Score -2.209072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 185053 members 
Entering Unmasked Estep 
Score: -22090708.000000 Penalty: 6021.827637
	Iteration 44Q: 3 clusters Score -2.209071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 185095 members 
Entering Unmasked Estep 
Score: -22090698.000000 Penalty: 6021.827637
	Iteration 45Q: 3 clusters Score -2.20907e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -22090722.000000 Penalty: 6021.827637
	Iteration 46Q: 3 clusters Score -2.209072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 185175 members 
Entering Unmasked Estep 
Score: -22090718.000000 Penalty: 6021.827637
	Iteration 47Q: 3 clusters Score -2.209072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -22090732.000000 Penalty: 6021.827637
	Iteration 48Q: 3 clusters Score -2.209073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 185229 members 
Entering Unmasked Estep 
Score: -22090714.000000 Penalty: 6021.827637
	Iteration 49Q: 3 clusters Score -2.209071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -22090756.000000 Penalty: 6021.827637
	Iteration 50Q: 3 clusters Score -2.209076e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 185271 members 
Entering Unmasked Estep 
Score: -22090720.000000 Penalty: 6021.827637
	Iteration 51Q: 3 clusters Score -2.209072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 185292 members 
Entering Unmasked Estep 
Score: -22090736.000000 Penalty: 6021.827637
	Iteration 52Q: 3 clusters Score -2.209074e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 185323 members 
Entering Unmasked Estep 
Score: -22090764.000000 Penalty: 6021.827637
	Iteration 53Q: 3 clusters Score -2.209076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 185349 members 
Entering Unmasked Estep 
Score: -22090786.000000 Penalty: 6021.827637
	Iteration 54Q: 3 clusters Score -2.209079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 185376 members 
Entering Unmasked Estep 
Score: -22090774.000000 Penalty: 6021.827637
	Iteration 55Q: 3 clusters Score -2.209077e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 185407 members 
Entering Unmasked Estep 
Score: -22090792.000000 Penalty: 6021.827637
	Iteration 56Q: 3 clusters Score -2.209079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 185437 members 
Entering Unmasked Estep 
Score: -22090796.000000 Penalty: 6021.827637
	Iteration 57Q: 3 clusters Score -2.20908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 185460 members 
Entering Unmasked Estep 
Score: -22090806.000000 Penalty: 6021.827637
	Iteration 58Q: 3 clusters Score -2.209081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -22090802.000000 Penalty: 6021.827637
	Iteration 59Q: 3 clusters Score -2.20908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 185491 members 
Entering Unmasked Estep 
Score: -22090806.000000 Penalty: 6021.827637
	Iteration 60F: 3 clusters Score -2.209081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 185506 members 
Entering Unmasked Estep 
Score: -22090792.000000 Penalty: 6021.827637
	Iteration 61Q: 3 clusters Score -2.209079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 185517 members 
Entering Unmasked Estep 
Score: -22090820.000000 Penalty: 6021.827637
	Iteration 62Q: 3 clusters Score -2.209082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 185524 members 
Entering Unmasked Estep 
Score: -22090818.000000 Penalty: 6021.827637
	Iteration 63Q: 3 clusters Score -2.209082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 185528 members 
Entering Unmasked Estep 
Score: -22090824.000000 Penalty: 6021.827637
	Iteration 64Q: 3 clusters Score -2.209082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 185531 members 
Entering Unmasked Estep 
Score: -22090804.000000 Penalty: 6021.827637
	Iteration 65Q: 3 clusters Score -2.20908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 185537 members 
Entering Unmasked Estep 
Score: -22090818.000000 Penalty: 6021.827637
	Iteration 66Q: 3 clusters Score -2.209082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 185540 members 
Entering Unmasked Estep 
Score: -22090820.000000 Penalty: 6021.827637
	Iteration 67Q: 3 clusters Score -2.209082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 185541 members 
Entering Unmasked Estep 
Score: -22090810.000000 Penalty: 6021.827637
	Iteration 68Q: 3 clusters Score -2.209081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 185542 members 
Entering Unmasked Estep 
Score: -22090818.000000 Penalty: 6021.827637
	Iteration 69Q: 3 clusters Score -2.209082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 185543 members 
Entering Unmasked Estep 
Score: -22090814.000000 Penalty: 6021.827637
	Iteration 70Q: 3 clusters Score -2.209081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 185545 members 
Entering Unmasked Estep 
Score: -22090800.000000 Penalty: 6021.827637
	Iteration 71Q: 3 clusters Score -2.20908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 185545 members 
Entering Unmasked Estep 
Score: -22090790.000000 Penalty: 6021.827637
	Iteration 72Q: 3 clusters Score -2.209079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 185546 members 
Entering Unmasked Estep 
Score: -22090790.000000 Penalty: 6021.827637
	Iteration 73Q: 3 clusters Score -2.209079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 185548 members 
Entering Unmasked Estep 
Score: -22090794.000000 Penalty: 6021.827637
	Iteration 74Q: 3 clusters Score -2.209079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 185552 members 
Entering Unmasked Estep 
Score: -22090792.000000 Penalty: 6021.827637
	Iteration 75Q: 3 clusters Score -2.209079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 185553 members 
Entering Unmasked Estep 
Score: -22090786.000000 Penalty: 6021.827637
	Iteration 76Q: 3 clusters Score -2.209079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 185554 members 
Entering Unmasked Estep 
Score: -22090788.000000 Penalty: 6021.827637
	Iteration 77Q: 3 clusters Score -2.209079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 185555 members 
Entering Unmasked Estep 
Score: -22090794.000000 Penalty: 6021.827637
	Iteration 78Q: 3 clusters Score -2.209079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 185556 members 
Entering Unmasked Estep 
Score: -22090790.000000 Penalty: 6021.827637
	Iteration 79Q: 3 clusters Score -2.209079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 185558 members 
Entering Unmasked Estep 
Score: -22090784.000000 Penalty: 6021.827637
	Iteration 80F: 3 clusters Score -2.209078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 185560 members 
Entering Unmasked Estep 
Score: -22090788.000000 Penalty: 6021.827637
	Iteration 81Q: 3 clusters Score -2.209079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -22090806.000000 Penalty: 6021.827637
	Iteration 82Q: 3 clusters Score -2.209081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 185574 members 
Entering Unmasked Estep 
Score: -22090800.000000 Penalty: 6021.827637
	Iteration 83Q: 3 clusters Score -2.20908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -22090800.000000 Penalty: 6021.827637
	Iteration 84Q: 3 clusters Score -2.20908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 185581 members 
Entering Unmasked Estep 
Score: -22090804.000000 Penalty: 6021.827637
	Iteration 85Q: 3 clusters Score -2.20908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 185583 members 
Entering Unmasked Estep 
Score: -22090806.000000 Penalty: 6021.827637
	Iteration 86Q: 3 clusters Score -2.209081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 185583 members 
Entering Unmasked Estep 
Score: -22090806.000000 Penalty: 6021.827637
	Iteration 87F: 3 clusters Score -2.209081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -476104.125000 Penalty: 2074.166748
	Iteration 0F: 2 clusters Score -476104.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -472030.562500 Penalty: 4148.333496
	Iteration 0F: 3 clusters Score -472030.6 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -473155.781250 Penalty: 4148.333496
	Iteration 1F: 3 clusters Score -473155.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -473538.562500 Penalty: 4148.333496
	Iteration 2F: 3 clusters Score -473538.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -473904.593750 Penalty: 4148.333496
	Iteration 3F: 3 clusters Score -473904.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -474237.437500 Penalty: 4148.333496
	Iteration 4F: 3 clusters Score -474237.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -474547.187500 Penalty: 4148.333496
	Iteration 5F: 3 clusters Score -474547.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -474776.593750 Penalty: 4148.333496
	Iteration 6F: 3 clusters Score -474776.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -474952.187500 Penalty: 4148.333496
	Iteration 7Q: 3 clusters Score -474952.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -475092.718750 Penalty: 4148.333496
	Iteration 8Q: 3 clusters Score -475092.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -475260.343750 Penalty: 4148.333496
	Iteration 9Q: 3 clusters Score -475260.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -475419.531250 Penalty: 4148.333496
	Iteration 10Q: 3 clusters Score -475419.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -475525.281250 Penalty: 4148.333496
	Iteration 11Q: 3 clusters Score -475525.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -475605.812500 Penalty: 4148.333496
	Iteration 12Q: 3 clusters Score -475605.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -475654.343750 Penalty: 4148.333496
	Iteration 13Q: 3 clusters Score -475654.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -475681.281250 Penalty: 4148.333496
	Iteration 14Q: 3 clusters Score -475681.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -475704.156250 Penalty: 4148.333496
	Iteration 15Q: 3 clusters Score -475704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -475716.687500 Penalty: 4148.333496
	Iteration 16Q: 3 clusters Score -475716.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -475726.812500 Penalty: 4148.333496
	Iteration 17Q: 3 clusters Score -475726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -475732.000000 Penalty: 4148.333496
	Iteration 18Q: 3 clusters Score -475732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -475736.437500 Penalty: 4148.333496
	Iteration 19Q: 3 clusters Score -475736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -475739.187500 Penalty: 4148.333496
	Iteration 20F: 3 clusters Score -475739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -475745.156250 Penalty: 4148.333496
	Iteration 21Q: 3 clusters Score -475745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -475746.781250 Penalty: 4148.333496
	Iteration 22Q: 3 clusters Score -475746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -475747.812500 Penalty: 4148.333496
	Iteration 23Q: 3 clusters Score -475747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -475748.000000 Penalty: 4148.333496
	Iteration 24Q: 3 clusters Score -475748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -475748.000000 Penalty: 4148.333496
	Iteration 25F: 3 clusters Score -475748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Entering Unmasked Estep 
Score: -7958815.500000 Penalty: 2766.168457
	Iteration 0F: 2 clusters Score -7958816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -7911979.500000 Penalty: 5532.336914
	Iteration 0F: 3 clusters Score -7911980 nChanged 32774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7929938.000000 Penalty: 5532.336914
	Iteration 1F: 3 clusters Score -7929938 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -7930450.500000 Penalty: 5532.336914
	Iteration 2Q: 3 clusters Score -7930450 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -7931042.500000 Penalty: 5532.336914
	Iteration 3Q: 3 clusters Score -7931042 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -7931545.000000 Penalty: 5532.336914
	Iteration 4Q: 3 clusters Score -7931545 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -7932145.500000 Penalty: 5532.336914
	Iteration 5Q: 3 clusters Score -7932146 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -7933014.500000 Penalty: 5532.336914
	Iteration 6Q: 3 clusters Score -7933014 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -7934372.000000 Penalty: 5532.336914
	Iteration 7Q: 3 clusters Score -7934372 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -7936882.000000 Penalty: 5532.336914
	Iteration 8F: 3 clusters Score -7936882 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -7941088.000000 Penalty: 5532.336914
	Iteration 9F: 3 clusters Score -7941088 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -7946837.000000 Penalty: 5532.336914
	Iteration 10F: 3 clusters Score -7946837 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7951983.000000 Penalty: 5532.336914
	Iteration 11F: 3 clusters Score -7951983 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7954873.000000 Penalty: 5532.336914
	Iteration 12Q: 3 clusters Score -7954873 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7955793.000000 Penalty: 5532.336914
	Iteration 13Q: 3 clusters Score -7955793 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69344 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7956123.500000 Penalty: 5532.336914
	Iteration 14Q: 3 clusters Score -7956124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7956271.000000 Penalty: 5532.336914
	Iteration 15Q: 3 clusters Score -7956271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7956332.500000 Penalty: 5532.336914
	Iteration 16Q: 3 clusters Score -7956332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7956365.500000 Penalty: 5532.336914
	Iteration 17Q: 3 clusters Score -7956366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7956395.500000 Penalty: 5532.336914
	Iteration 18Q: 3 clusters Score -7956396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7956410.000000 Penalty: 5532.336914
	Iteration 19Q: 3 clusters Score -7956410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7956423.000000 Penalty: 5532.336914
	Iteration 20F: 3 clusters Score -7956423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7956424.500000 Penalty: 5532.336914
	Iteration 21Q: 3 clusters Score -7956424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7956422.500000 Penalty: 5532.336914
	Iteration 22Q: 3 clusters Score -7956422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7956424.000000 Penalty: 5532.336914
	Iteration 23Q: 3 clusters Score -7956424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7956425.500000 Penalty: 5532.336914
	Iteration 24Q: 3 clusters Score -7956426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7956431.500000 Penalty: 5532.336914
	Iteration 25Q: 3 clusters Score -7956432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7956436.000000 Penalty: 5532.336914
	Iteration 26Q: 3 clusters Score -7956436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7956436.000000 Penalty: 5532.336914
	Iteration 27F: 3 clusters Score -7956436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48783.800781 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48783.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48988.050781 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48988.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49070.441406 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -49070.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49114.925781 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -49114.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49153.765625 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49153.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49174.800781 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49204.730469 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49204.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49222.332031 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49222.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49237.281250 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49237.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49240.343750 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -49240.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49240.343750 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -49240.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Entering Unmasked Estep 
Score: -3652507.000000 Penalty: 2563.114746
	Iteration 0F: 2 clusters Score -3652507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3631521.000000 Penalty: 5126.229492
	Iteration 0F: 3 clusters Score -3631521 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3639062.750000 Penalty: 5126.229492
	Iteration 1F: 3 clusters Score -3639063 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3639602.750000 Penalty: 5126.229492
	Iteration 2Q: 3 clusters Score -3639603 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3640222.750000 Penalty: 5126.229492
	Iteration 3Q: 3 clusters Score -3640223 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3641076.000000 Penalty: 5126.229492
	Iteration 4F: 3 clusters Score -3641076 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3642282.000000 Penalty: 5126.229492
	Iteration 5F: 3 clusters Score -3642282 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3643981.500000 Penalty: 5126.229492
	Iteration 6F: 3 clusters Score -3643982 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3645896.500000 Penalty: 5126.229492
	Iteration 7F: 3 clusters Score -3645896 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3647592.500000 Penalty: 5126.229492
	Iteration 8F: 3 clusters Score -3647592 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3648732.000000 Penalty: 5126.229492
	Iteration 9Q: 3 clusters Score -3648732 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3649408.750000 Penalty: 5126.229492
	Iteration 10Q: 3 clusters Score -3649409 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3649778.750000 Penalty: 5126.229492
	Iteration 11Q: 3 clusters Score -3649779 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3649973.250000 Penalty: 5126.229492
	Iteration 12Q: 3 clusters Score -3649973 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3650122.000000 Penalty: 5126.229492
	Iteration 13Q: 3 clusters Score -3650122 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3650226.500000 Penalty: 5126.229492
	Iteration 14Q: 3 clusters Score -3650226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3650324.000000 Penalty: 5126.229492
	Iteration 15Q: 3 clusters Score -3650324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3650386.750000 Penalty: 5126.229492
	Iteration 16Q: 3 clusters Score -3650387 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3650439.500000 Penalty: 5126.229492
	Iteration 17Q: 3 clusters Score -3650440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3650489.750000 Penalty: 5126.229492
	Iteration 18Q: 3 clusters Score -3650490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3650522.250000 Penalty: 5126.229492
	Iteration 19Q: 3 clusters Score -3650522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3650559.250000 Penalty: 5126.229492
	Iteration 20F: 3 clusters Score -3650559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3650582.250000 Penalty: 5126.229492
	Iteration 21Q: 3 clusters Score -3650582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3650610.250000 Penalty: 5126.229492
	Iteration 22Q: 3 clusters Score -3650610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3650635.250000 Penalty: 5126.229492
	Iteration 23Q: 3 clusters Score -3650635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3650646.000000 Penalty: 5126.229492
	Iteration 24Q: 3 clusters Score -3650646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3650648.500000 Penalty: 5126.229492
	Iteration 25Q: 3 clusters Score -3650648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3650659.750000 Penalty: 5126.229492
	Iteration 26Q: 3 clusters Score -3650660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3650671.250000 Penalty: 5126.229492
	Iteration 27Q: 3 clusters Score -3650671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3650673.000000 Penalty: 5126.229492
	Iteration 28Q: 3 clusters Score -3650673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -3650683.500000 Penalty: 5126.229492
	Iteration 29Q: 3 clusters Score -3650684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3650684.500000 Penalty: 5126.229492
	Iteration 30Q: 3 clusters Score -3650684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3650693.750000 Penalty: 5126.229492
	Iteration 31Q: 3 clusters Score -3650694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3650701.500000 Penalty: 5126.229492
	Iteration 32Q: 3 clusters Score -3650702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3650711.750000 Penalty: 5126.229492
	Iteration 33Q: 3 clusters Score -3650712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3650704.000000 Penalty: 5126.229492
	Iteration 34Q: 3 clusters Score -3650704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3650705.500000 Penalty: 5126.229492
	Iteration 35Q: 3 clusters Score -3650706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3650711.250000 Penalty: 5126.229492
	Iteration 36Q: 3 clusters Score -3650711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3650713.250000 Penalty: 5126.229492
	Iteration 37Q: 3 clusters Score -3650713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3650712.750000 Penalty: 5126.229492
	Iteration 38Q: 3 clusters Score -3650713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3650712.750000 Penalty: 5126.229492
	Iteration 39F: 3 clusters Score -3650713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132558.875000 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132558.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -132843.203125 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132843.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132943.437500 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132943.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132991.140625 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -132991.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133019.218750 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133060.562500 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133060.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133086.906250 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -133101.578125 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133101.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133111.328125 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133114.671875 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133118.828125 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133122.328125 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133125.562500 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -133126.234375 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -133126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -133126.234375 Penalty: 3512.110352
	Iteration 14F: 3 clusters Score -133126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Entering Unmasked Estep 
Score: -6192796.000000 Penalty: 2693.284424
	Iteration 0F: 2 clusters Score -6192796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -6157683.500000 Penalty: 5386.568848
	Iteration 0F: 3 clusters Score -6157684 nChanged 24048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -6170940.000000 Penalty: 5386.568848
	Iteration 1F: 3 clusters Score -6170940 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6171502.000000 Penalty: 5386.568848
	Iteration 2Q: 3 clusters Score -6171502 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6171989.000000 Penalty: 5386.568848
	Iteration 3Q: 3 clusters Score -6171989 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6172465.000000 Penalty: 5386.568848
	Iteration 4Q: 3 clusters Score -6172465 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6172984.500000 Penalty: 5386.568848
	Iteration 5Q: 3 clusters Score -6172984 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -6173653.000000 Penalty: 5386.568848
	Iteration 6Q: 3 clusters Score -6173653 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -6174595.000000 Penalty: 5386.568848
	Iteration 7Q: 3 clusters Score -6174595 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -6175934.500000 Penalty: 5386.568848
	Iteration 8Q: 3 clusters Score -6175934 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -6177945.500000 Penalty: 5386.568848
	Iteration 9F: 3 clusters Score -6177946 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -6180574.500000 Penalty: 5386.568848
	Iteration 10F: 3 clusters Score -6180574 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6183280.500000 Penalty: 5386.568848
	Iteration 11F: 3 clusters Score -6183280 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -6185638.500000 Penalty: 5386.568848
	Iteration 12F: 3 clusters Score -6185638 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6187275.000000 Penalty: 5386.568848
	Iteration 13Q: 3 clusters Score -6187275 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6188375.000000 Penalty: 5386.568848
	Iteration 14Q: 3 clusters Score -6188375 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6189097.500000 Penalty: 5386.568848
	Iteration 15Q: 3 clusters Score -6189098 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6189510.500000 Penalty: 5386.568848
	Iteration 16Q: 3 clusters Score -6189510 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -6189797.500000 Penalty: 5386.568848
	Iteration 17Q: 3 clusters Score -6189798 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6189969.000000 Penalty: 5386.568848
	Iteration 18Q: 3 clusters Score -6189969 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -6190087.500000 Penalty: 5386.568848
	Iteration 19Q: 3 clusters Score -6190088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6190159.500000 Penalty: 5386.568848
	Iteration 20F: 3 clusters Score -6190160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -6190200.500000 Penalty: 5386.568848
	Iteration 21Q: 3 clusters Score -6190200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -6190259.000000 Penalty: 5386.568848
	Iteration 22Q: 3 clusters Score -6190259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6190307.000000 Penalty: 5386.568848
	Iteration 23Q: 3 clusters Score -6190307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -6190346.000000 Penalty: 5386.568848
	Iteration 24Q: 3 clusters Score -6190346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -6190365.000000 Penalty: 5386.568848
	Iteration 25Q: 3 clusters Score -6190365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6190388.500000 Penalty: 5386.568848
	Iteration 26Q: 3 clusters Score -6190388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6190396.000000 Penalty: 5386.568848
	Iteration 27Q: 3 clusters Score -6190396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -6190408.000000 Penalty: 5386.568848
	Iteration 28Q: 3 clusters Score -6190408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6190421.500000 Penalty: 5386.568848
	Iteration 29Q: 3 clusters Score -6190422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6190435.500000 Penalty: 5386.568848
	Iteration 30Q: 3 clusters Score -6190436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6190445.500000 Penalty: 5386.568848
	Iteration 31Q: 3 clusters Score -6190446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -6190452.500000 Penalty: 5386.568848
	Iteration 32Q: 3 clusters Score -6190452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -6190455.500000 Penalty: 5386.568848
	Iteration 33Q: 3 clusters Score -6190456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -6190460.500000 Penalty: 5386.568848
	Iteration 34Q: 3 clusters Score -6190460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -6190463.000000 Penalty: 5386.568848
	Iteration 35Q: 3 clusters Score -6190463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -6190466.000000 Penalty: 5386.568848
	Iteration 36Q: 3 clusters Score -6190466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -6190469.500000 Penalty: 5386.568848
	Iteration 37Q: 3 clusters Score -6190470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6190472.000000 Penalty: 5386.568848
	Iteration 38Q: 3 clusters Score -6190472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6190472.000000 Penalty: 5386.568848
	Iteration 39F: 3 clusters Score -6190472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Entering Unmasked Estep 
Score: -9076581.000000 Penalty: 2789.017822
	Iteration 0F: 2 clusters Score -9076581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -9025099.000000 Penalty: 5578.035645
	Iteration 0F: 3 clusters Score -9025099 nChanged 35962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -9045357.000000 Penalty: 5578.035645
	Iteration 1F: 3 clusters Score -9045357 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -9045964.000000 Penalty: 5578.035645
	Iteration 2Q: 3 clusters Score -9045964 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -9046606.000000 Penalty: 5578.035645
	Iteration 3Q: 3 clusters Score -9046606 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -9047284.000000 Penalty: 5578.035645
	Iteration 4Q: 3 clusters Score -9047284 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -9048008.000000 Penalty: 5578.035645
	Iteration 5Q: 3 clusters Score -9048008 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -9048902.000000 Penalty: 5578.035645
	Iteration 6Q: 3 clusters Score -9048902 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -9049930.000000 Penalty: 5578.035645
	Iteration 7Q: 3 clusters Score -9049930 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -9051300.000000 Penalty: 5578.035645
	Iteration 8Q: 3 clusters Score -9051300 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -9053001.000000 Penalty: 5578.035645
	Iteration 9Q: 3 clusters Score -9053001 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -9055101.000000 Penalty: 5578.035645
	Iteration 10F: 3 clusters Score -9055101 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -9057755.000000 Penalty: 5578.035645
	Iteration 11F: 3 clusters Score -9057755 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -9060917.000000 Penalty: 5578.035645
	Iteration 12F: 3 clusters Score -9060917 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -9063900.000000 Penalty: 5578.035645
	Iteration 13F: 3 clusters Score -9063900 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -9066174.000000 Penalty: 5578.035645
	Iteration 14Q: 3 clusters Score -9066174 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -9067441.000000 Penalty: 5578.035645
	Iteration 15Q: 3 clusters Score -9067441 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -9068298.000000 Penalty: 5578.035645
	Iteration 16Q: 3 clusters Score -9068298 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -9068954.000000 Penalty: 5578.035645
	Iteration 17Q: 3 clusters Score -9068954 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -9069490.000000 Penalty: 5578.035645
	Iteration 18Q: 3 clusters Score -9069490 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -9070032.000000 Penalty: 5578.035645
	Iteration 19Q: 3 clusters Score -9070032 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -9070446.000000 Penalty: 5578.035645
	Iteration 20F: 3 clusters Score -9070446 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -9070709.000000 Penalty: 5578.035645
	Iteration 21Q: 3 clusters Score -9070709 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -9070985.000000 Penalty: 5578.035645
	Iteration 22Q: 3 clusters Score -9070985 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -9071207.000000 Penalty: 5578.035645
	Iteration 23Q: 3 clusters Score -9071207 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -9071542.000000 Penalty: 5578.035645
	Iteration 24Q: 3 clusters Score -9071542 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -9071756.000000 Penalty: 5578.035645
	Iteration 25Q: 3 clusters Score -9071756 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -9072040.000000 Penalty: 5578.035645
	Iteration 26Q: 3 clusters Score -9072040 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -9072307.000000 Penalty: 5578.035645
	Iteration 27Q: 3 clusters Score -9072307 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -9072558.000000 Penalty: 5578.035645
	Iteration 28Q: 3 clusters Score -9072558 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -9072785.000000 Penalty: 5578.035645
	Iteration 29Q: 3 clusters Score -9072785 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -9072948.000000 Penalty: 5578.035645
	Iteration 30Q: 3 clusters Score -9072948 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -9073100.000000 Penalty: 5578.035645
	Iteration 31Q: 3 clusters Score -9073100 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -9073265.000000 Penalty: 5578.035645
	Iteration 32Q: 3 clusters Score -9073265 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -9073425.000000 Penalty: 5578.035645
	Iteration 33Q: 3 clusters Score -9073425 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -9073602.000000 Penalty: 5578.035645
	Iteration 34Q: 3 clusters Score -9073602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -9073746.000000 Penalty: 5578.035645
	Iteration 35Q: 3 clusters Score -9073746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -9073881.000000 Penalty: 5578.035645
	Iteration 36Q: 3 clusters Score -9073881 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -9073972.000000 Penalty: 5578.035645
	Iteration 37Q: 3 clusters Score -9073972 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9074050.000000 Penalty: 5578.035645
	Iteration 38Q: 3 clusters Score -9074050 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9074109.000000 Penalty: 5578.035645
	Iteration 39Q: 3 clusters Score -9074109 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -9074168.000000 Penalty: 5578.035645
	Iteration 40F: 3 clusters Score -9074168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -9074222.000000 Penalty: 5578.035645
	Iteration 41Q: 3 clusters Score -9074222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -9074259.000000 Penalty: 5578.035645
	Iteration 42Q: 3 clusters Score -9074259 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -9074284.000000 Penalty: 5578.035645
	Iteration 43Q: 3 clusters Score -9074284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -9074305.000000 Penalty: 5578.035645
	Iteration 44Q: 3 clusters Score -9074305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -9074305.000000 Penalty: 5578.035645
	Iteration 45Q: 3 clusters Score -9074305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -9074330.000000 Penalty: 5578.035645
	Iteration 46Q: 3 clusters Score -9074330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -9074337.000000 Penalty: 5578.035645
	Iteration 47Q: 3 clusters Score -9074337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -9074368.000000 Penalty: 5578.035645
	Iteration 48Q: 3 clusters Score -9074368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -9074370.000000 Penalty: 5578.035645
	Iteration 49Q: 3 clusters Score -9074370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -9074377.000000 Penalty: 5578.035645
	Iteration 50Q: 3 clusters Score -9074377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -9074390.000000 Penalty: 5578.035645
	Iteration 51Q: 3 clusters Score -9074390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -9074418.000000 Penalty: 5578.035645
	Iteration 52Q: 3 clusters Score -9074418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -9074422.000000 Penalty: 5578.035645
	Iteration 53Q: 3 clusters Score -9074422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -9074421.000000 Penalty: 5578.035645
	Iteration 54Q: 3 clusters Score -9074421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9074437.000000 Penalty: 5578.035645
	Iteration 55Q: 3 clusters Score -9074437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -9074426.000000 Penalty: 5578.035645
	Iteration 56Q: 3 clusters Score -9074426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -9074429.000000 Penalty: 5578.035645
	Iteration 57Q: 3 clusters Score -9074429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -9074430.000000 Penalty: 5578.035645
	Iteration 58Q: 3 clusters Score -9074430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -9074432.000000 Penalty: 5578.035645
	Iteration 59Q: 3 clusters Score -9074432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -9074441.000000 Penalty: 5578.035645
	Iteration 60F: 3 clusters Score -9074441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9074435.000000 Penalty: 5578.035645
	Iteration 61Q: 3 clusters Score -9074435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -9074445.000000 Penalty: 5578.035645
	Iteration 62Q: 3 clusters Score -9074445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -9074448.000000 Penalty: 5578.035645
	Iteration 63Q: 3 clusters Score -9074448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -9074458.000000 Penalty: 5578.035645
	Iteration 64Q: 3 clusters Score -9074458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -9074452.000000 Penalty: 5578.035645
	Iteration 65Q: 3 clusters Score -9074452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -9074460.000000 Penalty: 5578.035645
	Iteration 66Q: 3 clusters Score -9074460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -9074455.000000 Penalty: 5578.035645
	Iteration 67Q: 3 clusters Score -9074455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -9074460.000000 Penalty: 5578.035645
	Iteration 68Q: 3 clusters Score -9074460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -9074470.000000 Penalty: 5578.035645
	Iteration 69Q: 3 clusters Score -9074470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -9074475.000000 Penalty: 5578.035645
	Iteration 70Q: 3 clusters Score -9074475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -9074477.000000 Penalty: 5578.035645
	Iteration 71Q: 3 clusters Score -9074477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -9074475.000000 Penalty: 5578.035645
	Iteration 72Q: 3 clusters Score -9074475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9074468.000000 Penalty: 5578.035645
	Iteration 73Q: 3 clusters Score -9074468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -9074470.000000 Penalty: 5578.035645
	Iteration 74Q: 3 clusters Score -9074470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -9074472.000000 Penalty: 5578.035645
	Iteration 75Q: 3 clusters Score -9074472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -9074475.000000 Penalty: 5578.035645
	Iteration 76Q: 3 clusters Score -9074475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -9074466.000000 Penalty: 5578.035645
	Iteration 77Q: 3 clusters Score -9074466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -9074472.000000 Penalty: 5578.035645
	Iteration 78Q: 3 clusters Score -9074472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -9074476.000000 Penalty: 5578.035645
	Iteration 79Q: 3 clusters Score -9074476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -9074477.000000 Penalty: 5578.035645
	Iteration 80F: 3 clusters Score -9074477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -9074482.000000 Penalty: 5578.035645
	Iteration 81Q: 3 clusters Score -9074482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -9074494.000000 Penalty: 5578.035645
	Iteration 82Q: 3 clusters Score -9074494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -9074480.000000 Penalty: 5578.035645
	Iteration 83Q: 3 clusters Score -9074480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -9074479.000000 Penalty: 5578.035645
	Iteration 84Q: 3 clusters Score -9074479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -9074483.000000 Penalty: 5578.035645
	Iteration 85Q: 3 clusters Score -9074483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -9074484.000000 Penalty: 5578.035645
	Iteration 86Q: 3 clusters Score -9074484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -9074493.000000 Penalty: 5578.035645
	Iteration 87Q: 3 clusters Score -9074493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -9074487.000000 Penalty: 5578.035645
	Iteration 88Q: 3 clusters Score -9074487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -9074487.000000 Penalty: 5578.035645
	Iteration 89Q: 3 clusters Score -9074487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -9074487.000000 Penalty: 5578.035645
	Iteration 90F: 3 clusters Score -9074487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -433715.718750 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -433715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -429850.437500 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -429850.4 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -430681.343750 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -430681.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -430838.187500 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -430838.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -430929.093750 Penalty: 4105.091797
	Iteration 3Q: 3 clusters Score -430929.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -430990.781250 Penalty: 4105.091797
	Iteration 4Q: 3 clusters Score -430990.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -431047.437500 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -431047.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -431093.406250 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -431093.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -431134.218750 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -431134.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -431177.062500 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -431177.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -431245.906250 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -431245.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -431330.812500 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -431330.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -431438.250000 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -431438.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -431554.906250 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -431554.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -431658.531250 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -431658.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -431760.187500 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -431760.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -431844.468750 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -431844.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -431922.312500 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -431922.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -431990.656250 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -431990.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -432050.031250 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -432050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -432100.906250 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -432100.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -432132.718750 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -432132.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -432152.375000 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -432152.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -432167.968750 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -432168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -432184.406250 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -432184.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432199.625000 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -432199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -432206.593750 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -432206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -432213.218750 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -432213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -432220.375000 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -432220.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -432226.156250 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -432226.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -432236.031250 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -432236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432242.593750 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -432242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -432247.531250 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -432247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -432256.312500 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -432256.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -432260.062500 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -432260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -432264.937500 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -432264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -432269.156250 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -432269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -432272.781250 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -432272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432273.500000 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -432273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432274.593750 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -432274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -432274.875000 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -432274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432275.250000 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -432275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -432276.843750 Penalty: 4105.091797
	Iteration 41Q: 3 clusters Score -432276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -432278.343750 Penalty: 4105.091797
	Iteration 42Q: 3 clusters Score -432278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -432280.531250 Penalty: 4105.091797
	Iteration 43Q: 3 clusters Score -432280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -432282.437500 Penalty: 4105.091797
	Iteration 44Q: 3 clusters Score -432282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -432282.375000 Penalty: 4105.091797
	Iteration 45Q: 3 clusters Score -432282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -432283.125000 Penalty: 4105.091797
	Iteration 46Q: 3 clusters Score -432283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -432283.656250 Penalty: 4105.091797
	Iteration 47Q: 3 clusters Score -432283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -432283.656250 Penalty: 4105.091797
	Iteration 48F: 3 clusters Score -432283.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -44297.058594 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -44297.06 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 198 members 
Entering Unmasked Estep 
Score: -42846.089844 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -42846.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42945.558594 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -42945.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43006.656250 Penalty: 2994.783936
	Iteration 2Q: 3 clusters Score -43006.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43046.855469 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -43046.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43058.613281 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -43058.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43058.613281 Penalty: 2994.783936
	Iteration 5F: 3 clusters Score -43058.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48817.500000 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48817.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49023.320312 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49023.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49098.515625 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -49098.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49156.292969 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49156.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49241.441406 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49241.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49338.761719 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49338.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49440.437500 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49440.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49609.820312 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49609.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49703.023438 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49703.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49738.601562 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49748.789062 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49748.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49748.789062 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -49748.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -356234.687500 Penalty: 2007.784058
	Iteration 0F: 2 clusters Score -356234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -352788.843750 Penalty: 4015.568115
	Iteration 0F: 3 clusters Score -352788.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -353442.312500 Penalty: 4015.568115
	Iteration 1F: 3 clusters Score -353442.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -353589.281250 Penalty: 4015.568115
	Iteration 2F: 3 clusters Score -353589.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -353697.937500 Penalty: 4015.568115
	Iteration 3Q: 3 clusters Score -353697.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -353815.125000 Penalty: 4015.568115
	Iteration 4Q: 3 clusters Score -353815.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -353938.500000 Penalty: 4015.568115
	Iteration 5Q: 3 clusters Score -353938.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -354047.718750 Penalty: 4015.568115
	Iteration 6Q: 3 clusters Score -354047.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -354156.656250 Penalty: 4015.568115
	Iteration 7Q: 3 clusters Score -354156.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -354270.562500 Penalty: 4015.568115
	Iteration 8Q: 3 clusters Score -354270.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -354415.875000 Penalty: 4015.568115
	Iteration 9Q: 3 clusters Score -354415.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -354571.468750 Penalty: 4015.568115
	Iteration 10Q: 3 clusters Score -354571.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -354727.156250 Penalty: 4015.568115
	Iteration 11Q: 3 clusters Score -354727.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -354855.031250 Penalty: 4015.568115
	Iteration 12Q: 3 clusters Score -354855 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -354958.906250 Penalty: 4015.568115
	Iteration 13Q: 3 clusters Score -354958.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -355029.062500 Penalty: 4015.568115
	Iteration 14Q: 3 clusters Score -355029.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -355062.937500 Penalty: 4015.568115
	Iteration 15Q: 3 clusters Score -355062.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -355084.437500 Penalty: 4015.568115
	Iteration 16Q: 3 clusters Score -355084.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -355095.437500 Penalty: 4015.568115
	Iteration 17Q: 3 clusters Score -355095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -355101.406250 Penalty: 4015.568115
	Iteration 18Q: 3 clusters Score -355101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -355106.375000 Penalty: 4015.568115
	Iteration 19Q: 3 clusters Score -355106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -355111.718750 Penalty: 4015.568115
	Iteration 20F: 3 clusters Score -355111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -355117.000000 Penalty: 4015.568115
	Iteration 21Q: 3 clusters Score -355117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -355123.937500 Penalty: 4015.568115
	Iteration 22Q: 3 clusters Score -355123.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -355129.250000 Penalty: 4015.568115
	Iteration 23Q: 3 clusters Score -355129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -355133.906250 Penalty: 4015.568115
	Iteration 24Q: 3 clusters Score -355133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -355140.968750 Penalty: 4015.568115
	Iteration 25Q: 3 clusters Score -355141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -355150.062500 Penalty: 4015.568115
	Iteration 26Q: 3 clusters Score -355150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -355156.375000 Penalty: 4015.568115
	Iteration 27Q: 3 clusters Score -355156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -355159.531250 Penalty: 4015.568115
	Iteration 28Q: 3 clusters Score -355159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -355162.625000 Penalty: 4015.568115
	Iteration 29Q: 3 clusters Score -355162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -355166.937500 Penalty: 4015.568115
	Iteration 30Q: 3 clusters Score -355166.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -355171.093750 Penalty: 4015.568115
	Iteration 31Q: 3 clusters Score -355171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -355175.406250 Penalty: 4015.568115
	Iteration 32Q: 3 clusters Score -355175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -355176.312500 Penalty: 4015.568115
	Iteration 33Q: 3 clusters Score -355176.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -355179.906250 Penalty: 4015.568115
	Iteration 34Q: 3 clusters Score -355179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -355183.937500 Penalty: 4015.568115
	Iteration 35Q: 3 clusters Score -355183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -355186.593750 Penalty: 4015.568115
	Iteration 36Q: 3 clusters Score -355186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -355190.937500 Penalty: 4015.568115
	Iteration 37Q: 3 clusters Score -355190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -355196.718750 Penalty: 4015.568115
	Iteration 38Q: 3 clusters Score -355196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -355199.531250 Penalty: 4015.568115
	Iteration 39Q: 3 clusters Score -355199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -355201.093750 Penalty: 4015.568115
	Iteration 40F: 3 clusters Score -355201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -355203.250000 Penalty: 4015.568115
	Iteration 41Q: 3 clusters Score -355203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -355204.781250 Penalty: 4015.568115
	Iteration 42Q: 3 clusters Score -355204.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -355206.437500 Penalty: 4015.568115
	Iteration 43Q: 3 clusters Score -355206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -355208.062500 Penalty: 4015.568115
	Iteration 44Q: 3 clusters Score -355208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -355209.906250 Penalty: 4015.568115
	Iteration 45Q: 3 clusters Score -355209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -355213.375000 Penalty: 4015.568115
	Iteration 46Q: 3 clusters Score -355213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -355215.500000 Penalty: 4015.568115
	Iteration 47Q: 3 clusters Score -355215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -355220.812500 Penalty: 4015.568115
	Iteration 48Q: 3 clusters Score -355220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -355224.343750 Penalty: 4015.568115
	Iteration 49Q: 3 clusters Score -355224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -355227.625000 Penalty: 4015.568115
	Iteration 50Q: 3 clusters Score -355227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -355229.562500 Penalty: 4015.568115
	Iteration 51Q: 3 clusters Score -355229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -355231.250000 Penalty: 4015.568115
	Iteration 52Q: 3 clusters Score -355231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -355231.656250 Penalty: 4015.568115
	Iteration 53Q: 3 clusters Score -355231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -355231.656250 Penalty: 4015.568115
	Iteration 54F: 3 clusters Score -355231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 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 392 members 
Entering Unmasked Estep 
Score: -78876.007812 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78876.01 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79265.125000 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79265.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79551.296875 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79551.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79780.335938 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -79780.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80053.320312 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -80053.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80220.453125 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -80220.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80278.460938 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -80278.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80322.867188 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -80322.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80341.515625 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -80341.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80356.250000 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -80356.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80357.968750 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80357.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80362.726562 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80362.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80363.929688 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80363.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80366.781250 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80366.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80366.781250 Penalty: 3323.562744
	Iteration 14F: 3 clusters Score -80366.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -27359.091797 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -27359.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26163.423828 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -26163.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26406.193359 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -26406.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26530.144531 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -26530.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26638.792969 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -26638.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26706.681641 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -26706.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26713.335938 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -26713.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26713.335938 Penalty: 2830.726807
	Iteration 6F: 3 clusters Score -26713.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32501.867188 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32501.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32630.208984 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32630.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32674.890625 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32674.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32706.550781 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32706.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32727.251953 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32727.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32740.351562 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32740.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32743.550781 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32743.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32744.505859 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -32744.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32744.505859 Penalty: 2911.171387
	Iteration 8F: 3 clusters Score -32744.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (96340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Entering Unmasked Estep 
Score: -11406294.000000 Penalty: 2845.958496
	Iteration 0F: 2 clusters Score -1.140629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -11341938.000000 Penalty: 5691.916992
	Iteration 0F: 3 clusters Score -1.134194e+07 nChanged 45308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -11367555.000000 Penalty: 5691.916992
	Iteration 1F: 3 clusters Score -1.136756e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -11368256.000000 Penalty: 5691.916992
	Iteration 2Q: 3 clusters Score -1.136826e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -11368956.000000 Penalty: 5691.916992
	Iteration 3Q: 3 clusters Score -1.136896e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -11369935.000000 Penalty: 5691.916992
	Iteration 4Q: 3 clusters Score -1.136994e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -11371084.000000 Penalty: 5691.916992
	Iteration 5Q: 3 clusters Score -1.137108e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -11372758.000000 Penalty: 5691.916992
	Iteration 6Q: 3 clusters Score -1.137276e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -11375036.000000 Penalty: 5691.916992
	Iteration 7Q: 3 clusters Score -1.137504e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -11378089.000000 Penalty: 5691.916992
	Iteration 8F: 3 clusters Score -1.137809e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -11382302.000000 Penalty: 5691.916992
	Iteration 9F: 3 clusters Score -1.13823e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -11387114.000000 Penalty: 5691.916992
	Iteration 10F: 3 clusters Score -1.138711e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -11390834.000000 Penalty: 5691.916992
	Iteration 11F: 3 clusters Score -1.139083e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -11392703.000000 Penalty: 5691.916992
	Iteration 12Q: 3 clusters Score -1.13927e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -11393511.000000 Penalty: 5691.916992
	Iteration 13Q: 3 clusters Score -1.139351e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -11394043.000000 Penalty: 5691.916992
	Iteration 14Q: 3 clusters Score -1.139404e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -11394465.000000 Penalty: 5691.916992
	Iteration 15Q: 3 clusters Score -1.139446e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -11394810.000000 Penalty: 5691.916992
	Iteration 16Q: 3 clusters Score -1.139481e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -11395200.000000 Penalty: 5691.916992
	Iteration 17Q: 3 clusters Score -1.13952e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -11395485.000000 Penalty: 5691.916992
	Iteration 18Q: 3 clusters Score -1.139548e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -11395878.000000 Penalty: 5691.916992
	Iteration 19Q: 3 clusters Score -1.139588e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -11396322.000000 Penalty: 5691.916992
	Iteration 20F: 3 clusters Score -1.139632e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -11396723.000000 Penalty: 5691.916992
	Iteration 21Q: 3 clusters Score -1.139672e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -11397092.000000 Penalty: 5691.916992
	Iteration 22Q: 3 clusters Score -1.139709e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -11397396.000000 Penalty: 5691.916992
	Iteration 23Q: 3 clusters Score -1.13974e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -11397708.000000 Penalty: 5691.916992
	Iteration 24Q: 3 clusters Score -1.139771e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -11398066.000000 Penalty: 5691.916992
	Iteration 25Q: 3 clusters Score -1.139807e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -11398399.000000 Penalty: 5691.916992
	Iteration 26Q: 3 clusters Score -1.13984e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -11398762.000000 Penalty: 5691.916992
	Iteration 27Q: 3 clusters Score -1.139876e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -11399157.000000 Penalty: 5691.916992
	Iteration 28Q: 3 clusters Score -1.139916e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -11399487.000000 Penalty: 5691.916992
	Iteration 29Q: 3 clusters Score -1.139949e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -11399862.000000 Penalty: 5691.916992
	Iteration 30Q: 3 clusters Score -1.139986e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -11400234.000000 Penalty: 5691.916992
	Iteration 31Q: 3 clusters Score -1.140023e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -11400556.000000 Penalty: 5691.916992
	Iteration 32Q: 3 clusters Score -1.140056e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -11400851.000000 Penalty: 5691.916992
	Iteration 33Q: 3 clusters Score -1.140085e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -11401165.000000 Penalty: 5691.916992
	Iteration 34Q: 3 clusters Score -1.140116e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -11401486.000000 Penalty: 5691.916992
	Iteration 35Q: 3 clusters Score -1.140149e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -11401729.000000 Penalty: 5691.916992
	Iteration 36Q: 3 clusters Score -1.140173e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -11402020.000000 Penalty: 5691.916992
	Iteration 37Q: 3 clusters Score -1.140202e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -11402245.000000 Penalty: 5691.916992
	Iteration 38Q: 3 clusters Score -1.140224e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -11402478.000000 Penalty: 5691.916992
	Iteration 39Q: 3 clusters Score -1.140248e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -11402703.000000 Penalty: 5691.916992
	Iteration 40F: 3 clusters Score -1.14027e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -11402854.000000 Penalty: 5691.916992
	Iteration 41Q: 3 clusters Score -1.140285e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -11403014.000000 Penalty: 5691.916992
	Iteration 42Q: 3 clusters Score -1.140301e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -11403181.000000 Penalty: 5691.916992
	Iteration 43Q: 3 clusters Score -1.140318e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -11403297.000000 Penalty: 5691.916992
	Iteration 44Q: 3 clusters Score -1.14033e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11403364.000000 Penalty: 5691.916992
	Iteration 45Q: 3 clusters Score -1.140336e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -11403485.000000 Penalty: 5691.916992
	Iteration 46Q: 3 clusters Score -1.140348e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -11403618.000000 Penalty: 5691.916992
	Iteration 47Q: 3 clusters Score -1.140362e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11403741.000000 Penalty: 5691.916992
	Iteration 48Q: 3 clusters Score -1.140374e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -11403828.000000 Penalty: 5691.916992
	Iteration 49Q: 3 clusters Score -1.140383e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -11403863.000000 Penalty: 5691.916992
	Iteration 50Q: 3 clusters Score -1.140386e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -11403929.000000 Penalty: 5691.916992
	Iteration 51Q: 3 clusters Score -1.140393e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -11403983.000000 Penalty: 5691.916992
	Iteration 52Q: 3 clusters Score -1.140398e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -11404032.000000 Penalty: 5691.916992
	Iteration 53Q: 3 clusters Score -1.140403e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -11404078.000000 Penalty: 5691.916992
	Iteration 54Q: 3 clusters Score -1.140408e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -11404129.000000 Penalty: 5691.916992
	Iteration 55Q: 3 clusters Score -1.140413e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -11404145.000000 Penalty: 5691.916992
	Iteration 56Q: 3 clusters Score -1.140414e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -11404178.000000 Penalty: 5691.916992
	Iteration 57Q: 3 clusters Score -1.140418e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11404182.000000 Penalty: 5691.916992
	Iteration 58Q: 3 clusters Score -1.140418e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -11404183.000000 Penalty: 5691.916992
	Iteration 59Q: 3 clusters Score -1.140418e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -11404205.000000 Penalty: 5691.916992
	Iteration 60F: 3 clusters Score -1.14042e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -11404238.000000 Penalty: 5691.916992
	Iteration 61Q: 3 clusters Score -1.140424e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11404230.000000 Penalty: 5691.916992
	Iteration 62Q: 3 clusters Score -1.140423e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -11404220.000000 Penalty: 5691.916992
	Iteration 63Q: 3 clusters Score -1.140422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11404241.000000 Penalty: 5691.916992
	Iteration 64Q: 3 clusters Score -1.140424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -11404270.000000 Penalty: 5691.916992
	Iteration 65Q: 3 clusters Score -1.140427e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -11404272.000000 Penalty: 5691.916992
	Iteration 66Q: 3 clusters Score -1.140427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -11404269.000000 Penalty: 5691.916992
	Iteration 67Q: 3 clusters Score -1.140427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11404270.000000 Penalty: 5691.916992
	Iteration 68Q: 3 clusters Score -1.140427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11404285.000000 Penalty: 5691.916992
	Iteration 69Q: 3 clusters Score -1.140428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11404265.000000 Penalty: 5691.916992
	Iteration 70Q: 3 clusters Score -1.140426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -11404279.000000 Penalty: 5691.916992
	Iteration 71Q: 3 clusters Score -1.140428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -11404294.000000 Penalty: 5691.916992
	Iteration 72Q: 3 clusters Score -1.140429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -11404298.000000 Penalty: 5691.916992
	Iteration 73Q: 3 clusters Score -1.14043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -11404303.000000 Penalty: 5691.916992
	Iteration 74Q: 3 clusters Score -1.14043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11404308.000000 Penalty: 5691.916992
	Iteration 75Q: 3 clusters Score -1.140431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11404306.000000 Penalty: 5691.916992
	Iteration 76Q: 3 clusters Score -1.140431e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -11404313.000000 Penalty: 5691.916992
	Iteration 77Q: 3 clusters Score -1.140431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11404307.000000 Penalty: 5691.916992
	Iteration 78Q: 3 clusters Score -1.140431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11404323.000000 Penalty: 5691.916992
	Iteration 79Q: 3 clusters Score -1.140432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11404321.000000 Penalty: 5691.916992
	Iteration 80F: 3 clusters Score -1.140432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11404324.000000 Penalty: 5691.916992
	Iteration 81Q: 3 clusters Score -1.140432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11404323.000000 Penalty: 5691.916992
	Iteration 82Q: 3 clusters Score -1.140432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11404329.000000 Penalty: 5691.916992
	Iteration 83Q: 3 clusters Score -1.140433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94393 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -11404333.000000 Penalty: 5691.916992
	Iteration 84Q: 3 clusters Score -1.140433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11404325.000000 Penalty: 5691.916992
	Iteration 85Q: 3 clusters Score -1.140432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11404330.000000 Penalty: 5691.916992
	Iteration 86Q: 3 clusters Score -1.140433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11404333.000000 Penalty: 5691.916992
	Iteration 87Q: 3 clusters Score -1.140433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11404330.000000 Penalty: 5691.916992
	Iteration 88Q: 3 clusters Score -1.140433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11404341.000000 Penalty: 5691.916992
	Iteration 89Q: 3 clusters Score -1.140434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11404340.000000 Penalty: 5691.916992
	Iteration 90Q: 3 clusters Score -1.140434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11404344.000000 Penalty: 5691.916992
	Iteration 91Q: 3 clusters Score -1.140434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11404345.000000 Penalty: 5691.916992
	Iteration 92Q: 3 clusters Score -1.140434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11404345.000000 Penalty: 5691.916992
	Iteration 93F: 3 clusters Score -1.140434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 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 555 members 
Entering Unmasked Estep 
Score: -130857.257812 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130857.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131196.593750 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131196.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131289.937500 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131289.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131336.875000 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131336.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131372.828125 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131372.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131392.843750 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131401.968750 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131411.359375 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131411.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131415.671875 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131420.343750 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131420.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131427.390625 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131431.437500 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131433.421875 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131433.421875 Penalty: 3498.578369
	Iteration 13F: 3 clusters Score -131433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -161421.109375 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -161421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159161.437500 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -159161.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159509.156250 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -159509.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -159623.046875 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -159623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -159666.796875 Penalty: 3609.857422
	Iteration 3Q: 3 clusters Score -159666.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159699.218750 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -159699.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159728.062500 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -159728.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159752.765625 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -159752.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159769.093750 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -159769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159778.562500 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -159778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159783.062500 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -159783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159785.109375 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -159785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159787.656250 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -159787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159789.265625 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -159789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159792.593750 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -159792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159795.890625 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -159795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159795.890625 Penalty: 3609.857422
	Iteration 15F: 3 clusters Score -159795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 279 members 
Entering Unmasked Estep 
Score: -56819.234375 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56819.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56978.859375 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -56978.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57032.605469 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57032.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57051.285156 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57051.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57063.839844 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57063.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57071.417969 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57071.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57093.738281 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57093.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57103.671875 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57103.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57103.671875 Penalty: 3151.767578
	Iteration 8F: 3 clusters Score -57103.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 88163 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12283 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 58971 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 53631 members 
Mstep: Class 9 contains 221724 members 
Mstep: Class 10 contains 18806 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 329022 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 54604 members 
Mstep: Class 15 contains 82851 members 
Mstep: Class 16 contains 88164 members 
Mstep: Class 17 contains 187359 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 69836 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30796 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 52053 members 
Mstep: Class 24 contains 76576 members 
Mstep: Class 25 contains 3930 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96340 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010256.000000 Penalty: 124057.148438
Iteration 319Q: 36 clusters Score -1.840103e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 89468 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12288 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 58933 members 
Mstep: Class 7 contains 8402 members 
Mstep: Class 8 contains 53579 members 
Mstep: Class 9 contains 221588 members 
Mstep: Class 10 contains 18807 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 328631 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54594 members 
Mstep: Class 15 contains 82853 members 
Mstep: Class 16 contains 87934 members 
Mstep: Class 17 contains 187106 members 
Mstep: Class 18 contains 4290 members 
Mstep: Class 19 contains 69918 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30756 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51991 members 
Mstep: Class 24 contains 76482 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96283 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010176.000000 Penalty: 124057.148438
Iteration 320F: 36 clusters Score -1.840102e+08 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 90758 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 58889 members 
Mstep: Class 7 contains 8400 members 
Mstep: Class 8 contains 53502 members 
Mstep: Class 9 contains 221489 members 
Mstep: Class 10 contains 18795 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 328295 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54584 members 
Mstep: Class 15 contains 82855 members 
Mstep: Class 16 contains 87728 members 
Mstep: Class 17 contains 186861 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 69982 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30705 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51916 members 
Mstep: Class 24 contains 76382 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96218 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009840.000000 Penalty: 124057.148438
Iteration 321Q: 36 clusters Score -1.840098e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 92083 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58848 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 53427 members 
Mstep: Class 9 contains 221367 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 327899 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54571 members 
Mstep: Class 15 contains 82853 members 
Mstep: Class 16 contains 87523 members 
Mstep: Class 17 contains 186666 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 70016 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30652 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51847 members 
Mstep: Class 24 contains 76264 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96174 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010528.000000 Penalty: 124057.148438
Iteration 322Q: 36 clusters Score -1.840105e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 93363 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12299 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58806 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 53346 members 
Mstep: Class 9 contains 221277 members 
Mstep: Class 10 contains 18787 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 327498 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54538 members 
Mstep: Class 15 contains 82856 members 
Mstep: Class 16 contains 87328 members 
Mstep: Class 17 contains 186452 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 70072 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30594 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51771 members 
Mstep: Class 24 contains 76164 members 
Mstep: Class 25 contains 3929 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96145 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011296.000000 Penalty: 124057.148438
Iteration 323Q: 36 clusters Score -1.840113e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 94677 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58750 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 53279 members 
Mstep: Class 9 contains 221161 members 
Mstep: Class 10 contains 18778 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 327085 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54509 members 
Mstep: Class 15 contains 82855 members 
Mstep: Class 16 contains 87130 members 
Mstep: Class 17 contains 186245 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 70129 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30531 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51710 members 
Mstep: Class 24 contains 76046 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96131 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010928.000000 Penalty: 124057.148438
Iteration 324Q: 36 clusters Score -1.840109e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 96000 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 12321 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 58713 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 53216 members 
Mstep: Class 9 contains 221071 members 
Mstep: Class 10 contains 18780 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 326586 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54474 members 
Mstep: Class 15 contains 82857 members 
Mstep: Class 16 contains 86947 members 
Mstep: Class 17 contains 186070 members 
Mstep: Class 18 contains 4296 members 
Mstep: Class 19 contains 70159 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30453 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51662 members 
Mstep: Class 24 contains 75929 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96114 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011152.000000 Penalty: 124057.148438
Iteration 325Q: 36 clusters Score -1.840112e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 97336 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 12325 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 58671 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 53138 members 
Mstep: Class 9 contains 220974 members 
Mstep: Class 10 contains 18785 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 326139 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54432 members 
Mstep: Class 15 contains 82858 members 
Mstep: Class 16 contains 86782 members 
Mstep: Class 17 contains 185870 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 70185 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30382 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51623 members 
Mstep: Class 24 contains 75804 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96084 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011760.000000 Penalty: 124057.148438
Iteration 326Q: 36 clusters Score -1.840118e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 98682 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12338 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 58609 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 53061 members 
Mstep: Class 9 contains 220893 members 
Mstep: Class 10 contains 18774 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 325728 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54390 members 
Mstep: Class 15 contains 82857 members 
Mstep: Class 16 contains 86592 members 
Mstep: Class 17 contains 185680 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 70191 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30317 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51579 members 
Mstep: Class 24 contains 75685 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96030 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011840.000000 Penalty: 124057.148438
Iteration 327Q: 36 clusters Score -1.840118e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 99984 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12335 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 58552 members 
Mstep: Class 7 contains 8387 members 
Mstep: Class 8 contains 52988 members 
Mstep: Class 9 contains 220821 members 
Mstep: Class 10 contains 18777 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 325400 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54344 members 
Mstep: Class 15 contains 82861 members 
Mstep: Class 16 contains 86387 members 
Mstep: Class 17 contains 185482 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 70201 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30256 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51522 members 
Mstep: Class 24 contains 75567 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95960 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012272.000000 Penalty: 124057.148438
Iteration 328Q: 36 clusters Score -1.840123e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 101279 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 58485 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 52911 members 
Mstep: Class 9 contains 220757 members 
Mstep: Class 10 contains 18778 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 325045 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54289 members 
Mstep: Class 15 contains 82857 members 
Mstep: Class 16 contains 86209 members 
Mstep: Class 17 contains 185278 members 
Mstep: Class 18 contains 4294 members 
Mstep: Class 19 contains 70233 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30191 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51472 members 
Mstep: Class 24 contains 75441 members 
Mstep: Class 25 contains 3927 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95903 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012032.000000 Penalty: 124057.148438
Iteration 329Q: 36 clusters Score -1.84012e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 102582 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12324 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 58430 members 
Mstep: Class 7 contains 8391 members 
Mstep: Class 8 contains 52818 members 
Mstep: Class 9 contains 220701 members 
Mstep: Class 10 contains 18770 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 324677 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54231 members 
Mstep: Class 15 contains 82857 members 
Mstep: Class 16 contains 86023 members 
Mstep: Class 17 contains 185067 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 70275 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30135 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51419 members 
Mstep: Class 24 contains 75315 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95842 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012288.000000 Penalty: 124057.148438
Iteration 330Q: 36 clusters Score -1.840123e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 103873 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12340 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 58352 members 
Mstep: Class 7 contains 8391 members 
Mstep: Class 8 contains 52709 members 
Mstep: Class 9 contains 220658 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 324264 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54176 members 
Mstep: Class 15 contains 82858 members 
Mstep: Class 16 contains 85848 members 
Mstep: Class 17 contains 184865 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 70327 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30086 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51377 members 
Mstep: Class 24 contains 75193 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95787 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012816.000000 Penalty: 124057.148438
Iteration 331Q: 36 clusters Score -1.840128e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 105227 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12346 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58304 members 
Mstep: Class 7 contains 8387 members 
Mstep: Class 8 contains 52618 members 
Mstep: Class 9 contains 220585 members 
Mstep: Class 10 contains 18751 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 323809 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54119 members 
Mstep: Class 15 contains 82866 members 
Mstep: Class 16 contains 85653 members 
Mstep: Class 17 contains 184667 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 70398 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30042 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51320 members 
Mstep: Class 24 contains 75063 members 
Mstep: Class 25 contains 3921 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95734 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012816.000000 Penalty: 124057.148438
Iteration 332Q: 36 clusters Score -1.840128e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 106623 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58251 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 52498 members 
Mstep: Class 9 contains 220525 members 
Mstep: Class 10 contains 18738 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 323398 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 54073 members 
Mstep: Class 15 contains 82864 members 
Mstep: Class 16 contains 85476 members 
Mstep: Class 17 contains 184402 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 70453 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29994 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51254 members 
Mstep: Class 24 contains 74949 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95677 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012880.000000 Penalty: 124057.148438
Iteration 333Q: 36 clusters Score -1.840129e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 108048 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 58173 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 52375 members 
Mstep: Class 9 contains 220506 members 
Mstep: Class 10 contains 18734 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 322943 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53998 members 
Mstep: Class 15 contains 82869 members 
Mstep: Class 16 contains 85312 members 
Mstep: Class 17 contains 184133 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 70525 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29935 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51196 members 
Mstep: Class 24 contains 74847 members 
Mstep: Class 25 contains 3919 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3268 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95605 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013232.000000 Penalty: 124057.148438
Iteration 334Q: 36 clusters Score -1.840132e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 109517 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 58130 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 52242 members 
Mstep: Class 9 contains 220448 members 
Mstep: Class 10 contains 18729 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 322444 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53908 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 85159 members 
Mstep: Class 17 contains 183836 members 
Mstep: Class 18 contains 4303 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29872 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51149 members 
Mstep: Class 24 contains 74730 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3265 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95572 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013264.000000 Penalty: 124057.148438
Iteration 335Q: 36 clusters Score -1.840133e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 110982 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12371 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 58091 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 52121 members 
Mstep: Class 9 contains 220404 members 
Mstep: Class 10 contains 18709 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 321921 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53829 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 85014 members 
Mstep: Class 17 contains 183579 members 
Mstep: Class 18 contains 4308 members 
Mstep: Class 19 contains 70651 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29804 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51102 members 
Mstep: Class 24 contains 74604 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95543 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013824.000000 Penalty: 124057.148438
Iteration 336Q: 36 clusters Score -1.840138e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 112478 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12371 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 58041 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 51984 members 
Mstep: Class 9 contains 220347 members 
Mstep: Class 10 contains 18694 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 321463 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53772 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 84876 members 
Mstep: Class 17 contains 183297 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 70706 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29753 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 51049 members 
Mstep: Class 24 contains 74441 members 
Mstep: Class 25 contains 3915 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3253 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95488 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014048.000000 Penalty: 124057.148438
Iteration 337Q: 36 clusters Score -1.84014e+08 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 113933 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12376 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 57984 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 51831 members 
Mstep: Class 9 contains 220313 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 320968 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53720 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 84735 members 
Mstep: Class 17 contains 183045 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 70774 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29694 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50999 members 
Mstep: Class 24 contains 74280 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3249 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95439 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014240.000000 Penalty: 124057.148438
Iteration 338Q: 36 clusters Score -1.840142e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 115302 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12384 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 57952 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 51669 members 
Mstep: Class 9 contains 220238 members 
Mstep: Class 10 contains 18682 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 320537 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53669 members 
Mstep: Class 15 contains 82887 members 
Mstep: Class 16 contains 84629 members 
Mstep: Class 17 contains 182789 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 70835 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29623 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50943 members 
Mstep: Class 24 contains 74134 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3246 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95410 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014512.000000 Penalty: 124057.148438
Iteration 339Q: 36 clusters Score -1.840145e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 116670 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 57907 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 51518 members 
Mstep: Class 9 contains 220198 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 320047 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53630 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 84538 members 
Mstep: Class 17 contains 182526 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 70895 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29556 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50886 members 
Mstep: Class 24 contains 74008 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95360 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014880.000000 Penalty: 124057.148438
Iteration 340F: 36 clusters Score -1.840149e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 118074 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 57851 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 51350 members 
Mstep: Class 9 contains 220161 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 319654 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53559 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 84434 members 
Mstep: Class 17 contains 182233 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 70958 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29482 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50816 members 
Mstep: Class 24 contains 73889 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3246 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95279 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015024.000000 Penalty: 124057.148438
Iteration 341Q: 36 clusters Score -1.84015e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 119519 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 57796 members 
Mstep: Class 7 contains 8347 members 
Mstep: Class 8 contains 51221 members 
Mstep: Class 9 contains 220174 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 319206 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53485 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 84350 members 
Mstep: Class 17 contains 181902 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 70999 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29390 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50742 members 
Mstep: Class 24 contains 73767 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95185 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015104.000000 Penalty: 124057.148438
Iteration 342Q: 36 clusters Score -1.840151e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 120964 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 57725 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 51109 members 
Mstep: Class 9 contains 220222 members 
Mstep: Class 10 contains 18630 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 318633 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53415 members 
Mstep: Class 15 contains 82879 members 
Mstep: Class 16 contains 84272 members 
Mstep: Class 17 contains 181612 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 71036 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29308 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50682 members 
Mstep: Class 24 contains 73647 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95111 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015504.000000 Penalty: 124057.148438
Iteration 343Q: 36 clusters Score -1.840155e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 122345 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 57673 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 50976 members 
Mstep: Class 9 contains 220280 members 
Mstep: Class 10 contains 18615 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 318055 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53335 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 84207 members 
Mstep: Class 17 contains 181366 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 71087 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29222 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50621 members 
Mstep: Class 24 contains 73539 members 
Mstep: Class 25 contains 3915 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3244 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95040 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015856.000000 Penalty: 124057.148438
Iteration 344Q: 36 clusters Score -1.840159e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 123717 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 12485 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 8326 members 
Mstep: Class 8 contains 50854 members 
Mstep: Class 9 contains 220324 members 
Mstep: Class 10 contains 18602 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 317464 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 53295 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 84136 members 
Mstep: Class 17 contains 181136 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 71138 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29153 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50548 members 
Mstep: Class 24 contains 73437 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3241 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94953 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015824.000000 Penalty: 124057.148438
Iteration 345Q: 36 clusters Score -1.840158e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 125051 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 57554 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 50726 members 
Mstep: Class 9 contains 220333 members 
Mstep: Class 10 contains 18594 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 316966 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 53258 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 84085 members 
Mstep: Class 17 contains 180917 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 71179 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29062 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50457 members 
Mstep: Class 24 contains 73314 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3238 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94852 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016032.000000 Penalty: 124057.148438
Iteration 346Q: 36 clusters Score -1.84016e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 126397 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12497 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 57507 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 50618 members 
Mstep: Class 9 contains 220380 members 
Mstep: Class 10 contains 18591 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 316482 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 53190 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 84015 members 
Mstep: Class 17 contains 180672 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 71218 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28998 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50357 members 
Mstep: Class 24 contains 73174 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3237 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94752 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016256.000000 Penalty: 124057.148438
Iteration 347Q: 36 clusters Score -1.840163e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 127665 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12511 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 57474 members 
Mstep: Class 7 contains 8312 members 
Mstep: Class 8 contains 50523 members 
Mstep: Class 9 contains 220405 members 
Mstep: Class 10 contains 18586 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 316071 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 53122 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 83954 members 
Mstep: Class 17 contains 180423 members 
Mstep: Class 18 contains 4325 members 
Mstep: Class 19 contains 71280 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28906 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50267 members 
Mstep: Class 24 contains 73020 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3233 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94647 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016176.000000 Penalty: 124057.148438
Iteration 348Q: 36 clusters Score -1.840162e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 128875 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 57444 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 50424 members 
Mstep: Class 9 contains 220459 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 315663 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 53064 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 83903 members 
Mstep: Class 17 contains 180186 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 71338 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28823 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50181 members 
Mstep: Class 24 contains 72880 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94546 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015920.000000 Penalty: 124057.148438
Iteration 349Q: 36 clusters Score -1.840159e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 130096 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 57406 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 50319 members 
Mstep: Class 9 contains 220507 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 315242 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 53019 members 
Mstep: Class 15 contains 82905 members 
Mstep: Class 16 contains 83859 members 
Mstep: Class 17 contains 179965 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 71394 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28737 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 72729 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94435 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016432.000000 Penalty: 124057.148438
Iteration 350Q: 36 clusters Score -1.840164e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 131293 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 57368 members 
Mstep: Class 7 contains 8305 members 
Mstep: Class 8 contains 50223 members 
Mstep: Class 9 contains 220552 members 
Mstep: Class 10 contains 18540 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 314790 members 
Mstep: Class 13 contains 2496 members 
Mstep: Class 14 contains 52975 members 
Mstep: Class 15 contains 82906 members 
Mstep: Class 16 contains 83822 members 
Mstep: Class 17 contains 179761 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 71456 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28674 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49980 members 
Mstep: Class 24 contains 72572 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94343 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016240.000000 Penalty: 124057.148438
Iteration 351Q: 36 clusters Score -1.840162e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 132554 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 57312 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 50128 members 
Mstep: Class 9 contains 220570 members 
Mstep: Class 10 contains 18532 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 314257 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52936 members 
Mstep: Class 15 contains 82910 members 
Mstep: Class 16 contains 83797 members 
Mstep: Class 17 contains 179530 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 71529 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28611 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49889 members 
Mstep: Class 24 contains 72452 members 
Mstep: Class 25 contains 3907 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3229 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94256 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016560.000000 Penalty: 124057.148438
Iteration 352Q: 36 clusters Score -1.840166e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 133757 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 57257 members 
Mstep: Class 7 contains 8296 members 
Mstep: Class 8 contains 50041 members 
Mstep: Class 9 contains 220600 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 313709 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52890 members 
Mstep: Class 15 contains 82909 members 
Mstep: Class 16 contains 83780 members 
Mstep: Class 17 contains 179306 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 71609 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28556 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49813 members 
Mstep: Class 24 contains 72345 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94173 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016528.000000 Penalty: 124057.148438
Iteration 353Q: 36 clusters Score -1.840165e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 134977 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 57192 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 49947 members 
Mstep: Class 9 contains 220629 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 313178 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52842 members 
Mstep: Class 15 contains 82912 members 
Mstep: Class 16 contains 83740 members 
Mstep: Class 17 contains 179098 members 
Mstep: Class 18 contains 4320 members 
Mstep: Class 19 contains 71677 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28509 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49741 members 
Mstep: Class 24 contains 72236 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3221 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94090 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 354Q: 36 clusters Score -1.840167e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 136117 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 57130 members 
Mstep: Class 7 contains 8291 members 
Mstep: Class 8 contains 49838 members 
Mstep: Class 9 contains 220683 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 312667 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52787 members 
Mstep: Class 15 contains 82912 members 
Mstep: Class 16 contains 83705 members 
Mstep: Class 17 contains 178942 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 71745 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28460 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49669 members 
Mstep: Class 24 contains 72122 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3220 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93994 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016736.000000 Penalty: 124057.148438
Iteration 355Q: 36 clusters Score -1.840167e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 137279 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 57091 members 
Mstep: Class 7 contains 8291 members 
Mstep: Class 8 contains 49731 members 
Mstep: Class 9 contains 220689 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 312131 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52715 members 
Mstep: Class 15 contains 82912 members 
Mstep: Class 16 contains 83674 members 
Mstep: Class 17 contains 178785 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 71812 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28406 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49626 members 
Mstep: Class 24 contains 72012 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3213 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93914 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017312.000000 Penalty: 124057.148438
Iteration 356Q: 36 clusters Score -1.840173e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 138473 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 8132 members 
Mstep: Class 6 contains 57045 members 
Mstep: Class 7 contains 8293 members 
Mstep: Class 8 contains 49617 members 
Mstep: Class 9 contains 220700 members 
Mstep: Class 10 contains 18515 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 311612 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52647 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 83616 members 
Mstep: Class 17 contains 178628 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 71871 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28362 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49570 members 
Mstep: Class 24 contains 71874 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93853 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017728.000000 Penalty: 124057.148438
Iteration 357Q: 36 clusters Score -1.840177e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 139716 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 57009 members 
Mstep: Class 7 contains 8294 members 
Mstep: Class 8 contains 49535 members 
Mstep: Class 9 contains 220654 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 311066 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52583 members 
Mstep: Class 15 contains 82916 members 
Mstep: Class 16 contains 83566 members 
Mstep: Class 17 contains 178455 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 71919 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28322 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49495 members 
Mstep: Class 24 contains 71779 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93767 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017760.000000 Penalty: 124057.148438
Iteration 358Q: 36 clusters Score -1.840178e+08 nChanged 3029
Entering ConstructFrom: 
Score: -184017760.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (47628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Entering Unmasked Estep 
Score: -5624197.500000 Penalty: 2671.251709
	Iteration 0F: 2 clusters Score -5624198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5591944.000000 Penalty: 5342.503418
	Iteration 0F: 3 clusters Score -5591944 nChanged 21908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5604174.000000 Penalty: 5342.503418
	Iteration 1F: 3 clusters Score -5604174 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5604748.000000 Penalty: 5342.503418
	Iteration 2Q: 3 clusters Score -5604748 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5605237.000000 Penalty: 5342.503418
	Iteration 3Q: 3 clusters Score -5605237 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5605776.500000 Penalty: 5342.503418
	Iteration 4Q: 3 clusters Score -5605776 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5606484.500000 Penalty: 5342.503418
	Iteration 5Q: 3 clusters Score -5606484 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5607486.500000 Penalty: 5342.503418
	Iteration 6Q: 3 clusters Score -5607486 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5608837.500000 Penalty: 5342.503418
	Iteration 7Q: 3 clusters Score -5608838 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -5610500.500000 Penalty: 5342.503418
	Iteration 8Q: 3 clusters Score -5610500 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5612519.500000 Penalty: 5342.503418
	Iteration 9F: 3 clusters Score -5612520 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -5614444.500000 Penalty: 5342.503418
	Iteration 10F: 3 clusters Score -5614444 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -5615940.500000 Penalty: 5342.503418
	Iteration 11Q: 3 clusters Score -5615940 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -5617053.500000 Penalty: 5342.503418
	Iteration 12Q: 3 clusters Score -5617054 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -5617822.000000 Penalty: 5342.503418
	Iteration 13Q: 3 clusters Score -5617822 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -5618414.000000 Penalty: 5342.503418
	Iteration 14Q: 3 clusters Score -5618414 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5619026.500000 Penalty: 5342.503418
	Iteration 15Q: 3 clusters Score -5619026 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5619549.500000 Penalty: 5342.503418
	Iteration 16Q: 3 clusters Score -5619550 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5619971.500000 Penalty: 5342.503418
	Iteration 17Q: 3 clusters Score -5619972 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5620382.000000 Penalty: 5342.503418
	Iteration 18Q: 3 clusters Score -5620382 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5620716.000000 Penalty: 5342.503418
	Iteration 19Q: 3 clusters Score -5620716 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5620968.000000 Penalty: 5342.503418
	Iteration 20F: 3 clusters Score -5620968 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5621202.500000 Penalty: 5342.503418
	Iteration 21Q: 3 clusters Score -5621202 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5621349.500000 Penalty: 5342.503418
	Iteration 22Q: 3 clusters Score -5621350 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5621474.500000 Penalty: 5342.503418
	Iteration 23Q: 3 clusters Score -5621474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5621563.500000 Penalty: 5342.503418
	Iteration 24Q: 3 clusters Score -5621564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5621646.000000 Penalty: 5342.503418
	Iteration 25Q: 3 clusters Score -5621646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5621688.500000 Penalty: 5342.503418
	Iteration 26Q: 3 clusters Score -5621688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5621715.000000 Penalty: 5342.503418
	Iteration 27Q: 3 clusters Score -5621715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5621732.000000 Penalty: 5342.503418
	Iteration 28Q: 3 clusters Score -5621732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5621758.500000 Penalty: 5342.503418
	Iteration 29Q: 3 clusters Score -5621758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5621776.500000 Penalty: 5342.503418
	Iteration 30Q: 3 clusters Score -5621776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5621803.000000 Penalty: 5342.503418
	Iteration 31Q: 3 clusters Score -5621803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5621800.500000 Penalty: 5342.503418
	Iteration 32Q: 3 clusters Score -5621800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5621803.000000 Penalty: 5342.503418
	Iteration 33Q: 3 clusters Score -5621803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5621803.500000 Penalty: 5342.503418
	Iteration 34Q: 3 clusters Score -5621804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5621807.500000 Penalty: 5342.503418
	Iteration 35Q: 3 clusters Score -5621808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5621814.000000 Penalty: 5342.503418
	Iteration 36Q: 3 clusters Score -5621814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5621818.500000 Penalty: 5342.503418
	Iteration 37Q: 3 clusters Score -5621818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5621819.000000 Penalty: 5342.503418
	Iteration 38Q: 3 clusters Score -5621819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5621827.000000 Penalty: 5342.503418
	Iteration 39Q: 3 clusters Score -5621827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5621830.000000 Penalty: 5342.503418
	Iteration 40F: 3 clusters Score -5621830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5621839.500000 Penalty: 5342.503418
	Iteration 41Q: 3 clusters Score -5621840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5621842.500000 Penalty: 5342.503418
	Iteration 42Q: 3 clusters Score -5621842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5621842.500000 Penalty: 5342.503418
	Iteration 43Q: 3 clusters Score -5621842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5621855.500000 Penalty: 5342.503418
	Iteration 44Q: 3 clusters Score -5621856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5621856.500000 Penalty: 5342.503418
	Iteration 45Q: 3 clusters Score -5621856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5621862.000000 Penalty: 5342.503418
	Iteration 46Q: 3 clusters Score -5621862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5621868.000000 Penalty: 5342.503418
	Iteration 47Q: 3 clusters Score -5621868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5621870.500000 Penalty: 5342.503418
	Iteration 48Q: 3 clusters Score -5621870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5621874.500000 Penalty: 5342.503418
	Iteration 49Q: 3 clusters Score -5621874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5621875.500000 Penalty: 5342.503418
	Iteration 50Q: 3 clusters Score -5621876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5621875.500000 Penalty: 5342.503418
	Iteration 51Q: 3 clusters Score -5621876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5621876.000000 Penalty: 5342.503418
	Iteration 52Q: 3 clusters Score -5621876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5621876.000000 Penalty: 5342.503418
	Iteration 53F: 3 clusters Score -5621876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141011 members 
Entering Unmasked Estep 
Score: -16524495.000000 Penalty: 2940.435059
	Iteration 0F: 2 clusters Score -1.65245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -16429929.000000 Penalty: 5880.870117
	Iteration 0F: 3 clusters Score -1.642993e+07 nChanged 67327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -16468984.000000 Penalty: 5880.870117
	Iteration 1F: 3 clusters Score -1.646898e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -16470378.000000 Penalty: 5880.870117
	Iteration 2Q: 3 clusters Score -1.647038e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -16472287.000000 Penalty: 5880.870117
	Iteration 3Q: 3 clusters Score -1.647229e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -16475454.000000 Penalty: 5880.870117
	Iteration 4Q: 3 clusters Score -1.647545e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -16479896.000000 Penalty: 5880.870117
	Iteration 5F: 3 clusters Score -1.64799e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -16486345.000000 Penalty: 5880.870117
	Iteration 6F: 3 clusters Score -1.648634e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -16494846.000000 Penalty: 5880.870117
	Iteration 7F: 3 clusters Score -1.649485e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100219 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -16504295.000000 Penalty: 5880.870117
	Iteration 8F: 3 clusters Score -1.65043e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -16511286.000000 Penalty: 5880.870117
	Iteration 9F: 3 clusters Score -1.651129e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107235 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -16514389.000000 Penalty: 5880.870117
	Iteration 10Q: 3 clusters Score -1.651439e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -16515548.000000 Penalty: 5880.870117
	Iteration 11Q: 3 clusters Score -1.651555e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -16516268.000000 Penalty: 5880.870117
	Iteration 12Q: 3 clusters Score -1.651627e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -16516827.000000 Penalty: 5880.870117
	Iteration 13Q: 3 clusters Score -1.651683e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114690 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -16517338.000000 Penalty: 5880.870117
	Iteration 14Q: 3 clusters Score -1.651734e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -16517815.000000 Penalty: 5880.870117
	Iteration 15Q: 3 clusters Score -1.651782e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -16518262.000000 Penalty: 5880.870117
	Iteration 16Q: 3 clusters Score -1.651826e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -16518635.000000 Penalty: 5880.870117
	Iteration 17Q: 3 clusters Score -1.651864e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120522 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -16519044.000000 Penalty: 5880.870117
	Iteration 18Q: 3 clusters Score -1.651904e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121728 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -16519406.000000 Penalty: 5880.870117
	Iteration 19Q: 3 clusters Score -1.651941e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -16519644.000000 Penalty: 5880.870117
	Iteration 20F: 3 clusters Score -1.651964e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123941 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -16519954.000000 Penalty: 5880.870117
	Iteration 21Q: 3 clusters Score -1.651995e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -16520275.000000 Penalty: 5880.870117
	Iteration 22Q: 3 clusters Score -1.652028e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125881 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -16520517.000000 Penalty: 5880.870117
	Iteration 23Q: 3 clusters Score -1.652052e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126787 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -16520752.000000 Penalty: 5880.870117
	Iteration 24Q: 3 clusters Score -1.652075e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127581 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -16520922.000000 Penalty: 5880.870117
	Iteration 25Q: 3 clusters Score -1.652092e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -16521156.000000 Penalty: 5880.870117
	Iteration 26Q: 3 clusters Score -1.652116e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -16521375.000000 Penalty: 5880.870117
	Iteration 27Q: 3 clusters Score -1.652138e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -16521498.000000 Penalty: 5880.870117
	Iteration 28Q: 3 clusters Score -1.65215e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -16521641.000000 Penalty: 5880.870117
	Iteration 29Q: 3 clusters Score -1.652164e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130665 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -16521695.000000 Penalty: 5880.870117
	Iteration 30Q: 3 clusters Score -1.65217e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -16521760.000000 Penalty: 5880.870117
	Iteration 31Q: 3 clusters Score -1.652176e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131568 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -16521865.000000 Penalty: 5880.870117
	Iteration 32Q: 3 clusters Score -1.652186e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -16521952.000000 Penalty: 5880.870117
	Iteration 33Q: 3 clusters Score -1.652195e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132314 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -16522042.000000 Penalty: 5880.870117
	Iteration 34Q: 3 clusters Score -1.652204e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -16522105.000000 Penalty: 5880.870117
	Iteration 35Q: 3 clusters Score -1.65221e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132979 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -16522185.000000 Penalty: 5880.870117
	Iteration 36Q: 3 clusters Score -1.652218e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133316 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -16522221.000000 Penalty: 5880.870117
	Iteration 37Q: 3 clusters Score -1.652222e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -16522283.000000 Penalty: 5880.870117
	Iteration 38Q: 3 clusters Score -1.652228e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -16522334.000000 Penalty: 5880.870117
	Iteration 39Q: 3 clusters Score -1.652233e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134042 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -16522351.000000 Penalty: 5880.870117
	Iteration 40F: 3 clusters Score -1.652235e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -16522385.000000 Penalty: 5880.870117
	Iteration 41Q: 3 clusters Score -1.652238e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -16522394.000000 Penalty: 5880.870117
	Iteration 42Q: 3 clusters Score -1.652239e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134594 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -16522414.000000 Penalty: 5880.870117
	Iteration 43Q: 3 clusters Score -1.652241e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -16522465.000000 Penalty: 5880.870117
	Iteration 44Q: 3 clusters Score -1.652246e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -16522494.000000 Penalty: 5880.870117
	Iteration 45Q: 3 clusters Score -1.652249e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135026 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -16522463.000000 Penalty: 5880.870117
	Iteration 46Q: 3 clusters Score -1.652246e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -16522469.000000 Penalty: 5880.870117
	Iteration 47Q: 3 clusters Score -1.652247e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135240 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -16522473.000000 Penalty: 5880.870117
	Iteration 48Q: 3 clusters Score -1.652247e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -16522528.000000 Penalty: 5880.870117
	Iteration 49Q: 3 clusters Score -1.652253e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135437 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -16522554.000000 Penalty: 5880.870117
	Iteration 50Q: 3 clusters Score -1.652255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135520 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -16522558.000000 Penalty: 5880.870117
	Iteration 51Q: 3 clusters Score -1.652256e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -16522577.000000 Penalty: 5880.870117
	Iteration 52Q: 3 clusters Score -1.652258e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -16522565.000000 Penalty: 5880.870117
	Iteration 53Q: 3 clusters Score -1.652256e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -16522551.000000 Penalty: 5880.870117
	Iteration 54Q: 3 clusters Score -1.652255e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135796 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -16522570.000000 Penalty: 5880.870117
	Iteration 55Q: 3 clusters Score -1.652257e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -16522581.000000 Penalty: 5880.870117
	Iteration 56Q: 3 clusters Score -1.652258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -16522600.000000 Penalty: 5880.870117
	Iteration 57Q: 3 clusters Score -1.65226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135944 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -16522616.000000 Penalty: 5880.870117
	Iteration 58Q: 3 clusters Score -1.652262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135989 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -16522598.000000 Penalty: 5880.870117
	Iteration 59Q: 3 clusters Score -1.65226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136041 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -16522601.000000 Penalty: 5880.870117
	Iteration 60F: 3 clusters Score -1.65226e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -16522601.000000 Penalty: 5880.870117
	Iteration 61Q: 3 clusters Score -1.65226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -16522618.000000 Penalty: 5880.870117
	Iteration 62Q: 3 clusters Score -1.652262e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136216 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -16522624.000000 Penalty: 5880.870117
	Iteration 63Q: 3 clusters Score -1.652262e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -16522609.000000 Penalty: 5880.870117
	Iteration 64Q: 3 clusters Score -1.652261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -16522631.000000 Penalty: 5880.870117
	Iteration 65Q: 3 clusters Score -1.652263e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136361 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -16522648.000000 Penalty: 5880.870117
	Iteration 66Q: 3 clusters Score -1.652265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -16522651.000000 Penalty: 5880.870117
	Iteration 67Q: 3 clusters Score -1.652265e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136439 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -16522668.000000 Penalty: 5880.870117
	Iteration 68Q: 3 clusters Score -1.652267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -16522647.000000 Penalty: 5880.870117
	Iteration 69Q: 3 clusters Score -1.652265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136503 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -16522666.000000 Penalty: 5880.870117
	Iteration 70Q: 3 clusters Score -1.652267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136543 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -16522675.000000 Penalty: 5880.870117
	Iteration 71Q: 3 clusters Score -1.652268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -16522664.000000 Penalty: 5880.870117
	Iteration 72Q: 3 clusters Score -1.652266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136613 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -16522679.000000 Penalty: 5880.870117
	Iteration 73Q: 3 clusters Score -1.652268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136639 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -16522665.000000 Penalty: 5880.870117
	Iteration 74Q: 3 clusters Score -1.652266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136668 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -16522676.000000 Penalty: 5880.870117
	Iteration 75Q: 3 clusters Score -1.652268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136687 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -16522657.000000 Penalty: 5880.870117
	Iteration 76Q: 3 clusters Score -1.652266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -16522666.000000 Penalty: 5880.870117
	Iteration 77Q: 3 clusters Score -1.652267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -16522660.000000 Penalty: 5880.870117
	Iteration 78Q: 3 clusters Score -1.652266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136722 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -16522641.000000 Penalty: 5880.870117
	Iteration 79Q: 3 clusters Score -1.652264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136734 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -16522645.000000 Penalty: 5880.870117
	Iteration 80F: 3 clusters Score -1.652264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -16522654.000000 Penalty: 5880.870117
	Iteration 81Q: 3 clusters Score -1.652265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136749 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -16522668.000000 Penalty: 5880.870117
	Iteration 82Q: 3 clusters Score -1.652267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -16522665.000000 Penalty: 5880.870117
	Iteration 83Q: 3 clusters Score -1.652266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136782 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -16522671.000000 Penalty: 5880.870117
	Iteration 84Q: 3 clusters Score -1.652267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136798 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -16522658.000000 Penalty: 5880.870117
	Iteration 85Q: 3 clusters Score -1.652266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136817 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -16522650.000000 Penalty: 5880.870117
	Iteration 86Q: 3 clusters Score -1.652265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136823 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -16522662.000000 Penalty: 5880.870117
	Iteration 87Q: 3 clusters Score -1.652266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136831 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -16522675.000000 Penalty: 5880.870117
	Iteration 88Q: 3 clusters Score -1.652268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136837 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -16522666.000000 Penalty: 5880.870117
	Iteration 89Q: 3 clusters Score -1.652267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136842 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -16522675.000000 Penalty: 5880.870117
	Iteration 90Q: 3 clusters Score -1.652268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -16522674.000000 Penalty: 5880.870117
	Iteration 91Q: 3 clusters Score -1.652267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136846 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -16522668.000000 Penalty: 5880.870117
	Iteration 92Q: 3 clusters Score -1.652267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136850 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -16522672.000000 Penalty: 5880.870117
	Iteration 93Q: 3 clusters Score -1.652267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136855 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -16522680.000000 Penalty: 5880.870117
	Iteration 94Q: 3 clusters Score -1.652268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136863 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -16522693.000000 Penalty: 5880.870117
	Iteration 95Q: 3 clusters Score -1.652269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -16522686.000000 Penalty: 5880.870117
	Iteration 96Q: 3 clusters Score -1.652269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136874 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -16522683.000000 Penalty: 5880.870117
	Iteration 97Q: 3 clusters Score -1.652268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136877 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -16522689.000000 Penalty: 5880.870117
	Iteration 98Q: 3 clusters Score -1.652269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -16522683.000000 Penalty: 5880.870117
	Iteration 99Q: 3 clusters Score -1.652268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -16522681.000000 Penalty: 5880.870117
	Iteration 100F: 3 clusters Score -1.652268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136892 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -16522685.000000 Penalty: 5880.870117
	Iteration 101Q: 3 clusters Score -1.652268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136899 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -16522677.000000 Penalty: 5880.870117
	Iteration 102Q: 3 clusters Score -1.652268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -16522671.000000 Penalty: 5880.870117
	Iteration 103Q: 3 clusters Score -1.652267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -16522679.000000 Penalty: 5880.870117
	Iteration 104Q: 3 clusters Score -1.652268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136913 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -16522691.000000 Penalty: 5880.870117
	Iteration 105Q: 3 clusters Score -1.652269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136924 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -16522673.000000 Penalty: 5880.870117
	Iteration 106Q: 3 clusters Score -1.652267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -16522680.000000 Penalty: 5880.870117
	Iteration 107Q: 3 clusters Score -1.652268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -16522680.000000 Penalty: 5880.870117
	Iteration 108F: 3 clusters Score -1.652268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -208665.421875 Penalty: 1871.911133
	Iteration 0F: 2 clusters Score -208665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206167.718750 Penalty: 3743.822266
	Iteration 0F: 3 clusters Score -206167.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -206910.796875 Penalty: 3743.822266
	Iteration 1F: 3 clusters Score -206910.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -207500.671875 Penalty: 3743.822266
	Iteration 2F: 3 clusters Score -207500.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -207919.921875 Penalty: 3743.822266
	Iteration 3F: 3 clusters Score -207919.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -208082.078125 Penalty: 3743.822266
	Iteration 4F: 3 clusters Score -208082.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208171.281250 Penalty: 3743.822266
	Iteration 5Q: 3 clusters Score -208171.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -208227.390625 Penalty: 3743.822266
	Iteration 6Q: 3 clusters Score -208227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -208260.578125 Penalty: 3743.822266
	Iteration 7Q: 3 clusters Score -208260.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -208282.625000 Penalty: 3743.822266
	Iteration 8Q: 3 clusters Score -208282.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -208302.250000 Penalty: 3743.822266
	Iteration 9Q: 3 clusters Score -208302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -208314.234375 Penalty: 3743.822266
	Iteration 10Q: 3 clusters Score -208314.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -208326.812500 Penalty: 3743.822266
	Iteration 11Q: 3 clusters Score -208326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -208329.515625 Penalty: 3743.822266
	Iteration 12Q: 3 clusters Score -208329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -208331.484375 Penalty: 3743.822266
	Iteration 13Q: 3 clusters Score -208331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208331.984375 Penalty: 3743.822266
	Iteration 14Q: 3 clusters Score -208332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -208332.515625 Penalty: 3743.822266
	Iteration 15Q: 3 clusters Score -208332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -208333.546875 Penalty: 3743.822266
	Iteration 16Q: 3 clusters Score -208333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -208334.875000 Penalty: 3743.822266
	Iteration 17Q: 3 clusters Score -208334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -208334.875000 Penalty: 3743.822266
	Iteration 18F: 3 clusters Score -208334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Entering Unmasked Estep 
Score: -1370768.000000 Penalty: 2339.999512
	Iteration 0F: 2 clusters Score -1370768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1361504.000000 Penalty: 4679.999023
	Iteration 0F: 3 clusters Score -1361504 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1364327.125000 Penalty: 4679.999023
	Iteration 1F: 3 clusters Score -1364327 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1364745.375000 Penalty: 4679.999023
	Iteration 2F: 3 clusters Score -1364745 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1365069.125000 Penalty: 4679.999023
	Iteration 3F: 3 clusters Score -1365069 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1365324.375000 Penalty: 4679.999023
	Iteration 4Q: 3 clusters Score -1365324 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1365527.375000 Penalty: 4679.999023
	Iteration 5Q: 3 clusters Score -1365527 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1365705.250000 Penalty: 4679.999023
	Iteration 6Q: 3 clusters Score -1365705 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1365861.000000 Penalty: 4679.999023
	Iteration 7Q: 3 clusters Score -1365861 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1366024.625000 Penalty: 4679.999023
	Iteration 8Q: 3 clusters Score -1366025 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1366178.000000 Penalty: 4679.999023
	Iteration 9Q: 3 clusters Score -1366178 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1366334.500000 Penalty: 4679.999023
	Iteration 10Q: 3 clusters Score -1366334 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1366497.875000 Penalty: 4679.999023
	Iteration 11Q: 3 clusters Score -1366498 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1366671.000000 Penalty: 4679.999023
	Iteration 12Q: 3 clusters Score -1366671 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1366846.250000 Penalty: 4679.999023
	Iteration 13Q: 3 clusters Score -1366846 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1367024.875000 Penalty: 4679.999023
	Iteration 14Q: 3 clusters Score -1367025 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1367246.250000 Penalty: 4679.999023
	Iteration 15Q: 3 clusters Score -1367246 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1367477.625000 Penalty: 4679.999023
	Iteration 16Q: 3 clusters Score -1367478 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1367718.125000 Penalty: 4679.999023
	Iteration 17Q: 3 clusters Score -1367718 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1367959.500000 Penalty: 4679.999023
	Iteration 18Q: 3 clusters Score -1367960 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1368173.625000 Penalty: 4679.999023
	Iteration 19Q: 3 clusters Score -1368174 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1368390.500000 Penalty: 4679.999023
	Iteration 20F: 3 clusters Score -1368390 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1368560.250000 Penalty: 4679.999023
	Iteration 21Q: 3 clusters Score -1368560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1368697.625000 Penalty: 4679.999023
	Iteration 22Q: 3 clusters Score -1368698 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1368801.000000 Penalty: 4679.999023
	Iteration 23Q: 3 clusters Score -1368801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1368894.125000 Penalty: 4679.999023
	Iteration 24Q: 3 clusters Score -1368894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1368967.625000 Penalty: 4679.999023
	Iteration 25Q: 3 clusters Score -1368968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1369026.375000 Penalty: 4679.999023
	Iteration 26Q: 3 clusters Score -1369026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1369063.875000 Penalty: 4679.999023
	Iteration 27Q: 3 clusters Score -1369064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1369086.000000 Penalty: 4679.999023
	Iteration 28Q: 3 clusters Score -1369086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1369098.375000 Penalty: 4679.999023
	Iteration 29Q: 3 clusters Score -1369098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1369109.625000 Penalty: 4679.999023
	Iteration 30Q: 3 clusters Score -1369110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1369120.750000 Penalty: 4679.999023
	Iteration 31Q: 3 clusters Score -1369121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1369139.375000 Penalty: 4679.999023
	Iteration 32Q: 3 clusters Score -1369139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1369154.250000 Penalty: 4679.999023
	Iteration 33Q: 3 clusters Score -1369154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1369157.750000 Penalty: 4679.999023
	Iteration 34Q: 3 clusters Score -1369158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1369160.000000 Penalty: 4679.999023
	Iteration 35Q: 3 clusters Score -1369160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1369158.000000 Penalty: 4679.999023
	Iteration 36Q: 3 clusters Score -1369158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1369158.000000 Penalty: 4679.999023
	Iteration 37F: 3 clusters Score -1369158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -918997.750000 Penalty: 2232.974854
	Iteration 0F: 2 clusters Score -918997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -912426.937500 Penalty: 4465.949707
	Iteration 0F: 3 clusters Score -912426.9 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -914318.062500 Penalty: 4465.949707
	Iteration 1F: 3 clusters Score -914318.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -914581.500000 Penalty: 4465.949707
	Iteration 2F: 3 clusters Score -914581.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -914772.250000 Penalty: 4465.949707
	Iteration 3F: 3 clusters Score -914772.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -914921.625000 Penalty: 4465.949707
	Iteration 4Q: 3 clusters Score -914921.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -915027.437500 Penalty: 4465.949707
	Iteration 5Q: 3 clusters Score -915027.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -915114.187500 Penalty: 4465.949707
	Iteration 6Q: 3 clusters Score -915114.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -915198.375000 Penalty: 4465.949707
	Iteration 7Q: 3 clusters Score -915198.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -915286.875000 Penalty: 4465.949707
	Iteration 8Q: 3 clusters Score -915286.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -915402.750000 Penalty: 4465.949707
	Iteration 9Q: 3 clusters Score -915402.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -915517.062500 Penalty: 4465.949707
	Iteration 10Q: 3 clusters Score -915517.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -915666.187500 Penalty: 4465.949707
	Iteration 11Q: 3 clusters Score -915666.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -915845.562500 Penalty: 4465.949707
	Iteration 12Q: 3 clusters Score -915845.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -916007.625000 Penalty: 4465.949707
	Iteration 13Q: 3 clusters Score -916007.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -916171.750000 Penalty: 4465.949707
	Iteration 14Q: 3 clusters Score -916171.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -916311.000000 Penalty: 4465.949707
	Iteration 15Q: 3 clusters Score -916311 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -916433.812500 Penalty: 4465.949707
	Iteration 16Q: 3 clusters Score -916433.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -916572.500000 Penalty: 4465.949707
	Iteration 17Q: 3 clusters Score -916572.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -916701.250000 Penalty: 4465.949707
	Iteration 18Q: 3 clusters Score -916701.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -916793.812500 Penalty: 4465.949707
	Iteration 19Q: 3 clusters Score -916793.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -916862.437500 Penalty: 4465.949707
	Iteration 20F: 3 clusters Score -916862.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -916911.812500 Penalty: 4465.949707
	Iteration 21Q: 3 clusters Score -916911.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -916949.875000 Penalty: 4465.949707
	Iteration 22Q: 3 clusters Score -916949.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -916978.250000 Penalty: 4465.949707
	Iteration 23Q: 3 clusters Score -916978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -916998.812500 Penalty: 4465.949707
	Iteration 24Q: 3 clusters Score -916998.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -917019.437500 Penalty: 4465.949707
	Iteration 25Q: 3 clusters Score -917019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -917029.875000 Penalty: 4465.949707
	Iteration 26Q: 3 clusters Score -917029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -917040.750000 Penalty: 4465.949707
	Iteration 27Q: 3 clusters Score -917040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -917047.812500 Penalty: 4465.949707
	Iteration 28Q: 3 clusters Score -917047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -917052.375000 Penalty: 4465.949707
	Iteration 29Q: 3 clusters Score -917052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -917055.375000 Penalty: 4465.949707
	Iteration 30Q: 3 clusters Score -917055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -917055.125000 Penalty: 4465.949707
	Iteration 31Q: 3 clusters Score -917055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -917056.125000 Penalty: 4465.949707
	Iteration 32Q: 3 clusters Score -917056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -917056.625000 Penalty: 4465.949707
	Iteration 33Q: 3 clusters Score -917056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -917058.812500 Penalty: 4465.949707
	Iteration 34Q: 3 clusters Score -917058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -917059.875000 Penalty: 4465.949707
	Iteration 35Q: 3 clusters Score -917059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -917062.812500 Penalty: 4465.949707
	Iteration 36Q: 3 clusters Score -917062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -917065.875000 Penalty: 4465.949707
	Iteration 37Q: 3 clusters Score -917065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -917068.250000 Penalty: 4465.949707
	Iteration 38Q: 3 clusters Score -917068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -917075.250000 Penalty: 4465.949707
	Iteration 39Q: 3 clusters Score -917075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -917081.562500 Penalty: 4465.949707
	Iteration 40F: 3 clusters Score -917081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -917087.312500 Penalty: 4465.949707
	Iteration 41Q: 3 clusters Score -917087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -917092.312500 Penalty: 4465.949707
	Iteration 42Q: 3 clusters Score -917092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -917098.125000 Penalty: 4465.949707
	Iteration 43Q: 3 clusters Score -917098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -917103.187500 Penalty: 4465.949707
	Iteration 44Q: 3 clusters Score -917103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -917109.687500 Penalty: 4465.949707
	Iteration 45Q: 3 clusters Score -917109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -917113.812500 Penalty: 4465.949707
	Iteration 46Q: 3 clusters Score -917113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -917118.000000 Penalty: 4465.949707
	Iteration 47Q: 3 clusters Score -917118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -917118.937500 Penalty: 4465.949707
	Iteration 48Q: 3 clusters Score -917118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -917118.937500 Penalty: 4465.949707
	Iteration 49F: 3 clusters Score -917118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Entering Unmasked Estep 
Score: -6772063.000000 Penalty: 2715.704346
	Iteration 0F: 2 clusters Score -6772063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6733783.000000 Penalty: 5431.408691
	Iteration 0F: 3 clusters Score -6733783 nChanged 26552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -6748492.500000 Penalty: 5431.408691
	Iteration 1F: 3 clusters Score -6748492 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6749033.500000 Penalty: 5431.408691
	Iteration 2Q: 3 clusters Score -6749034 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6749540.000000 Penalty: 5431.408691
	Iteration 3Q: 3 clusters Score -6749540 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6750131.000000 Penalty: 5431.408691
	Iteration 4Q: 3 clusters Score -6750131 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -6750747.500000 Penalty: 5431.408691
	Iteration 5Q: 3 clusters Score -6750748 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -6751535.000000 Penalty: 5431.408691
	Iteration 6Q: 3 clusters Score -6751535 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -6752613.000000 Penalty: 5431.408691
	Iteration 7Q: 3 clusters Score -6752613 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -6754173.500000 Penalty: 5431.408691
	Iteration 8F: 3 clusters Score -6754174 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -6756387.000000 Penalty: 5431.408691
	Iteration 9F: 3 clusters Score -6756387 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -6759225.000000 Penalty: 5431.408691
	Iteration 10F: 3 clusters Score -6759225 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -6762203.000000 Penalty: 5431.408691
	Iteration 11F: 3 clusters Score -6762203 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -6764920.500000 Penalty: 5431.408691
	Iteration 12F: 3 clusters Score -6764920 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6766962.000000 Penalty: 5431.408691
	Iteration 13Q: 3 clusters Score -6766962 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6768141.500000 Penalty: 5431.408691
	Iteration 14Q: 3 clusters Score -6768142 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6768770.500000 Penalty: 5431.408691
	Iteration 15Q: 3 clusters Score -6768770 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6769160.500000 Penalty: 5431.408691
	Iteration 16Q: 3 clusters Score -6769160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6769368.500000 Penalty: 5431.408691
	Iteration 17Q: 3 clusters Score -6769368 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6769499.500000 Penalty: 5431.408691
	Iteration 18Q: 3 clusters Score -6769500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6769587.500000 Penalty: 5431.408691
	Iteration 19Q: 3 clusters Score -6769588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6769650.000000 Penalty: 5431.408691
	Iteration 20F: 3 clusters Score -6769650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6769677.500000 Penalty: 5431.408691
	Iteration 21Q: 3 clusters Score -6769678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6769708.000000 Penalty: 5431.408691
	Iteration 22Q: 3 clusters Score -6769708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6769716.500000 Penalty: 5431.408691
	Iteration 23Q: 3 clusters Score -6769716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6769726.500000 Penalty: 5431.408691
	Iteration 24Q: 3 clusters Score -6769726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6769740.000000 Penalty: 5431.408691
	Iteration 25Q: 3 clusters Score -6769740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6769743.000000 Penalty: 5431.408691
	Iteration 26Q: 3 clusters Score -6769743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6769754.500000 Penalty: 5431.408691
	Iteration 27Q: 3 clusters Score -6769754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6769752.000000 Penalty: 5431.408691
	Iteration 28Q: 3 clusters Score -6769752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6769753.500000 Penalty: 5431.408691
	Iteration 29Q: 3 clusters Score -6769754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6769755.500000 Penalty: 5431.408691
	Iteration 30Q: 3 clusters Score -6769756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6769763.000000 Penalty: 5431.408691
	Iteration 31Q: 3 clusters Score -6769763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6769763.000000 Penalty: 5431.408691
	Iteration 32Q: 3 clusters Score -6769763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6769769.500000 Penalty: 5431.408691
	Iteration 33Q: 3 clusters Score -6769770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6769766.500000 Penalty: 5431.408691
	Iteration 34Q: 3 clusters Score -6769766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6769774.500000 Penalty: 5431.408691
	Iteration 35Q: 3 clusters Score -6769774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6769774.000000 Penalty: 5431.408691
	Iteration 36Q: 3 clusters Score -6769774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6769778.000000 Penalty: 5431.408691
	Iteration 37Q: 3 clusters Score -6769778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6769778.000000 Penalty: 5431.408691
	Iteration 38F: 3 clusters Score -6769778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -952090.062500 Penalty: 2237.864990
	Iteration 0F: 2 clusters Score -952090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -945474.312500 Penalty: 4475.729980
	Iteration 0F: 3 clusters Score -945474.3 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -947302.875000 Penalty: 4475.729980
	Iteration 1F: 3 clusters Score -947302.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -947599.812500 Penalty: 4475.729980
	Iteration 2F: 3 clusters Score -947599.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -947840.375000 Penalty: 4475.729980
	Iteration 3F: 3 clusters Score -947840.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -948070.750000 Penalty: 4475.729980
	Iteration 4Q: 3 clusters Score -948070.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -948290.250000 Penalty: 4475.729980
	Iteration 5Q: 3 clusters Score -948290.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -948519.125000 Penalty: 4475.729980
	Iteration 6Q: 3 clusters Score -948519.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -948756.937500 Penalty: 4475.729980
	Iteration 7Q: 3 clusters Score -948756.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -949007.937500 Penalty: 4475.729980
	Iteration 8Q: 3 clusters Score -949007.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -949288.500000 Penalty: 4475.729980
	Iteration 9Q: 3 clusters Score -949288.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -949556.500000 Penalty: 4475.729980
	Iteration 10Q: 3 clusters Score -949556.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -949758.062500 Penalty: 4475.729980
	Iteration 11Q: 3 clusters Score -949758.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -949905.312500 Penalty: 4475.729980
	Iteration 12Q: 3 clusters Score -949905.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -950005.500000 Penalty: 4475.729980
	Iteration 13Q: 3 clusters Score -950005.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -950075.250000 Penalty: 4475.729980
	Iteration 14Q: 3 clusters Score -950075.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -950138.312500 Penalty: 4475.729980
	Iteration 15Q: 3 clusters Score -950138.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -950174.312500 Penalty: 4475.729980
	Iteration 16Q: 3 clusters Score -950174.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -950204.750000 Penalty: 4475.729980
	Iteration 17Q: 3 clusters Score -950204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -950224.875000 Penalty: 4475.729980
	Iteration 18Q: 3 clusters Score -950224.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -950241.625000 Penalty: 4475.729980
	Iteration 19Q: 3 clusters Score -950241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -950249.125000 Penalty: 4475.729980
	Iteration 20F: 3 clusters Score -950249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -950258.750000 Penalty: 4475.729980
	Iteration 21Q: 3 clusters Score -950258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -950263.687500 Penalty: 4475.729980
	Iteration 22Q: 3 clusters Score -950263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -950266.437500 Penalty: 4475.729980
	Iteration 23Q: 3 clusters Score -950266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -950268.875000 Penalty: 4475.729980
	Iteration 24Q: 3 clusters Score -950268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -950271.625000 Penalty: 4475.729980
	Iteration 25Q: 3 clusters Score -950271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -950271.625000 Penalty: 4475.729980
	Iteration 26F: 3 clusters Score -950271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Entering Unmasked Estep 
Score: -5884377.000000 Penalty: 2680.466797
	Iteration 0F: 2 clusters Score -5884377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5850842.000000 Penalty: 5360.933594
	Iteration 0F: 3 clusters Score -5850842 nChanged 22786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5863542.000000 Penalty: 5360.933594
	Iteration 1F: 3 clusters Score -5863542 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5864172.500000 Penalty: 5360.933594
	Iteration 2Q: 3 clusters Score -5864172 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5864948.000000 Penalty: 5360.933594
	Iteration 3Q: 3 clusters Score -5864948 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5865933.000000 Penalty: 5360.933594
	Iteration 4Q: 3 clusters Score -5865933 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5867053.000000 Penalty: 5360.933594
	Iteration 5Q: 3 clusters Score -5867053 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5868370.000000 Penalty: 5360.933594
	Iteration 6Q: 3 clusters Score -5868370 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -5869883.000000 Penalty: 5360.933594
	Iteration 7F: 3 clusters Score -5869883 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -5871617.000000 Penalty: 5360.933594
	Iteration 8F: 3 clusters Score -5871617 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5873357.000000 Penalty: 5360.933594
	Iteration 9F: 3 clusters Score -5873357 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5874921.000000 Penalty: 5360.933594
	Iteration 10F: 3 clusters Score -5874921 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5876100.000000 Penalty: 5360.933594
	Iteration 11Q: 3 clusters Score -5876100 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -5876841.000000 Penalty: 5360.933594
	Iteration 12Q: 3 clusters Score -5876841 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5877286.000000 Penalty: 5360.933594
	Iteration 13Q: 3 clusters Score -5877286 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5877527.000000 Penalty: 5360.933594
	Iteration 14Q: 3 clusters Score -5877527 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -5877699.000000 Penalty: 5360.933594
	Iteration 15Q: 3 clusters Score -5877699 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5877808.000000 Penalty: 5360.933594
	Iteration 16Q: 3 clusters Score -5877808 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -5877895.500000 Penalty: 5360.933594
	Iteration 17Q: 3 clusters Score -5877896 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5878018.000000 Penalty: 5360.933594
	Iteration 18Q: 3 clusters Score -5878018 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5878085.500000 Penalty: 5360.933594
	Iteration 19Q: 3 clusters Score -5878086 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -5878178.500000 Penalty: 5360.933594
	Iteration 20F: 3 clusters Score -5878178 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -5878266.500000 Penalty: 5360.933594
	Iteration 21Q: 3 clusters Score -5878266 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5878339.000000 Penalty: 5360.933594
	Iteration 22Q: 3 clusters Score -5878339 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5878429.000000 Penalty: 5360.933594
	Iteration 23Q: 3 clusters Score -5878429 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5878493.500000 Penalty: 5360.933594
	Iteration 24Q: 3 clusters Score -5878494 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -5878535.000000 Penalty: 5360.933594
	Iteration 25Q: 3 clusters Score -5878535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5878596.500000 Penalty: 5360.933594
	Iteration 26Q: 3 clusters Score -5878596 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -5878654.000000 Penalty: 5360.933594
	Iteration 27Q: 3 clusters Score -5878654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5878705.000000 Penalty: 5360.933594
	Iteration 28Q: 3 clusters Score -5878705 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5878773.000000 Penalty: 5360.933594
	Iteration 29Q: 3 clusters Score -5878773 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -5878802.000000 Penalty: 5360.933594
	Iteration 30Q: 3 clusters Score -5878802 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5878918.500000 Penalty: 5360.933594
	Iteration 31Q: 3 clusters Score -5878918 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5878985.500000 Penalty: 5360.933594
	Iteration 32Q: 3 clusters Score -5878986 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -5879076.000000 Penalty: 5360.933594
	Iteration 33Q: 3 clusters Score -5879076 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -5879171.000000 Penalty: 5360.933594
	Iteration 34Q: 3 clusters Score -5879171 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -5879264.500000 Penalty: 5360.933594
	Iteration 35Q: 3 clusters Score -5879264 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5879383.500000 Penalty: 5360.933594
	Iteration 36Q: 3 clusters Score -5879384 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5879505.500000 Penalty: 5360.933594
	Iteration 37Q: 3 clusters Score -5879506 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5879632.000000 Penalty: 5360.933594
	Iteration 38Q: 3 clusters Score -5879632 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5879751.000000 Penalty: 5360.933594
	Iteration 39Q: 3 clusters Score -5879751 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5879905.500000 Penalty: 5360.933594
	Iteration 40F: 3 clusters Score -5879906 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -5880066.500000 Penalty: 5360.933594
	Iteration 41Q: 3 clusters Score -5880066 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -5880222.500000 Penalty: 5360.933594
	Iteration 42Q: 3 clusters Score -5880222 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5880399.500000 Penalty: 5360.933594
	Iteration 43Q: 3 clusters Score -5880400 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5880554.500000 Penalty: 5360.933594
	Iteration 44Q: 3 clusters Score -5880554 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -5880702.000000 Penalty: 5360.933594
	Iteration 45Q: 3 clusters Score -5880702 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5880842.500000 Penalty: 5360.933594
	Iteration 46Q: 3 clusters Score -5880842 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5880991.500000 Penalty: 5360.933594
	Iteration 47Q: 3 clusters Score -5880992 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5881125.500000 Penalty: 5360.933594
	Iteration 48Q: 3 clusters Score -5881126 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5881237.000000 Penalty: 5360.933594
	Iteration 49Q: 3 clusters Score -5881237 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5881324.000000 Penalty: 5360.933594
	Iteration 50Q: 3 clusters Score -5881324 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5881418.500000 Penalty: 5360.933594
	Iteration 51Q: 3 clusters Score -5881418 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5881513.000000 Penalty: 5360.933594
	Iteration 52Q: 3 clusters Score -5881513 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5881587.000000 Penalty: 5360.933594
	Iteration 53Q: 3 clusters Score -5881587 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5881651.000000 Penalty: 5360.933594
	Iteration 54Q: 3 clusters Score -5881651 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5881700.500000 Penalty: 5360.933594
	Iteration 55Q: 3 clusters Score -5881700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5881745.500000 Penalty: 5360.933594
	Iteration 56Q: 3 clusters Score -5881746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5881784.500000 Penalty: 5360.933594
	Iteration 57Q: 3 clusters Score -5881784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5881812.000000 Penalty: 5360.933594
	Iteration 58Q: 3 clusters Score -5881812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5881837.500000 Penalty: 5360.933594
	Iteration 59Q: 3 clusters Score -5881838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5881858.000000 Penalty: 5360.933594
	Iteration 60F: 3 clusters Score -5881858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5881898.000000 Penalty: 5360.933594
	Iteration 61Q: 3 clusters Score -5881898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5881929.500000 Penalty: 5360.933594
	Iteration 62Q: 3 clusters Score -5881930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5881955.500000 Penalty: 5360.933594
	Iteration 63Q: 3 clusters Score -5881956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5881962.500000 Penalty: 5360.933594
	Iteration 64Q: 3 clusters Score -5881962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5881972.000000 Penalty: 5360.933594
	Iteration 65Q: 3 clusters Score -5881972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5881989.500000 Penalty: 5360.933594
	Iteration 66Q: 3 clusters Score -5881990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5882009.500000 Penalty: 5360.933594
	Iteration 67Q: 3 clusters Score -5882010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5882012.000000 Penalty: 5360.933594
	Iteration 68Q: 3 clusters Score -5882012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5882009.500000 Penalty: 5360.933594
	Iteration 69Q: 3 clusters Score -5882010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5882007.000000 Penalty: 5360.933594
	Iteration 70Q: 3 clusters Score -5882007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5882023.500000 Penalty: 5360.933594
	Iteration 71Q: 3 clusters Score -5882024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5882028.500000 Penalty: 5360.933594
	Iteration 72Q: 3 clusters Score -5882028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5882029.500000 Penalty: 5360.933594
	Iteration 73Q: 3 clusters Score -5882030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5882036.500000 Penalty: 5360.933594
	Iteration 74Q: 3 clusters Score -5882036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5882047.500000 Penalty: 5360.933594
	Iteration 75Q: 3 clusters Score -5882048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5882054.500000 Penalty: 5360.933594
	Iteration 76Q: 3 clusters Score -5882054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5882057.500000 Penalty: 5360.933594
	Iteration 77Q: 3 clusters Score -5882058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5882059.000000 Penalty: 5360.933594
	Iteration 78Q: 3 clusters Score -5882059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5882063.000000 Penalty: 5360.933594
	Iteration 79Q: 3 clusters Score -5882063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5882068.000000 Penalty: 5360.933594
	Iteration 80F: 3 clusters Score -5882068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5882069.000000 Penalty: 5360.933594
	Iteration 81Q: 3 clusters Score -5882069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5882060.000000 Penalty: 5360.933594
	Iteration 82Q: 3 clusters Score -5882060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5882059.000000 Penalty: 5360.933594
	Iteration 83Q: 3 clusters Score -5882059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5882055.500000 Penalty: 5360.933594
	Iteration 84Q: 3 clusters Score -5882056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5882060.500000 Penalty: 5360.933594
	Iteration 85Q: 3 clusters Score -5882060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5882060.500000 Penalty: 5360.933594
	Iteration 86F: 3 clusters Score -5882060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (220612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220612 members 
Entering Unmasked Estep 
Score: -25935932.000000 Penalty: 3051.431885
	Iteration 0F: 2 clusters Score -2.593593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -25793072.000000 Penalty: 6102.863770
	Iteration 0F: 3 clusters Score -2.579307e+07 nChanged 106479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -25855690.000000 Penalty: 6102.863770
	Iteration 1F: 3 clusters Score -2.585569e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -25856794.000000 Penalty: 6102.863770
	Iteration 2Q: 3 clusters Score -2.585679e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -25858288.000000 Penalty: 6102.863770
	Iteration 3Q: 3 clusters Score -2.585829e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -25860136.000000 Penalty: 6102.863770
	Iteration 4Q: 3 clusters Score -2.586014e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -25862852.000000 Penalty: 6102.863770
	Iteration 5Q: 3 clusters Score -2.586285e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -25867654.000000 Penalty: 6102.863770
	Iteration 6Q: 3 clusters Score -2.586765e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -25876310.000000 Penalty: 6102.863770
	Iteration 7F: 3 clusters Score -2.587631e+07 nChanged 17262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -25889238.000000 Penalty: 6102.863770
	Iteration 8F: 3 clusters Score -2.588924e+07 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185183 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -25905540.000000 Penalty: 6102.863770
	Iteration 9F: 3 clusters Score -2.590554e+07 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201230 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -25919854.000000 Penalty: 6102.863770
	Iteration 10F: 3 clusters Score -2.591985e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211126 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -25927392.000000 Penalty: 6102.863770
	Iteration 11Q: 3 clusters Score -2.592739e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215951 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -25930780.000000 Penalty: 6102.863770
	Iteration 12Q: 3 clusters Score -2.593078e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218067 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -25932264.000000 Penalty: 6102.863770
	Iteration 13Q: 3 clusters Score -2.593226e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218944 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -25932856.000000 Penalty: 6102.863770
	Iteration 14Q: 3 clusters Score -2.593286e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219322 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -25933180.000000 Penalty: 6102.863770
	Iteration 15Q: 3 clusters Score -2.593318e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219525 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -25933380.000000 Penalty: 6102.863770
	Iteration 16Q: 3 clusters Score -2.593338e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219631 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -25933500.000000 Penalty: 6102.863770
	Iteration 17Q: 3 clusters Score -2.59335e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219682 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -25933574.000000 Penalty: 6102.863770
	Iteration 18Q: 3 clusters Score -2.593357e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219718 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25933640.000000 Penalty: 6102.863770
	Iteration 19Q: 3 clusters Score -2.593364e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219744 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -25933654.000000 Penalty: 6102.863770
	Iteration 20F: 3 clusters Score -2.593365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219768 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -25933670.000000 Penalty: 6102.863770
	Iteration 21Q: 3 clusters Score -2.593367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219786 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -25933650.000000 Penalty: 6102.863770
	Iteration 22Q: 3 clusters Score -2.593365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219796 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -25933704.000000 Penalty: 6102.863770
	Iteration 23Q: 3 clusters Score -2.59337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219803 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25933720.000000 Penalty: 6102.863770
	Iteration 24Q: 3 clusters Score -2.593372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219813 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -25933718.000000 Penalty: 6102.863770
	Iteration 25Q: 3 clusters Score -2.593372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219816 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -25933724.000000 Penalty: 6102.863770
	Iteration 26Q: 3 clusters Score -2.593372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219819 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -25933740.000000 Penalty: 6102.863770
	Iteration 27Q: 3 clusters Score -2.593374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219828 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -25933736.000000 Penalty: 6102.863770
	Iteration 28Q: 3 clusters Score -2.593374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219834 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -25933738.000000 Penalty: 6102.863770
	Iteration 29Q: 3 clusters Score -2.593374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219840 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -25933710.000000 Penalty: 6102.863770
	Iteration 30Q: 3 clusters Score -2.593371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219841 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -25933722.000000 Penalty: 6102.863770
	Iteration 31Q: 3 clusters Score -2.593372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219841 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -25933734.000000 Penalty: 6102.863770
	Iteration 32Q: 3 clusters Score -2.593373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219844 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -25933708.000000 Penalty: 6102.863770
	Iteration 33Q: 3 clusters Score -2.593371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219846 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25933730.000000 Penalty: 6102.863770
	Iteration 34Q: 3 clusters Score -2.593373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219847 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -25933730.000000 Penalty: 6102.863770
	Iteration 35Q: 3 clusters Score -2.593373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219848 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25933740.000000 Penalty: 6102.863770
	Iteration 36Q: 3 clusters Score -2.593374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219848 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25933740.000000 Penalty: 6102.863770
	Iteration 37F: 3 clusters Score -2.593374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Entering Unmasked Estep 
Score: -2147106.750000 Penalty: 2436.676758
	Iteration 0F: 2 clusters Score -2147107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2134018.500000 Penalty: 4873.353516
	Iteration 0F: 3 clusters Score -2134018 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2138358.500000 Penalty: 4873.353516
	Iteration 1F: 3 clusters Score -2138358 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2138842.250000 Penalty: 4873.353516
	Iteration 2F: 3 clusters Score -2138842 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2139306.000000 Penalty: 4873.353516
	Iteration 3F: 3 clusters Score -2139306 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2139706.250000 Penalty: 4873.353516
	Iteration 4Q: 3 clusters Score -2139706 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2140016.750000 Penalty: 4873.353516
	Iteration 5Q: 3 clusters Score -2140017 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2140303.750000 Penalty: 4873.353516
	Iteration 6Q: 3 clusters Score -2140304 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2140564.750000 Penalty: 4873.353516
	Iteration 7Q: 3 clusters Score -2140565 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2140817.750000 Penalty: 4873.353516
	Iteration 8Q: 3 clusters Score -2140818 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2141018.750000 Penalty: 4873.353516
	Iteration 9Q: 3 clusters Score -2141019 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2141220.250000 Penalty: 4873.353516
	Iteration 10Q: 3 clusters Score -2141220 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2141406.250000 Penalty: 4873.353516
	Iteration 11Q: 3 clusters Score -2141406 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2141548.000000 Penalty: 4873.353516
	Iteration 12Q: 3 clusters Score -2141548 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2141677.750000 Penalty: 4873.353516
	Iteration 13Q: 3 clusters Score -2141678 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2141807.500000 Penalty: 4873.353516
	Iteration 14Q: 3 clusters Score -2141808 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2141922.500000 Penalty: 4873.353516
	Iteration 15Q: 3 clusters Score -2141922 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2142015.500000 Penalty: 4873.353516
	Iteration 16Q: 3 clusters Score -2142016 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2142099.500000 Penalty: 4873.353516
	Iteration 17Q: 3 clusters Score -2142100 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2142160.000000 Penalty: 4873.353516
	Iteration 18Q: 3 clusters Score -2142160 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2142226.000000 Penalty: 4873.353516
	Iteration 19Q: 3 clusters Score -2142226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2142297.000000 Penalty: 4873.353516
	Iteration 20F: 3 clusters Score -2142297 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2142361.000000 Penalty: 4873.353516
	Iteration 21Q: 3 clusters Score -2142361 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2142441.750000 Penalty: 4873.353516
	Iteration 22Q: 3 clusters Score -2142442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2142543.000000 Penalty: 4873.353516
	Iteration 23Q: 3 clusters Score -2142543 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2142643.500000 Penalty: 4873.353516
	Iteration 24Q: 3 clusters Score -2142644 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2142736.000000 Penalty: 4873.353516
	Iteration 25Q: 3 clusters Score -2142736 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2142841.500000 Penalty: 4873.353516
	Iteration 26Q: 3 clusters Score -2142842 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2142965.500000 Penalty: 4873.353516
	Iteration 27Q: 3 clusters Score -2142966 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2143094.500000 Penalty: 4873.353516
	Iteration 28Q: 3 clusters Score -2143094 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2143210.000000 Penalty: 4873.353516
	Iteration 29Q: 3 clusters Score -2143210 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2143342.750000 Penalty: 4873.353516
	Iteration 30Q: 3 clusters Score -2143343 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2143480.500000 Penalty: 4873.353516
	Iteration 31Q: 3 clusters Score -2143480 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2143595.000000 Penalty: 4873.353516
	Iteration 32Q: 3 clusters Score -2143595 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2143710.000000 Penalty: 4873.353516
	Iteration 33Q: 3 clusters Score -2143710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2143796.250000 Penalty: 4873.353516
	Iteration 34Q: 3 clusters Score -2143796 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2143874.250000 Penalty: 4873.353516
	Iteration 35Q: 3 clusters Score -2143874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2143964.750000 Penalty: 4873.353516
	Iteration 36Q: 3 clusters Score -2143965 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2144047.500000 Penalty: 4873.353516
	Iteration 37Q: 3 clusters Score -2144048 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2144149.750000 Penalty: 4873.353516
	Iteration 38Q: 3 clusters Score -2144150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2144238.500000 Penalty: 4873.353516
	Iteration 39Q: 3 clusters Score -2144238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2144322.250000 Penalty: 4873.353516
	Iteration 40F: 3 clusters Score -2144322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2144409.000000 Penalty: 4873.353516
	Iteration 41Q: 3 clusters Score -2144409 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2144479.250000 Penalty: 4873.353516
	Iteration 42Q: 3 clusters Score -2144479 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2144554.750000 Penalty: 4873.353516
	Iteration 43Q: 3 clusters Score -2144555 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2144600.000000 Penalty: 4873.353516
	Iteration 44Q: 3 clusters Score -2144600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2144650.000000 Penalty: 4873.353516
	Iteration 45Q: 3 clusters Score -2144650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2144695.500000 Penalty: 4873.353516
	Iteration 46Q: 3 clusters Score -2144696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2144729.500000 Penalty: 4873.353516
	Iteration 47Q: 3 clusters Score -2144730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2144761.750000 Penalty: 4873.353516
	Iteration 48Q: 3 clusters Score -2144762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2144796.250000 Penalty: 4873.353516
	Iteration 49Q: 3 clusters Score -2144796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2144834.250000 Penalty: 4873.353516
	Iteration 50Q: 3 clusters Score -2144834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2144869.000000 Penalty: 4873.353516
	Iteration 51Q: 3 clusters Score -2144869 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2144898.500000 Penalty: 4873.353516
	Iteration 52Q: 3 clusters Score -2144898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2144925.250000 Penalty: 4873.353516
	Iteration 53Q: 3 clusters Score -2144925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2144962.250000 Penalty: 4873.353516
	Iteration 54Q: 3 clusters Score -2144962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2145001.500000 Penalty: 4873.353516
	Iteration 55Q: 3 clusters Score -2145002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2145027.750000 Penalty: 4873.353516
	Iteration 56Q: 3 clusters Score -2145028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2145041.250000 Penalty: 4873.353516
	Iteration 57Q: 3 clusters Score -2145041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2145061.750000 Penalty: 4873.353516
	Iteration 58Q: 3 clusters Score -2145062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2145084.250000 Penalty: 4873.353516
	Iteration 59Q: 3 clusters Score -2145084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2145097.250000 Penalty: 4873.353516
	Iteration 60F: 3 clusters Score -2145097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2145119.750000 Penalty: 4873.353516
	Iteration 61Q: 3 clusters Score -2145120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2145132.250000 Penalty: 4873.353516
	Iteration 62Q: 3 clusters Score -2145132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2145152.500000 Penalty: 4873.353516
	Iteration 63Q: 3 clusters Score -2145152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2145164.000000 Penalty: 4873.353516
	Iteration 64Q: 3 clusters Score -2145164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2145174.000000 Penalty: 4873.353516
	Iteration 65Q: 3 clusters Score -2145174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2145177.250000 Penalty: 4873.353516
	Iteration 66Q: 3 clusters Score -2145177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2145184.750000 Penalty: 4873.353516
	Iteration 67Q: 3 clusters Score -2145185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2145189.000000 Penalty: 4873.353516
	Iteration 68Q: 3 clusters Score -2145189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2145192.000000 Penalty: 4873.353516
	Iteration 69Q: 3 clusters Score -2145192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2145194.500000 Penalty: 4873.353516
	Iteration 70Q: 3 clusters Score -2145194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2145196.750000 Penalty: 4873.353516
	Iteration 71Q: 3 clusters Score -2145197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2145201.250000 Penalty: 4873.353516
	Iteration 72Q: 3 clusters Score -2145201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2145203.250000 Penalty: 4873.353516
	Iteration 73Q: 3 clusters Score -2145203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2145209.000000 Penalty: 4873.353516
	Iteration 74Q: 3 clusters Score -2145209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2145207.250000 Penalty: 4873.353516
	Iteration 75Q: 3 clusters Score -2145207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2145209.750000 Penalty: 4873.353516
	Iteration 76Q: 3 clusters Score -2145210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2145207.750000 Penalty: 4873.353516
	Iteration 77Q: 3 clusters Score -2145208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2145208.250000 Penalty: 4873.353516
	Iteration 78Q: 3 clusters Score -2145208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2145208.500000 Penalty: 4873.353516
	Iteration 79Q: 3 clusters Score -2145208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2145208.500000 Penalty: 4873.353516
	Iteration 80F: 3 clusters Score -2145208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -220616.109375 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -220616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217994.000000 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -217994 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218439.812500 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -218439.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218600.031250 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -218600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218668.890625 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -218668.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218705.421875 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -218705.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -218734.125000 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -218734.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -218751.468750 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -218751.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -218761.906250 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -218761.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -218772.671875 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -218772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -218781.593750 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -218781.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -218793.453125 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -218793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218797.656250 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -218797.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -218802.109375 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -218802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -218805.718750 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -218805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -218807.609375 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -218807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218809.046875 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -218809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -218810.453125 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -218810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218811.828125 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -218811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218811.828125 Penalty: 3750.316162
	Iteration 18F: 3 clusters Score -218811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (310534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310534 members 
Entering Unmasked Estep 
Score: -36287096.000000 Penalty: 3136.219971
	Iteration 0F: 2 clusters Score -3.62871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155510 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -36087152.000000 Penalty: 6272.439941
	Iteration 0F: 3 clusters Score -3.608715e+07 nChanged 150512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -36176304.000000 Penalty: 6272.439941
	Iteration 1F: 3 clusters Score -3.61763e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159042 members 
Mstep: Class 2 contains 151492 members 
Entering Unmasked Estep 
Score: -36177612.000000 Penalty: 6272.439941
	Iteration 2Q: 3 clusters Score -3.617761e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 149162 members 
Entering Unmasked Estep 
Score: -36179056.000000 Penalty: 6272.439941
	Iteration 3Q: 3 clusters Score -3.617906e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165100 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -36180672.000000 Penalty: 6272.439941
	Iteration 4Q: 3 clusters Score -3.618067e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -36183400.000000 Penalty: 6272.439941
	Iteration 5Q: 3 clusters Score -3.61834e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 131512 members 
Entering Unmasked Estep 
Score: -36187704.000000 Penalty: 6272.439941
	Iteration 6Q: 3 clusters Score -3.61877e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190878 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -36194756.000000 Penalty: 6272.439941
	Iteration 7Q: 3 clusters Score -3.619476e+07 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206173 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -36205916.000000 Penalty: 6272.439941
	Iteration 8F: 3 clusters Score -3.620592e+07 nChanged 20240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222881 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -36220584.000000 Penalty: 6272.439941
	Iteration 9F: 3 clusters Score -3.622058e+07 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237189 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -36235080.000000 Penalty: 6272.439941
	Iteration 10F: 3 clusters Score -3.623508e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246306 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -36245480.000000 Penalty: 6272.439941
	Iteration 11F: 3 clusters Score -3.624548e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251099 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -36250872.000000 Penalty: 6272.439941
	Iteration 12Q: 3 clusters Score -3.625087e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254132 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -36253164.000000 Penalty: 6272.439941
	Iteration 13Q: 3 clusters Score -3.625316e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256449 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -36254296.000000 Penalty: 6272.439941
	Iteration 14Q: 3 clusters Score -3.62543e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258451 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -36255208.000000 Penalty: 6272.439941
	Iteration 15Q: 3 clusters Score -3.625521e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260257 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -36255936.000000 Penalty: 6272.439941
	Iteration 16Q: 3 clusters Score -3.625594e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261838 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -36256768.000000 Penalty: 6272.439941
	Iteration 17Q: 3 clusters Score -3.625677e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263322 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -36257136.000000 Penalty: 6272.439941
	Iteration 18Q: 3 clusters Score -3.625714e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264647 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -36257640.000000 Penalty: 6272.439941
	Iteration 19Q: 3 clusters Score -3.625764e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265919 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -36258024.000000 Penalty: 6272.439941
	Iteration 20F: 3 clusters Score -3.625802e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267147 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -36258500.000000 Penalty: 6272.439941
	Iteration 21Q: 3 clusters Score -3.62585e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268327 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -36258984.000000 Penalty: 6272.439941
	Iteration 22Q: 3 clusters Score -3.625898e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269454 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -36259740.000000 Penalty: 6272.439941
	Iteration 23Q: 3 clusters Score -3.625974e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270566 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -36260208.000000 Penalty: 6272.439941
	Iteration 24Q: 3 clusters Score -3.626021e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271625 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -36260584.000000 Penalty: 6272.439941
	Iteration 25Q: 3 clusters Score -3.626058e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272723 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -36261184.000000 Penalty: 6272.439941
	Iteration 26Q: 3 clusters Score -3.626118e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273855 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -36261756.000000 Penalty: 6272.439941
	Iteration 27Q: 3 clusters Score -3.626176e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275019 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -36262448.000000 Penalty: 6272.439941
	Iteration 28Q: 3 clusters Score -3.626245e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276156 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -36263212.000000 Penalty: 6272.439941
	Iteration 29Q: 3 clusters Score -3.626321e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277349 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -36263788.000000 Penalty: 6272.439941
	Iteration 30Q: 3 clusters Score -3.626379e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278519 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -36264568.000000 Penalty: 6272.439941
	Iteration 31Q: 3 clusters Score -3.626457e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279700 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -36265404.000000 Penalty: 6272.439941
	Iteration 32Q: 3 clusters Score -3.62654e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280887 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -36266196.000000 Penalty: 6272.439941
	Iteration 33Q: 3 clusters Score -3.62662e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282074 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -36266940.000000 Penalty: 6272.439941
	Iteration 34Q: 3 clusters Score -3.626694e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283261 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -36267748.000000 Penalty: 6272.439941
	Iteration 35Q: 3 clusters Score -3.626775e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284422 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -36268612.000000 Penalty: 6272.439941
	Iteration 36Q: 3 clusters Score -3.626861e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285577 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -36269348.000000 Penalty: 6272.439941
	Iteration 37Q: 3 clusters Score -3.626935e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286746 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -36270116.000000 Penalty: 6272.439941
	Iteration 38Q: 3 clusters Score -3.627012e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287860 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -36270776.000000 Penalty: 6272.439941
	Iteration 39Q: 3 clusters Score -3.627078e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289000 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -36271420.000000 Penalty: 6272.439941
	Iteration 40F: 3 clusters Score -3.627142e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290146 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -36272088.000000 Penalty: 6272.439941
	Iteration 41Q: 3 clusters Score -3.627209e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291321 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -36272788.000000 Penalty: 6272.439941
	Iteration 42Q: 3 clusters Score -3.627279e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292465 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -36273500.000000 Penalty: 6272.439941
	Iteration 43Q: 3 clusters Score -3.62735e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293581 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -36274172.000000 Penalty: 6272.439941
	Iteration 44Q: 3 clusters Score -3.627417e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294695 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -36275048.000000 Penalty: 6272.439941
	Iteration 45Q: 3 clusters Score -3.627505e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295768 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -36275880.000000 Penalty: 6272.439941
	Iteration 46Q: 3 clusters Score -3.627588e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296813 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -36276716.000000 Penalty: 6272.439941
	Iteration 47Q: 3 clusters Score -3.627672e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297794 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -36277532.000000 Penalty: 6272.439941
	Iteration 48Q: 3 clusters Score -3.627753e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298709 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -36278240.000000 Penalty: 6272.439941
	Iteration 49Q: 3 clusters Score -3.627824e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299592 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -36278836.000000 Penalty: 6272.439941
	Iteration 50Q: 3 clusters Score -3.627884e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300381 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -36279392.000000 Penalty: 6272.439941
	Iteration 51Q: 3 clusters Score -3.627939e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301109 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -36279932.000000 Penalty: 6272.439941
	Iteration 52Q: 3 clusters Score -3.627993e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301779 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -36280220.000000 Penalty: 6272.439941
	Iteration 53Q: 3 clusters Score -3.628022e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302359 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -36280436.000000 Penalty: 6272.439941
	Iteration 54Q: 3 clusters Score -3.628044e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302858 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -36280608.000000 Penalty: 6272.439941
	Iteration 55Q: 3 clusters Score -3.628061e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303310 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -36280800.000000 Penalty: 6272.439941
	Iteration 56Q: 3 clusters Score -3.62808e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303718 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -36281092.000000 Penalty: 6272.439941
	Iteration 57Q: 3 clusters Score -3.628109e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304064 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -36281408.000000 Penalty: 6272.439941
	Iteration 58Q: 3 clusters Score -3.628141e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304366 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -36281600.000000 Penalty: 6272.439941
	Iteration 59Q: 3 clusters Score -3.62816e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304624 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -36281708.000000 Penalty: 6272.439941
	Iteration 60F: 3 clusters Score -3.628171e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304863 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -36281892.000000 Penalty: 6272.439941
	Iteration 61Q: 3 clusters Score -3.628189e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305081 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -36282060.000000 Penalty: 6272.439941
	Iteration 62Q: 3 clusters Score -3.628206e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305290 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -36282256.000000 Penalty: 6272.439941
	Iteration 63Q: 3 clusters Score -3.628226e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305450 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -36282404.000000 Penalty: 6272.439941
	Iteration 64Q: 3 clusters Score -3.62824e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305596 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -36282520.000000 Penalty: 6272.439941
	Iteration 65Q: 3 clusters Score -3.628252e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305759 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -36282572.000000 Penalty: 6272.439941
	Iteration 66Q: 3 clusters Score -3.628257e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305914 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -36282664.000000 Penalty: 6272.439941
	Iteration 67Q: 3 clusters Score -3.628266e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306053 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -36282780.000000 Penalty: 6272.439941
	Iteration 68Q: 3 clusters Score -3.628278e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306176 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -36282908.000000 Penalty: 6272.439941
	Iteration 69Q: 3 clusters Score -3.628291e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306297 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -36283016.000000 Penalty: 6272.439941
	Iteration 70Q: 3 clusters Score -3.628302e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306416 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -36283096.000000 Penalty: 6272.439941
	Iteration 71Q: 3 clusters Score -3.62831e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306534 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -36283272.000000 Penalty: 6272.439941
	Iteration 72Q: 3 clusters Score -3.628327e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306647 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -36283304.000000 Penalty: 6272.439941
	Iteration 73Q: 3 clusters Score -3.62833e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306746 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -36283440.000000 Penalty: 6272.439941
	Iteration 74Q: 3 clusters Score -3.628344e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306839 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -36283488.000000 Penalty: 6272.439941
	Iteration 75Q: 3 clusters Score -3.628349e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306925 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -36283496.000000 Penalty: 6272.439941
	Iteration 76Q: 3 clusters Score -3.62835e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307003 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -36283572.000000 Penalty: 6272.439941
	Iteration 77Q: 3 clusters Score -3.628357e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307069 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -36283620.000000 Penalty: 6272.439941
	Iteration 78Q: 3 clusters Score -3.628362e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307123 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -36283596.000000 Penalty: 6272.439941
	Iteration 79Q: 3 clusters Score -3.62836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307174 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -36283644.000000 Penalty: 6272.439941
	Iteration 80F: 3 clusters Score -3.628364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307205 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -36283636.000000 Penalty: 6272.439941
	Iteration 81Q: 3 clusters Score -3.628364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307240 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -36283692.000000 Penalty: 6272.439941
	Iteration 82Q: 3 clusters Score -3.628369e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307273 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -36283688.000000 Penalty: 6272.439941
	Iteration 83Q: 3 clusters Score -3.628369e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307306 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -36283712.000000 Penalty: 6272.439941
	Iteration 84Q: 3 clusters Score -3.628371e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307338 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -36283696.000000 Penalty: 6272.439941
	Iteration 85Q: 3 clusters Score -3.62837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307362 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -36283744.000000 Penalty: 6272.439941
	Iteration 86Q: 3 clusters Score -3.628374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307400 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -36283748.000000 Penalty: 6272.439941
	Iteration 87Q: 3 clusters Score -3.628375e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307438 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -36283796.000000 Penalty: 6272.439941
	Iteration 88Q: 3 clusters Score -3.62838e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307470 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -36283816.000000 Penalty: 6272.439941
	Iteration 89Q: 3 clusters Score -3.628382e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307499 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -36283832.000000 Penalty: 6272.439941
	Iteration 90Q: 3 clusters Score -3.628383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307530 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -36283872.000000 Penalty: 6272.439941
	Iteration 91Q: 3 clusters Score -3.628387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307565 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -36283828.000000 Penalty: 6272.439941
	Iteration 92Q: 3 clusters Score -3.628383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307592 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -36283868.000000 Penalty: 6272.439941
	Iteration 93Q: 3 clusters Score -3.628387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307619 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -36283852.000000 Penalty: 6272.439941
	Iteration 94Q: 3 clusters Score -3.628385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307644 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -36283876.000000 Penalty: 6272.439941
	Iteration 95Q: 3 clusters Score -3.628388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307668 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -36283912.000000 Penalty: 6272.439941
	Iteration 96Q: 3 clusters Score -3.628391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307689 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -36283932.000000 Penalty: 6272.439941
	Iteration 97Q: 3 clusters Score -3.628393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307701 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -36283924.000000 Penalty: 6272.439941
	Iteration 98Q: 3 clusters Score -3.628392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307719 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -36283940.000000 Penalty: 6272.439941
	Iteration 99Q: 3 clusters Score -3.628394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307735 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -36283912.000000 Penalty: 6272.439941
	Iteration 100F: 3 clusters Score -3.628391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307749 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -36283904.000000 Penalty: 6272.439941
	Iteration 101Q: 3 clusters Score -3.62839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307766 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -36283916.000000 Penalty: 6272.439941
	Iteration 102Q: 3 clusters Score -3.628392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307787 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -36283940.000000 Penalty: 6272.439941
	Iteration 103Q: 3 clusters Score -3.628394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307808 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -36283952.000000 Penalty: 6272.439941
	Iteration 104Q: 3 clusters Score -3.628395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307829 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -36283972.000000 Penalty: 6272.439941
	Iteration 105Q: 3 clusters Score -3.628397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307849 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -36283948.000000 Penalty: 6272.439941
	Iteration 106Q: 3 clusters Score -3.628395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307873 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -36283988.000000 Penalty: 6272.439941
	Iteration 107Q: 3 clusters Score -3.628399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307893 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -36284004.000000 Penalty: 6272.439941
	Iteration 108Q: 3 clusters Score -3.6284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307916 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -36284044.000000 Penalty: 6272.439941
	Iteration 109Q: 3 clusters Score -3.628404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307939 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -36284028.000000 Penalty: 6272.439941
	Iteration 110Q: 3 clusters Score -3.628403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307958 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -36284060.000000 Penalty: 6272.439941
	Iteration 111Q: 3 clusters Score -3.628406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307982 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -36284064.000000 Penalty: 6272.439941
	Iteration 112Q: 3 clusters Score -3.628406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308005 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -36284076.000000 Penalty: 6272.439941
	Iteration 113Q: 3 clusters Score -3.628408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308020 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -36284120.000000 Penalty: 6272.439941
	Iteration 114Q: 3 clusters Score -3.628412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308041 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -36284112.000000 Penalty: 6272.439941
	Iteration 115Q: 3 clusters Score -3.628411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308063 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -36284116.000000 Penalty: 6272.439941
	Iteration 116Q: 3 clusters Score -3.628412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308071 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -36284140.000000 Penalty: 6272.439941
	Iteration 117Q: 3 clusters Score -3.628414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308080 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -36284112.000000 Penalty: 6272.439941
	Iteration 118Q: 3 clusters Score -3.628411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308091 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -36284160.000000 Penalty: 6272.439941
	Iteration 119Q: 3 clusters Score -3.628416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308109 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -36284152.000000 Penalty: 6272.439941
	Iteration 120F: 3 clusters Score -3.628415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308124 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -36284200.000000 Penalty: 6272.439941
	Iteration 121Q: 3 clusters Score -3.62842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308143 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -36284228.000000 Penalty: 6272.439941
	Iteration 122Q: 3 clusters Score -3.628423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308159 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -36284204.000000 Penalty: 6272.439941
	Iteration 123Q: 3 clusters Score -3.62842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308180 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -36284232.000000 Penalty: 6272.439941
	Iteration 124Q: 3 clusters Score -3.628423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308198 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -36284244.000000 Penalty: 6272.439941
	Iteration 125Q: 3 clusters Score -3.628424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308217 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -36284240.000000 Penalty: 6272.439941
	Iteration 126Q: 3 clusters Score -3.628424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308232 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -36284276.000000 Penalty: 6272.439941
	Iteration 127Q: 3 clusters Score -3.628428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308248 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -36284308.000000 Penalty: 6272.439941
	Iteration 128Q: 3 clusters Score -3.628431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308266 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -36284300.000000 Penalty: 6272.439941
	Iteration 129Q: 3 clusters Score -3.62843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308276 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -36284280.000000 Penalty: 6272.439941
	Iteration 130Q: 3 clusters Score -3.628428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308289 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -36284296.000000 Penalty: 6272.439941
	Iteration 131Q: 3 clusters Score -3.62843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308303 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -36284288.000000 Penalty: 6272.439941
	Iteration 132Q: 3 clusters Score -3.628429e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308321 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -36284304.000000 Penalty: 6272.439941
	Iteration 133Q: 3 clusters Score -3.62843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -36284316.000000 Penalty: 6272.439941
	Iteration 134Q: 3 clusters Score -3.628432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308334 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -36284320.000000 Penalty: 6272.439941
	Iteration 135Q: 3 clusters Score -3.628432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308341 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -36284332.000000 Penalty: 6272.439941
	Iteration 136Q: 3 clusters Score -3.628433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308351 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -36284324.000000 Penalty: 6272.439941
	Iteration 137Q: 3 clusters Score -3.628432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308354 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -36284320.000000 Penalty: 6272.439941
	Iteration 138Q: 3 clusters Score -3.628432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308361 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -36284312.000000 Penalty: 6272.439941
	Iteration 139Q: 3 clusters Score -3.628431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308368 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -36284324.000000 Penalty: 6272.439941
	Iteration 140F: 3 clusters Score -3.628432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308372 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -36284320.000000 Penalty: 6272.439941
	Iteration 141Q: 3 clusters Score -3.628432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308378 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -36284344.000000 Penalty: 6272.439941
	Iteration 142Q: 3 clusters Score -3.628434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308384 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -36284328.000000 Penalty: 6272.439941
	Iteration 143Q: 3 clusters Score -3.628433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308393 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -36284308.000000 Penalty: 6272.439941
	Iteration 144Q: 3 clusters Score -3.628431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308399 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -36284336.000000 Penalty: 6272.439941
	Iteration 145Q: 3 clusters Score -3.628434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308410 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -36284324.000000 Penalty: 6272.439941
	Iteration 146Q: 3 clusters Score -3.628432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308420 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -36284340.000000 Penalty: 6272.439941
	Iteration 147Q: 3 clusters Score -3.628434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308425 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -36284348.000000 Penalty: 6272.439941
	Iteration 148Q: 3 clusters Score -3.628435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308432 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -36284312.000000 Penalty: 6272.439941
	Iteration 149Q: 3 clusters Score -3.628431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308439 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -36284328.000000 Penalty: 6272.439941
	Iteration 150Q: 3 clusters Score -3.628433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308446 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -36284332.000000 Penalty: 6272.439941
	Iteration 151Q: 3 clusters Score -3.628433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308449 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -36284360.000000 Penalty: 6272.439941
	Iteration 152Q: 3 clusters Score -3.628436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308451 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -36284340.000000 Penalty: 6272.439941
	Iteration 153Q: 3 clusters Score -3.628434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308454 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -36284328.000000 Penalty: 6272.439941
	Iteration 154Q: 3 clusters Score -3.628433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308456 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -36284328.000000 Penalty: 6272.439941
	Iteration 155Q: 3 clusters Score -3.628433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308459 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -36284332.000000 Penalty: 6272.439941
	Iteration 156Q: 3 clusters Score -3.628433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308460 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -36284332.000000 Penalty: 6272.439941
	Iteration 157Q: 3 clusters Score -3.628433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308460 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -36284332.000000 Penalty: 6272.439941
	Iteration 158F: 3 clusters Score -3.628433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -275354.312500 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -275354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272389.500000 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -272389.5 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -272935.750000 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -272935.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -273128.937500 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -273128.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -273287.687500 Penalty: 3879.733887
	Iteration 3F: 3 clusters Score -273287.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -273432.343750 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -273432.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -273528.843750 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -273528.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -273577.343750 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -273577.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -273618.531250 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -273618.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -273650.250000 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -273650.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -273678.937500 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -273678.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -273703.218750 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -273703.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -273723.468750 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -273723.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -273742.125000 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -273742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -273759.593750 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -273759.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273772.500000 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -273772.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -273783.656250 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -273783.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -273792.937500 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -273792.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -273803.343750 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -273803.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -273811.406250 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -273811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -273816.156250 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -273816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -273821.375000 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -273821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -273827.343750 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -273827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -273830.906250 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -273830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -273835.437500 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -273835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -273838.968750 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -273839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -273843.187500 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -273843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -273846.468750 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -273846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -273851.031250 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -273851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -273854.000000 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -273854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -273858.375000 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -273858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -273861.156250 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -273861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -273865.875000 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -273865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -273871.656250 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -273871.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -273877.125000 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -273877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -273883.781250 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -273883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -273890.125000 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -273890.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -273895.937500 Penalty: 3879.733887
	Iteration 36Q: 3 clusters Score -273895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -273900.156250 Penalty: 3879.733887
	Iteration 37Q: 3 clusters Score -273900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -273901.281250 Penalty: 3879.733887
	Iteration 38Q: 3 clusters Score -273901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -273901.437500 Penalty: 3879.733887
	Iteration 39Q: 3 clusters Score -273901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -273903.000000 Penalty: 3879.733887
	Iteration 40F: 3 clusters Score -273903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -273903.281250 Penalty: 3879.733887
	Iteration 41Q: 3 clusters Score -273903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -273904.750000 Penalty: 3879.733887
	Iteration 42Q: 3 clusters Score -273904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -273906.531250 Penalty: 3879.733887
	Iteration 43Q: 3 clusters Score -273906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -273907.187500 Penalty: 3879.733887
	Iteration 44Q: 3 clusters Score -273907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -273909.531250 Penalty: 3879.733887
	Iteration 45Q: 3 clusters Score -273909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -273911.718750 Penalty: 3879.733887
	Iteration 46Q: 3 clusters Score -273911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -273914.062500 Penalty: 3879.733887
	Iteration 47Q: 3 clusters Score -273914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -273917.343750 Penalty: 3879.733887
	Iteration 48Q: 3 clusters Score -273917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -273919.687500 Penalty: 3879.733887
	Iteration 49Q: 3 clusters Score -273919.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -273921.562500 Penalty: 3879.733887
	Iteration 50Q: 3 clusters Score -273921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -273923.312500 Penalty: 3879.733887
	Iteration 51Q: 3 clusters Score -273923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -273926.656250 Penalty: 3879.733887
	Iteration 52Q: 3 clusters Score -273926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -273928.562500 Penalty: 3879.733887
	Iteration 53Q: 3 clusters Score -273928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -273928.562500 Penalty: 3879.733887
	Iteration 54F: 3 clusters Score -273928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Entering Unmasked Estep 
Score: -6191750.000000 Penalty: 2695.508789
	Iteration 0F: 2 clusters Score -6191750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6156355.000000 Penalty: 5391.017578
	Iteration 0F: 3 clusters Score -6156355 nChanged 24358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -6170194.000000 Penalty: 5391.017578
	Iteration 1F: 3 clusters Score -6170194 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6171191.500000 Penalty: 5391.017578
	Iteration 2F: 3 clusters Score -6171192 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -6172507.000000 Penalty: 5391.017578
	Iteration 3F: 3 clusters Score -6172507 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -6174350.000000 Penalty: 5391.017578
	Iteration 4F: 3 clusters Score -6174350 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -6177001.500000 Penalty: 5391.017578
	Iteration 5F: 3 clusters Score -6177002 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6180563.000000 Penalty: 5391.017578
	Iteration 6F: 3 clusters Score -6180563 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6184407.500000 Penalty: 5391.017578
	Iteration 7F: 3 clusters Score -6184408 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6187025.000000 Penalty: 5391.017578
	Iteration 8F: 3 clusters Score -6187025 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6188426.000000 Penalty: 5391.017578
	Iteration 9Q: 3 clusters Score -6188426 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6189059.000000 Penalty: 5391.017578
	Iteration 10Q: 3 clusters Score -6189059 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6189389.500000 Penalty: 5391.017578
	Iteration 11Q: 3 clusters Score -6189390 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6189609.000000 Penalty: 5391.017578
	Iteration 12Q: 3 clusters Score -6189609 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6189773.500000 Penalty: 5391.017578
	Iteration 13Q: 3 clusters Score -6189774 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6189890.500000 Penalty: 5391.017578
	Iteration 14Q: 3 clusters Score -6189890 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6189994.500000 Penalty: 5391.017578
	Iteration 15Q: 3 clusters Score -6189994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6190047.500000 Penalty: 5391.017578
	Iteration 16Q: 3 clusters Score -6190048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6190082.500000 Penalty: 5391.017578
	Iteration 17Q: 3 clusters Score -6190082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6190102.500000 Penalty: 5391.017578
	Iteration 18Q: 3 clusters Score -6190102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6190127.000000 Penalty: 5391.017578
	Iteration 19Q: 3 clusters Score -6190127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6190124.500000 Penalty: 5391.017578
	Iteration 20F: 3 clusters Score -6190124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6190135.000000 Penalty: 5391.017578
	Iteration 21Q: 3 clusters Score -6190135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6190134.000000 Penalty: 5391.017578
	Iteration 22Q: 3 clusters Score -6190134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6190145.000000 Penalty: 5391.017578
	Iteration 23Q: 3 clusters Score -6190145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6190140.500000 Penalty: 5391.017578
	Iteration 24Q: 3 clusters Score -6190140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6190143.000000 Penalty: 5391.017578
	Iteration 25Q: 3 clusters Score -6190143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6190149.000000 Penalty: 5391.017578
	Iteration 26Q: 3 clusters Score -6190149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6190146.000000 Penalty: 5391.017578
	Iteration 27Q: 3 clusters Score -6190146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6190146.000000 Penalty: 5391.017578
	Iteration 28Q: 3 clusters Score -6190146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6190147.000000 Penalty: 5391.017578
	Iteration 29Q: 3 clusters Score -6190147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6190142.000000 Penalty: 5391.017578
	Iteration 30Q: 3 clusters Score -6190142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6190146.500000 Penalty: 5391.017578
	Iteration 31Q: 3 clusters Score -6190146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6190146.500000 Penalty: 5391.017578
	Iteration 32Q: 3 clusters Score -6190146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6190146.500000 Penalty: 5391.017578
	Iteration 33F: 3 clusters Score -6190146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Entering Unmasked Estep 
Score: -9658829.000000 Penalty: 2808.735596
	Iteration 0F: 2 clusters Score -9658829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -9603188.000000 Penalty: 5617.471191
	Iteration 0F: 3 clusters Score -9603188 nChanged 38998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -9625293.000000 Penalty: 5617.471191
	Iteration 1F: 3 clusters Score -9625293 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -9626023.000000 Penalty: 5617.471191
	Iteration 2Q: 3 clusters Score -9626023 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -9626729.000000 Penalty: 5617.471191
	Iteration 3Q: 3 clusters Score -9626729 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -9627622.000000 Penalty: 5617.471191
	Iteration 4Q: 3 clusters Score -9627622 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -9628914.000000 Penalty: 5617.471191
	Iteration 5Q: 3 clusters Score -9628914 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -9630675.000000 Penalty: 5617.471191
	Iteration 6Q: 3 clusters Score -9630675 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -9633043.000000 Penalty: 5617.471191
	Iteration 7F: 3 clusters Score -9633043 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -9635842.000000 Penalty: 5617.471191
	Iteration 8F: 3 clusters Score -9635842 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -9638730.000000 Penalty: 5617.471191
	Iteration 9F: 3 clusters Score -9638730 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -9641689.000000 Penalty: 5617.471191
	Iteration 10F: 3 clusters Score -9641689 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -9644331.000000 Penalty: 5617.471191
	Iteration 11F: 3 clusters Score -9644331 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -9646450.000000 Penalty: 5617.471191
	Iteration 12Q: 3 clusters Score -9646450 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -9648262.000000 Penalty: 5617.471191
	Iteration 13Q: 3 clusters Score -9648262 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -9649758.000000 Penalty: 5617.471191
	Iteration 14Q: 3 clusters Score -9649758 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -9650772.000000 Penalty: 5617.471191
	Iteration 15Q: 3 clusters Score -9650772 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -9651466.000000 Penalty: 5617.471191
	Iteration 16Q: 3 clusters Score -9651466 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -9651889.000000 Penalty: 5617.471191
	Iteration 17Q: 3 clusters Score -9651889 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -9652229.000000 Penalty: 5617.471191
	Iteration 18Q: 3 clusters Score -9652229 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -9652497.000000 Penalty: 5617.471191
	Iteration 19Q: 3 clusters Score -9652497 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -9652654.000000 Penalty: 5617.471191
	Iteration 20F: 3 clusters Score -9652654 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -9652784.000000 Penalty: 5617.471191
	Iteration 21Q: 3 clusters Score -9652784 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -9652867.000000 Penalty: 5617.471191
	Iteration 22Q: 3 clusters Score -9652867 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9652903.000000 Penalty: 5617.471191
	Iteration 23Q: 3 clusters Score -9652903 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9652935.000000 Penalty: 5617.471191
	Iteration 24Q: 3 clusters Score -9652935 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -9653027.000000 Penalty: 5617.471191
	Iteration 25Q: 3 clusters Score -9653027 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -9653038.000000 Penalty: 5617.471191
	Iteration 26Q: 3 clusters Score -9653038 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -9653079.000000 Penalty: 5617.471191
	Iteration 27Q: 3 clusters Score -9653079 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -9653106.000000 Penalty: 5617.471191
	Iteration 28Q: 3 clusters Score -9653106 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -9653130.000000 Penalty: 5617.471191
	Iteration 29Q: 3 clusters Score -9653130 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -9653123.000000 Penalty: 5617.471191
	Iteration 30Q: 3 clusters Score -9653123 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -9653156.000000 Penalty: 5617.471191
	Iteration 31Q: 3 clusters Score -9653156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -9653171.000000 Penalty: 5617.471191
	Iteration 32Q: 3 clusters Score -9653171 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -9653161.000000 Penalty: 5617.471191
	Iteration 33Q: 3 clusters Score -9653161 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -9653196.000000 Penalty: 5617.471191
	Iteration 34Q: 3 clusters Score -9653196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -9653213.000000 Penalty: 5617.471191
	Iteration 35Q: 3 clusters Score -9653213 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -9653241.000000 Penalty: 5617.471191
	Iteration 36Q: 3 clusters Score -9653241 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -9653247.000000 Penalty: 5617.471191
	Iteration 37Q: 3 clusters Score -9653247 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -9653295.000000 Penalty: 5617.471191
	Iteration 38Q: 3 clusters Score -9653295 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -9653354.000000 Penalty: 5617.471191
	Iteration 39Q: 3 clusters Score -9653354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -9653362.000000 Penalty: 5617.471191
	Iteration 40F: 3 clusters Score -9653362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -9653380.000000 Penalty: 5617.471191
	Iteration 41Q: 3 clusters Score -9653380 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -9653406.000000 Penalty: 5617.471191
	Iteration 42Q: 3 clusters Score -9653406 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -9653397.000000 Penalty: 5617.471191
	Iteration 43Q: 3 clusters Score -9653397 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -9653415.000000 Penalty: 5617.471191
	Iteration 44Q: 3 clusters Score -9653415 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -9653466.000000 Penalty: 5617.471191
	Iteration 45Q: 3 clusters Score -9653466 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -9653510.000000 Penalty: 5617.471191
	Iteration 46Q: 3 clusters Score -9653510 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -9653538.000000 Penalty: 5617.471191
	Iteration 47Q: 3 clusters Score -9653538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -9653550.000000 Penalty: 5617.471191
	Iteration 48Q: 3 clusters Score -9653550 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -9653586.000000 Penalty: 5617.471191
	Iteration 49Q: 3 clusters Score -9653586 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -9653610.000000 Penalty: 5617.471191
	Iteration 50Q: 3 clusters Score -9653610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -9653628.000000 Penalty: 5617.471191
	Iteration 51Q: 3 clusters Score -9653628 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -9653633.000000 Penalty: 5617.471191
	Iteration 52Q: 3 clusters Score -9653633 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -9653662.000000 Penalty: 5617.471191
	Iteration 53Q: 3 clusters Score -9653662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -9653675.000000 Penalty: 5617.471191
	Iteration 54Q: 3 clusters Score -9653675 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -9653723.000000 Penalty: 5617.471191
	Iteration 55Q: 3 clusters Score -9653723 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -9653719.000000 Penalty: 5617.471191
	Iteration 56Q: 3 clusters Score -9653719 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -9653737.000000 Penalty: 5617.471191
	Iteration 57Q: 3 clusters Score -9653737 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9653760.000000 Penalty: 5617.471191
	Iteration 58Q: 3 clusters Score -9653760 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9653778 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9653824 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9653942 nChanged 276
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Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9653987 nChanged 277
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Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9654031 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9654047 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9654049 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9654047 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9654081 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9654065 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9654082 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9654078 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9654103 nChanged 223
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Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9654105 nChanged 244
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Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9654101 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9654120 nChanged 194
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Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9654151 nChanged 175
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9654162 nChanged 201
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Mstep: Class 1 contains 49001 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9654185 nChanged 206
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Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9654213 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49729 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9654247 nChanged 165
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Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9654287 nChanged 142
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Mstep: Class 1 contains 50188 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9654290 nChanged 147
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Mstep: Class 1 contains 50333 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9654308 nChanged 128
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9654330 nChanged 128
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9654313 nChanged 132
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50994 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9654361 nChanged 114
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9654347 nChanged 114
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Mstep: Class 1 contains 51365 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9654359 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51478 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9654361 nChanged 128
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Mstep: Class 1 contains 51606 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9654360 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51722 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9654377 nChanged 95
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Mstep: Class 1 contains 51817 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9654400 nChanged 91
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Mstep: Class 1 contains 51908 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9654380 nChanged 91
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9654371 nChanged 90
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9654397 nChanged 76
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	Iteration 109Q: 3 clusters Score -9654407 nChanged 84
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9654473 nChanged 98
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9654480 nChanged 85
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53640 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9654534 nChanged 96
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9654534 nChanged 96
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9654537 nChanged 91
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	Iteration 129Q: 3 clusters Score -9654550 nChanged 64
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	Iteration 132Q: 3 clusters Score -9654537 nChanged 79
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	Iteration 133Q: 3 clusters Score -9654560 nChanged 87
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	Iteration 135Q: 3 clusters Score -9654554 nChanged 90
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	Iteration 137Q: 3 clusters Score -9654582 nChanged 70
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	Iteration 139Q: 3 clusters Score -9654587 nChanged 59
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9654606 nChanged 60
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	Iteration 141Q: 3 clusters Score -9654615 nChanged 64
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	Iteration 142Q: 3 clusters Score -9654603 nChanged 54
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	Iteration 143Q: 3 clusters Score -9654611 nChanged 43
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	Iteration 144Q: 3 clusters Score -9654615 nChanged 46
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	Iteration 145Q: 3 clusters Score -9654602 nChanged 52
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	Iteration 146Q: 3 clusters Score -9654592 nChanged 45
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	Iteration 147Q: 3 clusters Score -9654596 nChanged 49
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	Iteration 148Q: 3 clusters Score -9654591 nChanged 41
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	Iteration 149Q: 3 clusters Score -9654618 nChanged 40
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	Iteration 150Q: 3 clusters Score -9654613 nChanged 37
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9654625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9654627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9654633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9654623 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9654632 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9654623 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9654609 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9654610 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9654612 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9654628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9654622 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9654613 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56054 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9654625 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56110 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9654641 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9654635 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9654639 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9654656 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9654646 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9654635 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9654663 nChanged 68
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Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9654684 nChanged 64
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Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9654671 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9654675 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9654664 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9654653 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9654664 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9654678 nChanged 40
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Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9654661 nChanged 41
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Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9654677 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9654678 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9654671 nChanged 48
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Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9654677 nChanged 39
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Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9654667 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9654670 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9654680 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9654664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9654660 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9654661 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9654655 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9654659 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9654659 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9654661 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57475 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9654667 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9654645 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57520 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9654644 nChanged 20
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Mstep: Class 1 contains 57540 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9654650 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9654652 nChanged 22
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Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9654649 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57608 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9654660 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57640 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9654647 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9654651 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9654636 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57719 members 
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	Iteration 203Q: 3 clusters Score -9654651 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9654666 nChanged 20
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Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9654664 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57779 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9654642 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57799 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9654662 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57816 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9654653 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57833 members 
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	Iteration 209Q: 3 clusters Score -9654662 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57847 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9654659 nChanged 12
Entering Unmasked Mstep 
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	Iteration 211Q: 3 clusters Score -9654657 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 25039 members 
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	Iteration 212Q: 3 clusters Score -9654651 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9654663 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57925 members 
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	Iteration 214Q: 3 clusters Score -9654653 nChanged 29
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	Iteration 215Q: 3 clusters Score -9654671 nChanged 33
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	Iteration 216Q: 3 clusters Score -9654659 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9654660 nChanged 25
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	Iteration 218Q: 3 clusters Score -9654666 nChanged 25
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	Iteration 219Q: 3 clusters Score -9654674 nChanged 20
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	Iteration 220F: 3 clusters Score -9654685 nChanged 24
Entering Unmasked Mstep 
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	Iteration 221Q: 3 clusters Score -9654696 nChanged 25
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	Iteration 222Q: 3 clusters Score -9654697 nChanged 24
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	Iteration 223Q: 3 clusters Score -9654684 nChanged 20
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	Iteration 224Q: 3 clusters Score -9654691 nChanged 17
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	Iteration 225Q: 3 clusters Score -9654688 nChanged 13
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	Iteration 226Q: 3 clusters Score -9654692 nChanged 18
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	Iteration 227Q: 3 clusters Score -9654684 nChanged 10
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	Iteration 228Q: 3 clusters Score -9654684 nChanged 10
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	Iteration 229Q: 3 clusters Score -9654683 nChanged 11
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	Iteration 230Q: 3 clusters Score -9654683 nChanged 13
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	Iteration 231Q: 3 clusters Score -9654693 nChanged 15
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	Iteration 232Q: 3 clusters Score -9654681 nChanged 10
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	Iteration 233Q: 3 clusters Score -9654683 nChanged 13
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	Iteration 234Q: 3 clusters Score -9654678 nChanged 10
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	Iteration 235Q: 3 clusters Score -9654674 nChanged 10
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	Iteration 236Q: 3 clusters Score -9654685 nChanged 15
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	Iteration 237Q: 3 clusters Score -9654685 nChanged 13
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	Iteration 238Q: 3 clusters Score -9654687 nChanged 15
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	Iteration 239Q: 3 clusters Score -9654687 nChanged 17
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	Iteration 240F: 3 clusters Score -9654679 nChanged 15
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	Iteration 241Q: 3 clusters Score -9654679 nChanged 15
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	Iteration 242Q: 3 clusters Score -9654672 nChanged 7
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	Iteration 243Q: 3 clusters Score -9654677 nChanged 7
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Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9654672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9654671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9654671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9654664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9654664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9654660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9654673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9654680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9654680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9654667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9654674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9654678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9654682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9654686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9654686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9654674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -9654666.000000 Penalty: 5617.471191
	Iteration 260F: 3 clusters Score -9654666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9654683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9654674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9654676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9654685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9654684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9654677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -9654692.000000 Penalty: 5617.471191
	Iteration 267Q: 3 clusters Score -9654692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9654691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9654680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9654685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9654677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9654679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -9654672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9654681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9654681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9654692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9654705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9654700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9654706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9654705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9654695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -9654703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -9654693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -9654700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -9654695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -9654700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -9654695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -9654697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -9654696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -9654705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -9654706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -9654711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
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Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -9654723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -9654721 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59206 members 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -9654717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -9654737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -9654735 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -9654737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -9654735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -9654727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -9654738 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -9654725 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -9654739 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -9654757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -9654740 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -9654753 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -9654748 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -9654739 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -9654744 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -9654737 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59591 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -9654753 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59626 members 
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -9654748 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59654 members 
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Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -9654749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
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Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -9654734 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -9654737 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59732 members 
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -9654743 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -9654741 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9654727 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -9654720 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9654745 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -9654729 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -9654719 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -9654721 nChanged 10
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -9654722 nChanged 13
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -9654725 nChanged 9
Entering Unmasked Mstep 
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	Iteration 326Q: 3 clusters Score -9654727 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -9654738 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -9654732 nChanged 11
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	Iteration 329Q: 3 clusters Score -9654737 nChanged 16
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	Iteration 330Q: 3 clusters Score -9654732 nChanged 12
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	Iteration 331Q: 3 clusters Score -9654732 nChanged 10
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	Iteration 332Q: 3 clusters Score -9654737 nChanged 10
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -9654736 nChanged 11
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	Iteration 334Q: 3 clusters Score -9654749 nChanged 12
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -9654747 nChanged 11
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	Iteration 336Q: 3 clusters Score -9654741 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60077 members 
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -9654733 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60099 members 
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Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -9654732 nChanged 19
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Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -9654745 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -9654753 nChanged 19
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Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -9654754 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -9654752 nChanged 18
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Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -9654758 nChanged 18
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Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -9654758 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60227 members 
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Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -9654755 nChanged 28
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Mstep: Class 1 contains 60255 members 
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -9654754 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60291 members 
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -9654749 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -9654747 nChanged 29
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Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -9654737 nChanged 29
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Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -9654730 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -9654732 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -9654724 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -9654728 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -9654728 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -9654724 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60609 members 
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -9654733 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -9654728 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -9654738 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60719 members 
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Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -9654747 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -9654734 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60828 members 
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Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -9654721 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -9654727 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60935 members 
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -9654732 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -9654737 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -9654723 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61096 members 
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Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -9654732 nChanged 55
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Mstep: Class 1 contains 61149 members 
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Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -9654715 nChanged 64
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Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -9654726 nChanged 72
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61362 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61447 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61612 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61689 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61767 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61912 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61987 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62071 members 
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Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -9654712 nChanged 76
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Mstep: Class 1 contains 62145 members 
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Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -9654714 nChanged 95
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Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -9654724 nChanged 96
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Mstep: Class 1 contains 62334 members 
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Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -9654716 nChanged 86
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Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -9654726 nChanged 88
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Mstep: Class 1 contains 62506 members 
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Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -9654730 nChanged 84
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Mstep: Class 1 contains 62590 members 
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Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -9654750 nChanged 93
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Mstep: Class 1 contains 62683 members 
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	Iteration 386Q: 3 clusters Score -9654781 nChanged 93
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Mstep: Class 1 contains 62776 members 
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	Iteration 387Q: 3 clusters Score -9654816 nChanged 93
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Mstep: Class 1 contains 62869 members 
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Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -9654810 nChanged 84
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Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -9654822 nChanged 83
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Mstep: Class 1 contains 63032 members 
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Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -9654823 nChanged 86
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Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63214 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63308 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63411 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63532 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -9654936 nChanged 105
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Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -9654928 nChanged 109
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Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -9654930 nChanged 102
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Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64400 members 
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Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -9654923 nChanged 90
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Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -9654916 nChanged 116
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Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65065 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65230 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 17507 members 
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Mstep: Class 1 contains 65592 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65780 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65972 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -9655142 nChanged 180
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	Iteration 415Q: 3 clusters Score -9655165 nChanged 190
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Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 16401 members 
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	Iteration 416Q: 3 clusters Score -9655202 nChanged 171
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Mstep: Class 1 contains 66681 members 
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Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -9655207 nChanged 185
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Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -9655235 nChanged 184
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Mstep: Class 2 contains 15863 members 
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	Iteration 419Q: 3 clusters Score -9655240 nChanged 200
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	Iteration 420F: 3 clusters Score -9655234 nChanged 216
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Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -9655255 nChanged 190
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Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -9655284 nChanged 217
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Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -9655326 nChanged 254
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Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -9655404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -9655420 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -9655457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -9655480 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -9655526 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -9655552 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 434Q: 3 clusters Score -9655578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -9655615 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -9655621 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -9655647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -9655676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -9655696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
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	Iteration 440F: 3 clusters Score -9655719 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -9655764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -9655748 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -9655801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
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	Iteration 444Q: 3 clusters Score -9655827 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -9655875 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -9655870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 447Q: 3 clusters Score -9655888 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -9655926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -9655952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -9656006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
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	Iteration 451Q: 3 clusters Score -9656051 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -9656104.000000 Penalty: 5617.471191
	Iteration 452Q: 3 clusters Score -9656104 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
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	Iteration 453Q: 3 clusters Score -9656096 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
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	Iteration 454Q: 3 clusters Score -9656107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -9656135.000000 Penalty: 5617.471191
	Iteration 455Q: 3 clusters Score -9656135 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -9656141.000000 Penalty: 5617.471191
	Iteration 456Q: 3 clusters Score -9656141 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
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	Iteration 457Q: 3 clusters Score -9656189 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
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	Iteration 458Q: 3 clusters Score -9656185 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
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	Iteration 459Q: 3 clusters Score -9656194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -9656244.000000 Penalty: 5617.471191
	Iteration 460F: 3 clusters Score -9656244 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
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	Iteration 461Q: 3 clusters Score -9656299 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
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	Iteration 462Q: 3 clusters Score -9656318 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 463Q: 3 clusters Score -9656355 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 464Q: 3 clusters Score -9656382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -9656406.000000 Penalty: 5617.471191
	Iteration 465Q: 3 clusters Score -9656406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
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	Iteration 466Q: 3 clusters Score -9656440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -9656476.000000 Penalty: 5617.471191
	Iteration 467Q: 3 clusters Score -9656476 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -9656514.000000 Penalty: 5617.471191
	Iteration 468Q: 3 clusters Score -9656514 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -9656560.000000 Penalty: 5617.471191
	Iteration 469Q: 3 clusters Score -9656560 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -9656585.000000 Penalty: 5617.471191
	Iteration 470Q: 3 clusters Score -9656585 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -9656628.000000 Penalty: 5617.471191
	Iteration 471Q: 3 clusters Score -9656628 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -9656663.000000 Penalty: 5617.471191
	Iteration 472Q: 3 clusters Score -9656663 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 473Q: 3 clusters Score -9656676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -9656693 nChanged 112
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Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -9656715 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
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	Iteration 476Q: 3 clusters Score -9656747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
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	Iteration 477Q: 3 clusters Score -9656759 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
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	Iteration 478Q: 3 clusters Score -9656771 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
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	Iteration 479Q: 3 clusters Score -9656792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9656790.000000 Penalty: 5617.471191
	Iteration 480F: 3 clusters Score -9656790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -9656800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 482Q: 3 clusters Score -9656796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -9656814.000000 Penalty: 5617.471191
	Iteration 483Q: 3 clusters Score -9656814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
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	Iteration 484Q: 3 clusters Score -9656814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -9656803.000000 Penalty: 5617.471191
	Iteration 485Q: 3 clusters Score -9656803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
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	Iteration 486Q: 3 clusters Score -9656803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
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	Iteration 487Q: 3 clusters Score -9656835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9656832.000000 Penalty: 5617.471191
	Iteration 488Q: 3 clusters Score -9656832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9656849.000000 Penalty: 5617.471191
	Iteration 489Q: 3 clusters Score -9656849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
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	Iteration 490Q: 3 clusters Score -9656849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
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	Iteration 491Q: 3 clusters Score -9656858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 492Q: 3 clusters Score -9656865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 493Q: 3 clusters Score -9656876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9656884.000000 Penalty: 5617.471191
	Iteration 494Q: 3 clusters Score -9656884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 495Q: 3 clusters Score -9656905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9656903.000000 Penalty: 5617.471191
	Iteration 496Q: 3 clusters Score -9656903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -9656899.000000 Penalty: 5617.471191
	Iteration 497Q: 3 clusters Score -9656899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -9656914.000000 Penalty: 5617.471191
	Iteration 498Q: 3 clusters Score -9656914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9656909.000000 Penalty: 5617.471191
	Iteration 499Q: 3 clusters Score -9656909 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 500F: 3 clusters Score -9656913 nChanged 30
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 16 (83530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83530 members 
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	Iteration 0F: 2 clusters Score -9909379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41775 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9853538 nChanged 39163
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Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9875702 nChanged 2614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9876271 nChanged 2556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9876872 nChanged 2629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9877534 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9878331 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9879461 nChanged 3581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9880982 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9883312 nChanged 4890
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Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9886701 nChanged 5412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9891118 nChanged 5277
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Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9895238 nChanged 4069
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9897500 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9898485 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -9899071.000000 Penalty: 5621.148926
	Iteration 14Q: 3 clusters Score -9899071 nChanged 1538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9899701 nChanged 1445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -9900284.000000 Penalty: 5621.148926
	Iteration 16Q: 3 clusters Score -9900284 nChanged 1364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9900825 nChanged 1272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9902138 nChanged 1091
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Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9902837 nChanged 956
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Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9903142 nChanged 886
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9903396 nChanged 844
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9903629 nChanged 845
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Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9903810 nChanged 820
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Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9904060 nChanged 839
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Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9904362 nChanged 805
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Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9904655 nChanged 775
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Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9904943 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9905197 nChanged 700
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Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9905418 nChanged 648
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Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9905633 nChanged 611
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Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9905862 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7519 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9905946 nChanged 501
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Mstep: Class 1 contains 7020 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9906111 nChanged 460
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Mstep: Class 1 contains 6560 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9906235 nChanged 423
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Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9906354 nChanged 371
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Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9906535 nChanged 356
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9906635 nChanged 305
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Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9906754 nChanged 289
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Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9906832 nChanged 267
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Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3973 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9907135 nChanged 145
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Mstep: Class 1 contains 3311 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 80361 members 
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Mstep: Class 1 contains 3046 members 
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Mstep: Class 1 contains 2788 members 
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	Iteration 53Q: 3 clusters Score -9907345 nChanged 129
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Mstep: Class 1 contains 2667 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9907391 nChanged 105
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Mstep: Class 1 contains 2568 members 
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Mstep: Class 1 contains 2479 members 
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Mstep: Class 1 contains 2354 members 
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Mstep: Class 1 contains 2306 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9907543 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9907574 nChanged 43
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Mstep: Class 1 contains 2183 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9907582 nChanged 25
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9907592 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2141 members 
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	Iteration 64Q: 3 clusters Score -9907610 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
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	Iteration 65Q: 3 clusters Score -9907597 nChanged 19
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Mstep: Class 1 contains 2109 members 
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	Iteration 66Q: 3 clusters Score -9907601 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2093 members 
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	Iteration 67Q: 3 clusters Score -9907599 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2078 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9907600 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2069 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9907594 nChanged 9
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Mstep: Class 1 contains 2060 members 
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	Iteration 70Q: 3 clusters Score -9907588 nChanged 17
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Mstep: Class 1 contains 2043 members 
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	Iteration 71Q: 3 clusters Score -9907584 nChanged 16
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Mstep: Class 1 contains 2027 members 
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	Iteration 72Q: 3 clusters Score -9907595 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2016 members 
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	Iteration 73Q: 3 clusters Score -9907599 nChanged 17
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Mstep: Class 1 contains 1999 members 
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	Iteration 74Q: 3 clusters Score -9907615 nChanged 14
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Mstep: Class 1 contains 1987 members 
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	Iteration 75Q: 3 clusters Score -9907609 nChanged 14
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Mstep: Class 1 contains 1973 members 
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	Iteration 76Q: 3 clusters Score -9907618 nChanged 16
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Mstep: Class 1 contains 1959 members 
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	Iteration 77Q: 3 clusters Score -9907614 nChanged 7
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Mstep: Class 1 contains 1954 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9907616 nChanged 12
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Mstep: Class 1 contains 1944 members 
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	Iteration 79Q: 3 clusters Score -9907608 nChanged 8
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Mstep: Class 1 contains 1936 members 
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	Iteration 80F: 3 clusters Score -9907609 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1927 members 
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	Iteration 81Q: 3 clusters Score -9907612 nChanged 8
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	Iteration 82Q: 3 clusters Score -9907604 nChanged 6
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	Iteration 83Q: 3 clusters Score -9907610 nChanged 7
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	Iteration 84Q: 3 clusters Score -9907610 nChanged 6
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	Iteration 85Q: 3 clusters Score -9907605 nChanged 6
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	Iteration 86Q: 3 clusters Score -9907609 nChanged 5
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	Iteration 87Q: 3 clusters Score -9907614 nChanged 5
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	Iteration 88Q: 3 clusters Score -9907608 nChanged 6
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Mstep: Class 1 contains 1882 members 
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	Iteration 89Q: 3 clusters Score -9907608 nChanged 5
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Mstep: Class 1 contains 1877 members 
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	Iteration 90Q: 3 clusters Score -9907595 nChanged 4
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	Iteration 91Q: 3 clusters Score -9907607 nChanged 7
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	Iteration 92Q: 3 clusters Score -9907594 nChanged 4
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	Iteration 93Q: 3 clusters Score -9907596 nChanged 7
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	Iteration 94Q: 3 clusters Score -9907595 nChanged 4
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	Iteration 95Q: 3 clusters Score -9907600 nChanged 1
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	Iteration 96Q: 3 clusters Score -9907602 nChanged 3
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	Iteration 97Q: 3 clusters Score -9907604 nChanged 2
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	Iteration 98Q: 3 clusters Score -9907607 nChanged 1
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	Iteration 99Q: 3 clusters Score -9907608 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1856 members 
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	Iteration 100F: 3 clusters Score -9907609 nChanged 3
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	Iteration 101Q: 3 clusters Score -9907601 nChanged 3
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	Iteration 102Q: 3 clusters Score -9907610 nChanged 3
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	Iteration 103Q: 3 clusters Score -9907607 nChanged 2
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	Iteration 104Q: 3 clusters Score -9907608 nChanged 4
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	Iteration 105Q: 3 clusters Score -9907610 nChanged 4
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	Iteration 106Q: 3 clusters Score -9907606 nChanged 5
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	Iteration 107Q: 3 clusters Score -9907610 nChanged 2
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9907621 nChanged 2
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	Iteration 109Q: 3 clusters Score -9907621 nChanged 0
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	Iteration 110F: 3 clusters Score -9907621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Entering Unmasked Estep 
Score: -21036088.000000 Penalty: 2998.556641
	Iteration 0F: 2 clusters Score -2.103609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -20918314.000000 Penalty: 5997.113281
	Iteration 0F: 3 clusters Score -2.091831e+07 nChanged 85375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -20968192.000000 Penalty: 5997.113281
	Iteration 1F: 3 clusters Score -2.096819e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -20969280.000000 Penalty: 5997.113281
	Iteration 2Q: 3 clusters Score -2.096928e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -20970280.000000 Penalty: 5997.113281
	Iteration 3Q: 3 clusters Score -2.097028e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -20971690.000000 Penalty: 5997.113281
	Iteration 4Q: 3 clusters Score -2.097169e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -20973790.000000 Penalty: 5997.113281
	Iteration 5Q: 3 clusters Score -2.097379e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -20977272.000000 Penalty: 5997.113281
	Iteration 6Q: 3 clusters Score -2.097727e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -20982840.000000 Penalty: 5997.113281
	Iteration 7F: 3 clusters Score -2.098284e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -20991178.000000 Penalty: 5997.113281
	Iteration 8F: 3 clusters Score -2.099118e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -21001440.000000 Penalty: 5997.113281
	Iteration 9F: 3 clusters Score -2.100144e+07 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -21008376.000000 Penalty: 5997.113281
	Iteration 10F: 3 clusters Score -2.100838e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103289 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -21011000.000000 Penalty: 5997.113281
	Iteration 11Q: 3 clusters Score -2.1011e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -21012078.000000 Penalty: 5997.113281
	Iteration 12Q: 3 clusters Score -2.101208e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -21012986.000000 Penalty: 5997.113281
	Iteration 13Q: 3 clusters Score -2.101299e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -21013876.000000 Penalty: 5997.113281
	Iteration 14Q: 3 clusters Score -2.101388e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -21014728.000000 Penalty: 5997.113281
	Iteration 15Q: 3 clusters Score -2.101473e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -21015486.000000 Penalty: 5997.113281
	Iteration 16Q: 3 clusters Score -2.101549e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -21016154.000000 Penalty: 5997.113281
	Iteration 17Q: 3 clusters Score -2.101615e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -21016878.000000 Penalty: 5997.113281
	Iteration 18Q: 3 clusters Score -2.101688e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -21017684.000000 Penalty: 5997.113281
	Iteration 19Q: 3 clusters Score -2.101768e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118295 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -21018238.000000 Penalty: 5997.113281
	Iteration 20F: 3 clusters Score -2.101824e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -21018774.000000 Penalty: 5997.113281
	Iteration 21Q: 3 clusters Score -2.101877e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -21019274.000000 Penalty: 5997.113281
	Iteration 22Q: 3 clusters Score -2.101927e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -21019776.000000 Penalty: 5997.113281
	Iteration 23Q: 3 clusters Score -2.101978e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -21020152.000000 Penalty: 5997.113281
	Iteration 24Q: 3 clusters Score -2.102015e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -21020622.000000 Penalty: 5997.113281
	Iteration 25Q: 3 clusters Score -2.102062e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -21021010.000000 Penalty: 5997.113281
	Iteration 26Q: 3 clusters Score -2.102101e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130482 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -21021428.000000 Penalty: 5997.113281
	Iteration 27Q: 3 clusters Score -2.102143e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132267 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -21021782.000000 Penalty: 5997.113281
	Iteration 28Q: 3 clusters Score -2.102178e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134159 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -21022260.000000 Penalty: 5997.113281
	Iteration 29Q: 3 clusters Score -2.102226e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136105 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -21022728.000000 Penalty: 5997.113281
	Iteration 30Q: 3 clusters Score -2.102273e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138058 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -21023238.000000 Penalty: 5997.113281
	Iteration 31Q: 3 clusters Score -2.102324e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -21023816.000000 Penalty: 5997.113281
	Iteration 32Q: 3 clusters Score -2.102382e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141910 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -21024274.000000 Penalty: 5997.113281
	Iteration 33Q: 3 clusters Score -2.102427e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143807 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -21024766.000000 Penalty: 5997.113281
	Iteration 34Q: 3 clusters Score -2.102477e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145731 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -21025260.000000 Penalty: 5997.113281
	Iteration 35Q: 3 clusters Score -2.102526e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -21025662.000000 Penalty: 5997.113281
	Iteration 36Q: 3 clusters Score -2.102566e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -21026410.000000 Penalty: 5997.113281
	Iteration 37Q: 3 clusters Score -2.102641e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -21026936.000000 Penalty: 5997.113281
	Iteration 38Q: 3 clusters Score -2.102694e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -21027586.000000 Penalty: 5997.113281
	Iteration 39Q: 3 clusters Score -2.102759e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -21028028.000000 Penalty: 5997.113281
	Iteration 40F: 3 clusters Score -2.102803e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -21028630.000000 Penalty: 5997.113281
	Iteration 41Q: 3 clusters Score -2.102863e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -21029208.000000 Penalty: 5997.113281
	Iteration 42Q: 3 clusters Score -2.102921e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -21029762.000000 Penalty: 5997.113281
	Iteration 43Q: 3 clusters Score -2.102976e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -21030160.000000 Penalty: 5997.113281
	Iteration 44Q: 3 clusters Score -2.103016e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -21030686.000000 Penalty: 5997.113281
	Iteration 45Q: 3 clusters Score -2.103069e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164968 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -21031086.000000 Penalty: 5997.113281
	Iteration 46Q: 3 clusters Score -2.103109e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -21031354.000000 Penalty: 5997.113281
	Iteration 47Q: 3 clusters Score -2.103135e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167539 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -21031752.000000 Penalty: 5997.113281
	Iteration 48Q: 3 clusters Score -2.103175e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -21031982.000000 Penalty: 5997.113281
	Iteration 49Q: 3 clusters Score -2.103198e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -21032262.000000 Penalty: 5997.113281
	Iteration 50Q: 3 clusters Score -2.103226e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -21032538.000000 Penalty: 5997.113281
	Iteration 51Q: 3 clusters Score -2.103254e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -21032750.000000 Penalty: 5997.113281
	Iteration 52Q: 3 clusters Score -2.103275e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -21032846.000000 Penalty: 5997.113281
	Iteration 53Q: 3 clusters Score -2.103285e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172554 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -21033114.000000 Penalty: 5997.113281
	Iteration 54Q: 3 clusters Score -2.103311e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -21033276.000000 Penalty: 5997.113281
	Iteration 55Q: 3 clusters Score -2.103328e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -21033418.000000 Penalty: 5997.113281
	Iteration 56Q: 3 clusters Score -2.103342e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174003 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -21033526.000000 Penalty: 5997.113281
	Iteration 57Q: 3 clusters Score -2.103353e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174392 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -21033624.000000 Penalty: 5997.113281
	Iteration 58Q: 3 clusters Score -2.103362e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -21033700.000000 Penalty: 5997.113281
	Iteration 59Q: 3 clusters Score -2.10337e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21033752.000000 Penalty: 5997.113281
	Iteration 60F: 3 clusters Score -2.103375e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175159 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -21033856.000000 Penalty: 5997.113281
	Iteration 61Q: 3 clusters Score -2.103386e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -21033816.000000 Penalty: 5997.113281
	Iteration 62Q: 3 clusters Score -2.103382e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21033828.000000 Penalty: 5997.113281
	Iteration 63Q: 3 clusters Score -2.103383e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175540 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21033866.000000 Penalty: 5997.113281
	Iteration 64Q: 3 clusters Score -2.103387e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175651 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21033912.000000 Penalty: 5997.113281
	Iteration 65Q: 3 clusters Score -2.103391e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -21033898.000000 Penalty: 5997.113281
	Iteration 66Q: 3 clusters Score -2.10339e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21033958.000000 Penalty: 5997.113281
	Iteration 67Q: 3 clusters Score -2.103396e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175862 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21033978.000000 Penalty: 5997.113281
	Iteration 68Q: 3 clusters Score -2.103398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21033998.000000 Penalty: 5997.113281
	Iteration 69Q: 3 clusters Score -2.1034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21034006.000000 Penalty: 5997.113281
	Iteration 70Q: 3 clusters Score -2.103401e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21034006.000000 Penalty: 5997.113281
	Iteration 71Q: 3 clusters Score -2.103401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21034014.000000 Penalty: 5997.113281
	Iteration 72Q: 3 clusters Score -2.103401e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21034000.000000 Penalty: 5997.113281
	Iteration 73Q: 3 clusters Score -2.1034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -21034022.000000 Penalty: 5997.113281
	Iteration 74Q: 3 clusters Score -2.103402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21033996.000000 Penalty: 5997.113281
	Iteration 75Q: 3 clusters Score -2.1034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21034028.000000 Penalty: 5997.113281
	Iteration 76Q: 3 clusters Score -2.103403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -21034026.000000 Penalty: 5997.113281
	Iteration 77Q: 3 clusters Score -2.103403e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21034042.000000 Penalty: 5997.113281
	Iteration 78Q: 3 clusters Score -2.103404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176310 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21034058.000000 Penalty: 5997.113281
	Iteration 79Q: 3 clusters Score -2.103406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21034062.000000 Penalty: 5997.113281
	Iteration 80F: 3 clusters Score -2.103406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176360 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21034084.000000 Penalty: 5997.113281
	Iteration 81Q: 3 clusters Score -2.103408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176390 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21034082.000000 Penalty: 5997.113281
	Iteration 82Q: 3 clusters Score -2.103408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176418 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -21034084.000000 Penalty: 5997.113281
	Iteration 83Q: 3 clusters Score -2.103408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -21034086.000000 Penalty: 5997.113281
	Iteration 84Q: 3 clusters Score -2.103409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176465 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -21034112.000000 Penalty: 5997.113281
	Iteration 85Q: 3 clusters Score -2.103411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -21034110.000000 Penalty: 5997.113281
	Iteration 86Q: 3 clusters Score -2.103411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21034126.000000 Penalty: 5997.113281
	Iteration 87Q: 3 clusters Score -2.103413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176520 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21034138.000000 Penalty: 5997.113281
	Iteration 88Q: 3 clusters Score -2.103414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21034136.000000 Penalty: 5997.113281
	Iteration 89Q: 3 clusters Score -2.103414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176540 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21034152.000000 Penalty: 5997.113281
	Iteration 90Q: 3 clusters Score -2.103415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176548 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -21034146.000000 Penalty: 5997.113281
	Iteration 91Q: 3 clusters Score -2.103415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176557 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21034160.000000 Penalty: 5997.113281
	Iteration 92Q: 3 clusters Score -2.103416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21034164.000000 Penalty: 5997.113281
	Iteration 93Q: 3 clusters Score -2.103416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21034186.000000 Penalty: 5997.113281
	Iteration 94Q: 3 clusters Score -2.103419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176601 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21034178.000000 Penalty: 5997.113281
	Iteration 95Q: 3 clusters Score -2.103418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176619 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -21034188.000000 Penalty: 5997.113281
	Iteration 96Q: 3 clusters Score -2.103419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21034178.000000 Penalty: 5997.113281
	Iteration 97Q: 3 clusters Score -2.103418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21034184.000000 Penalty: 5997.113281
	Iteration 98Q: 3 clusters Score -2.103418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -21034206.000000 Penalty: 5997.113281
	Iteration 99Q: 3 clusters Score -2.103421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -21034204.000000 Penalty: 5997.113281
	Iteration 100F: 3 clusters Score -2.10342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176658 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -21034206.000000 Penalty: 5997.113281
	Iteration 101Q: 3 clusters Score -2.103421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176664 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21034198.000000 Penalty: 5997.113281
	Iteration 102Q: 3 clusters Score -2.10342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176667 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21034220.000000 Penalty: 5997.113281
	Iteration 103Q: 3 clusters Score -2.103422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176669 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21034204.000000 Penalty: 5997.113281
	Iteration 104Q: 3 clusters Score -2.10342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176671 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -21034200.000000 Penalty: 5997.113281
	Iteration 105Q: 3 clusters Score -2.10342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176673 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21034196.000000 Penalty: 5997.113281
	Iteration 106Q: 3 clusters Score -2.10342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176673 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21034196.000000 Penalty: 5997.113281
	Iteration 107F: 3 clusters Score -2.10342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -480648.968750 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -480649 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 2174 members 
Entering Unmasked Estep 
Score: -476535.562500 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -476535.6 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -477453.218750 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -477453.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -477699.437500 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -477699.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -477899.968750 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -477900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -478119.218750 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -478119.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -478381.031250 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -478381 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -478639.906250 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -478639.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -478939.843750 Penalty: 4152.938965
	Iteration 7F: 3 clusters Score -478939.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -479240.875000 Penalty: 4152.938965
	Iteration 8F: 3 clusters Score -479240.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -479482.093750 Penalty: 4152.938965
	Iteration 9F: 3 clusters Score -479482.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -479679.000000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -479679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -479835.531250 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -479835.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -479959.375000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -479959.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -480081.843750 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -480081.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -480149.937500 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -480149.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -480190.531250 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -480190.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -480212.968750 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -480213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -480222.937500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -480222.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -480230.468750 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -480230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -480236.812500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -480236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -480249.312500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -480249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -480255.125000 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -480255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -480256.562500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -480256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -480258.218750 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -480258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -480258.625000 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -480258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -480259.312500 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -480259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -480259.531250 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -480259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -480259.531250 Penalty: 4152.938965
	Iteration 27F: 3 clusters Score -480259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Entering Unmasked Estep 
Score: -8201414.000000 Penalty: 2773.584961
	Iteration 0F: 2 clusters Score -8201414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -8153156.000000 Penalty: 5547.169922
	Iteration 0F: 3 clusters Score -8153156 nChanged 33849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -8171850.000000 Penalty: 5547.169922
	Iteration 1F: 3 clusters Score -8171850 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8172387.000000 Penalty: 5547.169922
	Iteration 2Q: 3 clusters Score -8172387 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8172910.000000 Penalty: 5547.169922
	Iteration 3Q: 3 clusters Score -8172910 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8173589.000000 Penalty: 5547.169922
	Iteration 4Q: 3 clusters Score -8173589 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -8174612.000000 Penalty: 5547.169922
	Iteration 5Q: 3 clusters Score -8174612 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -8176237.500000 Penalty: 5547.169922
	Iteration 6Q: 3 clusters Score -8176238 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -8179107.000000 Penalty: 5547.169922
	Iteration 7F: 3 clusters Score -8179107 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -8183428.500000 Penalty: 5547.169922
	Iteration 8F: 3 clusters Score -8183428 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -8188809.500000 Penalty: 5547.169922
	Iteration 9F: 3 clusters Score -8188810 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -8193729.500000 Penalty: 5547.169922
	Iteration 10F: 3 clusters Score -8193730 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8196818.000000 Penalty: 5547.169922
	Iteration 11Q: 3 clusters Score -8196818 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8198143.500000 Penalty: 5547.169922
	Iteration 12Q: 3 clusters Score -8198144 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8198626.000000 Penalty: 5547.169922
	Iteration 13Q: 3 clusters Score -8198626 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8198802.000000 Penalty: 5547.169922
	Iteration 14Q: 3 clusters Score -8198802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8198886.500000 Penalty: 5547.169922
	Iteration 15Q: 3 clusters Score -8198886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8198955.500000 Penalty: 5547.169922
	Iteration 16Q: 3 clusters Score -8198956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8199010.000000 Penalty: 5547.169922
	Iteration 17Q: 3 clusters Score -8199010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8199033.000000 Penalty: 5547.169922
	Iteration 18Q: 3 clusters Score -8199033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8199050.000000 Penalty: 5547.169922
	Iteration 19Q: 3 clusters Score -8199050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8199070.000000 Penalty: 5547.169922
	Iteration 20F: 3 clusters Score -8199070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8199066.500000 Penalty: 5547.169922
	Iteration 21Q: 3 clusters Score -8199066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8199072.000000 Penalty: 5547.169922
	Iteration 22Q: 3 clusters Score -8199072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8199070.500000 Penalty: 5547.169922
	Iteration 23Q: 3 clusters Score -8199070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8199078.000000 Penalty: 5547.169922
	Iteration 24Q: 3 clusters Score -8199078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8199076.500000 Penalty: 5547.169922
	Iteration 25Q: 3 clusters Score -8199076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8199076.500000 Penalty: 5547.169922
	Iteration 26F: 3 clusters Score -8199076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 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 281 members 
Entering Unmasked Estep 
Score: -48686.750000 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48686.75 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48898.597656 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48898.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48971.171875 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -48971.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49000.207031 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -49000.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49048.773438 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49048.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49066.468750 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49066.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49077.582031 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49077.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49087.671875 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49087.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49107.625000 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49107.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49116.847656 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -49116.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49124.441406 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -49124.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49127.164062 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -49127.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49131.050781 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -49131.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49139.707031 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -49139.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49157.558594 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -49157.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49164.546875 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -49164.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49169.421875 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -49169.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49169.421875 Penalty: 3084.425781
	Iteration 17F: 3 clusters Score -49169.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Entering Unmasked Estep 
Score: -3357468.250000 Penalty: 2542.056641
	Iteration 0F: 2 clusters Score -3357468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3338001.000000 Penalty: 5084.113281
	Iteration 0F: 3 clusters Score -3338001 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3344947.750000 Penalty: 5084.113281
	Iteration 1F: 3 clusters Score -3344948 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3345354.000000 Penalty: 5084.113281
	Iteration 2Q: 3 clusters Score -3345354 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3345695.500000 Penalty: 5084.113281
	Iteration 3Q: 3 clusters Score -3345696 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3346058.000000 Penalty: 5084.113281
	Iteration 4Q: 3 clusters Score -3346058 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3346440.500000 Penalty: 5084.113281
	Iteration 5Q: 3 clusters Score -3346440 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3346945.250000 Penalty: 5084.113281
	Iteration 6Q: 3 clusters Score -3346945 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3347570.250000 Penalty: 5084.113281
	Iteration 7Q: 3 clusters Score -3347570 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3348381.500000 Penalty: 5084.113281
	Iteration 8Q: 3 clusters Score -3348382 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3349388.000000 Penalty: 5084.113281
	Iteration 9F: 3 clusters Score -3349388 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3350612.250000 Penalty: 5084.113281
	Iteration 10F: 3 clusters Score -3350612 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3351667.750000 Penalty: 5084.113281
	Iteration 11F: 3 clusters Score -3351668 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3352298.750000 Penalty: 5084.113281
	Iteration 12Q: 3 clusters Score -3352299 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3352651.750000 Penalty: 5084.113281
	Iteration 13Q: 3 clusters Score -3352652 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3352849.250000 Penalty: 5084.113281
	Iteration 14Q: 3 clusters Score -3352849 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3353003.000000 Penalty: 5084.113281
	Iteration 15Q: 3 clusters Score -3353003 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3353129.500000 Penalty: 5084.113281
	Iteration 16Q: 3 clusters Score -3353130 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3353269.750000 Penalty: 5084.113281
	Iteration 17Q: 3 clusters Score -3353270 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3353388.500000 Penalty: 5084.113281
	Iteration 18Q: 3 clusters Score -3353388 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3353489.250000 Penalty: 5084.113281
	Iteration 19Q: 3 clusters Score -3353489 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3353598.000000 Penalty: 5084.113281
	Iteration 20F: 3 clusters Score -3353598 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3353728.250000 Penalty: 5084.113281
	Iteration 21Q: 3 clusters Score -3353728 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3353853.000000 Penalty: 5084.113281
	Iteration 22Q: 3 clusters Score -3353853 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3353920.000000 Penalty: 5084.113281
	Iteration 23Q: 3 clusters Score -3353920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3353994.000000 Penalty: 5084.113281
	Iteration 24Q: 3 clusters Score -3353994 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3354075.000000 Penalty: 5084.113281
	Iteration 25Q: 3 clusters Score -3354075 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3354153.750000 Penalty: 5084.113281
	Iteration 26Q: 3 clusters Score -3354154 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3354199.250000 Penalty: 5084.113281
	Iteration 27Q: 3 clusters Score -3354199 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3354270.750000 Penalty: 5084.113281
	Iteration 28Q: 3 clusters Score -3354271 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3354339.750000 Penalty: 5084.113281
	Iteration 29Q: 3 clusters Score -3354340 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3354412.250000 Penalty: 5084.113281
	Iteration 30Q: 3 clusters Score -3354412 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3354480.000000 Penalty: 5084.113281
	Iteration 31Q: 3 clusters Score -3354480 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3354548.500000 Penalty: 5084.113281
	Iteration 32Q: 3 clusters Score -3354548 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3354617.250000 Penalty: 5084.113281
	Iteration 33Q: 3 clusters Score -3354617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3354683.000000 Penalty: 5084.113281
	Iteration 34Q: 3 clusters Score -3354683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3354739.750000 Penalty: 5084.113281
	Iteration 35Q: 3 clusters Score -3354740 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3354783.000000 Penalty: 5084.113281
	Iteration 36Q: 3 clusters Score -3354783 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3354829.750000 Penalty: 5084.113281
	Iteration 37Q: 3 clusters Score -3354830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3354861.250000 Penalty: 5084.113281
	Iteration 38Q: 3 clusters Score -3354861 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3354880.000000 Penalty: 5084.113281
	Iteration 39Q: 3 clusters Score -3354880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3354922.500000 Penalty: 5084.113281
	Iteration 40F: 3 clusters Score -3354922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3354962.250000 Penalty: 5084.113281
	Iteration 41Q: 3 clusters Score -3354962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3355010.000000 Penalty: 5084.113281
	Iteration 42Q: 3 clusters Score -3355010 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3355035.000000 Penalty: 5084.113281
	Iteration 43Q: 3 clusters Score -3355035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3355078.750000 Penalty: 5084.113281
	Iteration 44Q: 3 clusters Score -3355079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3355105.750000 Penalty: 5084.113281
	Iteration 45Q: 3 clusters Score -3355106 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3355121.250000 Penalty: 5084.113281
	Iteration 46Q: 3 clusters Score -3355121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3355143.750000 Penalty: 5084.113281
	Iteration 47Q: 3 clusters Score -3355144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3355171.500000 Penalty: 5084.113281
	Iteration 48Q: 3 clusters Score -3355172 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3355217.000000 Penalty: 5084.113281
	Iteration 49Q: 3 clusters Score -3355217 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3355246.000000 Penalty: 5084.113281
	Iteration 50Q: 3 clusters Score -3355246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3355283.250000 Penalty: 5084.113281
	Iteration 51Q: 3 clusters Score -3355283 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3355305.250000 Penalty: 5084.113281
	Iteration 52Q: 3 clusters Score -3355305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3355327.000000 Penalty: 5084.113281
	Iteration 53Q: 3 clusters Score -3355327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3355347.250000 Penalty: 5084.113281
	Iteration 54Q: 3 clusters Score -3355347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3355375.250000 Penalty: 5084.113281
	Iteration 55Q: 3 clusters Score -3355375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3355404.250000 Penalty: 5084.113281
	Iteration 56Q: 3 clusters Score -3355404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3355413.750000 Penalty: 5084.113281
	Iteration 57Q: 3 clusters Score -3355414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3355436.500000 Penalty: 5084.113281
	Iteration 58Q: 3 clusters Score -3355436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3355447.500000 Penalty: 5084.113281
	Iteration 59Q: 3 clusters Score -3355448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3355456.500000 Penalty: 5084.113281
	Iteration 60F: 3 clusters Score -3355456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3355475.000000 Penalty: 5084.113281
	Iteration 61Q: 3 clusters Score -3355475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3355482.750000 Penalty: 5084.113281
	Iteration 62Q: 3 clusters Score -3355483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3355496.250000 Penalty: 5084.113281
	Iteration 63Q: 3 clusters Score -3355496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3355509.750000 Penalty: 5084.113281
	Iteration 64Q: 3 clusters Score -3355510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3355506.000000 Penalty: 5084.113281
	Iteration 65Q: 3 clusters Score -3355506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3355507.500000 Penalty: 5084.113281
	Iteration 66Q: 3 clusters Score -3355508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3355510.250000 Penalty: 5084.113281
	Iteration 67Q: 3 clusters Score -3355510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3355507.750000 Penalty: 5084.113281
	Iteration 68Q: 3 clusters Score -3355508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3355512.000000 Penalty: 5084.113281
	Iteration 69Q: 3 clusters Score -3355512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3355508.250000 Penalty: 5084.113281
	Iteration 70Q: 3 clusters Score -3355508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3355507.500000 Penalty: 5084.113281
	Iteration 71Q: 3 clusters Score -3355508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3355504.750000 Penalty: 5084.113281
	Iteration 72Q: 3 clusters Score -3355505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3355508.500000 Penalty: 5084.113281
	Iteration 73Q: 3 clusters Score -3355508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3355507.500000 Penalty: 5084.113281
	Iteration 74Q: 3 clusters Score -3355508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3355506.250000 Penalty: 5084.113281
	Iteration 75Q: 3 clusters Score -3355506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3355512.750000 Penalty: 5084.113281
	Iteration 76Q: 3 clusters Score -3355513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3355513.750000 Penalty: 5084.113281
	Iteration 77Q: 3 clusters Score -3355514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3355514.750000 Penalty: 5084.113281
	Iteration 78Q: 3 clusters Score -3355515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3355512.500000 Penalty: 5084.113281
	Iteration 79Q: 3 clusters Score -3355512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3355514.750000 Penalty: 5084.113281
	Iteration 80F: 3 clusters Score -3355515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3355515.750000 Penalty: 5084.113281
	Iteration 81Q: 3 clusters Score -3355516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3355515.500000 Penalty: 5084.113281
	Iteration 82Q: 3 clusters Score -3355516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3355516.500000 Penalty: 5084.113281
	Iteration 83Q: 3 clusters Score -3355516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3355525.000000 Penalty: 5084.113281
	Iteration 84Q: 3 clusters Score -3355525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3355522.500000 Penalty: 5084.113281
	Iteration 85Q: 3 clusters Score -3355522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3355526.750000 Penalty: 5084.113281
	Iteration 86Q: 3 clusters Score -3355527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3355532.000000 Penalty: 5084.113281
	Iteration 87Q: 3 clusters Score -3355532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3355530.250000 Penalty: 5084.113281
	Iteration 88Q: 3 clusters Score -3355530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3355530.250000 Penalty: 5084.113281
	Iteration 89Q: 3 clusters Score -3355530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3355535.250000 Penalty: 5084.113281
	Iteration 90Q: 3 clusters Score -3355535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3355537.000000 Penalty: 5084.113281
	Iteration 91Q: 3 clusters Score -3355537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3355533.250000 Penalty: 5084.113281
	Iteration 92Q: 3 clusters Score -3355533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3355534.000000 Penalty: 5084.113281
	Iteration 93Q: 3 clusters Score -3355534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3355532.250000 Penalty: 5084.113281
	Iteration 94Q: 3 clusters Score -3355532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3355536.750000 Penalty: 5084.113281
	Iteration 95Q: 3 clusters Score -3355537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3355537.250000 Penalty: 5084.113281
	Iteration 96Q: 3 clusters Score -3355537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3355535.500000 Penalty: 5084.113281
	Iteration 97Q: 3 clusters Score -3355536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3355535.500000 Penalty: 5084.113281
	Iteration 98F: 3 clusters Score -3355536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132533.625000 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132533.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132850.406250 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132850.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132961.593750 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132961.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133027.421875 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -133027.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133063.093750 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133063.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133092.281250 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133092.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133112.078125 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133129.593750 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133129.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133144.703125 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133159.718750 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133165.281250 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133172.343750 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133178.078125 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133179.734375 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -133179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133179.734375 Penalty: 3512.110352
	Iteration 14F: 3 clusters Score -133179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Entering Unmasked Estep 
Score: -5882057.000000 Penalty: 2680.371338
	Iteration 0F: 2 clusters Score -5882057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -5849006.000000 Penalty: 5360.742676
	Iteration 0F: 3 clusters Score -5849006 nChanged 22726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5861279.000000 Penalty: 5360.742676
	Iteration 1F: 3 clusters Score -5861279 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5861860.500000 Penalty: 5360.742676
	Iteration 2Q: 3 clusters Score -5861860 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5862479.000000 Penalty: 5360.742676
	Iteration 3Q: 3 clusters Score -5862479 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5863415.500000 Penalty: 5360.742676
	Iteration 4Q: 3 clusters Score -5863416 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -5864820.500000 Penalty: 5360.742676
	Iteration 5F: 3 clusters Score -5864820 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5867158.500000 Penalty: 5360.742676
	Iteration 6F: 3 clusters Score -5867158 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -5870546.500000 Penalty: 5360.742676
	Iteration 7F: 3 clusters Score -5870546 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -5874284.500000 Penalty: 5360.742676
	Iteration 8F: 3 clusters Score -5874284 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5877208.500000 Penalty: 5360.742676
	Iteration 9F: 3 clusters Score -5877208 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5878719.500000 Penalty: 5360.742676
	Iteration 10Q: 3 clusters Score -5878720 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5879209.000000 Penalty: 5360.742676
	Iteration 11Q: 3 clusters Score -5879209 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5879419.500000 Penalty: 5360.742676
	Iteration 12Q: 3 clusters Score -5879420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5879521.000000 Penalty: 5360.742676
	Iteration 13Q: 3 clusters Score -5879521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5879557.500000 Penalty: 5360.742676
	Iteration 14Q: 3 clusters Score -5879558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5879567.500000 Penalty: 5360.742676
	Iteration 15Q: 3 clusters Score -5879568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5879576.500000 Penalty: 5360.742676
	Iteration 16Q: 3 clusters Score -5879576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5879579.500000 Penalty: 5360.742676
	Iteration 17Q: 3 clusters Score -5879580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5879605.000000 Penalty: 5360.742676
	Iteration 18Q: 3 clusters Score -5879605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5879611.000000 Penalty: 5360.742676
	Iteration 19Q: 3 clusters Score -5879611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5879610.000000 Penalty: 5360.742676
	Iteration 20F: 3 clusters Score -5879610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5879613.000000 Penalty: 5360.742676
	Iteration 21Q: 3 clusters Score -5879613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5879611.500000 Penalty: 5360.742676
	Iteration 22Q: 3 clusters Score -5879612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5879618.500000 Penalty: 5360.742676
	Iteration 23Q: 3 clusters Score -5879618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5879623.500000 Penalty: 5360.742676
	Iteration 24Q: 3 clusters Score -5879624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5879628.000000 Penalty: 5360.742676
	Iteration 25Q: 3 clusters Score -5879628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5879624.500000 Penalty: 5360.742676
	Iteration 26Q: 3 clusters Score -5879624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5879626.500000 Penalty: 5360.742676
	Iteration 27Q: 3 clusters Score -5879626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5879630.500000 Penalty: 5360.742676
	Iteration 28Q: 3 clusters Score -5879630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5879630.500000 Penalty: 5360.742676
	Iteration 29F: 3 clusters Score -5879630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (71683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Entering Unmasked Estep 
Score: -8502320.000000 Penalty: 2772.642090
	Iteration 0F: 2 clusters Score -8502320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8454326.000000 Penalty: 5545.284180
	Iteration 0F: 3 clusters Score -8454326 nChanged 33460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -8473189.000000 Penalty: 5545.284180
	Iteration 1F: 3 clusters Score -8473189 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -8473881.000000 Penalty: 5545.284180
	Iteration 2Q: 3 clusters Score -8473881 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8474590.000000 Penalty: 5545.284180
	Iteration 3Q: 3 clusters Score -8474590 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -8475417.000000 Penalty: 5545.284180
	Iteration 4Q: 3 clusters Score -8475417 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -8476322.000000 Penalty: 5545.284180
	Iteration 5Q: 3 clusters Score -8476322 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -8477403.000000 Penalty: 5545.284180
	Iteration 6Q: 3 clusters Score -8477403 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8478544.000000 Penalty: 5545.284180
	Iteration 7Q: 3 clusters Score -8478544 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -8479985.000000 Penalty: 5545.284180
	Iteration 8Q: 3 clusters Score -8479985 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8481709.000000 Penalty: 5545.284180
	Iteration 9Q: 3 clusters Score -8481709 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -8483737.000000 Penalty: 5545.284180
	Iteration 10Q: 3 clusters Score -8483737 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -8486186.000000 Penalty: 5545.284180
	Iteration 11F: 3 clusters Score -8486186 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -8488648.000000 Penalty: 5545.284180
	Iteration 12F: 3 clusters Score -8488648 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -8490998.000000 Penalty: 5545.284180
	Iteration 13Q: 3 clusters Score -8490998 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -8492962.000000 Penalty: 5545.284180
	Iteration 14Q: 3 clusters Score -8492962 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -8494447.000000 Penalty: 5545.284180
	Iteration 15Q: 3 clusters Score -8494447 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -8495628.000000 Penalty: 5545.284180
	Iteration 16Q: 3 clusters Score -8495628 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -8496601.000000 Penalty: 5545.284180
	Iteration 17Q: 3 clusters Score -8496601 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -8497391.000000 Penalty: 5545.284180
	Iteration 18Q: 3 clusters Score -8497391 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8498058.000000 Penalty: 5545.284180
	Iteration 19Q: 3 clusters Score -8498058 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -8498572.000000 Penalty: 5545.284180
	Iteration 20F: 3 clusters Score -8498572 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -8498936.000000 Penalty: 5545.284180
	Iteration 21Q: 3 clusters Score -8498936 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -8499223.000000 Penalty: 5545.284180
	Iteration 22Q: 3 clusters Score -8499223 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8499396.000000 Penalty: 5545.284180
	Iteration 23Q: 3 clusters Score -8499396 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -8499542.000000 Penalty: 5545.284180
	Iteration 24Q: 3 clusters Score -8499542 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -8499647.000000 Penalty: 5545.284180
	Iteration 25Q: 3 clusters Score -8499647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -8499707.000000 Penalty: 5545.284180
	Iteration 26Q: 3 clusters Score -8499707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -8499769.000000 Penalty: 5545.284180
	Iteration 27Q: 3 clusters Score -8499769 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -8499818.000000 Penalty: 5545.284180
	Iteration 28Q: 3 clusters Score -8499818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -8499861.000000 Penalty: 5545.284180
	Iteration 29Q: 3 clusters Score -8499861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -8499873.000000 Penalty: 5545.284180
	Iteration 30Q: 3 clusters Score -8499873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -8499892.000000 Penalty: 5545.284180
	Iteration 31Q: 3 clusters Score -8499892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -8499897.000000 Penalty: 5545.284180
	Iteration 32Q: 3 clusters Score -8499897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -8499897.000000 Penalty: 5545.284180
	Iteration 33Q: 3 clusters Score -8499897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -8499904.000000 Penalty: 5545.284180
	Iteration 34Q: 3 clusters Score -8499904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -8499902.000000 Penalty: 5545.284180
	Iteration 35Q: 3 clusters Score -8499902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -8499909.000000 Penalty: 5545.284180
	Iteration 36Q: 3 clusters Score -8499909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -8499918.000000 Penalty: 5545.284180
	Iteration 37Q: 3 clusters Score -8499918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -8499919.000000 Penalty: 5545.284180
	Iteration 38Q: 3 clusters Score -8499919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -8499928.000000 Penalty: 5545.284180
	Iteration 39Q: 3 clusters Score -8499928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -8499936.000000 Penalty: 5545.284180
	Iteration 40F: 3 clusters Score -8499936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -8499945.000000 Penalty: 5545.284180
	Iteration 41Q: 3 clusters Score -8499945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -8499944.000000 Penalty: 5545.284180
	Iteration 42Q: 3 clusters Score -8499944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -8499955.000000 Penalty: 5545.284180
	Iteration 43Q: 3 clusters Score -8499955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -8499959.000000 Penalty: 5545.284180
	Iteration 44Q: 3 clusters Score -8499959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -8499962.000000 Penalty: 5545.284180
	Iteration 45Q: 3 clusters Score -8499962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -8499969.000000 Penalty: 5545.284180
	Iteration 46Q: 3 clusters Score -8499969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -8499965.000000 Penalty: 5545.284180
	Iteration 47Q: 3 clusters Score -8499965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -8499965.000000 Penalty: 5545.284180
	Iteration 48F: 3 clusters Score -8499965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -429845.156250 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -429845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -426015.375000 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -426015.4 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -426914.343750 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -426914.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -427131.093750 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -427131.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -427277.343750 Penalty: 4100.782227
	Iteration 3F: 3 clusters Score -427277.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -427389.562500 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -427389.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -427495.750000 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -427495.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427602.562500 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -427602.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -427734.093750 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -427734.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -427851.750000 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -427851.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -427991.468750 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -427991.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -428093.625000 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -428093.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -428179.375000 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -428179.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -428247.687500 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -428247.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -428286.281250 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -428286.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -428313.250000 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -428313.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -428334.812500 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -428334.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -428351.406250 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -428351.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -428362.250000 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -428362.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -428372.812500 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -428372.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -428382.187500 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -428382.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428387.468750 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -428387.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -428392.156250 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -428392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428395.156250 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -428395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -428396.812500 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -428396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -428398.062500 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -428398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -428399.125000 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -428399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -428399.687500 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -428399.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -428401.875000 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -428401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -428403.562500 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -428403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -428405.968750 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -428406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -428406.781250 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -428406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -428409.906250 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -428409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -428413.312500 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -428413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428417.625000 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -428417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -428422.406250 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -428422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -428424.843750 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -428424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428425.812500 Penalty: 4100.782227
	Iteration 36Q: 3 clusters Score -428425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -428425.937500 Penalty: 4100.782227
	Iteration 37Q: 3 clusters Score -428425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428426.062500 Penalty: 4100.782227
	Iteration 38Q: 3 clusters Score -428426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428426.062500 Penalty: 4100.782227
	Iteration 39F: 3 clusters Score -428426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -44297.058594 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -44297.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42849.062500 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -42849.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43020.507812 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -43020.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43075.687500 Penalty: 2994.783936
	Iteration 2Q: 3 clusters Score -43075.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43100.066406 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -43100.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43101.101562 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -43101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43101.101562 Penalty: 2994.783936
	Iteration 5F: 3 clusters Score -43101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48819.660156 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48819.66 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49122.531250 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49122.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49416.351562 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49416.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49576.550781 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -49576.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49658.851562 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -49658.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49718.078125 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49718.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49754.488281 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49754.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49771.460938 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49771.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49777.179688 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49777.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49777.179688 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -49777.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Entering Unmasked Estep 
Score: -349270.406250 Penalty: 2002.975830
	Iteration 0F: 2 clusters Score -349270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -345852.875000 Penalty: 4005.951660
	Iteration 0F: 3 clusters Score -345852.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -346579.687500 Penalty: 4005.951660
	Iteration 1F: 3 clusters Score -346579.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346781.281250 Penalty: 4005.951660
	Iteration 2F: 3 clusters Score -346781.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -346918.906250 Penalty: 4005.951660
	Iteration 3F: 3 clusters Score -346918.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -347027.968750 Penalty: 4005.951660
	Iteration 4Q: 3 clusters Score -347028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -347121.406250 Penalty: 4005.951660
	Iteration 5Q: 3 clusters Score -347121.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -347229.500000 Penalty: 4005.951660
	Iteration 6Q: 3 clusters Score -347229.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -347356.812500 Penalty: 4005.951660
	Iteration 7Q: 3 clusters Score -347356.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -347498.156250 Penalty: 4005.951660
	Iteration 8Q: 3 clusters Score -347498.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -347660.718750 Penalty: 4005.951660
	Iteration 9Q: 3 clusters Score -347660.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -347811.906250 Penalty: 4005.951660
	Iteration 10Q: 3 clusters Score -347811.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -347937.156250 Penalty: 4005.951660
	Iteration 11Q: 3 clusters Score -347937.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -348015.750000 Penalty: 4005.951660
	Iteration 12Q: 3 clusters Score -348015.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -348070.218750 Penalty: 4005.951660
	Iteration 13Q: 3 clusters Score -348070.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -348112.000000 Penalty: 4005.951660
	Iteration 14Q: 3 clusters Score -348112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -348147.468750 Penalty: 4005.951660
	Iteration 15Q: 3 clusters Score -348147.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -348181.718750 Penalty: 4005.951660
	Iteration 16Q: 3 clusters Score -348181.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -348206.781250 Penalty: 4005.951660
	Iteration 17Q: 3 clusters Score -348206.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -348232.468750 Penalty: 4005.951660
	Iteration 18Q: 3 clusters Score -348232.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -348247.281250 Penalty: 4005.951660
	Iteration 19Q: 3 clusters Score -348247.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -348257.843750 Penalty: 4005.951660
	Iteration 20F: 3 clusters Score -348257.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -348267.750000 Penalty: 4005.951660
	Iteration 21Q: 3 clusters Score -348267.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -348275.562500 Penalty: 4005.951660
	Iteration 22Q: 3 clusters Score -348275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -348280.531250 Penalty: 4005.951660
	Iteration 23Q: 3 clusters Score -348280.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -348287.937500 Penalty: 4005.951660
	Iteration 24Q: 3 clusters Score -348287.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -348291.093750 Penalty: 4005.951660
	Iteration 25Q: 3 clusters Score -348291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -348294.093750 Penalty: 4005.951660
	Iteration 26Q: 3 clusters Score -348294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -348295.656250 Penalty: 4005.951660
	Iteration 27Q: 3 clusters Score -348295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -348297.281250 Penalty: 4005.951660
	Iteration 28Q: 3 clusters Score -348297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -348297.750000 Penalty: 4005.951660
	Iteration 29Q: 3 clusters Score -348297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -348299.125000 Penalty: 4005.951660
	Iteration 30Q: 3 clusters Score -348299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -348300.406250 Penalty: 4005.951660
	Iteration 31Q: 3 clusters Score -348300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -348301.343750 Penalty: 4005.951660
	Iteration 32Q: 3 clusters Score -348301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -348301.968750 Penalty: 4005.951660
	Iteration 33Q: 3 clusters Score -348302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -348303.750000 Penalty: 4005.951660
	Iteration 34Q: 3 clusters Score -348303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -348306.968750 Penalty: 4005.951660
	Iteration 35Q: 3 clusters Score -348307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -348309.593750 Penalty: 4005.951660
	Iteration 36Q: 3 clusters Score -348309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -348311.937500 Penalty: 4005.951660
	Iteration 37Q: 3 clusters Score -348311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -348312.031250 Penalty: 4005.951660
	Iteration 38Q: 3 clusters Score -348312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -348312.031250 Penalty: 4005.951660
	Iteration 39F: 3 clusters Score -348312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 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 397 members 
Entering Unmasked Estep 
Score: -78846.656250 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78846.66 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79117.117188 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79117.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79210.562500 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79210.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79247.820312 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -79247.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79303.445312 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79303.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79390.406250 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79390.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79490.992188 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79490.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79585.664062 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -79585.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79705.367188 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -79705.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79833.335938 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -79833.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80029.570312 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80029.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80134.593750 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80134.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80195.507812 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80195.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80206.093750 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80206.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80212.820312 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -80212.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80217.726562 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -80217.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80219.156250 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -80219.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80220.796875 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -80220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80220.796875 Penalty: 3323.562744
	Iteration 18F: 3 clusters Score -80220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -27269.779297 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -27269.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26070.960938 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -26070.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26221.462891 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -26221.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26277.378906 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -26277.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26289.908203 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -26289.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26304.039062 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -26304.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26312.814453 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -26312.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26314.945312 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -26314.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26317.095703 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -26317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26317.095703 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -26317.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32491.658203 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32491.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32665.607422 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32665.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32710.343750 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32710.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32729.052734 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32729.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32737.802734 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32760.248047 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32760.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32766.419922 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32766.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32766.419922 Penalty: 2911.171387
	Iteration 7F: 3 clusters Score -32766.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (93684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Entering Unmasked Estep 
Score: -11095320.000000 Penalty: 2839.025146
	Iteration 0F: 2 clusters Score -1.109532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -11032576.000000 Penalty: 5678.050293
	Iteration 0F: 3 clusters Score -1.103258e+07 nChanged 44449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -11058117.000000 Penalty: 5678.050293
	Iteration 1F: 3 clusters Score -1.105812e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -11059612.000000 Penalty: 5678.050293
	Iteration 2Q: 3 clusters Score -1.105961e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -11061983.000000 Penalty: 5678.050293
	Iteration 3F: 3 clusters Score -1.106198e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -11065958.000000 Penalty: 5678.050293
	Iteration 4F: 3 clusters Score -1.106596e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -11071930.000000 Penalty: 5678.050293
	Iteration 5F: 3 clusters Score -1.107193e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -11079622.000000 Penalty: 5678.050293
	Iteration 6F: 3 clusters Score -1.107962e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -11086238.000000 Penalty: 5678.050293
	Iteration 7F: 3 clusters Score -1.108624e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -11090051.000000 Penalty: 5678.050293
	Iteration 8Q: 3 clusters Score -1.109005e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -11091719.000000 Penalty: 5678.050293
	Iteration 9Q: 3 clusters Score -1.109172e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -11092532.000000 Penalty: 5678.050293
	Iteration 10Q: 3 clusters Score -1.109253e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -11092916.000000 Penalty: 5678.050293
	Iteration 11Q: 3 clusters Score -1.109292e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -11093064.000000 Penalty: 5678.050293
	Iteration 12Q: 3 clusters Score -1.109306e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -11093173.000000 Penalty: 5678.050293
	Iteration 13Q: 3 clusters Score -1.109317e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -11093237.000000 Penalty: 5678.050293
	Iteration 14Q: 3 clusters Score -1.109324e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -11093260.000000 Penalty: 5678.050293
	Iteration 15Q: 3 clusters Score -1.109326e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -11093292.000000 Penalty: 5678.050293
	Iteration 16Q: 3 clusters Score -1.109329e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -11093306.000000 Penalty: 5678.050293
	Iteration 17Q: 3 clusters Score -1.109331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -11093335.000000 Penalty: 5678.050293
	Iteration 18Q: 3 clusters Score -1.109334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -11093337.000000 Penalty: 5678.050293
	Iteration 19Q: 3 clusters Score -1.109334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -11093329.000000 Penalty: 5678.050293
	Iteration 20F: 3 clusters Score -1.109333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -11093333.000000 Penalty: 5678.050293
	Iteration 21Q: 3 clusters Score -1.109333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -11093343.000000 Penalty: 5678.050293
	Iteration 22Q: 3 clusters Score -1.109334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -11093342.000000 Penalty: 5678.050293
	Iteration 23Q: 3 clusters Score -1.109334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -11093354.000000 Penalty: 5678.050293
	Iteration 24Q: 3 clusters Score -1.109335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -11093367.000000 Penalty: 5678.050293
	Iteration 25Q: 3 clusters Score -1.109337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11093382.000000 Penalty: 5678.050293
	Iteration 26Q: 3 clusters Score -1.109338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -11093397.000000 Penalty: 5678.050293
	Iteration 27Q: 3 clusters Score -1.10934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -11093394.000000 Penalty: 5678.050293
	Iteration 28Q: 3 clusters Score -1.109339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -11093395.000000 Penalty: 5678.050293
	Iteration 29Q: 3 clusters Score -1.10934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -11093405.000000 Penalty: 5678.050293
	Iteration 30Q: 3 clusters Score -1.10934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -11093414.000000 Penalty: 5678.050293
	Iteration 31Q: 3 clusters Score -1.109341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -11093411.000000 Penalty: 5678.050293
	Iteration 32Q: 3 clusters Score -1.109341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -11093408.000000 Penalty: 5678.050293
	Iteration 33Q: 3 clusters Score -1.109341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -11093407.000000 Penalty: 5678.050293
	Iteration 34Q: 3 clusters Score -1.109341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -11093406.000000 Penalty: 5678.050293
	Iteration 35Q: 3 clusters Score -1.109341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -11093399.000000 Penalty: 5678.050293
	Iteration 36Q: 3 clusters Score -1.10934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -11093398.000000 Penalty: 5678.050293
	Iteration 37Q: 3 clusters Score -1.10934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -11093398.000000 Penalty: 5678.050293
	Iteration 38F: 3 clusters Score -1.10934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130846.343750 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130846.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131151.171875 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131151.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131218.296875 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131218.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131258.671875 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131258.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131274.359375 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131282.750000 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -131287.656250 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131291.390625 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131296.078125 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131296.078125 Penalty: 3498.578369
	Iteration 9F: 3 clusters Score -131296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -159064.906250 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -159064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156893.968750 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -156894 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157278.421875 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -157278.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157406.265625 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -157406.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157526.203125 Penalty: 3602.958984
	Iteration 3F: 3 clusters Score -157526.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157629.968750 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -157630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157719.062500 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -157719.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157777.359375 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -157777.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -157849.015625 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -157849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157918.421875 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -157918.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157973.015625 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -157973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158021.375000 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -158021.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158063.171875 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -158063.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -158113.765625 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -158113.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158144.843750 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -158144.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -158176.750000 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -158176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158193.343750 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -158193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -158200.859375 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -158200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158203.109375 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -158203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158205.421875 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -158205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158205.421875 Penalty: 3602.958984
	Iteration 19F: 3 clusters Score -158205.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 279 members 
Entering Unmasked Estep 
Score: -56856.722656 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56856.72 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57098.992188 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57098.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57162.296875 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57182.769531 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57182.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57194.367188 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57194.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57208.796875 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57219.269531 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57219.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57238.523438 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57238.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57245.695312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57263.093750 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57263.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57285.910156 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57285.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57318.410156 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57318.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57368.843750 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57368.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57410.851562 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57410.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57455.335938 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -57455.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57527.246094 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -57527.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57656.433594 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -57656.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57717.664062 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -57717.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57745.871094 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -57745.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57792.425781 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -57792.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57838.515625 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -57838.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57875.792969 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -57875.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57913.093750 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -57913.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57955.253906 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -57955.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58050.589844 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -58050.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58106.035156 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -58106.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58151.371094 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -58151.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58180.789062 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -58180.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58226.824219 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -58226.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58320.121094 Penalty: 3151.767578
	Iteration 29Q: 3 clusters Score -58320.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58445.750000 Penalty: 3151.767578
	Iteration 30Q: 3 clusters Score -58445.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58530.207031 Penalty: 3151.767578
	Iteration 31Q: 3 clusters Score -58530.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58702.281250 Penalty: 3151.767578
	Iteration 32Q: 3 clusters Score -58702.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58748.218750 Penalty: 3151.767578
	Iteration 33Q: 3 clusters Score -58748.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58748.218750 Penalty: 3151.767578
	Iteration 34F: 3 clusters Score -58748.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 141011 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 8135 members 
Mstep: Class 6 contains 56978 members 
Mstep: Class 7 contains 8297 members 
Mstep: Class 8 contains 49431 members 
Mstep: Class 9 contains 220612 members 
Mstep: Class 10 contains 18496 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 310534 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52522 members 
Mstep: Class 15 contains 82913 members 
Mstep: Class 16 contains 83530 members 
Mstep: Class 17 contains 178252 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 71956 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28289 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49412 members 
Mstep: Class 24 contains 71683 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93684 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 306 members 
Entering Unmasked Estep 
Score: -184015840.000000 Penalty: 127601.640625
Splitting cluster 35 changes total score from -184017760.000000 to -184015840.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 141011 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 8135 members 
Mstep: Class 6 contains 56978 members 
Mstep: Class 7 contains 8297 members 
Mstep: Class 8 contains 49431 members 
Mstep: Class 9 contains 220612 members 
Mstep: Class 10 contains 18496 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 310534 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 52522 members 
Mstep: Class 15 contains 82913 members 
Mstep: Class 16 contains 83530 members 
Mstep: Class 17 contains 178252 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 71956 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28289 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49412 members 
Mstep: Class 24 contains 71683 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93684 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017664.000000 Penalty: 124057.148438
Iteration 359Q: 36 clusters Score -1.840177e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 142367 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 56940 members 
Mstep: Class 7 contains 8292 members 
Mstep: Class 8 contains 49336 members 
Mstep: Class 9 contains 220543 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 309912 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 14 contains 52434 members 
Mstep: Class 15 contains 82918 members 
Mstep: Class 16 contains 83488 members 
Mstep: Class 17 contains 178066 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 72010 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28255 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49346 members 
Mstep: Class 24 contains 71591 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 419 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93608 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017808.000000 Penalty: 124057.148438
Iteration 360F: 36 clusters Score -1.840178e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 143728 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12548 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 56886 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 49259 members 
Mstep: Class 9 contains 220484 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 309227 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 52349 members 
Mstep: Class 15 contains 82913 members 
Mstep: Class 16 contains 83465 members 
Mstep: Class 17 contains 177889 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 72063 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28216 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49299 members 
Mstep: Class 24 contains 71498 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93530 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184018528.000000 Penalty: 124057.148438
Iteration 361Q: 36 clusters Score -1.840185e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 145113 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12545 members 
Mstep: Class 5 contains 8141 members 
Mstep: Class 6 contains 56807 members 
Mstep: Class 7 contains 8281 members 
Mstep: Class 8 contains 49156 members 
Mstep: Class 9 contains 220447 members 
Mstep: Class 10 contains 18491 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 308589 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 82913 members 
Mstep: Class 16 contains 83451 members 
Mstep: Class 17 contains 177707 members 
Mstep: Class 18 contains 4335 members 
Mstep: Class 19 contains 72129 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28175 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49236 members 
Mstep: Class 24 contains 71385 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3219 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93449 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184018672.000000 Penalty: 124057.148438
Iteration 362Q: 36 clusters Score -1.840187e+08 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 146532 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12553 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 56743 members 
Mstep: Class 7 contains 8276 members 
Mstep: Class 8 contains 49062 members 
Mstep: Class 9 contains 220401 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 307877 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 52181 members 
Mstep: Class 15 contains 82911 members 
Mstep: Class 16 contains 83423 members 
Mstep: Class 17 contains 177557 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 72189 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28119 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49181 members 
Mstep: Class 24 contains 71281 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3224 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93375 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184018416.000000 Penalty: 124057.148438
Iteration 363Q: 36 clusters Score -1.840184e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 147998 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12555 members 
Mstep: Class 5 contains 8147 members 
Mstep: Class 6 contains 56656 members 
Mstep: Class 7 contains 8272 members 
Mstep: Class 8 contains 48961 members 
Mstep: Class 9 contains 220393 members 
Mstep: Class 10 contains 18476 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 307138 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 52080 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 83396 members 
Mstep: Class 17 contains 177371 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 72254 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28069 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49112 members 
Mstep: Class 24 contains 71167 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3227 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93340 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184018288.000000 Penalty: 124057.148438
Iteration 364Q: 36 clusters Score -1.840183e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 149501 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12551 members 
Mstep: Class 5 contains 8150 members 
Mstep: Class 6 contains 56564 members 
Mstep: Class 7 contains 8272 members 
Mstep: Class 8 contains 48846 members 
Mstep: Class 9 contains 220404 members 
Mstep: Class 10 contains 18470 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 306340 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 52022 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 83329 members 
Mstep: Class 17 contains 177213 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 72323 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28029 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49024 members 
Mstep: Class 24 contains 71072 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3227 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93300 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017728.000000 Penalty: 124057.148438
Iteration 365Q: 36 clusters Score -1.840177e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 151072 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12543 members 
Mstep: Class 5 contains 8153 members 
Mstep: Class 6 contains 56475 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 48723 members 
Mstep: Class 9 contains 220455 members 
Mstep: Class 10 contains 18468 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 305514 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 51938 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 83260 members 
Mstep: Class 17 contains 177013 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 72410 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28017 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48925 members 
Mstep: Class 24 contains 70955 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93225 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017760.000000 Penalty: 124057.148438
Iteration 366Q: 36 clusters Score -1.840178e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 152685 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 12552 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 56399 members 
Mstep: Class 7 contains 8254 members 
Mstep: Class 8 contains 48629 members 
Mstep: Class 9 contains 220516 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 304580 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 51864 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 83200 members 
Mstep: Class 17 contains 176835 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 72481 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28009 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48821 members 
Mstep: Class 24 contains 70840 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93146 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017632.000000 Penalty: 124057.148438
Iteration 367Q: 36 clusters Score -1.840176e+08 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 154292 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12543 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 56298 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 48557 members 
Mstep: Class 9 contains 220598 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 303560 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 51787 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 83138 members 
Mstep: Class 17 contains 176678 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 72571 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 27991 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48734 members 
Mstep: Class 24 contains 70728 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93075 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1427 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017056.000000 Penalty: 124057.148438
Iteration 368Q: 36 clusters Score -1.840171e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 155766 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 56216 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 48463 members 
Mstep: Class 9 contains 220681 members 
Mstep: Class 10 contains 18474 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 302721 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 51692 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 83082 members 
Mstep: Class 17 contains 176501 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 72606 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28001 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48655 members 
Mstep: Class 24 contains 70637 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3229 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93002 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017168.000000 Penalty: 124057.148438
Iteration 369Q: 36 clusters Score -1.840172e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 157124 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 8176 members 
Mstep: Class 6 contains 56162 members 
Mstep: Class 7 contains 8241 members 
Mstep: Class 8 contains 48390 members 
Mstep: Class 9 contains 220747 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 301957 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 51586 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 83039 members 
Mstep: Class 17 contains 176294 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 72630 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28051 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48567 members 
Mstep: Class 24 contains 70556 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92942 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1423 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017328.000000 Penalty: 124057.148438
Iteration 370Q: 36 clusters Score -1.840173e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 158297 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 12540 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 56117 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 48306 members 
Mstep: Class 9 contains 220826 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 301299 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 51495 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 83023 members 
Mstep: Class 17 contains 176114 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 72660 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28092 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48492 members 
Mstep: Class 24 contains 70482 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3222 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92861 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1421 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017920.000000 Penalty: 124057.148438
Iteration 371Q: 36 clusters Score -1.840179e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 159388 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12538 members 
Mstep: Class 5 contains 8193 members 
Mstep: Class 6 contains 56093 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 48217 members 
Mstep: Class 9 contains 220880 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 300739 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 51411 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 82981 members 
Mstep: Class 17 contains 175921 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 72693 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28124 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48407 members 
Mstep: Class 24 contains 70407 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3222 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92797 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1419 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184018272.000000 Penalty: 124057.148438
Iteration 372Q: 36 clusters Score -1.840183e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 160398 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 12534 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 56050 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 48130 members 
Mstep: Class 9 contains 220931 members 
Mstep: Class 10 contains 18466 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 300186 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 51321 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 82970 members 
Mstep: Class 17 contains 175749 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 72691 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28147 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48350 members 
Mstep: Class 24 contains 70375 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3216 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92762 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1418 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017968.000000 Penalty: 124057.148438
Iteration 373Q: 36 clusters Score -1.84018e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 161413 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 8205 members 
Mstep: Class 6 contains 56017 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 48072 members 
Mstep: Class 9 contains 220958 members 
Mstep: Class 10 contains 18470 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 299611 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 51242 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 82954 members 
Mstep: Class 17 contains 175593 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 72682 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28163 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48308 members 
Mstep: Class 24 contains 70329 members 
Mstep: Class 25 contains 3907 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3206 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92737 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1418 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017664.000000 Penalty: 124057.148438
Iteration 374Q: 36 clusters Score -1.840177e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 162425 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 8210 members 
Mstep: Class 6 contains 55986 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 47998 members 
Mstep: Class 9 contains 220991 members 
Mstep: Class 10 contains 18470 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 299034 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 51182 members 
Mstep: Class 15 contains 82882 members 
Mstep: Class 16 contains 82925 members 
Mstep: Class 17 contains 175454 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 72676 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28169 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48292 members 
Mstep: Class 24 contains 70255 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92711 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1419 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017744.000000 Penalty: 124057.148438
Iteration 375Q: 36 clusters Score -1.840177e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 163327 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 55953 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 47939 members 
Mstep: Class 9 contains 221008 members 
Mstep: Class 10 contains 18466 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 298448 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 51115 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 82912 members 
Mstep: Class 17 contains 175395 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 72656 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28180 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48280 members 
Mstep: Class 24 contains 70193 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92711 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1418 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017840.000000 Penalty: 124057.148438
Iteration 376Q: 36 clusters Score -1.840178e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 164123 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 8213 members 
Mstep: Class 6 contains 55936 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 8 contains 47918 members 
Mstep: Class 9 contains 221081 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 297801 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 14 contains 51073 members 
Mstep: Class 15 contains 82869 members 
Mstep: Class 16 contains 82930 members 
Mstep: Class 17 contains 175342 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 72633 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28167 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48276 members 
Mstep: Class 24 contains 70159 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92701 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1416 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184017376.000000 Penalty: 124057.148438
Iteration 377Q: 36 clusters Score -1.840174e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 164782 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12511 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 55939 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 8 contains 47919 members 
Mstep: Class 9 contains 221162 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 297167 members 
Mstep: Class 13 contains 2461 members 
Mstep: Class 14 contains 51032 members 
Mstep: Class 15 contains 82870 members 
Mstep: Class 16 contains 82954 members 
Mstep: Class 17 contains 175312 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 72609 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28152 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48263 members 
Mstep: Class 24 contains 70139 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92700 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1416 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016864.000000 Penalty: 124057.148438
Iteration 378Q: 36 clusters Score -1.840169e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 165440 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 55929 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 47894 members 
Mstep: Class 9 contains 221259 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 296524 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 50986 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 82965 members 
Mstep: Class 17 contains 175360 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 72569 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28127 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48258 members 
Mstep: Class 24 contains 70096 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92706 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1418 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184016112.000000 Penalty: 124057.148438
Iteration 379Q: 36 clusters Score -1.840161e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 166021 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 55926 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 221364 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 295882 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 50943 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 82969 members 
Mstep: Class 17 contains 175390 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 72533 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28122 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48272 members 
Mstep: Class 24 contains 70088 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92709 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015776.000000 Penalty: 124057.148438
Iteration 380F: 36 clusters Score -1.840158e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 166538 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 6 contains 55920 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 47868 members 
Mstep: Class 9 contains 221480 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 295253 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50917 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 82996 members 
Mstep: Class 17 contains 175432 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 72488 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28111 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48283 members 
Mstep: Class 24 contains 70092 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92732 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1426 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015728.000000 Penalty: 124057.148438
Iteration 381Q: 36 clusters Score -1.840157e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 166949 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12500 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 6 contains 55935 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 47876 members 
Mstep: Class 9 contains 221604 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 294633 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50888 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 83034 members 
Mstep: Class 17 contains 175489 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 72443 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28113 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48306 members 
Mstep: Class 24 contains 70095 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92745 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1428 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015424.000000 Penalty: 124057.148438
Iteration 382Q: 36 clusters Score -1.840154e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 167352 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12501 members 
Mstep: Class 5 contains 8228 members 
Mstep: Class 6 contains 55943 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 47877 members 
Mstep: Class 9 contains 221749 members 
Mstep: Class 10 contains 18466 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 293992 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50866 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 83055 members 
Mstep: Class 17 contains 175579 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 72378 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28123 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48321 members 
Mstep: Class 24 contains 70095 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92772 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1430 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015424.000000 Penalty: 124057.148438
Iteration 383Q: 36 clusters Score -1.840154e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 167736 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 8232 members 
Mstep: Class 6 contains 55943 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 47887 members 
Mstep: Class 9 contains 221861 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 293408 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50856 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 83083 members 
Mstep: Class 17 contains 175680 members 
Mstep: Class 18 contains 4364 members 
Mstep: Class 19 contains 72304 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28137 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48328 members 
Mstep: Class 24 contains 70091 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92785 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1431 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015312.000000 Penalty: 124057.148438
Iteration 384Q: 36 clusters Score -1.840153e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 168117 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 55953 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 47909 members 
Mstep: Class 9 contains 221982 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 292799 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50833 members 
Mstep: Class 15 contains 82885 members 
Mstep: Class 16 contains 83094 members 
Mstep: Class 17 contains 175770 members 
Mstep: Class 18 contains 4364 members 
Mstep: Class 19 contains 72240 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28150 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48339 members 
Mstep: Class 24 contains 70082 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92819 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015200.000000 Penalty: 124057.148438
Iteration 385Q: 36 clusters Score -1.840152e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 168470 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12511 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 55950 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 47921 members 
Mstep: Class 9 contains 222109 members 
Mstep: Class 10 contains 18462 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 292218 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50810 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 83113 members 
Mstep: Class 17 contains 175869 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 72169 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28164 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48347 members 
Mstep: Class 24 contains 70083 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3189 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92845 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015024.000000 Penalty: 124057.148438
Iteration 386Q: 36 clusters Score -1.84015e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 168779 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 6 contains 55950 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 47936 members 
Mstep: Class 9 contains 222241 members 
Mstep: Class 10 contains 18462 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 291679 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 50796 members 
Mstep: Class 15 contains 82891 members 
Mstep: Class 16 contains 83136 members 
Mstep: Class 17 contains 175946 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 72094 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28175 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48358 members 
Mstep: Class 24 contains 70088 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92875 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1432 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014864.000000 Penalty: 124057.148438
Iteration 387Q: 36 clusters Score -1.840149e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 169050 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 55955 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 47948 members 
Mstep: Class 9 contains 222382 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 291132 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 50793 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 83172 members 
Mstep: Class 17 contains 176003 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 72020 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28167 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48385 members 
Mstep: Class 24 contains 70114 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92924 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014640.000000 Penalty: 124057.148438
Iteration 388Q: 36 clusters Score -1.840146e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 169305 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 47983 members 
Mstep: Class 9 contains 222486 members 
Mstep: Class 10 contains 18450 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 290606 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50777 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 83230 members 
Mstep: Class 17 contains 176080 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 71942 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28161 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48411 members 
Mstep: Class 24 contains 70153 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92955 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184014032.000000 Penalty: 124057.148438
Iteration 389Q: 36 clusters Score -1.84014e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 169534 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 55965 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 47990 members 
Mstep: Class 9 contains 222588 members 
Mstep: Class 10 contains 18453 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 290064 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50766 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 83292 members 
Mstep: Class 17 contains 176157 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 71899 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28181 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48442 members 
Mstep: Class 24 contains 70189 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92973 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013824.000000 Penalty: 124057.148438
Iteration 390Q: 36 clusters Score -1.840138e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 169774 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 55986 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48004 members 
Mstep: Class 9 contains 222712 members 
Mstep: Class 10 contains 18452 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 289504 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50753 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 83335 members 
Mstep: Class 17 contains 176251 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 71855 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28193 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48459 members 
Mstep: Class 24 contains 70225 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92974 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013584.000000 Penalty: 124057.148438
Iteration 391Q: 36 clusters Score -1.840136e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 169972 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 56011 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 48028 members 
Mstep: Class 9 contains 222824 members 
Mstep: Class 10 contains 18452 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 288998 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50754 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 83381 members 
Mstep: Class 17 contains 176338 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 71809 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28200 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48472 members 
Mstep: Class 24 contains 70252 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 92980 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013504.000000 Penalty: 124057.148438
Iteration 392Q: 36 clusters Score -1.840135e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 170116 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 56021 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48041 members 
Mstep: Class 9 contains 222930 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 288530 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50760 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 83437 members 
Mstep: Class 17 contains 176408 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 71773 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28204 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48497 members 
Mstep: Class 24 contains 70287 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93005 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184013376.000000 Penalty: 124057.148438
Iteration 393Q: 36 clusters Score -1.840134e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 170225 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 56030 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 48063 members 
Mstep: Class 9 contains 223022 members 
Mstep: Class 10 contains 18453 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 288094 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50758 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 83494 members 
Mstep: Class 17 contains 176464 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 71740 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28216 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48528 members 
Mstep: Class 24 contains 70335 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93038 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012576.000000 Penalty: 124057.148438
Iteration 394Q: 36 clusters Score -1.840126e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 170320 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 8263 members 
Mstep: Class 6 contains 56045 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48080 members 
Mstep: Class 9 contains 223103 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 287667 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50757 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 83566 members 
Mstep: Class 17 contains 176528 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 71717 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28229 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48548 members 
Mstep: Class 24 contains 70360 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93076 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012768.000000 Penalty: 124057.148438
Iteration 395Q: 36 clusters Score -1.840128e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 170411 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 56061 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48096 members 
Mstep: Class 9 contains 223189 members 
Mstep: Class 10 contains 18453 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 287257 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 50759 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 83642 members 
Mstep: Class 17 contains 176592 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 71679 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28230 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48589 members 
Mstep: Class 24 contains 70378 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3200 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93105 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012560.000000 Penalty: 124057.148438
Iteration 396Q: 36 clusters Score -1.840126e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 170477 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 56083 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 48123 members 
Mstep: Class 9 contains 223285 members 
Mstep: Class 10 contains 18450 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 286813 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 50756 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 83722 members 
Mstep: Class 17 contains 176672 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 71638 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28254 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48624 members 
Mstep: Class 24 contains 70400 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93131 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012272.000000 Penalty: 124057.148438
Iteration 397Q: 36 clusters Score -1.840123e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 170545 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 56112 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48149 members 
Mstep: Class 9 contains 223385 members 
Mstep: Class 10 contains 18447 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 286371 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50752 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 83785 members 
Mstep: Class 17 contains 176745 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 71608 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28263 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48661 members 
Mstep: Class 24 contains 70436 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93163 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012096.000000 Penalty: 124057.148438
Iteration 398Q: 36 clusters Score -1.840121e+08 nChanged 1039
Entering ConstructFrom: 
Score: -184012096.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (47590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Entering Unmasked Estep 
Score: -5619706.500000 Penalty: 2671.053711
	Iteration 0F: 2 clusters Score -5619706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5587390.000000 Penalty: 5342.107422
	Iteration 0F: 3 clusters Score -5587390 nChanged 22113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5599702.500000 Penalty: 5342.107422
	Iteration 1F: 3 clusters Score -5599702 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5600300.000000 Penalty: 5342.107422
	Iteration 2Q: 3 clusters Score -5600300 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5601033.500000 Penalty: 5342.107422
	Iteration 3Q: 3 clusters Score -5601034 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -5602074.500000 Penalty: 5342.107422
	Iteration 4Q: 3 clusters Score -5602074 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5603508.500000 Penalty: 5342.107422
	Iteration 5Q: 3 clusters Score -5603508 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5605464.500000 Penalty: 5342.107422
	Iteration 6F: 3 clusters Score -5605464 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -5607773.500000 Penalty: 5342.107422
	Iteration 7F: 3 clusters Score -5607774 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5610182.500000 Penalty: 5342.107422
	Iteration 8F: 3 clusters Score -5610182 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5612468.000000 Penalty: 5342.107422
	Iteration 9F: 3 clusters Score -5612468 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -5614222.500000 Penalty: 5342.107422
	Iteration 10Q: 3 clusters Score -5614222 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5615404.500000 Penalty: 5342.107422
	Iteration 11Q: 3 clusters Score -5615404 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -5616173.500000 Penalty: 5342.107422
	Iteration 12Q: 3 clusters Score -5616174 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -5616597.000000 Penalty: 5342.107422
	Iteration 13Q: 3 clusters Score -5616597 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -5616860.000000 Penalty: 5342.107422
	Iteration 14Q: 3 clusters Score -5616860 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -5617036.500000 Penalty: 5342.107422
	Iteration 15Q: 3 clusters Score -5617036 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -5617121.000000 Penalty: 5342.107422
	Iteration 16Q: 3 clusters Score -5617121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5617193.500000 Penalty: 5342.107422
	Iteration 17Q: 3 clusters Score -5617194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -5617253.500000 Penalty: 5342.107422
	Iteration 18Q: 3 clusters Score -5617254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5617281.500000 Penalty: 5342.107422
	Iteration 19Q: 3 clusters Score -5617282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -5617314.000000 Penalty: 5342.107422
	Iteration 20F: 3 clusters Score -5617314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5617340.500000 Penalty: 5342.107422
	Iteration 21Q: 3 clusters Score -5617340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -5617355.000000 Penalty: 5342.107422
	Iteration 22Q: 3 clusters Score -5617355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -5617353.000000 Penalty: 5342.107422
	Iteration 23Q: 3 clusters Score -5617353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -5617368.500000 Penalty: 5342.107422
	Iteration 24Q: 3 clusters Score -5617368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -5617371.500000 Penalty: 5342.107422
	Iteration 25Q: 3 clusters Score -5617372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -5617385.500000 Penalty: 5342.107422
	Iteration 26Q: 3 clusters Score -5617386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -5617393.500000 Penalty: 5342.107422
	Iteration 27Q: 3 clusters Score -5617394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -5617400.500000 Penalty: 5342.107422
	Iteration 28Q: 3 clusters Score -5617400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -5617400.000000 Penalty: 5342.107422
	Iteration 29Q: 3 clusters Score -5617400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -5617408.000000 Penalty: 5342.107422
	Iteration 30Q: 3 clusters Score -5617408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -5617413.500000 Penalty: 5342.107422
	Iteration 31Q: 3 clusters Score -5617414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -5617414.000000 Penalty: 5342.107422
	Iteration 32Q: 3 clusters Score -5617414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5617414.000000 Penalty: 5342.107422
	Iteration 33Q: 3 clusters Score -5617414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -5617414.000000 Penalty: 5342.107422
	Iteration 34F: 3 clusters Score -5617414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Entering Unmasked Estep 
Score: -19977202.000000 Penalty: 2987.682129
	Iteration 0F: 2 clusters Score -1.99772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -19864208.000000 Penalty: 5975.364258
	Iteration 0F: 3 clusters Score -1.986421e+07 nChanged 81844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -19911496.000000 Penalty: 5975.364258
	Iteration 1F: 3 clusters Score -1.99115e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -19912452.000000 Penalty: 5975.364258
	Iteration 2Q: 3 clusters Score -1.991245e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -19913710.000000 Penalty: 5975.364258
	Iteration 3Q: 3 clusters Score -1.991371e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -19915626.000000 Penalty: 5975.364258
	Iteration 4Q: 3 clusters Score -1.991563e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -19918712.000000 Penalty: 5975.364258
	Iteration 5Q: 3 clusters Score -1.991871e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -19923982.000000 Penalty: 5975.364258
	Iteration 6F: 3 clusters Score -1.992398e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -19932292.000000 Penalty: 5975.364258
	Iteration 7F: 3 clusters Score -1.993229e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -19943994.000000 Penalty: 5975.364258
	Iteration 8F: 3 clusters Score -1.994399e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 149387 members 
Entering Unmasked Estep 
Score: -19956120.000000 Penalty: 5975.364258
	Iteration 9F: 3 clusters Score -1.995612e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 159673 members 
Entering Unmasked Estep 
Score: -19965392.000000 Penalty: 5975.364258
	Iteration 10F: 3 clusters Score -1.996539e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 165831 members 
Entering Unmasked Estep 
Score: -19970584.000000 Penalty: 5975.364258
	Iteration 11Q: 3 clusters Score -1.997058e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 168727 members 
Entering Unmasked Estep 
Score: -19972944.000000 Penalty: 5975.364258
	Iteration 12Q: 3 clusters Score -1.997294e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -19973862.000000 Penalty: 5975.364258
	Iteration 13Q: 3 clusters Score -1.997386e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 170141 members 
Entering Unmasked Estep 
Score: -19974216.000000 Penalty: 5975.364258
	Iteration 14Q: 3 clusters Score -1.997422e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -19974344.000000 Penalty: 5975.364258
	Iteration 15Q: 3 clusters Score -1.997434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 170301 members 
Entering Unmasked Estep 
Score: -19974426.000000 Penalty: 5975.364258
	Iteration 16Q: 3 clusters Score -1.997443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170316 members 
Entering Unmasked Estep 
Score: -19974480.000000 Penalty: 5975.364258
	Iteration 17Q: 3 clusters Score -1.997448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170321 members 
Entering Unmasked Estep 
Score: -19974488.000000 Penalty: 5975.364258
	Iteration 18Q: 3 clusters Score -1.997449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 170324 members 
Entering Unmasked Estep 
Score: -19974500.000000 Penalty: 5975.364258
	Iteration 19Q: 3 clusters Score -1.99745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 170325 members 
Entering Unmasked Estep 
Score: -19974522.000000 Penalty: 5975.364258
	Iteration 20F: 3 clusters Score -1.997452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 170325 members 
Entering Unmasked Estep 
Score: -19974530.000000 Penalty: 5975.364258
	Iteration 21Q: 3 clusters Score -1.997453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170326 members 
Entering Unmasked Estep 
Score: -19974538.000000 Penalty: 5975.364258
	Iteration 22Q: 3 clusters Score -1.997454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170326 members 
Entering Unmasked Estep 
Score: -19974532.000000 Penalty: 5975.364258
	Iteration 23Q: 3 clusters Score -1.997453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -19974536.000000 Penalty: 5975.364258
	Iteration 24Q: 3 clusters Score -1.997454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 170328 members 
Entering Unmasked Estep 
Score: -19974548.000000 Penalty: 5975.364258
	Iteration 25Q: 3 clusters Score -1.997455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170329 members 
Entering Unmasked Estep 
Score: -19974552.000000 Penalty: 5975.364258
	Iteration 26Q: 3 clusters Score -1.997455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170330 members 
Entering Unmasked Estep 
Score: -19974556.000000 Penalty: 5975.364258
	Iteration 27Q: 3 clusters Score -1.997456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
Score: -19974550.000000 Penalty: 5975.364258
	Iteration 28Q: 3 clusters Score -1.997455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
Score: -19974550.000000 Penalty: 5975.364258
	Iteration 29F: 3 clusters Score -1.997455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -208211.562500 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -208211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -205658.062500 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -205658.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206315.781250 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -206315.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -206907.906250 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -206907.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -207360.781250 Penalty: 3742.775391
	Iteration 3F: 3 clusters Score -207360.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -207603.687500 Penalty: 3742.775391
	Iteration 4F: 3 clusters Score -207603.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -207717.593750 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -207717.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -207767.515625 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -207767.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -207798.921875 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -207798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -207838.578125 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -207838.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -207871.875000 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -207871.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -207906.609375 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -207906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -207919.359375 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -207919.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -207924.500000 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -207924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -207927.234375 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -207927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -207933.250000 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -207933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -207937.531250 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -207937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -207941.593750 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -207941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -207944.828125 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -207944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -207945.265625 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -207945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -207945.828125 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -207945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -207945.828125 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -207945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Entering Unmasked Estep 
Score: -1371196.000000 Penalty: 2340.098389
	Iteration 0F: 2 clusters Score -1371196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1361915.625000 Penalty: 4680.196777
	Iteration 0F: 3 clusters Score -1361916 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1364815.125000 Penalty: 4680.196777
	Iteration 1F: 3 clusters Score -1364815 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1365205.500000 Penalty: 4680.196777
	Iteration 2F: 3 clusters Score -1365206 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1365549.625000 Penalty: 4680.196777
	Iteration 3F: 3 clusters Score -1365550 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1365861.000000 Penalty: 4680.196777
	Iteration 4Q: 3 clusters Score -1365861 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1366126.375000 Penalty: 4680.196777
	Iteration 5Q: 3 clusters Score -1366126 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1366405.125000 Penalty: 4680.196777
	Iteration 6Q: 3 clusters Score -1366405 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1366731.250000 Penalty: 4680.196777
	Iteration 7Q: 3 clusters Score -1366731 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1367125.000000 Penalty: 4680.196777
	Iteration 8Q: 3 clusters Score -1367125 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1367583.875000 Penalty: 4680.196777
	Iteration 9Q: 3 clusters Score -1367584 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1368053.875000 Penalty: 4680.196777
	Iteration 10Q: 3 clusters Score -1368054 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1368511.875000 Penalty: 4680.196777
	Iteration 11Q: 3 clusters Score -1368512 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1368864.750000 Penalty: 4680.196777
	Iteration 12Q: 3 clusters Score -1368865 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1369096.125000 Penalty: 4680.196777
	Iteration 13Q: 3 clusters Score -1369096 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1369280.125000 Penalty: 4680.196777
	Iteration 14Q: 3 clusters Score -1369280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1369392.500000 Penalty: 4680.196777
	Iteration 15Q: 3 clusters Score -1369392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1369464.500000 Penalty: 4680.196777
	Iteration 16Q: 3 clusters Score -1369464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1369524.750000 Penalty: 4680.196777
	Iteration 17Q: 3 clusters Score -1369525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1369566.500000 Penalty: 4680.196777
	Iteration 18Q: 3 clusters Score -1369566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1369587.750000 Penalty: 4680.196777
	Iteration 19Q: 3 clusters Score -1369588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1369608.250000 Penalty: 4680.196777
	Iteration 20F: 3 clusters Score -1369608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1369623.500000 Penalty: 4680.196777
	Iteration 21Q: 3 clusters Score -1369624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1369628.125000 Penalty: 4680.196777
	Iteration 22Q: 3 clusters Score -1369628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1369632.500000 Penalty: 4680.196777
	Iteration 23Q: 3 clusters Score -1369632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1369637.375000 Penalty: 4680.196777
	Iteration 24Q: 3 clusters Score -1369637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1369638.375000 Penalty: 4680.196777
	Iteration 25Q: 3 clusters Score -1369638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1369640.250000 Penalty: 4680.196777
	Iteration 26Q: 3 clusters Score -1369640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1369649.875000 Penalty: 4680.196777
	Iteration 27Q: 3 clusters Score -1369650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1369654.000000 Penalty: 4680.196777
	Iteration 28Q: 3 clusters Score -1369654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1369655.875000 Penalty: 4680.196777
	Iteration 29Q: 3 clusters Score -1369656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1369657.875000 Penalty: 4680.196777
	Iteration 30Q: 3 clusters Score -1369658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1369657.375000 Penalty: 4680.196777
	Iteration 31Q: 3 clusters Score -1369657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1369657.125000 Penalty: 4680.196777
	Iteration 32Q: 3 clusters Score -1369657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1369657.375000 Penalty: 4680.196777
	Iteration 33Q: 3 clusters Score -1369657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1369657.750000 Penalty: 4680.196777
	Iteration 34Q: 3 clusters Score -1369658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1369657.750000 Penalty: 4680.196777
	Iteration 35F: 3 clusters Score -1369658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Entering Unmasked Estep 
Score: -934398.062500 Penalty: 2237.116699
	Iteration 0F: 2 clusters Score -934398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -927856.750000 Penalty: 4474.233398
	Iteration 0F: 3 clusters Score -927856.8 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -929561.187500 Penalty: 4474.233398
	Iteration 1F: 3 clusters Score -929561.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -929816.562500 Penalty: 4474.233398
	Iteration 2F: 3 clusters Score -929816.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -929975.062500 Penalty: 4474.233398
	Iteration 3Q: 3 clusters Score -929975.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -930093.375000 Penalty: 4474.233398
	Iteration 4Q: 3 clusters Score -930093.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -930185.437500 Penalty: 4474.233398
	Iteration 5Q: 3 clusters Score -930185.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -930259.250000 Penalty: 4474.233398
	Iteration 6Q: 3 clusters Score -930259.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -930327.625000 Penalty: 4474.233398
	Iteration 7Q: 3 clusters Score -930327.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -930395.562500 Penalty: 4474.233398
	Iteration 8Q: 3 clusters Score -930395.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -930481.250000 Penalty: 4474.233398
	Iteration 9Q: 3 clusters Score -930481.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -930565.687500 Penalty: 4474.233398
	Iteration 10Q: 3 clusters Score -930565.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -930667.562500 Penalty: 4474.233398
	Iteration 11Q: 3 clusters Score -930667.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -930781.250000 Penalty: 4474.233398
	Iteration 12Q: 3 clusters Score -930781.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -930926.125000 Penalty: 4474.233398
	Iteration 13Q: 3 clusters Score -930926.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -931087.625000 Penalty: 4474.233398
	Iteration 14Q: 3 clusters Score -931087.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -931264.937500 Penalty: 4474.233398
	Iteration 15Q: 3 clusters Score -931264.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -931438.812500 Penalty: 4474.233398
	Iteration 16Q: 3 clusters Score -931438.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -931628.562500 Penalty: 4474.233398
	Iteration 17Q: 3 clusters Score -931628.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -931791.312500 Penalty: 4474.233398
	Iteration 18Q: 3 clusters Score -931791.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -931916.500000 Penalty: 4474.233398
	Iteration 19Q: 3 clusters Score -931916.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -932046.562500 Penalty: 4474.233398
	Iteration 20F: 3 clusters Score -932046.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -932161.500000 Penalty: 4474.233398
	Iteration 21Q: 3 clusters Score -932161.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -932246.562500 Penalty: 4474.233398
	Iteration 22Q: 3 clusters Score -932246.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -932309.187500 Penalty: 4474.233398
	Iteration 23Q: 3 clusters Score -932309.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -932355.437500 Penalty: 4474.233398
	Iteration 24Q: 3 clusters Score -932355.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -932390.625000 Penalty: 4474.233398
	Iteration 25Q: 3 clusters Score -932390.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -932419.625000 Penalty: 4474.233398
	Iteration 26Q: 3 clusters Score -932419.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -932439.750000 Penalty: 4474.233398
	Iteration 27Q: 3 clusters Score -932439.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -932460.375000 Penalty: 4474.233398
	Iteration 28Q: 3 clusters Score -932460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -932472.250000 Penalty: 4474.233398
	Iteration 29Q: 3 clusters Score -932472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -932479.312500 Penalty: 4474.233398
	Iteration 30Q: 3 clusters Score -932479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -932484.437500 Penalty: 4474.233398
	Iteration 31Q: 3 clusters Score -932484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -932489.937500 Penalty: 4474.233398
	Iteration 32Q: 3 clusters Score -932489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -932494.312500 Penalty: 4474.233398
	Iteration 33Q: 3 clusters Score -932494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -932498.625000 Penalty: 4474.233398
	Iteration 34Q: 3 clusters Score -932498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -932500.312500 Penalty: 4474.233398
	Iteration 35Q: 3 clusters Score -932500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -932501.250000 Penalty: 4474.233398
	Iteration 36Q: 3 clusters Score -932501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -932501.562500 Penalty: 4474.233398
	Iteration 37Q: 3 clusters Score -932501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -932502.000000 Penalty: 4474.233398
	Iteration 38Q: 3 clusters Score -932502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -932503.437500 Penalty: 4474.233398
	Iteration 39Q: 3 clusters Score -932503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -932504.437500 Penalty: 4474.233398
	Iteration 40F: 3 clusters Score -932504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Entering Unmasked Estep 
Score: -6672800.500000 Penalty: 2711.994385
	Iteration 0F: 2 clusters Score -6672800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -6634959.500000 Penalty: 5423.988770
	Iteration 0F: 3 clusters Score -6634960 nChanged 26133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -6649692.500000 Penalty: 5423.988770
	Iteration 1F: 3 clusters Score -6649692 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6650314.000000 Penalty: 5423.988770
	Iteration 2Q: 3 clusters Score -6650314 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -6650915.000000 Penalty: 5423.988770
	Iteration 3Q: 3 clusters Score -6650915 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6651494.000000 Penalty: 5423.988770
	Iteration 4Q: 3 clusters Score -6651494 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6652079.000000 Penalty: 5423.988770
	Iteration 5Q: 3 clusters Score -6652079 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6652660.000000 Penalty: 5423.988770
	Iteration 6Q: 3 clusters Score -6652660 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -6653401.000000 Penalty: 5423.988770
	Iteration 7Q: 3 clusters Score -6653401 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -6654267.500000 Penalty: 5423.988770
	Iteration 8Q: 3 clusters Score -6654268 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6655538.000000 Penalty: 5423.988770
	Iteration 9Q: 3 clusters Score -6655538 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -6657639.000000 Penalty: 5423.988770
	Iteration 10F: 3 clusters Score -6657639 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6660504.000000 Penalty: 5423.988770
	Iteration 11F: 3 clusters Score -6660504 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6663541.500000 Penalty: 5423.988770
	Iteration 12F: 3 clusters Score -6663542 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -6665732.500000 Penalty: 5423.988770
	Iteration 13Q: 3 clusters Score -6665732 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -6666915.000000 Penalty: 5423.988770
	Iteration 14Q: 3 clusters Score -6666915 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -6667560.500000 Penalty: 5423.988770
	Iteration 15Q: 3 clusters Score -6667560 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -6667970.000000 Penalty: 5423.988770
	Iteration 16Q: 3 clusters Score -6667970 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6668264.000000 Penalty: 5423.988770
	Iteration 17Q: 3 clusters Score -6668264 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -6668545.500000 Penalty: 5423.988770
	Iteration 18Q: 3 clusters Score -6668546 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -6668792.000000 Penalty: 5423.988770
	Iteration 19Q: 3 clusters Score -6668792 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6669022.000000 Penalty: 5423.988770
	Iteration 20F: 3 clusters Score -6669022 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6669252.500000 Penalty: 5423.988770
	Iteration 21Q: 3 clusters Score -6669252 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -6669397.500000 Penalty: 5423.988770
	Iteration 22Q: 3 clusters Score -6669398 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6669548.000000 Penalty: 5423.988770
	Iteration 23Q: 3 clusters Score -6669548 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -6669725.000000 Penalty: 5423.988770
	Iteration 24Q: 3 clusters Score -6669725 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -6669845.000000 Penalty: 5423.988770
	Iteration 25Q: 3 clusters Score -6669845 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -6669953.500000 Penalty: 5423.988770
	Iteration 26Q: 3 clusters Score -6669954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6670035.000000 Penalty: 5423.988770
	Iteration 27Q: 3 clusters Score -6670035 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6670077.000000 Penalty: 5423.988770
	Iteration 28Q: 3 clusters Score -6670077 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6670145.000000 Penalty: 5423.988770
	Iteration 29Q: 3 clusters Score -6670145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6670226.000000 Penalty: 5423.988770
	Iteration 30Q: 3 clusters Score -6670226 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6670283.500000 Penalty: 5423.988770
	Iteration 31Q: 3 clusters Score -6670284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6670330.500000 Penalty: 5423.988770
	Iteration 32Q: 3 clusters Score -6670330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6670353.000000 Penalty: 5423.988770
	Iteration 33Q: 3 clusters Score -6670353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6670388.500000 Penalty: 5423.988770
	Iteration 34Q: 3 clusters Score -6670388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6670407.500000 Penalty: 5423.988770
	Iteration 35Q: 3 clusters Score -6670408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6670435.000000 Penalty: 5423.988770
	Iteration 36Q: 3 clusters Score -6670435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6670453.500000 Penalty: 5423.988770
	Iteration 37Q: 3 clusters Score -6670454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6670491.000000 Penalty: 5423.988770
	Iteration 38Q: 3 clusters Score -6670491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6670508.500000 Penalty: 5423.988770
	Iteration 39Q: 3 clusters Score -6670508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6670512.000000 Penalty: 5423.988770
	Iteration 40F: 3 clusters Score -6670512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6670528.000000 Penalty: 5423.988770
	Iteration 41Q: 3 clusters Score -6670528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6670551.000000 Penalty: 5423.988770
	Iteration 42Q: 3 clusters Score -6670551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6670553.000000 Penalty: 5423.988770
	Iteration 43Q: 3 clusters Score -6670553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6670571.000000 Penalty: 5423.988770
	Iteration 44Q: 3 clusters Score -6670571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6670574.500000 Penalty: 5423.988770
	Iteration 45Q: 3 clusters Score -6670574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6670585.000000 Penalty: 5423.988770
	Iteration 46Q: 3 clusters Score -6670585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6670602.500000 Penalty: 5423.988770
	Iteration 47Q: 3 clusters Score -6670602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6670609.000000 Penalty: 5423.988770
	Iteration 48Q: 3 clusters Score -6670609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6670614.000000 Penalty: 5423.988770
	Iteration 49Q: 3 clusters Score -6670614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6670603.500000 Penalty: 5423.988770
	Iteration 50Q: 3 clusters Score -6670604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6670611.500000 Penalty: 5423.988770
	Iteration 51Q: 3 clusters Score -6670612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6670609.500000 Penalty: 5423.988770
	Iteration 52Q: 3 clusters Score -6670610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6670614.000000 Penalty: 5423.988770
	Iteration 53Q: 3 clusters Score -6670614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6670624.000000 Penalty: 5423.988770
	Iteration 54Q: 3 clusters Score -6670624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6670622.500000 Penalty: 5423.988770
	Iteration 55Q: 3 clusters Score -6670622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6670633.000000 Penalty: 5423.988770
	Iteration 56Q: 3 clusters Score -6670633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6670626.500000 Penalty: 5423.988770
	Iteration 57Q: 3 clusters Score -6670626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6670632.000000 Penalty: 5423.988770
	Iteration 58Q: 3 clusters Score -6670632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6670629.500000 Penalty: 5423.988770
	Iteration 59Q: 3 clusters Score -6670630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6670625.500000 Penalty: 5423.988770
	Iteration 60F: 3 clusters Score -6670626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6670629.500000 Penalty: 5423.988770
	Iteration 61Q: 3 clusters Score -6670630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6670633.500000 Penalty: 5423.988770
	Iteration 62Q: 3 clusters Score -6670634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6670635.500000 Penalty: 5423.988770
	Iteration 63Q: 3 clusters Score -6670636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6670637.000000 Penalty: 5423.988770
	Iteration 64Q: 3 clusters Score -6670637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6670634.000000 Penalty: 5423.988770
	Iteration 65Q: 3 clusters Score -6670634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6670639.000000 Penalty: 5423.988770
	Iteration 66Q: 3 clusters Score -6670639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6670637.000000 Penalty: 5423.988770
	Iteration 67Q: 3 clusters Score -6670637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6670639.500000 Penalty: 5423.988770
	Iteration 68Q: 3 clusters Score -6670640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6670641.000000 Penalty: 5423.988770
	Iteration 69Q: 3 clusters Score -6670641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6670642.000000 Penalty: 5423.988770
	Iteration 70Q: 3 clusters Score -6670642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6670636.000000 Penalty: 5423.988770
	Iteration 71Q: 3 clusters Score -6670636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6670641.000000 Penalty: 5423.988770
	Iteration 72Q: 3 clusters Score -6670641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6670647.500000 Penalty: 5423.988770
	Iteration 73Q: 3 clusters Score -6670648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6670649.500000 Penalty: 5423.988770
	Iteration 74Q: 3 clusters Score -6670650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6670651.500000 Penalty: 5423.988770
	Iteration 75Q: 3 clusters Score -6670652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6670651.500000 Penalty: 5423.988770
	Iteration 76F: 3 clusters Score -6670652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -942522.062500 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -942522.1 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 4151 members 
Entering Unmasked Estep 
Score: -936013.937500 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -936013.9 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -937855.750000 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -937855.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -938112.875000 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -938112.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -938261.812500 Penalty: 4470.803711
	Iteration 3Q: 3 clusters Score -938261.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -938365.187500 Penalty: 4470.803711
	Iteration 4Q: 3 clusters Score -938365.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -938435.187500 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -938435.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -938499.437500 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -938499.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -938557.250000 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -938557.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -938619.562500 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -938619.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -938672.250000 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -938672.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -938739.500000 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -938739.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -938822.062500 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -938822.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -938906.875000 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -938906.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -939007.937500 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -939007.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -939123.625000 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -939123.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -939255.750000 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -939255.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -939406.750000 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -939406.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -939536.875000 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -939536.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -939643.562500 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -939643.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -939752.500000 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -939752.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -939856.437500 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -939856.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -939961.687500 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -939961.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -940063.625000 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -940063.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -940152.000000 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -940152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -940243.125000 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -940243.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -940302.437500 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -940302.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -940360.125000 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -940360.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -940400.625000 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -940400.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -940444.125000 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -940444.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -940471.562500 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -940471.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -940490.062500 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -940490.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -940505.812500 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -940505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -940519.437500 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -940519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -940525.625000 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -940525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -940531.375000 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -940531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -940537.812500 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -940537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -940538.937500 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -940538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -940542.375000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -940542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -940543.750000 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -940543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -940544.562500 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -940544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -940545.375000 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -940545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -940545.625000 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -940545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -940546.875000 Penalty: 4470.803711
	Iteration 42Q: 3 clusters Score -940546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -940551.187500 Penalty: 4470.803711
	Iteration 43Q: 3 clusters Score -940551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -940552.937500 Penalty: 4470.803711
	Iteration 44Q: 3 clusters Score -940552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -940554.562500 Penalty: 4470.803711
	Iteration 45Q: 3 clusters Score -940554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -940554.562500 Penalty: 4470.803711
	Iteration 46F: 3 clusters Score -940554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Entering Unmasked Estep 
Score: -5736515.500000 Penalty: 2674.057861
	Iteration 0F: 2 clusters Score -5736516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -5703989.500000 Penalty: 5348.115723
	Iteration 0F: 3 clusters Score -5703990 nChanged 22069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5716555.000000 Penalty: 5348.115723
	Iteration 1F: 3 clusters Score -5716555 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5717346.000000 Penalty: 5348.115723
	Iteration 2Q: 3 clusters Score -5717346 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -5718369.000000 Penalty: 5348.115723
	Iteration 3Q: 3 clusters Score -5718369 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5719957.000000 Penalty: 5348.115723
	Iteration 4F: 3 clusters Score -5719957 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5722521.000000 Penalty: 5348.115723
	Iteration 5F: 3 clusters Score -5722521 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5725860.500000 Penalty: 5348.115723
	Iteration 6F: 3 clusters Score -5725860 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -5729316.500000 Penalty: 5348.115723
	Iteration 7F: 3 clusters Score -5729316 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5731869.000000 Penalty: 5348.115723
	Iteration 8F: 3 clusters Score -5731869 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5733241.000000 Penalty: 5348.115723
	Iteration 9Q: 3 clusters Score -5733241 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5733813.500000 Penalty: 5348.115723
	Iteration 10Q: 3 clusters Score -5733814 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5734083.500000 Penalty: 5348.115723
	Iteration 11Q: 3 clusters Score -5734084 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5734204.500000 Penalty: 5348.115723
	Iteration 12Q: 3 clusters Score -5734204 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5734261.500000 Penalty: 5348.115723
	Iteration 13Q: 3 clusters Score -5734262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5734326.500000 Penalty: 5348.115723
	Iteration 14Q: 3 clusters Score -5734326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5734368.500000 Penalty: 5348.115723
	Iteration 15Q: 3 clusters Score -5734368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5734387.000000 Penalty: 5348.115723
	Iteration 16Q: 3 clusters Score -5734387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5734400.000000 Penalty: 5348.115723
	Iteration 17Q: 3 clusters Score -5734400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5734418.500000 Penalty: 5348.115723
	Iteration 18Q: 3 clusters Score -5734418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5734433.500000 Penalty: 5348.115723
	Iteration 19Q: 3 clusters Score -5734434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5734467.500000 Penalty: 5348.115723
	Iteration 20F: 3 clusters Score -5734468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5734470.000000 Penalty: 5348.115723
	Iteration 21Q: 3 clusters Score -5734470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5734473.000000 Penalty: 5348.115723
	Iteration 22Q: 3 clusters Score -5734473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5734475.000000 Penalty: 5348.115723
	Iteration 23Q: 3 clusters Score -5734475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5734484.000000 Penalty: 5348.115723
	Iteration 24Q: 3 clusters Score -5734484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5734486.500000 Penalty: 5348.115723
	Iteration 25Q: 3 clusters Score -5734486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5734491.500000 Penalty: 5348.115723
	Iteration 26Q: 3 clusters Score -5734492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5734495.500000 Penalty: 5348.115723
	Iteration 27Q: 3 clusters Score -5734496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5734506.000000 Penalty: 5348.115723
	Iteration 28Q: 3 clusters Score -5734506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5734499.000000 Penalty: 5348.115723
	Iteration 29Q: 3 clusters Score -5734499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5734506.500000 Penalty: 5348.115723
	Iteration 30Q: 3 clusters Score -5734506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5734515.000000 Penalty: 5348.115723
	Iteration 31Q: 3 clusters Score -5734515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5734519.500000 Penalty: 5348.115723
	Iteration 32Q: 3 clusters Score -5734520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5734513.500000 Penalty: 5348.115723
	Iteration 33Q: 3 clusters Score -5734514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5734513.500000 Penalty: 5348.115723
	Iteration 34F: 3 clusters Score -5734514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (223507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223507 members 
Entering Unmasked Estep 
Score: -26275332.000000 Penalty: 3054.665039
	Iteration 0F: 2 clusters Score -2.627533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -26131380.000000 Penalty: 6109.330078
	Iteration 0F: 3 clusters Score -2.613138e+07 nChanged 107671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 117119 members 
Entering Unmasked Estep 
Score: -26194934.000000 Penalty: 6109.330078
	Iteration 1F: 3 clusters Score -2.619493e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 120270 members 
Entering Unmasked Estep 
Score: -26196760.000000 Penalty: 6109.330078
	Iteration 2Q: 3 clusters Score -2.619676e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 125050 members 
Entering Unmasked Estep 
Score: -26198782.000000 Penalty: 6109.330078
	Iteration 3Q: 3 clusters Score -2.619878e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 132160 members 
Entering Unmasked Estep 
Score: -26202420.000000 Penalty: 6109.330078
	Iteration 4Q: 3 clusters Score -2.620242e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 142396 members 
Entering Unmasked Estep 
Score: -26208456.000000 Penalty: 6109.330078
	Iteration 5F: 3 clusters Score -2.620846e+07 nChanged 15003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 156073 members 
Entering Unmasked Estep 
Score: -26218158.000000 Penalty: 6109.330078
	Iteration 6F: 3 clusters Score -2.621816e+07 nChanged 17320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -26230728.000000 Penalty: 6109.330078
	Iteration 7F: 3 clusters Score -2.623073e+07 nChanged 17249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 189512 members 
Entering Unmasked Estep 
Score: -26244530.000000 Penalty: 6109.330078
	Iteration 8F: 3 clusters Score -2.624453e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 203704 members 
Entering Unmasked Estep 
Score: -26256504.000000 Penalty: 6109.330078
	Iteration 9F: 3 clusters Score -2.62565e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 213315 members 
Entering Unmasked Estep 
Score: -26264446.000000 Penalty: 6109.330078
	Iteration 10Q: 3 clusters Score -2.626445e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 218515 members 
Entering Unmasked Estep 
Score: -26268824.000000 Penalty: 6109.330078
	Iteration 11Q: 3 clusters Score -2.626882e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 220903 members 
Entering Unmasked Estep 
Score: -26270998.000000 Penalty: 6109.330078
	Iteration 12Q: 3 clusters Score -2.6271e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -26271878.000000 Penalty: 6109.330078
	Iteration 13Q: 3 clusters Score -2.627188e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 222328 members 
Entering Unmasked Estep 
Score: -26272278.000000 Penalty: 6109.330078
	Iteration 14Q: 3 clusters Score -2.627228e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 222523 members 
Entering Unmasked Estep 
Score: -26272492.000000 Penalty: 6109.330078
	Iteration 15Q: 3 clusters Score -2.627249e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -26272616.000000 Penalty: 6109.330078
	Iteration 16Q: 3 clusters Score -2.627262e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 222680 members 
Entering Unmasked Estep 
Score: -26272688.000000 Penalty: 6109.330078
	Iteration 17Q: 3 clusters Score -2.627269e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 222704 members 
Entering Unmasked Estep 
Score: -26272756.000000 Penalty: 6109.330078
	Iteration 18Q: 3 clusters Score -2.627276e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 222719 members 
Entering Unmasked Estep 
Score: -26272768.000000 Penalty: 6109.330078
	Iteration 19Q: 3 clusters Score -2.627277e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 222724 members 
Entering Unmasked Estep 
Score: -26272822.000000 Penalty: 6109.330078
	Iteration 20F: 3 clusters Score -2.627282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 222735 members 
Entering Unmasked Estep 
Score: -26272822.000000 Penalty: 6109.330078
	Iteration 21Q: 3 clusters Score -2.627282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 222737 members 
Entering Unmasked Estep 
Score: -26272838.000000 Penalty: 6109.330078
	Iteration 22Q: 3 clusters Score -2.627284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 222736 members 
Entering Unmasked Estep 
Score: -26272858.000000 Penalty: 6109.330078
	Iteration 23Q: 3 clusters Score -2.627286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 222739 members 
Entering Unmasked Estep 
Score: -26272880.000000 Penalty: 6109.330078
	Iteration 24Q: 3 clusters Score -2.627288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 222742 members 
Entering Unmasked Estep 
Score: -26272902.000000 Penalty: 6109.330078
	Iteration 25Q: 3 clusters Score -2.62729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 222748 members 
Entering Unmasked Estep 
Score: -26272898.000000 Penalty: 6109.330078
	Iteration 26Q: 3 clusters Score -2.62729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 222750 members 
Entering Unmasked Estep 
Score: -26272884.000000 Penalty: 6109.330078
	Iteration 27Q: 3 clusters Score -2.627288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 222752 members 
Entering Unmasked Estep 
Score: -26272898.000000 Penalty: 6109.330078
	Iteration 28Q: 3 clusters Score -2.62729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 222757 members 
Entering Unmasked Estep 
Score: -26272894.000000 Penalty: 6109.330078
	Iteration 29Q: 3 clusters Score -2.627289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 222758 members 
Entering Unmasked Estep 
Score: -26272884.000000 Penalty: 6109.330078
	Iteration 30Q: 3 clusters Score -2.627288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 222759 members 
Entering Unmasked Estep 
Score: -26272896.000000 Penalty: 6109.330078
	Iteration 31Q: 3 clusters Score -2.62729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 222759 members 
Entering Unmasked Estep 
Score: -26272896.000000 Penalty: 6109.330078
	Iteration 32F: 3 clusters Score -2.62729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Entering Unmasked Estep 
Score: -2141144.750000 Penalty: 2435.965088
	Iteration 0F: 2 clusters Score -2141145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2127967.000000 Penalty: 4871.930176
	Iteration 0F: 3 clusters Score -2127967 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2132339.250000 Penalty: 4871.930176
	Iteration 1F: 3 clusters Score -2132339 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2132852.000000 Penalty: 4871.930176
	Iteration 2F: 3 clusters Score -2132852 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2133407.500000 Penalty: 4871.930176
	Iteration 3F: 3 clusters Score -2133408 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2134034.750000 Penalty: 4871.930176
	Iteration 4F: 3 clusters Score -2134035 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2134779.250000 Penalty: 4871.930176
	Iteration 5F: 3 clusters Score -2134779 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2135634.250000 Penalty: 4871.930176
	Iteration 6F: 3 clusters Score -2135634 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2136510.000000 Penalty: 4871.930176
	Iteration 7F: 3 clusters Score -2136510 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2137280.750000 Penalty: 4871.930176
	Iteration 8Q: 3 clusters Score -2137281 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2137940.500000 Penalty: 4871.930176
	Iteration 9Q: 3 clusters Score -2137940 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2138453.750000 Penalty: 4871.930176
	Iteration 10Q: 3 clusters Score -2138454 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2138840.250000 Penalty: 4871.930176
	Iteration 11Q: 3 clusters Score -2138840 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2139133.750000 Penalty: 4871.930176
	Iteration 12Q: 3 clusters Score -2139134 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2139340.500000 Penalty: 4871.930176
	Iteration 13Q: 3 clusters Score -2139340 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2139504.750000 Penalty: 4871.930176
	Iteration 14Q: 3 clusters Score -2139505 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2139607.000000 Penalty: 4871.930176
	Iteration 15Q: 3 clusters Score -2139607 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2139672.500000 Penalty: 4871.930176
	Iteration 16Q: 3 clusters Score -2139672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2139707.500000 Penalty: 4871.930176
	Iteration 17Q: 3 clusters Score -2139708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2139735.750000 Penalty: 4871.930176
	Iteration 18Q: 3 clusters Score -2139736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2139752.500000 Penalty: 4871.930176
	Iteration 19Q: 3 clusters Score -2139752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2139770.250000 Penalty: 4871.930176
	Iteration 20F: 3 clusters Score -2139770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2139783.250000 Penalty: 4871.930176
	Iteration 21Q: 3 clusters Score -2139783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2139795.250000 Penalty: 4871.930176
	Iteration 22Q: 3 clusters Score -2139795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2139803.250000 Penalty: 4871.930176
	Iteration 23Q: 3 clusters Score -2139803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2139819.250000 Penalty: 4871.930176
	Iteration 24Q: 3 clusters Score -2139819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2139818.000000 Penalty: 4871.930176
	Iteration 25Q: 3 clusters Score -2139818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2139829.250000 Penalty: 4871.930176
	Iteration 26Q: 3 clusters Score -2139829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2139835.750000 Penalty: 4871.930176
	Iteration 27Q: 3 clusters Score -2139836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2139840.750000 Penalty: 4871.930176
	Iteration 28Q: 3 clusters Score -2139841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2139837.750000 Penalty: 4871.930176
	Iteration 29Q: 3 clusters Score -2139838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2139836.500000 Penalty: 4871.930176
	Iteration 30Q: 3 clusters Score -2139836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2139837.750000 Penalty: 4871.930176
	Iteration 31Q: 3 clusters Score -2139838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2139837.500000 Penalty: 4871.930176
	Iteration 32Q: 3 clusters Score -2139838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2139840.000000 Penalty: 4871.930176
	Iteration 33Q: 3 clusters Score -2139840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2139843.500000 Penalty: 4871.930176
	Iteration 34Q: 3 clusters Score -2139844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2139846.750000 Penalty: 4871.930176
	Iteration 35Q: 3 clusters Score -2139847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2139844.750000 Penalty: 4871.930176
	Iteration 36Q: 3 clusters Score -2139845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2139844.750000 Penalty: 4871.930176
	Iteration 37Q: 3 clusters Score -2139845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2139845.750000 Penalty: 4871.930176
	Iteration 38Q: 3 clusters Score -2139846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2139843.250000 Penalty: 4871.930176
	Iteration 39Q: 3 clusters Score -2139843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2139843.250000 Penalty: 4871.930176
	Iteration 40F: 3 clusters Score -2139843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -219262.687500 Penalty: 1873.604980
	Iteration 0F: 2 clusters Score -219262.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -216652.171875 Penalty: 3747.209961
	Iteration 0F: 3 clusters Score -216652.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -217128.937500 Penalty: 3747.209961
	Iteration 1F: 3 clusters Score -217128.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217226.531250 Penalty: 3747.209961
	Iteration 2F: 3 clusters Score -217226.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217280.687500 Penalty: 3747.209961
	Iteration 3Q: 3 clusters Score -217280.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -217319.000000 Penalty: 3747.209961
	Iteration 4Q: 3 clusters Score -217319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -217346.921875 Penalty: 3747.209961
	Iteration 5Q: 3 clusters Score -217346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -217356.093750 Penalty: 3747.209961
	Iteration 6Q: 3 clusters Score -217356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -217360.687500 Penalty: 3747.209961
	Iteration 7Q: 3 clusters Score -217360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217364.750000 Penalty: 3747.209961
	Iteration 8Q: 3 clusters Score -217364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217367.406250 Penalty: 3747.209961
	Iteration 9Q: 3 clusters Score -217367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -217370.578125 Penalty: 3747.209961
	Iteration 10Q: 3 clusters Score -217370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217375.296875 Penalty: 3747.209961
	Iteration 11Q: 3 clusters Score -217375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217379.828125 Penalty: 3747.209961
	Iteration 12Q: 3 clusters Score -217379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217382.406250 Penalty: 3747.209961
	Iteration 13Q: 3 clusters Score -217382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -217383.234375 Penalty: 3747.209961
	Iteration 14Q: 3 clusters Score -217383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217386.359375 Penalty: 3747.209961
	Iteration 15Q: 3 clusters Score -217386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -217389.609375 Penalty: 3747.209961
	Iteration 16Q: 3 clusters Score -217389.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -217395.718750 Penalty: 3747.209961
	Iteration 17Q: 3 clusters Score -217395.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217410.796875 Penalty: 3747.209961
	Iteration 18Q: 3 clusters Score -217410.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217421.828125 Penalty: 3747.209961
	Iteration 19Q: 3 clusters Score -217421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -217428.062500 Penalty: 3747.209961
	Iteration 20F: 3 clusters Score -217428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217435.546875 Penalty: 3747.209961
	Iteration 21Q: 3 clusters Score -217435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217441.593750 Penalty: 3747.209961
	Iteration 22Q: 3 clusters Score -217441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -217447.390625 Penalty: 3747.209961
	Iteration 23Q: 3 clusters Score -217447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -217451.343750 Penalty: 3747.209961
	Iteration 24Q: 3 clusters Score -217451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217452.531250 Penalty: 3747.209961
	Iteration 25Q: 3 clusters Score -217452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -217452.531250 Penalty: 3747.209961
	Iteration 26F: 3 clusters Score -217452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (285923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285923 members 
Entering Unmasked Estep 
Score: -33417954.000000 Penalty: 3115.742432
	Iteration 0F: 2 clusters Score -3.341795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -33233866.000000 Penalty: 6231.484863
	Iteration 0F: 3 clusters Score -3.323387e+07 nChanged 138566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 144766 members 
Entering Unmasked Estep 
Score: -33317516.000000 Penalty: 6231.484863
	Iteration 1F: 3 clusters Score -3.331752e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140995 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -33320224.000000 Penalty: 6231.484863
	Iteration 2Q: 3 clusters Score -3.332022e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141037 members 
Mstep: Class 2 contains 144886 members 
Entering Unmasked Estep 
Score: -33324704.000000 Penalty: 6231.484863
	Iteration 3Q: 3 clusters Score -3.33247e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 144225 members 
Entering Unmasked Estep 
Score: -33331512.000000 Penalty: 6231.484863
	Iteration 4Q: 3 clusters Score -3.333151e+07 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143313 members 
Mstep: Class 2 contains 142610 members 
Entering Unmasked Estep 
Score: -33341506.000000 Penalty: 6231.484863
	Iteration 5F: 3 clusters Score -3.334151e+07 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 139836 members 
Entering Unmasked Estep 
Score: -33353786.000000 Penalty: 6231.484863
	Iteration 6F: 3 clusters Score -3.335379e+07 nChanged 19590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -33367480.000000 Penalty: 6231.484863
	Iteration 7F: 3 clusters Score -3.336748e+07 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 132075 members 
Entering Unmasked Estep 
Score: -33378602.000000 Penalty: 6231.484863
	Iteration 8F: 3 clusters Score -3.33786e+07 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -33384750.000000 Penalty: 6231.484863
	Iteration 9Q: 3 clusters Score -3.338475e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162603 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -33387302.000000 Penalty: 6231.484863
	Iteration 10Q: 3 clusters Score -3.33873e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -33389190.000000 Penalty: 6231.484863
	Iteration 11Q: 3 clusters Score -3.338919e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -33391004.000000 Penalty: 6231.484863
	Iteration 12Q: 3 clusters Score -3.3391e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179973 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -33392816.000000 Penalty: 6231.484863
	Iteration 13Q: 3 clusters Score -3.339282e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187125 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -33394622.000000 Penalty: 6231.484863
	Iteration 14Q: 3 clusters Score -3.339462e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194917 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -33396476.000000 Penalty: 6231.484863
	Iteration 15Q: 3 clusters Score -3.339648e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203375 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -33398188.000000 Penalty: 6231.484863
	Iteration 16Q: 3 clusters Score -3.339819e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212330 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -33400178.000000 Penalty: 6231.484863
	Iteration 17Q: 3 clusters Score -3.340018e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221401 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -33402120.000000 Penalty: 6231.484863
	Iteration 18Q: 3 clusters Score -3.340212e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230546 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -33404798.000000 Penalty: 6231.484863
	Iteration 19Q: 3 clusters Score -3.34048e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239037 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -33407240.000000 Penalty: 6231.484863
	Iteration 20F: 3 clusters Score -3.340724e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246573 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -33409154.000000 Penalty: 6231.484863
	Iteration 21Q: 3 clusters Score -3.340915e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252961 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -33411228.000000 Penalty: 6231.484863
	Iteration 22Q: 3 clusters Score -3.341123e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258235 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -33412778.000000 Penalty: 6231.484863
	Iteration 23Q: 3 clusters Score -3.341278e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262378 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -33413674.000000 Penalty: 6231.484863
	Iteration 24Q: 3 clusters Score -3.341367e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265774 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -33414258.000000 Penalty: 6231.484863
	Iteration 25Q: 3 clusters Score -3.341426e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268490 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -33414818.000000 Penalty: 6231.484863
	Iteration 26Q: 3 clusters Score -3.341482e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270763 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -33415298.000000 Penalty: 6231.484863
	Iteration 27Q: 3 clusters Score -3.34153e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272610 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -33415656.000000 Penalty: 6231.484863
	Iteration 28Q: 3 clusters Score -3.341566e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274157 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -33415840.000000 Penalty: 6231.484863
	Iteration 29Q: 3 clusters Score -3.341584e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275461 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -33416050.000000 Penalty: 6231.484863
	Iteration 30Q: 3 clusters Score -3.341605e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276605 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -33416028.000000 Penalty: 6231.484863
	Iteration 31Q: 3 clusters Score -3.341603e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277541 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -33416120.000000 Penalty: 6231.484863
	Iteration 32Q: 3 clusters Score -3.341612e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278344 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -33416146.000000 Penalty: 6231.484863
	Iteration 33Q: 3 clusters Score -3.341615e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279019 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -33416158.000000 Penalty: 6231.484863
	Iteration 34Q: 3 clusters Score -3.341616e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279561 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -33416172.000000 Penalty: 6231.484863
	Iteration 35Q: 3 clusters Score -3.341617e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280033 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -33416148.000000 Penalty: 6231.484863
	Iteration 36Q: 3 clusters Score -3.341615e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280442 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -33416134.000000 Penalty: 6231.484863
	Iteration 37Q: 3 clusters Score -3.341613e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280815 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -33416146.000000 Penalty: 6231.484863
	Iteration 38Q: 3 clusters Score -3.341615e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281124 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -33416192.000000 Penalty: 6231.484863
	Iteration 39Q: 3 clusters Score -3.341619e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281376 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -33416172.000000 Penalty: 6231.484863
	Iteration 40F: 3 clusters Score -3.341617e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281553 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -33416178.000000 Penalty: 6231.484863
	Iteration 41Q: 3 clusters Score -3.341618e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281725 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -33416152.000000 Penalty: 6231.484863
	Iteration 42Q: 3 clusters Score -3.341615e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281877 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -33416138.000000 Penalty: 6231.484863
	Iteration 43Q: 3 clusters Score -3.341614e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282029 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -33416140.000000 Penalty: 6231.484863
	Iteration 44Q: 3 clusters Score -3.341614e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282173 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -33416140.000000 Penalty: 6231.484863
	Iteration 45Q: 3 clusters Score -3.341614e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282294 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -33416124.000000 Penalty: 6231.484863
	Iteration 46Q: 3 clusters Score -3.341612e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282417 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -33416148.000000 Penalty: 6231.484863
	Iteration 47Q: 3 clusters Score -3.341615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282517 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -33416142.000000 Penalty: 6231.484863
	Iteration 48Q: 3 clusters Score -3.341614e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282599 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -33416116.000000 Penalty: 6231.484863
	Iteration 49Q: 3 clusters Score -3.341612e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282664 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -33416102.000000 Penalty: 6231.484863
	Iteration 50Q: 3 clusters Score -3.34161e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282724 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -33416084.000000 Penalty: 6231.484863
	Iteration 51Q: 3 clusters Score -3.341608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282779 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -33416078.000000 Penalty: 6231.484863
	Iteration 52Q: 3 clusters Score -3.341608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282824 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -33416036.000000 Penalty: 6231.484863
	Iteration 53Q: 3 clusters Score -3.341604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282867 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -33416032.000000 Penalty: 6231.484863
	Iteration 54Q: 3 clusters Score -3.341603e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282915 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -33416020.000000 Penalty: 6231.484863
	Iteration 55Q: 3 clusters Score -3.341602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282963 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -33416014.000000 Penalty: 6231.484863
	Iteration 56Q: 3 clusters Score -3.341601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282994 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -33416012.000000 Penalty: 6231.484863
	Iteration 57Q: 3 clusters Score -3.341601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283025 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -33416004.000000 Penalty: 6231.484863
	Iteration 58Q: 3 clusters Score -3.3416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283060 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -33415996.000000 Penalty: 6231.484863
	Iteration 59Q: 3 clusters Score -3.3416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283100 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -33416006.000000 Penalty: 6231.484863
	Iteration 60F: 3 clusters Score -3.341601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283130 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -33416024.000000 Penalty: 6231.484863
	Iteration 61Q: 3 clusters Score -3.341602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283165 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -33416044.000000 Penalty: 6231.484863
	Iteration 62Q: 3 clusters Score -3.341604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283194 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -33416044.000000 Penalty: 6231.484863
	Iteration 63Q: 3 clusters Score -3.341604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283218 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -33416054.000000 Penalty: 6231.484863
	Iteration 64Q: 3 clusters Score -3.341605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283239 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -33416042.000000 Penalty: 6231.484863
	Iteration 65Q: 3 clusters Score -3.341604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283265 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -33416060.000000 Penalty: 6231.484863
	Iteration 66Q: 3 clusters Score -3.341606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283291 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -33416048.000000 Penalty: 6231.484863
	Iteration 67Q: 3 clusters Score -3.341605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283317 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -33416044.000000 Penalty: 6231.484863
	Iteration 68Q: 3 clusters Score -3.341604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283338 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -33416080.000000 Penalty: 6231.484863
	Iteration 69Q: 3 clusters Score -3.341608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283356 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -33416074.000000 Penalty: 6231.484863
	Iteration 70Q: 3 clusters Score -3.341607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283377 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -33416064.000000 Penalty: 6231.484863
	Iteration 71Q: 3 clusters Score -3.341606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283393 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -33416074.000000 Penalty: 6231.484863
	Iteration 72Q: 3 clusters Score -3.341607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283411 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -33416068.000000 Penalty: 6231.484863
	Iteration 73Q: 3 clusters Score -3.341607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283426 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -33416094.000000 Penalty: 6231.484863
	Iteration 74Q: 3 clusters Score -3.341609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283437 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -33416066.000000 Penalty: 6231.484863
	Iteration 75Q: 3 clusters Score -3.341607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283452 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -33416080.000000 Penalty: 6231.484863
	Iteration 76Q: 3 clusters Score -3.341608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283467 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -33416074.000000 Penalty: 6231.484863
	Iteration 77Q: 3 clusters Score -3.341607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283481 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -33416072.000000 Penalty: 6231.484863
	Iteration 78Q: 3 clusters Score -3.341607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283498 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -33416038.000000 Penalty: 6231.484863
	Iteration 79Q: 3 clusters Score -3.341604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283516 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -33416044.000000 Penalty: 6231.484863
	Iteration 80F: 3 clusters Score -3.341604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283532 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -33416050.000000 Penalty: 6231.484863
	Iteration 81Q: 3 clusters Score -3.341605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283548 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -33416032.000000 Penalty: 6231.484863
	Iteration 82Q: 3 clusters Score -3.341603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283561 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -33416038.000000 Penalty: 6231.484863
	Iteration 83Q: 3 clusters Score -3.341604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283584 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -33416034.000000 Penalty: 6231.484863
	Iteration 84Q: 3 clusters Score -3.341603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283598 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -33416032.000000 Penalty: 6231.484863
	Iteration 85Q: 3 clusters Score -3.341603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283612 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -33416038.000000 Penalty: 6231.484863
	Iteration 86Q: 3 clusters Score -3.341604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283623 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -33416078.000000 Penalty: 6231.484863
	Iteration 87Q: 3 clusters Score -3.341608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283632 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -33416052.000000 Penalty: 6231.484863
	Iteration 88Q: 3 clusters Score -3.341605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283635 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -33416056.000000 Penalty: 6231.484863
	Iteration 89Q: 3 clusters Score -3.341606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283635 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -33416052.000000 Penalty: 6231.484863
	Iteration 90Q: 3 clusters Score -3.341605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283636 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -33416048.000000 Penalty: 6231.484863
	Iteration 91Q: 3 clusters Score -3.341605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283636 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -33416048.000000 Penalty: 6231.484863
	Iteration 92F: 3 clusters Score -3.341605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -270352.000000 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -270352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -267448.812500 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -267448.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268042.281250 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -268042.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -268216.812500 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -268216.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268329.718750 Penalty: 3870.706299
	Iteration 3F: 3 clusters Score -268329.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268449.281250 Penalty: 3870.706299
	Iteration 4Q: 3 clusters Score -268449.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268534.250000 Penalty: 3870.706299
	Iteration 5Q: 3 clusters Score -268534.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268607.156250 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -268607.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -268667.343750 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -268667.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -268710.875000 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -268710.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -268764.500000 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -268764.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -268806.312500 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -268806.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -268846.843750 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -268846.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -268877.968750 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -268878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -268905.937500 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -268905.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -268923.718750 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -268923.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -268940.406250 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -268940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -268957.468750 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -268957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -268965.000000 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -268965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -268974.062500 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -268974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -268987.937500 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -268987.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -269000.250000 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -269000.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -269010.843750 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -269010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -269017.187500 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -269017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -269020.406250 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -269020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -269022.687500 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -269022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -269025.968750 Penalty: 3870.706299
	Iteration 25Q: 3 clusters Score -269026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -269028.468750 Penalty: 3870.706299
	Iteration 26Q: 3 clusters Score -269028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -269028.875000 Penalty: 3870.706299
	Iteration 27Q: 3 clusters Score -269028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -269028.875000 Penalty: 3870.706299
	Iteration 28F: 3 clusters Score -269028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Entering Unmasked Estep 
Score: -5984404.500000 Penalty: 2687.012207
	Iteration 0F: 2 clusters Score -5984404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5950274.000000 Penalty: 5374.024414
	Iteration 0F: 3 clusters Score -5950274 nChanged 23452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5963590.500000 Penalty: 5374.024414
	Iteration 1F: 3 clusters Score -5963590 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5964677.500000 Penalty: 5374.024414
	Iteration 2Q: 3 clusters Score -5964678 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5966356.500000 Penalty: 5374.024414
	Iteration 3F: 3 clusters Score -5966356 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5968943.500000 Penalty: 5374.024414
	Iteration 4F: 3 clusters Score -5968944 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5972085.000000 Penalty: 5374.024414
	Iteration 5F: 3 clusters Score -5972085 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5975070.000000 Penalty: 5374.024414
	Iteration 6F: 3 clusters Score -5975070 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -5977314.000000 Penalty: 5374.024414
	Iteration 7F: 3 clusters Score -5977314 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5978854.500000 Penalty: 5374.024414
	Iteration 8Q: 3 clusters Score -5978854 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5979909.500000 Penalty: 5374.024414
	Iteration 9Q: 3 clusters Score -5979910 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5980643.000000 Penalty: 5374.024414
	Iteration 10Q: 3 clusters Score -5980643 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5981256.500000 Penalty: 5374.024414
	Iteration 11Q: 3 clusters Score -5981256 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -5981794.000000 Penalty: 5374.024414
	Iteration 12Q: 3 clusters Score -5981794 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5982210.500000 Penalty: 5374.024414
	Iteration 13Q: 3 clusters Score -5982210 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5982457.000000 Penalty: 5374.024414
	Iteration 14Q: 3 clusters Score -5982457 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5982590.500000 Penalty: 5374.024414
	Iteration 15Q: 3 clusters Score -5982590 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5982654.500000 Penalty: 5374.024414
	Iteration 16Q: 3 clusters Score -5982654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5982706.000000 Penalty: 5374.024414
	Iteration 17Q: 3 clusters Score -5982706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5982732.500000 Penalty: 5374.024414
	Iteration 18Q: 3 clusters Score -5982732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5982753.000000 Penalty: 5374.024414
	Iteration 19Q: 3 clusters Score -5982753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5982763.500000 Penalty: 5374.024414
	Iteration 20F: 3 clusters Score -5982764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5982784.500000 Penalty: 5374.024414
	Iteration 21Q: 3 clusters Score -5982784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5982791.500000 Penalty: 5374.024414
	Iteration 22Q: 3 clusters Score -5982792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5982798.500000 Penalty: 5374.024414
	Iteration 23Q: 3 clusters Score -5982798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5982791.500000 Penalty: 5374.024414
	Iteration 24Q: 3 clusters Score -5982792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5982795.500000 Penalty: 5374.024414
	Iteration 25Q: 3 clusters Score -5982796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5982801.000000 Penalty: 5374.024414
	Iteration 26Q: 3 clusters Score -5982801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5982794.000000 Penalty: 5374.024414
	Iteration 27Q: 3 clusters Score -5982794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5982796.500000 Penalty: 5374.024414
	Iteration 28Q: 3 clusters Score -5982796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5982795.000000 Penalty: 5374.024414
	Iteration 29Q: 3 clusters Score -5982795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5982812.000000 Penalty: 5374.024414
	Iteration 30Q: 3 clusters Score -5982812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5982813.500000 Penalty: 5374.024414
	Iteration 31Q: 3 clusters Score -5982814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5982823.000000 Penalty: 5374.024414
	Iteration 32Q: 3 clusters Score -5982823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5982824.000000 Penalty: 5374.024414
	Iteration 33Q: 3 clusters Score -5982824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5982827.500000 Penalty: 5374.024414
	Iteration 34Q: 3 clusters Score -5982828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5982841.000000 Penalty: 5374.024414
	Iteration 35Q: 3 clusters Score -5982841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5982842.500000 Penalty: 5374.024414
	Iteration 36Q: 3 clusters Score -5982842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5982841.500000 Penalty: 5374.024414
	Iteration 37Q: 3 clusters Score -5982842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5982852.500000 Penalty: 5374.024414
	Iteration 38Q: 3 clusters Score -5982852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5982845.500000 Penalty: 5374.024414
	Iteration 39Q: 3 clusters Score -5982846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5982854.500000 Penalty: 5374.024414
	Iteration 40F: 3 clusters Score -5982854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5982854.000000 Penalty: 5374.024414
	Iteration 41Q: 3 clusters Score -5982854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5982853.000000 Penalty: 5374.024414
	Iteration 42Q: 3 clusters Score -5982853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5982856.500000 Penalty: 5374.024414
	Iteration 43Q: 3 clusters Score -5982856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5982858.000000 Penalty: 5374.024414
	Iteration 44Q: 3 clusters Score -5982858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5982856.000000 Penalty: 5374.024414
	Iteration 45Q: 3 clusters Score -5982856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5982858.500000 Penalty: 5374.024414
	Iteration 46Q: 3 clusters Score -5982858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5982863.000000 Penalty: 5374.024414
	Iteration 47Q: 3 clusters Score -5982863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5982863.000000 Penalty: 5374.024414
	Iteration 48Q: 3 clusters Score -5982863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5982865.000000 Penalty: 5374.024414
	Iteration 49Q: 3 clusters Score -5982865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5982869.000000 Penalty: 5374.024414
	Iteration 50Q: 3 clusters Score -5982869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5982869.000000 Penalty: 5374.024414
	Iteration 51F: 3 clusters Score -5982869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Entering Unmasked Estep 
Score: -9657620.000000 Penalty: 2808.702881
	Iteration 0F: 2 clusters Score -9657620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -9602098.000000 Penalty: 5617.405762
	Iteration 0F: 3 clusters Score -9602098 nChanged 39043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -9624414.000000 Penalty: 5617.405762
	Iteration 1F: 3 clusters Score -9624414 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -9625466.000000 Penalty: 5617.405762
	Iteration 2Q: 3 clusters Score -9625466 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -9626946.000000 Penalty: 5617.405762
	Iteration 3Q: 3 clusters Score -9626946 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -9629114.000000 Penalty: 5617.405762
	Iteration 4F: 3 clusters Score -9629114 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -9632503.000000 Penalty: 5617.405762
	Iteration 5F: 3 clusters Score -9632503 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -9637361.000000 Penalty: 5617.405762
	Iteration 6F: 3 clusters Score -9637361 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -9643079.000000 Penalty: 5617.405762
	Iteration 7F: 3 clusters Score -9643079 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -9648090.000000 Penalty: 5617.405762
	Iteration 8F: 3 clusters Score -9648090 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -9651432.000000 Penalty: 5617.405762
	Iteration 9Q: 3 clusters Score -9651432 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9653300.000000 Penalty: 5617.405762
	Iteration 10Q: 3 clusters Score -9653300 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9654266.000000 Penalty: 5617.405762
	Iteration 11Q: 3 clusters Score -9654266 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9654793.000000 Penalty: 5617.405762
	Iteration 12Q: 3 clusters Score -9654793 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9655119.000000 Penalty: 5617.405762
	Iteration 13Q: 3 clusters Score -9655119 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9655254.000000 Penalty: 5617.405762
	Iteration 14Q: 3 clusters Score -9655254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9655341.000000 Penalty: 5617.405762
	Iteration 15Q: 3 clusters Score -9655341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9655397.000000 Penalty: 5617.405762
	Iteration 16Q: 3 clusters Score -9655397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9655432.000000 Penalty: 5617.405762
	Iteration 17Q: 3 clusters Score -9655432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9655467.000000 Penalty: 5617.405762
	Iteration 18Q: 3 clusters Score -9655467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9655474.000000 Penalty: 5617.405762
	Iteration 19Q: 3 clusters Score -9655474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9655492.000000 Penalty: 5617.405762
	Iteration 20F: 3 clusters Score -9655492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9655502.000000 Penalty: 5617.405762
	Iteration 21Q: 3 clusters Score -9655502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9655503.000000 Penalty: 5617.405762
	Iteration 22Q: 3 clusters Score -9655503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9655516.000000 Penalty: 5617.405762
	Iteration 23Q: 3 clusters Score -9655516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9655513.000000 Penalty: 5617.405762
	Iteration 24Q: 3 clusters Score -9655513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9655507.000000 Penalty: 5617.405762
	Iteration 25Q: 3 clusters Score -9655507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9655496.000000 Penalty: 5617.405762
	Iteration 26Q: 3 clusters Score -9655496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9655500.000000 Penalty: 5617.405762
	Iteration 27Q: 3 clusters Score -9655500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9655507.000000 Penalty: 5617.405762
	Iteration 28Q: 3 clusters Score -9655507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9655515.000000 Penalty: 5617.405762
	Iteration 29Q: 3 clusters Score -9655515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9655511.000000 Penalty: 5617.405762
	Iteration 30Q: 3 clusters Score -9655511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9655511.000000 Penalty: 5617.405762
	Iteration 31F: 3 clusters Score -9655511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Entering Unmasked Estep 
Score: -9947909.000000 Penalty: 2811.534424
	Iteration 0F: 2 clusters Score -9947909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -9891856.000000 Penalty: 5623.068848
	Iteration 0F: 3 clusters Score -9891856 nChanged 39401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9913896.000000 Penalty: 5623.068848
	Iteration 1F: 3 clusters Score -9913896 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -9914768.000000 Penalty: 5623.068848
	Iteration 2Q: 3 clusters Score -9914768 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -9915647.000000 Penalty: 5623.068848
	Iteration 3Q: 3 clusters Score -9915647 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -9916979.000000 Penalty: 5623.068848
	Iteration 4Q: 3 clusters Score -9916979 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -9918772.000000 Penalty: 5623.068848
	Iteration 5Q: 3 clusters Score -9918772 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -9921566.000000 Penalty: 5623.068848
	Iteration 6F: 3 clusters Score -9921566 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -9925186.000000 Penalty: 5623.068848
	Iteration 7F: 3 clusters Score -9925186 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -9929472.000000 Penalty: 5623.068848
	Iteration 8F: 3 clusters Score -9929472 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -9933756.000000 Penalty: 5623.068848
	Iteration 9F: 3 clusters Score -9933756 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -9937228.000000 Penalty: 5623.068848
	Iteration 10Q: 3 clusters Score -9937228 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -9939536.000000 Penalty: 5623.068848
	Iteration 11Q: 3 clusters Score -9939536 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -9941139.000000 Penalty: 5623.068848
	Iteration 12Q: 3 clusters Score -9941139 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -9942380.000000 Penalty: 5623.068848
	Iteration 13Q: 3 clusters Score -9942380 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -9943311.000000 Penalty: 5623.068848
	Iteration 14Q: 3 clusters Score -9943311 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9943937.000000 Penalty: 5623.068848
	Iteration 15Q: 3 clusters Score -9943937 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9944379.000000 Penalty: 5623.068848
	Iteration 16Q: 3 clusters Score -9944379 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9944736.000000 Penalty: 5623.068848
	Iteration 17Q: 3 clusters Score -9944736 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9944940.000000 Penalty: 5623.068848
	Iteration 18Q: 3 clusters Score -9944940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9945061.000000 Penalty: 5623.068848
	Iteration 19Q: 3 clusters Score -9945061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9945149.000000 Penalty: 5623.068848
	Iteration 20F: 3 clusters Score -9945149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9945208.000000 Penalty: 5623.068848
	Iteration 21Q: 3 clusters Score -9945208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9945298.000000 Penalty: 5623.068848
	Iteration 22Q: 3 clusters Score -9945298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9945326.000000 Penalty: 5623.068848
	Iteration 23Q: 3 clusters Score -9945326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9945346.000000 Penalty: 5623.068848
	Iteration 24Q: 3 clusters Score -9945346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9945368.000000 Penalty: 5623.068848
	Iteration 25Q: 3 clusters Score -9945368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9945395.000000 Penalty: 5623.068848
	Iteration 26Q: 3 clusters Score -9945395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9945409.000000 Penalty: 5623.068848
	Iteration 27Q: 3 clusters Score -9945409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9945404.000000 Penalty: 5623.068848
	Iteration 28Q: 3 clusters Score -9945404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9945407.000000 Penalty: 5623.068848
	Iteration 29Q: 3 clusters Score -9945407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9945416.000000 Penalty: 5623.068848
	Iteration 30Q: 3 clusters Score -9945416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9945418.000000 Penalty: 5623.068848
	Iteration 31Q: 3 clusters Score -9945418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9945409.000000 Penalty: 5623.068848
	Iteration 32Q: 3 clusters Score -9945409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9945411.000000 Penalty: 5623.068848
	Iteration 33Q: 3 clusters Score -9945411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9945408.000000 Penalty: 5623.068848
	Iteration 34Q: 3 clusters Score -9945408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9945408.000000 Penalty: 5623.068848
	Iteration 35F: 3 clusters Score -9945408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176820 members 
Entering Unmasked Estep 
Score: -20871618.000000 Penalty: 2996.556152
	Iteration 0F: 2 clusters Score -2.087162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -20754798.000000 Penalty: 5993.112305
	Iteration 0F: 3 clusters Score -2.07548e+07 nChanged 84618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -20804178.000000 Penalty: 5993.112305
	Iteration 1F: 3 clusters Score -2.080418e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -20806082.000000 Penalty: 5993.112305
	Iteration 2Q: 3 clusters Score -2.080608e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -20809206.000000 Penalty: 5993.112305
	Iteration 3Q: 3 clusters Score -2.080921e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -20814358.000000 Penalty: 5993.112305
	Iteration 4F: 3 clusters Score -2.081436e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -20822766.000000 Penalty: 5993.112305
	Iteration 5F: 3 clusters Score -2.082277e+07 nChanged 14023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -20834614.000000 Penalty: 5993.112305
	Iteration 6F: 3 clusters Score -2.083461e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 145962 members 
Entering Unmasked Estep 
Score: -20847378.000000 Penalty: 5993.112305
	Iteration 7F: 3 clusters Score -2.084738e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 154209 members 
Entering Unmasked Estep 
Score: -20856946.000000 Penalty: 5993.112305
	Iteration 8F: 3 clusters Score -2.085695e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -20861824.000000 Penalty: 5993.112305
	Iteration 9Q: 3 clusters Score -2.086182e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 160959 members 
Entering Unmasked Estep 
Score: -20863918.000000 Penalty: 5993.112305
	Iteration 10Q: 3 clusters Score -2.086392e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -20865090.000000 Penalty: 5993.112305
	Iteration 11Q: 3 clusters Score -2.086509e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -20865830.000000 Penalty: 5993.112305
	Iteration 12Q: 3 clusters Score -2.086583e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 165682 members 
Entering Unmasked Estep 
Score: -20866464.000000 Penalty: 5993.112305
	Iteration 13Q: 3 clusters Score -2.086646e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -20866916.000000 Penalty: 5993.112305
	Iteration 14Q: 3 clusters Score -2.086692e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 168025 members 
Entering Unmasked Estep 
Score: -20867358.000000 Penalty: 5993.112305
	Iteration 15Q: 3 clusters Score -2.086736e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 168980 members 
Entering Unmasked Estep 
Score: -20867672.000000 Penalty: 5993.112305
	Iteration 16Q: 3 clusters Score -2.086767e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 169811 members 
Entering Unmasked Estep 
Score: -20868042.000000 Penalty: 5993.112305
	Iteration 17Q: 3 clusters Score -2.086804e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -20868276.000000 Penalty: 5993.112305
	Iteration 18Q: 3 clusters Score -2.086828e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -20868436.000000 Penalty: 5993.112305
	Iteration 19Q: 3 clusters Score -2.086844e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 171725 members 
Entering Unmasked Estep 
Score: -20868624.000000 Penalty: 5993.112305
	Iteration 20F: 3 clusters Score -2.086862e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -20868734.000000 Penalty: 5993.112305
	Iteration 21Q: 3 clusters Score -2.086873e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 172590 members 
Entering Unmasked Estep 
Score: -20868862.000000 Penalty: 5993.112305
	Iteration 22Q: 3 clusters Score -2.086886e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 172925 members 
Entering Unmasked Estep 
Score: -20869002.000000 Penalty: 5993.112305
	Iteration 23Q: 3 clusters Score -2.0869e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -20869070.000000 Penalty: 5993.112305
	Iteration 24Q: 3 clusters Score -2.086907e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 173463 members 
Entering Unmasked Estep 
Score: -20869164.000000 Penalty: 5993.112305
	Iteration 25Q: 3 clusters Score -2.086916e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -20869220.000000 Penalty: 5993.112305
	Iteration 26Q: 3 clusters Score -2.086922e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 173839 members 
Entering Unmasked Estep 
Score: -20869268.000000 Penalty: 5993.112305
	Iteration 27Q: 3 clusters Score -2.086927e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -20869328.000000 Penalty: 5993.112305
	Iteration 28Q: 3 clusters Score -2.086933e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 174134 members 
Entering Unmasked Estep 
Score: -20869360.000000 Penalty: 5993.112305
	Iteration 29Q: 3 clusters Score -2.086936e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -20869366.000000 Penalty: 5993.112305
	Iteration 30Q: 3 clusters Score -2.086937e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -20869386.000000 Penalty: 5993.112305
	Iteration 31Q: 3 clusters Score -2.086939e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -20869442.000000 Penalty: 5993.112305
	Iteration 32Q: 3 clusters Score -2.086944e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -20869488.000000 Penalty: 5993.112305
	Iteration 33Q: 3 clusters Score -2.086949e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 174585 members 
Entering Unmasked Estep 
Score: -20869502.000000 Penalty: 5993.112305
	Iteration 34Q: 3 clusters Score -2.08695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 174651 members 
Entering Unmasked Estep 
Score: -20869582.000000 Penalty: 5993.112305
	Iteration 35Q: 3 clusters Score -2.086958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -20869590.000000 Penalty: 5993.112305
	Iteration 36Q: 3 clusters Score -2.086959e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 174768 members 
Entering Unmasked Estep 
Score: -20869616.000000 Penalty: 5993.112305
	Iteration 37Q: 3 clusters Score -2.086962e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -20869648.000000 Penalty: 5993.112305
	Iteration 38Q: 3 clusters Score -2.086965e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -20869664.000000 Penalty: 5993.112305
	Iteration 39Q: 3 clusters Score -2.086966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 174888 members 
Entering Unmasked Estep 
Score: -20869662.000000 Penalty: 5993.112305
	Iteration 40F: 3 clusters Score -2.086966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -20869662.000000 Penalty: 5993.112305
	Iteration 41Q: 3 clusters Score -2.086966e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 174929 members 
Entering Unmasked Estep 
Score: -20869670.000000 Penalty: 5993.112305
	Iteration 42Q: 3 clusters Score -2.086967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -20869680.000000 Penalty: 5993.112305
	Iteration 43Q: 3 clusters Score -2.086968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -20869678.000000 Penalty: 5993.112305
	Iteration 44Q: 3 clusters Score -2.086968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -20869692.000000 Penalty: 5993.112305
	Iteration 45Q: 3 clusters Score -2.086969e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -20869714.000000 Penalty: 5993.112305
	Iteration 46Q: 3 clusters Score -2.086971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 174990 members 
Entering Unmasked Estep 
Score: -20869698.000000 Penalty: 5993.112305
	Iteration 47Q: 3 clusters Score -2.08697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -20869698.000000 Penalty: 5993.112305
	Iteration 48Q: 3 clusters Score -2.08697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -20869696.000000 Penalty: 5993.112305
	Iteration 49Q: 3 clusters Score -2.08697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 175003 members 
Entering Unmasked Estep 
Score: -20869688.000000 Penalty: 5993.112305
	Iteration 50Q: 3 clusters Score -2.086969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -20869698.000000 Penalty: 5993.112305
	Iteration 51Q: 3 clusters Score -2.08697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -20869716.000000 Penalty: 5993.112305
	Iteration 52Q: 3 clusters Score -2.086972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 175015 members 
Entering Unmasked Estep 
Score: -20869726.000000 Penalty: 5993.112305
	Iteration 53Q: 3 clusters Score -2.086973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 175025 members 
Entering Unmasked Estep 
Score: -20869728.000000 Penalty: 5993.112305
	Iteration 54Q: 3 clusters Score -2.086973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 175037 members 
Entering Unmasked Estep 
Score: -20869732.000000 Penalty: 5993.112305
	Iteration 55Q: 3 clusters Score -2.086973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 175045 members 
Entering Unmasked Estep 
Score: -20869704.000000 Penalty: 5993.112305
	Iteration 56Q: 3 clusters Score -2.08697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 175058 members 
Entering Unmasked Estep 
Score: -20869716.000000 Penalty: 5993.112305
	Iteration 57Q: 3 clusters Score -2.086972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -20869714.000000 Penalty: 5993.112305
	Iteration 58Q: 3 clusters Score -2.086971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -20869724.000000 Penalty: 5993.112305
	Iteration 59Q: 3 clusters Score -2.086972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -20869716.000000 Penalty: 5993.112305
	Iteration 60F: 3 clusters Score -2.086972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -20869726.000000 Penalty: 5993.112305
	Iteration 61Q: 3 clusters Score -2.086973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 175085 members 
Entering Unmasked Estep 
Score: -20869732.000000 Penalty: 5993.112305
	Iteration 62Q: 3 clusters Score -2.086973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -20869738.000000 Penalty: 5993.112305
	Iteration 63Q: 3 clusters Score -2.086974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -20869724.000000 Penalty: 5993.112305
	Iteration 64Q: 3 clusters Score -2.086972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 175090 members 
Entering Unmasked Estep 
Score: -20869732.000000 Penalty: 5993.112305
	Iteration 65Q: 3 clusters Score -2.086973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 175091 members 
Entering Unmasked Estep 
Score: -20869734.000000 Penalty: 5993.112305
	Iteration 66Q: 3 clusters Score -2.086973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -20869732.000000 Penalty: 5993.112305
	Iteration 67Q: 3 clusters Score -2.086973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 175091 members 
Entering Unmasked Estep 
Score: -20869716.000000 Penalty: 5993.112305
	Iteration 68Q: 3 clusters Score -2.086972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -20869722.000000 Penalty: 5993.112305
	Iteration 69Q: 3 clusters Score -2.086972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -20869730.000000 Penalty: 5993.112305
	Iteration 70Q: 3 clusters Score -2.086973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -20869730.000000 Penalty: 5993.112305
	Iteration 71F: 3 clusters Score -2.086973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -483831.843750 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -483831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -479758.937500 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -479758.9 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -480709.187500 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -480709.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -480920.437500 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -480920.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -481066.875000 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -481066.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -481187.625000 Penalty: 4156.023438
	Iteration 4Q: 3 clusters Score -481187.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -481303.000000 Penalty: 4156.023438
	Iteration 5Q: 3 clusters Score -481303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -481424.843750 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -481424.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -481520.500000 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -481520.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -481610.906250 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -481610.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -481698.812500 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -481698.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -481772.625000 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -481772.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -481819.906250 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -481819.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -481878.656250 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -481878.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -481953.375000 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -481953.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -482038.593750 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -482038.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -482141.500000 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -482141.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -482239.093750 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -482239.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -482353.250000 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -482353.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -482488.468750 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -482488.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -482638.343750 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -482638.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -482804.843750 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -482804.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -482954.031250 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -482954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -483105.906250 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -483105.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -483231.250000 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -483231.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -483312.437500 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -483312.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -483356.625000 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -483356.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -483378.812500 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -483378.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -483400.750000 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -483400.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -483419.718750 Penalty: 4156.023438
	Iteration 28Q: 3 clusters Score -483419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -483429.625000 Penalty: 4156.023438
	Iteration 29Q: 3 clusters Score -483429.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -483441.375000 Penalty: 4156.023438
	Iteration 30Q: 3 clusters Score -483441.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -483447.312500 Penalty: 4156.023438
	Iteration 31Q: 3 clusters Score -483447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -483449.000000 Penalty: 4156.023438
	Iteration 32Q: 3 clusters Score -483449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -483450.312500 Penalty: 4156.023438
	Iteration 33Q: 3 clusters Score -483450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -483450.750000 Penalty: 4156.023438
	Iteration 34Q: 3 clusters Score -483450.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -483451.343750 Penalty: 4156.023438
	Iteration 35Q: 3 clusters Score -483451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -483451.250000 Penalty: 4156.023438
	Iteration 36Q: 3 clusters Score -483451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -483451.250000 Penalty: 4156.023438
	Iteration 37F: 3 clusters Score -483451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Entering Unmasked Estep 
Score: -8159355.500000 Penalty: 2772.275146
	Iteration 0F: 2 clusters Score -8159356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -8111247.500000 Penalty: 5544.550293
	Iteration 0F: 3 clusters Score -8111248 nChanged 33746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -8130250.000000 Penalty: 5544.550293
	Iteration 1F: 3 clusters Score -8130250 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -8130999.000000 Penalty: 5544.550293
	Iteration 2Q: 3 clusters Score -8130999 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8131738.000000 Penalty: 5544.550293
	Iteration 3Q: 3 clusters Score -8131738 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -8132298.500000 Penalty: 5544.550293
	Iteration 4Q: 3 clusters Score -8132298 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -8133054.500000 Penalty: 5544.550293
	Iteration 5Q: 3 clusters Score -8133054 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -8133813.000000 Penalty: 5544.550293
	Iteration 6Q: 3 clusters Score -8133813 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8134632.500000 Penalty: 5544.550293
	Iteration 7Q: 3 clusters Score -8134632 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -8135626.500000 Penalty: 5544.550293
	Iteration 8Q: 3 clusters Score -8135626 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -8136666.000000 Penalty: 5544.550293
	Iteration 9Q: 3 clusters Score -8136666 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8137879.500000 Penalty: 5544.550293
	Iteration 10Q: 3 clusters Score -8137880 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8139198.500000 Penalty: 5544.550293
	Iteration 11Q: 3 clusters Score -8139198 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -8140927.500000 Penalty: 5544.550293
	Iteration 12Q: 3 clusters Score -8140928 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -8143305.500000 Penalty: 5544.550293
	Iteration 13Q: 3 clusters Score -8143306 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -8146381.500000 Penalty: 5544.550293
	Iteration 14F: 3 clusters Score -8146382 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -8149290.000000 Penalty: 5544.550293
	Iteration 15Q: 3 clusters Score -8149290 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -8151416.500000 Penalty: 5544.550293
	Iteration 16Q: 3 clusters Score -8151416 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -8152856.000000 Penalty: 5544.550293
	Iteration 17Q: 3 clusters Score -8152856 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -8153824.000000 Penalty: 5544.550293
	Iteration 18Q: 3 clusters Score -8153824 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -8154517.000000 Penalty: 5544.550293
	Iteration 19Q: 3 clusters Score -8154517 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -8155054.500000 Penalty: 5544.550293
	Iteration 20F: 3 clusters Score -8155054 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -8155398.500000 Penalty: 5544.550293
	Iteration 21Q: 3 clusters Score -8155398 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -8155679.000000 Penalty: 5544.550293
	Iteration 22Q: 3 clusters Score -8155679 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -8155964.500000 Penalty: 5544.550293
	Iteration 23Q: 3 clusters Score -8155964 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -8156150.500000 Penalty: 5544.550293
	Iteration 24Q: 3 clusters Score -8156150 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -8156342.000000 Penalty: 5544.550293
	Iteration 25Q: 3 clusters Score -8156342 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -8156516.500000 Penalty: 5544.550293
	Iteration 26Q: 3 clusters Score -8156516 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -8156662.000000 Penalty: 5544.550293
	Iteration 27Q: 3 clusters Score -8156662 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -8156794.500000 Penalty: 5544.550293
	Iteration 28Q: 3 clusters Score -8156794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -8156885.000000 Penalty: 5544.550293
	Iteration 29Q: 3 clusters Score -8156885 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8156937.500000 Penalty: 5544.550293
	Iteration 30Q: 3 clusters Score -8156938 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -8157011.500000 Penalty: 5544.550293
	Iteration 31Q: 3 clusters Score -8157012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -8157063.000000 Penalty: 5544.550293
	Iteration 32Q: 3 clusters Score -8157063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -8157095.500000 Penalty: 5544.550293
	Iteration 33Q: 3 clusters Score -8157096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -8157134.500000 Penalty: 5544.550293
	Iteration 34Q: 3 clusters Score -8157134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -8157155.500000 Penalty: 5544.550293
	Iteration 35Q: 3 clusters Score -8157156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8157171.000000 Penalty: 5544.550293
	Iteration 36Q: 3 clusters Score -8157171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -8157169.500000 Penalty: 5544.550293
	Iteration 37Q: 3 clusters Score -8157170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -8157189.500000 Penalty: 5544.550293
	Iteration 38Q: 3 clusters Score -8157190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -8157200.500000 Penalty: 5544.550293
	Iteration 39Q: 3 clusters Score -8157200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -8157215.500000 Penalty: 5544.550293
	Iteration 40F: 3 clusters Score -8157216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -8157210.000000 Penalty: 5544.550293
	Iteration 41Q: 3 clusters Score -8157210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -8157215.000000 Penalty: 5544.550293
	Iteration 42Q: 3 clusters Score -8157215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -8157231.000000 Penalty: 5544.550293
	Iteration 43Q: 3 clusters Score -8157231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -8157237.500000 Penalty: 5544.550293
	Iteration 44Q: 3 clusters Score -8157238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -8157239.500000 Penalty: 5544.550293
	Iteration 45Q: 3 clusters Score -8157240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -8157232.500000 Penalty: 5544.550293
	Iteration 46Q: 3 clusters Score -8157232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -8157234.500000 Penalty: 5544.550293
	Iteration 47Q: 3 clusters Score -8157234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -8157245.000000 Penalty: 5544.550293
	Iteration 48Q: 3 clusters Score -8157245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -8157244.500000 Penalty: 5544.550293
	Iteration 49Q: 3 clusters Score -8157244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -8157257.500000 Penalty: 5544.550293
	Iteration 50Q: 3 clusters Score -8157258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -8157257.000000 Penalty: 5544.550293
	Iteration 51Q: 3 clusters Score -8157257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -8157262.000000 Penalty: 5544.550293
	Iteration 52Q: 3 clusters Score -8157262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -8157258.500000 Penalty: 5544.550293
	Iteration 53Q: 3 clusters Score -8157258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -8157266.000000 Penalty: 5544.550293
	Iteration 54Q: 3 clusters Score -8157266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -8157267.000000 Penalty: 5544.550293
	Iteration 55Q: 3 clusters Score -8157267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -8157265.500000 Penalty: 5544.550293
	Iteration 56Q: 3 clusters Score -8157266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -8157256.000000 Penalty: 5544.550293
	Iteration 57Q: 3 clusters Score -8157256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -8157264.000000 Penalty: 5544.550293
	Iteration 58Q: 3 clusters Score -8157264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -8157257.000000 Penalty: 5544.550293
	Iteration 59Q: 3 clusters Score -8157257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -8157256.500000 Penalty: 5544.550293
	Iteration 60F: 3 clusters Score -8157256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -8157252.000000 Penalty: 5544.550293
	Iteration 61Q: 3 clusters Score -8157252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -8157254.000000 Penalty: 5544.550293
	Iteration 62Q: 3 clusters Score -8157254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -8157254.000000 Penalty: 5544.550293
	Iteration 63F: 3 clusters Score -8157254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48723.937500 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48723.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49038.144531 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -49038.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49275.605469 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -49275.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49413.167969 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -49413.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49483.468750 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49483.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49539.035156 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49539.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49587.230469 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49587.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49620.789062 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49620.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49634.542969 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49634.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49645.214844 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -49645.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49681.238281 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -49681.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -49705.585938 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -49705.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49727.792969 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -49727.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49729.609375 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -49729.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49733.476562 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -49733.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49734.660156 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -49734.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49737.218750 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -49737.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49739.332031 Penalty: 3084.425781
	Iteration 17Q: 3 clusters Score -49739.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49739.332031 Penalty: 3084.425781
	Iteration 18F: 3 clusters Score -49739.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Entering Unmasked Estep 
Score: -3356707.750000 Penalty: 2541.960205
	Iteration 0F: 2 clusters Score -3356708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3337256.750000 Penalty: 5083.920410
	Iteration 0F: 3 clusters Score -3337257 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3344289.500000 Penalty: 5083.920410
	Iteration 1F: 3 clusters Score -3344290 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3344890.000000 Penalty: 5083.920410
	Iteration 2F: 3 clusters Score -3344890 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3345408.250000 Penalty: 5083.920410
	Iteration 3Q: 3 clusters Score -3345408 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3345950.000000 Penalty: 5083.920410
	Iteration 4Q: 3 clusters Score -3345950 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3346553.250000 Penalty: 5083.920410
	Iteration 5Q: 3 clusters Score -3346553 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3347284.750000 Penalty: 5083.920410
	Iteration 6Q: 3 clusters Score -3347285 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3348108.500000 Penalty: 5083.920410
	Iteration 7Q: 3 clusters Score -3348108 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3348996.000000 Penalty: 5083.920410
	Iteration 8Q: 3 clusters Score -3348996 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3349834.250000 Penalty: 5083.920410
	Iteration 9Q: 3 clusters Score -3349834 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3350642.750000 Penalty: 5083.920410
	Iteration 10Q: 3 clusters Score -3350643 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3351231.000000 Penalty: 5083.920410
	Iteration 11Q: 3 clusters Score -3351231 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3351681.250000 Penalty: 5083.920410
	Iteration 12Q: 3 clusters Score -3351681 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3351996.000000 Penalty: 5083.920410
	Iteration 13Q: 3 clusters Score -3351996 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3352243.000000 Penalty: 5083.920410
	Iteration 14Q: 3 clusters Score -3352243 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3352462.000000 Penalty: 5083.920410
	Iteration 15Q: 3 clusters Score -3352462 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3352648.500000 Penalty: 5083.920410
	Iteration 16Q: 3 clusters Score -3352648 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3352801.750000 Penalty: 5083.920410
	Iteration 17Q: 3 clusters Score -3352802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3352967.000000 Penalty: 5083.920410
	Iteration 18Q: 3 clusters Score -3352967 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3353128.750000 Penalty: 5083.920410
	Iteration 19Q: 3 clusters Score -3353129 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3353263.500000 Penalty: 5083.920410
	Iteration 20F: 3 clusters Score -3353264 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3353407.000000 Penalty: 5083.920410
	Iteration 21Q: 3 clusters Score -3353407 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3353520.750000 Penalty: 5083.920410
	Iteration 22Q: 3 clusters Score -3353521 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3353621.000000 Penalty: 5083.920410
	Iteration 23Q: 3 clusters Score -3353621 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3353730.000000 Penalty: 5083.920410
	Iteration 24Q: 3 clusters Score -3353730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3353823.750000 Penalty: 5083.920410
	Iteration 25Q: 3 clusters Score -3353824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3353908.750000 Penalty: 5083.920410
	Iteration 26Q: 3 clusters Score -3353909 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3353990.000000 Penalty: 5083.920410
	Iteration 27Q: 3 clusters Score -3353990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3354076.250000 Penalty: 5083.920410
	Iteration 28Q: 3 clusters Score -3354076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3354150.750000 Penalty: 5083.920410
	Iteration 29Q: 3 clusters Score -3354151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3354219.250000 Penalty: 5083.920410
	Iteration 30Q: 3 clusters Score -3354219 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3354279.000000 Penalty: 5083.920410
	Iteration 31Q: 3 clusters Score -3354279 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3354333.750000 Penalty: 5083.920410
	Iteration 32Q: 3 clusters Score -3354334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3354364.500000 Penalty: 5083.920410
	Iteration 33Q: 3 clusters Score -3354364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3354398.750000 Penalty: 5083.920410
	Iteration 34Q: 3 clusters Score -3354399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3354418.750000 Penalty: 5083.920410
	Iteration 35Q: 3 clusters Score -3354419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3354436.000000 Penalty: 5083.920410
	Iteration 36Q: 3 clusters Score -3354436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3354452.250000 Penalty: 5083.920410
	Iteration 37Q: 3 clusters Score -3354452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3354467.250000 Penalty: 5083.920410
	Iteration 38Q: 3 clusters Score -3354467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3354490.000000 Penalty: 5083.920410
	Iteration 39Q: 3 clusters Score -3354490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3354503.250000 Penalty: 5083.920410
	Iteration 40F: 3 clusters Score -3354503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3354519.250000 Penalty: 5083.920410
	Iteration 41Q: 3 clusters Score -3354519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3354538.500000 Penalty: 5083.920410
	Iteration 42Q: 3 clusters Score -3354538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3354554.250000 Penalty: 5083.920410
	Iteration 43Q: 3 clusters Score -3354554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3354567.250000 Penalty: 5083.920410
	Iteration 44Q: 3 clusters Score -3354567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3354573.750000 Penalty: 5083.920410
	Iteration 45Q: 3 clusters Score -3354574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3354576.000000 Penalty: 5083.920410
	Iteration 46Q: 3 clusters Score -3354576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3354582.000000 Penalty: 5083.920410
	Iteration 47Q: 3 clusters Score -3354582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3354585.250000 Penalty: 5083.920410
	Iteration 48Q: 3 clusters Score -3354585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3354594.750000 Penalty: 5083.920410
	Iteration 49Q: 3 clusters Score -3354595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3354595.500000 Penalty: 5083.920410
	Iteration 50Q: 3 clusters Score -3354596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3354607.000000 Penalty: 5083.920410
	Iteration 51Q: 3 clusters Score -3354607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3354610.250000 Penalty: 5083.920410
	Iteration 52Q: 3 clusters Score -3354610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3354610.000000 Penalty: 5083.920410
	Iteration 53Q: 3 clusters Score -3354610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3354613.750000 Penalty: 5083.920410
	Iteration 54Q: 3 clusters Score -3354614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3354615.250000 Penalty: 5083.920410
	Iteration 55Q: 3 clusters Score -3354615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3354614.500000 Penalty: 5083.920410
	Iteration 56Q: 3 clusters Score -3354614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3354615.000000 Penalty: 5083.920410
	Iteration 57Q: 3 clusters Score -3354615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3354613.500000 Penalty: 5083.920410
	Iteration 58Q: 3 clusters Score -3354614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3354618.750000 Penalty: 5083.920410
	Iteration 59Q: 3 clusters Score -3354619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3354618.750000 Penalty: 5083.920410
	Iteration 60F: 3 clusters Score -3354619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132580.109375 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132580.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132870.140625 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132870.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -132967.968750 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133011.640625 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -133011.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133030.281250 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133042.218750 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133044.296875 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133046.687500 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133047.984375 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133047.984375 Penalty: 3512.110352
	Iteration 9F: 3 clusters Score -133048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Entering Unmasked Estep 
Score: -5797164.500000 Penalty: 2676.766602
	Iteration 0F: 2 clusters Score -5797164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -5764390.000000 Penalty: 5353.533203
	Iteration 0F: 3 clusters Score -5764390 nChanged 22292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5776811.000000 Penalty: 5353.533203
	Iteration 1F: 3 clusters Score -5776811 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5777483.000000 Penalty: 5353.533203
	Iteration 2Q: 3 clusters Score -5777483 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5778328.500000 Penalty: 5353.533203
	Iteration 3Q: 3 clusters Score -5778328 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5779519.500000 Penalty: 5353.533203
	Iteration 4F: 3 clusters Score -5779520 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5781458.000000 Penalty: 5353.533203
	Iteration 5F: 3 clusters Score -5781458 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -5784315.000000 Penalty: 5353.533203
	Iteration 6F: 3 clusters Score -5784315 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -5787928.000000 Penalty: 5353.533203
	Iteration 7F: 3 clusters Score -5787928 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5791356.000000 Penalty: 5353.533203
	Iteration 8F: 3 clusters Score -5791356 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5793362.000000 Penalty: 5353.533203
	Iteration 9Q: 3 clusters Score -5793362 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5794188.500000 Penalty: 5353.533203
	Iteration 10Q: 3 clusters Score -5794188 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5794524.500000 Penalty: 5353.533203
	Iteration 11Q: 3 clusters Score -5794524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5794668.500000 Penalty: 5353.533203
	Iteration 12Q: 3 clusters Score -5794668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5794714.000000 Penalty: 5353.533203
	Iteration 13Q: 3 clusters Score -5794714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5794746.500000 Penalty: 5353.533203
	Iteration 14Q: 3 clusters Score -5794746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5794760.500000 Penalty: 5353.533203
	Iteration 15Q: 3 clusters Score -5794760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5794782.000000 Penalty: 5353.533203
	Iteration 16Q: 3 clusters Score -5794782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5794801.500000 Penalty: 5353.533203
	Iteration 17Q: 3 clusters Score -5794802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5794808.500000 Penalty: 5353.533203
	Iteration 18Q: 3 clusters Score -5794808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5794815.500000 Penalty: 5353.533203
	Iteration 19Q: 3 clusters Score -5794816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5794813.500000 Penalty: 5353.533203
	Iteration 20F: 3 clusters Score -5794814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5794821.000000 Penalty: 5353.533203
	Iteration 21Q: 3 clusters Score -5794821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5794826.000000 Penalty: 5353.533203
	Iteration 22Q: 3 clusters Score -5794826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5794839.500000 Penalty: 5353.533203
	Iteration 23Q: 3 clusters Score -5794840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5794837.000000 Penalty: 5353.533203
	Iteration 24Q: 3 clusters Score -5794837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5794841.500000 Penalty: 5353.533203
	Iteration 25Q: 3 clusters Score -5794842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5794841.500000 Penalty: 5353.533203
	Iteration 26F: 3 clusters Score -5794842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (70467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Entering Unmasked Estep 
Score: -8359291.500000 Penalty: 2768.399170
	Iteration 0F: 2 clusters Score -8359292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -8312134.500000 Penalty: 5536.798340
	Iteration 0F: 3 clusters Score -8312134 nChanged 33037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -8330634.000000 Penalty: 5536.798340
	Iteration 1F: 3 clusters Score -8330634 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -8331588.000000 Penalty: 5536.798340
	Iteration 2Q: 3 clusters Score -8331588 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -8332680.000000 Penalty: 5536.798340
	Iteration 3Q: 3 clusters Score -8332680 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -8334030.000000 Penalty: 5536.798340
	Iteration 4Q: 3 clusters Score -8334030 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8335773.500000 Penalty: 5536.798340
	Iteration 5Q: 3 clusters Score -8335774 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -8337935.500000 Penalty: 5536.798340
	Iteration 6F: 3 clusters Score -8337936 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -8340683.500000 Penalty: 5536.798340
	Iteration 7F: 3 clusters Score -8340684 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -8343856.000000 Penalty: 5536.798340
	Iteration 8F: 3 clusters Score -8343856 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -8347234.000000 Penalty: 5536.798340
	Iteration 9F: 3 clusters Score -8347234 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -8350573.000000 Penalty: 5536.798340
	Iteration 10F: 3 clusters Score -8350573 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -8353022.000000 Penalty: 5536.798340
	Iteration 11Q: 3 clusters Score -8353022 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -8354698.000000 Penalty: 5536.798340
	Iteration 12Q: 3 clusters Score -8354698 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -8355692.500000 Penalty: 5536.798340
	Iteration 13Q: 3 clusters Score -8355692 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -8356222.500000 Penalty: 5536.798340
	Iteration 14Q: 3 clusters Score -8356222 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -8356453.000000 Penalty: 5536.798340
	Iteration 15Q: 3 clusters Score -8356453 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -8356620.500000 Penalty: 5536.798340
	Iteration 16Q: 3 clusters Score -8356620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -8356722.000000 Penalty: 5536.798340
	Iteration 17Q: 3 clusters Score -8356722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -8356777.000000 Penalty: 5536.798340
	Iteration 18Q: 3 clusters Score -8356777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -8356813.500000 Penalty: 5536.798340
	Iteration 19Q: 3 clusters Score -8356814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -8356846.000000 Penalty: 5536.798340
	Iteration 20F: 3 clusters Score -8356846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -8356872.000000 Penalty: 5536.798340
	Iteration 21Q: 3 clusters Score -8356872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -8356875.000000 Penalty: 5536.798340
	Iteration 22Q: 3 clusters Score -8356875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -8356871.000000 Penalty: 5536.798340
	Iteration 23Q: 3 clusters Score -8356871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -8356869.500000 Penalty: 5536.798340
	Iteration 24Q: 3 clusters Score -8356870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -8356874.000000 Penalty: 5536.798340
	Iteration 25Q: 3 clusters Score -8356874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -8356877.500000 Penalty: 5536.798340
	Iteration 26Q: 3 clusters Score -8356878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -8356876.000000 Penalty: 5536.798340
	Iteration 27Q: 3 clusters Score -8356876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -8356877.500000 Penalty: 5536.798340
	Iteration 28Q: 3 clusters Score -8356878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -8356879.000000 Penalty: 5536.798340
	Iteration 29Q: 3 clusters Score -8356879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -8356879.000000 Penalty: 5536.798340
	Iteration 30F: 3 clusters Score -8356879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -430455.093750 Penalty: 2050.709229
	Iteration 0F: 2 clusters Score -430455.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -426656.906250 Penalty: 4101.418457
	Iteration 0F: 3 clusters Score -426656.9 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -427429.406250 Penalty: 4101.418457
	Iteration 1F: 3 clusters Score -427429.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -427611.375000 Penalty: 4101.418457
	Iteration 2F: 3 clusters Score -427611.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -427733.281250 Penalty: 4101.418457
	Iteration 3Q: 3 clusters Score -427733.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -427820.375000 Penalty: 4101.418457
	Iteration 4Q: 3 clusters Score -427820.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -427909.687500 Penalty: 4101.418457
	Iteration 5Q: 3 clusters Score -427909.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -428021.656250 Penalty: 4101.418457
	Iteration 6Q: 3 clusters Score -428021.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -428136.156250 Penalty: 4101.418457
	Iteration 7Q: 3 clusters Score -428136.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -428278.187500 Penalty: 4101.418457
	Iteration 8Q: 3 clusters Score -428278.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -428457.437500 Penalty: 4101.418457
	Iteration 9Q: 3 clusters Score -428457.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -428610.156250 Penalty: 4101.418457
	Iteration 10Q: 3 clusters Score -428610.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -428728.968750 Penalty: 4101.418457
	Iteration 11Q: 3 clusters Score -428729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -428833.718750 Penalty: 4101.418457
	Iteration 12Q: 3 clusters Score -428833.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -428891.875000 Penalty: 4101.418457
	Iteration 13Q: 3 clusters Score -428891.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -428932.343750 Penalty: 4101.418457
	Iteration 14Q: 3 clusters Score -428932.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -428961.000000 Penalty: 4101.418457
	Iteration 15Q: 3 clusters Score -428961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -428986.750000 Penalty: 4101.418457
	Iteration 16Q: 3 clusters Score -428986.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -429000.937500 Penalty: 4101.418457
	Iteration 17Q: 3 clusters Score -429000.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -429011.656250 Penalty: 4101.418457
	Iteration 18Q: 3 clusters Score -429011.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -429020.937500 Penalty: 4101.418457
	Iteration 19Q: 3 clusters Score -429020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -429027.531250 Penalty: 4101.418457
	Iteration 20F: 3 clusters Score -429027.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -429033.062500 Penalty: 4101.418457
	Iteration 21Q: 3 clusters Score -429033.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -429039.062500 Penalty: 4101.418457
	Iteration 22Q: 3 clusters Score -429039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -429045.687500 Penalty: 4101.418457
	Iteration 23Q: 3 clusters Score -429045.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -429048.593750 Penalty: 4101.418457
	Iteration 24Q: 3 clusters Score -429048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -429049.750000 Penalty: 4101.418457
	Iteration 25Q: 3 clusters Score -429049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -429051.156250 Penalty: 4101.418457
	Iteration 26Q: 3 clusters Score -429051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -429051.375000 Penalty: 4101.418457
	Iteration 27Q: 3 clusters Score -429051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -429052.937500 Penalty: 4101.418457
	Iteration 28Q: 3 clusters Score -429052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -429054.312500 Penalty: 4101.418457
	Iteration 29Q: 3 clusters Score -429054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -429055.781250 Penalty: 4101.418457
	Iteration 30Q: 3 clusters Score -429055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -429056.437500 Penalty: 4101.418457
	Iteration 31Q: 3 clusters Score -429056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -429057.375000 Penalty: 4101.418457
	Iteration 32Q: 3 clusters Score -429057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -429058.656250 Penalty: 4101.418457
	Iteration 33Q: 3 clusters Score -429058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -429059.968750 Penalty: 4101.418457
	Iteration 34Q: 3 clusters Score -429060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -429061.218750 Penalty: 4101.418457
	Iteration 35Q: 3 clusters Score -429061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -429063.812500 Penalty: 4101.418457
	Iteration 36Q: 3 clusters Score -429063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -429064.156250 Penalty: 4101.418457
	Iteration 37Q: 3 clusters Score -429064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -429064.750000 Penalty: 4101.418457
	Iteration 38Q: 3 clusters Score -429064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -429065.593750 Penalty: 4101.418457
	Iteration 39Q: 3 clusters Score -429065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -429066.000000 Penalty: 4101.418457
	Iteration 40F: 3 clusters Score -429066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -44629.136719 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -44629.14 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 209 members 
Entering Unmasked Estep 
Score: -43200.984375 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -43200.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43289.316406 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -43289.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43314.699219 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -43314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43334.718750 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -43334.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43339.625000 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -43339.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43339.625000 Penalty: 2998.322754
	Iteration 5F: 3 clusters Score -43339.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48887.625000 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48887.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49084.546875 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49084.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49177.207031 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49177.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49425.609375 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -49425.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49656.234375 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -49656.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49709.156250 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49709.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49751.812500 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49751.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49779.964844 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49779.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49804.050781 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49804.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49820.433594 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49820.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49829.445312 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49829.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49849.425781 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -49849.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49861.222656 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -49861.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49871.812500 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -49871.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49875.660156 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -49875.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49875.660156 Penalty: 3090.318848
	Iteration 15F: 3 clusters Score -49875.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -347004.250000 Penalty: 2001.352173
	Iteration 0F: 2 clusters Score -347004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -343590.718750 Penalty: 4002.704346
	Iteration 0F: 3 clusters Score -343590.7 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -344246.468750 Penalty: 4002.704346
	Iteration 1F: 3 clusters Score -344246.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -344462.156250 Penalty: 4002.704346
	Iteration 2F: 3 clusters Score -344462.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -344697.656250 Penalty: 4002.704346
	Iteration 3F: 3 clusters Score -344697.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -344986.375000 Penalty: 4002.704346
	Iteration 4F: 3 clusters Score -344986.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345304.750000 Penalty: 4002.704346
	Iteration 5F: 3 clusters Score -345304.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -345544.437500 Penalty: 4002.704346
	Iteration 6F: 3 clusters Score -345544.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -345710.875000 Penalty: 4002.704346
	Iteration 7Q: 3 clusters Score -345710.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -345836.625000 Penalty: 4002.704346
	Iteration 8Q: 3 clusters Score -345836.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -345905.281250 Penalty: 4002.704346
	Iteration 9Q: 3 clusters Score -345905.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -345942.312500 Penalty: 4002.704346
	Iteration 10Q: 3 clusters Score -345942.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -345959.562500 Penalty: 4002.704346
	Iteration 11Q: 3 clusters Score -345959.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -345974.750000 Penalty: 4002.704346
	Iteration 12Q: 3 clusters Score -345974.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -345985.875000 Penalty: 4002.704346
	Iteration 13Q: 3 clusters Score -345985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -345994.875000 Penalty: 4002.704346
	Iteration 14Q: 3 clusters Score -345994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -346001.968750 Penalty: 4002.704346
	Iteration 15Q: 3 clusters Score -346002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -346006.093750 Penalty: 4002.704346
	Iteration 16Q: 3 clusters Score -346006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -346008.437500 Penalty: 4002.704346
	Iteration 17Q: 3 clusters Score -346008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -346009.812500 Penalty: 4002.704346
	Iteration 18Q: 3 clusters Score -346009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -346011.062500 Penalty: 4002.704346
	Iteration 19Q: 3 clusters Score -346011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -346011.593750 Penalty: 4002.704346
	Iteration 20F: 3 clusters Score -346011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -346012.437500 Penalty: 4002.704346
	Iteration 21Q: 3 clusters Score -346012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -346013.187500 Penalty: 4002.704346
	Iteration 22Q: 3 clusters Score -346013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -346014.125000 Penalty: 4002.704346
	Iteration 23Q: 3 clusters Score -346014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -346014.531250 Penalty: 4002.704346
	Iteration 24Q: 3 clusters Score -346014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -346015.156250 Penalty: 4002.704346
	Iteration 25Q: 3 clusters Score -346015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346016.031250 Penalty: 4002.704346
	Iteration 26Q: 3 clusters Score -346016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -346016.031250 Penalty: 4002.704346
	Iteration 27F: 3 clusters Score -346016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78835.484375 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78835.48 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79185.179688 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79185.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79337.367188 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79337.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79472.125000 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -79472.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79553.617188 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79553.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79603.351562 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79603.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79660.429688 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79660.43 nChanged 19
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: -79705.468750 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -79705.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79742.921875 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -79742.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79775.773438 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -79775.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79806.859375 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -79806.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79820.406250 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -79820.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79838.171875 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -79838.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79859.500000 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -79859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79897.546875 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -79897.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79935.085938 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -79935.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79953.500000 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -79953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79963.585938 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -79963.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79973.507812 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -79973.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79985.687500 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -79985.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80018.695312 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -80018.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80113.437500 Penalty: 3323.562744
	Iteration 21Q: 3 clusters Score -80113.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80261.734375 Penalty: 3323.562744
	Iteration 22Q: 3 clusters Score -80261.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80306.585938 Penalty: 3323.562744
	Iteration 23Q: 3 clusters Score -80306.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80338.453125 Penalty: 3323.562744
	Iteration 24Q: 3 clusters Score -80338.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80343.835938 Penalty: 3323.562744
	Iteration 25Q: 3 clusters Score -80343.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80344.453125 Penalty: 3323.562744
	Iteration 26Q: 3 clusters Score -80344.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80344.453125 Penalty: 3323.562744
	Iteration 27F: 3 clusters Score -80344.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -27269.779297 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -27269.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26064.033203 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -26064.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26271.136719 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -26271.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26371.513672 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -26371.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26380.673828 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -26380.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26382.417969 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -26382.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26382.417969 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -26382.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 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 171 members 
Entering Unmasked Estep 
Score: -32502.673828 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32502.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32667.759766 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32667.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32727.101562 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -32727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32756.580078 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32756.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32775.339844 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32775.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32786.882812 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32786.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32795.652344 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32795.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32818.375000 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -32818.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32853.152344 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -32853.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32906.035156 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -32906.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32963.320312 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -32963.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33123.089844 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -33123.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33145.207031 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -33145.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33159.527344 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -33159.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33172.285156 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -33172.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33172.285156 Penalty: 2911.171387
	Iteration 15F: 3 clusters Score -33172.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (93192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Entering Unmasked Estep 
Score: -11037264.000000 Penalty: 2837.719482
	Iteration 0F: 2 clusters Score -1.103726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -10975216.000000 Penalty: 5675.438965
	Iteration 0F: 3 clusters Score -1.097522e+07 nChanged 43876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -10999523.000000 Penalty: 5675.438965
	Iteration 1F: 3 clusters Score -1.099952e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -11000137.000000 Penalty: 5675.438965
	Iteration 2Q: 3 clusters Score -1.100014e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -11000851.000000 Penalty: 5675.438965
	Iteration 3Q: 3 clusters Score -1.100085e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -11001557.000000 Penalty: 5675.438965
	Iteration 4Q: 3 clusters Score -1.100156e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -11002284.000000 Penalty: 5675.438965
	Iteration 5Q: 3 clusters Score -1.100228e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -11003346.000000 Penalty: 5675.438965
	Iteration 6Q: 3 clusters Score -1.100335e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -11004733.000000 Penalty: 5675.438965
	Iteration 7Q: 3 clusters Score -1.100473e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -11006788.000000 Penalty: 5675.438965
	Iteration 8Q: 3 clusters Score -1.100679e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -11009728.000000 Penalty: 5675.438965
	Iteration 9F: 3 clusters Score -1.100973e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -11013704.000000 Penalty: 5675.438965
	Iteration 10F: 3 clusters Score -1.10137e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -11018609.000000 Penalty: 5675.438965
	Iteration 11F: 3 clusters Score -1.101861e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -11023363.000000 Penalty: 5675.438965
	Iteration 12F: 3 clusters Score -1.102336e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -11026716.000000 Penalty: 5675.438965
	Iteration 13Q: 3 clusters Score -1.102672e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -11028391.000000 Penalty: 5675.438965
	Iteration 14Q: 3 clusters Score -1.102839e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -11029425.000000 Penalty: 5675.438965
	Iteration 15Q: 3 clusters Score -1.102942e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -11030138.000000 Penalty: 5675.438965
	Iteration 16Q: 3 clusters Score -1.103014e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -11030694.000000 Penalty: 5675.438965
	Iteration 17Q: 3 clusters Score -1.103069e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -11031340.000000 Penalty: 5675.438965
	Iteration 18Q: 3 clusters Score -1.103134e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -11031973.000000 Penalty: 5675.438965
	Iteration 19Q: 3 clusters Score -1.103197e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -11032577.000000 Penalty: 5675.438965
	Iteration 20F: 3 clusters Score -1.103258e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -11033067.000000 Penalty: 5675.438965
	Iteration 21Q: 3 clusters Score -1.103307e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -11033363.000000 Penalty: 5675.438965
	Iteration 22Q: 3 clusters Score -1.103336e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -11033690.000000 Penalty: 5675.438965
	Iteration 23Q: 3 clusters Score -1.103369e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -11033966.000000 Penalty: 5675.438965
	Iteration 24Q: 3 clusters Score -1.103397e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -11034143.000000 Penalty: 5675.438965
	Iteration 25Q: 3 clusters Score -1.103414e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -11034344.000000 Penalty: 5675.438965
	Iteration 26Q: 3 clusters Score -1.103434e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -11034452.000000 Penalty: 5675.438965
	Iteration 27Q: 3 clusters Score -1.103445e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11034585.000000 Penalty: 5675.438965
	Iteration 28Q: 3 clusters Score -1.103458e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11034681.000000 Penalty: 5675.438965
	Iteration 29Q: 3 clusters Score -1.103468e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -11034800.000000 Penalty: 5675.438965
	Iteration 30Q: 3 clusters Score -1.10348e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -11034876.000000 Penalty: 5675.438965
	Iteration 31Q: 3 clusters Score -1.103488e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -11034932.000000 Penalty: 5675.438965
	Iteration 32Q: 3 clusters Score -1.103493e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11034985.000000 Penalty: 5675.438965
	Iteration 33Q: 3 clusters Score -1.103498e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -11035004.000000 Penalty: 5675.438965
	Iteration 34Q: 3 clusters Score -1.1035e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11035023.000000 Penalty: 5675.438965
	Iteration 35Q: 3 clusters Score -1.103502e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -11035045.000000 Penalty: 5675.438965
	Iteration 36Q: 3 clusters Score -1.103504e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -11035044.000000 Penalty: 5675.438965
	Iteration 37Q: 3 clusters Score -1.103504e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -11035067.000000 Penalty: 5675.438965
	Iteration 38Q: 3 clusters Score -1.103507e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -11035077.000000 Penalty: 5675.438965
	Iteration 39Q: 3 clusters Score -1.103508e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -11035092.000000 Penalty: 5675.438965
	Iteration 40F: 3 clusters Score -1.103509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11035093.000000 Penalty: 5675.438965
	Iteration 41Q: 3 clusters Score -1.103509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -11035090.000000 Penalty: 5675.438965
	Iteration 42Q: 3 clusters Score -1.103509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -11035104.000000 Penalty: 5675.438965
	Iteration 43Q: 3 clusters Score -1.10351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -11035093.000000 Penalty: 5675.438965
	Iteration 44Q: 3 clusters Score -1.103509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -11035109.000000 Penalty: 5675.438965
	Iteration 45Q: 3 clusters Score -1.103511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11035110.000000 Penalty: 5675.438965
	Iteration 46Q: 3 clusters Score -1.103511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11035114.000000 Penalty: 5675.438965
	Iteration 47Q: 3 clusters Score -1.103511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -11035130.000000 Penalty: 5675.438965
	Iteration 48Q: 3 clusters Score -1.103513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11035147.000000 Penalty: 5675.438965
	Iteration 49Q: 3 clusters Score -1.103515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11035157.000000 Penalty: 5675.438965
	Iteration 50Q: 3 clusters Score -1.103516e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11035175.000000 Penalty: 5675.438965
	Iteration 51Q: 3 clusters Score -1.103518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11035179.000000 Penalty: 5675.438965
	Iteration 52Q: 3 clusters Score -1.103518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11035189.000000 Penalty: 5675.438965
	Iteration 53Q: 3 clusters Score -1.103519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11035203.000000 Penalty: 5675.438965
	Iteration 54Q: 3 clusters Score -1.10352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11035195.000000 Penalty: 5675.438965
	Iteration 55Q: 3 clusters Score -1.10352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -11035184.000000 Penalty: 5675.438965
	Iteration 56Q: 3 clusters Score -1.103518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -11035192.000000 Penalty: 5675.438965
	Iteration 57Q: 3 clusters Score -1.103519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11035208.000000 Penalty: 5675.438965
	Iteration 58Q: 3 clusters Score -1.103521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11035215.000000 Penalty: 5675.438965
	Iteration 59Q: 3 clusters Score -1.103522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11035228.000000 Penalty: 5675.438965
	Iteration 60F: 3 clusters Score -1.103523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11035216.000000 Penalty: 5675.438965
	Iteration 61Q: 3 clusters Score -1.103522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11035225.000000 Penalty: 5675.438965
	Iteration 62Q: 3 clusters Score -1.103522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -11035222.000000 Penalty: 5675.438965
	Iteration 63Q: 3 clusters Score -1.103522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11035214.000000 Penalty: 5675.438965
	Iteration 64Q: 3 clusters Score -1.103521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11035228.000000 Penalty: 5675.438965
	Iteration 65Q: 3 clusters Score -1.103523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11035214.000000 Penalty: 5675.438965
	Iteration 66Q: 3 clusters Score -1.103521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11035218.000000 Penalty: 5675.438965
	Iteration 67Q: 3 clusters Score -1.103522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11035222.000000 Penalty: 5675.438965
	Iteration 68Q: 3 clusters Score -1.103522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91301 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11035218.000000 Penalty: 5675.438965
	Iteration 69Q: 3 clusters Score -1.103522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11035213.000000 Penalty: 5675.438965
	Iteration 70Q: 3 clusters Score -1.103521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11035220.000000 Penalty: 5675.438965
	Iteration 71Q: 3 clusters Score -1.103522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -11035222.000000 Penalty: 5675.438965
	Iteration 72Q: 3 clusters Score -1.103522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -11035223.000000 Penalty: 5675.438965
	Iteration 73Q: 3 clusters Score -1.103522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11035226.000000 Penalty: 5675.438965
	Iteration 74Q: 3 clusters Score -1.103523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11035228.000000 Penalty: 5675.438965
	Iteration 75Q: 3 clusters Score -1.103523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11035233.000000 Penalty: 5675.438965
	Iteration 76Q: 3 clusters Score -1.103523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -11035215.000000 Penalty: 5675.438965
	Iteration 77Q: 3 clusters Score -1.103522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -11035214.000000 Penalty: 5675.438965
	Iteration 78Q: 3 clusters Score -1.103521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11035219.000000 Penalty: 5675.438965
	Iteration 79Q: 3 clusters Score -1.103522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -11035223.000000 Penalty: 5675.438965
	Iteration 80F: 3 clusters Score -1.103522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11035227.000000 Penalty: 5675.438965
	Iteration 81Q: 3 clusters Score -1.103523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11035224.000000 Penalty: 5675.438965
	Iteration 82Q: 3 clusters Score -1.103522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11035225.000000 Penalty: 5675.438965
	Iteration 83Q: 3 clusters Score -1.103522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11035231.000000 Penalty: 5675.438965
	Iteration 84Q: 3 clusters Score -1.103523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11035223.000000 Penalty: 5675.438965
	Iteration 85Q: 3 clusters Score -1.103522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11035223.000000 Penalty: 5675.438965
	Iteration 86Q: 3 clusters Score -1.103522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11035224.000000 Penalty: 5675.438965
	Iteration 87Q: 3 clusters Score -1.103522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11035220.000000 Penalty: 5675.438965
	Iteration 88Q: 3 clusters Score -1.103522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11035227.000000 Penalty: 5675.438965
	Iteration 89Q: 3 clusters Score -1.103523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11035231.000000 Penalty: 5675.438965
	Iteration 90Q: 3 clusters Score -1.103523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -11035229.000000 Penalty: 5675.438965
	Iteration 91Q: 3 clusters Score -1.103523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11035227.000000 Penalty: 5675.438965
	Iteration 92Q: 3 clusters Score -1.103523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11035237.000000 Penalty: 5675.438965
	Iteration 93Q: 3 clusters Score -1.103524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11035228.000000 Penalty: 5675.438965
	Iteration 94Q: 3 clusters Score -1.103523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11035240.000000 Penalty: 5675.438965
	Iteration 95Q: 3 clusters Score -1.103524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11035248.000000 Penalty: 5675.438965
	Iteration 96Q: 3 clusters Score -1.103525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11035239.000000 Penalty: 5675.438965
	Iteration 97Q: 3 clusters Score -1.103524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11035243.000000 Penalty: 5675.438965
	Iteration 98Q: 3 clusters Score -1.103524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11035235.000000 Penalty: 5675.438965
	Iteration 99Q: 3 clusters Score -1.103524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11035236.000000 Penalty: 5675.438965
	Iteration 100F: 3 clusters Score -1.103524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11035245.000000 Penalty: 5675.438965
	Iteration 101Q: 3 clusters Score -1.103524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11035246.000000 Penalty: 5675.438965
	Iteration 102Q: 3 clusters Score -1.103525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11035247.000000 Penalty: 5675.438965
	Iteration 103Q: 3 clusters Score -1.103525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11035252.000000 Penalty: 5675.438965
	Iteration 104Q: 3 clusters Score -1.103525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -11035252.000000 Penalty: 5675.438965
	Iteration 105F: 3 clusters Score -1.103525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130904.093750 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130904.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -131297.859375 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131297.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131420.359375 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131420.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131488.921875 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131488.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131552.437500 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131552.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131604.828125 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131604.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -131632.890625 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131651.875000 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -131662.921875 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -131671.671875 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -131678.015625 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -131685.906250 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -131690.984375 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -131694.750000 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131697.531250 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -131697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131703.593750 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -131703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131706.468750 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -131706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -131708.875000 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -131708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131709.312500 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -131709.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131709.312500 Penalty: 3498.578369
	Iteration 19F: 3 clusters Score -131709.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -159661.437500 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -159661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157395.062500 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -157395.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -157741.906250 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -157741.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157854.250000 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -157854.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157906.625000 Penalty: 3605.038574
	Iteration 3Q: 3 clusters Score -157906.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157953.718750 Penalty: 3605.038574
	Iteration 4Q: 3 clusters Score -157953.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157983.218750 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -157983.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158013.781250 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -158013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -158044.734375 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -158044.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158089.218750 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -158089.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -158116.171875 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -158116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -158132.375000 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -158132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158146.078125 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -158146.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158158.671875 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -158158.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158173.671875 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -158173.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158185.515625 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -158185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158199.046875 Penalty: 3605.038574
	Iteration 15Q: 3 clusters Score -158199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158212.046875 Penalty: 3605.038574
	Iteration 16Q: 3 clusters Score -158212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -158221.906250 Penalty: 3605.038574
	Iteration 17Q: 3 clusters Score -158221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158231.187500 Penalty: 3605.038574
	Iteration 18Q: 3 clusters Score -158231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158240.828125 Penalty: 3605.038574
	Iteration 19Q: 3 clusters Score -158240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158246.875000 Penalty: 3605.038574
	Iteration 20F: 3 clusters Score -158246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -158255.343750 Penalty: 3605.038574
	Iteration 21Q: 3 clusters Score -158255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -158266.375000 Penalty: 3605.038574
	Iteration 22Q: 3 clusters Score -158266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158275.875000 Penalty: 3605.038574
	Iteration 23Q: 3 clusters Score -158275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -158285.875000 Penalty: 3605.038574
	Iteration 24Q: 3 clusters Score -158285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -158294.843750 Penalty: 3605.038574
	Iteration 25Q: 3 clusters Score -158294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158308.718750 Penalty: 3605.038574
	Iteration 26Q: 3 clusters Score -158308.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158324.218750 Penalty: 3605.038574
	Iteration 27Q: 3 clusters Score -158324.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -158335.171875 Penalty: 3605.038574
	Iteration 28Q: 3 clusters Score -158335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -158342.031250 Penalty: 3605.038574
	Iteration 29Q: 3 clusters Score -158342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -158351.265625 Penalty: 3605.038574
	Iteration 30Q: 3 clusters Score -158351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158362.203125 Penalty: 3605.038574
	Iteration 31Q: 3 clusters Score -158362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158373.296875 Penalty: 3605.038574
	Iteration 32Q: 3 clusters Score -158373.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158386.593750 Penalty: 3605.038574
	Iteration 33Q: 3 clusters Score -158386.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158407.000000 Penalty: 3605.038574
	Iteration 34Q: 3 clusters Score -158407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -158431.281250 Penalty: 3605.038574
	Iteration 35Q: 3 clusters Score -158431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158467.031250 Penalty: 3605.038574
	Iteration 36Q: 3 clusters Score -158467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158500.890625 Penalty: 3605.038574
	Iteration 37Q: 3 clusters Score -158500.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158522.703125 Penalty: 3605.038574
	Iteration 38Q: 3 clusters Score -158522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158536.250000 Penalty: 3605.038574
	Iteration 39Q: 3 clusters Score -158536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158544.250000 Penalty: 3605.038574
	Iteration 40F: 3 clusters Score -158544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -158550.046875 Penalty: 3605.038574
	Iteration 41Q: 3 clusters Score -158550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158561.968750 Penalty: 3605.038574
	Iteration 42Q: 3 clusters Score -158562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158574.765625 Penalty: 3605.038574
	Iteration 43Q: 3 clusters Score -158574.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158586.937500 Penalty: 3605.038574
	Iteration 44Q: 3 clusters Score -158586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -158600.140625 Penalty: 3605.038574
	Iteration 45Q: 3 clusters Score -158600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158607.406250 Penalty: 3605.038574
	Iteration 46Q: 3 clusters Score -158607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158610.234375 Penalty: 3605.038574
	Iteration 47Q: 3 clusters Score -158610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158614.406250 Penalty: 3605.038574
	Iteration 48Q: 3 clusters Score -158614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158617.687500 Penalty: 3605.038574
	Iteration 49Q: 3 clusters Score -158617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158622.125000 Penalty: 3605.038574
	Iteration 50Q: 3 clusters Score -158622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158624.734375 Penalty: 3605.038574
	Iteration 51Q: 3 clusters Score -158624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158629.015625 Penalty: 3605.038574
	Iteration 52Q: 3 clusters Score -158629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158633.250000 Penalty: 3605.038574
	Iteration 53Q: 3 clusters Score -158633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158634.906250 Penalty: 3605.038574
	Iteration 54Q: 3 clusters Score -158634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158636.640625 Penalty: 3605.038574
	Iteration 55Q: 3 clusters Score -158636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -158640.953125 Penalty: 3605.038574
	Iteration 56Q: 3 clusters Score -158641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158643.562500 Penalty: 3605.038574
	Iteration 57Q: 3 clusters Score -158643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -158645.265625 Penalty: 3605.038574
	Iteration 58Q: 3 clusters Score -158645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158646.875000 Penalty: 3605.038574
	Iteration 59Q: 3 clusters Score -158646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -158651.156250 Penalty: 3605.038574
	Iteration 60F: 3 clusters Score -158651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158653.265625 Penalty: 3605.038574
	Iteration 61Q: 3 clusters Score -158653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158655.281250 Penalty: 3605.038574
	Iteration 62Q: 3 clusters Score -158655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158659.093750 Penalty: 3605.038574
	Iteration 63Q: 3 clusters Score -158659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158660.625000 Penalty: 3605.038574
	Iteration 64Q: 3 clusters Score -158660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158667.171875 Penalty: 3605.038574
	Iteration 65Q: 3 clusters Score -158667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -158674.437500 Penalty: 3605.038574
	Iteration 66Q: 3 clusters Score -158674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158678.968750 Penalty: 3605.038574
	Iteration 67Q: 3 clusters Score -158679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158685.296875 Penalty: 3605.038574
	Iteration 68Q: 3 clusters Score -158685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -158689.500000 Penalty: 3605.038574
	Iteration 69Q: 3 clusters Score -158689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -158690.734375 Penalty: 3605.038574
	Iteration 70Q: 3 clusters Score -158690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -158690.734375 Penalty: 3605.038574
	Iteration 71F: 3 clusters Score -158690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56856.304688 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56856.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57091.675781 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57091.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57179.175781 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57179.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57224.550781 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57224.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57243.871094 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57243.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57260.371094 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57260.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57266.851562 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57266.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57269.078125 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57269.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57271.425781 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57271.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57276.152344 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57276.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57289.636719 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57289.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57303.812500 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57303.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57319.167969 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57319.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57342.457031 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57342.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57370.023438 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -57370.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57381.671875 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -57381.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57396.433594 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -57396.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57414.820312 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -57414.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57440.386719 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -57440.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57476.585938 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -57476.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57516.617188 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -57516.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57572.882812 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -57572.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57623.703125 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -57623.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57703.933594 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -57703.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57779.449219 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -57779.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57843.125000 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -57843.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57859.664062 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -57859.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57869.296875 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -57869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57879.789062 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -57879.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57887.378906 Penalty: 3151.767578
	Iteration 29Q: 3 clusters Score -57887.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57892.128906 Penalty: 3151.767578
	Iteration 30Q: 3 clusters Score -57892.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57894.109375 Penalty: 3151.767578
	Iteration 31Q: 3 clusters Score -57894.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57895.808594 Penalty: 3151.767578
	Iteration 32F: 3 clusters Score -57895.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57901.804688 Penalty: 3151.767578
	Iteration 33Q: 3 clusters Score -57901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57908.652344 Penalty: 3151.767578
	Iteration 34Q: 3 clusters Score -57908.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57914.035156 Penalty: 3151.767578
	Iteration 35Q: 3 clusters Score -57914.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57920.796875 Penalty: 3151.767578
	Iteration 36Q: 3 clusters Score -57920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57927.644531 Penalty: 3151.767578
	Iteration 37Q: 3 clusters Score -57927.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57927.644531 Penalty: 3151.767578
	Iteration 38F: 3 clusters Score -57927.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 170605 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 56132 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48170 members 
Mstep: Class 9 contains 223507 members 
Mstep: Class 10 contains 18443 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 285923 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50753 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 83854 members 
Mstep: Class 17 contains 176820 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 71577 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28278 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48699 members 
Mstep: Class 24 contains 70467 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93192 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012000.000000 Penalty: 124057.148438
Iteration 399Q: 36 clusters Score -1.84012e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 170752 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 56137 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 48186 members 
Mstep: Class 9 contains 223613 members 
Mstep: Class 10 contains 18438 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 285478 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50744 members 
Mstep: Class 15 contains 82903 members 
Mstep: Class 16 contains 83931 members 
Mstep: Class 17 contains 176875 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 71539 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28288 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48730 members 
Mstep: Class 24 contains 70484 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93215 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012176.000000 Penalty: 124057.148438
Iteration 400F: 36 clusters Score -1.840122e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 170864 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 56148 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48199 members 
Mstep: Class 9 contains 223724 members 
Mstep: Class 10 contains 18436 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 285048 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50745 members 
Mstep: Class 15 contains 82906 members 
Mstep: Class 16 contains 84014 members 
Mstep: Class 17 contains 176927 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 71499 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28295 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48755 members 
Mstep: Class 24 contains 70511 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3202 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93234 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012160.000000 Penalty: 124057.148438
Iteration 401Q: 36 clusters Score -1.840122e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 170967 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 56162 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 48223 members 
Mstep: Class 9 contains 223832 members 
Mstep: Class 10 contains 18434 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 284641 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50745 members 
Mstep: Class 15 contains 82905 members 
Mstep: Class 16 contains 84097 members 
Mstep: Class 17 contains 176974 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 71458 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28296 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48776 members 
Mstep: Class 24 contains 70550 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93242 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012176.000000 Penalty: 124057.148438
Iteration 402Q: 36 clusters Score -1.840122e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 171100 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 8273 members 
Mstep: Class 6 contains 56172 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48240 members 
Mstep: Class 9 contains 223941 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 284182 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50753 members 
Mstep: Class 15 contains 82904 members 
Mstep: Class 16 contains 84172 members 
Mstep: Class 17 contains 177033 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 71415 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28304 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48801 members 
Mstep: Class 24 contains 70589 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93263 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012016.000000 Penalty: 124057.148438
Iteration 403Q: 36 clusters Score -1.84012e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 171210 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12532 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 56184 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 224063 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 283687 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50752 members 
Mstep: Class 15 contains 82906 members 
Mstep: Class 16 contains 84241 members 
Mstep: Class 17 contains 177108 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 71372 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28330 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48836 members 
Mstep: Class 24 contains 70630 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93290 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011952.000000 Penalty: 124057.148438
Iteration 404Q: 36 clusters Score -1.84012e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 171341 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 56204 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 224184 members 
Mstep: Class 10 contains 18423 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 283187 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50739 members 
Mstep: Class 15 contains 82904 members 
Mstep: Class 16 contains 84298 members 
Mstep: Class 17 contains 177176 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 71330 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28363 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48861 members 
Mstep: Class 24 contains 70672 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3208 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93316 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011776.000000 Penalty: 124057.148438
Iteration 405Q: 36 clusters Score -1.840118e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 171433 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 56215 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 48320 members 
Mstep: Class 9 contains 224290 members 
Mstep: Class 10 contains 18423 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 282735 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50734 members 
Mstep: Class 15 contains 82906 members 
Mstep: Class 16 contains 84351 members 
Mstep: Class 17 contains 177235 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 71297 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28392 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48888 members 
Mstep: Class 24 contains 70722 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93342 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011840.000000 Penalty: 124057.148438
Iteration 406Q: 36 clusters Score -1.840118e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 171546 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 56231 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 48352 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 282245 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 50739 members 
Mstep: Class 15 contains 82908 members 
Mstep: Class 16 contains 84408 members 
Mstep: Class 17 contains 177290 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 71259 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28417 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48915 members 
Mstep: Class 24 contains 70755 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3206 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93364 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011840.000000 Penalty: 124057.148438
Iteration 407Q: 36 clusters Score -1.840118e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 171667 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 8276 members 
Mstep: Class 6 contains 56255 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 48394 members 
Mstep: Class 9 contains 224578 members 
Mstep: Class 10 contains 18426 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 281731 members 
Mstep: Class 13 contains 2449 members 
Mstep: Class 14 contains 50733 members 
Mstep: Class 15 contains 82910 members 
Mstep: Class 16 contains 84458 members 
Mstep: Class 17 contains 177363 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 71213 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28442 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48933 members 
Mstep: Class 24 contains 70784 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3205 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93394 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011712.000000 Penalty: 124057.148438
Iteration 408Q: 36 clusters Score -1.840117e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 171774 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 8277 members 
Mstep: Class 6 contains 56282 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 48429 members 
Mstep: Class 9 contains 224718 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 281248 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 50735 members 
Mstep: Class 15 contains 82908 members 
Mstep: Class 16 contains 84506 members 
Mstep: Class 17 contains 177412 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 71175 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28470 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48954 members 
Mstep: Class 24 contains 70813 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93423 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011728.000000 Penalty: 124057.148438
Iteration 409Q: 36 clusters Score -1.840117e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 171878 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 8278 members 
Mstep: Class 6 contains 56311 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48455 members 
Mstep: Class 9 contains 224861 members 
Mstep: Class 10 contains 18425 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 280763 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 50743 members 
Mstep: Class 15 contains 82906 members 
Mstep: Class 16 contains 84550 members 
Mstep: Class 17 contains 177464 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 71152 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28494 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48980 members 
Mstep: Class 24 contains 70841 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93448 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011376.000000 Penalty: 124057.148438
Iteration 410Q: 36 clusters Score -1.840114e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 172015 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12540 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 56337 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48484 members 
Mstep: Class 9 contains 224942 members 
Mstep: Class 10 contains 18424 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 280309 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 50738 members 
Mstep: Class 15 contains 82906 members 
Mstep: Class 16 contains 84595 members 
Mstep: Class 17 contains 177518 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 71120 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28524 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 48998 members 
Mstep: Class 24 contains 70866 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3204 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93488 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011344.000000 Penalty: 124057.148438
Iteration 411Q: 36 clusters Score -1.840113e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 172166 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12543 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 56369 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48497 members 
Mstep: Class 9 contains 225012 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 279872 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 50736 members 
Mstep: Class 15 contains 82909 members 
Mstep: Class 16 contains 84647 members 
Mstep: Class 17 contains 177576 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 71087 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28552 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49011 members 
Mstep: Class 24 contains 70892 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3202 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93505 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011376.000000 Penalty: 124057.148438
Iteration 412Q: 36 clusters Score -1.840114e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 172298 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12542 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 56391 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 48522 members 
Mstep: Class 9 contains 225106 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 279403 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 50745 members 
Mstep: Class 15 contains 82904 members 
Mstep: Class 16 contains 84688 members 
Mstep: Class 17 contains 177646 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 71067 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28587 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49032 members 
Mstep: Class 24 contains 70916 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93522 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011408.000000 Penalty: 124057.148438
Iteration 413Q: 36 clusters Score -1.840114e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 172434 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12537 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 56411 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 48549 members 
Mstep: Class 9 contains 225162 members 
Mstep: Class 10 contains 18432 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 278944 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 50740 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 84748 members 
Mstep: Class 17 contains 177735 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 71049 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28616 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49047 members 
Mstep: Class 24 contains 70947 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3202 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93548 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011504.000000 Penalty: 124057.148438
Iteration 414Q: 36 clusters Score -1.840115e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 172578 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12538 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 56439 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 48571 members 
Mstep: Class 9 contains 225227 members 
Mstep: Class 10 contains 18431 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 278459 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 50744 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 84797 members 
Mstep: Class 17 contains 177817 members 
Mstep: Class 18 contains 4364 members 
Mstep: Class 19 contains 71037 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28636 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49076 members 
Mstep: Class 24 contains 70986 members 
Mstep: Class 25 contains 3905 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93564 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011280.000000 Penalty: 124057.148438
Iteration 415Q: 36 clusters Score -1.840113e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 172737 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12543 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56469 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 48580 members 
Mstep: Class 9 contains 225300 members 
Mstep: Class 10 contains 18431 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 277974 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 50743 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 84843 members 
Mstep: Class 17 contains 177898 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 71016 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28660 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49109 members 
Mstep: Class 24 contains 71022 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93586 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011264.000000 Penalty: 124057.148438
Iteration 416Q: 36 clusters Score -1.840113e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 172874 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12542 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56503 members 
Mstep: Class 7 contains 8206 members 
Mstep: Class 8 contains 48598 members 
Mstep: Class 9 contains 225364 members 
Mstep: Class 10 contains 18433 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 277524 members 
Mstep: Class 13 contains 2442 members 
Mstep: Class 14 contains 50745 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 84886 members 
Mstep: Class 17 contains 177973 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 70993 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28684 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49132 members 
Mstep: Class 24 contains 71055 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93611 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011216.000000 Penalty: 124057.148438
Iteration 417Q: 36 clusters Score -1.840112e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 172996 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56537 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 48615 members 
Mstep: Class 9 contains 225442 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 277058 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50750 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 84935 members 
Mstep: Class 17 contains 178072 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 70959 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28703 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49163 members 
Mstep: Class 24 contains 71071 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3197 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93634 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010928.000000 Penalty: 124057.148438
Iteration 418Q: 36 clusters Score -1.840109e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 173101 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12548 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 56558 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48634 members 
Mstep: Class 9 contains 225518 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 276620 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50751 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 84978 members 
Mstep: Class 17 contains 178165 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 70927 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28721 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49193 members 
Mstep: Class 24 contains 71098 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93655 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010736.000000 Penalty: 124057.148438
Iteration 419Q: 36 clusters Score -1.840107e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 173174 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12549 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 56583 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 48648 members 
Mstep: Class 9 contains 225615 members 
Mstep: Class 10 contains 18440 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 276201 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50759 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85019 members 
Mstep: Class 17 contains 178238 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 70898 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28737 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49238 members 
Mstep: Class 24 contains 71129 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93677 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010560.000000 Penalty: 124057.148438
Iteration 420F: 36 clusters Score -1.840106e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 173254 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 56603 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48663 members 
Mstep: Class 9 contains 225685 members 
Mstep: Class 10 contains 18444 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 275831 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50761 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85065 members 
Mstep: Class 17 contains 178296 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 70868 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28750 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49278 members 
Mstep: Class 24 contains 71147 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3194 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93699 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010464.000000 Penalty: 124057.148438
Iteration 421Q: 36 clusters Score -1.840105e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 173350 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12560 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56626 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48672 members 
Mstep: Class 9 contains 225757 members 
Mstep: Class 10 contains 18441 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 275475 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50756 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 85096 members 
Mstep: Class 17 contains 178346 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 70836 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28764 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49309 members 
Mstep: Class 24 contains 71179 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93732 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010272.000000 Penalty: 124057.148438
Iteration 422Q: 36 clusters Score -1.840103e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 173440 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56644 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 48685 members 
Mstep: Class 9 contains 225837 members 
Mstep: Class 10 contains 18441 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 275104 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50758 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85130 members 
Mstep: Class 17 contains 178390 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 70810 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28780 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49342 members 
Mstep: Class 24 contains 71210 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93760 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010144.000000 Penalty: 124057.148438
Iteration 423Q: 36 clusters Score -1.840101e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 173484 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56660 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 48698 members 
Mstep: Class 9 contains 225903 members 
Mstep: Class 10 contains 18441 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 274792 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50754 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85155 members 
Mstep: Class 17 contains 178460 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 70789 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49366 members 
Mstep: Class 24 contains 71236 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93794 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010016.000000 Penalty: 124057.148438
Iteration 424Q: 36 clusters Score -1.8401e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 173567 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56675 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 48714 members 
Mstep: Class 9 contains 225954 members 
Mstep: Class 10 contains 18443 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 274508 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50755 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85173 members 
Mstep: Class 17 contains 178497 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 70764 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49386 members 
Mstep: Class 24 contains 71259 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93819 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009872.000000 Penalty: 124057.148438
Iteration 425Q: 36 clusters Score -1.840099e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 173639 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12567 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56691 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 48727 members 
Mstep: Class 9 contains 225997 members 
Mstep: Class 10 contains 18440 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 274218 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50754 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85199 members 
Mstep: Class 17 contains 178541 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 70741 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28841 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49393 members 
Mstep: Class 24 contains 71292 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93855 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009920.000000 Penalty: 124057.148438
Iteration 426Q: 36 clusters Score -1.840099e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 173721 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12570 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56704 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 48731 members 
Mstep: Class 9 contains 226065 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 273893 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50757 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85235 members 
Mstep: Class 17 contains 178588 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 70722 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28850 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49410 members 
Mstep: Class 24 contains 71329 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93875 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010064.000000 Penalty: 124057.148438
Iteration 427Q: 36 clusters Score -1.840101e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 173786 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12573 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56723 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 48739 members 
Mstep: Class 9 contains 226113 members 
Mstep: Class 10 contains 18434 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 273579 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50762 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 85257 members 
Mstep: Class 17 contains 178660 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 70714 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28867 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49423 members 
Mstep: Class 24 contains 71363 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93894 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010000.000000 Penalty: 124057.148438
Iteration 428Q: 36 clusters Score -1.8401e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 173854 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 56734 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48742 members 
Mstep: Class 9 contains 226156 members 
Mstep: Class 10 contains 18431 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 273280 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50766 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 85285 members 
Mstep: Class 17 contains 178728 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70694 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28883 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49450 members 
Mstep: Class 24 contains 71390 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93919 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010160.000000 Penalty: 124057.148438
Iteration 429Q: 36 clusters Score -1.840102e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 173914 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12574 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56750 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48759 members 
Mstep: Class 9 contains 226205 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 272947 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50771 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 85326 members 
Mstep: Class 17 contains 178780 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70686 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28905 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49481 members 
Mstep: Class 24 contains 71414 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93943 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010080.000000 Penalty: 124057.148438
Iteration 430Q: 36 clusters Score -1.840101e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 174014 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12573 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 56774 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48773 members 
Mstep: Class 9 contains 226267 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 272592 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50770 members 
Mstep: Class 15 contains 82896 members 
Mstep: Class 16 contains 85359 members 
Mstep: Class 17 contains 178836 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70672 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28939 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49496 members 
Mstep: Class 24 contains 71439 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93956 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009952.000000 Penalty: 124057.148438
Iteration 431Q: 36 clusters Score -1.8401e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 174097 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12570 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56798 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 48785 members 
Mstep: Class 9 contains 226342 members 
Mstep: Class 10 contains 18425 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 272235 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50769 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 85383 members 
Mstep: Class 17 contains 178899 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70665 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28960 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49517 members 
Mstep: Class 24 contains 71463 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 93983 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009872.000000 Penalty: 124057.148438
Iteration 432Q: 36 clusters Score -1.840099e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 174178 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12572 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56824 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 226410 members 
Mstep: Class 10 contains 18426 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 271886 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50767 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 85411 members 
Mstep: Class 17 contains 178971 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70655 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 28982 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49536 members 
Mstep: Class 24 contains 71482 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94004 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009728.000000 Penalty: 124057.148438
Iteration 433Q: 36 clusters Score -1.840097e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 174266 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12574 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56844 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48794 members 
Mstep: Class 9 contains 226507 members 
Mstep: Class 10 contains 18425 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 271514 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50771 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 85435 members 
Mstep: Class 17 contains 179044 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70640 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29014 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49540 members 
Mstep: Class 24 contains 71506 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94020 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009744.000000 Penalty: 124057.148438
Iteration 434Q: 36 clusters Score -1.840097e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 174386 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56849 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48803 members 
Mstep: Class 9 contains 226565 members 
Mstep: Class 10 contains 18428 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 271140 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50778 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 85458 members 
Mstep: Class 17 contains 179124 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70624 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29032 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49556 members 
Mstep: Class 24 contains 71546 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94027 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009600.000000 Penalty: 124057.148438
Iteration 435Q: 36 clusters Score -1.840096e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 174493 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12581 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56866 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48823 members 
Mstep: Class 9 contains 226627 members 
Mstep: Class 10 contains 18428 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 270763 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50777 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 85492 members 
Mstep: Class 17 contains 179207 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49572 members 
Mstep: Class 24 contains 71568 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94045 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009872.000000 Penalty: 124057.148438
Iteration 436Q: 36 clusters Score -1.840099e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 174579 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 56884 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48841 members 
Mstep: Class 9 contains 226700 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 270369 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50787 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85527 members 
Mstep: Class 17 contains 179279 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70587 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49585 members 
Mstep: Class 24 contains 71588 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94082 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009616.000000 Penalty: 124057.148438
Iteration 437Q: 36 clusters Score -1.840096e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 174689 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12590 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 56901 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48869 members 
Mstep: Class 9 contains 226774 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 269948 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50796 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85555 members 
Mstep: Class 17 contains 179350 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70557 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29088 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49607 members 
Mstep: Class 24 contains 71616 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94123 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009696.000000 Penalty: 124057.148438
Iteration 438Q: 36 clusters Score -1.840097e+08 nChanged 707
Entering ConstructFrom: 
Score: -184009696.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (47636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Entering Unmasked Estep 
Score: -5625195.000000 Penalty: 2671.293457
	Iteration 0F: 2 clusters Score -5625195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5592818.000000 Penalty: 5342.586914
	Iteration 0F: 3 clusters Score -5592818 nChanged 22117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5605213.000000 Penalty: 5342.586914
	Iteration 1F: 3 clusters Score -5605213 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -5605901.000000 Penalty: 5342.586914
	Iteration 2Q: 3 clusters Score -5605901 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5606682.000000 Penalty: 5342.586914
	Iteration 3Q: 3 clusters Score -5606682 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5607565.000000 Penalty: 5342.586914
	Iteration 4Q: 3 clusters Score -5607565 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -5608701.000000 Penalty: 5342.586914
	Iteration 5Q: 3 clusters Score -5608701 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5610196.500000 Penalty: 5342.586914
	Iteration 6F: 3 clusters Score -5610196 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -5612219.000000 Penalty: 5342.586914
	Iteration 7F: 3 clusters Score -5612219 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5614504.500000 Penalty: 5342.586914
	Iteration 8F: 3 clusters Score -5614504 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5616945.500000 Penalty: 5342.586914
	Iteration 9F: 3 clusters Score -5616946 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -5619032.000000 Penalty: 5342.586914
	Iteration 10F: 3 clusters Score -5619032 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5620566.000000 Penalty: 5342.586914
	Iteration 11Q: 3 clusters Score -5620566 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5621557.000000 Penalty: 5342.586914
	Iteration 12Q: 3 clusters Score -5621557 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -5622175.000000 Penalty: 5342.586914
	Iteration 13Q: 3 clusters Score -5622175 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -5622527.500000 Penalty: 5342.586914
	Iteration 14Q: 3 clusters Score -5622528 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5622718.000000 Penalty: 5342.586914
	Iteration 15Q: 3 clusters Score -5622718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -5622838.000000 Penalty: 5342.586914
	Iteration 16Q: 3 clusters Score -5622838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -5622900.000000 Penalty: 5342.586914
	Iteration 17Q: 3 clusters Score -5622900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -5622943.000000 Penalty: 5342.586914
	Iteration 18Q: 3 clusters Score -5622943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -5622979.500000 Penalty: 5342.586914
	Iteration 19Q: 3 clusters Score -5622980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -5622993.500000 Penalty: 5342.586914
	Iteration 20F: 3 clusters Score -5622994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -5623005.500000 Penalty: 5342.586914
	Iteration 21Q: 3 clusters Score -5623006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -5623020.500000 Penalty: 5342.586914
	Iteration 22Q: 3 clusters Score -5623020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -5623018.000000 Penalty: 5342.586914
	Iteration 23Q: 3 clusters Score -5623018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -5623028.500000 Penalty: 5342.586914
	Iteration 24Q: 3 clusters Score -5623028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5623027.500000 Penalty: 5342.586914
	Iteration 25Q: 3 clusters Score -5623028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -5623030.500000 Penalty: 5342.586914
	Iteration 26Q: 3 clusters Score -5623030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5623038.000000 Penalty: 5342.586914
	Iteration 27Q: 3 clusters Score -5623038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -5623046.500000 Penalty: 5342.586914
	Iteration 28Q: 3 clusters Score -5623046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5623043.500000 Penalty: 5342.586914
	Iteration 29Q: 3 clusters Score -5623044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -5623048.500000 Penalty: 5342.586914
	Iteration 30Q: 3 clusters Score -5623048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -5623056.500000 Penalty: 5342.586914
	Iteration 31Q: 3 clusters Score -5623056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5623058.500000 Penalty: 5342.586914
	Iteration 32Q: 3 clusters Score -5623058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5623062.000000 Penalty: 5342.586914
	Iteration 33Q: 3 clusters Score -5623062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5623066.000000 Penalty: 5342.586914
	Iteration 34Q: 3 clusters Score -5623066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -5623069.500000 Penalty: 5342.586914
	Iteration 35Q: 3 clusters Score -5623070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5623075.000000 Penalty: 5342.586914
	Iteration 36Q: 3 clusters Score -5623075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5623075.000000 Penalty: 5342.586914
	Iteration 37F: 3 clusters Score -5623075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174795 members 
Entering Unmasked Estep 
Score: -20465128.000000 Penalty: 2993.699463
	Iteration 0F: 2 clusters Score -2.046513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -20349782.000000 Penalty: 5987.398926
	Iteration 0F: 3 clusters Score -2.034978e+07 nChanged 83619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -20398196.000000 Penalty: 5987.398926
	Iteration 1F: 3 clusters Score -2.03982e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -20399160.000000 Penalty: 5987.398926
	Iteration 2Q: 3 clusters Score -2.039916e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -20400234.000000 Penalty: 5987.398926
	Iteration 3Q: 3 clusters Score -2.040023e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -20401886.000000 Penalty: 5987.398926
	Iteration 4Q: 3 clusters Score -2.040189e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -20404630.000000 Penalty: 5987.398926
	Iteration 5Q: 3 clusters Score -2.040463e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -20408656.000000 Penalty: 5987.398926
	Iteration 6Q: 3 clusters Score -2.040866e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -20414770.000000 Penalty: 5987.398926
	Iteration 7Q: 3 clusters Score -2.041477e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -20422512.000000 Penalty: 5987.398926
	Iteration 8F: 3 clusters Score -2.042251e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -20431318.000000 Penalty: 5987.398926
	Iteration 9F: 3 clusters Score -2.043132e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -20439376.000000 Penalty: 5987.398926
	Iteration 10F: 3 clusters Score -2.043938e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131993 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -20445290.000000 Penalty: 5987.398926
	Iteration 11F: 3 clusters Score -2.044529e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134499 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -20449016.000000 Penalty: 5987.398926
	Iteration 12Q: 3 clusters Score -2.044902e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -20451146.000000 Penalty: 5987.398926
	Iteration 13Q: 3 clusters Score -2.045115e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -20452494.000000 Penalty: 5987.398926
	Iteration 14Q: 3 clusters Score -2.045249e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -20453388.000000 Penalty: 5987.398926
	Iteration 15Q: 3 clusters Score -2.045339e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -20454236.000000 Penalty: 5987.398926
	Iteration 16Q: 3 clusters Score -2.045424e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143720 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -20454938.000000 Penalty: 5987.398926
	Iteration 17Q: 3 clusters Score -2.045494e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145373 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -20455640.000000 Penalty: 5987.398926
	Iteration 18Q: 3 clusters Score -2.045564e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -20456298.000000 Penalty: 5987.398926
	Iteration 19Q: 3 clusters Score -2.04563e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -20456834.000000 Penalty: 5987.398926
	Iteration 20F: 3 clusters Score -2.045683e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -20457404.000000 Penalty: 5987.398926
	Iteration 21Q: 3 clusters Score -2.04574e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -20457912.000000 Penalty: 5987.398926
	Iteration 22Q: 3 clusters Score -2.045791e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -20458254.000000 Penalty: 5987.398926
	Iteration 23Q: 3 clusters Score -2.045825e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154527 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -20458558.000000 Penalty: 5987.398926
	Iteration 24Q: 3 clusters Score -2.045856e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155788 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -20458910.000000 Penalty: 5987.398926
	Iteration 25Q: 3 clusters Score -2.045891e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -20459230.000000 Penalty: 5987.398926
	Iteration 26Q: 3 clusters Score -2.045923e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -20459446.000000 Penalty: 5987.398926
	Iteration 27Q: 3 clusters Score -2.045945e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159062 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -20459692.000000 Penalty: 5987.398926
	Iteration 28Q: 3 clusters Score -2.045969e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -20459918.000000 Penalty: 5987.398926
	Iteration 29Q: 3 clusters Score -2.045992e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160811 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -20460066.000000 Penalty: 5987.398926
	Iteration 30Q: 3 clusters Score -2.046007e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -20460206.000000 Penalty: 5987.398926
	Iteration 31Q: 3 clusters Score -2.046021e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162365 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -20460410.000000 Penalty: 5987.398926
	Iteration 32Q: 3 clusters Score -2.046041e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163074 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -20460576.000000 Penalty: 5987.398926
	Iteration 33Q: 3 clusters Score -2.046058e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -20460762.000000 Penalty: 5987.398926
	Iteration 34Q: 3 clusters Score -2.046076e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164399 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -20461020.000000 Penalty: 5987.398926
	Iteration 35Q: 3 clusters Score -2.046102e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -20461128.000000 Penalty: 5987.398926
	Iteration 36Q: 3 clusters Score -2.046113e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -20461192.000000 Penalty: 5987.398926
	Iteration 37Q: 3 clusters Score -2.046119e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165996 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -20461306.000000 Penalty: 5987.398926
	Iteration 38Q: 3 clusters Score -2.046131e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -20461400.000000 Penalty: 5987.398926
	Iteration 39Q: 3 clusters Score -2.04614e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -20461466.000000 Penalty: 5987.398926
	Iteration 40F: 3 clusters Score -2.046147e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -20461534.000000 Penalty: 5987.398926
	Iteration 41Q: 3 clusters Score -2.046153e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -20461650.000000 Penalty: 5987.398926
	Iteration 42Q: 3 clusters Score -2.046165e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -20461668.000000 Penalty: 5987.398926
	Iteration 43Q: 3 clusters Score -2.046167e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168132 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -20461732.000000 Penalty: 5987.398926
	Iteration 44Q: 3 clusters Score -2.046173e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -20461810.000000 Penalty: 5987.398926
	Iteration 45Q: 3 clusters Score -2.046181e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -20461838.000000 Penalty: 5987.398926
	Iteration 46Q: 3 clusters Score -2.046184e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168932 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -20461926.000000 Penalty: 5987.398926
	Iteration 47Q: 3 clusters Score -2.046193e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -20461976.000000 Penalty: 5987.398926
	Iteration 48Q: 3 clusters Score -2.046198e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -20462060.000000 Penalty: 5987.398926
	Iteration 49Q: 3 clusters Score -2.046206e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -20462144.000000 Penalty: 5987.398926
	Iteration 50Q: 3 clusters Score -2.046214e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -20462182.000000 Penalty: 5987.398926
	Iteration 51Q: 3 clusters Score -2.046218e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169830 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -20462232.000000 Penalty: 5987.398926
	Iteration 52Q: 3 clusters Score -2.046223e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -20462278.000000 Penalty: 5987.398926
	Iteration 53Q: 3 clusters Score -2.046228e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -20462320.000000 Penalty: 5987.398926
	Iteration 54Q: 3 clusters Score -2.046232e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -20462346.000000 Penalty: 5987.398926
	Iteration 55Q: 3 clusters Score -2.046235e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -20462360.000000 Penalty: 5987.398926
	Iteration 56Q: 3 clusters Score -2.046236e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -20462364.000000 Penalty: 5987.398926
	Iteration 57Q: 3 clusters Score -2.046236e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -20462386.000000 Penalty: 5987.398926
	Iteration 58Q: 3 clusters Score -2.046239e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170554 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -20462396.000000 Penalty: 5987.398926
	Iteration 59Q: 3 clusters Score -2.04624e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170628 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -20462410.000000 Penalty: 5987.398926
	Iteration 60F: 3 clusters Score -2.046241e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170694 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -20462420.000000 Penalty: 5987.398926
	Iteration 61Q: 3 clusters Score -2.046242e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -20462434.000000 Penalty: 5987.398926
	Iteration 62Q: 3 clusters Score -2.046243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -20462430.000000 Penalty: 5987.398926
	Iteration 63Q: 3 clusters Score -2.046243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -20462458.000000 Penalty: 5987.398926
	Iteration 64Q: 3 clusters Score -2.046246e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170914 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -20462472.000000 Penalty: 5987.398926
	Iteration 65Q: 3 clusters Score -2.046247e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -20462506.000000 Penalty: 5987.398926
	Iteration 66Q: 3 clusters Score -2.046251e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -20462528.000000 Penalty: 5987.398926
	Iteration 67Q: 3 clusters Score -2.046253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171074 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -20462558.000000 Penalty: 5987.398926
	Iteration 68Q: 3 clusters Score -2.046256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -20462540.000000 Penalty: 5987.398926
	Iteration 69Q: 3 clusters Score -2.046254e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -20462550.000000 Penalty: 5987.398926
	Iteration 70Q: 3 clusters Score -2.046255e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -20462580.000000 Penalty: 5987.398926
	Iteration 71Q: 3 clusters Score -2.046258e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171241 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -20462590.000000 Penalty: 5987.398926
	Iteration 72Q: 3 clusters Score -2.046259e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20462572.000000 Penalty: 5987.398926
	Iteration 73Q: 3 clusters Score -2.046257e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -20462558.000000 Penalty: 5987.398926
	Iteration 74Q: 3 clusters Score -2.046256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -20462570.000000 Penalty: 5987.398926
	Iteration 75Q: 3 clusters Score -2.046257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -20462572.000000 Penalty: 5987.398926
	Iteration 76Q: 3 clusters Score -2.046257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20462578.000000 Penalty: 5987.398926
	Iteration 77Q: 3 clusters Score -2.046258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -20462592.000000 Penalty: 5987.398926
	Iteration 78Q: 3 clusters Score -2.046259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20462602.000000 Penalty: 5987.398926
	Iteration 79Q: 3 clusters Score -2.04626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -20462606.000000 Penalty: 5987.398926
	Iteration 80F: 3 clusters Score -2.046261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171491 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -20462610.000000 Penalty: 5987.398926
	Iteration 81Q: 3 clusters Score -2.046261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20462614.000000 Penalty: 5987.398926
	Iteration 82Q: 3 clusters Score -2.046261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171533 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -20462606.000000 Penalty: 5987.398926
	Iteration 83Q: 3 clusters Score -2.046261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171557 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -20462622.000000 Penalty: 5987.398926
	Iteration 84Q: 3 clusters Score -2.046262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20462636.000000 Penalty: 5987.398926
	Iteration 85Q: 3 clusters Score -2.046264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171607 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20462632.000000 Penalty: 5987.398926
	Iteration 86Q: 3 clusters Score -2.046263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -20462630.000000 Penalty: 5987.398926
	Iteration 87Q: 3 clusters Score -2.046263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171623 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -20462624.000000 Penalty: 5987.398926
	Iteration 88Q: 3 clusters Score -2.046262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171630 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -20462642.000000 Penalty: 5987.398926
	Iteration 89Q: 3 clusters Score -2.046264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171645 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -20462632.000000 Penalty: 5987.398926
	Iteration 90Q: 3 clusters Score -2.046263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -20462634.000000 Penalty: 5987.398926
	Iteration 91Q: 3 clusters Score -2.046263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20462646.000000 Penalty: 5987.398926
	Iteration 92Q: 3 clusters Score -2.046265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -20462634.000000 Penalty: 5987.398926
	Iteration 93Q: 3 clusters Score -2.046263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -20462650.000000 Penalty: 5987.398926
	Iteration 94Q: 3 clusters Score -2.046265e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20462668.000000 Penalty: 5987.398926
	Iteration 95Q: 3 clusters Score -2.046267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -20462652.000000 Penalty: 5987.398926
	Iteration 96Q: 3 clusters Score -2.046265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20462648.000000 Penalty: 5987.398926
	Iteration 97Q: 3 clusters Score -2.046265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171716 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -20462648.000000 Penalty: 5987.398926
	Iteration 98Q: 3 clusters Score -2.046265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171723 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20462650.000000 Penalty: 5987.398926
	Iteration 99Q: 3 clusters Score -2.046265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20462668.000000 Penalty: 5987.398926
	Iteration 100F: 3 clusters Score -2.046267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -20462662.000000 Penalty: 5987.398926
	Iteration 101Q: 3 clusters Score -2.046266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -20462668.000000 Penalty: 5987.398926
	Iteration 102Q: 3 clusters Score -2.046267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -20462672.000000 Penalty: 5987.398926
	Iteration 103Q: 3 clusters Score -2.046267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171776 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -20462676.000000 Penalty: 5987.398926
	Iteration 104Q: 3 clusters Score -2.046268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -20462680.000000 Penalty: 5987.398926
	Iteration 105Q: 3 clusters Score -2.046268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171791 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -20462696.000000 Penalty: 5987.398926
	Iteration 106Q: 3 clusters Score -2.04627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -20462684.000000 Penalty: 5987.398926
	Iteration 107Q: 3 clusters Score -2.046268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171805 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -20462688.000000 Penalty: 5987.398926
	Iteration 108Q: 3 clusters Score -2.046269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171811 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -20462694.000000 Penalty: 5987.398926
	Iteration 109Q: 3 clusters Score -2.046269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5987.398926
	Iteration 110Q: 3 clusters Score -2.04627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171818 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -20462702.000000 Penalty: 5987.398926
	Iteration 111Q: 3 clusters Score -2.04627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5987.398926
	Iteration 112Q: 3 clusters Score -2.04627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171822 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -20462704.000000 Penalty: 5987.398926
	Iteration 113Q: 3 clusters Score -2.04627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5987.398926
	Iteration 114Q: 3 clusters Score -2.04627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5987.398926
	Iteration 115Q: 3 clusters Score -2.04627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171828 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -20462698.000000 Penalty: 5987.398926
	Iteration 116Q: 3 clusters Score -2.04627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -20462702.000000 Penalty: 5987.398926
	Iteration 117Q: 3 clusters Score -2.04627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171831 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5987.398926
	Iteration 118Q: 3 clusters Score -2.04627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171831 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5987.398926
	Iteration 119F: 3 clusters Score -2.04627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -209225.906250 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -209225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206677.937500 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -206677.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -207194.953125 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -207195 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -207448.796875 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -207448.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -207848.390625 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -207848.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -208268.890625 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -208268.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -208513.343750 Penalty: 3745.127930
	Iteration 5F: 3 clusters Score -208513.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -208672.453125 Penalty: 3745.127930
	Iteration 6F: 3 clusters Score -208672.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -208774.828125 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -208774.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -208845.281250 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -208845.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -208896.078125 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -208896.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -208937.375000 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -208937.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -208962.843750 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -208962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -208976.390625 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -208976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -208985.937500 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -208985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -208999.906250 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -208999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -209004.640625 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -209004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -209006.968750 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -209007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -209009.250000 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -209009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -209009.250000 Penalty: 3745.127930
	Iteration 18F: 3 clusters Score -209009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Entering Unmasked Estep 
Score: -1377960.250000 Penalty: 2341.302979
	Iteration 0F: 2 clusters Score -1377960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1368610.250000 Penalty: 4682.605957
	Iteration 0F: 3 clusters Score -1368610 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1371384.000000 Penalty: 4682.605957
	Iteration 1F: 3 clusters Score -1371384 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1371778.000000 Penalty: 4682.605957
	Iteration 2F: 3 clusters Score -1371778 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1372219.000000 Penalty: 4682.605957
	Iteration 3F: 3 clusters Score -1372219 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1372673.500000 Penalty: 4682.605957
	Iteration 4F: 3 clusters Score -1372674 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1373127.500000 Penalty: 4682.605957
	Iteration 5F: 3 clusters Score -1373128 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1373540.500000 Penalty: 4682.605957
	Iteration 6F: 3 clusters Score -1373540 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1373937.125000 Penalty: 4682.605957
	Iteration 7F: 3 clusters Score -1373937 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1374340.250000 Penalty: 4682.605957
	Iteration 8Q: 3 clusters Score -1374340 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1374725.250000 Penalty: 4682.605957
	Iteration 9Q: 3 clusters Score -1374725 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1375077.000000 Penalty: 4682.605957
	Iteration 10Q: 3 clusters Score -1375077 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1375395.875000 Penalty: 4682.605957
	Iteration 11Q: 3 clusters Score -1375396 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1375628.500000 Penalty: 4682.605957
	Iteration 12Q: 3 clusters Score -1375628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1375776.000000 Penalty: 4682.605957
	Iteration 13Q: 3 clusters Score -1375776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1375885.375000 Penalty: 4682.605957
	Iteration 14Q: 3 clusters Score -1375885 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1375992.625000 Penalty: 4682.605957
	Iteration 15Q: 3 clusters Score -1375993 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1376096.500000 Penalty: 4682.605957
	Iteration 16Q: 3 clusters Score -1376096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1376176.625000 Penalty: 4682.605957
	Iteration 17Q: 3 clusters Score -1376177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1376247.375000 Penalty: 4682.605957
	Iteration 18Q: 3 clusters Score -1376247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1376300.000000 Penalty: 4682.605957
	Iteration 19Q: 3 clusters Score -1376300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1376340.000000 Penalty: 4682.605957
	Iteration 20F: 3 clusters Score -1376340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1376371.625000 Penalty: 4682.605957
	Iteration 21Q: 3 clusters Score -1376372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1376389.750000 Penalty: 4682.605957
	Iteration 22Q: 3 clusters Score -1376390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1376405.125000 Penalty: 4682.605957
	Iteration 23Q: 3 clusters Score -1376405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1376410.375000 Penalty: 4682.605957
	Iteration 24Q: 3 clusters Score -1376410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1376423.125000 Penalty: 4682.605957
	Iteration 25Q: 3 clusters Score -1376423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1376424.375000 Penalty: 4682.605957
	Iteration 26Q: 3 clusters Score -1376424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1376429.000000 Penalty: 4682.605957
	Iteration 27Q: 3 clusters Score -1376429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1376432.125000 Penalty: 4682.605957
	Iteration 28Q: 3 clusters Score -1376432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1376439.875000 Penalty: 4682.605957
	Iteration 29Q: 3 clusters Score -1376440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1376445.500000 Penalty: 4682.605957
	Iteration 30Q: 3 clusters Score -1376446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1376447.375000 Penalty: 4682.605957
	Iteration 31Q: 3 clusters Score -1376447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1376448.750000 Penalty: 4682.605957
	Iteration 32Q: 3 clusters Score -1376449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1376451.500000 Penalty: 4682.605957
	Iteration 33Q: 3 clusters Score -1376452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1376455.375000 Penalty: 4682.605957
	Iteration 34Q: 3 clusters Score -1376455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1376458.125000 Penalty: 4682.605957
	Iteration 35Q: 3 clusters Score -1376458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1376460.500000 Penalty: 4682.605957
	Iteration 36Q: 3 clusters Score -1376460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1376462.125000 Penalty: 4682.605957
	Iteration 37Q: 3 clusters Score -1376462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1376465.250000 Penalty: 4682.605957
	Iteration 38Q: 3 clusters Score -1376465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1376467.125000 Penalty: 4682.605957
	Iteration 39Q: 3 clusters Score -1376467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1376466.875000 Penalty: 4682.605957
	Iteration 40F: 3 clusters Score -1376467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1376469.000000 Penalty: 4682.605957
	Iteration 41Q: 3 clusters Score -1376469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1376468.750000 Penalty: 4682.605957
	Iteration 42Q: 3 clusters Score -1376469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1376470.250000 Penalty: 4682.605957
	Iteration 43Q: 3 clusters Score -1376470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1376471.375000 Penalty: 4682.605957
	Iteration 44Q: 3 clusters Score -1376471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1376470.375000 Penalty: 4682.605957
	Iteration 45Q: 3 clusters Score -1376470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1376471.625000 Penalty: 4682.605957
	Iteration 46Q: 3 clusters Score -1376472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1376471.750000 Penalty: 4682.605957
	Iteration 47Q: 3 clusters Score -1376472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1376472.250000 Penalty: 4682.605957
	Iteration 48Q: 3 clusters Score -1376472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1376471.875000 Penalty: 4682.605957
	Iteration 49Q: 3 clusters Score -1376472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1376473.750000 Penalty: 4682.605957
	Iteration 50Q: 3 clusters Score -1376474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1376472.625000 Penalty: 4682.605957
	Iteration 51Q: 3 clusters Score -1376473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1376472.625000 Penalty: 4682.605957
	Iteration 52F: 3 clusters Score -1376473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Entering Unmasked Estep 
Score: -936901.000000 Penalty: 2237.775391
	Iteration 0F: 2 clusters Score -936901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -930292.562500 Penalty: 4475.550781
	Iteration 0F: 3 clusters Score -930292.6 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -932091.500000 Penalty: 4475.550781
	Iteration 1F: 3 clusters Score -932091.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -932315.375000 Penalty: 4475.550781
	Iteration 2F: 3 clusters Score -932315.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -932473.875000 Penalty: 4475.550781
	Iteration 3Q: 3 clusters Score -932473.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -932592.125000 Penalty: 4475.550781
	Iteration 4Q: 3 clusters Score -932592.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -932714.562500 Penalty: 4475.550781
	Iteration 5Q: 3 clusters Score -932714.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -932819.687500 Penalty: 4475.550781
	Iteration 6Q: 3 clusters Score -932819.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -932917.812500 Penalty: 4475.550781
	Iteration 7Q: 3 clusters Score -932917.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -933027.437500 Penalty: 4475.550781
	Iteration 8Q: 3 clusters Score -933027.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -933150.187500 Penalty: 4475.550781
	Iteration 9Q: 3 clusters Score -933150.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -933264.500000 Penalty: 4475.550781
	Iteration 10Q: 3 clusters Score -933264.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -933400.812500 Penalty: 4475.550781
	Iteration 11Q: 3 clusters Score -933400.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -933550.875000 Penalty: 4475.550781
	Iteration 12Q: 3 clusters Score -933550.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -933733.125000 Penalty: 4475.550781
	Iteration 13Q: 3 clusters Score -933733.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -933954.125000 Penalty: 4475.550781
	Iteration 14Q: 3 clusters Score -933954.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -934191.375000 Penalty: 4475.550781
	Iteration 15Q: 3 clusters Score -934191.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -934396.312500 Penalty: 4475.550781
	Iteration 16Q: 3 clusters Score -934396.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -934556.312500 Penalty: 4475.550781
	Iteration 17Q: 3 clusters Score -934556.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -934681.125000 Penalty: 4475.550781
	Iteration 18Q: 3 clusters Score -934681.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -934765.750000 Penalty: 4475.550781
	Iteration 19Q: 3 clusters Score -934765.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -934830.312500 Penalty: 4475.550781
	Iteration 20F: 3 clusters Score -934830.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -934873.062500 Penalty: 4475.550781
	Iteration 21Q: 3 clusters Score -934873.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -934909.875000 Penalty: 4475.550781
	Iteration 22Q: 3 clusters Score -934909.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -934933.062500 Penalty: 4475.550781
	Iteration 23Q: 3 clusters Score -934933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -934948.187500 Penalty: 4475.550781
	Iteration 24Q: 3 clusters Score -934948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -934957.562500 Penalty: 4475.550781
	Iteration 25Q: 3 clusters Score -934957.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -934965.750000 Penalty: 4475.550781
	Iteration 26Q: 3 clusters Score -934965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -934971.125000 Penalty: 4475.550781
	Iteration 27Q: 3 clusters Score -934971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -934975.437500 Penalty: 4475.550781
	Iteration 28Q: 3 clusters Score -934975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -934980.062500 Penalty: 4475.550781
	Iteration 29Q: 3 clusters Score -934980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -934983.062500 Penalty: 4475.550781
	Iteration 30Q: 3 clusters Score -934983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -934982.687500 Penalty: 4475.550781
	Iteration 31Q: 3 clusters Score -934982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -934983.187500 Penalty: 4475.550781
	Iteration 32Q: 3 clusters Score -934983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -934984.062500 Penalty: 4475.550781
	Iteration 33Q: 3 clusters Score -934984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -934984.062500 Penalty: 4475.550781
	Iteration 34F: 3 clusters Score -934984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Entering Unmasked Estep 
Score: -6766834.000000 Penalty: 2715.503906
	Iteration 0F: 2 clusters Score -6766834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -6728441.500000 Penalty: 5431.007812
	Iteration 0F: 3 clusters Score -6728442 nChanged 26372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -6743337.500000 Penalty: 5431.007812
	Iteration 1F: 3 clusters Score -6743338 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -6744152.000000 Penalty: 5431.007812
	Iteration 2Q: 3 clusters Score -6744152 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -6744955.500000 Penalty: 5431.007812
	Iteration 3Q: 3 clusters Score -6744956 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -6746032.000000 Penalty: 5431.007812
	Iteration 4Q: 3 clusters Score -6746032 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -6747575.000000 Penalty: 5431.007812
	Iteration 5F: 3 clusters Score -6747575 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6749941.000000 Penalty: 5431.007812
	Iteration 6F: 3 clusters Score -6749941 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -6753246.500000 Penalty: 5431.007812
	Iteration 7F: 3 clusters Score -6753246 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6756591 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6758942 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6760042 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6760634 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6761083 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -6761400.500000 Penalty: 5431.007812
	Iteration 13Q: 3 clusters Score -6761400 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -6761644.500000 Penalty: 5431.007812
	Iteration 14Q: 3 clusters Score -6761644 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6761917.000000 Penalty: 5431.007812
	Iteration 15Q: 3 clusters Score -6761917 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6762203.500000 Penalty: 5431.007812
	Iteration 16Q: 3 clusters Score -6762204 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -6762452.000000 Penalty: 5431.007812
	Iteration 17Q: 3 clusters Score -6762452 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -6762687.000000 Penalty: 5431.007812
	Iteration 18Q: 3 clusters Score -6762687 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6762921.000000 Penalty: 5431.007812
	Iteration 19Q: 3 clusters Score -6762921 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6763101.500000 Penalty: 5431.007812
	Iteration 20F: 3 clusters Score -6763102 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -6763255.000000 Penalty: 5431.007812
	Iteration 21Q: 3 clusters Score -6763255 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -6763430.500000 Penalty: 5431.007812
	Iteration 22Q: 3 clusters Score -6763430 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6763574.000000 Penalty: 5431.007812
	Iteration 23Q: 3 clusters Score -6763574 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -6763678.500000 Penalty: 5431.007812
	Iteration 24Q: 3 clusters Score -6763678 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6763810.000000 Penalty: 5431.007812
	Iteration 25Q: 3 clusters Score -6763810 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -6763903.500000 Penalty: 5431.007812
	Iteration 26Q: 3 clusters Score -6763904 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6763992.500000 Penalty: 5431.007812
	Iteration 27Q: 3 clusters Score -6763992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -6764098.500000 Penalty: 5431.007812
	Iteration 28Q: 3 clusters Score -6764098 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -6764162.000000 Penalty: 5431.007812
	Iteration 29Q: 3 clusters Score -6764162 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -6764253.500000 Penalty: 5431.007812
	Iteration 30Q: 3 clusters Score -6764254 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6764305.000000 Penalty: 5431.007812
	Iteration 31Q: 3 clusters Score -6764305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -6764311.500000 Penalty: 5431.007812
	Iteration 32Q: 3 clusters Score -6764312 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -6764362.000000 Penalty: 5431.007812
	Iteration 33Q: 3 clusters Score -6764362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -6764409.000000 Penalty: 5431.007812
	Iteration 34Q: 3 clusters Score -6764409 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -6764439.500000 Penalty: 5431.007812
	Iteration 35Q: 3 clusters Score -6764440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -6764458.000000 Penalty: 5431.007812
	Iteration 36Q: 3 clusters Score -6764458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -6764472.500000 Penalty: 5431.007812
	Iteration 37Q: 3 clusters Score -6764472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -6764497.500000 Penalty: 5431.007812
	Iteration 38Q: 3 clusters Score -6764498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6764546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -6764584.000000 Penalty: 5431.007812
	Iteration 40F: 3 clusters Score -6764584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6764589.500000 Penalty: 5431.007812
	Iteration 41Q: 3 clusters Score -6764590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -6764601.000000 Penalty: 5431.007812
	Iteration 42Q: 3 clusters Score -6764601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6764618.000000 Penalty: 5431.007812
	Iteration 43Q: 3 clusters Score -6764618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -6764640.500000 Penalty: 5431.007812
	Iteration 44Q: 3 clusters Score -6764640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -6764639.500000 Penalty: 5431.007812
	Iteration 45Q: 3 clusters Score -6764640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -6764658.500000 Penalty: 5431.007812
	Iteration 46Q: 3 clusters Score -6764658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -6764658.500000 Penalty: 5431.007812
	Iteration 47Q: 3 clusters Score -6764658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -6764656.000000 Penalty: 5431.007812
	Iteration 48Q: 3 clusters Score -6764656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -6764653.000000 Penalty: 5431.007812
	Iteration 49Q: 3 clusters Score -6764653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -6764664.000000 Penalty: 5431.007812
	Iteration 50Q: 3 clusters Score -6764664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6764666.500000 Penalty: 5431.007812
	Iteration 51Q: 3 clusters Score -6764666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -6764669.000000 Penalty: 5431.007812
	Iteration 52Q: 3 clusters Score -6764669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -6764689.000000 Penalty: 5431.007812
	Iteration 53Q: 3 clusters Score -6764689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -6764690.500000 Penalty: 5431.007812
	Iteration 54Q: 3 clusters Score -6764690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -6764688.500000 Penalty: 5431.007812
	Iteration 55Q: 3 clusters Score -6764688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -6764686.000000 Penalty: 5431.007812
	Iteration 56Q: 3 clusters Score -6764686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -6764688.500000 Penalty: 5431.007812
	Iteration 57Q: 3 clusters Score -6764688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -6764689.000000 Penalty: 5431.007812
	Iteration 58Q: 3 clusters Score -6764689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -6764699.000000 Penalty: 5431.007812
	Iteration 59Q: 3 clusters Score -6764699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -6764702.000000 Penalty: 5431.007812
	Iteration 60F: 3 clusters Score -6764702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -6764704.500000 Penalty: 5431.007812
	Iteration 61Q: 3 clusters Score -6764704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -6764705.000000 Penalty: 5431.007812
	Iteration 62Q: 3 clusters Score -6764705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -6764698.000000 Penalty: 5431.007812
	Iteration 63Q: 3 clusters Score -6764698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -6764686.000000 Penalty: 5431.007812
	Iteration 64Q: 3 clusters Score -6764686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -6764687.000000 Penalty: 5431.007812
	Iteration 65Q: 3 clusters Score -6764687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -6764686.000000 Penalty: 5431.007812
	Iteration 66Q: 3 clusters Score -6764686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -6764694.000000 Penalty: 5431.007812
	Iteration 67Q: 3 clusters Score -6764694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -6764700.000000 Penalty: 5431.007812
	Iteration 68Q: 3 clusters Score -6764700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -6764695.500000 Penalty: 5431.007812
	Iteration 69Q: 3 clusters Score -6764696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -6764703.500000 Penalty: 5431.007812
	Iteration 70Q: 3 clusters Score -6764704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -6764712.500000 Penalty: 5431.007812
	Iteration 71Q: 3 clusters Score -6764712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -6764715.500000 Penalty: 5431.007812
	Iteration 72Q: 3 clusters Score -6764716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -6764720.000000 Penalty: 5431.007812
	Iteration 73Q: 3 clusters Score -6764720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -6764723.500000 Penalty: 5431.007812
	Iteration 74Q: 3 clusters Score -6764724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -6764718.500000 Penalty: 5431.007812
	Iteration 75Q: 3 clusters Score -6764718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -6764726.500000 Penalty: 5431.007812
	Iteration 76Q: 3 clusters Score -6764726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -6764725.000000 Penalty: 5431.007812
	Iteration 77Q: 3 clusters Score -6764725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6764716.500000 Penalty: 5431.007812
	Iteration 78Q: 3 clusters Score -6764716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -6764717.500000 Penalty: 5431.007812
	Iteration 79Q: 3 clusters Score -6764718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -6764721.500000 Penalty: 5431.007812
	Iteration 80F: 3 clusters Score -6764722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -6764726.500000 Penalty: 5431.007812
	Iteration 81Q: 3 clusters Score -6764726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -6764726.500000 Penalty: 5431.007812
	Iteration 82Q: 3 clusters Score -6764726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -6764723.000000 Penalty: 5431.007812
	Iteration 83Q: 3 clusters Score -6764723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -6764727.500000 Penalty: 5431.007812
	Iteration 84Q: 3 clusters Score -6764728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -6764726.000000 Penalty: 5431.007812
	Iteration 85Q: 3 clusters Score -6764726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -6764733.000000 Penalty: 5431.007812
	Iteration 86Q: 3 clusters Score -6764733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -6764731.000000 Penalty: 5431.007812
	Iteration 87Q: 3 clusters Score -6764731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -6764730.500000 Penalty: 5431.007812
	Iteration 88Q: 3 clusters Score -6764730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -6764724.500000 Penalty: 5431.007812
	Iteration 89Q: 3 clusters Score -6764724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -6764726.000000 Penalty: 5431.007812
	Iteration 90Q: 3 clusters Score -6764726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -6764726.000000 Penalty: 5431.007812
	Iteration 91F: 3 clusters Score -6764726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -942202.625000 Penalty: 2235.311035
	Iteration 0F: 2 clusters Score -942202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -935668.937500 Penalty: 4470.622070
	Iteration 0F: 3 clusters Score -935668.9 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -937471.875000 Penalty: 4470.622070
	Iteration 1F: 3 clusters Score -937471.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -937787.750000 Penalty: 4470.622070
	Iteration 2F: 3 clusters Score -937787.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -938003.187500 Penalty: 4470.622070
	Iteration 3F: 3 clusters Score -938003.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -938157.250000 Penalty: 4470.622070
	Iteration 4Q: 3 clusters Score -938157.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -938335.812500 Penalty: 4470.622070
	Iteration 5Q: 3 clusters Score -938335.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -938524.062500 Penalty: 4470.622070
	Iteration 6Q: 3 clusters Score -938524.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -938698.812500 Penalty: 4470.622070
	Iteration 7Q: 3 clusters Score -938698.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -938857.000000 Penalty: 4470.622070
	Iteration 8Q: 3 clusters Score -938857 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -938984.375000 Penalty: 4470.622070
	Iteration 9Q: 3 clusters Score -938984.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -939099.375000 Penalty: 4470.622070
	Iteration 10Q: 3 clusters Score -939099.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -939239.625000 Penalty: 4470.622070
	Iteration 11Q: 3 clusters Score -939239.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -939370.812500 Penalty: 4470.622070
	Iteration 12Q: 3 clusters Score -939370.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -939489.125000 Penalty: 4470.622070
	Iteration 13Q: 3 clusters Score -939489.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -939579.625000 Penalty: 4470.622070
	Iteration 14Q: 3 clusters Score -939579.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -939654.625000 Penalty: 4470.622070
	Iteration 15Q: 3 clusters Score -939654.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -939730.687500 Penalty: 4470.622070
	Iteration 16Q: 3 clusters Score -939730.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -939792.375000 Penalty: 4470.622070
	Iteration 17Q: 3 clusters Score -939792.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -939861.937500 Penalty: 4470.622070
	Iteration 18Q: 3 clusters Score -939861.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -939912.562500 Penalty: 4470.622070
	Iteration 19Q: 3 clusters Score -939912.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -939961.937500 Penalty: 4470.622070
	Iteration 20F: 3 clusters Score -939961.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -940009.000000 Penalty: 4470.622070
	Iteration 21Q: 3 clusters Score -940009 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -940059.750000 Penalty: 4470.622070
	Iteration 22Q: 3 clusters Score -940059.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -940099.937500 Penalty: 4470.622070
	Iteration 23Q: 3 clusters Score -940099.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -940138.187500 Penalty: 4470.622070
	Iteration 24Q: 3 clusters Score -940138.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -940165.500000 Penalty: 4470.622070
	Iteration 25Q: 3 clusters Score -940165.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -940190.187500 Penalty: 4470.622070
	Iteration 26Q: 3 clusters Score -940190.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -940207.000000 Penalty: 4470.622070
	Iteration 27Q: 3 clusters Score -940207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -940222.312500 Penalty: 4470.622070
	Iteration 28Q: 3 clusters Score -940222.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -940233.562500 Penalty: 4470.622070
	Iteration 29Q: 3 clusters Score -940233.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -940243.875000 Penalty: 4470.622070
	Iteration 30Q: 3 clusters Score -940243.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -940255.437500 Penalty: 4470.622070
	Iteration 31Q: 3 clusters Score -940255.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -940264.875000 Penalty: 4470.622070
	Iteration 32Q: 3 clusters Score -940264.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -940272.875000 Penalty: 4470.622070
	Iteration 33Q: 3 clusters Score -940272.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -940279.937500 Penalty: 4470.622070
	Iteration 34Q: 3 clusters Score -940279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -940281.562500 Penalty: 4470.622070
	Iteration 35Q: 3 clusters Score -940281.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -940289.125000 Penalty: 4470.622070
	Iteration 36Q: 3 clusters Score -940289.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -940291.125000 Penalty: 4470.622070
	Iteration 37Q: 3 clusters Score -940291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -940297.500000 Penalty: 4470.622070
	Iteration 38Q: 3 clusters Score -940297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -940302.625000 Penalty: 4470.622070
	Iteration 39Q: 3 clusters Score -940302.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -940304.250000 Penalty: 4470.622070
	Iteration 40F: 3 clusters Score -940304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -940311.250000 Penalty: 4470.622070
	Iteration 41Q: 3 clusters Score -940311.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -940317.937500 Penalty: 4470.622070
	Iteration 42Q: 3 clusters Score -940317.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -940324.562500 Penalty: 4470.622070
	Iteration 43Q: 3 clusters Score -940324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -940330.000000 Penalty: 4470.622070
	Iteration 44Q: 3 clusters Score -940330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -940335.812500 Penalty: 4470.622070
	Iteration 45Q: 3 clusters Score -940335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -940337.437500 Penalty: 4470.622070
	Iteration 46Q: 3 clusters Score -940337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -940339.312500 Penalty: 4470.622070
	Iteration 47Q: 3 clusters Score -940339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -940341.000000 Penalty: 4470.622070
	Iteration 48Q: 3 clusters Score -940341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -940340.812500 Penalty: 4470.622070
	Iteration 49Q: 3 clusters Score -940340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -940340.812500 Penalty: 4470.622070
	Iteration 50F: 3 clusters Score -940340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Entering Unmasked Estep 
Score: -5822654.500000 Penalty: 2677.782959
	Iteration 0F: 2 clusters Score -5822654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -5789883.000000 Penalty: 5355.565918
	Iteration 0F: 3 clusters Score -5789883 nChanged 22479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5802542.000000 Penalty: 5355.565918
	Iteration 1F: 3 clusters Score -5802542 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5803559.500000 Penalty: 5355.565918
	Iteration 2Q: 3 clusters Score -5803560 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -5804982.000000 Penalty: 5355.565918
	Iteration 3F: 3 clusters Score -5804982 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -5807157.000000 Penalty: 5355.565918
	Iteration 4F: 3 clusters Score -5807157 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -5810195.000000 Penalty: 5355.565918
	Iteration 5F: 3 clusters Score -5810195 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -5813682.000000 Penalty: 5355.565918
	Iteration 6F: 3 clusters Score -5813682 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5816699.000000 Penalty: 5355.565918
	Iteration 7F: 3 clusters Score -5816699 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5818466.000000 Penalty: 5355.565918
	Iteration 8Q: 3 clusters Score -5818466 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5819338.000000 Penalty: 5355.565918
	Iteration 9Q: 3 clusters Score -5819338 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5819711.500000 Penalty: 5355.565918
	Iteration 10Q: 3 clusters Score -5819712 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -5819911.500000 Penalty: 5355.565918
	Iteration 11Q: 3 clusters Score -5819912 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5820040.500000 Penalty: 5355.565918
	Iteration 12Q: 3 clusters Score -5820040 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5820129.500000 Penalty: 5355.565918
	Iteration 13Q: 3 clusters Score -5820130 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5820165.000000 Penalty: 5355.565918
	Iteration 14Q: 3 clusters Score -5820165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -5820231.500000 Penalty: 5355.565918
	Iteration 15Q: 3 clusters Score -5820232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -5820250.500000 Penalty: 5355.565918
	Iteration 16Q: 3 clusters Score -5820250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -5820303.000000 Penalty: 5355.565918
	Iteration 17Q: 3 clusters Score -5820303 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -5820323.000000 Penalty: 5355.565918
	Iteration 18Q: 3 clusters Score -5820323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5820352.500000 Penalty: 5355.565918
	Iteration 19Q: 3 clusters Score -5820352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -5820369.000000 Penalty: 5355.565918
	Iteration 20F: 3 clusters Score -5820369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5820379.000000 Penalty: 5355.565918
	Iteration 21Q: 3 clusters Score -5820379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -5820401.500000 Penalty: 5355.565918
	Iteration 22Q: 3 clusters Score -5820402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -5820392.500000 Penalty: 5355.565918
	Iteration 23Q: 3 clusters Score -5820392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -5820419.500000 Penalty: 5355.565918
	Iteration 24Q: 3 clusters Score -5820420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -5820441.000000 Penalty: 5355.565918
	Iteration 25Q: 3 clusters Score -5820441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -5820448.000000 Penalty: 5355.565918
	Iteration 26Q: 3 clusters Score -5820448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -5820471.500000 Penalty: 5355.565918
	Iteration 27Q: 3 clusters Score -5820472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -5820488.000000 Penalty: 5355.565918
	Iteration 28Q: 3 clusters Score -5820488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5820502.500000 Penalty: 5355.565918
	Iteration 29Q: 3 clusters Score -5820502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5820498.500000 Penalty: 5355.565918
	Iteration 30Q: 3 clusters Score -5820498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5820512.000000 Penalty: 5355.565918
	Iteration 31Q: 3 clusters Score -5820512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5820534.500000 Penalty: 5355.565918
	Iteration 32Q: 3 clusters Score -5820534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5820557.500000 Penalty: 5355.565918
	Iteration 33Q: 3 clusters Score -5820558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -5820569.500000 Penalty: 5355.565918
	Iteration 34Q: 3 clusters Score -5820570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -5820583.500000 Penalty: 5355.565918
	Iteration 35Q: 3 clusters Score -5820584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -5820590.500000 Penalty: 5355.565918
	Iteration 36Q: 3 clusters Score -5820590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -5820610.500000 Penalty: 5355.565918
	Iteration 37Q: 3 clusters Score -5820610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -5820601.000000 Penalty: 5355.565918
	Iteration 38Q: 3 clusters Score -5820601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -5820591.000000 Penalty: 5355.565918
	Iteration 39Q: 3 clusters Score -5820591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5820602.500000 Penalty: 5355.565918
	Iteration 40F: 3 clusters Score -5820602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -5820608.000000 Penalty: 5355.565918
	Iteration 41Q: 3 clusters Score -5820608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -5820626.000000 Penalty: 5355.565918
	Iteration 42Q: 3 clusters Score -5820626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5820635.000000 Penalty: 5355.565918
	Iteration 43Q: 3 clusters Score -5820635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5820648.500000 Penalty: 5355.565918
	Iteration 44Q: 3 clusters Score -5820648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5820661.500000 Penalty: 5355.565918
	Iteration 45Q: 3 clusters Score -5820662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -5820660.500000 Penalty: 5355.565918
	Iteration 46Q: 3 clusters Score -5820660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5820679.000000 Penalty: 5355.565918
	Iteration 47Q: 3 clusters Score -5820679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5820702.000000 Penalty: 5355.565918
	Iteration 48Q: 3 clusters Score -5820702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -5820708.500000 Penalty: 5355.565918
	Iteration 49Q: 3 clusters Score -5820708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -5820706.500000 Penalty: 5355.565918
	Iteration 50Q: 3 clusters Score -5820706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5820710.000000 Penalty: 5355.565918
	Iteration 51Q: 3 clusters Score -5820710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -5820713.500000 Penalty: 5355.565918
	Iteration 52Q: 3 clusters Score -5820714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -5820711.000000 Penalty: 5355.565918
	Iteration 53Q: 3 clusters Score -5820711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5820702.000000 Penalty: 5355.565918
	Iteration 54Q: 3 clusters Score -5820702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5820705.500000 Penalty: 5355.565918
	Iteration 55Q: 3 clusters Score -5820706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -5820708.500000 Penalty: 5355.565918
	Iteration 56Q: 3 clusters Score -5820708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5820715.500000 Penalty: 5355.565918
	Iteration 57Q: 3 clusters Score -5820716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -5820707.500000 Penalty: 5355.565918
	Iteration 58Q: 3 clusters Score -5820708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -5820705.500000 Penalty: 5355.565918
	Iteration 59Q: 3 clusters Score -5820706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -5820710.500000 Penalty: 5355.565918
	Iteration 60F: 3 clusters Score -5820710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5820700.500000 Penalty: 5355.565918
	Iteration 61Q: 3 clusters Score -5820700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -5820703.500000 Penalty: 5355.565918
	Iteration 62Q: 3 clusters Score -5820704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -5820701.500000 Penalty: 5355.565918
	Iteration 63Q: 3 clusters Score -5820702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -5820709.000000 Penalty: 5355.565918
	Iteration 64Q: 3 clusters Score -5820709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -5820705.500000 Penalty: 5355.565918
	Iteration 65Q: 3 clusters Score -5820706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -5820705.000000 Penalty: 5355.565918
	Iteration 66Q: 3 clusters Score -5820705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -5820716.500000 Penalty: 5355.565918
	Iteration 67Q: 3 clusters Score -5820716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5820720.000000 Penalty: 5355.565918
	Iteration 68Q: 3 clusters Score -5820720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -5820720.000000 Penalty: 5355.565918
	Iteration 69Q: 3 clusters Score -5820720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -5820728.500000 Penalty: 5355.565918
	Iteration 70Q: 3 clusters Score -5820728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -5820723.500000 Penalty: 5355.565918
	Iteration 71Q: 3 clusters Score -5820724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5820733.500000 Penalty: 5355.565918
	Iteration 72Q: 3 clusters Score -5820734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -5820735.500000 Penalty: 5355.565918
	Iteration 73Q: 3 clusters Score -5820736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5820735.500000 Penalty: 5355.565918
	Iteration 74Q: 3 clusters Score -5820736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -5820742.500000 Penalty: 5355.565918
	Iteration 75Q: 3 clusters Score -5820742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -5820742.500000 Penalty: 5355.565918
	Iteration 76F: 3 clusters Score -5820742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (226847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226847 members 
Entering Unmasked Estep 
Score: -26664900.000000 Penalty: 3058.343750
	Iteration 0F: 2 clusters Score -2.66649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -26519440.000000 Penalty: 6116.687500
	Iteration 0F: 3 clusters Score -2.651944e+07 nChanged 109288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -26583526.000000 Penalty: 6116.687500
	Iteration 1F: 3 clusters Score -2.658353e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -26586090.000000 Penalty: 6116.687500
	Iteration 2Q: 3 clusters Score -2.658609e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138264 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -26590670.000000 Penalty: 6116.687500
	Iteration 3Q: 3 clusters Score -2.659067e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -26599012.000000 Penalty: 6116.687500
	Iteration 4F: 3 clusters Score -2.659901e+07 nChanged 18962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170811 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -26612994.000000 Penalty: 6116.687500
	Iteration 5F: 3 clusters Score -2.661299e+07 nChanged 21056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191781 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -26631182.000000 Penalty: 6116.687500
	Iteration 6F: 3 clusters Score -2.663118e+07 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209822 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -26647556.000000 Penalty: 6116.687500
	Iteration 7F: 3 clusters Score -2.664756e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220421 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -26657002.000000 Penalty: 6116.687500
	Iteration 8Q: 3 clusters Score -2.6657e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224619 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -26660574.000000 Penalty: 6116.687500
	Iteration 9Q: 3 clusters Score -2.666057e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225882 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -26661652.000000 Penalty: 6116.687500
	Iteration 10Q: 3 clusters Score -2.666165e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226227 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -26661958.000000 Penalty: 6116.687500
	Iteration 11Q: 3 clusters Score -2.666196e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226345 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -26662072.000000 Penalty: 6116.687500
	Iteration 12Q: 3 clusters Score -2.666207e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -26662182.000000 Penalty: 6116.687500
	Iteration 13Q: 3 clusters Score -2.666218e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226424 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26662224.000000 Penalty: 6116.687500
	Iteration 14Q: 3 clusters Score -2.666222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26662276.000000 Penalty: 6116.687500
	Iteration 15Q: 3 clusters Score -2.666228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226426 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26662280.000000 Penalty: 6116.687500
	Iteration 16Q: 3 clusters Score -2.666228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226429 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -26662298.000000 Penalty: 6116.687500
	Iteration 17Q: 3 clusters Score -2.66623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -26662310.000000 Penalty: 6116.687500
	Iteration 18Q: 3 clusters Score -2.666231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26662298.000000 Penalty: 6116.687500
	Iteration 19Q: 3 clusters Score -2.66623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26662300.000000 Penalty: 6116.687500
	Iteration 20F: 3 clusters Score -2.66623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26662304.000000 Penalty: 6116.687500
	Iteration 21Q: 3 clusters Score -2.66623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26662304.000000 Penalty: 6116.687500
	Iteration 22Q: 3 clusters Score -2.66623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26662312.000000 Penalty: 6116.687500
	Iteration 23Q: 3 clusters Score -2.666231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226435 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26662298.000000 Penalty: 6116.687500
	Iteration 24Q: 3 clusters Score -2.66623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26662330.000000 Penalty: 6116.687500
	Iteration 25Q: 3 clusters Score -2.666233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26662334.000000 Penalty: 6116.687500
	Iteration 26Q: 3 clusters Score -2.666233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226439 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26662322.000000 Penalty: 6116.687500
	Iteration 27Q: 3 clusters Score -2.666232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26662326.000000 Penalty: 6116.687500
	Iteration 28Q: 3 clusters Score -2.666233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226438 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -26662340.000000 Penalty: 6116.687500
	Iteration 29Q: 3 clusters Score -2.666234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226436 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26662326.000000 Penalty: 6116.687500
	Iteration 30Q: 3 clusters Score -2.666233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26662338.000000 Penalty: 6116.687500
	Iteration 31Q: 3 clusters Score -2.666234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26662320.000000 Penalty: 6116.687500
	Iteration 32Q: 3 clusters Score -2.666232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26662326.000000 Penalty: 6116.687500
	Iteration 33Q: 3 clusters Score -2.666233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26662326.000000 Penalty: 6116.687500
	Iteration 34F: 3 clusters Score -2.666233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Entering Unmasked Estep 
Score: -2139551.250000 Penalty: 2435.763428
	Iteration 0F: 2 clusters Score -2139551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2126350.500000 Penalty: 4871.526855
	Iteration 0F: 3 clusters Score -2126350 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2130702.500000 Penalty: 4871.526855
	Iteration 1F: 3 clusters Score -2130702 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2131115.750000 Penalty: 4871.526855
	Iteration 2F: 3 clusters Score -2131116 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2131468.750000 Penalty: 4871.526855
	Iteration 3Q: 3 clusters Score -2131469 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2131768.500000 Penalty: 4871.526855
	Iteration 4Q: 3 clusters Score -2131768 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2132086.500000 Penalty: 4871.526855
	Iteration 5Q: 3 clusters Score -2132086 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2132441.000000 Penalty: 4871.526855
	Iteration 6Q: 3 clusters Score -2132441 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2132798.250000 Penalty: 4871.526855
	Iteration 7Q: 3 clusters Score -2132798 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2133199.250000 Penalty: 4871.526855
	Iteration 8Q: 3 clusters Score -2133199 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2133597.500000 Penalty: 4871.526855
	Iteration 9Q: 3 clusters Score -2133598 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2133965.750000 Penalty: 4871.526855
	Iteration 10Q: 3 clusters Score -2133966 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2134355.000000 Penalty: 4871.526855
	Iteration 11Q: 3 clusters Score -2134355 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2134750.000000 Penalty: 4871.526855
	Iteration 12Q: 3 clusters Score -2134750 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2135123.250000 Penalty: 4871.526855
	Iteration 13Q: 3 clusters Score -2135123 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2135501.750000 Penalty: 4871.526855
	Iteration 14Q: 3 clusters Score -2135502 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2135899.500000 Penalty: 4871.526855
	Iteration 15Q: 3 clusters Score -2135900 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2136287.500000 Penalty: 4871.526855
	Iteration 16Q: 3 clusters Score -2136288 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2136650.250000 Penalty: 4871.526855
	Iteration 17Q: 3 clusters Score -2136650 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2136944.750000 Penalty: 4871.526855
	Iteration 18Q: 3 clusters Score -2136945 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2137159.000000 Penalty: 4871.526855
	Iteration 19Q: 3 clusters Score -2137159 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2137300.000000 Penalty: 4871.526855
	Iteration 20F: 3 clusters Score -2137300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2137402.000000 Penalty: 4871.526855
	Iteration 21Q: 3 clusters Score -2137402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2137489.500000 Penalty: 4871.526855
	Iteration 22Q: 3 clusters Score -2137490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2137554.750000 Penalty: 4871.526855
	Iteration 23Q: 3 clusters Score -2137555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2137595.000000 Penalty: 4871.526855
	Iteration 24Q: 3 clusters Score -2137595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2137621.750000 Penalty: 4871.526855
	Iteration 25Q: 3 clusters Score -2137622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2137641.250000 Penalty: 4871.526855
	Iteration 26Q: 3 clusters Score -2137641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2137652.750000 Penalty: 4871.526855
	Iteration 27Q: 3 clusters Score -2137653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2137661.500000 Penalty: 4871.526855
	Iteration 28Q: 3 clusters Score -2137662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2137669.250000 Penalty: 4871.526855
	Iteration 29Q: 3 clusters Score -2137669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2137682.750000 Penalty: 4871.526855
	Iteration 30Q: 3 clusters Score -2137683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2137692.000000 Penalty: 4871.526855
	Iteration 31Q: 3 clusters Score -2137692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2137701.750000 Penalty: 4871.526855
	Iteration 32Q: 3 clusters Score -2137702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2137705.500000 Penalty: 4871.526855
	Iteration 33Q: 3 clusters Score -2137706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2137709.750000 Penalty: 4871.526855
	Iteration 34Q: 3 clusters Score -2137710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2137710.000000 Penalty: 4871.526855
	Iteration 35Q: 3 clusters Score -2137710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2137711.250000 Penalty: 4871.526855
	Iteration 36Q: 3 clusters Score -2137711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2137711.250000 Penalty: 4871.526855
	Iteration 37F: 3 clusters Score -2137711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -218913.906250 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -218913.9 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 949 members 
Entering Unmasked Estep 
Score: -216367.046875 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -216367 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -216846.593750 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -216846.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -216975.109375 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -216975.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -217036.609375 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -217036.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217077.031250 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -217077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217101.609375 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -217101.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -217115.906250 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -217115.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217128.125000 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -217128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -217136.562500 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -217136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -217142.031250 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -217142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -217150.390625 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -217150.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217158.593750 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -217158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217165.312500 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -217165.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217170.890625 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -217170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217174.343750 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -217174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217175.765625 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -217175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217177.625000 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -217177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217177.625000 Penalty: 3746.430176
	Iteration 17F: 3 clusters Score -217177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (269523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269523 members 
Entering Unmasked Estep 
Score: -31505966.000000 Penalty: 3101.093506
	Iteration 0F: 2 clusters Score -3.150597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -31332754.000000 Penalty: 6202.187012
	Iteration 0F: 3 clusters Score -3.133275e+07 nChanged 129726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145434 members 
Mstep: Class 2 contains 124089 members 
Entering Unmasked Estep 
Score: -31410114.000000 Penalty: 6202.187012
	Iteration 1F: 3 clusters Score -3.141011e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152182 members 
Mstep: Class 2 contains 117341 members 
Entering Unmasked Estep 
Score: -31412214.000000 Penalty: 6202.187012
	Iteration 2Q: 3 clusters Score -3.141221e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -31416314.000000 Penalty: 6202.187012
	Iteration 3Q: 3 clusters Score -3.141631e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179056 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -31425086.000000 Penalty: 6202.187012
	Iteration 4F: 3 clusters Score -3.142509e+07 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201520 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -31440198.000000 Penalty: 6202.187012
	Iteration 5F: 3 clusters Score -3.14402e+07 nChanged 26061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227573 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -31462010.000000 Penalty: 6202.187012
	Iteration 6F: 3 clusters Score -3.146201e+07 nChanged 22018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249591 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -31482732.000000 Penalty: 6202.187012
	Iteration 7F: 3 clusters Score -3.148273e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261861 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -31495318.000000 Penalty: 6202.187012
	Iteration 8Q: 3 clusters Score -3.149532e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266734 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -31500362.000000 Penalty: 6202.187012
	Iteration 9Q: 3 clusters Score -3.150036e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268269 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -31502112.000000 Penalty: 6202.187012
	Iteration 10Q: 3 clusters Score -3.150211e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268737 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -31502584.000000 Penalty: 6202.187012
	Iteration 11Q: 3 clusters Score -3.150258e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268903 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -31502832.000000 Penalty: 6202.187012
	Iteration 12Q: 3 clusters Score -3.150283e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268986 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31502922.000000 Penalty: 6202.187012
	Iteration 13Q: 3 clusters Score -3.150292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269030 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -31503000.000000 Penalty: 6202.187012
	Iteration 14Q: 3 clusters Score -3.1503e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269045 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -31503012.000000 Penalty: 6202.187012
	Iteration 15Q: 3 clusters Score -3.150301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269060 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -31503076.000000 Penalty: 6202.187012
	Iteration 16Q: 3 clusters Score -3.150308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269066 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31503108.000000 Penalty: 6202.187012
	Iteration 17Q: 3 clusters Score -3.150311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269069 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31503104.000000 Penalty: 6202.187012
	Iteration 18Q: 3 clusters Score -3.15031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269071 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -31503106.000000 Penalty: 6202.187012
	Iteration 19Q: 3 clusters Score -3.150311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269075 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31503144.000000 Penalty: 6202.187012
	Iteration 20F: 3 clusters Score -3.150314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269074 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31503138.000000 Penalty: 6202.187012
	Iteration 21Q: 3 clusters Score -3.150314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269074 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31503138.000000 Penalty: 6202.187012
	Iteration 22F: 3 clusters Score -3.150314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -269577.062500 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -269577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -266681.687500 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -266681.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -267226.500000 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -267226.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -267406.468750 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -267406.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -267550.656250 Penalty: 3869.287109
	Iteration 3F: 3 clusters Score -267550.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -267655.093750 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -267655.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -267735.125000 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -267735.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267807.531250 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -267807.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -267865.343750 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -267865.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -267905.093750 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -267905.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -267941.906250 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -267941.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -267971.468750 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -267971.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -268004.031250 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -268004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268028.812500 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -268028.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -268051.937500 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -268051.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -268069.687500 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -268069.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -268084.593750 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -268084.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -268101.156250 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -268101.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -268107.812500 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -268107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -268112.968750 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -268113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -268119.812500 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -268119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -268123.343750 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -268123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -268125.656250 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -268125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -268127.125000 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -268127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -268129.281250 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -268129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -268132.281250 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -268132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -268135.906250 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -268135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -268139.625000 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -268139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -268147.156250 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -268147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -268155.218750 Penalty: 3869.287109
	Iteration 28Q: 3 clusters Score -268155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -268163.156250 Penalty: 3869.287109
	Iteration 29Q: 3 clusters Score -268163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -268170.937500 Penalty: 3869.287109
	Iteration 30Q: 3 clusters Score -268170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -268174.218750 Penalty: 3869.287109
	Iteration 31Q: 3 clusters Score -268174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -268175.593750 Penalty: 3869.287109
	Iteration 32Q: 3 clusters Score -268175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -268176.031250 Penalty: 3869.287109
	Iteration 33Q: 3 clusters Score -268176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -268179.093750 Penalty: 3869.287109
	Iteration 34Q: 3 clusters Score -268179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -268181.968750 Penalty: 3869.287109
	Iteration 35Q: 3 clusters Score -268182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -268186.125000 Penalty: 3869.287109
	Iteration 36Q: 3 clusters Score -268186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -268189.875000 Penalty: 3869.287109
	Iteration 37Q: 3 clusters Score -268189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -268196.187500 Penalty: 3869.287109
	Iteration 38Q: 3 clusters Score -268196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -268202.656250 Penalty: 3869.287109
	Iteration 39Q: 3 clusters Score -268202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -268208.531250 Penalty: 3869.287109
	Iteration 40F: 3 clusters Score -268208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -268209.906250 Penalty: 3869.287109
	Iteration 41Q: 3 clusters Score -268209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -268209.906250 Penalty: 3869.287109
	Iteration 42F: 3 clusters Score -268209.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Entering Unmasked Estep 
Score: -5990405.500000 Penalty: 2687.265869
	Iteration 0F: 2 clusters Score -5990406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -5956203.500000 Penalty: 5374.531738
	Iteration 0F: 3 clusters Score -5956204 nChanged 23501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5969307.000000 Penalty: 5374.531738
	Iteration 1F: 3 clusters Score -5969307 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -5969851.000000 Penalty: 5374.531738
	Iteration 2Q: 3 clusters Score -5969851 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5970410.500000 Penalty: 5374.531738
	Iteration 3Q: 3 clusters Score -5970410 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5970982.500000 Penalty: 5374.531738
	Iteration 4Q: 3 clusters Score -5970982 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -5971669.000000 Penalty: 5374.531738
	Iteration 5Q: 3 clusters Score -5971669 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5972637.500000 Penalty: 5374.531738
	Iteration 6Q: 3 clusters Score -5972638 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -5973961.000000 Penalty: 5374.531738
	Iteration 7F: 3 clusters Score -5973961 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -5975930.500000 Penalty: 5374.531738
	Iteration 8F: 3 clusters Score -5975930 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5978628.000000 Penalty: 5374.531738
	Iteration 9F: 3 clusters Score -5978628 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5981787.000000 Penalty: 5374.531738
	Iteration 10F: 3 clusters Score -5981787 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -5984483.500000 Penalty: 5374.531738
	Iteration 11F: 3 clusters Score -5984484 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -5986226.000000 Penalty: 5374.531738
	Iteration 12Q: 3 clusters Score -5986226 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -5987271.000000 Penalty: 5374.531738
	Iteration 13Q: 3 clusters Score -5987271 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5987822.500000 Penalty: 5374.531738
	Iteration 14Q: 3 clusters Score -5987822 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -5988092.500000 Penalty: 5374.531738
	Iteration 15Q: 3 clusters Score -5988092 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -5988315.500000 Penalty: 5374.531738
	Iteration 16Q: 3 clusters Score -5988316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -5988425.000000 Penalty: 5374.531738
	Iteration 17Q: 3 clusters Score -5988425 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -5988510.000000 Penalty: 5374.531738
	Iteration 18Q: 3 clusters Score -5988510 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -5988603.500000 Penalty: 5374.531738
	Iteration 19Q: 3 clusters Score -5988604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -5988641.500000 Penalty: 5374.531738
	Iteration 20F: 3 clusters Score -5988642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -5988699.000000 Penalty: 5374.531738
	Iteration 21Q: 3 clusters Score -5988699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -5988745.500000 Penalty: 5374.531738
	Iteration 22Q: 3 clusters Score -5988746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -5988785.000000 Penalty: 5374.531738
	Iteration 23Q: 3 clusters Score -5988785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -5988826.000000 Penalty: 5374.531738
	Iteration 24Q: 3 clusters Score -5988826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -5988845.500000 Penalty: 5374.531738
	Iteration 25Q: 3 clusters Score -5988846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -5988872.000000 Penalty: 5374.531738
	Iteration 26Q: 3 clusters Score -5988872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -5988891.500000 Penalty: 5374.531738
	Iteration 27Q: 3 clusters Score -5988892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -5988897.500000 Penalty: 5374.531738
	Iteration 28Q: 3 clusters Score -5988898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -5988905.500000 Penalty: 5374.531738
	Iteration 29Q: 3 clusters Score -5988906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -5988905.000000 Penalty: 5374.531738
	Iteration 30Q: 3 clusters Score -5988905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -5988903.000000 Penalty: 5374.531738
	Iteration 31Q: 3 clusters Score -5988903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -5988900.500000 Penalty: 5374.531738
	Iteration 32Q: 3 clusters Score -5988900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -5988905.000000 Penalty: 5374.531738
	Iteration 33Q: 3 clusters Score -5988905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -5988916.500000 Penalty: 5374.531738
	Iteration 34Q: 3 clusters Score -5988916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -5988907.500000 Penalty: 5374.531738
	Iteration 35Q: 3 clusters Score -5988908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -5988901.000000 Penalty: 5374.531738
	Iteration 36Q: 3 clusters Score -5988901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -5988913.000000 Penalty: 5374.531738
	Iteration 37Q: 3 clusters Score -5988913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -5988918.500000 Penalty: 5374.531738
	Iteration 38Q: 3 clusters Score -5988918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -5988923.000000 Penalty: 5374.531738
	Iteration 39Q: 3 clusters Score -5988923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -5988921.000000 Penalty: 5374.531738
	Iteration 40F: 3 clusters Score -5988921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Entering Unmasked Estep 
Score: -9656806.000000 Penalty: 2808.681885
	Iteration 0F: 2 clusters Score -9656806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -9601229.000000 Penalty: 5617.363770
	Iteration 0F: 3 clusters Score -9601229 nChanged 39084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -9623458.000000 Penalty: 5617.363770
	Iteration 1F: 3 clusters Score -9623458 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -9624487.000000 Penalty: 5617.363770
	Iteration 2Q: 3 clusters Score -9624487 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -9626013.000000 Penalty: 5617.363770
	Iteration 3Q: 3 clusters Score -9626013 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -9628183.000000 Penalty: 5617.363770
	Iteration 4F: 3 clusters Score -9628183 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -9630986.000000 Penalty: 5617.363770
	Iteration 5F: 3 clusters Score -9630986 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -9634527.000000 Penalty: 5617.363770
	Iteration 6F: 3 clusters Score -9634527 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -9638544.000000 Penalty: 5617.363770
	Iteration 7F: 3 clusters Score -9638544 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -9642726.000000 Penalty: 5617.363770
	Iteration 8F: 3 clusters Score -9642726 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -9646632.000000 Penalty: 5617.363770
	Iteration 9F: 3 clusters Score -9646632 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -9649683.000000 Penalty: 5617.363770
	Iteration 10Q: 3 clusters Score -9649683 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -9651860.000000 Penalty: 5617.363770
	Iteration 11Q: 3 clusters Score -9651860 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -9653115.000000 Penalty: 5617.363770
	Iteration 12Q: 3 clusters Score -9653115 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9653819.000000 Penalty: 5617.363770
	Iteration 13Q: 3 clusters Score -9653819 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9654215.000000 Penalty: 5617.363770
	Iteration 14Q: 3 clusters Score -9654215 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9654376.000000 Penalty: 5617.363770
	Iteration 15Q: 3 clusters Score -9654376 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9654505.000000 Penalty: 5617.363770
	Iteration 16Q: 3 clusters Score -9654505 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9654601.000000 Penalty: 5617.363770
	Iteration 17Q: 3 clusters Score -9654601 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9654705.000000 Penalty: 5617.363770
	Iteration 18Q: 3 clusters Score -9654705 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9654773.000000 Penalty: 5617.363770
	Iteration 19Q: 3 clusters Score -9654773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9654822.000000 Penalty: 5617.363770
	Iteration 20F: 3 clusters Score -9654822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9654871.000000 Penalty: 5617.363770
	Iteration 21Q: 3 clusters Score -9654871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9654885.000000 Penalty: 5617.363770
	Iteration 22Q: 3 clusters Score -9654885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9654918.000000 Penalty: 5617.363770
	Iteration 23Q: 3 clusters Score -9654918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9654920.000000 Penalty: 5617.363770
	Iteration 24Q: 3 clusters Score -9654920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9654936.000000 Penalty: 5617.363770
	Iteration 25Q: 3 clusters Score -9654936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9654947.000000 Penalty: 5617.363770
	Iteration 26Q: 3 clusters Score -9654947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9654953.000000 Penalty: 5617.363770
	Iteration 27Q: 3 clusters Score -9654953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9654952.000000 Penalty: 5617.363770
	Iteration 28Q: 3 clusters Score -9654952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9654942.000000 Penalty: 5617.363770
	Iteration 29Q: 3 clusters Score -9654942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9654944.000000 Penalty: 5617.363770
	Iteration 30Q: 3 clusters Score -9654944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9654935.000000 Penalty: 5617.363770
	Iteration 31Q: 3 clusters Score -9654935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9654933.000000 Penalty: 5617.363770
	Iteration 32Q: 3 clusters Score -9654933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9654946.000000 Penalty: 5617.363770
	Iteration 33Q: 3 clusters Score -9654946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9654948.000000 Penalty: 5617.363770
	Iteration 34Q: 3 clusters Score -9654948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9654946.000000 Penalty: 5617.363770
	Iteration 35Q: 3 clusters Score -9654946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9654946.000000 Penalty: 5617.363770
	Iteration 36F: 3 clusters Score -9654946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (85586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Entering Unmasked Estep 
Score: -10151666.000000 Penalty: 2816.604736
	Iteration 0F: 2 clusters Score -1.015167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -10094514.000000 Penalty: 5633.209473
	Iteration 0F: 3 clusters Score -1.009451e+07 nChanged 40298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -10117467.000000 Penalty: 5633.209473
	Iteration 1F: 3 clusters Score -1.011747e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -10118470.000000 Penalty: 5633.209473
	Iteration 2Q: 3 clusters Score -1.011847e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -10120153.000000 Penalty: 5633.209473
	Iteration 3Q: 3 clusters Score -1.012015e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -10122804.000000 Penalty: 5633.209473
	Iteration 4F: 3 clusters Score -1.01228e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -10127305.000000 Penalty: 5633.209473
	Iteration 5F: 3 clusters Score -1.01273e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -10133630.000000 Penalty: 5633.209473
	Iteration 6F: 3 clusters Score -1.013363e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -10140343.000000 Penalty: 5633.209473
	Iteration 7F: 3 clusters Score -1.014034e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -10145316.000000 Penalty: 5633.209473
	Iteration 8F: 3 clusters Score -1.014532e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10147661.000000 Penalty: 5633.209473
	Iteration 9Q: 3 clusters Score -1.014766e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10148527.000000 Penalty: 5633.209473
	Iteration 10Q: 3 clusters Score -1.014853e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10148855.000000 Penalty: 5633.209473
	Iteration 11Q: 3 clusters Score -1.014886e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10149005.000000 Penalty: 5633.209473
	Iteration 12Q: 3 clusters Score -1.0149e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10149063.000000 Penalty: 5633.209473
	Iteration 13Q: 3 clusters Score -1.014906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10149100.000000 Penalty: 5633.209473
	Iteration 14Q: 3 clusters Score -1.01491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10149135.000000 Penalty: 5633.209473
	Iteration 15Q: 3 clusters Score -1.014914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10149144.000000 Penalty: 5633.209473
	Iteration 16Q: 3 clusters Score -1.014914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10149159.000000 Penalty: 5633.209473
	Iteration 17Q: 3 clusters Score -1.014916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10149165.000000 Penalty: 5633.209473
	Iteration 18Q: 3 clusters Score -1.014916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10149163.000000 Penalty: 5633.209473
	Iteration 19Q: 3 clusters Score -1.014916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10149171.000000 Penalty: 5633.209473
	Iteration 20F: 3 clusters Score -1.014917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10149175.000000 Penalty: 5633.209473
	Iteration 21Q: 3 clusters Score -1.014918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10149174.000000 Penalty: 5633.209473
	Iteration 22Q: 3 clusters Score -1.014917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10149176.000000 Penalty: 5633.209473
	Iteration 23Q: 3 clusters Score -1.014918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10149176.000000 Penalty: 5633.209473
	Iteration 24Q: 3 clusters Score -1.014918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10149180.000000 Penalty: 5633.209473
	Iteration 25Q: 3 clusters Score -1.014918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10149177.000000 Penalty: 5633.209473
	Iteration 26Q: 3 clusters Score -1.014918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10149177.000000 Penalty: 5633.209473
	Iteration 27F: 3 clusters Score -1.014918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (179409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179409 members 
Entering Unmasked Estep 
Score: -21173556.000000 Penalty: 3000.161133
	Iteration 0F: 2 clusters Score -2.117356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -21054594.000000 Penalty: 6000.322266
	Iteration 0F: 3 clusters Score -2.105459e+07 nChanged 86350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -21105328.000000 Penalty: 6000.322266
	Iteration 1F: 3 clusters Score -2.110533e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -21106080.000000 Penalty: 6000.322266
	Iteration 2Q: 3 clusters Score -2.110608e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 87063 members 
Entering Unmasked Estep 
Score: -21107094.000000 Penalty: 6000.322266
	Iteration 3Q: 3 clusters Score -2.110709e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -21108400.000000 Penalty: 6000.322266
	Iteration 4Q: 3 clusters Score -2.11084e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -21110062.000000 Penalty: 6000.322266
	Iteration 5Q: 3 clusters Score -2.111006e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -21112614.000000 Penalty: 6000.322266
	Iteration 6Q: 3 clusters Score -2.111261e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -21116716.000000 Penalty: 6000.322266
	Iteration 7Q: 3 clusters Score -2.111672e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -21122408.000000 Penalty: 6000.322266
	Iteration 8Q: 3 clusters Score -2.112241e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -21129410.000000 Penalty: 6000.322266
	Iteration 9F: 3 clusters Score -2.112941e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121773 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -21137066.000000 Penalty: 6000.322266
	Iteration 10F: 3 clusters Score -2.113707e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -21144296.000000 Penalty: 6000.322266
	Iteration 11F: 3 clusters Score -2.11443e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132313 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -21149516.000000 Penalty: 6000.322266
	Iteration 12Q: 3 clusters Score -2.114952e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -21153372.000000 Penalty: 6000.322266
	Iteration 13Q: 3 clusters Score -2.115337e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -21155860.000000 Penalty: 6000.322266
	Iteration 14Q: 3 clusters Score -2.115586e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -21157550.000000 Penalty: 6000.322266
	Iteration 15Q: 3 clusters Score -2.115755e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -21158848.000000 Penalty: 6000.322266
	Iteration 16Q: 3 clusters Score -2.115885e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -21159800.000000 Penalty: 6000.322266
	Iteration 17Q: 3 clusters Score -2.11598e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -21160990.000000 Penalty: 6000.322266
	Iteration 18Q: 3 clusters Score -2.116099e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -21161962.000000 Penalty: 6000.322266
	Iteration 19Q: 3 clusters Score -2.116196e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -21162944.000000 Penalty: 6000.322266
	Iteration 20F: 3 clusters Score -2.116294e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -21163846.000000 Penalty: 6000.322266
	Iteration 21Q: 3 clusters Score -2.116385e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -21164666.000000 Penalty: 6000.322266
	Iteration 22Q: 3 clusters Score -2.116467e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -21165570.000000 Penalty: 6000.322266
	Iteration 23Q: 3 clusters Score -2.116557e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -21166396.000000 Penalty: 6000.322266
	Iteration 24Q: 3 clusters Score -2.11664e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -21167180.000000 Penalty: 6000.322266
	Iteration 25Q: 3 clusters Score -2.116718e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169724 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -21167894.000000 Penalty: 6000.322266
	Iteration 26Q: 3 clusters Score -2.116789e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -21168532.000000 Penalty: 6000.322266
	Iteration 27Q: 3 clusters Score -2.116853e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172585 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -21168992.000000 Penalty: 6000.322266
	Iteration 28Q: 3 clusters Score -2.116899e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173664 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -21169324.000000 Penalty: 6000.322266
	Iteration 29Q: 3 clusters Score -2.116932e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174585 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -21169686.000000 Penalty: 6000.322266
	Iteration 30Q: 3 clusters Score -2.116969e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -21170006.000000 Penalty: 6000.322266
	Iteration 31Q: 3 clusters Score -2.117001e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175842 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21170150.000000 Penalty: 6000.322266
	Iteration 32Q: 3 clusters Score -2.117015e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176301 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -21170322.000000 Penalty: 6000.322266
	Iteration 33Q: 3 clusters Score -2.117032e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -21170514.000000 Penalty: 6000.322266
	Iteration 34Q: 3 clusters Score -2.117051e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176916 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21170626.000000 Penalty: 6000.322266
	Iteration 35Q: 3 clusters Score -2.117063e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21170718.000000 Penalty: 6000.322266
	Iteration 36Q: 3 clusters Score -2.117072e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21170790.000000 Penalty: 6000.322266
	Iteration 37Q: 3 clusters Score -2.117079e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177457 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -21170860.000000 Penalty: 6000.322266
	Iteration 38Q: 3 clusters Score -2.117086e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21170892.000000 Penalty: 6000.322266
	Iteration 39Q: 3 clusters Score -2.117089e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21170906.000000 Penalty: 6000.322266
	Iteration 40F: 3 clusters Score -2.117091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21170962.000000 Penalty: 6000.322266
	Iteration 41Q: 3 clusters Score -2.117096e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177835 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21170952.000000 Penalty: 6000.322266
	Iteration 42Q: 3 clusters Score -2.117095e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177910 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -21170992.000000 Penalty: 6000.322266
	Iteration 43Q: 3 clusters Score -2.117099e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21171018.000000 Penalty: 6000.322266
	Iteration 44Q: 3 clusters Score -2.117102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177994 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -21171028.000000 Penalty: 6000.322266
	Iteration 45Q: 3 clusters Score -2.117103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21171024.000000 Penalty: 6000.322266
	Iteration 46Q: 3 clusters Score -2.117102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178037 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21171044.000000 Penalty: 6000.322266
	Iteration 47Q: 3 clusters Score -2.117104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21171056.000000 Penalty: 6000.322266
	Iteration 48Q: 3 clusters Score -2.117106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178064 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21171058.000000 Penalty: 6000.322266
	Iteration 49Q: 3 clusters Score -2.117106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21171068.000000 Penalty: 6000.322266
	Iteration 50Q: 3 clusters Score -2.117107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178085 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -21171078.000000 Penalty: 6000.322266
	Iteration 51Q: 3 clusters Score -2.117108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21171086.000000 Penalty: 6000.322266
	Iteration 52Q: 3 clusters Score -2.117109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178104 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21171088.000000 Penalty: 6000.322266
	Iteration 53Q: 3 clusters Score -2.117109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21171098.000000 Penalty: 6000.322266
	Iteration 54Q: 3 clusters Score -2.11711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178120 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -21171096.000000 Penalty: 6000.322266
	Iteration 55Q: 3 clusters Score -2.11711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178128 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -21171110.000000 Penalty: 6000.322266
	Iteration 56Q: 3 clusters Score -2.117111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178132 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21171102.000000 Penalty: 6000.322266
	Iteration 57Q: 3 clusters Score -2.11711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178139 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21171124.000000 Penalty: 6000.322266
	Iteration 58Q: 3 clusters Score -2.117112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21171126.000000 Penalty: 6000.322266
	Iteration 59Q: 3 clusters Score -2.117113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21171136.000000 Penalty: 6000.322266
	Iteration 60F: 3 clusters Score -2.117114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21171136.000000 Penalty: 6000.322266
	Iteration 61Q: 3 clusters Score -2.117114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21171142.000000 Penalty: 6000.322266
	Iteration 62Q: 3 clusters Score -2.117114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21171142.000000 Penalty: 6000.322266
	Iteration 63Q: 3 clusters Score -2.117114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21171142.000000 Penalty: 6000.322266
	Iteration 64F: 3 clusters Score -2.117114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -484216.718750 Penalty: 2078.182617
	Iteration 0F: 2 clusters Score -484216.7 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 2179 members 
Entering Unmasked Estep 
Score: -480117.531250 Penalty: 4156.365234
	Iteration 0F: 3 clusters Score -480117.5 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -481013.375000 Penalty: 4156.365234
	Iteration 1F: 3 clusters Score -481013.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -481228.968750 Penalty: 4156.365234
	Iteration 2F: 3 clusters Score -481229 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -481371.437500 Penalty: 4156.365234
	Iteration 3F: 3 clusters Score -481371.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -481481.125000 Penalty: 4156.365234
	Iteration 4Q: 3 clusters Score -481481.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -481563.281250 Penalty: 4156.365234
	Iteration 5Q: 3 clusters Score -481563.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -481616.843750 Penalty: 4156.365234
	Iteration 6Q: 3 clusters Score -481616.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -481667.125000 Penalty: 4156.365234
	Iteration 7Q: 3 clusters Score -481667.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -481708.625000 Penalty: 4156.365234
	Iteration 8Q: 3 clusters Score -481708.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -481749.437500 Penalty: 4156.365234
	Iteration 9Q: 3 clusters Score -481749.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -481787.843750 Penalty: 4156.365234
	Iteration 10Q: 3 clusters Score -481787.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -481829.468750 Penalty: 4156.365234
	Iteration 11Q: 3 clusters Score -481829.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -481857.281250 Penalty: 4156.365234
	Iteration 12Q: 3 clusters Score -481857.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -481895.593750 Penalty: 4156.365234
	Iteration 13Q: 3 clusters Score -481895.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -481924.343750 Penalty: 4156.365234
	Iteration 14Q: 3 clusters Score -481924.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -481945.468750 Penalty: 4156.365234
	Iteration 15Q: 3 clusters Score -481945.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -481971.031250 Penalty: 4156.365234
	Iteration 16Q: 3 clusters Score -481971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -481997.093750 Penalty: 4156.365234
	Iteration 17Q: 3 clusters Score -481997.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -482021.468750 Penalty: 4156.365234
	Iteration 18Q: 3 clusters Score -482021.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -482044.031250 Penalty: 4156.365234
	Iteration 19Q: 3 clusters Score -482044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -482069.750000 Penalty: 4156.365234
	Iteration 20F: 3 clusters Score -482069.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -482095.781250 Penalty: 4156.365234
	Iteration 21Q: 3 clusters Score -482095.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -482127.187500 Penalty: 4156.365234
	Iteration 22Q: 3 clusters Score -482127.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -482158.187500 Penalty: 4156.365234
	Iteration 23Q: 3 clusters Score -482158.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -482191.312500 Penalty: 4156.365234
	Iteration 24Q: 3 clusters Score -482191.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -482234.312500 Penalty: 4156.365234
	Iteration 25Q: 3 clusters Score -482234.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -482293.656250 Penalty: 4156.365234
	Iteration 26Q: 3 clusters Score -482293.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -482370.500000 Penalty: 4156.365234
	Iteration 27Q: 3 clusters Score -482370.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -482467.968750 Penalty: 4156.365234
	Iteration 28Q: 3 clusters Score -482468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -482550.375000 Penalty: 4156.365234
	Iteration 29Q: 3 clusters Score -482550.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -482628.000000 Penalty: 4156.365234
	Iteration 30Q: 3 clusters Score -482628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -482681.093750 Penalty: 4156.365234
	Iteration 31Q: 3 clusters Score -482681.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -482719.875000 Penalty: 4156.365234
	Iteration 32Q: 3 clusters Score -482719.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -482763.843750 Penalty: 4156.365234
	Iteration 33Q: 3 clusters Score -482763.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -482807.093750 Penalty: 4156.365234
	Iteration 34Q: 3 clusters Score -482807.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -482850.843750 Penalty: 4156.365234
	Iteration 35Q: 3 clusters Score -482850.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -482897.031250 Penalty: 4156.365234
	Iteration 36Q: 3 clusters Score -482897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -482951.000000 Penalty: 4156.365234
	Iteration 37Q: 3 clusters Score -482951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -483011.031250 Penalty: 4156.365234
	Iteration 38Q: 3 clusters Score -483011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -483059.906250 Penalty: 4156.365234
	Iteration 39Q: 3 clusters Score -483059.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -483105.718750 Penalty: 4156.365234
	Iteration 40F: 3 clusters Score -483105.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -483155.625000 Penalty: 4156.365234
	Iteration 41Q: 3 clusters Score -483155.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -483213.062500 Penalty: 4156.365234
	Iteration 42Q: 3 clusters Score -483213.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -483266.812500 Penalty: 4156.365234
	Iteration 43Q: 3 clusters Score -483266.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -483325.093750 Penalty: 4156.365234
	Iteration 44Q: 3 clusters Score -483325.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -483374.906250 Penalty: 4156.365234
	Iteration 45Q: 3 clusters Score -483374.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -483412.593750 Penalty: 4156.365234
	Iteration 46Q: 3 clusters Score -483412.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -483451.937500 Penalty: 4156.365234
	Iteration 47Q: 3 clusters Score -483451.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -483488.375000 Penalty: 4156.365234
	Iteration 48Q: 3 clusters Score -483488.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -483523.656250 Penalty: 4156.365234
	Iteration 49Q: 3 clusters Score -483523.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -483564.062500 Penalty: 4156.365234
	Iteration 50Q: 3 clusters Score -483564.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -483600.281250 Penalty: 4156.365234
	Iteration 51Q: 3 clusters Score -483600.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -483625.687500 Penalty: 4156.365234
	Iteration 52Q: 3 clusters Score -483625.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -483639.562500 Penalty: 4156.365234
	Iteration 53Q: 3 clusters Score -483639.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -483662.156250 Penalty: 4156.365234
	Iteration 54Q: 3 clusters Score -483662.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -483688.875000 Penalty: 4156.365234
	Iteration 55Q: 3 clusters Score -483688.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -483708.593750 Penalty: 4156.365234
	Iteration 56Q: 3 clusters Score -483708.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -483726.375000 Penalty: 4156.365234
	Iteration 57Q: 3 clusters Score -483726.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -483744.093750 Penalty: 4156.365234
	Iteration 58Q: 3 clusters Score -483744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -483750.875000 Penalty: 4156.365234
	Iteration 59Q: 3 clusters Score -483750.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -483755.687500 Penalty: 4156.365234
	Iteration 60F: 3 clusters Score -483755.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -483760.062500 Penalty: 4156.365234
	Iteration 61Q: 3 clusters Score -483760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -483765.625000 Penalty: 4156.365234
	Iteration 62Q: 3 clusters Score -483765.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -483771.281250 Penalty: 4156.365234
	Iteration 63Q: 3 clusters Score -483771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -483773.312500 Penalty: 4156.365234
	Iteration 64Q: 3 clusters Score -483773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -483777.250000 Penalty: 4156.365234
	Iteration 65Q: 3 clusters Score -483777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -483779.062500 Penalty: 4156.365234
	Iteration 66Q: 3 clusters Score -483779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -483782.031250 Penalty: 4156.365234
	Iteration 67Q: 3 clusters Score -483782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -483785.468750 Penalty: 4156.365234
	Iteration 68Q: 3 clusters Score -483785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -483788.843750 Penalty: 4156.365234
	Iteration 69Q: 3 clusters Score -483788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483789.125000 Penalty: 4156.365234
	Iteration 70Q: 3 clusters Score -483789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -483788.937500 Penalty: 4156.365234
	Iteration 71Q: 3 clusters Score -483788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -483789.468750 Penalty: 4156.365234
	Iteration 72Q: 3 clusters Score -483789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -483789.468750 Penalty: 4156.365234
	Iteration 73Q: 3 clusters Score -483789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -483789.750000 Penalty: 4156.365234
	Iteration 74Q: 3 clusters Score -483789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -483791.656250 Penalty: 4156.365234
	Iteration 75Q: 3 clusters Score -483791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -483790.687500 Penalty: 4156.365234
	Iteration 76Q: 3 clusters Score -483790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -483791.312500 Penalty: 4156.365234
	Iteration 77Q: 3 clusters Score -483791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -483791.312500 Penalty: 4156.365234
	Iteration 78F: 3 clusters Score -483791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Entering Unmasked Estep 
Score: -8039675.000000 Penalty: 2768.620850
	Iteration 0F: 2 clusters Score -8039675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -7992351.500000 Penalty: 5537.241699
	Iteration 0F: 3 clusters Score -7992352 nChanged 33144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -8011065.000000 Penalty: 5537.241699
	Iteration 1F: 3 clusters Score -8011065 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -8011568.000000 Penalty: 5537.241699
	Iteration 2Q: 3 clusters Score -8011568 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -8012025.500000 Penalty: 5537.241699
	Iteration 3Q: 3 clusters Score -8012026 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -8012565.500000 Penalty: 5537.241699
	Iteration 4Q: 3 clusters Score -8012566 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -8013130.500000 Penalty: 5537.241699
	Iteration 5Q: 3 clusters Score -8013130 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -8013799.000000 Penalty: 5537.241699
	Iteration 6Q: 3 clusters Score -8013799 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8014828.000000 Penalty: 5537.241699
	Iteration 7Q: 3 clusters Score -8014828 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8016277.000000 Penalty: 5537.241699
	Iteration 8Q: 3 clusters Score -8016277 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -8018360.500000 Penalty: 5537.241699
	Iteration 9F: 3 clusters Score -8018360 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -8021533.500000 Penalty: 5537.241699
	Iteration 10F: 3 clusters Score -8021534 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -8025503.000000 Penalty: 5537.241699
	Iteration 11F: 3 clusters Score -8025503 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -8029757.000000 Penalty: 5537.241699
	Iteration 12F: 3 clusters Score -8029757 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -8033273.000000 Penalty: 5537.241699
	Iteration 13F: 3 clusters Score -8033273 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -8035463.000000 Penalty: 5537.241699
	Iteration 14Q: 3 clusters Score -8035463 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -8036515.500000 Penalty: 5537.241699
	Iteration 15Q: 3 clusters Score -8036516 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8037023.500000 Penalty: 5537.241699
	Iteration 16Q: 3 clusters Score -8037024 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -8037244.500000 Penalty: 5537.241699
	Iteration 17Q: 3 clusters Score -8037244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -8037354.500000 Penalty: 5537.241699
	Iteration 18Q: 3 clusters Score -8037354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -8037402.000000 Penalty: 5537.241699
	Iteration 19Q: 3 clusters Score -8037402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -8037439.500000 Penalty: 5537.241699
	Iteration 20F: 3 clusters Score -8037440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
Score: -8037465.500000 Penalty: 5537.241699
	Iteration 21Q: 3 clusters Score -8037466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -8037465.000000 Penalty: 5537.241699
	Iteration 22Q: 3 clusters Score -8037465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -8037486.500000 Penalty: 5537.241699
	Iteration 23Q: 3 clusters Score -8037486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -8037484.500000 Penalty: 5537.241699
	Iteration 24Q: 3 clusters Score -8037484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -8037490.000000 Penalty: 5537.241699
	Iteration 25Q: 3 clusters Score -8037490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -8037491.000000 Penalty: 5537.241699
	Iteration 26Q: 3 clusters Score -8037491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -8037496.000000 Penalty: 5537.241699
	Iteration 27Q: 3 clusters Score -8037496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -8037494.500000 Penalty: 5537.241699
	Iteration 28Q: 3 clusters Score -8037494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -8037496.000000 Penalty: 5537.241699
	Iteration 29Q: 3 clusters Score -8037496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -8037493.500000 Penalty: 5537.241699
	Iteration 30Q: 3 clusters Score -8037494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -8037496.500000 Penalty: 5537.241699
	Iteration 31Q: 3 clusters Score -8037496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -8037493.500000 Penalty: 5537.241699
	Iteration 32Q: 3 clusters Score -8037494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -8037491.000000 Penalty: 5537.241699
	Iteration 33Q: 3 clusters Score -8037491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -8037491.000000 Penalty: 5537.241699
	Iteration 34Q: 3 clusters Score -8037491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -8037499.000000 Penalty: 5537.241699
	Iteration 35Q: 3 clusters Score -8037499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -8037502.500000 Penalty: 5537.241699
	Iteration 36Q: 3 clusters Score -8037502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -8037497.000000 Penalty: 5537.241699
	Iteration 37Q: 3 clusters Score -8037497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -8037498.000000 Penalty: 5537.241699
	Iteration 38Q: 3 clusters Score -8037498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -8037504.500000 Penalty: 5537.241699
	Iteration 39Q: 3 clusters Score -8037504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -8037512.000000 Penalty: 5537.241699
	Iteration 40F: 3 clusters Score -8037512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48671.601562 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48671.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48908.738281 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48908.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49102.820312 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -49102.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49222.964844 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -49222.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49300.531250 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49300.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49367.406250 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49367.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49422.355469 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49422.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49461.257812 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49461.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49479.882812 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49479.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49489.425781 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -49489.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49500.652344 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -49500.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49512.546875 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -49512.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49552.312500 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -49552.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49726.648438 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -49726.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49774.167969 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -49774.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49776.898438 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -49776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49776.898438 Penalty: 3084.425781
	Iteration 16F: 3 clusters Score -49776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Entering Unmasked Estep 
Score: -3454712.000000 Penalty: 2549.134521
	Iteration 0F: 2 clusters Score -3454712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3434718.500000 Penalty: 5098.269043
	Iteration 0F: 3 clusters Score -3434718 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3441746.750000 Penalty: 5098.269043
	Iteration 1F: 3 clusters Score -3441747 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3442222.250000 Penalty: 5098.269043
	Iteration 2Q: 3 clusters Score -3442222 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3442699.000000 Penalty: 5098.269043
	Iteration 3Q: 3 clusters Score -3442699 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3443153.250000 Penalty: 5098.269043
	Iteration 4Q: 3 clusters Score -3443153 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3443731.250000 Penalty: 5098.269043
	Iteration 5Q: 3 clusters Score -3443731 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3444364.500000 Penalty: 5098.269043
	Iteration 6Q: 3 clusters Score -3444364 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3445126.750000 Penalty: 5098.269043
	Iteration 7Q: 3 clusters Score -3445127 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3445960.250000 Penalty: 5098.269043
	Iteration 8Q: 3 clusters Score -3445960 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3446861.500000 Penalty: 5098.269043
	Iteration 9F: 3 clusters Score -3446862 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3447691.000000 Penalty: 5098.269043
	Iteration 10Q: 3 clusters Score -3447691 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3448398.000000 Penalty: 5098.269043
	Iteration 11Q: 3 clusters Score -3448398 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3448953.500000 Penalty: 5098.269043
	Iteration 12Q: 3 clusters Score -3448954 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3449374.000000 Penalty: 5098.269043
	Iteration 13Q: 3 clusters Score -3449374 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3449633.000000 Penalty: 5098.269043
	Iteration 14Q: 3 clusters Score -3449633 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3449833.500000 Penalty: 5098.269043
	Iteration 15Q: 3 clusters Score -3449834 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3449935.500000 Penalty: 5098.269043
	Iteration 16Q: 3 clusters Score -3449936 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3450014.750000 Penalty: 5098.269043
	Iteration 17Q: 3 clusters Score -3450015 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3450070.750000 Penalty: 5098.269043
	Iteration 18Q: 3 clusters Score -3450071 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3450109.750000 Penalty: 5098.269043
	Iteration 19Q: 3 clusters Score -3450110 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3450148.500000 Penalty: 5098.269043
	Iteration 20F: 3 clusters Score -3450148 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3450165.250000 Penalty: 5098.269043
	Iteration 21Q: 3 clusters Score -3450165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3450188.000000 Penalty: 5098.269043
	Iteration 22Q: 3 clusters Score -3450188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3450219.250000 Penalty: 5098.269043
	Iteration 23Q: 3 clusters Score -3450219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3450224.000000 Penalty: 5098.269043
	Iteration 24Q: 3 clusters Score -3450224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3450251.500000 Penalty: 5098.269043
	Iteration 25Q: 3 clusters Score -3450252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3450269.750000 Penalty: 5098.269043
	Iteration 26Q: 3 clusters Score -3450270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3450289.000000 Penalty: 5098.269043
	Iteration 27Q: 3 clusters Score -3450289 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3450299.000000 Penalty: 5098.269043
	Iteration 28Q: 3 clusters Score -3450299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3450310.750000 Penalty: 5098.269043
	Iteration 29Q: 3 clusters Score -3450311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3450332.750000 Penalty: 5098.269043
	Iteration 30Q: 3 clusters Score -3450333 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3450348.750000 Penalty: 5098.269043
	Iteration 31Q: 3 clusters Score -3450349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3450370.750000 Penalty: 5098.269043
	Iteration 32Q: 3 clusters Score -3450371 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3450390.250000 Penalty: 5098.269043
	Iteration 33Q: 3 clusters Score -3450390 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3450421.500000 Penalty: 5098.269043
	Iteration 34Q: 3 clusters Score -3450422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3450439.750000 Penalty: 5098.269043
	Iteration 35Q: 3 clusters Score -3450440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3450451.500000 Penalty: 5098.269043
	Iteration 36Q: 3 clusters Score -3450452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3450471.000000 Penalty: 5098.269043
	Iteration 37Q: 3 clusters Score -3450471 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3450484.750000 Penalty: 5098.269043
	Iteration 38Q: 3 clusters Score -3450485 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3450510.500000 Penalty: 5098.269043
	Iteration 39Q: 3 clusters Score -3450510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3450527.250000 Penalty: 5098.269043
	Iteration 40F: 3 clusters Score -3450527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3450557.250000 Penalty: 5098.269043
	Iteration 41Q: 3 clusters Score -3450557 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3450579.750000 Penalty: 5098.269043
	Iteration 42Q: 3 clusters Score -3450580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3450610.500000 Penalty: 5098.269043
	Iteration 43Q: 3 clusters Score -3450610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3450639.750000 Penalty: 5098.269043
	Iteration 44Q: 3 clusters Score -3450640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3450671.000000 Penalty: 5098.269043
	Iteration 45Q: 3 clusters Score -3450671 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3450704.000000 Penalty: 5098.269043
	Iteration 46Q: 3 clusters Score -3450704 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3450735.500000 Penalty: 5098.269043
	Iteration 47Q: 3 clusters Score -3450736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3450761.000000 Penalty: 5098.269043
	Iteration 48Q: 3 clusters Score -3450761 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3450810.000000 Penalty: 5098.269043
	Iteration 49Q: 3 clusters Score -3450810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3450851.750000 Penalty: 5098.269043
	Iteration 50Q: 3 clusters Score -3450852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3450893.750000 Penalty: 5098.269043
	Iteration 51Q: 3 clusters Score -3450894 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3450945.000000 Penalty: 5098.269043
	Iteration 52Q: 3 clusters Score -3450945 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3450994.000000 Penalty: 5098.269043
	Iteration 53Q: 3 clusters Score -3450994 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3451034.500000 Penalty: 5098.269043
	Iteration 54Q: 3 clusters Score -3451034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3451087.000000 Penalty: 5098.269043
	Iteration 55Q: 3 clusters Score -3451087 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3451129.750000 Penalty: 5098.269043
	Iteration 56Q: 3 clusters Score -3451130 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3451186.000000 Penalty: 5098.269043
	Iteration 57Q: 3 clusters Score -3451186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3451248.500000 Penalty: 5098.269043
	Iteration 58Q: 3 clusters Score -3451248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3451307.250000 Penalty: 5098.269043
	Iteration 59Q: 3 clusters Score -3451307 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3451387.000000 Penalty: 5098.269043
	Iteration 60F: 3 clusters Score -3451387 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3451469.250000 Penalty: 5098.269043
	Iteration 61Q: 3 clusters Score -3451469 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3451548.250000 Penalty: 5098.269043
	Iteration 62Q: 3 clusters Score -3451548 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3451618.500000 Penalty: 5098.269043
	Iteration 63Q: 3 clusters Score -3451618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3451697.000000 Penalty: 5098.269043
	Iteration 64Q: 3 clusters Score -3451697 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3451772.000000 Penalty: 5098.269043
	Iteration 65Q: 3 clusters Score -3451772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3451838.500000 Penalty: 5098.269043
	Iteration 66Q: 3 clusters Score -3451838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3451906.500000 Penalty: 5098.269043
	Iteration 67Q: 3 clusters Score -3451906 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3451973.000000 Penalty: 5098.269043
	Iteration 68Q: 3 clusters Score -3451973 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3452036.500000 Penalty: 5098.269043
	Iteration 69Q: 3 clusters Score -3452036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3452087.500000 Penalty: 5098.269043
	Iteration 70Q: 3 clusters Score -3452088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3452153.250000 Penalty: 5098.269043
	Iteration 71Q: 3 clusters Score -3452153 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3452201.500000 Penalty: 5098.269043
	Iteration 72Q: 3 clusters Score -3452202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3452241.250000 Penalty: 5098.269043
	Iteration 73Q: 3 clusters Score -3452241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3452287.750000 Penalty: 5098.269043
	Iteration 74Q: 3 clusters Score -3452288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3452313.250000 Penalty: 5098.269043
	Iteration 75Q: 3 clusters Score -3452313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3452336.250000 Penalty: 5098.269043
	Iteration 76Q: 3 clusters Score -3452336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3452362.750000 Penalty: 5098.269043
	Iteration 77Q: 3 clusters Score -3452363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3452393.500000 Penalty: 5098.269043
	Iteration 78Q: 3 clusters Score -3452394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3452423.500000 Penalty: 5098.269043
	Iteration 79Q: 3 clusters Score -3452424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3452440.500000 Penalty: 5098.269043
	Iteration 80F: 3 clusters Score -3452440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3452459.000000 Penalty: 5098.269043
	Iteration 81Q: 3 clusters Score -3452459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3452468.500000 Penalty: 5098.269043
	Iteration 82Q: 3 clusters Score -3452468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3452485.250000 Penalty: 5098.269043
	Iteration 83Q: 3 clusters Score -3452485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3452504.500000 Penalty: 5098.269043
	Iteration 84Q: 3 clusters Score -3452504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3452522.250000 Penalty: 5098.269043
	Iteration 85Q: 3 clusters Score -3452522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3452536.500000 Penalty: 5098.269043
	Iteration 86Q: 3 clusters Score -3452536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3452547.250000 Penalty: 5098.269043
	Iteration 87Q: 3 clusters Score -3452547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3452559.500000 Penalty: 5098.269043
	Iteration 88Q: 3 clusters Score -3452560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3452575.500000 Penalty: 5098.269043
	Iteration 89Q: 3 clusters Score -3452576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3452576.000000 Penalty: 5098.269043
	Iteration 90Q: 3 clusters Score -3452576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3452590.750000 Penalty: 5098.269043
	Iteration 91Q: 3 clusters Score -3452591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3452596.250000 Penalty: 5098.269043
	Iteration 92Q: 3 clusters Score -3452596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3452609.750000 Penalty: 5098.269043
	Iteration 93Q: 3 clusters Score -3452610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3452618.250000 Penalty: 5098.269043
	Iteration 94Q: 3 clusters Score -3452618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3452619.000000 Penalty: 5098.269043
	Iteration 95Q: 3 clusters Score -3452619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3452623.250000 Penalty: 5098.269043
	Iteration 96Q: 3 clusters Score -3452623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3452624.250000 Penalty: 5098.269043
	Iteration 97Q: 3 clusters Score -3452624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3452627.250000 Penalty: 5098.269043
	Iteration 98Q: 3 clusters Score -3452627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3452634.000000 Penalty: 5098.269043
	Iteration 99Q: 3 clusters Score -3452634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3452634.000000 Penalty: 5098.269043
	Iteration 100F: 3 clusters Score -3452634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3452634.000000 Penalty: 5098.269043
	Iteration 101Q: 3 clusters Score -3452634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3452631.750000 Penalty: 5098.269043
	Iteration 102Q: 3 clusters Score -3452632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3452633.000000 Penalty: 5098.269043
	Iteration 103Q: 3 clusters Score -3452633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3452633.000000 Penalty: 5098.269043
	Iteration 104Q: 3 clusters Score -3452633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3452631.000000 Penalty: 5098.269043
	Iteration 105Q: 3 clusters Score -3452631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3452631.000000 Penalty: 5098.269043
	Iteration 106F: 3 clusters Score -3452631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 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 584 members 
Entering Unmasked Estep 
Score: -132517.812500 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132517.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132895.062500 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132895.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133014.390625 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -133014.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133067.718750 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -133067.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133102.359375 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133126.812500 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133126.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133145.562500 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133159.562500 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133159.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133168.953125 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133175.203125 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133183.968750 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133188.156250 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133193.765625 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133197.062500 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -133197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -133198.640625 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -133198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -133198.640625 Penalty: 3512.110352
	Iteration 15F: 3 clusters Score -133198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Entering Unmasked Estep 
Score: -5906164.000000 Penalty: 2681.422852
	Iteration 0F: 2 clusters Score -5906164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -5872849.000000 Penalty: 5362.845703
	Iteration 0F: 3 clusters Score -5872849 nChanged 22892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5885360.000000 Penalty: 5362.845703
	Iteration 1F: 3 clusters Score -5885360 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5885910.000000 Penalty: 5362.845703
	Iteration 2Q: 3 clusters Score -5885910 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -5886380.000000 Penalty: 5362.845703
	Iteration 3Q: 3 clusters Score -5886380 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -5886909.000000 Penalty: 5362.845703
	Iteration 4Q: 3 clusters Score -5886909 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -5887488.500000 Penalty: 5362.845703
	Iteration 5Q: 3 clusters Score -5887488 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5888451.000000 Penalty: 5362.845703
	Iteration 6Q: 3 clusters Score -5888451 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5889891.000000 Penalty: 5362.845703
	Iteration 7F: 3 clusters Score -5889891 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5892075.000000 Penalty: 5362.845703
	Iteration 8F: 3 clusters Score -5892075 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5894924.500000 Penalty: 5362.845703
	Iteration 9F: 3 clusters Score -5894924 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5897724.000000 Penalty: 5362.845703
	Iteration 10F: 3 clusters Score -5897724 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -5899765.000000 Penalty: 5362.845703
	Iteration 11Q: 3 clusters Score -5899765 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -5901147.500000 Penalty: 5362.845703
	Iteration 12Q: 3 clusters Score -5901148 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5902010.000000 Penalty: 5362.845703
	Iteration 13Q: 3 clusters Score -5902010 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -5902615.500000 Penalty: 5362.845703
	Iteration 14Q: 3 clusters Score -5902616 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -5902946.000000 Penalty: 5362.845703
	Iteration 15Q: 3 clusters Score -5902946 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -5903219.500000 Penalty: 5362.845703
	Iteration 16Q: 3 clusters Score -5903220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -5903375.500000 Penalty: 5362.845703
	Iteration 17Q: 3 clusters Score -5903376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -5903463.500000 Penalty: 5362.845703
	Iteration 18Q: 3 clusters Score -5903464 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -5903533.000000 Penalty: 5362.845703
	Iteration 19Q: 3 clusters Score -5903533 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -5903579.000000 Penalty: 5362.845703
	Iteration 20F: 3 clusters Score -5903579 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -5903615.000000 Penalty: 5362.845703
	Iteration 21Q: 3 clusters Score -5903615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -5903645.000000 Penalty: 5362.845703
	Iteration 22Q: 3 clusters Score -5903645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -5903668.500000 Penalty: 5362.845703
	Iteration 23Q: 3 clusters Score -5903668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -5903695.500000 Penalty: 5362.845703
	Iteration 24Q: 3 clusters Score -5903696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -5903712.000000 Penalty: 5362.845703
	Iteration 25Q: 3 clusters Score -5903712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -5903748.000000 Penalty: 5362.845703
	Iteration 26Q: 3 clusters Score -5903748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -5903762.500000 Penalty: 5362.845703
	Iteration 27Q: 3 clusters Score -5903762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -5903780.500000 Penalty: 5362.845703
	Iteration 28Q: 3 clusters Score -5903780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -5903793.500000 Penalty: 5362.845703
	Iteration 29Q: 3 clusters Score -5903794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -5903801.000000 Penalty: 5362.845703
	Iteration 30Q: 3 clusters Score -5903801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5903814.000000 Penalty: 5362.845703
	Iteration 31Q: 3 clusters Score -5903814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -5903817.500000 Penalty: 5362.845703
	Iteration 32Q: 3 clusters Score -5903818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -5903829.000000 Penalty: 5362.845703
	Iteration 33Q: 3 clusters Score -5903829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -5903831.500000 Penalty: 5362.845703
	Iteration 34Q: 3 clusters Score -5903832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -5903832.500000 Penalty: 5362.845703
	Iteration 35Q: 3 clusters Score -5903832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -5903837.000000 Penalty: 5362.845703
	Iteration 36Q: 3 clusters Score -5903837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5903838.000000 Penalty: 5362.845703
	Iteration 37Q: 3 clusters Score -5903838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -5903839.500000 Penalty: 5362.845703
	Iteration 38Q: 3 clusters Score -5903840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -5903847.500000 Penalty: 5362.845703
	Iteration 39Q: 3 clusters Score -5903848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5903852.500000 Penalty: 5362.845703
	Iteration 40F: 3 clusters Score -5903852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -5903856.500000 Penalty: 5362.845703
	Iteration 41Q: 3 clusters Score -5903856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5903857.500000 Penalty: 5362.845703
	Iteration 42Q: 3 clusters Score -5903858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -5903859.500000 Penalty: 5362.845703
	Iteration 43Q: 3 clusters Score -5903860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5903863.000000 Penalty: 5362.845703
	Iteration 44Q: 3 clusters Score -5903863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -5903865.000000 Penalty: 5362.845703
	Iteration 45Q: 3 clusters Score -5903865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5903864.500000 Penalty: 5362.845703
	Iteration 46Q: 3 clusters Score -5903864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5903868.000000 Penalty: 5362.845703
	Iteration 47Q: 3 clusters Score -5903868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5903865.500000 Penalty: 5362.845703
	Iteration 48Q: 3 clusters Score -5903866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -5903860.500000 Penalty: 5362.845703
	Iteration 49Q: 3 clusters Score -5903860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -5903866.500000 Penalty: 5362.845703
	Iteration 50Q: 3 clusters Score -5903866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -5903866.500000 Penalty: 5362.845703
	Iteration 51F: 3 clusters Score -5903866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (71648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Entering Unmasked Estep 
Score: -8498071.000000 Penalty: 2772.520996
	Iteration 0F: 2 clusters Score -8498071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8450019.000000 Penalty: 5545.041992
	Iteration 0F: 3 clusters Score -8450019 nChanged 33623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -8468882.000000 Penalty: 5545.041992
	Iteration 1F: 3 clusters Score -8468882 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8469441.000000 Penalty: 5545.041992
	Iteration 2Q: 3 clusters Score -8469441 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -8469985.000000 Penalty: 5545.041992
	Iteration 3Q: 3 clusters Score -8469985 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -8470568.000000 Penalty: 5545.041992
	Iteration 4Q: 3 clusters Score -8470568 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -8471203.000000 Penalty: 5545.041992
	Iteration 5Q: 3 clusters Score -8471203 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -8471994.000000 Penalty: 5545.041992
	Iteration 6Q: 3 clusters Score -8471994 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -8472983.000000 Penalty: 5545.041992
	Iteration 7Q: 3 clusters Score -8472983 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -8474155.000000 Penalty: 5545.041992
	Iteration 8Q: 3 clusters Score -8474155 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8475597.000000 Penalty: 5545.041992
	Iteration 9Q: 3 clusters Score -8475597 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -8477262.000000 Penalty: 5545.041992
	Iteration 10Q: 3 clusters Score -8477262 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -8479297.000000 Penalty: 5545.041992
	Iteration 11Q: 3 clusters Score -8479297 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -8481728.000000 Penalty: 5545.041992
	Iteration 12F: 3 clusters Score -8481728 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -8484027.000000 Penalty: 5545.041992
	Iteration 13F: 3 clusters Score -8484027 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -8485783.000000 Penalty: 5545.041992
	Iteration 14Q: 3 clusters Score -8485783 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -8486816.000000 Penalty: 5545.041992
	Iteration 15Q: 3 clusters Score -8486816 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -8487340.000000 Penalty: 5545.041992
	Iteration 16Q: 3 clusters Score -8487340 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8487534.000000 Penalty: 5545.041992
	Iteration 17Q: 3 clusters Score -8487534 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -8487645.000000 Penalty: 5545.041992
	Iteration 18Q: 3 clusters Score -8487645 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8487755.000000 Penalty: 5545.041992
	Iteration 19Q: 3 clusters Score -8487755 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -8487830.000000 Penalty: 5545.041992
	Iteration 20F: 3 clusters Score -8487830 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8487906.000000 Penalty: 5545.041992
	Iteration 21Q: 3 clusters Score -8487906 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -8487960.000000 Penalty: 5545.041992
	Iteration 22Q: 3 clusters Score -8487960 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8487986.000000 Penalty: 5545.041992
	Iteration 23Q: 3 clusters Score -8487986 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -8488033.000000 Penalty: 5545.041992
	Iteration 24Q: 3 clusters Score -8488033 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8488068.000000 Penalty: 5545.041992
	Iteration 25Q: 3 clusters Score -8488068 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8488094.000000 Penalty: 5545.041992
	Iteration 26Q: 3 clusters Score -8488094 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -8488122.000000 Penalty: 5545.041992
	Iteration 27Q: 3 clusters Score -8488122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -8488130.000000 Penalty: 5545.041992
	Iteration 28Q: 3 clusters Score -8488130 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -8488162.000000 Penalty: 5545.041992
	Iteration 29Q: 3 clusters Score -8488162 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8488147.000000 Penalty: 5545.041992
	Iteration 30Q: 3 clusters Score -8488147 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -8488152.000000 Penalty: 5545.041992
	Iteration 31Q: 3 clusters Score -8488152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8488198.000000 Penalty: 5545.041992
	Iteration 32Q: 3 clusters Score -8488198 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -8488206.000000 Penalty: 5545.041992
	Iteration 33Q: 3 clusters Score -8488206 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8488222.000000 Penalty: 5545.041992
	Iteration 34Q: 3 clusters Score -8488222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8488236.000000 Penalty: 5545.041992
	Iteration 35Q: 3 clusters Score -8488236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -8488247.000000 Penalty: 5545.041992
	Iteration 36Q: 3 clusters Score -8488247 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8488250.000000 Penalty: 5545.041992
	Iteration 37Q: 3 clusters Score -8488250 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -8488239.000000 Penalty: 5545.041992
	Iteration 38Q: 3 clusters Score -8488239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8488274.000000 Penalty: 5545.041992
	Iteration 39Q: 3 clusters Score -8488274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -8488271.000000 Penalty: 5545.041992
	Iteration 40F: 3 clusters Score -8488271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8488278.000000 Penalty: 5545.041992
	Iteration 41Q: 3 clusters Score -8488278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8488273.000000 Penalty: 5545.041992
	Iteration 42Q: 3 clusters Score -8488273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8488295 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8488296 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8488279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8488260 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8488279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8488279 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8488278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8488282 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8488287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8488297 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8488298 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8488302 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8488293 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8488301 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8488297 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8488305 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8488291 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8488291 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8488306 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8488315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8488335 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8488358 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8488342 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8488341 nChanged 86
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Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8488322 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8488342 nChanged 118
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Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8488335 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8488332 nChanged 117
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Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8488370 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8488393 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8488400 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8488432 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8488439 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8488651 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8489256 nChanged 474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8490466 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8490646 nChanged 734
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8493189 nChanged 635
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Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8493951 nChanged 555
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Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8494304 nChanged 520
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Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8494460 nChanged 486
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Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8494819 nChanged 418
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Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 66879 members 
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Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -8495333.000000 Penalty: 5545.041992
	Iteration 137Q: 3 clusters Score -8495333 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -8495433.000000 Penalty: 5545.041992
	Iteration 138Q: 3 clusters Score -8495433 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -8495543.000000 Penalty: 5545.041992
	Iteration 139Q: 3 clusters Score -8495543 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -8495633.000000 Penalty: 5545.041992
	Iteration 140F: 3 clusters Score -8495633 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -8495699.000000 Penalty: 5545.041992
	Iteration 141Q: 3 clusters Score -8495699 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8495733.000000 Penalty: 5545.041992
	Iteration 142Q: 3 clusters Score -8495733 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -8495764.000000 Penalty: 5545.041992
	Iteration 143Q: 3 clusters Score -8495764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -8495785.000000 Penalty: 5545.041992
	Iteration 144Q: 3 clusters Score -8495785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -8495810.000000 Penalty: 5545.041992
	Iteration 145Q: 3 clusters Score -8495810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -8495830.000000 Penalty: 5545.041992
	Iteration 146Q: 3 clusters Score -8495830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -8495866.000000 Penalty: 5545.041992
	Iteration 147Q: 3 clusters Score -8495866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -8495876.000000 Penalty: 5545.041992
	Iteration 148Q: 3 clusters Score -8495876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8495879.000000 Penalty: 5545.041992
	Iteration 149Q: 3 clusters Score -8495879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -8495901.000000 Penalty: 5545.041992
	Iteration 150Q: 3 clusters Score -8495901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -8495895.000000 Penalty: 5545.041992
	Iteration 151Q: 3 clusters Score -8495895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -8495908.000000 Penalty: 5545.041992
	Iteration 152Q: 3 clusters Score -8495908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8495920.000000 Penalty: 5545.041992
	Iteration 153Q: 3 clusters Score -8495920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -8495924.000000 Penalty: 5545.041992
	Iteration 154Q: 3 clusters Score -8495924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -8495923.000000 Penalty: 5545.041992
	Iteration 155Q: 3 clusters Score -8495923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -8495923.000000 Penalty: 5545.041992
	Iteration 156Q: 3 clusters Score -8495923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -8495929.000000 Penalty: 5545.041992
	Iteration 157Q: 3 clusters Score -8495929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -8495929.000000 Penalty: 5545.041992
	Iteration 158Q: 3 clusters Score -8495929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -8495940.000000 Penalty: 5545.041992
	Iteration 159Q: 3 clusters Score -8495940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -8495945.000000 Penalty: 5545.041992
	Iteration 160F: 3 clusters Score -8495945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -8495954.000000 Penalty: 5545.041992
	Iteration 161Q: 3 clusters Score -8495954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -8495950.000000 Penalty: 5545.041992
	Iteration 162Q: 3 clusters Score -8495950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -8495954.000000 Penalty: 5545.041992
	Iteration 163Q: 3 clusters Score -8495954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -8495959.000000 Penalty: 5545.041992
	Iteration 164Q: 3 clusters Score -8495959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -8495953.000000 Penalty: 5545.041992
	Iteration 165Q: 3 clusters Score -8495953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -8495949.000000 Penalty: 5545.041992
	Iteration 166Q: 3 clusters Score -8495949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -8495962.000000 Penalty: 5545.041992
	Iteration 167Q: 3 clusters Score -8495962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -8495948.000000 Penalty: 5545.041992
	Iteration 168Q: 3 clusters Score -8495948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -8495955.000000 Penalty: 5545.041992
	Iteration 169Q: 3 clusters Score -8495955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -8495954.000000 Penalty: 5545.041992
	Iteration 170Q: 3 clusters Score -8495954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -8495959.000000 Penalty: 5545.041992
	Iteration 171Q: 3 clusters Score -8495959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8495965.000000 Penalty: 5545.041992
	Iteration 172Q: 3 clusters Score -8495965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -8495966.000000 Penalty: 5545.041992
	Iteration 173Q: 3 clusters Score -8495966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -8495956.000000 Penalty: 5545.041992
	Iteration 174Q: 3 clusters Score -8495956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -8495954.000000 Penalty: 5545.041992
	Iteration 175Q: 3 clusters Score -8495954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -8495957.000000 Penalty: 5545.041992
	Iteration 176Q: 3 clusters Score -8495957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -8495959.000000 Penalty: 5545.041992
	Iteration 177Q: 3 clusters Score -8495959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -8495964.000000 Penalty: 5545.041992
	Iteration 178Q: 3 clusters Score -8495964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -8495964.000000 Penalty: 5545.041992
	Iteration 179F: 3 clusters Score -8495964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -430429.531250 Penalty: 2050.709229
	Iteration 0F: 2 clusters Score -430429.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -426643.312500 Penalty: 4101.418457
	Iteration 0F: 3 clusters Score -426643.3 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -427491.031250 Penalty: 4101.418457
	Iteration 1F: 3 clusters Score -427491 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427656.687500 Penalty: 4101.418457
	Iteration 2F: 3 clusters Score -427656.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -427763.093750 Penalty: 4101.418457
	Iteration 3Q: 3 clusters Score -427763.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -427863.250000 Penalty: 4101.418457
	Iteration 4Q: 3 clusters Score -427863.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -427948.500000 Penalty: 4101.418457
	Iteration 5Q: 3 clusters Score -427948.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -428019.156250 Penalty: 4101.418457
	Iteration 6Q: 3 clusters Score -428019.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -428105.218750 Penalty: 4101.418457
	Iteration 7Q: 3 clusters Score -428105.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -428223.156250 Penalty: 4101.418457
	Iteration 8Q: 3 clusters Score -428223.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -428325.875000 Penalty: 4101.418457
	Iteration 9Q: 3 clusters Score -428325.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -428428.781250 Penalty: 4101.418457
	Iteration 10Q: 3 clusters Score -428428.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -428527.531250 Penalty: 4101.418457
	Iteration 11Q: 3 clusters Score -428527.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -428629.531250 Penalty: 4101.418457
	Iteration 12Q: 3 clusters Score -428629.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -428715.781250 Penalty: 4101.418457
	Iteration 13Q: 3 clusters Score -428715.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -428767.906250 Penalty: 4101.418457
	Iteration 14Q: 3 clusters Score -428767.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -428814.250000 Penalty: 4101.418457
	Iteration 15Q: 3 clusters Score -428814.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -428854.156250 Penalty: 4101.418457
	Iteration 16Q: 3 clusters Score -428854.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -428888.312500 Penalty: 4101.418457
	Iteration 17Q: 3 clusters Score -428888.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -428909.468750 Penalty: 4101.418457
	Iteration 18Q: 3 clusters Score -428909.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -428924.031250 Penalty: 4101.418457
	Iteration 19Q: 3 clusters Score -428924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -428941.281250 Penalty: 4101.418457
	Iteration 20F: 3 clusters Score -428941.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -428956.281250 Penalty: 4101.418457
	Iteration 21Q: 3 clusters Score -428956.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -428963.468750 Penalty: 4101.418457
	Iteration 22Q: 3 clusters Score -428963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -428969.375000 Penalty: 4101.418457
	Iteration 23Q: 3 clusters Score -428969.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -428978.531250 Penalty: 4101.418457
	Iteration 24Q: 3 clusters Score -428978.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -428986.156250 Penalty: 4101.418457
	Iteration 25Q: 3 clusters Score -428986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -428991.500000 Penalty: 4101.418457
	Iteration 26Q: 3 clusters Score -428991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -428995.218750 Penalty: 4101.418457
	Iteration 27Q: 3 clusters Score -428995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428996.250000 Penalty: 4101.418457
	Iteration 28Q: 3 clusters Score -428996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428996.250000 Penalty: 4101.418457
	Iteration 29F: 3 clusters Score -428996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -44629.136719 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -44629.14 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 200 members 
Entering Unmasked Estep 
Score: -43167.226562 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -43167.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43306.996094 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -43307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43342.820312 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -43342.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43358.671875 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -43358.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43365.546875 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -43365.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43374.269531 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -43374.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43376.078125 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -43376.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43376.078125 Penalty: 2998.322754
	Iteration 7F: 3 clusters Score -43376.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48866.429688 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48866.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49106.445312 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49106.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49198.378906 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49198.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49235.246094 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49235.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49248.632812 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49248.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49256.675781 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49256.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49264.785156 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49264.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49266.253906 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49266.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49268.269531 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49268.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49271.640625 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49271.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49278.046875 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49278.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49278.847656 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -49278.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49278.847656 Penalty: 3090.318848
	Iteration 12F: 3 clusters Score -49278.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -346356.187500 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -346356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -342998.500000 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -342998.5 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -343672.875000 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -343672.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -343840.468750 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -343840.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -343925.750000 Penalty: 4001.772461
	Iteration 3Q: 3 clusters Score -343925.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -343987.656250 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -343987.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -344047.250000 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -344047.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -344110.812500 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -344110.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -344163.312500 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -344163.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -344225.468750 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -344225.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -344282.312500 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -344282.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -344355.125000 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -344355.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -344456.843750 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -344456.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -344589.937500 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -344589.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -344758.281250 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -344758.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -344923.906250 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -344923.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -345072.906250 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -345072.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -345177.250000 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -345177.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -345258.687500 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -345258.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -345319.218750 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -345319.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -345354.437500 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -345354.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -345369.593750 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -345369.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -345377.750000 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -345377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -345384.562500 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -345384.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -345389.875000 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -345389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -345391.531250 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -345391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -345393.281250 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -345393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -345393.875000 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -345393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -345395.812500 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -345395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -345396.593750 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -345396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -345398.593750 Penalty: 4001.772461
	Iteration 29Q: 3 clusters Score -345398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345400.312500 Penalty: 4001.772461
	Iteration 30Q: 3 clusters Score -345400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345401.375000 Penalty: 4001.772461
	Iteration 31Q: 3 clusters Score -345401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -345402.000000 Penalty: 4001.772461
	Iteration 32Q: 3 clusters Score -345402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345402.312500 Penalty: 4001.772461
	Iteration 33Q: 3 clusters Score -345402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -345403.218750 Penalty: 4001.772461
	Iteration 34Q: 3 clusters Score -345403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -345403.218750 Penalty: 4001.772461
	Iteration 35Q: 3 clusters Score -345403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -345403.218750 Penalty: 4001.772461
	Iteration 36F: 3 clusters Score -345403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 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 379 members 
Entering Unmasked Estep 
Score: -78870.273438 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78870.27 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79225.351562 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79225.35 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79449.500000 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79449.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79605.984375 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -79605.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79693.679688 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79693.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79745.367188 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79745.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79778.757812 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79778.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79812.851562 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -79812.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79836.101562 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -79836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79859.765625 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -79859.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79862.078125 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -79862.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79862.078125 Penalty: 3323.562744
	Iteration 11F: 3 clusters Score -79862.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -27269.779297 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -27269.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26010.697266 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -26010.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26174.164062 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -26174.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26336.951172 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -26336.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26399.781250 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -26399.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26415.349609 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -26415.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26432.539062 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -26432.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26436.197266 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -26436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26438.759766 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -26438.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26438.759766 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -26438.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32510.115234 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32510.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32645.726562 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32645.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32676.976562 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32676.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32689.025391 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32689.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32707.289062 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32707.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32724.306641 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32724.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32742.917969 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32742.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32776.660156 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -32776.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32883.449219 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -32883.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33024.855469 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -33024.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33103.222656 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -33103.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33142.507812 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -33142.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33155.414062 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -33155.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33165.203125 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -33165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33165.203125 Penalty: 2911.171387
	Iteration 14F: 3 clusters Score -33165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (94165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Entering Unmasked Estep 
Score: -11151434.000000 Penalty: 2840.295410
	Iteration 0F: 2 clusters Score -1.115143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -11088595.000000 Penalty: 5680.590820
	Iteration 0F: 3 clusters Score -1.10886e+07 nChanged 44497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -11113735.000000 Penalty: 5680.590820
	Iteration 1F: 3 clusters Score -1.111374e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -11114431.000000 Penalty: 5680.590820
	Iteration 2Q: 3 clusters Score -1.111443e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -11115320.000000 Penalty: 5680.590820
	Iteration 3Q: 3 clusters Score -1.111532e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -11116395.000000 Penalty: 5680.590820
	Iteration 4Q: 3 clusters Score -1.11164e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -11117901.000000 Penalty: 5680.590820
	Iteration 5Q: 3 clusters Score -1.11179e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -11119958.000000 Penalty: 5680.590820
	Iteration 6Q: 3 clusters Score -1.111996e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -11122880.000000 Penalty: 5680.590820
	Iteration 7Q: 3 clusters Score -1.112288e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -11126652.000000 Penalty: 5680.590820
	Iteration 8F: 3 clusters Score -1.112665e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -11130831.000000 Penalty: 5680.590820
	Iteration 9F: 3 clusters Score -1.113083e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -11134386.000000 Penalty: 5680.590820
	Iteration 10F: 3 clusters Score -1.113439e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -11136463.000000 Penalty: 5680.590820
	Iteration 11Q: 3 clusters Score -1.113646e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -11137361.000000 Penalty: 5680.590820
	Iteration 12Q: 3 clusters Score -1.113736e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -11137720.000000 Penalty: 5680.590820
	Iteration 13Q: 3 clusters Score -1.113772e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -11137852.000000 Penalty: 5680.590820
	Iteration 14Q: 3 clusters Score -1.113785e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -11138006.000000 Penalty: 5680.590820
	Iteration 15Q: 3 clusters Score -1.113801e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -11138140.000000 Penalty: 5680.590820
	Iteration 16Q: 3 clusters Score -1.113814e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -11138200.000000 Penalty: 5680.590820
	Iteration 17Q: 3 clusters Score -1.11382e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -11138297.000000 Penalty: 5680.590820
	Iteration 18Q: 3 clusters Score -1.11383e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -11138373.000000 Penalty: 5680.590820
	Iteration 19Q: 3 clusters Score -1.113837e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -11138441.000000 Penalty: 5680.590820
	Iteration 20F: 3 clusters Score -1.113844e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -11138566.000000 Penalty: 5680.590820
	Iteration 21Q: 3 clusters Score -1.113857e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -11138675.000000 Penalty: 5680.590820
	Iteration 22Q: 3 clusters Score -1.113868e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -11138715.000000 Penalty: 5680.590820
	Iteration 23Q: 3 clusters Score -1.113872e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -11138855.000000 Penalty: 5680.590820
	Iteration 24Q: 3 clusters Score -1.113886e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -11138873.000000 Penalty: 5680.590820
	Iteration 25Q: 3 clusters Score -1.113887e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -11138980.000000 Penalty: 5680.590820
	Iteration 26Q: 3 clusters Score -1.113898e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -11139031.000000 Penalty: 5680.590820
	Iteration 27Q: 3 clusters Score -1.113903e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -11139156.000000 Penalty: 5680.590820
	Iteration 28Q: 3 clusters Score -1.113916e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -11139229.000000 Penalty: 5680.590820
	Iteration 29Q: 3 clusters Score -1.113923e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -11139369.000000 Penalty: 5680.590820
	Iteration 30Q: 3 clusters Score -1.113937e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -11139495.000000 Penalty: 5680.590820
	Iteration 31Q: 3 clusters Score -1.11395e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -11139633.000000 Penalty: 5680.590820
	Iteration 32Q: 3 clusters Score -1.113963e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -11139726.000000 Penalty: 5680.590820
	Iteration 33Q: 3 clusters Score -1.113973e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -11139873.000000 Penalty: 5680.590820
	Iteration 34Q: 3 clusters Score -1.113987e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -11139993.000000 Penalty: 5680.590820
	Iteration 35Q: 3 clusters Score -1.113999e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -11140126.000000 Penalty: 5680.590820
	Iteration 36Q: 3 clusters Score -1.114013e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -11140367.000000 Penalty: 5680.590820
	Iteration 37Q: 3 clusters Score -1.114037e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -11140516.000000 Penalty: 5680.590820
	Iteration 38Q: 3 clusters Score -1.114052e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -11140771.000000 Penalty: 5680.590820
	Iteration 39Q: 3 clusters Score -1.114077e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -11141112.000000 Penalty: 5680.590820
	Iteration 40F: 3 clusters Score -1.114111e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -11141426.000000 Penalty: 5680.590820
	Iteration 41Q: 3 clusters Score -1.114143e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -11141811.000000 Penalty: 5680.590820
	Iteration 42Q: 3 clusters Score -1.114181e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -11142256.000000 Penalty: 5680.590820
	Iteration 43Q: 3 clusters Score -1.114226e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -11142750.000000 Penalty: 5680.590820
	Iteration 44Q: 3 clusters Score -1.114275e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -11143266.000000 Penalty: 5680.590820
	Iteration 45Q: 3 clusters Score -1.114327e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -11143725.000000 Penalty: 5680.590820
	Iteration 46Q: 3 clusters Score -1.114372e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -11144230.000000 Penalty: 5680.590820
	Iteration 47Q: 3 clusters Score -1.114423e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -11144731.000000 Penalty: 5680.590820
	Iteration 48Q: 3 clusters Score -1.114473e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -11145251.000000 Penalty: 5680.590820
	Iteration 49Q: 3 clusters Score -1.114525e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -11145743.000000 Penalty: 5680.590820
	Iteration 50Q: 3 clusters Score -1.114574e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -11146197.000000 Penalty: 5680.590820
	Iteration 51Q: 3 clusters Score -1.11462e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -11146647.000000 Penalty: 5680.590820
	Iteration 52Q: 3 clusters Score -1.114665e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -11147090.000000 Penalty: 5680.590820
	Iteration 53Q: 3 clusters Score -1.114709e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -11147435.000000 Penalty: 5680.590820
	Iteration 54Q: 3 clusters Score -1.114744e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -11147756.000000 Penalty: 5680.590820
	Iteration 55Q: 3 clusters Score -1.114776e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -11147962.000000 Penalty: 5680.590820
	Iteration 56Q: 3 clusters Score -1.114796e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -11148132.000000 Penalty: 5680.590820
	Iteration 57Q: 3 clusters Score -1.114813e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -11148277.000000 Penalty: 5680.590820
	Iteration 58Q: 3 clusters Score -1.114828e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11148421.000000 Penalty: 5680.590820
	Iteration 59Q: 3 clusters Score -1.114842e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -11148531.000000 Penalty: 5680.590820
	Iteration 60F: 3 clusters Score -1.114853e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11148623.000000 Penalty: 5680.590820
	Iteration 61Q: 3 clusters Score -1.114862e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11148704.000000 Penalty: 5680.590820
	Iteration 62Q: 3 clusters Score -1.11487e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11148792.000000 Penalty: 5680.590820
	Iteration 63Q: 3 clusters Score -1.114879e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11148823.000000 Penalty: 5680.590820
	Iteration 64Q: 3 clusters Score -1.114882e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11148844.000000 Penalty: 5680.590820
	Iteration 65Q: 3 clusters Score -1.114884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11148870.000000 Penalty: 5680.590820
	Iteration 66Q: 3 clusters Score -1.114887e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11148910.000000 Penalty: 5680.590820
	Iteration 67Q: 3 clusters Score -1.114891e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11148950.000000 Penalty: 5680.590820
	Iteration 68Q: 3 clusters Score -1.114895e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11148963.000000 Penalty: 5680.590820
	Iteration 69Q: 3 clusters Score -1.114896e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -11148965.000000 Penalty: 5680.590820
	Iteration 70Q: 3 clusters Score -1.114896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11148990.000000 Penalty: 5680.590820
	Iteration 71Q: 3 clusters Score -1.114899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11149013.000000 Penalty: 5680.590820
	Iteration 72Q: 3 clusters Score -1.114901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11149038.000000 Penalty: 5680.590820
	Iteration 73Q: 3 clusters Score -1.114904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11149047.000000 Penalty: 5680.590820
	Iteration 74Q: 3 clusters Score -1.114905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11149071.000000 Penalty: 5680.590820
	Iteration 75Q: 3 clusters Score -1.114907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -11149076.000000 Penalty: 5680.590820
	Iteration 76Q: 3 clusters Score -1.114908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11149071.000000 Penalty: 5680.590820
	Iteration 77Q: 3 clusters Score -1.114907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11149073.000000 Penalty: 5680.590820
	Iteration 78Q: 3 clusters Score -1.114907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11149081.000000 Penalty: 5680.590820
	Iteration 79Q: 3 clusters Score -1.114908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11149081.000000 Penalty: 5680.590820
	Iteration 80F: 3 clusters Score -1.114908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11149084.000000 Penalty: 5680.590820
	Iteration 81Q: 3 clusters Score -1.114908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11149089.000000 Penalty: 5680.590820
	Iteration 82Q: 3 clusters Score -1.114909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11149087.000000 Penalty: 5680.590820
	Iteration 83Q: 3 clusters Score -1.114909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11149088.000000 Penalty: 5680.590820
	Iteration 84Q: 3 clusters Score -1.114909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11149084.000000 Penalty: 5680.590820
	Iteration 85Q: 3 clusters Score -1.114908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11149088.000000 Penalty: 5680.590820
	Iteration 86Q: 3 clusters Score -1.114909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11149088.000000 Penalty: 5680.590820
	Iteration 87Q: 3 clusters Score -1.114909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11149088.000000 Penalty: 5680.590820
	Iteration 88F: 3 clusters Score -1.114909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130853.585938 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130853.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131154.890625 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131154.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131282.812500 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131282.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -131386.937500 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131386.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131457.062500 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131457.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -131512.703125 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131512.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131544.421875 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131562.703125 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131589.656250 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131589.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -131618.515625 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131635.375000 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131652.906250 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131652.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131675.312500 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131687.046875 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -131699.593750 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -131699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131709.296875 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -131709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -131712.953125 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -131713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131718.281250 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -131718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131720.640625 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -131720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131726.031250 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -131726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131729.765625 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -131729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131731.750000 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -131731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -131732.921875 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -131732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131733.328125 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -131733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -131733.328125 Penalty: 3498.578369
	Iteration 24F: 3 clusters Score -131733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -160579.812500 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -160579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158295.328125 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -158295.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -158712.640625 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -158712.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158839.625000 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -158839.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158901.375000 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -158901.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158957.390625 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -158957.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -159010.593750 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -159010.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159057.203125 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -159057.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159094.421875 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -159094.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159127.750000 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -159127.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159159.234375 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -159159.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -159198.421875 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -159198.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159229.843750 Penalty: 3607.798096
	Iteration 11Q: 3 clusters Score -159229.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159264.750000 Penalty: 3607.798096
	Iteration 12Q: 3 clusters Score -159264.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -159287.765625 Penalty: 3607.798096
	Iteration 13Q: 3 clusters Score -159287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -159309.859375 Penalty: 3607.798096
	Iteration 14Q: 3 clusters Score -159309.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -159322.875000 Penalty: 3607.798096
	Iteration 15Q: 3 clusters Score -159322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159327.812500 Penalty: 3607.798096
	Iteration 16Q: 3 clusters Score -159327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -159337.015625 Penalty: 3607.798096
	Iteration 17Q: 3 clusters Score -159337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -159339.734375 Penalty: 3607.798096
	Iteration 18Q: 3 clusters Score -159339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -159343.875000 Penalty: 3607.798096
	Iteration 19Q: 3 clusters Score -159343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -159351.250000 Penalty: 3607.798096
	Iteration 20F: 3 clusters Score -159351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -159358.250000 Penalty: 3607.798096
	Iteration 21Q: 3 clusters Score -159358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -159369.671875 Penalty: 3607.798096
	Iteration 22Q: 3 clusters Score -159369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159381.750000 Penalty: 3607.798096
	Iteration 23Q: 3 clusters Score -159381.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159398.296875 Penalty: 3607.798096
	Iteration 24Q: 3 clusters Score -159398.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159421.484375 Penalty: 3607.798096
	Iteration 25Q: 3 clusters Score -159421.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -159445.250000 Penalty: 3607.798096
	Iteration 26Q: 3 clusters Score -159445.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159475.250000 Penalty: 3607.798096
	Iteration 27Q: 3 clusters Score -159475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -159488.921875 Penalty: 3607.798096
	Iteration 28Q: 3 clusters Score -159488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159498.531250 Penalty: 3607.798096
	Iteration 29Q: 3 clusters Score -159498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -159509.234375 Penalty: 3607.798096
	Iteration 30Q: 3 clusters Score -159509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159517.828125 Penalty: 3607.798096
	Iteration 31Q: 3 clusters Score -159517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159527.875000 Penalty: 3607.798096
	Iteration 32Q: 3 clusters Score -159527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159537.875000 Penalty: 3607.798096
	Iteration 33Q: 3 clusters Score -159537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159540.750000 Penalty: 3607.798096
	Iteration 34Q: 3 clusters Score -159540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159544.781250 Penalty: 3607.798096
	Iteration 35Q: 3 clusters Score -159544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159547.765625 Penalty: 3607.798096
	Iteration 36Q: 3 clusters Score -159547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159551.062500 Penalty: 3607.798096
	Iteration 37Q: 3 clusters Score -159551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159553.046875 Penalty: 3607.798096
	Iteration 38Q: 3 clusters Score -159553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159557.640625 Penalty: 3607.798096
	Iteration 39Q: 3 clusters Score -159557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159566.453125 Penalty: 3607.798096
	Iteration 40F: 3 clusters Score -159566.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -159572.687500 Penalty: 3607.798096
	Iteration 41Q: 3 clusters Score -159572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159576.203125 Penalty: 3607.798096
	Iteration 42Q: 3 clusters Score -159576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159578.140625 Penalty: 3607.798096
	Iteration 43Q: 3 clusters Score -159578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -159579.750000 Penalty: 3607.798096
	Iteration 44Q: 3 clusters Score -159579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159583.265625 Penalty: 3607.798096
	Iteration 45Q: 3 clusters Score -159583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159586.703125 Penalty: 3607.798096
	Iteration 46Q: 3 clusters Score -159586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -159592.078125 Penalty: 3607.798096
	Iteration 47Q: 3 clusters Score -159592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159594.718750 Penalty: 3607.798096
	Iteration 48Q: 3 clusters Score -159594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159596.390625 Penalty: 3607.798096
	Iteration 49Q: 3 clusters Score -159596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159597.328125 Penalty: 3607.798096
	Iteration 50Q: 3 clusters Score -159597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -159597.328125 Penalty: 3607.798096
	Iteration 51F: 3 clusters Score -159597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 294 members 
Entering Unmasked Estep 
Score: -56849.578125 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56849.58 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57051.683594 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57051.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57122.402344 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57148.617188 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57148.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57171.281250 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57171.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57194.804688 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57210.789062 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57210.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57214.011719 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57214.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57214.648438 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57214.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57214.648438 Penalty: 3151.767578
	Iteration 9F: 3 clusters Score -57214.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 174795 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12591 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 56932 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 48899 members 
Mstep: Class 9 contains 226847 members 
Mstep: Class 10 contains 18428 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 269523 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50805 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85586 members 
Mstep: Class 17 contains 179409 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70530 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29108 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49622 members 
Mstep: Class 24 contains 71648 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94165 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009552.000000 Penalty: 124057.148438
Iteration 439Q: 36 clusters Score -1.840096e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 174910 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12598 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 56958 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 48927 members 
Mstep: Class 9 contains 226908 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 269104 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50825 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85612 members 
Mstep: Class 17 contains 179468 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 70509 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29126 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49646 members 
Mstep: Class 24 contains 71678 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94199 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009472.000000 Penalty: 124057.148438
Iteration 440F: 36 clusters Score -1.840095e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 175060 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 56968 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 48957 members 
Mstep: Class 9 contains 226985 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 268669 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50839 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 85639 members 
Mstep: Class 17 contains 179527 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 70487 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29141 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49659 members 
Mstep: Class 24 contains 71712 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94233 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009008.000000 Penalty: 124057.148438
Iteration 441Q: 36 clusters Score -1.84009e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 175187 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57000 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 48978 members 
Mstep: Class 9 contains 227083 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 268177 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50852 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 85669 members 
Mstep: Class 17 contains 179594 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 70466 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29164 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49680 members 
Mstep: Class 24 contains 71746 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3189 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94272 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008672.000000 Penalty: 124057.148438
Iteration 442Q: 36 clusters Score -1.840087e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 175319 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12601 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57021 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49016 members 
Mstep: Class 9 contains 227148 members 
Mstep: Class 10 contains 18428 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 267698 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50859 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 85688 members 
Mstep: Class 17 contains 179659 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 70441 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29201 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49686 members 
Mstep: Class 24 contains 71790 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3188 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94331 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008576.000000 Penalty: 124057.148438
Iteration 443Q: 36 clusters Score -1.840086e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 175461 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57048 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49049 members 
Mstep: Class 9 contains 227215 members 
Mstep: Class 10 contains 18428 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 267222 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50866 members 
Mstep: Class 15 contains 82901 members 
Mstep: Class 16 contains 85726 members 
Mstep: Class 17 contains 179708 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 70405 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29231 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49713 members 
Mstep: Class 24 contains 71830 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3186 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94375 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008272.000000 Penalty: 124057.148438
Iteration 444Q: 36 clusters Score -1.840083e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 175596 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12610 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57072 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 49070 members 
Mstep: Class 9 contains 227300 members 
Mstep: Class 10 contains 18426 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 266724 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50876 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 85766 members 
Mstep: Class 17 contains 179772 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70380 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29269 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49727 members 
Mstep: Class 24 contains 71865 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94423 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008272.000000 Penalty: 124057.148438
Iteration 445Q: 36 clusters Score -1.840083e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 175726 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57093 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49097 members 
Mstep: Class 9 contains 227392 members 
Mstep: Class 10 contains 18427 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 266209 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50896 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 85797 members 
Mstep: Class 17 contains 179848 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70353 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29321 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49744 members 
Mstep: Class 24 contains 71897 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94465 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008432.000000 Penalty: 124057.148438
Iteration 446Q: 36 clusters Score -1.840084e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 175842 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12614 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57122 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 49120 members 
Mstep: Class 9 contains 227459 members 
Mstep: Class 10 contains 18429 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 265701 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50918 members 
Mstep: Class 15 contains 82902 members 
Mstep: Class 16 contains 85836 members 
Mstep: Class 17 contains 179943 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70324 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29365 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49756 members 
Mstep: Class 24 contains 71932 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94517 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008288.000000 Penalty: 124057.148438
Iteration 447Q: 36 clusters Score -1.840083e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 175956 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57139 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 49144 members 
Mstep: Class 9 contains 227526 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 265175 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50935 members 
Mstep: Class 15 contains 82899 members 
Mstep: Class 16 contains 85871 members 
Mstep: Class 17 contains 180058 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70288 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29406 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49786 members 
Mstep: Class 24 contains 71975 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94560 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008336.000000 Penalty: 124057.148438
Iteration 448Q: 36 clusters Score -1.840083e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 176091 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12619 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57152 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 49158 members 
Mstep: Class 9 contains 227604 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 264653 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50954 members 
Mstep: Class 15 contains 82897 members 
Mstep: Class 16 contains 85896 members 
Mstep: Class 17 contains 180162 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70266 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29442 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49827 members 
Mstep: Class 24 contains 72015 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94606 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008272.000000 Penalty: 124057.148438
Iteration 449Q: 36 clusters Score -1.840083e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 176251 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57179 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 49173 members 
Mstep: Class 9 contains 227654 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 264186 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50973 members 
Mstep: Class 15 contains 82895 members 
Mstep: Class 16 contains 85930 members 
Mstep: Class 17 contains 180235 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 70232 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29477 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49852 members 
Mstep: Class 24 contains 72051 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3186 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94639 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008128.000000 Penalty: 124057.148438
Iteration 450Q: 36 clusters Score -1.840081e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 176362 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12623 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57205 members 
Mstep: Class 7 contains 8214 members 
Mstep: Class 8 contains 49189 members 
Mstep: Class 9 contains 227731 members 
Mstep: Class 10 contains 18436 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 263687 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50993 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85957 members 
Mstep: Class 17 contains 180335 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 70206 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29512 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49871 members 
Mstep: Class 24 contains 72094 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94688 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007744.000000 Penalty: 124057.148438
Iteration 451Q: 36 clusters Score -1.840077e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 176478 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57236 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 49218 members 
Mstep: Class 9 contains 227805 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 263183 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50992 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 85988 members 
Mstep: Class 17 contains 180429 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70189 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29548 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49890 members 
Mstep: Class 24 contains 72133 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94731 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007664.000000 Penalty: 124057.148438
Iteration 452Q: 36 clusters Score -1.840077e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 176605 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12630 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57265 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 49237 members 
Mstep: Class 9 contains 227889 members 
Mstep: Class 10 contains 18433 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 262670 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 50997 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 86034 members 
Mstep: Class 17 contains 180518 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70170 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29579 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49901 members 
Mstep: Class 24 contains 72173 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94778 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007744.000000 Penalty: 124057.148438
Iteration 453Q: 36 clusters Score -1.840077e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 176712 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 12633 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57295 members 
Mstep: Class 7 contains 8215 members 
Mstep: Class 8 contains 49255 members 
Mstep: Class 9 contains 227975 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 262222 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51012 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 86072 members 
Mstep: Class 17 contains 180587 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70145 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29607 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49909 members 
Mstep: Class 24 contains 72204 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94813 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007840.000000 Penalty: 124057.148438
Iteration 454Q: 36 clusters Score -1.840078e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 176801 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57321 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 49286 members 
Mstep: Class 9 contains 228065 members 
Mstep: Class 10 contains 18440 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 261788 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51026 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 86107 members 
Mstep: Class 17 contains 180641 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70121 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29639 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49918 members 
Mstep: Class 24 contains 72239 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94852 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007424.000000 Penalty: 124057.148438
Iteration 455Q: 36 clusters Score -1.840074e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 176919 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 57338 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 49316 members 
Mstep: Class 9 contains 228123 members 
Mstep: Class 10 contains 18442 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 261346 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51042 members 
Mstep: Class 15 contains 82890 members 
Mstep: Class 16 contains 86151 members 
Mstep: Class 17 contains 180718 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70100 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29673 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49931 members 
Mstep: Class 24 contains 72259 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94892 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007568.000000 Penalty: 124057.148438
Iteration 456Q: 36 clusters Score -1.840076e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 177054 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12641 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57365 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 49343 members 
Mstep: Class 9 contains 228166 members 
Mstep: Class 10 contains 18447 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 260876 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51050 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 86189 members 
Mstep: Class 17 contains 180796 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 70089 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29709 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49952 members 
Mstep: Class 24 contains 72290 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94919 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007360.000000 Penalty: 124057.148438
Iteration 457Q: 36 clusters Score -1.840074e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 177172 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12642 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57389 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 49366 members 
Mstep: Class 9 contains 228205 members 
Mstep: Class 10 contains 18451 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 260454 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51070 members 
Mstep: Class 15 contains 82890 members 
Mstep: Class 16 contains 86209 members 
Mstep: Class 17 contains 180875 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70063 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29752 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49967 members 
Mstep: Class 24 contains 72322 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94948 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007488.000000 Penalty: 124057.148438
Iteration 458Q: 36 clusters Score -1.840075e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 177276 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12641 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57413 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 49382 members 
Mstep: Class 9 contains 228241 members 
Mstep: Class 10 contains 18453 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 260035 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51081 members 
Mstep: Class 15 contains 82892 members 
Mstep: Class 16 contains 86252 members 
Mstep: Class 17 contains 180960 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70044 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29790 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 49988 members 
Mstep: Class 24 contains 72350 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 94981 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007712.000000 Penalty: 124057.148438
Iteration 459Q: 36 clusters Score -1.840077e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 177379 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12642 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57429 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 49404 members 
Mstep: Class 9 contains 228282 members 
Mstep: Class 10 contains 18453 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 259600 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51090 members 
Mstep: Class 15 contains 82894 members 
Mstep: Class 16 contains 86294 members 
Mstep: Class 17 contains 181058 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70024 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29837 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50001 members 
Mstep: Class 24 contains 72383 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95012 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007344.000000 Penalty: 124057.148438
Iteration 460F: 36 clusters Score -1.840073e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 177474 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12644 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 57447 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 49425 members 
Mstep: Class 9 contains 228356 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 259165 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51105 members 
Mstep: Class 15 contains 82893 members 
Mstep: Class 16 contains 86331 members 
Mstep: Class 17 contains 181135 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 70005 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29877 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50023 members 
Mstep: Class 24 contains 72415 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95027 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007152.000000 Penalty: 124057.148438
Iteration 461Q: 36 clusters Score -1.840072e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 177585 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 57459 members 
Mstep: Class 7 contains 8207 members 
Mstep: Class 8 contains 49443 members 
Mstep: Class 9 contains 228431 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 258728 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51120 members 
Mstep: Class 15 contains 82891 members 
Mstep: Class 16 contains 86365 members 
Mstep: Class 17 contains 181217 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69982 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29914 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50048 members 
Mstep: Class 24 contains 72443 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95041 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007296.000000 Penalty: 124057.148438
Iteration 462Q: 36 clusters Score -1.840073e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 177691 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 57471 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 49467 members 
Mstep: Class 9 contains 228514 members 
Mstep: Class 10 contains 18455 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 258258 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51137 members 
Mstep: Class 15 contains 82891 members 
Mstep: Class 16 contains 86399 members 
Mstep: Class 17 contains 181306 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69964 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29955 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50065 members 
Mstep: Class 24 contains 72475 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95068 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007264.000000 Penalty: 124057.148438
Iteration 463Q: 36 clusters Score -1.840073e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 177845 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12660 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 57492 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 49488 members 
Mstep: Class 9 contains 228580 members 
Mstep: Class 10 contains 18455 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 257785 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51146 members 
Mstep: Class 15 contains 82889 members 
Mstep: Class 16 contains 86444 members 
Mstep: Class 17 contains 181383 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69932 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 29986 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50083 members 
Mstep: Class 24 contains 72500 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95095 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007008.000000 Penalty: 124057.148438
Iteration 464Q: 36 clusters Score -1.84007e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 178005 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12667 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 57512 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 49515 members 
Mstep: Class 9 contains 228662 members 
Mstep: Class 10 contains 18458 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 257309 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51163 members 
Mstep: Class 15 contains 82888 members 
Mstep: Class 16 contains 86481 members 
Mstep: Class 17 contains 181423 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69911 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30015 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 72518 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95139 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006880.000000 Penalty: 124057.148438
Iteration 465Q: 36 clusters Score -1.840069e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 178157 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 57528 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 49540 members 
Mstep: Class 9 contains 228742 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 256796 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51180 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 86540 members 
Mstep: Class 17 contains 181485 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69893 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30038 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50092 members 
Mstep: Class 24 contains 72551 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95186 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006448.000000 Penalty: 124057.148438
Iteration 466Q: 36 clusters Score -1.840064e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 178285 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12676 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 57558 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49572 members 
Mstep: Class 9 contains 228817 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 256262 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51197 members 
Mstep: Class 15 contains 82885 members 
Mstep: Class 16 contains 86584 members 
Mstep: Class 17 contains 181550 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69883 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30063 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50104 members 
Mstep: Class 24 contains 72597 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95240 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006416.000000 Penalty: 124057.148438
Iteration 467Q: 36 clusters Score -1.840064e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 178392 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 57586 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49598 members 
Mstep: Class 9 contains 228881 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 255788 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51215 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 86632 members 
Mstep: Class 17 contains 181642 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69852 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30096 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50115 members 
Mstep: Class 24 contains 72620 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95292 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006464.000000 Penalty: 124057.148438
Iteration 468Q: 36 clusters Score -1.840065e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 178484 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12685 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 57614 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 49628 members 
Mstep: Class 9 contains 228951 members 
Mstep: Class 10 contains 18474 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 255327 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51236 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 86671 members 
Mstep: Class 17 contains 181709 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69829 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30124 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50132 members 
Mstep: Class 24 contains 72649 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95351 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006208.000000 Penalty: 124057.148438
Iteration 469Q: 36 clusters Score -1.840062e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 178565 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 12687 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57636 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 49663 members 
Mstep: Class 9 contains 229033 members 
Mstep: Class 10 contains 18475 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 254854 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51254 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 86715 members 
Mstep: Class 17 contains 181760 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 69811 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30157 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50161 members 
Mstep: Class 24 contains 72676 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3186 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95413 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006096.000000 Penalty: 124057.148438
Iteration 470Q: 36 clusters Score -1.840061e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 178639 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12695 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57669 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 49695 members 
Mstep: Class 9 contains 229105 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 254364 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51288 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 86760 members 
Mstep: Class 17 contains 181814 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69793 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30180 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50179 members 
Mstep: Class 24 contains 72701 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95491 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006112.000000 Penalty: 124057.148438
Iteration 471Q: 36 clusters Score -1.840061e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 178712 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12693 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57697 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 49733 members 
Mstep: Class 9 contains 229189 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 253844 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51316 members 
Mstep: Class 15 contains 82888 members 
Mstep: Class 16 contains 86812 members 
Mstep: Class 17 contains 181878 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69772 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30220 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50197 members 
Mstep: Class 24 contains 72736 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95557 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005936.000000 Penalty: 124057.148438
Iteration 472Q: 36 clusters Score -1.840059e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 178811 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12693 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57732 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 49756 members 
Mstep: Class 9 contains 229282 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 253305 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51330 members 
Mstep: Class 15 contains 82887 members 
Mstep: Class 16 contains 86859 members 
Mstep: Class 17 contains 181931 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69747 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30254 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50228 members 
Mstep: Class 24 contains 72787 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95632 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005600.000000 Penalty: 124057.148438
Iteration 473Q: 36 clusters Score -1.840056e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 178892 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12697 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 57757 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 49790 members 
Mstep: Class 9 contains 229377 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 252778 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51362 members 
Mstep: Class 15 contains 82887 members 
Mstep: Class 16 contains 86915 members 
Mstep: Class 17 contains 181987 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69735 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30283 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50245 members 
Mstep: Class 24 contains 72838 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95690 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005552.000000 Penalty: 124057.148438
Iteration 474Q: 36 clusters Score -1.840056e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 178997 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12694 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 57787 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 49825 members 
Mstep: Class 9 contains 229471 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 252244 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51386 members 
Mstep: Class 15 contains 82886 members 
Mstep: Class 16 contains 86971 members 
Mstep: Class 17 contains 182037 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 69714 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30307 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50280 members 
Mstep: Class 24 contains 72884 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95758 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005440.000000 Penalty: 124057.148438
Iteration 475Q: 36 clusters Score -1.840054e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 179120 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12696 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 6 contains 57817 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 49852 members 
Mstep: Class 9 contains 229552 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 251711 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51403 members 
Mstep: Class 15 contains 82887 members 
Mstep: Class 16 contains 87014 members 
Mstep: Class 17 contains 182093 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 69695 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30332 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 72929 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3183 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95841 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005152.000000 Penalty: 124057.148438
Iteration 476Q: 36 clusters Score -1.840052e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 179223 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12698 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57855 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 49884 members 
Mstep: Class 9 contains 229629 members 
Mstep: Class 10 contains 18474 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 251183 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51418 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 87074 members 
Mstep: Class 17 contains 182147 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69674 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30351 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50345 members 
Mstep: Class 24 contains 72973 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95926 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004960.000000 Penalty: 124057.148438
Iteration 477Q: 36 clusters Score -1.84005e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 179321 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57883 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49918 members 
Mstep: Class 9 contains 229704 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 250698 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51432 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 87130 members 
Mstep: Class 17 contains 182202 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69646 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30367 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50378 members 
Mstep: Class 24 contains 73012 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 95995 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004976.000000 Penalty: 124057.148438
Iteration 478Q: 36 clusters Score -1.84005e+08 nChanged 807
Entering ConstructFrom: 
Score: -184004976.000000 Penalty: 124057.148438
Entering ConstructFrom: 
Trying to split cluster 1 (47684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Entering Unmasked Estep 
Score: -5630856.500000 Penalty: 2671.543213
	Iteration 0F: 2 clusters Score -5630856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5598629.000000 Penalty: 5343.086426
	Iteration 0F: 3 clusters Score -5598629 nChanged 22073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5610845.000000 Penalty: 5343.086426
	Iteration 1F: 3 clusters Score -5610845 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5611393.500000 Penalty: 5343.086426
	Iteration 2Q: 3 clusters Score -5611394 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -5611901.000000 Penalty: 5343.086426
	Iteration 3Q: 3 clusters Score -5611901 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5612530.000000 Penalty: 5343.086426
	Iteration 4Q: 3 clusters Score -5612530 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5613201.000000 Penalty: 5343.086426
	Iteration 5Q: 3 clusters Score -5613201 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5614024.500000 Penalty: 5343.086426
	Iteration 6Q: 3 clusters Score -5614024 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5615210.000000 Penalty: 5343.086426
	Iteration 7F: 3 clusters Score -5615210 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -5616856.500000 Penalty: 5343.086426
	Iteration 8F: 3 clusters Score -5616856 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5619010.000000 Penalty: 5343.086426
	Iteration 9F: 3 clusters Score -5619010 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5621607.500000 Penalty: 5343.086426
	Iteration 10F: 3 clusters Score -5621608 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5623834.500000 Penalty: 5343.086426
	Iteration 11F: 3 clusters Score -5623834 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5625289.500000 Penalty: 5343.086426
	Iteration 12Q: 3 clusters Score -5625290 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -5626139.000000 Penalty: 5343.086426
	Iteration 13Q: 3 clusters Score -5626139 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5626573.500000 Penalty: 5343.086426
	Iteration 14Q: 3 clusters Score -5626574 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5626863.000000 Penalty: 5343.086426
	Iteration 15Q: 3 clusters Score -5626863 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5627141.500000 Penalty: 5343.086426
	Iteration 16Q: 3 clusters Score -5627142 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5627338.500000 Penalty: 5343.086426
	Iteration 17Q: 3 clusters Score -5627338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5627564.500000 Penalty: 5343.086426
	Iteration 18Q: 3 clusters Score -5627564 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -5627740.500000 Penalty: 5343.086426
	Iteration 19Q: 3 clusters Score -5627740 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5627922.500000 Penalty: 5343.086426
	Iteration 20F: 3 clusters Score -5627922 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5628076.500000 Penalty: 5343.086426
	Iteration 21Q: 3 clusters Score -5628076 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5628183.000000 Penalty: 5343.086426
	Iteration 22Q: 3 clusters Score -5628183 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5628278.000000 Penalty: 5343.086426
	Iteration 23Q: 3 clusters Score -5628278 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5628371.000000 Penalty: 5343.086426
	Iteration 24Q: 3 clusters Score -5628371 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5628456.000000 Penalty: 5343.086426
	Iteration 25Q: 3 clusters Score -5628456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5628498.500000 Penalty: 5343.086426
	Iteration 26Q: 3 clusters Score -5628498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5628557.500000 Penalty: 5343.086426
	Iteration 27Q: 3 clusters Score -5628558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5628614.500000 Penalty: 5343.086426
	Iteration 28Q: 3 clusters Score -5628614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5628647.000000 Penalty: 5343.086426
	Iteration 29Q: 3 clusters Score -5628647 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5628688.000000 Penalty: 5343.086426
	Iteration 30Q: 3 clusters Score -5628688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5628718.500000 Penalty: 5343.086426
	Iteration 31Q: 3 clusters Score -5628718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5628728.000000 Penalty: 5343.086426
	Iteration 32Q: 3 clusters Score -5628728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5628731.500000 Penalty: 5343.086426
	Iteration 33Q: 3 clusters Score -5628732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5628754.000000 Penalty: 5343.086426
	Iteration 34Q: 3 clusters Score -5628754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5628753.500000 Penalty: 5343.086426
	Iteration 35Q: 3 clusters Score -5628754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5628753.000000 Penalty: 5343.086426
	Iteration 36Q: 3 clusters Score -5628753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5628768.000000 Penalty: 5343.086426
	Iteration 37Q: 3 clusters Score -5628768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5628769.500000 Penalty: 5343.086426
	Iteration 38Q: 3 clusters Score -5628770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5628785.500000 Penalty: 5343.086426
	Iteration 39Q: 3 clusters Score -5628786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5628779.500000 Penalty: 5343.086426
	Iteration 40F: 3 clusters Score -5628780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5628790.500000 Penalty: 5343.086426
	Iteration 41Q: 3 clusters Score -5628790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5628805.500000 Penalty: 5343.086426
	Iteration 42Q: 3 clusters Score -5628806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5628807.000000 Penalty: 5343.086426
	Iteration 43Q: 3 clusters Score -5628807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5628801.500000 Penalty: 5343.086426
	Iteration 44Q: 3 clusters Score -5628802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5628806.500000 Penalty: 5343.086426
	Iteration 45Q: 3 clusters Score -5628806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5628810.000000 Penalty: 5343.086426
	Iteration 46Q: 3 clusters Score -5628810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5628818.000000 Penalty: 5343.086426
	Iteration 47Q: 3 clusters Score -5628818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5628821.500000 Penalty: 5343.086426
	Iteration 48Q: 3 clusters Score -5628822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5628821.000000 Penalty: 5343.086426
	Iteration 49Q: 3 clusters Score -5628821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5628833.000000 Penalty: 5343.086426
	Iteration 50Q: 3 clusters Score -5628833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5628835.500000 Penalty: 5343.086426
	Iteration 51Q: 3 clusters Score -5628836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5628853.000000 Penalty: 5343.086426
	Iteration 52Q: 3 clusters Score -5628853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5628867.000000 Penalty: 5343.086426
	Iteration 53Q: 3 clusters Score -5628867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5628862.500000 Penalty: 5343.086426
	Iteration 54Q: 3 clusters Score -5628862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5628864.000000 Penalty: 5343.086426
	Iteration 55Q: 3 clusters Score -5628864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5628868.000000 Penalty: 5343.086426
	Iteration 56Q: 3 clusters Score -5628868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5628869.000000 Penalty: 5343.086426
	Iteration 57Q: 3 clusters Score -5628869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5628862.000000 Penalty: 5343.086426
	Iteration 58Q: 3 clusters Score -5628862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5628868.500000 Penalty: 5343.086426
	Iteration 59Q: 3 clusters Score -5628868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5628878.500000 Penalty: 5343.086426
	Iteration 60F: 3 clusters Score -5628878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5628880.000000 Penalty: 5343.086426
	Iteration 61Q: 3 clusters Score -5628880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5628885.000000 Penalty: 5343.086426
	Iteration 62Q: 3 clusters Score -5628885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5628882.000000 Penalty: 5343.086426
	Iteration 63Q: 3 clusters Score -5628882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5628884.500000 Penalty: 5343.086426
	Iteration 64Q: 3 clusters Score -5628884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5628884.500000 Penalty: 5343.086426
	Iteration 65Q: 3 clusters Score -5628884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5628880.000000 Penalty: 5343.086426
	Iteration 66Q: 3 clusters Score -5628880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5628898.000000 Penalty: 5343.086426
	Iteration 67Q: 3 clusters Score -5628898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5628897.000000 Penalty: 5343.086426
	Iteration 68Q: 3 clusters Score -5628897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5628906.500000 Penalty: 5343.086426
	Iteration 69Q: 3 clusters Score -5628906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5628910.500000 Penalty: 5343.086426
	Iteration 70Q: 3 clusters Score -5628910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5628917.000000 Penalty: 5343.086426
	Iteration 71Q: 3 clusters Score -5628917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5628910.000000 Penalty: 5343.086426
	Iteration 72Q: 3 clusters Score -5628910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5628906.000000 Penalty: 5343.086426
	Iteration 73Q: 3 clusters Score -5628906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5628912.500000 Penalty: 5343.086426
	Iteration 74Q: 3 clusters Score -5628912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5628911.000000 Penalty: 5343.086426
	Iteration 75Q: 3 clusters Score -5628911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5628913.500000 Penalty: 5343.086426
	Iteration 76Q: 3 clusters Score -5628914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5628921.000000 Penalty: 5343.086426
	Iteration 77Q: 3 clusters Score -5628921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5628924.500000 Penalty: 5343.086426
	Iteration 78Q: 3 clusters Score -5628924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5628924.000000 Penalty: 5343.086426
	Iteration 79Q: 3 clusters Score -5628924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5628925.000000 Penalty: 5343.086426
	Iteration 80F: 3 clusters Score -5628925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5628919.500000 Penalty: 5343.086426
	Iteration 81Q: 3 clusters Score -5628920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5628924.000000 Penalty: 5343.086426
	Iteration 82Q: 3 clusters Score -5628924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5628919.500000 Penalty: 5343.086426
	Iteration 83Q: 3 clusters Score -5628920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5628913.500000 Penalty: 5343.086426
	Iteration 84Q: 3 clusters Score -5628914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5628911.500000 Penalty: 5343.086426
	Iteration 85Q: 3 clusters Score -5628912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5628911.500000 Penalty: 5343.086426
	Iteration 86F: 3 clusters Score -5628912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179433 members 
Entering Unmasked Estep 
Score: -21005060.000000 Penalty: 3000.194092
	Iteration 0F: 2 clusters Score -2.100506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -20886602.000000 Penalty: 6000.388184
	Iteration 0F: 3 clusters Score -2.08866e+07 nChanged 86295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -20937462.000000 Penalty: 6000.388184
	Iteration 1F: 3 clusters Score -2.093746e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -20939108.000000 Penalty: 6000.388184
	Iteration 2Q: 3 clusters Score -2.093911e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -20942370.000000 Penalty: 6000.388184
	Iteration 3Q: 3 clusters Score -2.094237e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 119257 members 
Entering Unmasked Estep 
Score: -20948602.000000 Penalty: 6000.388184
	Iteration 4F: 3 clusters Score -2.09486e+07 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -20959938.000000 Penalty: 6000.388184
	Iteration 5F: 3 clusters Score -2.095994e+07 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -20976528.000000 Penalty: 6000.388184
	Iteration 6F: 3 clusters Score -2.097653e+07 nChanged 15390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -20991456.000000 Penalty: 6000.388184
	Iteration 7F: 3 clusters Score -2.099146e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 175524 members 
Entering Unmasked Estep 
Score: -20999186.000000 Penalty: 6000.388184
	Iteration 8Q: 3 clusters Score -2.099919e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -21001484.000000 Penalty: 6000.388184
	Iteration 9Q: 3 clusters Score -2.100148e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -21002142.000000 Penalty: 6000.388184
	Iteration 10Q: 3 clusters Score -2.100214e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179171 members 
Entering Unmasked Estep 
Score: -21002318.000000 Penalty: 6000.388184
	Iteration 11Q: 3 clusters Score -2.100232e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -21002408.000000 Penalty: 6000.388184
	Iteration 12Q: 3 clusters Score -2.100241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179230 members 
Entering Unmasked Estep 
Score: -21002438.000000 Penalty: 6000.388184
	Iteration 13Q: 3 clusters Score -2.100244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -21002480.000000 Penalty: 6000.388184
	Iteration 14Q: 3 clusters Score -2.100248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -21002504.000000 Penalty: 6000.388184
	Iteration 15Q: 3 clusters Score -2.10025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -21002502.000000 Penalty: 6000.388184
	Iteration 16Q: 3 clusters Score -2.10025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179251 members 
Entering Unmasked Estep 
Score: -21002522.000000 Penalty: 6000.388184
	Iteration 17Q: 3 clusters Score -2.100252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -21002522.000000 Penalty: 6000.388184
	Iteration 18Q: 3 clusters Score -2.100252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -21002522.000000 Penalty: 6000.388184
	Iteration 19F: 3 clusters Score -2.100252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -208882.718750 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -208882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -206337.671875 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -206337.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207117.828125 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -207117.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207822.109375 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -207822.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -208167.359375 Penalty: 3744.344971
	Iteration 3F: 3 clusters Score -208167.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -208388.312500 Penalty: 3744.344971
	Iteration 4F: 3 clusters Score -208388.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -208496.609375 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -208496.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -208569.296875 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -208569.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -208608.718750 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -208608.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -208629.656250 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -208629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -208642.187500 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -208642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -208654.031250 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -208654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -208661.281250 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -208661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -208664.390625 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -208664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -208668.625000 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -208668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -208670.656250 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -208670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -208670.656250 Penalty: 3744.344971
	Iteration 15F: 3 clusters Score -208670.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -1389859.250000 Penalty: 2343.401611
	Iteration 0F: 2 clusters Score -1389859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1380531.500000 Penalty: 4686.803223
	Iteration 0F: 3 clusters Score -1380532 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1383477.375000 Penalty: 4686.803223
	Iteration 1F: 3 clusters Score -1383477 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1383990.000000 Penalty: 4686.803223
	Iteration 2F: 3 clusters Score -1383990 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1384369.250000 Penalty: 4686.803223
	Iteration 3F: 3 clusters Score -1384369 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1384630.375000 Penalty: 4686.803223
	Iteration 4Q: 3 clusters Score -1384630 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1384825.500000 Penalty: 4686.803223
	Iteration 5Q: 3 clusters Score -1384826 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1385020.625000 Penalty: 4686.803223
	Iteration 6Q: 3 clusters Score -1385021 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1385187.875000 Penalty: 4686.803223
	Iteration 7Q: 3 clusters Score -1385188 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1385355.625000 Penalty: 4686.803223
	Iteration 8Q: 3 clusters Score -1385356 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1385575.750000 Penalty: 4686.803223
	Iteration 9Q: 3 clusters Score -1385576 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1385777.625000 Penalty: 4686.803223
	Iteration 10Q: 3 clusters Score -1385778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1385986.375000 Penalty: 4686.803223
	Iteration 11Q: 3 clusters Score -1385986 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1386211.750000 Penalty: 4686.803223
	Iteration 12Q: 3 clusters Score -1386212 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1386453.000000 Penalty: 4686.803223
	Iteration 13Q: 3 clusters Score -1386453 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1386678.500000 Penalty: 4686.803223
	Iteration 14Q: 3 clusters Score -1386678 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1386847.875000 Penalty: 4686.803223
	Iteration 15Q: 3 clusters Score -1386848 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1386966.625000 Penalty: 4686.803223
	Iteration 16Q: 3 clusters Score -1386967 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1387059.250000 Penalty: 4686.803223
	Iteration 17Q: 3 clusters Score -1387059 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1387139.000000 Penalty: 4686.803223
	Iteration 18Q: 3 clusters Score -1387139 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1387202.125000 Penalty: 4686.803223
	Iteration 19Q: 3 clusters Score -1387202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1387265.250000 Penalty: 4686.803223
	Iteration 20F: 3 clusters Score -1387265 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1387318.750000 Penalty: 4686.803223
	Iteration 21Q: 3 clusters Score -1387319 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1387360.875000 Penalty: 4686.803223
	Iteration 22Q: 3 clusters Score -1387361 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1387385.875000 Penalty: 4686.803223
	Iteration 23Q: 3 clusters Score -1387386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1387412.750000 Penalty: 4686.803223
	Iteration 24Q: 3 clusters Score -1387413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1387433.250000 Penalty: 4686.803223
	Iteration 25Q: 3 clusters Score -1387433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1387442.875000 Penalty: 4686.803223
	Iteration 26Q: 3 clusters Score -1387443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1387460.625000 Penalty: 4686.803223
	Iteration 27Q: 3 clusters Score -1387461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1387465.375000 Penalty: 4686.803223
	Iteration 28Q: 3 clusters Score -1387465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1387471.375000 Penalty: 4686.803223
	Iteration 29Q: 3 clusters Score -1387471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1387483.375000 Penalty: 4686.803223
	Iteration 30Q: 3 clusters Score -1387483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1387493.500000 Penalty: 4686.803223
	Iteration 31Q: 3 clusters Score -1387494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1387506.125000 Penalty: 4686.803223
	Iteration 32Q: 3 clusters Score -1387506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1387519.000000 Penalty: 4686.803223
	Iteration 33Q: 3 clusters Score -1387519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1387528.875000 Penalty: 4686.803223
	Iteration 34Q: 3 clusters Score -1387529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1387539.375000 Penalty: 4686.803223
	Iteration 35Q: 3 clusters Score -1387539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1387547.375000 Penalty: 4686.803223
	Iteration 36Q: 3 clusters Score -1387547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1387562.000000 Penalty: 4686.803223
	Iteration 37Q: 3 clusters Score -1387562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1387567.000000 Penalty: 4686.803223
	Iteration 38Q: 3 clusters Score -1387567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1387577.500000 Penalty: 4686.803223
	Iteration 39Q: 3 clusters Score -1387578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1387584.000000 Penalty: 4686.803223
	Iteration 40F: 3 clusters Score -1387584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1387595.750000 Penalty: 4686.803223
	Iteration 41Q: 3 clusters Score -1387596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1387598.875000 Penalty: 4686.803223
	Iteration 42Q: 3 clusters Score -1387599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1387600.625000 Penalty: 4686.803223
	Iteration 43Q: 3 clusters Score -1387601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1387612.625000 Penalty: 4686.803223
	Iteration 44Q: 3 clusters Score -1387613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1387616.250000 Penalty: 4686.803223
	Iteration 45Q: 3 clusters Score -1387616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1387627.375000 Penalty: 4686.803223
	Iteration 46Q: 3 clusters Score -1387627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1387632.375000 Penalty: 4686.803223
	Iteration 47Q: 3 clusters Score -1387632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1387629.375000 Penalty: 4686.803223
	Iteration 48Q: 3 clusters Score -1387629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1387637.125000 Penalty: 4686.803223
	Iteration 49Q: 3 clusters Score -1387637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1387640.000000 Penalty: 4686.803223
	Iteration 50Q: 3 clusters Score -1387640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1387645.875000 Penalty: 4686.803223
	Iteration 51Q: 3 clusters Score -1387646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1387647.625000 Penalty: 4686.803223
	Iteration 52Q: 3 clusters Score -1387648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1387655.250000 Penalty: 4686.803223
	Iteration 53Q: 3 clusters Score -1387655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1387655.875000 Penalty: 4686.803223
	Iteration 54Q: 3 clusters Score -1387656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1387661.750000 Penalty: 4686.803223
	Iteration 55Q: 3 clusters Score -1387662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1387666.875000 Penalty: 4686.803223
	Iteration 56Q: 3 clusters Score -1387667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1387665.875000 Penalty: 4686.803223
	Iteration 57Q: 3 clusters Score -1387666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1387669.875000 Penalty: 4686.803223
	Iteration 58Q: 3 clusters Score -1387670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1387669.500000 Penalty: 4686.803223
	Iteration 59Q: 3 clusters Score -1387670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1387669.375000 Penalty: 4686.803223
	Iteration 60F: 3 clusters Score -1387669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1387670.000000 Penalty: 4686.803223
	Iteration 61Q: 3 clusters Score -1387670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1387672.000000 Penalty: 4686.803223
	Iteration 62Q: 3 clusters Score -1387672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1387672.750000 Penalty: 4686.803223
	Iteration 63Q: 3 clusters Score -1387673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1387672.500000 Penalty: 4686.803223
	Iteration 64Q: 3 clusters Score -1387672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1387672.750000 Penalty: 4686.803223
	Iteration 65Q: 3 clusters Score -1387673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1387672.750000 Penalty: 4686.803223
	Iteration 66F: 3 clusters Score -1387673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -936612.562500 Penalty: 2237.685791
	Iteration 0F: 2 clusters Score -936612.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -930064.187500 Penalty: 4475.371582
	Iteration 0F: 3 clusters Score -930064.2 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -931832.000000 Penalty: 4475.371582
	Iteration 1F: 3 clusters Score -931832 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -932067.937500 Penalty: 4475.371582
	Iteration 2F: 3 clusters Score -932067.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -932228.125000 Penalty: 4475.371582
	Iteration 3Q: 3 clusters Score -932228.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -932335.312500 Penalty: 4475.371582
	Iteration 4Q: 3 clusters Score -932335.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -932409.437500 Penalty: 4475.371582
	Iteration 5Q: 3 clusters Score -932409.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -932462.687500 Penalty: 4475.371582
	Iteration 6Q: 3 clusters Score -932462.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -932508.375000 Penalty: 4475.371582
	Iteration 7Q: 3 clusters Score -932508.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -932544.312500 Penalty: 4475.371582
	Iteration 8Q: 3 clusters Score -932544.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -932573.500000 Penalty: 4475.371582
	Iteration 9Q: 3 clusters Score -932573.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -932590.750000 Penalty: 4475.371582
	Iteration 10Q: 3 clusters Score -932590.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -932603.875000 Penalty: 4475.371582
	Iteration 11Q: 3 clusters Score -932603.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -932614.312500 Penalty: 4475.371582
	Iteration 12Q: 3 clusters Score -932614.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -932622.437500 Penalty: 4475.371582
	Iteration 13Q: 3 clusters Score -932622.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -932632.312500 Penalty: 4475.371582
	Iteration 14Q: 3 clusters Score -932632.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -932644.875000 Penalty: 4475.371582
	Iteration 15Q: 3 clusters Score -932644.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -932654.312500 Penalty: 4475.371582
	Iteration 16Q: 3 clusters Score -932654.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -932664.125000 Penalty: 4475.371582
	Iteration 17Q: 3 clusters Score -932664.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -932670.312500 Penalty: 4475.371582
	Iteration 18Q: 3 clusters Score -932670.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -932676.812500 Penalty: 4475.371582
	Iteration 19Q: 3 clusters Score -932676.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -932683.312500 Penalty: 4475.371582
	Iteration 20F: 3 clusters Score -932683.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -932690.000000 Penalty: 4475.371582
	Iteration 21Q: 3 clusters Score -932690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -932698.062500 Penalty: 4475.371582
	Iteration 22Q: 3 clusters Score -932698.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -932708.500000 Penalty: 4475.371582
	Iteration 23Q: 3 clusters Score -932708.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -932716.500000 Penalty: 4475.371582
	Iteration 24Q: 3 clusters Score -932716.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -932726.937500 Penalty: 4475.371582
	Iteration 25Q: 3 clusters Score -932726.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -932740.625000 Penalty: 4475.371582
	Iteration 26Q: 3 clusters Score -932740.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -932755.562500 Penalty: 4475.371582
	Iteration 27Q: 3 clusters Score -932755.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -932774.500000 Penalty: 4475.371582
	Iteration 28Q: 3 clusters Score -932774.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -932790.875000 Penalty: 4475.371582
	Iteration 29Q: 3 clusters Score -932790.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -932814.750000 Penalty: 4475.371582
	Iteration 30Q: 3 clusters Score -932814.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -932836.812500 Penalty: 4475.371582
	Iteration 31Q: 3 clusters Score -932836.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -932856.750000 Penalty: 4475.371582
	Iteration 32Q: 3 clusters Score -932856.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -932878.500000 Penalty: 4475.371582
	Iteration 33Q: 3 clusters Score -932878.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -932898.125000 Penalty: 4475.371582
	Iteration 34Q: 3 clusters Score -932898.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -932923.000000 Penalty: 4475.371582
	Iteration 35Q: 3 clusters Score -932923 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -932945.812500 Penalty: 4475.371582
	Iteration 36Q: 3 clusters Score -932945.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -932980.375000 Penalty: 4475.371582
	Iteration 37Q: 3 clusters Score -932980.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -933030.500000 Penalty: 4475.371582
	Iteration 38Q: 3 clusters Score -933030.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -933100.750000 Penalty: 4475.371582
	Iteration 39Q: 3 clusters Score -933100.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -933198.375000 Penalty: 4475.371582
	Iteration 40F: 3 clusters Score -933198.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -933304.062500 Penalty: 4475.371582
	Iteration 41Q: 3 clusters Score -933304.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -933458.937500 Penalty: 4475.371582
	Iteration 42Q: 3 clusters Score -933458.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -933644.125000 Penalty: 4475.371582
	Iteration 43Q: 3 clusters Score -933644.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -933833.375000 Penalty: 4475.371582
	Iteration 44Q: 3 clusters Score -933833.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -934005.312500 Penalty: 4475.371582
	Iteration 45Q: 3 clusters Score -934005.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -934174.062500 Penalty: 4475.371582
	Iteration 46Q: 3 clusters Score -934174.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -934317.250000 Penalty: 4475.371582
	Iteration 47Q: 3 clusters Score -934317.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -934421.812500 Penalty: 4475.371582
	Iteration 48Q: 3 clusters Score -934421.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -934482.812500 Penalty: 4475.371582
	Iteration 49Q: 3 clusters Score -934482.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -934521.875000 Penalty: 4475.371582
	Iteration 50Q: 3 clusters Score -934521.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -934576.312500 Penalty: 4475.371582
	Iteration 51Q: 3 clusters Score -934576.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -934620.750000 Penalty: 4475.371582
	Iteration 52Q: 3 clusters Score -934620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -934641.062500 Penalty: 4475.371582
	Iteration 53Q: 3 clusters Score -934641.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -934651.625000 Penalty: 4475.371582
	Iteration 54Q: 3 clusters Score -934651.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -934663.000000 Penalty: 4475.371582
	Iteration 55Q: 3 clusters Score -934663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -934676.750000 Penalty: 4475.371582
	Iteration 56Q: 3 clusters Score -934676.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -934690.312500 Penalty: 4475.371582
	Iteration 57Q: 3 clusters Score -934690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -934700.750000 Penalty: 4475.371582
	Iteration 58Q: 3 clusters Score -934700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -934705.250000 Penalty: 4475.371582
	Iteration 59Q: 3 clusters Score -934705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -934709.812500 Penalty: 4475.371582
	Iteration 60F: 3 clusters Score -934709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -934714.125000 Penalty: 4475.371582
	Iteration 61Q: 3 clusters Score -934714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -934715.125000 Penalty: 4475.371582
	Iteration 62Q: 3 clusters Score -934715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -934719.812500 Penalty: 4475.371582
	Iteration 63Q: 3 clusters Score -934719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -934722.562500 Penalty: 4475.371582
	Iteration 64Q: 3 clusters Score -934722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -934724.187500 Penalty: 4475.371582
	Iteration 65Q: 3 clusters Score -934724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -934724.437500 Penalty: 4475.371582
	Iteration 66Q: 3 clusters Score -934724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -934724.437500 Penalty: 4475.371582
	Iteration 67F: 3 clusters Score -934724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Entering Unmasked Estep 
Score: -6881456.500000 Penalty: 2719.702148
	Iteration 0F: 2 clusters Score -6881456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -6842611.500000 Penalty: 5439.404297
	Iteration 0F: 3 clusters Score -6842612 nChanged 26811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -6857764.500000 Penalty: 5439.404297
	Iteration 1F: 3 clusters Score -6857764 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6858436.500000 Penalty: 5439.404297
	Iteration 2Q: 3 clusters Score -6858436 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -6859137.000000 Penalty: 5439.404297
	Iteration 3Q: 3 clusters Score -6859137 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -6860051.000000 Penalty: 5439.404297
	Iteration 4Q: 3 clusters Score -6860051 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -6861396.000000 Penalty: 5439.404297
	Iteration 5Q: 3 clusters Score -6861396 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6863274.000000 Penalty: 5439.404297
	Iteration 6F: 3 clusters Score -6863274 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -6866013.000000 Penalty: 5439.404297
	Iteration 7F: 3 clusters Score -6866013 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -6869221.000000 Penalty: 5439.404297
	Iteration 8F: 3 clusters Score -6869221 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -6872306.500000 Penalty: 5439.404297
	Iteration 9F: 3 clusters Score -6872306 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -6874620.500000 Penalty: 5439.404297
	Iteration 10Q: 3 clusters Score -6874620 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -6875929.500000 Penalty: 5439.404297
	Iteration 11Q: 3 clusters Score -6875930 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -6876578.000000 Penalty: 5439.404297
	Iteration 12Q: 3 clusters Score -6876578 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6877096.000000 Penalty: 5439.404297
	Iteration 13Q: 3 clusters Score -6877096 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -6877441.500000 Penalty: 5439.404297
	Iteration 14Q: 3 clusters Score -6877442 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -6877706.500000 Penalty: 5439.404297
	Iteration 15Q: 3 clusters Score -6877706 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -6878009.500000 Penalty: 5439.404297
	Iteration 16Q: 3 clusters Score -6878010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6878158.500000 Penalty: 5439.404297
	Iteration 17Q: 3 clusters Score -6878158 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6878328.000000 Penalty: 5439.404297
	Iteration 18Q: 3 clusters Score -6878328 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6878491.500000 Penalty: 5439.404297
	Iteration 19Q: 3 clusters Score -6878492 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6878596.500000 Penalty: 5439.404297
	Iteration 20F: 3 clusters Score -6878596 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6878703.000000 Penalty: 5439.404297
	Iteration 21Q: 3 clusters Score -6878703 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6878784.500000 Penalty: 5439.404297
	Iteration 22Q: 3 clusters Score -6878784 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6878859.000000 Penalty: 5439.404297
	Iteration 23Q: 3 clusters Score -6878859 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6878902.500000 Penalty: 5439.404297
	Iteration 24Q: 3 clusters Score -6878902 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6878977.000000 Penalty: 5439.404297
	Iteration 25Q: 3 clusters Score -6878977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6879008.500000 Penalty: 5439.404297
	Iteration 26Q: 3 clusters Score -6879008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6879058.000000 Penalty: 5439.404297
	Iteration 27Q: 3 clusters Score -6879058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6879092.500000 Penalty: 5439.404297
	Iteration 28Q: 3 clusters Score -6879092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6879122.500000 Penalty: 5439.404297
	Iteration 29Q: 3 clusters Score -6879122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6879149.500000 Penalty: 5439.404297
	Iteration 30Q: 3 clusters Score -6879150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6879178.000000 Penalty: 5439.404297
	Iteration 31Q: 3 clusters Score -6879178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6879221.500000 Penalty: 5439.404297
	Iteration 32Q: 3 clusters Score -6879222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6879241.500000 Penalty: 5439.404297
	Iteration 33Q: 3 clusters Score -6879242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6879286.500000 Penalty: 5439.404297
	Iteration 34Q: 3 clusters Score -6879286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6879315.500000 Penalty: 5439.404297
	Iteration 35Q: 3 clusters Score -6879316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6879332.500000 Penalty: 5439.404297
	Iteration 36Q: 3 clusters Score -6879332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6879344.000000 Penalty: 5439.404297
	Iteration 37Q: 3 clusters Score -6879344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6879333.000000 Penalty: 5439.404297
	Iteration 38Q: 3 clusters Score -6879333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6879353.000000 Penalty: 5439.404297
	Iteration 39Q: 3 clusters Score -6879353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6879363.000000 Penalty: 5439.404297
	Iteration 40F: 3 clusters Score -6879363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6879373.000000 Penalty: 5439.404297
	Iteration 41Q: 3 clusters Score -6879373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6879387.500000 Penalty: 5439.404297
	Iteration 42Q: 3 clusters Score -6879388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6879383.500000 Penalty: 5439.404297
	Iteration 43Q: 3 clusters Score -6879384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6879388.000000 Penalty: 5439.404297
	Iteration 44Q: 3 clusters Score -6879388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6879386.500000 Penalty: 5439.404297
	Iteration 45Q: 3 clusters Score -6879386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6879382.500000 Penalty: 5439.404297
	Iteration 46Q: 3 clusters Score -6879382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6879392.500000 Penalty: 5439.404297
	Iteration 47Q: 3 clusters Score -6879392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6879402.000000 Penalty: 5439.404297
	Iteration 48Q: 3 clusters Score -6879402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6879403.500000 Penalty: 5439.404297
	Iteration 49Q: 3 clusters Score -6879404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6879405.000000 Penalty: 5439.404297
	Iteration 50Q: 3 clusters Score -6879405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6879402.500000 Penalty: 5439.404297
	Iteration 51Q: 3 clusters Score -6879402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6879414.500000 Penalty: 5439.404297
	Iteration 52Q: 3 clusters Score -6879414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6879410.000000 Penalty: 5439.404297
	Iteration 53Q: 3 clusters Score -6879410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6879403.000000 Penalty: 5439.404297
	Iteration 54Q: 3 clusters Score -6879403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6879410.000000 Penalty: 5439.404297
	Iteration 55Q: 3 clusters Score -6879410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6879401.500000 Penalty: 5439.404297
	Iteration 56Q: 3 clusters Score -6879402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6879405.500000 Penalty: 5439.404297
	Iteration 57Q: 3 clusters Score -6879406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6879407.500000 Penalty: 5439.404297
	Iteration 58Q: 3 clusters Score -6879408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6879410.500000 Penalty: 5439.404297
	Iteration 59Q: 3 clusters Score -6879410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6879412.000000 Penalty: 5439.404297
	Iteration 60F: 3 clusters Score -6879412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6879412.000000 Penalty: 5439.404297
	Iteration 61Q: 3 clusters Score -6879412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6879412.000000 Penalty: 5439.404297
	Iteration 62F: 3 clusters Score -6879412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Entering Unmasked Estep 
Score: -942825.312500 Penalty: 2235.462402
	Iteration 0F: 2 clusters Score -942825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -936260.375000 Penalty: 4470.924805
	Iteration 0F: 3 clusters Score -936260.4 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -938048.437500 Penalty: 4470.924805
	Iteration 1F: 3 clusters Score -938048.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -938330.750000 Penalty: 4470.924805
	Iteration 2F: 3 clusters Score -938330.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -938550.437500 Penalty: 4470.924805
	Iteration 3F: 3 clusters Score -938550.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -938731.500000 Penalty: 4470.924805
	Iteration 4Q: 3 clusters Score -938731.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -938880.062500 Penalty: 4470.924805
	Iteration 5Q: 3 clusters Score -938880.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -939018.625000 Penalty: 4470.924805
	Iteration 6Q: 3 clusters Score -939018.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -939153.375000 Penalty: 4470.924805
	Iteration 7Q: 3 clusters Score -939153.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -939290.500000 Penalty: 4470.924805
	Iteration 8Q: 3 clusters Score -939290.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -939446.250000 Penalty: 4470.924805
	Iteration 9Q: 3 clusters Score -939446.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -939619.812500 Penalty: 4470.924805
	Iteration 10Q: 3 clusters Score -939619.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -939781.437500 Penalty: 4470.924805
	Iteration 11Q: 3 clusters Score -939781.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -939906.062500 Penalty: 4470.924805
	Iteration 12Q: 3 clusters Score -939906.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -940016.562500 Penalty: 4470.924805
	Iteration 13Q: 3 clusters Score -940016.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -940109.500000 Penalty: 4470.924805
	Iteration 14Q: 3 clusters Score -940109.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -940188.125000 Penalty: 4470.924805
	Iteration 15Q: 3 clusters Score -940188.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -940254.437500 Penalty: 4470.924805
	Iteration 16Q: 3 clusters Score -940254.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -940314.437500 Penalty: 4470.924805
	Iteration 17Q: 3 clusters Score -940314.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -940358.937500 Penalty: 4470.924805
	Iteration 18Q: 3 clusters Score -940358.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -940401.187500 Penalty: 4470.924805
	Iteration 19Q: 3 clusters Score -940401.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -940431.250000 Penalty: 4470.924805
	Iteration 20F: 3 clusters Score -940431.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -940460.437500 Penalty: 4470.924805
	Iteration 21Q: 3 clusters Score -940460.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -940495.062500 Penalty: 4470.924805
	Iteration 22Q: 3 clusters Score -940495.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -940530.437500 Penalty: 4470.924805
	Iteration 23Q: 3 clusters Score -940530.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -940558.562500 Penalty: 4470.924805
	Iteration 24Q: 3 clusters Score -940558.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -940579.625000 Penalty: 4470.924805
	Iteration 25Q: 3 clusters Score -940579.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -940599.312500 Penalty: 4470.924805
	Iteration 26Q: 3 clusters Score -940599.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -940618.625000 Penalty: 4470.924805
	Iteration 27Q: 3 clusters Score -940618.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -940639.562500 Penalty: 4470.924805
	Iteration 28Q: 3 clusters Score -940639.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -940661.250000 Penalty: 4470.924805
	Iteration 29Q: 3 clusters Score -940661.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -940688.062500 Penalty: 4470.924805
	Iteration 30Q: 3 clusters Score -940688.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -940707.187500 Penalty: 4470.924805
	Iteration 31Q: 3 clusters Score -940707.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -940719.250000 Penalty: 4470.924805
	Iteration 32Q: 3 clusters Score -940719.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -940733.687500 Penalty: 4470.924805
	Iteration 33Q: 3 clusters Score -940733.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -940746.562500 Penalty: 4470.924805
	Iteration 34Q: 3 clusters Score -940746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -940759.937500 Penalty: 4470.924805
	Iteration 35Q: 3 clusters Score -940759.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -940771.812500 Penalty: 4470.924805
	Iteration 36Q: 3 clusters Score -940771.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -940779.312500 Penalty: 4470.924805
	Iteration 37Q: 3 clusters Score -940779.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -940788.750000 Penalty: 4470.924805
	Iteration 38Q: 3 clusters Score -940788.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -940798.812500 Penalty: 4470.924805
	Iteration 39Q: 3 clusters Score -940798.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -940805.312500 Penalty: 4470.924805
	Iteration 40F: 3 clusters Score -940805.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -940815.625000 Penalty: 4470.924805
	Iteration 41Q: 3 clusters Score -940815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -940821.312500 Penalty: 4470.924805
	Iteration 42Q: 3 clusters Score -940821.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -940831.750000 Penalty: 4470.924805
	Iteration 43Q: 3 clusters Score -940831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -940841.625000 Penalty: 4470.924805
	Iteration 44Q: 3 clusters Score -940841.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -940850.250000 Penalty: 4470.924805
	Iteration 45Q: 3 clusters Score -940850.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -940856.625000 Penalty: 4470.924805
	Iteration 46Q: 3 clusters Score -940856.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -940861.937500 Penalty: 4470.924805
	Iteration 47Q: 3 clusters Score -940861.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -940868.062500 Penalty: 4470.924805
	Iteration 48Q: 3 clusters Score -940868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -940873.937500 Penalty: 4470.924805
	Iteration 49Q: 3 clusters Score -940873.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -940880.500000 Penalty: 4470.924805
	Iteration 50Q: 3 clusters Score -940880.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -940881.312500 Penalty: 4470.924805
	Iteration 51Q: 3 clusters Score -940881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -940886.937500 Penalty: 4470.924805
	Iteration 52Q: 3 clusters Score -940886.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -940891.750000 Penalty: 4470.924805
	Iteration 53Q: 3 clusters Score -940891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -940890.875000 Penalty: 4470.924805
	Iteration 54Q: 3 clusters Score -940890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -940895.375000 Penalty: 4470.924805
	Iteration 55Q: 3 clusters Score -940895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -940895.062500 Penalty: 4470.924805
	Iteration 56Q: 3 clusters Score -940895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -940898.125000 Penalty: 4470.924805
	Iteration 57Q: 3 clusters Score -940898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -940898.750000 Penalty: 4470.924805
	Iteration 58Q: 3 clusters Score -940898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -940897.812500 Penalty: 4470.924805
	Iteration 59Q: 3 clusters Score -940897.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -940902.187500 Penalty: 4470.924805
	Iteration 60F: 3 clusters Score -940902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -940903.250000 Penalty: 4470.924805
	Iteration 61Q: 3 clusters Score -940903.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -940907.687500 Penalty: 4470.924805
	Iteration 62Q: 3 clusters Score -940907.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -940909.312500 Penalty: 4470.924805
	Iteration 63Q: 3 clusters Score -940909.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -940910.750000 Penalty: 4470.924805
	Iteration 64Q: 3 clusters Score -940910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -940913.875000 Penalty: 4470.924805
	Iteration 65Q: 3 clusters Score -940913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -940914.250000 Penalty: 4470.924805
	Iteration 66Q: 3 clusters Score -940914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -940915.625000 Penalty: 4470.924805
	Iteration 67Q: 3 clusters Score -940915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -940915.562500 Penalty: 4470.924805
	Iteration 68Q: 3 clusters Score -940915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -940916.875000 Penalty: 4470.924805
	Iteration 69Q: 3 clusters Score -940916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -940919.187500 Penalty: 4470.924805
	Iteration 70Q: 3 clusters Score -940919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -940922.750000 Penalty: 4470.924805
	Iteration 71Q: 3 clusters Score -940922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -940924.062500 Penalty: 4470.924805
	Iteration 72Q: 3 clusters Score -940924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -940927.000000 Penalty: 4470.924805
	Iteration 73Q: 3 clusters Score -940927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -940927.000000 Penalty: 4470.924805
	Iteration 74Q: 3 clusters Score -940927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -940927.187500 Penalty: 4470.924805
	Iteration 75Q: 3 clusters Score -940927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -940929.062500 Penalty: 4470.924805
	Iteration 76Q: 3 clusters Score -940929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -940932.500000 Penalty: 4470.924805
	Iteration 77Q: 3 clusters Score -940932.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -940933.812500 Penalty: 4470.924805
	Iteration 78Q: 3 clusters Score -940933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -940936.375000 Penalty: 4470.924805
	Iteration 79Q: 3 clusters Score -940936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -940940.937500 Penalty: 4470.924805
	Iteration 80F: 3 clusters Score -940940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -940940.937500 Penalty: 4470.924805
	Iteration 81Q: 3 clusters Score -940940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -940944.750000 Penalty: 4470.924805
	Iteration 82Q: 3 clusters Score -940944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -940945.250000 Penalty: 4470.924805
	Iteration 83Q: 3 clusters Score -940945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -940946.875000 Penalty: 4470.924805
	Iteration 84Q: 3 clusters Score -940946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -940948.000000 Penalty: 4470.924805
	Iteration 85Q: 3 clusters Score -940948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -940949.750000 Penalty: 4470.924805
	Iteration 86Q: 3 clusters Score -940949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -940951.437500 Penalty: 4470.924805
	Iteration 87Q: 3 clusters Score -940951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -940951.500000 Penalty: 4470.924805
	Iteration 88Q: 3 clusters Score -940951.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -940951.500000 Penalty: 4470.924805
	Iteration 89F: 3 clusters Score -940951.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Entering Unmasked Estep 
Score: -5946256.500000 Penalty: 2683.041992
	Iteration 0F: 2 clusters Score -5946256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5912510.500000 Penalty: 5366.083984
	Iteration 0F: 3 clusters Score -5912510 nChanged 23099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5925236.500000 Penalty: 5366.083984
	Iteration 1F: 3 clusters Score -5925236 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5925765.000000 Penalty: 5366.083984
	Iteration 2Q: 3 clusters Score -5925765 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5926256.000000 Penalty: 5366.083984
	Iteration 3Q: 3 clusters Score -5926256 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5926735.000000 Penalty: 5366.083984
	Iteration 4Q: 3 clusters Score -5926735 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5927259.000000 Penalty: 5366.083984
	Iteration 5Q: 3 clusters Score -5927259 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5927921.000000 Penalty: 5366.083984
	Iteration 6Q: 3 clusters Score -5927921 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5928832.500000 Penalty: 5366.083984
	Iteration 7Q: 3 clusters Score -5928832 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5930103.500000 Penalty: 5366.083984
	Iteration 8Q: 3 clusters Score -5930104 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5931794.500000 Penalty: 5366.083984
	Iteration 9F: 3 clusters Score -5931794 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5934385.000000 Penalty: 5366.083984
	Iteration 10F: 3 clusters Score -5934385 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5937366.000000 Penalty: 5366.083984
	Iteration 11F: 3 clusters Score -5937366 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -5940147.000000 Penalty: 5366.083984
	Iteration 12F: 3 clusters Score -5940147 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5942127.000000 Penalty: 5366.083984
	Iteration 13Q: 3 clusters Score -5942127 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5943110.500000 Penalty: 5366.083984
	Iteration 14Q: 3 clusters Score -5943110 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5943554.000000 Penalty: 5366.083984
	Iteration 15Q: 3 clusters Score -5943554 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5943766.500000 Penalty: 5366.083984
	Iteration 16Q: 3 clusters Score -5943766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5943839.000000 Penalty: 5366.083984
	Iteration 17Q: 3 clusters Score -5943839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5943869.000000 Penalty: 5366.083984
	Iteration 18Q: 3 clusters Score -5943869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5943889.500000 Penalty: 5366.083984
	Iteration 19Q: 3 clusters Score -5943890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5943899.000000 Penalty: 5366.083984
	Iteration 20F: 3 clusters Score -5943899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5943909.500000 Penalty: 5366.083984
	Iteration 21Q: 3 clusters Score -5943910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5943922.500000 Penalty: 5366.083984
	Iteration 22Q: 3 clusters Score -5943922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5943935.000000 Penalty: 5366.083984
	Iteration 23Q: 3 clusters Score -5943935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5943949.000000 Penalty: 5366.083984
	Iteration 24Q: 3 clusters Score -5943949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5943958.000000 Penalty: 5366.083984
	Iteration 25Q: 3 clusters Score -5943958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5943957.000000 Penalty: 5366.083984
	Iteration 26Q: 3 clusters Score -5943957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5943958.500000 Penalty: 5366.083984
	Iteration 27Q: 3 clusters Score -5943958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5943955.000000 Penalty: 5366.083984
	Iteration 28Q: 3 clusters Score -5943955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5943960.000000 Penalty: 5366.083984
	Iteration 29Q: 3 clusters Score -5943960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5943960.000000 Penalty: 5366.083984
	Iteration 30F: 3 clusters Score -5943960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (229768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229768 members 
Entering Unmasked Estep 
Score: -27004826.000000 Penalty: 3061.516846
	Iteration 0F: 2 clusters Score -2.700483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -26857732.000000 Penalty: 6123.033691
	Iteration 0F: 3 clusters Score -2.685773e+07 nChanged 110575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -26922892.000000 Penalty: 6123.033691
	Iteration 1F: 3 clusters Score -2.692289e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 121142 members 
Entering Unmasked Estep 
Score: -26925214.000000 Penalty: 6123.033691
	Iteration 2Q: 3 clusters Score -2.692521e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 125130 members 
Entering Unmasked Estep 
Score: -26928804.000000 Penalty: 6123.033691
	Iteration 3Q: 3 clusters Score -2.69288e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 131381 members 
Entering Unmasked Estep 
Score: -26935124.000000 Penalty: 6123.033691
	Iteration 4F: 3 clusters Score -2.693512e+07 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 140597 members 
Entering Unmasked Estep 
Score: -26945486.000000 Penalty: 6123.033691
	Iteration 5F: 3 clusters Score -2.694549e+07 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -26961448.000000 Penalty: 6123.033691
	Iteration 6F: 3 clusters Score -2.696145e+07 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 162246 members 
Entering Unmasked Estep 
Score: -26977406.000000 Penalty: 6123.033691
	Iteration 7F: 3 clusters Score -2.697741e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -26986528.000000 Penalty: 6123.033691
	Iteration 8F: 3 clusters Score -2.698653e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -26989680.000000 Penalty: 6123.033691
	Iteration 9Q: 3 clusters Score -2.698968e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -26991106.000000 Penalty: 6123.033691
	Iteration 10Q: 3 clusters Score -2.699111e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -26992364.000000 Penalty: 6123.033691
	Iteration 11Q: 3 clusters Score -2.699236e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -26993668.000000 Penalty: 6123.033691
	Iteration 12Q: 3 clusters Score -2.699367e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 191029 members 
Entering Unmasked Estep 
Score: -26994930.000000 Penalty: 6123.033691
	Iteration 13Q: 3 clusters Score -2.699493e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 194947 members 
Entering Unmasked Estep 
Score: -26996016.000000 Penalty: 6123.033691
	Iteration 14Q: 3 clusters Score -2.699602e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 198697 members 
Entering Unmasked Estep 
Score: -26997022.000000 Penalty: 6123.033691
	Iteration 15Q: 3 clusters Score -2.699702e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 202126 members 
Entering Unmasked Estep 
Score: -26997720.000000 Penalty: 6123.033691
	Iteration 16Q: 3 clusters Score -2.699772e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -26998322.000000 Penalty: 6123.033691
	Iteration 17Q: 3 clusters Score -2.699832e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 208342 members 
Entering Unmasked Estep 
Score: -26998848.000000 Penalty: 6123.033691
	Iteration 18Q: 3 clusters Score -2.699885e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 211088 members 
Entering Unmasked Estep 
Score: -26999480.000000 Penalty: 6123.033691
	Iteration 19Q: 3 clusters Score -2.699948e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 213569 members 
Entering Unmasked Estep 
Score: -27000086.000000 Penalty: 6123.033691
	Iteration 20F: 3 clusters Score -2.700009e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 215745 members 
Entering Unmasked Estep 
Score: -27000574.000000 Penalty: 6123.033691
	Iteration 21Q: 3 clusters Score -2.700057e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 217734 members 
Entering Unmasked Estep 
Score: -27000982.000000 Penalty: 6123.033691
	Iteration 22Q: 3 clusters Score -2.700098e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 219497 members 
Entering Unmasked Estep 
Score: -27001292.000000 Penalty: 6123.033691
	Iteration 23Q: 3 clusters Score -2.700129e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 221029 members 
Entering Unmasked Estep 
Score: -27001582.000000 Penalty: 6123.033691
	Iteration 24Q: 3 clusters Score -2.700158e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 222289 members 
Entering Unmasked Estep 
Score: -27001772.000000 Penalty: 6123.033691
	Iteration 25Q: 3 clusters Score -2.700177e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 223370 members 
Entering Unmasked Estep 
Score: -27001986.000000 Penalty: 6123.033691
	Iteration 26Q: 3 clusters Score -2.700199e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 224243 members 
Entering Unmasked Estep 
Score: -27002230.000000 Penalty: 6123.033691
	Iteration 27Q: 3 clusters Score -2.700223e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 224951 members 
Entering Unmasked Estep 
Score: -27002390.000000 Penalty: 6123.033691
	Iteration 28Q: 3 clusters Score -2.700239e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 225544 members 
Entering Unmasked Estep 
Score: -27002494.000000 Penalty: 6123.033691
	Iteration 29Q: 3 clusters Score -2.700249e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 226014 members 
Entering Unmasked Estep 
Score: -27002552.000000 Penalty: 6123.033691
	Iteration 30Q: 3 clusters Score -2.700255e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 226386 members 
Entering Unmasked Estep 
Score: -27002622.000000 Penalty: 6123.033691
	Iteration 31Q: 3 clusters Score -2.700262e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 226695 members 
Entering Unmasked Estep 
Score: -27002686.000000 Penalty: 6123.033691
	Iteration 32Q: 3 clusters Score -2.700269e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 226941 members 
Entering Unmasked Estep 
Score: -27002710.000000 Penalty: 6123.033691
	Iteration 33Q: 3 clusters Score -2.700271e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 227142 members 
Entering Unmasked Estep 
Score: -27002746.000000 Penalty: 6123.033691
	Iteration 34Q: 3 clusters Score -2.700275e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 227315 members 
Entering Unmasked Estep 
Score: -27002746.000000 Penalty: 6123.033691
	Iteration 35Q: 3 clusters Score -2.700275e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 227432 members 
Entering Unmasked Estep 
Score: -27002734.000000 Penalty: 6123.033691
	Iteration 36Q: 3 clusters Score -2.700273e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 227535 members 
Entering Unmasked Estep 
Score: -27002782.000000 Penalty: 6123.033691
	Iteration 37Q: 3 clusters Score -2.700278e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 227629 members 
Entering Unmasked Estep 
Score: -27002758.000000 Penalty: 6123.033691
	Iteration 38Q: 3 clusters Score -2.700276e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 227719 members 
Entering Unmasked Estep 
Score: -27002764.000000 Penalty: 6123.033691
	Iteration 39Q: 3 clusters Score -2.700276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 227803 members 
Entering Unmasked Estep 
Score: -27002784.000000 Penalty: 6123.033691
	Iteration 40F: 3 clusters Score -2.700278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 227868 members 
Entering Unmasked Estep 
Score: -27002768.000000 Penalty: 6123.033691
	Iteration 41Q: 3 clusters Score -2.700277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 227917 members 
Entering Unmasked Estep 
Score: -27002796.000000 Penalty: 6123.033691
	Iteration 42Q: 3 clusters Score -2.70028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 227954 members 
Entering Unmasked Estep 
Score: -27002780.000000 Penalty: 6123.033691
	Iteration 43Q: 3 clusters Score -2.700278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 227992 members 
Entering Unmasked Estep 
Score: -27002814.000000 Penalty: 6123.033691
	Iteration 44Q: 3 clusters Score -2.700281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 228023 members 
Entering Unmasked Estep 
Score: -27002786.000000 Penalty: 6123.033691
	Iteration 45Q: 3 clusters Score -2.700279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 228050 members 
Entering Unmasked Estep 
Score: -27002796.000000 Penalty: 6123.033691
	Iteration 46Q: 3 clusters Score -2.70028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -27002802.000000 Penalty: 6123.033691
	Iteration 47Q: 3 clusters Score -2.70028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -27002796.000000 Penalty: 6123.033691
	Iteration 48Q: 3 clusters Score -2.70028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 228089 members 
Entering Unmasked Estep 
Score: -27002794.000000 Penalty: 6123.033691
	Iteration 49Q: 3 clusters Score -2.700279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 228099 members 
Entering Unmasked Estep 
Score: -27002800.000000 Penalty: 6123.033691
	Iteration 50Q: 3 clusters Score -2.70028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 228105 members 
Entering Unmasked Estep 
Score: -27002798.000000 Penalty: 6123.033691
	Iteration 51Q: 3 clusters Score -2.70028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 228111 members 
Entering Unmasked Estep 
Score: -27002804.000000 Penalty: 6123.033691
	Iteration 52Q: 3 clusters Score -2.70028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 228116 members 
Entering Unmasked Estep 
Score: -27002788.000000 Penalty: 6123.033691
	Iteration 53Q: 3 clusters Score -2.700279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 228122 members 
Entering Unmasked Estep 
Score: -27002798.000000 Penalty: 6123.033691
	Iteration 54Q: 3 clusters Score -2.70028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -27002782.000000 Penalty: 6123.033691
	Iteration 55Q: 3 clusters Score -2.700278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 228132 members 
Entering Unmasked Estep 
Score: -27002784.000000 Penalty: 6123.033691
	Iteration 56Q: 3 clusters Score -2.700278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 228134 members 
Entering Unmasked Estep 
Score: -27002780.000000 Penalty: 6123.033691
	Iteration 57Q: 3 clusters Score -2.700278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -27002782.000000 Penalty: 6123.033691
	Iteration 58Q: 3 clusters Score -2.700278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -27002782.000000 Penalty: 6123.033691
	Iteration 59F: 3 clusters Score -2.700278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Entering Unmasked Estep 
Score: -2144737.500000 Penalty: 2436.341553
	Iteration 0F: 2 clusters Score -2144738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2131804.250000 Penalty: 4872.683105
	Iteration 0F: 3 clusters Score -2131804 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2135998.500000 Penalty: 4872.683105
	Iteration 1F: 3 clusters Score -2135998 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2136394.500000 Penalty: 4872.683105
	Iteration 2F: 3 clusters Score -2136394 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2136750.500000 Penalty: 4872.683105
	Iteration 3Q: 3 clusters Score -2136750 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2137058.250000 Penalty: 4872.683105
	Iteration 4Q: 3 clusters Score -2137058 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2137358.250000 Penalty: 4872.683105
	Iteration 5Q: 3 clusters Score -2137358 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2137666.000000 Penalty: 4872.683105
	Iteration 6Q: 3 clusters Score -2137666 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2137975.750000 Penalty: 4872.683105
	Iteration 7Q: 3 clusters Score -2137976 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2138335.250000 Penalty: 4872.683105
	Iteration 8Q: 3 clusters Score -2138335 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2138729.250000 Penalty: 4872.683105
	Iteration 9Q: 3 clusters Score -2138729 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2139124.500000 Penalty: 4872.683105
	Iteration 10Q: 3 clusters Score -2139124 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2139512.000000 Penalty: 4872.683105
	Iteration 11Q: 3 clusters Score -2139512 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2139885.750000 Penalty: 4872.683105
	Iteration 12Q: 3 clusters Score -2139886 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2140255.750000 Penalty: 4872.683105
	Iteration 13Q: 3 clusters Score -2140256 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2140601.750000 Penalty: 4872.683105
	Iteration 14Q: 3 clusters Score -2140602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2140935.500000 Penalty: 4872.683105
	Iteration 15Q: 3 clusters Score -2140936 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2141237.250000 Penalty: 4872.683105
	Iteration 16Q: 3 clusters Score -2141237 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2141484.250000 Penalty: 4872.683105
	Iteration 17Q: 3 clusters Score -2141484 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2141677.250000 Penalty: 4872.683105
	Iteration 18Q: 3 clusters Score -2141677 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2141856.750000 Penalty: 4872.683105
	Iteration 19Q: 3 clusters Score -2141857 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2141999.000000 Penalty: 4872.683105
	Iteration 20F: 3 clusters Score -2141999 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2142124.250000 Penalty: 4872.683105
	Iteration 21Q: 3 clusters Score -2142124 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2142236.000000 Penalty: 4872.683105
	Iteration 22Q: 3 clusters Score -2142236 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2142348.750000 Penalty: 4872.683105
	Iteration 23Q: 3 clusters Score -2142349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2142427.500000 Penalty: 4872.683105
	Iteration 24Q: 3 clusters Score -2142428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2142502.250000 Penalty: 4872.683105
	Iteration 25Q: 3 clusters Score -2142502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2142563.750000 Penalty: 4872.683105
	Iteration 26Q: 3 clusters Score -2142564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2142622.500000 Penalty: 4872.683105
	Iteration 27Q: 3 clusters Score -2142622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2142664.250000 Penalty: 4872.683105
	Iteration 28Q: 3 clusters Score -2142664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2142685.000000 Penalty: 4872.683105
	Iteration 29Q: 3 clusters Score -2142685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2142696.500000 Penalty: 4872.683105
	Iteration 30Q: 3 clusters Score -2142696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2142704.500000 Penalty: 4872.683105
	Iteration 31Q: 3 clusters Score -2142704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2142723.250000 Penalty: 4872.683105
	Iteration 32Q: 3 clusters Score -2142723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2142733.000000 Penalty: 4872.683105
	Iteration 33Q: 3 clusters Score -2142733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2142750.250000 Penalty: 4872.683105
	Iteration 34Q: 3 clusters Score -2142750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2142765.500000 Penalty: 4872.683105
	Iteration 35Q: 3 clusters Score -2142766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2142786.000000 Penalty: 4872.683105
	Iteration 36Q: 3 clusters Score -2142786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2142797.500000 Penalty: 4872.683105
	Iteration 37Q: 3 clusters Score -2142798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2142806.250000 Penalty: 4872.683105
	Iteration 38Q: 3 clusters Score -2142806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2142812.000000 Penalty: 4872.683105
	Iteration 39Q: 3 clusters Score -2142812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2142813.000000 Penalty: 4872.683105
	Iteration 40F: 3 clusters Score -2142813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2142818.000000 Penalty: 4872.683105
	Iteration 41Q: 3 clusters Score -2142818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2142826.500000 Penalty: 4872.683105
	Iteration 42Q: 3 clusters Score -2142826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2142832.750000 Penalty: 4872.683105
	Iteration 43Q: 3 clusters Score -2142833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2142838.250000 Penalty: 4872.683105
	Iteration 44Q: 3 clusters Score -2142838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2142839.250000 Penalty: 4872.683105
	Iteration 45Q: 3 clusters Score -2142839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2142842.750000 Penalty: 4872.683105
	Iteration 46Q: 3 clusters Score -2142843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2142848.250000 Penalty: 4872.683105
	Iteration 47Q: 3 clusters Score -2142848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2142849.500000 Penalty: 4872.683105
	Iteration 48Q: 3 clusters Score -2142850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2142855.000000 Penalty: 4872.683105
	Iteration 49Q: 3 clusters Score -2142855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2142853.250000 Penalty: 4872.683105
	Iteration 50Q: 3 clusters Score -2142853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2142858.250000 Penalty: 4872.683105
	Iteration 51Q: 3 clusters Score -2142858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2142862.750000 Penalty: 4872.683105
	Iteration 52Q: 3 clusters Score -2142863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2142861.750000 Penalty: 4872.683105
	Iteration 53Q: 3 clusters Score -2142862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2142866.250000 Penalty: 4872.683105
	Iteration 54Q: 3 clusters Score -2142866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2142867.000000 Penalty: 4872.683105
	Iteration 55Q: 3 clusters Score -2142867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2142871.250000 Penalty: 4872.683105
	Iteration 56Q: 3 clusters Score -2142871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2142872.750000 Penalty: 4872.683105
	Iteration 57Q: 3 clusters Score -2142873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2142869.500000 Penalty: 4872.683105
	Iteration 58Q: 3 clusters Score -2142870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2142870.000000 Penalty: 4872.683105
	Iteration 59Q: 3 clusters Score -2142870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2142870.000000 Penalty: 4872.683105
	Iteration 60F: 3 clusters Score -2142870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -219606.921875 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -219606.9 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 963 members 
Entering Unmasked Estep 
Score: -217013.296875 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -217013.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217438.281250 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -217438.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217545.718750 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -217545.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217604.156250 Penalty: 3747.988281
	Iteration 3Q: 3 clusters Score -217604.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217641.281250 Penalty: 3747.988281
	Iteration 4Q: 3 clusters Score -217641.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217669.031250 Penalty: 3747.988281
	Iteration 5Q: 3 clusters Score -217669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -217698.421875 Penalty: 3747.988281
	Iteration 6Q: 3 clusters Score -217698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -217715.812500 Penalty: 3747.988281
	Iteration 7Q: 3 clusters Score -217715.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -217731.390625 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -217731.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217744.640625 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -217744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -217761.093750 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -217761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -217775.359375 Penalty: 3747.988281
	Iteration 11Q: 3 clusters Score -217775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -217788.328125 Penalty: 3747.988281
	Iteration 12Q: 3 clusters Score -217788.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -217797.000000 Penalty: 3747.988281
	Iteration 13Q: 3 clusters Score -217797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -217807.453125 Penalty: 3747.988281
	Iteration 14Q: 3 clusters Score -217807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -217815.343750 Penalty: 3747.988281
	Iteration 15Q: 3 clusters Score -217815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -217818.281250 Penalty: 3747.988281
	Iteration 16Q: 3 clusters Score -217818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -217821.328125 Penalty: 3747.988281
	Iteration 17Q: 3 clusters Score -217821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -217822.890625 Penalty: 3747.988281
	Iteration 18Q: 3 clusters Score -217822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -217826.187500 Penalty: 3747.988281
	Iteration 19Q: 3 clusters Score -217826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -217828.796875 Penalty: 3747.988281
	Iteration 20F: 3 clusters Score -217828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -217833.171875 Penalty: 3747.988281
	Iteration 21Q: 3 clusters Score -217833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -217837.734375 Penalty: 3747.988281
	Iteration 22Q: 3 clusters Score -217837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -217841.375000 Penalty: 3747.988281
	Iteration 23Q: 3 clusters Score -217841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -217843.500000 Penalty: 3747.988281
	Iteration 24Q: 3 clusters Score -217843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -217845.031250 Penalty: 3747.988281
	Iteration 25Q: 3 clusters Score -217845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -217846.250000 Penalty: 3747.988281
	Iteration 26Q: 3 clusters Score -217846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -217846.593750 Penalty: 3747.988281
	Iteration 27Q: 3 clusters Score -217846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -217846.937500 Penalty: 3747.988281
	Iteration 28Q: 3 clusters Score -217846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -217849.359375 Penalty: 3747.988281
	Iteration 29Q: 3 clusters Score -217849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -217850.296875 Penalty: 3747.988281
	Iteration 30Q: 3 clusters Score -217850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -217850.296875 Penalty: 3747.988281
	Iteration 31F: 3 clusters Score -217850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (250223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250223 members 
Entering Unmasked Estep 
Score: -29256162.000000 Penalty: 3082.666748
	Iteration 0F: 2 clusters Score -2.925616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -29094856.000000 Penalty: 6165.333496
	Iteration 0F: 3 clusters Score -2.909486e+07 nChanged 120940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120848 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -29166442.000000 Penalty: 6165.333496
	Iteration 1F: 3 clusters Score -2.916644e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 132038 members 
Entering Unmasked Estep 
Score: -29167914.000000 Penalty: 6165.333496
	Iteration 2Q: 3 clusters Score -2.916791e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114020 members 
Mstep: Class 2 contains 136203 members 
Entering Unmasked Estep 
Score: -29170294.000000 Penalty: 6165.333496
	Iteration 3Q: 3 clusters Score -2.917029e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Mstep: Class 2 contains 142712 members 
Entering Unmasked Estep 
Score: -29173960.000000 Penalty: 6165.333496
	Iteration 4Q: 3 clusters Score -2.917396e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -29180178.000000 Penalty: 6165.333496
	Iteration 5F: 3 clusters Score -2.918018e+07 nChanged 17396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 167431 members 
Entering Unmasked Estep 
Score: -29190534.000000 Penalty: 6165.333496
	Iteration 6F: 3 clusters Score -2.919053e+07 nChanged 21037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 186980 members 
Entering Unmasked Estep 
Score: -29206558.000000 Penalty: 6165.333496
	Iteration 7F: 3 clusters Score -2.920656e+07 nChanged 21426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 207840 members 
Entering Unmasked Estep 
Score: -29224966.000000 Penalty: 6165.333496
	Iteration 8F: 3 clusters Score -2.922497e+07 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 223821 members 
Entering Unmasked Estep 
Score: -29239400.000000 Penalty: 6165.333496
	Iteration 9F: 3 clusters Score -2.92394e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 232682 members 
Entering Unmasked Estep 
Score: -29248046.000000 Penalty: 6165.333496
	Iteration 10Q: 3 clusters Score -2.924805e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 236548 members 
Entering Unmasked Estep 
Score: -29251736.000000 Penalty: 6165.333496
	Iteration 11Q: 3 clusters Score -2.925174e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 238641 members 
Entering Unmasked Estep 
Score: -29253086.000000 Penalty: 6165.333496
	Iteration 12Q: 3 clusters Score -2.925309e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 240133 members 
Entering Unmasked Estep 
Score: -29253608.000000 Penalty: 6165.333496
	Iteration 13Q: 3 clusters Score -2.925361e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 241355 members 
Entering Unmasked Estep 
Score: -29253906.000000 Penalty: 6165.333496
	Iteration 14Q: 3 clusters Score -2.925391e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 242346 members 
Entering Unmasked Estep 
Score: -29254024.000000 Penalty: 6165.333496
	Iteration 15Q: 3 clusters Score -2.925402e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 243108 members 
Entering Unmasked Estep 
Score: -29254176.000000 Penalty: 6165.333496
	Iteration 16Q: 3 clusters Score -2.925418e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 243711 members 
Entering Unmasked Estep 
Score: -29254102.000000 Penalty: 6165.333496
	Iteration 17Q: 3 clusters Score -2.92541e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 244244 members 
Entering Unmasked Estep 
Score: -29254162.000000 Penalty: 6165.333496
	Iteration 18Q: 3 clusters Score -2.925416e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 244678 members 
Entering Unmasked Estep 
Score: -29254198.000000 Penalty: 6165.333496
	Iteration 19Q: 3 clusters Score -2.92542e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 245065 members 
Entering Unmasked Estep 
Score: -29254174.000000 Penalty: 6165.333496
	Iteration 20F: 3 clusters Score -2.925417e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 245392 members 
Entering Unmasked Estep 
Score: -29254144.000000 Penalty: 6165.333496
	Iteration 21Q: 3 clusters Score -2.925414e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 245667 members 
Entering Unmasked Estep 
Score: -29254204.000000 Penalty: 6165.333496
	Iteration 22Q: 3 clusters Score -2.92542e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 245919 members 
Entering Unmasked Estep 
Score: -29254168.000000 Penalty: 6165.333496
	Iteration 23Q: 3 clusters Score -2.925417e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 246156 members 
Entering Unmasked Estep 
Score: -29254190.000000 Penalty: 6165.333496
	Iteration 24Q: 3 clusters Score -2.925419e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 246360 members 
Entering Unmasked Estep 
Score: -29254202.000000 Penalty: 6165.333496
	Iteration 25Q: 3 clusters Score -2.92542e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 246533 members 
Entering Unmasked Estep 
Score: -29254252.000000 Penalty: 6165.333496
	Iteration 26Q: 3 clusters Score -2.925425e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 246687 members 
Entering Unmasked Estep 
Score: -29254272.000000 Penalty: 6165.333496
	Iteration 27Q: 3 clusters Score -2.925427e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 246813 members 
Entering Unmasked Estep 
Score: -29254274.000000 Penalty: 6165.333496
	Iteration 28Q: 3 clusters Score -2.925427e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 246939 members 
Entering Unmasked Estep 
Score: -29254286.000000 Penalty: 6165.333496
	Iteration 29Q: 3 clusters Score -2.925429e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 247064 members 
Entering Unmasked Estep 
Score: -29254258.000000 Penalty: 6165.333496
	Iteration 30Q: 3 clusters Score -2.925426e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 247158 members 
Entering Unmasked Estep 
Score: -29254276.000000 Penalty: 6165.333496
	Iteration 31Q: 3 clusters Score -2.925428e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 247244 members 
Entering Unmasked Estep 
Score: -29254256.000000 Penalty: 6165.333496
	Iteration 32Q: 3 clusters Score -2.925426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 247336 members 
Entering Unmasked Estep 
Score: -29254290.000000 Penalty: 6165.333496
	Iteration 33Q: 3 clusters Score -2.925429e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 247406 members 
Entering Unmasked Estep 
Score: -29254322.000000 Penalty: 6165.333496
	Iteration 34Q: 3 clusters Score -2.925432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 247462 members 
Entering Unmasked Estep 
Score: -29254302.000000 Penalty: 6165.333496
	Iteration 35Q: 3 clusters Score -2.92543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 247506 members 
Entering Unmasked Estep 
Score: -29254302.000000 Penalty: 6165.333496
	Iteration 36Q: 3 clusters Score -2.92543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 247551 members 
Entering Unmasked Estep 
Score: -29254296.000000 Penalty: 6165.333496
	Iteration 37Q: 3 clusters Score -2.92543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 247599 members 
Entering Unmasked Estep 
Score: -29254268.000000 Penalty: 6165.333496
	Iteration 38Q: 3 clusters Score -2.925427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 247628 members 
Entering Unmasked Estep 
Score: -29254240.000000 Penalty: 6165.333496
	Iteration 39Q: 3 clusters Score -2.925424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 247672 members 
Entering Unmasked Estep 
Score: -29254236.000000 Penalty: 6165.333496
	Iteration 40F: 3 clusters Score -2.925424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 247721 members 
Entering Unmasked Estep 
Score: -29254206.000000 Penalty: 6165.333496
	Iteration 41Q: 3 clusters Score -2.925421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 247767 members 
Entering Unmasked Estep 
Score: -29254212.000000 Penalty: 6165.333496
	Iteration 42Q: 3 clusters Score -2.925421e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 247813 members 
Entering Unmasked Estep 
Score: -29254214.000000 Penalty: 6165.333496
	Iteration 43Q: 3 clusters Score -2.925421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 247867 members 
Entering Unmasked Estep 
Score: -29254208.000000 Penalty: 6165.333496
	Iteration 44Q: 3 clusters Score -2.925421e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 247915 members 
Entering Unmasked Estep 
Score: -29254196.000000 Penalty: 6165.333496
	Iteration 45Q: 3 clusters Score -2.92542e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 247959 members 
Entering Unmasked Estep 
Score: -29254184.000000 Penalty: 6165.333496
	Iteration 46Q: 3 clusters Score -2.925418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 247995 members 
Entering Unmasked Estep 
Score: -29254182.000000 Penalty: 6165.333496
	Iteration 47Q: 3 clusters Score -2.925418e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 248025 members 
Entering Unmasked Estep 
Score: -29254192.000000 Penalty: 6165.333496
	Iteration 48Q: 3 clusters Score -2.925419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 248058 members 
Entering Unmasked Estep 
Score: -29254170.000000 Penalty: 6165.333496
	Iteration 49Q: 3 clusters Score -2.925417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 248087 members 
Entering Unmasked Estep 
Score: -29254168.000000 Penalty: 6165.333496
	Iteration 50Q: 3 clusters Score -2.925417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 248110 members 
Entering Unmasked Estep 
Score: -29254158.000000 Penalty: 6165.333496
	Iteration 51Q: 3 clusters Score -2.925416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 248138 members 
Entering Unmasked Estep 
Score: -29254168.000000 Penalty: 6165.333496
	Iteration 52Q: 3 clusters Score -2.925417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 248163 members 
Entering Unmasked Estep 
Score: -29254158.000000 Penalty: 6165.333496
	Iteration 53Q: 3 clusters Score -2.925416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 248184 members 
Entering Unmasked Estep 
Score: -29254156.000000 Penalty: 6165.333496
	Iteration 54Q: 3 clusters Score -2.925416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 248193 members 
Entering Unmasked Estep 
Score: -29254128.000000 Penalty: 6165.333496
	Iteration 55Q: 3 clusters Score -2.925413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 248194 members 
Entering Unmasked Estep 
Score: -29254144.000000 Penalty: 6165.333496
	Iteration 56Q: 3 clusters Score -2.925414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 248198 members 
Entering Unmasked Estep 
Score: -29254136.000000 Penalty: 6165.333496
	Iteration 57Q: 3 clusters Score -2.925414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 248205 members 
Entering Unmasked Estep 
Score: -29254134.000000 Penalty: 6165.333496
	Iteration 58Q: 3 clusters Score -2.925413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 248214 members 
Entering Unmasked Estep 
Score: -29254138.000000 Penalty: 6165.333496
	Iteration 59Q: 3 clusters Score -2.925414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 248220 members 
Entering Unmasked Estep 
Score: -29254154.000000 Penalty: 6165.333496
	Iteration 60F: 3 clusters Score -2.925415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 248229 members 
Entering Unmasked Estep 
Score: -29254142.000000 Penalty: 6165.333496
	Iteration 61Q: 3 clusters Score -2.925414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 248241 members 
Entering Unmasked Estep 
Score: -29254186.000000 Penalty: 6165.333496
	Iteration 62Q: 3 clusters Score -2.925419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 248253 members 
Entering Unmasked Estep 
Score: -29254194.000000 Penalty: 6165.333496
	Iteration 63Q: 3 clusters Score -2.925419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 248261 members 
Entering Unmasked Estep 
Score: -29254206.000000 Penalty: 6165.333496
	Iteration 64Q: 3 clusters Score -2.925421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 248269 members 
Entering Unmasked Estep 
Score: -29254216.000000 Penalty: 6165.333496
	Iteration 65Q: 3 clusters Score -2.925422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 248273 members 
Entering Unmasked Estep 
Score: -29254196.000000 Penalty: 6165.333496
	Iteration 66Q: 3 clusters Score -2.92542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 248278 members 
Entering Unmasked Estep 
Score: -29254188.000000 Penalty: 6165.333496
	Iteration 67Q: 3 clusters Score -2.925419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 248281 members 
Entering Unmasked Estep 
Score: -29254194.000000 Penalty: 6165.333496
	Iteration 68Q: 3 clusters Score -2.925419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 248285 members 
Entering Unmasked Estep 
Score: -29254204.000000 Penalty: 6165.333496
	Iteration 69Q: 3 clusters Score -2.92542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 248288 members 
Entering Unmasked Estep 
Score: -29254188.000000 Penalty: 6165.333496
	Iteration 70Q: 3 clusters Score -2.925419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 248291 members 
Entering Unmasked Estep 
Score: -29254188.000000 Penalty: 6165.333496
	Iteration 71Q: 3 clusters Score -2.925419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 248293 members 
Entering Unmasked Estep 
Score: -29254196.000000 Penalty: 6165.333496
	Iteration 72Q: 3 clusters Score -2.92542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 248296 members 
Entering Unmasked Estep 
Score: -29254192.000000 Penalty: 6165.333496
	Iteration 73Q: 3 clusters Score -2.925419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 248300 members 
Entering Unmasked Estep 
Score: -29254196.000000 Penalty: 6165.333496
	Iteration 74Q: 3 clusters Score -2.92542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 248306 members 
Entering Unmasked Estep 
Score: -29254194.000000 Penalty: 6165.333496
	Iteration 75Q: 3 clusters Score -2.925419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 248311 members 
Entering Unmasked Estep 
Score: -29254198.000000 Penalty: 6165.333496
	Iteration 76Q: 3 clusters Score -2.92542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 248313 members 
Entering Unmasked Estep 
Score: -29254206.000000 Penalty: 6165.333496
	Iteration 77Q: 3 clusters Score -2.925421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 248314 members 
Entering Unmasked Estep 
Score: -29254216.000000 Penalty: 6165.333496
	Iteration 78Q: 3 clusters Score -2.925422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 248315 members 
Entering Unmasked Estep 
Score: -29254214.000000 Penalty: 6165.333496
	Iteration 79Q: 3 clusters Score -2.925421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 248316 members 
Entering Unmasked Estep 
Score: -29254202.000000 Penalty: 6165.333496
	Iteration 80F: 3 clusters Score -2.92542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -269577.062500 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -269577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -266683.593750 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -266683.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -267203.968750 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -267204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267329.218750 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -267329.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267402.906250 Penalty: 3869.287109
	Iteration 3Q: 3 clusters Score -267402.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -267449.781250 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -267449.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -267494.062500 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -267494.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -267539.843750 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -267539.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267586.218750 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -267586.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -267644.218750 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -267644.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267702.750000 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -267702.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267754.718750 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -267754.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -267823.000000 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -267823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -267885.468750 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -267885.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267937.625000 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -267937.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267979.906250 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -267979.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -268017.062500 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -268017.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -268040.531250 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -268040.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -268061.843750 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -268061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268078.000000 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -268078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -268093.375000 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -268093.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -268106.218750 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -268106.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -268122.187500 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -268122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -268130.812500 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -268130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -268136.250000 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -268136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -268139.843750 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -268139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -268141.593750 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -268141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -268142.062500 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -268142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -268142.625000 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -268142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -268142.625000 Penalty: 3869.287109
	Iteration 28F: 3 clusters Score -268142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Entering Unmasked Estep 
Score: -6066540.000000 Penalty: 2690.404297
	Iteration 0F: 2 clusters Score -6066540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6031909.500000 Penalty: 5380.808594
	Iteration 0F: 3 clusters Score -6031910 nChanged 23783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -6045511.000000 Penalty: 5380.808594
	Iteration 1F: 3 clusters Score -6045511 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -6046784.000000 Penalty: 5380.808594
	Iteration 2F: 3 clusters Score -6046784 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6048684.000000 Penalty: 5380.808594
	Iteration 3F: 3 clusters Score -6048684 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -6051662.000000 Penalty: 5380.808594
	Iteration 4F: 3 clusters Score -6051662 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -6055278.500000 Penalty: 5380.808594
	Iteration 5F: 3 clusters Score -6055278 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -6058530.000000 Penalty: 5380.808594
	Iteration 6F: 3 clusters Score -6058530 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -6060772.000000 Penalty: 5380.808594
	Iteration 7F: 3 clusters Score -6060772 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6062109.500000 Penalty: 5380.808594
	Iteration 8Q: 3 clusters Score -6062110 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -6062926.500000 Penalty: 5380.808594
	Iteration 9Q: 3 clusters Score -6062926 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -6063507.500000 Penalty: 5380.808594
	Iteration 10Q: 3 clusters Score -6063508 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -6064025.000000 Penalty: 5380.808594
	Iteration 11Q: 3 clusters Score -6064025 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -6064426.500000 Penalty: 5380.808594
	Iteration 12Q: 3 clusters Score -6064426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6064684.000000 Penalty: 5380.808594
	Iteration 13Q: 3 clusters Score -6064684 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -6064809.000000 Penalty: 5380.808594
	Iteration 14Q: 3 clusters Score -6064809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6064898.000000 Penalty: 5380.808594
	Iteration 15Q: 3 clusters Score -6064898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -6064930.500000 Penalty: 5380.808594
	Iteration 16Q: 3 clusters Score -6064930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6064960.000000 Penalty: 5380.808594
	Iteration 17Q: 3 clusters Score -6064960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -6064976.500000 Penalty: 5380.808594
	Iteration 18Q: 3 clusters Score -6064976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6064987.000000 Penalty: 5380.808594
	Iteration 19Q: 3 clusters Score -6064987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -6064989.000000 Penalty: 5380.808594
	Iteration 20F: 3 clusters Score -6064989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -6064999.000000 Penalty: 5380.808594
	Iteration 21Q: 3 clusters Score -6064999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -6065015.500000 Penalty: 5380.808594
	Iteration 22Q: 3 clusters Score -6065016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -6065015.500000 Penalty: 5380.808594
	Iteration 23Q: 3 clusters Score -6065016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6065019.500000 Penalty: 5380.808594
	Iteration 24Q: 3 clusters Score -6065020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -6065015.500000 Penalty: 5380.808594
	Iteration 25Q: 3 clusters Score -6065016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6065026.000000 Penalty: 5380.808594
	Iteration 26Q: 3 clusters Score -6065026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -6065026.500000 Penalty: 5380.808594
	Iteration 27Q: 3 clusters Score -6065026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -6065029.500000 Penalty: 5380.808594
	Iteration 28Q: 3 clusters Score -6065030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -6065029.000000 Penalty: 5380.808594
	Iteration 29Q: 3 clusters Score -6065029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -6065029.000000 Penalty: 5380.808594
	Iteration 30Q: 3 clusters Score -6065029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -6065024.000000 Penalty: 5380.808594
	Iteration 31Q: 3 clusters Score -6065024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6065027.000000 Penalty: 5380.808594
	Iteration 32Q: 3 clusters Score -6065027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6065036.500000 Penalty: 5380.808594
	Iteration 33Q: 3 clusters Score -6065036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6065034.000000 Penalty: 5380.808594
	Iteration 34Q: 3 clusters Score -6065034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -6065033.500000 Penalty: 5380.808594
	Iteration 35Q: 3 clusters Score -6065034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -6065033.500000 Penalty: 5380.808594
	Iteration 36Q: 3 clusters Score -6065034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -6065035.500000 Penalty: 5380.808594
	Iteration 37Q: 3 clusters Score -6065036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -6065045.000000 Penalty: 5380.808594
	Iteration 38Q: 3 clusters Score -6065045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -6065043.000000 Penalty: 5380.808594
	Iteration 39Q: 3 clusters Score -6065043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6065039.500000 Penalty: 5380.808594
	Iteration 40F: 3 clusters Score -6065040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6065039.000000 Penalty: 5380.808594
	Iteration 41Q: 3 clusters Score -6065039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6065039.000000 Penalty: 5380.808594
	Iteration 42F: 3 clusters Score -6065039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Entering Unmasked Estep 
Score: -9654536.000000 Penalty: 2808.625000
	Iteration 0F: 2 clusters Score -9654536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -9599330.000000 Penalty: 5617.250000
	Iteration 0F: 3 clusters Score -9599330 nChanged 38877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -9620948.000000 Penalty: 5617.250000
	Iteration 1F: 3 clusters Score -9620948 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -9621705.000000 Penalty: 5617.250000
	Iteration 2Q: 3 clusters Score -9621705 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9622641.000000 Penalty: 5617.250000
	Iteration 3Q: 3 clusters Score -9622641 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -9623922.000000 Penalty: 5617.250000
	Iteration 4Q: 3 clusters Score -9623922 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -9625650.000000 Penalty: 5617.250000
	Iteration 5Q: 3 clusters Score -9625650 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -9628464.000000 Penalty: 5617.250000
	Iteration 6F: 3 clusters Score -9628464 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -9632698.000000 Penalty: 5617.250000
	Iteration 7F: 3 clusters Score -9632698 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -9638199.000000 Penalty: 5617.250000
	Iteration 8F: 3 clusters Score -9638199 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -9643658.000000 Penalty: 5617.250000
	Iteration 9F: 3 clusters Score -9643658 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -9647682.000000 Penalty: 5617.250000
	Iteration 10F: 3 clusters Score -9647682 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -9650071.000000 Penalty: 5617.250000
	Iteration 11Q: 3 clusters Score -9650071 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -9651251.000000 Penalty: 5617.250000
	Iteration 12Q: 3 clusters Score -9651251 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -9651743.000000 Penalty: 5617.250000
	Iteration 13Q: 3 clusters Score -9651743 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -9651967.000000 Penalty: 5617.250000
	Iteration 14Q: 3 clusters Score -9651967 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -9652108.000000 Penalty: 5617.250000
	Iteration 15Q: 3 clusters Score -9652108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -9652216.000000 Penalty: 5617.250000
	Iteration 16Q: 3 clusters Score -9652216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -9652260.000000 Penalty: 5617.250000
	Iteration 17Q: 3 clusters Score -9652260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -9652297.000000 Penalty: 5617.250000
	Iteration 18Q: 3 clusters Score -9652297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -9652313.000000 Penalty: 5617.250000
	Iteration 19Q: 3 clusters Score -9652313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -9652317.000000 Penalty: 5617.250000
	Iteration 20F: 3 clusters Score -9652317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -9652331.000000 Penalty: 5617.250000
	Iteration 21Q: 3 clusters Score -9652331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -9652330.000000 Penalty: 5617.250000
	Iteration 22Q: 3 clusters Score -9652330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -9652355.000000 Penalty: 5617.250000
	Iteration 23Q: 3 clusters Score -9652355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -9652349.000000 Penalty: 5617.250000
	Iteration 24Q: 3 clusters Score -9652349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -9652352.000000 Penalty: 5617.250000
	Iteration 25Q: 3 clusters Score -9652352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -9652347.000000 Penalty: 5617.250000
	Iteration 26Q: 3 clusters Score -9652347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -9652351.000000 Penalty: 5617.250000
	Iteration 27Q: 3 clusters Score -9652351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -9652351.000000 Penalty: 5617.250000
	Iteration 28Q: 3 clusters Score -9652351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -9652350.000000 Penalty: 5617.250000
	Iteration 29Q: 3 clusters Score -9652350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -9652350.000000 Penalty: 5617.250000
	Iteration 30F: 3 clusters Score -9652350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (87184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Entering Unmasked Estep 
Score: -10339477.000000 Penalty: 2821.192627
	Iteration 0F: 2 clusters Score -1.033948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -10281605.000000 Penalty: 5642.385254
	Iteration 0F: 3 clusters Score -1.02816e+07 nChanged 40790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -10304661.000000 Penalty: 5642.385254
	Iteration 1F: 3 clusters Score -1.030466e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -10305424.000000 Penalty: 5642.385254
	Iteration 2Q: 3 clusters Score -1.030542e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -10306448.000000 Penalty: 5642.385254
	Iteration 3Q: 3 clusters Score -1.030645e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -10307937.000000 Penalty: 5642.385254
	Iteration 4Q: 3 clusters Score -1.030794e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -10310172.000000 Penalty: 5642.385254
	Iteration 5F: 3 clusters Score -1.031017e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -10313582.000000 Penalty: 5642.385254
	Iteration 6F: 3 clusters Score -1.031358e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -10318095.000000 Penalty: 5642.385254
	Iteration 7F: 3 clusters Score -1.03181e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -10323611.000000 Penalty: 5642.385254
	Iteration 8F: 3 clusters Score -1.032361e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -10328147.000000 Penalty: 5642.385254
	Iteration 9F: 3 clusters Score -1.032815e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -10330574.000000 Penalty: 5642.385254
	Iteration 10Q: 3 clusters Score -1.033057e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -10331675.000000 Penalty: 5642.385254
	Iteration 11Q: 3 clusters Score -1.033168e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -10332264.000000 Penalty: 5642.385254
	Iteration 12Q: 3 clusters Score -1.033226e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -10332669.000000 Penalty: 5642.385254
	Iteration 13Q: 3 clusters Score -1.033267e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -10333007.000000 Penalty: 5642.385254
	Iteration 14Q: 3 clusters Score -1.033301e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -10333368.000000 Penalty: 5642.385254
	Iteration 15Q: 3 clusters Score -1.033337e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -10333608.000000 Penalty: 5642.385254
	Iteration 16Q: 3 clusters Score -1.033361e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -10333827.000000 Penalty: 5642.385254
	Iteration 17Q: 3 clusters Score -1.033383e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -10334123.000000 Penalty: 5642.385254
	Iteration 18Q: 3 clusters Score -1.033412e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -10334351.000000 Penalty: 5642.385254
	Iteration 19Q: 3 clusters Score -1.033435e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -10334565.000000 Penalty: 5642.385254
	Iteration 20F: 3 clusters Score -1.033456e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -10334820.000000 Penalty: 5642.385254
	Iteration 21Q: 3 clusters Score -1.033482e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -10335102.000000 Penalty: 5642.385254
	Iteration 22Q: 3 clusters Score -1.03351e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -10335359.000000 Penalty: 5642.385254
	Iteration 23Q: 3 clusters Score -1.033536e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -10335566.000000 Penalty: 5642.385254
	Iteration 24Q: 3 clusters Score -1.033557e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -10335829.000000 Penalty: 5642.385254
	Iteration 25Q: 3 clusters Score -1.033583e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -10336034.000000 Penalty: 5642.385254
	Iteration 26Q: 3 clusters Score -1.033603e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -10336211.000000 Penalty: 5642.385254
	Iteration 27Q: 3 clusters Score -1.033621e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -10336370.000000 Penalty: 5642.385254
	Iteration 28Q: 3 clusters Score -1.033637e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -10336512.000000 Penalty: 5642.385254
	Iteration 29Q: 3 clusters Score -1.033651e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -10336659.000000 Penalty: 5642.385254
	Iteration 30Q: 3 clusters Score -1.033666e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -10336799.000000 Penalty: 5642.385254
	Iteration 31Q: 3 clusters Score -1.03368e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -10336924.000000 Penalty: 5642.385254
	Iteration 32Q: 3 clusters Score -1.033692e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10336992.000000 Penalty: 5642.385254
	Iteration 33Q: 3 clusters Score -1.033699e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10337087.000000 Penalty: 5642.385254
	Iteration 34Q: 3 clusters Score -1.033709e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -10337158.000000 Penalty: 5642.385254
	Iteration 35Q: 3 clusters Score -1.033716e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -10337239.000000 Penalty: 5642.385254
	Iteration 36Q: 3 clusters Score -1.033724e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -10337284.000000 Penalty: 5642.385254
	Iteration 37Q: 3 clusters Score -1.033728e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -10337354.000000 Penalty: 5642.385254
	Iteration 38Q: 3 clusters Score -1.033735e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -10337407.000000 Penalty: 5642.385254
	Iteration 39Q: 3 clusters Score -1.033741e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -10337484.000000 Penalty: 5642.385254
	Iteration 40F: 3 clusters Score -1.033748e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -10337531.000000 Penalty: 5642.385254
	Iteration 41Q: 3 clusters Score -1.033753e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -10337553.000000 Penalty: 5642.385254
	Iteration 42Q: 3 clusters Score -1.033755e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -10337559.000000 Penalty: 5642.385254
	Iteration 43Q: 3 clusters Score -1.033756e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -10337573.000000 Penalty: 5642.385254
	Iteration 44Q: 3 clusters Score -1.033757e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -10337610.000000 Penalty: 5642.385254
	Iteration 45Q: 3 clusters Score -1.033761e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -10337627.000000 Penalty: 5642.385254
	Iteration 46Q: 3 clusters Score -1.033763e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -10337653.000000 Penalty: 5642.385254
	Iteration 47Q: 3 clusters Score -1.033765e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -10337681.000000 Penalty: 5642.385254
	Iteration 48Q: 3 clusters Score -1.033768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -10337677.000000 Penalty: 5642.385254
	Iteration 49Q: 3 clusters Score -1.033768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -10337700.000000 Penalty: 5642.385254
	Iteration 50Q: 3 clusters Score -1.03377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -10337717.000000 Penalty: 5642.385254
	Iteration 51Q: 3 clusters Score -1.033772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -10337698.000000 Penalty: 5642.385254
	Iteration 52Q: 3 clusters Score -1.03377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10337709.000000 Penalty: 5642.385254
	Iteration 53Q: 3 clusters Score -1.033771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -10337712.000000 Penalty: 5642.385254
	Iteration 54Q: 3 clusters Score -1.033771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -10337723.000000 Penalty: 5642.385254
	Iteration 55Q: 3 clusters Score -1.033772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -10337746.000000 Penalty: 5642.385254
	Iteration 56Q: 3 clusters Score -1.033775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -10337754.000000 Penalty: 5642.385254
	Iteration 57Q: 3 clusters Score -1.033775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -10337756.000000 Penalty: 5642.385254
	Iteration 58Q: 3 clusters Score -1.033776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -10337746.000000 Penalty: 5642.385254
	Iteration 59Q: 3 clusters Score -1.033775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -10337748.000000 Penalty: 5642.385254
	Iteration 60F: 3 clusters Score -1.033775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -10337747.000000 Penalty: 5642.385254
	Iteration 61Q: 3 clusters Score -1.033775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -10337756.000000 Penalty: 5642.385254
	Iteration 62Q: 3 clusters Score -1.033776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -10337753.000000 Penalty: 5642.385254
	Iteration 63Q: 3 clusters Score -1.033775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -10337767.000000 Penalty: 5642.385254
	Iteration 64Q: 3 clusters Score -1.033777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -10337768.000000 Penalty: 5642.385254
	Iteration 65Q: 3 clusters Score -1.033777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -10337763.000000 Penalty: 5642.385254
	Iteration 66Q: 3 clusters Score -1.033776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -10337764.000000 Penalty: 5642.385254
	Iteration 67Q: 3 clusters Score -1.033776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -10337767.000000 Penalty: 5642.385254
	Iteration 68Q: 3 clusters Score -1.033777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -10337765.000000 Penalty: 5642.385254
	Iteration 69Q: 3 clusters Score -1.033776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -10337765.000000 Penalty: 5642.385254
	Iteration 70Q: 3 clusters Score -1.033776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -10337769.000000 Penalty: 5642.385254
	Iteration 71Q: 3 clusters Score -1.033777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -10337768.000000 Penalty: 5642.385254
	Iteration 72Q: 3 clusters Score -1.033777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -10337775.000000 Penalty: 5642.385254
	Iteration 73Q: 3 clusters Score -1.033778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -10337770.000000 Penalty: 5642.385254
	Iteration 74Q: 3 clusters Score -1.033777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -10337768.000000 Penalty: 5642.385254
	Iteration 75Q: 3 clusters Score -1.033777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 85315 members 
Entering Unmasked Estep 
Score: -10337776.000000 Penalty: 5642.385254
	Iteration 76Q: 3 clusters Score -1.033778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -10337775.000000 Penalty: 5642.385254
	Iteration 77Q: 3 clusters Score -1.033778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 85321 members 
Entering Unmasked Estep 
Score: -10337774.000000 Penalty: 5642.385254
	Iteration 78Q: 3 clusters Score -1.033777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -10337770.000000 Penalty: 5642.385254
	Iteration 79Q: 3 clusters Score -1.033777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -10337781.000000 Penalty: 5642.385254
	Iteration 80F: 3 clusters Score -1.033778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -10337778.000000 Penalty: 5642.385254
	Iteration 81Q: 3 clusters Score -1.033778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -10337776.000000 Penalty: 5642.385254
	Iteration 82Q: 3 clusters Score -1.033778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -10337777.000000 Penalty: 5642.385254
	Iteration 83Q: 3 clusters Score -1.033778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -10337777.000000 Penalty: 5642.385254
	Iteration 84F: 3 clusters Score -1.033778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (182259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182259 members 
Entering Unmasked Estep 
Score: -21506044.000000 Penalty: 3004.069580
	Iteration 0F: 2 clusters Score -2.150604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -21385238.000000 Penalty: 6008.139160
	Iteration 0F: 3 clusters Score -2.138524e+07 nChanged 87645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -21436986.000000 Penalty: 6008.139160
	Iteration 1F: 3 clusters Score -2.143699e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -21439218.000000 Penalty: 6008.139160
	Iteration 2Q: 3 clusters Score -2.143922e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -21441970.000000 Penalty: 6008.139160
	Iteration 3Q: 3 clusters Score -2.144197e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -21445884.000000 Penalty: 6008.139160
	Iteration 4Q: 3 clusters Score -2.144588e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -21451244.000000 Penalty: 6008.139160
	Iteration 5Q: 3 clusters Score -2.145124e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -21458536.000000 Penalty: 6008.139160
	Iteration 6F: 3 clusters Score -2.145854e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -21466648.000000 Penalty: 6008.139160
	Iteration 7F: 3 clusters Score -2.146665e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134945 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -21474460.000000 Penalty: 6008.139160
	Iteration 8F: 3 clusters Score -2.147446e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141862 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -21480902.000000 Penalty: 6008.139160
	Iteration 9F: 3 clusters Score -2.14809e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -21485500.000000 Penalty: 6008.139160
	Iteration 10Q: 3 clusters Score -2.14855e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152007 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -21488936.000000 Penalty: 6008.139160
	Iteration 11Q: 3 clusters Score -2.148894e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155991 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -21491404.000000 Penalty: 6008.139160
	Iteration 12Q: 3 clusters Score -2.14914e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -21493328.000000 Penalty: 6008.139160
	Iteration 13Q: 3 clusters Score -2.149333e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163145 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -21494932.000000 Penalty: 6008.139160
	Iteration 14Q: 3 clusters Score -2.149493e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166278 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -21496322.000000 Penalty: 6008.139160
	Iteration 15Q: 3 clusters Score -2.149632e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -21497678.000000 Penalty: 6008.139160
	Iteration 16Q: 3 clusters Score -2.149768e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -21498896.000000 Penalty: 6008.139160
	Iteration 17Q: 3 clusters Score -2.14989e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -21499920.000000 Penalty: 6008.139160
	Iteration 18Q: 3 clusters Score -2.149992e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -21500844.000000 Penalty: 6008.139160
	Iteration 19Q: 3 clusters Score -2.150084e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176893 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -21501554.000000 Penalty: 6008.139160
	Iteration 20F: 3 clusters Score -2.150155e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177950 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -21502088.000000 Penalty: 6008.139160
	Iteration 21Q: 3 clusters Score -2.150209e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -21502412.000000 Penalty: 6008.139160
	Iteration 22Q: 3 clusters Score -2.150241e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21502648.000000 Penalty: 6008.139160
	Iteration 23Q: 3 clusters Score -2.150265e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179765 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -21502908.000000 Penalty: 6008.139160
	Iteration 24Q: 3 clusters Score -2.150291e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180085 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -21503046.000000 Penalty: 6008.139160
	Iteration 25Q: 3 clusters Score -2.150305e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21503154.000000 Penalty: 6008.139160
	Iteration 26Q: 3 clusters Score -2.150315e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180484 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21503220.000000 Penalty: 6008.139160
	Iteration 27Q: 3 clusters Score -2.150322e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180607 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21503282.000000 Penalty: 6008.139160
	Iteration 28Q: 3 clusters Score -2.150328e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21503294.000000 Penalty: 6008.139160
	Iteration 29Q: 3 clusters Score -2.150329e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -21503356.000000 Penalty: 6008.139160
	Iteration 30Q: 3 clusters Score -2.150336e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180854 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21503400.000000 Penalty: 6008.139160
	Iteration 31Q: 3 clusters Score -2.15034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180910 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21503458.000000 Penalty: 6008.139160
	Iteration 32Q: 3 clusters Score -2.150346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21503466.000000 Penalty: 6008.139160
	Iteration 33Q: 3 clusters Score -2.150347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21503492.000000 Penalty: 6008.139160
	Iteration 34Q: 3 clusters Score -2.150349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181015 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21503458.000000 Penalty: 6008.139160
	Iteration 35Q: 3 clusters Score -2.150346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21503486.000000 Penalty: 6008.139160
	Iteration 36Q: 3 clusters Score -2.150349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21503506.000000 Penalty: 6008.139160
	Iteration 37Q: 3 clusters Score -2.150351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181083 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21503520.000000 Penalty: 6008.139160
	Iteration 38Q: 3 clusters Score -2.150352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181098 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21503536.000000 Penalty: 6008.139160
	Iteration 39Q: 3 clusters Score -2.150354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21503554.000000 Penalty: 6008.139160
	Iteration 40F: 3 clusters Score -2.150355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21503534.000000 Penalty: 6008.139160
	Iteration 41Q: 3 clusters Score -2.150353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21503536.000000 Penalty: 6008.139160
	Iteration 42Q: 3 clusters Score -2.150354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -21503540.000000 Penalty: 6008.139160
	Iteration 43Q: 3 clusters Score -2.150354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21503558.000000 Penalty: 6008.139160
	Iteration 44Q: 3 clusters Score -2.150356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21503556.000000 Penalty: 6008.139160
	Iteration 45Q: 3 clusters Score -2.150356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181150 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21503562.000000 Penalty: 6008.139160
	Iteration 46Q: 3 clusters Score -2.150356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21503568.000000 Penalty: 6008.139160
	Iteration 47Q: 3 clusters Score -2.150357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181159 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21503564.000000 Penalty: 6008.139160
	Iteration 48Q: 3 clusters Score -2.150356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181167 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21503566.000000 Penalty: 6008.139160
	Iteration 49Q: 3 clusters Score -2.150357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181173 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21503574.000000 Penalty: 6008.139160
	Iteration 50Q: 3 clusters Score -2.150357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21503566.000000 Penalty: 6008.139160
	Iteration 51Q: 3 clusters Score -2.150357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21503568.000000 Penalty: 6008.139160
	Iteration 52Q: 3 clusters Score -2.150357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21503556.000000 Penalty: 6008.139160
	Iteration 53Q: 3 clusters Score -2.150356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181204 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21503568.000000 Penalty: 6008.139160
	Iteration 54Q: 3 clusters Score -2.150357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21503568.000000 Penalty: 6008.139160
	Iteration 55Q: 3 clusters Score -2.150357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21503570.000000 Penalty: 6008.139160
	Iteration 56Q: 3 clusters Score -2.150357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181220 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21503582.000000 Penalty: 6008.139160
	Iteration 57Q: 3 clusters Score -2.150358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181221 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21503580.000000 Penalty: 6008.139160
	Iteration 58Q: 3 clusters Score -2.150358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181222 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -21503580.000000 Penalty: 6008.139160
	Iteration 59Q: 3 clusters Score -2.150358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181223 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21503572.000000 Penalty: 6008.139160
	Iteration 60F: 3 clusters Score -2.150357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181225 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21503570.000000 Penalty: 6008.139160
	Iteration 61Q: 3 clusters Score -2.150357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181226 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21503572.000000 Penalty: 6008.139160
	Iteration 62Q: 3 clusters Score -2.150357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21503568.000000 Penalty: 6008.139160
	Iteration 63Q: 3 clusters Score -2.150357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181228 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21503570.000000 Penalty: 6008.139160
	Iteration 64Q: 3 clusters Score -2.150357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181228 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21503570.000000 Penalty: 6008.139160
	Iteration 65F: 3 clusters Score -2.150357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -484121.718750 Penalty: 2078.125732
	Iteration 0F: 2 clusters Score -484121.7 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 2188 members 
Entering Unmasked Estep 
Score: -480023.218750 Penalty: 4156.251465
	Iteration 0F: 3 clusters Score -480023.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -481025.468750 Penalty: 4156.251465
	Iteration 1F: 3 clusters Score -481025.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -481308.468750 Penalty: 4156.251465
	Iteration 2F: 3 clusters Score -481308.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -481574.218750 Penalty: 4156.251465
	Iteration 3F: 3 clusters Score -481574.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -481835.156250 Penalty: 4156.251465
	Iteration 4F: 3 clusters Score -481835.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -482093.625000 Penalty: 4156.251465
	Iteration 5F: 3 clusters Score -482093.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -482407.281250 Penalty: 4156.251465
	Iteration 6F: 3 clusters Score -482407.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -482691.718750 Penalty: 4156.251465
	Iteration 7F: 3 clusters Score -482691.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -482979.156250 Penalty: 4156.251465
	Iteration 8F: 3 clusters Score -482979.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -483235.875000 Penalty: 4156.251465
	Iteration 9Q: 3 clusters Score -483235.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -483431.625000 Penalty: 4156.251465
	Iteration 10Q: 3 clusters Score -483431.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -483560.531250 Penalty: 4156.251465
	Iteration 11Q: 3 clusters Score -483560.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -483628.000000 Penalty: 4156.251465
	Iteration 12Q: 3 clusters Score -483628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -483668.625000 Penalty: 4156.251465
	Iteration 13Q: 3 clusters Score -483668.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -483694.156250 Penalty: 4156.251465
	Iteration 14Q: 3 clusters Score -483694.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -483713.656250 Penalty: 4156.251465
	Iteration 15Q: 3 clusters Score -483713.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -483722.312500 Penalty: 4156.251465
	Iteration 16Q: 3 clusters Score -483722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -483726.687500 Penalty: 4156.251465
	Iteration 17Q: 3 clusters Score -483726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -483727.218750 Penalty: 4156.251465
	Iteration 18Q: 3 clusters Score -483727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -483728.062500 Penalty: 4156.251465
	Iteration 19Q: 3 clusters Score -483728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -483728.906250 Penalty: 4156.251465
	Iteration 20F: 3 clusters Score -483728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -483730.156250 Penalty: 4156.251465
	Iteration 21Q: 3 clusters Score -483730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -483730.156250 Penalty: 4156.251465
	Iteration 22F: 3 clusters Score -483730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Entering Unmasked Estep 
Score: -7936069.000000 Penalty: 2765.414307
	Iteration 0F: 2 clusters Score -7936069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -7889465.500000 Penalty: 5530.828613
	Iteration 0F: 3 clusters Score -7889466 nChanged 32638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -7907696.000000 Penalty: 5530.828613
	Iteration 1F: 3 clusters Score -7907696 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -7908357.000000 Penalty: 5530.828613
	Iteration 2Q: 3 clusters Score -7908357 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7909120.000000 Penalty: 5530.828613
	Iteration 3Q: 3 clusters Score -7909120 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -7910097.000000 Penalty: 5530.828613
	Iteration 4Q: 3 clusters Score -7910097 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -7911568.500000 Penalty: 5530.828613
	Iteration 5Q: 3 clusters Score -7911568 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -7914071.000000 Penalty: 5530.828613
	Iteration 6F: 3 clusters Score -7914071 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -7918022.000000 Penalty: 5530.828613
	Iteration 7F: 3 clusters Score -7918022 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -7923165.000000 Penalty: 5530.828613
	Iteration 8F: 3 clusters Score -7923165 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -7928249.500000 Penalty: 5530.828613
	Iteration 9F: 3 clusters Score -7928250 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -7931495.500000 Penalty: 5530.828613
	Iteration 10Q: 3 clusters Score -7931496 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -7932953.000000 Penalty: 5530.828613
	Iteration 11Q: 3 clusters Score -7932953 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -7933461.500000 Penalty: 5530.828613
	Iteration 12Q: 3 clusters Score -7933462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -7933669.500000 Penalty: 5530.828613
	Iteration 13Q: 3 clusters Score -7933670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -7933772.500000 Penalty: 5530.828613
	Iteration 14Q: 3 clusters Score -7933772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -7933800.500000 Penalty: 5530.828613
	Iteration 15Q: 3 clusters Score -7933800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -7933806.500000 Penalty: 5530.828613
	Iteration 16Q: 3 clusters Score -7933806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -7933828.500000 Penalty: 5530.828613
	Iteration 17Q: 3 clusters Score -7933828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -7933839.000000 Penalty: 5530.828613
	Iteration 18Q: 3 clusters Score -7933839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -7933845.500000 Penalty: 5530.828613
	Iteration 19Q: 3 clusters Score -7933846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -7933853.000000 Penalty: 5530.828613
	Iteration 20F: 3 clusters Score -7933853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -7933852.500000 Penalty: 5530.828613
	Iteration 21Q: 3 clusters Score -7933852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -7933862.500000 Penalty: 5530.828613
	Iteration 22Q: 3 clusters Score -7933862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -7933871.500000 Penalty: 5530.828613
	Iteration 23Q: 3 clusters Score -7933872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -7933871.500000 Penalty: 5530.828613
	Iteration 24Q: 3 clusters Score -7933872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -7933884.500000 Penalty: 5530.828613
	Iteration 25Q: 3 clusters Score -7933884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -7933882.000000 Penalty: 5530.828613
	Iteration 26Q: 3 clusters Score -7933882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -7933882.000000 Penalty: 5530.828613
	Iteration 27F: 3 clusters Score -7933882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -50168.710938 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -50168.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48679.273438 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -48679.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48926.992188 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -48926.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48982.214844 Penalty: 3084.425781
	Iteration 2Q: 3 clusters Score -48982.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49004.875000 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -49004.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49041.828125 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -49041.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49081.316406 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -49081.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49116.441406 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -49116.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -49148.398438 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -49148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49197.167969 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -49197.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49232.378906 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -49232.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49269.199219 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -49269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49292.480469 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -49292.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49320.269531 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -49320.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49339.671875 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -49339.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49368.406250 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -49368.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49383.210938 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -49383.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49418.886719 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -49418.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49448.289062 Penalty: 3084.425781
	Iteration 17Q: 3 clusters Score -49448.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49475.671875 Penalty: 3084.425781
	Iteration 18Q: 3 clusters Score -49475.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49480.621094 Penalty: 3084.425781
	Iteration 19Q: 3 clusters Score -49480.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49482.769531 Penalty: 3084.425781
	Iteration 20F: 3 clusters Score -49482.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49489.410156 Penalty: 3084.425781
	Iteration 21Q: 3 clusters Score -49489.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49521.347656 Penalty: 3084.425781
	Iteration 22Q: 3 clusters Score -49521.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49559.003906 Penalty: 3084.425781
	Iteration 23Q: 3 clusters Score -49559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49581.789062 Penalty: 3084.425781
	Iteration 24Q: 3 clusters Score -49581.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49601.085938 Penalty: 3084.425781
	Iteration 25Q: 3 clusters Score -49601.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49667.000000 Penalty: 3084.425781
	Iteration 26Q: 3 clusters Score -49667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49804.210938 Penalty: 3084.425781
	Iteration 27Q: 3 clusters Score -49804.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49943.007812 Penalty: 3084.425781
	Iteration 28Q: 3 clusters Score -49943.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49969.578125 Penalty: 3084.425781
	Iteration 29Q: 3 clusters Score -49969.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50025.609375 Penalty: 3084.425781
	Iteration 30Q: 3 clusters Score -50025.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50031.519531 Penalty: 3084.425781
	Iteration 31Q: 3 clusters Score -50031.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50046.410156 Penalty: 3084.425781
	Iteration 32Q: 3 clusters Score -50046.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50093.375000 Penalty: 3084.425781
	Iteration 33Q: 3 clusters Score -50093.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50231.375000 Penalty: 3084.425781
	Iteration 34Q: 3 clusters Score -50231.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50272.468750 Penalty: 3084.425781
	Iteration 35Q: 3 clusters Score -50272.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50284.371094 Penalty: 3084.425781
	Iteration 36Q: 3 clusters Score -50284.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50284.371094 Penalty: 3084.425781
	Iteration 37F: 3 clusters Score -50284.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 179433 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12698 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57904 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49947 members 
Mstep: Class 9 contains 229768 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 250223 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51452 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 87184 members 
Mstep: Class 17 contains 182259 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69624 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 30376 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50416 members 
Mstep: Class 24 contains 73058 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96057 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Mstep: Class 36 contains 342 members 
Entering Unmasked Estep 
Score: -184003024.000000 Penalty: 127601.640625
Splitting cluster 20 changes total score from -184004976.000000 to -184003024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (30376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Entering Unmasked Estep 
Score: -3604233.250000 Penalty: 2559.709229
	Iteration 0F: 2 clusters Score -3604233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3583291.000000 Penalty: 5119.418457
	Iteration 0F: 3 clusters Score -3583291 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3590714.750000 Penalty: 5119.418457
	Iteration 1F: 3 clusters Score -3590715 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3591192.000000 Penalty: 5119.418457
	Iteration 2Q: 3 clusters Score -3591192 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3591657.750000 Penalty: 5119.418457
	Iteration 3Q: 3 clusters Score -3591658 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3592189.750000 Penalty: 5119.418457
	Iteration 4Q: 3 clusters Score -3592190 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3592880.250000 Penalty: 5119.418457
	Iteration 5Q: 3 clusters Score -3592880 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3593805.750000 Penalty: 5119.418457
	Iteration 6F: 3 clusters Score -3593806 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3595273.250000 Penalty: 5119.418457
	Iteration 7F: 3 clusters Score -3595273 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3597171.750000 Penalty: 5119.418457
	Iteration 8F: 3 clusters Score -3597172 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3599118.750000 Penalty: 5119.418457
	Iteration 9F: 3 clusters Score -3599119 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3600561.500000 Penalty: 5119.418457
	Iteration 10Q: 3 clusters Score -3600562 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3601403.750000 Penalty: 5119.418457
	Iteration 11Q: 3 clusters Score -3601404 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3601851.250000 Penalty: 5119.418457
	Iteration 12Q: 3 clusters Score -3601851 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3602094.000000 Penalty: 5119.418457
	Iteration 13Q: 3 clusters Score -3602094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3602213.000000 Penalty: 5119.418457
	Iteration 14Q: 3 clusters Score -3602213 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3602289.750000 Penalty: 5119.418457
	Iteration 15Q: 3 clusters Score -3602290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3602339.500000 Penalty: 5119.418457
	Iteration 16Q: 3 clusters Score -3602340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3602376.750000 Penalty: 5119.418457
	Iteration 17Q: 3 clusters Score -3602377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3602404.000000 Penalty: 5119.418457
	Iteration 18Q: 3 clusters Score -3602404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3602423.500000 Penalty: 5119.418457
	Iteration 19Q: 3 clusters Score -3602424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3602432.000000 Penalty: 5119.418457
	Iteration 20F: 3 clusters Score -3602432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3602436.500000 Penalty: 5119.418457
	Iteration 21Q: 3 clusters Score -3602436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3602439.500000 Penalty: 5119.418457
	Iteration 22Q: 3 clusters Score -3602440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3602447.500000 Penalty: 5119.418457
	Iteration 23Q: 3 clusters Score -3602448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3602447.750000 Penalty: 5119.418457
	Iteration 24Q: 3 clusters Score -3602448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3602452.250000 Penalty: 5119.418457
	Iteration 25Q: 3 clusters Score -3602452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3602459.000000 Penalty: 5119.418457
	Iteration 26Q: 3 clusters Score -3602459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3602460.750000 Penalty: 5119.418457
	Iteration 27Q: 3 clusters Score -3602461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3602462.750000 Penalty: 5119.418457
	Iteration 28Q: 3 clusters Score -3602463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3602469.750000 Penalty: 5119.418457
	Iteration 29Q: 3 clusters Score -3602470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3602472.750000 Penalty: 5119.418457
	Iteration 30Q: 3 clusters Score -3602473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3602470.500000 Penalty: 5119.418457
	Iteration 31Q: 3 clusters Score -3602470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3602473.000000 Penalty: 5119.418457
	Iteration 32Q: 3 clusters Score -3602473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3602473.500000 Penalty: 5119.418457
	Iteration 33Q: 3 clusters Score -3602474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3602477.000000 Penalty: 5119.418457
	Iteration 34Q: 3 clusters Score -3602477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3602474.250000 Penalty: 5119.418457
	Iteration 35Q: 3 clusters Score -3602474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3602478.000000 Penalty: 5119.418457
	Iteration 36Q: 3 clusters Score -3602478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3602479.500000 Penalty: 5119.418457
	Iteration 37Q: 3 clusters Score -3602480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3602483.750000 Penalty: 5119.418457
	Iteration 38Q: 3 clusters Score -3602484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3602483.500000 Penalty: 5119.418457
	Iteration 39Q: 3 clusters Score -3602484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3602489.750000 Penalty: 5119.418457
	Iteration 40F: 3 clusters Score -3602490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3602487.750000 Penalty: 5119.418457
	Iteration 41Q: 3 clusters Score -3602488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3602488.250000 Penalty: 5119.418457
	Iteration 42Q: 3 clusters Score -3602488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3602486.250000 Penalty: 5119.418457
	Iteration 43Q: 3 clusters Score -3602486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3602490.500000 Penalty: 5119.418457
	Iteration 44Q: 3 clusters Score -3602490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3602487.000000 Penalty: 5119.418457
	Iteration 45Q: 3 clusters Score -3602487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3602487.000000 Penalty: 5119.418457
	Iteration 46F: 3 clusters Score -3602487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -134637.046875 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -134637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132538.171875 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -132538.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132813.546875 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -132813.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132895.812500 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -132895.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -132969.968750 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -132970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133026.125000 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -133026.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133049.687500 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -133049.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133069.390625 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -133069.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133084.906250 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -133084.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133104.078125 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -133104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -133114.109375 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -133114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133124.687500 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -133124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -133127.171875 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -133127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -133132.750000 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -133132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133145.296875 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -133145.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -133155.750000 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -133155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -133161.125000 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -133161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133164.218750 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -133164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -133167.406250 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -133167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -133171.843750 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -133171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133174.703125 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -133174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -133178.750000 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -133178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133184.109375 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -133184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -133185.031250 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -133185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133185.828125 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -133185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133187.281250 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -133187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133188.078125 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -133188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133189.234375 Penalty: 3512.110352
	Iteration 26Q: 3 clusters Score -133189.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133189.234375 Penalty: 3512.110352
	Iteration 27F: 3 clusters Score -133189.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Entering Unmasked Estep 
Score: -5999608.500000 Penalty: 2685.359863
	Iteration 0F: 2 clusters Score -5999608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -5965602.500000 Penalty: 5370.719727
	Iteration 0F: 3 clusters Score -5965602 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -5978422.000000 Penalty: 5370.719727
	Iteration 1F: 3 clusters Score -5978422 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5978927.000000 Penalty: 5370.719727
	Iteration 2Q: 3 clusters Score -5978927 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5979451.000000 Penalty: 5370.719727
	Iteration 3Q: 3 clusters Score -5979451 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5980023.500000 Penalty: 5370.719727
	Iteration 4Q: 3 clusters Score -5980024 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5980737.500000 Penalty: 5370.719727
	Iteration 5Q: 3 clusters Score -5980738 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -5981676.000000 Penalty: 5370.719727
	Iteration 6Q: 3 clusters Score -5981676 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -5983247.500000 Penalty: 5370.719727
	Iteration 7F: 3 clusters Score -5983248 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5985420.500000 Penalty: 5370.719727
	Iteration 8F: 3 clusters Score -5985420 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5988223.000000 Penalty: 5370.719727
	Iteration 9F: 3 clusters Score -5988223 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5991234.500000 Penalty: 5370.719727
	Iteration 10F: 3 clusters Score -5991234 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5993525.000000 Penalty: 5370.719727
	Iteration 11Q: 3 clusters Score -5993525 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5994869.000000 Penalty: 5370.719727
	Iteration 12Q: 3 clusters Score -5994869 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -5995521.500000 Penalty: 5370.719727
	Iteration 13Q: 3 clusters Score -5995522 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5995866.000000 Penalty: 5370.719727
	Iteration 14Q: 3 clusters Score -5995866 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5996058.500000 Penalty: 5370.719727
	Iteration 15Q: 3 clusters Score -5996058 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5996226.500000 Penalty: 5370.719727
	Iteration 16Q: 3 clusters Score -5996226 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -5996389.000000 Penalty: 5370.719727
	Iteration 17Q: 3 clusters Score -5996389 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5996496.500000 Penalty: 5370.719727
	Iteration 18Q: 3 clusters Score -5996496 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -5996545.000000 Penalty: 5370.719727
	Iteration 19Q: 3 clusters Score -5996545 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5996624.000000 Penalty: 5370.719727
	Iteration 20F: 3 clusters Score -5996624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -5996677.500000 Penalty: 5370.719727
	Iteration 21Q: 3 clusters Score -5996678 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5996720.000000 Penalty: 5370.719727
	Iteration 22Q: 3 clusters Score -5996720 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -5996753.500000 Penalty: 5370.719727
	Iteration 23Q: 3 clusters Score -5996754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5996790.000000 Penalty: 5370.719727
	Iteration 24Q: 3 clusters Score -5996790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -5996829.500000 Penalty: 5370.719727
	Iteration 25Q: 3 clusters Score -5996830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -5996846.500000 Penalty: 5370.719727
	Iteration 26Q: 3 clusters Score -5996846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -5996876.500000 Penalty: 5370.719727
	Iteration 27Q: 3 clusters Score -5996876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -5996906.000000 Penalty: 5370.719727
	Iteration 28Q: 3 clusters Score -5996906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5996904.000000 Penalty: 5370.719727
	Iteration 29Q: 3 clusters Score -5996904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -5996945.500000 Penalty: 5370.719727
	Iteration 30Q: 3 clusters Score -5996946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -5996940.500000 Penalty: 5370.719727
	Iteration 31Q: 3 clusters Score -5996940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -5996956.000000 Penalty: 5370.719727
	Iteration 32Q: 3 clusters Score -5996956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -5996968.000000 Penalty: 5370.719727
	Iteration 33Q: 3 clusters Score -5996968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -5996980.500000 Penalty: 5370.719727
	Iteration 34Q: 3 clusters Score -5996980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -5996987.500000 Penalty: 5370.719727
	Iteration 35Q: 3 clusters Score -5996988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -5997013.000000 Penalty: 5370.719727
	Iteration 36Q: 3 clusters Score -5997013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -5997027.000000 Penalty: 5370.719727
	Iteration 37Q: 3 clusters Score -5997027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -5997031.500000 Penalty: 5370.719727
	Iteration 38Q: 3 clusters Score -5997032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -5997049.000000 Penalty: 5370.719727
	Iteration 39Q: 3 clusters Score -5997049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -5997064.000000 Penalty: 5370.719727
	Iteration 40F: 3 clusters Score -5997064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -5997069.000000 Penalty: 5370.719727
	Iteration 41Q: 3 clusters Score -5997069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5997072.500000 Penalty: 5370.719727
	Iteration 42Q: 3 clusters Score -5997072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -5997090.500000 Penalty: 5370.719727
	Iteration 43Q: 3 clusters Score -5997090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5997099.500000 Penalty: 5370.719727
	Iteration 44Q: 3 clusters Score -5997100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -5997118.000000 Penalty: 5370.719727
	Iteration 45Q: 3 clusters Score -5997118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -5997126.000000 Penalty: 5370.719727
	Iteration 46Q: 3 clusters Score -5997126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5997127.500000 Penalty: 5370.719727
	Iteration 47Q: 3 clusters Score -5997128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5997145.000000 Penalty: 5370.719727
	Iteration 48Q: 3 clusters Score -5997145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -5997141.500000 Penalty: 5370.719727
	Iteration 49Q: 3 clusters Score -5997142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -5997156.000000 Penalty: 5370.719727
	Iteration 50Q: 3 clusters Score -5997156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -5997164.000000 Penalty: 5370.719727
	Iteration 51Q: 3 clusters Score -5997164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -5997160.500000 Penalty: 5370.719727
	Iteration 52Q: 3 clusters Score -5997160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -5997172.000000 Penalty: 5370.719727
	Iteration 53Q: 3 clusters Score -5997172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -5997175.000000 Penalty: 5370.719727
	Iteration 54Q: 3 clusters Score -5997175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -5997174.000000 Penalty: 5370.719727
	Iteration 55Q: 3 clusters Score -5997174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -5997174.500000 Penalty: 5370.719727
	Iteration 56Q: 3 clusters Score -5997174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -5997172.000000 Penalty: 5370.719727
	Iteration 57Q: 3 clusters Score -5997172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -5997176.000000 Penalty: 5370.719727
	Iteration 58Q: 3 clusters Score -5997176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -5997177.500000 Penalty: 5370.719727
	Iteration 59Q: 3 clusters Score -5997178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -5997173.500000 Penalty: 5370.719727
	Iteration 60F: 3 clusters Score -5997174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5997170.500000 Penalty: 5370.719727
	Iteration 61Q: 3 clusters Score -5997170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -5997169.500000 Penalty: 5370.719727
	Iteration 62Q: 3 clusters Score -5997170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -5997159.500000 Penalty: 5370.719727
	Iteration 63Q: 3 clusters Score -5997160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5997159.500000 Penalty: 5370.719727
	Iteration 64Q: 3 clusters Score -5997160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -5997164.000000 Penalty: 5370.719727
	Iteration 65Q: 3 clusters Score -5997164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -5997176.500000 Penalty: 5370.719727
	Iteration 66Q: 3 clusters Score -5997176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -5997174.000000 Penalty: 5370.719727
	Iteration 67Q: 3 clusters Score -5997174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -5997177.500000 Penalty: 5370.719727
	Iteration 68Q: 3 clusters Score -5997178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -5997178.000000 Penalty: 5370.719727
	Iteration 69Q: 3 clusters Score -5997178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -5997177.500000 Penalty: 5370.719727
	Iteration 70Q: 3 clusters Score -5997178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5997180.000000 Penalty: 5370.719727
	Iteration 71Q: 3 clusters Score -5997180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5997180.000000 Penalty: 5370.719727
	Iteration 72F: 3 clusters Score -5997180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (73058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Entering Unmasked Estep 
Score: -8664437.000000 Penalty: 2777.354248
	Iteration 0F: 2 clusters Score -8664437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -8615762.000000 Penalty: 5554.708496
	Iteration 0F: 3 clusters Score -8615762 nChanged 34067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8635198.000000 Penalty: 5554.708496
	Iteration 1F: 3 clusters Score -8635198 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -8636470.000000 Penalty: 5554.708496
	Iteration 2Q: 3 clusters Score -8636470 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8638191.000000 Penalty: 5554.708496
	Iteration 3F: 3 clusters Score -8638191 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -8640927.000000 Penalty: 5554.708496
	Iteration 4F: 3 clusters Score -8640927 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -8644992.000000 Penalty: 5554.708496
	Iteration 5F: 3 clusters Score -8644992 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -8650224.000000 Penalty: 5554.708496
	Iteration 6F: 3 clusters Score -8650224 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -8655292.000000 Penalty: 5554.708496
	Iteration 7F: 3 clusters Score -8655292 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8658730.000000 Penalty: 5554.708496
	Iteration 8F: 3 clusters Score -8658730 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8660555.000000 Penalty: 5554.708496
	Iteration 9Q: 3 clusters Score -8660555 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8661340.000000 Penalty: 5554.708496
	Iteration 10Q: 3 clusters Score -8661340 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8661690.000000 Penalty: 5554.708496
	Iteration 11Q: 3 clusters Score -8661690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8661896.000000 Penalty: 5554.708496
	Iteration 12Q: 3 clusters Score -8661896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8661993.000000 Penalty: 5554.708496
	Iteration 13Q: 3 clusters Score -8661993 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8662061.000000 Penalty: 5554.708496
	Iteration 14Q: 3 clusters Score -8662061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8662103.000000 Penalty: 5554.708496
	Iteration 15Q: 3 clusters Score -8662103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8662123.000000 Penalty: 5554.708496
	Iteration 16Q: 3 clusters Score -8662123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8662150.000000 Penalty: 5554.708496
	Iteration 17Q: 3 clusters Score -8662150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8662172.000000 Penalty: 5554.708496
	Iteration 18Q: 3 clusters Score -8662172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8662178.000000 Penalty: 5554.708496
	Iteration 19Q: 3 clusters Score -8662178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8662185.000000 Penalty: 5554.708496
	Iteration 20F: 3 clusters Score -8662185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8662192.000000 Penalty: 5554.708496
	Iteration 21Q: 3 clusters Score -8662192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8662194.000000 Penalty: 5554.708496
	Iteration 22Q: 3 clusters Score -8662194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8662211.000000 Penalty: 5554.708496
	Iteration 23Q: 3 clusters Score -8662211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8662223.000000 Penalty: 5554.708496
	Iteration 24Q: 3 clusters Score -8662223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8662224.000000 Penalty: 5554.708496
	Iteration 25Q: 3 clusters Score -8662224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8662237.000000 Penalty: 5554.708496
	Iteration 26Q: 3 clusters Score -8662237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8662238.000000 Penalty: 5554.708496
	Iteration 27Q: 3 clusters Score -8662238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8662242.000000 Penalty: 5554.708496
	Iteration 28Q: 3 clusters Score -8662242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8662254.000000 Penalty: 5554.708496
	Iteration 29Q: 3 clusters Score -8662254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8662254.000000 Penalty: 5554.708496
	Iteration 30Q: 3 clusters Score -8662254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8662264.000000 Penalty: 5554.708496
	Iteration 31Q: 3 clusters Score -8662264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8662264.000000 Penalty: 5554.708496
	Iteration 32Q: 3 clusters Score -8662264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8662262.000000 Penalty: 5554.708496
	Iteration 33Q: 3 clusters Score -8662262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8662262.000000 Penalty: 5554.708496
	Iteration 34Q: 3 clusters Score -8662262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8662264.000000 Penalty: 5554.708496
	Iteration 35Q: 3 clusters Score -8662264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8662262.000000 Penalty: 5554.708496
	Iteration 36Q: 3 clusters Score -8662262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8662262.000000 Penalty: 5554.708496
	Iteration 37F: 3 clusters Score -8662262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -430075.000000 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -430075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -426232.125000 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -426232.1 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -427093.843750 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -427093.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -427327.500000 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -427327.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -427501.843750 Penalty: 4101.036621
	Iteration 3F: 3 clusters Score -427501.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -427642.843750 Penalty: 4101.036621
	Iteration 4Q: 3 clusters Score -427642.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -427746.531250 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -427746.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -427855.218750 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -427855.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -427975.250000 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -427975.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -428122.937500 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -428122.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -428260.375000 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -428260.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -428359.875000 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -428359.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -428439.468750 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -428439.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -428501.093750 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -428501.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -428547.406250 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -428547.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -428577.687500 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -428577.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -428602.343750 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -428602.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -428627.375000 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -428627.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -428648.281250 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -428648.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -428660.750000 Penalty: 4101.036621
	Iteration 18Q: 3 clusters Score -428660.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -428668.906250 Penalty: 4101.036621
	Iteration 19Q: 3 clusters Score -428668.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -428673.625000 Penalty: 4101.036621
	Iteration 20F: 3 clusters Score -428673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -428676.343750 Penalty: 4101.036621
	Iteration 21Q: 3 clusters Score -428676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -428679.812500 Penalty: 4101.036621
	Iteration 22Q: 3 clusters Score -428679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -428682.968750 Penalty: 4101.036621
	Iteration 23Q: 3 clusters Score -428683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -428686.000000 Penalty: 4101.036621
	Iteration 24Q: 3 clusters Score -428686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -428687.656250 Penalty: 4101.036621
	Iteration 25Q: 3 clusters Score -428687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -428689.750000 Penalty: 4101.036621
	Iteration 26Q: 3 clusters Score -428689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -428691.531250 Penalty: 4101.036621
	Iteration 27Q: 3 clusters Score -428691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428691.187500 Penalty: 4101.036621
	Iteration 28Q: 3 clusters Score -428691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428691.187500 Penalty: 4101.036621
	Iteration 29F: 3 clusters Score -428691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -44513.996094 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -44514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43062.394531 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -43062.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43165.710938 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -43165.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43181.875000 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -43181.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43191.707031 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -43191.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43196.191406 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -43196.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43204.050781 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -43204.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43214.750000 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -43214.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43224.121094 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -43224.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43225.199219 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -43225.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43225.199219 Penalty: 2997.145996
	Iteration 9F: 3 clusters Score -43225.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50344.964844 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -50344.96 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 248 members 
Entering Unmasked Estep 
Score: -48904.531250 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -48904.53 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49237.035156 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -49237.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49314.625000 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -49314.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49329.292969 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -49329.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49335.152344 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -49335.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49342.574219 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -49342.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49361.472656 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -49361.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49440.054688 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -49440.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49617.214844 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -49617.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49684.164062 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -49684.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49732.265625 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -49732.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49755.519531 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -49755.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49777.683594 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -49777.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -49795.242188 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -49795.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49818.269531 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -49818.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49846.605469 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -49846.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49858.898438 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -49858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49867.906250 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -49867.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49867.906250 Penalty: 3090.318848
	Iteration 18F: 3 clusters Score -49867.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -345223.500000 Penalty: 2000.029785
	Iteration 0F: 2 clusters Score -345223.5 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 1630 members 
Entering Unmasked Estep 
Score: -341874.281250 Penalty: 4000.059570
	Iteration 0F: 3 clusters Score -341874.3 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -342565.125000 Penalty: 4000.059570
	Iteration 1F: 3 clusters Score -342565.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -342760.031250 Penalty: 4000.059570
	Iteration 2F: 3 clusters Score -342760 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -342860.625000 Penalty: 4000.059570
	Iteration 3Q: 3 clusters Score -342860.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -342922.531250 Penalty: 4000.059570
	Iteration 4Q: 3 clusters Score -342922.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -342964.593750 Penalty: 4000.059570
	Iteration 5Q: 3 clusters Score -342964.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -343004.500000 Penalty: 4000.059570
	Iteration 6Q: 3 clusters Score -343004.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -343030.062500 Penalty: 4000.059570
	Iteration 7Q: 3 clusters Score -343030.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -343045.625000 Penalty: 4000.059570
	Iteration 8Q: 3 clusters Score -343045.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -343057.625000 Penalty: 4000.059570
	Iteration 9Q: 3 clusters Score -343057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -343074.000000 Penalty: 4000.059570
	Iteration 10Q: 3 clusters Score -343074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -343085.093750 Penalty: 4000.059570
	Iteration 11Q: 3 clusters Score -343085.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -343097.156250 Penalty: 4000.059570
	Iteration 12Q: 3 clusters Score -343097.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -343114.812500 Penalty: 4000.059570
	Iteration 13Q: 3 clusters Score -343114.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -343125.812500 Penalty: 4000.059570
	Iteration 14Q: 3 clusters Score -343125.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -343137.062500 Penalty: 4000.059570
	Iteration 15Q: 3 clusters Score -343137.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -343150.750000 Penalty: 4000.059570
	Iteration 16Q: 3 clusters Score -343150.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -343176.343750 Penalty: 4000.059570
	Iteration 17Q: 3 clusters Score -343176.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -343206.593750 Penalty: 4000.059570
	Iteration 18Q: 3 clusters Score -343206.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -343246.343750 Penalty: 4000.059570
	Iteration 19Q: 3 clusters Score -343246.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -343317.625000 Penalty: 4000.059570
	Iteration 20F: 3 clusters Score -343317.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -343406.312500 Penalty: 4000.059570
	Iteration 21Q: 3 clusters Score -343406.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -343499.218750 Penalty: 4000.059570
	Iteration 22Q: 3 clusters Score -343499.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -343576.968750 Penalty: 4000.059570
	Iteration 23Q: 3 clusters Score -343577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -343654.937500 Penalty: 4000.059570
	Iteration 24Q: 3 clusters Score -343654.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -343746.718750 Penalty: 4000.059570
	Iteration 25Q: 3 clusters Score -343746.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -343818.187500 Penalty: 4000.059570
	Iteration 26Q: 3 clusters Score -343818.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -343880.250000 Penalty: 4000.059570
	Iteration 27Q: 3 clusters Score -343880.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -343926.187500 Penalty: 4000.059570
	Iteration 28Q: 3 clusters Score -343926.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -343959.000000 Penalty: 4000.059570
	Iteration 29Q: 3 clusters Score -343959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -343981.906250 Penalty: 4000.059570
	Iteration 30Q: 3 clusters Score -343981.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -344005.218750 Penalty: 4000.059570
	Iteration 31Q: 3 clusters Score -344005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -344015.531250 Penalty: 4000.059570
	Iteration 32Q: 3 clusters Score -344015.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -344020.093750 Penalty: 4000.059570
	Iteration 33Q: 3 clusters Score -344020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -344024.000000 Penalty: 4000.059570
	Iteration 34Q: 3 clusters Score -344024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -344029.656250 Penalty: 4000.059570
	Iteration 35Q: 3 clusters Score -344029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -344034.093750 Penalty: 4000.059570
	Iteration 36Q: 3 clusters Score -344034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -344038.156250 Penalty: 4000.059570
	Iteration 37Q: 3 clusters Score -344038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -344040.937500 Penalty: 4000.059570
	Iteration 38Q: 3 clusters Score -344040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -344043.187500 Penalty: 4000.059570
	Iteration 39Q: 3 clusters Score -344043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -344047.156250 Penalty: 4000.059570
	Iteration 40F: 3 clusters Score -344047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -344048.812500 Penalty: 4000.059570
	Iteration 41Q: 3 clusters Score -344048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -344049.500000 Penalty: 4000.059570
	Iteration 42Q: 3 clusters Score -344049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -344050.250000 Penalty: 4000.059570
	Iteration 43Q: 3 clusters Score -344050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -344050.718750 Penalty: 4000.059570
	Iteration 44Q: 3 clusters Score -344050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -344050.718750 Penalty: 4000.059570
	Iteration 45F: 3 clusters Score -344050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -80626.367188 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -80626.37 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 396 members 
Entering Unmasked Estep 
Score: -78831.125000 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -78831.12 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79103.617188 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -79103.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79211.898438 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -79211.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79283.281250 Penalty: 3323.562744
	Iteration 3Q: 3 clusters Score -79283.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79356.898438 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -79356.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79442.890625 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -79442.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79565.234375 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -79565.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79715.820312 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -79715.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79846.132812 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -79846.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79938.617188 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -79938.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80066.976562 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -80066.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80117.679688 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -80117.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80153.804688 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -80153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80176.210938 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -80176.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80196.375000 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -80196.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80216.179688 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -80216.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80243.507812 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -80243.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80265.976562 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -80265.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80312.023438 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -80312.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80337.398438 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -80337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80358.078125 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -80358.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80386.070312 Penalty: 3323.562744
	Iteration 21Q: 3 clusters Score -80386.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80393.835938 Penalty: 3323.562744
	Iteration 22Q: 3 clusters Score -80393.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80395.281250 Penalty: 3323.562744
	Iteration 23Q: 3 clusters Score -80395.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80395.281250 Penalty: 3323.562744
	Iteration 24F: 3 clusters Score -80395.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -27269.779297 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -27269.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26007.402344 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -26007.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26206.220703 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -26206.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26279.355469 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -26279.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26330.035156 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -26330.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26339.787109 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -26339.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26339.787109 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -26339.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -33862.472656 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -33862.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32489.253906 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -32489.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32637.925781 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -32637.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32680.763672 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -32680.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32690.769531 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -32690.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32707.298828 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -32707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32745.455078 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -32745.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32791.464844 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -32791.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32959.531250 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -32959.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33106.820312 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -33106.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33133.574219 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -33133.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33141.398438 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -33141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33159.128906 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -33159.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33159.128906 Penalty: 2911.171387
	Iteration 12F: 3 clusters Score -33159.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (96057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96057 members 
Entering Unmasked Estep 
Score: -11373738.000000 Penalty: 2845.229004
	Iteration 0F: 2 clusters Score -1.137374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -11309569.000000 Penalty: 5690.458008
	Iteration 0F: 3 clusters Score -1.130957e+07 nChanged 45218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -11335494.000000 Penalty: 5690.458008
	Iteration 1F: 3 clusters Score -1.133549e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -11336659.000000 Penalty: 5690.458008
	Iteration 2Q: 3 clusters Score -1.133666e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -11338448.000000 Penalty: 5690.458008
	Iteration 3Q: 3 clusters Score -1.133845e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -11341251.000000 Penalty: 5690.458008
	Iteration 4F: 3 clusters Score -1.134125e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -11345632.000000 Penalty: 5690.458008
	Iteration 5F: 3 clusters Score -1.134563e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -11351644.000000 Penalty: 5690.458008
	Iteration 6F: 3 clusters Score -1.135164e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -11358232.000000 Penalty: 5690.458008
	Iteration 7F: 3 clusters Score -1.135823e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -11363056.000000 Penalty: 5690.458008
	Iteration 8F: 3 clusters Score -1.136306e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -11365553.000000 Penalty: 5690.458008
	Iteration 9Q: 3 clusters Score -1.136555e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -11366728.000000 Penalty: 5690.458008
	Iteration 10Q: 3 clusters Score -1.136673e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -11367428.000000 Penalty: 5690.458008
	Iteration 11Q: 3 clusters Score -1.136743e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -11367976.000000 Penalty: 5690.458008
	Iteration 12Q: 3 clusters Score -1.136798e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -11368452.000000 Penalty: 5690.458008
	Iteration 13Q: 3 clusters Score -1.136845e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -11368802.000000 Penalty: 5690.458008
	Iteration 14Q: 3 clusters Score -1.13688e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -11369137.000000 Penalty: 5690.458008
	Iteration 15Q: 3 clusters Score -1.136914e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -11369449.000000 Penalty: 5690.458008
	Iteration 16Q: 3 clusters Score -1.136945e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -11369706.000000 Penalty: 5690.458008
	Iteration 17Q: 3 clusters Score -1.136971e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -11369980.000000 Penalty: 5690.458008
	Iteration 18Q: 3 clusters Score -1.136998e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -11370219.000000 Penalty: 5690.458008
	Iteration 19Q: 3 clusters Score -1.137022e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -11370401.000000 Penalty: 5690.458008
	Iteration 20F: 3 clusters Score -1.13704e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -11370552.000000 Penalty: 5690.458008
	Iteration 21Q: 3 clusters Score -1.137055e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -11370664.000000 Penalty: 5690.458008
	Iteration 22Q: 3 clusters Score -1.137066e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -11370853.000000 Penalty: 5690.458008
	Iteration 23Q: 3 clusters Score -1.137085e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -11370938.000000 Penalty: 5690.458008
	Iteration 24Q: 3 clusters Score -1.137094e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -11371052.000000 Penalty: 5690.458008
	Iteration 25Q: 3 clusters Score -1.137105e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -11371150.000000 Penalty: 5690.458008
	Iteration 26Q: 3 clusters Score -1.137115e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -11371229.000000 Penalty: 5690.458008
	Iteration 27Q: 3 clusters Score -1.137123e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -11371296.000000 Penalty: 5690.458008
	Iteration 28Q: 3 clusters Score -1.13713e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -11371370.000000 Penalty: 5690.458008
	Iteration 29Q: 3 clusters Score -1.137137e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -11371381.000000 Penalty: 5690.458008
	Iteration 30Q: 3 clusters Score -1.137138e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -11371440.000000 Penalty: 5690.458008
	Iteration 31Q: 3 clusters Score -1.137144e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -11371441.000000 Penalty: 5690.458008
	Iteration 32Q: 3 clusters Score -1.137144e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -11371493.000000 Penalty: 5690.458008
	Iteration 33Q: 3 clusters Score -1.137149e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -11371514.000000 Penalty: 5690.458008
	Iteration 34Q: 3 clusters Score -1.137151e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -11371534.000000 Penalty: 5690.458008
	Iteration 35Q: 3 clusters Score -1.137153e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 93266 members 
Entering Unmasked Estep 
Score: -11371546.000000 Penalty: 5690.458008
	Iteration 36Q: 3 clusters Score -1.137155e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -11371565.000000 Penalty: 5690.458008
	Iteration 37Q: 3 clusters Score -1.137156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -11371565.000000 Penalty: 5690.458008
	Iteration 38Q: 3 clusters Score -1.137156e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -11371576.000000 Penalty: 5690.458008
	Iteration 39Q: 3 clusters Score -1.137158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -11371581.000000 Penalty: 5690.458008
	Iteration 40F: 3 clusters Score -1.137158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -11371594.000000 Penalty: 5690.458008
	Iteration 41Q: 3 clusters Score -1.137159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11371614.000000 Penalty: 5690.458008
	Iteration 42Q: 3 clusters Score -1.137161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -11371624.000000 Penalty: 5690.458008
	Iteration 43Q: 3 clusters Score -1.137162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -11371628.000000 Penalty: 5690.458008
	Iteration 44Q: 3 clusters Score -1.137163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -11371636.000000 Penalty: 5690.458008
	Iteration 45Q: 3 clusters Score -1.137164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -11371629.000000 Penalty: 5690.458008
	Iteration 46Q: 3 clusters Score -1.137163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -11371628.000000 Penalty: 5690.458008
	Iteration 47Q: 3 clusters Score -1.137163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -11371622.000000 Penalty: 5690.458008
	Iteration 48Q: 3 clusters Score -1.137162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -11371617.000000 Penalty: 5690.458008
	Iteration 49Q: 3 clusters Score -1.137162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -11371626.000000 Penalty: 5690.458008
	Iteration 50Q: 3 clusters Score -1.137163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -11371636.000000 Penalty: 5690.458008
	Iteration 51Q: 3 clusters Score -1.137164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -11371636.000000 Penalty: 5690.458008
	Iteration 52Q: 3 clusters Score -1.137164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -11371645.000000 Penalty: 5690.458008
	Iteration 53Q: 3 clusters Score -1.137164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -11371657.000000 Penalty: 5690.458008
	Iteration 54Q: 3 clusters Score -1.137166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -11371653.000000 Penalty: 5690.458008
	Iteration 55Q: 3 clusters Score -1.137165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -11371673.000000 Penalty: 5690.458008
	Iteration 56Q: 3 clusters Score -1.137167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -11371672.000000 Penalty: 5690.458008
	Iteration 57Q: 3 clusters Score -1.137167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -11371659.000000 Penalty: 5690.458008
	Iteration 58Q: 3 clusters Score -1.137166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -11371651.000000 Penalty: 5690.458008
	Iteration 59Q: 3 clusters Score -1.137165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -11371658.000000 Penalty: 5690.458008
	Iteration 60F: 3 clusters Score -1.137166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -11371661.000000 Penalty: 5690.458008
	Iteration 61Q: 3 clusters Score -1.137166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -11371668.000000 Penalty: 5690.458008
	Iteration 62Q: 3 clusters Score -1.137167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -11371676.000000 Penalty: 5690.458008
	Iteration 63Q: 3 clusters Score -1.137168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -11371667.000000 Penalty: 5690.458008
	Iteration 64Q: 3 clusters Score -1.137167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -11371678.000000 Penalty: 5690.458008
	Iteration 65Q: 3 clusters Score -1.137168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -11371687.000000 Penalty: 5690.458008
	Iteration 66Q: 3 clusters Score -1.137169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -11371691.000000 Penalty: 5690.458008
	Iteration 67Q: 3 clusters Score -1.137169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -11371694.000000 Penalty: 5690.458008
	Iteration 68Q: 3 clusters Score -1.137169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -11371704.000000 Penalty: 5690.458008
	Iteration 69Q: 3 clusters Score -1.13717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -11371721.000000 Penalty: 5690.458008
	Iteration 70Q: 3 clusters Score -1.137172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -11371713.000000 Penalty: 5690.458008
	Iteration 71Q: 3 clusters Score -1.137171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -11371711.000000 Penalty: 5690.458008
	Iteration 72Q: 3 clusters Score -1.137171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -11371708.000000 Penalty: 5690.458008
	Iteration 73Q: 3 clusters Score -1.137171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -11371717.000000 Penalty: 5690.458008
	Iteration 74Q: 3 clusters Score -1.137172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -11371703.000000 Penalty: 5690.458008
	Iteration 75Q: 3 clusters Score -1.13717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -11371697.000000 Penalty: 5690.458008
	Iteration 76Q: 3 clusters Score -1.13717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -11371697.000000 Penalty: 5690.458008
	Iteration 77Q: 3 clusters Score -1.13717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -11371714.000000 Penalty: 5690.458008
	Iteration 78Q: 3 clusters Score -1.137171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -11371699.000000 Penalty: 5690.458008
	Iteration 79Q: 3 clusters Score -1.13717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -11371698.000000 Penalty: 5690.458008
	Iteration 80F: 3 clusters Score -1.13717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -11371701.000000 Penalty: 5690.458008
	Iteration 81Q: 3 clusters Score -1.13717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -11371699.000000 Penalty: 5690.458008
	Iteration 82Q: 3 clusters Score -1.13717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -11371695.000000 Penalty: 5690.458008
	Iteration 83Q: 3 clusters Score -1.13717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -11371724.000000 Penalty: 5690.458008
	Iteration 84Q: 3 clusters Score -1.137172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -11371722.000000 Penalty: 5690.458008
	Iteration 85Q: 3 clusters Score -1.137172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -11371718.000000 Penalty: 5690.458008
	Iteration 86Q: 3 clusters Score -1.137172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -11371721.000000 Penalty: 5690.458008
	Iteration 87Q: 3 clusters Score -1.137172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -11371721.000000 Penalty: 5690.458008
	Iteration 88F: 3 clusters Score -1.137172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -132887.359375 Penalty: 1749.289185
	Iteration 0F: 2 clusters Score -132887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130831.625000 Penalty: 3498.578369
	Iteration 0F: 3 clusters Score -130831.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131127.156250 Penalty: 3498.578369
	Iteration 1F: 3 clusters Score -131127.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131190.421875 Penalty: 3498.578369
	Iteration 2F: 3 clusters Score -131190.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131226.765625 Penalty: 3498.578369
	Iteration 3Q: 3 clusters Score -131226.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131242.015625 Penalty: 3498.578369
	Iteration 4Q: 3 clusters Score -131242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131258.812500 Penalty: 3498.578369
	Iteration 5Q: 3 clusters Score -131258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131270.453125 Penalty: 3498.578369
	Iteration 6Q: 3 clusters Score -131270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131278.375000 Penalty: 3498.578369
	Iteration 7Q: 3 clusters Score -131278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131286.968750 Penalty: 3498.578369
	Iteration 8Q: 3 clusters Score -131287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131297.968750 Penalty: 3498.578369
	Iteration 9Q: 3 clusters Score -131298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131318.125000 Penalty: 3498.578369
	Iteration 10Q: 3 clusters Score -131318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131335.750000 Penalty: 3498.578369
	Iteration 11Q: 3 clusters Score -131335.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -131364.343750 Penalty: 3498.578369
	Iteration 12Q: 3 clusters Score -131364.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131390.031250 Penalty: 3498.578369
	Iteration 13Q: 3 clusters Score -131390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131406.609375 Penalty: 3498.578369
	Iteration 14Q: 3 clusters Score -131406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131415.531250 Penalty: 3498.578369
	Iteration 15Q: 3 clusters Score -131415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131423.609375 Penalty: 3498.578369
	Iteration 16Q: 3 clusters Score -131423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131435.218750 Penalty: 3498.578369
	Iteration 17Q: 3 clusters Score -131435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131444.343750 Penalty: 3498.578369
	Iteration 18Q: 3 clusters Score -131444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131456.421875 Penalty: 3498.578369
	Iteration 19Q: 3 clusters Score -131456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131475.203125 Penalty: 3498.578369
	Iteration 20F: 3 clusters Score -131475.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131494.953125 Penalty: 3498.578369
	Iteration 21Q: 3 clusters Score -131495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131513.875000 Penalty: 3498.578369
	Iteration 22Q: 3 clusters Score -131513.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131530.781250 Penalty: 3498.578369
	Iteration 23Q: 3 clusters Score -131530.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131550.218750 Penalty: 3498.578369
	Iteration 24Q: 3 clusters Score -131550.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131563.484375 Penalty: 3498.578369
	Iteration 25Q: 3 clusters Score -131563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131570.468750 Penalty: 3498.578369
	Iteration 26Q: 3 clusters Score -131570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131574.390625 Penalty: 3498.578369
	Iteration 27Q: 3 clusters Score -131574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131579.000000 Penalty: 3498.578369
	Iteration 28Q: 3 clusters Score -131579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131583.609375 Penalty: 3498.578369
	Iteration 29Q: 3 clusters Score -131583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131588.828125 Penalty: 3498.578369
	Iteration 30Q: 3 clusters Score -131588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131597.296875 Penalty: 3498.578369
	Iteration 31Q: 3 clusters Score -131597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131607.031250 Penalty: 3498.578369
	Iteration 32Q: 3 clusters Score -131607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131613.593750 Penalty: 3498.578369
	Iteration 33Q: 3 clusters Score -131613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131630.843750 Penalty: 3498.578369
	Iteration 34Q: 3 clusters Score -131630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131640.218750 Penalty: 3498.578369
	Iteration 35Q: 3 clusters Score -131640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131646.906250 Penalty: 3498.578369
	Iteration 36Q: 3 clusters Score -131646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131653.375000 Penalty: 3498.578369
	Iteration 37Q: 3 clusters Score -131653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -131659.375000 Penalty: 3498.578369
	Iteration 38Q: 3 clusters Score -131659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -131664.015625 Penalty: 3498.578369
	Iteration 39Q: 3 clusters Score -131664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -131668.781250 Penalty: 3498.578369
	Iteration 40F: 3 clusters Score -131668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131673.218750 Penalty: 3498.578369
	Iteration 41Q: 3 clusters Score -131673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -131678.859375 Penalty: 3498.578369
	Iteration 42Q: 3 clusters Score -131678.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131685.671875 Penalty: 3498.578369
	Iteration 43Q: 3 clusters Score -131685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131690.671875 Penalty: 3498.578369
	Iteration 44Q: 3 clusters Score -131690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131694.500000 Penalty: 3498.578369
	Iteration 45Q: 3 clusters Score -131694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131696.640625 Penalty: 3498.578369
	Iteration 46Q: 3 clusters Score -131696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131697.390625 Penalty: 3498.578369
	Iteration 47Q: 3 clusters Score -131697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131697.390625 Penalty: 3498.578369
	Iteration 48F: 3 clusters Score -131697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -160582.359375 Penalty: 1803.899048
	Iteration 0F: 2 clusters Score -160582.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -158324.859375 Penalty: 3607.798096
	Iteration 0F: 3 clusters Score -158324.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -158711.375000 Penalty: 3607.798096
	Iteration 1F: 3 clusters Score -158711.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158821.359375 Penalty: 3607.798096
	Iteration 2F: 3 clusters Score -158821.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158881.406250 Penalty: 3607.798096
	Iteration 3Q: 3 clusters Score -158881.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158912.265625 Penalty: 3607.798096
	Iteration 4Q: 3 clusters Score -158912.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158934.328125 Penalty: 3607.798096
	Iteration 5Q: 3 clusters Score -158934.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158947.140625 Penalty: 3607.798096
	Iteration 6Q: 3 clusters Score -158947.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158959.156250 Penalty: 3607.798096
	Iteration 7Q: 3 clusters Score -158959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158970.515625 Penalty: 3607.798096
	Iteration 8Q: 3 clusters Score -158970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158978.640625 Penalty: 3607.798096
	Iteration 9Q: 3 clusters Score -158978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158980.187500 Penalty: 3607.798096
	Iteration 10Q: 3 clusters Score -158980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158980.187500 Penalty: 3607.798096
	Iteration 11F: 3 clusters Score -158980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -58438.843750 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -58438.84 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 276 members 
Entering Unmasked Estep 
Score: -56828.234375 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -56828.23 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57011.671875 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -57011.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57087.593750 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -57087.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57132.660156 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -57132.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57177.257812 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -57177.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57229.488281 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -57229.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57291.472656 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -57291.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57330.941406 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -57330.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57385.472656 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -57385.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57442.437500 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -57442.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57499.839844 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -57499.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57587.878906 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -57587.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57670.164062 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -57670.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57739.746094 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -57739.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57841.265625 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -57841.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58038.667969 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -58038.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58295.250000 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -58295.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58430.878906 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -58430.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58528.878906 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -58528.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58596.851562 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -58596.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58674.839844 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -58674.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58748.218750 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -58748.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58748.218750 Penalty: 3151.767578
	Iteration 22F: 3 clusters Score -58748.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 179433 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12698 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57904 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49947 members 
Mstep: Class 9 contains 229768 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 250223 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51452 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 87184 members 
Mstep: Class 17 contains 182259 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69624 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30376 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50416 members 
Mstep: Class 24 contains 73058 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96057 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 306 members 
Entering Unmasked Estep 
Score: -184003152.000000 Penalty: 127601.640625
Splitting cluster 35 changes total score from -184004976.000000 to -184003152.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 179433 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12698 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57904 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49947 members 
Mstep: Class 9 contains 229768 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 250223 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51452 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 87184 members 
Mstep: Class 17 contains 182259 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69624 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30376 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50416 members 
Mstep: Class 24 contains 73058 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96057 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004880.000000 Penalty: 124057.148438
Iteration 479Q: 36 clusters Score -1.840049e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 179554 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57927 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 49974 members 
Mstep: Class 9 contains 229838 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 249681 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51482 members 
Mstep: Class 15 contains 82874 members 
Mstep: Class 16 contains 87247 members 
Mstep: Class 17 contains 182341 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69595 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30390 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50454 members 
Mstep: Class 24 contains 73097 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3180 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96124 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004576.000000 Penalty: 124057.148438
Iteration 480F: 36 clusters Score -1.840046e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 179677 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57949 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 50009 members 
Mstep: Class 9 contains 229905 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 249151 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51513 members 
Mstep: Class 15 contains 82874 members 
Mstep: Class 16 contains 87306 members 
Mstep: Class 17 contains 182418 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69566 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30409 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50482 members 
Mstep: Class 24 contains 73132 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96190 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004480.000000 Penalty: 124057.148438
Iteration 481Q: 36 clusters Score -1.840045e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 179775 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12713 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57962 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 50030 members 
Mstep: Class 9 contains 229985 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 248629 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51544 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 87376 members 
Mstep: Class 17 contains 182493 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69540 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30433 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50517 members 
Mstep: Class 24 contains 73166 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96245 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004208.000000 Penalty: 124057.148438
Iteration 482Q: 36 clusters Score -1.840042e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 179896 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57962 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 50057 members 
Mstep: Class 9 contains 230083 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 248101 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51567 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 87439 members 
Mstep: Class 17 contains 182565 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69530 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30474 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50527 members 
Mstep: Class 24 contains 73202 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96294 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004128.000000 Penalty: 124057.148438
Iteration 483Q: 36 clusters Score -1.840041e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 180038 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57972 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 50092 members 
Mstep: Class 9 contains 230159 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 247573 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51594 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 87495 members 
Mstep: Class 17 contains 182635 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69506 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30508 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50547 members 
Mstep: Class 24 contains 73221 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96358 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003712.000000 Penalty: 124057.148438
Iteration 484Q: 36 clusters Score -1.840037e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 180187 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12721 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 57994 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 50120 members 
Mstep: Class 9 contains 230251 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 247022 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51605 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 87547 members 
Mstep: Class 17 contains 182702 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 69477 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30543 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50573 members 
Mstep: Class 24 contains 73252 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96427 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003376.000000 Penalty: 124057.148438
Iteration 485Q: 36 clusters Score -1.840034e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 180299 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12728 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 58025 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 50130 members 
Mstep: Class 9 contains 230324 members 
Mstep: Class 10 contains 18465 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 246508 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51623 members 
Mstep: Class 15 contains 82875 members 
Mstep: Class 16 contains 87595 members 
Mstep: Class 17 contains 182761 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69463 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30582 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50599 members 
Mstep: Class 24 contains 73282 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96494 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003360.000000 Penalty: 124057.148438
Iteration 486Q: 36 clusters Score -1.840034e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 180415 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 58064 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 50154 members 
Mstep: Class 9 contains 230379 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 246026 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51632 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 87640 members 
Mstep: Class 17 contains 182829 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69434 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30602 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50630 members 
Mstep: Class 24 contains 73319 members 
Mstep: Class 25 contains 3896 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96563 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003408.000000 Penalty: 124057.148438
Iteration 487Q: 36 clusters Score -1.840034e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 180577 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12734 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 58084 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 50161 members 
Mstep: Class 9 contains 230431 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 245525 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51648 members 
Mstep: Class 15 contains 82876 members 
Mstep: Class 16 contains 87684 members 
Mstep: Class 17 contains 182909 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 69395 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30635 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50668 members 
Mstep: Class 24 contains 73356 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96618 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003376.000000 Penalty: 124057.148438
Iteration 488Q: 36 clusters Score -1.840034e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 180695 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 58089 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 50173 members 
Mstep: Class 9 contains 230492 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 245030 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51676 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 87740 members 
Mstep: Class 17 contains 182991 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 69362 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30669 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50700 members 
Mstep: Class 24 contains 73396 members 
Mstep: Class 25 contains 3894 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96667 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003296.000000 Penalty: 124057.148438
Iteration 489Q: 36 clusters Score -1.840033e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 180816 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 12742 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 58107 members 
Mstep: Class 7 contains 8241 members 
Mstep: Class 8 contains 50190 members 
Mstep: Class 9 contains 230555 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 244518 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51702 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 87810 members 
Mstep: Class 17 contains 183046 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 69326 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30705 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50727 members 
Mstep: Class 24 contains 73441 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96724 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003056.000000 Penalty: 124057.148438
Iteration 490Q: 36 clusters Score -1.840031e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 180943 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12742 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 58124 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 50196 members 
Mstep: Class 9 contains 230614 members 
Mstep: Class 10 contains 18469 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 244037 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51728 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 87882 members 
Mstep: Class 17 contains 183099 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 69294 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30736 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50754 members 
Mstep: Class 24 contains 73478 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96776 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003088.000000 Penalty: 124057.148438
Iteration 491Q: 36 clusters Score -1.840031e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 181077 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 58143 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 50209 members 
Mstep: Class 9 contains 230647 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 243592 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51744 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 87934 members 
Mstep: Class 17 contains 183150 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 69257 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30776 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50781 members 
Mstep: Class 24 contains 73508 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96839 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003328.000000 Penalty: 124057.148438
Iteration 492Q: 36 clusters Score -1.840033e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 181212 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58162 members 
Mstep: Class 7 contains 8244 members 
Mstep: Class 8 contains 50214 members 
Mstep: Class 9 contains 230694 members 
Mstep: Class 10 contains 18474 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 243163 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51760 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 87993 members 
Mstep: Class 17 contains 183182 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 69234 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30800 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50802 members 
Mstep: Class 24 contains 73543 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96891 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003200.000000 Penalty: 124057.148438
Iteration 493Q: 36 clusters Score -1.840032e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 181321 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58179 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 50219 members 
Mstep: Class 9 contains 230727 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 242773 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51771 members 
Mstep: Class 15 contains 82879 members 
Mstep: Class 16 contains 88053 members 
Mstep: Class 17 contains 183214 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 69221 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30835 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50825 members 
Mstep: Class 24 contains 73572 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96933 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003168.000000 Penalty: 124057.148438
Iteration 494Q: 36 clusters Score -1.840032e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 181425 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 12748 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58191 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 50221 members 
Mstep: Class 9 contains 230782 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 242401 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51783 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 88115 members 
Mstep: Class 17 contains 183242 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 69196 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30876 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50842 members 
Mstep: Class 24 contains 73594 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 96976 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002976.000000 Penalty: 124057.148438
Iteration 495Q: 36 clusters Score -1.84003e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 181505 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58197 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 50243 members 
Mstep: Class 9 contains 230852 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 242078 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51801 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 88147 members 
Mstep: Class 17 contains 183265 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 69161 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30899 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50854 members 
Mstep: Class 24 contains 73619 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97024 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003296.000000 Penalty: 124057.148438
Iteration 496Q: 36 clusters Score -1.840033e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 181592 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12742 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58198 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 50255 members 
Mstep: Class 9 contains 230914 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 241760 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51826 members 
Mstep: Class 15 contains 82879 members 
Mstep: Class 16 contains 88184 members 
Mstep: Class 17 contains 183288 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 69134 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30931 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50868 members 
Mstep: Class 24 contains 73639 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97056 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003072.000000 Penalty: 124057.148438
Iteration 497Q: 36 clusters Score -1.840031e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 181708 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12741 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58200 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 50262 members 
Mstep: Class 9 contains 230946 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 241427 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51845 members 
Mstep: Class 15 contains 82880 members 
Mstep: Class 16 contains 88229 members 
Mstep: Class 17 contains 183325 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 69118 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50881 members 
Mstep: Class 24 contains 73663 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97085 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002992.000000 Penalty: 124057.148438
Iteration 498Q: 36 clusters Score -1.84003e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 181781 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 12742 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58199 members 
Mstep: Class 7 contains 8249 members 
Mstep: Class 8 contains 50261 members 
Mstep: Class 9 contains 230971 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 241120 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51867 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 88296 members 
Mstep: Class 17 contains 183361 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 69101 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 30978 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50899 members 
Mstep: Class 24 contains 73692 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97118 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003072.000000 Penalty: 124057.148438
Iteration 499Q: 36 clusters Score -1.840031e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 181844 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 8287 members 
Mstep: Class 6 contains 58203 members 
Mstep: Class 7 contains 8250 members 
Mstep: Class 8 contains 50266 members 
Mstep: Class 9 contains 231000 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 240807 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 51889 members 
Mstep: Class 15 contains 82878 members 
Mstep: Class 16 contains 88344 members 
Mstep: Class 17 contains 183411 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 69077 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 31008 members 
Mstep: Class 22 contains 1189 members 
Mstep: Class 23 contains 50919 members 
Mstep: Class 24 contains 73717 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 813 members 
Mstep: Class 30 contains 300 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 97154 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003136.000000 Penalty: 124057.148438
Iteration 500F: 36 clusters Score -1.840031e+08 nChanged 612
Maximum iterations exceeded
--- Evaluating fit on full set of 4832676 points ---
Entering Unmasked Estep 
Score: -567523904.000000 Penalty: 133593.109375
23->36 Clusters: Score -567523904.000000, best is -567779328.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1610892 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 70256 members 
Mstep: Class 3 contains 70254 members 
Mstep: Class 4 contains 69935 members 
Mstep: Class 5 contains 70281 members 
Mstep: Class 6 contains 70174 members 
Mstep: Class 7 contains 70078 members 
Mstep: Class 8 contains 70262 members 
Mstep: Class 9 contains 69766 members 
Mstep: Class 10 contains 70405 members 
Mstep: Class 11 contains 69823 members 
Mstep: Class 12 contains 69867 members 
Mstep: Class 13 contains 69855 members 
Mstep: Class 14 contains 69642 members 
Mstep: Class 15 contains 69485 members 
Mstep: Class 16 contains 69893 members 
Mstep: Class 17 contains 69662 members 
Mstep: Class 18 contains 69729 members 
Mstep: Class 19 contains 70142 members 
Mstep: Class 20 contains 70402 members 
Mstep: Class 21 contains 70136 members 
Mstep: Class 22 contains 69882 members 
Mstep: Class 23 contains 70569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 143.665359 but Gain 3544.492188
Score: -176452608.000000 Penalty: 77978.781250
Iteration 0F: 23 clusters Score -1.764526e+08 nChanged 1536199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4829 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 21751 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 172469 members 
Mstep: Class 5 contains 57783 members 
Mstep: Class 6 contains 120895 members 
Mstep: Class 7 contains 70494 members 
Mstep: Class 8 contains 60585 members 
Mstep: Class 9 contains 17223 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 175017 members 
Mstep: Class 14 contains 72810 members 
Mstep: Class 15 contains 54506 members 
Mstep: Class 16 contains 153798 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 26670 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 66899 members 
Mstep: Class 21 contains 29495 members 
Mstep: Class 22 contains 289102 members 
Mstep: Class 23 contains 121401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181296288.000000 Penalty: 77978.781250
Iteration 1F: 23 clusters Score -1.812963e+08 nChanged 580784
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 180336 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 146204 members 
Mstep: Class 7 contains 50987 members 
Mstep: Class 8 contains 53020 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 11 contains 7504 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 158313 members 
Mstep: Class 14 contains 72952 members 
Mstep: Class 15 contains 37408 members 
Mstep: Class 16 contains 136559 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 57766 members 
Mstep: Class 21 contains 17826 members 
Mstep: Class 22 contains 448543 members 
Mstep: Class 23 contains 92095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182123872.000000 Penalty: 77978.781250
Iteration 2F: 23 clusters Score -1.821239e+08 nChanged 455694
Entering Unmasked Mstep 
Mstep: Class 0 contains 1755 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 28053 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 213036 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 175077 members 
Mstep: Class 7 contains 42201 members 
Mstep: Class 8 contains 43516 members 
Mstep: Class 9 contains 17749 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 11079 members 
Mstep: Class 13 contains 167372 members 
Mstep: Class 14 contains 76369 members 
Mstep: Class 15 contains 27989 members 
Mstep: Class 16 contains 134527 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 15880 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 56062 members 
Mstep: Class 21 contains 13583 members 
Mstep: Class 22 contains 452595 members 
Mstep: Class 23 contains 70535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182586208.000000 Penalty: 77978.781250
Iteration 3F: 23 clusters Score -1.825862e+08 nChanged 331503
Entering Unmasked Mstep 
Mstep: Class 0 contains 1278 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 33633 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 257069 members 
Mstep: Class 5 contains 11189 members 
Mstep: Class 6 contains 203139 members 
Mstep: Class 7 contains 35113 members 
Mstep: Class 8 contains 35061 members 
Mstep: Class 9 contains 21769 members 
Mstep: Class 11 contains 3565 members 
Mstep: Class 12 contains 19588 members 
Mstep: Class 13 contains 201338 members 
Mstep: Class 14 contains 75174 members 
Mstep: Class 15 contains 21748 members 
Mstep: Class 16 contains 141580 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 13151 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 57346 members 
Mstep: Class 21 contains 12410 members 
Mstep: Class 22 contains 388390 members 
Mstep: Class 23 contains 51486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183023040.000000 Penalty: 77978.781250
Iteration 4F: 23 clusters Score -1.83023e+08 nChanged 254180
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 37006 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 284416 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 216507 members 
Mstep: Class 7 contains 27141 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 9 contains 25406 members 
Mstep: Class 11 contains 3496 members 
Mstep: Class 12 contains 28426 members 
Mstep: Class 13 contains 240308 members 
Mstep: Class 14 contains 65957 members 
Mstep: Class 15 contains 15582 members 
Mstep: Class 16 contains 145702 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 9846 members 
Mstep: Class 19 contains 4859 members 
Mstep: Class 20 contains 60259 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 350715 members 
Mstep: Class 23 contains 33108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183315504.000000 Penalty: 77978.781250
Iteration 5F: 23 clusters Score -1.833155e+08 nChanged 204624
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 38899 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 294648 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 220146 members 
Mstep: Class 7 contains 21075 members 
Mstep: Class 8 contains 28833 members 
Mstep: Class 9 contains 29005 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 36370 members 
Mstep: Class 13 contains 273897 members 
Mstep: Class 14 contains 55250 members 
Mstep: Class 15 contains 10337 members 
Mstep: Class 16 contains 146870 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 61345 members 
Mstep: Class 21 contains 11775 members 
Mstep: Class 22 contains 333659 members 
Mstep: Class 23 contains 20061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183472288.000000 Penalty: 77978.781250
Iteration 6F: 23 clusters Score -1.834723e+08 nChanged 163701
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 40088 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 293003 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 220119 members 
Mstep: Class 7 contains 18222 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 32453 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 42179 members 
Mstep: Class 13 contains 300910 members 
Mstep: Class 14 contains 47368 members 
Mstep: Class 15 contains 6536 members 
Mstep: Class 16 contains 147774 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 7134 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 61464 members 
Mstep: Class 21 contains 11240 members 
Mstep: Class 22 contains 322350 members 
Mstep: Class 23 contains 12017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183568320.000000 Penalty: 77978.781250
Iteration 7F: 23 clusters Score -1.835683e+08 nChanged 130372
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 41024 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 282270 members 
Mstep: Class 5 contains 3920 members 
Mstep: Class 6 contains 217924 members 
Mstep: Class 7 contains 17319 members 
Mstep: Class 8 contains 31092 members 
Mstep: Class 9 contains 35799 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 46128 members 
Mstep: Class 13 contains 323268 members 
Mstep: Class 14 contains 42496 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 148123 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 7686 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 61372 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 316230 members 
Mstep: Class 23 contains 7435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2783.360352 but Gain 3544.492188
Score: -183630672.000000 Penalty: 74434.289062
Iteration 8F: 22 clusters Score -1.836307e+08 nChanged 111267
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 42051 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 268968 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 215263 members 
Mstep: Class 7 contains 17781 members 
Mstep: Class 8 contains 32865 members 
Mstep: Class 9 contains 39118 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 50348 members 
Mstep: Class 13 contains 345199 members 
Mstep: Class 14 contains 40259 members 
Mstep: Class 16 contains 148303 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 8501 members 
Mstep: Class 19 contains 2196 members 
Mstep: Class 20 contains 61112 members 
Mstep: Class 21 contains 10513 members 
Mstep: Class 22 contains 307581 members 
Mstep: Class 23 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183673680.000000 Penalty: 74434.289062
Iteration 9F: 22 clusters Score -1.836737e+08 nChanged 96699
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 43181 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 254849 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 210604 members 
Mstep: Class 7 contains 19049 members 
Mstep: Class 8 contains 34702 members 
Mstep: Class 9 contains 42632 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 52496 members 
Mstep: Class 13 contains 364634 members 
Mstep: Class 14 contains 39607 members 
Mstep: Class 16 contains 147552 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 9105 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 60793 members 
Mstep: Class 21 contains 10300 members 
Mstep: Class 22 contains 299198 members 
Mstep: Class 23 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183688352.000000 Penalty: 74434.289062
Iteration 10F: 22 clusters Score -1.836884e+08 nChanged 90323
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 44290 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 241763 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 205549 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 36598 members 
Mstep: Class 9 contains 46217 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 54005 members 
Mstep: Class 13 contains 380662 members 
Mstep: Class 14 contains 39916 members 
Mstep: Class 16 contains 147387 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 9614 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 60496 members 
Mstep: Class 21 contains 10108 members 
Mstep: Class 22 contains 291059 members 
Mstep: Class 23 contains 3105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183684000.000000 Penalty: 74434.289062
Iteration 11F: 22 clusters Score -1.83684e+08 nChanged 82767
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 45426 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 232177 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 202543 members 
Mstep: Class 7 contains 23880 members 
Mstep: Class 8 contains 38447 members 
Mstep: Class 9 contains 49923 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 55058 members 
Mstep: Class 13 contains 390335 members 
Mstep: Class 14 contains 41115 members 
Mstep: Class 16 contains 148522 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 60113 members 
Mstep: Class 21 contains 9967 members 
Mstep: Class 22 contains 280900 members 
Mstep: Class 23 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183680016.000000 Penalty: 74434.289062
Iteration 12F: 22 clusters Score -1.8368e+08 nChanged 72940
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 46656 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 225168 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 201481 members 
Mstep: Class 7 contains 27026 members 
Mstep: Class 8 contains 40165 members 
Mstep: Class 9 contains 53480 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 55827 members 
Mstep: Class 13 contains 393034 members 
Mstep: Class 14 contains 42834 members 
Mstep: Class 16 contains 150956 members 
Mstep: Class 17 contains 3681 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 59622 members 
Mstep: Class 21 contains 9848 members 
Mstep: Class 22 contains 271359 members 
Mstep: Class 23 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183679856.000000 Penalty: 74434.289062
Iteration 13Q: 22 clusters Score -1.836799e+08 nChanged 63965
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 47969 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 219884 members 
Mstep: Class 5 contains 5548 members 
Mstep: Class 6 contains 201205 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 41765 members 
Mstep: Class 9 contains 56659 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 56422 members 
Mstep: Class 13 contains 390092 members 
Mstep: Class 14 contains 44648 members 
Mstep: Class 16 contains 154828 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 11046 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 59133 members 
Mstep: Class 21 contains 9734 members 
Mstep: Class 22 contains 263790 members 
Mstep: Class 23 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183684480.000000 Penalty: 74434.289062
Iteration 14Q: 22 clusters Score -1.836845e+08 nChanged 57517
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 49383 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 215401 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 6 contains 200943 members 
Mstep: Class 7 contains 33684 members 
Mstep: Class 8 contains 43085 members 
Mstep: Class 9 contains 59383 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 56885 members 
Mstep: Class 13 contains 384296 members 
Mstep: Class 14 contains 46513 members 
Mstep: Class 16 contains 160157 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 11587 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 58481 members 
Mstep: Class 21 contains 9612 members 
Mstep: Class 22 contains 257532 members 
Mstep: Class 23 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183695680.000000 Penalty: 74434.289062
Iteration 15Q: 22 clusters Score -1.836957e+08 nChanged 52706
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 50870 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 211362 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 200803 members 
Mstep: Class 7 contains 36970 members 
Mstep: Class 8 contains 44209 members 
Mstep: Class 9 contains 61659 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 57198 members 
Mstep: Class 13 contains 377238 members 
Mstep: Class 14 contains 48241 members 
Mstep: Class 16 contains 166875 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 12189 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 57663 members 
Mstep: Class 21 contains 9478 members 
Mstep: Class 22 contains 251681 members 
Mstep: Class 23 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183710368.000000 Penalty: 74434.289062
Iteration 16Q: 22 clusters Score -1.837104e+08 nChanged 48724
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 52439 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 207603 members 
Mstep: Class 5 contains 5667 members 
Mstep: Class 6 contains 200549 members 
Mstep: Class 7 contains 40065 members 
Mstep: Class 8 contains 45233 members 
Mstep: Class 9 contains 63605 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 57443 members 
Mstep: Class 13 contains 370135 members 
Mstep: Class 14 contains 49915 members 
Mstep: Class 16 contains 174677 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 12858 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 56652 members 
Mstep: Class 21 contains 9355 members 
Mstep: Class 22 contains 245392 members 
Mstep: Class 23 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183727344.000000 Penalty: 74434.289062
Iteration 17Q: 22 clusters Score -1.837273e+08 nChanged 45800
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 54099 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 204127 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 6 contains 199651 members 
Mstep: Class 7 contains 42856 members 
Mstep: Class 8 contains 46207 members 
Mstep: Class 9 contains 65205 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 57564 members 
Mstep: Class 13 contains 363593 members 
Mstep: Class 14 contains 51455 members 
Mstep: Class 16 contains 183653 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 13517 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 55493 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 238818 members 
Mstep: Class 23 contains 2966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183742624.000000 Penalty: 74434.289062
Iteration 18Q: 22 clusters Score -1.837426e+08 nChanged 43645
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 55786 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 200850 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 198352 members 
Mstep: Class 7 contains 45377 members 
Mstep: Class 8 contains 47152 members 
Mstep: Class 9 contains 66498 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 57565 members 
Mstep: Class 13 contains 357915 members 
Mstep: Class 14 contains 52778 members 
Mstep: Class 16 contains 193552 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 14166 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 54240 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 231777 members 
Mstep: Class 23 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183755824.000000 Penalty: 74434.289062
Iteration 19Q: 22 clusters Score -1.837558e+08 nChanged 41872
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 57540 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 197843 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 196844 members 
Mstep: Class 7 contains 47653 members 
Mstep: Class 8 contains 47977 members 
Mstep: Class 9 contains 67527 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 57588 members 
Mstep: Class 13 contains 353100 members 
Mstep: Class 14 contains 53876 members 
Mstep: Class 16 contains 204071 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 14677 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 52842 members 
Mstep: Class 21 contains 9019 members 
Mstep: Class 22 contains 224258 members 
Mstep: Class 23 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183768080.000000 Penalty: 74434.289062
Iteration 20F: 22 clusters Score -1.837681e+08 nChanged 40607
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 59335 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 195232 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 195056 members 
Mstep: Class 7 contains 49664 members 
Mstep: Class 8 contains 48754 members 
Mstep: Class 9 contains 68326 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 57526 members 
Mstep: Class 13 contains 348941 members 
Mstep: Class 14 contains 54715 members 
Mstep: Class 16 contains 215076 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 15251 members 
Mstep: Class 19 contains 3217 members 
Mstep: Class 20 contains 51338 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 216279 members 
Mstep: Class 23 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183780128.000000 Penalty: 74434.289062
Iteration 21Q: 22 clusters Score -1.837801e+08 nChanged 38802
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 61165 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 192880 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 193221 members 
Mstep: Class 7 contains 51563 members 
Mstep: Class 8 contains 49339 members 
Mstep: Class 9 contains 68979 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 57412 members 
Mstep: Class 13 contains 345211 members 
Mstep: Class 14 contains 55258 members 
Mstep: Class 16 contains 226022 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 49752 members 
Mstep: Class 21 contains 8830 members 
Mstep: Class 22 contains 208680 members 
Mstep: Class 23 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3519.219727 but Gain 3544.492188
Score: -183791120.000000 Penalty: 70889.796875
Iteration 22Q: 21 clusters Score -1.837911e+08 nChanged 39255
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 63038 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 191022 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 191527 members 
Mstep: Class 7 contains 53288 members 
Mstep: Class 8 contains 49781 members 
Mstep: Class 9 contains 69481 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 57324 members 
Mstep: Class 13 contains 342206 members 
Mstep: Class 14 contains 55612 members 
Mstep: Class 16 contains 236568 members 
Mstep: Class 17 contains 6867 members 
Mstep: Class 18 contains 16133 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 49338 members 
Mstep: Class 21 contains 8831 members 
Mstep: Class 22 contains 202168 members 
Mstep: Class 23 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183805312.000000 Penalty: 70889.796875
Iteration 23Q: 21 clusters Score -1.838053e+08 nChanged 35590
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 65091 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 188800 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 189700 members 
Mstep: Class 7 contains 54956 members 
Mstep: Class 8 contains 50142 members 
Mstep: Class 9 contains 69843 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 57179 members 
Mstep: Class 13 contains 339136 members 
Mstep: Class 14 contains 55874 members 
Mstep: Class 16 contains 246406 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 16469 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 47744 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 195866 members 
Mstep: Class 23 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183815984.000000 Penalty: 70889.796875
Iteration 24Q: 21 clusters Score -1.83816e+08 nChanged 33747
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 67237 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 186783 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 188150 members 
Mstep: Class 7 contains 56491 members 
Mstep: Class 8 contains 50452 members 
Mstep: Class 9 contains 70125 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 57033 members 
Mstep: Class 13 contains 336547 members 
Mstep: Class 14 contains 56035 members 
Mstep: Class 16 contains 255311 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 45858 members 
Mstep: Class 21 contains 8644 members 
Mstep: Class 22 contains 190134 members 
Mstep: Class 23 contains 3816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183825488.000000 Penalty: 70889.796875
Iteration 25Q: 21 clusters Score -1.838255e+08 nChanged 31600
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 69419 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 184890 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 186702 members 
Mstep: Class 7 contains 57872 members 
Mstep: Class 8 contains 50685 members 
Mstep: Class 9 contains 70333 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56879 members 
Mstep: Class 13 contains 334714 members 
Mstep: Class 14 contains 56295 members 
Mstep: Class 16 contains 263259 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 17080 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 43885 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 184723 members 
Mstep: Class 23 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183832896.000000 Penalty: 70889.796875
Iteration 26Q: 21 clusters Score -1.838329e+08 nChanged 29400
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 71710 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 183121 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 185509 members 
Mstep: Class 7 contains 59207 members 
Mstep: Class 8 contains 50833 members 
Mstep: Class 9 contains 70503 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56745 members 
Mstep: Class 13 contains 333276 members 
Mstep: Class 14 contains 56605 members 
Mstep: Class 16 contains 270103 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 41734 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 179829 members 
Mstep: Class 23 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183840576.000000 Penalty: 70889.796875
Iteration 27Q: 21 clusters Score -1.838406e+08 nChanged 27538
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 74148 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 181543 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 184832 members 
Mstep: Class 7 contains 60496 members 
Mstep: Class 8 contains 50957 members 
Mstep: Class 9 contains 70678 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56617 members 
Mstep: Class 13 contains 332117 members 
Mstep: Class 14 contains 56966 members 
Mstep: Class 16 contains 275602 members 
Mstep: Class 17 contains 7491 members 
Mstep: Class 18 contains 17508 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 39486 members 
Mstep: Class 21 contains 8484 members 
Mstep: Class 22 contains 175362 members 
Mstep: Class 23 contains 4388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183845920.000000 Penalty: 70889.796875
Iteration 28Q: 21 clusters Score -1.838459e+08 nChanged 25759
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 76557 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 180143 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 184372 members 
Mstep: Class 7 contains 61750 members 
Mstep: Class 8 contains 51029 members 
Mstep: Class 9 contains 70858 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56524 members 
Mstep: Class 13 contains 331168 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 16 contains 279822 members 
Mstep: Class 17 contains 7549 members 
Mstep: Class 18 contains 17616 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 37352 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 171636 members 
Mstep: Class 23 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183852720.000000 Penalty: 70889.796875
Iteration 29Q: 21 clusters Score -1.838527e+08 nChanged 23968
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 78892 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 178823 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 184086 members 
Mstep: Class 7 contains 62920 members 
Mstep: Class 8 contains 51094 members 
Mstep: Class 9 contains 71011 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56397 members 
Mstep: Class 13 contains 330279 members 
Mstep: Class 14 contains 57838 members 
Mstep: Class 16 contains 282994 members 
Mstep: Class 17 contains 7602 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 168549 members 
Mstep: Class 23 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183858464.000000 Penalty: 70889.796875
Iteration 30Q: 21 clusters Score -1.838585e+08 nChanged 22622
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 80972 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 177514 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 183843 members 
Mstep: Class 7 contains 63985 members 
Mstep: Class 8 contains 51137 members 
Mstep: Class 9 contains 71105 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56283 members 
Mstep: Class 13 contains 329672 members 
Mstep: Class 14 contains 58239 members 
Mstep: Class 16 contains 285326 members 
Mstep: Class 17 contains 7631 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 34238 members 
Mstep: Class 21 contains 8152 members 
Mstep: Class 22 contains 165864 members 
Mstep: Class 23 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183862704.000000 Penalty: 70889.796875
Iteration 31Q: 21 clusters Score -1.838627e+08 nChanged 21269
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 82506 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 176225 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 183745 members 
Mstep: Class 7 contains 64932 members 
Mstep: Class 8 contains 51167 members 
Mstep: Class 9 contains 71203 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 56145 members 
Mstep: Class 13 contains 329295 members 
Mstep: Class 14 contains 58620 members 
Mstep: Class 16 contains 286650 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 17942 members 
Mstep: Class 19 contains 3367 members 
Mstep: Class 20 contains 33835 members 
Mstep: Class 21 contains 8034 members 
Mstep: Class 22 contains 163680 members 
Mstep: Class 23 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183868496.000000 Penalty: 70889.796875
Iteration 32Q: 21 clusters Score -1.838685e+08 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 83383 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 175085 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 183867 members 
Mstep: Class 7 contains 65827 members 
Mstep: Class 8 contains 51188 members 
Mstep: Class 9 contains 71294 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55999 members 
Mstep: Class 13 contains 329004 members 
Mstep: Class 14 contains 58973 members 
Mstep: Class 16 contains 287096 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 34150 members 
Mstep: Class 21 contains 7983 members 
Mstep: Class 22 contains 161952 members 
Mstep: Class 23 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183871952.000000 Penalty: 70889.796875
Iteration 33Q: 21 clusters Score -1.83872e+08 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 83868 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 174181 members 
Mstep: Class 5 contains 5471 members 
Mstep: Class 6 contains 184260 members 
Mstep: Class 7 contains 66698 members 
Mstep: Class 8 contains 51218 members 
Mstep: Class 9 contains 71402 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55831 members 
Mstep: Class 13 contains 328576 members 
Mstep: Class 14 contains 59323 members 
Mstep: Class 16 contains 286775 members 
Mstep: Class 17 contains 7706 members 
Mstep: Class 18 contains 18094 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 8011 members 
Mstep: Class 22 contains 160739 members 
Mstep: Class 23 contains 5447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183874800.000000 Penalty: 70889.796875
Iteration 34Q: 21 clusters Score -1.838748e+08 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 84129 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 173320 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 184794 members 
Mstep: Class 7 contains 67494 members 
Mstep: Class 8 contains 51175 members 
Mstep: Class 9 contains 71489 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55668 members 
Mstep: Class 13 contains 328602 members 
Mstep: Class 14 contains 59613 members 
Mstep: Class 16 contains 285650 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 18188 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 35325 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 160069 members 
Mstep: Class 23 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183876784.000000 Penalty: 70889.796875
Iteration 35Q: 21 clusters Score -1.838768e+08 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 84288 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 172593 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 185508 members 
Mstep: Class 7 contains 68228 members 
Mstep: Class 8 contains 51137 members 
Mstep: Class 9 contains 71609 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55544 members 
Mstep: Class 13 contains 328442 members 
Mstep: Class 14 contains 59884 members 
Mstep: Class 16 contains 283767 members 
Mstep: Class 17 contains 7724 members 
Mstep: Class 18 contains 18292 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 36013 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 160037 members 
Mstep: Class 23 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183878640.000000 Penalty: 70889.796875
Iteration 36Q: 21 clusters Score -1.838786e+08 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 84353 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 171900 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 186460 members 
Mstep: Class 7 contains 68935 members 
Mstep: Class 8 contains 51091 members 
Mstep: Class 9 contains 71734 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55443 members 
Mstep: Class 13 contains 328431 members 
Mstep: Class 14 contains 60099 members 
Mstep: Class 16 contains 281329 members 
Mstep: Class 17 contains 7748 members 
Mstep: Class 18 contains 18386 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 36673 members 
Mstep: Class 21 contains 8191 members 
Mstep: Class 22 contains 160344 members 
Mstep: Class 23 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183880192.000000 Penalty: 70889.796875
Iteration 37Q: 21 clusters Score -1.838802e+08 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 84384 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 171208 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 187619 members 
Mstep: Class 7 contains 69636 members 
Mstep: Class 8 contains 51032 members 
Mstep: Class 9 contains 71839 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55329 members 
Mstep: Class 13 contains 328620 members 
Mstep: Class 14 contains 60242 members 
Mstep: Class 16 contains 278279 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 18457 members 
Mstep: Class 19 contains 3322 members 
Mstep: Class 20 contains 37325 members 
Mstep: Class 21 contains 8250 members 
Mstep: Class 22 contains 161066 members 
Mstep: Class 23 contains 5781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183881184.000000 Penalty: 70889.796875
Iteration 38Q: 21 clusters Score -1.838812e+08 nChanged 13183
Entering ConstructFrom: 
Score: -183881184.000000 Penalty: 70889.796875
Entering ConstructFrom: 
Trying to split cluster 2 (84389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Entering Unmasked Estep 
Score: -9822880.000000 Penalty: 2813.111572
	Iteration 0F: 2 clusters Score -9822880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -9766493.000000 Penalty: 5626.223145
	Iteration 0F: 3 clusters Score -9766493 nChanged 39849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -9789343.000000 Penalty: 5626.223145
	Iteration 1F: 3 clusters Score -9789343 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -9790853.000000 Penalty: 5626.223145
	Iteration 2Q: 3 clusters Score -9790853 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -9793019.000000 Penalty: 5626.223145
	Iteration 3F: 3 clusters Score -9793019 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -9795891.000000 Penalty: 5626.223145
	Iteration 4F: 3 clusters Score -9795891 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -9799340.000000 Penalty: 5626.223145
	Iteration 5F: 3 clusters Score -9799340 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -9802519.000000 Penalty: 5626.223145
	Iteration 6F: 3 clusters Score -9802519 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -9805383.000000 Penalty: 5626.223145
	Iteration 7F: 3 clusters Score -9805383 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -9807879.000000 Penalty: 5626.223145
	Iteration 8F: 3 clusters Score -9807879 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -9810120.000000 Penalty: 5626.223145
	Iteration 9Q: 3 clusters Score -9810120 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -9812220.000000 Penalty: 5626.223145
	Iteration 10Q: 3 clusters Score -9812220 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -9814247.000000 Penalty: 5626.223145
	Iteration 11Q: 3 clusters Score -9814247 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9816079.000000 Penalty: 5626.223145
	Iteration 12Q: 3 clusters Score -9816079 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -9817575.000000 Penalty: 5626.223145
	Iteration 13Q: 3 clusters Score -9817575 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9818683.000000 Penalty: 5626.223145
	Iteration 14Q: 3 clusters Score -9818683 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9819383.000000 Penalty: 5626.223145
	Iteration 15Q: 3 clusters Score -9819383 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -9819782.000000 Penalty: 5626.223145
	Iteration 16Q: 3 clusters Score -9819782 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9820056.000000 Penalty: 5626.223145
	Iteration 17Q: 3 clusters Score -9820056 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9820274.000000 Penalty: 5626.223145
	Iteration 18Q: 3 clusters Score -9820274 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9820410.000000 Penalty: 5626.223145
	Iteration 19Q: 3 clusters Score -9820410 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9820505.000000 Penalty: 5626.223145
	Iteration 20F: 3 clusters Score -9820505 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9820580.000000 Penalty: 5626.223145
	Iteration 21Q: 3 clusters Score -9820580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9820630.000000 Penalty: 5626.223145
	Iteration 22Q: 3 clusters Score -9820630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9820662.000000 Penalty: 5626.223145
	Iteration 23Q: 3 clusters Score -9820662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9820672.000000 Penalty: 5626.223145
	Iteration 24Q: 3 clusters Score -9820672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9820698.000000 Penalty: 5626.223145
	Iteration 25Q: 3 clusters Score -9820698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9820737.000000 Penalty: 5626.223145
	Iteration 26Q: 3 clusters Score -9820737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9820752.000000 Penalty: 5626.223145
	Iteration 27Q: 3 clusters Score -9820752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9820770.000000 Penalty: 5626.223145
	Iteration 28Q: 3 clusters Score -9820770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9820795.000000 Penalty: 5626.223145
	Iteration 29Q: 3 clusters Score -9820795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9820811.000000 Penalty: 5626.223145
	Iteration 30Q: 3 clusters Score -9820811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9820801.000000 Penalty: 5626.223145
	Iteration 31Q: 3 clusters Score -9820801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9820813.000000 Penalty: 5626.223145
	Iteration 32Q: 3 clusters Score -9820813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9820810.000000 Penalty: 5626.223145
	Iteration 33Q: 3 clusters Score -9820810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9820820.000000 Penalty: 5626.223145
	Iteration 34Q: 3 clusters Score -9820820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9820821.000000 Penalty: 5626.223145
	Iteration 35Q: 3 clusters Score -9820821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9820822.000000 Penalty: 5626.223145
	Iteration 36Q: 3 clusters Score -9820822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9820829.000000 Penalty: 5626.223145
	Iteration 37Q: 3 clusters Score -9820829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83586 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9820826.000000 Penalty: 5626.223145
	Iteration 38Q: 3 clusters Score -9820826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9820834.000000 Penalty: 5626.223145
	Iteration 39Q: 3 clusters Score -9820834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9820828.000000 Penalty: 5626.223145
	Iteration 40F: 3 clusters Score -9820828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9820835.000000 Penalty: 5626.223145
	Iteration 41Q: 3 clusters Score -9820835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9820842.000000 Penalty: 5626.223145
	Iteration 42Q: 3 clusters Score -9820842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9820841.000000 Penalty: 5626.223145
	Iteration 43Q: 3 clusters Score -9820841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9820835.000000 Penalty: 5626.223145
	Iteration 44Q: 3 clusters Score -9820835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9820837.000000 Penalty: 5626.223145
	Iteration 45Q: 3 clusters Score -9820837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9820845.000000 Penalty: 5626.223145
	Iteration 46Q: 3 clusters Score -9820845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9820846.000000 Penalty: 5626.223145
	Iteration 47Q: 3 clusters Score -9820846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9820835.000000 Penalty: 5626.223145
	Iteration 48Q: 3 clusters Score -9820835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9820849.000000 Penalty: 5626.223145
	Iteration 49Q: 3 clusters Score -9820849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9820858.000000 Penalty: 5626.223145
	Iteration 50Q: 3 clusters Score -9820858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9820861.000000 Penalty: 5626.223145
	Iteration 51Q: 3 clusters Score -9820861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9820855.000000 Penalty: 5626.223145
	Iteration 52Q: 3 clusters Score -9820855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9820867.000000 Penalty: 5626.223145
	Iteration 53Q: 3 clusters Score -9820867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9820867.000000 Penalty: 5626.223145
	Iteration 54Q: 3 clusters Score -9820867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9820875.000000 Penalty: 5626.223145
	Iteration 55Q: 3 clusters Score -9820875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9820874.000000 Penalty: 5626.223145
	Iteration 56Q: 3 clusters Score -9820874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9820887.000000 Penalty: 5626.223145
	Iteration 57Q: 3 clusters Score -9820887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9820884.000000 Penalty: 5626.223145
	Iteration 58Q: 3 clusters Score -9820884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9820895.000000 Penalty: 5626.223145
	Iteration 59Q: 3 clusters Score -9820895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9820889.000000 Penalty: 5626.223145
	Iteration 60F: 3 clusters Score -9820889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9820895.000000 Penalty: 5626.223145
	Iteration 61Q: 3 clusters Score -9820895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9820892.000000 Penalty: 5626.223145
	Iteration 62Q: 3 clusters Score -9820892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9820897.000000 Penalty: 5626.223145
	Iteration 63Q: 3 clusters Score -9820897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9820899.000000 Penalty: 5626.223145
	Iteration 64Q: 3 clusters Score -9820899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9820901.000000 Penalty: 5626.223145
	Iteration 65Q: 3 clusters Score -9820901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9820901.000000 Penalty: 5626.223145
	Iteration 66Q: 3 clusters Score -9820901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9820901.000000 Penalty: 5626.223145
	Iteration 67F: 3 clusters Score -9820901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -252916.640625 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -252916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -250176.437500 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -250176.4 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -252573.765625 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -252573.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -256054.171875 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -256054.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -259282.078125 Penalty: 3897.310547
	Iteration 3F: 3 clusters Score -259282.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -260646.656250 Penalty: 3897.310547
	Iteration 4F: 3 clusters Score -260646.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -261670.046875 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -261670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -262610.250000 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -262610.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -263643.562500 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -263643.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263689.093750 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -263689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263690.625000 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -263690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263690.625000 Penalty: 3897.310547
	Iteration 10F: 3 clusters Score -263690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 170636 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 328683 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 16 contains 274682 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Entering Unmasked Estep 
Score: -183894320.000000 Penalty: 74434.289062
Splitting cluster 3 changes total score from -183881184.000000 to -183894320.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (170636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Entering Unmasked Estep 
Score: -19902886.000000 Penalty: 2987.727295
	Iteration 0F: 2 clusters Score -1.990289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -19788258.000000 Penalty: 5975.454590
	Iteration 0F: 3 clusters Score -1.978826e+07 nChanged 81725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -19836046.000000 Penalty: 5975.454590
	Iteration 1F: 3 clusters Score -1.983605e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -19837652.000000 Penalty: 5975.454590
	Iteration 2Q: 3 clusters Score -1.983765e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -19839888.000000 Penalty: 5975.454590
	Iteration 3Q: 3 clusters Score -1.983989e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -19843054.000000 Penalty: 5975.454590
	Iteration 4Q: 3 clusters Score -1.984305e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -19848142.000000 Penalty: 5975.454590
	Iteration 5F: 3 clusters Score -1.984814e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -19854828.000000 Penalty: 5975.454590
	Iteration 6F: 3 clusters Score -1.985483e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -19862190.000000 Penalty: 5975.454590
	Iteration 7F: 3 clusters Score -1.986219e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -19869438.000000 Penalty: 5975.454590
	Iteration 8F: 3 clusters Score -1.986944e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -19875554.000000 Penalty: 5975.454590
	Iteration 9F: 3 clusters Score -1.987555e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -19879934.000000 Penalty: 5975.454590
	Iteration 10Q: 3 clusters Score -1.987993e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -19883398.000000 Penalty: 5975.454590
	Iteration 11Q: 3 clusters Score -1.98834e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121494 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -19885678.000000 Penalty: 5975.454590
	Iteration 12Q: 3 clusters Score -1.988568e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125488 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -19887646.000000 Penalty: 5975.454590
	Iteration 13Q: 3 clusters Score -1.988765e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -19889278.000000 Penalty: 5975.454590
	Iteration 14Q: 3 clusters Score -1.988928e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133161 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -19890924.000000 Penalty: 5975.454590
	Iteration 15Q: 3 clusters Score -1.989092e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -19892584.000000 Penalty: 5975.454590
	Iteration 16Q: 3 clusters Score -1.989258e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140093 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -19894044.000000 Penalty: 5975.454590
	Iteration 17Q: 3 clusters Score -1.989404e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -19895582.000000 Penalty: 5975.454590
	Iteration 18Q: 3 clusters Score -1.989558e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146339 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -19896912.000000 Penalty: 5975.454590
	Iteration 19Q: 3 clusters Score -1.989691e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -19898096.000000 Penalty: 5975.454590
	Iteration 20F: 3 clusters Score -1.98981e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -19899228.000000 Penalty: 5975.454590
	Iteration 21Q: 3 clusters Score -1.989923e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -19900116.000000 Penalty: 5975.454590
	Iteration 22Q: 3 clusters Score -1.990012e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155200 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -19900864.000000 Penalty: 5975.454590
	Iteration 23Q: 3 clusters Score -1.990086e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -19901418.000000 Penalty: 5975.454590
	Iteration 24Q: 3 clusters Score -1.990142e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157966 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -19901912.000000 Penalty: 5975.454590
	Iteration 25Q: 3 clusters Score -1.990191e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -19902210.000000 Penalty: 5975.454590
	Iteration 26Q: 3 clusters Score -1.990221e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -19902456.000000 Penalty: 5975.454590
	Iteration 27Q: 3 clusters Score -1.990246e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160772 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -19902568.000000 Penalty: 5975.454590
	Iteration 28Q: 3 clusters Score -1.990257e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -19902690.000000 Penalty: 5975.454590
	Iteration 29Q: 3 clusters Score -1.990269e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -19902826.000000 Penalty: 5975.454590
	Iteration 30Q: 3 clusters Score -1.990283e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -19902876.000000 Penalty: 5975.454590
	Iteration 31Q: 3 clusters Score -1.990288e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162793 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -19902936.000000 Penalty: 5975.454590
	Iteration 32Q: 3 clusters Score -1.990294e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163128 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -19903032.000000 Penalty: 5975.454590
	Iteration 33Q: 3 clusters Score -1.990303e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -19903088.000000 Penalty: 5975.454590
	Iteration 34Q: 3 clusters Score -1.990309e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163695 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -19903126.000000 Penalty: 5975.454590
	Iteration 35Q: 3 clusters Score -1.990313e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -19903192.000000 Penalty: 5975.454590
	Iteration 36Q: 3 clusters Score -1.990319e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -19903218.000000 Penalty: 5975.454590
	Iteration 37Q: 3 clusters Score -1.990322e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164303 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -19903300.000000 Penalty: 5975.454590
	Iteration 38Q: 3 clusters Score -1.99033e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -19903294.000000 Penalty: 5975.454590
	Iteration 39Q: 3 clusters Score -1.990329e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -19903294.000000 Penalty: 5975.454590
	Iteration 40F: 3 clusters Score -1.990329e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -19903314.000000 Penalty: 5975.454590
	Iteration 41Q: 3 clusters Score -1.990331e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -19903360.000000 Penalty: 5975.454590
	Iteration 42Q: 3 clusters Score -1.990336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164823 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -19903358.000000 Penalty: 5975.454590
	Iteration 43Q: 3 clusters Score -1.990336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -19903364.000000 Penalty: 5975.454590
	Iteration 44Q: 3 clusters Score -1.990336e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -19903376.000000 Penalty: 5975.454590
	Iteration 45Q: 3 clusters Score -1.990338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164966 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -19903380.000000 Penalty: 5975.454590
	Iteration 46Q: 3 clusters Score -1.990338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165009 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -19903386.000000 Penalty: 5975.454590
	Iteration 47Q: 3 clusters Score -1.990339e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165052 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -19903412.000000 Penalty: 5975.454590
	Iteration 48Q: 3 clusters Score -1.990341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -19903412.000000 Penalty: 5975.454590
	Iteration 49Q: 3 clusters Score -1.990341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -19903418.000000 Penalty: 5975.454590
	Iteration 50Q: 3 clusters Score -1.990342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -19903392.000000 Penalty: 5975.454590
	Iteration 51Q: 3 clusters Score -1.990339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -19903402.000000 Penalty: 5975.454590
	Iteration 52Q: 3 clusters Score -1.99034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -19903426.000000 Penalty: 5975.454590
	Iteration 53Q: 3 clusters Score -1.990343e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165232 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -19903412.000000 Penalty: 5975.454590
	Iteration 54Q: 3 clusters Score -1.990341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -19903412.000000 Penalty: 5975.454590
	Iteration 55Q: 3 clusters Score -1.990341e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -19903432.000000 Penalty: 5975.454590
	Iteration 56Q: 3 clusters Score -1.990343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -19903448.000000 Penalty: 5975.454590
	Iteration 57Q: 3 clusters Score -1.990345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -19903454.000000 Penalty: 5975.454590
	Iteration 58Q: 3 clusters Score -1.990345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -19903524.000000 Penalty: 5975.454590
	Iteration 59Q: 3 clusters Score -1.990352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -19903506.000000 Penalty: 5975.454590
	Iteration 60F: 3 clusters Score -1.990351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -19903510.000000 Penalty: 5975.454590
	Iteration 61Q: 3 clusters Score -1.990351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -19903504.000000 Penalty: 5975.454590
	Iteration 62Q: 3 clusters Score -1.99035e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -19903504.000000 Penalty: 5975.454590
	Iteration 63Q: 3 clusters Score -1.99035e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165598 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -19903496.000000 Penalty: 5975.454590
	Iteration 64Q: 3 clusters Score -1.99035e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -19903540.000000 Penalty: 5975.454590
	Iteration 65Q: 3 clusters Score -1.990354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -19903550.000000 Penalty: 5975.454590
	Iteration 66Q: 3 clusters Score -1.990355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -19903536.000000 Penalty: 5975.454590
	Iteration 67Q: 3 clusters Score -1.990354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -19903550.000000 Penalty: 5975.454590
	Iteration 68Q: 3 clusters Score -1.990355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -19903562.000000 Penalty: 5975.454590
	Iteration 69Q: 3 clusters Score -1.990356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -19903546.000000 Penalty: 5975.454590
	Iteration 70Q: 3 clusters Score -1.990355e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -19903528.000000 Penalty: 5975.454590
	Iteration 71Q: 3 clusters Score -1.990353e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -19903534.000000 Penalty: 5975.454590
	Iteration 72Q: 3 clusters Score -1.990353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165814 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -19903552.000000 Penalty: 5975.454590
	Iteration 73Q: 3 clusters Score -1.990355e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -19903554.000000 Penalty: 5975.454590
	Iteration 74Q: 3 clusters Score -1.990355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -19903538.000000 Penalty: 5975.454590
	Iteration 75Q: 3 clusters Score -1.990354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -19903532.000000 Penalty: 5975.454590
	Iteration 76Q: 3 clusters Score -1.990353e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -19903518.000000 Penalty: 5975.454590
	Iteration 77Q: 3 clusters Score -1.990352e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -19903504.000000 Penalty: 5975.454590
	Iteration 78Q: 3 clusters Score -1.99035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -19903516.000000 Penalty: 5975.454590
	Iteration 79Q: 3 clusters Score -1.990352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165921 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -19903500.000000 Penalty: 5975.454590
	Iteration 80F: 3 clusters Score -1.99035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165920 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -19903522.000000 Penalty: 5975.454590
	Iteration 81Q: 3 clusters Score -1.990352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165922 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -19903528.000000 Penalty: 5975.454590
	Iteration 82Q: 3 clusters Score -1.990353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -19903524.000000 Penalty: 5975.454590
	Iteration 83Q: 3 clusters Score -1.990352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -19903538.000000 Penalty: 5975.454590
	Iteration 84Q: 3 clusters Score -1.990354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165904 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -19903544.000000 Penalty: 5975.454590
	Iteration 85Q: 3 clusters Score -1.990354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -19903546.000000 Penalty: 5975.454590
	Iteration 86Q: 3 clusters Score -1.990355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -19903548.000000 Penalty: 5975.454590
	Iteration 87Q: 3 clusters Score -1.990355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5975.454590
	Iteration 88Q: 3 clusters Score -1.990357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -19903564.000000 Penalty: 5975.454590
	Iteration 89Q: 3 clusters Score -1.990356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903570.000000 Penalty: 5975.454590
	Iteration 90Q: 3 clusters Score -1.990357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -19903588.000000 Penalty: 5975.454590
	Iteration 91Q: 3 clusters Score -1.990359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903586.000000 Penalty: 5975.454590
	Iteration 92Q: 3 clusters Score -1.990359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903586.000000 Penalty: 5975.454590
	Iteration 93Q: 3 clusters Score -1.990359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 94Q: 3 clusters Score -1.990358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -19903578.000000 Penalty: 5975.454590
	Iteration 95Q: 3 clusters Score -1.990358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5975.454590
	Iteration 96Q: 3 clusters Score -1.990357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -19903570.000000 Penalty: 5975.454590
	Iteration 97Q: 3 clusters Score -1.990357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -19903566.000000 Penalty: 5975.454590
	Iteration 98Q: 3 clusters Score -1.990357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -19903568.000000 Penalty: 5975.454590
	Iteration 99Q: 3 clusters Score -1.990357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -19903572.000000 Penalty: 5975.454590
	Iteration 100F: 3 clusters Score -1.990357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -19903594.000000 Penalty: 5975.454590
	Iteration 101Q: 3 clusters Score -1.990359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 102Q: 3 clusters Score -1.990358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903588.000000 Penalty: 5975.454590
	Iteration 103Q: 3 clusters Score -1.990359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 104Q: 3 clusters Score -1.990358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 105Q: 3 clusters Score -1.990358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -19903590.000000 Penalty: 5975.454590
	Iteration 106Q: 3 clusters Score -1.990359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903586.000000 Penalty: 5975.454590
	Iteration 107Q: 3 clusters Score -1.990359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -19903594.000000 Penalty: 5975.454590
	Iteration 108Q: 3 clusters Score -1.990359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -19903592.000000 Penalty: 5975.454590
	Iteration 109Q: 3 clusters Score -1.990359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -19903598.000000 Penalty: 5975.454590
	Iteration 110Q: 3 clusters Score -1.99036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 111Q: 3 clusters Score -1.990358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903586.000000 Penalty: 5975.454590
	Iteration 112Q: 3 clusters Score -1.990359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -19903590.000000 Penalty: 5975.454590
	Iteration 113Q: 3 clusters Score -1.990359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 114Q: 3 clusters Score -1.990358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165877 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -19903592.000000 Penalty: 5975.454590
	Iteration 115Q: 3 clusters Score -1.990359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -19903584.000000 Penalty: 5975.454590
	Iteration 116Q: 3 clusters Score -1.990358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19903598.000000 Penalty: 5975.454590
	Iteration 117Q: 3 clusters Score -1.99036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -19903586.000000 Penalty: 5975.454590
	Iteration 118Q: 3 clusters Score -1.990359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -19903582.000000 Penalty: 5975.454590
	Iteration 119Q: 3 clusters Score -1.990358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -19903600.000000 Penalty: 5975.454590
	Iteration 120F: 3 clusters Score -1.99036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165893 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -19903594.000000 Penalty: 5975.454590
	Iteration 121Q: 3 clusters Score -1.990359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165895 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -19903596.000000 Penalty: 5975.454590
	Iteration 122Q: 3 clusters Score -1.99036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165897 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -19903606.000000 Penalty: 5975.454590
	Iteration 123Q: 3 clusters Score -1.990361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165895 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -19903596.000000 Penalty: 5975.454590
	Iteration 124Q: 3 clusters Score -1.99036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165893 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -19903600.000000 Penalty: 5975.454590
	Iteration 125Q: 3 clusters Score -1.99036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -19903600.000000 Penalty: 5975.454590
	Iteration 126Q: 3 clusters Score -1.99036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165892 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -19903600.000000 Penalty: 5975.454590
	Iteration 127F: 3 clusters Score -1.99036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 328683 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 16 contains 274682 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Entering Unmasked Estep 
Score: -183894288.000000 Penalty: 77978.781250
Splitting cluster 4 changes total score from -183881184.000000 to -183894288.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (5456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Entering Unmasked Estep 
Score: -584869.750000 Penalty: 2133.908936
	Iteration 0F: 2 clusters Score -584869.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -580156.750000 Penalty: 4267.817871
	Iteration 0F: 3 clusters Score -580156.8 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -583192.750000 Penalty: 4267.817871
	Iteration 1F: 3 clusters Score -583192.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -586491.250000 Penalty: 4267.817871
	Iteration 2F: 3 clusters Score -586491.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -588154.125000 Penalty: 4267.817871
	Iteration 3F: 3 clusters Score -588154.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -588522.000000 Penalty: 4267.817871
	Iteration 4F: 3 clusters Score -588522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -588616.875000 Penalty: 4267.817871
	Iteration 5Q: 3 clusters Score -588616.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -588673.562500 Penalty: 4267.817871
	Iteration 6Q: 3 clusters Score -588673.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -588704.062500 Penalty: 4267.817871
	Iteration 7Q: 3 clusters Score -588704.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -588729.187500 Penalty: 4267.817871
	Iteration 8Q: 3 clusters Score -588729.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -588752.187500 Penalty: 4267.817871
	Iteration 9Q: 3 clusters Score -588752.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -588780.125000 Penalty: 4267.817871
	Iteration 10Q: 3 clusters Score -588780.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -588805.750000 Penalty: 4267.817871
	Iteration 11Q: 3 clusters Score -588805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -588822.812500 Penalty: 4267.817871
	Iteration 12Q: 3 clusters Score -588822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -588832.312500 Penalty: 4267.817871
	Iteration 13Q: 3 clusters Score -588832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -588837.500000 Penalty: 4267.817871
	Iteration 14Q: 3 clusters Score -588837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -588839.687500 Penalty: 4267.817871
	Iteration 15Q: 3 clusters Score -588839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -588838.875000 Penalty: 4267.817871
	Iteration 16Q: 3 clusters Score -588838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -588838.875000 Penalty: 4267.817871
	Iteration 17F: 3 clusters Score -588838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 328683 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 274682 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Entering Unmasked Estep 
Score: -183897184.000000 Penalty: 81523.273438
Splitting cluster 5 changes total score from -183881184.000000 to -183897184.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (188947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188947 members 
Entering Unmasked Estep 
Score: -22325928.000000 Penalty: 3013.006836
	Iteration 0F: 2 clusters Score -2.232593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -22200618.000000 Penalty: 6026.013672
	Iteration 0F: 3 clusters Score -2.220062e+07 nChanged 90748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -22254040.000000 Penalty: 6026.013672
	Iteration 1F: 3 clusters Score -2.225404e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -22256146.000000 Penalty: 6026.013672
	Iteration 2Q: 3 clusters Score -2.225615e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111167 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -22259886.000000 Penalty: 6026.013672
	Iteration 3Q: 3 clusters Score -2.225989e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -22266254.000000 Penalty: 6026.013672
	Iteration 4F: 3 clusters Score -2.226625e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133053 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -22276546.000000 Penalty: 6026.013672
	Iteration 5F: 3 clusters Score -2.227655e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -22290468.000000 Penalty: 6026.013672
	Iteration 6F: 3 clusters Score -2.229047e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161586 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -22303982.000000 Penalty: 6026.013672
	Iteration 7F: 3 clusters Score -2.230398e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -22313342.000000 Penalty: 6026.013672
	Iteration 8F: 3 clusters Score -2.231334e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176899 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -22318538.000000 Penalty: 6026.013672
	Iteration 9Q: 3 clusters Score -2.231854e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -22321092.000000 Penalty: 6026.013672
	Iteration 10Q: 3 clusters Score -2.232109e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -22322406.000000 Penalty: 6026.013672
	Iteration 11Q: 3 clusters Score -2.232241e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -22322976.000000 Penalty: 6026.013672
	Iteration 12Q: 3 clusters Score -2.232298e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184505 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -22323250.000000 Penalty: 6026.013672
	Iteration 13Q: 3 clusters Score -2.232325e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185228 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -22323472.000000 Penalty: 6026.013672
	Iteration 14Q: 3 clusters Score -2.232347e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185756 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22323602.000000 Penalty: 6026.013672
	Iteration 15Q: 3 clusters Score -2.23236e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186145 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22323754.000000 Penalty: 6026.013672
	Iteration 16Q: 3 clusters Score -2.232375e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186453 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -22323858.000000 Penalty: 6026.013672
	Iteration 17Q: 3 clusters Score -2.232386e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -22323892.000000 Penalty: 6026.013672
	Iteration 18Q: 3 clusters Score -2.232389e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22323908.000000 Penalty: 6026.013672
	Iteration 19Q: 3 clusters Score -2.232391e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186944 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22323926.000000 Penalty: 6026.013672
	Iteration 20F: 3 clusters Score -2.232393e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187047 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -22323924.000000 Penalty: 6026.013672
	Iteration 21Q: 3 clusters Score -2.232392e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187116 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22323912.000000 Penalty: 6026.013672
	Iteration 22Q: 3 clusters Score -2.232391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22323906.000000 Penalty: 6026.013672
	Iteration 23Q: 3 clusters Score -2.232391e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187218 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -22323936.000000 Penalty: 6026.013672
	Iteration 24Q: 3 clusters Score -2.232394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187253 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22323942.000000 Penalty: 6026.013672
	Iteration 25Q: 3 clusters Score -2.232394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22323924.000000 Penalty: 6026.013672
	Iteration 26Q: 3 clusters Score -2.232392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187306 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -22323946.000000 Penalty: 6026.013672
	Iteration 27Q: 3 clusters Score -2.232395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187326 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -22323964.000000 Penalty: 6026.013672
	Iteration 28Q: 3 clusters Score -2.232396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187349 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22323972.000000 Penalty: 6026.013672
	Iteration 29Q: 3 clusters Score -2.232397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187366 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22323952.000000 Penalty: 6026.013672
	Iteration 30Q: 3 clusters Score -2.232395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22323954.000000 Penalty: 6026.013672
	Iteration 31Q: 3 clusters Score -2.232395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187383 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22323968.000000 Penalty: 6026.013672
	Iteration 32Q: 3 clusters Score -2.232397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22323964.000000 Penalty: 6026.013672
	Iteration 33Q: 3 clusters Score -2.232396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -22323974.000000 Penalty: 6026.013672
	Iteration 34Q: 3 clusters Score -2.232397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187394 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22323982.000000 Penalty: 6026.013672
	Iteration 35Q: 3 clusters Score -2.232398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187395 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22323996.000000 Penalty: 6026.013672
	Iteration 36Q: 3 clusters Score -2.2324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187393 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22323990.000000 Penalty: 6026.013672
	Iteration 37Q: 3 clusters Score -2.232399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22323992.000000 Penalty: 6026.013672
	Iteration 38Q: 3 clusters Score -2.232399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187391 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22323988.000000 Penalty: 6026.013672
	Iteration 39Q: 3 clusters Score -2.232399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187394 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22323988.000000 Penalty: 6026.013672
	Iteration 40F: 3 clusters Score -2.232399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187398 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22323986.000000 Penalty: 6026.013672
	Iteration 41Q: 3 clusters Score -2.232399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187400 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22324008.000000 Penalty: 6026.013672
	Iteration 42Q: 3 clusters Score -2.232401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187398 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22323998.000000 Penalty: 6026.013672
	Iteration 43Q: 3 clusters Score -2.2324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -22323998.000000 Penalty: 6026.013672
	Iteration 44Q: 3 clusters Score -2.2324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -22323998.000000 Penalty: 6026.013672
	Iteration 45F: 3 clusters Score -2.2324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Entering Unmasked Estep 
Score: -8346164.000000 Penalty: 2768.008301
	Iteration 0F: 2 clusters Score -8346164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -8298825.000000 Penalty: 5536.016602
	Iteration 0F: 3 clusters Score -8298825 nChanged 32887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8317160.500000 Penalty: 5536.016602
	Iteration 1F: 3 clusters Score -8317160 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -8317654.500000 Penalty: 5536.016602
	Iteration 2Q: 3 clusters Score -8317654 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -8318164.000000 Penalty: 5536.016602
	Iteration 3Q: 3 clusters Score -8318164 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -8318861.000000 Penalty: 5536.016602
	Iteration 4Q: 3 clusters Score -8318861 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -8319713.000000 Penalty: 5536.016602
	Iteration 5Q: 3 clusters Score -8319713 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8320864.000000 Penalty: 5536.016602
	Iteration 6Q: 3 clusters Score -8320864 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -8322512.500000 Penalty: 5536.016602
	Iteration 7Q: 3 clusters Score -8322512 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -8324501.500000 Penalty: 5536.016602
	Iteration 8F: 3 clusters Score -8324502 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -8327148.500000 Penalty: 5536.016602
	Iteration 9F: 3 clusters Score -8327148 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -8330445.000000 Penalty: 5536.016602
	Iteration 10F: 3 clusters Score -8330445 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8333595.000000 Penalty: 5536.016602
	Iteration 11F: 3 clusters Score -8333595 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -8336035.500000 Penalty: 5536.016602
	Iteration 12F: 3 clusters Score -8336036 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -8337617.000000 Penalty: 5536.016602
	Iteration 13Q: 3 clusters Score -8337617 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -8338687.000000 Penalty: 5536.016602
	Iteration 14Q: 3 clusters Score -8338687 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -8339391.000000 Penalty: 5536.016602
	Iteration 15Q: 3 clusters Score -8339391 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -8340019.000000 Penalty: 5536.016602
	Iteration 16Q: 3 clusters Score -8340019 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -8340523.500000 Penalty: 5536.016602
	Iteration 17Q: 3 clusters Score -8340524 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -8341000.000000 Penalty: 5536.016602
	Iteration 18Q: 3 clusters Score -8341000 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -8341455.000000 Penalty: 5536.016602
	Iteration 19Q: 3 clusters Score -8341455 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -8341795.000000 Penalty: 5536.016602
	Iteration 20F: 3 clusters Score -8341795 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -8342138.500000 Penalty: 5536.016602
	Iteration 21Q: 3 clusters Score -8342138 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -8342483.000000 Penalty: 5536.016602
	Iteration 22Q: 3 clusters Score -8342483 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -8342744.000000 Penalty: 5536.016602
	Iteration 23Q: 3 clusters Score -8342744 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8342968.000000 Penalty: 5536.016602
	Iteration 24Q: 3 clusters Score -8342968 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -8343250.000000 Penalty: 5536.016602
	Iteration 25Q: 3 clusters Score -8343250 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -8343465.500000 Penalty: 5536.016602
	Iteration 26Q: 3 clusters Score -8343466 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -8343647.500000 Penalty: 5536.016602
	Iteration 27Q: 3 clusters Score -8343648 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8343794.500000 Penalty: 5536.016602
	Iteration 28Q: 3 clusters Score -8343794 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8343967.000000 Penalty: 5536.016602
	Iteration 29Q: 3 clusters Score -8343967 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -8344092.000000 Penalty: 5536.016602
	Iteration 30Q: 3 clusters Score -8344092 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8344212.500000 Penalty: 5536.016602
	Iteration 31Q: 3 clusters Score -8344212 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8344284.500000 Penalty: 5536.016602
	Iteration 32Q: 3 clusters Score -8344284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8344334.000000 Penalty: 5536.016602
	Iteration 33Q: 3 clusters Score -8344334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8344383.000000 Penalty: 5536.016602
	Iteration 34Q: 3 clusters Score -8344383 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8344435.500000 Penalty: 5536.016602
	Iteration 35Q: 3 clusters Score -8344436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8344444.000000 Penalty: 5536.016602
	Iteration 36Q: 3 clusters Score -8344444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8344474.500000 Penalty: 5536.016602
	Iteration 37Q: 3 clusters Score -8344474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8344495.500000 Penalty: 5536.016602
	Iteration 38Q: 3 clusters Score -8344496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8344526.000000 Penalty: 5536.016602
	Iteration 39Q: 3 clusters Score -8344526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8344551.000000 Penalty: 5536.016602
	Iteration 40F: 3 clusters Score -8344551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8344582.000000 Penalty: 5536.016602
	Iteration 41Q: 3 clusters Score -8344582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8344590.000000 Penalty: 5536.016602
	Iteration 42Q: 3 clusters Score -8344590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8344609.000000 Penalty: 5536.016602
	Iteration 43Q: 3 clusters Score -8344609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8344604.500000 Penalty: 5536.016602
	Iteration 44Q: 3 clusters Score -8344604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8344612.000000 Penalty: 5536.016602
	Iteration 45Q: 3 clusters Score -8344612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8344621.500000 Penalty: 5536.016602
	Iteration 46Q: 3 clusters Score -8344622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8344626.000000 Penalty: 5536.016602
	Iteration 47Q: 3 clusters Score -8344626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8344629.000000 Penalty: 5536.016602
	Iteration 48Q: 3 clusters Score -8344629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8344648.000000 Penalty: 5536.016602
	Iteration 49Q: 3 clusters Score -8344648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8344667.500000 Penalty: 5536.016602
	Iteration 50Q: 3 clusters Score -8344668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8344686.000000 Penalty: 5536.016602
	Iteration 51Q: 3 clusters Score -8344686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8344691.500000 Penalty: 5536.016602
	Iteration 52Q: 3 clusters Score -8344692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8344697.500000 Penalty: 5536.016602
	Iteration 53Q: 3 clusters Score -8344698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8344709.500000 Penalty: 5536.016602
	Iteration 54Q: 3 clusters Score -8344710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8344708.000000 Penalty: 5536.016602
	Iteration 55Q: 3 clusters Score -8344708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8344696.000000 Penalty: 5536.016602
	Iteration 56Q: 3 clusters Score -8344696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8344704.000000 Penalty: 5536.016602
	Iteration 57Q: 3 clusters Score -8344704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8344694.500000 Penalty: 5536.016602
	Iteration 58Q: 3 clusters Score -8344694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8344702.000000 Penalty: 5536.016602
	Iteration 59Q: 3 clusters Score -8344702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8344715.500000 Penalty: 5536.016602
	Iteration 60F: 3 clusters Score -8344716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8344709.000000 Penalty: 5536.016602
	Iteration 61Q: 3 clusters Score -8344709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8344704.500000 Penalty: 5536.016602
	Iteration 62Q: 3 clusters Score -8344704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8344700.500000 Penalty: 5536.016602
	Iteration 63Q: 3 clusters Score -8344700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8344704.000000 Penalty: 5536.016602
	Iteration 64Q: 3 clusters Score -8344704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8344705.500000 Penalty: 5536.016602
	Iteration 65Q: 3 clusters Score -8344706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8344703.000000 Penalty: 5536.016602
	Iteration 66Q: 3 clusters Score -8344703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8344703.000000 Penalty: 5536.016602
	Iteration 67Q: 3 clusters Score -8344703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8344703.000000 Penalty: 5536.016602
	Iteration 68F: 3 clusters Score -8344703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Entering Unmasked Estep 
Score: -6052932.000000 Penalty: 2688.114014
	Iteration 0F: 2 clusters Score -6052932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -6018659.000000 Penalty: 5376.228027
	Iteration 0F: 3 clusters Score -6018659 nChanged 23483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -6032132.500000 Penalty: 5376.228027
	Iteration 1F: 3 clusters Score -6032132 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -6033090.000000 Penalty: 5376.228027
	Iteration 2Q: 3 clusters Score -6033090 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6034374.500000 Penalty: 5376.228027
	Iteration 3F: 3 clusters Score -6034374 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -6036276.000000 Penalty: 5376.228027
	Iteration 4F: 3 clusters Score -6036276 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -6038998.000000 Penalty: 5376.228027
	Iteration 5F: 3 clusters Score -6038998 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -6042469.500000 Penalty: 5376.228027
	Iteration 6F: 3 clusters Score -6042470 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -6046076.000000 Penalty: 5376.228027
	Iteration 7F: 3 clusters Score -6046076 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -6048360.000000 Penalty: 5376.228027
	Iteration 8Q: 3 clusters Score -6048360 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -6049317.000000 Penalty: 5376.228027
	Iteration 9Q: 3 clusters Score -6049317 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -6049715.500000 Penalty: 5376.228027
	Iteration 10Q: 3 clusters Score -6049716 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6049993.000000 Penalty: 5376.228027
	Iteration 11Q: 3 clusters Score -6049993 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6050145.000000 Penalty: 5376.228027
	Iteration 12Q: 3 clusters Score -6050145 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6050311.000000 Penalty: 5376.228027
	Iteration 13Q: 3 clusters Score -6050311 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -6050468.000000 Penalty: 5376.228027
	Iteration 14Q: 3 clusters Score -6050468 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6050562.500000 Penalty: 5376.228027
	Iteration 15Q: 3 clusters Score -6050562 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6050671.000000 Penalty: 5376.228027
	Iteration 16Q: 3 clusters Score -6050671 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -6050748.500000 Penalty: 5376.228027
	Iteration 17Q: 3 clusters Score -6050748 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -6050841.500000 Penalty: 5376.228027
	Iteration 18Q: 3 clusters Score -6050842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -6050911.000000 Penalty: 5376.228027
	Iteration 19Q: 3 clusters Score -6050911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6050959.500000 Penalty: 5376.228027
	Iteration 20F: 3 clusters Score -6050960 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -6051017.500000 Penalty: 5376.228027
	Iteration 21Q: 3 clusters Score -6051018 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6051062.500000 Penalty: 5376.228027
	Iteration 22Q: 3 clusters Score -6051062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6051086.000000 Penalty: 5376.228027
	Iteration 23Q: 3 clusters Score -6051086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6051128.500000 Penalty: 5376.228027
	Iteration 24Q: 3 clusters Score -6051128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -6051151.000000 Penalty: 5376.228027
	Iteration 25Q: 3 clusters Score -6051151 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6051160.500000 Penalty: 5376.228027
	Iteration 26Q: 3 clusters Score -6051160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -6051203.000000 Penalty: 5376.228027
	Iteration 27Q: 3 clusters Score -6051203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6051222.000000 Penalty: 5376.228027
	Iteration 28Q: 3 clusters Score -6051222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -6051236.000000 Penalty: 5376.228027
	Iteration 29Q: 3 clusters Score -6051236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -6051247.000000 Penalty: 5376.228027
	Iteration 30Q: 3 clusters Score -6051247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -6051271.000000 Penalty: 5376.228027
	Iteration 31Q: 3 clusters Score -6051271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -6051286.000000 Penalty: 5376.228027
	Iteration 32Q: 3 clusters Score -6051286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -6051294.500000 Penalty: 5376.228027
	Iteration 33Q: 3 clusters Score -6051294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -6051309.000000 Penalty: 5376.228027
	Iteration 34Q: 3 clusters Score -6051309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -6051314.500000 Penalty: 5376.228027
	Iteration 35Q: 3 clusters Score -6051314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6051335.000000 Penalty: 5376.228027
	Iteration 36Q: 3 clusters Score -6051335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6051338.500000 Penalty: 5376.228027
	Iteration 37Q: 3 clusters Score -6051338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -6051353.500000 Penalty: 5376.228027
	Iteration 38Q: 3 clusters Score -6051354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6051366.500000 Penalty: 5376.228027
	Iteration 39Q: 3 clusters Score -6051366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6051352.000000 Penalty: 5376.228027
	Iteration 40F: 3 clusters Score -6051352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -6051360.000000 Penalty: 5376.228027
	Iteration 41Q: 3 clusters Score -6051360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -6051356.500000 Penalty: 5376.228027
	Iteration 42Q: 3 clusters Score -6051356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6051349.500000 Penalty: 5376.228027
	Iteration 43Q: 3 clusters Score -6051350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6051358.500000 Penalty: 5376.228027
	Iteration 44Q: 3 clusters Score -6051358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -6051356.500000 Penalty: 5376.228027
	Iteration 45Q: 3 clusters Score -6051356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -6051360.000000 Penalty: 5376.228027
	Iteration 46Q: 3 clusters Score -6051360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6051369.500000 Penalty: 5376.228027
	Iteration 47Q: 3 clusters Score -6051370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -6051370.000000 Penalty: 5376.228027
	Iteration 48Q: 3 clusters Score -6051370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6051365.500000 Penalty: 5376.228027
	Iteration 49Q: 3 clusters Score -6051366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6051367.500000 Penalty: 5376.228027
	Iteration 50Q: 3 clusters Score -6051368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -6051376.500000 Penalty: 5376.228027
	Iteration 51Q: 3 clusters Score -6051376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -6051375.000000 Penalty: 5376.228027
	Iteration 52Q: 3 clusters Score -6051375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -6051372.000000 Penalty: 5376.228027
	Iteration 53Q: 3 clusters Score -6051372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6051372.500000 Penalty: 5376.228027
	Iteration 54Q: 3 clusters Score -6051372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -6051381.000000 Penalty: 5376.228027
	Iteration 55Q: 3 clusters Score -6051381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6051377.500000 Penalty: 5376.228027
	Iteration 56Q: 3 clusters Score -6051378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -6051378.500000 Penalty: 5376.228027
	Iteration 57Q: 3 clusters Score -6051378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6051375.000000 Penalty: 5376.228027
	Iteration 58Q: 3 clusters Score -6051375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -6051373.000000 Penalty: 5376.228027
	Iteration 59Q: 3 clusters Score -6051373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6051373.000000 Penalty: 5376.228027
	Iteration 60F: 3 clusters Score -6051373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6051370.000000 Penalty: 5376.228027
	Iteration 61Q: 3 clusters Score -6051370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6051370.000000 Penalty: 5376.228027
	Iteration 62F: 3 clusters Score -6051370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Entering Unmasked Estep 
Score: -8148168.500000 Penalty: 2773.657227
	Iteration 0F: 2 clusters Score -8148168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -8100113.000000 Penalty: 5547.314453
	Iteration 0F: 3 clusters Score -8100113 nChanged 33738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8118938.000000 Penalty: 5547.314453
	Iteration 1F: 3 clusters Score -8118938 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -8119680.000000 Penalty: 5547.314453
	Iteration 2Q: 3 clusters Score -8119680 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -8120518.500000 Penalty: 5547.314453
	Iteration 3Q: 3 clusters Score -8120518 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -8121769.500000 Penalty: 5547.314453
	Iteration 4Q: 3 clusters Score -8121770 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -8123864.500000 Penalty: 5547.314453
	Iteration 5F: 3 clusters Score -8123864 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -8127282.000000 Penalty: 5547.314453
	Iteration 6F: 3 clusters Score -8127282 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -8132031.500000 Penalty: 5547.314453
	Iteration 7F: 3 clusters Score -8132032 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -8137199.500000 Penalty: 5547.314453
	Iteration 8F: 3 clusters Score -8137200 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -8141310.000000 Penalty: 5547.314453
	Iteration 9F: 3 clusters Score -8141310 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8144188.000000 Penalty: 5547.314453
	Iteration 10Q: 3 clusters Score -8144188 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8145980.500000 Penalty: 5547.314453
	Iteration 11Q: 3 clusters Score -8145980 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8146727.500000 Penalty: 5547.314453
	Iteration 12Q: 3 clusters Score -8146728 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8147046.000000 Penalty: 5547.314453
	Iteration 13Q: 3 clusters Score -8147046 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8147179.500000 Penalty: 5547.314453
	Iteration 14Q: 3 clusters Score -8147180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -8147253.500000 Penalty: 5547.314453
	Iteration 15Q: 3 clusters Score -8147254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8147270.000000 Penalty: 5547.314453
	Iteration 16Q: 3 clusters Score -8147270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8147267.000000 Penalty: 5547.314453
	Iteration 17Q: 3 clusters Score -8147267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8147265.000000 Penalty: 5547.314453
	Iteration 18Q: 3 clusters Score -8147265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8147269.000000 Penalty: 5547.314453
	Iteration 19Q: 3 clusters Score -8147269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8147273.500000 Penalty: 5547.314453
	Iteration 20F: 3 clusters Score -8147274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8147272.500000 Penalty: 5547.314453
	Iteration 21Q: 3 clusters Score -8147272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8147270.500000 Penalty: 5547.314453
	Iteration 22Q: 3 clusters Score -8147270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8147270.000000 Penalty: 5547.314453
	Iteration 23Q: 3 clusters Score -8147270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8147270.000000 Penalty: 5547.314453
	Iteration 24F: 3 clusters Score -8147270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -264813.093750 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -264813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -261981.062500 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -261981.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -263985.312500 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -263985.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -265985.812500 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -265985.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -266825.250000 Penalty: 3909.815430
	Iteration 3F: 3 clusters Score -266825.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -267290.812500 Penalty: 3909.815430
	Iteration 4F: 3 clusters Score -267290.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -267717.406250 Penalty: 3909.815430
	Iteration 5F: 3 clusters Score -267717.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -268074.750000 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -268074.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -268396.656250 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -268396.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -268656.062500 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -268656.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -268968.031250 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -268968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -269371.906250 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -269371.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -269882.812500 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -269882.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -269970.500000 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -269970.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -270049.781250 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -270049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -270104.281250 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -270104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -270204.843750 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -270204.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -270378.750000 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -270378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -270642.062500 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -270642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -270804.375000 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -270804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -270807.593750 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -270807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -270870.375000 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -270870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -270965.250000 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -270965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -271033.406250 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -271033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -271106.562500 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -271106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -271162.937500 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -271162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -271198.812500 Penalty: 3909.815430
	Iteration 25Q: 3 clusters Score -271198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271230.437500 Penalty: 3909.815430
	Iteration 26Q: 3 clusters Score -271230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -271275.718750 Penalty: 3909.815430
	Iteration 27Q: 3 clusters Score -271275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -271307.312500 Penalty: 3909.815430
	Iteration 28Q: 3 clusters Score -271307.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -271340.343750 Penalty: 3909.815430
	Iteration 29Q: 3 clusters Score -271340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -271364.500000 Penalty: 3909.815430
	Iteration 30Q: 3 clusters Score -271364.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -271381.843750 Penalty: 3909.815430
	Iteration 31Q: 3 clusters Score -271381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -271387.687500 Penalty: 3909.815430
	Iteration 32Q: 3 clusters Score -271387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -271391.062500 Penalty: 3909.815430
	Iteration 33Q: 3 clusters Score -271391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -271422.343750 Penalty: 3909.815430
	Iteration 34F: 3 clusters Score -271422.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -271532.468750 Penalty: 3909.815430
	Iteration 35Q: 3 clusters Score -271532.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -271660.562500 Penalty: 3909.815430
	Iteration 36Q: 3 clusters Score -271660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271737.625000 Penalty: 3909.815430
	Iteration 37Q: 3 clusters Score -271737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -271769.281250 Penalty: 3909.815430
	Iteration 38Q: 3 clusters Score -271769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271785.781250 Penalty: 3909.815430
	Iteration 39Q: 3 clusters Score -271785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -271816.843750 Penalty: 3909.815430
	Iteration 40F: 3 clusters Score -271816.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271932.093750 Penalty: 3909.815430
	Iteration 41Q: 3 clusters Score -271932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -272037.718750 Penalty: 3909.815430
	Iteration 42Q: 3 clusters Score -272037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -272092.531250 Penalty: 3909.815430
	Iteration 43Q: 3 clusters Score -272092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -272132.562500 Penalty: 3909.815430
	Iteration 44Q: 3 clusters Score -272132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -272175.093750 Penalty: 3909.815430
	Iteration 45Q: 3 clusters Score -272175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -272208.437500 Penalty: 3909.815430
	Iteration 46Q: 3 clusters Score -272208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -272244.312500 Penalty: 3909.815430
	Iteration 47Q: 3 clusters Score -272244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -272279.250000 Penalty: 3909.815430
	Iteration 48Q: 3 clusters Score -272279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -272316.812500 Penalty: 3909.815430
	Iteration 49Q: 3 clusters Score -272316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -272377.281250 Penalty: 3909.815430
	Iteration 50Q: 3 clusters Score -272377.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -272468.812500 Penalty: 3909.815430
	Iteration 51Q: 3 clusters Score -272468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -272543.750000 Penalty: 3909.815430
	Iteration 52Q: 3 clusters Score -272543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272611.000000 Penalty: 3909.815430
	Iteration 53Q: 3 clusters Score -272611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -272713.687500 Penalty: 3909.815430
	Iteration 54Q: 3 clusters Score -272713.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -272815.312500 Penalty: 3909.815430
	Iteration 55Q: 3 clusters Score -272815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272917.125000 Penalty: 3909.815430
	Iteration 56Q: 3 clusters Score -272917.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -272999.062500 Penalty: 3909.815430
	Iteration 57Q: 3 clusters Score -272999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -273173.531250 Penalty: 3909.815430
	Iteration 58Q: 3 clusters Score -273173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -273311.656250 Penalty: 3909.815430
	Iteration 59Q: 3 clusters Score -273311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -273634.812500 Penalty: 3909.815430
	Iteration 60F: 3 clusters Score -273634.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276118.281250 Penalty: 3909.815430
	Iteration 61Q: 3 clusters Score -276118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276118.281250 Penalty: 3909.815430
	Iteration 62F: 3 clusters Score -276118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 328683 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 274682 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 1217 members 
Entering Unmasked Estep 
Score: -183911952.000000 Penalty: 85067.757812
Splitting cluster 11 changes total score from -183881184.000000 to -183911952.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (55211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Entering Unmasked Estep 
Score: -6518947.500000 Penalty: 2707.891602
	Iteration 0F: 2 clusters Score -6518948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6481978.000000 Penalty: 5415.783203
	Iteration 0F: 3 clusters Score -6481978 nChanged 25487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -6496128.000000 Penalty: 5415.783203
	Iteration 1F: 3 clusters Score -6496128 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -6496714.000000 Penalty: 5415.783203
	Iteration 2Q: 3 clusters Score -6496714 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6497432.000000 Penalty: 5415.783203
	Iteration 3Q: 3 clusters Score -6497432 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6498172.000000 Penalty: 5415.783203
	Iteration 4Q: 3 clusters Score -6498172 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -6499122.500000 Penalty: 5415.783203
	Iteration 5Q: 3 clusters Score -6499122 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -6500247.500000 Penalty: 5415.783203
	Iteration 6Q: 3 clusters Score -6500248 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -6501641.500000 Penalty: 5415.783203
	Iteration 7Q: 3 clusters Score -6501642 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -6503276.500000 Penalty: 5415.783203
	Iteration 8F: 3 clusters Score -6503276 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6505002.000000 Penalty: 5415.783203
	Iteration 9F: 3 clusters Score -6505002 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -6506762.000000 Penalty: 5415.783203
	Iteration 10Q: 3 clusters Score -6506762 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -6508443.500000 Penalty: 5415.783203
	Iteration 11Q: 3 clusters Score -6508444 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -6509740.000000 Penalty: 5415.783203
	Iteration 12Q: 3 clusters Score -6509740 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -6510711.500000 Penalty: 5415.783203
	Iteration 13Q: 3 clusters Score -6510712 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -6511394.500000 Penalty: 5415.783203
	Iteration 14Q: 3 clusters Score -6511394 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -6511953.500000 Penalty: 5415.783203
	Iteration 15Q: 3 clusters Score -6511954 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -6512370.500000 Penalty: 5415.783203
	Iteration 16Q: 3 clusters Score -6512370 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -6512758.000000 Penalty: 5415.783203
	Iteration 17Q: 3 clusters Score -6512758 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -6513147.000000 Penalty: 5415.783203
	Iteration 18Q: 3 clusters Score -6513147 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6513521.500000 Penalty: 5415.783203
	Iteration 19Q: 3 clusters Score -6513522 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6513928.000000 Penalty: 5415.783203
	Iteration 20F: 3 clusters Score -6513928 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6514299.500000 Penalty: 5415.783203
	Iteration 21Q: 3 clusters Score -6514300 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -6514637.500000 Penalty: 5415.783203
	Iteration 22Q: 3 clusters Score -6514638 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -6514918.500000 Penalty: 5415.783203
	Iteration 23Q: 3 clusters Score -6514918 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -6515173.500000 Penalty: 5415.783203
	Iteration 24Q: 3 clusters Score -6515174 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6515445.500000 Penalty: 5415.783203
	Iteration 25Q: 3 clusters Score -6515446 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6515651.500000 Penalty: 5415.783203
	Iteration 26Q: 3 clusters Score -6515652 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6515836.500000 Penalty: 5415.783203
	Iteration 27Q: 3 clusters Score -6515836 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6515965.000000 Penalty: 5415.783203
	Iteration 28Q: 3 clusters Score -6515965 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6516089.500000 Penalty: 5415.783203
	Iteration 29Q: 3 clusters Score -6516090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6516204.500000 Penalty: 5415.783203
	Iteration 30Q: 3 clusters Score -6516204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6516281.000000 Penalty: 5415.783203
	Iteration 31Q: 3 clusters Score -6516281 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6516346.500000 Penalty: 5415.783203
	Iteration 32Q: 3 clusters Score -6516346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6516424.000000 Penalty: 5415.783203
	Iteration 33Q: 3 clusters Score -6516424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6516487.500000 Penalty: 5415.783203
	Iteration 34Q: 3 clusters Score -6516488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6516538.500000 Penalty: 5415.783203
	Iteration 35Q: 3 clusters Score -6516538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6516582.500000 Penalty: 5415.783203
	Iteration 36Q: 3 clusters Score -6516582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6516609.500000 Penalty: 5415.783203
	Iteration 37Q: 3 clusters Score -6516610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6516634.000000 Penalty: 5415.783203
	Iteration 38Q: 3 clusters Score -6516634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6516661.500000 Penalty: 5415.783203
	Iteration 39Q: 3 clusters Score -6516662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6516688.000000 Penalty: 5415.783203
	Iteration 40F: 3 clusters Score -6516688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6516712.500000 Penalty: 5415.783203
	Iteration 41Q: 3 clusters Score -6516712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6516732.000000 Penalty: 5415.783203
	Iteration 42Q: 3 clusters Score -6516732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6516729.500000 Penalty: 5415.783203
	Iteration 43Q: 3 clusters Score -6516730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6516732.500000 Penalty: 5415.783203
	Iteration 44Q: 3 clusters Score -6516732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6516741.500000 Penalty: 5415.783203
	Iteration 45Q: 3 clusters Score -6516742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6516751.500000 Penalty: 5415.783203
	Iteration 46Q: 3 clusters Score -6516752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6516746.500000 Penalty: 5415.783203
	Iteration 47Q: 3 clusters Score -6516746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6516751.000000 Penalty: 5415.783203
	Iteration 48Q: 3 clusters Score -6516751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6516745.500000 Penalty: 5415.783203
	Iteration 49Q: 3 clusters Score -6516746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6516745.500000 Penalty: 5415.783203
	Iteration 50F: 3 clusters Score -6516746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (328683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328683 members 
Entering Unmasked Estep 
Score: -38340644.000000 Penalty: 3150.306641
	Iteration 0F: 2 clusters Score -3.834064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164434 members 
Mstep: Class 2 contains 164249 members 
Entering Unmasked Estep 
Score: -38133072.000000 Penalty: 6300.613281
	Iteration 0F: 3 clusters Score -3.813307e+07 nChanged 159339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Mstep: Class 2 contains 161116 members 
Entering Unmasked Estep 
Score: -38228500.000000 Penalty: 6300.613281
	Iteration 1F: 3 clusters Score -3.82285e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -38231352.000000 Penalty: 6300.613281
	Iteration 2Q: 3 clusters Score -3.823135e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174686 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -38236108.000000 Penalty: 6300.613281
	Iteration 3Q: 3 clusters Score -3.823611e+07 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182059 members 
Mstep: Class 2 contains 146624 members 
Entering Unmasked Estep 
Score: -38244140.000000 Penalty: 6300.613281
	Iteration 4Q: 3 clusters Score -3.824414e+07 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193100 members 
Mstep: Class 2 contains 135583 members 
Entering Unmasked Estep 
Score: -38258216.000000 Penalty: 6300.613281
	Iteration 5F: 3 clusters Score -3.825822e+07 nChanged 24793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207303 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -38277724.000000 Penalty: 6300.613281
	Iteration 6F: 3 clusters Score -3.827772e+07 nChanged 24541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221002 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -38299000.000000 Penalty: 6300.613281
	Iteration 7F: 3 clusters Score -3.8299e+07 nChanged 19870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231302 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -38313416.000000 Penalty: 6300.613281
	Iteration 8F: 3 clusters Score -3.831342e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238991 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -38320996.000000 Penalty: 6300.613281
	Iteration 9Q: 3 clusters Score -3.8321e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245834 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -38325668.000000 Penalty: 6300.613281
	Iteration 10Q: 3 clusters Score -3.832567e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252016 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -38329552.000000 Penalty: 6300.613281
	Iteration 11Q: 3 clusters Score -3.832955e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257621 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -38332496.000000 Penalty: 6300.613281
	Iteration 12Q: 3 clusters Score -3.83325e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262553 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -38334956.000000 Penalty: 6300.613281
	Iteration 13Q: 3 clusters Score -3.833496e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266948 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -38337092.000000 Penalty: 6300.613281
	Iteration 14Q: 3 clusters Score -3.833709e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270965 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -38338964.000000 Penalty: 6300.613281
	Iteration 15Q: 3 clusters Score -3.833896e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274605 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -38340400.000000 Penalty: 6300.613281
	Iteration 16Q: 3 clusters Score -3.83404e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277882 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -38341584.000000 Penalty: 6300.613281
	Iteration 17Q: 3 clusters Score -3.834158e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280898 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -38342668.000000 Penalty: 6300.613281
	Iteration 18Q: 3 clusters Score -3.834267e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283621 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -38343672.000000 Penalty: 6300.613281
	Iteration 19Q: 3 clusters Score -3.834367e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286251 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -38344388.000000 Penalty: 6300.613281
	Iteration 20F: 3 clusters Score -3.834439e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288683 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -38345264.000000 Penalty: 6300.613281
	Iteration 21Q: 3 clusters Score -3.834526e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290960 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -38346080.000000 Penalty: 6300.613281
	Iteration 22Q: 3 clusters Score -3.834608e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293033 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -38346732.000000 Penalty: 6300.613281
	Iteration 23Q: 3 clusters Score -3.834673e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294941 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -38347212.000000 Penalty: 6300.613281
	Iteration 24Q: 3 clusters Score -3.834721e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296685 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -38347500.000000 Penalty: 6300.613281
	Iteration 25Q: 3 clusters Score -3.83475e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298335 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -38348096.000000 Penalty: 6300.613281
	Iteration 26Q: 3 clusters Score -3.83481e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299951 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -38348716.000000 Penalty: 6300.613281
	Iteration 27Q: 3 clusters Score -3.834872e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301472 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -38348860.000000 Penalty: 6300.613281
	Iteration 28Q: 3 clusters Score -3.834886e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302975 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -38349024.000000 Penalty: 6300.613281
	Iteration 29Q: 3 clusters Score -3.834902e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304395 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -38349108.000000 Penalty: 6300.613281
	Iteration 30Q: 3 clusters Score -3.834911e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305788 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -38349300.000000 Penalty: 6300.613281
	Iteration 31Q: 3 clusters Score -3.83493e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307216 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -38349324.000000 Penalty: 6300.613281
	Iteration 32Q: 3 clusters Score -3.834932e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308623 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -38349480.000000 Penalty: 6300.613281
	Iteration 33Q: 3 clusters Score -3.834948e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309984 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -38349200.000000 Penalty: 6300.613281
	Iteration 34Q: 3 clusters Score -3.83492e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311275 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -38349032.000000 Penalty: 6300.613281
	Iteration 35Q: 3 clusters Score -3.834903e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312505 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -38348740.000000 Penalty: 6300.613281
	Iteration 36Q: 3 clusters Score -3.834874e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313700 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -38348408.000000 Penalty: 6300.613281
	Iteration 37Q: 3 clusters Score -3.834841e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314765 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -38348052.000000 Penalty: 6300.613281
	Iteration 38Q: 3 clusters Score -3.834805e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315719 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -38347796.000000 Penalty: 6300.613281
	Iteration 39Q: 3 clusters Score -3.83478e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316623 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -38347344.000000 Penalty: 6300.613281
	Iteration 40F: 3 clusters Score -3.834734e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317473 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -38346956.000000 Penalty: 6300.613281
	Iteration 41Q: 3 clusters Score -3.834696e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318223 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -38346452.000000 Penalty: 6300.613281
	Iteration 42Q: 3 clusters Score -3.834645e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318927 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -38346076.000000 Penalty: 6300.613281
	Iteration 43Q: 3 clusters Score -3.834608e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319552 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -38345688.000000 Penalty: 6300.613281
	Iteration 44Q: 3 clusters Score -3.834569e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320114 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -38345320.000000 Penalty: 6300.613281
	Iteration 45Q: 3 clusters Score -3.834532e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320648 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -38344976.000000 Penalty: 6300.613281
	Iteration 46Q: 3 clusters Score -3.834498e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321122 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -38344728.000000 Penalty: 6300.613281
	Iteration 47Q: 3 clusters Score -3.834473e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321553 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -38344352.000000 Penalty: 6300.613281
	Iteration 48Q: 3 clusters Score -3.834435e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321971 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -38344044.000000 Penalty: 6300.613281
	Iteration 49Q: 3 clusters Score -3.834404e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322379 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -38343760.000000 Penalty: 6300.613281
	Iteration 50Q: 3 clusters Score -3.834376e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322743 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -38343600.000000 Penalty: 6300.613281
	Iteration 51Q: 3 clusters Score -3.83436e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323086 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -38343516.000000 Penalty: 6300.613281
	Iteration 52Q: 3 clusters Score -3.834352e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323409 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -38343240.000000 Penalty: 6300.613281
	Iteration 53Q: 3 clusters Score -3.834324e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323706 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -38343016.000000 Penalty: 6300.613281
	Iteration 54Q: 3 clusters Score -3.834302e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323967 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -38342884.000000 Penalty: 6300.613281
	Iteration 55Q: 3 clusters Score -3.834288e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324188 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -38342636.000000 Penalty: 6300.613281
	Iteration 56Q: 3 clusters Score -3.834264e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324394 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -38342416.000000 Penalty: 6300.613281
	Iteration 57Q: 3 clusters Score -3.834242e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324570 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -38342288.000000 Penalty: 6300.613281
	Iteration 58Q: 3 clusters Score -3.834229e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324707 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -38342204.000000 Penalty: 6300.613281
	Iteration 59Q: 3 clusters Score -3.83422e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324831 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -38342028.000000 Penalty: 6300.613281
	Iteration 60F: 3 clusters Score -3.834203e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324947 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -38341952.000000 Penalty: 6300.613281
	Iteration 61Q: 3 clusters Score -3.834195e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325062 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -38341812.000000 Penalty: 6300.613281
	Iteration 62Q: 3 clusters Score -3.834181e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325161 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -38341744.000000 Penalty: 6300.613281
	Iteration 63Q: 3 clusters Score -3.834174e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325249 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -38341708.000000 Penalty: 6300.613281
	Iteration 64Q: 3 clusters Score -3.834171e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325324 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -38341656.000000 Penalty: 6300.613281
	Iteration 65Q: 3 clusters Score -3.834166e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325393 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -38341592.000000 Penalty: 6300.613281
	Iteration 66Q: 3 clusters Score -3.834159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325453 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -38341552.000000 Penalty: 6300.613281
	Iteration 67Q: 3 clusters Score -3.834155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325505 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -38341536.000000 Penalty: 6300.613281
	Iteration 68Q: 3 clusters Score -3.834154e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325561 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -38341484.000000 Penalty: 6300.613281
	Iteration 69Q: 3 clusters Score -3.834148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325615 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -38341432.000000 Penalty: 6300.613281
	Iteration 70Q: 3 clusters Score -3.834143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325678 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -38341400.000000 Penalty: 6300.613281
	Iteration 71Q: 3 clusters Score -3.83414e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325736 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -38341336.000000 Penalty: 6300.613281
	Iteration 72Q: 3 clusters Score -3.834134e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325798 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -38341328.000000 Penalty: 6300.613281
	Iteration 73Q: 3 clusters Score -3.834133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325854 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -38341316.000000 Penalty: 6300.613281
	Iteration 74Q: 3 clusters Score -3.834132e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325908 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -38341280.000000 Penalty: 6300.613281
	Iteration 75Q: 3 clusters Score -3.834128e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325966 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -38341204.000000 Penalty: 6300.613281
	Iteration 76Q: 3 clusters Score -3.83412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326012 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -38341176.000000 Penalty: 6300.613281
	Iteration 77Q: 3 clusters Score -3.834118e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326053 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -38341128.000000 Penalty: 6300.613281
	Iteration 78Q: 3 clusters Score -3.834113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326090 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -38341100.000000 Penalty: 6300.613281
	Iteration 79Q: 3 clusters Score -3.83411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326134 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -38341088.000000 Penalty: 6300.613281
	Iteration 80F: 3 clusters Score -3.834109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326182 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -38341132.000000 Penalty: 6300.613281
	Iteration 81Q: 3 clusters Score -3.834113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326219 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -38341096.000000 Penalty: 6300.613281
	Iteration 82Q: 3 clusters Score -3.83411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326251 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -38341044.000000 Penalty: 6300.613281
	Iteration 83Q: 3 clusters Score -3.834104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326273 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -38341028.000000 Penalty: 6300.613281
	Iteration 84Q: 3 clusters Score -3.834103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326289 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -38341032.000000 Penalty: 6300.613281
	Iteration 85Q: 3 clusters Score -3.834103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326302 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -38341024.000000 Penalty: 6300.613281
	Iteration 86Q: 3 clusters Score -3.834102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326321 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -38340992.000000 Penalty: 6300.613281
	Iteration 87Q: 3 clusters Score -3.834099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326328 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -38340984.000000 Penalty: 6300.613281
	Iteration 88Q: 3 clusters Score -3.834098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326335 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -38340984.000000 Penalty: 6300.613281
	Iteration 89Q: 3 clusters Score -3.834098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326340 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -38340972.000000 Penalty: 6300.613281
	Iteration 90Q: 3 clusters Score -3.834097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326345 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -38340976.000000 Penalty: 6300.613281
	Iteration 91Q: 3 clusters Score -3.834098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326348 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -38340944.000000 Penalty: 6300.613281
	Iteration 92Q: 3 clusters Score -3.834094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326350 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -38340944.000000 Penalty: 6300.613281
	Iteration 93Q: 3 clusters Score -3.834094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326353 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -38340936.000000 Penalty: 6300.613281
	Iteration 94Q: 3 clusters Score -3.834094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326356 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -38340932.000000 Penalty: 6300.613281
	Iteration 95Q: 3 clusters Score -3.834093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326358 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -38340940.000000 Penalty: 6300.613281
	Iteration 96Q: 3 clusters Score -3.834094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326359 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -38340948.000000 Penalty: 6300.613281
	Iteration 97Q: 3 clusters Score -3.834095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326360 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -38340936.000000 Penalty: 6300.613281
	Iteration 98Q: 3 clusters Score -3.834094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326362 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -38340924.000000 Penalty: 6300.613281
	Iteration 99Q: 3 clusters Score -3.834092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326364 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -38340924.000000 Penalty: 6300.613281
	Iteration 100F: 3 clusters Score -3.834092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326367 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -38340928.000000 Penalty: 6300.613281
	Iteration 101Q: 3 clusters Score -3.834093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326368 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -38340932.000000 Penalty: 6300.613281
	Iteration 102Q: 3 clusters Score -3.834093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326369 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -38340952.000000 Penalty: 6300.613281
	Iteration 103Q: 3 clusters Score -3.834095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326369 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -38340952.000000 Penalty: 6300.613281
	Iteration 104F: 3 clusters Score -3.834095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 326369 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 274682 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 2314 members 
Entering Unmasked Estep 
Score: -183911840.000000 Penalty: 88612.250000
Splitting cluster 13 changes total score from -183881184.000000 to -183911840.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (60416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Entering Unmasked Estep 
Score: -7167364.000000 Penalty: 2730.234375
	Iteration 0F: 2 clusters Score -7167364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -7126866.500000 Penalty: 5460.468750
	Iteration 0F: 3 clusters Score -7126866 nChanged 28050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -7142600.500000 Penalty: 5460.468750
	Iteration 1F: 3 clusters Score -7142600 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -7143280.500000 Penalty: 5460.468750
	Iteration 2Q: 3 clusters Score -7143280 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -7144071.500000 Penalty: 5460.468750
	Iteration 3Q: 3 clusters Score -7144072 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7145123.000000 Penalty: 5460.468750
	Iteration 4Q: 3 clusters Score -7145123 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7146775.500000 Penalty: 5460.468750
	Iteration 5F: 3 clusters Score -7146776 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -7149340.000000 Penalty: 5460.468750
	Iteration 6F: 3 clusters Score -7149340 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -7153528.000000 Penalty: 5460.468750
	Iteration 7F: 3 clusters Score -7153528 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -7158622.500000 Penalty: 5460.468750
	Iteration 8F: 3 clusters Score -7158622 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -7162938.000000 Penalty: 5460.468750
	Iteration 9F: 3 clusters Score -7162938 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -7165010.500000 Penalty: 5460.468750
	Iteration 10Q: 3 clusters Score -7165010 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -7165782.500000 Penalty: 5460.468750
	Iteration 11Q: 3 clusters Score -7165782 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -7166024.500000 Penalty: 5460.468750
	Iteration 12Q: 3 clusters Score -7166024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -7166133.500000 Penalty: 5460.468750
	Iteration 13Q: 3 clusters Score -7166134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -7166194.500000 Penalty: 5460.468750
	Iteration 14Q: 3 clusters Score -7166194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7166221.500000 Penalty: 5460.468750
	Iteration 15Q: 3 clusters Score -7166222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -7166239.000000 Penalty: 5460.468750
	Iteration 16Q: 3 clusters Score -7166239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7166237.000000 Penalty: 5460.468750
	Iteration 17Q: 3 clusters Score -7166237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -7166248.500000 Penalty: 5460.468750
	Iteration 18Q: 3 clusters Score -7166248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -7166249.000000 Penalty: 5460.468750
	Iteration 19Q: 3 clusters Score -7166249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -7166260.000000 Penalty: 5460.468750
	Iteration 20F: 3 clusters Score -7166260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -7166264.500000 Penalty: 5460.468750
	Iteration 21Q: 3 clusters Score -7166264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -7166259.000000 Penalty: 5460.468750
	Iteration 22Q: 3 clusters Score -7166259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -7166259.000000 Penalty: 5460.468750
	Iteration 23F: 3 clusters Score -7166259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (274682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274682 members 
Entering Unmasked Estep 
Score: -32049436.000000 Penalty: 3105.795654
	Iteration 0F: 2 clusters Score -3.204944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137437 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -31875386.000000 Penalty: 6211.591309
	Iteration 0F: 3 clusters Score -3.187539e+07 nChanged 132771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137138 members 
Mstep: Class 2 contains 137544 members 
Entering Unmasked Estep 
Score: -31953044.000000 Penalty: 6211.591309
	Iteration 1F: 3 clusters Score -3.195304e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136789 members 
Mstep: Class 2 contains 137893 members 
Entering Unmasked Estep 
Score: -31954352.000000 Penalty: 6211.591309
	Iteration 2Q: 3 clusters Score -3.195435e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 138437 members 
Entering Unmasked Estep 
Score: -31955918.000000 Penalty: 6211.591309
	Iteration 3Q: 3 clusters Score -3.195592e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135615 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -31958180.000000 Penalty: 6211.591309
	Iteration 4Q: 3 clusters Score -3.195818e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135043 members 
Mstep: Class 2 contains 139639 members 
Entering Unmasked Estep 
Score: -31961490.000000 Penalty: 6211.591309
	Iteration 5Q: 3 clusters Score -3.196149e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -31966280.000000 Penalty: 6211.591309
	Iteration 6Q: 3 clusters Score -3.196628e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135765 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -31972250.000000 Penalty: 6211.591309
	Iteration 7Q: 3 clusters Score -3.197225e+07 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -31980100.000000 Penalty: 6211.591309
	Iteration 8F: 3 clusters Score -3.19801e+07 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -31991290.000000 Penalty: 6211.591309
	Iteration 9F: 3 clusters Score -3.199129e+07 nChanged 19205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -32006364.000000 Penalty: 6211.591309
	Iteration 10F: 3 clusters Score -3.200636e+07 nChanged 19064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -32019064.000000 Penalty: 6211.591309
	Iteration 11F: 3 clusters Score -3.201906e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159935 members 
Mstep: Class 2 contains 114747 members 
Entering Unmasked Estep 
Score: -32025404.000000 Penalty: 6211.591309
	Iteration 12F: 3 clusters Score -3.20254e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -32028200.000000 Penalty: 6211.591309
	Iteration 13Q: 3 clusters Score -3.20282e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -32029954.000000 Penalty: 6211.591309
	Iteration 14Q: 3 clusters Score -3.202995e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173941 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -32031666.000000 Penalty: 6211.591309
	Iteration 15Q: 3 clusters Score -3.203167e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179446 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -32033216.000000 Penalty: 6211.591309
	Iteration 16Q: 3 clusters Score -3.203322e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -32035154.000000 Penalty: 6211.591309
	Iteration 17Q: 3 clusters Score -3.203515e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191467 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -32037326.000000 Penalty: 6211.591309
	Iteration 18Q: 3 clusters Score -3.203733e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197617 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -32039226.000000 Penalty: 6211.591309
	Iteration 19Q: 3 clusters Score -3.203923e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203784 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -32041078.000000 Penalty: 6211.591309
	Iteration 20F: 3 clusters Score -3.204108e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209765 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -32042876.000000 Penalty: 6211.591309
	Iteration 21Q: 3 clusters Score -3.204288e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215350 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -32044422.000000 Penalty: 6211.591309
	Iteration 22Q: 3 clusters Score -3.204442e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220603 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -32045804.000000 Penalty: 6211.591309
	Iteration 23Q: 3 clusters Score -3.20458e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225638 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -32046988.000000 Penalty: 6211.591309
	Iteration 24Q: 3 clusters Score -3.204699e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230461 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -32047864.000000 Penalty: 6211.591309
	Iteration 25Q: 3 clusters Score -3.204786e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235013 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -32048850.000000 Penalty: 6211.591309
	Iteration 26Q: 3 clusters Score -3.204885e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239195 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -32049930.000000 Penalty: 6211.591309
	Iteration 27Q: 3 clusters Score -3.204993e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242918 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -32050548.000000 Penalty: 6211.591309
	Iteration 28Q: 3 clusters Score -3.205055e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246213 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -32051304.000000 Penalty: 6211.591309
	Iteration 29Q: 3 clusters Score -3.20513e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249117 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -32051808.000000 Penalty: 6211.591309
	Iteration 30Q: 3 clusters Score -3.205181e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251765 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -32052246.000000 Penalty: 6211.591309
	Iteration 31Q: 3 clusters Score -3.205225e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254011 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -32052756.000000 Penalty: 6211.591309
	Iteration 32Q: 3 clusters Score -3.205276e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255914 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -32053042.000000 Penalty: 6211.591309
	Iteration 33Q: 3 clusters Score -3.205304e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257528 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -32053260.000000 Penalty: 6211.591309
	Iteration 34Q: 3 clusters Score -3.205326e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258837 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -32053528.000000 Penalty: 6211.591309
	Iteration 35Q: 3 clusters Score -3.205353e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259922 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -32053474.000000 Penalty: 6211.591309
	Iteration 36Q: 3 clusters Score -3.205347e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260833 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -32053354.000000 Penalty: 6211.591309
	Iteration 37Q: 3 clusters Score -3.205335e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261619 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -32053362.000000 Penalty: 6211.591309
	Iteration 38Q: 3 clusters Score -3.205336e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262305 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -32053340.000000 Penalty: 6211.591309
	Iteration 39Q: 3 clusters Score -3.205334e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262874 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -32053442.000000 Penalty: 6211.591309
	Iteration 40F: 3 clusters Score -3.205344e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263632 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -32053342.000000 Penalty: 6211.591309
	Iteration 41Q: 3 clusters Score -3.205334e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264262 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -32053184.000000 Penalty: 6211.591309
	Iteration 42Q: 3 clusters Score -3.205318e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264824 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -32053116.000000 Penalty: 6211.591309
	Iteration 43Q: 3 clusters Score -3.205312e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265250 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -32053078.000000 Penalty: 6211.591309
	Iteration 44Q: 3 clusters Score -3.205308e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265613 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -32052988.000000 Penalty: 6211.591309
	Iteration 45Q: 3 clusters Score -3.205299e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265912 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -32052940.000000 Penalty: 6211.591309
	Iteration 46Q: 3 clusters Score -3.205294e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266152 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -32052928.000000 Penalty: 6211.591309
	Iteration 47Q: 3 clusters Score -3.205293e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266348 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -32052826.000000 Penalty: 6211.591309
	Iteration 48Q: 3 clusters Score -3.205283e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266517 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -32052794.000000 Penalty: 6211.591309
	Iteration 49Q: 3 clusters Score -3.205279e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266650 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -32052740.000000 Penalty: 6211.591309
	Iteration 50Q: 3 clusters Score -3.205274e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266781 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -32052740.000000 Penalty: 6211.591309
	Iteration 51Q: 3 clusters Score -3.205274e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266882 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -32052718.000000 Penalty: 6211.591309
	Iteration 52Q: 3 clusters Score -3.205272e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266968 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -32052692.000000 Penalty: 6211.591309
	Iteration 53Q: 3 clusters Score -3.205269e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267044 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -32052710.000000 Penalty: 6211.591309
	Iteration 54Q: 3 clusters Score -3.205271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267101 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -32052696.000000 Penalty: 6211.591309
	Iteration 55Q: 3 clusters Score -3.20527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267152 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -32052650.000000 Penalty: 6211.591309
	Iteration 56Q: 3 clusters Score -3.205265e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267205 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -32052654.000000 Penalty: 6211.591309
	Iteration 57Q: 3 clusters Score -3.205265e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267249 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -32052642.000000 Penalty: 6211.591309
	Iteration 58Q: 3 clusters Score -3.205264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267289 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -32052628.000000 Penalty: 6211.591309
	Iteration 59Q: 3 clusters Score -3.205263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267326 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -32052616.000000 Penalty: 6211.591309
	Iteration 60F: 3 clusters Score -3.205262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267355 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -32052636.000000 Penalty: 6211.591309
	Iteration 61Q: 3 clusters Score -3.205264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267383 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -32052630.000000 Penalty: 6211.591309
	Iteration 62Q: 3 clusters Score -3.205263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267413 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -32052582.000000 Penalty: 6211.591309
	Iteration 63Q: 3 clusters Score -3.205258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267436 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -32052588.000000 Penalty: 6211.591309
	Iteration 64Q: 3 clusters Score -3.205259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267464 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -32052600.000000 Penalty: 6211.591309
	Iteration 65Q: 3 clusters Score -3.20526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267481 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -32052622.000000 Penalty: 6211.591309
	Iteration 66Q: 3 clusters Score -3.205262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267507 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -32052598.000000 Penalty: 6211.591309
	Iteration 67Q: 3 clusters Score -3.20526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267527 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -32052596.000000 Penalty: 6211.591309
	Iteration 68Q: 3 clusters Score -3.20526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267543 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -32052556.000000 Penalty: 6211.591309
	Iteration 69Q: 3 clusters Score -3.205256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267553 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -32052530.000000 Penalty: 6211.591309
	Iteration 70Q: 3 clusters Score -3.205253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267563 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -32052546.000000 Penalty: 6211.591309
	Iteration 71Q: 3 clusters Score -3.205255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267571 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -32052548.000000 Penalty: 6211.591309
	Iteration 72Q: 3 clusters Score -3.205255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267581 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -32052546.000000 Penalty: 6211.591309
	Iteration 73Q: 3 clusters Score -3.205255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -32052542.000000 Penalty: 6211.591309
	Iteration 74Q: 3 clusters Score -3.205254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -32052556.000000 Penalty: 6211.591309
	Iteration 75Q: 3 clusters Score -3.205256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267595 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -32052558.000000 Penalty: 6211.591309
	Iteration 76Q: 3 clusters Score -3.205256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267596 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -32052552.000000 Penalty: 6211.591309
	Iteration 77Q: 3 clusters Score -3.205255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267596 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -32052552.000000 Penalty: 6211.591309
	Iteration 78F: 3 clusters Score -3.205255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 326369 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 267596 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 7086 members 
Entering Unmasked Estep 
Score: -183916096.000000 Penalty: 92156.742188
Splitting cluster 16 changes total score from -183881184.000000 to -183916096.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -842134.625000 Penalty: 2221.877441
	Iteration 0F: 2 clusters Score -842134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -835842.875000 Penalty: 4443.754883
	Iteration 0F: 3 clusters Score -835842.9 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -837951.687500 Penalty: 4443.754883
	Iteration 1F: 3 clusters Score -837951.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -838663.687500 Penalty: 4443.754883
	Iteration 2F: 3 clusters Score -838663.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -839333.750000 Penalty: 4443.754883
	Iteration 3F: 3 clusters Score -839333.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -839912.937500 Penalty: 4443.754883
	Iteration 4F: 3 clusters Score -839912.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -840508.062500 Penalty: 4443.754883
	Iteration 5F: 3 clusters Score -840508.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -841135.500000 Penalty: 4443.754883
	Iteration 6F: 3 clusters Score -841135.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -841792.812500 Penalty: 4443.754883
	Iteration 7F: 3 clusters Score -841792.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -842279.062500 Penalty: 4443.754883
	Iteration 8F: 3 clusters Score -842279.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -842547.250000 Penalty: 4443.754883
	Iteration 9Q: 3 clusters Score -842547.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -842680.312500 Penalty: 4443.754883
	Iteration 10Q: 3 clusters Score -842680.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -842747.000000 Penalty: 4443.754883
	Iteration 11Q: 3 clusters Score -842747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -842790.000000 Penalty: 4443.754883
	Iteration 12Q: 3 clusters Score -842790 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -842840.812500 Penalty: 4443.754883
	Iteration 13Q: 3 clusters Score -842840.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -842892.875000 Penalty: 4443.754883
	Iteration 14Q: 3 clusters Score -842892.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -842938.812500 Penalty: 4443.754883
	Iteration 15Q: 3 clusters Score -842938.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -842968.937500 Penalty: 4443.754883
	Iteration 16Q: 3 clusters Score -842968.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -842996.562500 Penalty: 4443.754883
	Iteration 17Q: 3 clusters Score -842996.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -843018.000000 Penalty: 4443.754883
	Iteration 18Q: 3 clusters Score -843018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -843031.375000 Penalty: 4443.754883
	Iteration 19Q: 3 clusters Score -843031.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -843043.375000 Penalty: 4443.754883
	Iteration 20F: 3 clusters Score -843043.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -843052.187500 Penalty: 4443.754883
	Iteration 21Q: 3 clusters Score -843052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -843060.125000 Penalty: 4443.754883
	Iteration 22Q: 3 clusters Score -843060.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -843069.687500 Penalty: 4443.754883
	Iteration 23Q: 3 clusters Score -843069.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -843080.750000 Penalty: 4443.754883
	Iteration 24Q: 3 clusters Score -843080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -843080.312500 Penalty: 4443.754883
	Iteration 25Q: 3 clusters Score -843080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -843085.125000 Penalty: 4443.754883
	Iteration 26Q: 3 clusters Score -843085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -843087.062500 Penalty: 4443.754883
	Iteration 27Q: 3 clusters Score -843087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -843088.687500 Penalty: 4443.754883
	Iteration 28Q: 3 clusters Score -843088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -843090.750000 Penalty: 4443.754883
	Iteration 29Q: 3 clusters Score -843090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -843091.312500 Penalty: 4443.754883
	Iteration 30Q: 3 clusters Score -843091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -843091.125000 Penalty: 4443.754883
	Iteration 31Q: 3 clusters Score -843091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -843093.500000 Penalty: 4443.754883
	Iteration 32Q: 3 clusters Score -843093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -843094.625000 Penalty: 4443.754883
	Iteration 33Q: 3 clusters Score -843094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -843093.000000 Penalty: 4443.754883
	Iteration 34Q: 3 clusters Score -843093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -843094.312500 Penalty: 4443.754883
	Iteration 35Q: 3 clusters Score -843094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -843096.062500 Penalty: 4443.754883
	Iteration 36Q: 3 clusters Score -843096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -843098.500000 Penalty: 4443.754883
	Iteration 37Q: 3 clusters Score -843098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -843098.500000 Penalty: 4443.754883
	Iteration 38F: 3 clusters Score -843098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 326369 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 267596 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 5725 members 
Entering Unmasked Estep 
Score: -183916000.000000 Penalty: 95701.226562
Splitting cluster 17 changes total score from -183881184.000000 to -183916000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (18562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Entering Unmasked Estep 
Score: -2160094.250000 Penalty: 2437.560303
	Iteration 0F: 2 clusters Score -2160094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2146884.750000 Penalty: 4875.120605
	Iteration 0F: 3 clusters Score -2146885 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2151247.000000 Penalty: 4875.120605
	Iteration 1F: 3 clusters Score -2151247 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2151692.000000 Penalty: 4875.120605
	Iteration 2F: 3 clusters Score -2151692 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2152093.500000 Penalty: 4875.120605
	Iteration 3F: 3 clusters Score -2152094 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2152454.250000 Penalty: 4875.120605
	Iteration 4Q: 3 clusters Score -2152454 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2152808.000000 Penalty: 4875.120605
	Iteration 5Q: 3 clusters Score -2152808 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2153185.500000 Penalty: 4875.120605
	Iteration 6Q: 3 clusters Score -2153186 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2153577.250000 Penalty: 4875.120605
	Iteration 7Q: 3 clusters Score -2153577 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2153968.250000 Penalty: 4875.120605
	Iteration 8Q: 3 clusters Score -2153968 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2154353.750000 Penalty: 4875.120605
	Iteration 9Q: 3 clusters Score -2154354 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2154713.000000 Penalty: 4875.120605
	Iteration 10Q: 3 clusters Score -2154713 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2155024.250000 Penalty: 4875.120605
	Iteration 11Q: 3 clusters Score -2155024 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2155310.500000 Penalty: 4875.120605
	Iteration 12Q: 3 clusters Score -2155310 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2155511.750000 Penalty: 4875.120605
	Iteration 13Q: 3 clusters Score -2155512 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2155637.250000 Penalty: 4875.120605
	Iteration 14Q: 3 clusters Score -2155637 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2155705.750000 Penalty: 4875.120605
	Iteration 15Q: 3 clusters Score -2155706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2155767.500000 Penalty: 4875.120605
	Iteration 16Q: 3 clusters Score -2155768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2155818.250000 Penalty: 4875.120605
	Iteration 17Q: 3 clusters Score -2155818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2155859.000000 Penalty: 4875.120605
	Iteration 18Q: 3 clusters Score -2155859 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2155899.250000 Penalty: 4875.120605
	Iteration 19Q: 3 clusters Score -2155899 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2155938.500000 Penalty: 4875.120605
	Iteration 20F: 3 clusters Score -2155938 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2155986.250000 Penalty: 4875.120605
	Iteration 21Q: 3 clusters Score -2155986 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2156032.750000 Penalty: 4875.120605
	Iteration 22Q: 3 clusters Score -2156033 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2156088.500000 Penalty: 4875.120605
	Iteration 23Q: 3 clusters Score -2156088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2156148.750000 Penalty: 4875.120605
	Iteration 24Q: 3 clusters Score -2156149 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2156205.500000 Penalty: 4875.120605
	Iteration 25Q: 3 clusters Score -2156206 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2156270.750000 Penalty: 4875.120605
	Iteration 26Q: 3 clusters Score -2156271 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2156317.000000 Penalty: 4875.120605
	Iteration 27Q: 3 clusters Score -2156317 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2156366.250000 Penalty: 4875.120605
	Iteration 28Q: 3 clusters Score -2156366 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2156419.750000 Penalty: 4875.120605
	Iteration 29Q: 3 clusters Score -2156420 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2156467.250000 Penalty: 4875.120605
	Iteration 30Q: 3 clusters Score -2156467 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2156521.500000 Penalty: 4875.120605
	Iteration 31Q: 3 clusters Score -2156522 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2156585.500000 Penalty: 4875.120605
	Iteration 32Q: 3 clusters Score -2156586 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2156646.000000 Penalty: 4875.120605
	Iteration 33Q: 3 clusters Score -2156646 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2156702.500000 Penalty: 4875.120605
	Iteration 34Q: 3 clusters Score -2156702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2156747.250000 Penalty: 4875.120605
	Iteration 35Q: 3 clusters Score -2156747 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2156808.500000 Penalty: 4875.120605
	Iteration 36Q: 3 clusters Score -2156808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2156862.750000 Penalty: 4875.120605
	Iteration 37Q: 3 clusters Score -2156863 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2156910.000000 Penalty: 4875.120605
	Iteration 38Q: 3 clusters Score -2156910 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2156967.500000 Penalty: 4875.120605
	Iteration 39Q: 3 clusters Score -2156968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2157019.250000 Penalty: 4875.120605
	Iteration 40F: 3 clusters Score -2157019 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2157075.750000 Penalty: 4875.120605
	Iteration 41Q: 3 clusters Score -2157076 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2157126.000000 Penalty: 4875.120605
	Iteration 42Q: 3 clusters Score -2157126 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2157174.750000 Penalty: 4875.120605
	Iteration 43Q: 3 clusters Score -2157175 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2157224.250000 Penalty: 4875.120605
	Iteration 44Q: 3 clusters Score -2157224 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2157292.250000 Penalty: 4875.120605
	Iteration 45Q: 3 clusters Score -2157292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2157349.750000 Penalty: 4875.120605
	Iteration 46Q: 3 clusters Score -2157350 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2157409.000000 Penalty: 4875.120605
	Iteration 47Q: 3 clusters Score -2157409 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2157474.750000 Penalty: 4875.120605
	Iteration 48Q: 3 clusters Score -2157475 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2157522.250000 Penalty: 4875.120605
	Iteration 49Q: 3 clusters Score -2157522 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2157597.750000 Penalty: 4875.120605
	Iteration 50Q: 3 clusters Score -2157598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2157646.750000 Penalty: 4875.120605
	Iteration 51Q: 3 clusters Score -2157647 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2157692.250000 Penalty: 4875.120605
	Iteration 52Q: 3 clusters Score -2157692 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2157725.500000 Penalty: 4875.120605
	Iteration 53Q: 3 clusters Score -2157726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2157759.250000 Penalty: 4875.120605
	Iteration 54Q: 3 clusters Score -2157759 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2157783.250000 Penalty: 4875.120605
	Iteration 55Q: 3 clusters Score -2157783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2157821.250000 Penalty: 4875.120605
	Iteration 56Q: 3 clusters Score -2157821 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2157852.250000 Penalty: 4875.120605
	Iteration 57Q: 3 clusters Score -2157852 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2157875.250000 Penalty: 4875.120605
	Iteration 58Q: 3 clusters Score -2157875 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2157926.500000 Penalty: 4875.120605
	Iteration 59Q: 3 clusters Score -2157926 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2157971.000000 Penalty: 4875.120605
	Iteration 60F: 3 clusters Score -2157971 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2158033.000000 Penalty: 4875.120605
	Iteration 61Q: 3 clusters Score -2158033 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2158098.500000 Penalty: 4875.120605
	Iteration 62Q: 3 clusters Score -2158098 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2158165.250000 Penalty: 4875.120605
	Iteration 63Q: 3 clusters Score -2158165 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2158252.750000 Penalty: 4875.120605
	Iteration 64Q: 3 clusters Score -2158253 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2158333.250000 Penalty: 4875.120605
	Iteration 65Q: 3 clusters Score -2158333 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2158432.500000 Penalty: 4875.120605
	Iteration 66Q: 3 clusters Score -2158432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2158536.250000 Penalty: 4875.120605
	Iteration 67Q: 3 clusters Score -2158536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2158616.500000 Penalty: 4875.120605
	Iteration 68Q: 3 clusters Score -2158616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2158668.750000 Penalty: 4875.120605
	Iteration 69Q: 3 clusters Score -2158669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2158724.500000 Penalty: 4875.120605
	Iteration 70Q: 3 clusters Score -2158724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2158775.000000 Penalty: 4875.120605
	Iteration 71Q: 3 clusters Score -2158775 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2158824.000000 Penalty: 4875.120605
	Iteration 72Q: 3 clusters Score -2158824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2158868.250000 Penalty: 4875.120605
	Iteration 73Q: 3 clusters Score -2158868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2158906.000000 Penalty: 4875.120605
	Iteration 74Q: 3 clusters Score -2158906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2158931.750000 Penalty: 4875.120605
	Iteration 75Q: 3 clusters Score -2158932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2158947.250000 Penalty: 4875.120605
	Iteration 76Q: 3 clusters Score -2158947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2158962.750000 Penalty: 4875.120605
	Iteration 77Q: 3 clusters Score -2158963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2158974.750000 Penalty: 4875.120605
	Iteration 78Q: 3 clusters Score -2158975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2158987.250000 Penalty: 4875.120605
	Iteration 79Q: 3 clusters Score -2158987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2159018.000000 Penalty: 4875.120605
	Iteration 80F: 3 clusters Score -2159018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2159031.500000 Penalty: 4875.120605
	Iteration 81Q: 3 clusters Score -2159032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2159045.000000 Penalty: 4875.120605
	Iteration 82Q: 3 clusters Score -2159045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2159054.750000 Penalty: 4875.120605
	Iteration 83Q: 3 clusters Score -2159055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2159068.000000 Penalty: 4875.120605
	Iteration 84Q: 3 clusters Score -2159068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2159083.250000 Penalty: 4875.120605
	Iteration 85Q: 3 clusters Score -2159083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2159089.000000 Penalty: 4875.120605
	Iteration 86Q: 3 clusters Score -2159089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2159093.000000 Penalty: 4875.120605
	Iteration 87Q: 3 clusters Score -2159093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2159096.250000 Penalty: 4875.120605
	Iteration 88Q: 3 clusters Score -2159096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2159097.000000 Penalty: 4875.120605
	Iteration 89Q: 3 clusters Score -2159097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2159103.500000 Penalty: 4875.120605
	Iteration 90Q: 3 clusters Score -2159104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2159107.500000 Penalty: 4875.120605
	Iteration 91Q: 3 clusters Score -2159108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2159107.250000 Penalty: 4875.120605
	Iteration 92Q: 3 clusters Score -2159107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2159110.250000 Penalty: 4875.120605
	Iteration 93Q: 3 clusters Score -2159110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2159111.750000 Penalty: 4875.120605
	Iteration 94Q: 3 clusters Score -2159112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2159115.750000 Penalty: 4875.120605
	Iteration 95Q: 3 clusters Score -2159116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2159116.500000 Penalty: 4875.120605
	Iteration 96Q: 3 clusters Score -2159116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2159114.000000 Penalty: 4875.120605
	Iteration 97Q: 3 clusters Score -2159114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2159111.000000 Penalty: 4875.120605
	Iteration 98Q: 3 clusters Score -2159111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2159115.750000 Penalty: 4875.120605
	Iteration 99Q: 3 clusters Score -2159116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2159114.000000 Penalty: 4875.120605
	Iteration 100F: 3 clusters Score -2159114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2159114.750000 Penalty: 4875.120605
	Iteration 101Q: 3 clusters Score -2159115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2159118.500000 Penalty: 4875.120605
	Iteration 102Q: 3 clusters Score -2159118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2159117.750000 Penalty: 4875.120605
	Iteration 103Q: 3 clusters Score -2159118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2159119.000000 Penalty: 4875.120605
	Iteration 104Q: 3 clusters Score -2159119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2159111.750000 Penalty: 4875.120605
	Iteration 105Q: 3 clusters Score -2159112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2159112.750000 Penalty: 4875.120605
	Iteration 106Q: 3 clusters Score -2159113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2159117.000000 Penalty: 4875.120605
	Iteration 107Q: 3 clusters Score -2159117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2159120.750000 Penalty: 4875.120605
	Iteration 108Q: 3 clusters Score -2159121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2159125.750000 Penalty: 4875.120605
	Iteration 109Q: 3 clusters Score -2159126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2159126.250000 Penalty: 4875.120605
	Iteration 110Q: 3 clusters Score -2159126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2159123.250000 Penalty: 4875.120605
	Iteration 111Q: 3 clusters Score -2159123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2159118.000000 Penalty: 4875.120605
	Iteration 112Q: 3 clusters Score -2159118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2159125.000000 Penalty: 4875.120605
	Iteration 113Q: 3 clusters Score -2159125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2159121.500000 Penalty: 4875.120605
	Iteration 114Q: 3 clusters Score -2159122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2159125.750000 Penalty: 4875.120605
	Iteration 115Q: 3 clusters Score -2159126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2159125.750000 Penalty: 4875.120605
	Iteration 116F: 3 clusters Score -2159126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -353359.781250 Penalty: 2010.415649
	Iteration 0F: 2 clusters Score -353359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -349927.875000 Penalty: 4020.831299
	Iteration 0F: 3 clusters Score -349927.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -350788.875000 Penalty: 4020.831299
	Iteration 1F: 3 clusters Score -350788.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -351240.125000 Penalty: 4020.831299
	Iteration 2F: 3 clusters Score -351240.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -352024.781250 Penalty: 4020.831299
	Iteration 3F: 3 clusters Score -352024.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -353196.062500 Penalty: 4020.831299
	Iteration 4F: 3 clusters Score -353196.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -354506.281250 Penalty: 4020.831299
	Iteration 5F: 3 clusters Score -354506.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -355655.750000 Penalty: 4020.831299
	Iteration 6F: 3 clusters Score -355655.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -356324.843750 Penalty: 4020.831299
	Iteration 7F: 3 clusters Score -356324.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -356495.843750 Penalty: 4020.831299
	Iteration 8Q: 3 clusters Score -356495.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -356527.375000 Penalty: 4020.831299
	Iteration 9Q: 3 clusters Score -356527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -356535.500000 Penalty: 4020.831299
	Iteration 10Q: 3 clusters Score -356535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -356539.750000 Penalty: 4020.831299
	Iteration 11Q: 3 clusters Score -356539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -356540.437500 Penalty: 4020.831299
	Iteration 12Q: 3 clusters Score -356540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -356540.437500 Penalty: 4020.831299
	Iteration 13F: 3 clusters Score -356540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 326369 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 267596 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 5725 members 
Mstep: Class 28 contains 1866 members 
Entering Unmasked Estep 
Score: -183917936.000000 Penalty: 99245.718750
Splitting cluster 19 changes total score from -183881184.000000 to -183917936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (37881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Entering Unmasked Estep 
Score: -4517536.000000 Penalty: 2614.466797
	Iteration 0F: 2 clusters Score -4517536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4491882.000000 Penalty: 5228.933594
	Iteration 0F: 3 clusters Score -4491882 nChanged 17215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4501166.000000 Penalty: 5228.933594
	Iteration 1F: 3 clusters Score -4501166 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4501580.000000 Penalty: 5228.933594
	Iteration 2Q: 3 clusters Score -4501580 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4501913.500000 Penalty: 5228.933594
	Iteration 3Q: 3 clusters Score -4501914 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4502248.500000 Penalty: 5228.933594
	Iteration 4Q: 3 clusters Score -4502248 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4502520.500000 Penalty: 5228.933594
	Iteration 5Q: 3 clusters Score -4502520 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4502777.500000 Penalty: 5228.933594
	Iteration 6Q: 3 clusters Score -4502778 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4503068.000000 Penalty: 5228.933594
	Iteration 7Q: 3 clusters Score -4503068 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4503367.500000 Penalty: 5228.933594
	Iteration 8Q: 3 clusters Score -4503368 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4503726.000000 Penalty: 5228.933594
	Iteration 9Q: 3 clusters Score -4503726 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4504135.000000 Penalty: 5228.933594
	Iteration 10Q: 3 clusters Score -4504135 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4504687.500000 Penalty: 5228.933594
	Iteration 11Q: 3 clusters Score -4504688 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4505373.000000 Penalty: 5228.933594
	Iteration 12Q: 3 clusters Score -4505373 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4506296.500000 Penalty: 5228.933594
	Iteration 13Q: 3 clusters Score -4506296 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4507450.000000 Penalty: 5228.933594
	Iteration 14Q: 3 clusters Score -4507450 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -4508733.500000 Penalty: 5228.933594
	Iteration 15Q: 3 clusters Score -4508734 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4509993.000000 Penalty: 5228.933594
	Iteration 16Q: 3 clusters Score -4509993 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4511241.000000 Penalty: 5228.933594
	Iteration 17Q: 3 clusters Score -4511241 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4512298.000000 Penalty: 5228.933594
	Iteration 18Q: 3 clusters Score -4512298 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4513154.000000 Penalty: 5228.933594
	Iteration 19Q: 3 clusters Score -4513154 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4513827.500000 Penalty: 5228.933594
	Iteration 20F: 3 clusters Score -4513828 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4514251.500000 Penalty: 5228.933594
	Iteration 21Q: 3 clusters Score -4514252 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4514598.000000 Penalty: 5228.933594
	Iteration 22Q: 3 clusters Score -4514598 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4514798.000000 Penalty: 5228.933594
	Iteration 23Q: 3 clusters Score -4514798 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4514914.000000 Penalty: 5228.933594
	Iteration 24Q: 3 clusters Score -4514914 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4515023.500000 Penalty: 5228.933594
	Iteration 25Q: 3 clusters Score -4515024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4515086.500000 Penalty: 5228.933594
	Iteration 26Q: 3 clusters Score -4515086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4515124.000000 Penalty: 5228.933594
	Iteration 27Q: 3 clusters Score -4515124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4515146.500000 Penalty: 5228.933594
	Iteration 28Q: 3 clusters Score -4515146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4515161.000000 Penalty: 5228.933594
	Iteration 29Q: 3 clusters Score -4515161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4515178.500000 Penalty: 5228.933594
	Iteration 30Q: 3 clusters Score -4515178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4515200.500000 Penalty: 5228.933594
	Iteration 31Q: 3 clusters Score -4515200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4515212.000000 Penalty: 5228.933594
	Iteration 32Q: 3 clusters Score -4515212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4515228.000000 Penalty: 5228.933594
	Iteration 33Q: 3 clusters Score -4515228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4515241.000000 Penalty: 5228.933594
	Iteration 34Q: 3 clusters Score -4515241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4515252.000000 Penalty: 5228.933594
	Iteration 35Q: 3 clusters Score -4515252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4515259.000000 Penalty: 5228.933594
	Iteration 36Q: 3 clusters Score -4515259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4515262.000000 Penalty: 5228.933594
	Iteration 37Q: 3 clusters Score -4515262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4515267.000000 Penalty: 5228.933594
	Iteration 38Q: 3 clusters Score -4515267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4515264.500000 Penalty: 5228.933594
	Iteration 39Q: 3 clusters Score -4515264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4515266.500000 Penalty: 5228.933594
	Iteration 40F: 3 clusters Score -4515266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4515269.000000 Penalty: 5228.933594
	Iteration 41Q: 3 clusters Score -4515269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4515271.500000 Penalty: 5228.933594
	Iteration 42Q: 3 clusters Score -4515272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4515275.000000 Penalty: 5228.933594
	Iteration 43Q: 3 clusters Score -4515275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4515274.000000 Penalty: 5228.933594
	Iteration 44Q: 3 clusters Score -4515274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4515274.500000 Penalty: 5228.933594
	Iteration 45Q: 3 clusters Score -4515274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4515274.500000 Penalty: 5228.933594
	Iteration 46F: 3 clusters Score -4515274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Entering Unmasked Estep 
Score: -939261.750000 Penalty: 2237.625977
	Iteration 0F: 2 clusters Score -939261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -932708.375000 Penalty: 4475.251953
	Iteration 0F: 3 clusters Score -932708.4 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -934590.312500 Penalty: 4475.251953
	Iteration 1F: 3 clusters Score -934590.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -934860.687500 Penalty: 4475.251953
	Iteration 2F: 3 clusters Score -934860.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -935031.875000 Penalty: 4475.251953
	Iteration 3Q: 3 clusters Score -935031.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -935157.375000 Penalty: 4475.251953
	Iteration 4Q: 3 clusters Score -935157.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -935264.187500 Penalty: 4475.251953
	Iteration 5Q: 3 clusters Score -935264.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -935380.500000 Penalty: 4475.251953
	Iteration 6Q: 3 clusters Score -935380.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -935528.000000 Penalty: 4475.251953
	Iteration 7Q: 3 clusters Score -935528 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -935708.437500 Penalty: 4475.251953
	Iteration 8Q: 3 clusters Score -935708.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -935891.812500 Penalty: 4475.251953
	Iteration 9Q: 3 clusters Score -935891.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -936083.875000 Penalty: 4475.251953
	Iteration 10Q: 3 clusters Score -936083.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -936335.250000 Penalty: 4475.251953
	Iteration 11Q: 3 clusters Score -936335.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -936639.250000 Penalty: 4475.251953
	Iteration 12Q: 3 clusters Score -936639.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -936916.312500 Penalty: 4475.251953
	Iteration 13Q: 3 clusters Score -936916.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -937110.750000 Penalty: 4475.251953
	Iteration 14Q: 3 clusters Score -937110.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -937260.750000 Penalty: 4475.251953
	Iteration 15Q: 3 clusters Score -937260.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -937377.437500 Penalty: 4475.251953
	Iteration 16Q: 3 clusters Score -937377.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -937457.687500 Penalty: 4475.251953
	Iteration 17Q: 3 clusters Score -937457.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -937520.250000 Penalty: 4475.251953
	Iteration 18Q: 3 clusters Score -937520.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -937566.062500 Penalty: 4475.251953
	Iteration 19Q: 3 clusters Score -937566.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -937600.875000 Penalty: 4475.251953
	Iteration 20F: 3 clusters Score -937600.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -937627.062500 Penalty: 4475.251953
	Iteration 21Q: 3 clusters Score -937627.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -937651.437500 Penalty: 4475.251953
	Iteration 22Q: 3 clusters Score -937651.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -937669.250000 Penalty: 4475.251953
	Iteration 23Q: 3 clusters Score -937669.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -937683.875000 Penalty: 4475.251953
	Iteration 24Q: 3 clusters Score -937683.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -937698.687500 Penalty: 4475.251953
	Iteration 25Q: 3 clusters Score -937698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -937709.562500 Penalty: 4475.251953
	Iteration 26Q: 3 clusters Score -937709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -937712.937500 Penalty: 4475.251953
	Iteration 27Q: 3 clusters Score -937712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -937718.875000 Penalty: 4475.251953
	Iteration 28Q: 3 clusters Score -937718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -937728.125000 Penalty: 4475.251953
	Iteration 29Q: 3 clusters Score -937728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -937734.437500 Penalty: 4475.251953
	Iteration 30Q: 3 clusters Score -937734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -937735.187500 Penalty: 4475.251953
	Iteration 31Q: 3 clusters Score -937735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -937740.625000 Penalty: 4475.251953
	Iteration 32Q: 3 clusters Score -937740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -937743.062500 Penalty: 4475.251953
	Iteration 33Q: 3 clusters Score -937743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -937746.937500 Penalty: 4475.251953
	Iteration 34Q: 3 clusters Score -937746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -937749.312500 Penalty: 4475.251953
	Iteration 35Q: 3 clusters Score -937749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -937752.062500 Penalty: 4475.251953
	Iteration 36Q: 3 clusters Score -937752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -937754.687500 Penalty: 4475.251953
	Iteration 37Q: 3 clusters Score -937754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -937757.500000 Penalty: 4475.251953
	Iteration 38Q: 3 clusters Score -937757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -937758.312500 Penalty: 4475.251953
	Iteration 39Q: 3 clusters Score -937758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -937758.312500 Penalty: 4475.251953
	Iteration 40F: 3 clusters Score -937758.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162195 members 
Entering Unmasked Estep 
Score: -19179804.000000 Penalty: 2975.145508
	Iteration 0F: 2 clusters Score -1.91798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -19070972.000000 Penalty: 5950.291016
	Iteration 0F: 3 clusters Score -1.907097e+07 nChanged 77680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -19117546.000000 Penalty: 5950.291016
	Iteration 1F: 3 clusters Score -1.911755e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -19119990.000000 Penalty: 5950.291016
	Iteration 2Q: 3 clusters Score -1.911999e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -19123074.000000 Penalty: 5950.291016
	Iteration 3Q: 3 clusters Score -1.912307e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -19127622.000000 Penalty: 5950.291016
	Iteration 4F: 3 clusters Score -1.912762e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -19133790.000000 Penalty: 5950.291016
	Iteration 5F: 3 clusters Score -1.913379e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -19141760.000000 Penalty: 5950.291016
	Iteration 6F: 3 clusters Score -1.914176e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -19151030.000000 Penalty: 5950.291016
	Iteration 7F: 3 clusters Score -1.915103e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -19160402.000000 Penalty: 5950.291016
	Iteration 8F: 3 clusters Score -1.91604e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 150585 members 
Entering Unmasked Estep 
Score: -19168090.000000 Penalty: 5950.291016
	Iteration 9F: 3 clusters Score -1.916809e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 156186 members 
Entering Unmasked Estep 
Score: -19172992.000000 Penalty: 5950.291016
	Iteration 10Q: 3 clusters Score -1.917299e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -19175450.000000 Penalty: 5950.291016
	Iteration 11Q: 3 clusters Score -1.917545e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -19176468.000000 Penalty: 5950.291016
	Iteration 12Q: 3 clusters Score -1.917647e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -19176964.000000 Penalty: 5950.291016
	Iteration 13Q: 3 clusters Score -1.917696e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -19177230.000000 Penalty: 5950.291016
	Iteration 14Q: 3 clusters Score -1.917723e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -19177386.000000 Penalty: 5950.291016
	Iteration 15Q: 3 clusters Score -1.917739e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -19177512.000000 Penalty: 5950.291016
	Iteration 16Q: 3 clusters Score -1.917751e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 161469 members 
Entering Unmasked Estep 
Score: -19177564.000000 Penalty: 5950.291016
	Iteration 17Q: 3 clusters Score -1.917756e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -19177590.000000 Penalty: 5950.291016
	Iteration 18Q: 3 clusters Score -1.917759e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 161511 members 
Entering Unmasked Estep 
Score: -19177640.000000 Penalty: 5950.291016
	Iteration 19Q: 3 clusters Score -1.917764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 161517 members 
Entering Unmasked Estep 
Score: -19177672.000000 Penalty: 5950.291016
	Iteration 20F: 3 clusters Score -1.917767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 161504 members 
Entering Unmasked Estep 
Score: -19177738.000000 Penalty: 5950.291016
	Iteration 21Q: 3 clusters Score -1.917774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -19177790.000000 Penalty: 5950.291016
	Iteration 22Q: 3 clusters Score -1.917779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -19177848.000000 Penalty: 5950.291016
	Iteration 23Q: 3 clusters Score -1.917785e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 161465 members 
Entering Unmasked Estep 
Score: -19177908.000000 Penalty: 5950.291016
	Iteration 24Q: 3 clusters Score -1.917791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -19177958.000000 Penalty: 5950.291016
	Iteration 25Q: 3 clusters Score -1.917796e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -19178004.000000 Penalty: 5950.291016
	Iteration 26Q: 3 clusters Score -1.9178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -19178054.000000 Penalty: 5950.291016
	Iteration 27Q: 3 clusters Score -1.917805e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -19178058.000000 Penalty: 5950.291016
	Iteration 28Q: 3 clusters Score -1.917806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -19178084.000000 Penalty: 5950.291016
	Iteration 29Q: 3 clusters Score -1.917808e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 161354 members 
Entering Unmasked Estep 
Score: -19178086.000000 Penalty: 5950.291016
	Iteration 30Q: 3 clusters Score -1.917809e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 161337 members 
Entering Unmasked Estep 
Score: -19178130.000000 Penalty: 5950.291016
	Iteration 31Q: 3 clusters Score -1.917813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -19178146.000000 Penalty: 5950.291016
	Iteration 32Q: 3 clusters Score -1.917815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 161309 members 
Entering Unmasked Estep 
Score: -19178166.000000 Penalty: 5950.291016
	Iteration 33Q: 3 clusters Score -1.917817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -19178166.000000 Penalty: 5950.291016
	Iteration 34Q: 3 clusters Score -1.917817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -19178188.000000 Penalty: 5950.291016
	Iteration 35Q: 3 clusters Score -1.917819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -19178174.000000 Penalty: 5950.291016
	Iteration 36Q: 3 clusters Score -1.917817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -19178184.000000 Penalty: 5950.291016
	Iteration 37Q: 3 clusters Score -1.917818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -19178196.000000 Penalty: 5950.291016
	Iteration 38Q: 3 clusters Score -1.91782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 161271 members 
Entering Unmasked Estep 
Score: -19178182.000000 Penalty: 5950.291016
	Iteration 39Q: 3 clusters Score -1.917818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -19178248.000000 Penalty: 5950.291016
	Iteration 40F: 3 clusters Score -1.917825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 161229 members 
Entering Unmasked Estep 
Score: -19178310.000000 Penalty: 5950.291016
	Iteration 41Q: 3 clusters Score -1.917831e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 161185 members 
Entering Unmasked Estep 
Score: -19178344.000000 Penalty: 5950.291016
	Iteration 42Q: 3 clusters Score -1.917834e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -19178420.000000 Penalty: 5950.291016
	Iteration 43Q: 3 clusters Score -1.917842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -19178424.000000 Penalty: 5950.291016
	Iteration 44Q: 3 clusters Score -1.917842e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 161098 members 
Entering Unmasked Estep 
Score: -19178456.000000 Penalty: 5950.291016
	Iteration 45Q: 3 clusters Score -1.917846e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -19178518.000000 Penalty: 5950.291016
	Iteration 46Q: 3 clusters Score -1.917852e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 161020 members 
Entering Unmasked Estep 
Score: -19178584.000000 Penalty: 5950.291016
	Iteration 47Q: 3 clusters Score -1.917858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -19178610.000000 Penalty: 5950.291016
	Iteration 48Q: 3 clusters Score -1.917861e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 160935 members 
Entering Unmasked Estep 
Score: -19178680.000000 Penalty: 5950.291016
	Iteration 49Q: 3 clusters Score -1.917868e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -19178718.000000 Penalty: 5950.291016
	Iteration 50Q: 3 clusters Score -1.917872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 160847 members 
Entering Unmasked Estep 
Score: -19178734.000000 Penalty: 5950.291016
	Iteration 51Q: 3 clusters Score -1.917873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -19178772.000000 Penalty: 5950.291016
	Iteration 52Q: 3 clusters Score -1.917877e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 160781 members 
Entering Unmasked Estep 
Score: -19178816.000000 Penalty: 5950.291016
	Iteration 53Q: 3 clusters Score -1.917882e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 160745 members 
Entering Unmasked Estep 
Score: -19178838.000000 Penalty: 5950.291016
	Iteration 54Q: 3 clusters Score -1.917884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 160730 members 
Entering Unmasked Estep 
Score: -19178848.000000 Penalty: 5950.291016
	Iteration 55Q: 3 clusters Score -1.917885e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 160697 members 
Entering Unmasked Estep 
Score: -19178888.000000 Penalty: 5950.291016
	Iteration 56Q: 3 clusters Score -1.917889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -19178956.000000 Penalty: 5950.291016
	Iteration 57Q: 3 clusters Score -1.917896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -19178988.000000 Penalty: 5950.291016
	Iteration 58Q: 3 clusters Score -1.917899e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -19178996.000000 Penalty: 5950.291016
	Iteration 59Q: 3 clusters Score -1.9179e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -19179092.000000 Penalty: 5950.291016
	Iteration 60F: 3 clusters Score -1.917909e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 160598 members 
Entering Unmasked Estep 
Score: -19179134.000000 Penalty: 5950.291016
	Iteration 61Q: 3 clusters Score -1.917913e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 160526 members 
Entering Unmasked Estep 
Score: -19179246.000000 Penalty: 5950.291016
	Iteration 62Q: 3 clusters Score -1.917925e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -19179286.000000 Penalty: 5950.291016
	Iteration 63Q: 3 clusters Score -1.917929e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -19179378.000000 Penalty: 5950.291016
	Iteration 64Q: 3 clusters Score -1.917938e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 160267 members 
Entering Unmasked Estep 
Score: -19179444.000000 Penalty: 5950.291016
	Iteration 65Q: 3 clusters Score -1.917944e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -19179484.000000 Penalty: 5950.291016
	Iteration 66Q: 3 clusters Score -1.917948e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -19179528.000000 Penalty: 5950.291016
	Iteration 67Q: 3 clusters Score -1.917953e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -19179566.000000 Penalty: 5950.291016
	Iteration 68Q: 3 clusters Score -1.917957e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -19179572.000000 Penalty: 5950.291016
	Iteration 69Q: 3 clusters Score -1.917957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -19179608.000000 Penalty: 5950.291016
	Iteration 70Q: 3 clusters Score -1.917961e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -19179624.000000 Penalty: 5950.291016
	Iteration 71Q: 3 clusters Score -1.917962e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -19179628.000000 Penalty: 5950.291016
	Iteration 72Q: 3 clusters Score -1.917963e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 159883 members 
Entering Unmasked Estep 
Score: -19179642.000000 Penalty: 5950.291016
	Iteration 73Q: 3 clusters Score -1.917964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -19179628.000000 Penalty: 5950.291016
	Iteration 74Q: 3 clusters Score -1.917963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -19179666.000000 Penalty: 5950.291016
	Iteration 75Q: 3 clusters Score -1.917967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -19179650.000000 Penalty: 5950.291016
	Iteration 76Q: 3 clusters Score -1.917965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 159827 members 
Entering Unmasked Estep 
Score: -19179652.000000 Penalty: 5950.291016
	Iteration 77Q: 3 clusters Score -1.917965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 159821 members 
Entering Unmasked Estep 
Score: -19179656.000000 Penalty: 5950.291016
	Iteration 78Q: 3 clusters Score -1.917966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -19179658.000000 Penalty: 5950.291016
	Iteration 79Q: 3 clusters Score -1.917966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 159811 members 
Entering Unmasked Estep 
Score: -19179662.000000 Penalty: 5950.291016
	Iteration 80F: 3 clusters Score -1.917966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -19179666.000000 Penalty: 5950.291016
	Iteration 81Q: 3 clusters Score -1.917967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 159805 members 
Entering Unmasked Estep 
Score: -19179672.000000 Penalty: 5950.291016
	Iteration 82Q: 3 clusters Score -1.917967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -19179666.000000 Penalty: 5950.291016
	Iteration 83Q: 3 clusters Score -1.917967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -19179666.000000 Penalty: 5950.291016
	Iteration 84F: 3 clusters Score -1.917967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -635669.812500 Penalty: 2151.497559
	Iteration 0F: 2 clusters Score -635669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -630596.625000 Penalty: 4302.995117
	Iteration 0F: 3 clusters Score -630596.6 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -631873.750000 Penalty: 4302.995117
	Iteration 1F: 3 clusters Score -631873.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -632121.437500 Penalty: 4302.995117
	Iteration 2F: 3 clusters Score -632121.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -632301.375000 Penalty: 4302.995117
	Iteration 3F: 3 clusters Score -632301.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -632428.000000 Penalty: 4302.995117
	Iteration 4Q: 3 clusters Score -632428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -632522.125000 Penalty: 4302.995117
	Iteration 5Q: 3 clusters Score -632522.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -632593.000000 Penalty: 4302.995117
	Iteration 6Q: 3 clusters Score -632593 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -632668.937500 Penalty: 4302.995117
	Iteration 7Q: 3 clusters Score -632668.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -632746.875000 Penalty: 4302.995117
	Iteration 8Q: 3 clusters Score -632746.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -632836.125000 Penalty: 4302.995117
	Iteration 9Q: 3 clusters Score -632836.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -632911.375000 Penalty: 4302.995117
	Iteration 10Q: 3 clusters Score -632911.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -632963.875000 Penalty: 4302.995117
	Iteration 11Q: 3 clusters Score -632963.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -633002.875000 Penalty: 4302.995117
	Iteration 12Q: 3 clusters Score -633002.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -633038.750000 Penalty: 4302.995117
	Iteration 13Q: 3 clusters Score -633038.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -633069.937500 Penalty: 4302.995117
	Iteration 14Q: 3 clusters Score -633069.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -633106.187500 Penalty: 4302.995117
	Iteration 15Q: 3 clusters Score -633106.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -633135.937500 Penalty: 4302.995117
	Iteration 16Q: 3 clusters Score -633135.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -633167.062500 Penalty: 4302.995117
	Iteration 17Q: 3 clusters Score -633167.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -633205.312500 Penalty: 4302.995117
	Iteration 18Q: 3 clusters Score -633205.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -633251.437500 Penalty: 4302.995117
	Iteration 19Q: 3 clusters Score -633251.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -633297.062500 Penalty: 4302.995117
	Iteration 20F: 3 clusters Score -633297.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -633334.937500 Penalty: 4302.995117
	Iteration 21Q: 3 clusters Score -633334.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -633375.875000 Penalty: 4302.995117
	Iteration 22Q: 3 clusters Score -633375.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -633417.812500 Penalty: 4302.995117
	Iteration 23Q: 3 clusters Score -633417.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -633464.062500 Penalty: 4302.995117
	Iteration 24Q: 3 clusters Score -633464.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -633508.875000 Penalty: 4302.995117
	Iteration 25Q: 3 clusters Score -633508.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -633549.312500 Penalty: 4302.995117
	Iteration 26Q: 3 clusters Score -633549.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -633593.437500 Penalty: 4302.995117
	Iteration 27Q: 3 clusters Score -633593.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -633631.562500 Penalty: 4302.995117
	Iteration 28Q: 3 clusters Score -633631.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -633666.687500 Penalty: 4302.995117
	Iteration 29Q: 3 clusters Score -633666.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -633692.937500 Penalty: 4302.995117
	Iteration 30Q: 3 clusters Score -633692.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -633722.125000 Penalty: 4302.995117
	Iteration 31Q: 3 clusters Score -633722.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -633753.812500 Penalty: 4302.995117
	Iteration 32Q: 3 clusters Score -633753.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -633776.937500 Penalty: 4302.995117
	Iteration 33Q: 3 clusters Score -633776.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -633792.250000 Penalty: 4302.995117
	Iteration 34Q: 3 clusters Score -633792.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -633809.687500 Penalty: 4302.995117
	Iteration 35Q: 3 clusters Score -633809.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -633828.562500 Penalty: 4302.995117
	Iteration 36Q: 3 clusters Score -633828.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -633843.000000 Penalty: 4302.995117
	Iteration 37Q: 3 clusters Score -633843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -633855.250000 Penalty: 4302.995117
	Iteration 38Q: 3 clusters Score -633855.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -633868.562500 Penalty: 4302.995117
	Iteration 39Q: 3 clusters Score -633868.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -633890.750000 Penalty: 4302.995117
	Iteration 40F: 3 clusters Score -633890.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -633905.812500 Penalty: 4302.995117
	Iteration 41Q: 3 clusters Score -633905.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -633920.875000 Penalty: 4302.995117
	Iteration 42Q: 3 clusters Score -633920.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -633939.625000 Penalty: 4302.995117
	Iteration 43Q: 3 clusters Score -633939.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -633960.812500 Penalty: 4302.995117
	Iteration 44Q: 3 clusters Score -633960.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -633999.000000 Penalty: 4302.995117
	Iteration 45Q: 3 clusters Score -633999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -634028.125000 Penalty: 4302.995117
	Iteration 46Q: 3 clusters Score -634028.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -634061.562500 Penalty: 4302.995117
	Iteration 47Q: 3 clusters Score -634061.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -634085.000000 Penalty: 4302.995117
	Iteration 48Q: 3 clusters Score -634085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -634100.750000 Penalty: 4302.995117
	Iteration 49Q: 3 clusters Score -634100.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -634118.625000 Penalty: 4302.995117
	Iteration 50Q: 3 clusters Score -634118.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -634136.875000 Penalty: 4302.995117
	Iteration 51Q: 3 clusters Score -634136.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -634155.312500 Penalty: 4302.995117
	Iteration 52Q: 3 clusters Score -634155.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -634165.812500 Penalty: 4302.995117
	Iteration 53Q: 3 clusters Score -634165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -634177.437500 Penalty: 4302.995117
	Iteration 54Q: 3 clusters Score -634177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -634187.687500 Penalty: 4302.995117
	Iteration 55Q: 3 clusters Score -634187.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -634197.625000 Penalty: 4302.995117
	Iteration 56Q: 3 clusters Score -634197.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -634209.687500 Penalty: 4302.995117
	Iteration 57Q: 3 clusters Score -634209.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -634220.062500 Penalty: 4302.995117
	Iteration 58Q: 3 clusters Score -634220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -634226.375000 Penalty: 4302.995117
	Iteration 59Q: 3 clusters Score -634226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -634233.375000 Penalty: 4302.995117
	Iteration 60F: 3 clusters Score -634233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -634241.625000 Penalty: 4302.995117
	Iteration 61Q: 3 clusters Score -634241.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -634246.000000 Penalty: 4302.995117
	Iteration 62Q: 3 clusters Score -634246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -634250.500000 Penalty: 4302.995117
	Iteration 63Q: 3 clusters Score -634250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -634252.437500 Penalty: 4302.995117
	Iteration 64Q: 3 clusters Score -634252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -634255.125000 Penalty: 4302.995117
	Iteration 65Q: 3 clusters Score -634255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -634259.937500 Penalty: 4302.995117
	Iteration 66Q: 3 clusters Score -634259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -634266.500000 Penalty: 4302.995117
	Iteration 67Q: 3 clusters Score -634266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -634269.937500 Penalty: 4302.995117
	Iteration 68Q: 3 clusters Score -634269.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -634281.375000 Penalty: 4302.995117
	Iteration 69Q: 3 clusters Score -634281.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -634290.500000 Penalty: 4302.995117
	Iteration 70Q: 3 clusters Score -634290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -634308.687500 Penalty: 4302.995117
	Iteration 71Q: 3 clusters Score -634308.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -634328.187500 Penalty: 4302.995117
	Iteration 72Q: 3 clusters Score -634328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -634348.250000 Penalty: 4302.995117
	Iteration 73Q: 3 clusters Score -634348.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -634367.500000 Penalty: 4302.995117
	Iteration 74Q: 3 clusters Score -634367.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -634384.062500 Penalty: 4302.995117
	Iteration 75Q: 3 clusters Score -634384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -634389.875000 Penalty: 4302.995117
	Iteration 76Q: 3 clusters Score -634389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -634393.437500 Penalty: 4302.995117
	Iteration 77Q: 3 clusters Score -634393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -634395.187500 Penalty: 4302.995117
	Iteration 78Q: 3 clusters Score -634395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -634396.125000 Penalty: 4302.995117
	Iteration 79Q: 3 clusters Score -634396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -634399.375000 Penalty: 4302.995117
	Iteration 80F: 3 clusters Score -634399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -634403.250000 Penalty: 4302.995117
	Iteration 81Q: 3 clusters Score -634403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -634405.812500 Penalty: 4302.995117
	Iteration 82Q: 3 clusters Score -634405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -634409.562500 Penalty: 4302.995117
	Iteration 83Q: 3 clusters Score -634409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -634412.250000 Penalty: 4302.995117
	Iteration 84Q: 3 clusters Score -634412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -634417.437500 Penalty: 4302.995117
	Iteration 85Q: 3 clusters Score -634417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -634419.937500 Penalty: 4302.995117
	Iteration 86Q: 3 clusters Score -634419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -634421.375000 Penalty: 4302.995117
	Iteration 87Q: 3 clusters Score -634421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -634424.625000 Penalty: 4302.995117
	Iteration 88Q: 3 clusters Score -634424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -634425.500000 Penalty: 4302.995117
	Iteration 89Q: 3 clusters Score -634425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -634424.687500 Penalty: 4302.995117
	Iteration 90Q: 3 clusters Score -634424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -634425.500000 Penalty: 4302.995117
	Iteration 91Q: 3 clusters Score -634425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -634425.500000 Penalty: 4302.995117
	Iteration 92F: 3 clusters Score -634425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 84389 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 165892 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 188947 members 
Mstep: Class 7 contains 70356 members 
Mstep: Class 8 contains 50979 members 
Mstep: Class 9 contains 71977 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 55211 members 
Mstep: Class 13 contains 326369 members 
Mstep: Class 14 contains 60416 members 
Mstep: Class 16 contains 267596 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 18562 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 162195 members 
Mstep: Class 23 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 3062.871826 but Gain 3544.492188
Score: -183923488.000000 Penalty: 95701.226562
Iteration 39Q: 28 clusters Score -1.839235e+08 nChanged 23319
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 84385 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 166946 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 189541 members 
Mstep: Class 7 contains 70855 members 
Mstep: Class 8 contains 50539 members 
Mstep: Class 9 contains 73161 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 55069 members 
Mstep: Class 13 contains 327775 members 
Mstep: Class 14 contains 60338 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 16 contains 263900 members 
Mstep: Class 17 contains 2292 members 
Mstep: Class 18 contains 18774 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 38249 members 
Mstep: Class 21 contains 8336 members 
Mstep: Class 22 contains 163010 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7054 members 
Mstep: Class 27 contains 4793 members 
Mstep: Class 28 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183928944.000000 Penalty: 95701.226562
Iteration 40F: 28 clusters Score -1.839289e+08 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 84328 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 167501 members 
Mstep: Class 5 contains 5319 members 
Mstep: Class 6 contains 190502 members 
Mstep: Class 7 contains 71405 members 
Mstep: Class 8 contains 50283 members 
Mstep: Class 9 contains 72630 members 
Mstep: Class 10 contains 5405 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 54935 members 
Mstep: Class 13 contains 327422 members 
Mstep: Class 14 contains 60282 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 259480 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 18917 members 
Mstep: Class 19 contains 1870 members 
Mstep: Class 20 contains 38600 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 164443 members 
Mstep: Class 23 contains 6050 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7301 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183934288.000000 Penalty: 95701.226562
Iteration 41Q: 28 clusters Score -1.839343e+08 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84289 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 168058 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 191458 members 
Mstep: Class 7 contains 71895 members 
Mstep: Class 8 contains 50113 members 
Mstep: Class 9 contains 72403 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 12 contains 54794 members 
Mstep: Class 13 contains 327101 members 
Mstep: Class 14 contains 60208 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 254987 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 19072 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 38905 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 166295 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7397 members 
Mstep: Class 27 contains 5026 members 
Mstep: Class 28 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183937104.000000 Penalty: 95701.226562
Iteration 42Q: 28 clusters Score -1.839371e+08 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84258 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 168534 members 
Mstep: Class 5 contains 5505 members 
Mstep: Class 6 contains 192430 members 
Mstep: Class 7 contains 72438 members 
Mstep: Class 8 contains 49945 members 
Mstep: Class 9 contains 72248 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54655 members 
Mstep: Class 13 contains 326921 members 
Mstep: Class 14 contains 60129 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 250250 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 19195 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 39128 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 168478 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 5032 members 
Mstep: Class 28 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183939056.000000 Penalty: 95701.226562
Iteration 43Q: 28 clusters Score -1.839391e+08 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84223 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 169128 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 193482 members 
Mstep: Class 7 contains 72914 members 
Mstep: Class 8 contains 49808 members 
Mstep: Class 9 contains 72223 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54528 members 
Mstep: Class 13 contains 326814 members 
Mstep: Class 14 contains 60018 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 245310 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 20 contains 39332 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 170749 members 
Mstep: Class 23 contains 6435 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7554 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 3153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183941136.000000 Penalty: 95701.226562
Iteration 44Q: 28 clusters Score -1.839411e+08 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84181 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 169870 members 
Mstep: Class 5 contains 5560 members 
Mstep: Class 6 contains 194456 members 
Mstep: Class 7 contains 73332 members 
Mstep: Class 8 contains 49655 members 
Mstep: Class 9 contains 72264 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54402 members 
Mstep: Class 13 contains 326768 members 
Mstep: Class 14 contains 59894 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 240168 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 19391 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 39537 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 173230 members 
Mstep: Class 23 contains 6535 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7621 members 
Mstep: Class 27 contains 4930 members 
Mstep: Class 28 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183943488.000000 Penalty: 95701.226562
Iteration 45Q: 28 clusters Score -1.839435e+08 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84150 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 170728 members 
Mstep: Class 5 contains 5555 members 
Mstep: Class 6 contains 195367 members 
Mstep: Class 7 contains 73687 members 
Mstep: Class 8 contains 49486 members 
Mstep: Class 9 contains 72386 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54286 members 
Mstep: Class 13 contains 326766 members 
Mstep: Class 14 contains 59771 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 234958 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 19500 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 39679 members 
Mstep: Class 21 contains 8480 members 
Mstep: Class 22 contains 175844 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 3554 members 
Entering Unmasked Estep 
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Score: -183945328.000000 Penalty: 95701.226562
Iteration 46Q: 28 clusters Score -1.839453e+08 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84115 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 171533 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 196342 members 
Mstep: Class 7 contains 73959 members 
Mstep: Class 8 contains 49307 members 
Mstep: Class 9 contains 72502 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54190 members 
Mstep: Class 13 contains 326880 members 
Mstep: Class 14 contains 59669 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 229622 members 
Mstep: Class 17 contains 2597 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 39813 members 
Mstep: Class 21 contains 8504 members 
Mstep: Class 22 contains 178646 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7781 members 
Mstep: Class 27 contains 4812 members 
Mstep: Class 28 contains 3705 members 
Entering Unmasked Estep 
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Score: -183947312.000000 Penalty: 95701.226562
Iteration 47Q: 28 clusters Score -1.839473e+08 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84090 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 172396 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 197126 members 
Mstep: Class 7 contains 74240 members 
Mstep: Class 8 contains 49148 members 
Mstep: Class 9 contains 72608 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54097 members 
Mstep: Class 13 contains 326989 members 
Mstep: Class 14 contains 59583 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 224203 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 19685 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 39931 members 
Mstep: Class 21 contains 8522 members 
Mstep: Class 22 contains 181608 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7890 members 
Mstep: Class 27 contains 4768 members 
Mstep: Class 28 contains 3847 members 
Entering Unmasked Estep 
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Score: -183947952.000000 Penalty: 95701.226562
Iteration 48Q: 28 clusters Score -1.83948e+08 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 173307 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 197741 members 
Mstep: Class 7 contains 74466 members 
Mstep: Class 8 contains 48970 members 
Mstep: Class 9 contains 72705 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 54017 members 
Mstep: Class 13 contains 327027 members 
Mstep: Class 14 contains 59498 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 16 contains 219043 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 40045 members 
Mstep: Class 21 contains 8539 members 
Mstep: Class 22 contains 184637 members 
Mstep: Class 23 contains 6771 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 7992 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 3975 members 
Entering Unmasked Estep 
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Score: -183949312.000000 Penalty: 95701.226562
Iteration 49Q: 28 clusters Score -1.839493e+08 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 174255 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 198240 members 
Mstep: Class 7 contains 74668 members 
Mstep: Class 8 contains 48802 members 
Mstep: Class 9 contains 72800 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53956 members 
Mstep: Class 13 contains 327079 members 
Mstep: Class 14 contains 59417 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 213965 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 40127 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 187670 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8109 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 4088 members 
Entering Unmasked Estep 
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Score: -183950640.000000 Penalty: 95701.226562
Iteration 50Q: 28 clusters Score -1.839506e+08 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84060 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 175296 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 198681 members 
Mstep: Class 7 contains 74880 members 
Mstep: Class 8 contains 48649 members 
Mstep: Class 9 contains 72926 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 327009 members 
Mstep: Class 14 contains 59345 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 208968 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 19926 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 40232 members 
Mstep: Class 21 contains 8568 members 
Mstep: Class 22 contains 190688 members 
Mstep: Class 23 contains 6806 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 4678 members 
Mstep: Class 28 contains 4199 members 
Entering Unmasked Estep 
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Score: -183952048.000000 Penalty: 95701.226562
Iteration 51Q: 28 clusters Score -1.83952e+08 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84049 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 176424 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 199014 members 
Mstep: Class 7 contains 75087 members 
Mstep: Class 8 contains 48498 members 
Mstep: Class 9 contains 73044 members 
Mstep: Class 10 contains 7381 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53834 members 
Mstep: Class 13 contains 326916 members 
Mstep: Class 14 contains 59305 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 203985 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 20026 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 40305 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 193721 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8400 members 
Mstep: Class 27 contains 4662 members 
Mstep: Class 28 contains 4284 members 
Entering Unmasked Estep 
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Score: -183953248.000000 Penalty: 95701.226562
Iteration 52Q: 28 clusters Score -1.839532e+08 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84031 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 177658 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 6 contains 199191 members 
Mstep: Class 7 contains 75309 members 
Mstep: Class 8 contains 48336 members 
Mstep: Class 9 contains 73183 members 
Mstep: Class 10 contains 7457 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53782 members 
Mstep: Class 13 contains 326716 members 
Mstep: Class 14 contains 59274 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 199380 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 20086 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 40396 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 196560 members 
Mstep: Class 23 contains 6814 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8534 members 
Mstep: Class 27 contains 4649 members 
Mstep: Class 28 contains 4351 members 
Entering Unmasked Estep 
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Score: -183955504.000000 Penalty: 95701.226562
Iteration 53Q: 28 clusters Score -1.839555e+08 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84030 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 178812 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 199232 members 
Mstep: Class 7 contains 75565 members 
Mstep: Class 8 contains 48179 members 
Mstep: Class 9 contains 73266 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53748 members 
Mstep: Class 13 contains 326479 members 
Mstep: Class 14 contains 59238 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 195107 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 20125 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 40472 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 199377 members 
Mstep: Class 23 contains 6807 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8671 members 
Mstep: Class 27 contains 4637 members 
Mstep: Class 28 contains 4410 members 
Entering Unmasked Estep 
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Score: -183957120.000000 Penalty: 95701.226562
Iteration 54Q: 28 clusters Score -1.839571e+08 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84022 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 179945 members 
Mstep: Class 5 contains 5644 members 
Mstep: Class 6 contains 199169 members 
Mstep: Class 7 contains 75762 members 
Mstep: Class 8 contains 48048 members 
Mstep: Class 9 contains 73348 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53751 members 
Mstep: Class 13 contains 326304 members 
Mstep: Class 14 contains 59195 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 191007 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 40506 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 202102 members 
Mstep: Class 23 contains 6813 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8821 members 
Mstep: Class 27 contains 4619 members 
Mstep: Class 28 contains 4471 members 
Entering Unmasked Estep 
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Score: -183957088.000000 Penalty: 95701.226562
Iteration 55Q: 28 clusters Score -1.839571e+08 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84020 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 181026 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 199186 members 
Mstep: Class 7 contains 75916 members 
Mstep: Class 8 contains 47938 members 
Mstep: Class 9 contains 73433 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53745 members 
Mstep: Class 13 contains 326120 members 
Mstep: Class 14 contains 59161 members 
Mstep: Class 15 contains 992 members 
Mstep: Class 16 contains 187004 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 20183 members 
Mstep: Class 19 contains 2073 members 
Mstep: Class 20 contains 40537 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 204724 members 
Mstep: Class 23 contains 6819 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 8983 members 
Mstep: Class 27 contains 4606 members 
Mstep: Class 28 contains 4527 members 
Entering Unmasked Estep 
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Score: -183957408.000000 Penalty: 95701.226562
Iteration 56Q: 28 clusters Score -1.839574e+08 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84012 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 182205 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 199027 members 
Mstep: Class 7 contains 76051 members 
Mstep: Class 8 contains 47823 members 
Mstep: Class 9 contains 73489 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53709 members 
Mstep: Class 13 contains 325941 members 
Mstep: Class 14 contains 59128 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 183347 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 20197 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 40580 members 
Mstep: Class 21 contains 8657 members 
Mstep: Class 22 contains 207186 members 
Mstep: Class 23 contains 6817 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 9152 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 4573 members 
Entering Unmasked Estep 
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Iteration 57Q: 28 clusters Score -1.839582e+08 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 183297 members 
Mstep: Class 5 contains 5663 members 
Mstep: Class 6 contains 198928 members 
Mstep: Class 7 contains 76233 members 
Mstep: Class 8 contains 47723 members 
Mstep: Class 9 contains 73535 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53675 members 
Mstep: Class 13 contains 325801 members 
Mstep: Class 14 contains 59066 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 179940 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 20207 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 40619 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 209346 members 
Mstep: Class 23 contains 6829 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 9335 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 4615 members 
Entering Unmasked Estep 
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Iteration 58Q: 28 clusters Score -1.839579e+08 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83990 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 184444 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 198786 members 
Mstep: Class 7 contains 76369 members 
Mstep: Class 8 contains 47626 members 
Mstep: Class 9 contains 73556 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 325670 members 
Mstep: Class 14 contains 58996 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 176738 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 20214 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 40682 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 211287 members 
Mstep: Class 23 contains 6847 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 9541 members 
Mstep: Class 27 contains 4571 members 
Mstep: Class 28 contains 4649 members 
Entering Unmasked Estep 
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Iteration 59Q: 28 clusters Score -1.839578e+08 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83975 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 185647 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 198685 members 
Mstep: Class 7 contains 76502 members 
Mstep: Class 8 contains 47525 members 
Mstep: Class 9 contains 73576 members 
Mstep: Class 10 contains 7995 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 53682 members 
Mstep: Class 13 contains 325516 members 
Mstep: Class 14 contains 58922 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 173787 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 20220 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 40736 members 
Mstep: Class 21 contains 8669 members 
Mstep: Class 22 contains 212884 members 
Mstep: Class 23 contains 6843 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 9760 members 
Mstep: Class 27 contains 4578 members 
Mstep: Class 28 contains 4686 members 
Entering Unmasked Estep 
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Iteration 60F: 28 clusters Score -1.839595e+08 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83969 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 186794 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 198650 members 
Mstep: Class 7 contains 76593 members 
Mstep: Class 8 contains 47416 members 
Mstep: Class 9 contains 73613 members 
Mstep: Class 10 contains 8126 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53696 members 
Mstep: Class 13 contains 325383 members 
Mstep: Class 14 contains 58839 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 16 contains 171154 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 20249 members 
Mstep: Class 19 contains 2108 members 
Mstep: Class 20 contains 40758 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 214170 members 
Mstep: Class 23 contains 6854 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 9976 members 
Mstep: Class 27 contains 4540 members 
Mstep: Class 28 contains 4711 members 
Entering Unmasked Estep 
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Iteration 61Q: 28 clusters Score -1.839609e+08 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83968 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 187815 members 
Mstep: Class 5 contains 5663 members 
Mstep: Class 6 contains 198779 members 
Mstep: Class 7 contains 76687 members 
Mstep: Class 8 contains 47334 members 
Mstep: Class 9 contains 73627 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53717 members 
Mstep: Class 13 contains 325263 members 
Mstep: Class 14 contains 58778 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 168824 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 20280 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 20 contains 40780 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 215058 members 
Mstep: Class 23 contains 6856 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 10206 members 
Mstep: Class 27 contains 4514 members 
Mstep: Class 28 contains 4737 members 
Entering Unmasked Estep 
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Iteration 62Q: 28 clusters Score -1.839619e+08 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83964 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 188801 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 198909 members 
Mstep: Class 7 contains 76793 members 
Mstep: Class 8 contains 47260 members 
Mstep: Class 9 contains 73639 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53753 members 
Mstep: Class 13 contains 325143 members 
Mstep: Class 14 contains 58714 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 166747 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 20309 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 40811 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 215636 members 
Mstep: Class 23 contains 6865 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 10470 members 
Mstep: Class 27 contains 4485 members 
Mstep: Class 28 contains 4761 members 
Entering Unmasked Estep 
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Iteration 63Q: 28 clusters Score -1.839625e+08 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83974 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 189742 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 6 contains 198958 members 
Mstep: Class 7 contains 76903 members 
Mstep: Class 8 contains 47183 members 
Mstep: Class 9 contains 73650 members 
Mstep: Class 10 contains 8585 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53787 members 
Mstep: Class 13 contains 325014 members 
Mstep: Class 14 contains 58656 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 164965 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 20328 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 40840 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 216099 members 
Mstep: Class 23 contains 6864 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 4446 members 
Mstep: Class 28 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183963008.000000 Penalty: 95701.226562
Iteration 64Q: 28 clusters Score -1.83963e+08 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83977 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 190566 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 199097 members 
Mstep: Class 7 contains 77011 members 
Mstep: Class 8 contains 47122 members 
Mstep: Class 9 contains 73643 members 
Mstep: Class 10 contains 8727 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53835 members 
Mstep: Class 13 contains 324871 members 
Mstep: Class 14 contains 58645 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 163422 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 20350 members 
Mstep: Class 19 contains 2117 members 
Mstep: Class 20 contains 40851 members 
Mstep: Class 21 contains 8673 members 
Mstep: Class 22 contains 216359 members 
Mstep: Class 23 contains 6877 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 10943 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 4795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964256.000000 Penalty: 95701.226562
Iteration 65Q: 28 clusters Score -1.839643e+08 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83975 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 191286 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 199196 members 
Mstep: Class 7 contains 77100 members 
Mstep: Class 8 contains 47048 members 
Mstep: Class 9 contains 73622 members 
Mstep: Class 10 contains 8880 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53865 members 
Mstep: Class 13 contains 324799 members 
Mstep: Class 14 contains 58589 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 16 contains 162133 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 40903 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 216518 members 
Mstep: Class 23 contains 6889 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 11161 members 
Mstep: Class 27 contains 4362 members 
Mstep: Class 28 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964160.000000 Penalty: 95701.226562
Iteration 66Q: 28 clusters Score -1.839642e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83970 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 192043 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 199280 members 
Mstep: Class 7 contains 77179 members 
Mstep: Class 8 contains 46985 members 
Mstep: Class 9 contains 73609 members 
Mstep: Class 10 contains 9011 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53902 members 
Mstep: Class 13 contains 324753 members 
Mstep: Class 14 contains 58536 members 
Mstep: Class 15 contains 998 members 
Mstep: Class 16 contains 161024 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 20349 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 40934 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 216449 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 11369 members 
Mstep: Class 27 contains 4335 members 
Mstep: Class 28 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964768.000000 Penalty: 95701.226562
Iteration 67Q: 28 clusters Score -1.839648e+08 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83965 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 192749 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 199357 members 
Mstep: Class 7 contains 77229 members 
Mstep: Class 8 contains 46959 members 
Mstep: Class 9 contains 73579 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53939 members 
Mstep: Class 13 contains 324754 members 
Mstep: Class 14 contains 58477 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 160076 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 20335 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 40979 members 
Mstep: Class 21 contains 8683 members 
Mstep: Class 22 contains 216296 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 11580 members 
Mstep: Class 27 contains 4299 members 
Mstep: Class 28 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964864.000000 Penalty: 95701.226562
Iteration 68Q: 28 clusters Score -1.839649e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83959 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 193442 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 199303 members 
Mstep: Class 7 contains 77284 members 
Mstep: Class 8 contains 46918 members 
Mstep: Class 9 contains 73538 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 53991 members 
Mstep: Class 13 contains 324796 members 
Mstep: Class 14 contains 58433 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 159293 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 20318 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 20 contains 41010 members 
Mstep: Class 21 contains 8690 members 
Mstep: Class 22 contains 216100 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 11790 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965264.000000 Penalty: 95701.226562
Iteration 69Q: 28 clusters Score -1.839653e+08 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83956 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 194184 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 199136 members 
Mstep: Class 7 contains 77290 members 
Mstep: Class 8 contains 46884 members 
Mstep: Class 9 contains 73506 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54040 members 
Mstep: Class 13 contains 324794 members 
Mstep: Class 14 contains 58381 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 16 contains 158668 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 20315 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 41036 members 
Mstep: Class 21 contains 8690 members 
Mstep: Class 22 contains 215876 members 
Mstep: Class 23 contains 6952 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 11990 members 
Mstep: Class 27 contains 4213 members 
Mstep: Class 28 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965488.000000 Penalty: 95701.226562
Iteration 70Q: 28 clusters Score -1.839655e+08 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83947 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 194826 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 198979 members 
Mstep: Class 7 contains 77315 members 
Mstep: Class 8 contains 46858 members 
Mstep: Class 9 contains 73483 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54083 members 
Mstep: Class 13 contains 324783 members 
Mstep: Class 14 contains 58332 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 16 contains 158067 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 20315 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 41048 members 
Mstep: Class 21 contains 8695 members 
Mstep: Class 22 contains 215718 members 
Mstep: Class 23 contains 6952 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 12183 members 
Mstep: Class 27 contains 4181 members 
Mstep: Class 28 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965536.000000 Penalty: 95701.226562
Iteration 71Q: 28 clusters Score -1.839655e+08 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83940 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 195394 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 198916 members 
Mstep: Class 7 contains 77310 members 
Mstep: Class 8 contains 46818 members 
Mstep: Class 9 contains 73465 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54113 members 
Mstep: Class 13 contains 324739 members 
Mstep: Class 14 contains 58288 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 157536 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 20300 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 41051 members 
Mstep: Class 21 contains 8703 members 
Mstep: Class 22 contains 215565 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 12379 members 
Mstep: Class 27 contains 4165 members 
Mstep: Class 28 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965696.000000 Penalty: 95701.226562
Iteration 72Q: 28 clusters Score -1.839657e+08 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83947 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 195928 members 
Mstep: Class 5 contains 5673 members 
Mstep: Class 6 contains 198908 members 
Mstep: Class 7 contains 77313 members 
Mstep: Class 8 contains 46766 members 
Mstep: Class 9 contains 73433 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54146 members 
Mstep: Class 13 contains 324684 members 
Mstep: Class 14 contains 58228 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 157105 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 20278 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 41047 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 215343 members 
Mstep: Class 23 contains 6941 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 12578 members 
Mstep: Class 27 contains 4133 members 
Mstep: Class 28 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965792.000000 Penalty: 95701.226562
Iteration 73Q: 28 clusters Score -1.839658e+08 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83949 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 196436 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 198876 members 
Mstep: Class 7 contains 77295 members 
Mstep: Class 8 contains 46728 members 
Mstep: Class 9 contains 73391 members 
Mstep: Class 10 contains 9759 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54171 members 
Mstep: Class 13 contains 324592 members 
Mstep: Class 14 contains 58167 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 156753 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 20264 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 41068 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 215133 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 12779 members 
Mstep: Class 27 contains 4111 members 
Mstep: Class 28 contains 4990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965968.000000 Penalty: 95701.226562
Iteration 74Q: 28 clusters Score -1.83966e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83956 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 196856 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 198862 members 
Mstep: Class 7 contains 77285 members 
Mstep: Class 8 contains 46725 members 
Mstep: Class 9 contains 73370 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54195 members 
Mstep: Class 13 contains 324506 members 
Mstep: Class 14 contains 58101 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 156501 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 20249 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 41062 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 214885 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 12969 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966224.000000 Penalty: 95701.226562
Iteration 75Q: 28 clusters Score -1.839662e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83960 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 197263 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 198831 members 
Mstep: Class 7 contains 77307 members 
Mstep: Class 8 contains 46715 members 
Mstep: Class 9 contains 73350 members 
Mstep: Class 10 contains 9936 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54219 members 
Mstep: Class 13 contains 324416 members 
Mstep: Class 14 contains 58040 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 156336 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 20224 members 
Mstep: Class 19 contains 2148 members 
Mstep: Class 20 contains 41064 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 214551 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 13161 members 
Mstep: Class 27 contains 4103 members 
Mstep: Class 28 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966240.000000 Penalty: 95701.226562
Iteration 76Q: 28 clusters Score -1.839662e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83966 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 197620 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 198806 members 
Mstep: Class 7 contains 77322 members 
Mstep: Class 8 contains 46700 members 
Mstep: Class 9 contains 73326 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54256 members 
Mstep: Class 13 contains 324329 members 
Mstep: Class 14 contains 57992 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 156255 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 20207 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 20 contains 41060 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 214166 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 4089 members 
Mstep: Class 28 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966176.000000 Penalty: 95701.226562
Iteration 77Q: 28 clusters Score -1.839662e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 83977 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 197891 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 198846 members 
Mstep: Class 7 contains 77321 members 
Mstep: Class 8 contains 46666 members 
Mstep: Class 9 contains 73293 members 
Mstep: Class 10 contains 10086 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54295 members 
Mstep: Class 13 contains 324239 members 
Mstep: Class 14 contains 57944 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 156191 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20174 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 41055 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 213848 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 4067 members 
Mstep: Class 28 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966800.000000 Penalty: 95701.226562
Iteration 78Q: 28 clusters Score -1.839668e+08 nChanged 4522
Entering ConstructFrom: 
Score: -183966800.000000 Penalty: 95701.226562
Entering ConstructFrom: 
Trying to split cluster 1 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -104866.992188 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -104867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102908.359375 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -102908.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103600.507812 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -103600.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -104173.812500 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -104173.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104916.250000 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -104916.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105543.062500 Penalty: 3475.770020
	Iteration 4F: 3 clusters Score -105543.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -106345.312500 Penalty: 3475.770020
	Iteration 5F: 3 clusters Score -106345.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -106781.804688 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -106781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -106953.039062 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -106953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -106991.992188 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -106992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106994.601562 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -106994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106994.601562 Penalty: 3475.770020
	Iteration 10F: 3 clusters Score -106994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 213575 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Entering Unmasked Estep 
Score: -183967232.000000 Penalty: 99245.718750
Splitting cluster 1 changes total score from -183966800.000000 to -183967232.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 2 (83981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Entering Unmasked Estep 
Score: -9778792.000000 Penalty: 2811.909668
	Iteration 0F: 2 clusters Score -9778792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -9722646.000000 Penalty: 5623.819336
	Iteration 0F: 3 clusters Score -9722646 nChanged 39612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -9745347.000000 Penalty: 5623.819336
	Iteration 1F: 3 clusters Score -9745347 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -9746385.000000 Penalty: 5623.819336
	Iteration 2Q: 3 clusters Score -9746385 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -9748014.000000 Penalty: 5623.819336
	Iteration 3Q: 3 clusters Score -9748014 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -9750464.000000 Penalty: 5623.819336
	Iteration 4F: 3 clusters Score -9750464 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -9753980.000000 Penalty: 5623.819336
	Iteration 5F: 3 clusters Score -9753980 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -9758649.000000 Penalty: 5623.819336
	Iteration 6F: 3 clusters Score -9758649 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -9763304.000000 Penalty: 5623.819336
	Iteration 7F: 3 clusters Score -9763304 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -9767352.000000 Penalty: 5623.819336
	Iteration 8F: 3 clusters Score -9767352 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -9770474.000000 Penalty: 5623.819336
	Iteration 9Q: 3 clusters Score -9770474 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -9772614.000000 Penalty: 5623.819336
	Iteration 10Q: 3 clusters Score -9772614 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9774147.000000 Penalty: 5623.819336
	Iteration 11Q: 3 clusters Score -9774147 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9775071.000000 Penalty: 5623.819336
	Iteration 12Q: 3 clusters Score -9775071 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9775668.000000 Penalty: 5623.819336
	Iteration 13Q: 3 clusters Score -9775668 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9776031.000000 Penalty: 5623.819336
	Iteration 14Q: 3 clusters Score -9776031 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9776261.000000 Penalty: 5623.819336
	Iteration 15Q: 3 clusters Score -9776261 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9776399.000000 Penalty: 5623.819336
	Iteration 16Q: 3 clusters Score -9776399 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9776475.000000 Penalty: 5623.819336
	Iteration 17Q: 3 clusters Score -9776475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9776566.000000 Penalty: 5623.819336
	Iteration 18Q: 3 clusters Score -9776566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9776623.000000 Penalty: 5623.819336
	Iteration 19Q: 3 clusters Score -9776623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9776665.000000 Penalty: 5623.819336
	Iteration 20F: 3 clusters Score -9776665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9776697.000000 Penalty: 5623.819336
	Iteration 21Q: 3 clusters Score -9776697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9776721.000000 Penalty: 5623.819336
	Iteration 22Q: 3 clusters Score -9776721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9776748.000000 Penalty: 5623.819336
	Iteration 23Q: 3 clusters Score -9776748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9776770.000000 Penalty: 5623.819336
	Iteration 24Q: 3 clusters Score -9776770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9776786.000000 Penalty: 5623.819336
	Iteration 25Q: 3 clusters Score -9776786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9776810.000000 Penalty: 5623.819336
	Iteration 26Q: 3 clusters Score -9776810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9776830.000000 Penalty: 5623.819336
	Iteration 27Q: 3 clusters Score -9776830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9776845.000000 Penalty: 5623.819336
	Iteration 28Q: 3 clusters Score -9776845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9776881.000000 Penalty: 5623.819336
	Iteration 29Q: 3 clusters Score -9776881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9776911.000000 Penalty: 5623.819336
	Iteration 30Q: 3 clusters Score -9776911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9776921.000000 Penalty: 5623.819336
	Iteration 31Q: 3 clusters Score -9776921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9776943.000000 Penalty: 5623.819336
	Iteration 32Q: 3 clusters Score -9776943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9776954.000000 Penalty: 5623.819336
	Iteration 33Q: 3 clusters Score -9776954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9776969.000000 Penalty: 5623.819336
	Iteration 34Q: 3 clusters Score -9776969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9776979.000000 Penalty: 5623.819336
	Iteration 35Q: 3 clusters Score -9776979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9777010.000000 Penalty: 5623.819336
	Iteration 36Q: 3 clusters Score -9777010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9777032.000000 Penalty: 5623.819336
	Iteration 37Q: 3 clusters Score -9777032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9777070.000000 Penalty: 5623.819336
	Iteration 38Q: 3 clusters Score -9777070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9777090.000000 Penalty: 5623.819336
	Iteration 39Q: 3 clusters Score -9777090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9777109.000000 Penalty: 5623.819336
	Iteration 40F: 3 clusters Score -9777109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9777117.000000 Penalty: 5623.819336
	Iteration 41Q: 3 clusters Score -9777117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9777158.000000 Penalty: 5623.819336
	Iteration 42Q: 3 clusters Score -9777158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9777202.000000 Penalty: 5623.819336
	Iteration 43Q: 3 clusters Score -9777202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9777233.000000 Penalty: 5623.819336
	Iteration 44Q: 3 clusters Score -9777233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9777251.000000 Penalty: 5623.819336
	Iteration 45Q: 3 clusters Score -9777251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9777249.000000 Penalty: 5623.819336
	Iteration 46Q: 3 clusters Score -9777249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9777278.000000 Penalty: 5623.819336
	Iteration 47Q: 3 clusters Score -9777278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9777297.000000 Penalty: 5623.819336
	Iteration 48Q: 3 clusters Score -9777297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9777298.000000 Penalty: 5623.819336
	Iteration 49Q: 3 clusters Score -9777298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9777313.000000 Penalty: 5623.819336
	Iteration 50Q: 3 clusters Score -9777313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9777310.000000 Penalty: 5623.819336
	Iteration 51Q: 3 clusters Score -9777310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9777321.000000 Penalty: 5623.819336
	Iteration 52Q: 3 clusters Score -9777321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9777316.000000 Penalty: 5623.819336
	Iteration 53Q: 3 clusters Score -9777316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9777315.000000 Penalty: 5623.819336
	Iteration 54Q: 3 clusters Score -9777315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9777331.000000 Penalty: 5623.819336
	Iteration 55Q: 3 clusters Score -9777331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9777332.000000 Penalty: 5623.819336
	Iteration 56Q: 3 clusters Score -9777332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9777340.000000 Penalty: 5623.819336
	Iteration 57Q: 3 clusters Score -9777340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9777336.000000 Penalty: 5623.819336
	Iteration 58Q: 3 clusters Score -9777336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9777341.000000 Penalty: 5623.819336
	Iteration 59Q: 3 clusters Score -9777341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9777340.000000 Penalty: 5623.819336
	Iteration 60F: 3 clusters Score -9777340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9777346.000000 Penalty: 5623.819336
	Iteration 61Q: 3 clusters Score -9777346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9777344.000000 Penalty: 5623.819336
	Iteration 62Q: 3 clusters Score -9777344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9777339.000000 Penalty: 5623.819336
	Iteration 63Q: 3 clusters Score -9777339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9777335.000000 Penalty: 5623.819336
	Iteration 64Q: 3 clusters Score -9777335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9777338.000000 Penalty: 5623.819336
	Iteration 65Q: 3 clusters Score -9777338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9777338.000000 Penalty: 5623.819336
	Iteration 66Q: 3 clusters Score -9777338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9777343.000000 Penalty: 5623.819336
	Iteration 67Q: 3 clusters Score -9777343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9777350.000000 Penalty: 5623.819336
	Iteration 68Q: 3 clusters Score -9777350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9777351.000000 Penalty: 5623.819336
	Iteration 69Q: 3 clusters Score -9777351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9777352.000000 Penalty: 5623.819336
	Iteration 70Q: 3 clusters Score -9777352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9777359.000000 Penalty: 5623.819336
	Iteration 71Q: 3 clusters Score -9777359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9777369.000000 Penalty: 5623.819336
	Iteration 72Q: 3 clusters Score -9777369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9777368.000000 Penalty: 5623.819336
	Iteration 73Q: 3 clusters Score -9777368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9777381.000000 Penalty: 5623.819336
	Iteration 74Q: 3 clusters Score -9777381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9777383.000000 Penalty: 5623.819336
	Iteration 75Q: 3 clusters Score -9777383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9777390.000000 Penalty: 5623.819336
	Iteration 76Q: 3 clusters Score -9777390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9777391.000000 Penalty: 5623.819336
	Iteration 77Q: 3 clusters Score -9777391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9777396.000000 Penalty: 5623.819336
	Iteration 78Q: 3 clusters Score -9777396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9777391.000000 Penalty: 5623.819336
	Iteration 79Q: 3 clusters Score -9777391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9777394.000000 Penalty: 5623.819336
	Iteration 80F: 3 clusters Score -9777394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -161020.453125 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -161020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158776.062500 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -158776.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -159542.703125 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -159542.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160697.062500 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -160697.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -161559.046875 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -161559 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -162025.656250 Penalty: 3621.034424
	Iteration 4F: 3 clusters Score -162025.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -162187.640625 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -162187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -162232.406250 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -162232.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -162260.921875 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -162260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -162299.843750 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -162299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -162351.359375 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -162351.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -162542.625000 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -162542.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -163050.921875 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -163050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -163145.265625 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -163145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -163155.343750 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -163155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -163157.390625 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -163157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -163163.406250 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -163163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -163174.375000 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -163174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -163181.937500 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -163181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -163185.421875 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -163185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -163191.656250 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -163191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -163193.062500 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -163193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 213575 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 1142 members 
Entering Unmasked Estep 
Score: -183968224.000000 Penalty: 102790.210938
Splitting cluster 3 changes total score from -183966800.000000 to -183968224.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (198102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198102 members 
Entering Unmasked Estep 
Score: -23153576.000000 Penalty: 3024.741211
	Iteration 0F: 2 clusters Score -2.315358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -23021404.000000 Penalty: 6049.482422
	Iteration 0F: 3 clusters Score -2.30214e+07 nChanged 95452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -23078592.000000 Penalty: 6049.482422
	Iteration 1F: 3 clusters Score -2.307859e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -23080976.000000 Penalty: 6049.482422
	Iteration 2Q: 3 clusters Score -2.308098e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -23084378.000000 Penalty: 6049.482422
	Iteration 3Q: 3 clusters Score -2.308438e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -23089146.000000 Penalty: 6049.482422
	Iteration 4Q: 3 clusters Score -2.308915e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -23096284.000000 Penalty: 6049.482422
	Iteration 5F: 3 clusters Score -2.309628e+07 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -23106736.000000 Penalty: 6049.482422
	Iteration 6F: 3 clusters Score -2.310674e+07 nChanged 14868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -23119630.000000 Penalty: 6049.482422
	Iteration 7F: 3 clusters Score -2.311963e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -23129304.000000 Penalty: 6049.482422
	Iteration 8F: 3 clusters Score -2.31293e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -23133258.000000 Penalty: 6049.482422
	Iteration 9Q: 3 clusters Score -2.313326e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -23134428.000000 Penalty: 6049.482422
	Iteration 10Q: 3 clusters Score -2.313443e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117095 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -23135160.000000 Penalty: 6049.482422
	Iteration 11Q: 3 clusters Score -2.313516e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -23135786.000000 Penalty: 6049.482422
	Iteration 12Q: 3 clusters Score -2.313579e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -23136244.000000 Penalty: 6049.482422
	Iteration 13Q: 3 clusters Score -2.313624e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121682 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -23136654.000000 Penalty: 6049.482422
	Iteration 14Q: 3 clusters Score -2.313665e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -23137040.000000 Penalty: 6049.482422
	Iteration 15Q: 3 clusters Score -2.313704e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124643 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -23137330.000000 Penalty: 6049.482422
	Iteration 16Q: 3 clusters Score -2.313733e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126217 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -23137670.000000 Penalty: 6049.482422
	Iteration 17Q: 3 clusters Score -2.313767e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127782 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -23138002.000000 Penalty: 6049.482422
	Iteration 18Q: 3 clusters Score -2.3138e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -23138392.000000 Penalty: 6049.482422
	Iteration 19Q: 3 clusters Score -2.313839e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -23138536.000000 Penalty: 6049.482422
	Iteration 20F: 3 clusters Score -2.313854e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -23138730.000000 Penalty: 6049.482422
	Iteration 21Q: 3 clusters Score -2.313873e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134156 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -23138988.000000 Penalty: 6049.482422
	Iteration 22Q: 3 clusters Score -2.313899e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -23139338.000000 Penalty: 6049.482422
	Iteration 23Q: 3 clusters Score -2.313934e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -23139624.000000 Penalty: 6049.482422
	Iteration 24Q: 3 clusters Score -2.313962e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -23139964.000000 Penalty: 6049.482422
	Iteration 25Q: 3 clusters Score -2.313996e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140741 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -23140428.000000 Penalty: 6049.482422
	Iteration 26Q: 3 clusters Score -2.314043e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -23140876.000000 Penalty: 6049.482422
	Iteration 27Q: 3 clusters Score -2.314088e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -23141292.000000 Penalty: 6049.482422
	Iteration 28Q: 3 clusters Score -2.314129e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146015 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -23141464.000000 Penalty: 6049.482422
	Iteration 29Q: 3 clusters Score -2.314146e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147797 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -23141854.000000 Penalty: 6049.482422
	Iteration 30Q: 3 clusters Score -2.314185e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -23142216.000000 Penalty: 6049.482422
	Iteration 31Q: 3 clusters Score -2.314222e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151452 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -23142630.000000 Penalty: 6049.482422
	Iteration 32Q: 3 clusters Score -2.314263e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -23143190.000000 Penalty: 6049.482422
	Iteration 33Q: 3 clusters Score -2.314319e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155327 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -23143560.000000 Penalty: 6049.482422
	Iteration 34Q: 3 clusters Score -2.314356e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -23143938.000000 Penalty: 6049.482422
	Iteration 35Q: 3 clusters Score -2.314394e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -23144202.000000 Penalty: 6049.482422
	Iteration 36Q: 3 clusters Score -2.31442e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -23144514.000000 Penalty: 6049.482422
	Iteration 37Q: 3 clusters Score -2.314451e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -23144936.000000 Penalty: 6049.482422
	Iteration 38Q: 3 clusters Score -2.314494e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -23145322.000000 Penalty: 6049.482422
	Iteration 39Q: 3 clusters Score -2.314532e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -23145834.000000 Penalty: 6049.482422
	Iteration 40F: 3 clusters Score -2.314583e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -23146288.000000 Penalty: 6049.482422
	Iteration 41Q: 3 clusters Score -2.314629e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -23146848.000000 Penalty: 6049.482422
	Iteration 42Q: 3 clusters Score -2.314685e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173362 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -23147344.000000 Penalty: 6049.482422
	Iteration 43Q: 3 clusters Score -2.314734e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175241 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -23147848.000000 Penalty: 6049.482422
	Iteration 44Q: 3 clusters Score -2.314785e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177096 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -23148378.000000 Penalty: 6049.482422
	Iteration 45Q: 3 clusters Score -2.314838e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -23148758.000000 Penalty: 6049.482422
	Iteration 46Q: 3 clusters Score -2.314876e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180533 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -23149220.000000 Penalty: 6049.482422
	Iteration 47Q: 3 clusters Score -2.314922e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182102 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -23149678.000000 Penalty: 6049.482422
	Iteration 48Q: 3 clusters Score -2.314968e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -23150070.000000 Penalty: 6049.482422
	Iteration 49Q: 3 clusters Score -2.315007e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184909 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -23150518.000000 Penalty: 6049.482422
	Iteration 50Q: 3 clusters Score -2.315052e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -23150750.000000 Penalty: 6049.482422
	Iteration 51Q: 3 clusters Score -2.315075e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187207 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -23151028.000000 Penalty: 6049.482422
	Iteration 52Q: 3 clusters Score -2.315103e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188187 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -23151154.000000 Penalty: 6049.482422
	Iteration 53Q: 3 clusters Score -2.315115e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -23151336.000000 Penalty: 6049.482422
	Iteration 54Q: 3 clusters Score -2.315134e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -23151448.000000 Penalty: 6049.482422
	Iteration 55Q: 3 clusters Score -2.315145e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190413 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -23151500.000000 Penalty: 6049.482422
	Iteration 56Q: 3 clusters Score -2.31515e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191000 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -23151602.000000 Penalty: 6049.482422
	Iteration 57Q: 3 clusters Score -2.31516e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -23151758.000000 Penalty: 6049.482422
	Iteration 58Q: 3 clusters Score -2.315176e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192031 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -23151846.000000 Penalty: 6049.482422
	Iteration 59Q: 3 clusters Score -2.315185e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192427 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -23151894.000000 Penalty: 6049.482422
	Iteration 60F: 3 clusters Score -2.315189e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192833 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -23151990.000000 Penalty: 6049.482422
	Iteration 61Q: 3 clusters Score -2.315199e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193162 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -23152034.000000 Penalty: 6049.482422
	Iteration 62Q: 3 clusters Score -2.315203e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193466 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -23152046.000000 Penalty: 6049.482422
	Iteration 63Q: 3 clusters Score -2.315205e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193748 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -23152108.000000 Penalty: 6049.482422
	Iteration 64Q: 3 clusters Score -2.315211e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193986 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -23152154.000000 Penalty: 6049.482422
	Iteration 65Q: 3 clusters Score -2.315215e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194183 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -23152162.000000 Penalty: 6049.482422
	Iteration 66Q: 3 clusters Score -2.315216e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194346 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -23152288.000000 Penalty: 6049.482422
	Iteration 67Q: 3 clusters Score -2.315229e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194493 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -23152312.000000 Penalty: 6049.482422
	Iteration 68Q: 3 clusters Score -2.315231e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194618 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -23152318.000000 Penalty: 6049.482422
	Iteration 69Q: 3 clusters Score -2.315232e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194731 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -23152368.000000 Penalty: 6049.482422
	Iteration 70Q: 3 clusters Score -2.315237e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194833 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -23152366.000000 Penalty: 6049.482422
	Iteration 71Q: 3 clusters Score -2.315237e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194912 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -23152398.000000 Penalty: 6049.482422
	Iteration 72Q: 3 clusters Score -2.31524e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194981 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -23152404.000000 Penalty: 6049.482422
	Iteration 73Q: 3 clusters Score -2.31524e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195045 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -23152416.000000 Penalty: 6049.482422
	Iteration 74Q: 3 clusters Score -2.315242e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23152436.000000 Penalty: 6049.482422
	Iteration 75Q: 3 clusters Score -2.315244e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -23152412.000000 Penalty: 6049.482422
	Iteration 76Q: 3 clusters Score -2.315241e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195202 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23152428.000000 Penalty: 6049.482422
	Iteration 77Q: 3 clusters Score -2.315243e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195265 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -23152422.000000 Penalty: 6049.482422
	Iteration 78Q: 3 clusters Score -2.315242e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23152442.000000 Penalty: 6049.482422
	Iteration 79Q: 3 clusters Score -2.315244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195374 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -23152458.000000 Penalty: 6049.482422
	Iteration 80F: 3 clusters Score -2.315246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195407 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -23152452.000000 Penalty: 6049.482422
	Iteration 81Q: 3 clusters Score -2.315245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195454 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -23152480.000000 Penalty: 6049.482422
	Iteration 82Q: 3 clusters Score -2.315248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195496 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23152468.000000 Penalty: 6049.482422
	Iteration 83Q: 3 clusters Score -2.315247e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195538 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23152502.000000 Penalty: 6049.482422
	Iteration 84Q: 3 clusters Score -2.31525e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195576 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23152508.000000 Penalty: 6049.482422
	Iteration 85Q: 3 clusters Score -2.315251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195608 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -23152498.000000 Penalty: 6049.482422
	Iteration 86Q: 3 clusters Score -2.31525e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195646 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23152514.000000 Penalty: 6049.482422
	Iteration 87Q: 3 clusters Score -2.315251e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195668 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23152562.000000 Penalty: 6049.482422
	Iteration 88Q: 3 clusters Score -2.315256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195689 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -23152570.000000 Penalty: 6049.482422
	Iteration 89Q: 3 clusters Score -2.315257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195709 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -23152602.000000 Penalty: 6049.482422
	Iteration 90Q: 3 clusters Score -2.31526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195729 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -23152592.000000 Penalty: 6049.482422
	Iteration 91Q: 3 clusters Score -2.315259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195739 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -23152588.000000 Penalty: 6049.482422
	Iteration 92Q: 3 clusters Score -2.315259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195746 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23152574.000000 Penalty: 6049.482422
	Iteration 93Q: 3 clusters Score -2.315257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195757 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -23152594.000000 Penalty: 6049.482422
	Iteration 94Q: 3 clusters Score -2.315259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195773 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -23152578.000000 Penalty: 6049.482422
	Iteration 95Q: 3 clusters Score -2.315258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195790 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23152606.000000 Penalty: 6049.482422
	Iteration 96Q: 3 clusters Score -2.315261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195808 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23152630.000000 Penalty: 6049.482422
	Iteration 97Q: 3 clusters Score -2.315263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195822 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -23152630.000000 Penalty: 6049.482422
	Iteration 98Q: 3 clusters Score -2.315263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195838 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -23152646.000000 Penalty: 6049.482422
	Iteration 99Q: 3 clusters Score -2.315265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195850 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -23152622.000000 Penalty: 6049.482422
	Iteration 100F: 3 clusters Score -2.315262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195858 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -23152628.000000 Penalty: 6049.482422
	Iteration 101Q: 3 clusters Score -2.315263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195858 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -23152624.000000 Penalty: 6049.482422
	Iteration 102Q: 3 clusters Score -2.315262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195863 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -23152632.000000 Penalty: 6049.482422
	Iteration 103Q: 3 clusters Score -2.315263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23152644.000000 Penalty: 6049.482422
	Iteration 104Q: 3 clusters Score -2.315264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195871 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -23152622.000000 Penalty: 6049.482422
	Iteration 105Q: 3 clusters Score -2.315262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195877 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23152622.000000 Penalty: 6049.482422
	Iteration 106Q: 3 clusters Score -2.315262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195884 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -23152640.000000 Penalty: 6049.482422
	Iteration 107Q: 3 clusters Score -2.315264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195892 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23152616.000000 Penalty: 6049.482422
	Iteration 108Q: 3 clusters Score -2.315262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195895 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23152638.000000 Penalty: 6049.482422
	Iteration 109Q: 3 clusters Score -2.315264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23152654.000000 Penalty: 6049.482422
	Iteration 110Q: 3 clusters Score -2.315265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195899 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -23152644.000000 Penalty: 6049.482422
	Iteration 111Q: 3 clusters Score -2.315264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195906 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23152650.000000 Penalty: 6049.482422
	Iteration 112Q: 3 clusters Score -2.315265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195908 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23152668.000000 Penalty: 6049.482422
	Iteration 113Q: 3 clusters Score -2.315267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195911 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23152650.000000 Penalty: 6049.482422
	Iteration 114Q: 3 clusters Score -2.315265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23152658.000000 Penalty: 6049.482422
	Iteration 115Q: 3 clusters Score -2.315266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195921 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -23152648.000000 Penalty: 6049.482422
	Iteration 116Q: 3 clusters Score -2.315265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195924 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -23152644.000000 Penalty: 6049.482422
	Iteration 117Q: 3 clusters Score -2.315264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -23152658.000000 Penalty: 6049.482422
	Iteration 118Q: 3 clusters Score -2.315266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -23152666.000000 Penalty: 6049.482422
	Iteration 119Q: 3 clusters Score -2.315267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195934 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -23152666.000000 Penalty: 6049.482422
	Iteration 120F: 3 clusters Score -2.315267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195938 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23152652.000000 Penalty: 6049.482422
	Iteration 121Q: 3 clusters Score -2.315265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23152664.000000 Penalty: 6049.482422
	Iteration 122Q: 3 clusters Score -2.315266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23152668.000000 Penalty: 6049.482422
	Iteration 123Q: 3 clusters Score -2.315267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -23152664.000000 Penalty: 6049.482422
	Iteration 124Q: 3 clusters Score -2.315266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -23152652.000000 Penalty: 6049.482422
	Iteration 125Q: 3 clusters Score -2.315265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23152632.000000 Penalty: 6049.482422
	Iteration 126Q: 3 clusters Score -2.315263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23152624.000000 Penalty: 6049.482422
	Iteration 127Q: 3 clusters Score -2.315262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195948 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23152636.000000 Penalty: 6049.482422
	Iteration 128Q: 3 clusters Score -2.315264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195947 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -23152640.000000 Penalty: 6049.482422
	Iteration 129Q: 3 clusters Score -2.315264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195947 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -23152652.000000 Penalty: 6049.482422
	Iteration 130Q: 3 clusters Score -2.315265e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23152662.000000 Penalty: 6049.482422
	Iteration 131Q: 3 clusters Score -2.315266e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23152666.000000 Penalty: 6049.482422
	Iteration 132Q: 3 clusters Score -2.315267e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195950 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -23152682.000000 Penalty: 6049.482422
	Iteration 133Q: 3 clusters Score -2.315268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195954 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -23152700.000000 Penalty: 6049.482422
	Iteration 134Q: 3 clusters Score -2.31527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195949 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23152714.000000 Penalty: 6049.482422
	Iteration 135Q: 3 clusters Score -2.315271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195955 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23152738.000000 Penalty: 6049.482422
	Iteration 136Q: 3 clusters Score -2.315274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195960 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -23152758.000000 Penalty: 6049.482422
	Iteration 137Q: 3 clusters Score -2.315276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195970 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -23152732.000000 Penalty: 6049.482422
	Iteration 138Q: 3 clusters Score -2.315273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195980 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23152710.000000 Penalty: 6049.482422
	Iteration 139Q: 3 clusters Score -2.315271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195988 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -23152708.000000 Penalty: 6049.482422
	Iteration 140F: 3 clusters Score -2.315271e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23152694.000000 Penalty: 6049.482422
	Iteration 141Q: 3 clusters Score -2.315269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -23152702.000000 Penalty: 6049.482422
	Iteration 142Q: 3 clusters Score -2.31527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195984 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -23152710.000000 Penalty: 6049.482422
	Iteration 143Q: 3 clusters Score -2.315271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195987 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -23152724.000000 Penalty: 6049.482422
	Iteration 144Q: 3 clusters Score -2.315272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196000 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23152744.000000 Penalty: 6049.482422
	Iteration 145Q: 3 clusters Score -2.315274e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196012 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23152736.000000 Penalty: 6049.482422
	Iteration 146Q: 3 clusters Score -2.315274e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196012 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23152796.000000 Penalty: 6049.482422
	Iteration 147Q: 3 clusters Score -2.31528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196010 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23152790.000000 Penalty: 6049.482422
	Iteration 148Q: 3 clusters Score -2.315279e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196012 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23152770.000000 Penalty: 6049.482422
	Iteration 149Q: 3 clusters Score -2.315277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196014 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -23152810.000000 Penalty: 6049.482422
	Iteration 150Q: 3 clusters Score -2.315281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196008 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23152820.000000 Penalty: 6049.482422
	Iteration 151Q: 3 clusters Score -2.315282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196003 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23152848.000000 Penalty: 6049.482422
	Iteration 152Q: 3 clusters Score -2.315285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195997 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -23152836.000000 Penalty: 6049.482422
	Iteration 153Q: 3 clusters Score -2.315284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -23152842.000000 Penalty: 6049.482422
	Iteration 154Q: 3 clusters Score -2.315284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23152844.000000 Penalty: 6049.482422
	Iteration 155Q: 3 clusters Score -2.315284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23152820.000000 Penalty: 6049.482422
	Iteration 156Q: 3 clusters Score -2.315282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23152834.000000 Penalty: 6049.482422
	Iteration 157Q: 3 clusters Score -2.315283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195983 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23152856.000000 Penalty: 6049.482422
	Iteration 158Q: 3 clusters Score -2.315286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195980 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23152874.000000 Penalty: 6049.482422
	Iteration 159Q: 3 clusters Score -2.315287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195973 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23152870.000000 Penalty: 6049.482422
	Iteration 160F: 3 clusters Score -2.315287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -23152848.000000 Penalty: 6049.482422
	Iteration 161Q: 3 clusters Score -2.315285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195955 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23152870.000000 Penalty: 6049.482422
	Iteration 162Q: 3 clusters Score -2.315287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23152860.000000 Penalty: 6049.482422
	Iteration 163Q: 3 clusters Score -2.315286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195938 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23152844.000000 Penalty: 6049.482422
	Iteration 164Q: 3 clusters Score -2.315284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195929 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -23152840.000000 Penalty: 6049.482422
	Iteration 165Q: 3 clusters Score -2.315284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195920 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -23152836.000000 Penalty: 6049.482422
	Iteration 166Q: 3 clusters Score -2.315284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195906 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -23152852.000000 Penalty: 6049.482422
	Iteration 167Q: 3 clusters Score -2.315285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195896 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -23152870.000000 Penalty: 6049.482422
	Iteration 168Q: 3 clusters Score -2.315287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195884 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -23152872.000000 Penalty: 6049.482422
	Iteration 169Q: 3 clusters Score -2.315287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195876 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -23152864.000000 Penalty: 6049.482422
	Iteration 170Q: 3 clusters Score -2.315286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195855 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -23152868.000000 Penalty: 6049.482422
	Iteration 171Q: 3 clusters Score -2.315287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -23152874.000000 Penalty: 6049.482422
	Iteration 172Q: 3 clusters Score -2.315287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195821 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -23152900.000000 Penalty: 6049.482422
	Iteration 173Q: 3 clusters Score -2.31529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195817 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23152898.000000 Penalty: 6049.482422
	Iteration 174Q: 3 clusters Score -2.31529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195814 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23152888.000000 Penalty: 6049.482422
	Iteration 175Q: 3 clusters Score -2.315289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -23152882.000000 Penalty: 6049.482422
	Iteration 176Q: 3 clusters Score -2.315288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195803 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -23152890.000000 Penalty: 6049.482422
	Iteration 177Q: 3 clusters Score -2.315289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195802 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -23152908.000000 Penalty: 6049.482422
	Iteration 178Q: 3 clusters Score -2.315291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195795 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -23152918.000000 Penalty: 6049.482422
	Iteration 179Q: 3 clusters Score -2.315292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195792 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -23152926.000000 Penalty: 6049.482422
	Iteration 180F: 3 clusters Score -2.315293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195787 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23152922.000000 Penalty: 6049.482422
	Iteration 181Q: 3 clusters Score -2.315292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195780 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -23152916.000000 Penalty: 6049.482422
	Iteration 182Q: 3 clusters Score -2.315292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195791 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -23152904.000000 Penalty: 6049.482422
	Iteration 183Q: 3 clusters Score -2.31529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195790 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23152942.000000 Penalty: 6049.482422
	Iteration 184Q: 3 clusters Score -2.315294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195785 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -23152926.000000 Penalty: 6049.482422
	Iteration 185Q: 3 clusters Score -2.315293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195771 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23152930.000000 Penalty: 6049.482422
	Iteration 186Q: 3 clusters Score -2.315293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195762 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -23152912.000000 Penalty: 6049.482422
	Iteration 187Q: 3 clusters Score -2.315291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195758 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -23152910.000000 Penalty: 6049.482422
	Iteration 188Q: 3 clusters Score -2.315291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23152900.000000 Penalty: 6049.482422
	Iteration 189Q: 3 clusters Score -2.31529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195737 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -23152908.000000 Penalty: 6049.482422
	Iteration 190Q: 3 clusters Score -2.315291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195738 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -23152926.000000 Penalty: 6049.482422
	Iteration 191Q: 3 clusters Score -2.315293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195726 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -23152944.000000 Penalty: 6049.482422
	Iteration 192Q: 3 clusters Score -2.315294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -23152932.000000 Penalty: 6049.482422
	Iteration 193Q: 3 clusters Score -2.315293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195698 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -23152938.000000 Penalty: 6049.482422
	Iteration 194Q: 3 clusters Score -2.315294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195693 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -23152940.000000 Penalty: 6049.482422
	Iteration 195Q: 3 clusters Score -2.315294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -23152934.000000 Penalty: 6049.482422
	Iteration 196Q: 3 clusters Score -2.315293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195684 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23152942.000000 Penalty: 6049.482422
	Iteration 197Q: 3 clusters Score -2.315294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195684 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23152948.000000 Penalty: 6049.482422
	Iteration 198Q: 3 clusters Score -2.315295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195672 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -23152904.000000 Penalty: 6049.482422
	Iteration 199Q: 3 clusters Score -2.31529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195659 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -23152922.000000 Penalty: 6049.482422
	Iteration 200F: 3 clusters Score -2.315292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195644 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -23152908.000000 Penalty: 6049.482422
	Iteration 201Q: 3 clusters Score -2.315291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -23152926.000000 Penalty: 6049.482422
	Iteration 202Q: 3 clusters Score -2.315293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195636 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -23152904.000000 Penalty: 6049.482422
	Iteration 203Q: 3 clusters Score -2.31529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195634 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23152882.000000 Penalty: 6049.482422
	Iteration 204Q: 3 clusters Score -2.315288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195631 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23152882.000000 Penalty: 6049.482422
	Iteration 205Q: 3 clusters Score -2.315288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195614 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -23152900.000000 Penalty: 6049.482422
	Iteration 206Q: 3 clusters Score -2.31529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195598 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -23152892.000000 Penalty: 6049.482422
	Iteration 207Q: 3 clusters Score -2.315289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195579 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -23152906.000000 Penalty: 6049.482422
	Iteration 208Q: 3 clusters Score -2.315291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195564 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -23152906.000000 Penalty: 6049.482422
	Iteration 209Q: 3 clusters Score -2.315291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195550 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23152882.000000 Penalty: 6049.482422
	Iteration 210Q: 3 clusters Score -2.315288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195538 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23152890.000000 Penalty: 6049.482422
	Iteration 211Q: 3 clusters Score -2.315289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195524 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23152912.000000 Penalty: 6049.482422
	Iteration 212Q: 3 clusters Score -2.315291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -23152914.000000 Penalty: 6049.482422
	Iteration 213Q: 3 clusters Score -2.315291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195505 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23152920.000000 Penalty: 6049.482422
	Iteration 214Q: 3 clusters Score -2.315292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195503 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23152924.000000 Penalty: 6049.482422
	Iteration 215Q: 3 clusters Score -2.315292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195504 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23152934.000000 Penalty: 6049.482422
	Iteration 216Q: 3 clusters Score -2.315293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195503 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23152936.000000 Penalty: 6049.482422
	Iteration 217Q: 3 clusters Score -2.315294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195495 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -23152920.000000 Penalty: 6049.482422
	Iteration 218Q: 3 clusters Score -2.315292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195489 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23152936.000000 Penalty: 6049.482422
	Iteration 219Q: 3 clusters Score -2.315294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195488 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -23152932.000000 Penalty: 6049.482422
	Iteration 220F: 3 clusters Score -2.315293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195487 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23152936.000000 Penalty: 6049.482422
	Iteration 221Q: 3 clusters Score -2.315294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195487 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23152928.000000 Penalty: 6049.482422
	Iteration 222Q: 3 clusters Score -2.315293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195484 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23152926.000000 Penalty: 6049.482422
	Iteration 223Q: 3 clusters Score -2.315293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195479 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23152944.000000 Penalty: 6049.482422
	Iteration 224Q: 3 clusters Score -2.315294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195476 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -23152938.000000 Penalty: 6049.482422
	Iteration 225Q: 3 clusters Score -2.315294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195474 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -23152952.000000 Penalty: 6049.482422
	Iteration 226Q: 3 clusters Score -2.315295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195472 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23152946.000000 Penalty: 6049.482422
	Iteration 227Q: 3 clusters Score -2.315295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23152918.000000 Penalty: 6049.482422
	Iteration 228Q: 3 clusters Score -2.315292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195472 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23152942.000000 Penalty: 6049.482422
	Iteration 229Q: 3 clusters Score -2.315294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195472 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23152942.000000 Penalty: 6049.482422
	Iteration 230F: 3 clusters Score -2.315294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -625516.687500 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -625516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -620608.437500 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -620608.4 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -621987.750000 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -621987.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -622399.812500 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -622399.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -622744.187500 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -622744.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -623017.500000 Penalty: 4285.499023
	Iteration 4F: 3 clusters Score -623017.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -623252.125000 Penalty: 4285.499023
	Iteration 5F: 3 clusters Score -623252.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -623472.187500 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -623472.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -623706.125000 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -623706.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -623932.375000 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -623932.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -624156.125000 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -624156.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -624455.375000 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -624455.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -624981.625000 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -624981.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -625832.625000 Penalty: 4285.499023
	Iteration 12F: 3 clusters Score -625832.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -626555.937500 Penalty: 4285.499023
	Iteration 13F: 3 clusters Score -626555.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -626772.750000 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -626772.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -626821.125000 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -626821.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -626839.437500 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -626839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -626854.125000 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -626854.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -626869.750000 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -626869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -626882.687500 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -626882.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -626901.312500 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -626901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -626920.312500 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -626920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -626937.187500 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -626937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -626958.125000 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -626958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -626971.312500 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -626971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -626984.187500 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -626984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -627006.437500 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -627006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -627021.125000 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -627021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -627023.437500 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -627023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -627024.250000 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -627024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -627024.062500 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -627024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -627024.062500 Penalty: 4285.499023
	Iteration 31F: 3 clusters Score -627024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 213575 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3954 members 
Entering Unmasked Estep 
Score: -183968480.000000 Penalty: 106334.703125
Splitting cluster 5 changes total score from -183966800.000000 to -183968480.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (198810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198810 members 
Entering Unmasked Estep 
Score: -23479848.000000 Penalty: 3025.625977
	Iteration 0F: 2 clusters Score -2.347985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
Score: -23348268.000000 Penalty: 6051.251953
	Iteration 0F: 3 clusters Score -2.334827e+07 nChanged 95673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -23404422.000000 Penalty: 6051.251953
	Iteration 1F: 3 clusters Score -2.340442e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -23405968.000000 Penalty: 6051.251953
	Iteration 2Q: 3 clusters Score -2.340597e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -23407904.000000 Penalty: 6051.251953
	Iteration 3Q: 3 clusters Score -2.34079e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113163 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -23410868.000000 Penalty: 6051.251953
	Iteration 4Q: 3 clusters Score -2.341087e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -23415340.000000 Penalty: 6051.251953
	Iteration 5Q: 3 clusters Score -2.341534e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -23422396.000000 Penalty: 6051.251953
	Iteration 6F: 3 clusters Score -2.34224e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142687 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -23432298.000000 Penalty: 6051.251953
	Iteration 7F: 3 clusters Score -2.34323e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -23444072.000000 Penalty: 6051.251953
	Iteration 8F: 3 clusters Score -2.344407e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -23454722.000000 Penalty: 6051.251953
	Iteration 9F: 3 clusters Score -2.345472e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173766 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -23462126.000000 Penalty: 6051.251953
	Iteration 10Q: 3 clusters Score -2.346213e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -23466704.000000 Penalty: 6051.251953
	Iteration 11Q: 3 clusters Score -2.34667e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181868 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -23469332.000000 Penalty: 6051.251953
	Iteration 12Q: 3 clusters Score -2.346933e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -23471014.000000 Penalty: 6051.251953
	Iteration 13Q: 3 clusters Score -2.347101e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -23472224.000000 Penalty: 6051.251953
	Iteration 14Q: 3 clusters Score -2.347222e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188540 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -23473094.000000 Penalty: 6051.251953
	Iteration 15Q: 3 clusters Score -2.347309e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190190 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -23473948.000000 Penalty: 6051.251953
	Iteration 16Q: 3 clusters Score -2.347395e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191563 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -23474664.000000 Penalty: 6051.251953
	Iteration 17Q: 3 clusters Score -2.347466e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192743 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -23475162.000000 Penalty: 6051.251953
	Iteration 18Q: 3 clusters Score -2.347516e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193713 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -23475456.000000 Penalty: 6051.251953
	Iteration 19Q: 3 clusters Score -2.347546e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194504 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -23475794.000000 Penalty: 6051.251953
	Iteration 20F: 3 clusters Score -2.347579e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195148 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -23475954.000000 Penalty: 6051.251953
	Iteration 21Q: 3 clusters Score -2.347595e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195669 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -23476218.000000 Penalty: 6051.251953
	Iteration 22Q: 3 clusters Score -2.347622e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196081 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -23476410.000000 Penalty: 6051.251953
	Iteration 23Q: 3 clusters Score -2.347641e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196400 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -23476578.000000 Penalty: 6051.251953
	Iteration 24Q: 3 clusters Score -2.347658e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196681 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23476680.000000 Penalty: 6051.251953
	Iteration 25Q: 3 clusters Score -2.347668e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196890 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -23476792.000000 Penalty: 6051.251953
	Iteration 26Q: 3 clusters Score -2.347679e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23476882.000000 Penalty: 6051.251953
	Iteration 27Q: 3 clusters Score -2.347688e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197209 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -23477012.000000 Penalty: 6051.251953
	Iteration 28Q: 3 clusters Score -2.347701e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197318 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23477056.000000 Penalty: 6051.251953
	Iteration 29Q: 3 clusters Score -2.347706e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197407 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -23477096.000000 Penalty: 6051.251953
	Iteration 30Q: 3 clusters Score -2.34771e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197484 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23477092.000000 Penalty: 6051.251953
	Iteration 31Q: 3 clusters Score -2.347709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197553 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23477116.000000 Penalty: 6051.251953
	Iteration 32Q: 3 clusters Score -2.347712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197615 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -23477142.000000 Penalty: 6051.251953
	Iteration 33Q: 3 clusters Score -2.347714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197657 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -23477182.000000 Penalty: 6051.251953
	Iteration 34Q: 3 clusters Score -2.347718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197689 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23477194.000000 Penalty: 6051.251953
	Iteration 35Q: 3 clusters Score -2.347719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197730 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23477218.000000 Penalty: 6051.251953
	Iteration 36Q: 3 clusters Score -2.347722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197757 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23477206.000000 Penalty: 6051.251953
	Iteration 37Q: 3 clusters Score -2.347721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197797 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -23477232.000000 Penalty: 6051.251953
	Iteration 38Q: 3 clusters Score -2.347723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197813 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -23477248.000000 Penalty: 6051.251953
	Iteration 39Q: 3 clusters Score -2.347725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197828 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -23477266.000000 Penalty: 6051.251953
	Iteration 40F: 3 clusters Score -2.347727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197841 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23477264.000000 Penalty: 6051.251953
	Iteration 41Q: 3 clusters Score -2.347726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -23477276.000000 Penalty: 6051.251953
	Iteration 42Q: 3 clusters Score -2.347728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197876 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23477290.000000 Penalty: 6051.251953
	Iteration 43Q: 3 clusters Score -2.347729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197888 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -23477306.000000 Penalty: 6051.251953
	Iteration 44Q: 3 clusters Score -2.347731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23477304.000000 Penalty: 6051.251953
	Iteration 45Q: 3 clusters Score -2.34773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197903 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -23477314.000000 Penalty: 6051.251953
	Iteration 46Q: 3 clusters Score -2.347731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23477306.000000 Penalty: 6051.251953
	Iteration 47Q: 3 clusters Score -2.347731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197919 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23477320.000000 Penalty: 6051.251953
	Iteration 48Q: 3 clusters Score -2.347732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23477322.000000 Penalty: 6051.251953
	Iteration 49Q: 3 clusters Score -2.347732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197924 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -23477306.000000 Penalty: 6051.251953
	Iteration 50Q: 3 clusters Score -2.347731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -23477310.000000 Penalty: 6051.251953
	Iteration 51Q: 3 clusters Score -2.347731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197927 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23477310.000000 Penalty: 6051.251953
	Iteration 52Q: 3 clusters Score -2.347731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -23477290.000000 Penalty: 6051.251953
	Iteration 53Q: 3 clusters Score -2.347729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197931 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -23477316.000000 Penalty: 6051.251953
	Iteration 54Q: 3 clusters Score -2.347732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197933 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -23477304.000000 Penalty: 6051.251953
	Iteration 55Q: 3 clusters Score -2.34773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197935 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23477306.000000 Penalty: 6051.251953
	Iteration 56Q: 3 clusters Score -2.347731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23477310.000000 Penalty: 6051.251953
	Iteration 57Q: 3 clusters Score -2.347731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197938 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -23477308.000000 Penalty: 6051.251953
	Iteration 58Q: 3 clusters Score -2.347731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197939 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23477318.000000 Penalty: 6051.251953
	Iteration 59Q: 3 clusters Score -2.347732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197940 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -23477310.000000 Penalty: 6051.251953
	Iteration 60F: 3 clusters Score -2.347731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Entering Unmasked Estep 
Score: -9162076.000000 Penalty: 2791.431641
	Iteration 0F: 2 clusters Score -9162076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -9110195.000000 Penalty: 5582.863281
	Iteration 0F: 3 clusters Score -9110195 nChanged 36235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -9130947.000000 Penalty: 5582.863281
	Iteration 1F: 3 clusters Score -9130947 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -9131683.000000 Penalty: 5582.863281
	Iteration 2Q: 3 clusters Score -9131683 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -9132487.000000 Penalty: 5582.863281
	Iteration 3Q: 3 clusters Score -9132487 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -9133509.000000 Penalty: 5582.863281
	Iteration 4Q: 3 clusters Score -9133509 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -9135026.000000 Penalty: 5582.863281
	Iteration 5Q: 3 clusters Score -9135026 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -9137530.000000 Penalty: 5582.863281
	Iteration 6F: 3 clusters Score -9137530 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -9141487.000000 Penalty: 5582.863281
	Iteration 7F: 3 clusters Score -9141487 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -9146678.000000 Penalty: 5582.863281
	Iteration 8F: 3 clusters Score -9146678 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -9151754.000000 Penalty: 5582.863281
	Iteration 9F: 3 clusters Score -9151754 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -9155297.000000 Penalty: 5582.863281
	Iteration 10F: 3 clusters Score -9155297 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -9157305.000000 Penalty: 5582.863281
	Iteration 11Q: 3 clusters Score -9157305 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9158277.000000 Penalty: 5582.863281
	Iteration 12Q: 3 clusters Score -9158277 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -9158923.000000 Penalty: 5582.863281
	Iteration 13Q: 3 clusters Score -9158923 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9159301.000000 Penalty: 5582.863281
	Iteration 14Q: 3 clusters Score -9159301 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -9159583.000000 Penalty: 5582.863281
	Iteration 15Q: 3 clusters Score -9159583 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -9159768.000000 Penalty: 5582.863281
	Iteration 16Q: 3 clusters Score -9159768 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -9159913.000000 Penalty: 5582.863281
	Iteration 17Q: 3 clusters Score -9159913 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9160051.000000 Penalty: 5582.863281
	Iteration 18Q: 3 clusters Score -9160051 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9160150.000000 Penalty: 5582.863281
	Iteration 19Q: 3 clusters Score -9160150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -9160216.000000 Penalty: 5582.863281
	Iteration 20F: 3 clusters Score -9160216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9160225.000000 Penalty: 5582.863281
	Iteration 21Q: 3 clusters Score -9160225 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9160280.000000 Penalty: 5582.863281
	Iteration 22Q: 3 clusters Score -9160280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9160315.000000 Penalty: 5582.863281
	Iteration 23Q: 3 clusters Score -9160315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9160330.000000 Penalty: 5582.863281
	Iteration 24Q: 3 clusters Score -9160330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -9160342.000000 Penalty: 5582.863281
	Iteration 25Q: 3 clusters Score -9160342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9160338.000000 Penalty: 5582.863281
	Iteration 26Q: 3 clusters Score -9160338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9160344.000000 Penalty: 5582.863281
	Iteration 27Q: 3 clusters Score -9160344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9160339.000000 Penalty: 5582.863281
	Iteration 28Q: 3 clusters Score -9160339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9160353.000000 Penalty: 5582.863281
	Iteration 29Q: 3 clusters Score -9160353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9160363.000000 Penalty: 5582.863281
	Iteration 30Q: 3 clusters Score -9160363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9160381.000000 Penalty: 5582.863281
	Iteration 31Q: 3 clusters Score -9160381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9160385.000000 Penalty: 5582.863281
	Iteration 32Q: 3 clusters Score -9160385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9160386.000000 Penalty: 5582.863281
	Iteration 33Q: 3 clusters Score -9160386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9160377.000000 Penalty: 5582.863281
	Iteration 34Q: 3 clusters Score -9160377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9160387.000000 Penalty: 5582.863281
	Iteration 35Q: 3 clusters Score -9160387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9160385.000000 Penalty: 5582.863281
	Iteration 36Q: 3 clusters Score -9160385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9160388.000000 Penalty: 5582.863281
	Iteration 37Q: 3 clusters Score -9160388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9160395.000000 Penalty: 5582.863281
	Iteration 38Q: 3 clusters Score -9160395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9160390.000000 Penalty: 5582.863281
	Iteration 39Q: 3 clusters Score -9160390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9160399.000000 Penalty: 5582.863281
	Iteration 40F: 3 clusters Score -9160399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Entering Unmasked Estep 
Score: -5549018.000000 Penalty: 2666.090332
	Iteration 0F: 2 clusters Score -5549018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5517552.500000 Penalty: 5332.180664
	Iteration 0F: 3 clusters Score -5517552 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -5529366.500000 Penalty: 5332.180664
	Iteration 1F: 3 clusters Score -5529366 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5530046.500000 Penalty: 5332.180664
	Iteration 2Q: 3 clusters Score -5530046 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5530823.500000 Penalty: 5332.180664
	Iteration 3Q: 3 clusters Score -5530824 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5531892.000000 Penalty: 5332.180664
	Iteration 4Q: 3 clusters Score -5531892 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -5533193.000000 Penalty: 5332.180664
	Iteration 5F: 3 clusters Score -5533193 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -5534835.000000 Penalty: 5332.180664
	Iteration 6F: 3 clusters Score -5534835 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5536862.000000 Penalty: 5332.180664
	Iteration 7F: 3 clusters Score -5536862 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5538942.000000 Penalty: 5332.180664
	Iteration 8F: 3 clusters Score -5538942 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -5540413.000000 Penalty: 5332.180664
	Iteration 9F: 3 clusters Score -5540413 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5541165.500000 Penalty: 5332.180664
	Iteration 10Q: 3 clusters Score -5541166 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5541488.000000 Penalty: 5332.180664
	Iteration 11Q: 3 clusters Score -5541488 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5541744.000000 Penalty: 5332.180664
	Iteration 12Q: 3 clusters Score -5541744 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5541938.000000 Penalty: 5332.180664
	Iteration 13Q: 3 clusters Score -5541938 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -5542109.500000 Penalty: 5332.180664
	Iteration 14Q: 3 clusters Score -5542110 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5542297.000000 Penalty: 5332.180664
	Iteration 15Q: 3 clusters Score -5542297 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5542461.500000 Penalty: 5332.180664
	Iteration 16Q: 3 clusters Score -5542462 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -5542637.500000 Penalty: 5332.180664
	Iteration 17Q: 3 clusters Score -5542638 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -5542790.000000 Penalty: 5332.180664
	Iteration 18Q: 3 clusters Score -5542790 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5542970.500000 Penalty: 5332.180664
	Iteration 19Q: 3 clusters Score -5542970 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -5543175.500000 Penalty: 5332.180664
	Iteration 20F: 3 clusters Score -5543176 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5543333.000000 Penalty: 5332.180664
	Iteration 21Q: 3 clusters Score -5543333 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -5543482.000000 Penalty: 5332.180664
	Iteration 22Q: 3 clusters Score -5543482 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5543608.500000 Penalty: 5332.180664
	Iteration 23Q: 3 clusters Score -5543608 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5543730.500000 Penalty: 5332.180664
	Iteration 24Q: 3 clusters Score -5543730 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -5543858.500000 Penalty: 5332.180664
	Iteration 25Q: 3 clusters Score -5543858 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -5543963.500000 Penalty: 5332.180664
	Iteration 26Q: 3 clusters Score -5543964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5544067.500000 Penalty: 5332.180664
	Iteration 27Q: 3 clusters Score -5544068 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5544173.500000 Penalty: 5332.180664
	Iteration 28Q: 3 clusters Score -5544174 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5544318.500000 Penalty: 5332.180664
	Iteration 29Q: 3 clusters Score -5544318 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5544465.500000 Penalty: 5332.180664
	Iteration 30Q: 3 clusters Score -5544466 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -5544610.000000 Penalty: 5332.180664
	Iteration 31Q: 3 clusters Score -5544610 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5544740.500000 Penalty: 5332.180664
	Iteration 32Q: 3 clusters Score -5544740 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5544874.500000 Penalty: 5332.180664
	Iteration 33Q: 3 clusters Score -5544874 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5544982.000000 Penalty: 5332.180664
	Iteration 34Q: 3 clusters Score -5544982 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5545075.000000 Penalty: 5332.180664
	Iteration 35Q: 3 clusters Score -5545075 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5545202.500000 Penalty: 5332.180664
	Iteration 36Q: 3 clusters Score -5545202 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5545306.000000 Penalty: 5332.180664
	Iteration 37Q: 3 clusters Score -5545306 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5545454.500000 Penalty: 5332.180664
	Iteration 38Q: 3 clusters Score -5545454 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5545562.000000 Penalty: 5332.180664
	Iteration 39Q: 3 clusters Score -5545562 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -5545672.500000 Penalty: 5332.180664
	Iteration 40F: 3 clusters Score -5545672 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5545799.500000 Penalty: 5332.180664
	Iteration 41Q: 3 clusters Score -5545800 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5545918.000000 Penalty: 5332.180664
	Iteration 42Q: 3 clusters Score -5545918 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5546036.500000 Penalty: 5332.180664
	Iteration 43Q: 3 clusters Score -5546036 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5546149.500000 Penalty: 5332.180664
	Iteration 44Q: 3 clusters Score -5546150 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5546216.000000 Penalty: 5332.180664
	Iteration 45Q: 3 clusters Score -5546216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5546282.000000 Penalty: 5332.180664
	Iteration 46Q: 3 clusters Score -5546282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5546367.500000 Penalty: 5332.180664
	Iteration 47Q: 3 clusters Score -5546368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5546417.000000 Penalty: 5332.180664
	Iteration 48Q: 3 clusters Score -5546417 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5546477.000000 Penalty: 5332.180664
	Iteration 49Q: 3 clusters Score -5546477 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5546511.500000 Penalty: 5332.180664
	Iteration 50Q: 3 clusters Score -5546512 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5546557.000000 Penalty: 5332.180664
	Iteration 51Q: 3 clusters Score -5546557 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5546587.500000 Penalty: 5332.180664
	Iteration 52Q: 3 clusters Score -5546588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5546634.000000 Penalty: 5332.180664
	Iteration 53Q: 3 clusters Score -5546634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -5546665.000000 Penalty: 5332.180664
	Iteration 54Q: 3 clusters Score -5546665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5546706.000000 Penalty: 5332.180664
	Iteration 55Q: 3 clusters Score -5546706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5546735.000000 Penalty: 5332.180664
	Iteration 56Q: 3 clusters Score -5546735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5546765.500000 Penalty: 5332.180664
	Iteration 57Q: 3 clusters Score -5546766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5546780.000000 Penalty: 5332.180664
	Iteration 58Q: 3 clusters Score -5546780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -5546812.000000 Penalty: 5332.180664
	Iteration 59Q: 3 clusters Score -5546812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5546820.000000 Penalty: 5332.180664
	Iteration 60F: 3 clusters Score -5546820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5546838.500000 Penalty: 5332.180664
	Iteration 61Q: 3 clusters Score -5546838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -5546830.000000 Penalty: 5332.180664
	Iteration 62Q: 3 clusters Score -5546830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5546857.500000 Penalty: 5332.180664
	Iteration 63Q: 3 clusters Score -5546858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5546873.000000 Penalty: 5332.180664
	Iteration 64Q: 3 clusters Score -5546873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -5546879.500000 Penalty: 5332.180664
	Iteration 65Q: 3 clusters Score -5546880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5546892.500000 Penalty: 5332.180664
	Iteration 66Q: 3 clusters Score -5546892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5546909.500000 Penalty: 5332.180664
	Iteration 67Q: 3 clusters Score -5546910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -5546906.500000 Penalty: 5332.180664
	Iteration 68Q: 3 clusters Score -5546906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5546911.500000 Penalty: 5332.180664
	Iteration 69Q: 3 clusters Score -5546912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -5546908.500000 Penalty: 5332.180664
	Iteration 70Q: 3 clusters Score -5546908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5546934.500000 Penalty: 5332.180664
	Iteration 71Q: 3 clusters Score -5546934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5546935.500000 Penalty: 5332.180664
	Iteration 72Q: 3 clusters Score -5546936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -5546955.000000 Penalty: 5332.180664
	Iteration 73Q: 3 clusters Score -5546955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -5546954.500000 Penalty: 5332.180664
	Iteration 74Q: 3 clusters Score -5546954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5546967.000000 Penalty: 5332.180664
	Iteration 75Q: 3 clusters Score -5546967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -5546967.500000 Penalty: 5332.180664
	Iteration 76Q: 3 clusters Score -5546968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5546968.000000 Penalty: 5332.180664
	Iteration 77Q: 3 clusters Score -5546968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5546984.000000 Penalty: 5332.180664
	Iteration 78Q: 3 clusters Score -5546984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5546983.500000 Penalty: 5332.180664
	Iteration 79Q: 3 clusters Score -5546984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5546997.500000 Penalty: 5332.180664
	Iteration 80F: 3 clusters Score -5546998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -5546996.000000 Penalty: 5332.180664
	Iteration 81Q: 3 clusters Score -5546996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -5547001.500000 Penalty: 5332.180664
	Iteration 82Q: 3 clusters Score -5547002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -5546995.000000 Penalty: 5332.180664
	Iteration 83Q: 3 clusters Score -5546995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5546998.000000 Penalty: 5332.180664
	Iteration 84Q: 3 clusters Score -5546998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5547000.500000 Penalty: 5332.180664
	Iteration 85Q: 3 clusters Score -5547000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -5547003.500000 Penalty: 5332.180664
	Iteration 86Q: 3 clusters Score -5547004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5547007.000000 Penalty: 5332.180664
	Iteration 87Q: 3 clusters Score -5547007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -5547008.500000 Penalty: 5332.180664
	Iteration 88Q: 3 clusters Score -5547008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -5547009.500000 Penalty: 5332.180664
	Iteration 89Q: 3 clusters Score -5547010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -5547012.500000 Penalty: 5332.180664
	Iteration 90Q: 3 clusters Score -5547012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5547010.500000 Penalty: 5332.180664
	Iteration 91Q: 3 clusters Score -5547010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5547012.500000 Penalty: 5332.180664
	Iteration 92Q: 3 clusters Score -5547012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5547013.500000 Penalty: 5332.180664
	Iteration 93Q: 3 clusters Score -5547014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5547013.500000 Penalty: 5332.180664
	Iteration 94F: 3 clusters Score -5547014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Entering Unmasked Estep 
Score: -8318014.000000 Penalty: 2778.018555
	Iteration 0F: 2 clusters Score -8318014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -8269028.000000 Penalty: 5556.037109
	Iteration 0F: 3 clusters Score -8269028 nChanged 34308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8288182.000000 Penalty: 5556.037109
	Iteration 1F: 3 clusters Score -8288182 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8288987.500000 Penalty: 5556.037109
	Iteration 2Q: 3 clusters Score -8288988 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -8289877.000000 Penalty: 5556.037109
	Iteration 3Q: 3 clusters Score -8289877 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -8290922.000000 Penalty: 5556.037109
	Iteration 4Q: 3 clusters Score -8290922 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -8292128.000000 Penalty: 5556.037109
	Iteration 5Q: 3 clusters Score -8292128 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -8293447.000000 Penalty: 5556.037109
	Iteration 6Q: 3 clusters Score -8293447 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -8294825.000000 Penalty: 5556.037109
	Iteration 7Q: 3 clusters Score -8294825 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -8296242.000000 Penalty: 5556.037109
	Iteration 8Q: 3 clusters Score -8296242 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -8297564.500000 Penalty: 5556.037109
	Iteration 9Q: 3 clusters Score -8297564 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -8298943.000000 Penalty: 5556.037109
	Iteration 10Q: 3 clusters Score -8298943 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -8300327.000000 Penalty: 5556.037109
	Iteration 11Q: 3 clusters Score -8300327 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -8301652.000000 Penalty: 5556.037109
	Iteration 12Q: 3 clusters Score -8301652 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -8303014.000000 Penalty: 5556.037109
	Iteration 13Q: 3 clusters Score -8303014 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -8304332.000000 Penalty: 5556.037109
	Iteration 14Q: 3 clusters Score -8304332 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -8305629.500000 Penalty: 5556.037109
	Iteration 15Q: 3 clusters Score -8305630 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -8306767.000000 Penalty: 5556.037109
	Iteration 16Q: 3 clusters Score -8306767 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -8307835.000000 Penalty: 5556.037109
	Iteration 17Q: 3 clusters Score -8307835 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8308768.000000 Penalty: 5556.037109
	Iteration 18Q: 3 clusters Score -8308768 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -8309682.500000 Penalty: 5556.037109
	Iteration 19Q: 3 clusters Score -8309682 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -8310461.500000 Penalty: 5556.037109
	Iteration 20F: 3 clusters Score -8310462 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -8311215.500000 Penalty: 5556.037109
	Iteration 21Q: 3 clusters Score -8311216 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -8311922.500000 Penalty: 5556.037109
	Iteration 22Q: 3 clusters Score -8311922 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -8312468.000000 Penalty: 5556.037109
	Iteration 23Q: 3 clusters Score -8312468 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -8312956.500000 Penalty: 5556.037109
	Iteration 24Q: 3 clusters Score -8312956 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -8313405.000000 Penalty: 5556.037109
	Iteration 25Q: 3 clusters Score -8313405 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -8313766.000000 Penalty: 5556.037109
	Iteration 26Q: 3 clusters Score -8313766 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8314082.000000 Penalty: 5556.037109
	Iteration 27Q: 3 clusters Score -8314082 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -8314301.500000 Penalty: 5556.037109
	Iteration 28Q: 3 clusters Score -8314302 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -8314442.000000 Penalty: 5556.037109
	Iteration 29Q: 3 clusters Score -8314442 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8314632.500000 Penalty: 5556.037109
	Iteration 30Q: 3 clusters Score -8314632 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8314747.000000 Penalty: 5556.037109
	Iteration 31Q: 3 clusters Score -8314747 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -8314904.500000 Penalty: 5556.037109
	Iteration 32Q: 3 clusters Score -8314904 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -8315003.000000 Penalty: 5556.037109
	Iteration 33Q: 3 clusters Score -8315003 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -8315093.500000 Penalty: 5556.037109
	Iteration 34Q: 3 clusters Score -8315094 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8315173.000000 Penalty: 5556.037109
	Iteration 35Q: 3 clusters Score -8315173 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -8315199.000000 Penalty: 5556.037109
	Iteration 36Q: 3 clusters Score -8315199 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8315253.500000 Penalty: 5556.037109
	Iteration 37Q: 3 clusters Score -8315254 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8315306.500000 Penalty: 5556.037109
	Iteration 38Q: 3 clusters Score -8315306 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -8315378.500000 Penalty: 5556.037109
	Iteration 39Q: 3 clusters Score -8315378 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8315421.500000 Penalty: 5556.037109
	Iteration 40F: 3 clusters Score -8315422 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8315459.500000 Penalty: 5556.037109
	Iteration 41Q: 3 clusters Score -8315460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8315494.000000 Penalty: 5556.037109
	Iteration 42Q: 3 clusters Score -8315494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8315542.500000 Penalty: 5556.037109
	Iteration 43Q: 3 clusters Score -8315542 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8315581.000000 Penalty: 5556.037109
	Iteration 44Q: 3 clusters Score -8315581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8315624.500000 Penalty: 5556.037109
	Iteration 45Q: 3 clusters Score -8315624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8315641.000000 Penalty: 5556.037109
	Iteration 46Q: 3 clusters Score -8315641 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8315684.500000 Penalty: 5556.037109
	Iteration 47Q: 3 clusters Score -8315684 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8315733.000000 Penalty: 5556.037109
	Iteration 48Q: 3 clusters Score -8315733 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8315747.000000 Penalty: 5556.037109
	Iteration 49Q: 3 clusters Score -8315747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8315763.500000 Penalty: 5556.037109
	Iteration 50Q: 3 clusters Score -8315764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8315794.000000 Penalty: 5556.037109
	Iteration 51Q: 3 clusters Score -8315794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8315800.000000 Penalty: 5556.037109
	Iteration 52Q: 3 clusters Score -8315800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8315815.500000 Penalty: 5556.037109
	Iteration 53Q: 3 clusters Score -8315816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8315837.000000 Penalty: 5556.037109
	Iteration 54Q: 3 clusters Score -8315837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -8315828.000000 Penalty: 5556.037109
	Iteration 55Q: 3 clusters Score -8315828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8315841.500000 Penalty: 5556.037109
	Iteration 56Q: 3 clusters Score -8315842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8315850.500000 Penalty: 5556.037109
	Iteration 57Q: 3 clusters Score -8315850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8315850.500000 Penalty: 5556.037109
	Iteration 58Q: 3 clusters Score -8315850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8315838.500000 Penalty: 5556.037109
	Iteration 59Q: 3 clusters Score -8315838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8315843.000000 Penalty: 5556.037109
	Iteration 60F: 3 clusters Score -8315843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8315848.500000 Penalty: 5556.037109
	Iteration 61Q: 3 clusters Score -8315848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8315850.500000 Penalty: 5556.037109
	Iteration 62Q: 3 clusters Score -8315850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8315854.500000 Penalty: 5556.037109
	Iteration 63Q: 3 clusters Score -8315854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8315853.500000 Penalty: 5556.037109
	Iteration 64Q: 3 clusters Score -8315854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8315858.000000 Penalty: 5556.037109
	Iteration 65Q: 3 clusters Score -8315858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8315862.000000 Penalty: 5556.037109
	Iteration 66Q: 3 clusters Score -8315862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8315862.500000 Penalty: 5556.037109
	Iteration 67Q: 3 clusters Score -8315862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8315870.000000 Penalty: 5556.037109
	Iteration 68Q: 3 clusters Score -8315870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8315872.500000 Penalty: 5556.037109
	Iteration 69Q: 3 clusters Score -8315872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8315869.000000 Penalty: 5556.037109
	Iteration 70Q: 3 clusters Score -8315869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8315876.500000 Penalty: 5556.037109
	Iteration 71Q: 3 clusters Score -8315876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8315875.500000 Penalty: 5556.037109
	Iteration 72Q: 3 clusters Score -8315876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8315879.500000 Penalty: 5556.037109
	Iteration 73Q: 3 clusters Score -8315880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8315885.000000 Penalty: 5556.037109
	Iteration 74Q: 3 clusters Score -8315885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8315880.000000 Penalty: 5556.037109
	Iteration 75Q: 3 clusters Score -8315880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8315888.000000 Penalty: 5556.037109
	Iteration 76Q: 3 clusters Score -8315888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8315898.000000 Penalty: 5556.037109
	Iteration 77Q: 3 clusters Score -8315898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8315899.500000 Penalty: 5556.037109
	Iteration 78Q: 3 clusters Score -8315900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8315905.500000 Penalty: 5556.037109
	Iteration 79Q: 3 clusters Score -8315906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8315909.500000 Penalty: 5556.037109
	Iteration 80F: 3 clusters Score -8315910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8315916.500000 Penalty: 5556.037109
	Iteration 81Q: 3 clusters Score -8315916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8315914.500000 Penalty: 5556.037109
	Iteration 82Q: 3 clusters Score -8315914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8315914.500000 Penalty: 5556.037109
	Iteration 83Q: 3 clusters Score -8315914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8315919.000000 Penalty: 5556.037109
	Iteration 84Q: 3 clusters Score -8315919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8315926.500000 Penalty: 5556.037109
	Iteration 85Q: 3 clusters Score -8315926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8315926.500000 Penalty: 5556.037109
	Iteration 86Q: 3 clusters Score -8315926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8315928.500000 Penalty: 5556.037109
	Iteration 87Q: 3 clusters Score -8315928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8315923.500000 Penalty: 5556.037109
	Iteration 88Q: 3 clusters Score -8315924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8315922.000000 Penalty: 5556.037109
	Iteration 89Q: 3 clusters Score -8315922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8315917.000000 Penalty: 5556.037109
	Iteration 90Q: 3 clusters Score -8315917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8315919.000000 Penalty: 5556.037109
	Iteration 91Q: 3 clusters Score -8315919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8315924.000000 Penalty: 5556.037109
	Iteration 92Q: 3 clusters Score -8315924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8315922.000000 Penalty: 5556.037109
	Iteration 93Q: 3 clusters Score -8315922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8315929.000000 Penalty: 5556.037109
	Iteration 94Q: 3 clusters Score -8315929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8315929.500000 Penalty: 5556.037109
	Iteration 95Q: 3 clusters Score -8315930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8315932.500000 Penalty: 5556.037109
	Iteration 96Q: 3 clusters Score -8315932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8315928.500000 Penalty: 5556.037109
	Iteration 97Q: 3 clusters Score -8315928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8315928.500000 Penalty: 5556.037109
	Iteration 98F: 3 clusters Score -8315928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -1183382.125000 Penalty: 2287.343262
	Iteration 0F: 2 clusters Score -1183382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1175656.250000 Penalty: 4574.686523
	Iteration 0F: 3 clusters Score -1175656 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1177902.625000 Penalty: 4574.686523
	Iteration 1F: 3 clusters Score -1177903 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1178211.125000 Penalty: 4574.686523
	Iteration 2F: 3 clusters Score -1178211 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1178471.875000 Penalty: 4574.686523
	Iteration 3F: 3 clusters Score -1178472 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1178684.000000 Penalty: 4574.686523
	Iteration 4Q: 3 clusters Score -1178684 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1178862.125000 Penalty: 4574.686523
	Iteration 5Q: 3 clusters Score -1178862 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1179031.750000 Penalty: 4574.686523
	Iteration 6Q: 3 clusters Score -1179032 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1179207.750000 Penalty: 4574.686523
	Iteration 7Q: 3 clusters Score -1179208 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1179393.500000 Penalty: 4574.686523
	Iteration 8Q: 3 clusters Score -1179394 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1179592.125000 Penalty: 4574.686523
	Iteration 9Q: 3 clusters Score -1179592 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1179791.625000 Penalty: 4574.686523
	Iteration 10Q: 3 clusters Score -1179792 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1180019.375000 Penalty: 4574.686523
	Iteration 11Q: 3 clusters Score -1180019 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1180246.375000 Penalty: 4574.686523
	Iteration 12Q: 3 clusters Score -1180246 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1180458.750000 Penalty: 4574.686523
	Iteration 13Q: 3 clusters Score -1180459 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1180667.000000 Penalty: 4574.686523
	Iteration 14Q: 3 clusters Score -1180667 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1180838.125000 Penalty: 4574.686523
	Iteration 15Q: 3 clusters Score -1180838 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1180957.625000 Penalty: 4574.686523
	Iteration 16Q: 3 clusters Score -1180958 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1181053.875000 Penalty: 4574.686523
	Iteration 17Q: 3 clusters Score -1181054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1181126.250000 Penalty: 4574.686523
	Iteration 18Q: 3 clusters Score -1181126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1181191.500000 Penalty: 4574.686523
	Iteration 19Q: 3 clusters Score -1181192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1181231.500000 Penalty: 4574.686523
	Iteration 20F: 3 clusters Score -1181232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1181271.750000 Penalty: 4574.686523
	Iteration 21Q: 3 clusters Score -1181272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1181307.875000 Penalty: 4574.686523
	Iteration 22Q: 3 clusters Score -1181308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1181340.875000 Penalty: 4574.686523
	Iteration 23Q: 3 clusters Score -1181341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1181369.375000 Penalty: 4574.686523
	Iteration 24Q: 3 clusters Score -1181369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1181394.375000 Penalty: 4574.686523
	Iteration 25Q: 3 clusters Score -1181394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1181400.625000 Penalty: 4574.686523
	Iteration 26Q: 3 clusters Score -1181401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1181410.125000 Penalty: 4574.686523
	Iteration 27Q: 3 clusters Score -1181410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1181414.750000 Penalty: 4574.686523
	Iteration 28Q: 3 clusters Score -1181415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1181422.500000 Penalty: 4574.686523
	Iteration 29Q: 3 clusters Score -1181422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1181423.875000 Penalty: 4574.686523
	Iteration 30Q: 3 clusters Score -1181424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1181427.125000 Penalty: 4574.686523
	Iteration 31Q: 3 clusters Score -1181427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1181429.250000 Penalty: 4574.686523
	Iteration 32Q: 3 clusters Score -1181429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1181434.000000 Penalty: 4574.686523
	Iteration 33Q: 3 clusters Score -1181434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1181438.250000 Penalty: 4574.686523
	Iteration 34Q: 3 clusters Score -1181438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1181439.250000 Penalty: 4574.686523
	Iteration 35Q: 3 clusters Score -1181439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1181439.875000 Penalty: 4574.686523
	Iteration 36Q: 3 clusters Score -1181440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1181442.875000 Penalty: 4574.686523
	Iteration 37Q: 3 clusters Score -1181443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1181442.875000 Penalty: 4574.686523
	Iteration 38Q: 3 clusters Score -1181443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1181446.000000 Penalty: 4574.686523
	Iteration 39Q: 3 clusters Score -1181446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1181446.500000 Penalty: 4574.686523
	Iteration 40F: 3 clusters Score -1181446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1181444.875000 Penalty: 4574.686523
	Iteration 41Q: 3 clusters Score -1181445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1181444.875000 Penalty: 4574.686523
	Iteration 42F: 3 clusters Score -1181445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -140517.468750 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -140517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138330.125000 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -138330.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -139151.796875 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -139151.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -140073.890625 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -140073.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141245.750000 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -141245.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142175.000000 Penalty: 3616.323486
	Iteration 4F: 3 clusters Score -142175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142456.250000 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -142456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -142526.265625 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -142526.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142587.921875 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -142587.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142629.140625 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -142629.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142661.312500 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -142661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142675.156250 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -142675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -142681.953125 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -142682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142685.390625 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -142685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142689.546875 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -142689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -142693.734375 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -142693.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -142705.187500 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -142705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142729.296875 Penalty: 3616.323486
	Iteration 16Q: 3 clusters Score -142729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142783.234375 Penalty: 3616.323486
	Iteration 17Q: 3 clusters Score -142783.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142901.296875 Penalty: 3616.323486
	Iteration 18Q: 3 clusters Score -142901.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -142943.218750 Penalty: 3616.323486
	Iteration 19Q: 3 clusters Score -142943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -142956.093750 Penalty: 3616.323486
	Iteration 20F: 3 clusters Score -142956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -142965.296875 Penalty: 3616.323486
	Iteration 21Q: 3 clusters Score -142965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -142972.500000 Penalty: 3616.323486
	Iteration 22Q: 3 clusters Score -142972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -142978.515625 Penalty: 3616.323486
	Iteration 23Q: 3 clusters Score -142978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -142982.546875 Penalty: 3616.323486
	Iteration 24Q: 3 clusters Score -142982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -142991.109375 Penalty: 3616.323486
	Iteration 25Q: 3 clusters Score -142991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -142999.375000 Penalty: 3616.323486
	Iteration 26Q: 3 clusters Score -142999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -143002.984375 Penalty: 3616.323486
	Iteration 27Q: 3 clusters Score -143003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -143012.515625 Penalty: 3616.323486
	Iteration 28Q: 3 clusters Score -143012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -143025.078125 Penalty: 3616.323486
	Iteration 29Q: 3 clusters Score -143025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -143039.937500 Penalty: 3616.323486
	Iteration 30Q: 3 clusters Score -143039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -143115.187500 Penalty: 3616.323486
	Iteration 31Q: 3 clusters Score -143115.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143282.953125 Penalty: 3616.323486
	Iteration 32Q: 3 clusters Score -143283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -143341.656250 Penalty: 3616.323486
	Iteration 33Q: 3 clusters Score -143341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -143345.609375 Penalty: 3616.323486
	Iteration 34Q: 3 clusters Score -143345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -143345.609375 Penalty: 3616.323486
	Iteration 35F: 3 clusters Score -143345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 213575 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 946 members 
Entering Unmasked Estep 
Score: -183969152.000000 Penalty: 109879.187500
Splitting cluster 11 changes total score from -183966800.000000 to -183969152.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (54338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Entering Unmasked Estep 
Score: -6415637.000000 Penalty: 2703.938721
	Iteration 0F: 2 clusters Score -6415637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6379349.500000 Penalty: 5407.877441
	Iteration 0F: 3 clusters Score -6379350 nChanged 25107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -6393426.000000 Penalty: 5407.877441
	Iteration 1F: 3 clusters Score -6393426 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6394037.500000 Penalty: 5407.877441
	Iteration 2Q: 3 clusters Score -6394038 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -6394770.500000 Penalty: 5407.877441
	Iteration 3Q: 3 clusters Score -6394770 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6395487.000000 Penalty: 5407.877441
	Iteration 4Q: 3 clusters Score -6395487 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6396276.000000 Penalty: 5407.877441
	Iteration 5Q: 3 clusters Score -6396276 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -6397160.500000 Penalty: 5407.877441
	Iteration 6Q: 3 clusters Score -6397160 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6398327.500000 Penalty: 5407.877441
	Iteration 7Q: 3 clusters Score -6398328 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6399880.500000 Penalty: 5407.877441
	Iteration 8F: 3 clusters Score -6399880 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6401859.500000 Penalty: 5407.877441
	Iteration 9F: 3 clusters Score -6401860 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -6404194.000000 Penalty: 5407.877441
	Iteration 10F: 3 clusters Score -6404194 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -6406341.000000 Penalty: 5407.877441
	Iteration 11F: 3 clusters Score -6406341 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -6408266.500000 Penalty: 5407.877441
	Iteration 12Q: 3 clusters Score -6408266 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -6409790.000000 Penalty: 5407.877441
	Iteration 13Q: 3 clusters Score -6409790 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -6410824.500000 Penalty: 5407.877441
	Iteration 14Q: 3 clusters Score -6410824 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -6411599.000000 Penalty: 5407.877441
	Iteration 15Q: 3 clusters Score -6411599 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -6412157.500000 Penalty: 5407.877441
	Iteration 16Q: 3 clusters Score -6412158 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -6412534.500000 Penalty: 5407.877441
	Iteration 17Q: 3 clusters Score -6412534 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -6412843.000000 Penalty: 5407.877441
	Iteration 18Q: 3 clusters Score -6412843 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -6413040.000000 Penalty: 5407.877441
	Iteration 19Q: 3 clusters Score -6413040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -6413196.000000 Penalty: 5407.877441
	Iteration 20F: 3 clusters Score -6413196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6413297.500000 Penalty: 5407.877441
	Iteration 21Q: 3 clusters Score -6413298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6413415.000000 Penalty: 5407.877441
	Iteration 22Q: 3 clusters Score -6413415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -6413476.500000 Penalty: 5407.877441
	Iteration 23Q: 3 clusters Score -6413476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -6413536.500000 Penalty: 5407.877441
	Iteration 24Q: 3 clusters Score -6413536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -6413549.500000 Penalty: 5407.877441
	Iteration 25Q: 3 clusters Score -6413550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -6413580.500000 Penalty: 5407.877441
	Iteration 26Q: 3 clusters Score -6413580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -6413598.000000 Penalty: 5407.877441
	Iteration 27Q: 3 clusters Score -6413598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -6413625.500000 Penalty: 5407.877441
	Iteration 28Q: 3 clusters Score -6413626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -6413635.500000 Penalty: 5407.877441
	Iteration 29Q: 3 clusters Score -6413636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6413652.000000 Penalty: 5407.877441
	Iteration 30Q: 3 clusters Score -6413652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -6413668.000000 Penalty: 5407.877441
	Iteration 31Q: 3 clusters Score -6413668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -6413686.500000 Penalty: 5407.877441
	Iteration 32Q: 3 clusters Score -6413686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -6413683.500000 Penalty: 5407.877441
	Iteration 33Q: 3 clusters Score -6413684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -6413689.500000 Penalty: 5407.877441
	Iteration 34Q: 3 clusters Score -6413690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -6413685.500000 Penalty: 5407.877441
	Iteration 35Q: 3 clusters Score -6413686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -6413693.500000 Penalty: 5407.877441
	Iteration 36Q: 3 clusters Score -6413694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -6413695.000000 Penalty: 5407.877441
	Iteration 37Q: 3 clusters Score -6413695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -6413693.000000 Penalty: 5407.877441
	Iteration 38Q: 3 clusters Score -6413693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -6413694.500000 Penalty: 5407.877441
	Iteration 39Q: 3 clusters Score -6413694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -6413704.000000 Penalty: 5407.877441
	Iteration 40F: 3 clusters Score -6413704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -6413695.500000 Penalty: 5407.877441
	Iteration 41Q: 3 clusters Score -6413696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -6413694.500000 Penalty: 5407.877441
	Iteration 42Q: 3 clusters Score -6413694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -6413694.000000 Penalty: 5407.877441
	Iteration 43Q: 3 clusters Score -6413694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6413695.500000 Penalty: 5407.877441
	Iteration 44Q: 3 clusters Score -6413696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6413700.500000 Penalty: 5407.877441
	Iteration 45Q: 3 clusters Score -6413700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6413700.500000 Penalty: 5407.877441
	Iteration 46F: 3 clusters Score -6413700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (324213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324213 members 
Entering Unmasked Estep 
Score: -37857900.000000 Penalty: 3146.910645
	Iteration 0F: 2 clusters Score -3.78579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
Score: -37649384.000000 Penalty: 6293.821289
	Iteration 0F: 3 clusters Score -3.764938e+07 nChanged 157423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158921 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -37741960.000000 Penalty: 6293.821289
	Iteration 1F: 3 clusters Score -3.774196e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156651 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -37743380.000000 Penalty: 6293.821289
	Iteration 2Q: 3 clusters Score -3.774338e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -37745536.000000 Penalty: 6293.821289
	Iteration 3Q: 3 clusters Score -3.774554e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 176296 members 
Entering Unmasked Estep 
Score: -37749268.000000 Penalty: 6293.821289
	Iteration 4Q: 3 clusters Score -3.774927e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140246 members 
Mstep: Class 2 contains 183967 members 
Entering Unmasked Estep 
Score: -37754980.000000 Penalty: 6293.821289
	Iteration 5Q: 3 clusters Score -3.775498e+07 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129657 members 
Mstep: Class 2 contains 194556 members 
Entering Unmasked Estep 
Score: -37764240.000000 Penalty: 6293.821289
	Iteration 6Q: 3 clusters Score -3.776424e+07 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 208112 members 
Entering Unmasked Estep 
Score: -37777248.000000 Penalty: 6293.821289
	Iteration 7F: 3 clusters Score -3.777725e+07 nChanged 19801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 222889 members 
Entering Unmasked Estep 
Score: -37792240.000000 Penalty: 6293.821289
	Iteration 8F: 3 clusters Score -3.779224e+07 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 236836 members 
Entering Unmasked Estep 
Score: -37805976.000000 Penalty: 6293.821289
	Iteration 9F: 3 clusters Score -3.780598e+07 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 249190 members 
Entering Unmasked Estep 
Score: -37816072.000000 Penalty: 6293.821289
	Iteration 10F: 3 clusters Score -3.781607e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 259598 members 
Entering Unmasked Estep 
Score: -37823532.000000 Penalty: 6293.821289
	Iteration 11Q: 3 clusters Score -3.782353e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 268742 members 
Entering Unmasked Estep 
Score: -37829084.000000 Penalty: 6293.821289
	Iteration 12Q: 3 clusters Score -3.782908e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 277017 members 
Entering Unmasked Estep 
Score: -37833800.000000 Penalty: 6293.821289
	Iteration 13Q: 3 clusters Score -3.78338e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 284718 members 
Entering Unmasked Estep 
Score: -37838004.000000 Penalty: 6293.821289
	Iteration 14Q: 3 clusters Score -3.7838e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 291809 members 
Entering Unmasked Estep 
Score: -37841824.000000 Penalty: 6293.821289
	Iteration 15Q: 3 clusters Score -3.784182e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 298148 members 
Entering Unmasked Estep 
Score: -37845356.000000 Penalty: 6293.821289
	Iteration 16Q: 3 clusters Score -3.784536e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 303788 members 
Entering Unmasked Estep 
Score: -37848724.000000 Penalty: 6293.821289
	Iteration 17Q: 3 clusters Score -3.784872e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 308673 members 
Entering Unmasked Estep 
Score: -37851324.000000 Penalty: 6293.821289
	Iteration 18Q: 3 clusters Score -3.785132e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 312725 members 
Entering Unmasked Estep 
Score: -37852952.000000 Penalty: 6293.821289
	Iteration 19Q: 3 clusters Score -3.785295e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 315828 members 
Entering Unmasked Estep 
Score: -37853816.000000 Penalty: 6293.821289
	Iteration 20F: 3 clusters Score -3.785382e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 318137 members 
Entering Unmasked Estep 
Score: -37854720.000000 Penalty: 6293.821289
	Iteration 21Q: 3 clusters Score -3.785472e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 319744 members 
Entering Unmasked Estep 
Score: -37855164.000000 Penalty: 6293.821289
	Iteration 22Q: 3 clusters Score -3.785516e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 320845 members 
Entering Unmasked Estep 
Score: -37855320.000000 Penalty: 6293.821289
	Iteration 23Q: 3 clusters Score -3.785532e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 321596 members 
Entering Unmasked Estep 
Score: -37855400.000000 Penalty: 6293.821289
	Iteration 24Q: 3 clusters Score -3.78554e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 322085 members 
Entering Unmasked Estep 
Score: -37855356.000000 Penalty: 6293.821289
	Iteration 25Q: 3 clusters Score -3.785536e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 322395 members 
Entering Unmasked Estep 
Score: -37855356.000000 Penalty: 6293.821289
	Iteration 26Q: 3 clusters Score -3.785536e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 322582 members 
Entering Unmasked Estep 
Score: -37855380.000000 Penalty: 6293.821289
	Iteration 27Q: 3 clusters Score -3.785538e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 322729 members 
Entering Unmasked Estep 
Score: -37855352.000000 Penalty: 6293.821289
	Iteration 28Q: 3 clusters Score -3.785535e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 322856 members 
Entering Unmasked Estep 
Score: -37855412.000000 Penalty: 6293.821289
	Iteration 29Q: 3 clusters Score -3.785541e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 322954 members 
Entering Unmasked Estep 
Score: -37855416.000000 Penalty: 6293.821289
	Iteration 30Q: 3 clusters Score -3.785542e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 323035 members 
Entering Unmasked Estep 
Score: -37855400.000000 Penalty: 6293.821289
	Iteration 31Q: 3 clusters Score -3.78554e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 323095 members 
Entering Unmasked Estep 
Score: -37855436.000000 Penalty: 6293.821289
	Iteration 32Q: 3 clusters Score -3.785544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 323141 members 
Entering Unmasked Estep 
Score: -37855476.000000 Penalty: 6293.821289
	Iteration 33Q: 3 clusters Score -3.785548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 323171 members 
Entering Unmasked Estep 
Score: -37855496.000000 Penalty: 6293.821289
	Iteration 34Q: 3 clusters Score -3.78555e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 323196 members 
Entering Unmasked Estep 
Score: -37855464.000000 Penalty: 6293.821289
	Iteration 35Q: 3 clusters Score -3.785546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 323210 members 
Entering Unmasked Estep 
Score: -37855456.000000 Penalty: 6293.821289
	Iteration 36Q: 3 clusters Score -3.785546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 323225 members 
Entering Unmasked Estep 
Score: -37855480.000000 Penalty: 6293.821289
	Iteration 37Q: 3 clusters Score -3.785548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 323234 members 
Entering Unmasked Estep 
Score: -37855472.000000 Penalty: 6293.821289
	Iteration 38Q: 3 clusters Score -3.785547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 323242 members 
Entering Unmasked Estep 
Score: -37855468.000000 Penalty: 6293.821289
	Iteration 39Q: 3 clusters Score -3.785547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 323243 members 
Entering Unmasked Estep 
Score: -37855484.000000 Penalty: 6293.821289
	Iteration 40F: 3 clusters Score -3.785548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 323244 members 
Entering Unmasked Estep 
Score: -37855468.000000 Penalty: 6293.821289
	Iteration 41Q: 3 clusters Score -3.785547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 323245 members 
Entering Unmasked Estep 
Score: -37855472.000000 Penalty: 6293.821289
	Iteration 42Q: 3 clusters Score -3.785547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 323249 members 
Entering Unmasked Estep 
Score: -37855492.000000 Penalty: 6293.821289
	Iteration 43Q: 3 clusters Score -3.785549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 323251 members 
Entering Unmasked Estep 
Score: -37855484.000000 Penalty: 6293.821289
	Iteration 44Q: 3 clusters Score -3.785548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 323255 members 
Entering Unmasked Estep 
Score: -37855500.000000 Penalty: 6293.821289
	Iteration 45Q: 3 clusters Score -3.78555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 323264 members 
Entering Unmasked Estep 
Score: -37855484.000000 Penalty: 6293.821289
	Iteration 46Q: 3 clusters Score -3.785548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 323269 members 
Entering Unmasked Estep 
Score: -37855500.000000 Penalty: 6293.821289
	Iteration 47Q: 3 clusters Score -3.78555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 323277 members 
Entering Unmasked Estep 
Score: -37855464.000000 Penalty: 6293.821289
	Iteration 48Q: 3 clusters Score -3.785546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 323282 members 
Entering Unmasked Estep 
Score: -37855504.000000 Penalty: 6293.821289
	Iteration 49Q: 3 clusters Score -3.78555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 323288 members 
Entering Unmasked Estep 
Score: -37855512.000000 Penalty: 6293.821289
	Iteration 50Q: 3 clusters Score -3.785551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 323292 members 
Entering Unmasked Estep 
Score: -37855500.000000 Penalty: 6293.821289
	Iteration 51Q: 3 clusters Score -3.78555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 323294 members 
Entering Unmasked Estep 
Score: -37855520.000000 Penalty: 6293.821289
	Iteration 52Q: 3 clusters Score -3.785552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 323298 members 
Entering Unmasked Estep 
Score: -37855504.000000 Penalty: 6293.821289
	Iteration 53Q: 3 clusters Score -3.78555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 323304 members 
Entering Unmasked Estep 
Score: -37855512.000000 Penalty: 6293.821289
	Iteration 54Q: 3 clusters Score -3.785551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 323308 members 
Entering Unmasked Estep 
Score: -37855516.000000 Penalty: 6293.821289
	Iteration 55Q: 3 clusters Score -3.785552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 323312 members 
Entering Unmasked Estep 
Score: -37855504.000000 Penalty: 6293.821289
	Iteration 56Q: 3 clusters Score -3.78555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 323314 members 
Entering Unmasked Estep 
Score: -37855500.000000 Penalty: 6293.821289
	Iteration 57Q: 3 clusters Score -3.78555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 323316 members 
Entering Unmasked Estep 
Score: -37855496.000000 Penalty: 6293.821289
	Iteration 58Q: 3 clusters Score -3.78555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 323318 members 
Entering Unmasked Estep 
Score: -37855492.000000 Penalty: 6293.821289
	Iteration 59Q: 3 clusters Score -3.785549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 323318 members 
Entering Unmasked Estep 
Score: -37855492.000000 Penalty: 6293.821289
	Iteration 60F: 3 clusters Score -3.785549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Entering Unmasked Estep 
Score: -6873804.000000 Penalty: 2719.728027
	Iteration 0F: 2 clusters Score -6873804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -6834894.500000 Penalty: 5439.456055
	Iteration 0F: 3 clusters Score -6834894 nChanged 27034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6850752.000000 Penalty: 5439.456055
	Iteration 1F: 3 clusters Score -6850752 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -6852126.500000 Penalty: 5439.456055
	Iteration 2F: 3 clusters Score -6852126 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -6853712.000000 Penalty: 5439.456055
	Iteration 3F: 3 clusters Score -6853712 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -6855618.000000 Penalty: 5439.456055
	Iteration 4F: 3 clusters Score -6855618 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -6858012.500000 Penalty: 5439.456055
	Iteration 5F: 3 clusters Score -6858012 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6860828.000000 Penalty: 5439.456055
	Iteration 6F: 3 clusters Score -6860828 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -6863788.000000 Penalty: 5439.456055
	Iteration 7F: 3 clusters Score -6863788 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -6866302.500000 Penalty: 5439.456055
	Iteration 8F: 3 clusters Score -6866302 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -6868093.000000 Penalty: 5439.456055
	Iteration 9Q: 3 clusters Score -6868093 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -6869152.500000 Penalty: 5439.456055
	Iteration 10Q: 3 clusters Score -6869152 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -6869737.500000 Penalty: 5439.456055
	Iteration 11Q: 3 clusters Score -6869738 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -6870145.000000 Penalty: 5439.456055
	Iteration 12Q: 3 clusters Score -6870145 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6870501.000000 Penalty: 5439.456055
	Iteration 13Q: 3 clusters Score -6870501 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -6870792.500000 Penalty: 5439.456055
	Iteration 14Q: 3 clusters Score -6870792 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6871048.500000 Penalty: 5439.456055
	Iteration 15Q: 3 clusters Score -6871048 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -6871208.500000 Penalty: 5439.456055
	Iteration 16Q: 3 clusters Score -6871208 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -6871401.000000 Penalty: 5439.456055
	Iteration 17Q: 3 clusters Score -6871401 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -6871554.500000 Penalty: 5439.456055
	Iteration 18Q: 3 clusters Score -6871554 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -6871677.000000 Penalty: 5439.456055
	Iteration 19Q: 3 clusters Score -6871677 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6871814.000000 Penalty: 5439.456055
	Iteration 20F: 3 clusters Score -6871814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -6871925.500000 Penalty: 5439.456055
	Iteration 21Q: 3 clusters Score -6871926 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -6872020.500000 Penalty: 5439.456055
	Iteration 22Q: 3 clusters Score -6872020 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -6872129.000000 Penalty: 5439.456055
	Iteration 23Q: 3 clusters Score -6872129 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6872187.000000 Penalty: 5439.456055
	Iteration 24Q: 3 clusters Score -6872187 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -6872246.000000 Penalty: 5439.456055
	Iteration 25Q: 3 clusters Score -6872246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6872305.000000 Penalty: 5439.456055
	Iteration 26Q: 3 clusters Score -6872305 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -6872355.000000 Penalty: 5439.456055
	Iteration 27Q: 3 clusters Score -6872355 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -6872385.500000 Penalty: 5439.456055
	Iteration 28Q: 3 clusters Score -6872386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -6872398.500000 Penalty: 5439.456055
	Iteration 29Q: 3 clusters Score -6872398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -6872422.500000 Penalty: 5439.456055
	Iteration 30Q: 3 clusters Score -6872422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -6872451.000000 Penalty: 5439.456055
	Iteration 31Q: 3 clusters Score -6872451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -6872477.500000 Penalty: 5439.456055
	Iteration 32Q: 3 clusters Score -6872478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -6872483.500000 Penalty: 5439.456055
	Iteration 33Q: 3 clusters Score -6872484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -6872498.500000 Penalty: 5439.456055
	Iteration 34Q: 3 clusters Score -6872498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -6872494.500000 Penalty: 5439.456055
	Iteration 35Q: 3 clusters Score -6872494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -6872486.500000 Penalty: 5439.456055
	Iteration 36Q: 3 clusters Score -6872486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -6872495.000000 Penalty: 5439.456055
	Iteration 37Q: 3 clusters Score -6872495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -6872508.000000 Penalty: 5439.456055
	Iteration 38Q: 3 clusters Score -6872508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -6872532.000000 Penalty: 5439.456055
	Iteration 39Q: 3 clusters Score -6872532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -6872537.500000 Penalty: 5439.456055
	Iteration 40F: 3 clusters Score -6872538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -6872546.500000 Penalty: 5439.456055
	Iteration 41Q: 3 clusters Score -6872546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -6872552.000000 Penalty: 5439.456055
	Iteration 42Q: 3 clusters Score -6872552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -6872575.000000 Penalty: 5439.456055
	Iteration 43Q: 3 clusters Score -6872575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -6872592.500000 Penalty: 5439.456055
	Iteration 44Q: 3 clusters Score -6872592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -6872601.500000 Penalty: 5439.456055
	Iteration 45Q: 3 clusters Score -6872602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -6872611.500000 Penalty: 5439.456055
	Iteration 46Q: 3 clusters Score -6872612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -6872624.000000 Penalty: 5439.456055
	Iteration 47Q: 3 clusters Score -6872624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6872631.500000 Penalty: 5439.456055
	Iteration 48Q: 3 clusters Score -6872632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6872633.500000 Penalty: 5439.456055
	Iteration 49Q: 3 clusters Score -6872634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -6872635.500000 Penalty: 5439.456055
	Iteration 50Q: 3 clusters Score -6872636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -6872624.500000 Penalty: 5439.456055
	Iteration 51Q: 3 clusters Score -6872624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -6872625.000000 Penalty: 5439.456055
	Iteration 52Q: 3 clusters Score -6872625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -6872625.000000 Penalty: 5439.456055
	Iteration 53Q: 3 clusters Score -6872625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -6872626.000000 Penalty: 5439.456055
	Iteration 54Q: 3 clusters Score -6872626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -6872625.000000 Penalty: 5439.456055
	Iteration 55Q: 3 clusters Score -6872625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -6872629.000000 Penalty: 5439.456055
	Iteration 56Q: 3 clusters Score -6872629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -6872631.000000 Penalty: 5439.456055
	Iteration 57Q: 3 clusters Score -6872631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -6872633.000000 Penalty: 5439.456055
	Iteration 58Q: 3 clusters Score -6872633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6872634.500000 Penalty: 5439.456055
	Iteration 59Q: 3 clusters Score -6872634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -6872635.500000 Penalty: 5439.456055
	Iteration 60F: 3 clusters Score -6872636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -6872642.000000 Penalty: 5439.456055
	Iteration 61Q: 3 clusters Score -6872642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6872636.500000 Penalty: 5439.456055
	Iteration 62Q: 3 clusters Score -6872636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6872636.500000 Penalty: 5439.456055
	Iteration 63F: 3 clusters Score -6872636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -102534.320312 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -102534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100668.187500 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -100668.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101163.085938 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -101163.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101489.851562 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -101489.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101963.101562 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -101963.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -102416.437500 Penalty: 3423.760498
	Iteration 4F: 3 clusters Score -102416.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102684.148438 Penalty: 3423.760498
	Iteration 5F: 3 clusters Score -102684.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102836.320312 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -102836.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -102943.015625 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -102943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102965.046875 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -102965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -102973.484375 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -102973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -102976.109375 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -102976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -102976.109375 Penalty: 3423.760498
	Iteration 11F: 3 clusters Score -102976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 213575 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 256 members 
Entering Unmasked Estep 
Score: -183968112.000000 Penalty: 113423.679688
Splitting cluster 15 changes total score from -183966800.000000 to -183968112.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (156141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Entering Unmasked Estep 
Score: -18316630.000000 Penalty: 2965.711670
	Iteration 0F: 2 clusters Score -1.831663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -18212154.000000 Penalty: 5931.423340
	Iteration 0F: 3 clusters Score -1.821215e+07 nChanged 74642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -18255830.000000 Penalty: 5931.423340
	Iteration 1F: 3 clusters Score -1.825583e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -18257166.000000 Penalty: 5931.423340
	Iteration 2Q: 3 clusters Score -1.825717e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -18258782.000000 Penalty: 5931.423340
	Iteration 3Q: 3 clusters Score -1.825878e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -18261268.000000 Penalty: 5931.423340
	Iteration 4Q: 3 clusters Score -1.826127e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -18265156.000000 Penalty: 5931.423340
	Iteration 5Q: 3 clusters Score -1.826516e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -18271472.000000 Penalty: 5931.423340
	Iteration 6F: 3 clusters Score -1.827147e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -18279914.000000 Penalty: 5931.423340
	Iteration 7F: 3 clusters Score -1.827991e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -18288764.000000 Penalty: 5931.423340
	Iteration 8F: 3 clusters Score -1.828876e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -18293668.000000 Penalty: 5931.423340
	Iteration 9F: 3 clusters Score -1.829367e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -18295486.000000 Penalty: 5931.423340
	Iteration 10Q: 3 clusters Score -1.829549e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -18296262.000000 Penalty: 5931.423340
	Iteration 11Q: 3 clusters Score -1.829626e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -18296970.000000 Penalty: 5931.423340
	Iteration 12Q: 3 clusters Score -1.829697e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -18297634.000000 Penalty: 5931.423340
	Iteration 13Q: 3 clusters Score -1.829763e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -18298290.000000 Penalty: 5931.423340
	Iteration 14Q: 3 clusters Score -1.829829e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -18298894.000000 Penalty: 5931.423340
	Iteration 15Q: 3 clusters Score -1.829889e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -18299770.000000 Penalty: 5931.423340
	Iteration 16Q: 3 clusters Score -1.829977e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -18300634.000000 Penalty: 5931.423340
	Iteration 17Q: 3 clusters Score -1.830063e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -18301662.000000 Penalty: 5931.423340
	Iteration 18Q: 3 clusters Score -1.830166e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -18302926.000000 Penalty: 5931.423340
	Iteration 19Q: 3 clusters Score -1.830293e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -18304148.000000 Penalty: 5931.423340
	Iteration 20F: 3 clusters Score -1.830415e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -18305380.000000 Penalty: 5931.423340
	Iteration 21Q: 3 clusters Score -1.830538e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 96025 members 
Entering Unmasked Estep 
Score: -18306592.000000 Penalty: 5931.423340
	Iteration 22Q: 3 clusters Score -1.830659e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -18307342.000000 Penalty: 5931.423340
	Iteration 23Q: 3 clusters Score -1.830734e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -18307990.000000 Penalty: 5931.423340
	Iteration 24Q: 3 clusters Score -1.830799e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -18308476.000000 Penalty: 5931.423340
	Iteration 25Q: 3 clusters Score -1.830848e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -18308748.000000 Penalty: 5931.423340
	Iteration 26Q: 3 clusters Score -1.830875e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -18309122.000000 Penalty: 5931.423340
	Iteration 27Q: 3 clusters Score -1.830912e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -18309386.000000 Penalty: 5931.423340
	Iteration 28Q: 3 clusters Score -1.830939e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -18309624.000000 Penalty: 5931.423340
	Iteration 29Q: 3 clusters Score -1.830962e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -18309860.000000 Penalty: 5931.423340
	Iteration 30Q: 3 clusters Score -1.830986e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -18310026.000000 Penalty: 5931.423340
	Iteration 31Q: 3 clusters Score -1.831003e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -18310238.000000 Penalty: 5931.423340
	Iteration 32Q: 3 clusters Score -1.831024e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -18310388.000000 Penalty: 5931.423340
	Iteration 33Q: 3 clusters Score -1.831039e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -18310548.000000 Penalty: 5931.423340
	Iteration 34Q: 3 clusters Score -1.831055e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -18310734.000000 Penalty: 5931.423340
	Iteration 35Q: 3 clusters Score -1.831073e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 114185 members 
Entering Unmasked Estep 
Score: -18310858.000000 Penalty: 5931.423340
	Iteration 36Q: 3 clusters Score -1.831086e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -18310966.000000 Penalty: 5931.423340
	Iteration 37Q: 3 clusters Score -1.831097e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 116270 members 
Entering Unmasked Estep 
Score: -18311246.000000 Penalty: 5931.423340
	Iteration 38Q: 3 clusters Score -1.831125e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -18311402.000000 Penalty: 5931.423340
	Iteration 39Q: 3 clusters Score -1.83114e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -18311618.000000 Penalty: 5931.423340
	Iteration 40F: 3 clusters Score -1.831162e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 119078 members 
Entering Unmasked Estep 
Score: -18311698.000000 Penalty: 5931.423340
	Iteration 41Q: 3 clusters Score -1.83117e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -18311802.000000 Penalty: 5931.423340
	Iteration 42Q: 3 clusters Score -1.83118e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 120638 members 
Entering Unmasked Estep 
Score: -18311958.000000 Penalty: 5931.423340
	Iteration 43Q: 3 clusters Score -1.831196e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 121390 members 
Entering Unmasked Estep 
Score: -18311998.000000 Penalty: 5931.423340
	Iteration 44Q: 3 clusters Score -1.8312e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 122145 members 
Entering Unmasked Estep 
Score: -18312046.000000 Penalty: 5931.423340
	Iteration 45Q: 3 clusters Score -1.831205e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -18312144.000000 Penalty: 5931.423340
	Iteration 46Q: 3 clusters Score -1.831214e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 123642 members 
Entering Unmasked Estep 
Score: -18312238.000000 Penalty: 5931.423340
	Iteration 47Q: 3 clusters Score -1.831224e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 124391 members 
Entering Unmasked Estep 
Score: -18312296.000000 Penalty: 5931.423340
	Iteration 48Q: 3 clusters Score -1.83123e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -18312440.000000 Penalty: 5931.423340
	Iteration 49Q: 3 clusters Score -1.831244e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -18312624.000000 Penalty: 5931.423340
	Iteration 50Q: 3 clusters Score -1.831262e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 126503 members 
Entering Unmasked Estep 
Score: -18312684.000000 Penalty: 5931.423340
	Iteration 51Q: 3 clusters Score -1.831268e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -18312784.000000 Penalty: 5931.423340
	Iteration 52Q: 3 clusters Score -1.831278e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -18312836.000000 Penalty: 5931.423340
	Iteration 53Q: 3 clusters Score -1.831284e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -18312844.000000 Penalty: 5931.423340
	Iteration 54Q: 3 clusters Score -1.831284e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -18312914.000000 Penalty: 5931.423340
	Iteration 55Q: 3 clusters Score -1.831291e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -18312992.000000 Penalty: 5931.423340
	Iteration 56Q: 3 clusters Score -1.831299e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -18313086.000000 Penalty: 5931.423340
	Iteration 57Q: 3 clusters Score -1.831309e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -18313154.000000 Penalty: 5931.423340
	Iteration 58Q: 3 clusters Score -1.831315e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 131130 members 
Entering Unmasked Estep 
Score: -18313222.000000 Penalty: 5931.423340
	Iteration 59Q: 3 clusters Score -1.831322e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -18313338.000000 Penalty: 5931.423340
	Iteration 60F: 3 clusters Score -1.831334e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -18313388.000000 Penalty: 5931.423340
	Iteration 61Q: 3 clusters Score -1.831339e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 132451 members 
Entering Unmasked Estep 
Score: -18313374.000000 Penalty: 5931.423340
	Iteration 62Q: 3 clusters Score -1.831337e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 132906 members 
Entering Unmasked Estep 
Score: -18313382.000000 Penalty: 5931.423340
	Iteration 63Q: 3 clusters Score -1.831338e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -18313444.000000 Penalty: 5931.423340
	Iteration 64Q: 3 clusters Score -1.831344e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -18313436.000000 Penalty: 5931.423340
	Iteration 65Q: 3 clusters Score -1.831344e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 134026 members 
Entering Unmasked Estep 
Score: -18313448.000000 Penalty: 5931.423340
	Iteration 66Q: 3 clusters Score -1.831345e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -18313466.000000 Penalty: 5931.423340
	Iteration 67Q: 3 clusters Score -1.831347e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 134705 members 
Entering Unmasked Estep 
Score: -18313512.000000 Penalty: 5931.423340
	Iteration 68Q: 3 clusters Score -1.831351e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -18313592.000000 Penalty: 5931.423340
	Iteration 69Q: 3 clusters Score -1.831359e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 135350 members 
Entering Unmasked Estep 
Score: -18313686.000000 Penalty: 5931.423340
	Iteration 70Q: 3 clusters Score -1.831369e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -18313754.000000 Penalty: 5931.423340
	Iteration 71Q: 3 clusters Score -1.831375e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 135969 members 
Entering Unmasked Estep 
Score: -18313752.000000 Penalty: 5931.423340
	Iteration 72Q: 3 clusters Score -1.831375e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 136255 members 
Entering Unmasked Estep 
Score: -18313748.000000 Penalty: 5931.423340
	Iteration 73Q: 3 clusters Score -1.831375e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -18313770.000000 Penalty: 5931.423340
	Iteration 74Q: 3 clusters Score -1.831377e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 136779 members 
Entering Unmasked Estep 
Score: -18313778.000000 Penalty: 5931.423340
	Iteration 75Q: 3 clusters Score -1.831378e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 137014 members 
Entering Unmasked Estep 
Score: -18313798.000000 Penalty: 5931.423340
	Iteration 76Q: 3 clusters Score -1.83138e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -18313806.000000 Penalty: 5931.423340
	Iteration 77Q: 3 clusters Score -1.831381e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -18313822.000000 Penalty: 5931.423340
	Iteration 78Q: 3 clusters Score -1.831382e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -18313842.000000 Penalty: 5931.423340
	Iteration 79Q: 3 clusters Score -1.831384e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -18313840.000000 Penalty: 5931.423340
	Iteration 80F: 3 clusters Score -1.831384e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -18313876.000000 Penalty: 5931.423340
	Iteration 81Q: 3 clusters Score -1.831388e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 138111 members 
Entering Unmasked Estep 
Score: -18313898.000000 Penalty: 5931.423340
	Iteration 82Q: 3 clusters Score -1.83139e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -18313912.000000 Penalty: 5931.423340
	Iteration 83Q: 3 clusters Score -1.831391e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 138295 members 
Entering Unmasked Estep 
Score: -18313900.000000 Penalty: 5931.423340
	Iteration 84Q: 3 clusters Score -1.83139e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 138386 members 
Entering Unmasked Estep 
Score: -18313944.000000 Penalty: 5931.423340
	Iteration 85Q: 3 clusters Score -1.831394e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 138465 members 
Entering Unmasked Estep 
Score: -18313956.000000 Penalty: 5931.423340
	Iteration 86Q: 3 clusters Score -1.831396e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -18313946.000000 Penalty: 5931.423340
	Iteration 87Q: 3 clusters Score -1.831395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 138597 members 
Entering Unmasked Estep 
Score: -18313934.000000 Penalty: 5931.423340
	Iteration 88Q: 3 clusters Score -1.831393e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -18313948.000000 Penalty: 5931.423340
	Iteration 89Q: 3 clusters Score -1.831395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -18313946.000000 Penalty: 5931.423340
	Iteration 90Q: 3 clusters Score -1.831395e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -18313954.000000 Penalty: 5931.423340
	Iteration 91Q: 3 clusters Score -1.831395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -18313952.000000 Penalty: 5931.423340
	Iteration 92Q: 3 clusters Score -1.831395e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 138877 members 
Entering Unmasked Estep 
Score: -18313984.000000 Penalty: 5931.423340
	Iteration 93Q: 3 clusters Score -1.831398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 138915 members 
Entering Unmasked Estep 
Score: -18313952.000000 Penalty: 5931.423340
	Iteration 94Q: 3 clusters Score -1.831395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -18313968.000000 Penalty: 5931.423340
	Iteration 95Q: 3 clusters Score -1.831397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 139017 members 
Entering Unmasked Estep 
Score: -18313972.000000 Penalty: 5931.423340
	Iteration 96Q: 3 clusters Score -1.831397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 139072 members 
Entering Unmasked Estep 
Score: -18313994.000000 Penalty: 5931.423340
	Iteration 97Q: 3 clusters Score -1.831399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 139116 members 
Entering Unmasked Estep 
Score: -18314002.000000 Penalty: 5931.423340
	Iteration 98Q: 3 clusters Score -1.8314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -18313994.000000 Penalty: 5931.423340
	Iteration 99Q: 3 clusters Score -1.831399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 139194 members 
Entering Unmasked Estep 
Score: -18313984.000000 Penalty: 5931.423340
	Iteration 100F: 3 clusters Score -1.831398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 139234 members 
Entering Unmasked Estep 
Score: -18313960.000000 Penalty: 5931.423340
	Iteration 101Q: 3 clusters Score -1.831396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -18313966.000000 Penalty: 5931.423340
	Iteration 102Q: 3 clusters Score -1.831397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -18313954.000000 Penalty: 5931.423340
	Iteration 103Q: 3 clusters Score -1.831395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -18313950.000000 Penalty: 5931.423340
	Iteration 104Q: 3 clusters Score -1.831395e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 139370 members 
Entering Unmasked Estep 
Score: -18313962.000000 Penalty: 5931.423340
	Iteration 105Q: 3 clusters Score -1.831396e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -18313934.000000 Penalty: 5931.423340
	Iteration 106Q: 3 clusters Score -1.831393e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -18313956.000000 Penalty: 5931.423340
	Iteration 107Q: 3 clusters Score -1.831396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 139472 members 
Entering Unmasked Estep 
Score: -18313944.000000 Penalty: 5931.423340
	Iteration 108Q: 3 clusters Score -1.831394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 139495 members 
Entering Unmasked Estep 
Score: -18313954.000000 Penalty: 5931.423340
	Iteration 109Q: 3 clusters Score -1.831395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -18313970.000000 Penalty: 5931.423340
	Iteration 110Q: 3 clusters Score -1.831397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 139544 members 
Entering Unmasked Estep 
Score: -18313974.000000 Penalty: 5931.423340
	Iteration 111Q: 3 clusters Score -1.831397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -18313978.000000 Penalty: 5931.423340
	Iteration 112Q: 3 clusters Score -1.831398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -18314002.000000 Penalty: 5931.423340
	Iteration 113Q: 3 clusters Score -1.8314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 139616 members 
Entering Unmasked Estep 
Score: -18314016.000000 Penalty: 5931.423340
	Iteration 114Q: 3 clusters Score -1.831402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -18314010.000000 Penalty: 5931.423340
	Iteration 115Q: 3 clusters Score -1.831401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -18314008.000000 Penalty: 5931.423340
	Iteration 116Q: 3 clusters Score -1.831401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 139669 members 
Entering Unmasked Estep 
Score: -18314004.000000 Penalty: 5931.423340
	Iteration 117Q: 3 clusters Score -1.8314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -18313992.000000 Penalty: 5931.423340
	Iteration 118Q: 3 clusters Score -1.831399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -18313970.000000 Penalty: 5931.423340
	Iteration 119Q: 3 clusters Score -1.831397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -18313976.000000 Penalty: 5931.423340
	Iteration 120F: 3 clusters Score -1.831398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -18313998.000000 Penalty: 5931.423340
	Iteration 121Q: 3 clusters Score -1.8314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 139784 members 
Entering Unmasked Estep 
Score: -18314004.000000 Penalty: 5931.423340
	Iteration 122Q: 3 clusters Score -1.8314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -18314002.000000 Penalty: 5931.423340
	Iteration 123Q: 3 clusters Score -1.8314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -18314006.000000 Penalty: 5931.423340
	Iteration 124Q: 3 clusters Score -1.831401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -18313988.000000 Penalty: 5931.423340
	Iteration 125Q: 3 clusters Score -1.831399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -18313986.000000 Penalty: 5931.423340
	Iteration 126Q: 3 clusters Score -1.831399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -18313984.000000 Penalty: 5931.423340
	Iteration 127Q: 3 clusters Score -1.831398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -18313998.000000 Penalty: 5931.423340
	Iteration 128Q: 3 clusters Score -1.8314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 139870 members 
Entering Unmasked Estep 
Score: -18313996.000000 Penalty: 5931.423340
	Iteration 129Q: 3 clusters Score -1.8314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -18313998.000000 Penalty: 5931.423340
	Iteration 130Q: 3 clusters Score -1.8314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 139883 members 
Entering Unmasked Estep 
Score: -18314010.000000 Penalty: 5931.423340
	Iteration 131Q: 3 clusters Score -1.831401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 139888 members 
Entering Unmasked Estep 
Score: -18314006.000000 Penalty: 5931.423340
	Iteration 132Q: 3 clusters Score -1.831401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 139892 members 
Entering Unmasked Estep 
Score: -18314018.000000 Penalty: 5931.423340
	Iteration 133Q: 3 clusters Score -1.831402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 139894 members 
Entering Unmasked Estep 
Score: -18314012.000000 Penalty: 5931.423340
	Iteration 134Q: 3 clusters Score -1.831401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 139894 members 
Entering Unmasked Estep 
Score: -18314012.000000 Penalty: 5931.423340
	Iteration 135F: 3 clusters Score -1.831401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -289541.687500 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -289541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -286473.250000 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -286473.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287229.500000 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -287229.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -287608.937500 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -287608.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288023.812500 Penalty: 3912.985840
	Iteration 3F: 3 clusters Score -288023.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -288456.781250 Penalty: 3912.985840
	Iteration 4F: 3 clusters Score -288456.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -288783.031250 Penalty: 3912.985840
	Iteration 5F: 3 clusters Score -288783 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288958.906250 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -288958.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -289074.625000 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -289074.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -289151.437500 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -289151.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -289195.062500 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -289195.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -289223.125000 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -289223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -289239.468750 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -289239.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -289255.562500 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -289255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -289263.375000 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -289263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -289269.406250 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -289269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -289272.593750 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -289272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -289273.875000 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -289273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -289274.281250 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -289274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -289274.281250 Penalty: 3912.985840
	Iteration 18F: 3 clusters Score -289274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -2342658.750000 Penalty: 2457.930176
	Iteration 0F: 2 clusters Score -2342659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2328529.750000 Penalty: 4915.860352
	Iteration 0F: 3 clusters Score -2328530 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2333353.250000 Penalty: 4915.860352
	Iteration 1F: 3 clusters Score -2333353 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2333844.500000 Penalty: 4915.860352
	Iteration 2F: 3 clusters Score -2333844 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2334311.750000 Penalty: 4915.860352
	Iteration 3F: 3 clusters Score -2334312 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2334845.000000 Penalty: 4915.860352
	Iteration 4Q: 3 clusters Score -2334845 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2335571.250000 Penalty: 4915.860352
	Iteration 5F: 3 clusters Score -2335571 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2336485.750000 Penalty: 4915.860352
	Iteration 6F: 3 clusters Score -2336486 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2337566.750000 Penalty: 4915.860352
	Iteration 7F: 3 clusters Score -2337567 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2338666.000000 Penalty: 4915.860352
	Iteration 8F: 3 clusters Score -2338666 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2339606.000000 Penalty: 4915.860352
	Iteration 9Q: 3 clusters Score -2339606 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2340360.250000 Penalty: 4915.860352
	Iteration 10Q: 3 clusters Score -2340360 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2340968.500000 Penalty: 4915.860352
	Iteration 11Q: 3 clusters Score -2340968 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2341430.250000 Penalty: 4915.860352
	Iteration 12Q: 3 clusters Score -2341430 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2341692.250000 Penalty: 4915.860352
	Iteration 13Q: 3 clusters Score -2341692 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2341857.000000 Penalty: 4915.860352
	Iteration 14Q: 3 clusters Score -2341857 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2341974.500000 Penalty: 4915.860352
	Iteration 15Q: 3 clusters Score -2341974 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2342051.250000 Penalty: 4915.860352
	Iteration 16Q: 3 clusters Score -2342051 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2342109.500000 Penalty: 4915.860352
	Iteration 17Q: 3 clusters Score -2342110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2342138.250000 Penalty: 4915.860352
	Iteration 18Q: 3 clusters Score -2342138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2342148.250000 Penalty: 4915.860352
	Iteration 19Q: 3 clusters Score -2342148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2342156.250000 Penalty: 4915.860352
	Iteration 20F: 3 clusters Score -2342156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2342162.750000 Penalty: 4915.860352
	Iteration 21Q: 3 clusters Score -2342163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2342164.750000 Penalty: 4915.860352
	Iteration 22Q: 3 clusters Score -2342165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2342165.750000 Penalty: 4915.860352
	Iteration 23Q: 3 clusters Score -2342166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2342166.500000 Penalty: 4915.860352
	Iteration 24Q: 3 clusters Score -2342166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2342167.750000 Penalty: 4915.860352
	Iteration 25Q: 3 clusters Score -2342168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2342170.500000 Penalty: 4915.860352
	Iteration 26Q: 3 clusters Score -2342170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2342171.500000 Penalty: 4915.860352
	Iteration 27Q: 3 clusters Score -2342172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2342177.250000 Penalty: 4915.860352
	Iteration 28Q: 3 clusters Score -2342177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2342177.750000 Penalty: 4915.860352
	Iteration 29Q: 3 clusters Score -2342178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2342181.000000 Penalty: 4915.860352
	Iteration 30Q: 3 clusters Score -2342181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2342177.750000 Penalty: 4915.860352
	Iteration 31Q: 3 clusters Score -2342178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2342177.000000 Penalty: 4915.860352
	Iteration 32Q: 3 clusters Score -2342177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2342178.000000 Penalty: 4915.860352
	Iteration 33Q: 3 clusters Score -2342178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2342181.250000 Penalty: 4915.860352
	Iteration 34Q: 3 clusters Score -2342181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2342177.500000 Penalty: 4915.860352
	Iteration 35Q: 3 clusters Score -2342178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2342179.750000 Penalty: 4915.860352
	Iteration 36Q: 3 clusters Score -2342180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2342176.250000 Penalty: 4915.860352
	Iteration 37Q: 3 clusters Score -2342176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2342178.500000 Penalty: 4915.860352
	Iteration 38Q: 3 clusters Score -2342178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2342178.500000 Penalty: 4915.860352
	Iteration 39F: 3 clusters Score -2342178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -240918.781250 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -240918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238202.125000 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -238202.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238763.953125 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -238764 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -238929.343750 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -238929.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -239017.156250 Penalty: 3814.608398
	Iteration 3Q: 3 clusters Score -239017.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -239095.953125 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -239096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -239144.625000 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -239144.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -239173.750000 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -239173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -239203.968750 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -239204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -239227.078125 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -239227.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -239255.046875 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -239255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -239284.859375 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -239284.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -239309.984375 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -239310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -239330.062500 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -239330.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -239345.062500 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -239345.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -239363.406250 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -239363.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -239383.406250 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -239383.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -239412.312500 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -239412.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -239442.218750 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -239442.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -239467.812500 Penalty: 3814.608398
	Iteration 18Q: 3 clusters Score -239467.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -239485.578125 Penalty: 3814.608398
	Iteration 19Q: 3 clusters Score -239485.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -239499.390625 Penalty: 3814.608398
	Iteration 20F: 3 clusters Score -239499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -239516.703125 Penalty: 3814.608398
	Iteration 21Q: 3 clusters Score -239516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -239549.812500 Penalty: 3814.608398
	Iteration 22Q: 3 clusters Score -239549.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -239591.203125 Penalty: 3814.608398
	Iteration 23Q: 3 clusters Score -239591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -239617.859375 Penalty: 3814.608398
	Iteration 24Q: 3 clusters Score -239617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -239634.109375 Penalty: 3814.608398
	Iteration 25Q: 3 clusters Score -239634.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -239645.750000 Penalty: 3814.608398
	Iteration 26Q: 3 clusters Score -239645.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -239658.968750 Penalty: 3814.608398
	Iteration 27Q: 3 clusters Score -239659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -239671.937500 Penalty: 3814.608398
	Iteration 28Q: 3 clusters Score -239671.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -239681.484375 Penalty: 3814.608398
	Iteration 29Q: 3 clusters Score -239681.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -239687.593750 Penalty: 3814.608398
	Iteration 30Q: 3 clusters Score -239687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -239699.171875 Penalty: 3814.608398
	Iteration 31Q: 3 clusters Score -239699.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -239711.625000 Penalty: 3814.608398
	Iteration 32Q: 3 clusters Score -239711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -239716.296875 Penalty: 3814.608398
	Iteration 33Q: 3 clusters Score -239716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -239719.046875 Penalty: 3814.608398
	Iteration 34Q: 3 clusters Score -239719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -239723.031250 Penalty: 3814.608398
	Iteration 35Q: 3 clusters Score -239723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -239724.578125 Penalty: 3814.608398
	Iteration 36Q: 3 clusters Score -239724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -239725.031250 Penalty: 3814.608398
	Iteration 37Q: 3 clusters Score -239725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -239725.593750 Penalty: 3814.608398
	Iteration 38Q: 3 clusters Score -239725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -239727.890625 Penalty: 3814.608398
	Iteration 39Q: 3 clusters Score -239727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -239730.359375 Penalty: 3814.608398
	Iteration 40F: 3 clusters Score -239730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -239732.437500 Penalty: 3814.608398
	Iteration 41Q: 3 clusters Score -239732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -239734.000000 Penalty: 3814.608398
	Iteration 42Q: 3 clusters Score -239734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -239735.171875 Penalty: 3814.608398
	Iteration 43Q: 3 clusters Score -239735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -239736.312500 Penalty: 3814.608398
	Iteration 44Q: 3 clusters Score -239736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -239736.109375 Penalty: 3814.608398
	Iteration 45Q: 3 clusters Score -239736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -239736.109375 Penalty: 3814.608398
	Iteration 46F: 3 clusters Score -239736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Entering Unmasked Estep 
Score: -4892399.000000 Penalty: 2634.361084
	Iteration 0F: 2 clusters Score -4892399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4864680.500000 Penalty: 5268.722168
	Iteration 0F: 3 clusters Score -4864680 nChanged 18766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4874972.000000 Penalty: 5268.722168
	Iteration 1F: 3 clusters Score -4874972 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4875560.000000 Penalty: 5268.722168
	Iteration 2Q: 3 clusters Score -4875560 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4876144.500000 Penalty: 5268.722168
	Iteration 3Q: 3 clusters Score -4876144 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4876794.500000 Penalty: 5268.722168
	Iteration 4Q: 3 clusters Score -4876794 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4877523.500000 Penalty: 5268.722168
	Iteration 5Q: 3 clusters Score -4877524 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4878372.000000 Penalty: 5268.722168
	Iteration 6Q: 3 clusters Score -4878372 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4879412.500000 Penalty: 5268.722168
	Iteration 7Q: 3 clusters Score -4879412 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4880674.000000 Penalty: 5268.722168
	Iteration 8F: 3 clusters Score -4880674 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4882218.000000 Penalty: 5268.722168
	Iteration 9F: 3 clusters Score -4882218 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4883901.500000 Penalty: 5268.722168
	Iteration 10F: 3 clusters Score -4883902 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4885220.500000 Penalty: 5268.722168
	Iteration 11F: 3 clusters Score -4885220 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4885972.500000 Penalty: 5268.722168
	Iteration 12Q: 3 clusters Score -4885972 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4886384.500000 Penalty: 5268.722168
	Iteration 13Q: 3 clusters Score -4886384 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4886613.500000 Penalty: 5268.722168
	Iteration 14Q: 3 clusters Score -4886614 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4886788.500000 Penalty: 5268.722168
	Iteration 15Q: 3 clusters Score -4886788 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4886949.000000 Penalty: 5268.722168
	Iteration 16Q: 3 clusters Score -4886949 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -4887095.000000 Penalty: 5268.722168
	Iteration 17Q: 3 clusters Score -4887095 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4887238.000000 Penalty: 5268.722168
	Iteration 18Q: 3 clusters Score -4887238 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4887360.500000 Penalty: 5268.722168
	Iteration 19Q: 3 clusters Score -4887360 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -4887504.000000 Penalty: 5268.722168
	Iteration 20F: 3 clusters Score -4887504 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4887624.000000 Penalty: 5268.722168
	Iteration 21Q: 3 clusters Score -4887624 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4887762.500000 Penalty: 5268.722168
	Iteration 22Q: 3 clusters Score -4887762 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4887880.500000 Penalty: 5268.722168
	Iteration 23Q: 3 clusters Score -4887880 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4888001.500000 Penalty: 5268.722168
	Iteration 24Q: 3 clusters Score -4888002 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4888102.500000 Penalty: 5268.722168
	Iteration 25Q: 3 clusters Score -4888102 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4888208.500000 Penalty: 5268.722168
	Iteration 26Q: 3 clusters Score -4888208 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4888304.000000 Penalty: 5268.722168
	Iteration 27Q: 3 clusters Score -4888304 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4888381.000000 Penalty: 5268.722168
	Iteration 28Q: 3 clusters Score -4888381 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4888458.500000 Penalty: 5268.722168
	Iteration 29Q: 3 clusters Score -4888458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4888553.500000 Penalty: 5268.722168
	Iteration 30Q: 3 clusters Score -4888554 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4888649.000000 Penalty: 5268.722168
	Iteration 31Q: 3 clusters Score -4888649 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4888725.000000 Penalty: 5268.722168
	Iteration 32Q: 3 clusters Score -4888725 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4888824.500000 Penalty: 5268.722168
	Iteration 33Q: 3 clusters Score -4888824 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4888917.000000 Penalty: 5268.722168
	Iteration 34Q: 3 clusters Score -4888917 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4888975.500000 Penalty: 5268.722168
	Iteration 35Q: 3 clusters Score -4888976 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -4889060.500000 Penalty: 5268.722168
	Iteration 36Q: 3 clusters Score -4889060 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4889154.500000 Penalty: 5268.722168
	Iteration 37Q: 3 clusters Score -4889154 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4889263.000000 Penalty: 5268.722168
	Iteration 38Q: 3 clusters Score -4889263 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4889319.000000 Penalty: 5268.722168
	Iteration 39Q: 3 clusters Score -4889319 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4889382.500000 Penalty: 5268.722168
	Iteration 40F: 3 clusters Score -4889382 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4889442.500000 Penalty: 5268.722168
	Iteration 41Q: 3 clusters Score -4889442 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4889505.500000 Penalty: 5268.722168
	Iteration 42Q: 3 clusters Score -4889506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4889576.500000 Penalty: 5268.722168
	Iteration 43Q: 3 clusters Score -4889576 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4889638.000000 Penalty: 5268.722168
	Iteration 44Q: 3 clusters Score -4889638 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -4889680.500000 Penalty: 5268.722168
	Iteration 45Q: 3 clusters Score -4889680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -4889716.500000 Penalty: 5268.722168
	Iteration 46Q: 3 clusters Score -4889716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4889724.000000 Penalty: 5268.722168
	Iteration 47Q: 3 clusters Score -4889724 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4889747.500000 Penalty: 5268.722168
	Iteration 48Q: 3 clusters Score -4889748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4889773.000000 Penalty: 5268.722168
	Iteration 49Q: 3 clusters Score -4889773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4889812.500000 Penalty: 5268.722168
	Iteration 50Q: 3 clusters Score -4889812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4889830.500000 Penalty: 5268.722168
	Iteration 51Q: 3 clusters Score -4889830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4889847.500000 Penalty: 5268.722168
	Iteration 52Q: 3 clusters Score -4889848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -4889870.000000 Penalty: 5268.722168
	Iteration 53Q: 3 clusters Score -4889870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -4889890.500000 Penalty: 5268.722168
	Iteration 54Q: 3 clusters Score -4889890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -4889906.000000 Penalty: 5268.722168
	Iteration 55Q: 3 clusters Score -4889906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4889919.000000 Penalty: 5268.722168
	Iteration 56Q: 3 clusters Score -4889919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -4889948.500000 Penalty: 5268.722168
	Iteration 57Q: 3 clusters Score -4889948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4889963.000000 Penalty: 5268.722168
	Iteration 58Q: 3 clusters Score -4889963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4889986.000000 Penalty: 5268.722168
	Iteration 59Q: 3 clusters Score -4889986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -4889996.000000 Penalty: 5268.722168
	Iteration 60F: 3 clusters Score -4889996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4890002.000000 Penalty: 5268.722168
	Iteration 61Q: 3 clusters Score -4890002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4890007.000000 Penalty: 5268.722168
	Iteration 62Q: 3 clusters Score -4890007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4890004.500000 Penalty: 5268.722168
	Iteration 63Q: 3 clusters Score -4890004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4890021.000000 Penalty: 5268.722168
	Iteration 64Q: 3 clusters Score -4890021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -4890023.000000 Penalty: 5268.722168
	Iteration 65Q: 3 clusters Score -4890023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4890043.000000 Penalty: 5268.722168
	Iteration 66Q: 3 clusters Score -4890043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -4890047.000000 Penalty: 5268.722168
	Iteration 67Q: 3 clusters Score -4890047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4890048.500000 Penalty: 5268.722168
	Iteration 68Q: 3 clusters Score -4890048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4890058.500000 Penalty: 5268.722168
	Iteration 69Q: 3 clusters Score -4890058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4890067.000000 Penalty: 5268.722168
	Iteration 70Q: 3 clusters Score -4890067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4890066.500000 Penalty: 5268.722168
	Iteration 71Q: 3 clusters Score -4890066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4890071.500000 Penalty: 5268.722168
	Iteration 72Q: 3 clusters Score -4890072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4890071.500000 Penalty: 5268.722168
	Iteration 73Q: 3 clusters Score -4890072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -4890070.500000 Penalty: 5268.722168
	Iteration 74Q: 3 clusters Score -4890070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -4890073.000000 Penalty: 5268.722168
	Iteration 75Q: 3 clusters Score -4890073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -4890073.500000 Penalty: 5268.722168
	Iteration 76Q: 3 clusters Score -4890074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4890075.500000 Penalty: 5268.722168
	Iteration 77Q: 3 clusters Score -4890076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4890072.500000 Penalty: 5268.722168
	Iteration 78Q: 3 clusters Score -4890072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4890073.000000 Penalty: 5268.722168
	Iteration 79Q: 3 clusters Score -4890073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -4890071.000000 Penalty: 5268.722168
	Iteration 80F: 3 clusters Score -4890071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -4890074.500000 Penalty: 5268.722168
	Iteration 81Q: 3 clusters Score -4890074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4890075.500000 Penalty: 5268.722168
	Iteration 82Q: 3 clusters Score -4890076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4890077.000000 Penalty: 5268.722168
	Iteration 83Q: 3 clusters Score -4890077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4890084.000000 Penalty: 5268.722168
	Iteration 84Q: 3 clusters Score -4890084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -4890083.000000 Penalty: 5268.722168
	Iteration 85Q: 3 clusters Score -4890083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -4890083.500000 Penalty: 5268.722168
	Iteration 86Q: 3 clusters Score -4890084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4890085.000000 Penalty: 5268.722168
	Iteration 87Q: 3 clusters Score -4890085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4890088.500000 Penalty: 5268.722168
	Iteration 88Q: 3 clusters Score -4890088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4890088.000000 Penalty: 5268.722168
	Iteration 89Q: 3 clusters Score -4890088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4890086.000000 Penalty: 5268.722168
	Iteration 90Q: 3 clusters Score -4890086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -4890085.500000 Penalty: 5268.722168
	Iteration 91Q: 3 clusters Score -4890086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4890094.500000 Penalty: 5268.722168
	Iteration 92Q: 3 clusters Score -4890094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -4890098.000000 Penalty: 5268.722168
	Iteration 93Q: 3 clusters Score -4890098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -4890103.500000 Penalty: 5268.722168
	Iteration 94Q: 3 clusters Score -4890104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4890098.000000 Penalty: 5268.722168
	Iteration 95Q: 3 clusters Score -4890098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4890104.000000 Penalty: 5268.722168
	Iteration 96Q: 3 clusters Score -4890104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4890102.000000 Penalty: 5268.722168
	Iteration 97Q: 3 clusters Score -4890102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -4890104.000000 Penalty: 5268.722168
	Iteration 98Q: 3 clusters Score -4890104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4890104.500000 Penalty: 5268.722168
	Iteration 99Q: 3 clusters Score -4890104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -4890118.500000 Penalty: 5268.722168
	Iteration 100F: 3 clusters Score -4890118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -4890121.500000 Penalty: 5268.722168
	Iteration 101Q: 3 clusters Score -4890122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4890121.500000 Penalty: 5268.722168
	Iteration 102Q: 3 clusters Score -4890122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4890123.000000 Penalty: 5268.722168
	Iteration 103Q: 3 clusters Score -4890123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4890123.000000 Penalty: 5268.722168
	Iteration 104Q: 3 clusters Score -4890123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4890124.000000 Penalty: 5268.722168
	Iteration 105Q: 3 clusters Score -4890124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4890127.000000 Penalty: 5268.722168
	Iteration 106Q: 3 clusters Score -4890127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -4890129.500000 Penalty: 5268.722168
	Iteration 107Q: 3 clusters Score -4890130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4890134.000000 Penalty: 5268.722168
	Iteration 108Q: 3 clusters Score -4890134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4890140.000000 Penalty: 5268.722168
	Iteration 109Q: 3 clusters Score -4890140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4890140.000000 Penalty: 5268.722168
	Iteration 110Q: 3 clusters Score -4890140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4890139.000000 Penalty: 5268.722168
	Iteration 111Q: 3 clusters Score -4890139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4890143.500000 Penalty: 5268.722168
	Iteration 112Q: 3 clusters Score -4890144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4890134.500000 Penalty: 5268.722168
	Iteration 113Q: 3 clusters Score -4890134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -4890135.000000 Penalty: 5268.722168
	Iteration 114Q: 3 clusters Score -4890135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4890129.500000 Penalty: 5268.722168
	Iteration 115Q: 3 clusters Score -4890130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -4890137.500000 Penalty: 5268.722168
	Iteration 116Q: 3 clusters Score -4890138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4890151.000000 Penalty: 5268.722168
	Iteration 117Q: 3 clusters Score -4890151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4890147.000000 Penalty: 5268.722168
	Iteration 118Q: 3 clusters Score -4890147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4890157.500000 Penalty: 5268.722168
	Iteration 119Q: 3 clusters Score -4890158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -4890163.500000 Penalty: 5268.722168
	Iteration 120F: 3 clusters Score -4890164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4890161.000000 Penalty: 5268.722168
	Iteration 121Q: 3 clusters Score -4890161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -4890163.000000 Penalty: 5268.722168
	Iteration 122Q: 3 clusters Score -4890163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4890164.000000 Penalty: 5268.722168
	Iteration 123Q: 3 clusters Score -4890164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -4890177.000000 Penalty: 5268.722168
	Iteration 124Q: 3 clusters Score -4890177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4890188.500000 Penalty: 5268.722168
	Iteration 125Q: 3 clusters Score -4890188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -4890188.000000 Penalty: 5268.722168
	Iteration 126Q: 3 clusters Score -4890188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4890189.000000 Penalty: 5268.722168
	Iteration 127Q: 3 clusters Score -4890189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4890188.500000 Penalty: 5268.722168
	Iteration 128Q: 3 clusters Score -4890188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4890184.500000 Penalty: 5268.722168
	Iteration 129Q: 3 clusters Score -4890184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4890189.500000 Penalty: 5268.722168
	Iteration 130Q: 3 clusters Score -4890190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4890194.500000 Penalty: 5268.722168
	Iteration 131Q: 3 clusters Score -4890194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4890196.500000 Penalty: 5268.722168
	Iteration 132Q: 3 clusters Score -4890196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4890196.500000 Penalty: 5268.722168
	Iteration 133Q: 3 clusters Score -4890196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4890190.500000 Penalty: 5268.722168
	Iteration 134Q: 3 clusters Score -4890190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4890193.500000 Penalty: 5268.722168
	Iteration 135Q: 3 clusters Score -4890194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -4890198.500000 Penalty: 5268.722168
	Iteration 136Q: 3 clusters Score -4890198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -4890205.500000 Penalty: 5268.722168
	Iteration 137Q: 3 clusters Score -4890206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4890204.500000 Penalty: 5268.722168
	Iteration 138Q: 3 clusters Score -4890204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4890207.500000 Penalty: 5268.722168
	Iteration 139Q: 3 clusters Score -4890208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4890204.000000 Penalty: 5268.722168
	Iteration 140F: 3 clusters Score -4890204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -4890211.500000 Penalty: 5268.722168
	Iteration 141Q: 3 clusters Score -4890212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -4890207.500000 Penalty: 5268.722168
	Iteration 142Q: 3 clusters Score -4890208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -4890208.500000 Penalty: 5268.722168
	Iteration 143Q: 3 clusters Score -4890208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4890216.000000 Penalty: 5268.722168
	Iteration 144Q: 3 clusters Score -4890216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -4890219.500000 Penalty: 5268.722168
	Iteration 145Q: 3 clusters Score -4890220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -4890215.000000 Penalty: 5268.722168
	Iteration 146Q: 3 clusters Score -4890215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -4890216.000000 Penalty: 5268.722168
	Iteration 147Q: 3 clusters Score -4890216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -4890216.000000 Penalty: 5268.722168
	Iteration 148F: 3 clusters Score -4890216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -990268.500000 Penalty: 2250.225342
	Iteration 0F: 2 clusters Score -990268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -983542.562500 Penalty: 4500.450684
	Iteration 0F: 3 clusters Score -983542.6 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -985458.687500 Penalty: 4500.450684
	Iteration 1F: 3 clusters Score -985458.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -985744.625000 Penalty: 4500.450684
	Iteration 2F: 3 clusters Score -985744.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -985963.187500 Penalty: 4500.450684
	Iteration 3Q: 3 clusters Score -985963.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -986141.937500 Penalty: 4500.450684
	Iteration 4Q: 3 clusters Score -986141.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -986278.687500 Penalty: 4500.450684
	Iteration 5Q: 3 clusters Score -986278.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -986461.000000 Penalty: 4500.450684
	Iteration 6Q: 3 clusters Score -986461 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -986691.500000 Penalty: 4500.450684
	Iteration 7Q: 3 clusters Score -986691.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -986971.062500 Penalty: 4500.450684
	Iteration 8Q: 3 clusters Score -986971.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -987327.375000 Penalty: 4500.450684
	Iteration 9F: 3 clusters Score -987327.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -987684.312500 Penalty: 4500.450684
	Iteration 10Q: 3 clusters Score -987684.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -987997.625000 Penalty: 4500.450684
	Iteration 11Q: 3 clusters Score -987997.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -988221.437500 Penalty: 4500.450684
	Iteration 12Q: 3 clusters Score -988221.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -988374.312500 Penalty: 4500.450684
	Iteration 13Q: 3 clusters Score -988374.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -988494.187500 Penalty: 4500.450684
	Iteration 14Q: 3 clusters Score -988494.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -988567.937500 Penalty: 4500.450684
	Iteration 15Q: 3 clusters Score -988567.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -988619.312500 Penalty: 4500.450684
	Iteration 16Q: 3 clusters Score -988619.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -988673.937500 Penalty: 4500.450684
	Iteration 17Q: 3 clusters Score -988673.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -988714.625000 Penalty: 4500.450684
	Iteration 18Q: 3 clusters Score -988714.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -988739.437500 Penalty: 4500.450684
	Iteration 19Q: 3 clusters Score -988739.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -988775.312500 Penalty: 4500.450684
	Iteration 20F: 3 clusters Score -988775.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -988804.687500 Penalty: 4500.450684
	Iteration 21Q: 3 clusters Score -988804.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -988821.437500 Penalty: 4500.450684
	Iteration 22Q: 3 clusters Score -988821.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -988833.000000 Penalty: 4500.450684
	Iteration 23Q: 3 clusters Score -988833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -988842.500000 Penalty: 4500.450684
	Iteration 24Q: 3 clusters Score -988842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -988849.937500 Penalty: 4500.450684
	Iteration 25Q: 3 clusters Score -988849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -988850.062500 Penalty: 4500.450684
	Iteration 26Q: 3 clusters Score -988850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -988855.500000 Penalty: 4500.450684
	Iteration 27Q: 3 clusters Score -988855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -988857.187500 Penalty: 4500.450684
	Iteration 28Q: 3 clusters Score -988857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -988857.062500 Penalty: 4500.450684
	Iteration 29Q: 3 clusters Score -988857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -988857.062500 Penalty: 4500.450684
	Iteration 30F: 3 clusters Score -988857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (213575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213575 members 
Entering Unmasked Estep 
Score: -25162912.000000 Penalty: 3043.392578
	Iteration 0F: 2 clusters Score -2.516291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -25024786.000000 Penalty: 6086.785156
	Iteration 0F: 3 clusters Score -2.502479e+07 nChanged 102720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105841 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -25085224.000000 Penalty: 6086.785156
	Iteration 1F: 3 clusters Score -2.508522e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -25086684.000000 Penalty: 6086.785156
	Iteration 2Q: 3 clusters Score -2.508668e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -25088482.000000 Penalty: 6086.785156
	Iteration 3Q: 3 clusters Score -2.508848e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -25090716.000000 Penalty: 6086.785156
	Iteration 4Q: 3 clusters Score -2.509072e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -25094280.000000 Penalty: 6086.785156
	Iteration 5Q: 3 clusters Score -2.509428e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -25098710.000000 Penalty: 6086.785156
	Iteration 6Q: 3 clusters Score -2.509871e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -25105402.000000 Penalty: 6086.785156
	Iteration 7F: 3 clusters Score -2.51054e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -25114700.000000 Penalty: 6086.785156
	Iteration 8F: 3 clusters Score -2.51147e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -25124136.000000 Penalty: 6086.785156
	Iteration 9F: 3 clusters Score -2.512414e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 117879 members 
Entering Unmasked Estep 
Score: -25129926.000000 Penalty: 6086.785156
	Iteration 10F: 3 clusters Score -2.512993e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -25132046.000000 Penalty: 6086.785156
	Iteration 11Q: 3 clusters Score -2.513205e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -25133052.000000 Penalty: 6086.785156
	Iteration 12Q: 3 clusters Score -2.513305e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 122467 members 
Entering Unmasked Estep 
Score: -25133492.000000 Penalty: 6086.785156
	Iteration 13Q: 3 clusters Score -2.513349e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 124210 members 
Entering Unmasked Estep 
Score: -25134036.000000 Penalty: 6086.785156
	Iteration 14Q: 3 clusters Score -2.513404e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 126149 members 
Entering Unmasked Estep 
Score: -25134440.000000 Penalty: 6086.785156
	Iteration 15Q: 3 clusters Score -2.513444e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 128337 members 
Entering Unmasked Estep 
Score: -25135058.000000 Penalty: 6086.785156
	Iteration 16Q: 3 clusters Score -2.513506e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -25135736.000000 Penalty: 6086.785156
	Iteration 17Q: 3 clusters Score -2.513574e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -25136518.000000 Penalty: 6086.785156
	Iteration 18Q: 3 clusters Score -2.513652e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 136274 members 
Entering Unmasked Estep 
Score: -25137388.000000 Penalty: 6086.785156
	Iteration 19Q: 3 clusters Score -2.513739e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -25138314.000000 Penalty: 6086.785156
	Iteration 20F: 3 clusters Score -2.513831e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -25139336.000000 Penalty: 6086.785156
	Iteration 21Q: 3 clusters Score -2.513934e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -25140578.000000 Penalty: 6086.785156
	Iteration 22Q: 3 clusters Score -2.514058e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -25142084.000000 Penalty: 6086.785156
	Iteration 23Q: 3 clusters Score -2.514208e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 153896 members 
Entering Unmasked Estep 
Score: -25143594.000000 Penalty: 6086.785156
	Iteration 24Q: 3 clusters Score -2.514359e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -25144968.000000 Penalty: 6086.785156
	Iteration 25Q: 3 clusters Score -2.514497e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -25146464.000000 Penalty: 6086.785156
	Iteration 26Q: 3 clusters Score -2.514646e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 165663 members 
Entering Unmasked Estep 
Score: -25148084.000000 Penalty: 6086.785156
	Iteration 27Q: 3 clusters Score -2.514808e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -25149758.000000 Penalty: 6086.785156
	Iteration 28Q: 3 clusters Score -2.514976e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 173413 members 
Entering Unmasked Estep 
Score: -25151180.000000 Penalty: 6086.785156
	Iteration 29Q: 3 clusters Score -2.515118e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -25152600.000000 Penalty: 6086.785156
	Iteration 30Q: 3 clusters Score -2.51526e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 180671 members 
Entering Unmasked Estep 
Score: -25154008.000000 Penalty: 6086.785156
	Iteration 31Q: 3 clusters Score -2.515401e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 184057 members 
Entering Unmasked Estep 
Score: -25155078.000000 Penalty: 6086.785156
	Iteration 32Q: 3 clusters Score -2.515508e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 187307 members 
Entering Unmasked Estep 
Score: -25156160.000000 Penalty: 6086.785156
	Iteration 33Q: 3 clusters Score -2.515616e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 190356 members 
Entering Unmasked Estep 
Score: -25157360.000000 Penalty: 6086.785156
	Iteration 34Q: 3 clusters Score -2.515736e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 193137 members 
Entering Unmasked Estep 
Score: -25158312.000000 Penalty: 6086.785156
	Iteration 35Q: 3 clusters Score -2.515831e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 195587 members 
Entering Unmasked Estep 
Score: -25159094.000000 Penalty: 6086.785156
	Iteration 36Q: 3 clusters Score -2.515909e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 197745 members 
Entering Unmasked Estep 
Score: -25159564.000000 Penalty: 6086.785156
	Iteration 37Q: 3 clusters Score -2.515956e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 199642 members 
Entering Unmasked Estep 
Score: -25159920.000000 Penalty: 6086.785156
	Iteration 38Q: 3 clusters Score -2.515992e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 201213 members 
Entering Unmasked Estep 
Score: -25160098.000000 Penalty: 6086.785156
	Iteration 39Q: 3 clusters Score -2.51601e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 202554 members 
Entering Unmasked Estep 
Score: -25160610.000000 Penalty: 6086.785156
	Iteration 40F: 3 clusters Score -2.516061e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 204039 members 
Entering Unmasked Estep 
Score: -25161002.000000 Penalty: 6086.785156
	Iteration 41Q: 3 clusters Score -2.5161e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 205287 members 
Entering Unmasked Estep 
Score: -25161340.000000 Penalty: 6086.785156
	Iteration 42Q: 3 clusters Score -2.516134e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -25161622.000000 Penalty: 6086.785156
	Iteration 43Q: 3 clusters Score -2.516162e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 207202 members 
Entering Unmasked Estep 
Score: -25161830.000000 Penalty: 6086.785156
	Iteration 44Q: 3 clusters Score -2.516183e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 207890 members 
Entering Unmasked Estep 
Score: -25162024.000000 Penalty: 6086.785156
	Iteration 45Q: 3 clusters Score -2.516202e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 208427 members 
Entering Unmasked Estep 
Score: -25161978.000000 Penalty: 6086.785156
	Iteration 46Q: 3 clusters Score -2.516198e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 208858 members 
Entering Unmasked Estep 
Score: -25162012.000000 Penalty: 6086.785156
	Iteration 47Q: 3 clusters Score -2.516201e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 209209 members 
Entering Unmasked Estep 
Score: -25162110.000000 Penalty: 6086.785156
	Iteration 48Q: 3 clusters Score -2.516211e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 209495 members 
Entering Unmasked Estep 
Score: -25162182.000000 Penalty: 6086.785156
	Iteration 49Q: 3 clusters Score -2.516218e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 209722 members 
Entering Unmasked Estep 
Score: -25162196.000000 Penalty: 6086.785156
	Iteration 50Q: 3 clusters Score -2.51622e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 209894 members 
Entering Unmasked Estep 
Score: -25162226.000000 Penalty: 6086.785156
	Iteration 51Q: 3 clusters Score -2.516223e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 210032 members 
Entering Unmasked Estep 
Score: -25162200.000000 Penalty: 6086.785156
	Iteration 52Q: 3 clusters Score -2.51622e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 210145 members 
Entering Unmasked Estep 
Score: -25162274.000000 Penalty: 6086.785156
	Iteration 53Q: 3 clusters Score -2.516227e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 210213 members 
Entering Unmasked Estep 
Score: -25162224.000000 Penalty: 6086.785156
	Iteration 54Q: 3 clusters Score -2.516222e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 210274 members 
Entering Unmasked Estep 
Score: -25162212.000000 Penalty: 6086.785156
	Iteration 55Q: 3 clusters Score -2.516221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 210314 members 
Entering Unmasked Estep 
Score: -25162152.000000 Penalty: 6086.785156
	Iteration 56Q: 3 clusters Score -2.516215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 210342 members 
Entering Unmasked Estep 
Score: -25162176.000000 Penalty: 6086.785156
	Iteration 57Q: 3 clusters Score -2.516218e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 210385 members 
Entering Unmasked Estep 
Score: -25162140.000000 Penalty: 6086.785156
	Iteration 58Q: 3 clusters Score -2.516214e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 210429 members 
Entering Unmasked Estep 
Score: -25162184.000000 Penalty: 6086.785156
	Iteration 59Q: 3 clusters Score -2.516218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 210475 members 
Entering Unmasked Estep 
Score: -25162156.000000 Penalty: 6086.785156
	Iteration 60F: 3 clusters Score -2.516216e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 210522 members 
Entering Unmasked Estep 
Score: -25162158.000000 Penalty: 6086.785156
	Iteration 61Q: 3 clusters Score -2.516216e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 210561 members 
Entering Unmasked Estep 
Score: -25162172.000000 Penalty: 6086.785156
	Iteration 62Q: 3 clusters Score -2.516217e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 210595 members 
Entering Unmasked Estep 
Score: -25162172.000000 Penalty: 6086.785156
	Iteration 63Q: 3 clusters Score -2.516217e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 210617 members 
Entering Unmasked Estep 
Score: -25162136.000000 Penalty: 6086.785156
	Iteration 64Q: 3 clusters Score -2.516214e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 210634 members 
Entering Unmasked Estep 
Score: -25162158.000000 Penalty: 6086.785156
	Iteration 65Q: 3 clusters Score -2.516216e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 210650 members 
Entering Unmasked Estep 
Score: -25162144.000000 Penalty: 6086.785156
	Iteration 66Q: 3 clusters Score -2.516214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 210657 members 
Entering Unmasked Estep 
Score: -25162106.000000 Penalty: 6086.785156
	Iteration 67Q: 3 clusters Score -2.516211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 210674 members 
Entering Unmasked Estep 
Score: -25162116.000000 Penalty: 6086.785156
	Iteration 68Q: 3 clusters Score -2.516212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 210686 members 
Entering Unmasked Estep 
Score: -25162174.000000 Penalty: 6086.785156
	Iteration 69Q: 3 clusters Score -2.516217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 210703 members 
Entering Unmasked Estep 
Score: -25162154.000000 Penalty: 6086.785156
	Iteration 70Q: 3 clusters Score -2.516215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 210712 members 
Entering Unmasked Estep 
Score: -25162188.000000 Penalty: 6086.785156
	Iteration 71Q: 3 clusters Score -2.516219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 210727 members 
Entering Unmasked Estep 
Score: -25162230.000000 Penalty: 6086.785156
	Iteration 72Q: 3 clusters Score -2.516223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -25162214.000000 Penalty: 6086.785156
	Iteration 73Q: 3 clusters Score -2.516221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 210741 members 
Entering Unmasked Estep 
Score: -25162214.000000 Penalty: 6086.785156
	Iteration 74Q: 3 clusters Score -2.516221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 210743 members 
Entering Unmasked Estep 
Score: -25162222.000000 Penalty: 6086.785156
	Iteration 75Q: 3 clusters Score -2.516222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 210747 members 
Entering Unmasked Estep 
Score: -25162214.000000 Penalty: 6086.785156
	Iteration 76Q: 3 clusters Score -2.516221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 210750 members 
Entering Unmasked Estep 
Score: -25162208.000000 Penalty: 6086.785156
	Iteration 77Q: 3 clusters Score -2.516221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -25162216.000000 Penalty: 6086.785156
	Iteration 78Q: 3 clusters Score -2.516222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 210753 members 
Entering Unmasked Estep 
Score: -25162208.000000 Penalty: 6086.785156
	Iteration 79Q: 3 clusters Score -2.516221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 210753 members 
Entering Unmasked Estep 
Score: -25162222.000000 Penalty: 6086.785156
	Iteration 80F: 3 clusters Score -2.516222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 210748 members 
Entering Unmasked Estep 
Score: -25162230.000000 Penalty: 6086.785156
	Iteration 81Q: 3 clusters Score -2.516223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 210746 members 
Entering Unmasked Estep 
Score: -25162228.000000 Penalty: 6086.785156
	Iteration 82Q: 3 clusters Score -2.516223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 210739 members 
Entering Unmasked Estep 
Score: -25162246.000000 Penalty: 6086.785156
	Iteration 83Q: 3 clusters Score -2.516225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 210733 members 
Entering Unmasked Estep 
Score: -25162244.000000 Penalty: 6086.785156
	Iteration 84Q: 3 clusters Score -2.516224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 210733 members 
Entering Unmasked Estep 
Score: -25162266.000000 Penalty: 6086.785156
	Iteration 85Q: 3 clusters Score -2.516227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -25162268.000000 Penalty: 6086.785156
	Iteration 86Q: 3 clusters Score -2.516227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 210735 members 
Entering Unmasked Estep 
Score: -25162268.000000 Penalty: 6086.785156
	Iteration 87Q: 3 clusters Score -2.516227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 210735 members 
Entering Unmasked Estep 
Score: -25162276.000000 Penalty: 6086.785156
	Iteration 88Q: 3 clusters Score -2.516228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 210736 members 
Entering Unmasked Estep 
Score: -25162258.000000 Penalty: 6086.785156
	Iteration 89Q: 3 clusters Score -2.516226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -25162266.000000 Penalty: 6086.785156
	Iteration 90Q: 3 clusters Score -2.516227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -25162272.000000 Penalty: 6086.785156
	Iteration 91Q: 3 clusters Score -2.516227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 210730 members 
Entering Unmasked Estep 
Score: -25162294.000000 Penalty: 6086.785156
	Iteration 92Q: 3 clusters Score -2.516229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 210730 members 
Entering Unmasked Estep 
Score: -25162286.000000 Penalty: 6086.785156
	Iteration 93Q: 3 clusters Score -2.516229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 210729 members 
Entering Unmasked Estep 
Score: -25162282.000000 Penalty: 6086.785156
	Iteration 94Q: 3 clusters Score -2.516228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 210730 members 
Entering Unmasked Estep 
Score: -25162278.000000 Penalty: 6086.785156
	Iteration 95Q: 3 clusters Score -2.516228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 210729 members 
Entering Unmasked Estep 
Score: -25162280.000000 Penalty: 6086.785156
	Iteration 96Q: 3 clusters Score -2.516228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 210734 members 
Entering Unmasked Estep 
Score: -25162276.000000 Penalty: 6086.785156
	Iteration 97Q: 3 clusters Score -2.516228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 210739 members 
Entering Unmasked Estep 
Score: -25162288.000000 Penalty: 6086.785156
	Iteration 98Q: 3 clusters Score -2.516229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 210741 members 
Entering Unmasked Estep 
Score: -25162308.000000 Penalty: 6086.785156
	Iteration 99Q: 3 clusters Score -2.516231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 210744 members 
Entering Unmasked Estep 
Score: -25162292.000000 Penalty: 6086.785156
	Iteration 100F: 3 clusters Score -2.516229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 210749 members 
Entering Unmasked Estep 
Score: -25162306.000000 Penalty: 6086.785156
	Iteration 101Q: 3 clusters Score -2.516231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -25162304.000000 Penalty: 6086.785156
	Iteration 102Q: 3 clusters Score -2.51623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 210755 members 
Entering Unmasked Estep 
Score: -25162294.000000 Penalty: 6086.785156
	Iteration 103Q: 3 clusters Score -2.516229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 210756 members 
Entering Unmasked Estep 
Score: -25162292.000000 Penalty: 6086.785156
	Iteration 104Q: 3 clusters Score -2.516229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 210757 members 
Entering Unmasked Estep 
Score: -25162298.000000 Penalty: 6086.785156
	Iteration 105Q: 3 clusters Score -2.51623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 210767 members 
Entering Unmasked Estep 
Score: -25162290.000000 Penalty: 6086.785156
	Iteration 106Q: 3 clusters Score -2.516229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 210773 members 
Entering Unmasked Estep 
Score: -25162292.000000 Penalty: 6086.785156
	Iteration 107Q: 3 clusters Score -2.516229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 210780 members 
Entering Unmasked Estep 
Score: -25162274.000000 Penalty: 6086.785156
	Iteration 108Q: 3 clusters Score -2.516227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 210784 members 
Entering Unmasked Estep 
Score: -25162262.000000 Penalty: 6086.785156
	Iteration 109Q: 3 clusters Score -2.516226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 210777 members 
Entering Unmasked Estep 
Score: -25162284.000000 Penalty: 6086.785156
	Iteration 110Q: 3 clusters Score -2.516228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 210776 members 
Entering Unmasked Estep 
Score: -25162292.000000 Penalty: 6086.785156
	Iteration 111Q: 3 clusters Score -2.516229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 210769 members 
Entering Unmasked Estep 
Score: -25162342.000000 Penalty: 6086.785156
	Iteration 112Q: 3 clusters Score -2.516234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 210766 members 
Entering Unmasked Estep 
Score: -25162304.000000 Penalty: 6086.785156
	Iteration 113Q: 3 clusters Score -2.51623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 210769 members 
Entering Unmasked Estep 
Score: -25162330.000000 Penalty: 6086.785156
	Iteration 114Q: 3 clusters Score -2.516233e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 210762 members 
Entering Unmasked Estep 
Score: -25162316.000000 Penalty: 6086.785156
	Iteration 115Q: 3 clusters Score -2.516232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 210756 members 
Entering Unmasked Estep 
Score: -25162314.000000 Penalty: 6086.785156
	Iteration 116Q: 3 clusters Score -2.516231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 210739 members 
Entering Unmasked Estep 
Score: -25162346.000000 Penalty: 6086.785156
	Iteration 117Q: 3 clusters Score -2.516235e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 210729 members 
Entering Unmasked Estep 
Score: -25162362.000000 Penalty: 6086.785156
	Iteration 118Q: 3 clusters Score -2.516236e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 210720 members 
Entering Unmasked Estep 
Score: -25162366.000000 Penalty: 6086.785156
	Iteration 119Q: 3 clusters Score -2.516237e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 210705 members 
Entering Unmasked Estep 
Score: -25162324.000000 Penalty: 6086.785156
	Iteration 120F: 3 clusters Score -2.516232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 210701 members 
Entering Unmasked Estep 
Score: -25162344.000000 Penalty: 6086.785156
	Iteration 121Q: 3 clusters Score -2.516234e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 210691 members 
Entering Unmasked Estep 
Score: -25162356.000000 Penalty: 6086.785156
	Iteration 122Q: 3 clusters Score -2.516236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 210689 members 
Entering Unmasked Estep 
Score: -25162388.000000 Penalty: 6086.785156
	Iteration 123Q: 3 clusters Score -2.516239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 210692 members 
Entering Unmasked Estep 
Score: -25162396.000000 Penalty: 6086.785156
	Iteration 124Q: 3 clusters Score -2.51624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 210696 members 
Entering Unmasked Estep 
Score: -25162408.000000 Penalty: 6086.785156
	Iteration 125Q: 3 clusters Score -2.516241e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 210694 members 
Entering Unmasked Estep 
Score: -25162430.000000 Penalty: 6086.785156
	Iteration 126Q: 3 clusters Score -2.516243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 210699 members 
Entering Unmasked Estep 
Score: -25162410.000000 Penalty: 6086.785156
	Iteration 127Q: 3 clusters Score -2.516241e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 210689 members 
Entering Unmasked Estep 
Score: -25162428.000000 Penalty: 6086.785156
	Iteration 128Q: 3 clusters Score -2.516243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 210679 members 
Entering Unmasked Estep 
Score: -25162444.000000 Penalty: 6086.785156
	Iteration 129Q: 3 clusters Score -2.516244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 210668 members 
Entering Unmasked Estep 
Score: -25162460.000000 Penalty: 6086.785156
	Iteration 130Q: 3 clusters Score -2.516246e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 210660 members 
Entering Unmasked Estep 
Score: -25162478.000000 Penalty: 6086.785156
	Iteration 131Q: 3 clusters Score -2.516248e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 210650 members 
Entering Unmasked Estep 
Score: -25162462.000000 Penalty: 6086.785156
	Iteration 132Q: 3 clusters Score -2.516246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 210644 members 
Entering Unmasked Estep 
Score: -25162452.000000 Penalty: 6086.785156
	Iteration 133Q: 3 clusters Score -2.516245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 210647 members 
Entering Unmasked Estep 
Score: -25162494.000000 Penalty: 6086.785156
	Iteration 134Q: 3 clusters Score -2.516249e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 210656 members 
Entering Unmasked Estep 
Score: -25162474.000000 Penalty: 6086.785156
	Iteration 135Q: 3 clusters Score -2.516247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 210657 members 
Entering Unmasked Estep 
Score: -25162536.000000 Penalty: 6086.785156
	Iteration 136Q: 3 clusters Score -2.516254e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 210664 members 
Entering Unmasked Estep 
Score: -25162622.000000 Penalty: 6086.785156
	Iteration 137Q: 3 clusters Score -2.516262e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 210670 members 
Entering Unmasked Estep 
Score: -25162652.000000 Penalty: 6086.785156
	Iteration 138Q: 3 clusters Score -2.516265e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 210670 members 
Entering Unmasked Estep 
Score: -25162680.000000 Penalty: 6086.785156
	Iteration 139Q: 3 clusters Score -2.516268e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 210662 members 
Entering Unmasked Estep 
Score: -25162722.000000 Penalty: 6086.785156
	Iteration 140F: 3 clusters Score -2.516272e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 210652 members 
Entering Unmasked Estep 
Score: -25162820.000000 Penalty: 6086.785156
	Iteration 141Q: 3 clusters Score -2.516282e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 210624 members 
Entering Unmasked Estep 
Score: -25162838.000000 Penalty: 6086.785156
	Iteration 142Q: 3 clusters Score -2.516284e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 210578 members 
Entering Unmasked Estep 
Score: -25162910.000000 Penalty: 6086.785156
	Iteration 143Q: 3 clusters Score -2.516291e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 210522 members 
Entering Unmasked Estep 
Score: -25162936.000000 Penalty: 6086.785156
	Iteration 144Q: 3 clusters Score -2.516294e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 210466 members 
Entering Unmasked Estep 
Score: -25163046.000000 Penalty: 6086.785156
	Iteration 145Q: 3 clusters Score -2.516305e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 210390 members 
Entering Unmasked Estep 
Score: -25163084.000000 Penalty: 6086.785156
	Iteration 146Q: 3 clusters Score -2.516308e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 210307 members 
Entering Unmasked Estep 
Score: -25163098.000000 Penalty: 6086.785156
	Iteration 147Q: 3 clusters Score -2.51631e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 210225 members 
Entering Unmasked Estep 
Score: -25163128.000000 Penalty: 6086.785156
	Iteration 148Q: 3 clusters Score -2.516313e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 210150 members 
Entering Unmasked Estep 
Score: -25163134.000000 Penalty: 6086.785156
	Iteration 149Q: 3 clusters Score -2.516313e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 210059 members 
Entering Unmasked Estep 
Score: -25163218.000000 Penalty: 6086.785156
	Iteration 150Q: 3 clusters Score -2.516322e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 209985 members 
Entering Unmasked Estep 
Score: -25163210.000000 Penalty: 6086.785156
	Iteration 151Q: 3 clusters Score -2.516321e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 209899 members 
Entering Unmasked Estep 
Score: -25163232.000000 Penalty: 6086.785156
	Iteration 152Q: 3 clusters Score -2.516323e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 209830 members 
Entering Unmasked Estep 
Score: -25163272.000000 Penalty: 6086.785156
	Iteration 153Q: 3 clusters Score -2.516327e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 209744 members 
Entering Unmasked Estep 
Score: -25163242.000000 Penalty: 6086.785156
	Iteration 154Q: 3 clusters Score -2.516324e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 209679 members 
Entering Unmasked Estep 
Score: -25163256.000000 Penalty: 6086.785156
	Iteration 155Q: 3 clusters Score -2.516326e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 209626 members 
Entering Unmasked Estep 
Score: -25163292.000000 Penalty: 6086.785156
	Iteration 156Q: 3 clusters Score -2.516329e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 209570 members 
Entering Unmasked Estep 
Score: -25163274.000000 Penalty: 6086.785156
	Iteration 157Q: 3 clusters Score -2.516327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 209526 members 
Entering Unmasked Estep 
Score: -25163270.000000 Penalty: 6086.785156
	Iteration 158Q: 3 clusters Score -2.516327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 209477 members 
Entering Unmasked Estep 
Score: -25163304.000000 Penalty: 6086.785156
	Iteration 159Q: 3 clusters Score -2.51633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -25163342.000000 Penalty: 6086.785156
	Iteration 160F: 3 clusters Score -2.516334e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 209370 members 
Entering Unmasked Estep 
Score: -25163362.000000 Penalty: 6086.785156
	Iteration 161Q: 3 clusters Score -2.516336e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 209309 members 
Entering Unmasked Estep 
Score: -25163408.000000 Penalty: 6086.785156
	Iteration 162Q: 3 clusters Score -2.516341e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -25163434.000000 Penalty: 6086.785156
	Iteration 163Q: 3 clusters Score -2.516343e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 209186 members 
Entering Unmasked Estep 
Score: -25163458.000000 Penalty: 6086.785156
	Iteration 164Q: 3 clusters Score -2.516346e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 209117 members 
Entering Unmasked Estep 
Score: -25163442.000000 Penalty: 6086.785156
	Iteration 165Q: 3 clusters Score -2.516344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 209066 members 
Entering Unmasked Estep 
Score: -25163414.000000 Penalty: 6086.785156
	Iteration 166Q: 3 clusters Score -2.516341e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -25163418.000000 Penalty: 6086.785156
	Iteration 167Q: 3 clusters Score -2.516342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 208963 members 
Entering Unmasked Estep 
Score: -25163468.000000 Penalty: 6086.785156
	Iteration 168Q: 3 clusters Score -2.516347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 208925 members 
Entering Unmasked Estep 
Score: -25163492.000000 Penalty: 6086.785156
	Iteration 169Q: 3 clusters Score -2.516349e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 208887 members 
Entering Unmasked Estep 
Score: -25163476.000000 Penalty: 6086.785156
	Iteration 170Q: 3 clusters Score -2.516348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 208850 members 
Entering Unmasked Estep 
Score: -25163488.000000 Penalty: 6086.785156
	Iteration 171Q: 3 clusters Score -2.516349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 208809 members 
Entering Unmasked Estep 
Score: -25163464.000000 Penalty: 6086.785156
	Iteration 172Q: 3 clusters Score -2.516346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 208776 members 
Entering Unmasked Estep 
Score: -25163480.000000 Penalty: 6086.785156
	Iteration 173Q: 3 clusters Score -2.516348e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 208738 members 
Entering Unmasked Estep 
Score: -25163440.000000 Penalty: 6086.785156
	Iteration 174Q: 3 clusters Score -2.516344e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 208701 members 
Entering Unmasked Estep 
Score: -25163444.000000 Penalty: 6086.785156
	Iteration 175Q: 3 clusters Score -2.516344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 208675 members 
Entering Unmasked Estep 
Score: -25163438.000000 Penalty: 6086.785156
	Iteration 176Q: 3 clusters Score -2.516344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 208644 members 
Entering Unmasked Estep 
Score: -25163458.000000 Penalty: 6086.785156
	Iteration 177Q: 3 clusters Score -2.516346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 208618 members 
Entering Unmasked Estep 
Score: -25163450.000000 Penalty: 6086.785156
	Iteration 178Q: 3 clusters Score -2.516345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 208596 members 
Entering Unmasked Estep 
Score: -25163436.000000 Penalty: 6086.785156
	Iteration 179Q: 3 clusters Score -2.516344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 208580 members 
Entering Unmasked Estep 
Score: -25163442.000000 Penalty: 6086.785156
	Iteration 180F: 3 clusters Score -2.516344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 208554 members 
Entering Unmasked Estep 
Score: -25163468.000000 Penalty: 6086.785156
	Iteration 181Q: 3 clusters Score -2.516347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -25163490.000000 Penalty: 6086.785156
	Iteration 182Q: 3 clusters Score -2.516349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 208518 members 
Entering Unmasked Estep 
Score: -25163522.000000 Penalty: 6086.785156
	Iteration 183Q: 3 clusters Score -2.516352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 208502 members 
Entering Unmasked Estep 
Score: -25163496.000000 Penalty: 6086.785156
	Iteration 184Q: 3 clusters Score -2.51635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 208478 members 
Entering Unmasked Estep 
Score: -25163496.000000 Penalty: 6086.785156
	Iteration 185Q: 3 clusters Score -2.51635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 208465 members 
Entering Unmasked Estep 
Score: -25163496.000000 Penalty: 6086.785156
	Iteration 186Q: 3 clusters Score -2.51635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 208446 members 
Entering Unmasked Estep 
Score: -25163480.000000 Penalty: 6086.785156
	Iteration 187Q: 3 clusters Score -2.516348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 208424 members 
Entering Unmasked Estep 
Score: -25163486.000000 Penalty: 6086.785156
	Iteration 188Q: 3 clusters Score -2.516349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 208406 members 
Entering Unmasked Estep 
Score: -25163440.000000 Penalty: 6086.785156
	Iteration 189Q: 3 clusters Score -2.516344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 208386 members 
Entering Unmasked Estep 
Score: -25163478.000000 Penalty: 6086.785156
	Iteration 190Q: 3 clusters Score -2.516348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 208370 members 
Entering Unmasked Estep 
Score: -25163464.000000 Penalty: 6086.785156
	Iteration 191Q: 3 clusters Score -2.516346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 208355 members 
Entering Unmasked Estep 
Score: -25163486.000000 Penalty: 6086.785156
	Iteration 192Q: 3 clusters Score -2.516349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 208334 members 
Entering Unmasked Estep 
Score: -25163518.000000 Penalty: 6086.785156
	Iteration 193Q: 3 clusters Score -2.516352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 208316 members 
Entering Unmasked Estep 
Score: -25163508.000000 Penalty: 6086.785156
	Iteration 194Q: 3 clusters Score -2.516351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 208301 members 
Entering Unmasked Estep 
Score: -25163504.000000 Penalty: 6086.785156
	Iteration 195Q: 3 clusters Score -2.51635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 208281 members 
Entering Unmasked Estep 
Score: -25163492.000000 Penalty: 6086.785156
	Iteration 196Q: 3 clusters Score -2.516349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 208268 members 
Entering Unmasked Estep 
Score: -25163492.000000 Penalty: 6086.785156
	Iteration 197Q: 3 clusters Score -2.516349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 208260 members 
Entering Unmasked Estep 
Score: -25163488.000000 Penalty: 6086.785156
	Iteration 198Q: 3 clusters Score -2.516349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 208256 members 
Entering Unmasked Estep 
Score: -25163484.000000 Penalty: 6086.785156
	Iteration 199Q: 3 clusters Score -2.516348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 208251 members 
Entering Unmasked Estep 
Score: -25163494.000000 Penalty: 6086.785156
	Iteration 200F: 3 clusters Score -2.516349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 208246 members 
Entering Unmasked Estep 
Score: -25163482.000000 Penalty: 6086.785156
	Iteration 201Q: 3 clusters Score -2.516348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 208240 members 
Entering Unmasked Estep 
Score: -25163476.000000 Penalty: 6086.785156
	Iteration 202Q: 3 clusters Score -2.516348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 208235 members 
Entering Unmasked Estep 
Score: -25163482.000000 Penalty: 6086.785156
	Iteration 203Q: 3 clusters Score -2.516348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 208230 members 
Entering Unmasked Estep 
Score: -25163470.000000 Penalty: 6086.785156
	Iteration 204Q: 3 clusters Score -2.516347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 208222 members 
Entering Unmasked Estep 
Score: -25163456.000000 Penalty: 6086.785156
	Iteration 205Q: 3 clusters Score -2.516346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 208213 members 
Entering Unmasked Estep 
Score: -25163482.000000 Penalty: 6086.785156
	Iteration 206Q: 3 clusters Score -2.516348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 208206 members 
Entering Unmasked Estep 
Score: -25163458.000000 Penalty: 6086.785156
	Iteration 207Q: 3 clusters Score -2.516346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 208199 members 
Entering Unmasked Estep 
Score: -25163472.000000 Penalty: 6086.785156
	Iteration 208Q: 3 clusters Score -2.516347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 208195 members 
Entering Unmasked Estep 
Score: -25163476.000000 Penalty: 6086.785156
	Iteration 209Q: 3 clusters Score -2.516348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 208189 members 
Entering Unmasked Estep 
Score: -25163502.000000 Penalty: 6086.785156
	Iteration 210Q: 3 clusters Score -2.51635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 208172 members 
Entering Unmasked Estep 
Score: -25163488.000000 Penalty: 6086.785156
	Iteration 211Q: 3 clusters Score -2.516349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 208149 members 
Entering Unmasked Estep 
Score: -25163520.000000 Penalty: 6086.785156
	Iteration 212Q: 3 clusters Score -2.516352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 208136 members 
Entering Unmasked Estep 
Score: -25163518.000000 Penalty: 6086.785156
	Iteration 213Q: 3 clusters Score -2.516352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 208118 members 
Entering Unmasked Estep 
Score: -25163512.000000 Penalty: 6086.785156
	Iteration 214Q: 3 clusters Score -2.516351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 208103 members 
Entering Unmasked Estep 
Score: -25163506.000000 Penalty: 6086.785156
	Iteration 215Q: 3 clusters Score -2.516351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 208079 members 
Entering Unmasked Estep 
Score: -25163486.000000 Penalty: 6086.785156
	Iteration 216Q: 3 clusters Score -2.516349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 208057 members 
Entering Unmasked Estep 
Score: -25163488.000000 Penalty: 6086.785156
	Iteration 217Q: 3 clusters Score -2.516349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 208043 members 
Entering Unmasked Estep 
Score: -25163480.000000 Penalty: 6086.785156
	Iteration 218Q: 3 clusters Score -2.516348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 208031 members 
Entering Unmasked Estep 
Score: -25163514.000000 Penalty: 6086.785156
	Iteration 219Q: 3 clusters Score -2.516351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 208022 members 
Entering Unmasked Estep 
Score: -25163508.000000 Penalty: 6086.785156
	Iteration 220F: 3 clusters Score -2.516351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 208015 members 
Entering Unmasked Estep 
Score: -25163520.000000 Penalty: 6086.785156
	Iteration 221Q: 3 clusters Score -2.516352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -25163542.000000 Penalty: 6086.785156
	Iteration 222Q: 3 clusters Score -2.516354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -25163522.000000 Penalty: 6086.785156
	Iteration 223Q: 3 clusters Score -2.516352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 207997 members 
Entering Unmasked Estep 
Score: -25163544.000000 Penalty: 6086.785156
	Iteration 224Q: 3 clusters Score -2.516354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 207989 members 
Entering Unmasked Estep 
Score: -25163540.000000 Penalty: 6086.785156
	Iteration 225Q: 3 clusters Score -2.516354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 207982 members 
Entering Unmasked Estep 
Score: -25163534.000000 Penalty: 6086.785156
	Iteration 226Q: 3 clusters Score -2.516353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 207977 members 
Entering Unmasked Estep 
Score: -25163526.000000 Penalty: 6086.785156
	Iteration 227Q: 3 clusters Score -2.516353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 207974 members 
Entering Unmasked Estep 
Score: -25163552.000000 Penalty: 6086.785156
	Iteration 228Q: 3 clusters Score -2.516355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 207972 members 
Entering Unmasked Estep 
Score: -25163550.000000 Penalty: 6086.785156
	Iteration 229Q: 3 clusters Score -2.516355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 207971 members 
Entering Unmasked Estep 
Score: -25163542.000000 Penalty: 6086.785156
	Iteration 230Q: 3 clusters Score -2.516354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -25163550.000000 Penalty: 6086.785156
	Iteration 231Q: 3 clusters Score -2.516355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -25163550.000000 Penalty: 6086.785156
	Iteration 232F: 3 clusters Score -2.516355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3954 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 256 members 
Mstep: Class 33 contains 207970 members 
Entering Unmasked Estep 
Score: -183968448.000000 Penalty: 116968.171875
Splitting cluster 22 changes total score from -183966800.000000 to -183968448.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -752370.562500 Penalty: 2193.502686
	Iteration 0F: 2 clusters Score -752370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -746683.250000 Penalty: 4387.005371
	Iteration 0F: 3 clusters Score -746683.2 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -748296.562500 Penalty: 4387.005371
	Iteration 1F: 3 clusters Score -748296.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -748662.687500 Penalty: 4387.005371
	Iteration 2F: 3 clusters Score -748662.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -748950.000000 Penalty: 4387.005371
	Iteration 3F: 3 clusters Score -748950 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -749214.000000 Penalty: 4387.005371
	Iteration 4F: 3 clusters Score -749214 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -749456.937500 Penalty: 4387.005371
	Iteration 5Q: 3 clusters Score -749456.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -749659.687500 Penalty: 4387.005371
	Iteration 6Q: 3 clusters Score -749659.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -749837.312500 Penalty: 4387.005371
	Iteration 7Q: 3 clusters Score -749837.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -750013.000000 Penalty: 4387.005371
	Iteration 8Q: 3 clusters Score -750013 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -750171.062500 Penalty: 4387.005371
	Iteration 9Q: 3 clusters Score -750171.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -750326.500000 Penalty: 4387.005371
	Iteration 10Q: 3 clusters Score -750326.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -750468.562500 Penalty: 4387.005371
	Iteration 11Q: 3 clusters Score -750468.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -750567.687500 Penalty: 4387.005371
	Iteration 12Q: 3 clusters Score -750567.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -750647.437500 Penalty: 4387.005371
	Iteration 13Q: 3 clusters Score -750647.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -750705.062500 Penalty: 4387.005371
	Iteration 14Q: 3 clusters Score -750705.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -750740.250000 Penalty: 4387.005371
	Iteration 15Q: 3 clusters Score -750740.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -750770.500000 Penalty: 4387.005371
	Iteration 16Q: 3 clusters Score -750770.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -750791.625000 Penalty: 4387.005371
	Iteration 17Q: 3 clusters Score -750791.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -750810.187500 Penalty: 4387.005371
	Iteration 18Q: 3 clusters Score -750810.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -750830.312500 Penalty: 4387.005371
	Iteration 19Q: 3 clusters Score -750830.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -750847.062500 Penalty: 4387.005371
	Iteration 20F: 3 clusters Score -750847.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -750869.937500 Penalty: 4387.005371
	Iteration 21Q: 3 clusters Score -750869.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -750897.000000 Penalty: 4387.005371
	Iteration 22Q: 3 clusters Score -750897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -750915.187500 Penalty: 4387.005371
	Iteration 23Q: 3 clusters Score -750915.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -750940.562500 Penalty: 4387.005371
	Iteration 24Q: 3 clusters Score -750940.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -750958.625000 Penalty: 4387.005371
	Iteration 25Q: 3 clusters Score -750958.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -750973.125000 Penalty: 4387.005371
	Iteration 26Q: 3 clusters Score -750973.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -750984.437500 Penalty: 4387.005371
	Iteration 27Q: 3 clusters Score -750984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -750991.312500 Penalty: 4387.005371
	Iteration 28Q: 3 clusters Score -750991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -750998.000000 Penalty: 4387.005371
	Iteration 29Q: 3 clusters Score -750998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -751002.000000 Penalty: 4387.005371
	Iteration 30Q: 3 clusters Score -751002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -751005.062500 Penalty: 4387.005371
	Iteration 31Q: 3 clusters Score -751005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -751007.562500 Penalty: 4387.005371
	Iteration 32Q: 3 clusters Score -751007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -751009.250000 Penalty: 4387.005371
	Iteration 33Q: 3 clusters Score -751009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -751010.812500 Penalty: 4387.005371
	Iteration 34Q: 3 clusters Score -751010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -751015.562500 Penalty: 4387.005371
	Iteration 35Q: 3 clusters Score -751015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -751017.062500 Penalty: 4387.005371
	Iteration 36Q: 3 clusters Score -751017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -751018.812500 Penalty: 4387.005371
	Iteration 37Q: 3 clusters Score -751018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -751021.062500 Penalty: 4387.005371
	Iteration 38Q: 3 clusters Score -751021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -751020.812500 Penalty: 4387.005371
	Iteration 39Q: 3 clusters Score -751020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -751021.375000 Penalty: 4387.005371
	Iteration 40F: 3 clusters Score -751021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -751021.437500 Penalty: 4387.005371
	Iteration 41Q: 3 clusters Score -751021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -751022.062500 Penalty: 4387.005371
	Iteration 42Q: 3 clusters Score -751022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -751023.875000 Penalty: 4387.005371
	Iteration 43Q: 3 clusters Score -751023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -751024.812500 Penalty: 4387.005371
	Iteration 44Q: 3 clusters Score -751024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -751024.812500 Penalty: 4387.005371
	Iteration 45F: 3 clusters Score -751024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137506.453125 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137506.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137843.000000 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137929.843750 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -137929.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137963.812500 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -137963.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137986.984375 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -137987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137998.437500 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -137998.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138012.062500 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -138023.171875 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -138030.312500 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138036.281250 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138070.437500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138070.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138107.109375 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138146.125000 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138146.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -138186.921875 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138186.9 nChanged 25
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: -138213.406250 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138213.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138245.234375 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138245.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138306.593750 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138306.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -138413.437500 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138413.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -138488.578125 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138488.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138559.562500 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138559.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -138649.812500 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138649.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138701.796875 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138701.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138739.609375 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138739.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -138761.625000 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -138761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138774.296875 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -138774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138777.171875 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -138777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138780.218750 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -138780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138781.906250 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -138781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138781.906250 Penalty: 3523.655518
	Iteration 28F: 3 clusters Score -138781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Entering Unmasked Estep 
Score: -1600653.375000 Penalty: 2363.195068
	Iteration 0F: 2 clusters Score -1600653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1590547.875000 Penalty: 4726.390137
	Iteration 0F: 3 clusters Score -1590548 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1593579.125000 Penalty: 4726.390137
	Iteration 1F: 3 clusters Score -1593579 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1593900.125000 Penalty: 4726.390137
	Iteration 2F: 3 clusters Score -1593900 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1594149.625000 Penalty: 4726.390137
	Iteration 3Q: 3 clusters Score -1594150 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1594360.375000 Penalty: 4726.390137
	Iteration 4Q: 3 clusters Score -1594360 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1594555.125000 Penalty: 4726.390137
	Iteration 5Q: 3 clusters Score -1594555 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1594774.125000 Penalty: 4726.390137
	Iteration 6Q: 3 clusters Score -1594774 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1595032.000000 Penalty: 4726.390137
	Iteration 7Q: 3 clusters Score -1595032 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1595347.500000 Penalty: 4726.390137
	Iteration 8Q: 3 clusters Score -1595348 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1595729.625000 Penalty: 4726.390137
	Iteration 9Q: 3 clusters Score -1595730 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1596120.625000 Penalty: 4726.390137
	Iteration 10Q: 3 clusters Score -1596121 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1596550.125000 Penalty: 4726.390137
	Iteration 11Q: 3 clusters Score -1596550 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1597009.500000 Penalty: 4726.390137
	Iteration 12F: 3 clusters Score -1597010 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1597435.500000 Penalty: 4726.390137
	Iteration 13Q: 3 clusters Score -1597436 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1597868.500000 Penalty: 4726.390137
	Iteration 14Q: 3 clusters Score -1597868 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1598263.625000 Penalty: 4726.390137
	Iteration 15Q: 3 clusters Score -1598264 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1598601.625000 Penalty: 4726.390137
	Iteration 16Q: 3 clusters Score -1598602 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1598791.500000 Penalty: 4726.390137
	Iteration 17Q: 3 clusters Score -1598792 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1598918.750000 Penalty: 4726.390137
	Iteration 18Q: 3 clusters Score -1598919 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1599023.250000 Penalty: 4726.390137
	Iteration 19Q: 3 clusters Score -1599023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1599092.625000 Penalty: 4726.390137
	Iteration 20F: 3 clusters Score -1599093 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1599134.250000 Penalty: 4726.390137
	Iteration 21Q: 3 clusters Score -1599134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1599158.875000 Penalty: 4726.390137
	Iteration 22Q: 3 clusters Score -1599159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1599183.875000 Penalty: 4726.390137
	Iteration 23Q: 3 clusters Score -1599184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1599195.625000 Penalty: 4726.390137
	Iteration 24Q: 3 clusters Score -1599196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1599202.375000 Penalty: 4726.390137
	Iteration 25Q: 3 clusters Score -1599202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1599201.375000 Penalty: 4726.390137
	Iteration 26Q: 3 clusters Score -1599201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1599206.500000 Penalty: 4726.390137
	Iteration 27Q: 3 clusters Score -1599206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1599212.125000 Penalty: 4726.390137
	Iteration 28Q: 3 clusters Score -1599212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1599212.125000 Penalty: 4726.390137
	Iteration 29Q: 3 clusters Score -1599212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1599211.250000 Penalty: 4726.390137
	Iteration 30Q: 3 clusters Score -1599211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1599208.125000 Penalty: 4726.390137
	Iteration 31Q: 3 clusters Score -1599208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1599208.000000 Penalty: 4726.390137
	Iteration 32Q: 3 clusters Score -1599208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1599206.625000 Penalty: 4726.390137
	Iteration 33Q: 3 clusters Score -1599207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1599207.000000 Penalty: 4726.390137
	Iteration 34Q: 3 clusters Score -1599207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1599209.250000 Penalty: 4726.390137
	Iteration 35Q: 3 clusters Score -1599209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1599211.250000 Penalty: 4726.390137
	Iteration 36Q: 3 clusters Score -1599211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1599214.875000 Penalty: 4726.390137
	Iteration 37Q: 3 clusters Score -1599215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1599214.750000 Penalty: 4726.390137
	Iteration 38Q: 3 clusters Score -1599215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1599216.250000 Penalty: 4726.390137
	Iteration 39Q: 3 clusters Score -1599216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1599218.250000 Penalty: 4726.390137
	Iteration 40F: 3 clusters Score -1599218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1599222.625000 Penalty: 4726.390137
	Iteration 41Q: 3 clusters Score -1599223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1599221.750000 Penalty: 4726.390137
	Iteration 42Q: 3 clusters Score -1599222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1599224.375000 Penalty: 4726.390137
	Iteration 43Q: 3 clusters Score -1599224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1599222.625000 Penalty: 4726.390137
	Iteration 44Q: 3 clusters Score -1599223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1599222.750000 Penalty: 4726.390137
	Iteration 45Q: 3 clusters Score -1599223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1599222.750000 Penalty: 4726.390137
	Iteration 46F: 3 clusters Score -1599223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -444069.781250 Penalty: 2059.330566
	Iteration 0F: 2 clusters Score -444069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440176.156250 Penalty: 4118.661133
	Iteration 0F: 3 clusters Score -440176.2 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -441086.750000 Penalty: 4118.661133
	Iteration 1F: 3 clusters Score -441086.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -441322.343750 Penalty: 4118.661133
	Iteration 2F: 3 clusters Score -441322.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441513.218750 Penalty: 4118.661133
	Iteration 3F: 3 clusters Score -441513.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -441754.593750 Penalty: 4118.661133
	Iteration 4F: 3 clusters Score -441754.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -441989.593750 Penalty: 4118.661133
	Iteration 5F: 3 clusters Score -441989.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -442217.500000 Penalty: 4118.661133
	Iteration 6F: 3 clusters Score -442217.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -442485.625000 Penalty: 4118.661133
	Iteration 7F: 3 clusters Score -442485.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -442778.437500 Penalty: 4118.661133
	Iteration 8Q: 3 clusters Score -442778.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -443056.687500 Penalty: 4118.661133
	Iteration 9Q: 3 clusters Score -443056.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -443224.343750 Penalty: 4118.661133
	Iteration 10Q: 3 clusters Score -443224.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -443300.875000 Penalty: 4118.661133
	Iteration 11Q: 3 clusters Score -443300.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -443337.156250 Penalty: 4118.661133
	Iteration 12Q: 3 clusters Score -443337.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -443349.437500 Penalty: 4118.661133
	Iteration 13Q: 3 clusters Score -443349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -443360.843750 Penalty: 4118.661133
	Iteration 14Q: 3 clusters Score -443360.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -443369.187500 Penalty: 4118.661133
	Iteration 15Q: 3 clusters Score -443369.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -443377.812500 Penalty: 4118.661133
	Iteration 16Q: 3 clusters Score -443377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -443382.531250 Penalty: 4118.661133
	Iteration 17Q: 3 clusters Score -443382.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -443388.750000 Penalty: 4118.661133
	Iteration 18Q: 3 clusters Score -443388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -443390.718750 Penalty: 4118.661133
	Iteration 19Q: 3 clusters Score -443390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -443390.718750 Penalty: 4118.661133
	Iteration 20F: 3 clusters Score -443390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -443391.156250 Penalty: 4118.661133
	Iteration 21Q: 3 clusters Score -443391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -443391.156250 Penalty: 4118.661133
	Iteration 22F: 3 clusters Score -443391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -556553.625000 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -556553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -552012.687500 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -552012.7 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -553095.625000 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -553095.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -553401.375000 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -553401.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -553678.625000 Penalty: 4228.086426
	Iteration 3F: 3 clusters Score -553678.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -553898.187500 Penalty: 4228.086426
	Iteration 4F: 3 clusters Score -553898.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -554068.250000 Penalty: 4228.086426
	Iteration 5F: 3 clusters Score -554068.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -554208.875000 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -554208.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -554354.625000 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -554354.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -554494.812500 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -554494.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -554582.625000 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -554582.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -554663.750000 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -554663.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -554733.437500 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -554733.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -554794.000000 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -554794 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -554858.062500 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -554858.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -554917.125000 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -554917.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -554970.875000 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -554970.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -555025.125000 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -555025.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -555065.625000 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -555065.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -555100.625000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -555100.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -555123.250000 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -555123.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -555133.125000 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -555133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -555138.250000 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -555138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -555143.062500 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -555143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -555149.375000 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -555149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -555153.062500 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -555153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -555155.562500 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -555155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -555156.812500 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -555156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -555157.000000 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -555157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -555157.000000 Penalty: 4228.086426
	Iteration 28F: 3 clusters Score -555157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 198102 members 
Mstep: Class 5 contains 1700 members 
Mstep: Class 6 contains 198810 members 
Mstep: Class 7 contains 77325 members 
Mstep: Class 8 contains 46647 members 
Mstep: Class 9 contains 73254 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 54338 members 
Mstep: Class 13 contains 324213 members 
Mstep: Class 14 contains 57910 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 156141 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 2188 members 
Mstep: Class 20 contains 41045 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 2616.327881 but Gain 3544.492188
Score: -183971616.000000 Penalty: 113423.679688
Iteration 79Q: 33 clusters Score -1.839716e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 83989 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 198837 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 198753 members 
Mstep: Class 7 contains 77484 members 
Mstep: Class 8 contains 46718 members 
Mstep: Class 9 contains 73253 members 
Mstep: Class 10 contains 10178 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 54423 members 
Mstep: Class 13 contains 324473 members 
Mstep: Class 14 contains 57998 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 156555 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 20221 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 41071 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 6379 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 4031 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3863 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973424.000000 Penalty: 113423.679688
Iteration 80F: 33 clusters Score -1.839734e+08 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83990 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 199248 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 198333 members 
Mstep: Class 7 contains 77429 members 
Mstep: Class 8 contains 46709 members 
Mstep: Class 9 contains 73201 members 
Mstep: Class 10 contains 10218 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 54279 members 
Mstep: Class 13 contains 323973 members 
Mstep: Class 14 contains 57981 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 16 contains 156358 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 20135 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 41038 members 
Mstep: Class 21 contains 8722 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 6949 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14119 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 5063 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3905 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974896.000000 Penalty: 113423.679688
Iteration 81Q: 33 clusters Score -1.839749e+08 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 199630 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 197954 members 
Mstep: Class 7 contains 77363 members 
Mstep: Class 8 contains 46652 members 
Mstep: Class 9 contains 73131 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 54141 members 
Mstep: Class 13 contains 323721 members 
Mstep: Class 14 contains 57924 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 156276 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 20079 members 
Mstep: Class 19 contains 2225 members 
Mstep: Class 20 contains 41012 members 
Mstep: Class 21 contains 8721 members 
Mstep: Class 22 contains 7898 members 
Mstep: Class 23 contains 6949 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14291 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 5076 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 3910 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976496.000000 Penalty: 113423.679688
Iteration 82Q: 33 clusters Score -1.839765e+08 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 83998 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 200040 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 197525 members 
Mstep: Class 7 contains 77302 members 
Mstep: Class 8 contains 46596 members 
Mstep: Class 9 contains 73068 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 54015 members 
Mstep: Class 13 contains 323601 members 
Mstep: Class 14 contains 57880 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 156190 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 20028 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 41014 members 
Mstep: Class 21 contains 8723 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14476 members 
Mstep: Class 27 contains 3961 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 1144 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976816.000000 Penalty: 113423.679688
Iteration 83Q: 33 clusters Score -1.839768e+08 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 83991 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 4 contains 200446 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 197076 members 
Mstep: Class 7 contains 77224 members 
Mstep: Class 8 contains 46547 members 
Mstep: Class 9 contains 73032 members 
Mstep: Class 10 contains 10369 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53893 members 
Mstep: Class 13 contains 323550 members 
Mstep: Class 14 contains 57849 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 156121 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 20003 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 41019 members 
Mstep: Class 21 contains 8723 members 
Mstep: Class 22 contains 9602 members 
Mstep: Class 23 contains 6940 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14651 members 
Mstep: Class 27 contains 3931 members 
Mstep: Class 28 contains 5104 members 
Mstep: Class 29 contains 1145 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978032.000000 Penalty: 113423.679688
Iteration 84Q: 33 clusters Score -1.83978e+08 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83975 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 4 contains 200796 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 196588 members 
Mstep: Class 7 contains 77165 members 
Mstep: Class 8 contains 46499 members 
Mstep: Class 9 contains 72977 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53749 members 
Mstep: Class 13 contains 323583 members 
Mstep: Class 14 contains 57832 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 156123 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 19972 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 40991 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 10557 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14799 members 
Mstep: Class 27 contains 3906 members 
Mstep: Class 28 contains 5123 members 
Mstep: Class 29 contains 1146 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978240.000000 Penalty: 113423.679688
Iteration 85Q: 33 clusters Score -1.839782e+08 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83961 members 
Mstep: Class 3 contains 365 members 
Mstep: Class 4 contains 201200 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 196032 members 
Mstep: Class 7 contains 77103 members 
Mstep: Class 8 contains 46476 members 
Mstep: Class 9 contains 72926 members 
Mstep: Class 10 contains 10439 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53623 members 
Mstep: Class 13 contains 323496 members 
Mstep: Class 14 contains 57808 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 156271 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14963 members 
Mstep: Class 27 contains 3869 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979216.000000 Penalty: 113423.679688
Iteration 86Q: 33 clusters Score -1.839792e+08 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83960 members 
Mstep: Class 3 contains 364 members 
Mstep: Class 4 contains 201610 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 195463 members 
Mstep: Class 7 contains 76982 members 
Mstep: Class 8 contains 46441 members 
Mstep: Class 9 contains 72887 members 
Mstep: Class 10 contains 10469 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53523 members 
Mstep: Class 13 contains 323430 members 
Mstep: Class 14 contains 57810 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 156453 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 19932 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 40942 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 6932 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15116 members 
Mstep: Class 27 contains 3842 members 
Mstep: Class 28 contains 5159 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980320.000000 Penalty: 113423.679688
Iteration 87Q: 33 clusters Score -1.839803e+08 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83957 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202126 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 194841 members 
Mstep: Class 7 contains 76873 members 
Mstep: Class 8 contains 46410 members 
Mstep: Class 9 contains 72838 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53425 members 
Mstep: Class 13 contains 323437 members 
Mstep: Class 14 contains 57811 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 156612 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 2222 members 
Mstep: Class 20 contains 40928 members 
Mstep: Class 21 contains 8731 members 
Mstep: Class 22 contains 13604 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15280 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 5175 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981728.000000 Penalty: 113423.679688
Iteration 88Q: 33 clusters Score -1.839817e+08 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83953 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202515 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 194241 members 
Mstep: Class 7 contains 76771 members 
Mstep: Class 8 contains 46381 members 
Mstep: Class 9 contains 72805 members 
Mstep: Class 10 contains 10525 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53334 members 
Mstep: Class 13 contains 323447 members 
Mstep: Class 14 contains 57828 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 156721 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 19881 members 
Mstep: Class 19 contains 2225 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 14693 members 
Mstep: Class 23 contains 6919 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15440 members 
Mstep: Class 27 contains 3771 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183982752.000000 Penalty: 113423.679688
Iteration 89Q: 33 clusters Score -1.839828e+08 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83951 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202859 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 193597 members 
Mstep: Class 7 contains 76673 members 
Mstep: Class 8 contains 46334 members 
Mstep: Class 9 contains 72784 members 
Mstep: Class 10 contains 10538 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53241 members 
Mstep: Class 13 contains 323470 members 
Mstep: Class 14 contains 57870 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 156815 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 19860 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 40889 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 15802 members 
Mstep: Class 23 contains 6932 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15606 members 
Mstep: Class 27 contains 3752 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984032.000000 Penalty: 113423.679688
Iteration 90Q: 33 clusters Score -1.83984e+08 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83944 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203111 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 192898 members 
Mstep: Class 7 contains 76603 members 
Mstep: Class 8 contains 46317 members 
Mstep: Class 9 contains 72766 members 
Mstep: Class 10 contains 10563 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53138 members 
Mstep: Class 13 contains 323542 members 
Mstep: Class 14 contains 57899 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 156954 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 19840 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 40867 members 
Mstep: Class 21 contains 8752 members 
Mstep: Class 22 contains 16925 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15758 members 
Mstep: Class 27 contains 3734 members 
Mstep: Class 28 contains 5204 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 198371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984464.000000 Penalty: 113423.679688
Iteration 91Q: 33 clusters Score -1.839845e+08 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83948 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203423 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 192131 members 
Mstep: Class 7 contains 76549 members 
Mstep: Class 8 contains 46292 members 
Mstep: Class 9 contains 72743 members 
Mstep: Class 10 contains 10580 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 53034 members 
Mstep: Class 13 contains 323584 members 
Mstep: Class 14 contains 57912 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 157091 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 19813 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40852 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 18031 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15916 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 5215 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 197565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985040.000000 Penalty: 113423.679688
Iteration 92Q: 33 clusters Score -1.83985e+08 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83940 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203650 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 191418 members 
Mstep: Class 7 contains 76550 members 
Mstep: Class 8 contains 46260 members 
Mstep: Class 9 contains 72725 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52935 members 
Mstep: Class 13 contains 323607 members 
Mstep: Class 14 contains 57928 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 157334 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 19779 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 40843 members 
Mstep: Class 21 contains 8752 members 
Mstep: Class 22 contains 19147 members 
Mstep: Class 23 contains 6956 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16077 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 5229 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3910 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985712.000000 Penalty: 113423.679688
Iteration 93Q: 33 clusters Score -1.839857e+08 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83931 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203838 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 190649 members 
Mstep: Class 7 contains 76534 members 
Mstep: Class 8 contains 46233 members 
Mstep: Class 9 contains 72709 members 
Mstep: Class 10 contains 10605 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52844 members 
Mstep: Class 13 contains 323600 members 
Mstep: Class 14 contains 57956 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 157566 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 40867 members 
Mstep: Class 21 contains 8750 members 
Mstep: Class 22 contains 20166 members 
Mstep: Class 23 contains 6985 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16240 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 5239 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3911 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183986064.000000 Penalty: 113423.679688
Iteration 94Q: 33 clusters Score -1.839861e+08 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83927 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203989 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 189893 members 
Mstep: Class 7 contains 76536 members 
Mstep: Class 8 contains 46203 members 
Mstep: Class 9 contains 72696 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52720 members 
Mstep: Class 13 contains 323638 members 
Mstep: Class 14 contains 57948 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 157820 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 19707 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 40895 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 21129 members 
Mstep: Class 23 contains 7015 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16399 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 5246 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3914 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183986704.000000 Penalty: 113423.679688
Iteration 95Q: 33 clusters Score -1.839867e+08 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83919 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204077 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 189152 members 
Mstep: Class 7 contains 76536 members 
Mstep: Class 8 contains 46199 members 
Mstep: Class 9 contains 72670 members 
Mstep: Class 10 contains 10612 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52609 members 
Mstep: Class 13 contains 323616 members 
Mstep: Class 14 contains 57946 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 158094 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 21981 members 
Mstep: Class 23 contains 7029 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16527 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 5257 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3911 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987312.000000 Penalty: 113423.679688
Iteration 96Q: 33 clusters Score -1.839873e+08 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83922 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204147 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 188423 members 
Mstep: Class 7 contains 76534 members 
Mstep: Class 8 contains 46190 members 
Mstep: Class 9 contains 72644 members 
Mstep: Class 10 contains 10613 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52521 members 
Mstep: Class 13 contains 323579 members 
Mstep: Class 14 contains 57935 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 158430 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 19649 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 40962 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 22755 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16662 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3912 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987680.000000 Penalty: 113423.679688
Iteration 97Q: 33 clusters Score -1.839877e+08 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83924 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204136 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 187779 members 
Mstep: Class 7 contains 76510 members 
Mstep: Class 8 contains 46181 members 
Mstep: Class 9 contains 72606 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52437 members 
Mstep: Class 13 contains 323559 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 158741 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 19620 members 
Mstep: Class 19 contains 2255 members 
Mstep: Class 20 contains 40965 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 23462 members 
Mstep: Class 23 contains 7043 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16795 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 5283 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3913 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988128.000000 Penalty: 113423.679688
Iteration 98Q: 33 clusters Score -1.839881e+08 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83922 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204131 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 187027 members 
Mstep: Class 7 contains 76480 members 
Mstep: Class 8 contains 46160 members 
Mstep: Class 9 contains 72573 members 
Mstep: Class 10 contains 10633 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52346 members 
Mstep: Class 13 contains 323615 members 
Mstep: Class 14 contains 57945 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 159098 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 19601 members 
Mstep: Class 19 contains 2268 members 
Mstep: Class 20 contains 40969 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 24089 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16928 members 
Mstep: Class 27 contains 3698 members 
Mstep: Class 28 contains 5293 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3909 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988800.000000 Penalty: 113423.679688
Iteration 99Q: 33 clusters Score -1.839888e+08 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83926 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204071 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 186290 members 
Mstep: Class 7 contains 76454 members 
Mstep: Class 8 contains 46123 members 
Mstep: Class 9 contains 72554 members 
Mstep: Class 10 contains 10635 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52252 members 
Mstep: Class 13 contains 323680 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 159434 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 19587 members 
Mstep: Class 19 contains 2271 members 
Mstep: Class 20 contains 40979 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17061 members 
Mstep: Class 27 contains 3683 members 
Mstep: Class 28 contains 5301 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3908 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988800.000000 Penalty: 113423.679688
Iteration 100F: 33 clusters Score -1.839888e+08 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83933 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204009 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 185491 members 
Mstep: Class 7 contains 76432 members 
Mstep: Class 8 contains 46102 members 
Mstep: Class 9 contains 72534 members 
Mstep: Class 10 contains 10628 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52161 members 
Mstep: Class 13 contains 323692 members 
Mstep: Class 14 contains 57924 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 159783 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 19569 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 40987 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 25249 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17225 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5313 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3910 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989648.000000 Penalty: 113423.679688
Iteration 101Q: 33 clusters Score -1.839896e+08 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203968 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 184720 members 
Mstep: Class 7 contains 76429 members 
Mstep: Class 8 contains 46092 members 
Mstep: Class 9 contains 72509 members 
Mstep: Class 10 contains 10625 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52087 members 
Mstep: Class 13 contains 323695 members 
Mstep: Class 14 contains 57911 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 160196 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 19566 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 40985 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 25771 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17368 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 5326 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3908 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989648.000000 Penalty: 113423.679688
Iteration 102Q: 33 clusters Score -1.839896e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83937 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203922 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 183989 members 
Mstep: Class 7 contains 76456 members 
Mstep: Class 8 contains 46078 members 
Mstep: Class 9 contains 72489 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52000 members 
Mstep: Class 13 contains 323675 members 
Mstep: Class 14 contains 57914 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 160582 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 19561 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 40980 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 26210 members 
Mstep: Class 23 contains 7084 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17504 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 113423.679688
Iteration 103Q: 33 clusters Score -1.839904e+08 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83936 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203834 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 183231 members 
Mstep: Class 7 contains 76487 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 72470 members 
Mstep: Class 10 contains 10620 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51924 members 
Mstep: Class 13 contains 323661 members 
Mstep: Class 14 contains 57906 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 160976 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 19556 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 40974 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 26629 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17642 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 113423.679688
Iteration 104Q: 33 clusters Score -1.839903e+08 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83936 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203676 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 182476 members 
Mstep: Class 7 contains 76513 members 
Mstep: Class 8 contains 46074 members 
Mstep: Class 9 contains 72444 members 
Mstep: Class 10 contains 10622 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51863 members 
Mstep: Class 13 contains 323700 members 
Mstep: Class 14 contains 57896 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 161430 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 19554 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 40966 members 
Mstep: Class 21 contains 8732 members 
Mstep: Class 22 contains 26980 members 
Mstep: Class 23 contains 7095 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17767 members 
Mstep: Class 27 contains 3643 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990560.000000 Penalty: 113423.679688
Iteration 105Q: 33 clusters Score -1.839906e+08 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83939 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203561 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 181645 members 
Mstep: Class 7 contains 76532 members 
Mstep: Class 8 contains 46059 members 
Mstep: Class 9 contains 72438 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51811 members 
Mstep: Class 13 contains 323742 members 
Mstep: Class 14 contains 57896 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 161908 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19559 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 40981 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 27287 members 
Mstep: Class 23 contains 7109 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17887 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991392.000000 Penalty: 113423.679688
Iteration 106Q: 33 clusters Score -1.839914e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203441 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 180786 members 
Mstep: Class 7 contains 76541 members 
Mstep: Class 8 contains 46044 members 
Mstep: Class 9 contains 72440 members 
Mstep: Class 10 contains 10609 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51768 members 
Mstep: Class 13 contains 323789 members 
Mstep: Class 14 contains 57887 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 162424 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 40978 members 
Mstep: Class 21 contains 8730 members 
Mstep: Class 22 contains 27584 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17984 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 5360 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991744.000000 Penalty: 113423.679688
Iteration 107Q: 33 clusters Score -1.839917e+08 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83942 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203332 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 179924 members 
Mstep: Class 7 contains 76537 members 
Mstep: Class 8 contains 46026 members 
Mstep: Class 9 contains 72433 members 
Mstep: Class 10 contains 10601 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51732 members 
Mstep: Class 13 contains 323819 members 
Mstep: Class 14 contains 57894 members 
Mstep: Class 15 contains 814 members 
Mstep: Class 16 contains 162980 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19524 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 40986 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 27831 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18092 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183992304.000000 Penalty: 113423.679688
Iteration 108Q: 33 clusters Score -1.839923e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83940 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203262 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 179084 members 
Mstep: Class 7 contains 76530 members 
Mstep: Class 8 contains 46007 members 
Mstep: Class 9 contains 72417 members 
Mstep: Class 10 contains 10589 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51715 members 
Mstep: Class 13 contains 323809 members 
Mstep: Class 14 contains 57901 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 163519 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 40996 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 28048 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 5380 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183992848.000000 Penalty: 113423.679688
Iteration 109Q: 33 clusters Score -1.839928e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83941 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203144 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 178306 members 
Mstep: Class 7 contains 76522 members 
Mstep: Class 8 contains 46002 members 
Mstep: Class 9 contains 72403 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51707 members 
Mstep: Class 13 contains 323790 members 
Mstep: Class 14 contains 57909 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 164039 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 41000 members 
Mstep: Class 21 contains 8722 members 
Mstep: Class 22 contains 28237 members 
Mstep: Class 23 contains 7129 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18299 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 193845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993168.000000 Penalty: 113423.679688
Iteration 110Q: 33 clusters Score -1.839932e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83938 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203016 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 177517 members 
Mstep: Class 7 contains 76526 members 
Mstep: Class 8 contains 45987 members 
Mstep: Class 9 contains 72397 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51689 members 
Mstep: Class 13 contains 323785 members 
Mstep: Class 14 contains 57925 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 164547 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 2258 members 
Mstep: Class 20 contains 41001 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 28377 members 
Mstep: Class 23 contains 7135 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18400 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3903 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 113423.679688
Iteration 111Q: 33 clusters Score -1.839936e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83937 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202924 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 176671 members 
Mstep: Class 7 contains 76530 members 
Mstep: Class 8 contains 45965 members 
Mstep: Class 9 contains 72397 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51660 members 
Mstep: Class 13 contains 323752 members 
Mstep: Class 14 contains 57932 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 165134 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 41008 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 28526 members 
Mstep: Class 23 contains 7144 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18476 members 
Mstep: Class 27 contains 3622 members 
Mstep: Class 28 contains 5402 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993968.000000 Penalty: 113423.679688
Iteration 112Q: 33 clusters Score -1.83994e+08 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83937 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202854 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 175817 members 
Mstep: Class 7 contains 76531 members 
Mstep: Class 8 contains 45940 members 
Mstep: Class 9 contains 72391 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51622 members 
Mstep: Class 13 contains 323734 members 
Mstep: Class 14 contains 57937 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 165785 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19471 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 41003 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 28650 members 
Mstep: Class 23 contains 7149 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18519 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 5409 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3901 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 113423.679688
Iteration 113Q: 33 clusters Score -1.839937e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83936 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202826 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 175034 members 
Mstep: Class 7 contains 76542 members 
Mstep: Class 8 contains 45937 members 
Mstep: Class 9 contains 72389 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51601 members 
Mstep: Class 13 contains 323701 members 
Mstep: Class 14 contains 57939 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 166442 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 40980 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 28757 members 
Mstep: Class 23 contains 7158 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18555 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993440.000000 Penalty: 113423.679688
Iteration 114Q: 33 clusters Score -1.839934e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202818 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 174259 members 
Mstep: Class 7 contains 76564 members 
Mstep: Class 8 contains 45929 members 
Mstep: Class 9 contains 72373 members 
Mstep: Class 10 contains 10589 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51579 members 
Mstep: Class 13 contains 323674 members 
Mstep: Class 14 contains 57954 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 167055 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 19435 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 40974 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 28868 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18602 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993824.000000 Penalty: 113423.679688
Iteration 115Q: 33 clusters Score -1.839938e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83933 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202805 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 173529 members 
Mstep: Class 7 contains 76566 members 
Mstep: Class 8 contains 45910 members 
Mstep: Class 9 contains 72369 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51571 members 
Mstep: Class 13 contains 323690 members 
Mstep: Class 14 contains 57953 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 167668 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19415 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 40973 members 
Mstep: Class 21 contains 8702 members 
Mstep: Class 22 contains 28964 members 
Mstep: Class 23 contains 7174 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18642 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3899 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994096.000000 Penalty: 113423.679688
Iteration 116Q: 33 clusters Score -1.839941e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83935 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202775 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 172793 members 
Mstep: Class 7 contains 76566 members 
Mstep: Class 8 contains 45891 members 
Mstep: Class 9 contains 72364 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51555 members 
Mstep: Class 13 contains 323703 members 
Mstep: Class 14 contains 57961 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 168312 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19401 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 40976 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 29040 members 
Mstep: Class 23 contains 7178 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18688 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 5440 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994192.000000 Penalty: 113423.679688
Iteration 117Q: 33 clusters Score -1.839942e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202733 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 172055 members 
Mstep: Class 7 contains 76585 members 
Mstep: Class 8 contains 45877 members 
Mstep: Class 9 contains 72353 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51545 members 
Mstep: Class 13 contains 323705 members 
Mstep: Class 14 contains 57966 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 168968 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 19386 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 40977 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 29118 members 
Mstep: Class 23 contains 7179 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18724 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994544.000000 Penalty: 113423.679688
Iteration 118Q: 33 clusters Score -1.839945e+08 nChanged 2841
Entering ConstructFrom: 
Score: -183994544.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21915.880859 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21915.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22091.242188 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -22091.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22182.746094 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -22182.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22190.326172 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22190.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22190.326172 Penalty: 2736.656494
	Iteration 4F: 3 clusters Score -22190.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Entering Unmasked Estep 
Score: -9773382.000000 Penalty: 2811.768066
	Iteration 0F: 2 clusters Score -9773382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -9717247.000000 Penalty: 5623.536133
	Iteration 0F: 3 clusters Score -9717247 nChanged 39587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -9740097.000000 Penalty: 5623.536133
	Iteration 1F: 3 clusters Score -9740097 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -9741389.000000 Penalty: 5623.536133
	Iteration 2Q: 3 clusters Score -9741389 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9743019 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -9745408 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9752597 nChanged 5781
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9757080 nChanged 5433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9761093 nChanged 4530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9763845 nChanged 3222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9765558 nChanged 2333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9766540 nChanged 1766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9767245 nChanged 1489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9767813 nChanged 1292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9768228 nChanged 1106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9768540 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9768803 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -9769020.000000 Penalty: 5623.536133
	Iteration 17Q: 3 clusters Score -9769020 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -9769219.000000 Penalty: 5623.536133
	Iteration 18Q: 3 clusters Score -9769219 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -9769320.000000 Penalty: 5623.536133
	Iteration 19Q: 3 clusters Score -9769320 nChanged 599
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -9769396.000000 Penalty: 5623.536133
	Iteration 20F: 3 clusters Score -9769396 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -9769491.000000 Penalty: 5623.536133
	Iteration 21Q: 3 clusters Score -9769491 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -9769542.000000 Penalty: 5623.536133
	Iteration 22Q: 3 clusters Score -9769542 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -9769628.000000 Penalty: 5623.536133
	Iteration 23Q: 3 clusters Score -9769628 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -9769685.000000 Penalty: 5623.536133
	Iteration 24Q: 3 clusters Score -9769685 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9769708 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -9769724.000000 Penalty: 5623.536133
	Iteration 26Q: 3 clusters Score -9769724 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -9769759.000000 Penalty: 5623.536133
	Iteration 27Q: 3 clusters Score -9769759 nChanged 232
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Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -9769777.000000 Penalty: 5623.536133
	Iteration 28Q: 3 clusters Score -9769777 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -9769792.000000 Penalty: 5623.536133
	Iteration 29Q: 3 clusters Score -9769792 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -9769781.000000 Penalty: 5623.536133
	Iteration 30Q: 3 clusters Score -9769781 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -9769786.000000 Penalty: 5623.536133
	Iteration 31Q: 3 clusters Score -9769786 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -9769768.000000 Penalty: 5623.536133
	Iteration 32Q: 3 clusters Score -9769768 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9769797 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -9769804.000000 Penalty: 5623.536133
	Iteration 34Q: 3 clusters Score -9769804 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -9769830.000000 Penalty: 5623.536133
	Iteration 35Q: 3 clusters Score -9769830 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -9769819.000000 Penalty: 5623.536133
	Iteration 36Q: 3 clusters Score -9769819 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -9769821.000000 Penalty: 5623.536133
	Iteration 37Q: 3 clusters Score -9769821 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9769837 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -9769820.000000 Penalty: 5623.536133
	Iteration 39Q: 3 clusters Score -9769820 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -9769824.000000 Penalty: 5623.536133
	Iteration 40F: 3 clusters Score -9769824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -9769839.000000 Penalty: 5623.536133
	Iteration 41Q: 3 clusters Score -9769839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -9769846.000000 Penalty: 5623.536133
	Iteration 42Q: 3 clusters Score -9769846 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -9769856.000000 Penalty: 5623.536133
	Iteration 43Q: 3 clusters Score -9769856 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -9769866.000000 Penalty: 5623.536133
	Iteration 44Q: 3 clusters Score -9769866 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -9769863.000000 Penalty: 5623.536133
	Iteration 45Q: 3 clusters Score -9769863 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -9769862.000000 Penalty: 5623.536133
	Iteration 46Q: 3 clusters Score -9769862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9769868 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -9769881.000000 Penalty: 5623.536133
	Iteration 48Q: 3 clusters Score -9769881 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -9769876.000000 Penalty: 5623.536133
	Iteration 49Q: 3 clusters Score -9769876 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -9769877.000000 Penalty: 5623.536133
	Iteration 50Q: 3 clusters Score -9769877 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -9769885.000000 Penalty: 5623.536133
	Iteration 51Q: 3 clusters Score -9769885 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -9769888.000000 Penalty: 5623.536133
	Iteration 52Q: 3 clusters Score -9769888 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9769897 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -9769904.000000 Penalty: 5623.536133
	Iteration 54Q: 3 clusters Score -9769904 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9769900 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9769904 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9769897 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9769904 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9769899 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53266 members 
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Entering Unmasked Estep 
Score: -9769925.000000 Penalty: 5623.536133
	Iteration 60F: 3 clusters Score -9769925 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -9769923.000000 Penalty: 5623.536133
	Iteration 61Q: 3 clusters Score -9769923 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -9769924.000000 Penalty: 5623.536133
	Iteration 62Q: 3 clusters Score -9769924 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -9769914.000000 Penalty: 5623.536133
	Iteration 63Q: 3 clusters Score -9769914 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9769914 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53437 members 
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Entering Unmasked Estep 
Score: -9769909.000000 Penalty: 5623.536133
	Iteration 65Q: 3 clusters Score -9769909 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -9769901.000000 Penalty: 5623.536133
	Iteration 66Q: 3 clusters Score -9769901 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -9769906.000000 Penalty: 5623.536133
	Iteration 67Q: 3 clusters Score -9769906 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53517 members 
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Entering Unmasked Estep 
Score: -9769919.000000 Penalty: 5623.536133
	Iteration 68Q: 3 clusters Score -9769919 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53566 members 
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Entering Unmasked Estep 
Score: -9769912.000000 Penalty: 5623.536133
	Iteration 69Q: 3 clusters Score -9769912 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53606 members 
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Entering Unmasked Estep 
Score: -9769918.000000 Penalty: 5623.536133
	Iteration 70Q: 3 clusters Score -9769918 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -9769922.000000 Penalty: 5623.536133
	Iteration 71Q: 3 clusters Score -9769922 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -9769956.000000 Penalty: 5623.536133
	Iteration 72Q: 3 clusters Score -9769956 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -9769962.000000 Penalty: 5623.536133
	Iteration 73Q: 3 clusters Score -9769962 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9769956 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53785 members 
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Entering Unmasked Estep 
Score: -9769958.000000 Penalty: 5623.536133
	Iteration 75Q: 3 clusters Score -9769958 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53819 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9769952 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53848 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9769944 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53881 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9769947 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 30010 members 
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	Iteration 79Q: 3 clusters Score -9769951 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -9769938.000000 Penalty: 5623.536133
	Iteration 80F: 3 clusters Score -9769938 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -9769935.000000 Penalty: 5623.536133
	Iteration 81Q: 3 clusters Score -9769935 nChanged 30
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Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9769931 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54046 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9769937 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -9769942.000000 Penalty: 5623.536133
	Iteration 84Q: 3 clusters Score -9769942 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9769937 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -9769940.000000 Penalty: 5623.536133
	Iteration 86Q: 3 clusters Score -9769940 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9769955 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9769956 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -9769957.000000 Penalty: 5623.536133
	Iteration 89Q: 3 clusters Score -9769957 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9769956 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -9769944.000000 Penalty: 5623.536133
	Iteration 91Q: 3 clusters Score -9769944 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9769937 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9769944 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54482 members 
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Entering Unmasked Estep 
Score: -9769927.000000 Penalty: 5623.536133
	Iteration 94Q: 3 clusters Score -9769927 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54510 members 
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Entering Unmasked Estep 
Score: -9769954.000000 Penalty: 5623.536133
	Iteration 95Q: 3 clusters Score -9769954 nChanged 35
Entering Unmasked Mstep 
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Score: -9769944.000000 Penalty: 5623.536133
	Iteration 96Q: 3 clusters Score -9769944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -9769949.000000 Penalty: 5623.536133
	Iteration 97Q: 3 clusters Score -9769949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -9769949.000000 Penalty: 5623.536133
	Iteration 98Q: 3 clusters Score -9769949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -9769935.000000 Penalty: 5623.536133
	Iteration 99Q: 3 clusters Score -9769935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -9769942.000000 Penalty: 5623.536133
	Iteration 100F: 3 clusters Score -9769942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -9769945.000000 Penalty: 5623.536133
	Iteration 101Q: 3 clusters Score -9769945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -9769962.000000 Penalty: 5623.536133
	Iteration 102Q: 3 clusters Score -9769962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -9769964.000000 Penalty: 5623.536133
	Iteration 103Q: 3 clusters Score -9769964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -9769948.000000 Penalty: 5623.536133
	Iteration 104Q: 3 clusters Score -9769948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -9769949.000000 Penalty: 5623.536133
	Iteration 105Q: 3 clusters Score -9769949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -9769955.000000 Penalty: 5623.536133
	Iteration 106Q: 3 clusters Score -9769955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -9769972.000000 Penalty: 5623.536133
	Iteration 107Q: 3 clusters Score -9769972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -9769973.000000 Penalty: 5623.536133
	Iteration 108Q: 3 clusters Score -9769973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -9769964.000000 Penalty: 5623.536133
	Iteration 109Q: 3 clusters Score -9769964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -9769968.000000 Penalty: 5623.536133
	Iteration 110Q: 3 clusters Score -9769968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -9769950.000000 Penalty: 5623.536133
	Iteration 111Q: 3 clusters Score -9769950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -9769942.000000 Penalty: 5623.536133
	Iteration 112Q: 3 clusters Score -9769942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -9769960.000000 Penalty: 5623.536133
	Iteration 113Q: 3 clusters Score -9769960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -9769956.000000 Penalty: 5623.536133
	Iteration 114Q: 3 clusters Score -9769956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -9769957.000000 Penalty: 5623.536133
	Iteration 115Q: 3 clusters Score -9769957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -9769957.000000 Penalty: 5623.536133
	Iteration 116Q: 3 clusters Score -9769957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -9769957.000000 Penalty: 5623.536133
	Iteration 117F: 3 clusters Score -9769957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36368.898438 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36368.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36510.335938 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36510.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36582.140625 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36582.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36607.480469 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36607.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36620.910156 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36620.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36629.910156 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36629.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36632.859375 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36632.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36632.859375 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -36632.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202710 members 
Entering Unmasked Estep 
Score: -23691096.000000 Penalty: 3030.443848
	Iteration 0F: 2 clusters Score -2.36911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -23556476.000000 Penalty: 6060.887695
	Iteration 0F: 3 clusters Score -2.355648e+07 nChanged 97284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -23614608.000000 Penalty: 6060.887695
	Iteration 1F: 3 clusters Score -2.361461e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -23616640.000000 Penalty: 6060.887695
	Iteration 2Q: 3 clusters Score -2.361664e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -23619984.000000 Penalty: 6060.887695
	Iteration 3Q: 3 clusters Score -2.361998e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -23625288.000000 Penalty: 6060.887695
	Iteration 4F: 3 clusters Score -2.362529e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -23633762.000000 Penalty: 6060.887695
	Iteration 5F: 3 clusters Score -2.363376e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132854 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -23646188.000000 Penalty: 6060.887695
	Iteration 6F: 3 clusters Score -2.364619e+07 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142553 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -23659994.000000 Penalty: 6060.887695
	Iteration 7F: 3 clusters Score -2.365999e+07 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -23670348.000000 Penalty: 6060.887695
	Iteration 8F: 3 clusters Score -2.367035e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -23675470.000000 Penalty: 6060.887695
	Iteration 9Q: 3 clusters Score -2.367547e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156894 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -23678066.000000 Penalty: 6060.887695
	Iteration 10Q: 3 clusters Score -2.367807e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -23679516.000000 Penalty: 6060.887695
	Iteration 11Q: 3 clusters Score -2.367952e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -23680704.000000 Penalty: 6060.887695
	Iteration 12Q: 3 clusters Score -2.36807e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165644 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -23681668.000000 Penalty: 6060.887695
	Iteration 13Q: 3 clusters Score -2.368167e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -23682660.000000 Penalty: 6060.887695
	Iteration 14Q: 3 clusters Score -2.368266e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -23683476.000000 Penalty: 6060.887695
	Iteration 15Q: 3 clusters Score -2.368348e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173258 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -23684140.000000 Penalty: 6060.887695
	Iteration 16Q: 3 clusters Score -2.368414e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -23684824.000000 Penalty: 6060.887695
	Iteration 17Q: 3 clusters Score -2.368482e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177847 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -23685528.000000 Penalty: 6060.887695
	Iteration 18Q: 3 clusters Score -2.368553e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179917 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -23686072.000000 Penalty: 6060.887695
	Iteration 19Q: 3 clusters Score -2.368607e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181882 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -23686460.000000 Penalty: 6060.887695
	Iteration 20F: 3 clusters Score -2.368646e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -23686962.000000 Penalty: 6060.887695
	Iteration 21Q: 3 clusters Score -2.368696e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185537 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -23687476.000000 Penalty: 6060.887695
	Iteration 22Q: 3 clusters Score -2.368748e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187159 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -23687874.000000 Penalty: 6060.887695
	Iteration 23Q: 3 clusters Score -2.368787e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -23688272.000000 Penalty: 6060.887695
	Iteration 24Q: 3 clusters Score -2.368827e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189937 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -23688550.000000 Penalty: 6060.887695
	Iteration 25Q: 3 clusters Score -2.368855e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -23688774.000000 Penalty: 6060.887695
	Iteration 26Q: 3 clusters Score -2.368877e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192184 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -23688994.000000 Penalty: 6060.887695
	Iteration 27Q: 3 clusters Score -2.368899e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193068 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -23689110.000000 Penalty: 6060.887695
	Iteration 28Q: 3 clusters Score -2.368911e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193843 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -23689202.000000 Penalty: 6060.887695
	Iteration 29Q: 3 clusters Score -2.36892e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194543 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -23689372.000000 Penalty: 6060.887695
	Iteration 30Q: 3 clusters Score -2.368937e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -23689420.000000 Penalty: 6060.887695
	Iteration 31Q: 3 clusters Score -2.368942e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -23689530.000000 Penalty: 6060.887695
	Iteration 32Q: 3 clusters Score -2.368953e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196363 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -23689688.000000 Penalty: 6060.887695
	Iteration 33Q: 3 clusters Score -2.368969e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196837 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -23689754.000000 Penalty: 6060.887695
	Iteration 34Q: 3 clusters Score -2.368975e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197283 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -23689752.000000 Penalty: 6060.887695
	Iteration 35Q: 3 clusters Score -2.368975e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197692 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -23689832.000000 Penalty: 6060.887695
	Iteration 36Q: 3 clusters Score -2.368983e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198040 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -23689820.000000 Penalty: 6060.887695
	Iteration 37Q: 3 clusters Score -2.368982e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198348 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -23689852.000000 Penalty: 6060.887695
	Iteration 38Q: 3 clusters Score -2.368985e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198596 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -23689902.000000 Penalty: 6060.887695
	Iteration 39Q: 3 clusters Score -2.36899e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198829 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -23689932.000000 Penalty: 6060.887695
	Iteration 40F: 3 clusters Score -2.368993e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199022 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -23689930.000000 Penalty: 6060.887695
	Iteration 41Q: 3 clusters Score -2.368993e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199216 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -23689980.000000 Penalty: 6060.887695
	Iteration 42Q: 3 clusters Score -2.368998e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199387 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -23690006.000000 Penalty: 6060.887695
	Iteration 43Q: 3 clusters Score -2.369001e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199530 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23690042.000000 Penalty: 6060.887695
	Iteration 44Q: 3 clusters Score -2.369004e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199642 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23690008.000000 Penalty: 6060.887695
	Iteration 45Q: 3 clusters Score -2.369001e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199754 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -23690006.000000 Penalty: 6060.887695
	Iteration 46Q: 3 clusters Score -2.369001e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199850 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -23689976.000000 Penalty: 6060.887695
	Iteration 47Q: 3 clusters Score -2.368998e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199945 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -23690022.000000 Penalty: 6060.887695
	Iteration 48Q: 3 clusters Score -2.369002e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200022 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23690056.000000 Penalty: 6060.887695
	Iteration 49Q: 3 clusters Score -2.369006e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200095 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23690034.000000 Penalty: 6060.887695
	Iteration 50Q: 3 clusters Score -2.369003e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200162 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -23690064.000000 Penalty: 6060.887695
	Iteration 51Q: 3 clusters Score -2.369006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200209 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23690110.000000 Penalty: 6060.887695
	Iteration 52Q: 3 clusters Score -2.369011e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200242 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23690084.000000 Penalty: 6060.887695
	Iteration 53Q: 3 clusters Score -2.369008e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200288 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -23690052.000000 Penalty: 6060.887695
	Iteration 54Q: 3 clusters Score -2.369005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200322 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -23690058.000000 Penalty: 6060.887695
	Iteration 55Q: 3 clusters Score -2.369006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200351 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -23690050.000000 Penalty: 6060.887695
	Iteration 56Q: 3 clusters Score -2.369005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200384 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -23690042.000000 Penalty: 6060.887695
	Iteration 57Q: 3 clusters Score -2.369004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200405 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -23690042.000000 Penalty: 6060.887695
	Iteration 58Q: 3 clusters Score -2.369004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200419 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23690066.000000 Penalty: 6060.887695
	Iteration 59Q: 3 clusters Score -2.369007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200438 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -23690064.000000 Penalty: 6060.887695
	Iteration 60F: 3 clusters Score -2.369006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200455 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -23690086.000000 Penalty: 6060.887695
	Iteration 61Q: 3 clusters Score -2.369009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200474 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23690062.000000 Penalty: 6060.887695
	Iteration 62Q: 3 clusters Score -2.369006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200495 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23690062.000000 Penalty: 6060.887695
	Iteration 63Q: 3 clusters Score -2.369006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200513 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23690066.000000 Penalty: 6060.887695
	Iteration 64Q: 3 clusters Score -2.369007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -23690060.000000 Penalty: 6060.887695
	Iteration 65Q: 3 clusters Score -2.369006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200536 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23690072.000000 Penalty: 6060.887695
	Iteration 66Q: 3 clusters Score -2.369007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -23690060.000000 Penalty: 6060.887695
	Iteration 67Q: 3 clusters Score -2.369006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200551 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23690062.000000 Penalty: 6060.887695
	Iteration 68Q: 3 clusters Score -2.369006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200560 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23690060.000000 Penalty: 6060.887695
	Iteration 69Q: 3 clusters Score -2.369006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23690094.000000 Penalty: 6060.887695
	Iteration 70Q: 3 clusters Score -2.369009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200586 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -23690090.000000 Penalty: 6060.887695
	Iteration 71Q: 3 clusters Score -2.369009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200597 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -23690096.000000 Penalty: 6060.887695
	Iteration 72Q: 3 clusters Score -2.36901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23690098.000000 Penalty: 6060.887695
	Iteration 73Q: 3 clusters Score -2.36901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200618 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23690088.000000 Penalty: 6060.887695
	Iteration 74Q: 3 clusters Score -2.369009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200628 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23690072.000000 Penalty: 6060.887695
	Iteration 75Q: 3 clusters Score -2.369007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200635 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -23690090.000000 Penalty: 6060.887695
	Iteration 76Q: 3 clusters Score -2.369009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200639 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -23690080.000000 Penalty: 6060.887695
	Iteration 77Q: 3 clusters Score -2.369008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200642 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23690070.000000 Penalty: 6060.887695
	Iteration 78Q: 3 clusters Score -2.369007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200642 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23690070.000000 Penalty: 6060.887695
	Iteration 79Q: 3 clusters Score -2.369007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200644 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23690082.000000 Penalty: 6060.887695
	Iteration 80F: 3 clusters Score -2.369008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200647 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -23690058.000000 Penalty: 6060.887695
	Iteration 81Q: 3 clusters Score -2.369006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200647 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -23690058.000000 Penalty: 6060.887695
	Iteration 82F: 3 clusters Score -2.369006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219028.062500 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219028.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -216484.625000 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -216484.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -216920.375000 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -216920.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217029.812500 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217029.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217089.593750 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -217089.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217126.953125 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -217127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -217151.562500 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -217151.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -217171.171875 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -217171.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217187.140625 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -217187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217203.656250 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -217203.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217220.187500 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -217220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217237.500000 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -217237.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217249.406250 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -217249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217255.906250 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -217255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217259.765625 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -217259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217268.171875 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -217268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217276.406250 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -217276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217279.156250 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -217279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217280.296875 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -217280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217281.640625 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -217281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217281.640625 Penalty: 3746.949951
	Iteration 19F: 3 clusters Score -217281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Entering Unmasked Estep 
Score: -20249978.000000 Penalty: 2988.777588
	Iteration 0F: 2 clusters Score -2.024998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -20135782.000000 Penalty: 5977.555176
	Iteration 0F: 3 clusters Score -2.013578e+07 nChanged 82175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -20183680.000000 Penalty: 5977.555176
	Iteration 1F: 3 clusters Score -2.018368e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -20184938.000000 Penalty: 5977.555176
	Iteration 2Q: 3 clusters Score -2.018494e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -20186696.000000 Penalty: 5977.555176
	Iteration 3Q: 3 clusters Score -2.01867e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -20189298.000000 Penalty: 5977.555176
	Iteration 4Q: 3 clusters Score -2.01893e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -20193308.000000 Penalty: 5977.555176
	Iteration 5F: 3 clusters Score -2.019331e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -20199692.000000 Penalty: 5977.555176
	Iteration 6F: 3 clusters Score -2.019969e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 119014 members 
Entering Unmasked Estep 
Score: -20209506.000000 Penalty: 5977.555176
	Iteration 7F: 3 clusters Score -2.020951e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -20221404.000000 Penalty: 5977.555176
	Iteration 8F: 3 clusters Score -2.02214e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -20231556.000000 Penalty: 5977.555176
	Iteration 9F: 3 clusters Score -2.023156e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 138736 members 
Entering Unmasked Estep 
Score: -20236460.000000 Penalty: 5977.555176
	Iteration 10Q: 3 clusters Score -2.023646e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 140916 members 
Entering Unmasked Estep 
Score: -20238066.000000 Penalty: 5977.555176
	Iteration 11Q: 3 clusters Score -2.023807e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 142760 members 
Entering Unmasked Estep 
Score: -20238936.000000 Penalty: 5977.555176
	Iteration 12Q: 3 clusters Score -2.023894e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 144492 members 
Entering Unmasked Estep 
Score: -20239714.000000 Penalty: 5977.555176
	Iteration 13Q: 3 clusters Score -2.023971e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 146123 members 
Entering Unmasked Estep 
Score: -20240420.000000 Penalty: 5977.555176
	Iteration 14Q: 3 clusters Score -2.024042e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 147659 members 
Entering Unmasked Estep 
Score: -20240996.000000 Penalty: 5977.555176
	Iteration 15Q: 3 clusters Score -2.0241e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -20241610.000000 Penalty: 5977.555176
	Iteration 16Q: 3 clusters Score -2.024161e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -20242106.000000 Penalty: 5977.555176
	Iteration 17Q: 3 clusters Score -2.024211e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -20242478.000000 Penalty: 5977.555176
	Iteration 18Q: 3 clusters Score -2.024248e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 153322 members 
Entering Unmasked Estep 
Score: -20243014.000000 Penalty: 5977.555176
	Iteration 19Q: 3 clusters Score -2.024301e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 154638 members 
Entering Unmasked Estep 
Score: -20243416.000000 Penalty: 5977.555176
	Iteration 20F: 3 clusters Score -2.024342e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -20243760.000000 Penalty: 5977.555176
	Iteration 21Q: 3 clusters Score -2.024376e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -20244110.000000 Penalty: 5977.555176
	Iteration 22Q: 3 clusters Score -2.024411e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -20244498.000000 Penalty: 5977.555176
	Iteration 23Q: 3 clusters Score -2.02445e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 159641 members 
Entering Unmasked Estep 
Score: -20244816.000000 Penalty: 5977.555176
	Iteration 24Q: 3 clusters Score -2.024482e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -20245076.000000 Penalty: 5977.555176
	Iteration 25Q: 3 clusters Score -2.024508e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -20245278.000000 Penalty: 5977.555176
	Iteration 26Q: 3 clusters Score -2.024528e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 162544 members 
Entering Unmasked Estep 
Score: -20245524.000000 Penalty: 5977.555176
	Iteration 27Q: 3 clusters Score -2.024552e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -20245796.000000 Penalty: 5977.555176
	Iteration 28Q: 3 clusters Score -2.02458e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -20245938.000000 Penalty: 5977.555176
	Iteration 29Q: 3 clusters Score -2.024594e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 164837 members 
Entering Unmasked Estep 
Score: -20246096.000000 Penalty: 5977.555176
	Iteration 30Q: 3 clusters Score -2.02461e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 165484 members 
Entering Unmasked Estep 
Score: -20246282.000000 Penalty: 5977.555176
	Iteration 31Q: 3 clusters Score -2.024628e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 166030 members 
Entering Unmasked Estep 
Score: -20246420.000000 Penalty: 5977.555176
	Iteration 32Q: 3 clusters Score -2.024642e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 166534 members 
Entering Unmasked Estep 
Score: -20246546.000000 Penalty: 5977.555176
	Iteration 33Q: 3 clusters Score -2.024655e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -20246692.000000 Penalty: 5977.555176
	Iteration 34Q: 3 clusters Score -2.024669e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 167354 members 
Entering Unmasked Estep 
Score: -20246836.000000 Penalty: 5977.555176
	Iteration 35Q: 3 clusters Score -2.024684e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -20246934.000000 Penalty: 5977.555176
	Iteration 36Q: 3 clusters Score -2.024693e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 168004 members 
Entering Unmasked Estep 
Score: -20246994.000000 Penalty: 5977.555176
	Iteration 37Q: 3 clusters Score -2.024699e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 168259 members 
Entering Unmasked Estep 
Score: -20247078.000000 Penalty: 5977.555176
	Iteration 38Q: 3 clusters Score -2.024708e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -20247108.000000 Penalty: 5977.555176
	Iteration 39Q: 3 clusters Score -2.024711e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -20247186.000000 Penalty: 5977.555176
	Iteration 40F: 3 clusters Score -2.024719e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -20247244.000000 Penalty: 5977.555176
	Iteration 41Q: 3 clusters Score -2.024724e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 168997 members 
Entering Unmasked Estep 
Score: -20247272.000000 Penalty: 5977.555176
	Iteration 42Q: 3 clusters Score -2.024727e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 169122 members 
Entering Unmasked Estep 
Score: -20247318.000000 Penalty: 5977.555176
	Iteration 43Q: 3 clusters Score -2.024732e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -20247384.000000 Penalty: 5977.555176
	Iteration 44Q: 3 clusters Score -2.024738e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -20247400.000000 Penalty: 5977.555176
	Iteration 45Q: 3 clusters Score -2.02474e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -20247422.000000 Penalty: 5977.555176
	Iteration 46Q: 3 clusters Score -2.024742e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 169501 members 
Entering Unmasked Estep 
Score: -20247440.000000 Penalty: 5977.555176
	Iteration 47Q: 3 clusters Score -2.024744e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -20247484.000000 Penalty: 5977.555176
	Iteration 48Q: 3 clusters Score -2.024748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -20247508.000000 Penalty: 5977.555176
	Iteration 49Q: 3 clusters Score -2.024751e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 169656 members 
Entering Unmasked Estep 
Score: -20247520.000000 Penalty: 5977.555176
	Iteration 50Q: 3 clusters Score -2.024752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 169687 members 
Entering Unmasked Estep 
Score: -20247520.000000 Penalty: 5977.555176
	Iteration 51Q: 3 clusters Score -2.024752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 169714 members 
Entering Unmasked Estep 
Score: -20247542.000000 Penalty: 5977.555176
	Iteration 52Q: 3 clusters Score -2.024754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -20247530.000000 Penalty: 5977.555176
	Iteration 53Q: 3 clusters Score -2.024753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -20247550.000000 Penalty: 5977.555176
	Iteration 54Q: 3 clusters Score -2.024755e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 169792 members 
Entering Unmasked Estep 
Score: -20247582.000000 Penalty: 5977.555176
	Iteration 55Q: 3 clusters Score -2.024758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -20247604.000000 Penalty: 5977.555176
	Iteration 56Q: 3 clusters Score -2.02476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -20247632.000000 Penalty: 5977.555176
	Iteration 57Q: 3 clusters Score -2.024763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 169870 members 
Entering Unmasked Estep 
Score: -20247644.000000 Penalty: 5977.555176
	Iteration 58Q: 3 clusters Score -2.024764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -20247630.000000 Penalty: 5977.555176
	Iteration 59Q: 3 clusters Score -2.024763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 169905 members 
Entering Unmasked Estep 
Score: -20247632.000000 Penalty: 5977.555176
	Iteration 60F: 3 clusters Score -2.024763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -20247596.000000 Penalty: 5977.555176
	Iteration 61Q: 3 clusters Score -2.02476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -20247612.000000 Penalty: 5977.555176
	Iteration 62Q: 3 clusters Score -2.024761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 169965 members 
Entering Unmasked Estep 
Score: -20247604.000000 Penalty: 5977.555176
	Iteration 63Q: 3 clusters Score -2.02476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 169986 members 
Entering Unmasked Estep 
Score: -20247630.000000 Penalty: 5977.555176
	Iteration 64Q: 3 clusters Score -2.024763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -20247640.000000 Penalty: 5977.555176
	Iteration 65Q: 3 clusters Score -2.024764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -20247662.000000 Penalty: 5977.555176
	Iteration 66Q: 3 clusters Score -2.024766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -20247684.000000 Penalty: 5977.555176
	Iteration 67Q: 3 clusters Score -2.024768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -20247684.000000 Penalty: 5977.555176
	Iteration 68Q: 3 clusters Score -2.024768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -20247688.000000 Penalty: 5977.555176
	Iteration 69Q: 3 clusters Score -2.024769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 170043 members 
Entering Unmasked Estep 
Score: -20247692.000000 Penalty: 5977.555176
	Iteration 70Q: 3 clusters Score -2.024769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -20247692.000000 Penalty: 5977.555176
	Iteration 71Q: 3 clusters Score -2.024769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -20247696.000000 Penalty: 5977.555176
	Iteration 72Q: 3 clusters Score -2.02477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -20247692.000000 Penalty: 5977.555176
	Iteration 73Q: 3 clusters Score -2.024769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -20247716.000000 Penalty: 5977.555176
	Iteration 74Q: 3 clusters Score -2.024772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -20247718.000000 Penalty: 5977.555176
	Iteration 75Q: 3 clusters Score -2.024772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -20247716.000000 Penalty: 5977.555176
	Iteration 76Q: 3 clusters Score -2.024772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -20247734.000000 Penalty: 5977.555176
	Iteration 77Q: 3 clusters Score -2.024773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -20247740.000000 Penalty: 5977.555176
	Iteration 78Q: 3 clusters Score -2.024774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -20247758.000000 Penalty: 5977.555176
	Iteration 79Q: 3 clusters Score -2.024776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -20247744.000000 Penalty: 5977.555176
	Iteration 80F: 3 clusters Score -2.024774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -20247750.000000 Penalty: 5977.555176
	Iteration 81Q: 3 clusters Score -2.024775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -20247756.000000 Penalty: 5977.555176
	Iteration 82Q: 3 clusters Score -2.024776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -20247772.000000 Penalty: 5977.555176
	Iteration 83Q: 3 clusters Score -2.024777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -20247786.000000 Penalty: 5977.555176
	Iteration 84Q: 3 clusters Score -2.024779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -20247786.000000 Penalty: 5977.555176
	Iteration 85Q: 3 clusters Score -2.024779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -20247780.000000 Penalty: 5977.555176
	Iteration 86Q: 3 clusters Score -2.024778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 170148 members 
Entering Unmasked Estep 
Score: -20247782.000000 Penalty: 5977.555176
	Iteration 87Q: 3 clusters Score -2.024778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -20247774.000000 Penalty: 5977.555176
	Iteration 88Q: 3 clusters Score -2.024777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -20247788.000000 Penalty: 5977.555176
	Iteration 89Q: 3 clusters Score -2.024779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -20247782.000000 Penalty: 5977.555176
	Iteration 90Q: 3 clusters Score -2.024778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -20247788.000000 Penalty: 5977.555176
	Iteration 91Q: 3 clusters Score -2.024779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -20247780.000000 Penalty: 5977.555176
	Iteration 92Q: 3 clusters Score -2.024778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -20247776.000000 Penalty: 5977.555176
	Iteration 93Q: 3 clusters Score -2.024778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -20247774.000000 Penalty: 5977.555176
	Iteration 94Q: 3 clusters Score -2.024777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -20247774.000000 Penalty: 5977.555176
	Iteration 95F: 3 clusters Score -2.024777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Entering Unmasked Estep 
Score: -9076231.000000 Penalty: 2789.075928
	Iteration 0F: 2 clusters Score -9076231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -9024862.000000 Penalty: 5578.151855
	Iteration 0F: 3 clusters Score -9024862 nChanged 35966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -9045162.000000 Penalty: 5578.151855
	Iteration 1F: 3 clusters Score -9045162 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9045858.000000 Penalty: 5578.151855
	Iteration 2Q: 3 clusters Score -9045858 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9046571.000000 Penalty: 5578.151855
	Iteration 3Q: 3 clusters Score -9046571 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -9047243.000000 Penalty: 5578.151855
	Iteration 4Q: 3 clusters Score -9047243 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -9048029.000000 Penalty: 5578.151855
	Iteration 5Q: 3 clusters Score -9048029 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -9049061.000000 Penalty: 5578.151855
	Iteration 6Q: 3 clusters Score -9049061 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -9050368.000000 Penalty: 5578.151855
	Iteration 7Q: 3 clusters Score -9050368 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -9052209.000000 Penalty: 5578.151855
	Iteration 8Q: 3 clusters Score -9052209 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9054372.000000 Penalty: 5578.151855
	Iteration 9F: 3 clusters Score -9054372 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -9056831.000000 Penalty: 5578.151855
	Iteration 10F: 3 clusters Score -9056831 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -9059608.000000 Penalty: 5578.151855
	Iteration 11F: 3 clusters Score -9059608 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -9061975.000000 Penalty: 5578.151855
	Iteration 12F: 3 clusters Score -9061975 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -9063391.000000 Penalty: 5578.151855
	Iteration 13Q: 3 clusters Score -9063391 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -9064197.000000 Penalty: 5578.151855
	Iteration 14Q: 3 clusters Score -9064197 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -9064798.000000 Penalty: 5578.151855
	Iteration 15Q: 3 clusters Score -9064798 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -9065334.000000 Penalty: 5578.151855
	Iteration 16Q: 3 clusters Score -9065334 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -9065876.000000 Penalty: 5578.151855
	Iteration 17Q: 3 clusters Score -9065876 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -9066391.000000 Penalty: 5578.151855
	Iteration 18Q: 3 clusters Score -9066391 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -9067030.000000 Penalty: 5578.151855
	Iteration 19Q: 3 clusters Score -9067030 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -9067677.000000 Penalty: 5578.151855
	Iteration 20F: 3 clusters Score -9067677 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -9068424.000000 Penalty: 5578.151855
	Iteration 21Q: 3 clusters Score -9068424 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -9069213.000000 Penalty: 5578.151855
	Iteration 22Q: 3 clusters Score -9069213 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -9070008.000000 Penalty: 5578.151855
	Iteration 23Q: 3 clusters Score -9070008 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -9070748.000000 Penalty: 5578.151855
	Iteration 24Q: 3 clusters Score -9070748 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -9071349.000000 Penalty: 5578.151855
	Iteration 25Q: 3 clusters Score -9071349 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -9071875.000000 Penalty: 5578.151855
	Iteration 26Q: 3 clusters Score -9071875 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -9072319.000000 Penalty: 5578.151855
	Iteration 27Q: 3 clusters Score -9072319 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -9072688.000000 Penalty: 5578.151855
	Iteration 28Q: 3 clusters Score -9072688 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -9073014.000000 Penalty: 5578.151855
	Iteration 29Q: 3 clusters Score -9073014 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -9073276.000000 Penalty: 5578.151855
	Iteration 30Q: 3 clusters Score -9073276 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -9073507.000000 Penalty: 5578.151855
	Iteration 31Q: 3 clusters Score -9073507 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -9073704.000000 Penalty: 5578.151855
	Iteration 32Q: 3 clusters Score -9073704 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9073876.000000 Penalty: 5578.151855
	Iteration 33Q: 3 clusters Score -9073876 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9074003.000000 Penalty: 5578.151855
	Iteration 34Q: 3 clusters Score -9074003 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -9074063.000000 Penalty: 5578.151855
	Iteration 35Q: 3 clusters Score -9074063 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9074148.000000 Penalty: 5578.151855
	Iteration 36Q: 3 clusters Score -9074148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9074196.000000 Penalty: 5578.151855
	Iteration 37Q: 3 clusters Score -9074196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9074244.000000 Penalty: 5578.151855
	Iteration 38Q: 3 clusters Score -9074244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -9074285.000000 Penalty: 5578.151855
	Iteration 39Q: 3 clusters Score -9074285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9074307.000000 Penalty: 5578.151855
	Iteration 40F: 3 clusters Score -9074307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9074337.000000 Penalty: 5578.151855
	Iteration 41Q: 3 clusters Score -9074337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9074355.000000 Penalty: 5578.151855
	Iteration 42Q: 3 clusters Score -9074355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -9074373.000000 Penalty: 5578.151855
	Iteration 43Q: 3 clusters Score -9074373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9074404.000000 Penalty: 5578.151855
	Iteration 44Q: 3 clusters Score -9074404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9074425.000000 Penalty: 5578.151855
	Iteration 45Q: 3 clusters Score -9074425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9074430.000000 Penalty: 5578.151855
	Iteration 46Q: 3 clusters Score -9074430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9074459.000000 Penalty: 5578.151855
	Iteration 47Q: 3 clusters Score -9074459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9074471.000000 Penalty: 5578.151855
	Iteration 48Q: 3 clusters Score -9074471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9074483.000000 Penalty: 5578.151855
	Iteration 49Q: 3 clusters Score -9074483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9074469.000000 Penalty: 5578.151855
	Iteration 50Q: 3 clusters Score -9074469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9074483.000000 Penalty: 5578.151855
	Iteration 51Q: 3 clusters Score -9074483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9074498.000000 Penalty: 5578.151855
	Iteration 52Q: 3 clusters Score -9074498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9074503.000000 Penalty: 5578.151855
	Iteration 53Q: 3 clusters Score -9074503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9074505.000000 Penalty: 5578.151855
	Iteration 54Q: 3 clusters Score -9074505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9074499.000000 Penalty: 5578.151855
	Iteration 55Q: 3 clusters Score -9074499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9074511.000000 Penalty: 5578.151855
	Iteration 56Q: 3 clusters Score -9074511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9074507.000000 Penalty: 5578.151855
	Iteration 57Q: 3 clusters Score -9074507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9074505.000000 Penalty: 5578.151855
	Iteration 58Q: 3 clusters Score -9074505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9074510.000000 Penalty: 5578.151855
	Iteration 59Q: 3 clusters Score -9074510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9074499.000000 Penalty: 5578.151855
	Iteration 60F: 3 clusters Score -9074499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9074503.000000 Penalty: 5578.151855
	Iteration 61Q: 3 clusters Score -9074503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9074505.000000 Penalty: 5578.151855
	Iteration 62Q: 3 clusters Score -9074505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9074509.000000 Penalty: 5578.151855
	Iteration 63Q: 3 clusters Score -9074509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9074509.000000 Penalty: 5578.151855
	Iteration 64F: 3 clusters Score -9074509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Entering Unmasked Estep 
Score: -5453560.000000 Penalty: 2661.805420
	Iteration 0F: 2 clusters Score -5453560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5422725.000000 Penalty: 5323.610840
	Iteration 0F: 3 clusters Score -5422725 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -5434192.000000 Penalty: 5323.610840
	Iteration 1F: 3 clusters Score -5434192 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5434613.500000 Penalty: 5323.610840
	Iteration 2Q: 3 clusters Score -5434614 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5435102.000000 Penalty: 5323.610840
	Iteration 3Q: 3 clusters Score -5435102 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5435612.000000 Penalty: 5323.610840
	Iteration 4Q: 3 clusters Score -5435612 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -5436190.500000 Penalty: 5323.610840
	Iteration 5Q: 3 clusters Score -5436190 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5436978.000000 Penalty: 5323.610840
	Iteration 6Q: 3 clusters Score -5436978 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5438042.500000 Penalty: 5323.610840
	Iteration 7Q: 3 clusters Score -5438042 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -5439573.500000 Penalty: 5323.610840
	Iteration 8F: 3 clusters Score -5439574 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -5441569.500000 Penalty: 5323.610840
	Iteration 9F: 3 clusters Score -5441570 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -5443808.500000 Penalty: 5323.610840
	Iteration 10F: 3 clusters Score -5443808 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -5445788.000000 Penalty: 5323.610840
	Iteration 11F: 3 clusters Score -5445788 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -5446890.000000 Penalty: 5323.610840
	Iteration 12Q: 3 clusters Score -5446890 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5447422.500000 Penalty: 5323.610840
	Iteration 13Q: 3 clusters Score -5447422 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5447758.500000 Penalty: 5323.610840
	Iteration 14Q: 3 clusters Score -5447758 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -5448110.000000 Penalty: 5323.610840
	Iteration 15Q: 3 clusters Score -5448110 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5448392.000000 Penalty: 5323.610840
	Iteration 16Q: 3 clusters Score -5448392 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -5448602.000000 Penalty: 5323.610840
	Iteration 17Q: 3 clusters Score -5448602 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -5448845.000000 Penalty: 5323.610840
	Iteration 18Q: 3 clusters Score -5448845 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5449038.500000 Penalty: 5323.610840
	Iteration 19Q: 3 clusters Score -5449038 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -5449288.000000 Penalty: 5323.610840
	Iteration 20F: 3 clusters Score -5449288 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -5449418.500000 Penalty: 5323.610840
	Iteration 21Q: 3 clusters Score -5449418 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -5449585.500000 Penalty: 5323.610840
	Iteration 22Q: 3 clusters Score -5449586 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -5449757.000000 Penalty: 5323.610840
	Iteration 23Q: 3 clusters Score -5449757 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -5449909.500000 Penalty: 5323.610840
	Iteration 24Q: 3 clusters Score -5449910 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5450071.000000 Penalty: 5323.610840
	Iteration 25Q: 3 clusters Score -5450071 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5450196.500000 Penalty: 5323.610840
	Iteration 26Q: 3 clusters Score -5450196 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5450339.000000 Penalty: 5323.610840
	Iteration 27Q: 3 clusters Score -5450339 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5450457.500000 Penalty: 5323.610840
	Iteration 28Q: 3 clusters Score -5450458 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5450552.500000 Penalty: 5323.610840
	Iteration 29Q: 3 clusters Score -5450552 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -5450646.500000 Penalty: 5323.610840
	Iteration 30Q: 3 clusters Score -5450646 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5450743.000000 Penalty: 5323.610840
	Iteration 31Q: 3 clusters Score -5450743 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5450810.000000 Penalty: 5323.610840
	Iteration 32Q: 3 clusters Score -5450810 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5450879.000000 Penalty: 5323.610840
	Iteration 33Q: 3 clusters Score -5450879 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5450938.500000 Penalty: 5323.610840
	Iteration 34Q: 3 clusters Score -5450938 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5450994.500000 Penalty: 5323.610840
	Iteration 35Q: 3 clusters Score -5450994 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5451043.000000 Penalty: 5323.610840
	Iteration 36Q: 3 clusters Score -5451043 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5451098.000000 Penalty: 5323.610840
	Iteration 37Q: 3 clusters Score -5451098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5451166.500000 Penalty: 5323.610840
	Iteration 38Q: 3 clusters Score -5451166 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5451203.500000 Penalty: 5323.610840
	Iteration 39Q: 3 clusters Score -5451204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5451247.500000 Penalty: 5323.610840
	Iteration 40F: 3 clusters Score -5451248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5451290.500000 Penalty: 5323.610840
	Iteration 41Q: 3 clusters Score -5451290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5451324.000000 Penalty: 5323.610840
	Iteration 42Q: 3 clusters Score -5451324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5451349.000000 Penalty: 5323.610840
	Iteration 43Q: 3 clusters Score -5451349 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5451351.500000 Penalty: 5323.610840
	Iteration 44Q: 3 clusters Score -5451352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5451372.500000 Penalty: 5323.610840
	Iteration 45Q: 3 clusters Score -5451372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5451391.500000 Penalty: 5323.610840
	Iteration 46Q: 3 clusters Score -5451392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5451409.000000 Penalty: 5323.610840
	Iteration 47Q: 3 clusters Score -5451409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5451432.500000 Penalty: 5323.610840
	Iteration 48Q: 3 clusters Score -5451432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5451460.000000 Penalty: 5323.610840
	Iteration 49Q: 3 clusters Score -5451460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5451482.000000 Penalty: 5323.610840
	Iteration 50Q: 3 clusters Score -5451482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5451486.000000 Penalty: 5323.610840
	Iteration 51Q: 3 clusters Score -5451486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5451514.000000 Penalty: 5323.610840
	Iteration 52Q: 3 clusters Score -5451514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5451518.000000 Penalty: 5323.610840
	Iteration 53Q: 3 clusters Score -5451518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5451526.500000 Penalty: 5323.610840
	Iteration 54Q: 3 clusters Score -5451526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5451525.000000 Penalty: 5323.610840
	Iteration 55Q: 3 clusters Score -5451525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5451526.000000 Penalty: 5323.610840
	Iteration 56Q: 3 clusters Score -5451526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5451534.000000 Penalty: 5323.610840
	Iteration 57Q: 3 clusters Score -5451534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5451534.000000 Penalty: 5323.610840
	Iteration 58Q: 3 clusters Score -5451534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5451534.500000 Penalty: 5323.610840
	Iteration 59Q: 3 clusters Score -5451534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5451548.000000 Penalty: 5323.610840
	Iteration 60F: 3 clusters Score -5451548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5451554.000000 Penalty: 5323.610840
	Iteration 61Q: 3 clusters Score -5451554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5451554.000000 Penalty: 5323.610840
	Iteration 62Q: 3 clusters Score -5451554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5451559.500000 Penalty: 5323.610840
	Iteration 63Q: 3 clusters Score -5451560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5451564.500000 Penalty: 5323.610840
	Iteration 64Q: 3 clusters Score -5451564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5451571.000000 Penalty: 5323.610840
	Iteration 65Q: 3 clusters Score -5451571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5451573.000000 Penalty: 5323.610840
	Iteration 66Q: 3 clusters Score -5451573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5451577.500000 Penalty: 5323.610840
	Iteration 67Q: 3 clusters Score -5451578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5451597.500000 Penalty: 5323.610840
	Iteration 68Q: 3 clusters Score -5451598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5451607.000000 Penalty: 5323.610840
	Iteration 69Q: 3 clusters Score -5451607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5451607.000000 Penalty: 5323.610840
	Iteration 70Q: 3 clusters Score -5451607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5451607.500000 Penalty: 5323.610840
	Iteration 71Q: 3 clusters Score -5451608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5451617.000000 Penalty: 5323.610840
	Iteration 72Q: 3 clusters Score -5451617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5451613.500000 Penalty: 5323.610840
	Iteration 73Q: 3 clusters Score -5451614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5451621.000000 Penalty: 5323.610840
	Iteration 74Q: 3 clusters Score -5451621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5451618.000000 Penalty: 5323.610840
	Iteration 75Q: 3 clusters Score -5451618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5451620.000000 Penalty: 5323.610840
	Iteration 76Q: 3 clusters Score -5451620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5451612.000000 Penalty: 5323.610840
	Iteration 77Q: 3 clusters Score -5451612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5451611.500000 Penalty: 5323.610840
	Iteration 78Q: 3 clusters Score -5451612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5451615.500000 Penalty: 5323.610840
	Iteration 79Q: 3 clusters Score -5451616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5451620.500000 Penalty: 5323.610840
	Iteration 80F: 3 clusters Score -5451620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5451613.500000 Penalty: 5323.610840
	Iteration 81Q: 3 clusters Score -5451614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5451619.500000 Penalty: 5323.610840
	Iteration 82Q: 3 clusters Score -5451620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5451622.500000 Penalty: 5323.610840
	Iteration 83Q: 3 clusters Score -5451622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5451620.500000 Penalty: 5323.610840
	Iteration 84Q: 3 clusters Score -5451620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5451618.000000 Penalty: 5323.610840
	Iteration 85Q: 3 clusters Score -5451618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5451615.500000 Penalty: 5323.610840
	Iteration 86Q: 3 clusters Score -5451616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5451615.500000 Penalty: 5323.610840
	Iteration 87F: 3 clusters Score -5451616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Entering Unmasked Estep 
Score: -8219256.000000 Penalty: 2774.939209
	Iteration 0F: 2 clusters Score -8219256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8170662.500000 Penalty: 5549.878418
	Iteration 0F: 3 clusters Score -8170662 nChanged 33946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -8189681.000000 Penalty: 5549.878418
	Iteration 1F: 3 clusters Score -8189681 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -8190472.000000 Penalty: 5549.878418
	Iteration 2Q: 3 clusters Score -8190472 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -8191482.000000 Penalty: 5549.878418
	Iteration 3Q: 3 clusters Score -8191482 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8193135.000000 Penalty: 5549.878418
	Iteration 4F: 3 clusters Score -8193135 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -8196071.500000 Penalty: 5549.878418
	Iteration 5F: 3 clusters Score -8196072 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -8200385.000000 Penalty: 5549.878418
	Iteration 6F: 3 clusters Score -8200385 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -8205865.000000 Penalty: 5549.878418
	Iteration 7F: 3 clusters Score -8205865 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -8210946.000000 Penalty: 5549.878418
	Iteration 8F: 3 clusters Score -8210946 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -8214432.000000 Penalty: 5549.878418
	Iteration 9Q: 3 clusters Score -8214432 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -8215996.000000 Penalty: 5549.878418
	Iteration 10Q: 3 clusters Score -8215996 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -8216610.000000 Penalty: 5549.878418
	Iteration 11Q: 3 clusters Score -8216610 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8216852.500000 Penalty: 5549.878418
	Iteration 12Q: 3 clusters Score -8216852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -8216977.500000 Penalty: 5549.878418
	Iteration 13Q: 3 clusters Score -8216978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -8217038.500000 Penalty: 5549.878418
	Iteration 14Q: 3 clusters Score -8217038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -8217070.000000 Penalty: 5549.878418
	Iteration 15Q: 3 clusters Score -8217070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -8217098.500000 Penalty: 5549.878418
	Iteration 16Q: 3 clusters Score -8217098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -8217110.000000 Penalty: 5549.878418
	Iteration 17Q: 3 clusters Score -8217110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -8217104.500000 Penalty: 5549.878418
	Iteration 18Q: 3 clusters Score -8217104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -8217118.500000 Penalty: 5549.878418
	Iteration 19Q: 3 clusters Score -8217118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -8217130.500000 Penalty: 5549.878418
	Iteration 20F: 3 clusters Score -8217130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -8217129.000000 Penalty: 5549.878418
	Iteration 21Q: 3 clusters Score -8217129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -8217132.500000 Penalty: 5549.878418
	Iteration 22Q: 3 clusters Score -8217132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -8217131.500000 Penalty: 5549.878418
	Iteration 23Q: 3 clusters Score -8217132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -8217134.000000 Penalty: 5549.878418
	Iteration 24Q: 3 clusters Score -8217134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -8217134.000000 Penalty: 5549.878418
	Iteration 25F: 3 clusters Score -8217134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Entering Unmasked Estep 
Score: -1230961.250000 Penalty: 2297.536621
	Iteration 0F: 2 clusters Score -1230961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1222902.625000 Penalty: 4595.073242
	Iteration 0F: 3 clusters Score -1222903 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1225275.375000 Penalty: 4595.073242
	Iteration 1F: 3 clusters Score -1225275 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1225593.250000 Penalty: 4595.073242
	Iteration 2F: 3 clusters Score -1225593 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1225807.250000 Penalty: 4595.073242
	Iteration 3Q: 3 clusters Score -1225807 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1225958.000000 Penalty: 4595.073242
	Iteration 4Q: 3 clusters Score -1225958 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1226075.250000 Penalty: 4595.073242
	Iteration 5Q: 3 clusters Score -1226075 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1226184.500000 Penalty: 4595.073242
	Iteration 6Q: 3 clusters Score -1226184 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1226285.000000 Penalty: 4595.073242
	Iteration 7Q: 3 clusters Score -1226285 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1226365.750000 Penalty: 4595.073242
	Iteration 8Q: 3 clusters Score -1226366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1226452.625000 Penalty: 4595.073242
	Iteration 9Q: 3 clusters Score -1226453 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1226537.750000 Penalty: 4595.073242
	Iteration 10Q: 3 clusters Score -1226538 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1226618.000000 Penalty: 4595.073242
	Iteration 11Q: 3 clusters Score -1226618 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1226711.500000 Penalty: 4595.073242
	Iteration 12Q: 3 clusters Score -1226712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1226810.375000 Penalty: 4595.073242
	Iteration 13Q: 3 clusters Score -1226810 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1226900.500000 Penalty: 4595.073242
	Iteration 14Q: 3 clusters Score -1226900 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1226981.750000 Penalty: 4595.073242
	Iteration 15Q: 3 clusters Score -1226982 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1227076.375000 Penalty: 4595.073242
	Iteration 16Q: 3 clusters Score -1227076 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1227174.375000 Penalty: 4595.073242
	Iteration 17Q: 3 clusters Score -1227174 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1227278.000000 Penalty: 4595.073242
	Iteration 18Q: 3 clusters Score -1227278 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1227375.375000 Penalty: 4595.073242
	Iteration 19Q: 3 clusters Score -1227375 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1227471.750000 Penalty: 4595.073242
	Iteration 20F: 3 clusters Score -1227472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1227582.875000 Penalty: 4595.073242
	Iteration 21Q: 3 clusters Score -1227583 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1227703.250000 Penalty: 4595.073242
	Iteration 22Q: 3 clusters Score -1227703 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1227824.750000 Penalty: 4595.073242
	Iteration 23Q: 3 clusters Score -1227825 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1227952.250000 Penalty: 4595.073242
	Iteration 24Q: 3 clusters Score -1227952 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1228089.875000 Penalty: 4595.073242
	Iteration 25Q: 3 clusters Score -1228090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1228230.875000 Penalty: 4595.073242
	Iteration 26Q: 3 clusters Score -1228231 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1228357.875000 Penalty: 4595.073242
	Iteration 27Q: 3 clusters Score -1228358 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1228464.875000 Penalty: 4595.073242
	Iteration 28Q: 3 clusters Score -1228465 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1228556.250000 Penalty: 4595.073242
	Iteration 29Q: 3 clusters Score -1228556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1228635.375000 Penalty: 4595.073242
	Iteration 30Q: 3 clusters Score -1228635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1228706.375000 Penalty: 4595.073242
	Iteration 31Q: 3 clusters Score -1228706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1228771.000000 Penalty: 4595.073242
	Iteration 32Q: 3 clusters Score -1228771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1228824.250000 Penalty: 4595.073242
	Iteration 33Q: 3 clusters Score -1228824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1228856.375000 Penalty: 4595.073242
	Iteration 34Q: 3 clusters Score -1228856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1228874.875000 Penalty: 4595.073242
	Iteration 35Q: 3 clusters Score -1228875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1228898.250000 Penalty: 4595.073242
	Iteration 36Q: 3 clusters Score -1228898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1228929.125000 Penalty: 4595.073242
	Iteration 37Q: 3 clusters Score -1228929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1228952.750000 Penalty: 4595.073242
	Iteration 38Q: 3 clusters Score -1228953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1228966.250000 Penalty: 4595.073242
	Iteration 39Q: 3 clusters Score -1228966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1228974.625000 Penalty: 4595.073242
	Iteration 40F: 3 clusters Score -1228975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1228977.000000 Penalty: 4595.073242
	Iteration 41Q: 3 clusters Score -1228977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1228985.125000 Penalty: 4595.073242
	Iteration 42Q: 3 clusters Score -1228985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1228995.000000 Penalty: 4595.073242
	Iteration 43Q: 3 clusters Score -1228995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1228995.375000 Penalty: 4595.073242
	Iteration 44Q: 3 clusters Score -1228995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1228995.625000 Penalty: 4595.073242
	Iteration 45Q: 3 clusters Score -1228996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1228996.000000 Penalty: 4595.073242
	Iteration 46Q: 3 clusters Score -1228996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1228996.125000 Penalty: 4595.073242
	Iteration 47Q: 3 clusters Score -1228996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1228998.750000 Penalty: 4595.073242
	Iteration 48Q: 3 clusters Score -1228999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1228999.750000 Penalty: 4595.073242
	Iteration 49Q: 3 clusters Score -1229000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1229002.250000 Penalty: 4595.073242
	Iteration 50Q: 3 clusters Score -1229002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1229004.375000 Penalty: 4595.073242
	Iteration 51Q: 3 clusters Score -1229004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1229007.000000 Penalty: 4595.073242
	Iteration 52Q: 3 clusters Score -1229007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1229008.125000 Penalty: 4595.073242
	Iteration 53Q: 3 clusters Score -1229008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1229012.000000 Penalty: 4595.073242
	Iteration 54Q: 3 clusters Score -1229012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1229013.625000 Penalty: 4595.073242
	Iteration 55Q: 3 clusters Score -1229014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1229017.250000 Penalty: 4595.073242
	Iteration 56Q: 3 clusters Score -1229017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1229017.625000 Penalty: 4595.073242
	Iteration 57Q: 3 clusters Score -1229018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1229019.500000 Penalty: 4595.073242
	Iteration 58Q: 3 clusters Score -1229020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1229022.000000 Penalty: 4595.073242
	Iteration 59Q: 3 clusters Score -1229022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1229024.625000 Penalty: 4595.073242
	Iteration 60F: 3 clusters Score -1229025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1229026.500000 Penalty: 4595.073242
	Iteration 61Q: 3 clusters Score -1229026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1229028.250000 Penalty: 4595.073242
	Iteration 62Q: 3 clusters Score -1229028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1229028.250000 Penalty: 4595.073242
	Iteration 63F: 3 clusters Score -1229028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 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 271 members 
Entering Unmasked Estep 
Score: -51335.675781 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51335.68 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51571.113281 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51571.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51635.738281 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -51635.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51663.898438 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51674.847656 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51674.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51679.179688 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51679.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51682.636719 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51682.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51686.597656 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -51686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51688.046875 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -51688.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51688.046875 Penalty: 3107.589355
	Iteration 9F: 3 clusters Score -51688.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Entering Unmasked Estep 
Score: -6086399.500000 Penalty: 2690.880859
	Iteration 0F: 2 clusters Score -6086400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -6051594.000000 Penalty: 5381.761719
	Iteration 0F: 3 clusters Score -6051594 nChanged 23918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -6064880.000000 Penalty: 5381.761719
	Iteration 1F: 3 clusters Score -6064880 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6065571.000000 Penalty: 5381.761719
	Iteration 2Q: 3 clusters Score -6065571 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -6066416.500000 Penalty: 5381.761719
	Iteration 3Q: 3 clusters Score -6066416 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -6067533.500000 Penalty: 5381.761719
	Iteration 4Q: 3 clusters Score -6067534 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -6068830.000000 Penalty: 5381.761719
	Iteration 5Q: 3 clusters Score -6068830 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -6070496.500000 Penalty: 5381.761719
	Iteration 6F: 3 clusters Score -6070496 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -6072508.000000 Penalty: 5381.761719
	Iteration 7F: 3 clusters Score -6072508 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -6074935.000000 Penalty: 5381.761719
	Iteration 8F: 3 clusters Score -6074935 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -6077613.500000 Penalty: 5381.761719
	Iteration 9F: 3 clusters Score -6077614 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6079990.500000 Penalty: 5381.761719
	Iteration 10F: 3 clusters Score -6079990 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6081651.500000 Penalty: 5381.761719
	Iteration 11Q: 3 clusters Score -6081652 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -6082656.000000 Penalty: 5381.761719
	Iteration 12Q: 3 clusters Score -6082656 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -6083288.500000 Penalty: 5381.761719
	Iteration 13Q: 3 clusters Score -6083288 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6083671.000000 Penalty: 5381.761719
	Iteration 14Q: 3 clusters Score -6083671 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -6083907.500000 Penalty: 5381.761719
	Iteration 15Q: 3 clusters Score -6083908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -6084088.500000 Penalty: 5381.761719
	Iteration 16Q: 3 clusters Score -6084088 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -6084195.500000 Penalty: 5381.761719
	Iteration 17Q: 3 clusters Score -6084196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6084272.500000 Penalty: 5381.761719
	Iteration 18Q: 3 clusters Score -6084272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -6084339.500000 Penalty: 5381.761719
	Iteration 19Q: 3 clusters Score -6084340 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6084390.000000 Penalty: 5381.761719
	Iteration 20F: 3 clusters Score -6084390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6084408.000000 Penalty: 5381.761719
	Iteration 21Q: 3 clusters Score -6084408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6084431.000000 Penalty: 5381.761719
	Iteration 22Q: 3 clusters Score -6084431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -6084450.000000 Penalty: 5381.761719
	Iteration 23Q: 3 clusters Score -6084450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -6084455.000000 Penalty: 5381.761719
	Iteration 24Q: 3 clusters Score -6084455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -6084461.500000 Penalty: 5381.761719
	Iteration 25Q: 3 clusters Score -6084462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -6084466.000000 Penalty: 5381.761719
	Iteration 26Q: 3 clusters Score -6084466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6084458.500000 Penalty: 5381.761719
	Iteration 27Q: 3 clusters Score -6084458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6084466.500000 Penalty: 5381.761719
	Iteration 28Q: 3 clusters Score -6084466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6084490.500000 Penalty: 5381.761719
	Iteration 29Q: 3 clusters Score -6084490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6084498.000000 Penalty: 5381.761719
	Iteration 30Q: 3 clusters Score -6084498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6084506.000000 Penalty: 5381.761719
	Iteration 31Q: 3 clusters Score -6084506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6084515.000000 Penalty: 5381.761719
	Iteration 32Q: 3 clusters Score -6084515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6084516.500000 Penalty: 5381.761719
	Iteration 33Q: 3 clusters Score -6084516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -6084518.000000 Penalty: 5381.761719
	Iteration 34Q: 3 clusters Score -6084518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6084534.500000 Penalty: 5381.761719
	Iteration 35Q: 3 clusters Score -6084534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6084529.500000 Penalty: 5381.761719
	Iteration 36Q: 3 clusters Score -6084530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6084530.500000 Penalty: 5381.761719
	Iteration 37Q: 3 clusters Score -6084530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6084534.000000 Penalty: 5381.761719
	Iteration 38Q: 3 clusters Score -6084534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6084534.000000 Penalty: 5381.761719
	Iteration 39F: 3 clusters Score -6084534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323691 members 
Entering Unmasked Estep 
Score: -37799152.000000 Penalty: 3146.511230
	Iteration 0F: 2 clusters Score -3.779915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162327 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -37590240.000000 Penalty: 6293.022461
	Iteration 0F: 3 clusters Score -3.759024e+07 nChanged 157149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176786 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -37683776.000000 Penalty: 6293.022461
	Iteration 1F: 3 clusters Score -3.768378e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185925 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -37686848.000000 Penalty: 6293.022461
	Iteration 2Q: 3 clusters Score -3.768685e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200016 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -37692508.000000 Penalty: 6293.022461
	Iteration 3Q: 3 clusters Score -3.769251e+07 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220751 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -37704808.000000 Penalty: 6293.022461
	Iteration 4F: 3 clusters Score -3.770481e+07 nChanged 27698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248337 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -37726496.000000 Penalty: 6293.022461
	Iteration 5F: 3 clusters Score -3.77265e+07 nChanged 31082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279371 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -37757036.000000 Penalty: 6293.022461
	Iteration 6F: 3 clusters Score -3.775704e+07 nChanged 25100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304461 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -37783984.000000 Penalty: 6293.022461
	Iteration 7F: 3 clusters Score -3.778398e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317607 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -37793772.000000 Penalty: 6293.022461
	Iteration 8Q: 3 clusters Score -3.779377e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322117 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -37795908.000000 Penalty: 6293.022461
	Iteration 9Q: 3 clusters Score -3.779591e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37796104.000000 Penalty: 6293.022461
	Iteration 10Q: 3 clusters Score -3.77961e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37796332.000000 Penalty: 6293.022461
	Iteration 11Q: 3 clusters Score -3.779633e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323456 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37796376.000000 Penalty: 6293.022461
	Iteration 12Q: 3 clusters Score -3.779638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323472 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37796396.000000 Penalty: 6293.022461
	Iteration 13Q: 3 clusters Score -3.77964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323483 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37796432.000000 Penalty: 6293.022461
	Iteration 14Q: 3 clusters Score -3.779643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323488 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37796440.000000 Penalty: 6293.022461
	Iteration 15Q: 3 clusters Score -3.779644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323491 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37796440.000000 Penalty: 6293.022461
	Iteration 16Q: 3 clusters Score -3.779644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323493 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37796464.000000 Penalty: 6293.022461
	Iteration 17Q: 3 clusters Score -3.779646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323493 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37796472.000000 Penalty: 6293.022461
	Iteration 18Q: 3 clusters Score -3.779647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323498 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37796460.000000 Penalty: 6293.022461
	Iteration 19Q: 3 clusters Score -3.779646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323501 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37796472.000000 Penalty: 6293.022461
	Iteration 20F: 3 clusters Score -3.779647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323500 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37796508.000000 Penalty: 6293.022461
	Iteration 21Q: 3 clusters Score -3.779651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323501 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37796496.000000 Penalty: 6293.022461
	Iteration 22Q: 3 clusters Score -3.77965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323502 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37796524.000000 Penalty: 6293.022461
	Iteration 23Q: 3 clusters Score -3.779652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323504 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37796524.000000 Penalty: 6293.022461
	Iteration 24Q: 3 clusters Score -3.779652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323506 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37796532.000000 Penalty: 6293.022461
	Iteration 25Q: 3 clusters Score -3.779653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323506 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37796532.000000 Penalty: 6293.022461
	Iteration 26F: 3 clusters Score -3.779653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Entering Unmasked Estep 
Score: -6883077.000000 Penalty: 2719.984863
	Iteration 0F: 2 clusters Score -6883077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -6844011.500000 Penalty: 5439.969727
	Iteration 0F: 3 clusters Score -6844012 nChanged 26955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -6859290.000000 Penalty: 5439.969727
	Iteration 1F: 3 clusters Score -6859290 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -6860043.500000 Penalty: 5439.969727
	Iteration 2Q: 3 clusters Score -6860044 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -6860800.000000 Penalty: 5439.969727
	Iteration 3Q: 3 clusters Score -6860800 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -6861813.000000 Penalty: 5439.969727
	Iteration 4Q: 3 clusters Score -6861813 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6863148.000000 Penalty: 5439.969727
	Iteration 5F: 3 clusters Score -6863148 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -6865297.000000 Penalty: 5439.969727
	Iteration 6F: 3 clusters Score -6865297 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -6868199.000000 Penalty: 5439.969727
	Iteration 7F: 3 clusters Score -6868199 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -6871834.500000 Penalty: 5439.969727
	Iteration 8F: 3 clusters Score -6871834 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -6875387.000000 Penalty: 5439.969727
	Iteration 9F: 3 clusters Score -6875387 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -6878000.500000 Penalty: 5439.969727
	Iteration 10F: 3 clusters Score -6878000 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -6879670.000000 Penalty: 5439.969727
	Iteration 11Q: 3 clusters Score -6879670 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -6880697.500000 Penalty: 5439.969727
	Iteration 12Q: 3 clusters Score -6880698 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -6881209.500000 Penalty: 5439.969727
	Iteration 13Q: 3 clusters Score -6881210 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -6881411.000000 Penalty: 5439.969727
	Iteration 14Q: 3 clusters Score -6881411 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -6881510.500000 Penalty: 5439.969727
	Iteration 15Q: 3 clusters Score -6881510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -6881582.000000 Penalty: 5439.969727
	Iteration 16Q: 3 clusters Score -6881582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -6881639.000000 Penalty: 5439.969727
	Iteration 17Q: 3 clusters Score -6881639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -6881662.500000 Penalty: 5439.969727
	Iteration 18Q: 3 clusters Score -6881662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -6881679.000000 Penalty: 5439.969727
	Iteration 19Q: 3 clusters Score -6881679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -6881710.500000 Penalty: 5439.969727
	Iteration 20F: 3 clusters Score -6881710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -6881709.000000 Penalty: 5439.969727
	Iteration 21Q: 3 clusters Score -6881709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -6881714.000000 Penalty: 5439.969727
	Iteration 22Q: 3 clusters Score -6881714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -6881729.000000 Penalty: 5439.969727
	Iteration 23Q: 3 clusters Score -6881729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6881730.500000 Penalty: 5439.969727
	Iteration 24Q: 3 clusters Score -6881730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -6881725.500000 Penalty: 5439.969727
	Iteration 25Q: 3 clusters Score -6881726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -6881731.500000 Penalty: 5439.969727
	Iteration 26Q: 3 clusters Score -6881732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -6881728.000000 Penalty: 5439.969727
	Iteration 27Q: 3 clusters Score -6881728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -6881728.000000 Penalty: 5439.969727
	Iteration 28Q: 3 clusters Score -6881728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -6881740.500000 Penalty: 5439.969727
	Iteration 29Q: 3 clusters Score -6881740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -6881736.500000 Penalty: 5439.969727
	Iteration 30Q: 3 clusters Score -6881736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -6881745.500000 Penalty: 5439.969727
	Iteration 31Q: 3 clusters Score -6881746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -6881740.500000 Penalty: 5439.969727
	Iteration 32Q: 3 clusters Score -6881740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6881739.500000 Penalty: 5439.969727
	Iteration 33Q: 3 clusters Score -6881740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -6881739.000000 Penalty: 5439.969727
	Iteration 34Q: 3 clusters Score -6881739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -6881745.500000 Penalty: 5439.969727
	Iteration 35Q: 3 clusters Score -6881746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -6881740.500000 Penalty: 5439.969727
	Iteration 36Q: 3 clusters Score -6881740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -6881746.500000 Penalty: 5439.969727
	Iteration 37Q: 3 clusters Score -6881746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -6881744.000000 Penalty: 5439.969727
	Iteration 38Q: 3 clusters Score -6881744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -6881741.000000 Penalty: 5439.969727
	Iteration 39Q: 3 clusters Score -6881741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -6881739.500000 Penalty: 5439.969727
	Iteration 40F: 3 clusters Score -6881740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -87168.312500 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -87168.31 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 416 members 
Entering Unmasked Estep 
Score: -85391.179688 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -85391.18 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85650.734375 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -85650.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85776.023438 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -85776.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85896.132812 Penalty: 3326.603760
	Iteration 3F: 3 clusters Score -85896.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86025.757812 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -86025.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86222.953125 Penalty: 3326.603760
	Iteration 5F: 3 clusters Score -86222.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86523.906250 Penalty: 3326.603760
	Iteration 6F: 3 clusters Score -86523.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86871.210938 Penalty: 3326.603760
	Iteration 7F: 3 clusters Score -86871.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87126.679688 Penalty: 3326.603760
	Iteration 8F: 3 clusters Score -87126.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87265.421875 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -87265.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87322.632812 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -87322.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87352.554688 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -87352.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87357.195312 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -87357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87370.554688 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -87370.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87371.539062 Penalty: 3326.603760
	Iteration 14Q: 3 clusters Score -87371.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87373.039062 Penalty: 3326.603760
	Iteration 15Q: 3 clusters Score -87373.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87373.039062 Penalty: 3326.603760
	Iteration 16F: 3 clusters Score -87373.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83933 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202710 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 171360 members 
Mstep: Class 7 contains 76594 members 
Mstep: Class 8 contains 45848 members 
Mstep: Class 9 contains 72350 members 
Mstep: Class 10 contains 10554 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51551 members 
Mstep: Class 13 contains 323691 members 
Mstep: Class 14 contains 57970 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 169595 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19376 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40991 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 29184 members 
Mstep: Class 23 contains 7186 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18762 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 194688 members 
Entering Unmasked Estep 
Score: -183994112.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -183994544.000000 to -183994112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (169595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Entering Unmasked Estep 
Score: -19928258.000000 Penalty: 2986.209717
	Iteration 0F: 2 clusters Score -1.992826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -19814476.000000 Penalty: 5972.419434
	Iteration 0F: 3 clusters Score -1.981448e+07 nChanged 81188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -19862550.000000 Penalty: 5972.419434
	Iteration 1F: 3 clusters Score -1.986255e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -19863676.000000 Penalty: 5972.419434
	Iteration 2Q: 3 clusters Score -1.986368e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -19865190.000000 Penalty: 5972.419434
	Iteration 3Q: 3 clusters Score -1.986519e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -19867414.000000 Penalty: 5972.419434
	Iteration 4Q: 3 clusters Score -1.986741e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -19870844.000000 Penalty: 5972.419434
	Iteration 5Q: 3 clusters Score -1.987084e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -19875822.000000 Penalty: 5972.419434
	Iteration 6F: 3 clusters Score -1.987582e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -19882654.000000 Penalty: 5972.419434
	Iteration 7F: 3 clusters Score -1.988265e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 110739 members 
Entering Unmasked Estep 
Score: -19890770.000000 Penalty: 5972.419434
	Iteration 8F: 3 clusters Score -1.989077e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -19898256.000000 Penalty: 5972.419434
	Iteration 9F: 3 clusters Score -1.989826e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -19902862.000000 Penalty: 5972.419434
	Iteration 10Q: 3 clusters Score -1.990286e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -19905060.000000 Penalty: 5972.419434
	Iteration 11Q: 3 clusters Score -1.990506e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -19906422.000000 Penalty: 5972.419434
	Iteration 12Q: 3 clusters Score -1.990642e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -19907632.000000 Penalty: 5972.419434
	Iteration 13Q: 3 clusters Score -1.990763e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 127494 members 
Entering Unmasked Estep 
Score: -19908662.000000 Penalty: 5972.419434
	Iteration 14Q: 3 clusters Score -1.990866e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 129728 members 
Entering Unmasked Estep 
Score: -19909720.000000 Penalty: 5972.419434
	Iteration 15Q: 3 clusters Score -1.990972e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -19910536.000000 Penalty: 5972.419434
	Iteration 16Q: 3 clusters Score -1.991054e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 133932 members 
Entering Unmasked Estep 
Score: -19911468.000000 Penalty: 5972.419434
	Iteration 17Q: 3 clusters Score -1.991147e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 135957 members 
Entering Unmasked Estep 
Score: -19912260.000000 Penalty: 5972.419434
	Iteration 18Q: 3 clusters Score -1.991226e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 138030 members 
Entering Unmasked Estep 
Score: -19913210.000000 Penalty: 5972.419434
	Iteration 19Q: 3 clusters Score -1.991321e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 140061 members 
Entering Unmasked Estep 
Score: -19914042.000000 Penalty: 5972.419434
	Iteration 20F: 3 clusters Score -1.991404e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 142026 members 
Entering Unmasked Estep 
Score: -19914758.000000 Penalty: 5972.419434
	Iteration 21Q: 3 clusters Score -1.991476e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 143893 members 
Entering Unmasked Estep 
Score: -19915540.000000 Penalty: 5972.419434
	Iteration 22Q: 3 clusters Score -1.991554e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -19916272.000000 Penalty: 5972.419434
	Iteration 23Q: 3 clusters Score -1.991627e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -19916996.000000 Penalty: 5972.419434
	Iteration 24Q: 3 clusters Score -1.9917e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -19917830.000000 Penalty: 5972.419434
	Iteration 25Q: 3 clusters Score -1.991783e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -19918688.000000 Penalty: 5972.419434
	Iteration 26Q: 3 clusters Score -1.991869e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -19919572.000000 Penalty: 5972.419434
	Iteration 27Q: 3 clusters Score -1.991957e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -19920410.000000 Penalty: 5972.419434
	Iteration 28Q: 3 clusters Score -1.992041e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -19920994.000000 Penalty: 5972.419434
	Iteration 29Q: 3 clusters Score -1.992099e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 158120 members 
Entering Unmasked Estep 
Score: -19921722.000000 Penalty: 5972.419434
	Iteration 30Q: 3 clusters Score -1.992172e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -19922254.000000 Penalty: 5972.419434
	Iteration 31Q: 3 clusters Score -1.992225e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 160756 members 
Entering Unmasked Estep 
Score: -19922724.000000 Penalty: 5972.419434
	Iteration 32Q: 3 clusters Score -1.992272e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -19923260.000000 Penalty: 5972.419434
	Iteration 33Q: 3 clusters Score -1.992326e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 162830 members 
Entering Unmasked Estep 
Score: -19923644.000000 Penalty: 5972.419434
	Iteration 34Q: 3 clusters Score -1.992364e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 163664 members 
Entering Unmasked Estep 
Score: -19924006.000000 Penalty: 5972.419434
	Iteration 35Q: 3 clusters Score -1.992401e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 164376 members 
Entering Unmasked Estep 
Score: -19924264.000000 Penalty: 5972.419434
	Iteration 36Q: 3 clusters Score -1.992426e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -19924552.000000 Penalty: 5972.419434
	Iteration 37Q: 3 clusters Score -1.992455e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -19924774.000000 Penalty: 5972.419434
	Iteration 38Q: 3 clusters Score -1.992477e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -19924978.000000 Penalty: 5972.419434
	Iteration 39Q: 3 clusters Score -1.992498e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -19925062.000000 Penalty: 5972.419434
	Iteration 40F: 3 clusters Score -1.992506e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -19925146.000000 Penalty: 5972.419434
	Iteration 41Q: 3 clusters Score -1.992515e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -19925246.000000 Penalty: 5972.419434
	Iteration 42Q: 3 clusters Score -1.992525e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -19925340.000000 Penalty: 5972.419434
	Iteration 43Q: 3 clusters Score -1.992534e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -19925438.000000 Penalty: 5972.419434
	Iteration 44Q: 3 clusters Score -1.992544e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 167464 members 
Entering Unmasked Estep 
Score: -19925500.000000 Penalty: 5972.419434
	Iteration 45Q: 3 clusters Score -1.99255e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -19925512.000000 Penalty: 5972.419434
	Iteration 46Q: 3 clusters Score -1.992551e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -19925568.000000 Penalty: 5972.419434
	Iteration 47Q: 3 clusters Score -1.992557e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 167774 members 
Entering Unmasked Estep 
Score: -19925588.000000 Penalty: 5972.419434
	Iteration 48Q: 3 clusters Score -1.992559e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -19925630.000000 Penalty: 5972.419434
	Iteration 49Q: 3 clusters Score -1.992563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 167902 members 
Entering Unmasked Estep 
Score: -19925642.000000 Penalty: 5972.419434
	Iteration 50Q: 3 clusters Score -1.992564e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -19925660.000000 Penalty: 5972.419434
	Iteration 51Q: 3 clusters Score -1.992566e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 168034 members 
Entering Unmasked Estep 
Score: -19925716.000000 Penalty: 5972.419434
	Iteration 52Q: 3 clusters Score -1.992572e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -19925704.000000 Penalty: 5972.419434
	Iteration 53Q: 3 clusters Score -1.99257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -19925714.000000 Penalty: 5972.419434
	Iteration 54Q: 3 clusters Score -1.992571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -19925740.000000 Penalty: 5972.419434
	Iteration 55Q: 3 clusters Score -1.992574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 168138 members 
Entering Unmasked Estep 
Score: -19925728.000000 Penalty: 5972.419434
	Iteration 56Q: 3 clusters Score -1.992573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 168153 members 
Entering Unmasked Estep 
Score: -19925742.000000 Penalty: 5972.419434
	Iteration 57Q: 3 clusters Score -1.992574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -19925754.000000 Penalty: 5972.419434
	Iteration 58Q: 3 clusters Score -1.992575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 168170 members 
Entering Unmasked Estep 
Score: -19925752.000000 Penalty: 5972.419434
	Iteration 59Q: 3 clusters Score -1.992575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 168178 members 
Entering Unmasked Estep 
Score: -19925748.000000 Penalty: 5972.419434
	Iteration 60F: 3 clusters Score -1.992575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -19925756.000000 Penalty: 5972.419434
	Iteration 61Q: 3 clusters Score -1.992576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -19925754.000000 Penalty: 5972.419434
	Iteration 62Q: 3 clusters Score -1.992575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 168204 members 
Entering Unmasked Estep 
Score: -19925766.000000 Penalty: 5972.419434
	Iteration 63Q: 3 clusters Score -1.992577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -19925756.000000 Penalty: 5972.419434
	Iteration 64Q: 3 clusters Score -1.992576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -19925750.000000 Penalty: 5972.419434
	Iteration 65Q: 3 clusters Score -1.992575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -19925754.000000 Penalty: 5972.419434
	Iteration 66Q: 3 clusters Score -1.992575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 168216 members 
Entering Unmasked Estep 
Score: -19925758.000000 Penalty: 5972.419434
	Iteration 67Q: 3 clusters Score -1.992576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -19925748.000000 Penalty: 5972.419434
	Iteration 68Q: 3 clusters Score -1.992575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -19925760.000000 Penalty: 5972.419434
	Iteration 69Q: 3 clusters Score -1.992576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -19925740.000000 Penalty: 5972.419434
	Iteration 70Q: 3 clusters Score -1.992574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -19925746.000000 Penalty: 5972.419434
	Iteration 71Q: 3 clusters Score -1.992575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -19925756.000000 Penalty: 5972.419434
	Iteration 72Q: 3 clusters Score -1.992576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -19925756.000000 Penalty: 5972.419434
	Iteration 73Q: 3 clusters Score -1.992576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 168255 members 
Entering Unmasked Estep 
Score: -19925742.000000 Penalty: 5972.419434
	Iteration 74Q: 3 clusters Score -1.992574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -19925756.000000 Penalty: 5972.419434
	Iteration 75Q: 3 clusters Score -1.992576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -19925776.000000 Penalty: 5972.419434
	Iteration 76Q: 3 clusters Score -1.992578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 168277 members 
Entering Unmasked Estep 
Score: -19925754.000000 Penalty: 5972.419434
	Iteration 77Q: 3 clusters Score -1.992575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -19925744.000000 Penalty: 5972.419434
	Iteration 78Q: 3 clusters Score -1.992574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -19925748.000000 Penalty: 5972.419434
	Iteration 79Q: 3 clusters Score -1.992575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 168295 members 
Entering Unmasked Estep 
Score: -19925772.000000 Penalty: 5972.419434
	Iteration 80F: 3 clusters Score -1.992577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -19925764.000000 Penalty: 5972.419434
	Iteration 81Q: 3 clusters Score -1.992576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 168309 members 
Entering Unmasked Estep 
Score: -19925778.000000 Penalty: 5972.419434
	Iteration 82Q: 3 clusters Score -1.992578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -19925766.000000 Penalty: 5972.419434
	Iteration 83Q: 3 clusters Score -1.992577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 168326 members 
Entering Unmasked Estep 
Score: -19925774.000000 Penalty: 5972.419434
	Iteration 84Q: 3 clusters Score -1.992577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -19925770.000000 Penalty: 5972.419434
	Iteration 85Q: 3 clusters Score -1.992577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -19925780.000000 Penalty: 5972.419434
	Iteration 86Q: 3 clusters Score -1.992578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -19925772.000000 Penalty: 5972.419434
	Iteration 87Q: 3 clusters Score -1.992577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 168340 members 
Entering Unmasked Estep 
Score: -19925758.000000 Penalty: 5972.419434
	Iteration 88Q: 3 clusters Score -1.992576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -19925752.000000 Penalty: 5972.419434
	Iteration 89Q: 3 clusters Score -1.992575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -19925758.000000 Penalty: 5972.419434
	Iteration 90Q: 3 clusters Score -1.992576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -19925764.000000 Penalty: 5972.419434
	Iteration 91Q: 3 clusters Score -1.992576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -19925758.000000 Penalty: 5972.419434
	Iteration 92Q: 3 clusters Score -1.992576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 168350 members 
Entering Unmasked Estep 
Score: -19925762.000000 Penalty: 5972.419434
	Iteration 93Q: 3 clusters Score -1.992576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -19925766.000000 Penalty: 5972.419434
	Iteration 94Q: 3 clusters Score -1.992577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -19925766.000000 Penalty: 5972.419434
	Iteration 95Q: 3 clusters Score -1.992577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -19925760.000000 Penalty: 5972.419434
	Iteration 96Q: 3 clusters Score -1.992576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -19925770.000000 Penalty: 5972.419434
	Iteration 97Q: 3 clusters Score -1.992577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -19925754.000000 Penalty: 5972.419434
	Iteration 98Q: 3 clusters Score -1.992575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 168364 members 
Entering Unmasked Estep 
Score: -19925764.000000 Penalty: 5972.419434
	Iteration 99Q: 3 clusters Score -1.992576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -19925764.000000 Penalty: 5972.419434
	Iteration 100F: 3 clusters Score -1.992576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -19925768.000000 Penalty: 5972.419434
	Iteration 101Q: 3 clusters Score -1.992577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -19925768.000000 Penalty: 5972.419434
	Iteration 102F: 3 clusters Score -1.992577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -283231.656250 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -283231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -280237.531250 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -280237.5 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -281035.500000 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -281035.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -281536.375000 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -281536.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -282001.218750 Penalty: 3902.843994
	Iteration 3F: 3 clusters Score -282001.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -282328.937500 Penalty: 3902.843994
	Iteration 4F: 3 clusters Score -282328.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -282568.750000 Penalty: 3902.843994
	Iteration 5F: 3 clusters Score -282568.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -282754.906250 Penalty: 3902.843994
	Iteration 6Q: 3 clusters Score -282754.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -282884.343750 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -282884.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -282930.625000 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -282930.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -282952.281250 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -282952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -282956.375000 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -282956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -282963.281250 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -282963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -282966.843750 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -282966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -282967.593750 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -282967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -282967.593750 Penalty: 3902.843994
	Iteration 14F: 3 clusters Score -282967.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
Score: -2251538.500000 Penalty: 2448.204102
	Iteration 0F: 2 clusters Score -2251538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2237772.500000 Penalty: 4896.408203
	Iteration 0F: 3 clusters Score -2237772 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2242310.250000 Penalty: 4896.408203
	Iteration 1F: 3 clusters Score -2242310 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2242719.000000 Penalty: 4896.408203
	Iteration 2F: 3 clusters Score -2242719 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2243051.250000 Penalty: 4896.408203
	Iteration 3Q: 3 clusters Score -2243051 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2243368.750000 Penalty: 4896.408203
	Iteration 4Q: 3 clusters Score -2243369 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2243741.500000 Penalty: 4896.408203
	Iteration 5Q: 3 clusters Score -2243742 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2244131.000000 Penalty: 4896.408203
	Iteration 6Q: 3 clusters Score -2244131 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2244563.750000 Penalty: 4896.408203
	Iteration 7Q: 3 clusters Score -2244564 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2245082.000000 Penalty: 4896.408203
	Iteration 8Q: 3 clusters Score -2245082 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2245661.000000 Penalty: 4896.408203
	Iteration 9Q: 3 clusters Score -2245661 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2246295.750000 Penalty: 4896.408203
	Iteration 10Q: 3 clusters Score -2246296 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2246951.250000 Penalty: 4896.408203
	Iteration 11Q: 3 clusters Score -2246951 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2247604.250000 Penalty: 4896.408203
	Iteration 12Q: 3 clusters Score -2247604 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2248123.750000 Penalty: 4896.408203
	Iteration 13Q: 3 clusters Score -2248124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2248475.750000 Penalty: 4896.408203
	Iteration 14Q: 3 clusters Score -2248476 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2248726.250000 Penalty: 4896.408203
	Iteration 15Q: 3 clusters Score -2248726 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2248905.500000 Penalty: 4896.408203
	Iteration 16Q: 3 clusters Score -2248906 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2249046.250000 Penalty: 4896.408203
	Iteration 17Q: 3 clusters Score -2249046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2249155.750000 Penalty: 4896.408203
	Iteration 18Q: 3 clusters Score -2249156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2249242.000000 Penalty: 4896.408203
	Iteration 19Q: 3 clusters Score -2249242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2249296.250000 Penalty: 4896.408203
	Iteration 20F: 3 clusters Score -2249296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2249341.500000 Penalty: 4896.408203
	Iteration 21Q: 3 clusters Score -2249342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2249387.250000 Penalty: 4896.408203
	Iteration 22Q: 3 clusters Score -2249387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2249420.500000 Penalty: 4896.408203
	Iteration 23Q: 3 clusters Score -2249420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2249435.250000 Penalty: 4896.408203
	Iteration 24Q: 3 clusters Score -2249435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2249440.500000 Penalty: 4896.408203
	Iteration 25Q: 3 clusters Score -2249440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2249444.000000 Penalty: 4896.408203
	Iteration 26Q: 3 clusters Score -2249444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2249451.750000 Penalty: 4896.408203
	Iteration 27Q: 3 clusters Score -2249452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2249464.750000 Penalty: 4896.408203
	Iteration 28Q: 3 clusters Score -2249465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2249473.000000 Penalty: 4896.408203
	Iteration 29Q: 3 clusters Score -2249473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2249483.500000 Penalty: 4896.408203
	Iteration 30Q: 3 clusters Score -2249484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2249490.500000 Penalty: 4896.408203
	Iteration 31Q: 3 clusters Score -2249490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2249498.000000 Penalty: 4896.408203
	Iteration 32Q: 3 clusters Score -2249498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2249509.750000 Penalty: 4896.408203
	Iteration 33Q: 3 clusters Score -2249510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2249522.500000 Penalty: 4896.408203
	Iteration 34Q: 3 clusters Score -2249522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2249529.500000 Penalty: 4896.408203
	Iteration 35Q: 3 clusters Score -2249530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2249541.250000 Penalty: 4896.408203
	Iteration 36Q: 3 clusters Score -2249541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2249546.250000 Penalty: 4896.408203
	Iteration 37Q: 3 clusters Score -2249546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2249554.750000 Penalty: 4896.408203
	Iteration 38Q: 3 clusters Score -2249555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2249557.250000 Penalty: 4896.408203
	Iteration 39Q: 3 clusters Score -2249557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2249566.000000 Penalty: 4896.408203
	Iteration 40F: 3 clusters Score -2249566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2249568.000000 Penalty: 4896.408203
	Iteration 41Q: 3 clusters Score -2249568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2249572.500000 Penalty: 4896.408203
	Iteration 42Q: 3 clusters Score -2249572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2249574.000000 Penalty: 4896.408203
	Iteration 43Q: 3 clusters Score -2249574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2249578.000000 Penalty: 4896.408203
	Iteration 44Q: 3 clusters Score -2249578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2249580.750000 Penalty: 4896.408203
	Iteration 45Q: 3 clusters Score -2249581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2249581.750000 Penalty: 4896.408203
	Iteration 46Q: 3 clusters Score -2249582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2249583.750000 Penalty: 4896.408203
	Iteration 47Q: 3 clusters Score -2249584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2249585.500000 Penalty: 4896.408203
	Iteration 48Q: 3 clusters Score -2249586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2249586.750000 Penalty: 4896.408203
	Iteration 49Q: 3 clusters Score -2249587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2249587.750000 Penalty: 4896.408203
	Iteration 50Q: 3 clusters Score -2249588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2249587.750000 Penalty: 4896.408203
	Iteration 51F: 3 clusters Score -2249588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -247102.812500 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -247102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -244297.406250 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -244297.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -244848.093750 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -244848.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -245017.625000 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -245017.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -245152.343750 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -245152.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -245251.015625 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -245251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -245311.328125 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -245311.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -245363.562500 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -245363.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -245399.250000 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -245399.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245425.796875 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -245425.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -245442.421875 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -245442.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -245456.968750 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -245457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -245472.875000 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -245472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245497.312500 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -245497.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -245515.593750 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -245515.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245534.500000 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -245534.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -245552.250000 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -245552.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -245568.562500 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -245568.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -245583.921875 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -245583.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -245600.421875 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -245600.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -245613.671875 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -245613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -245624.812500 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -245624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -245630.906250 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -245630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -245632.406250 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -245632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -245633.640625 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -245633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -245635.281250 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -245635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -245639.437500 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -245639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -245644.843750 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -245644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -245654.718750 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -245654.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -245668.156250 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -245668.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -245677.968750 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -245678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -245683.796875 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -245683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -245687.656250 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -245687.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -245690.718750 Penalty: 3826.922363
	Iteration 32Q: 3 clusters Score -245690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -245694.546875 Penalty: 3826.922363
	Iteration 33Q: 3 clusters Score -245694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -245699.625000 Penalty: 3826.922363
	Iteration 34Q: 3 clusters Score -245699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -245706.000000 Penalty: 3826.922363
	Iteration 35Q: 3 clusters Score -245706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -245713.531250 Penalty: 3826.922363
	Iteration 36Q: 3 clusters Score -245713.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -245722.609375 Penalty: 3826.922363
	Iteration 37Q: 3 clusters Score -245722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -245732.937500 Penalty: 3826.922363
	Iteration 38Q: 3 clusters Score -245732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -245741.250000 Penalty: 3826.922363
	Iteration 39Q: 3 clusters Score -245741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -245749.734375 Penalty: 3826.922363
	Iteration 40F: 3 clusters Score -245749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -245757.765625 Penalty: 3826.922363
	Iteration 41Q: 3 clusters Score -245757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -245765.234375 Penalty: 3826.922363
	Iteration 42Q: 3 clusters Score -245765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -245774.625000 Penalty: 3826.922363
	Iteration 43Q: 3 clusters Score -245774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -245780.140625 Penalty: 3826.922363
	Iteration 44Q: 3 clusters Score -245780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -245783.718750 Penalty: 3826.922363
	Iteration 45Q: 3 clusters Score -245783.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -245790.078125 Penalty: 3826.922363
	Iteration 46Q: 3 clusters Score -245790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -245794.328125 Penalty: 3826.922363
	Iteration 47Q: 3 clusters Score -245794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -245797.171875 Penalty: 3826.922363
	Iteration 48Q: 3 clusters Score -245797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -245802.593750 Penalty: 3826.922363
	Iteration 49Q: 3 clusters Score -245802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -245808.984375 Penalty: 3826.922363
	Iteration 50Q: 3 clusters Score -245809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -245815.093750 Penalty: 3826.922363
	Iteration 51Q: 3 clusters Score -245815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -245821.718750 Penalty: 3826.922363
	Iteration 52Q: 3 clusters Score -245821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -245827.656250 Penalty: 3826.922363
	Iteration 53Q: 3 clusters Score -245827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -245832.062500 Penalty: 3826.922363
	Iteration 54Q: 3 clusters Score -245832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -245832.078125 Penalty: 3826.922363
	Iteration 55Q: 3 clusters Score -245832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -245832.078125 Penalty: 3826.922363
	Iteration 56F: 3 clusters Score -245832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Entering Unmasked Estep 
Score: -4887509.500000 Penalty: 2634.034912
	Iteration 0F: 2 clusters Score -4887510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4859704.500000 Penalty: 5268.069824
	Iteration 0F: 3 clusters Score -4859704 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4870046.000000 Penalty: 5268.069824
	Iteration 1F: 3 clusters Score -4870046 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4870600.500000 Penalty: 5268.069824
	Iteration 2Q: 3 clusters Score -4870600 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4871168.000000 Penalty: 5268.069824
	Iteration 3Q: 3 clusters Score -4871168 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4871753.500000 Penalty: 5268.069824
	Iteration 4Q: 3 clusters Score -4871754 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4872377.000000 Penalty: 5268.069824
	Iteration 5Q: 3 clusters Score -4872377 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4873077.000000 Penalty: 5268.069824
	Iteration 6Q: 3 clusters Score -4873077 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4874034.000000 Penalty: 5268.069824
	Iteration 7Q: 3 clusters Score -4874034 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4875161.000000 Penalty: 5268.069824
	Iteration 8Q: 3 clusters Score -4875161 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -4876577.000000 Penalty: 5268.069824
	Iteration 9F: 3 clusters Score -4876577 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4878079.500000 Penalty: 5268.069824
	Iteration 10F: 3 clusters Score -4878080 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4879217.000000 Penalty: 5268.069824
	Iteration 11Q: 3 clusters Score -4879217 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -4879849.500000 Penalty: 5268.069824
	Iteration 12Q: 3 clusters Score -4879850 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4880155.500000 Penalty: 5268.069824
	Iteration 13Q: 3 clusters Score -4880156 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4880296.000000 Penalty: 5268.069824
	Iteration 14Q: 3 clusters Score -4880296 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4880444.500000 Penalty: 5268.069824
	Iteration 15Q: 3 clusters Score -4880444 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4880572.000000 Penalty: 5268.069824
	Iteration 16Q: 3 clusters Score -4880572 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4880658.500000 Penalty: 5268.069824
	Iteration 17Q: 3 clusters Score -4880658 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4880761.500000 Penalty: 5268.069824
	Iteration 18Q: 3 clusters Score -4880762 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4880852.500000 Penalty: 5268.069824
	Iteration 19Q: 3 clusters Score -4880852 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4880959.000000 Penalty: 5268.069824
	Iteration 20F: 3 clusters Score -4880959 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4881026.500000 Penalty: 5268.069824
	Iteration 21Q: 3 clusters Score -4881026 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4881104.500000 Penalty: 5268.069824
	Iteration 22Q: 3 clusters Score -4881104 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4881180.500000 Penalty: 5268.069824
	Iteration 23Q: 3 clusters Score -4881180 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -4881246.500000 Penalty: 5268.069824
	Iteration 24Q: 3 clusters Score -4881246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4881280.500000 Penalty: 5268.069824
	Iteration 25Q: 3 clusters Score -4881280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4881318.000000 Penalty: 5268.069824
	Iteration 26Q: 3 clusters Score -4881318 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4881365.000000 Penalty: 5268.069824
	Iteration 27Q: 3 clusters Score -4881365 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4881415.500000 Penalty: 5268.069824
	Iteration 28Q: 3 clusters Score -4881416 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4881447.500000 Penalty: 5268.069824
	Iteration 29Q: 3 clusters Score -4881448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4881480.500000 Penalty: 5268.069824
	Iteration 30Q: 3 clusters Score -4881480 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4881503.500000 Penalty: 5268.069824
	Iteration 31Q: 3 clusters Score -4881504 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4881521.000000 Penalty: 5268.069824
	Iteration 32Q: 3 clusters Score -4881521 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4881554.000000 Penalty: 5268.069824
	Iteration 33Q: 3 clusters Score -4881554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4881559.000000 Penalty: 5268.069824
	Iteration 34Q: 3 clusters Score -4881559 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4881585.000000 Penalty: 5268.069824
	Iteration 35Q: 3 clusters Score -4881585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4881602.500000 Penalty: 5268.069824
	Iteration 36Q: 3 clusters Score -4881602 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4881606.000000 Penalty: 5268.069824
	Iteration 37Q: 3 clusters Score -4881606 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4881636.000000 Penalty: 5268.069824
	Iteration 38Q: 3 clusters Score -4881636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4881664.500000 Penalty: 5268.069824
	Iteration 39Q: 3 clusters Score -4881664 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4881698.500000 Penalty: 5268.069824
	Iteration 40F: 3 clusters Score -4881698 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4881738.500000 Penalty: 5268.069824
	Iteration 41Q: 3 clusters Score -4881738 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4881769.500000 Penalty: 5268.069824
	Iteration 42Q: 3 clusters Score -4881770 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4881792.000000 Penalty: 5268.069824
	Iteration 43Q: 3 clusters Score -4881792 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4881798.000000 Penalty: 5268.069824
	Iteration 44Q: 3 clusters Score -4881798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4881814.500000 Penalty: 5268.069824
	Iteration 45Q: 3 clusters Score -4881814 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4881818.000000 Penalty: 5268.069824
	Iteration 46Q: 3 clusters Score -4881818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4881834.500000 Penalty: 5268.069824
	Iteration 47Q: 3 clusters Score -4881834 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4881874.500000 Penalty: 5268.069824
	Iteration 48Q: 3 clusters Score -4881874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4881890.000000 Penalty: 5268.069824
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4881902 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4881905.500000 Penalty: 5268.069824
	Iteration 51Q: 3 clusters Score -4881906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4881921.500000 Penalty: 5268.069824
	Iteration 52Q: 3 clusters Score -4881922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4881939.000000 Penalty: 5268.069824
	Iteration 53Q: 3 clusters Score -4881939 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4881959.500000 Penalty: 5268.069824
	Iteration 54Q: 3 clusters Score -4881960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4881986.500000 Penalty: 5268.069824
	Iteration 55Q: 3 clusters Score -4881986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4882001.500000 Penalty: 5268.069824
	Iteration 56Q: 3 clusters Score -4882002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4882018 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4882026.500000 Penalty: 5268.069824
	Iteration 58Q: 3 clusters Score -4882026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4882035 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4882063 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4882081.500000 Penalty: 5268.069824
	Iteration 61Q: 3 clusters Score -4882082 nChanged 162
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Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4882093.500000 Penalty: 5268.069824
	Iteration 62Q: 3 clusters Score -4882094 nChanged 160
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Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4882120 nChanged 161
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Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4882128 nChanged 142
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Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4882161.500000 Penalty: 5268.069824
	Iteration 65Q: 3 clusters Score -4882162 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4882171.500000 Penalty: 5268.069824
	Iteration 66Q: 3 clusters Score -4882172 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4882184.500000 Penalty: 5268.069824
	Iteration 67Q: 3 clusters Score -4882184 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4882208.500000 Penalty: 5268.069824
	Iteration 68Q: 3 clusters Score -4882208 nChanged 179
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Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4882210.000000 Penalty: 5268.069824
	Iteration 69Q: 3 clusters Score -4882210 nChanged 179
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Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4882234.500000 Penalty: 5268.069824
	Iteration 70Q: 3 clusters Score -4882234 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4882264 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4882285 nChanged 178
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Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4882320 nChanged 177
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Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4882336 nChanged 205
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Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4882361 nChanged 209
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Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4882406 nChanged 214
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Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4882446 nChanged 234
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Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4882493 nChanged 238
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Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4882522 nChanged 202
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Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4882565 nChanged 230
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Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28945 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29545 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4882830 nChanged 305
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4882894 nChanged 295
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Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4882972 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4883024 nChanged 309
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Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4883091 nChanged 348
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4883187 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4883286 nChanged 345
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4883355.500000 Penalty: 5268.069824
	Iteration 92Q: 3 clusters Score -4883356 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -4883446.500000 Penalty: 5268.069824
	Iteration 93Q: 3 clusters Score -4883446 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4883558 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4883668 nChanged 315
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Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4883736 nChanged 302
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Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4883803 nChanged 260
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Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4883874 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4883943.500000 Penalty: 5268.069824
	Iteration 99Q: 3 clusters Score -4883944 nChanged 259
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Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4884029.500000 Penalty: 5268.069824
	Iteration 100F: 3 clusters Score -4884030 nChanged 237
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Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4884092.500000 Penalty: 5268.069824
	Iteration 101Q: 3 clusters Score -4884092 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4884152.500000 Penalty: 5268.069824
	Iteration 102Q: 3 clusters Score -4884152 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4884208.500000 Penalty: 5268.069824
	Iteration 103Q: 3 clusters Score -4884208 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35485 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4884258 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4884300 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35892 members 
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Entering Unmasked Estep 
Score: -4884338.000000 Penalty: 5268.069824
	Iteration 106Q: 3 clusters Score -4884338 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4884387 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4884438.500000 Penalty: 5268.069824
	Iteration 108Q: 3 clusters Score -4884438 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4884501.500000 Penalty: 5268.069824
	Iteration 109Q: 3 clusters Score -4884502 nChanged 201
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Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4884580.000000 Penalty: 5268.069824
	Iteration 110Q: 3 clusters Score -4884580 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4884628.000000 Penalty: 5268.069824
	Iteration 111Q: 3 clusters Score -4884628 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4884696.500000 Penalty: 5268.069824
	Iteration 112Q: 3 clusters Score -4884696 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4884738 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4884781.500000 Penalty: 5268.069824
	Iteration 114Q: 3 clusters Score -4884782 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4884830.500000 Penalty: 5268.069824
	Iteration 115Q: 3 clusters Score -4884830 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4884866 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4884886.500000 Penalty: 5268.069824
	Iteration 117Q: 3 clusters Score -4884886 nChanged 98
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Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4884910.000000 Penalty: 5268.069824
	Iteration 118Q: 3 clusters Score -4884910 nChanged 95
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Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4884938 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4884956.500000 Penalty: 5268.069824
	Iteration 120F: 3 clusters Score -4884956 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4884976.500000 Penalty: 5268.069824
	Iteration 121Q: 3 clusters Score -4884976 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4885000 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4884996.000000 Penalty: 5268.069824
	Iteration 123Q: 3 clusters Score -4884996 nChanged 70
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Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4885012.000000 Penalty: 5268.069824
	Iteration 124Q: 3 clusters Score -4885012 nChanged 68
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Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4885039.000000 Penalty: 5268.069824
	Iteration 125Q: 3 clusters Score -4885039 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4885049.500000 Penalty: 5268.069824
	Iteration 126Q: 3 clusters Score -4885050 nChanged 57
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Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4885061.500000 Penalty: 5268.069824
	Iteration 127Q: 3 clusters Score -4885062 nChanged 47
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Mstep: Class 1 contains 38434 members 
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Entering Unmasked Estep 
Score: -4885073.500000 Penalty: 5268.069824
	Iteration 128Q: 3 clusters Score -4885074 nChanged 60
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Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4885088.000000 Penalty: 5268.069824
	Iteration 129Q: 3 clusters Score -4885088 nChanged 47
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Mstep: Class 1 contains 38541 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4885099 nChanged 49
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Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4885114.000000 Penalty: 5268.069824
	Iteration 131Q: 3 clusters Score -4885114 nChanged 47
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Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4885141.000000 Penalty: 5268.069824
	Iteration 132Q: 3 clusters Score -4885141 nChanged 43
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Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4885154.500000 Penalty: 5268.069824
	Iteration 133Q: 3 clusters Score -4885154 nChanged 45
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Mstep: Class 1 contains 38723 members 
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Entering Unmasked Estep 
Score: -4885172.500000 Penalty: 5268.069824
	Iteration 134Q: 3 clusters Score -4885172 nChanged 42
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Mstep: Class 1 contains 38763 members 
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Entering Unmasked Estep 
Score: -4885181.000000 Penalty: 5268.069824
	Iteration 135Q: 3 clusters Score -4885181 nChanged 38
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Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4885192.500000 Penalty: 5268.069824
	Iteration 136Q: 3 clusters Score -4885192 nChanged 36
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Mstep: Class 1 contains 38835 members 
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Entering Unmasked Estep 
Score: -4885194.000000 Penalty: 5268.069824
	Iteration 137Q: 3 clusters Score -4885194 nChanged 27
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Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4885196.000000 Penalty: 5268.069824
	Iteration 138Q: 3 clusters Score -4885196 nChanged 28
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Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4885203.500000 Penalty: 5268.069824
	Iteration 139Q: 3 clusters Score -4885204 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4885214.000000 Penalty: 5268.069824
	Iteration 140F: 3 clusters Score -4885214 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4885229.000000 Penalty: 5268.069824
	Iteration 141Q: 3 clusters Score -4885229 nChanged 29
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Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4885246.000000 Penalty: 5268.069824
	Iteration 142Q: 3 clusters Score -4885246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4885256.000000 Penalty: 5268.069824
	Iteration 143Q: 3 clusters Score -4885256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4885266.000000 Penalty: 5268.069824
	Iteration 144Q: 3 clusters Score -4885266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4885277.500000 Penalty: 5268.069824
	Iteration 145Q: 3 clusters Score -4885278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4885284.500000 Penalty: 5268.069824
	Iteration 146Q: 3 clusters Score -4885284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4885293.000000 Penalty: 5268.069824
	Iteration 147Q: 3 clusters Score -4885293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4885290.000000 Penalty: 5268.069824
	Iteration 148Q: 3 clusters Score -4885290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4885305.500000 Penalty: 5268.069824
	Iteration 149Q: 3 clusters Score -4885306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4885301.000000 Penalty: 5268.069824
	Iteration 150Q: 3 clusters Score -4885301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4885309.000000 Penalty: 5268.069824
	Iteration 151Q: 3 clusters Score -4885309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4885313.500000 Penalty: 5268.069824
	Iteration 152Q: 3 clusters Score -4885314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4885302.500000 Penalty: 5268.069824
	Iteration 153Q: 3 clusters Score -4885302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4885307.000000 Penalty: 5268.069824
	Iteration 154Q: 3 clusters Score -4885307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4885317.500000 Penalty: 5268.069824
	Iteration 155Q: 3 clusters Score -4885318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4885323.500000 Penalty: 5268.069824
	Iteration 156Q: 3 clusters Score -4885324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4885324.500000 Penalty: 5268.069824
	Iteration 157Q: 3 clusters Score -4885324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4885324.500000 Penalty: 5268.069824
	Iteration 158Q: 3 clusters Score -4885324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4885326.500000 Penalty: 5268.069824
	Iteration 159Q: 3 clusters Score -4885326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4885329.000000 Penalty: 5268.069824
	Iteration 160F: 3 clusters Score -4885329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4885327.500000 Penalty: 5268.069824
	Iteration 161Q: 3 clusters Score -4885328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4885330.500000 Penalty: 5268.069824
	Iteration 162Q: 3 clusters Score -4885330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4885329.000000 Penalty: 5268.069824
	Iteration 163Q: 3 clusters Score -4885329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4885334.500000 Penalty: 5268.069824
	Iteration 164Q: 3 clusters Score -4885334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4885334.500000 Penalty: 5268.069824
	Iteration 165F: 3 clusters Score -4885334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -988140.062500 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -988140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -981263.437500 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -981263.4 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -983199.687500 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -983199.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -983464.625000 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -983464.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -983650.250000 Penalty: 4499.653809
	Iteration 3Q: 3 clusters Score -983650.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -983791.125000 Penalty: 4499.653809
	Iteration 4Q: 3 clusters Score -983791.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -983896.937500 Penalty: 4499.653809
	Iteration 5Q: 3 clusters Score -983896.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -983989.000000 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -983989 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -984070.250000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -984070.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -984121.250000 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -984121.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -984161.562500 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -984161.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -984191.500000 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -984191.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -984215.375000 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -984215.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -984241.500000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -984241.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -984258.375000 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -984258.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -984276.562500 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -984276.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -984290.562500 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -984290.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -984302.062500 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -984302.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -984321.250000 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -984321.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -984334.062500 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -984334.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -984353.500000 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -984353.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -984367.250000 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -984367.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -984390.375000 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -984390.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -984412.875000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -984412.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -984436.500000 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -984436.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -984466.875000 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -984466.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -984519.312500 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -984519.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -984574.812500 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -984574.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -984651.937500 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -984651.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -984761.000000 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -984761 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -984913.500000 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -984913.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -985113.625000 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -985113.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -985337.562500 Penalty: 4499.653809
	Iteration 31Q: 3 clusters Score -985337.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -985577.750000 Penalty: 4499.653809
	Iteration 32Q: 3 clusters Score -985577.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -985803.687500 Penalty: 4499.653809
	Iteration 33Q: 3 clusters Score -985803.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -985971.375000 Penalty: 4499.653809
	Iteration 34Q: 3 clusters Score -985971.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -986111.250000 Penalty: 4499.653809
	Iteration 35Q: 3 clusters Score -986111.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -986237.062500 Penalty: 4499.653809
	Iteration 36Q: 3 clusters Score -986237.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -986334.187500 Penalty: 4499.653809
	Iteration 37Q: 3 clusters Score -986334.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -986421.437500 Penalty: 4499.653809
	Iteration 38Q: 3 clusters Score -986421.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -986485.250000 Penalty: 4499.653809
	Iteration 39Q: 3 clusters Score -986485.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -986552.437500 Penalty: 4499.653809
	Iteration 40F: 3 clusters Score -986552.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -986608.375000 Penalty: 4499.653809
	Iteration 41Q: 3 clusters Score -986608.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -986659.500000 Penalty: 4499.653809
	Iteration 42Q: 3 clusters Score -986659.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -986689.125000 Penalty: 4499.653809
	Iteration 43Q: 3 clusters Score -986689.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -986704.125000 Penalty: 4499.653809
	Iteration 44Q: 3 clusters Score -986704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -986713.187500 Penalty: 4499.653809
	Iteration 45Q: 3 clusters Score -986713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -986723.437500 Penalty: 4499.653809
	Iteration 46Q: 3 clusters Score -986723.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -986733.687500 Penalty: 4499.653809
	Iteration 47Q: 3 clusters Score -986733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -986737.562500 Penalty: 4499.653809
	Iteration 48Q: 3 clusters Score -986737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -986741.500000 Penalty: 4499.653809
	Iteration 49Q: 3 clusters Score -986741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -986741.625000 Penalty: 4499.653809
	Iteration 50Q: 3 clusters Score -986741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -986743.687500 Penalty: 4499.653809
	Iteration 51Q: 3 clusters Score -986743.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -986743.062500 Penalty: 4499.653809
	Iteration 52Q: 3 clusters Score -986743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -986743.062500 Penalty: 4499.653809
	Iteration 53F: 3 clusters Score -986743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Entering Unmasked Estep 
Score: -3480418.500000 Penalty: 2549.781250
	Iteration 0F: 2 clusters Score -3480418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3460236.000000 Penalty: 5099.562500
	Iteration 0F: 3 clusters Score -3460236 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3467489.750000 Penalty: 5099.562500
	Iteration 1F: 3 clusters Score -3467490 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3467886.750000 Penalty: 5099.562500
	Iteration 2Q: 3 clusters Score -3467887 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3468249.250000 Penalty: 5099.562500
	Iteration 3Q: 3 clusters Score -3468249 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3468509.000000 Penalty: 5099.562500
	Iteration 4Q: 3 clusters Score -3468509 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3468793.750000 Penalty: 5099.562500
	Iteration 5Q: 3 clusters Score -3468794 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3469097.500000 Penalty: 5099.562500
	Iteration 6Q: 3 clusters Score -3469098 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3469472.500000 Penalty: 5099.562500
	Iteration 7Q: 3 clusters Score -3469472 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3470016.750000 Penalty: 5099.562500
	Iteration 8Q: 3 clusters Score -3470017 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3470875.250000 Penalty: 5099.562500
	Iteration 9Q: 3 clusters Score -3470875 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3472129.750000 Penalty: 5099.562500
	Iteration 10F: 3 clusters Score -3472130 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3473677.250000 Penalty: 5099.562500
	Iteration 11F: 3 clusters Score -3473677 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3475355.750000 Penalty: 5099.562500
	Iteration 12F: 3 clusters Score -3475356 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3476677.500000 Penalty: 5099.562500
	Iteration 13Q: 3 clusters Score -3476678 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3477519.250000 Penalty: 5099.562500
	Iteration 14Q: 3 clusters Score -3477519 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3477877.500000 Penalty: 5099.562500
	Iteration 15Q: 3 clusters Score -3477878 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3478080.000000 Penalty: 5099.562500
	Iteration 16Q: 3 clusters Score -3478080 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3478219.750000 Penalty: 5099.562500
	Iteration 17Q: 3 clusters Score -3478220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3478328.500000 Penalty: 5099.562500
	Iteration 18Q: 3 clusters Score -3478328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3478394.000000 Penalty: 5099.562500
	Iteration 19Q: 3 clusters Score -3478394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3478441.250000 Penalty: 5099.562500
	Iteration 20F: 3 clusters Score -3478441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3478459.000000 Penalty: 5099.562500
	Iteration 21Q: 3 clusters Score -3478459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3478487.750000 Penalty: 5099.562500
	Iteration 22Q: 3 clusters Score -3478488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3478505.500000 Penalty: 5099.562500
	Iteration 23Q: 3 clusters Score -3478506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3478515.750000 Penalty: 5099.562500
	Iteration 24Q: 3 clusters Score -3478516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3478525.500000 Penalty: 5099.562500
	Iteration 25Q: 3 clusters Score -3478526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3478542.500000 Penalty: 5099.562500
	Iteration 26Q: 3 clusters Score -3478542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3478550.500000 Penalty: 5099.562500
	Iteration 27Q: 3 clusters Score -3478550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3478556.250000 Penalty: 5099.562500
	Iteration 28Q: 3 clusters Score -3478556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3478561.000000 Penalty: 5099.562500
	Iteration 29Q: 3 clusters Score -3478561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3478566.750000 Penalty: 5099.562500
	Iteration 30Q: 3 clusters Score -3478567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3478573.500000 Penalty: 5099.562500
	Iteration 31Q: 3 clusters Score -3478574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3478576.750000 Penalty: 5099.562500
	Iteration 32Q: 3 clusters Score -3478577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3478584.750000 Penalty: 5099.562500
	Iteration 33Q: 3 clusters Score -3478585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3478587.750000 Penalty: 5099.562500
	Iteration 34Q: 3 clusters Score -3478588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3478588.250000 Penalty: 5099.562500
	Iteration 35Q: 3 clusters Score -3478588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3478590.750000 Penalty: 5099.562500
	Iteration 36Q: 3 clusters Score -3478591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3478587.250000 Penalty: 5099.562500
	Iteration 37Q: 3 clusters Score -3478587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3478588.750000 Penalty: 5099.562500
	Iteration 38Q: 3 clusters Score -3478589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3478589.250000 Penalty: 5099.562500
	Iteration 39Q: 3 clusters Score -3478589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3478586.000000 Penalty: 5099.562500
	Iteration 40F: 3 clusters Score -3478586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3478594.750000 Penalty: 5099.562500
	Iteration 41Q: 3 clusters Score -3478595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3478590.250000 Penalty: 5099.562500
	Iteration 42Q: 3 clusters Score -3478590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3478593.750000 Penalty: 5099.562500
	Iteration 43Q: 3 clusters Score -3478594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3478591.500000 Penalty: 5099.562500
	Iteration 44Q: 3 clusters Score -3478592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3478591.000000 Penalty: 5099.562500
	Iteration 45Q: 3 clusters Score -3478591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3478596.000000 Penalty: 5099.562500
	Iteration 46Q: 3 clusters Score -3478596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3478600.000000 Penalty: 5099.562500
	Iteration 47Q: 3 clusters Score -3478600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3478597.500000 Penalty: 5099.562500
	Iteration 48Q: 3 clusters Score -3478598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3478605.250000 Penalty: 5099.562500
	Iteration 49Q: 3 clusters Score -3478605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3478606.500000 Penalty: 5099.562500
	Iteration 50Q: 3 clusters Score -3478606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3478606.500000 Penalty: 5099.562500
	Iteration 51F: 3 clusters Score -3478606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -779260.687500 Penalty: 2202.212891
	Iteration 0F: 2 clusters Score -779260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -773472.937500 Penalty: 4404.425781
	Iteration 0F: 3 clusters Score -773472.9 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -774989.875000 Penalty: 4404.425781
	Iteration 1F: 3 clusters Score -774989.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -775253.562500 Penalty: 4404.425781
	Iteration 2F: 3 clusters Score -775253.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -775408.500000 Penalty: 4404.425781
	Iteration 3Q: 3 clusters Score -775408.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -775529.062500 Penalty: 4404.425781
	Iteration 4Q: 3 clusters Score -775529.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -775626.000000 Penalty: 4404.425781
	Iteration 5Q: 3 clusters Score -775626 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -775711.375000 Penalty: 4404.425781
	Iteration 6Q: 3 clusters Score -775711.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -775793.687500 Penalty: 4404.425781
	Iteration 7Q: 3 clusters Score -775793.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -775854.937500 Penalty: 4404.425781
	Iteration 8Q: 3 clusters Score -775854.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -775906.250000 Penalty: 4404.425781
	Iteration 9Q: 3 clusters Score -775906.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -775969.062500 Penalty: 4404.425781
	Iteration 10Q: 3 clusters Score -775969.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -776027.812500 Penalty: 4404.425781
	Iteration 11Q: 3 clusters Score -776027.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -776085.687500 Penalty: 4404.425781
	Iteration 12Q: 3 clusters Score -776085.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -776154.750000 Penalty: 4404.425781
	Iteration 13Q: 3 clusters Score -776154.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -776216.437500 Penalty: 4404.425781
	Iteration 14Q: 3 clusters Score -776216.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -776274.500000 Penalty: 4404.425781
	Iteration 15Q: 3 clusters Score -776274.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -776328.687500 Penalty: 4404.425781
	Iteration 16Q: 3 clusters Score -776328.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -776380.937500 Penalty: 4404.425781
	Iteration 17Q: 3 clusters Score -776380.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -776442.875000 Penalty: 4404.425781
	Iteration 18Q: 3 clusters Score -776442.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -776518.187500 Penalty: 4404.425781
	Iteration 19Q: 3 clusters Score -776518.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -776607.250000 Penalty: 4404.425781
	Iteration 20F: 3 clusters Score -776607.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -776694.375000 Penalty: 4404.425781
	Iteration 21Q: 3 clusters Score -776694.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -776789.250000 Penalty: 4404.425781
	Iteration 22Q: 3 clusters Score -776789.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -776873.000000 Penalty: 4404.425781
	Iteration 23Q: 3 clusters Score -776873 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -776951.875000 Penalty: 4404.425781
	Iteration 24Q: 3 clusters Score -776951.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -777039.125000 Penalty: 4404.425781
	Iteration 25Q: 3 clusters Score -777039.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -777110.312500 Penalty: 4404.425781
	Iteration 26Q: 3 clusters Score -777110.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -777168.562500 Penalty: 4404.425781
	Iteration 27Q: 3 clusters Score -777168.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -777226.187500 Penalty: 4404.425781
	Iteration 28Q: 3 clusters Score -777226.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -777266.062500 Penalty: 4404.425781
	Iteration 29Q: 3 clusters Score -777266.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -777285.937500 Penalty: 4404.425781
	Iteration 30Q: 3 clusters Score -777285.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -777314.125000 Penalty: 4404.425781
	Iteration 31Q: 3 clusters Score -777314.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -777339.875000 Penalty: 4404.425781
	Iteration 32Q: 3 clusters Score -777339.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -777365.000000 Penalty: 4404.425781
	Iteration 33Q: 3 clusters Score -777365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -777384.312500 Penalty: 4404.425781
	Iteration 34Q: 3 clusters Score -777384.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -777401.437500 Penalty: 4404.425781
	Iteration 35Q: 3 clusters Score -777401.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -777414.562500 Penalty: 4404.425781
	Iteration 36Q: 3 clusters Score -777414.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -777426.562500 Penalty: 4404.425781
	Iteration 37Q: 3 clusters Score -777426.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -777433.562500 Penalty: 4404.425781
	Iteration 38Q: 3 clusters Score -777433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -777438.375000 Penalty: 4404.425781
	Iteration 39Q: 3 clusters Score -777438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -777445.375000 Penalty: 4404.425781
	Iteration 40F: 3 clusters Score -777445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -777449.625000 Penalty: 4404.425781
	Iteration 41Q: 3 clusters Score -777449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -777452.625000 Penalty: 4404.425781
	Iteration 42Q: 3 clusters Score -777452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -777456.437500 Penalty: 4404.425781
	Iteration 43Q: 3 clusters Score -777456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -777460.187500 Penalty: 4404.425781
	Iteration 44Q: 3 clusters Score -777460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -777468.375000 Penalty: 4404.425781
	Iteration 45Q: 3 clusters Score -777468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -777479.750000 Penalty: 4404.425781
	Iteration 46Q: 3 clusters Score -777479.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -777489.375000 Penalty: 4404.425781
	Iteration 47Q: 3 clusters Score -777489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -777499.812500 Penalty: 4404.425781
	Iteration 48Q: 3 clusters Score -777499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -777504.062500 Penalty: 4404.425781
	Iteration 49Q: 3 clusters Score -777504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -777507.000000 Penalty: 4404.425781
	Iteration 50Q: 3 clusters Score -777507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -777518.000000 Penalty: 4404.425781
	Iteration 51Q: 3 clusters Score -777518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -777525.062500 Penalty: 4404.425781
	Iteration 52Q: 3 clusters Score -777525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -777528.562500 Penalty: 4404.425781
	Iteration 53Q: 3 clusters Score -777528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -777529.375000 Penalty: 4404.425781
	Iteration 54Q: 3 clusters Score -777529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -777529.250000 Penalty: 4404.425781
	Iteration 55Q: 3 clusters Score -777529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -777529.250000 Penalty: 4404.425781
	Iteration 56F: 3 clusters Score -777529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 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 609 members 
Entering Unmasked Estep 
Score: -137521.437500 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137521.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137886.156250 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137886.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -138070.140625 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138070.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138168.656250 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -138168.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -138259.343750 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -138259.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138351.781250 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138351.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -138436.000000 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138505.656250 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138505.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -138548.578125 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138548.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -138599.875000 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138599.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138658.078125 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138658.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138701.687500 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138701.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -138741.062500 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138741.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -138782.968750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138803.453125 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -138810.703125 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138815.890625 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -138822.062500 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -138822.062500 Penalty: 3523.655518
	Iteration 18F: 3 clusters Score -138822.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 405 members 
Entering Unmasked Estep 
Score: -80296.734375 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80296.73 nChanged 195
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: -80656.265625 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80656.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80913.421875 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80913.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81170.007812 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -81170.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81320.601562 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -81320.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81411.960938 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81411.96 nChanged 21
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: -81511.960938 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81511.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81617.140625 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81617.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81667.140625 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81667.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81683.554688 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81683.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81698.210938 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81698.21 nChanged 5
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: -81705.937500 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81705.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81713.554688 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81713.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81716.453125 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81716.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81719.304688 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81720.734375 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81720.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81722.898438 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81722.898438 Penalty: 3331.430908
	Iteration 17F: 3 clusters Score -81722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Entering Unmasked Estep 
Score: -2186715.000000 Penalty: 2440.218018
	Iteration 0F: 2 clusters Score -2186715 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 9346 members 
Entering Unmasked Estep 
Score: -2173520.250000 Penalty: 4880.436035
	Iteration 0F: 3 clusters Score -2173520 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2177899.250000 Penalty: 4880.436035
	Iteration 1F: 3 clusters Score -2177899 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2178347.750000 Penalty: 4880.436035
	Iteration 2F: 3 clusters Score -2178348 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2178777.250000 Penalty: 4880.436035
	Iteration 3Q: 3 clusters Score -2178777 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2179353.250000 Penalty: 4880.436035
	Iteration 4F: 3 clusters Score -2179353 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2180100.500000 Penalty: 4880.436035
	Iteration 5F: 3 clusters Score -2180100 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2181090.750000 Penalty: 4880.436035
	Iteration 6F: 3 clusters Score -2181091 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2182299.250000 Penalty: 4880.436035
	Iteration 7F: 3 clusters Score -2182299 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2183555.000000 Penalty: 4880.436035
	Iteration 8F: 3 clusters Score -2183555 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2184588.250000 Penalty: 4880.436035
	Iteration 9F: 3 clusters Score -2184588 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2185199.500000 Penalty: 4880.436035
	Iteration 10Q: 3 clusters Score -2185200 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2185482.250000 Penalty: 4880.436035
	Iteration 11Q: 3 clusters Score -2185482 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2185606.250000 Penalty: 4880.436035
	Iteration 12Q: 3 clusters Score -2185606 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2185665.000000 Penalty: 4880.436035
	Iteration 13Q: 3 clusters Score -2185665 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2185702.250000 Penalty: 4880.436035
	Iteration 14Q: 3 clusters Score -2185702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2185729.250000 Penalty: 4880.436035
	Iteration 15Q: 3 clusters Score -2185729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2185742.750000 Penalty: 4880.436035
	Iteration 16Q: 3 clusters Score -2185743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2185763.500000 Penalty: 4880.436035
	Iteration 17Q: 3 clusters Score -2185764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2185770.500000 Penalty: 4880.436035
	Iteration 18Q: 3 clusters Score -2185770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2185773.000000 Penalty: 4880.436035
	Iteration 19Q: 3 clusters Score -2185773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2185777.250000 Penalty: 4880.436035
	Iteration 20F: 3 clusters Score -2185777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2185787.250000 Penalty: 4880.436035
	Iteration 21Q: 3 clusters Score -2185787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2185792.500000 Penalty: 4880.436035
	Iteration 22Q: 3 clusters Score -2185792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2185790.500000 Penalty: 4880.436035
	Iteration 23Q: 3 clusters Score -2185790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2185791.750000 Penalty: 4880.436035
	Iteration 24Q: 3 clusters Score -2185792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2185795.250000 Penalty: 4880.436035
	Iteration 25Q: 3 clusters Score -2185795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2185798.250000 Penalty: 4880.436035
	Iteration 26Q: 3 clusters Score -2185798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2185799.500000 Penalty: 4880.436035
	Iteration 27Q: 3 clusters Score -2185800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2185798.250000 Penalty: 4880.436035
	Iteration 28Q: 3 clusters Score -2185798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2185803.000000 Penalty: 4880.436035
	Iteration 29Q: 3 clusters Score -2185803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2185807.750000 Penalty: 4880.436035
	Iteration 30Q: 3 clusters Score -2185808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2185804.250000 Penalty: 4880.436035
	Iteration 31Q: 3 clusters Score -2185804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2185808.750000 Penalty: 4880.436035
	Iteration 32Q: 3 clusters Score -2185809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2185807.500000 Penalty: 4880.436035
	Iteration 33Q: 3 clusters Score -2185808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2185807.500000 Penalty: 4880.436035
	Iteration 34Q: 3 clusters Score -2185808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2185809.000000 Penalty: 4880.436035
	Iteration 35Q: 3 clusters Score -2185809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2185809.750000 Penalty: 4880.436035
	Iteration 36Q: 3 clusters Score -2185810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2185808.250000 Penalty: 4880.436035
	Iteration 37Q: 3 clusters Score -2185808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2185808.500000 Penalty: 4880.436035
	Iteration 38Q: 3 clusters Score -2185808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2185811.500000 Penalty: 4880.436035
	Iteration 39Q: 3 clusters Score -2185812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2185809.000000 Penalty: 4880.436035
	Iteration 40F: 3 clusters Score -2185809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2185813.750000 Penalty: 4880.436035
	Iteration 41Q: 3 clusters Score -2185814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2185811.250000 Penalty: 4880.436035
	Iteration 42Q: 3 clusters Score -2185811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2185816.250000 Penalty: 4880.436035
	Iteration 43Q: 3 clusters Score -2185816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2185817.000000 Penalty: 4880.436035
	Iteration 44Q: 3 clusters Score -2185817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2185813.250000 Penalty: 4880.436035
	Iteration 45Q: 3 clusters Score -2185813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2185815.500000 Penalty: 4880.436035
	Iteration 46Q: 3 clusters Score -2185816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2185813.000000 Penalty: 4880.436035
	Iteration 47Q: 3 clusters Score -2185813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2185817.750000 Penalty: 4880.436035
	Iteration 48Q: 3 clusters Score -2185818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2185815.250000 Penalty: 4880.436035
	Iteration 49Q: 3 clusters Score -2185815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2185814.500000 Penalty: 4880.436035
	Iteration 50Q: 3 clusters Score -2185814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2185818.000000 Penalty: 4880.436035
	Iteration 51Q: 3 clusters Score -2185818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2185819.250000 Penalty: 4880.436035
	Iteration 52Q: 3 clusters Score -2185819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2185817.500000 Penalty: 4880.436035
	Iteration 53Q: 3 clusters Score -2185818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2185818.000000 Penalty: 4880.436035
	Iteration 54Q: 3 clusters Score -2185818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2185818.500000 Penalty: 4880.436035
	Iteration 55Q: 3 clusters Score -2185818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2185820.250000 Penalty: 4880.436035
	Iteration 56Q: 3 clusters Score -2185820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2185820.500000 Penalty: 4880.436035
	Iteration 57Q: 3 clusters Score -2185820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2185819.000000 Penalty: 4880.436035
	Iteration 58Q: 3 clusters Score -2185819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2185819.750000 Penalty: 4880.436035
	Iteration 59Q: 3 clusters Score -2185820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2185817.000000 Penalty: 4880.436035
	Iteration 60F: 3 clusters Score -2185817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2185820.750000 Penalty: 4880.436035
	Iteration 61Q: 3 clusters Score -2185821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2185822.500000 Penalty: 4880.436035
	Iteration 62Q: 3 clusters Score -2185822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2185818.250000 Penalty: 4880.436035
	Iteration 63Q: 3 clusters Score -2185818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2185818.750000 Penalty: 4880.436035
	Iteration 64Q: 3 clusters Score -2185819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2185818.500000 Penalty: 4880.436035
	Iteration 65Q: 3 clusters Score -2185818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2185821.250000 Penalty: 4880.436035
	Iteration 66Q: 3 clusters Score -2185821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2185819.250000 Penalty: 4880.436035
	Iteration 67Q: 3 clusters Score -2185819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2185816.500000 Penalty: 4880.436035
	Iteration 68Q: 3 clusters Score -2185816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2185817.000000 Penalty: 4880.436035
	Iteration 69Q: 3 clusters Score -2185817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2185814.000000 Penalty: 4880.436035
	Iteration 70Q: 3 clusters Score -2185814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2185812.750000 Penalty: 4880.436035
	Iteration 71Q: 3 clusters Score -2185813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2185815.750000 Penalty: 4880.436035
	Iteration 72Q: 3 clusters Score -2185816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2185817.500000 Penalty: 4880.436035
	Iteration 73Q: 3 clusters Score -2185818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2185817.500000 Penalty: 4880.436035
	Iteration 74F: 3 clusters Score -2185818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Entering Unmasked Estep 
Score: -400501.406250 Penalty: 2032.100220
	Iteration 0F: 2 clusters Score -400501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -396805.781250 Penalty: 4064.200439
	Iteration 0F: 3 clusters Score -396805.8 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -397663.843750 Penalty: 4064.200439
	Iteration 1F: 3 clusters Score -397663.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -397887.500000 Penalty: 4064.200439
	Iteration 2F: 3 clusters Score -397887.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -398016.843750 Penalty: 4064.200439
	Iteration 3F: 3 clusters Score -398016.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -398098.031250 Penalty: 4064.200439
	Iteration 4Q: 3 clusters Score -398098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -398176.812500 Penalty: 4064.200439
	Iteration 5Q: 3 clusters Score -398176.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -398244.375000 Penalty: 4064.200439
	Iteration 6Q: 3 clusters Score -398244.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -398316.187500 Penalty: 4064.200439
	Iteration 7Q: 3 clusters Score -398316.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -398385.718750 Penalty: 4064.200439
	Iteration 8Q: 3 clusters Score -398385.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -398484.718750 Penalty: 4064.200439
	Iteration 9Q: 3 clusters Score -398484.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -398628.906250 Penalty: 4064.200439
	Iteration 10Q: 3 clusters Score -398628.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -398884.375000 Penalty: 4064.200439
	Iteration 11Q: 3 clusters Score -398884.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -399186.312500 Penalty: 4064.200439
	Iteration 12Q: 3 clusters Score -399186.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -399414.468750 Penalty: 4064.200439
	Iteration 13Q: 3 clusters Score -399414.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -399523.750000 Penalty: 4064.200439
	Iteration 14Q: 3 clusters Score -399523.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -399561.656250 Penalty: 4064.200439
	Iteration 15Q: 3 clusters Score -399561.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -399593.312500 Penalty: 4064.200439
	Iteration 16Q: 3 clusters Score -399593.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -399612.781250 Penalty: 4064.200439
	Iteration 17Q: 3 clusters Score -399612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -399626.750000 Penalty: 4064.200439
	Iteration 18Q: 3 clusters Score -399626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -399637.218750 Penalty: 4064.200439
	Iteration 19Q: 3 clusters Score -399637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -399648.937500 Penalty: 4064.200439
	Iteration 20F: 3 clusters Score -399648.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -399661.875000 Penalty: 4064.200439
	Iteration 21Q: 3 clusters Score -399661.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -399671.281250 Penalty: 4064.200439
	Iteration 22Q: 3 clusters Score -399671.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -399676.968750 Penalty: 4064.200439
	Iteration 23Q: 3 clusters Score -399677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -399681.656250 Penalty: 4064.200439
	Iteration 24Q: 3 clusters Score -399681.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -399686.531250 Penalty: 4064.200439
	Iteration 25Q: 3 clusters Score -399686.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -399691.218750 Penalty: 4064.200439
	Iteration 26Q: 3 clusters Score -399691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -399699.750000 Penalty: 4064.200439
	Iteration 27Q: 3 clusters Score -399699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -399715.781250 Penalty: 4064.200439
	Iteration 28Q: 3 clusters Score -399715.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -399734.406250 Penalty: 4064.200439
	Iteration 29Q: 3 clusters Score -399734.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -399745.437500 Penalty: 4064.200439
	Iteration 30Q: 3 clusters Score -399745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -399755.156250 Penalty: 4064.200439
	Iteration 31Q: 3 clusters Score -399755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -399760.312500 Penalty: 4064.200439
	Iteration 32Q: 3 clusters Score -399760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -399764.437500 Penalty: 4064.200439
	Iteration 33Q: 3 clusters Score -399764.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -399770.718750 Penalty: 4064.200439
	Iteration 34Q: 3 clusters Score -399770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -399773.562500 Penalty: 4064.200439
	Iteration 35Q: 3 clusters Score -399773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -399777.406250 Penalty: 4064.200439
	Iteration 36Q: 3 clusters Score -399777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -399777.812500 Penalty: 4064.200439
	Iteration 37Q: 3 clusters Score -399777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -399779.312500 Penalty: 4064.200439
	Iteration 38Q: 3 clusters Score -399779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -399780.437500 Penalty: 4064.200439
	Iteration 39Q: 3 clusters Score -399780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -399782.218750 Penalty: 4064.200439
	Iteration 40F: 3 clusters Score -399782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -399783.156250 Penalty: 4064.200439
	Iteration 41Q: 3 clusters Score -399783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -399783.000000 Penalty: 4064.200439
	Iteration 42Q: 3 clusters Score -399783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -399783.000000 Penalty: 4064.200439
	Iteration 43F: 3 clusters Score -399783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -603471.625000 Penalty: 2133.818115
	Iteration 0F: 2 clusters Score -603471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -598630.625000 Penalty: 4267.636230
	Iteration 0F: 3 clusters Score -598630.6 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -599833.625000 Penalty: 4267.636230
	Iteration 1F: 3 clusters Score -599833.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -600150.750000 Penalty: 4267.636230
	Iteration 2F: 3 clusters Score -600150.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -600433.250000 Penalty: 4267.636230
	Iteration 3F: 3 clusters Score -600433.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -600681.125000 Penalty: 4267.636230
	Iteration 4F: 3 clusters Score -600681.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -600882.875000 Penalty: 4267.636230
	Iteration 5F: 3 clusters Score -600882.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -601045.312500 Penalty: 4267.636230
	Iteration 6Q: 3 clusters Score -601045.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -601186.312500 Penalty: 4267.636230
	Iteration 7Q: 3 clusters Score -601186.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -601330.437500 Penalty: 4267.636230
	Iteration 8Q: 3 clusters Score -601330.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -601453.500000 Penalty: 4267.636230
	Iteration 9Q: 3 clusters Score -601453.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -601558.437500 Penalty: 4267.636230
	Iteration 10Q: 3 clusters Score -601558.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -601638.250000 Penalty: 4267.636230
	Iteration 11Q: 3 clusters Score -601638.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -601701.625000 Penalty: 4267.636230
	Iteration 12Q: 3 clusters Score -601701.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -601748.875000 Penalty: 4267.636230
	Iteration 13Q: 3 clusters Score -601748.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -601788.000000 Penalty: 4267.636230
	Iteration 14Q: 3 clusters Score -601788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -601823.750000 Penalty: 4267.636230
	Iteration 15Q: 3 clusters Score -601823.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -601857.875000 Penalty: 4267.636230
	Iteration 16Q: 3 clusters Score -601857.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -601877.562500 Penalty: 4267.636230
	Iteration 17Q: 3 clusters Score -601877.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -601904.000000 Penalty: 4267.636230
	Iteration 18Q: 3 clusters Score -601904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -601925.875000 Penalty: 4267.636230
	Iteration 19Q: 3 clusters Score -601925.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -601944.562500 Penalty: 4267.636230
	Iteration 20F: 3 clusters Score -601944.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -601959.687500 Penalty: 4267.636230
	Iteration 21Q: 3 clusters Score -601959.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -601971.750000 Penalty: 4267.636230
	Iteration 22Q: 3 clusters Score -601971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -601979.875000 Penalty: 4267.636230
	Iteration 23Q: 3 clusters Score -601979.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -601990.687500 Penalty: 4267.636230
	Iteration 24Q: 3 clusters Score -601990.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -601995.375000 Penalty: 4267.636230
	Iteration 25Q: 3 clusters Score -601995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -602001.750000 Penalty: 4267.636230
	Iteration 26Q: 3 clusters Score -602001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -602005.812500 Penalty: 4267.636230
	Iteration 27Q: 3 clusters Score -602005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -602009.125000 Penalty: 4267.636230
	Iteration 28Q: 3 clusters Score -602009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -602009.937500 Penalty: 4267.636230
	Iteration 29Q: 3 clusters Score -602009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -602012.062500 Penalty: 4267.636230
	Iteration 30Q: 3 clusters Score -602012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -602014.687500 Penalty: 4267.636230
	Iteration 31Q: 3 clusters Score -602014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -602015.687500 Penalty: 4267.636230
	Iteration 32Q: 3 clusters Score -602015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -602017.000000 Penalty: 4267.636230
	Iteration 33Q: 3 clusters Score -602017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -602016.937500 Penalty: 4267.636230
	Iteration 34Q: 3 clusters Score -602016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -602019.312500 Penalty: 4267.636230
	Iteration 35Q: 3 clusters Score -602019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -602021.312500 Penalty: 4267.636230
	Iteration 36Q: 3 clusters Score -602021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -602022.625000 Penalty: 4267.636230
	Iteration 37Q: 3 clusters Score -602022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -602027.187500 Penalty: 4267.636230
	Iteration 38Q: 3 clusters Score -602027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -602030.875000 Penalty: 4267.636230
	Iteration 39Q: 3 clusters Score -602030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -602033.625000 Penalty: 4267.636230
	Iteration 40F: 3 clusters Score -602033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -602042.250000 Penalty: 4267.636230
	Iteration 41Q: 3 clusters Score -602042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -602045.625000 Penalty: 4267.636230
	Iteration 42Q: 3 clusters Score -602045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -602047.687500 Penalty: 4267.636230
	Iteration 43Q: 3 clusters Score -602047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -602049.375000 Penalty: 4267.636230
	Iteration 44Q: 3 clusters Score -602049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -602050.062500 Penalty: 4267.636230
	Iteration 45Q: 3 clusters Score -602050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -602050.062500 Penalty: 4267.636230
	Iteration 46F: 3 clusters Score -602050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 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 564 members 
Entering Unmasked Estep 
Score: -127999.000000 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127999 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128311.281250 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128311.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128398.750000 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128398.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128438.585938 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128438.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128466.007812 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128479.078125 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128479.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128488.265625 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128493.125000 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128494.617188 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128495.859375 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128495.859375 Penalty: 3495.568604
	Iteration 10F: 3 clusters Score -128495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -425407.656250 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -425407.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -421669.750000 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -421669.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -422504.750000 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -422504.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -422811.406250 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -422811.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -423114.656250 Penalty: 4100.909180
	Iteration 3F: 3 clusters Score -423114.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -423501.812500 Penalty: 4100.909180
	Iteration 4F: 3 clusters Score -423501.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423805.531250 Penalty: 4100.909180
	Iteration 5F: 3 clusters Score -423805.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -424084.687500 Penalty: 4100.909180
	Iteration 6F: 3 clusters Score -424084.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -424341.031250 Penalty: 4100.909180
	Iteration 7F: 3 clusters Score -424341 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -424578.187500 Penalty: 4100.909180
	Iteration 8F: 3 clusters Score -424578.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -424784.437500 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -424784.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -424891.125000 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -424891.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -424948.468750 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -424948.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -424980.562500 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -424980.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -425001.593750 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -425001.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -425011.750000 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -425011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -425019.593750 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -425019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -425026.500000 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -425026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -425031.250000 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -425031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -425031.250000 Penalty: 4100.909180
	Iteration 18F: 3 clusters Score -425031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 478 members 
Entering Unmasked Estep 
Score: -90486.312500 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90486.31 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91361.171875 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -91361.17 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -91731.648438 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91731.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91905.929688 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91905.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92008.742188 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -92008.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92087.578125 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -92087.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92164.539062 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92164.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92262.429688 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92262.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92369.773438 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92369.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92495.453125 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92495.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92652.750000 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92652.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92777.335938 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92777.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -92897.546875 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92897.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -92934.906250 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92934.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -92938.968750 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -92938.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -92944.765625 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -92944.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -92947.109375 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -92947.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -92947.109375 Penalty: 3398.712158
	Iteration 17F: 3 clusters Score -92947.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83933 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202710 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 171360 members 
Mstep: Class 7 contains 76594 members 
Mstep: Class 8 contains 45848 members 
Mstep: Class 9 contains 72350 members 
Mstep: Class 10 contains 10554 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51551 members 
Mstep: Class 13 contains 323691 members 
Mstep: Class 14 contains 57970 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 169595 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19376 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40991 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 29184 members 
Mstep: Class 23 contains 7186 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18762 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 194688 members 
Entering Unmasked Estep 
Score: -183993856.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -183994544.000000 to -183993856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (194688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194688 members 
Entering Unmasked Estep 
Score: -22982172.000000 Penalty: 3020.430176
	Iteration 0F: 2 clusters Score -2.298217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -22854136.000000 Penalty: 6040.860352
	Iteration 0F: 3 clusters Score -2.285414e+07 nChanged 93385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -22908638.000000 Penalty: 6040.860352
	Iteration 1F: 3 clusters Score -2.290864e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -22909816.000000 Penalty: 6040.860352
	Iteration 2Q: 3 clusters Score -2.290982e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -22911116.000000 Penalty: 6040.860352
	Iteration 3Q: 3 clusters Score -2.291112e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -22912414.000000 Penalty: 6040.860352
	Iteration 4Q: 3 clusters Score -2.291241e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -22914444.000000 Penalty: 6040.860352
	Iteration 5Q: 3 clusters Score -2.291444e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98647 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -22916634.000000 Penalty: 6040.860352
	Iteration 6Q: 3 clusters Score -2.291663e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -22920104.000000 Penalty: 6040.860352
	Iteration 7Q: 3 clusters Score -2.29201e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -22925714.000000 Penalty: 6040.860352
	Iteration 8Q: 3 clusters Score -2.292571e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -22933896.000000 Penalty: 6040.860352
	Iteration 9F: 3 clusters Score -2.29339e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -22942988.000000 Penalty: 6040.860352
	Iteration 10F: 3 clusters Score -2.294299e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -22949310.000000 Penalty: 6040.860352
	Iteration 11F: 3 clusters Score -2.294931e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -22951544.000000 Penalty: 6040.860352
	Iteration 12Q: 3 clusters Score -2.295154e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -22952352.000000 Penalty: 6040.860352
	Iteration 13Q: 3 clusters Score -2.295235e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -22952900.000000 Penalty: 6040.860352
	Iteration 14Q: 3 clusters Score -2.29529e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -22953544.000000 Penalty: 6040.860352
	Iteration 15Q: 3 clusters Score -2.295354e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -22953968.000000 Penalty: 6040.860352
	Iteration 16Q: 3 clusters Score -2.295397e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114224 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -22954460.000000 Penalty: 6040.860352
	Iteration 17Q: 3 clusters Score -2.295446e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -22955136.000000 Penalty: 6040.860352
	Iteration 18Q: 3 clusters Score -2.295514e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117809 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -22955646.000000 Penalty: 6040.860352
	Iteration 19Q: 3 clusters Score -2.295565e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -22956214.000000 Penalty: 6040.860352
	Iteration 20F: 3 clusters Score -2.295621e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -22956990.000000 Penalty: 6040.860352
	Iteration 21Q: 3 clusters Score -2.295699e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123685 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -22957692.000000 Penalty: 6040.860352
	Iteration 22Q: 3 clusters Score -2.295769e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -22958274.000000 Penalty: 6040.860352
	Iteration 23Q: 3 clusters Score -2.295827e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -22958976.000000 Penalty: 6040.860352
	Iteration 24Q: 3 clusters Score -2.295898e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -22959682.000000 Penalty: 6040.860352
	Iteration 25Q: 3 clusters Score -2.295968e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133173 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -22960368.000000 Penalty: 6040.860352
	Iteration 26Q: 3 clusters Score -2.296037e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -22961152.000000 Penalty: 6040.860352
	Iteration 27Q: 3 clusters Score -2.296115e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138577 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -22962130.000000 Penalty: 6040.860352
	Iteration 28Q: 3 clusters Score -2.296213e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141472 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -22963222.000000 Penalty: 6040.860352
	Iteration 29Q: 3 clusters Score -2.296322e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -22964152.000000 Penalty: 6040.860352
	Iteration 30Q: 3 clusters Score -2.296415e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -22965138.000000 Penalty: 6040.860352
	Iteration 31Q: 3 clusters Score -2.296514e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -22966390.000000 Penalty: 6040.860352
	Iteration 32Q: 3 clusters Score -2.296639e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -22967608.000000 Penalty: 6040.860352
	Iteration 33Q: 3 clusters Score -2.296761e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -22968884.000000 Penalty: 6040.860352
	Iteration 34Q: 3 clusters Score -2.296888e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159490 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -22970062.000000 Penalty: 6040.860352
	Iteration 35Q: 3 clusters Score -2.297006e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -22971288.000000 Penalty: 6040.860352
	Iteration 36Q: 3 clusters Score -2.297129e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165619 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -22972266.000000 Penalty: 6040.860352
	Iteration 37Q: 3 clusters Score -2.297227e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168564 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -22973254.000000 Penalty: 6040.860352
	Iteration 38Q: 3 clusters Score -2.297325e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -22974054.000000 Penalty: 6040.860352
	Iteration 39Q: 3 clusters Score -2.297405e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -22975164.000000 Penalty: 6040.860352
	Iteration 40F: 3 clusters Score -2.297516e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -22976014.000000 Penalty: 6040.860352
	Iteration 41Q: 3 clusters Score -2.297601e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178649 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -22976958.000000 Penalty: 6040.860352
	Iteration 42Q: 3 clusters Score -2.297696e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180733 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -22977596.000000 Penalty: 6040.860352
	Iteration 43Q: 3 clusters Score -2.29776e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -22978150.000000 Penalty: 6040.860352
	Iteration 44Q: 3 clusters Score -2.297815e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184239 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -22978678.000000 Penalty: 6040.860352
	Iteration 45Q: 3 clusters Score -2.297868e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185673 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -22979142.000000 Penalty: 6040.860352
	Iteration 46Q: 3 clusters Score -2.297914e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -22979458.000000 Penalty: 6040.860352
	Iteration 47Q: 3 clusters Score -2.297946e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187824 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -22979744.000000 Penalty: 6040.860352
	Iteration 48Q: 3 clusters Score -2.297974e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188662 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -22979996.000000 Penalty: 6040.860352
	Iteration 49Q: 3 clusters Score -2.298e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189390 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -22980144.000000 Penalty: 6040.860352
	Iteration 50Q: 3 clusters Score -2.298014e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190013 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -22980284.000000 Penalty: 6040.860352
	Iteration 51Q: 3 clusters Score -2.298028e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -22980390.000000 Penalty: 6040.860352
	Iteration 52Q: 3 clusters Score -2.298039e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190880 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -22980510.000000 Penalty: 6040.860352
	Iteration 53Q: 3 clusters Score -2.298051e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191173 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -22980592.000000 Penalty: 6040.860352
	Iteration 54Q: 3 clusters Score -2.298059e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -22980630.000000 Penalty: 6040.860352
	Iteration 55Q: 3 clusters Score -2.298063e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191637 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -22980646.000000 Penalty: 6040.860352
	Iteration 56Q: 3 clusters Score -2.298065e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22980720.000000 Penalty: 6040.860352
	Iteration 57Q: 3 clusters Score -2.298072e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191968 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22980706.000000 Penalty: 6040.860352
	Iteration 58Q: 3 clusters Score -2.298071e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192083 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -22980716.000000 Penalty: 6040.860352
	Iteration 59Q: 3 clusters Score -2.298072e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192186 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -22980738.000000 Penalty: 6040.860352
	Iteration 60F: 3 clusters Score -2.298074e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192279 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22980762.000000 Penalty: 6040.860352
	Iteration 61Q: 3 clusters Score -2.298076e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192352 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -22980786.000000 Penalty: 6040.860352
	Iteration 62Q: 3 clusters Score -2.298079e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192400 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22980770.000000 Penalty: 6040.860352
	Iteration 63Q: 3 clusters Score -2.298077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192439 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -22980768.000000 Penalty: 6040.860352
	Iteration 64Q: 3 clusters Score -2.298077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192465 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -22980792.000000 Penalty: 6040.860352
	Iteration 65Q: 3 clusters Score -2.298079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22980782.000000 Penalty: 6040.860352
	Iteration 66Q: 3 clusters Score -2.298078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192502 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22980788.000000 Penalty: 6040.860352
	Iteration 67Q: 3 clusters Score -2.298079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192521 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -22980788.000000 Penalty: 6040.860352
	Iteration 68Q: 3 clusters Score -2.298079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192537 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -22980798.000000 Penalty: 6040.860352
	Iteration 69Q: 3 clusters Score -2.29808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192551 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -22980798.000000 Penalty: 6040.860352
	Iteration 70Q: 3 clusters Score -2.29808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192566 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22980784.000000 Penalty: 6040.860352
	Iteration 71Q: 3 clusters Score -2.298078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192586 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22980760.000000 Penalty: 6040.860352
	Iteration 72Q: 3 clusters Score -2.298076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192596 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -22980782.000000 Penalty: 6040.860352
	Iteration 73Q: 3 clusters Score -2.298078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192610 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22980778.000000 Penalty: 6040.860352
	Iteration 74Q: 3 clusters Score -2.298078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192620 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22980780.000000 Penalty: 6040.860352
	Iteration 75Q: 3 clusters Score -2.298078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192620 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22980776.000000 Penalty: 6040.860352
	Iteration 76Q: 3 clusters Score -2.298078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192620 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22980776.000000 Penalty: 6040.860352
	Iteration 77F: 3 clusters Score -2.298078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83933 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202710 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 171360 members 
Mstep: Class 7 contains 76594 members 
Mstep: Class 8 contains 45848 members 
Mstep: Class 9 contains 72350 members 
Mstep: Class 10 contains 10554 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51551 members 
Mstep: Class 13 contains 323691 members 
Mstep: Class 14 contains 57970 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 169595 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19376 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40991 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 29184 members 
Mstep: Class 23 contains 7186 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18762 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995184.000000 Penalty: 113423.679688
Iteration 119Q: 33 clusters Score -1.839952e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83932 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202710 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 170727 members 
Mstep: Class 7 contains 76590 members 
Mstep: Class 8 contains 45834 members 
Mstep: Class 9 contains 72347 members 
Mstep: Class 10 contains 10541 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51540 members 
Mstep: Class 13 contains 323606 members 
Mstep: Class 14 contains 57975 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 170256 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19372 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40998 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 29217 members 
Mstep: Class 23 contains 7193 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18803 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 5460 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994880.000000 Penalty: 113423.679688
Iteration 120F: 33 clusters Score -1.839949e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83932 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202680 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 170034 members 
Mstep: Class 7 contains 76606 members 
Mstep: Class 8 contains 45829 members 
Mstep: Class 9 contains 72343 members 
Mstep: Class 10 contains 10534 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51540 members 
Mstep: Class 13 contains 323552 members 
Mstep: Class 14 contains 57977 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 170958 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 19362 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 41015 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 29246 members 
Mstep: Class 23 contains 7194 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18831 members 
Mstep: Class 27 contains 3624 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994944.000000 Penalty: 113423.679688
Iteration 121Q: 33 clusters Score -1.839949e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202697 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 169287 members 
Mstep: Class 7 contains 76629 members 
Mstep: Class 8 contains 45816 members 
Mstep: Class 9 contains 72337 members 
Mstep: Class 10 contains 10518 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51543 members 
Mstep: Class 13 contains 323500 members 
Mstep: Class 14 contains 57962 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 171764 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 19354 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 41016 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 29279 members 
Mstep: Class 23 contains 7199 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18838 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994656.000000 Penalty: 113423.679688
Iteration 122Q: 33 clusters Score -1.839947e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83935 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202735 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 168564 members 
Mstep: Class 7 contains 76642 members 
Mstep: Class 8 contains 45795 members 
Mstep: Class 9 contains 72328 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51531 members 
Mstep: Class 13 contains 323447 members 
Mstep: Class 14 contains 57948 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 172519 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 19345 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 41011 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29315 members 
Mstep: Class 23 contains 7206 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18866 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 5473 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994720.000000 Penalty: 113423.679688
Iteration 123Q: 33 clusters Score -1.839947e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83938 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202755 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 167872 members 
Mstep: Class 7 contains 76655 members 
Mstep: Class 8 contains 45771 members 
Mstep: Class 9 contains 72326 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51517 members 
Mstep: Class 13 contains 323371 members 
Mstep: Class 14 contains 57946 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 173348 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19350 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40990 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 7218 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18873 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 5478 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3894 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994704.000000 Penalty: 113423.679688
Iteration 124Q: 33 clusters Score -1.839947e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83939 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202713 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 167109 members 
Mstep: Class 7 contains 76658 members 
Mstep: Class 8 contains 45753 members 
Mstep: Class 9 contains 72321 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51514 members 
Mstep: Class 13 contains 323343 members 
Mstep: Class 14 contains 57950 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 174139 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 19341 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40971 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 29362 members 
Mstep: Class 23 contains 7230 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994864.000000 Penalty: 113423.679688
Iteration 125Q: 33 clusters Score -1.839949e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202680 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 166317 members 
Mstep: Class 7 contains 76668 members 
Mstep: Class 8 contains 45751 members 
Mstep: Class 9 contains 72329 members 
Mstep: Class 10 contains 10501 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51507 members 
Mstep: Class 13 contains 323344 members 
Mstep: Class 14 contains 57944 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 174886 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19335 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 40966 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 29392 members 
Mstep: Class 23 contains 7243 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18921 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 5487 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994736.000000 Penalty: 113423.679688
Iteration 126Q: 33 clusters Score -1.839947e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83929 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202679 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 165442 members 
Mstep: Class 7 contains 76671 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 9 contains 72330 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51510 members 
Mstep: Class 13 contains 323320 members 
Mstep: Class 14 contains 57929 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 175702 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 19337 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40964 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 29417 members 
Mstep: Class 23 contains 7264 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18927 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3892 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994944.000000 Penalty: 113423.679688
Iteration 127Q: 33 clusters Score -1.839949e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83927 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202669 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 164592 members 
Mstep: Class 7 contains 76674 members 
Mstep: Class 8 contains 45728 members 
Mstep: Class 9 contains 72336 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51512 members 
Mstep: Class 13 contains 323324 members 
Mstep: Class 14 contains 57912 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 176475 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 19340 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 40958 members 
Mstep: Class 21 contains 8716 members 
Mstep: Class 22 contains 29428 members 
Mstep: Class 23 contains 7274 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18944 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 5491 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994784.000000 Penalty: 113423.679688
Iteration 128Q: 33 clusters Score -1.839948e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83926 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202664 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 163795 members 
Mstep: Class 7 contains 76667 members 
Mstep: Class 8 contains 45718 members 
Mstep: Class 9 contains 72353 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51500 members 
Mstep: Class 13 contains 323325 members 
Mstep: Class 14 contains 57898 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 177217 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19347 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40948 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 29443 members 
Mstep: Class 23 contains 7286 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18962 members 
Mstep: Class 27 contains 3624 members 
Mstep: Class 28 contains 5494 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995328.000000 Penalty: 113423.679688
Iteration 129Q: 33 clusters Score -1.839953e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83928 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202698 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 162951 members 
Mstep: Class 7 contains 76658 members 
Mstep: Class 8 contains 45715 members 
Mstep: Class 9 contains 72361 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51482 members 
Mstep: Class 13 contains 323294 members 
Mstep: Class 14 contains 57890 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 178018 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19345 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 40938 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 29462 members 
Mstep: Class 23 contains 7298 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18976 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 5495 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995616.000000 Penalty: 113423.679688
Iteration 130Q: 33 clusters Score -1.839956e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83927 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202748 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 162090 members 
Mstep: Class 7 contains 76653 members 
Mstep: Class 8 contains 45711 members 
Mstep: Class 9 contains 72363 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51466 members 
Mstep: Class 13 contains 323309 members 
Mstep: Class 14 contains 57870 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 178827 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19346 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 40922 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 29481 members 
Mstep: Class 23 contains 7300 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18994 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995856.000000 Penalty: 113423.679688
Iteration 131Q: 33 clusters Score -1.839959e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83932 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202822 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 161169 members 
Mstep: Class 7 contains 76657 members 
Mstep: Class 8 contains 45706 members 
Mstep: Class 9 contains 72378 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 323280 members 
Mstep: Class 14 contains 57848 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 179698 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 19343 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 29495 members 
Mstep: Class 23 contains 7305 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 19016 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3892 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996016.000000 Penalty: 113423.679688
Iteration 132Q: 33 clusters Score -1.83996e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83930 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202933 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 160204 members 
Mstep: Class 7 contains 76669 members 
Mstep: Class 8 contains 45690 members 
Mstep: Class 9 contains 72396 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51459 members 
Mstep: Class 13 contains 323265 members 
Mstep: Class 14 contains 57843 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 180601 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 19334 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 40900 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 29502 members 
Mstep: Class 23 contains 7311 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 19034 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 5496 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995840.000000 Penalty: 113423.679688
Iteration 133Q: 33 clusters Score -1.839958e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83930 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203008 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 159351 members 
Mstep: Class 7 contains 76674 members 
Mstep: Class 8 contains 45662 members 
Mstep: Class 9 contains 72412 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51453 members 
Mstep: Class 13 contains 323288 members 
Mstep: Class 14 contains 57826 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 181466 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 19335 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 40880 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 29507 members 
Mstep: Class 23 contains 7318 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 19035 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995664.000000 Penalty: 113423.679688
Iteration 134Q: 33 clusters Score -1.839957e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83931 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203069 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 158533 members 
Mstep: Class 7 contains 76665 members 
Mstep: Class 8 contains 45637 members 
Mstep: Class 9 contains 72418 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51457 members 
Mstep: Class 13 contains 323294 members 
Mstep: Class 14 contains 57802 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 182358 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 40871 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 29521 members 
Mstep: Class 23 contains 7324 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 19010 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995968.000000 Penalty: 113423.679688
Iteration 135Q: 33 clusters Score -1.83996e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83937 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203162 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 157667 members 
Mstep: Class 7 contains 76658 members 
Mstep: Class 8 contains 45613 members 
Mstep: Class 9 contains 72430 members 
Mstep: Class 10 contains 10469 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51456 members 
Mstep: Class 13 contains 323274 members 
Mstep: Class 14 contains 57778 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 183322 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19328 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 40855 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 7328 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18983 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996224.000000 Penalty: 113423.679688
Iteration 136Q: 33 clusters Score -1.839962e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83935 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203221 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 156844 members 
Mstep: Class 7 contains 76651 members 
Mstep: Class 8 contains 45595 members 
Mstep: Class 9 contains 72436 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51456 members 
Mstep: Class 13 contains 323269 members 
Mstep: Class 14 contains 57772 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 184217 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19329 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 40845 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 29542 members 
Mstep: Class 23 contains 7338 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18966 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3891 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996112.000000 Penalty: 113423.679688
Iteration 137Q: 33 clusters Score -1.839961e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83936 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203331 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 155974 members 
Mstep: Class 7 contains 76661 members 
Mstep: Class 8 contains 45571 members 
Mstep: Class 9 contains 72444 members 
Mstep: Class 10 contains 10457 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51464 members 
Mstep: Class 13 contains 323298 members 
Mstep: Class 14 contains 57744 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 185140 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19324 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40842 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29543 members 
Mstep: Class 23 contains 7348 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18940 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996080.000000 Penalty: 113423.679688
Iteration 138Q: 33 clusters Score -1.839961e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83940 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203417 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 155119 members 
Mstep: Class 7 contains 76675 members 
Mstep: Class 8 contains 45557 members 
Mstep: Class 9 contains 72453 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51454 members 
Mstep: Class 13 contains 323313 members 
Mstep: Class 14 contains 57719 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 186030 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 19329 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40855 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 29547 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18906 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 5498 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3887 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996528.000000 Penalty: 113423.679688
Iteration 139Q: 33 clusters Score -1.839965e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203528 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 154203 members 
Mstep: Class 7 contains 76673 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 72461 members 
Mstep: Class 10 contains 10439 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51451 members 
Mstep: Class 13 contains 323347 members 
Mstep: Class 14 contains 57719 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 186884 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 19329 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 40847 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 29555 members 
Mstep: Class 23 contains 7369 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18882 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 5498 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3886 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996144.000000 Penalty: 113423.679688
Iteration 140F: 33 clusters Score -1.839961e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83945 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203674 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 153196 members 
Mstep: Class 7 contains 76662 members 
Mstep: Class 8 contains 45540 members 
Mstep: Class 9 contains 72469 members 
Mstep: Class 10 contains 10426 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51452 members 
Mstep: Class 13 contains 323398 members 
Mstep: Class 14 contains 57711 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 187773 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40834 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29553 members 
Mstep: Class 23 contains 7380 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18864 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 5500 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3885 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995584.000000 Penalty: 113423.679688
Iteration 141Q: 33 clusters Score -1.839956e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203876 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 152091 members 
Mstep: Class 7 contains 76677 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 72493 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51449 members 
Mstep: Class 13 contains 323419 members 
Mstep: Class 14 contains 57688 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 188686 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19311 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 40813 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29556 members 
Mstep: Class 23 contains 7390 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18848 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 5501 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996000.000000 Penalty: 113423.679688
Iteration 142Q: 33 clusters Score -1.83996e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83949 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204111 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 150955 members 
Mstep: Class 7 contains 76677 members 
Mstep: Class 8 contains 45535 members 
Mstep: Class 9 contains 72499 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51457 members 
Mstep: Class 13 contains 323419 members 
Mstep: Class 14 contains 57675 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 189634 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 19313 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 40801 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 29557 members 
Mstep: Class 23 contains 7398 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18848 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 5502 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3885 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996416.000000 Penalty: 113423.679688
Iteration 143Q: 33 clusters Score -1.839964e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83954 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204356 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 149842 members 
Mstep: Class 7 contains 76684 members 
Mstep: Class 8 contains 45524 members 
Mstep: Class 9 contains 72497 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51451 members 
Mstep: Class 13 contains 323457 members 
Mstep: Class 14 contains 57666 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 190460 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 40774 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 29559 members 
Mstep: Class 23 contains 7411 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18835 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3884 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996848.000000 Penalty: 113423.679688
Iteration 144Q: 33 clusters Score -1.839968e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83951 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204634 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 148640 members 
Mstep: Class 7 contains 76702 members 
Mstep: Class 8 contains 45509 members 
Mstep: Class 9 contains 72502 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51439 members 
Mstep: Class 13 contains 323493 members 
Mstep: Class 14 contains 57668 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 191326 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19300 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 40746 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 29569 members 
Mstep: Class 23 contains 7423 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18840 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 5509 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996848.000000 Penalty: 113423.679688
Iteration 145Q: 33 clusters Score -1.839968e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83949 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204922 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 147385 members 
Mstep: Class 7 contains 76702 members 
Mstep: Class 8 contains 45492 members 
Mstep: Class 9 contains 72504 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51437 members 
Mstep: Class 13 contains 323525 members 
Mstep: Class 14 contains 57657 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 192209 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19284 members 
Mstep: Class 19 contains 2244 members 
Mstep: Class 20 contains 40731 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 29559 members 
Mstep: Class 23 contains 7436 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18851 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996800.000000 Penalty: 113423.679688
Iteration 146Q: 33 clusters Score -1.839968e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83949 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 205193 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 146134 members 
Mstep: Class 7 contains 76721 members 
Mstep: Class 8 contains 45467 members 
Mstep: Class 9 contains 72513 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51437 members 
Mstep: Class 13 contains 323607 members 
Mstep: Class 14 contains 57650 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 193013 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 40716 members 
Mstep: Class 21 contains 8701 members 
Mstep: Class 22 contains 29553 members 
Mstep: Class 23 contains 7443 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18841 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3878 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996576.000000 Penalty: 113423.679688
Iteration 147Q: 33 clusters Score -1.839966e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83950 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 205468 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 144870 members 
Mstep: Class 7 contains 76743 members 
Mstep: Class 8 contains 45463 members 
Mstep: Class 9 contains 72517 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51441 members 
Mstep: Class 13 contains 323715 members 
Mstep: Class 14 contains 57646 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 193820 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 40690 members 
Mstep: Class 21 contains 8703 members 
Mstep: Class 22 contains 29557 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18833 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996864.000000 Penalty: 113423.679688
Iteration 148Q: 33 clusters Score -1.839969e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83951 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 205762 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 143528 members 
Mstep: Class 7 contains 76776 members 
Mstep: Class 8 contains 45448 members 
Mstep: Class 9 contains 72526 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51457 members 
Mstep: Class 13 contains 323842 members 
Mstep: Class 14 contains 57643 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 194630 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19267 members 
Mstep: Class 19 contains 2245 members 
Mstep: Class 20 contains 40669 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 29565 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18833 members 
Mstep: Class 27 contains 3641 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996528.000000 Penalty: 113423.679688
Iteration 149Q: 33 clusters Score -1.839965e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83951 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 206072 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 142182 members 
Mstep: Class 7 contains 76808 members 
Mstep: Class 8 contains 45434 members 
Mstep: Class 9 contains 72545 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51456 members 
Mstep: Class 13 contains 323965 members 
Mstep: Class 14 contains 57642 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 195455 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40651 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 29563 members 
Mstep: Class 23 contains 7474 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18819 members 
Mstep: Class 27 contains 3643 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996448.000000 Penalty: 113423.679688
Iteration 150Q: 33 clusters Score -1.839964e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83950 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 206349 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 140738 members 
Mstep: Class 7 contains 76854 members 
Mstep: Class 8 contains 45427 members 
Mstep: Class 9 contains 72562 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51458 members 
Mstep: Class 13 contains 324129 members 
Mstep: Class 14 contains 57647 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 196358 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 19268 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40623 members 
Mstep: Class 21 contains 8703 members 
Mstep: Class 22 contains 29560 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18793 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996976.000000 Penalty: 113423.679688
Iteration 151Q: 33 clusters Score -1.83997e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83948 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 206623 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 139287 members 
Mstep: Class 7 contains 76915 members 
Mstep: Class 8 contains 45425 members 
Mstep: Class 9 contains 72575 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51456 members 
Mstep: Class 13 contains 324290 members 
Mstep: Class 14 contains 57654 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 197235 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 19259 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 40604 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 29562 members 
Mstep: Class 23 contains 7495 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18749 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3875 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996928.000000 Penalty: 113423.679688
Iteration 152Q: 33 clusters Score -1.839969e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83945 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 206941 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 137747 members 
Mstep: Class 7 contains 76956 members 
Mstep: Class 8 contains 45407 members 
Mstep: Class 9 contains 72596 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51461 members 
Mstep: Class 13 contains 324494 members 
Mstep: Class 14 contains 57659 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 198109 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 19253 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 40591 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 29567 members 
Mstep: Class 23 contains 7493 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18693 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 194982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996592.000000 Penalty: 113423.679688
Iteration 153Q: 33 clusters Score -1.839966e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83944 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207241 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 136194 members 
Mstep: Class 7 contains 77006 members 
Mstep: Class 8 contains 45406 members 
Mstep: Class 9 contains 72615 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51466 members 
Mstep: Class 13 contains 324680 members 
Mstep: Class 14 contains 57668 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 198955 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 19245 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40585 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29574 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18642 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3874 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996608.000000 Penalty: 113423.679688
Iteration 154Q: 33 clusters Score -1.839966e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83950 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207569 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 134604 members 
Mstep: Class 7 contains 77049 members 
Mstep: Class 8 contains 45404 members 
Mstep: Class 9 contains 72641 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51460 members 
Mstep: Class 13 contains 324845 members 
Mstep: Class 14 contains 57688 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 199821 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 19230 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40575 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 29580 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18591 members 
Mstep: Class 27 contains 3638 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3872 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996224.000000 Penalty: 113423.679688
Iteration 155Q: 33 clusters Score -1.839962e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83953 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207910 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 132916 members 
Mstep: Class 7 contains 77099 members 
Mstep: Class 8 contains 45411 members 
Mstep: Class 9 contains 72652 members 
Mstep: Class 10 contains 10371 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51449 members 
Mstep: Class 13 contains 325031 members 
Mstep: Class 14 contains 57695 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 200736 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 19221 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40567 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 29603 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18536 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 5524 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995584.000000 Penalty: 113423.679688
Iteration 156Q: 33 clusters Score -1.839956e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83951 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 208326 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 131164 members 
Mstep: Class 7 contains 77158 members 
Mstep: Class 8 contains 45427 members 
Mstep: Class 9 contains 72680 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51466 members 
Mstep: Class 13 contains 325212 members 
Mstep: Class 14 contains 57701 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 201601 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 19211 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40566 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 29623 members 
Mstep: Class 23 contains 7510 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18486 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995744.000000 Penalty: 113423.679688
Iteration 157Q: 33 clusters Score -1.839957e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 208751 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 129363 members 
Mstep: Class 7 contains 77236 members 
Mstep: Class 8 contains 45444 members 
Mstep: Class 9 contains 72727 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51477 members 
Mstep: Class 13 contains 325377 members 
Mstep: Class 14 contains 57713 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 202516 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 19202 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 40570 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 29634 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18396 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3862 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995392.000000 Penalty: 113423.679688
Iteration 158Q: 33 clusters Score -1.839954e+08 nChanged 4449
Entering ConstructFrom: 
Score: -183995392.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21833.546875 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21833.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21922.216797 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21922.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21946.435547 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -21946.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21960.000000 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -21960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21965.210938 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -21965.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21991.242188 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -21991.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22011.082031 Penalty: 2736.656494
	Iteration 6Q: 3 clusters Score -22011.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22011.082031 Penalty: 2736.656494
	Iteration 7F: 3 clusters Score -22011.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Entering Unmasked Estep 
Score: -9774703.000000 Penalty: 2811.797607
	Iteration 0F: 2 clusters Score -9774703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -9718442.000000 Penalty: 5623.595215
	Iteration 0F: 3 clusters Score -9718442 nChanged 39528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -9741145.000000 Penalty: 5623.595215
	Iteration 1F: 3 clusters Score -9741145 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -9742035.000000 Penalty: 5623.595215
	Iteration 2Q: 3 clusters Score -9742035 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -9743425.000000 Penalty: 5623.595215
	Iteration 3Q: 3 clusters Score -9743425 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -9745667.000000 Penalty: 5623.595215
	Iteration 4F: 3 clusters Score -9745667 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -9749149.000000 Penalty: 5623.595215
	Iteration 5F: 3 clusters Score -9749149 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -9753856.000000 Penalty: 5623.595215
	Iteration 6F: 3 clusters Score -9753856 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -9758905.000000 Penalty: 5623.595215
	Iteration 7F: 3 clusters Score -9758905 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -9763007.000000 Penalty: 5623.595215
	Iteration 8F: 3 clusters Score -9763007 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -9765986.000000 Penalty: 5623.595215
	Iteration 9Q: 3 clusters Score -9765986 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -9768025.000000 Penalty: 5623.595215
	Iteration 10Q: 3 clusters Score -9768025 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -9769365.000000 Penalty: 5623.595215
	Iteration 11Q: 3 clusters Score -9769365 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9770308.000000 Penalty: 5623.595215
	Iteration 12Q: 3 clusters Score -9770308 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -9770970.000000 Penalty: 5623.595215
	Iteration 13Q: 3 clusters Score -9770970 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9771453.000000 Penalty: 5623.595215
	Iteration 14Q: 3 clusters Score -9771453 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9771742.000000 Penalty: 5623.595215
	Iteration 15Q: 3 clusters Score -9771742 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9771942.000000 Penalty: 5623.595215
	Iteration 16Q: 3 clusters Score -9771942 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9772086.000000 Penalty: 5623.595215
	Iteration 17Q: 3 clusters Score -9772086 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9772192.000000 Penalty: 5623.595215
	Iteration 18Q: 3 clusters Score -9772192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9772315.000000 Penalty: 5623.595215
	Iteration 19Q: 3 clusters Score -9772315 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9772395.000000 Penalty: 5623.595215
	Iteration 20F: 3 clusters Score -9772395 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9772463.000000 Penalty: 5623.595215
	Iteration 21Q: 3 clusters Score -9772463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9772493.000000 Penalty: 5623.595215
	Iteration 22Q: 3 clusters Score -9772493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9772560.000000 Penalty: 5623.595215
	Iteration 23Q: 3 clusters Score -9772560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9772619.000000 Penalty: 5623.595215
	Iteration 24Q: 3 clusters Score -9772619 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9772687.000000 Penalty: 5623.595215
	Iteration 25Q: 3 clusters Score -9772687 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9772727.000000 Penalty: 5623.595215
	Iteration 26Q: 3 clusters Score -9772727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9772768.000000 Penalty: 5623.595215
	Iteration 27Q: 3 clusters Score -9772768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9772851.000000 Penalty: 5623.595215
	Iteration 28Q: 3 clusters Score -9772851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9772911.000000 Penalty: 5623.595215
	Iteration 29Q: 3 clusters Score -9772911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9772944.000000 Penalty: 5623.595215
	Iteration 30Q: 3 clusters Score -9772944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9772973.000000 Penalty: 5623.595215
	Iteration 31Q: 3 clusters Score -9772973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9773031.000000 Penalty: 5623.595215
	Iteration 32Q: 3 clusters Score -9773031 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9773103.000000 Penalty: 5623.595215
	Iteration 33Q: 3 clusters Score -9773103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9773119.000000 Penalty: 5623.595215
	Iteration 34Q: 3 clusters Score -9773119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9773162.000000 Penalty: 5623.595215
	Iteration 35Q: 3 clusters Score -9773162 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9773205.000000 Penalty: 5623.595215
	Iteration 36Q: 3 clusters Score -9773205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9773222.000000 Penalty: 5623.595215
	Iteration 37Q: 3 clusters Score -9773222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9773248.000000 Penalty: 5623.595215
	Iteration 38Q: 3 clusters Score -9773248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9773255.000000 Penalty: 5623.595215
	Iteration 39Q: 3 clusters Score -9773255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9773263.000000 Penalty: 5623.595215
	Iteration 40F: 3 clusters Score -9773263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9773269.000000 Penalty: 5623.595215
	Iteration 41Q: 3 clusters Score -9773269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9773274.000000 Penalty: 5623.595215
	Iteration 42Q: 3 clusters Score -9773274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9773278.000000 Penalty: 5623.595215
	Iteration 43Q: 3 clusters Score -9773278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9773320.000000 Penalty: 5623.595215
	Iteration 44Q: 3 clusters Score -9773320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9773320.000000 Penalty: 5623.595215
	Iteration 45Q: 3 clusters Score -9773320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9773334.000000 Penalty: 5623.595215
	Iteration 46Q: 3 clusters Score -9773334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9773343.000000 Penalty: 5623.595215
	Iteration 47Q: 3 clusters Score -9773343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9773333.000000 Penalty: 5623.595215
	Iteration 48Q: 3 clusters Score -9773333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9773339.000000 Penalty: 5623.595215
	Iteration 49Q: 3 clusters Score -9773339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9773341.000000 Penalty: 5623.595215
	Iteration 50Q: 3 clusters Score -9773341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9773341.000000 Penalty: 5623.595215
	Iteration 51Q: 3 clusters Score -9773341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9773333.000000 Penalty: 5623.595215
	Iteration 52Q: 3 clusters Score -9773333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9773338.000000 Penalty: 5623.595215
	Iteration 53Q: 3 clusters Score -9773338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9773336.000000 Penalty: 5623.595215
	Iteration 54Q: 3 clusters Score -9773336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9773332.000000 Penalty: 5623.595215
	Iteration 55Q: 3 clusters Score -9773332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9773341.000000 Penalty: 5623.595215
	Iteration 56Q: 3 clusters Score -9773341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9773347.000000 Penalty: 5623.595215
	Iteration 57Q: 3 clusters Score -9773347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9773342.000000 Penalty: 5623.595215
	Iteration 58Q: 3 clusters Score -9773342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9773336.000000 Penalty: 5623.595215
	Iteration 59Q: 3 clusters Score -9773336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9773339.000000 Penalty: 5623.595215
	Iteration 60F: 3 clusters Score -9773339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36360.472656 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36360.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36527.445312 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36527.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36594.414062 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36594.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36659.156250 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36659.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36756.304688 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36850.167969 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36850.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36903.636719 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36903.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36944.273438 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36944.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36967.363281 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -36967.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36990.078125 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -36990.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37017.296875 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -37017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37049.417969 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -37049.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37054.429688 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -37054.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37063.546875 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -37063.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37066.750000 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -37066.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37067.386719 Penalty: 2923.623779
	Iteration 15F: 3 clusters Score -37067.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37070.519531 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -37070.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37070.519531 Penalty: 2923.623779
	Iteration 17F: 3 clusters Score -37070.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (209185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209185 members 
Entering Unmasked Estep 
Score: -24437954.000000 Penalty: 3038.241699
	Iteration 0F: 2 clusters Score -2.443795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -24298634.000000 Penalty: 6076.483398
	Iteration 0F: 3 clusters Score -2.429863e+07 nChanged 100980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -24358004.000000 Penalty: 6076.483398
	Iteration 1F: 3 clusters Score -2.4358e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110183 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -24359204.000000 Penalty: 6076.483398
	Iteration 2Q: 3 clusters Score -2.43592e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -24360756.000000 Penalty: 6076.483398
	Iteration 3Q: 3 clusters Score -2.436076e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118580 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -24363336.000000 Penalty: 6076.483398
	Iteration 4Q: 3 clusters Score -2.436334e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -24367942.000000 Penalty: 6076.483398
	Iteration 5Q: 3 clusters Score -2.436794e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -24375454.000000 Penalty: 6076.483398
	Iteration 6F: 3 clusters Score -2.437545e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -24386730.000000 Penalty: 6076.483398
	Iteration 7F: 3 clusters Score -2.438673e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -24400114.000000 Penalty: 6076.483398
	Iteration 8F: 3 clusters Score -2.440011e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177959 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -24411658.000000 Penalty: 6076.483398
	Iteration 9F: 3 clusters Score -2.441166e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187620 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -24420316.000000 Penalty: 6076.483398
	Iteration 10Q: 3 clusters Score -2.442032e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194247 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -24426036.000000 Penalty: 6076.483398
	Iteration 11Q: 3 clusters Score -2.442604e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198578 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -24429336.000000 Penalty: 6076.483398
	Iteration 12Q: 3 clusters Score -2.442934e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201430 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -24431410.000000 Penalty: 6076.483398
	Iteration 13Q: 3 clusters Score -2.443141e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203328 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -24432728.000000 Penalty: 6076.483398
	Iteration 14Q: 3 clusters Score -2.443273e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204645 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -24433456.000000 Penalty: 6076.483398
	Iteration 15Q: 3 clusters Score -2.443346e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205577 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -24434080.000000 Penalty: 6076.483398
	Iteration 16Q: 3 clusters Score -2.443408e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206236 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -24434496.000000 Penalty: 6076.483398
	Iteration 17Q: 3 clusters Score -2.44345e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206660 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24434748.000000 Penalty: 6076.483398
	Iteration 18Q: 3 clusters Score -2.443475e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206961 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24434998.000000 Penalty: 6076.483398
	Iteration 19Q: 3 clusters Score -2.4435e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207170 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -24435112.000000 Penalty: 6076.483398
	Iteration 20F: 3 clusters Score -2.443511e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207295 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -24435172.000000 Penalty: 6076.483398
	Iteration 21Q: 3 clusters Score -2.443517e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207393 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -24435222.000000 Penalty: 6076.483398
	Iteration 22Q: 3 clusters Score -2.443522e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24435276.000000 Penalty: 6076.483398
	Iteration 23Q: 3 clusters Score -2.443528e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207515 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -24435318.000000 Penalty: 6076.483398
	Iteration 24Q: 3 clusters Score -2.443532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207556 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -24435372.000000 Penalty: 6076.483398
	Iteration 25Q: 3 clusters Score -2.443537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207590 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -24435414.000000 Penalty: 6076.483398
	Iteration 26Q: 3 clusters Score -2.443541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207613 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -24435402.000000 Penalty: 6076.483398
	Iteration 27Q: 3 clusters Score -2.44354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207636 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -24435430.000000 Penalty: 6076.483398
	Iteration 28Q: 3 clusters Score -2.443543e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207661 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -24435420.000000 Penalty: 6076.483398
	Iteration 29Q: 3 clusters Score -2.443542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207688 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -24435408.000000 Penalty: 6076.483398
	Iteration 30Q: 3 clusters Score -2.443541e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207711 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -24435438.000000 Penalty: 6076.483398
	Iteration 31Q: 3 clusters Score -2.443544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207720 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -24435432.000000 Penalty: 6076.483398
	Iteration 32Q: 3 clusters Score -2.443543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207728 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -24435448.000000 Penalty: 6076.483398
	Iteration 33Q: 3 clusters Score -2.443545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207742 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -24435440.000000 Penalty: 6076.483398
	Iteration 34Q: 3 clusters Score -2.443544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207752 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -24435410.000000 Penalty: 6076.483398
	Iteration 35Q: 3 clusters Score -2.443541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207768 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -24435386.000000 Penalty: 6076.483398
	Iteration 36Q: 3 clusters Score -2.443539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207779 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -24435406.000000 Penalty: 6076.483398
	Iteration 37Q: 3 clusters Score -2.443541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207784 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24435402.000000 Penalty: 6076.483398
	Iteration 38Q: 3 clusters Score -2.44354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207788 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24435400.000000 Penalty: 6076.483398
	Iteration 39Q: 3 clusters Score -2.44354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207793 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24435436.000000 Penalty: 6076.483398
	Iteration 40F: 3 clusters Score -2.443544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207802 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24435402.000000 Penalty: 6076.483398
	Iteration 41Q: 3 clusters Score -2.44354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207808 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -24435406.000000 Penalty: 6076.483398
	Iteration 42Q: 3 clusters Score -2.443541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207811 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -24435424.000000 Penalty: 6076.483398
	Iteration 43Q: 3 clusters Score -2.443542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207810 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -24435420.000000 Penalty: 6076.483398
	Iteration 44Q: 3 clusters Score -2.443542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207814 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -24435428.000000 Penalty: 6076.483398
	Iteration 45Q: 3 clusters Score -2.443543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207816 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -24435450.000000 Penalty: 6076.483398
	Iteration 46Q: 3 clusters Score -2.443545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207824 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -24435456.000000 Penalty: 6076.483398
	Iteration 47Q: 3 clusters Score -2.443546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207833 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -24435454.000000 Penalty: 6076.483398
	Iteration 48Q: 3 clusters Score -2.443545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207835 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -24435472.000000 Penalty: 6076.483398
	Iteration 49Q: 3 clusters Score -2.443547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207843 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -24435480.000000 Penalty: 6076.483398
	Iteration 50Q: 3 clusters Score -2.443548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207852 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -24435460.000000 Penalty: 6076.483398
	Iteration 51Q: 3 clusters Score -2.443546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207852 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -24435470.000000 Penalty: 6076.483398
	Iteration 52Q: 3 clusters Score -2.443547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207857 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -24435472.000000 Penalty: 6076.483398
	Iteration 53Q: 3 clusters Score -2.443547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207861 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -24435502.000000 Penalty: 6076.483398
	Iteration 54Q: 3 clusters Score -2.44355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207863 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -24435506.000000 Penalty: 6076.483398
	Iteration 55Q: 3 clusters Score -2.443551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207870 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -24435504.000000 Penalty: 6076.483398
	Iteration 56Q: 3 clusters Score -2.44355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207879 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -24435508.000000 Penalty: 6076.483398
	Iteration 57Q: 3 clusters Score -2.443551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207887 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24435512.000000 Penalty: 6076.483398
	Iteration 58Q: 3 clusters Score -2.443551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207898 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -24435522.000000 Penalty: 6076.483398
	Iteration 59Q: 3 clusters Score -2.443552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207905 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -24435526.000000 Penalty: 6076.483398
	Iteration 60F: 3 clusters Score -2.443553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207915 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -24435558.000000 Penalty: 6076.483398
	Iteration 61Q: 3 clusters Score -2.443556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207920 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -24435588.000000 Penalty: 6076.483398
	Iteration 62Q: 3 clusters Score -2.443559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207934 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -24435618.000000 Penalty: 6076.483398
	Iteration 63Q: 3 clusters Score -2.443562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207943 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -24435622.000000 Penalty: 6076.483398
	Iteration 64Q: 3 clusters Score -2.443562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207955 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -24435606.000000 Penalty: 6076.483398
	Iteration 65Q: 3 clusters Score -2.443561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -24435616.000000 Penalty: 6076.483398
	Iteration 66Q: 3 clusters Score -2.443562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207970 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -24435604.000000 Penalty: 6076.483398
	Iteration 67Q: 3 clusters Score -2.44356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207979 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24435610.000000 Penalty: 6076.483398
	Iteration 68Q: 3 clusters Score -2.443561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207989 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -24435620.000000 Penalty: 6076.483398
	Iteration 69Q: 3 clusters Score -2.443562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207990 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24435620.000000 Penalty: 6076.483398
	Iteration 70Q: 3 clusters Score -2.443562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207994 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -24435604.000000 Penalty: 6076.483398
	Iteration 71Q: 3 clusters Score -2.44356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207998 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -24435618.000000 Penalty: 6076.483398
	Iteration 72Q: 3 clusters Score -2.443562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208002 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -24435616.000000 Penalty: 6076.483398
	Iteration 73Q: 3 clusters Score -2.443562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208002 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -24435608.000000 Penalty: 6076.483398
	Iteration 74Q: 3 clusters Score -2.443561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208001 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -24435640.000000 Penalty: 6076.483398
	Iteration 75Q: 3 clusters Score -2.443564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208004 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -24435654.000000 Penalty: 6076.483398
	Iteration 76Q: 3 clusters Score -2.443565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208008 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -24435658.000000 Penalty: 6076.483398
	Iteration 77Q: 3 clusters Score -2.443566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208009 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -24435658.000000 Penalty: 6076.483398
	Iteration 78Q: 3 clusters Score -2.443566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208010 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -24435674.000000 Penalty: 6076.483398
	Iteration 79Q: 3 clusters Score -2.443567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -24435656.000000 Penalty: 6076.483398
	Iteration 80F: 3 clusters Score -2.443566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208013 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24435678.000000 Penalty: 6076.483398
	Iteration 81Q: 3 clusters Score -2.443568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208013 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24435682.000000 Penalty: 6076.483398
	Iteration 82Q: 3 clusters Score -2.443568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208013 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24435682.000000 Penalty: 6076.483398
	Iteration 83Q: 3 clusters Score -2.443568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208010 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -24435682.000000 Penalty: 6076.483398
	Iteration 84Q: 3 clusters Score -2.443568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -24435678.000000 Penalty: 6076.483398
	Iteration 85Q: 3 clusters Score -2.443568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -24435676.000000 Penalty: 6076.483398
	Iteration 86Q: 3 clusters Score -2.443568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208012 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -24435666.000000 Penalty: 6076.483398
	Iteration 87Q: 3 clusters Score -2.443567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208014 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24435664.000000 Penalty: 6076.483398
	Iteration 88Q: 3 clusters Score -2.443566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208015 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -24435662.000000 Penalty: 6076.483398
	Iteration 89Q: 3 clusters Score -2.443566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208014 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24435648.000000 Penalty: 6076.483398
	Iteration 90Q: 3 clusters Score -2.443565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208014 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24435648.000000 Penalty: 6076.483398
	Iteration 91F: 3 clusters Score -2.443565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -219076.953125 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -219077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -216516.843750 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -216516.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -216928.328125 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -216928.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217047.906250 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -217047.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -217112.562500 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -217112.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217149.250000 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -217149.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -217181.781250 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -217181.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217206.468750 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -217206.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -217223.015625 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -217223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217235.562500 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -217235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217245.515625 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -217245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217250.421875 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -217250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217254.203125 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -217254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -217257.437500 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -217257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217258.921875 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -217258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -217259.125000 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -217259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217261.640625 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -217261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217263.984375 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -217264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217266.812500 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -217266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217268.078125 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -217268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217268.078125 Penalty: 3746.949951
	Iteration 19F: 3 clusters Score -217268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Entering Unmasked Estep 
Score: -15111703.000000 Penalty: 2915.413330
	Iteration 0F: 2 clusters Score -1.51117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -15026275.000000 Penalty: 5830.826660
	Iteration 0F: 3 clusters Score -1.502628e+07 nChanged 60837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -15061512.000000 Penalty: 5830.826660
	Iteration 1F: 3 clusters Score -1.506151e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -15062306.000000 Penalty: 5830.826660
	Iteration 2Q: 3 clusters Score -1.506231e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -15063141.000000 Penalty: 5830.826660
	Iteration 3Q: 3 clusters Score -1.506314e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -15064327.000000 Penalty: 5830.826660
	Iteration 4Q: 3 clusters Score -1.506433e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -15065793.000000 Penalty: 5830.826660
	Iteration 5Q: 3 clusters Score -1.506579e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -15068178.000000 Penalty: 5830.826660
	Iteration 6Q: 3 clusters Score -1.506818e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -15071922.000000 Penalty: 5830.826660
	Iteration 7F: 3 clusters Score -1.507192e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -15077881.000000 Penalty: 5830.826660
	Iteration 8F: 3 clusters Score -1.507788e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -15086089.000000 Penalty: 5830.826660
	Iteration 9F: 3 clusters Score -1.508609e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -15094885.000000 Penalty: 5830.826660
	Iteration 10F: 3 clusters Score -1.509488e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -15101768.000000 Penalty: 5830.826660
	Iteration 11F: 3 clusters Score -1.510177e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123667 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -15105816.000000 Penalty: 5830.826660
	Iteration 12Q: 3 clusters Score -1.510582e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15107619.000000 Penalty: 5830.826660
	Iteration 13Q: 3 clusters Score -1.510762e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -15108381.000000 Penalty: 5830.826660
	Iteration 14Q: 3 clusters Score -1.510838e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15108745.000000 Penalty: 5830.826660
	Iteration 15Q: 3 clusters Score -1.510874e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15108933.000000 Penalty: 5830.826660
	Iteration 16Q: 3 clusters Score -1.510893e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -15108997.000000 Penalty: 5830.826660
	Iteration 17Q: 3 clusters Score -1.5109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127093 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15109047.000000 Penalty: 5830.826660
	Iteration 18Q: 3 clusters Score -1.510905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15109052.000000 Penalty: 5830.826660
	Iteration 19Q: 3 clusters Score -1.510905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15109076.000000 Penalty: 5830.826660
	Iteration 20F: 3 clusters Score -1.510908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15109085.000000 Penalty: 5830.826660
	Iteration 21Q: 3 clusters Score -1.510908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127132 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15109092.000000 Penalty: 5830.826660
	Iteration 22Q: 3 clusters Score -1.510909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127134 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15109091.000000 Penalty: 5830.826660
	Iteration 23Q: 3 clusters Score -1.510909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127136 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15109108.000000 Penalty: 5830.826660
	Iteration 24Q: 3 clusters Score -1.510911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127140 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15109101.000000 Penalty: 5830.826660
	Iteration 25Q: 3 clusters Score -1.51091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -15109105.000000 Penalty: 5830.826660
	Iteration 26Q: 3 clusters Score -1.51091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15109109.000000 Penalty: 5830.826660
	Iteration 27Q: 3 clusters Score -1.510911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15109109.000000 Penalty: 5830.826660
	Iteration 28F: 3 clusters Score -1.510911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Entering Unmasked Estep 
Score: -9160377.000000 Penalty: 2791.415527
	Iteration 0F: 2 clusters Score -9160377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -9108341.000000 Penalty: 5582.831055
	Iteration 0F: 3 clusters Score -9108341 nChanged 36333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -9129113.000000 Penalty: 5582.831055
	Iteration 1F: 3 clusters Score -9129113 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -9130166.000000 Penalty: 5582.831055
	Iteration 2Q: 3 clusters Score -9130166 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9131478.000000 Penalty: 5582.831055
	Iteration 3Q: 3 clusters Score -9131478 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -9133676.000000 Penalty: 5582.831055
	Iteration 4F: 3 clusters Score -9133676 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -9137387.000000 Penalty: 5582.831055
	Iteration 5F: 3 clusters Score -9137387 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -9142542.000000 Penalty: 5582.831055
	Iteration 6F: 3 clusters Score -9142542 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -9148044.000000 Penalty: 5582.831055
	Iteration 7F: 3 clusters Score -9148044 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -9152766.000000 Penalty: 5582.831055
	Iteration 8F: 3 clusters Score -9152766 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -9155694.000000 Penalty: 5582.831055
	Iteration 9Q: 3 clusters Score -9155694 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -9157019.000000 Penalty: 5582.831055
	Iteration 10Q: 3 clusters Score -9157019 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -9157634.000000 Penalty: 5582.831055
	Iteration 11Q: 3 clusters Score -9157634 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -9157920.000000 Penalty: 5582.831055
	Iteration 12Q: 3 clusters Score -9157920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -9158037.000000 Penalty: 5582.831055
	Iteration 13Q: 3 clusters Score -9158037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -9158068.000000 Penalty: 5582.831055
	Iteration 14Q: 3 clusters Score -9158068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -9158139.000000 Penalty: 5582.831055
	Iteration 15Q: 3 clusters Score -9158139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -9158210.000000 Penalty: 5582.831055
	Iteration 16Q: 3 clusters Score -9158210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -9158225.000000 Penalty: 5582.831055
	Iteration 17Q: 3 clusters Score -9158225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -9158260.000000 Penalty: 5582.831055
	Iteration 18Q: 3 clusters Score -9158260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -9158264.000000 Penalty: 5582.831055
	Iteration 19Q: 3 clusters Score -9158264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -9158272.000000 Penalty: 5582.831055
	Iteration 20F: 3 clusters Score -9158272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -9158258.000000 Penalty: 5582.831055
	Iteration 21Q: 3 clusters Score -9158258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 76778 members 
Entering Unmasked Estep 
Score: -9158262.000000 Penalty: 5582.831055
	Iteration 22Q: 3 clusters Score -9158262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 76778 members 
Entering Unmasked Estep 
Score: -9158264.000000 Penalty: 5582.831055
	Iteration 23Q: 3 clusters Score -9158264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -9158276.000000 Penalty: 5582.831055
	Iteration 24Q: 3 clusters Score -9158276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -9158276.000000 Penalty: 5582.831055
	Iteration 25Q: 3 clusters Score -9158276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -9158279.000000 Penalty: 5582.831055
	Iteration 26Q: 3 clusters Score -9158279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -9158289.000000 Penalty: 5582.831055
	Iteration 27Q: 3 clusters Score -9158289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -9158292.000000 Penalty: 5582.831055
	Iteration 28Q: 3 clusters Score -9158292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -9158298.000000 Penalty: 5582.831055
	Iteration 29Q: 3 clusters Score -9158298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -9158298.000000 Penalty: 5582.831055
	Iteration 30Q: 3 clusters Score -9158298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -9158293.000000 Penalty: 5582.831055
	Iteration 31Q: 3 clusters Score -9158293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -9158291.000000 Penalty: 5582.831055
	Iteration 32Q: 3 clusters Score -9158291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -9158297.000000 Penalty: 5582.831055
	Iteration 33Q: 3 clusters Score -9158297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -9158297.000000 Penalty: 5582.831055
	Iteration 34Q: 3 clusters Score -9158297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -9158297.000000 Penalty: 5582.831055
	Iteration 35F: 3 clusters Score -9158297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Entering Unmasked Estep 
Score: -5407877.500000 Penalty: 2659.670410
	Iteration 0F: 2 clusters Score -5407878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -5377198.000000 Penalty: 5319.340820
	Iteration 0F: 3 clusters Score -5377198 nChanged 20900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5388869.500000 Penalty: 5319.340820
	Iteration 1F: 3 clusters Score -5388870 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5389464.500000 Penalty: 5319.340820
	Iteration 2Q: 3 clusters Score -5389464 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -5390043.000000 Penalty: 5319.340820
	Iteration 3Q: 3 clusters Score -5390043 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5390579.500000 Penalty: 5319.340820
	Iteration 4Q: 3 clusters Score -5390580 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5391356.500000 Penalty: 5319.340820
	Iteration 5Q: 3 clusters Score -5391356 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -5392294.500000 Penalty: 5319.340820
	Iteration 6Q: 3 clusters Score -5392294 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5393537.000000 Penalty: 5319.340820
	Iteration 7Q: 3 clusters Score -5393537 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5395198.000000 Penalty: 5319.340820
	Iteration 8F: 3 clusters Score -5395198 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5397258.500000 Penalty: 5319.340820
	Iteration 9F: 3 clusters Score -5397258 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -5399682.500000 Penalty: 5319.340820
	Iteration 10F: 3 clusters Score -5399682 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -5401807.000000 Penalty: 5319.340820
	Iteration 11F: 3 clusters Score -5401807 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5403367.000000 Penalty: 5319.340820
	Iteration 12Q: 3 clusters Score -5403367 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5404357.500000 Penalty: 5319.340820
	Iteration 13Q: 3 clusters Score -5404358 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5404859.000000 Penalty: 5319.340820
	Iteration 14Q: 3 clusters Score -5404859 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5405149.500000 Penalty: 5319.340820
	Iteration 15Q: 3 clusters Score -5405150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5405290.000000 Penalty: 5319.340820
	Iteration 16Q: 3 clusters Score -5405290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5405418.000000 Penalty: 5319.340820
	Iteration 17Q: 3 clusters Score -5405418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5405463.500000 Penalty: 5319.340820
	Iteration 18Q: 3 clusters Score -5405464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5405501.500000 Penalty: 5319.340820
	Iteration 19Q: 3 clusters Score -5405502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5405525.500000 Penalty: 5319.340820
	Iteration 20F: 3 clusters Score -5405526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5405545.000000 Penalty: 5319.340820
	Iteration 21Q: 3 clusters Score -5405545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5405572.500000 Penalty: 5319.340820
	Iteration 22Q: 3 clusters Score -5405572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5405581.500000 Penalty: 5319.340820
	Iteration 23Q: 3 clusters Score -5405582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5405582.500000 Penalty: 5319.340820
	Iteration 24Q: 3 clusters Score -5405582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5405583.500000 Penalty: 5319.340820
	Iteration 25Q: 3 clusters Score -5405584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5405591.500000 Penalty: 5319.340820
	Iteration 26Q: 3 clusters Score -5405592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5405602.000000 Penalty: 5319.340820
	Iteration 27Q: 3 clusters Score -5405602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5405604.500000 Penalty: 5319.340820
	Iteration 28Q: 3 clusters Score -5405604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5405620.500000 Penalty: 5319.340820
	Iteration 29Q: 3 clusters Score -5405620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5405619.500000 Penalty: 5319.340820
	Iteration 30Q: 3 clusters Score -5405620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5405622.000000 Penalty: 5319.340820
	Iteration 31Q: 3 clusters Score -5405622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5405622.000000 Penalty: 5319.340820
	Iteration 32Q: 3 clusters Score -5405622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5405625.000000 Penalty: 5319.340820
	Iteration 33Q: 3 clusters Score -5405625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5405627.000000 Penalty: 5319.340820
	Iteration 34Q: 3 clusters Score -5405627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5405626.500000 Penalty: 5319.340820
	Iteration 35Q: 3 clusters Score -5405626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5405626.500000 Penalty: 5319.340820
	Iteration 36F: 3 clusters Score -5405626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Entering Unmasked Estep 
Score: -8267816.000000 Penalty: 2776.374512
	Iteration 0F: 2 clusters Score -8267816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -8219021.500000 Penalty: 5552.749023
	Iteration 0F: 3 clusters Score -8219022 nChanged 34219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -8238059.000000 Penalty: 5552.749023
	Iteration 1F: 3 clusters Score -8238059 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -8238619.500000 Penalty: 5552.749023
	Iteration 2Q: 3 clusters Score -8238620 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -8239108.000000 Penalty: 5552.749023
	Iteration 3Q: 3 clusters Score -8239108 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8239629.000000 Penalty: 5552.749023
	Iteration 4Q: 3 clusters Score -8239629 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -8240255.500000 Penalty: 5552.749023
	Iteration 5Q: 3 clusters Score -8240256 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -8241142.000000 Penalty: 5552.749023
	Iteration 6Q: 3 clusters Score -8241142 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8242550.500000 Penalty: 5552.749023
	Iteration 7Q: 3 clusters Score -8242550 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -8245072.000000 Penalty: 5552.749023
	Iteration 8F: 3 clusters Score -8245072 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -8249324.000000 Penalty: 5552.749023
	Iteration 9F: 3 clusters Score -8249324 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -8254949.000000 Penalty: 5552.749023
	Iteration 10F: 3 clusters Score -8254949 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -8260363.500000 Penalty: 5552.749023
	Iteration 11F: 3 clusters Score -8260364 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -8263533.000000 Penalty: 5552.749023
	Iteration 12Q: 3 clusters Score -8263533 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -8264729.000000 Penalty: 5552.749023
	Iteration 13Q: 3 clusters Score -8264729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8265103.000000 Penalty: 5552.749023
	Iteration 14Q: 3 clusters Score -8265103 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -8265230.000000 Penalty: 5552.749023
	Iteration 15Q: 3 clusters Score -8265230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -8265290.000000 Penalty: 5552.749023
	Iteration 16Q: 3 clusters Score -8265290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -8265323.500000 Penalty: 5552.749023
	Iteration 17Q: 3 clusters Score -8265324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -8265343.000000 Penalty: 5552.749023
	Iteration 18Q: 3 clusters Score -8265343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -8265350.500000 Penalty: 5552.749023
	Iteration 19Q: 3 clusters Score -8265350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -8265364.000000 Penalty: 5552.749023
	Iteration 20F: 3 clusters Score -8265364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -8265365.000000 Penalty: 5552.749023
	Iteration 21Q: 3 clusters Score -8265365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -8265361.000000 Penalty: 5552.749023
	Iteration 22Q: 3 clusters Score -8265361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -8265361.000000 Penalty: 5552.749023
	Iteration 23F: 3 clusters Score -8265361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Entering Unmasked Estep 
Score: -1209068.750000 Penalty: 2293.174805
	Iteration 0F: 2 clusters Score -1209069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1201127.625000 Penalty: 4586.349609
	Iteration 0F: 3 clusters Score -1201128 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1203467.750000 Penalty: 4586.349609
	Iteration 1F: 3 clusters Score -1203468 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1203818.750000 Penalty: 4586.349609
	Iteration 2F: 3 clusters Score -1203819 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1204089.625000 Penalty: 4586.349609
	Iteration 3F: 3 clusters Score -1204090 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1204328.750000 Penalty: 4586.349609
	Iteration 4Q: 3 clusters Score -1204329 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1204526.375000 Penalty: 4586.349609
	Iteration 5Q: 3 clusters Score -1204526 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1204696.375000 Penalty: 4586.349609
	Iteration 6Q: 3 clusters Score -1204696 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1204858.500000 Penalty: 4586.349609
	Iteration 7Q: 3 clusters Score -1204858 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1205021.000000 Penalty: 4586.349609
	Iteration 8Q: 3 clusters Score -1205021 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1205182.875000 Penalty: 4586.349609
	Iteration 9Q: 3 clusters Score -1205183 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1205348.125000 Penalty: 4586.349609
	Iteration 10Q: 3 clusters Score -1205348 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1205510.500000 Penalty: 4586.349609
	Iteration 11Q: 3 clusters Score -1205510 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1205692.750000 Penalty: 4586.349609
	Iteration 12Q: 3 clusters Score -1205693 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1205857.250000 Penalty: 4586.349609
	Iteration 13Q: 3 clusters Score -1205857 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1206025.750000 Penalty: 4586.349609
	Iteration 14Q: 3 clusters Score -1206026 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1206210.375000 Penalty: 4586.349609
	Iteration 15Q: 3 clusters Score -1206210 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1206366.625000 Penalty: 4586.349609
	Iteration 16Q: 3 clusters Score -1206367 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1206474.750000 Penalty: 4586.349609
	Iteration 17Q: 3 clusters Score -1206475 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1206570.375000 Penalty: 4586.349609
	Iteration 18Q: 3 clusters Score -1206570 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1206657.375000 Penalty: 4586.349609
	Iteration 19Q: 3 clusters Score -1206657 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1206735.875000 Penalty: 4586.349609
	Iteration 20F: 3 clusters Score -1206736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1206789.750000 Penalty: 4586.349609
	Iteration 21Q: 3 clusters Score -1206790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1206831.625000 Penalty: 4586.349609
	Iteration 22Q: 3 clusters Score -1206832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1206859.625000 Penalty: 4586.349609
	Iteration 23Q: 3 clusters Score -1206860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1206881.125000 Penalty: 4586.349609
	Iteration 24Q: 3 clusters Score -1206881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1206906.625000 Penalty: 4586.349609
	Iteration 25Q: 3 clusters Score -1206907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1206920.375000 Penalty: 4586.349609
	Iteration 26Q: 3 clusters Score -1206920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1206940.875000 Penalty: 4586.349609
	Iteration 27Q: 3 clusters Score -1206941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1206951.500000 Penalty: 4586.349609
	Iteration 28Q: 3 clusters Score -1206952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1206958.500000 Penalty: 4586.349609
	Iteration 29Q: 3 clusters Score -1206958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1206973.750000 Penalty: 4586.349609
	Iteration 30Q: 3 clusters Score -1206974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1206979.625000 Penalty: 4586.349609
	Iteration 31Q: 3 clusters Score -1206980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1206990.875000 Penalty: 4586.349609
	Iteration 32Q: 3 clusters Score -1206991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1206997.875000 Penalty: 4586.349609
	Iteration 33Q: 3 clusters Score -1206998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1207001.625000 Penalty: 4586.349609
	Iteration 34Q: 3 clusters Score -1207002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1207015.000000 Penalty: 4586.349609
	Iteration 35Q: 3 clusters Score -1207015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1207025.625000 Penalty: 4586.349609
	Iteration 36Q: 3 clusters Score -1207026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1207034.500000 Penalty: 4586.349609
	Iteration 37Q: 3 clusters Score -1207034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1207042.375000 Penalty: 4586.349609
	Iteration 38Q: 3 clusters Score -1207042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1207048.500000 Penalty: 4586.349609
	Iteration 39Q: 3 clusters Score -1207048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1207052.250000 Penalty: 4586.349609
	Iteration 40F: 3 clusters Score -1207052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1207056.125000 Penalty: 4586.349609
	Iteration 41Q: 3 clusters Score -1207056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1207055.875000 Penalty: 4586.349609
	Iteration 42Q: 3 clusters Score -1207056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1207061.125000 Penalty: 4586.349609
	Iteration 43Q: 3 clusters Score -1207061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1207061.250000 Penalty: 4586.349609
	Iteration 44Q: 3 clusters Score -1207061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1207061.500000 Penalty: 4586.349609
	Iteration 45Q: 3 clusters Score -1207062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1207062.625000 Penalty: 4586.349609
	Iteration 46Q: 3 clusters Score -1207063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1207063.875000 Penalty: 4586.349609
	Iteration 47Q: 3 clusters Score -1207064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1207064.625000 Penalty: 4586.349609
	Iteration 48Q: 3 clusters Score -1207065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1207067.750000 Penalty: 4586.349609
	Iteration 49Q: 3 clusters Score -1207068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1207068.000000 Penalty: 4586.349609
	Iteration 50Q: 3 clusters Score -1207068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1207068.000000 Penalty: 4586.349609
	Iteration 51F: 3 clusters Score -1207068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51343.105469 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51343.11 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51533.058594 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51533.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51608.253906 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51608.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51652.726562 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51652.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51683.816406 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51683.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51720.480469 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51720.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51759.351562 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51759.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51804.746094 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -51804.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51859.566406 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -51859.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51897.203125 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -51897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51913.636719 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -51913.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51925.175781 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -51925.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51928.710938 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -51928.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51930.074219 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -51930.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51932.101562 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -51932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51932.781250 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -51932.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51932.781250 Penalty: 3107.589355
	Iteration 16F: 3 clusters Score -51932.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Entering Unmasked Estep 
Score: -6078641.500000 Penalty: 2690.553711
	Iteration 0F: 2 clusters Score -6078642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -6043979.000000 Penalty: 5381.107422
	Iteration 0F: 3 clusters Score -6043979 nChanged 23782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -6057264.000000 Penalty: 5381.107422
	Iteration 1F: 3 clusters Score -6057264 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -6057737.000000 Penalty: 5381.107422
	Iteration 2Q: 3 clusters Score -6057737 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -6058217.000000 Penalty: 5381.107422
	Iteration 3Q: 3 clusters Score -6058217 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -6058640.500000 Penalty: 5381.107422
	Iteration 4Q: 3 clusters Score -6058640 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -6059140.500000 Penalty: 5381.107422
	Iteration 5Q: 3 clusters Score -6059140 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -6059823.000000 Penalty: 5381.107422
	Iteration 6Q: 3 clusters Score -6059823 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6060849.500000 Penalty: 5381.107422
	Iteration 7Q: 3 clusters Score -6060850 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -6062220.500000 Penalty: 5381.107422
	Iteration 8Q: 3 clusters Score -6062220 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -6064126.000000 Penalty: 5381.107422
	Iteration 9F: 3 clusters Score -6064126 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -6066376.500000 Penalty: 5381.107422
	Iteration 10F: 3 clusters Score -6066376 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6068865.000000 Penalty: 5381.107422
	Iteration 11F: 3 clusters Score -6068865 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -6071150.000000 Penalty: 5381.107422
	Iteration 12F: 3 clusters Score -6071150 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6072927.000000 Penalty: 5381.107422
	Iteration 13Q: 3 clusters Score -6072927 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6074141.500000 Penalty: 5381.107422
	Iteration 14Q: 3 clusters Score -6074142 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6074991.500000 Penalty: 5381.107422
	Iteration 15Q: 3 clusters Score -6074992 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6075453.000000 Penalty: 5381.107422
	Iteration 16Q: 3 clusters Score -6075453 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6075767.000000 Penalty: 5381.107422
	Iteration 17Q: 3 clusters Score -6075767 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6075972.500000 Penalty: 5381.107422
	Iteration 18Q: 3 clusters Score -6075972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6076085.500000 Penalty: 5381.107422
	Iteration 19Q: 3 clusters Score -6076086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6076186.000000 Penalty: 5381.107422
	Iteration 20F: 3 clusters Score -6076186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6076223.000000 Penalty: 5381.107422
	Iteration 21Q: 3 clusters Score -6076223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6076257.000000 Penalty: 5381.107422
	Iteration 22Q: 3 clusters Score -6076257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6076270.000000 Penalty: 5381.107422
	Iteration 23Q: 3 clusters Score -6076270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6076283.500000 Penalty: 5381.107422
	Iteration 24Q: 3 clusters Score -6076284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6076288.000000 Penalty: 5381.107422
	Iteration 25Q: 3 clusters Score -6076288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6076307.000000 Penalty: 5381.107422
	Iteration 26Q: 3 clusters Score -6076307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6076306.000000 Penalty: 5381.107422
	Iteration 27Q: 3 clusters Score -6076306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6076322.500000 Penalty: 5381.107422
	Iteration 28Q: 3 clusters Score -6076322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6076320.000000 Penalty: 5381.107422
	Iteration 29Q: 3 clusters Score -6076320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6076329.500000 Penalty: 5381.107422
	Iteration 30Q: 3 clusters Score -6076330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6076342.000000 Penalty: 5381.107422
	Iteration 31Q: 3 clusters Score -6076342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6076344.000000 Penalty: 5381.107422
	Iteration 32Q: 3 clusters Score -6076344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6076347.500000 Penalty: 5381.107422
	Iteration 33Q: 3 clusters Score -6076348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6076348.500000 Penalty: 5381.107422
	Iteration 34Q: 3 clusters Score -6076348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6076355.500000 Penalty: 5381.107422
	Iteration 35Q: 3 clusters Score -6076356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6076363.000000 Penalty: 5381.107422
	Iteration 36Q: 3 clusters Score -6076363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6076370.000000 Penalty: 5381.107422
	Iteration 37Q: 3 clusters Score -6076370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6076371.500000 Penalty: 5381.107422
	Iteration 38Q: 3 clusters Score -6076372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6076369.500000 Penalty: 5381.107422
	Iteration 39Q: 3 clusters Score -6076370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6076367.500000 Penalty: 5381.107422
	Iteration 40F: 3 clusters Score -6076368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6076377.000000 Penalty: 5381.107422
	Iteration 41Q: 3 clusters Score -6076377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6076383.500000 Penalty: 5381.107422
	Iteration 42Q: 3 clusters Score -6076384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6076379.000000 Penalty: 5381.107422
	Iteration 43Q: 3 clusters Score -6076379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6076380.000000 Penalty: 5381.107422
	Iteration 44Q: 3 clusters Score -6076380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6076380.500000 Penalty: 5381.107422
	Iteration 45Q: 3 clusters Score -6076380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6076380.000000 Penalty: 5381.107422
	Iteration 46Q: 3 clusters Score -6076380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6076387.000000 Penalty: 5381.107422
	Iteration 47Q: 3 clusters Score -6076387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6076388.500000 Penalty: 5381.107422
	Iteration 48Q: 3 clusters Score -6076388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6076387.500000 Penalty: 5381.107422
	Iteration 49Q: 3 clusters Score -6076388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6076387.500000 Penalty: 5381.107422
	Iteration 50F: 3 clusters Score -6076388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (325540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325540 members 
Entering Unmasked Estep 
Score: -38017112.000000 Penalty: 3147.923584
	Iteration 0F: 2 clusters Score -3.801711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162965 members 
Mstep: Class 2 contains 162575 members 
Entering Unmasked Estep 
Score: -37808564.000000 Penalty: 6295.847168
	Iteration 0F: 3 clusters Score -3.780856e+07 nChanged 158134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -37901532.000000 Penalty: 6295.847168
	Iteration 1F: 3 clusters Score -3.790153e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -37903172.000000 Penalty: 6295.847168
	Iteration 2Q: 3 clusters Score -3.790317e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -37905492.000000 Penalty: 6295.847168
	Iteration 3Q: 3 clusters Score -3.790549e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183900 members 
Mstep: Class 2 contains 141640 members 
Entering Unmasked Estep 
Score: -37909456.000000 Penalty: 6295.847168
	Iteration 4Q: 3 clusters Score -3.790946e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196074 members 
Mstep: Class 2 contains 129466 members 
Entering Unmasked Estep 
Score: -37917352.000000 Penalty: 6295.847168
	Iteration 5Q: 3 clusters Score -3.791735e+07 nChanged 21744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213748 members 
Mstep: Class 2 contains 111792 members 
Entering Unmasked Estep 
Score: -37930804.000000 Penalty: 6295.847168
	Iteration 6F: 3 clusters Score -3.79308e+07 nChanged 26329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236505 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -37951760.000000 Penalty: 6295.847168
	Iteration 7F: 3 clusters Score -3.795176e+07 nChanged 25759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259160 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -37975172.000000 Penalty: 6295.847168
	Iteration 8F: 3 clusters Score -3.797517e+07 nChanged 19284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275562 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -37994124.000000 Penalty: 6295.847168
	Iteration 9F: 3 clusters Score -3.799412e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284514 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -38005856.000000 Penalty: 6295.847168
	Iteration 10Q: 3 clusters Score -3.800586e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289280 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -38011696.000000 Penalty: 6295.847168
	Iteration 11Q: 3 clusters Score -3.80117e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292723 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -38014536.000000 Penalty: 6295.847168
	Iteration 12Q: 3 clusters Score -3.801454e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295557 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -38016416.000000 Penalty: 6295.847168
	Iteration 13Q: 3 clusters Score -3.801642e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297888 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -38018036.000000 Penalty: 6295.847168
	Iteration 14Q: 3 clusters Score -3.801804e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299959 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -38019024.000000 Penalty: 6295.847168
	Iteration 15Q: 3 clusters Score -3.801902e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301767 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -38019784.000000 Penalty: 6295.847168
	Iteration 16Q: 3 clusters Score -3.801978e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303467 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -38020080.000000 Penalty: 6295.847168
	Iteration 17Q: 3 clusters Score -3.802008e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305068 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -38020348.000000 Penalty: 6295.847168
	Iteration 18Q: 3 clusters Score -3.802035e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306589 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -38020720.000000 Penalty: 6295.847168
	Iteration 19Q: 3 clusters Score -3.802072e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308056 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -38020896.000000 Penalty: 6295.847168
	Iteration 20F: 3 clusters Score -3.80209e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309432 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -38020888.000000 Penalty: 6295.847168
	Iteration 21Q: 3 clusters Score -3.802089e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310634 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -38020584.000000 Penalty: 6295.847168
	Iteration 22Q: 3 clusters Score -3.802058e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311753 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -38020536.000000 Penalty: 6295.847168
	Iteration 23Q: 3 clusters Score -3.802054e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312836 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -38020404.000000 Penalty: 6295.847168
	Iteration 24Q: 3 clusters Score -3.80204e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313822 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -38019912.000000 Penalty: 6295.847168
	Iteration 25Q: 3 clusters Score -3.801991e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314723 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -38019652.000000 Penalty: 6295.847168
	Iteration 26Q: 3 clusters Score -3.801965e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315543 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -38019556.000000 Penalty: 6295.847168
	Iteration 27Q: 3 clusters Score -3.801956e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316264 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -38019380.000000 Penalty: 6295.847168
	Iteration 28Q: 3 clusters Score -3.801938e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316924 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -38019192.000000 Penalty: 6295.847168
	Iteration 29Q: 3 clusters Score -3.801919e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317534 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -38019000.000000 Penalty: 6295.847168
	Iteration 30Q: 3 clusters Score -3.8019e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318091 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -38018804.000000 Penalty: 6295.847168
	Iteration 31Q: 3 clusters Score -3.80188e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318607 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -38018596.000000 Penalty: 6295.847168
	Iteration 32Q: 3 clusters Score -3.80186e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319096 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -38018508.000000 Penalty: 6295.847168
	Iteration 33Q: 3 clusters Score -3.801851e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319521 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -38018396.000000 Penalty: 6295.847168
	Iteration 34Q: 3 clusters Score -3.80184e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319867 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -38018240.000000 Penalty: 6295.847168
	Iteration 35Q: 3 clusters Score -3.801824e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320162 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -38018092.000000 Penalty: 6295.847168
	Iteration 36Q: 3 clusters Score -3.801809e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320449 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -38017916.000000 Penalty: 6295.847168
	Iteration 37Q: 3 clusters Score -3.801792e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320705 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -38017820.000000 Penalty: 6295.847168
	Iteration 38Q: 3 clusters Score -3.801782e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320948 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -38017640.000000 Penalty: 6295.847168
	Iteration 39Q: 3 clusters Score -3.801764e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321178 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -38017508.000000 Penalty: 6295.847168
	Iteration 40F: 3 clusters Score -3.801751e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321384 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -38017348.000000 Penalty: 6295.847168
	Iteration 41Q: 3 clusters Score -3.801735e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321566 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -38017168.000000 Penalty: 6295.847168
	Iteration 42Q: 3 clusters Score -3.801717e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321736 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -38017020.000000 Penalty: 6295.847168
	Iteration 43Q: 3 clusters Score -3.801702e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321905 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -38016932.000000 Penalty: 6295.847168
	Iteration 44Q: 3 clusters Score -3.801693e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322043 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -38016816.000000 Penalty: 6295.847168
	Iteration 45Q: 3 clusters Score -3.801682e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322167 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -38016808.000000 Penalty: 6295.847168
	Iteration 46Q: 3 clusters Score -3.801681e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322290 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -38016784.000000 Penalty: 6295.847168
	Iteration 47Q: 3 clusters Score -3.801678e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322423 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -38016744.000000 Penalty: 6295.847168
	Iteration 48Q: 3 clusters Score -3.801674e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322546 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -38016632.000000 Penalty: 6295.847168
	Iteration 49Q: 3 clusters Score -3.801663e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322653 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -38016568.000000 Penalty: 6295.847168
	Iteration 50Q: 3 clusters Score -3.801657e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322754 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -38016536.000000 Penalty: 6295.847168
	Iteration 51Q: 3 clusters Score -3.801654e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322853 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -38016552.000000 Penalty: 6295.847168
	Iteration 52Q: 3 clusters Score -3.801655e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322947 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -38016472.000000 Penalty: 6295.847168
	Iteration 53Q: 3 clusters Score -3.801647e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323018 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -38016432.000000 Penalty: 6295.847168
	Iteration 54Q: 3 clusters Score -3.801643e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323078 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -38016384.000000 Penalty: 6295.847168
	Iteration 55Q: 3 clusters Score -3.801638e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323140 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -38016328.000000 Penalty: 6295.847168
	Iteration 56Q: 3 clusters Score -3.801633e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323196 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -38016288.000000 Penalty: 6295.847168
	Iteration 57Q: 3 clusters Score -3.801629e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323249 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -38016296.000000 Penalty: 6295.847168
	Iteration 58Q: 3 clusters Score -3.80163e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323298 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -38016236.000000 Penalty: 6295.847168
	Iteration 59Q: 3 clusters Score -3.801624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323348 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -38016208.000000 Penalty: 6295.847168
	Iteration 60F: 3 clusters Score -3.801621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323383 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -38016184.000000 Penalty: 6295.847168
	Iteration 61Q: 3 clusters Score -3.801618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323410 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -38016148.000000 Penalty: 6295.847168
	Iteration 62Q: 3 clusters Score -3.801615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323435 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -38016160.000000 Penalty: 6295.847168
	Iteration 63Q: 3 clusters Score -3.801616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323460 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -38016136.000000 Penalty: 6295.847168
	Iteration 64Q: 3 clusters Score -3.801614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323493 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -38016136.000000 Penalty: 6295.847168
	Iteration 65Q: 3 clusters Score -3.801614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323528 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -38016132.000000 Penalty: 6295.847168
	Iteration 66Q: 3 clusters Score -3.801613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323559 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -38016128.000000 Penalty: 6295.847168
	Iteration 67Q: 3 clusters Score -3.801613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323585 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -38016124.000000 Penalty: 6295.847168
	Iteration 68Q: 3 clusters Score -3.801612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323612 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -38016080.000000 Penalty: 6295.847168
	Iteration 69Q: 3 clusters Score -3.801608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323637 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -38016096.000000 Penalty: 6295.847168
	Iteration 70Q: 3 clusters Score -3.80161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323662 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -38016096.000000 Penalty: 6295.847168
	Iteration 71Q: 3 clusters Score -3.80161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -38016076.000000 Penalty: 6295.847168
	Iteration 72Q: 3 clusters Score -3.801608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323701 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -38016072.000000 Penalty: 6295.847168
	Iteration 73Q: 3 clusters Score -3.801607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323724 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -38016076.000000 Penalty: 6295.847168
	Iteration 74Q: 3 clusters Score -3.801608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323744 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -38016016.000000 Penalty: 6295.847168
	Iteration 75Q: 3 clusters Score -3.801602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323766 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -38016004.000000 Penalty: 6295.847168
	Iteration 76Q: 3 clusters Score -3.8016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323800 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -38016004.000000 Penalty: 6295.847168
	Iteration 77Q: 3 clusters Score -3.8016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323831 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -38015976.000000 Penalty: 6295.847168
	Iteration 78Q: 3 clusters Score -3.801598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323859 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -38015988.000000 Penalty: 6295.847168
	Iteration 79Q: 3 clusters Score -3.801599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323884 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -38015976.000000 Penalty: 6295.847168
	Iteration 80F: 3 clusters Score -3.801598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323917 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -38015952.000000 Penalty: 6295.847168
	Iteration 81Q: 3 clusters Score -3.801595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323941 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -38015936.000000 Penalty: 6295.847168
	Iteration 82Q: 3 clusters Score -3.801594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323959 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -38016004.000000 Penalty: 6295.847168
	Iteration 83Q: 3 clusters Score -3.8016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323972 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -38016016.000000 Penalty: 6295.847168
	Iteration 84Q: 3 clusters Score -3.801602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323978 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -38016012.000000 Penalty: 6295.847168
	Iteration 85Q: 3 clusters Score -3.801601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323989 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -38015964.000000 Penalty: 6295.847168
	Iteration 86Q: 3 clusters Score -3.801596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323998 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -38016004.000000 Penalty: 6295.847168
	Iteration 87Q: 3 clusters Score -3.8016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324005 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -38015980.000000 Penalty: 6295.847168
	Iteration 88Q: 3 clusters Score -3.801598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324008 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -38015976.000000 Penalty: 6295.847168
	Iteration 89Q: 3 clusters Score -3.801598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324010 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -38015980.000000 Penalty: 6295.847168
	Iteration 90Q: 3 clusters Score -3.801598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324013 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -38015976.000000 Penalty: 6295.847168
	Iteration 91Q: 3 clusters Score -3.801598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324014 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -38015972.000000 Penalty: 6295.847168
	Iteration 92Q: 3 clusters Score -3.801597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324014 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -38015972.000000 Penalty: 6295.847168
	Iteration 93F: 3 clusters Score -3.801597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Entering Unmasked Estep 
Score: -6855834.500000 Penalty: 2719.003418
	Iteration 0F: 2 clusters Score -6855834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -6817105.000000 Penalty: 5438.006836
	Iteration 0F: 3 clusters Score -6817105 nChanged 26761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6831876.000000 Penalty: 5438.006836
	Iteration 1F: 3 clusters Score -6831876 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -6832488.000000 Penalty: 5438.006836
	Iteration 2Q: 3 clusters Score -6832488 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -6833164.000000 Penalty: 5438.006836
	Iteration 3Q: 3 clusters Score -6833164 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -6834084.500000 Penalty: 5438.006836
	Iteration 4Q: 3 clusters Score -6834084 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6835154.500000 Penalty: 5438.006836
	Iteration 5Q: 3 clusters Score -6835154 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -6836557.000000 Penalty: 5438.006836
	Iteration 6Q: 3 clusters Score -6836557 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -6838091.000000 Penalty: 5438.006836
	Iteration 7Q: 3 clusters Score -6838091 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6839777.000000 Penalty: 5438.006836
	Iteration 8F: 3 clusters Score -6839777 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -6841398.000000 Penalty: 5438.006836
	Iteration 9Q: 3 clusters Score -6841398 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -6842859.500000 Penalty: 5438.006836
	Iteration 10Q: 3 clusters Score -6842860 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -6844066.000000 Penalty: 5438.006836
	Iteration 11Q: 3 clusters Score -6844066 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -6845044.500000 Penalty: 5438.006836
	Iteration 12Q: 3 clusters Score -6845044 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6845853.000000 Penalty: 5438.006836
	Iteration 13Q: 3 clusters Score -6845853 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -6846426.000000 Penalty: 5438.006836
	Iteration 14Q: 3 clusters Score -6846426 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -6846860.000000 Penalty: 5438.006836
	Iteration 15Q: 3 clusters Score -6846860 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6847206.500000 Penalty: 5438.006836
	Iteration 16Q: 3 clusters Score -6847206 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -6847405.000000 Penalty: 5438.006836
	Iteration 17Q: 3 clusters Score -6847405 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -6847767.000000 Penalty: 5438.006836
	Iteration 18Q: 3 clusters Score -6847767 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6848030.000000 Penalty: 5438.006836
	Iteration 19Q: 3 clusters Score -6848030 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -6848303.500000 Penalty: 5438.006836
	Iteration 20F: 3 clusters Score -6848304 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -6848559.000000 Penalty: 5438.006836
	Iteration 21Q: 3 clusters Score -6848559 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -6848845.000000 Penalty: 5438.006836
	Iteration 22Q: 3 clusters Score -6848845 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -6849160.500000 Penalty: 5438.006836
	Iteration 23Q: 3 clusters Score -6849160 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6849452.500000 Penalty: 5438.006836
	Iteration 24Q: 3 clusters Score -6849452 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -6849763.500000 Penalty: 5438.006836
	Iteration 25Q: 3 clusters Score -6849764 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -6850012.000000 Penalty: 5438.006836
	Iteration 26Q: 3 clusters Score -6850012 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -6850329.000000 Penalty: 5438.006836
	Iteration 27Q: 3 clusters Score -6850329 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -6850692.500000 Penalty: 5438.006836
	Iteration 28Q: 3 clusters Score -6850692 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -6850981.000000 Penalty: 5438.006836
	Iteration 29Q: 3 clusters Score -6850981 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -6851365.500000 Penalty: 5438.006836
	Iteration 30Q: 3 clusters Score -6851366 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6851708.500000 Penalty: 5438.006836
	Iteration 31Q: 3 clusters Score -6851708 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -6852003.000000 Penalty: 5438.006836
	Iteration 32Q: 3 clusters Score -6852003 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6852302.000000 Penalty: 5438.006836
	Iteration 33Q: 3 clusters Score -6852302 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6852532.500000 Penalty: 5438.006836
	Iteration 34Q: 3 clusters Score -6852532 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6852731.500000 Penalty: 5438.006836
	Iteration 35Q: 3 clusters Score -6852732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6852891.000000 Penalty: 5438.006836
	Iteration 36Q: 3 clusters Score -6852891 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6853013.000000 Penalty: 5438.006836
	Iteration 37Q: 3 clusters Score -6853013 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6853086.000000 Penalty: 5438.006836
	Iteration 38Q: 3 clusters Score -6853086 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6853153.500000 Penalty: 5438.006836
	Iteration 39Q: 3 clusters Score -6853154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6853220.500000 Penalty: 5438.006836
	Iteration 40F: 3 clusters Score -6853220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6853269.000000 Penalty: 5438.006836
	Iteration 41Q: 3 clusters Score -6853269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6853318.000000 Penalty: 5438.006836
	Iteration 42Q: 3 clusters Score -6853318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6853354.000000 Penalty: 5438.006836
	Iteration 43Q: 3 clusters Score -6853354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6853384.000000 Penalty: 5438.006836
	Iteration 44Q: 3 clusters Score -6853384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6853396.000000 Penalty: 5438.006836
	Iteration 45Q: 3 clusters Score -6853396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6853417.000000 Penalty: 5438.006836
	Iteration 46Q: 3 clusters Score -6853417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6853430.500000 Penalty: 5438.006836
	Iteration 47Q: 3 clusters Score -6853430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6853436.500000 Penalty: 5438.006836
	Iteration 48Q: 3 clusters Score -6853436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6853446.500000 Penalty: 5438.006836
	Iteration 49Q: 3 clusters Score -6853446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6853447.000000 Penalty: 5438.006836
	Iteration 50Q: 3 clusters Score -6853447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6853466.000000 Penalty: 5438.006836
	Iteration 51Q: 3 clusters Score -6853466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6853463.000000 Penalty: 5438.006836
	Iteration 52Q: 3 clusters Score -6853463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6853463.500000 Penalty: 5438.006836
	Iteration 53Q: 3 clusters Score -6853464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6853467.500000 Penalty: 5438.006836
	Iteration 54Q: 3 clusters Score -6853468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6853467.500000 Penalty: 5438.006836
	Iteration 55F: 3 clusters Score -6853468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -87939.101562 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -87939.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86122.578125 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -86122.58 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86388.296875 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -86388.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86478.609375 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -86478.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86546.218750 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -86546.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86593.625000 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -86593.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86647.562500 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -86647.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86711.398438 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -86711.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86817.960938 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -86817.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86975.570312 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -86975.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87157.921875 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -87157.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87384.203125 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -87384.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87685.695312 Penalty: 3330.830322
	Iteration 11F: 3 clusters Score -87685.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87955.242188 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -87955.24 nChanged 25
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: -88091.828125 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -88091.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88137.695312 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -88137.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88160.710938 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -88160.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88163.148438 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -88163.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88164.898438 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -88164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88168.289062 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -88168.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88168.289062 Penalty: 3330.830322
	Iteration 19F: 3 clusters Score -88168.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209185 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 127478 members 
Mstep: Class 7 contains 77320 members 
Mstep: Class 8 contains 45455 members 
Mstep: Class 9 contains 72770 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51483 members 
Mstep: Class 13 contains 325540 members 
Mstep: Class 14 contains 57741 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 203439 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 19204 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40570 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29647 members 
Mstep: Class 23 contains 7522 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 5526 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 372 members 
Mstep: Class 33 contains 196314 members 
Entering Unmasked Estep 
Score: -183994192.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -183995392.000000 to -183994192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (203439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203439 members 
Entering Unmasked Estep 
Score: -23899966.000000 Penalty: 3031.334229
	Iteration 0F: 2 clusters Score -2.389997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -23766146.000000 Penalty: 6062.668457
	Iteration 0F: 3 clusters Score -2.376615e+07 nChanged 97975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -23823406.000000 Penalty: 6062.668457
	Iteration 1F: 3 clusters Score -2.382341e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -23824814.000000 Penalty: 6062.668457
	Iteration 2Q: 3 clusters Score -2.382481e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -23826464.000000 Penalty: 6062.668457
	Iteration 3Q: 3 clusters Score -2.382646e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -23828600.000000 Penalty: 6062.668457
	Iteration 4Q: 3 clusters Score -2.38286e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106613 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -23831350.000000 Penalty: 6062.668457
	Iteration 5Q: 3 clusters Score -2.383135e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -23834932.000000 Penalty: 6062.668457
	Iteration 6Q: 3 clusters Score -2.383493e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113531 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -23839758.000000 Penalty: 6062.668457
	Iteration 7Q: 3 clusters Score -2.383976e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119289 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -23845702.000000 Penalty: 6062.668457
	Iteration 8F: 3 clusters Score -2.38457e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -23853260.000000 Penalty: 6062.668457
	Iteration 9F: 3 clusters Score -2.385326e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134313 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -23861276.000000 Penalty: 6062.668457
	Iteration 10F: 3 clusters Score -2.386128e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -23868906.000000 Penalty: 6062.668457
	Iteration 11F: 3 clusters Score -2.386891e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -23874924.000000 Penalty: 6062.668457
	Iteration 12Q: 3 clusters Score -2.387492e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151897 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -23879258.000000 Penalty: 6062.668457
	Iteration 13Q: 3 clusters Score -2.387926e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155358 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -23882754.000000 Penalty: 6062.668457
	Iteration 14Q: 3 clusters Score -2.388275e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -23885690.000000 Penalty: 6062.668457
	Iteration 15Q: 3 clusters Score -2.388569e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -23888250.000000 Penalty: 6062.668457
	Iteration 16Q: 3 clusters Score -2.388825e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161926 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -23890350.000000 Penalty: 6062.668457
	Iteration 17Q: 3 clusters Score -2.389035e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -23892074.000000 Penalty: 6062.668457
	Iteration 18Q: 3 clusters Score -2.389207e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -23893438.000000 Penalty: 6062.668457
	Iteration 19Q: 3 clusters Score -2.389344e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -23894446.000000 Penalty: 6062.668457
	Iteration 20F: 3 clusters Score -2.389445e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -23894986.000000 Penalty: 6062.668457
	Iteration 21Q: 3 clusters Score -2.389499e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -23895520.000000 Penalty: 6062.668457
	Iteration 22Q: 3 clusters Score -2.389552e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166933 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -23895786.000000 Penalty: 6062.668457
	Iteration 23Q: 3 clusters Score -2.389579e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -23895886.000000 Penalty: 6062.668457
	Iteration 24Q: 3 clusters Score -2.389589e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167872 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -23896160.000000 Penalty: 6062.668457
	Iteration 25Q: 3 clusters Score -2.389616e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -23896268.000000 Penalty: 6062.668457
	Iteration 26Q: 3 clusters Score -2.389627e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -23896220.000000 Penalty: 6062.668457
	Iteration 27Q: 3 clusters Score -2.389622e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -23896296.000000 Penalty: 6062.668457
	Iteration 28Q: 3 clusters Score -2.38963e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -23896368.000000 Penalty: 6062.668457
	Iteration 29Q: 3 clusters Score -2.389637e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169953 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -23896436.000000 Penalty: 6062.668457
	Iteration 30Q: 3 clusters Score -2.389644e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170346 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -23896530.000000 Penalty: 6062.668457
	Iteration 31Q: 3 clusters Score -2.389653e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -23896554.000000 Penalty: 6062.668457
	Iteration 32Q: 3 clusters Score -2.389655e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171103 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -23896566.000000 Penalty: 6062.668457
	Iteration 33Q: 3 clusters Score -2.389657e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -23896544.000000 Penalty: 6062.668457
	Iteration 34Q: 3 clusters Score -2.389654e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171814 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -23896490.000000 Penalty: 6062.668457
	Iteration 35Q: 3 clusters Score -2.389649e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -23896518.000000 Penalty: 6062.668457
	Iteration 36Q: 3 clusters Score -2.389652e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -23896534.000000 Penalty: 6062.668457
	Iteration 37Q: 3 clusters Score -2.389653e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172785 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -23896510.000000 Penalty: 6062.668457
	Iteration 38Q: 3 clusters Score -2.389651e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -23896480.000000 Penalty: 6062.668457
	Iteration 39Q: 3 clusters Score -2.389648e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -23896530.000000 Penalty: 6062.668457
	Iteration 40F: 3 clusters Score -2.389653e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -23896534.000000 Penalty: 6062.668457
	Iteration 41Q: 3 clusters Score -2.389653e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -23896568.000000 Penalty: 6062.668457
	Iteration 42Q: 3 clusters Score -2.389657e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -23896566.000000 Penalty: 6062.668457
	Iteration 43Q: 3 clusters Score -2.389657e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174577 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -23896516.000000 Penalty: 6062.668457
	Iteration 44Q: 3 clusters Score -2.389652e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -23896534.000000 Penalty: 6062.668457
	Iteration 45Q: 3 clusters Score -2.389653e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -23896516.000000 Penalty: 6062.668457
	Iteration 46Q: 3 clusters Score -2.389652e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -23896480.000000 Penalty: 6062.668457
	Iteration 47Q: 3 clusters Score -2.389648e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -23896498.000000 Penalty: 6062.668457
	Iteration 48Q: 3 clusters Score -2.38965e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -23896542.000000 Penalty: 6062.668457
	Iteration 49Q: 3 clusters Score -2.389654e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176334 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -23896506.000000 Penalty: 6062.668457
	Iteration 50Q: 3 clusters Score -2.389651e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -23896506.000000 Penalty: 6062.668457
	Iteration 51Q: 3 clusters Score -2.389651e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176936 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -23896558.000000 Penalty: 6062.668457
	Iteration 52Q: 3 clusters Score -2.389656e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -23896590.000000 Penalty: 6062.668457
	Iteration 53Q: 3 clusters Score -2.389659e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177580 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -23896598.000000 Penalty: 6062.668457
	Iteration 54Q: 3 clusters Score -2.38966e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177885 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -23896646.000000 Penalty: 6062.668457
	Iteration 55Q: 3 clusters Score -2.389665e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -23896618.000000 Penalty: 6062.668457
	Iteration 56Q: 3 clusters Score -2.389662e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -23896600.000000 Penalty: 6062.668457
	Iteration 57Q: 3 clusters Score -2.38966e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -23896614.000000 Penalty: 6062.668457
	Iteration 58Q: 3 clusters Score -2.389661e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178879 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -23896578.000000 Penalty: 6062.668457
	Iteration 59Q: 3 clusters Score -2.389658e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179102 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -23896618.000000 Penalty: 6062.668457
	Iteration 60F: 3 clusters Score -2.389662e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -23896624.000000 Penalty: 6062.668457
	Iteration 61Q: 3 clusters Score -2.389662e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179544 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -23896642.000000 Penalty: 6062.668457
	Iteration 62Q: 3 clusters Score -2.389664e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179759 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -23896696.000000 Penalty: 6062.668457
	Iteration 63Q: 3 clusters Score -2.38967e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -23896698.000000 Penalty: 6062.668457
	Iteration 64Q: 3 clusters Score -2.38967e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180213 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -23896736.000000 Penalty: 6062.668457
	Iteration 65Q: 3 clusters Score -2.389674e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -23896720.000000 Penalty: 6062.668457
	Iteration 66Q: 3 clusters Score -2.389672e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180574 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -23896704.000000 Penalty: 6062.668457
	Iteration 67Q: 3 clusters Score -2.38967e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180735 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -23896800.000000 Penalty: 6062.668457
	Iteration 68Q: 3 clusters Score -2.38968e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180888 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 6062.668457
	Iteration 69Q: 3 clusters Score -2.389677e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181019 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -23896786.000000 Penalty: 6062.668457
	Iteration 70Q: 3 clusters Score -2.389679e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181153 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -23896788.000000 Penalty: 6062.668457
	Iteration 71Q: 3 clusters Score -2.389679e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 6062.668457
	Iteration 72Q: 3 clusters Score -2.389677e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181465 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 6062.668457
	Iteration 73Q: 3 clusters Score -2.389677e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -23896812.000000 Penalty: 6062.668457
	Iteration 74Q: 3 clusters Score -2.389681e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -23896862.000000 Penalty: 6062.668457
	Iteration 75Q: 3 clusters Score -2.389686e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181920 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -23896856.000000 Penalty: 6062.668457
	Iteration 76Q: 3 clusters Score -2.389686e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -23896882.000000 Penalty: 6062.668457
	Iteration 77Q: 3 clusters Score -2.389688e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182236 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -23896902.000000 Penalty: 6062.668457
	Iteration 78Q: 3 clusters Score -2.38969e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182386 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -23896904.000000 Penalty: 6062.668457
	Iteration 79Q: 3 clusters Score -2.38969e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182543 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -23896920.000000 Penalty: 6062.668457
	Iteration 80F: 3 clusters Score -2.389692e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -23896944.000000 Penalty: 6062.668457
	Iteration 81Q: 3 clusters Score -2.389694e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182811 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -23896964.000000 Penalty: 6062.668457
	Iteration 82Q: 3 clusters Score -2.389696e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182934 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -23896942.000000 Penalty: 6062.668457
	Iteration 83Q: 3 clusters Score -2.389694e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -23896940.000000 Penalty: 6062.668457
	Iteration 84Q: 3 clusters Score -2.389694e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -23896926.000000 Penalty: 6062.668457
	Iteration 85Q: 3 clusters Score -2.389693e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183279 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -23896966.000000 Penalty: 6062.668457
	Iteration 86Q: 3 clusters Score -2.389697e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183406 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -23897008.000000 Penalty: 6062.668457
	Iteration 87Q: 3 clusters Score -2.389701e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183524 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -23896996.000000 Penalty: 6062.668457
	Iteration 88Q: 3 clusters Score -2.3897e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183651 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -23897036.000000 Penalty: 6062.668457
	Iteration 89Q: 3 clusters Score -2.389704e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183794 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -23897024.000000 Penalty: 6062.668457
	Iteration 90Q: 3 clusters Score -2.389702e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183944 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -23897074.000000 Penalty: 6062.668457
	Iteration 91Q: 3 clusters Score -2.389707e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -23897060.000000 Penalty: 6062.668457
	Iteration 92Q: 3 clusters Score -2.389706e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -23897088.000000 Penalty: 6062.668457
	Iteration 93Q: 3 clusters Score -2.389709e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184299 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -23897096.000000 Penalty: 6062.668457
	Iteration 94Q: 3 clusters Score -2.38971e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184385 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -23897110.000000 Penalty: 6062.668457
	Iteration 95Q: 3 clusters Score -2.389711e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184475 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -23897092.000000 Penalty: 6062.668457
	Iteration 96Q: 3 clusters Score -2.389709e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184563 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -23897116.000000 Penalty: 6062.668457
	Iteration 97Q: 3 clusters Score -2.389712e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184645 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -23897088.000000 Penalty: 6062.668457
	Iteration 98Q: 3 clusters Score -2.389709e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184727 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -23897102.000000 Penalty: 6062.668457
	Iteration 99Q: 3 clusters Score -2.38971e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184810 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -23897106.000000 Penalty: 6062.668457
	Iteration 100F: 3 clusters Score -2.389711e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184886 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -23897106.000000 Penalty: 6062.668457
	Iteration 101Q: 3 clusters Score -2.389711e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -23897074.000000 Penalty: 6062.668457
	Iteration 102Q: 3 clusters Score -2.389707e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185016 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -23897052.000000 Penalty: 6062.668457
	Iteration 103Q: 3 clusters Score -2.389705e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185093 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -23897088.000000 Penalty: 6062.668457
	Iteration 104Q: 3 clusters Score -2.389709e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -23897070.000000 Penalty: 6062.668457
	Iteration 105Q: 3 clusters Score -2.389707e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185241 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -23897048.000000 Penalty: 6062.668457
	Iteration 106Q: 3 clusters Score -2.389705e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -23897060.000000 Penalty: 6062.668457
	Iteration 107Q: 3 clusters Score -2.389706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185360 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -23897066.000000 Penalty: 6062.668457
	Iteration 108Q: 3 clusters Score -2.389707e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -23897088.000000 Penalty: 6062.668457
	Iteration 109Q: 3 clusters Score -2.389709e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185491 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -23897076.000000 Penalty: 6062.668457
	Iteration 110Q: 3 clusters Score -2.389708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185544 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -23897076.000000 Penalty: 6062.668457
	Iteration 111Q: 3 clusters Score -2.389708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185590 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -23897104.000000 Penalty: 6062.668457
	Iteration 112Q: 3 clusters Score -2.38971e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -23897070.000000 Penalty: 6062.668457
	Iteration 113Q: 3 clusters Score -2.389707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185679 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -23897084.000000 Penalty: 6062.668457
	Iteration 114Q: 3 clusters Score -2.389708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185711 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -23897112.000000 Penalty: 6062.668457
	Iteration 115Q: 3 clusters Score -2.389711e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185756 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -23897106.000000 Penalty: 6062.668457
	Iteration 116Q: 3 clusters Score -2.389711e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185798 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -23897108.000000 Penalty: 6062.668457
	Iteration 117Q: 3 clusters Score -2.389711e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185837 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -23897108.000000 Penalty: 6062.668457
	Iteration 118Q: 3 clusters Score -2.389711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185870 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 119Q: 3 clusters Score -2.38971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185894 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -23897092.000000 Penalty: 6062.668457
	Iteration 120F: 3 clusters Score -2.389709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185911 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -23897084.000000 Penalty: 6062.668457
	Iteration 121Q: 3 clusters Score -2.389708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185930 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -23897066.000000 Penalty: 6062.668457
	Iteration 122Q: 3 clusters Score -2.389707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185949 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -23897098.000000 Penalty: 6062.668457
	Iteration 123Q: 3 clusters Score -2.38971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185964 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -23897092.000000 Penalty: 6062.668457
	Iteration 124Q: 3 clusters Score -2.389709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185980 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -23897108.000000 Penalty: 6062.668457
	Iteration 125Q: 3 clusters Score -2.389711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186002 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -23897084.000000 Penalty: 6062.668457
	Iteration 126Q: 3 clusters Score -2.389708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186022 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -23897098.000000 Penalty: 6062.668457
	Iteration 127Q: 3 clusters Score -2.38971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186037 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -23897082.000000 Penalty: 6062.668457
	Iteration 128Q: 3 clusters Score -2.389708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186049 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -23897094.000000 Penalty: 6062.668457
	Iteration 129Q: 3 clusters Score -2.389709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186058 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -23897118.000000 Penalty: 6062.668457
	Iteration 130Q: 3 clusters Score -2.389712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186063 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -23897122.000000 Penalty: 6062.668457
	Iteration 131Q: 3 clusters Score -2.389712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186069 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 132Q: 3 clusters Score -2.38971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186077 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -23897110.000000 Penalty: 6062.668457
	Iteration 133Q: 3 clusters Score -2.389711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -23897114.000000 Penalty: 6062.668457
	Iteration 134Q: 3 clusters Score -2.389711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186105 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -23897128.000000 Penalty: 6062.668457
	Iteration 135Q: 3 clusters Score -2.389713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186124 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -23897122.000000 Penalty: 6062.668457
	Iteration 136Q: 3 clusters Score -2.389712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186135 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -23897106.000000 Penalty: 6062.668457
	Iteration 137Q: 3 clusters Score -2.389711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186146 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -23897148.000000 Penalty: 6062.668457
	Iteration 138Q: 3 clusters Score -2.389715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186158 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -23897114.000000 Penalty: 6062.668457
	Iteration 139Q: 3 clusters Score -2.389711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186177 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -23897114.000000 Penalty: 6062.668457
	Iteration 140F: 3 clusters Score -2.389711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186199 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -23897134.000000 Penalty: 6062.668457
	Iteration 141Q: 3 clusters Score -2.389713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186221 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -23897096.000000 Penalty: 6062.668457
	Iteration 142Q: 3 clusters Score -2.38971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186244 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -23897086.000000 Penalty: 6062.668457
	Iteration 143Q: 3 clusters Score -2.389709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186269 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -23897072.000000 Penalty: 6062.668457
	Iteration 144Q: 3 clusters Score -2.389707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186295 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 145Q: 3 clusters Score -2.38971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186324 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -23897088.000000 Penalty: 6062.668457
	Iteration 146Q: 3 clusters Score -2.389709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186354 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -23897096.000000 Penalty: 6062.668457
	Iteration 147Q: 3 clusters Score -2.38971e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -23897102.000000 Penalty: 6062.668457
	Iteration 148Q: 3 clusters Score -2.38971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -23897114.000000 Penalty: 6062.668457
	Iteration 149Q: 3 clusters Score -2.389711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186465 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -23897120.000000 Penalty: 6062.668457
	Iteration 150Q: 3 clusters Score -2.389712e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -23897136.000000 Penalty: 6062.668457
	Iteration 151Q: 3 clusters Score -2.389714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186533 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -23897144.000000 Penalty: 6062.668457
	Iteration 152Q: 3 clusters Score -2.389714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186567 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -23897126.000000 Penalty: 6062.668457
	Iteration 153Q: 3 clusters Score -2.389713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186594 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -23897128.000000 Penalty: 6062.668457
	Iteration 154Q: 3 clusters Score -2.389713e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -23897166.000000 Penalty: 6062.668457
	Iteration 155Q: 3 clusters Score -2.389717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -23897150.000000 Penalty: 6062.668457
	Iteration 156Q: 3 clusters Score -2.389715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186661 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -23897166.000000 Penalty: 6062.668457
	Iteration 157Q: 3 clusters Score -2.389717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186681 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -23897130.000000 Penalty: 6062.668457
	Iteration 158Q: 3 clusters Score -2.389713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186698 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -23897096.000000 Penalty: 6062.668457
	Iteration 159Q: 3 clusters Score -2.38971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186717 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -23897126.000000 Penalty: 6062.668457
	Iteration 160F: 3 clusters Score -2.389713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186745 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -23897124.000000 Penalty: 6062.668457
	Iteration 161Q: 3 clusters Score -2.389712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -23897136.000000 Penalty: 6062.668457
	Iteration 162Q: 3 clusters Score -2.389714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -23897144.000000 Penalty: 6062.668457
	Iteration 163Q: 3 clusters Score -2.389714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -23897146.000000 Penalty: 6062.668457
	Iteration 164Q: 3 clusters Score -2.389715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186861 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -23897146.000000 Penalty: 6062.668457
	Iteration 165Q: 3 clusters Score -2.389715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186889 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -23897164.000000 Penalty: 6062.668457
	Iteration 166Q: 3 clusters Score -2.389716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186909 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -23897156.000000 Penalty: 6062.668457
	Iteration 167Q: 3 clusters Score -2.389716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186926 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -23897156.000000 Penalty: 6062.668457
	Iteration 168Q: 3 clusters Score -2.389716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186944 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -23897156.000000 Penalty: 6062.668457
	Iteration 169Q: 3 clusters Score -2.389716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186967 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -23897140.000000 Penalty: 6062.668457
	Iteration 170Q: 3 clusters Score -2.389714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186989 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -23897144.000000 Penalty: 6062.668457
	Iteration 171Q: 3 clusters Score -2.389714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -23897156.000000 Penalty: 6062.668457
	Iteration 172Q: 3 clusters Score -2.389716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -23897146.000000 Penalty: 6062.668457
	Iteration 173Q: 3 clusters Score -2.389715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187035 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -23897140.000000 Penalty: 6062.668457
	Iteration 174Q: 3 clusters Score -2.389714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -23897148.000000 Penalty: 6062.668457
	Iteration 175Q: 3 clusters Score -2.389715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187065 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -23897132.000000 Penalty: 6062.668457
	Iteration 176Q: 3 clusters Score -2.389713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187081 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -23897118.000000 Penalty: 6062.668457
	Iteration 177Q: 3 clusters Score -2.389712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187101 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -23897110.000000 Penalty: 6062.668457
	Iteration 178Q: 3 clusters Score -2.389711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187120 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -23897094.000000 Penalty: 6062.668457
	Iteration 179Q: 3 clusters Score -2.389709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187141 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -23897092.000000 Penalty: 6062.668457
	Iteration 180F: 3 clusters Score -2.389709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187160 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -23897114.000000 Penalty: 6062.668457
	Iteration 181Q: 3 clusters Score -2.389711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187181 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 182Q: 3 clusters Score -2.38971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187199 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 183Q: 3 clusters Score -2.38971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187218 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -23897086.000000 Penalty: 6062.668457
	Iteration 184Q: 3 clusters Score -2.389709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187239 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -23897112.000000 Penalty: 6062.668457
	Iteration 185Q: 3 clusters Score -2.389711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187262 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -23897096.000000 Penalty: 6062.668457
	Iteration 186Q: 3 clusters Score -2.38971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187292 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -23897112.000000 Penalty: 6062.668457
	Iteration 187Q: 3 clusters Score -2.389711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187319 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -23897112.000000 Penalty: 6062.668457
	Iteration 188Q: 3 clusters Score -2.389711e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187348 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -23897090.000000 Penalty: 6062.668457
	Iteration 189Q: 3 clusters Score -2.389709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187372 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -23897098.000000 Penalty: 6062.668457
	Iteration 190Q: 3 clusters Score -2.38971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187401 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 191Q: 3 clusters Score -2.38971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187422 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 192Q: 3 clusters Score -2.38971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187443 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -23897116.000000 Penalty: 6062.668457
	Iteration 193Q: 3 clusters Score -2.389712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -23897096.000000 Penalty: 6062.668457
	Iteration 194Q: 3 clusters Score -2.38971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187486 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -23897094.000000 Penalty: 6062.668457
	Iteration 195Q: 3 clusters Score -2.389709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -23897112.000000 Penalty: 6062.668457
	Iteration 196Q: 3 clusters Score -2.389711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187519 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -23897114.000000 Penalty: 6062.668457
	Iteration 197Q: 3 clusters Score -2.389711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -23897092.000000 Penalty: 6062.668457
	Iteration 198Q: 3 clusters Score -2.389709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187558 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -23897106.000000 Penalty: 6062.668457
	Iteration 199Q: 3 clusters Score -2.389711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187573 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -23897102.000000 Penalty: 6062.668457
	Iteration 200F: 3 clusters Score -2.38971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187584 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 201Q: 3 clusters Score -2.38971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187597 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -23897108.000000 Penalty: 6062.668457
	Iteration 202Q: 3 clusters Score -2.389711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -23897104.000000 Penalty: 6062.668457
	Iteration 203Q: 3 clusters Score -2.38971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187610 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -23897106.000000 Penalty: 6062.668457
	Iteration 204Q: 3 clusters Score -2.389711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -23897102.000000 Penalty: 6062.668457
	Iteration 205Q: 3 clusters Score -2.38971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187616 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -23897088.000000 Penalty: 6062.668457
	Iteration 206Q: 3 clusters Score -2.389709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187621 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -23897100.000000 Penalty: 6062.668457
	Iteration 207Q: 3 clusters Score -2.38971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187624 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -23897094.000000 Penalty: 6062.668457
	Iteration 208Q: 3 clusters Score -2.389709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -23897098.000000 Penalty: 6062.668457
	Iteration 209Q: 3 clusters Score -2.38971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187628 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -23897094.000000 Penalty: 6062.668457
	Iteration 210Q: 3 clusters Score -2.389709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -23897090.000000 Penalty: 6062.668457
	Iteration 211Q: 3 clusters Score -2.389709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -23897090.000000 Penalty: 6062.668457
	Iteration 212F: 3 clusters Score -2.389709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -281203.968750 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -281204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -278239.750000 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -278239.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -278961.593750 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -278961.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -279261.687500 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -279261.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -279599.187500 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -279599.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279911.218750 Penalty: 3899.416748
	Iteration 4F: 3 clusters Score -279911.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280156.687500 Penalty: 3899.416748
	Iteration 5F: 3 clusters Score -280156.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -280333.656250 Penalty: 3899.416748
	Iteration 6F: 3 clusters Score -280333.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -280482.781250 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -280482.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -280625.062500 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -280625.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -280755.031250 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -280755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -280814.968750 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -280815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -280864.875000 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -280864.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -280909.875000 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -280909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -280932.312500 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -280932.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -280954.531250 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -280954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -280967.031250 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -280967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -280974.093750 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -280974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -280979.468750 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -280979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -280982.812500 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -280982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -280987.093750 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -280987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280989.437500 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -280989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -280990.656250 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -280990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280991.562500 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -280991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280991.562500 Penalty: 3899.416748
	Iteration 23F: 3 clusters Score -280991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Entering Unmasked Estep 
Score: -2231901.000000 Penalty: 2445.992676
	Iteration 0F: 2 clusters Score -2231901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2218251.250000 Penalty: 4891.985352
	Iteration 0F: 3 clusters Score -2218251 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2222733.750000 Penalty: 4891.985352
	Iteration 1F: 3 clusters Score -2222734 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2223186.750000 Penalty: 4891.985352
	Iteration 2F: 3 clusters Score -2223187 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2223595.500000 Penalty: 4891.985352
	Iteration 3Q: 3 clusters Score -2223596 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2223993.250000 Penalty: 4891.985352
	Iteration 4Q: 3 clusters Score -2223993 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2224412.750000 Penalty: 4891.985352
	Iteration 5Q: 3 clusters Score -2224413 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2224879.500000 Penalty: 4891.985352
	Iteration 6Q: 3 clusters Score -2224880 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2225471.750000 Penalty: 4891.985352
	Iteration 7F: 3 clusters Score -2225472 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2226178.000000 Penalty: 4891.985352
	Iteration 8F: 3 clusters Score -2226178 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2226950.000000 Penalty: 4891.985352
	Iteration 9F: 3 clusters Score -2226950 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2227648.750000 Penalty: 4891.985352
	Iteration 10Q: 3 clusters Score -2227649 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2228251.750000 Penalty: 4891.985352
	Iteration 11Q: 3 clusters Score -2228252 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2228774.750000 Penalty: 4891.985352
	Iteration 12Q: 3 clusters Score -2228775 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2229242.000000 Penalty: 4891.985352
	Iteration 13Q: 3 clusters Score -2229242 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2229617.250000 Penalty: 4891.985352
	Iteration 14Q: 3 clusters Score -2229617 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2229927.000000 Penalty: 4891.985352
	Iteration 15Q: 3 clusters Score -2229927 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2230170.750000 Penalty: 4891.985352
	Iteration 16Q: 3 clusters Score -2230171 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2230344.250000 Penalty: 4891.985352
	Iteration 17Q: 3 clusters Score -2230344 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2230505.000000 Penalty: 4891.985352
	Iteration 18Q: 3 clusters Score -2230505 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2230641.250000 Penalty: 4891.985352
	Iteration 19Q: 3 clusters Score -2230641 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2230732.250000 Penalty: 4891.985352
	Iteration 20F: 3 clusters Score -2230732 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2230813.750000 Penalty: 4891.985352
	Iteration 21Q: 3 clusters Score -2230814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2230853.000000 Penalty: 4891.985352
	Iteration 22Q: 3 clusters Score -2230853 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2230903.000000 Penalty: 4891.985352
	Iteration 23Q: 3 clusters Score -2230903 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2230930.250000 Penalty: 4891.985352
	Iteration 24Q: 3 clusters Score -2230930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2230959.750000 Penalty: 4891.985352
	Iteration 25Q: 3 clusters Score -2230960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2230975.750000 Penalty: 4891.985352
	Iteration 26Q: 3 clusters Score -2230976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2230984.500000 Penalty: 4891.985352
	Iteration 27Q: 3 clusters Score -2230984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2230987.250000 Penalty: 4891.985352
	Iteration 28Q: 3 clusters Score -2230987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2230989.250000 Penalty: 4891.985352
	Iteration 29Q: 3 clusters Score -2230989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2231004.000000 Penalty: 4891.985352
	Iteration 30Q: 3 clusters Score -2231004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2231004.750000 Penalty: 4891.985352
	Iteration 31Q: 3 clusters Score -2231005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2231005.250000 Penalty: 4891.985352
	Iteration 32Q: 3 clusters Score -2231005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2231010.500000 Penalty: 4891.985352
	Iteration 33Q: 3 clusters Score -2231010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2231012.250000 Penalty: 4891.985352
	Iteration 34Q: 3 clusters Score -2231012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2231014.000000 Penalty: 4891.985352
	Iteration 35Q: 3 clusters Score -2231014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2231022.750000 Penalty: 4891.985352
	Iteration 36Q: 3 clusters Score -2231023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2231025.250000 Penalty: 4891.985352
	Iteration 37Q: 3 clusters Score -2231025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2231024.000000 Penalty: 4891.985352
	Iteration 38Q: 3 clusters Score -2231024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2231030.250000 Penalty: 4891.985352
	Iteration 39Q: 3 clusters Score -2231030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2231030.750000 Penalty: 4891.985352
	Iteration 40F: 3 clusters Score -2231031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2231035.250000 Penalty: 4891.985352
	Iteration 41Q: 3 clusters Score -2231035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2231032.000000 Penalty: 4891.985352
	Iteration 42Q: 3 clusters Score -2231032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2231035.500000 Penalty: 4891.985352
	Iteration 43Q: 3 clusters Score -2231036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2231038.750000 Penalty: 4891.985352
	Iteration 44Q: 3 clusters Score -2231039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2231036.500000 Penalty: 4891.985352
	Iteration 45Q: 3 clusters Score -2231036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2231037.500000 Penalty: 4891.985352
	Iteration 46Q: 3 clusters Score -2231038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2231036.000000 Penalty: 4891.985352
	Iteration 47Q: 3 clusters Score -2231036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2231035.500000 Penalty: 4891.985352
	Iteration 48Q: 3 clusters Score -2231036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2231043.750000 Penalty: 4891.985352
	Iteration 49Q: 3 clusters Score -2231044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2231045.500000 Penalty: 4891.985352
	Iteration 50Q: 3 clusters Score -2231046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2231043.750000 Penalty: 4891.985352
	Iteration 51Q: 3 clusters Score -2231044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2231042.000000 Penalty: 4891.985352
	Iteration 52Q: 3 clusters Score -2231042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2231043.000000 Penalty: 4891.985352
	Iteration 53Q: 3 clusters Score -2231043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2231050.750000 Penalty: 4891.985352
	Iteration 54Q: 3 clusters Score -2231051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2231049.000000 Penalty: 4891.985352
	Iteration 55Q: 3 clusters Score -2231049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2231050.000000 Penalty: 4891.985352
	Iteration 56Q: 3 clusters Score -2231050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2231055.000000 Penalty: 4891.985352
	Iteration 57Q: 3 clusters Score -2231055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2231057.750000 Penalty: 4891.985352
	Iteration 58Q: 3 clusters Score -2231058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2231055.500000 Penalty: 4891.985352
	Iteration 59Q: 3 clusters Score -2231056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2231061.250000 Penalty: 4891.985352
	Iteration 60F: 3 clusters Score -2231061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2231060.750000 Penalty: 4891.985352
	Iteration 61Q: 3 clusters Score -2231061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2231057.500000 Penalty: 4891.985352
	Iteration 62Q: 3 clusters Score -2231058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2231062.500000 Penalty: 4891.985352
	Iteration 63Q: 3 clusters Score -2231062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2231069.500000 Penalty: 4891.985352
	Iteration 64Q: 3 clusters Score -2231070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2231071.250000 Penalty: 4891.985352
	Iteration 65Q: 3 clusters Score -2231071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2231068.750000 Penalty: 4891.985352
	Iteration 66Q: 3 clusters Score -2231069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2231074.250000 Penalty: 4891.985352
	Iteration 67Q: 3 clusters Score -2231074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2231073.000000 Penalty: 4891.985352
	Iteration 68Q: 3 clusters Score -2231073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2231073.250000 Penalty: 4891.985352
	Iteration 69Q: 3 clusters Score -2231073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2231075.750000 Penalty: 4891.985352
	Iteration 70Q: 3 clusters Score -2231076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2231079.000000 Penalty: 4891.985352
	Iteration 71Q: 3 clusters Score -2231079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2231076.000000 Penalty: 4891.985352
	Iteration 72Q: 3 clusters Score -2231076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2231079.750000 Penalty: 4891.985352
	Iteration 73Q: 3 clusters Score -2231080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2231079.500000 Penalty: 4891.985352
	Iteration 74Q: 3 clusters Score -2231080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2231076.750000 Penalty: 4891.985352
	Iteration 75Q: 3 clusters Score -2231077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2231074.000000 Penalty: 4891.985352
	Iteration 76Q: 3 clusters Score -2231074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2231081.250000 Penalty: 4891.985352
	Iteration 77Q: 3 clusters Score -2231081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2231083.750000 Penalty: 4891.985352
	Iteration 78Q: 3 clusters Score -2231084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2231088.500000 Penalty: 4891.985352
	Iteration 79Q: 3 clusters Score -2231088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2231088.500000 Penalty: 4891.985352
	Iteration 80F: 3 clusters Score -2231088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2231088.750000 Penalty: 4891.985352
	Iteration 81Q: 3 clusters Score -2231089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2231087.750000 Penalty: 4891.985352
	Iteration 82Q: 3 clusters Score -2231088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2231084.750000 Penalty: 4891.985352
	Iteration 83Q: 3 clusters Score -2231085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2231083.250000 Penalty: 4891.985352
	Iteration 84Q: 3 clusters Score -2231083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2231089.000000 Penalty: 4891.985352
	Iteration 85Q: 3 clusters Score -2231089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2231086.750000 Penalty: 4891.985352
	Iteration 86Q: 3 clusters Score -2231087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2231087.750000 Penalty: 4891.985352
	Iteration 87Q: 3 clusters Score -2231088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2231087.750000 Penalty: 4891.985352
	Iteration 88F: 3 clusters Score -2231088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -247047.437500 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -247047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -244244.046875 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -244244 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244711.781250 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -244711.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -244876.265625 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -244876.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -245000.031250 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -245000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -245068.828125 Penalty: 3826.701416
	Iteration 4Q: 3 clusters Score -245068.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -245144.468750 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -245144.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -245206.953125 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -245207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -245256.000000 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -245256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -245302.437500 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -245302.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -245340.515625 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -245340.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -245380.281250 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -245380.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -245423.468750 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -245423.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -245453.593750 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -245453.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -245475.171875 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -245475.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -245497.359375 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -245497.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -245524.546875 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -245524.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -245542.062500 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -245542.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -245567.375000 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -245567.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -245603.015625 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -245603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -245646.593750 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -245646.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -245695.875000 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -245695.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -245752.765625 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -245752.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -245786.484375 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -245786.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -245808.359375 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -245808.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -245831.359375 Penalty: 3826.701416
	Iteration 24Q: 3 clusters Score -245831.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -245856.703125 Penalty: 3826.701416
	Iteration 25Q: 3 clusters Score -245856.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -245872.343750 Penalty: 3826.701416
	Iteration 26Q: 3 clusters Score -245872.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -245892.218750 Penalty: 3826.701416
	Iteration 27Q: 3 clusters Score -245892.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -245920.984375 Penalty: 3826.701416
	Iteration 28Q: 3 clusters Score -245921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -245950.921875 Penalty: 3826.701416
	Iteration 29Q: 3 clusters Score -245950.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -245977.593750 Penalty: 3826.701416
	Iteration 30Q: 3 clusters Score -245977.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -245999.125000 Penalty: 3826.701416
	Iteration 31Q: 3 clusters Score -245999.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -246015.000000 Penalty: 3826.701416
	Iteration 32Q: 3 clusters Score -246015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -246027.937500 Penalty: 3826.701416
	Iteration 33Q: 3 clusters Score -246027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -246037.890625 Penalty: 3826.701416
	Iteration 34Q: 3 clusters Score -246037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -246047.671875 Penalty: 3826.701416
	Iteration 35Q: 3 clusters Score -246047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -246053.171875 Penalty: 3826.701416
	Iteration 36Q: 3 clusters Score -246053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -246056.968750 Penalty: 3826.701416
	Iteration 37Q: 3 clusters Score -246057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -246061.078125 Penalty: 3826.701416
	Iteration 38Q: 3 clusters Score -246061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -246064.000000 Penalty: 3826.701416
	Iteration 39Q: 3 clusters Score -246064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -246065.406250 Penalty: 3826.701416
	Iteration 40F: 3 clusters Score -246065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Entering Unmasked Estep 
Score: -4837907.500000 Penalty: 2631.474609
	Iteration 0F: 2 clusters Score -4837908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4810558.000000 Penalty: 5262.949219
	Iteration 0F: 3 clusters Score -4810558 nChanged 18594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4820753.500000 Penalty: 5262.949219
	Iteration 1F: 3 clusters Score -4820754 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4821285.000000 Penalty: 5262.949219
	Iteration 2Q: 3 clusters Score -4821285 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4821772.500000 Penalty: 5262.949219
	Iteration 3Q: 3 clusters Score -4821772 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4822269.000000 Penalty: 5262.949219
	Iteration 4Q: 3 clusters Score -4822269 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4822881.000000 Penalty: 5262.949219
	Iteration 5Q: 3 clusters Score -4822881 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4823636.000000 Penalty: 5262.949219
	Iteration 6Q: 3 clusters Score -4823636 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4824617.000000 Penalty: 5262.949219
	Iteration 7Q: 3 clusters Score -4824617 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4825939.500000 Penalty: 5262.949219
	Iteration 8Q: 3 clusters Score -4825940 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4827381.000000 Penalty: 5262.949219
	Iteration 9F: 3 clusters Score -4827381 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4828782.000000 Penalty: 5262.949219
	Iteration 10F: 3 clusters Score -4828782 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4829832.500000 Penalty: 5262.949219
	Iteration 11Q: 3 clusters Score -4829832 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4830420.500000 Penalty: 5262.949219
	Iteration 12Q: 3 clusters Score -4830420 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4830687.000000 Penalty: 5262.949219
	Iteration 13Q: 3 clusters Score -4830687 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4830844.500000 Penalty: 5262.949219
	Iteration 14Q: 3 clusters Score -4830844 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4831010.000000 Penalty: 5262.949219
	Iteration 15Q: 3 clusters Score -4831010 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4831077.500000 Penalty: 5262.949219
	Iteration 16Q: 3 clusters Score -4831078 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4831161.500000 Penalty: 5262.949219
	Iteration 17Q: 3 clusters Score -4831162 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4831211.500000 Penalty: 5262.949219
	Iteration 18Q: 3 clusters Score -4831212 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4831264.500000 Penalty: 5262.949219
	Iteration 19Q: 3 clusters Score -4831264 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4831328.500000 Penalty: 5262.949219
	Iteration 20F: 3 clusters Score -4831328 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4831379.500000 Penalty: 5262.949219
	Iteration 21Q: 3 clusters Score -4831380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4831408.000000 Penalty: 5262.949219
	Iteration 22Q: 3 clusters Score -4831408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4831434.500000 Penalty: 5262.949219
	Iteration 23Q: 3 clusters Score -4831434 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4831464.500000 Penalty: 5262.949219
	Iteration 24Q: 3 clusters Score -4831464 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4831494.500000 Penalty: 5262.949219
	Iteration 25Q: 3 clusters Score -4831494 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4831509.000000 Penalty: 5262.949219
	Iteration 26Q: 3 clusters Score -4831509 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -4831545.500000 Penalty: 5262.949219
	Iteration 27Q: 3 clusters Score -4831546 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4831561.000000 Penalty: 5262.949219
	Iteration 28Q: 3 clusters Score -4831561 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4831583.000000 Penalty: 5262.949219
	Iteration 29Q: 3 clusters Score -4831583 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4831610.000000 Penalty: 5262.949219
	Iteration 30Q: 3 clusters Score -4831610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4831637.500000 Penalty: 5262.949219
	Iteration 31Q: 3 clusters Score -4831638 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4831627.000000 Penalty: 5262.949219
	Iteration 32Q: 3 clusters Score -4831627 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4831651.500000 Penalty: 5262.949219
	Iteration 33Q: 3 clusters Score -4831652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4831678.000000 Penalty: 5262.949219
	Iteration 34Q: 3 clusters Score -4831678 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4831693.500000 Penalty: 5262.949219
	Iteration 35Q: 3 clusters Score -4831694 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4831716.000000 Penalty: 5262.949219
	Iteration 36Q: 3 clusters Score -4831716 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4831740.500000 Penalty: 5262.949219
	Iteration 37Q: 3 clusters Score -4831740 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4831746.000000 Penalty: 5262.949219
	Iteration 38Q: 3 clusters Score -4831746 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4831760.000000 Penalty: 5262.949219
	Iteration 39Q: 3 clusters Score -4831760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -4831777.000000 Penalty: 5262.949219
	Iteration 40F: 3 clusters Score -4831777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4831819.500000 Penalty: 5262.949219
	Iteration 41Q: 3 clusters Score -4831820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -4831851.000000 Penalty: 5262.949219
	Iteration 42Q: 3 clusters Score -4831851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4831847.500000 Penalty: 5262.949219
	Iteration 43Q: 3 clusters Score -4831848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4831842.000000 Penalty: 5262.949219
	Iteration 44Q: 3 clusters Score -4831842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4831857.000000 Penalty: 5262.949219
	Iteration 45Q: 3 clusters Score -4831857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4831875.500000 Penalty: 5262.949219
	Iteration 46Q: 3 clusters Score -4831876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4831875.000000 Penalty: 5262.949219
	Iteration 47Q: 3 clusters Score -4831875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -4831873.000000 Penalty: 5262.949219
	Iteration 48Q: 3 clusters Score -4831873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4831875.000000 Penalty: 5262.949219
	Iteration 49Q: 3 clusters Score -4831875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4831882.500000 Penalty: 5262.949219
	Iteration 50Q: 3 clusters Score -4831882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4831888.500000 Penalty: 5262.949219
	Iteration 51Q: 3 clusters Score -4831888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4831899.500000 Penalty: 5262.949219
	Iteration 52Q: 3 clusters Score -4831900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4831905.500000 Penalty: 5262.949219
	Iteration 53Q: 3 clusters Score -4831906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4831894.000000 Penalty: 5262.949219
	Iteration 54Q: 3 clusters Score -4831894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4831907.000000 Penalty: 5262.949219
	Iteration 55Q: 3 clusters Score -4831907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4831898.500000 Penalty: 5262.949219
	Iteration 56Q: 3 clusters Score -4831898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4831899.000000 Penalty: 5262.949219
	Iteration 57Q: 3 clusters Score -4831899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4831896.000000 Penalty: 5262.949219
	Iteration 58Q: 3 clusters Score -4831896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4831899.500000 Penalty: 5262.949219
	Iteration 59Q: 3 clusters Score -4831900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4831922.000000 Penalty: 5262.949219
	Iteration 60F: 3 clusters Score -4831922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4831919.500000 Penalty: 5262.949219
	Iteration 61Q: 3 clusters Score -4831920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4831929.000000 Penalty: 5262.949219
	Iteration 62Q: 3 clusters Score -4831929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4831943.000000 Penalty: 5262.949219
	Iteration 63Q: 3 clusters Score -4831943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4831936.500000 Penalty: 5262.949219
	Iteration 64Q: 3 clusters Score -4831936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4831938.500000 Penalty: 5262.949219
	Iteration 65Q: 3 clusters Score -4831938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4831938.000000 Penalty: 5262.949219
	Iteration 66Q: 3 clusters Score -4831938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4831946.000000 Penalty: 5262.949219
	Iteration 67Q: 3 clusters Score -4831946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4831936.000000 Penalty: 5262.949219
	Iteration 68Q: 3 clusters Score -4831936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4831932.500000 Penalty: 5262.949219
	Iteration 69Q: 3 clusters Score -4831932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4831932.500000 Penalty: 5262.949219
	Iteration 70Q: 3 clusters Score -4831932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4831940.000000 Penalty: 5262.949219
	Iteration 71Q: 3 clusters Score -4831940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4831944.500000 Penalty: 5262.949219
	Iteration 72Q: 3 clusters Score -4831944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4831967.500000 Penalty: 5262.949219
	Iteration 73Q: 3 clusters Score -4831968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4831978.500000 Penalty: 5262.949219
	Iteration 74Q: 3 clusters Score -4831978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4831993.500000 Penalty: 5262.949219
	Iteration 75Q: 3 clusters Score -4831994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4832021.500000 Penalty: 5262.949219
	Iteration 76Q: 3 clusters Score -4832022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4832025.500000 Penalty: 5262.949219
	Iteration 77Q: 3 clusters Score -4832026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -4832026.000000 Penalty: 5262.949219
	Iteration 78Q: 3 clusters Score -4832026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4832043.500000 Penalty: 5262.949219
	Iteration 79Q: 3 clusters Score -4832044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4832068.000000 Penalty: 5262.949219
	Iteration 80F: 3 clusters Score -4832068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4832070.000000 Penalty: 5262.949219
	Iteration 81Q: 3 clusters Score -4832070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4832071.500000 Penalty: 5262.949219
	Iteration 82Q: 3 clusters Score -4832072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4832091.000000 Penalty: 5262.949219
	Iteration 83Q: 3 clusters Score -4832091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4832093.000000 Penalty: 5262.949219
	Iteration 84Q: 3 clusters Score -4832093 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -4832096.500000 Penalty: 5262.949219
	Iteration 85Q: 3 clusters Score -4832096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4832114.000000 Penalty: 5262.949219
	Iteration 86Q: 3 clusters Score -4832114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4832128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4832132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4832142.500000 Penalty: 5262.949219
	Iteration 89Q: 3 clusters Score -4832142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4832158.500000 Penalty: 5262.949219
	Iteration 90Q: 3 clusters Score -4832158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4832178.500000 Penalty: 5262.949219
	Iteration 91Q: 3 clusters Score -4832178 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4832186.000000 Penalty: 5262.949219
	Iteration 92Q: 3 clusters Score -4832186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4832226.500000 Penalty: 5262.949219
	Iteration 93Q: 3 clusters Score -4832226 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4832220.500000 Penalty: 5262.949219
	Iteration 94Q: 3 clusters Score -4832220 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4832231.500000 Penalty: 5262.949219
	Iteration 95Q: 3 clusters Score -4832232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4832265.500000 Penalty: 5262.949219
	Iteration 96Q: 3 clusters Score -4832266 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4832281.500000 Penalty: 5262.949219
	Iteration 97Q: 3 clusters Score -4832282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4832317 nChanged 181
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Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4832300 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4832347 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4832340 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4832372.500000 Penalty: 5262.949219
	Iteration 102Q: 3 clusters Score -4832372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4832412 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4832453.000000 Penalty: 5262.949219
	Iteration 104Q: 3 clusters Score -4832453 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4832474 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4832510 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4832565 nChanged 269
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Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4832612 nChanged 283
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Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4832677 nChanged 292
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Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4832736 nChanged 315
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Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4832809 nChanged 343
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Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4832870 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4832938 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4833056 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4833148 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4833274 nChanged 412
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Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4833389 nChanged 424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4833533 nChanged 392
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Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4833664 nChanged 357
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Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4833784 nChanged 355
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Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4833931.500000 Penalty: 5262.949219
	Iteration 121Q: 3 clusters Score -4833932 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4834082 nChanged 357
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Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4834215.000000 Penalty: 5262.949219
	Iteration 123Q: 3 clusters Score -4834215 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4834304 nChanged 318
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Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4834413.500000 Penalty: 5262.949219
	Iteration 125Q: 3 clusters Score -4834414 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4834514 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4834616.500000 Penalty: 5262.949219
	Iteration 127Q: 3 clusters Score -4834616 nChanged 235
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Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4834704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4834807.000000 Penalty: 5262.949219
	Iteration 129Q: 3 clusters Score -4834807 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4834882 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4834963.000000 Penalty: 5262.949219
	Iteration 131Q: 3 clusters Score -4834963 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4834986 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4835043.000000 Penalty: 5262.949219
	Iteration 133Q: 3 clusters Score -4835043 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4835094.000000 Penalty: 5262.949219
	Iteration 134Q: 3 clusters Score -4835094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4835143.500000 Penalty: 5262.949219
	Iteration 135Q: 3 clusters Score -4835144 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4835208.000000 Penalty: 5262.949219
	Iteration 136Q: 3 clusters Score -4835208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4835248.500000 Penalty: 5262.949219
	Iteration 137Q: 3 clusters Score -4835248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4835297 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4835338.000000 Penalty: 5262.949219
	Iteration 139Q: 3 clusters Score -4835338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4835362.000000 Penalty: 5262.949219
	Iteration 140F: 3 clusters Score -4835362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4835397.500000 Penalty: 5262.949219
	Iteration 141Q: 3 clusters Score -4835398 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4835424.500000 Penalty: 5262.949219
	Iteration 142Q: 3 clusters Score -4835424 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4835458.000000 Penalty: 5262.949219
	Iteration 143Q: 3 clusters Score -4835458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4835469.500000 Penalty: 5262.949219
	Iteration 144Q: 3 clusters Score -4835470 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4835493.000000 Penalty: 5262.949219
	Iteration 145Q: 3 clusters Score -4835493 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4835495.500000 Penalty: 5262.949219
	Iteration 146Q: 3 clusters Score -4835496 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4835506.000000 Penalty: 5262.949219
	Iteration 147Q: 3 clusters Score -4835506 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4835509.500000 Penalty: 5262.949219
	Iteration 148Q: 3 clusters Score -4835510 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4835508.500000 Penalty: 5262.949219
	Iteration 149Q: 3 clusters Score -4835508 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4835519.500000 Penalty: 5262.949219
	Iteration 150Q: 3 clusters Score -4835520 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4835523.500000 Penalty: 5262.949219
	Iteration 151Q: 3 clusters Score -4835524 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4835529.500000 Penalty: 5262.949219
	Iteration 152Q: 3 clusters Score -4835530 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4835541.000000 Penalty: 5262.949219
	Iteration 153Q: 3 clusters Score -4835541 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4835546.500000 Penalty: 5262.949219
	Iteration 154Q: 3 clusters Score -4835546 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39776 members 
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Entering Unmasked Estep 
Score: -4835555.500000 Penalty: 5262.949219
	Iteration 155Q: 3 clusters Score -4835556 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4835558 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4835565.500000 Penalty: 5262.949219
	Iteration 157Q: 3 clusters Score -4835566 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4835576.500000 Penalty: 5262.949219
	Iteration 158Q: 3 clusters Score -4835576 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4835575.000000 Penalty: 5262.949219
	Iteration 159Q: 3 clusters Score -4835575 nChanged 7
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Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4835572.000000 Penalty: 5262.949219
	Iteration 160F: 3 clusters Score -4835572 nChanged 7
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Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4835580.000000 Penalty: 5262.949219
	Iteration 161Q: 3 clusters Score -4835580 nChanged 7
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Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4835580 nChanged 4
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Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4835587.000000 Penalty: 5262.949219
	Iteration 163Q: 3 clusters Score -4835587 nChanged 3
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Mstep: Class 1 contains 39839 members 
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Entering Unmasked Estep 
Score: -4835584.500000 Penalty: 5262.949219
	Iteration 164Q: 3 clusters Score -4835584 nChanged 5
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Mstep: Class 1 contains 39844 members 
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Entering Unmasked Estep 
Score: -4835591.000000 Penalty: 5262.949219
	Iteration 165Q: 3 clusters Score -4835591 nChanged 4
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Mstep: Class 1 contains 39848 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4835588 nChanged 8
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Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4835597.000000 Penalty: 5262.949219
	Iteration 167Q: 3 clusters Score -4835597 nChanged 12
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Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4835597 nChanged 9
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Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4835605.500000 Penalty: 5262.949219
	Iteration 169Q: 3 clusters Score -4835606 nChanged 9
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Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4835603.000000 Penalty: 5262.949219
	Iteration 170Q: 3 clusters Score -4835603 nChanged 9
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Mstep: Class 1 contains 39885 members 
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Entering Unmasked Estep 
Score: -4835611.000000 Penalty: 5262.949219
	Iteration 171Q: 3 clusters Score -4835611 nChanged 12
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Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4835618.000000 Penalty: 5262.949219
	Iteration 172Q: 3 clusters Score -4835618 nChanged 9
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Mstep: Class 1 contains 39900 members 
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Entering Unmasked Estep 
Score: -4835622.000000 Penalty: 5262.949219
	Iteration 173Q: 3 clusters Score -4835622 nChanged 7
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Mstep: Class 1 contains 39907 members 
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Entering Unmasked Estep 
Score: -4835627.000000 Penalty: 5262.949219
	Iteration 174Q: 3 clusters Score -4835627 nChanged 10
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Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4835634.000000 Penalty: 5262.949219
	Iteration 175Q: 3 clusters Score -4835634 nChanged 7
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Entering Unmasked Estep 
Score: -4835637.500000 Penalty: 5262.949219
	Iteration 176Q: 3 clusters Score -4835638 nChanged 3
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Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4835638 nChanged 2
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Mstep: Class 1 contains 39925 members 
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Score: -4835643.500000 Penalty: 5262.949219
	Iteration 178Q: 3 clusters Score -4835644 nChanged 2
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Mstep: Class 1 contains 39927 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4835642 nChanged 3
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Entering Unmasked Estep 
Score: -4835642.000000 Penalty: 5262.949219
	Iteration 180F: 3 clusters Score -4835642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4835647.500000 Penalty: 5262.949219
	Iteration 181Q: 3 clusters Score -4835648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4835647.500000 Penalty: 5262.949219
	Iteration 182Q: 3 clusters Score -4835648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4835649.500000 Penalty: 5262.949219
	Iteration 183Q: 3 clusters Score -4835650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4835648.500000 Penalty: 5262.949219
	Iteration 184Q: 3 clusters Score -4835648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4835652.000000 Penalty: 5262.949219
	Iteration 185Q: 3 clusters Score -4835652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4835652.000000 Penalty: 5262.949219
	Iteration 186F: 3 clusters Score -4835652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Entering Unmasked Estep 
Score: -988710.812500 Penalty: 2249.969238
	Iteration 0F: 2 clusters Score -988710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -981809.750000 Penalty: 4499.938477
	Iteration 0F: 3 clusters Score -981809.8 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -983764.437500 Penalty: 4499.938477
	Iteration 1F: 3 clusters Score -983764.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -984119.812500 Penalty: 4499.938477
	Iteration 2F: 3 clusters Score -984119.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -984481.937500 Penalty: 4499.938477
	Iteration 3F: 3 clusters Score -984481.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -984898.500000 Penalty: 4499.938477
	Iteration 4F: 3 clusters Score -984898.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -985406.000000 Penalty: 4499.938477
	Iteration 5F: 3 clusters Score -985406 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -985884.500000 Penalty: 4499.938477
	Iteration 6F: 3 clusters Score -985884.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -986292.750000 Penalty: 4499.938477
	Iteration 7F: 3 clusters Score -986292.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -986595.750000 Penalty: 4499.938477
	Iteration 8Q: 3 clusters Score -986595.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -986776.187500 Penalty: 4499.938477
	Iteration 9Q: 3 clusters Score -986776.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -986867.125000 Penalty: 4499.938477
	Iteration 10Q: 3 clusters Score -986867.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -986920.500000 Penalty: 4499.938477
	Iteration 11Q: 3 clusters Score -986920.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -986961.187500 Penalty: 4499.938477
	Iteration 12Q: 3 clusters Score -986961.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -986996.000000 Penalty: 4499.938477
	Iteration 13Q: 3 clusters Score -986996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -987024.687500 Penalty: 4499.938477
	Iteration 14Q: 3 clusters Score -987024.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -987046.687500 Penalty: 4499.938477
	Iteration 15Q: 3 clusters Score -987046.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -987057.750000 Penalty: 4499.938477
	Iteration 16Q: 3 clusters Score -987057.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -987066.250000 Penalty: 4499.938477
	Iteration 17Q: 3 clusters Score -987066.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -987070.750000 Penalty: 4499.938477
	Iteration 18Q: 3 clusters Score -987070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -987076.937500 Penalty: 4499.938477
	Iteration 19Q: 3 clusters Score -987076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -987083.250000 Penalty: 4499.938477
	Iteration 20F: 3 clusters Score -987083.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -987083.875000 Penalty: 4499.938477
	Iteration 21Q: 3 clusters Score -987083.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -987087.187500 Penalty: 4499.938477
	Iteration 22Q: 3 clusters Score -987087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -987088.812500 Penalty: 4499.938477
	Iteration 23Q: 3 clusters Score -987088.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -987091.250000 Penalty: 4499.938477
	Iteration 24Q: 3 clusters Score -987091.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -987096.812500 Penalty: 4499.938477
	Iteration 25Q: 3 clusters Score -987096.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -987098.625000 Penalty: 4499.938477
	Iteration 26Q: 3 clusters Score -987098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -987101.437500 Penalty: 4499.938477
	Iteration 27Q: 3 clusters Score -987101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -987101.125000 Penalty: 4499.938477
	Iteration 28Q: 3 clusters Score -987101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -987102.875000 Penalty: 4499.938477
	Iteration 29Q: 3 clusters Score -987102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -987104.562500 Penalty: 4499.938477
	Iteration 30Q: 3 clusters Score -987104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -987103.125000 Penalty: 4499.938477
	Iteration 31Q: 3 clusters Score -987103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -987104.312500 Penalty: 4499.938477
	Iteration 32Q: 3 clusters Score -987104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -987104.312500 Penalty: 4499.938477
	Iteration 33F: 3 clusters Score -987104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Entering Unmasked Estep 
Score: -3535070.750000 Penalty: 2553.684814
	Iteration 0F: 2 clusters Score -3535071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3514632.000000 Penalty: 5107.369629
	Iteration 0F: 3 clusters Score -3514632 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3522000.750000 Penalty: 5107.369629
	Iteration 1F: 3 clusters Score -3522001 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3522457.750000 Penalty: 5107.369629
	Iteration 2Q: 3 clusters Score -3522458 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3522796.500000 Penalty: 5107.369629
	Iteration 3Q: 3 clusters Score -3522796 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3523080.750000 Penalty: 5107.369629
	Iteration 4Q: 3 clusters Score -3523081 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3523332.250000 Penalty: 5107.369629
	Iteration 5Q: 3 clusters Score -3523332 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3523525.750000 Penalty: 5107.369629
	Iteration 6Q: 3 clusters Score -3523526 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3523761.500000 Penalty: 5107.369629
	Iteration 7Q: 3 clusters Score -3523762 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3524003.750000 Penalty: 5107.369629
	Iteration 8Q: 3 clusters Score -3524004 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3524305.500000 Penalty: 5107.369629
	Iteration 9Q: 3 clusters Score -3524306 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3524697.500000 Penalty: 5107.369629
	Iteration 10Q: 3 clusters Score -3524698 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3525304.500000 Penalty: 5107.369629
	Iteration 11Q: 3 clusters Score -3525304 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3526133.250000 Penalty: 5107.369629
	Iteration 12Q: 3 clusters Score -3526133 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3527165.750000 Penalty: 5107.369629
	Iteration 13F: 3 clusters Score -3527166 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3528408.750000 Penalty: 5107.369629
	Iteration 14F: 3 clusters Score -3528409 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3529594.750000 Penalty: 5107.369629
	Iteration 15F: 3 clusters Score -3529595 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3530567.250000 Penalty: 5107.369629
	Iteration 16Q: 3 clusters Score -3530567 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3531344.500000 Penalty: 5107.369629
	Iteration 17Q: 3 clusters Score -3531344 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3531890.750000 Penalty: 5107.369629
	Iteration 18Q: 3 clusters Score -3531891 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3532277.500000 Penalty: 5107.369629
	Iteration 19Q: 3 clusters Score -3532278 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3532561.000000 Penalty: 5107.369629
	Iteration 20F: 3 clusters Score -3532561 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3532734.500000 Penalty: 5107.369629
	Iteration 21Q: 3 clusters Score -3532734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3532861.500000 Penalty: 5107.369629
	Iteration 22Q: 3 clusters Score -3532862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3532928.000000 Penalty: 5107.369629
	Iteration 23Q: 3 clusters Score -3532928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3533026.000000 Penalty: 5107.369629
	Iteration 24Q: 3 clusters Score -3533026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3533080.750000 Penalty: 5107.369629
	Iteration 25Q: 3 clusters Score -3533081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3533104.000000 Penalty: 5107.369629
	Iteration 26Q: 3 clusters Score -3533104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3533110.750000 Penalty: 5107.369629
	Iteration 27Q: 3 clusters Score -3533111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3533122.750000 Penalty: 5107.369629
	Iteration 28Q: 3 clusters Score -3533123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3533134.750000 Penalty: 5107.369629
	Iteration 29Q: 3 clusters Score -3533135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3533154.750000 Penalty: 5107.369629
	Iteration 30Q: 3 clusters Score -3533155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3533156.500000 Penalty: 5107.369629
	Iteration 31Q: 3 clusters Score -3533156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3533162.250000 Penalty: 5107.369629
	Iteration 32Q: 3 clusters Score -3533162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3533169.000000 Penalty: 5107.369629
	Iteration 33Q: 3 clusters Score -3533169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3533174.750000 Penalty: 5107.369629
	Iteration 34Q: 3 clusters Score -3533175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3533182.500000 Penalty: 5107.369629
	Iteration 35Q: 3 clusters Score -3533182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3533191.500000 Penalty: 5107.369629
	Iteration 36Q: 3 clusters Score -3533192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3533191.000000 Penalty: 5107.369629
	Iteration 37Q: 3 clusters Score -3533191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3533198.500000 Penalty: 5107.369629
	Iteration 38Q: 3 clusters Score -3533198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3533205.500000 Penalty: 5107.369629
	Iteration 39Q: 3 clusters Score -3533206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3533209.250000 Penalty: 5107.369629
	Iteration 40F: 3 clusters Score -3533209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3533214.500000 Penalty: 5107.369629
	Iteration 41Q: 3 clusters Score -3533214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3533222.500000 Penalty: 5107.369629
	Iteration 42Q: 3 clusters Score -3533222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3533220.750000 Penalty: 5107.369629
	Iteration 43Q: 3 clusters Score -3533221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3533222.000000 Penalty: 5107.369629
	Iteration 44Q: 3 clusters Score -3533222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3533224.500000 Penalty: 5107.369629
	Iteration 45Q: 3 clusters Score -3533224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3533222.000000 Penalty: 5107.369629
	Iteration 46Q: 3 clusters Score -3533222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3533228.000000 Penalty: 5107.369629
	Iteration 47Q: 3 clusters Score -3533228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3533224.250000 Penalty: 5107.369629
	Iteration 48Q: 3 clusters Score -3533224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3533233.250000 Penalty: 5107.369629
	Iteration 49Q: 3 clusters Score -3533233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3533234.250000 Penalty: 5107.369629
	Iteration 50Q: 3 clusters Score -3533234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3533236.000000 Penalty: 5107.369629
	Iteration 51Q: 3 clusters Score -3533236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3533240.250000 Penalty: 5107.369629
	Iteration 52Q: 3 clusters Score -3533240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3533241.250000 Penalty: 5107.369629
	Iteration 53Q: 3 clusters Score -3533241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3533241.250000 Penalty: 5107.369629
	Iteration 54F: 3 clusters Score -3533241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -816326.562500 Penalty: 2213.545654
	Iteration 0F: 2 clusters Score -816326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -810212.875000 Penalty: 4427.091309
	Iteration 0F: 3 clusters Score -810212.9 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -812004.562500 Penalty: 4427.091309
	Iteration 1F: 3 clusters Score -812004.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -812283.375000 Penalty: 4427.091309
	Iteration 2F: 3 clusters Score -812283.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -812473.062500 Penalty: 4427.091309
	Iteration 3Q: 3 clusters Score -812473.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -812612.687500 Penalty: 4427.091309
	Iteration 4Q: 3 clusters Score -812612.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -812736.312500 Penalty: 4427.091309
	Iteration 5Q: 3 clusters Score -812736.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -812864.375000 Penalty: 4427.091309
	Iteration 6Q: 3 clusters Score -812864.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -813000.625000 Penalty: 4427.091309
	Iteration 7Q: 3 clusters Score -813000.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -813142.312500 Penalty: 4427.091309
	Iteration 8Q: 3 clusters Score -813142.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -813289.500000 Penalty: 4427.091309
	Iteration 9Q: 3 clusters Score -813289.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -813441.437500 Penalty: 4427.091309
	Iteration 10Q: 3 clusters Score -813441.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -813576.937500 Penalty: 4427.091309
	Iteration 11Q: 3 clusters Score -813576.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -813706.875000 Penalty: 4427.091309
	Iteration 12Q: 3 clusters Score -813706.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -813800.562500 Penalty: 4427.091309
	Iteration 13Q: 3 clusters Score -813800.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -813889.187500 Penalty: 4427.091309
	Iteration 14Q: 3 clusters Score -813889.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -813968.750000 Penalty: 4427.091309
	Iteration 15Q: 3 clusters Score -813968.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -814038.750000 Penalty: 4427.091309
	Iteration 16Q: 3 clusters Score -814038.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -814095.437500 Penalty: 4427.091309
	Iteration 17Q: 3 clusters Score -814095.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -814164.937500 Penalty: 4427.091309
	Iteration 18Q: 3 clusters Score -814164.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -814244.562500 Penalty: 4427.091309
	Iteration 19Q: 3 clusters Score -814244.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -814322.125000 Penalty: 4427.091309
	Iteration 20F: 3 clusters Score -814322.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -814401.062500 Penalty: 4427.091309
	Iteration 21Q: 3 clusters Score -814401.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -814465.250000 Penalty: 4427.091309
	Iteration 22Q: 3 clusters Score -814465.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -814513.375000 Penalty: 4427.091309
	Iteration 23Q: 3 clusters Score -814513.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -814566.875000 Penalty: 4427.091309
	Iteration 24Q: 3 clusters Score -814566.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -814610.125000 Penalty: 4427.091309
	Iteration 25Q: 3 clusters Score -814610.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -814663.437500 Penalty: 4427.091309
	Iteration 26Q: 3 clusters Score -814663.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -814695.125000 Penalty: 4427.091309
	Iteration 27Q: 3 clusters Score -814695.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -814718.687500 Penalty: 4427.091309
	Iteration 28Q: 3 clusters Score -814718.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -814740.937500 Penalty: 4427.091309
	Iteration 29Q: 3 clusters Score -814740.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -814759.375000 Penalty: 4427.091309
	Iteration 30Q: 3 clusters Score -814759.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -814780.250000 Penalty: 4427.091309
	Iteration 31Q: 3 clusters Score -814780.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -814794.500000 Penalty: 4427.091309
	Iteration 32Q: 3 clusters Score -814794.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -814807.437500 Penalty: 4427.091309
	Iteration 33Q: 3 clusters Score -814807.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -814819.375000 Penalty: 4427.091309
	Iteration 34Q: 3 clusters Score -814819.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -814828.687500 Penalty: 4427.091309
	Iteration 35Q: 3 clusters Score -814828.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -814835.875000 Penalty: 4427.091309
	Iteration 36Q: 3 clusters Score -814835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -814841.625000 Penalty: 4427.091309
	Iteration 37Q: 3 clusters Score -814841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -814848.437500 Penalty: 4427.091309
	Iteration 38Q: 3 clusters Score -814848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -814852.875000 Penalty: 4427.091309
	Iteration 39Q: 3 clusters Score -814852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -814858.250000 Penalty: 4427.091309
	Iteration 40F: 3 clusters Score -814858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -814861.750000 Penalty: 4427.091309
	Iteration 41Q: 3 clusters Score -814861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -814862.500000 Penalty: 4427.091309
	Iteration 42Q: 3 clusters Score -814862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -814864.812500 Penalty: 4427.091309
	Iteration 43Q: 3 clusters Score -814864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -814867.562500 Penalty: 4427.091309
	Iteration 44Q: 3 clusters Score -814867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -814867.812500 Penalty: 4427.091309
	Iteration 45Q: 3 clusters Score -814867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -814868.750000 Penalty: 4427.091309
	Iteration 46Q: 3 clusters Score -814868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -814869.000000 Penalty: 4427.091309
	Iteration 47Q: 3 clusters Score -814869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -814871.250000 Penalty: 4427.091309
	Iteration 48Q: 3 clusters Score -814871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -814872.187500 Penalty: 4427.091309
	Iteration 49Q: 3 clusters Score -814872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -814875.875000 Penalty: 4427.091309
	Iteration 50Q: 3 clusters Score -814875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -814874.687500 Penalty: 4427.091309
	Iteration 51Q: 3 clusters Score -814874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -814874.687500 Penalty: 4427.091309
	Iteration 52F: 3 clusters Score -814874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 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 603 members 
Entering Unmasked Estep 
Score: -137524.406250 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137524.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137870.562500 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137870.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137962.781250 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -137962.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138009.546875 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -138009.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138048.718750 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -138048.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138080.953125 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138095.890625 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138107.734375 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138107.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -138117.406250 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138117.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138124.187500 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138129.015625 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138136.375000 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138140.906250 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138152.843750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138166.578125 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138182.812500 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138196.640625 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138207.093750 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138207.1 nChanged 14
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: -138228.187500 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138247.312500 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -138271.812500 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -138368.812500 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138368.8 nChanged 35
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: -138470.531250 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138470.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138564.359375 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -138564.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -138632.968750 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -138633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138674.968750 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -138675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138704.765625 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -138704.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -138730.687500 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -138730.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -138745.671875 Penalty: 3523.655518
	Iteration 28Q: 3 clusters Score -138745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -138753.218750 Penalty: 3523.655518
	Iteration 29Q: 3 clusters Score -138753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138756.921875 Penalty: 3523.655518
	Iteration 30Q: 3 clusters Score -138756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138760.453125 Penalty: 3523.655518
	Iteration 31Q: 3 clusters Score -138760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -138762.109375 Penalty: 3523.655518
	Iteration 32Q: 3 clusters Score -138762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138765.453125 Penalty: 3523.655518
	Iteration 33Q: 3 clusters Score -138765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138767.890625 Penalty: 3523.655518
	Iteration 34Q: 3 clusters Score -138767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -138770.312500 Penalty: 3523.655518
	Iteration 35Q: 3 clusters Score -138770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138771.046875 Penalty: 3523.655518
	Iteration 36Q: 3 clusters Score -138771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138771.046875 Penalty: 3523.655518
	Iteration 37F: 3 clusters Score -138771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80256.968750 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80256.97 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80599.914062 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80599.91 nChanged 70
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: -80795.539062 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80795.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80952.773438 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -80952.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81118.656250 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -81118.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81212.734375 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81212.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81296.992188 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81296.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81395.695312 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81395.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81456.835938 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81456.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81497.218750 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81497.22 nChanged 15
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: -81544.101562 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81664.523438 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81664.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81777.117188 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81777.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81851.703125 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81893.851562 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81893.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81912.945312 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81912.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81939.578125 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81939.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81997.296875 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -81997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82039.507812 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -82039.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82067.609375 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -82067.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82107.679688 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -82107.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82126.625000 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -82126.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82126.625000 Penalty: 3331.430908
	Iteration 22F: 3 clusters Score -82126.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209185 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 127478 members 
Mstep: Class 7 contains 77320 members 
Mstep: Class 8 contains 45455 members 
Mstep: Class 9 contains 72770 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51483 members 
Mstep: Class 13 contains 325540 members 
Mstep: Class 14 contains 57741 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 203439 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 19204 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40570 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29647 members 
Mstep: Class 23 contains 7522 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 460 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 5526 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 366 members 
Mstep: Class 33 contains 196314 members 
Entering Unmasked Estep 
Score: -183993472.000000 Penalty: 116968.171875
Splitting cluster 25 changes total score from -183995392.000000 to -183993472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (18325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Entering Unmasked Estep 
Score: -2136857.000000 Penalty: 2434.373535
	Iteration 0F: 2 clusters Score -2136857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2123788.500000 Penalty: 4868.747070
	Iteration 0F: 3 clusters Score -2123788 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2128034.250000 Penalty: 4868.747070
	Iteration 1F: 3 clusters Score -2128034 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2128520.000000 Penalty: 4868.747070
	Iteration 2F: 3 clusters Score -2128520 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2129030.250000 Penalty: 4868.747070
	Iteration 3F: 3 clusters Score -2129030 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2129627.000000 Penalty: 4868.747070
	Iteration 4F: 3 clusters Score -2129627 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2130324.250000 Penalty: 4868.747070
	Iteration 5F: 3 clusters Score -2130324 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2131043.500000 Penalty: 4868.747070
	Iteration 6Q: 3 clusters Score -2131044 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2131646.750000 Penalty: 4868.747070
	Iteration 7Q: 3 clusters Score -2131647 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2132166.750000 Penalty: 4868.747070
	Iteration 8Q: 3 clusters Score -2132167 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2132610.250000 Penalty: 4868.747070
	Iteration 9Q: 3 clusters Score -2132610 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2132991.000000 Penalty: 4868.747070
	Iteration 10Q: 3 clusters Score -2132991 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2133327.250000 Penalty: 4868.747070
	Iteration 11Q: 3 clusters Score -2133327 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2133610.250000 Penalty: 4868.747070
	Iteration 12Q: 3 clusters Score -2133610 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2133800.000000 Penalty: 4868.747070
	Iteration 13Q: 3 clusters Score -2133800 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2133977.500000 Penalty: 4868.747070
	Iteration 14Q: 3 clusters Score -2133978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2134138.750000 Penalty: 4868.747070
	Iteration 15Q: 3 clusters Score -2134139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2134269.000000 Penalty: 4868.747070
	Iteration 16Q: 3 clusters Score -2134269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2134372.250000 Penalty: 4868.747070
	Iteration 17Q: 3 clusters Score -2134372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2134465.750000 Penalty: 4868.747070
	Iteration 18Q: 3 clusters Score -2134466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2134523.250000 Penalty: 4868.747070
	Iteration 19Q: 3 clusters Score -2134523 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2134566.000000 Penalty: 4868.747070
	Iteration 20F: 3 clusters Score -2134566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2134596.250000 Penalty: 4868.747070
	Iteration 21Q: 3 clusters Score -2134596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2134623.750000 Penalty: 4868.747070
	Iteration 22Q: 3 clusters Score -2134624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2134633.250000 Penalty: 4868.747070
	Iteration 23Q: 3 clusters Score -2134633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2134650.250000 Penalty: 4868.747070
	Iteration 24Q: 3 clusters Score -2134650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2134672.750000 Penalty: 4868.747070
	Iteration 25Q: 3 clusters Score -2134673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2134694.500000 Penalty: 4868.747070
	Iteration 26Q: 3 clusters Score -2134694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2134707.250000 Penalty: 4868.747070
	Iteration 27Q: 3 clusters Score -2134707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2134718.000000 Penalty: 4868.747070
	Iteration 28Q: 3 clusters Score -2134718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2134724.500000 Penalty: 4868.747070
	Iteration 29Q: 3 clusters Score -2134724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2134742.000000 Penalty: 4868.747070
	Iteration 30Q: 3 clusters Score -2134742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2134746.250000 Penalty: 4868.747070
	Iteration 31Q: 3 clusters Score -2134746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2134753.000000 Penalty: 4868.747070
	Iteration 32Q: 3 clusters Score -2134753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2134751.000000 Penalty: 4868.747070
	Iteration 33Q: 3 clusters Score -2134751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2134756.000000 Penalty: 4868.747070
	Iteration 34Q: 3 clusters Score -2134756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2134755.000000 Penalty: 4868.747070
	Iteration 35Q: 3 clusters Score -2134755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2134755.750000 Penalty: 4868.747070
	Iteration 36Q: 3 clusters Score -2134756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2134761.250000 Penalty: 4868.747070
	Iteration 37Q: 3 clusters Score -2134761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2134761.250000 Penalty: 4868.747070
	Iteration 38F: 3 clusters Score -2134761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -401846.718750 Penalty: 2032.784668
	Iteration 0F: 2 clusters Score -401846.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -398197.093750 Penalty: 4065.569336
	Iteration 0F: 3 clusters Score -398197.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -399001.156250 Penalty: 4065.569336
	Iteration 1F: 3 clusters Score -399001.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -399165.125000 Penalty: 4065.569336
	Iteration 2F: 3 clusters Score -399165.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -399275.781250 Penalty: 4065.569336
	Iteration 3Q: 3 clusters Score -399275.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -399342.718750 Penalty: 4065.569336
	Iteration 4Q: 3 clusters Score -399342.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -399401.468750 Penalty: 4065.569336
	Iteration 5Q: 3 clusters Score -399401.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -399452.593750 Penalty: 4065.569336
	Iteration 6Q: 3 clusters Score -399452.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -399498.406250 Penalty: 4065.569336
	Iteration 7Q: 3 clusters Score -399498.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -399536.812500 Penalty: 4065.569336
	Iteration 8Q: 3 clusters Score -399536.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -399586.031250 Penalty: 4065.569336
	Iteration 9Q: 3 clusters Score -399586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -399638.906250 Penalty: 4065.569336
	Iteration 10Q: 3 clusters Score -399638.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -399693.937500 Penalty: 4065.569336
	Iteration 11Q: 3 clusters Score -399693.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -399756.406250 Penalty: 4065.569336
	Iteration 12Q: 3 clusters Score -399756.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -399816.562500 Penalty: 4065.569336
	Iteration 13Q: 3 clusters Score -399816.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -399903.875000 Penalty: 4065.569336
	Iteration 14Q: 3 clusters Score -399903.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -400007.750000 Penalty: 4065.569336
	Iteration 15Q: 3 clusters Score -400007.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -400142.687500 Penalty: 4065.569336
	Iteration 16Q: 3 clusters Score -400142.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -400347.843750 Penalty: 4065.569336
	Iteration 17Q: 3 clusters Score -400347.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -400578.687500 Penalty: 4065.569336
	Iteration 18Q: 3 clusters Score -400578.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -400781.937500 Penalty: 4065.569336
	Iteration 19Q: 3 clusters Score -400781.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -400926.343750 Penalty: 4065.569336
	Iteration 20F: 3 clusters Score -400926.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -401021.281250 Penalty: 4065.569336
	Iteration 21Q: 3 clusters Score -401021.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -401067.687500 Penalty: 4065.569336
	Iteration 22Q: 3 clusters Score -401067.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -401097.406250 Penalty: 4065.569336
	Iteration 23Q: 3 clusters Score -401097.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -401114.187500 Penalty: 4065.569336
	Iteration 24Q: 3 clusters Score -401114.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -401122.437500 Penalty: 4065.569336
	Iteration 25Q: 3 clusters Score -401122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -401130.937500 Penalty: 4065.569336
	Iteration 26Q: 3 clusters Score -401130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -401133.843750 Penalty: 4065.569336
	Iteration 27Q: 3 clusters Score -401133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -401134.687500 Penalty: 4065.569336
	Iteration 28Q: 3 clusters Score -401134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -401134.687500 Penalty: 4065.569336
	Iteration 29F: 3 clusters Score -401134.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -611589.562500 Penalty: 2137.070557
	Iteration 0F: 2 clusters Score -611589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -606747.562500 Penalty: 4274.141113
	Iteration 0F: 3 clusters Score -606747.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -607983.500000 Penalty: 4274.141113
	Iteration 1F: 3 clusters Score -607983.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -608349.625000 Penalty: 4274.141113
	Iteration 2F: 3 clusters Score -608349.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -608611.375000 Penalty: 4274.141113
	Iteration 3F: 3 clusters Score -608611.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -608802.375000 Penalty: 4274.141113
	Iteration 4F: 3 clusters Score -608802.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -608979.187500 Penalty: 4274.141113
	Iteration 5Q: 3 clusters Score -608979.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -609131.375000 Penalty: 4274.141113
	Iteration 6Q: 3 clusters Score -609131.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -609271.000000 Penalty: 4274.141113
	Iteration 7Q: 3 clusters Score -609271 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -609431.000000 Penalty: 4274.141113
	Iteration 8Q: 3 clusters Score -609431 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -609562.750000 Penalty: 4274.141113
	Iteration 9Q: 3 clusters Score -609562.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -609671.000000 Penalty: 4274.141113
	Iteration 10Q: 3 clusters Score -609671 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -609746.750000 Penalty: 4274.141113
	Iteration 11Q: 3 clusters Score -609746.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -609813.937500 Penalty: 4274.141113
	Iteration 12Q: 3 clusters Score -609813.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -609886.187500 Penalty: 4274.141113
	Iteration 13Q: 3 clusters Score -609886.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -609961.812500 Penalty: 4274.141113
	Iteration 14Q: 3 clusters Score -609961.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -610024.812500 Penalty: 4274.141113
	Iteration 15Q: 3 clusters Score -610024.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -610078.562500 Penalty: 4274.141113
	Iteration 16Q: 3 clusters Score -610078.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -610114.375000 Penalty: 4274.141113
	Iteration 17Q: 3 clusters Score -610114.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -610139.187500 Penalty: 4274.141113
	Iteration 18Q: 3 clusters Score -610139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -610159.875000 Penalty: 4274.141113
	Iteration 19Q: 3 clusters Score -610159.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -610177.437500 Penalty: 4274.141113
	Iteration 20F: 3 clusters Score -610177.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -610189.187500 Penalty: 4274.141113
	Iteration 21Q: 3 clusters Score -610189.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -610195.062500 Penalty: 4274.141113
	Iteration 22Q: 3 clusters Score -610195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -610202.375000 Penalty: 4274.141113
	Iteration 23Q: 3 clusters Score -610202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -610206.500000 Penalty: 4274.141113
	Iteration 24Q: 3 clusters Score -610206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -610210.437500 Penalty: 4274.141113
	Iteration 25Q: 3 clusters Score -610210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -610213.750000 Penalty: 4274.141113
	Iteration 26Q: 3 clusters Score -610213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -610217.562500 Penalty: 4274.141113
	Iteration 27Q: 3 clusters Score -610217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -610224.687500 Penalty: 4274.141113
	Iteration 28Q: 3 clusters Score -610224.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -610231.562500 Penalty: 4274.141113
	Iteration 29Q: 3 clusters Score -610231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -610237.375000 Penalty: 4274.141113
	Iteration 30Q: 3 clusters Score -610237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -610241.500000 Penalty: 4274.141113
	Iteration 31Q: 3 clusters Score -610241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -610244.562500 Penalty: 4274.141113
	Iteration 32Q: 3 clusters Score -610244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -610244.812500 Penalty: 4274.141113
	Iteration 33Q: 3 clusters Score -610244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -610246.187500 Penalty: 4274.141113
	Iteration 34Q: 3 clusters Score -610246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -610250.812500 Penalty: 4274.141113
	Iteration 35Q: 3 clusters Score -610250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -610255.437500 Penalty: 4274.141113
	Iteration 36Q: 3 clusters Score -610255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -610258.187500 Penalty: 4274.141113
	Iteration 37Q: 3 clusters Score -610258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -610258.937500 Penalty: 4274.141113
	Iteration 38Q: 3 clusters Score -610258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -610260.125000 Penalty: 4274.141113
	Iteration 39Q: 3 clusters Score -610260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -610260.750000 Penalty: 4274.141113
	Iteration 40F: 3 clusters Score -610260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -610261.625000 Penalty: 4274.141113
	Iteration 41Q: 3 clusters Score -610261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -610262.812500 Penalty: 4274.141113
	Iteration 42Q: 3 clusters Score -610262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -610262.937500 Penalty: 4274.141113
	Iteration 43Q: 3 clusters Score -610262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -610263.312500 Penalty: 4274.141113
	Iteration 44Q: 3 clusters Score -610263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -610264.562500 Penalty: 4274.141113
	Iteration 45Q: 3 clusters Score -610264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -610267.000000 Penalty: 4274.141113
	Iteration 46Q: 3 clusters Score -610267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -610267.687500 Penalty: 4274.141113
	Iteration 47Q: 3 clusters Score -610267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -610267.687500 Penalty: 4274.141113
	Iteration 48F: 3 clusters Score -610267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 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 582 members 
Entering Unmasked Estep 
Score: -127966.148438 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127966.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128282.601562 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128282.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128387.476562 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128387.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -128429.695312 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128429.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128455.343750 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128455.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128474.851562 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128482.296875 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128488.476562 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128495.406250 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128498.187500 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128500.992188 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128504.328125 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128505.312500 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128506.296875 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128511.226562 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128514.617188 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -128514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128514.617188 Penalty: 3495.568604
	Iteration 16F: 3 clusters Score -128514.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -421153.750000 Penalty: 2048.024414
	Iteration 0F: 2 clusters Score -421153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -417413.218750 Penalty: 4096.048828
	Iteration 0F: 3 clusters Score -417413.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -418436.625000 Penalty: 4096.048828
	Iteration 1F: 3 clusters Score -418436.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -418798.750000 Penalty: 4096.048828
	Iteration 2F: 3 clusters Score -418798.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -419241.968750 Penalty: 4096.048828
	Iteration 3F: 3 clusters Score -419242 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -419615.375000 Penalty: 4096.048828
	Iteration 4F: 3 clusters Score -419615.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -420004.062500 Penalty: 4096.048828
	Iteration 5F: 3 clusters Score -420004.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -420283.906250 Penalty: 4096.048828
	Iteration 6F: 3 clusters Score -420283.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -420477.531250 Penalty: 4096.048828
	Iteration 7Q: 3 clusters Score -420477.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -420588.656250 Penalty: 4096.048828
	Iteration 8Q: 3 clusters Score -420588.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -420651.843750 Penalty: 4096.048828
	Iteration 9Q: 3 clusters Score -420651.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -420693.000000 Penalty: 4096.048828
	Iteration 10Q: 3 clusters Score -420693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -420716.781250 Penalty: 4096.048828
	Iteration 11Q: 3 clusters Score -420716.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -420728.656250 Penalty: 4096.048828
	Iteration 12Q: 3 clusters Score -420728.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -420732.781250 Penalty: 4096.048828
	Iteration 13Q: 3 clusters Score -420732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -420737.000000 Penalty: 4096.048828
	Iteration 14Q: 3 clusters Score -420737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -420743.937500 Penalty: 4096.048828
	Iteration 15Q: 3 clusters Score -420743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -420747.812500 Penalty: 4096.048828
	Iteration 16Q: 3 clusters Score -420747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -420748.031250 Penalty: 4096.048828
	Iteration 17Q: 3 clusters Score -420748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -420748.906250 Penalty: 4096.048828
	Iteration 18Q: 3 clusters Score -420748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -420749.000000 Penalty: 4096.048828
	Iteration 19Q: 3 clusters Score -420749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -420749.000000 Penalty: 4096.048828
	Iteration 20F: 3 clusters Score -420749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 472 members 
Entering Unmasked Estep 
Score: -90397.429688 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90397.43 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90910.484375 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -90910.48 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91316.453125 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91316.45 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91653.062500 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91653.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91906.453125 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91906.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92287.687500 Penalty: 3398.712158
	Iteration 5F: 3 clusters Score -92287.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92723.648438 Penalty: 3398.712158
	Iteration 6F: 3 clusters Score -92723.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92887.171875 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92887.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92918.710938 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92918.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92926.031250 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92926.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92928.578125 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92928.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92931.312500 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92931.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92931.312500 Penalty: 3398.712158
	Iteration 12F: 3 clusters Score -92931.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209185 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 127478 members 
Mstep: Class 7 contains 77320 members 
Mstep: Class 8 contains 45455 members 
Mstep: Class 9 contains 72770 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51483 members 
Mstep: Class 13 contains 325540 members 
Mstep: Class 14 contains 57741 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 203439 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 19204 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40570 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29647 members 
Mstep: Class 23 contains 7522 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 5526 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 665 members 
Mstep: Class 32 contains 281 members 
Mstep: Class 33 contains 196314 members 
Entering Unmasked Estep 
Score: -183993824.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -183995392.000000 to -183993824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (196314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196314 members 
Entering Unmasked Estep 
Score: -23164886.000000 Penalty: 3022.492676
	Iteration 0F: 2 clusters Score -2.316489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 98178 members 
Entering Unmasked Estep 
Score: -23035930.000000 Penalty: 6044.985352
	Iteration 0F: 3 clusters Score -2.303593e+07 nChanged 94165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -23091376.000000 Penalty: 6044.985352
	Iteration 1F: 3 clusters Score -2.309138e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -23092774.000000 Penalty: 6044.985352
	Iteration 2Q: 3 clusters Score -2.309277e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -23094228.000000 Penalty: 6044.985352
	Iteration 3Q: 3 clusters Score -2.309423e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -23096564.000000 Penalty: 6044.985352
	Iteration 4Q: 3 clusters Score -2.309656e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -23098966.000000 Penalty: 6044.985352
	Iteration 5Q: 3 clusters Score -2.309897e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -23102154.000000 Penalty: 6044.985352
	Iteration 6Q: 3 clusters Score -2.310215e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -23106606.000000 Penalty: 6044.985352
	Iteration 7Q: 3 clusters Score -2.310661e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -23113180.000000 Penalty: 6044.985352
	Iteration 8F: 3 clusters Score -2.311318e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 104331 members 
Entering Unmasked Estep 
Score: -23121574.000000 Penalty: 6044.985352
	Iteration 9F: 3 clusters Score -2.312157e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -23128206.000000 Penalty: 6044.985352
	Iteration 10F: 3 clusters Score -2.312821e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -23131292.000000 Penalty: 6044.985352
	Iteration 11Q: 3 clusters Score -2.313129e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -23132378.000000 Penalty: 6044.985352
	Iteration 12Q: 3 clusters Score -2.313238e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -23132894.000000 Penalty: 6044.985352
	Iteration 13Q: 3 clusters Score -2.313289e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -23133258.000000 Penalty: 6044.985352
	Iteration 14Q: 3 clusters Score -2.313326e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89783 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -23133828.000000 Penalty: 6044.985352
	Iteration 15Q: 3 clusters Score -2.313383e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -23134060.000000 Penalty: 6044.985352
	Iteration 16Q: 3 clusters Score -2.313406e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -23134434.000000 Penalty: 6044.985352
	Iteration 17Q: 3 clusters Score -2.313443e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 107260 members 
Entering Unmasked Estep 
Score: -23135006.000000 Penalty: 6044.985352
	Iteration 18Q: 3 clusters Score -2.313501e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -23135532.000000 Penalty: 6044.985352
	Iteration 19Q: 3 clusters Score -2.313553e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -23136018.000000 Penalty: 6044.985352
	Iteration 20F: 3 clusters Score -2.313602e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -23136434.000000 Penalty: 6044.985352
	Iteration 21Q: 3 clusters Score -2.313643e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -23137048.000000 Penalty: 6044.985352
	Iteration 22Q: 3 clusters Score -2.313705e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 108765 members 
Entering Unmasked Estep 
Score: -23137632.000000 Penalty: 6044.985352
	Iteration 23Q: 3 clusters Score -2.313763e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -23138222.000000 Penalty: 6044.985352
	Iteration 24Q: 3 clusters Score -2.313822e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -23138944.000000 Penalty: 6044.985352
	Iteration 25Q: 3 clusters Score -2.313894e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -23139402.000000 Penalty: 6044.985352
	Iteration 26Q: 3 clusters Score -2.31394e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -23139924.000000 Penalty: 6044.985352
	Iteration 27Q: 3 clusters Score -2.313992e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -23140240.000000 Penalty: 6044.985352
	Iteration 28Q: 3 clusters Score -2.314024e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -23140810.000000 Penalty: 6044.985352
	Iteration 29Q: 3 clusters Score -2.314081e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -23141248.000000 Penalty: 6044.985352
	Iteration 30Q: 3 clusters Score -2.314125e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -23141536.000000 Penalty: 6044.985352
	Iteration 31Q: 3 clusters Score -2.314154e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -23141836.000000 Penalty: 6044.985352
	Iteration 32Q: 3 clusters Score -2.314184e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -23142162.000000 Penalty: 6044.985352
	Iteration 33Q: 3 clusters Score -2.314216e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -23142414.000000 Penalty: 6044.985352
	Iteration 34Q: 3 clusters Score -2.314241e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -23142592.000000 Penalty: 6044.985352
	Iteration 35Q: 3 clusters Score -2.314259e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -23142748.000000 Penalty: 6044.985352
	Iteration 36Q: 3 clusters Score -2.314275e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 106908 members 
Entering Unmasked Estep 
Score: -23142840.000000 Penalty: 6044.985352
	Iteration 37Q: 3 clusters Score -2.314284e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -23142846.000000 Penalty: 6044.985352
	Iteration 38Q: 3 clusters Score -2.314285e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -23143000.000000 Penalty: 6044.985352
	Iteration 39Q: 3 clusters Score -2.3143e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -23143048.000000 Penalty: 6044.985352
	Iteration 40F: 3 clusters Score -2.314305e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -23143178.000000 Penalty: 6044.985352
	Iteration 41Q: 3 clusters Score -2.314318e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -23143200.000000 Penalty: 6044.985352
	Iteration 42Q: 3 clusters Score -2.31432e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -23143270.000000 Penalty: 6044.985352
	Iteration 43Q: 3 clusters Score -2.314327e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -23143388.000000 Penalty: 6044.985352
	Iteration 44Q: 3 clusters Score -2.314339e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -23143422.000000 Penalty: 6044.985352
	Iteration 45Q: 3 clusters Score -2.314342e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -23143450.000000 Penalty: 6044.985352
	Iteration 46Q: 3 clusters Score -2.314345e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -23143504.000000 Penalty: 6044.985352
	Iteration 47Q: 3 clusters Score -2.31435e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -23143522.000000 Penalty: 6044.985352
	Iteration 48Q: 3 clusters Score -2.314352e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -23143538.000000 Penalty: 6044.985352
	Iteration 49Q: 3 clusters Score -2.314354e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 102521 members 
Entering Unmasked Estep 
Score: -23143504.000000 Penalty: 6044.985352
	Iteration 50Q: 3 clusters Score -2.31435e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -23143554.000000 Penalty: 6044.985352
	Iteration 51Q: 3 clusters Score -2.314355e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -23143590.000000 Penalty: 6044.985352
	Iteration 52Q: 3 clusters Score -2.314359e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -23143608.000000 Penalty: 6044.985352
	Iteration 53Q: 3 clusters Score -2.314361e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 101413 members 
Entering Unmasked Estep 
Score: -23143682.000000 Penalty: 6044.985352
	Iteration 54Q: 3 clusters Score -2.314368e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -23143718.000000 Penalty: 6044.985352
	Iteration 55Q: 3 clusters Score -2.314372e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95404 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -23143698.000000 Penalty: 6044.985352
	Iteration 56Q: 3 clusters Score -2.31437e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -23143666.000000 Penalty: 6044.985352
	Iteration 57Q: 3 clusters Score -2.314367e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -23143678.000000 Penalty: 6044.985352
	Iteration 58Q: 3 clusters Score -2.314368e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -23143656.000000 Penalty: 6044.985352
	Iteration 59Q: 3 clusters Score -2.314366e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -23143682.000000 Penalty: 6044.985352
	Iteration 60F: 3 clusters Score -2.314368e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -23143694.000000 Penalty: 6044.985352
	Iteration 61Q: 3 clusters Score -2.314369e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -23143742.000000 Penalty: 6044.985352
	Iteration 62Q: 3 clusters Score -2.314374e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -23143738.000000 Penalty: 6044.985352
	Iteration 63Q: 3 clusters Score -2.314374e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -23143704.000000 Penalty: 6044.985352
	Iteration 64Q: 3 clusters Score -2.31437e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97740 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -23143726.000000 Penalty: 6044.985352
	Iteration 65Q: 3 clusters Score -2.314373e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -23143730.000000 Penalty: 6044.985352
	Iteration 66Q: 3 clusters Score -2.314373e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -23143728.000000 Penalty: 6044.985352
	Iteration 67Q: 3 clusters Score -2.314373e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -23143690.000000 Penalty: 6044.985352
	Iteration 68Q: 3 clusters Score -2.314369e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -23143674.000000 Penalty: 6044.985352
	Iteration 69Q: 3 clusters Score -2.314367e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -23143696.000000 Penalty: 6044.985352
	Iteration 70Q: 3 clusters Score -2.31437e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -23143750.000000 Penalty: 6044.985352
	Iteration 71Q: 3 clusters Score -2.314375e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -23143752.000000 Penalty: 6044.985352
	Iteration 72Q: 3 clusters Score -2.314375e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99727 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -23143758.000000 Penalty: 6044.985352
	Iteration 73Q: 3 clusters Score -2.314376e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -23143722.000000 Penalty: 6044.985352
	Iteration 74Q: 3 clusters Score -2.314372e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -23143754.000000 Penalty: 6044.985352
	Iteration 75Q: 3 clusters Score -2.314375e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -23143778.000000 Penalty: 6044.985352
	Iteration 76Q: 3 clusters Score -2.314378e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -23143736.000000 Penalty: 6044.985352
	Iteration 77Q: 3 clusters Score -2.314374e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -23143766.000000 Penalty: 6044.985352
	Iteration 78Q: 3 clusters Score -2.314377e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -23143840.000000 Penalty: 6044.985352
	Iteration 79Q: 3 clusters Score -2.314384e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -23143842.000000 Penalty: 6044.985352
	Iteration 80F: 3 clusters Score -2.314384e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -23143906.000000 Penalty: 6044.985352
	Iteration 81Q: 3 clusters Score -2.314391e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -23143908.000000 Penalty: 6044.985352
	Iteration 82Q: 3 clusters Score -2.314391e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -23143978.000000 Penalty: 6044.985352
	Iteration 83Q: 3 clusters Score -2.314398e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -23144004.000000 Penalty: 6044.985352
	Iteration 84Q: 3 clusters Score -2.3144e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -23144026.000000 Penalty: 6044.985352
	Iteration 85Q: 3 clusters Score -2.314403e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103258 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -23144084.000000 Penalty: 6044.985352
	Iteration 86Q: 3 clusters Score -2.314408e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 92724 members 
Entering Unmasked Estep 
Score: -23144044.000000 Penalty: 6044.985352
	Iteration 87Q: 3 clusters Score -2.314404e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -23144132.000000 Penalty: 6044.985352
	Iteration 88Q: 3 clusters Score -2.314413e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -23144132.000000 Penalty: 6044.985352
	Iteration 89Q: 3 clusters Score -2.314413e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -23144138.000000 Penalty: 6044.985352
	Iteration 90Q: 3 clusters Score -2.314414e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -23144198.000000 Penalty: 6044.985352
	Iteration 91Q: 3 clusters Score -2.31442e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -23144228.000000 Penalty: 6044.985352
	Iteration 92Q: 3 clusters Score -2.314423e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -23144294.000000 Penalty: 6044.985352
	Iteration 93Q: 3 clusters Score -2.314429e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -23144288.000000 Penalty: 6044.985352
	Iteration 94Q: 3 clusters Score -2.314429e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -23144252.000000 Penalty: 6044.985352
	Iteration 95Q: 3 clusters Score -2.314425e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -23144278.000000 Penalty: 6044.985352
	Iteration 96Q: 3 clusters Score -2.314428e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -23144458.000000 Penalty: 6044.985352
	Iteration 97Q: 3 clusters Score -2.314446e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 88227 members 
Entering Unmasked Estep 
Score: -23144540.000000 Penalty: 6044.985352
	Iteration 98Q: 3 clusters Score -2.314454e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -23144488.000000 Penalty: 6044.985352
	Iteration 99Q: 3 clusters Score -2.314449e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -23144550.000000 Penalty: 6044.985352
	Iteration 100F: 3 clusters Score -2.314455e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -23144498.000000 Penalty: 6044.985352
	Iteration 101Q: 3 clusters Score -2.31445e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -23144572.000000 Penalty: 6044.985352
	Iteration 102Q: 3 clusters Score -2.314457e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -23144644.000000 Penalty: 6044.985352
	Iteration 103Q: 3 clusters Score -2.314464e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -23144650.000000 Penalty: 6044.985352
	Iteration 104Q: 3 clusters Score -2.314465e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -23144626.000000 Penalty: 6044.985352
	Iteration 105Q: 3 clusters Score -2.314463e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112445 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -23144662.000000 Penalty: 6044.985352
	Iteration 106Q: 3 clusters Score -2.314466e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -23144778.000000 Penalty: 6044.985352
	Iteration 107Q: 3 clusters Score -2.314478e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -23144832.000000 Penalty: 6044.985352
	Iteration 108Q: 3 clusters Score -2.314483e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -23144910.000000 Penalty: 6044.985352
	Iteration 109Q: 3 clusters Score -2.314491e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -23144956.000000 Penalty: 6044.985352
	Iteration 110Q: 3 clusters Score -2.314496e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115805 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -23144978.000000 Penalty: 6044.985352
	Iteration 111Q: 3 clusters Score -2.314498e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -23144958.000000 Penalty: 6044.985352
	Iteration 112Q: 3 clusters Score -2.314496e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -23145014.000000 Penalty: 6044.985352
	Iteration 113Q: 3 clusters Score -2.314501e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118126 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -23145060.000000 Penalty: 6044.985352
	Iteration 114Q: 3 clusters Score -2.314506e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -23145030.000000 Penalty: 6044.985352
	Iteration 115Q: 3 clusters Score -2.314503e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -23145108.000000 Penalty: 6044.985352
	Iteration 116Q: 3 clusters Score -2.314511e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120741 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -23145212.000000 Penalty: 6044.985352
	Iteration 117Q: 3 clusters Score -2.314521e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -23145376.000000 Penalty: 6044.985352
	Iteration 118Q: 3 clusters Score -2.314538e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122646 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -23145428.000000 Penalty: 6044.985352
	Iteration 119Q: 3 clusters Score -2.314543e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123673 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -23145518.000000 Penalty: 6044.985352
	Iteration 120F: 3 clusters Score -2.314552e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124725 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -23145702.000000 Penalty: 6044.985352
	Iteration 121Q: 3 clusters Score -2.31457e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -23145820.000000 Penalty: 6044.985352
	Iteration 122Q: 3 clusters Score -2.314582e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126904 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -23145954.000000 Penalty: 6044.985352
	Iteration 123Q: 3 clusters Score -2.314595e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128011 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -23146148.000000 Penalty: 6044.985352
	Iteration 124Q: 3 clusters Score -2.314615e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129120 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -23146166.000000 Penalty: 6044.985352
	Iteration 125Q: 3 clusters Score -2.314617e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -23146270.000000 Penalty: 6044.985352
	Iteration 126Q: 3 clusters Score -2.314627e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -23146412.000000 Penalty: 6044.985352
	Iteration 127Q: 3 clusters Score -2.314641e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132684 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -23146542.000000 Penalty: 6044.985352
	Iteration 128Q: 3 clusters Score -2.314654e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133873 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -23146720.000000 Penalty: 6044.985352
	Iteration 129Q: 3 clusters Score -2.314672e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135115 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -23146880.000000 Penalty: 6044.985352
	Iteration 130Q: 3 clusters Score -2.314688e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -23147038.000000 Penalty: 6044.985352
	Iteration 131Q: 3 clusters Score -2.314704e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -23147200.000000 Penalty: 6044.985352
	Iteration 132Q: 3 clusters Score -2.31472e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139006 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -23147390.000000 Penalty: 6044.985352
	Iteration 133Q: 3 clusters Score -2.314739e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140413 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -23147672.000000 Penalty: 6044.985352
	Iteration 134Q: 3 clusters Score -2.314767e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141855 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -23147988.000000 Penalty: 6044.985352
	Iteration 135Q: 3 clusters Score -2.314799e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143310 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -23148244.000000 Penalty: 6044.985352
	Iteration 136Q: 3 clusters Score -2.314824e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144687 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -23148388.000000 Penalty: 6044.985352
	Iteration 137Q: 3 clusters Score -2.314839e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -23148656.000000 Penalty: 6044.985352
	Iteration 138Q: 3 clusters Score -2.314866e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -23148766.000000 Penalty: 6044.985352
	Iteration 139Q: 3 clusters Score -2.314877e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149074 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -23149136.000000 Penalty: 6044.985352
	Iteration 140F: 3 clusters Score -2.314914e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -23149524.000000 Penalty: 6044.985352
	Iteration 141Q: 3 clusters Score -2.314952e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152173 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -23149874.000000 Penalty: 6044.985352
	Iteration 142Q: 3 clusters Score -2.314987e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -23150260.000000 Penalty: 6044.985352
	Iteration 143Q: 3 clusters Score -2.315026e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -23150614.000000 Penalty: 6044.985352
	Iteration 144Q: 3 clusters Score -2.315061e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -23150894.000000 Penalty: 6044.985352
	Iteration 145Q: 3 clusters Score -2.315089e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -23151088.000000 Penalty: 6044.985352
	Iteration 146Q: 3 clusters Score -2.315109e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -23151296.000000 Penalty: 6044.985352
	Iteration 147Q: 3 clusters Score -2.31513e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161215 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -23151590.000000 Penalty: 6044.985352
	Iteration 148Q: 3 clusters Score -2.315159e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162751 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -23151842.000000 Penalty: 6044.985352
	Iteration 149Q: 3 clusters Score -2.315184e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164275 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -23152116.000000 Penalty: 6044.985352
	Iteration 150Q: 3 clusters Score -2.315212e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165821 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -23152576.000000 Penalty: 6044.985352
	Iteration 151Q: 3 clusters Score -2.315258e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167317 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -23152856.000000 Penalty: 6044.985352
	Iteration 152Q: 3 clusters Score -2.315286e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -23153216.000000 Penalty: 6044.985352
	Iteration 153Q: 3 clusters Score -2.315322e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -23153496.000000 Penalty: 6044.985352
	Iteration 154Q: 3 clusters Score -2.31535e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -23153826.000000 Penalty: 6044.985352
	Iteration 155Q: 3 clusters Score -2.315383e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -23154310.000000 Penalty: 6044.985352
	Iteration 156Q: 3 clusters Score -2.315431e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175075 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -23154638.000000 Penalty: 6044.985352
	Iteration 157Q: 3 clusters Score -2.315464e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -23154958.000000 Penalty: 6044.985352
	Iteration 158Q: 3 clusters Score -2.315496e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -23155398.000000 Penalty: 6044.985352
	Iteration 159Q: 3 clusters Score -2.31554e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -23156042.000000 Penalty: 6044.985352
	Iteration 160F: 3 clusters Score -2.315604e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -23156486.000000 Penalty: 6044.985352
	Iteration 161Q: 3 clusters Score -2.315649e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -23157022.000000 Penalty: 6044.985352
	Iteration 162Q: 3 clusters Score -2.315702e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -23157574.000000 Penalty: 6044.985352
	Iteration 163Q: 3 clusters Score -2.315757e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186097 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -23158160.000000 Penalty: 6044.985352
	Iteration 164Q: 3 clusters Score -2.315816e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187406 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -23158670.000000 Penalty: 6044.985352
	Iteration 165Q: 3 clusters Score -2.315867e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188596 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -23159106.000000 Penalty: 6044.985352
	Iteration 166Q: 3 clusters Score -2.315911e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189653 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -23159608.000000 Penalty: 6044.985352
	Iteration 167Q: 3 clusters Score -2.315961e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190595 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -23160098.000000 Penalty: 6044.985352
	Iteration 168Q: 3 clusters Score -2.31601e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191470 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -23160476.000000 Penalty: 6044.985352
	Iteration 169Q: 3 clusters Score -2.316048e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192148 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -23160898.000000 Penalty: 6044.985352
	Iteration 170Q: 3 clusters Score -2.31609e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192709 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -23161202.000000 Penalty: 6044.985352
	Iteration 171Q: 3 clusters Score -2.31612e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193145 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23161392.000000 Penalty: 6044.985352
	Iteration 172Q: 3 clusters Score -2.316139e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193471 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -23161538.000000 Penalty: 6044.985352
	Iteration 173Q: 3 clusters Score -2.316154e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193726 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -23161668.000000 Penalty: 6044.985352
	Iteration 174Q: 3 clusters Score -2.316167e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193977 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23161772.000000 Penalty: 6044.985352
	Iteration 175Q: 3 clusters Score -2.316177e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194182 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -23161894.000000 Penalty: 6044.985352
	Iteration 176Q: 3 clusters Score -2.316189e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194356 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23161960.000000 Penalty: 6044.985352
	Iteration 177Q: 3 clusters Score -2.316196e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23162018.000000 Penalty: 6044.985352
	Iteration 178Q: 3 clusters Score -2.316202e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194599 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -23162098.000000 Penalty: 6044.985352
	Iteration 179Q: 3 clusters Score -2.31621e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194697 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -23162156.000000 Penalty: 6044.985352
	Iteration 180F: 3 clusters Score -2.316216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194764 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -23162224.000000 Penalty: 6044.985352
	Iteration 181Q: 3 clusters Score -2.316222e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194807 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -23162260.000000 Penalty: 6044.985352
	Iteration 182Q: 3 clusters Score -2.316226e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194847 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -23162280.000000 Penalty: 6044.985352
	Iteration 183Q: 3 clusters Score -2.316228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194888 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23162278.000000 Penalty: 6044.985352
	Iteration 184Q: 3 clusters Score -2.316228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194917 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23162302.000000 Penalty: 6044.985352
	Iteration 185Q: 3 clusters Score -2.31623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23162314.000000 Penalty: 6044.985352
	Iteration 186Q: 3 clusters Score -2.316231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194961 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23162342.000000 Penalty: 6044.985352
	Iteration 187Q: 3 clusters Score -2.316234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194988 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23162356.000000 Penalty: 6044.985352
	Iteration 188Q: 3 clusters Score -2.316236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194995 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23162366.000000 Penalty: 6044.985352
	Iteration 189Q: 3 clusters Score -2.316237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195001 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23162342.000000 Penalty: 6044.985352
	Iteration 190Q: 3 clusters Score -2.316234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23162354.000000 Penalty: 6044.985352
	Iteration 191Q: 3 clusters Score -2.316235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195012 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23162358.000000 Penalty: 6044.985352
	Iteration 192Q: 3 clusters Score -2.316236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195019 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -23162366.000000 Penalty: 6044.985352
	Iteration 193Q: 3 clusters Score -2.316237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -23162364.000000 Penalty: 6044.985352
	Iteration 194Q: 3 clusters Score -2.316236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195031 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23162364.000000 Penalty: 6044.985352
	Iteration 195Q: 3 clusters Score -2.316236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195037 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -23162384.000000 Penalty: 6044.985352
	Iteration 196Q: 3 clusters Score -2.316238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195040 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -23162362.000000 Penalty: 6044.985352
	Iteration 197Q: 3 clusters Score -2.316236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195041 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -23162372.000000 Penalty: 6044.985352
	Iteration 198Q: 3 clusters Score -2.316237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195044 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -23162360.000000 Penalty: 6044.985352
	Iteration 199Q: 3 clusters Score -2.316236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195047 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -23162368.000000 Penalty: 6044.985352
	Iteration 200F: 3 clusters Score -2.316237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195048 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -23162372.000000 Penalty: 6044.985352
	Iteration 201Q: 3 clusters Score -2.316237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195053 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -23162362.000000 Penalty: 6044.985352
	Iteration 202Q: 3 clusters Score -2.316236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195055 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23162354.000000 Penalty: 6044.985352
	Iteration 203Q: 3 clusters Score -2.316235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195057 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23162352.000000 Penalty: 6044.985352
	Iteration 204Q: 3 clusters Score -2.316235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23162368.000000 Penalty: 6044.985352
	Iteration 205Q: 3 clusters Score -2.316237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23162360.000000 Penalty: 6044.985352
	Iteration 206Q: 3 clusters Score -2.316236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195064 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23162372.000000 Penalty: 6044.985352
	Iteration 207Q: 3 clusters Score -2.316237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23162374.000000 Penalty: 6044.985352
	Iteration 208Q: 3 clusters Score -2.316237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -23162370.000000 Penalty: 6044.985352
	Iteration 209Q: 3 clusters Score -2.316237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195068 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -23162380.000000 Penalty: 6044.985352
	Iteration 210Q: 3 clusters Score -2.316238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195068 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -23162380.000000 Penalty: 6044.985352
	Iteration 211F: 3 clusters Score -2.316238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209185 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 127478 members 
Mstep: Class 7 contains 77320 members 
Mstep: Class 8 contains 45455 members 
Mstep: Class 9 contains 72770 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51483 members 
Mstep: Class 13 contains 325540 members 
Mstep: Class 14 contains 57741 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 203439 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 19204 members 
Mstep: Class 19 contains 2242 members 
Mstep: Class 20 contains 40570 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 29647 members 
Mstep: Class 23 contains 7522 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 5526 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995312.000000 Penalty: 113423.679688
Iteration 159Q: 33 clusters Score -1.839953e+08 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83947 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209634 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 125573 members 
Mstep: Class 7 contains 77377 members 
Mstep: Class 8 contains 45473 members 
Mstep: Class 9 contains 72798 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51490 members 
Mstep: Class 13 contains 325779 members 
Mstep: Class 14 contains 57753 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 204360 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 19204 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 40567 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 29672 members 
Mstep: Class 23 contains 7538 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 3624 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995152.000000 Penalty: 113423.679688
Iteration 160F: 33 clusters Score -1.839952e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83944 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 210096 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 123607 members 
Mstep: Class 7 contains 77415 members 
Mstep: Class 8 contains 45476 members 
Mstep: Class 9 contains 72829 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51499 members 
Mstep: Class 13 contains 325989 members 
Mstep: Class 14 contains 57776 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 205372 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 19209 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 40575 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 29701 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18178 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995232.000000 Penalty: 113423.679688
Iteration 161Q: 33 clusters Score -1.839952e+08 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 210544 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 121682 members 
Mstep: Class 7 contains 77468 members 
Mstep: Class 8 contains 45488 members 
Mstep: Class 9 contains 72865 members 
Mstep: Class 10 contains 10352 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51509 members 
Mstep: Class 13 contains 326158 members 
Mstep: Class 14 contains 57796 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 206353 members 
Mstep: Class 17 contains 2591 members 
Mstep: Class 18 contains 19196 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 40578 members 
Mstep: Class 21 contains 8703 members 
Mstep: Class 22 contains 29725 members 
Mstep: Class 23 contains 7581 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18100 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 197005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995344.000000 Penalty: 113423.679688
Iteration 162Q: 33 clusters Score -1.839953e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83945 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 210973 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 119763 members 
Mstep: Class 7 contains 77499 members 
Mstep: Class 8 contains 45502 members 
Mstep: Class 9 contains 72905 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51531 members 
Mstep: Class 13 contains 326314 members 
Mstep: Class 14 contains 57796 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 207341 members 
Mstep: Class 17 contains 2590 members 
Mstep: Class 18 contains 19194 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 40593 members 
Mstep: Class 21 contains 8702 members 
Mstep: Class 22 contains 29751 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 18029 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 5528 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 197263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994928.000000 Penalty: 113423.679688
Iteration 163Q: 33 clusters Score -1.839949e+08 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 211356 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 117832 members 
Mstep: Class 7 contains 77565 members 
Mstep: Class 8 contains 45507 members 
Mstep: Class 9 contains 72953 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51547 members 
Mstep: Class 13 contains 326434 members 
Mstep: Class 14 contains 57814 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 208333 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 19184 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 40600 members 
Mstep: Class 21 contains 8697 members 
Mstep: Class 22 contains 29777 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 3612 members 
Mstep: Class 28 contains 5531 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 197597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994960.000000 Penalty: 113423.679688
Iteration 164Q: 33 clusters Score -1.83995e+08 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83942 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 211707 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 116047 members 
Mstep: Class 7 contains 77613 members 
Mstep: Class 8 contains 45502 members 
Mstep: Class 9 contains 73005 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51562 members 
Mstep: Class 13 contains 326503 members 
Mstep: Class 14 contains 57834 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 209315 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 19176 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 20 contains 40614 members 
Mstep: Class 21 contains 8697 members 
Mstep: Class 22 contains 29800 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17884 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 197912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994784.000000 Penalty: 113423.679688
Iteration 165Q: 33 clusters Score -1.839948e+08 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83944 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 211994 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 114348 members 
Mstep: Class 7 contains 77691 members 
Mstep: Class 8 contains 45490 members 
Mstep: Class 9 contains 73058 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51579 members 
Mstep: Class 13 contains 326555 members 
Mstep: Class 14 contains 57850 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 210294 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 19179 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 40638 members 
Mstep: Class 21 contains 8694 members 
Mstep: Class 22 contains 29818 members 
Mstep: Class 23 contains 7607 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17810 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 198169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 113423.679688
Iteration 166Q: 33 clusters Score -1.839941e+08 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83941 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212307 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 112714 members 
Mstep: Class 7 contains 77759 members 
Mstep: Class 8 contains 45491 members 
Mstep: Class 9 contains 73114 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51590 members 
Mstep: Class 13 contains 326631 members 
Mstep: Class 14 contains 57862 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 211148 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 19168 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 40662 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 29844 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17717 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 5540 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 198447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994400.000000 Penalty: 113423.679688
Iteration 167Q: 33 clusters Score -1.839944e+08 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83942 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212671 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 111135 members 
Mstep: Class 7 contains 77787 members 
Mstep: Class 8 contains 45502 members 
Mstep: Class 9 contains 73184 members 
Mstep: Class 10 contains 10363 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51590 members 
Mstep: Class 13 contains 326640 members 
Mstep: Class 14 contains 57892 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 211998 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19149 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 40706 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 29873 members 
Mstep: Class 23 contains 7633 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17583 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 5544 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 198733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994784.000000 Penalty: 113423.679688
Iteration 168Q: 33 clusters Score -1.839948e+08 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213058 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 109619 members 
Mstep: Class 7 contains 77830 members 
Mstep: Class 8 contains 45499 members 
Mstep: Class 9 contains 73253 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51584 members 
Mstep: Class 13 contains 326633 members 
Mstep: Class 14 contains 57922 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 212876 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19117 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 40730 members 
Mstep: Class 21 contains 8683 members 
Mstep: Class 22 contains 29895 members 
Mstep: Class 23 contains 7630 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17436 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 198984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994368.000000 Penalty: 113423.679688
Iteration 169Q: 33 clusters Score -1.839944e+08 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83940 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213463 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 108167 members 
Mstep: Class 7 contains 77867 members 
Mstep: Class 8 contains 45510 members 
Mstep: Class 9 contains 73313 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51577 members 
Mstep: Class 13 contains 326574 members 
Mstep: Class 14 contains 57937 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 213747 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19100 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 40767 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 29928 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17288 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 5555 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994704.000000 Penalty: 113423.679688
Iteration 170Q: 33 clusters Score -1.839947e+08 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213855 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 106777 members 
Mstep: Class 7 contains 77892 members 
Mstep: Class 8 contains 45529 members 
Mstep: Class 9 contains 73386 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51573 members 
Mstep: Class 13 contains 326518 members 
Mstep: Class 14 contains 57962 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 214573 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19085 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 40775 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 29969 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 17131 members 
Mstep: Class 27 contains 3586 members 
Mstep: Class 28 contains 5558 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994752.000000 Penalty: 113423.679688
Iteration 171Q: 33 clusters Score -1.839948e+08 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83939 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214240 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 105524 members 
Mstep: Class 7 contains 77913 members 
Mstep: Class 8 contains 45560 members 
Mstep: Class 9 contains 73441 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51573 members 
Mstep: Class 13 contains 326464 members 
Mstep: Class 14 contains 57993 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 215309 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19080 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 40793 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 30000 members 
Mstep: Class 23 contains 7657 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16962 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994944.000000 Penalty: 113423.679688
Iteration 172Q: 33 clusters Score -1.839949e+08 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83930 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214535 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 104400 members 
Mstep: Class 7 contains 77932 members 
Mstep: Class 8 contains 45574 members 
Mstep: Class 9 contains 73517 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51587 members 
Mstep: Class 13 contains 326391 members 
Mstep: Class 14 contains 58011 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 216008 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19079 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 40799 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 30050 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16761 members 
Mstep: Class 27 contains 3575 members 
Mstep: Class 28 contains 5565 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994400.000000 Penalty: 113423.679688
Iteration 173Q: 33 clusters Score -1.839944e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83930 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214784 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 103387 members 
Mstep: Class 7 contains 77928 members 
Mstep: Class 8 contains 45583 members 
Mstep: Class 9 contains 73602 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51589 members 
Mstep: Class 13 contains 326301 members 
Mstep: Class 14 contains 58038 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 216613 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19065 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 40809 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 30101 members 
Mstep: Class 23 contains 7674 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16537 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 113423.679688
Iteration 174Q: 33 clusters Score -1.839937e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83929 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214989 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 102503 members 
Mstep: Class 7 contains 77939 members 
Mstep: Class 8 contains 45611 members 
Mstep: Class 9 contains 73681 members 
Mstep: Class 10 contains 10441 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51594 members 
Mstep: Class 13 contains 326145 members 
Mstep: Class 14 contains 58056 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 217175 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19058 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 40811 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 30156 members 
Mstep: Class 23 contains 7688 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16324 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 113423.679688
Iteration 175Q: 33 clusters Score -1.839939e+08 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83926 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215171 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 101792 members 
Mstep: Class 7 contains 77963 members 
Mstep: Class 8 contains 45630 members 
Mstep: Class 9 contains 73761 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51599 members 
Mstep: Class 13 contains 326018 members 
Mstep: Class 14 contains 58051 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 217634 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 19046 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 40806 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 30200 members 
Mstep: Class 23 contains 7708 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 16090 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993776.000000 Penalty: 113423.679688
Iteration 176Q: 33 clusters Score -1.839938e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83926 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215360 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 101105 members 
Mstep: Class 7 contains 78006 members 
Mstep: Class 8 contains 45649 members 
Mstep: Class 9 contains 73846 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51608 members 
Mstep: Class 13 contains 325885 members 
Mstep: Class 14 contains 58036 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218008 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 40786 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 30238 members 
Mstep: Class 23 contains 7708 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15849 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993648.000000 Penalty: 113423.679688
Iteration 177Q: 33 clusters Score -1.839936e+08 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83928 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215562 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 100466 members 
Mstep: Class 7 contains 78041 members 
Mstep: Class 8 contains 45663 members 
Mstep: Class 9 contains 73924 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51592 members 
Mstep: Class 13 contains 325676 members 
Mstep: Class 14 contains 58038 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218318 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 40761 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 30283 members 
Mstep: Class 23 contains 7720 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15621 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201276 members 
Entering Unmasked Estep 
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Iteration 178Q: 33 clusters Score -1.839938e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83927 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215762 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 99937 members 
Mstep: Class 7 contains 78084 members 
Mstep: Class 8 contains 45674 members 
Mstep: Class 9 contains 73988 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51572 members 
Mstep: Class 13 contains 325472 members 
Mstep: Class 14 contains 58021 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218608 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 40717 members 
Mstep: Class 21 contains 8682 members 
Mstep: Class 22 contains 30307 members 
Mstep: Class 23 contains 7735 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15386 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201650 members 
Entering Unmasked Estep 
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Iteration 179Q: 33 clusters Score -1.839943e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83930 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215881 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 99487 members 
Mstep: Class 7 contains 78131 members 
Mstep: Class 8 contains 45686 members 
Mstep: Class 9 contains 74042 members 
Mstep: Class 10 contains 10552 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51573 members 
Mstep: Class 13 contains 325322 members 
Mstep: Class 14 contains 58008 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 218805 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19050 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 40688 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 30347 members 
Mstep: Class 23 contains 7751 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 15168 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994112.000000 Penalty: 113423.679688
Iteration 180F: 33 clusters Score -1.839941e+08 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215958 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 99108 members 
Mstep: Class 7 contains 78148 members 
Mstep: Class 8 contains 45705 members 
Mstep: Class 9 contains 74112 members 
Mstep: Class 10 contains 10582 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51564 members 
Mstep: Class 13 contains 325238 members 
Mstep: Class 14 contains 57978 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218959 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19050 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 40679 members 
Mstep: Class 21 contains 8676 members 
Mstep: Class 22 contains 30363 members 
Mstep: Class 23 contains 7771 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994640.000000 Penalty: 113423.679688
Iteration 181Q: 33 clusters Score -1.839946e+08 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83938 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215986 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 98854 members 
Mstep: Class 7 contains 78147 members 
Mstep: Class 8 contains 45723 members 
Mstep: Class 9 contains 74181 members 
Mstep: Class 10 contains 10604 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51571 members 
Mstep: Class 13 contains 325123 members 
Mstep: Class 14 contains 57985 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 219162 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19051 members 
Mstep: Class 19 contains 2189 members 
Mstep: Class 20 contains 40659 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 30373 members 
Mstep: Class 23 contains 7777 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14672 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995024.000000 Penalty: 113423.679688
Iteration 182Q: 33 clusters Score -1.83995e+08 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83944 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215986 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 98697 members 
Mstep: Class 7 contains 78162 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 74239 members 
Mstep: Class 10 contains 10625 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51582 members 
Mstep: Class 13 contains 324984 members 
Mstep: Class 14 contains 57972 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 219322 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 19058 members 
Mstep: Class 19 contains 2181 members 
Mstep: Class 20 contains 40645 members 
Mstep: Class 21 contains 8682 members 
Mstep: Class 22 contains 30384 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14437 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994528.000000 Penalty: 113423.679688
Iteration 183Q: 33 clusters Score -1.839945e+08 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83941 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 216006 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 98635 members 
Mstep: Class 7 contains 78136 members 
Mstep: Class 8 contains 45721 members 
Mstep: Class 9 contains 74303 members 
Mstep: Class 10 contains 10653 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51593 members 
Mstep: Class 13 contains 324844 members 
Mstep: Class 14 contains 57934 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219458 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 2174 members 
Mstep: Class 20 contains 40631 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 30385 members 
Mstep: Class 23 contains 7802 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 14203 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 5628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994464.000000 Penalty: 113423.679688
Iteration 184Q: 33 clusters Score -1.839945e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83942 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 216000 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 98653 members 
Mstep: Class 7 contains 78120 members 
Mstep: Class 8 contains 45714 members 
Mstep: Class 9 contains 74333 members 
Mstep: Class 10 contains 10670 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51603 members 
Mstep: Class 13 contains 324698 members 
Mstep: Class 14 contains 57883 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219604 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19069 members 
Mstep: Class 19 contains 2176 members 
Mstep: Class 20 contains 40599 members 
Mstep: Class 21 contains 8683 members 
Mstep: Class 22 contains 30383 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13960 members 
Mstep: Class 27 contains 3548 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994160.000000 Penalty: 113423.679688
Iteration 185Q: 33 clusters Score -1.839942e+08 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83947 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 216000 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 98695 members 
Mstep: Class 7 contains 78089 members 
Mstep: Class 8 contains 45710 members 
Mstep: Class 9 contains 74376 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51608 members 
Mstep: Class 13 contains 324512 members 
Mstep: Class 14 contains 57854 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219702 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 40573 members 
Mstep: Class 21 contains 8683 members 
Mstep: Class 22 contains 30372 members 
Mstep: Class 23 contains 7839 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13738 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994656.000000 Penalty: 113423.679688
Iteration 186Q: 33 clusters Score -1.839947e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215900 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 98792 members 
Mstep: Class 7 contains 78077 members 
Mstep: Class 8 contains 45695 members 
Mstep: Class 9 contains 74416 members 
Mstep: Class 10 contains 10706 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51607 members 
Mstep: Class 13 contains 324332 members 
Mstep: Class 14 contains 57832 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219818 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 19065 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 40543 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 30361 members 
Mstep: Class 23 contains 7854 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13514 members 
Mstep: Class 27 contains 3546 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994736.000000 Penalty: 113423.679688
Iteration 187Q: 33 clusters Score -1.839947e+08 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83943 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215817 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 98987 members 
Mstep: Class 7 contains 78056 members 
Mstep: Class 8 contains 45663 members 
Mstep: Class 9 contains 74463 members 
Mstep: Class 10 contains 10726 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51600 members 
Mstep: Class 13 contains 324117 members 
Mstep: Class 14 contains 57818 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 219900 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19063 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 40506 members 
Mstep: Class 21 contains 8682 members 
Mstep: Class 22 contains 30362 members 
Mstep: Class 23 contains 7865 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13292 members 
Mstep: Class 27 contains 3546 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994848.000000 Penalty: 113423.679688
Iteration 188Q: 33 clusters Score -1.839948e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83945 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215735 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 99172 members 
Mstep: Class 7 contains 78053 members 
Mstep: Class 8 contains 45623 members 
Mstep: Class 9 contains 74496 members 
Mstep: Class 10 contains 10745 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51593 members 
Mstep: Class 13 contains 323935 members 
Mstep: Class 14 contains 57801 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 220007 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19060 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 40473 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 30352 members 
Mstep: Class 23 contains 7875 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 13062 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994736.000000 Penalty: 113423.679688
Iteration 189Q: 33 clusters Score -1.839947e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215640 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 99405 members 
Mstep: Class 7 contains 78035 members 
Mstep: Class 8 contains 45595 members 
Mstep: Class 9 contains 74512 members 
Mstep: Class 10 contains 10760 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51572 members 
Mstep: Class 13 contains 323752 members 
Mstep: Class 14 contains 57773 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 220205 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19053 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 40443 members 
Mstep: Class 21 contains 8685 members 
Mstep: Class 22 contains 30343 members 
Mstep: Class 23 contains 7884 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 12821 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995360.000000 Penalty: 113423.679688
Iteration 190Q: 33 clusters Score -1.839954e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215562 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 99619 members 
Mstep: Class 7 contains 78001 members 
Mstep: Class 8 contains 45547 members 
Mstep: Class 9 contains 74561 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51569 members 
Mstep: Class 13 contains 323547 members 
Mstep: Class 14 contains 57736 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 220374 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19053 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 40407 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 30328 members 
Mstep: Class 23 contains 7894 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 12606 members 
Mstep: Class 27 contains 3532 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995776.000000 Penalty: 113423.679688
Iteration 191Q: 33 clusters Score -1.839958e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83957 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215492 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 99881 members 
Mstep: Class 7 contains 77979 members 
Mstep: Class 8 contains 45511 members 
Mstep: Class 9 contains 74602 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51569 members 
Mstep: Class 13 contains 323331 members 
Mstep: Class 14 contains 57706 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 220540 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19045 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 40380 members 
Mstep: Class 21 contains 8688 members 
Mstep: Class 22 contains 30316 members 
Mstep: Class 23 contains 7904 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 12392 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996368.000000 Penalty: 113423.679688
Iteration 192Q: 33 clusters Score -1.839964e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83965 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215369 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 100190 members 
Mstep: Class 7 contains 77962 members 
Mstep: Class 8 contains 45471 members 
Mstep: Class 9 contains 74650 members 
Mstep: Class 10 contains 10794 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51556 members 
Mstep: Class 13 contains 323104 members 
Mstep: Class 14 contains 57671 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 220725 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 19033 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 40354 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 30309 members 
Mstep: Class 23 contains 7907 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 12142 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996320.000000 Penalty: 113423.679688
Iteration 193Q: 33 clusters Score -1.839963e+08 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83968 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215251 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 100523 members 
Mstep: Class 7 contains 77932 members 
Mstep: Class 8 contains 45446 members 
Mstep: Class 9 contains 74697 members 
Mstep: Class 10 contains 10810 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51548 members 
Mstep: Class 13 contains 322879 members 
Mstep: Class 14 contains 57628 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 220873 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 40325 members 
Mstep: Class 21 contains 8688 members 
Mstep: Class 22 contains 30307 members 
Mstep: Class 23 contains 7914 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 11930 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996864.000000 Penalty: 113423.679688
Iteration 194Q: 33 clusters Score -1.839969e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83975 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 215105 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 100924 members 
Mstep: Class 7 contains 77895 members 
Mstep: Class 8 contains 45404 members 
Mstep: Class 9 contains 74750 members 
Mstep: Class 10 contains 10818 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51541 members 
Mstep: Class 13 contains 322661 members 
Mstep: Class 14 contains 57604 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 220986 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19030 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 40293 members 
Mstep: Class 21 contains 8692 members 
Mstep: Class 22 contains 30308 members 
Mstep: Class 23 contains 7923 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 11711 members 
Mstep: Class 27 contains 3527 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997328.000000 Penalty: 113423.679688
Iteration 195Q: 33 clusters Score -1.839973e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83976 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214957 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 101394 members 
Mstep: Class 7 contains 77889 members 
Mstep: Class 8 contains 45379 members 
Mstep: Class 9 contains 74802 members 
Mstep: Class 10 contains 10825 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51528 members 
Mstep: Class 13 contains 322456 members 
Mstep: Class 14 contains 57569 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 221086 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 40257 members 
Mstep: Class 21 contains 8693 members 
Mstep: Class 22 contains 30289 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 11499 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3858 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997600.000000 Penalty: 113423.679688
Iteration 196Q: 33 clusters Score -1.839976e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83972 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214843 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 101877 members 
Mstep: Class 7 contains 77841 members 
Mstep: Class 8 contains 45331 members 
Mstep: Class 9 contains 74843 members 
Mstep: Class 10 contains 10827 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51526 members 
Mstep: Class 13 contains 322274 members 
Mstep: Class 14 contains 57522 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 221191 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 40223 members 
Mstep: Class 21 contains 8693 members 
Mstep: Class 22 contains 30253 members 
Mstep: Class 23 contains 7961 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 11292 members 
Mstep: Class 27 contains 3523 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3858 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997808.000000 Penalty: 113423.679688
Iteration 197Q: 33 clusters Score -1.839978e+08 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83969 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214714 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 102390 members 
Mstep: Class 7 contains 77805 members 
Mstep: Class 8 contains 45288 members 
Mstep: Class 9 contains 74879 members 
Mstep: Class 10 contains 10830 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51533 members 
Mstep: Class 13 contains 322084 members 
Mstep: Class 14 contains 57454 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 221294 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 19030 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 40193 members 
Mstep: Class 21 contains 8691 members 
Mstep: Class 22 contains 30216 members 
Mstep: Class 23 contains 7984 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 11093 members 
Mstep: Class 27 contains 3527 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998400.000000 Penalty: 113423.679688
Iteration 198Q: 33 clusters Score -1.839984e+08 nChanged 3569
Entering ConstructFrom: 
Score: -183998400.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21866.478516 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21866.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22000.957031 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -22000.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22056.880859 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -22056.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22071.183594 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22071.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22098.990234 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -22098.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22119.648438 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -22119.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22126.460938 Penalty: 2736.656494
	Iteration 6Q: 3 clusters Score -22126.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22140.457031 Penalty: 2736.656494
	Iteration 7Q: 3 clusters Score -22140.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22140.457031 Penalty: 2736.656494
	Iteration 8F: 3 clusters Score -22140.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Entering Unmasked Estep 
Score: -9777786.000000 Penalty: 2811.885986
	Iteration 0F: 2 clusters Score -9777786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -9721447.000000 Penalty: 5623.771973
	Iteration 0F: 3 clusters Score -9721447 nChanged 39471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -9744119.000000 Penalty: 5623.771973
	Iteration 1F: 3 clusters Score -9744119 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -9745148.000000 Penalty: 5623.771973
	Iteration 2Q: 3 clusters Score -9745148 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -9746706.000000 Penalty: 5623.771973
	Iteration 3Q: 3 clusters Score -9746706 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -9749253.000000 Penalty: 5623.771973
	Iteration 4F: 3 clusters Score -9749253 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -9752838.000000 Penalty: 5623.771973
	Iteration 5F: 3 clusters Score -9752838 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -9757296.000000 Penalty: 5623.771973
	Iteration 6F: 3 clusters Score -9757296 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -9761460.000000 Penalty: 5623.771973
	Iteration 7F: 3 clusters Score -9761460 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -9764571.000000 Penalty: 5623.771973
	Iteration 8F: 3 clusters Score -9764571 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -9766651.000000 Penalty: 5623.771973
	Iteration 9Q: 3 clusters Score -9766651 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -9768350.000000 Penalty: 5623.771973
	Iteration 10Q: 3 clusters Score -9768350 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -9769789.000000 Penalty: 5623.771973
	Iteration 11Q: 3 clusters Score -9769789 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -9771021.000000 Penalty: 5623.771973
	Iteration 12Q: 3 clusters Score -9771021 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -9772147.000000 Penalty: 5623.771973
	Iteration 13Q: 3 clusters Score -9772147 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -9772914.000000 Penalty: 5623.771973
	Iteration 14Q: 3 clusters Score -9772914 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -9773453.000000 Penalty: 5623.771973
	Iteration 15Q: 3 clusters Score -9773453 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -9773847.000000 Penalty: 5623.771973
	Iteration 16Q: 3 clusters Score -9773847 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -9774114.000000 Penalty: 5623.771973
	Iteration 17Q: 3 clusters Score -9774114 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -9774312.000000 Penalty: 5623.771973
	Iteration 18Q: 3 clusters Score -9774312 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -9774483.000000 Penalty: 5623.771973
	Iteration 19Q: 3 clusters Score -9774483 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -9774618.000000 Penalty: 5623.771973
	Iteration 20F: 3 clusters Score -9774618 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -9774755.000000 Penalty: 5623.771973
	Iteration 21Q: 3 clusters Score -9774755 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -9774904.000000 Penalty: 5623.771973
	Iteration 22Q: 3 clusters Score -9774904 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -9775012.000000 Penalty: 5623.771973
	Iteration 23Q: 3 clusters Score -9775012 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -9775095.000000 Penalty: 5623.771973
	Iteration 24Q: 3 clusters Score -9775095 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -9775179.000000 Penalty: 5623.771973
	Iteration 25Q: 3 clusters Score -9775179 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -9775252.000000 Penalty: 5623.771973
	Iteration 26Q: 3 clusters Score -9775252 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -9775335.000000 Penalty: 5623.771973
	Iteration 27Q: 3 clusters Score -9775335 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -9775437.000000 Penalty: 5623.771973
	Iteration 28Q: 3 clusters Score -9775437 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -9775509.000000 Penalty: 5623.771973
	Iteration 29Q: 3 clusters Score -9775509 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -9775608.000000 Penalty: 5623.771973
	Iteration 30Q: 3 clusters Score -9775608 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -9775680.000000 Penalty: 5623.771973
	Iteration 31Q: 3 clusters Score -9775680 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -9775704.000000 Penalty: 5623.771973
	Iteration 32Q: 3 clusters Score -9775704 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -9775740.000000 Penalty: 5623.771973
	Iteration 33Q: 3 clusters Score -9775740 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -9775755.000000 Penalty: 5623.771973
	Iteration 34Q: 3 clusters Score -9775755 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -9775803.000000 Penalty: 5623.771973
	Iteration 35Q: 3 clusters Score -9775803 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -9775831.000000 Penalty: 5623.771973
	Iteration 36Q: 3 clusters Score -9775831 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -9775877.000000 Penalty: 5623.771973
	Iteration 37Q: 3 clusters Score -9775877 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -9775888.000000 Penalty: 5623.771973
	Iteration 38Q: 3 clusters Score -9775888 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -9775901.000000 Penalty: 5623.771973
	Iteration 39Q: 3 clusters Score -9775901 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -9775927.000000 Penalty: 5623.771973
	Iteration 40F: 3 clusters Score -9775927 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76563 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -9775934.000000 Penalty: 5623.771973
	Iteration 41Q: 3 clusters Score -9775934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -9775947.000000 Penalty: 5623.771973
	Iteration 42Q: 3 clusters Score -9775947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -9775979.000000 Penalty: 5623.771973
	Iteration 43Q: 3 clusters Score -9775979 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -9775991.000000 Penalty: 5623.771973
	Iteration 44Q: 3 clusters Score -9775991 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -9776015.000000 Penalty: 5623.771973
	Iteration 45Q: 3 clusters Score -9776015 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9776025.000000 Penalty: 5623.771973
	Iteration 46Q: 3 clusters Score -9776025 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -9776059.000000 Penalty: 5623.771973
	Iteration 47Q: 3 clusters Score -9776059 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -9776057.000000 Penalty: 5623.771973
	Iteration 48Q: 3 clusters Score -9776057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -9776034.000000 Penalty: 5623.771973
	Iteration 49Q: 3 clusters Score -9776034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9776072.000000 Penalty: 5623.771973
	Iteration 50Q: 3 clusters Score -9776072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -9776073.000000 Penalty: 5623.771973
	Iteration 51Q: 3 clusters Score -9776073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -9776098.000000 Penalty: 5623.771973
	Iteration 52Q: 3 clusters Score -9776098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -9776129.000000 Penalty: 5623.771973
	Iteration 53Q: 3 clusters Score -9776129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -9776137.000000 Penalty: 5623.771973
	Iteration 54Q: 3 clusters Score -9776137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -9776173.000000 Penalty: 5623.771973
	Iteration 55Q: 3 clusters Score -9776173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -9776168.000000 Penalty: 5623.771973
	Iteration 56Q: 3 clusters Score -9776168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9776187.000000 Penalty: 5623.771973
	Iteration 57Q: 3 clusters Score -9776187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -9776180.000000 Penalty: 5623.771973
	Iteration 58Q: 3 clusters Score -9776180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -9776177.000000 Penalty: 5623.771973
	Iteration 59Q: 3 clusters Score -9776177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -9776207.000000 Penalty: 5623.771973
	Iteration 60F: 3 clusters Score -9776207 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -9776196.000000 Penalty: 5623.771973
	Iteration 61Q: 3 clusters Score -9776196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -9776211.000000 Penalty: 5623.771973
	Iteration 62Q: 3 clusters Score -9776211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -9776201.000000 Penalty: 5623.771973
	Iteration 63Q: 3 clusters Score -9776201 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -9776216.000000 Penalty: 5623.771973
	Iteration 64Q: 3 clusters Score -9776216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -9776232.000000 Penalty: 5623.771973
	Iteration 65Q: 3 clusters Score -9776232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -9776260.000000 Penalty: 5623.771973
	Iteration 66Q: 3 clusters Score -9776260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -9776260.000000 Penalty: 5623.771973
	Iteration 67Q: 3 clusters Score -9776260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -9776283.000000 Penalty: 5623.771973
	Iteration 68Q: 3 clusters Score -9776283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9776297.000000 Penalty: 5623.771973
	Iteration 69Q: 3 clusters Score -9776297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -9776318.000000 Penalty: 5623.771973
	Iteration 70Q: 3 clusters Score -9776318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -9776320.000000 Penalty: 5623.771973
	Iteration 71Q: 3 clusters Score -9776320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -9776328.000000 Penalty: 5623.771973
	Iteration 72Q: 3 clusters Score -9776328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -9776339.000000 Penalty: 5623.771973
	Iteration 73Q: 3 clusters Score -9776339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -9776342.000000 Penalty: 5623.771973
	Iteration 74Q: 3 clusters Score -9776342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -9776360.000000 Penalty: 5623.771973
	Iteration 75Q: 3 clusters Score -9776360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -9776370.000000 Penalty: 5623.771973
	Iteration 76Q: 3 clusters Score -9776370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9776394.000000 Penalty: 5623.771973
	Iteration 77Q: 3 clusters Score -9776394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9776395.000000 Penalty: 5623.771973
	Iteration 78Q: 3 clusters Score -9776395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -9776386.000000 Penalty: 5623.771973
	Iteration 79Q: 3 clusters Score -9776386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -9776389.000000 Penalty: 5623.771973
	Iteration 80F: 3 clusters Score -9776389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9776388.000000 Penalty: 5623.771973
	Iteration 81Q: 3 clusters Score -9776388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9776389.000000 Penalty: 5623.771973
	Iteration 82Q: 3 clusters Score -9776389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9776392.000000 Penalty: 5623.771973
	Iteration 83Q: 3 clusters Score -9776392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -9776406.000000 Penalty: 5623.771973
	Iteration 84Q: 3 clusters Score -9776406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -9776413.000000 Penalty: 5623.771973
	Iteration 85Q: 3 clusters Score -9776413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -9776407.000000 Penalty: 5623.771973
	Iteration 86Q: 3 clusters Score -9776407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -9776419.000000 Penalty: 5623.771973
	Iteration 87Q: 3 clusters Score -9776419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -9776411.000000 Penalty: 5623.771973
	Iteration 88Q: 3 clusters Score -9776411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -9776416.000000 Penalty: 5623.771973
	Iteration 89Q: 3 clusters Score -9776416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9776426.000000 Penalty: 5623.771973
	Iteration 90Q: 3 clusters Score -9776426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -9776431.000000 Penalty: 5623.771973
	Iteration 91Q: 3 clusters Score -9776431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -9776433.000000 Penalty: 5623.771973
	Iteration 92Q: 3 clusters Score -9776433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -9776424.000000 Penalty: 5623.771973
	Iteration 93Q: 3 clusters Score -9776424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9776425.000000 Penalty: 5623.771973
	Iteration 94Q: 3 clusters Score -9776425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9776428.000000 Penalty: 5623.771973
	Iteration 95Q: 3 clusters Score -9776428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -9776427.000000 Penalty: 5623.771973
	Iteration 96Q: 3 clusters Score -9776427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9776433.000000 Penalty: 5623.771973
	Iteration 97Q: 3 clusters Score -9776433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9776434.000000 Penalty: 5623.771973
	Iteration 98Q: 3 clusters Score -9776434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -9776420.000000 Penalty: 5623.771973
	Iteration 99Q: 3 clusters Score -9776420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -9776421.000000 Penalty: 5623.771973
	Iteration 100F: 3 clusters Score -9776421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9776417.000000 Penalty: 5623.771973
	Iteration 101Q: 3 clusters Score -9776417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -9776421.000000 Penalty: 5623.771973
	Iteration 102Q: 3 clusters Score -9776421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9776429.000000 Penalty: 5623.771973
	Iteration 103Q: 3 clusters Score -9776429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -9776423.000000 Penalty: 5623.771973
	Iteration 104Q: 3 clusters Score -9776423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -9776422.000000 Penalty: 5623.771973
	Iteration 105Q: 3 clusters Score -9776422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9776417.000000 Penalty: 5623.771973
	Iteration 106Q: 3 clusters Score -9776417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -9776419.000000 Penalty: 5623.771973
	Iteration 107Q: 3 clusters Score -9776419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9776421.000000 Penalty: 5623.771973
	Iteration 108Q: 3 clusters Score -9776421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9776414.000000 Penalty: 5623.771973
	Iteration 109Q: 3 clusters Score -9776414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9776423.000000 Penalty: 5623.771973
	Iteration 110Q: 3 clusters Score -9776423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9776424.000000 Penalty: 5623.771973
	Iteration 111Q: 3 clusters Score -9776424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -9776434.000000 Penalty: 5623.771973
	Iteration 112Q: 3 clusters Score -9776434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9776438.000000 Penalty: 5623.771973
	Iteration 113Q: 3 clusters Score -9776438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9776434.000000 Penalty: 5623.771973
	Iteration 114Q: 3 clusters Score -9776434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9776437.000000 Penalty: 5623.771973
	Iteration 115Q: 3 clusters Score -9776437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -9776430.000000 Penalty: 5623.771973
	Iteration 116Q: 3 clusters Score -9776430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9776427.000000 Penalty: 5623.771973
	Iteration 117Q: 3 clusters Score -9776427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9776438.000000 Penalty: 5623.771973
	Iteration 118Q: 3 clusters Score -9776438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9776433.000000 Penalty: 5623.771973
	Iteration 119Q: 3 clusters Score -9776433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -9776424.000000 Penalty: 5623.771973
	Iteration 120F: 3 clusters Score -9776424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9776424.000000 Penalty: 5623.771973
	Iteration 121Q: 3 clusters Score -9776424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -9776425.000000 Penalty: 5623.771973
	Iteration 122Q: 3 clusters Score -9776425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9776429.000000 Penalty: 5623.771973
	Iteration 123Q: 3 clusters Score -9776429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9776430.000000 Penalty: 5623.771973
	Iteration 124Q: 3 clusters Score -9776430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -9776427.000000 Penalty: 5623.771973
	Iteration 125Q: 3 clusters Score -9776427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9776426.000000 Penalty: 5623.771973
	Iteration 126Q: 3 clusters Score -9776426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9776432.000000 Penalty: 5623.771973
	Iteration 127Q: 3 clusters Score -9776432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9776428.000000 Penalty: 5623.771973
	Iteration 128Q: 3 clusters Score -9776428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9776433.000000 Penalty: 5623.771973
	Iteration 129Q: 3 clusters Score -9776433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -9776427.000000 Penalty: 5623.771973
	Iteration 130Q: 3 clusters Score -9776427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9776419.000000 Penalty: 5623.771973
	Iteration 131Q: 3 clusters Score -9776419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -9776425.000000 Penalty: 5623.771973
	Iteration 132Q: 3 clusters Score -9776425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9776426.000000 Penalty: 5623.771973
	Iteration 133Q: 3 clusters Score -9776426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -9776431.000000 Penalty: 5623.771973
	Iteration 134Q: 3 clusters Score -9776431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9776430.000000 Penalty: 5623.771973
	Iteration 135Q: 3 clusters Score -9776430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9776430.000000 Penalty: 5623.771973
	Iteration 136F: 3 clusters Score -9776430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36378.621094 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36378.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36557.238281 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36557.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36598.308594 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36598.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36632.093750 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36632.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36684.957031 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36684.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36780.878906 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36780.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36823.316406 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36823.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36839.226562 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36839.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36843.566406 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -36843.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36866.640625 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -36866.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36943.953125 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -36943.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36960.566406 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -36960.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36972.648438 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -36972.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36989.304688 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -36989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37003.292969 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -37003.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37024.507812 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -37024.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37027.417969 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -37027.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37032.789062 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -37032.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37032.789062 Penalty: 2923.623779
	Iteration 18F: 3 clusters Score -37032.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (214591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214591 members 
Entering Unmasked Estep 
Score: -25064214.000000 Penalty: 3044.569336
	Iteration 0F: 2 clusters Score -2.506421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -24921330.000000 Penalty: 6089.138672
	Iteration 0F: 3 clusters Score -2.492133e+07 nChanged 103489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -24983650.000000 Penalty: 6089.138672
	Iteration 1F: 3 clusters Score -2.498365e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -24986616.000000 Penalty: 6089.138672
	Iteration 2Q: 3 clusters Score -2.498662e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -24991944.000000 Penalty: 6089.138672
	Iteration 3F: 3 clusters Score -2.499194e+07 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 138010 members 
Entering Unmasked Estep 
Score: -25000814.000000 Penalty: 6089.138672
	Iteration 4F: 3 clusters Score -2.500081e+07 nChanged 17366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 152668 members 
Entering Unmasked Estep 
Score: -25014078.000000 Penalty: 6089.138672
	Iteration 5F: 3 clusters Score -2.501408e+07 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -25030322.000000 Penalty: 6089.138672
	Iteration 6F: 3 clusters Score -2.503032e+07 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 182846 members 
Entering Unmasked Estep 
Score: -25045418.000000 Penalty: 6089.138672
	Iteration 7F: 3 clusters Score -2.504542e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 191397 members 
Entering Unmasked Estep 
Score: -25055856.000000 Penalty: 6089.138672
	Iteration 8Q: 3 clusters Score -2.505586e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -25060094.000000 Penalty: 6089.138672
	Iteration 9Q: 3 clusters Score -2.506009e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 197835 members 
Entering Unmasked Estep 
Score: -25061572.000000 Penalty: 6089.138672
	Iteration 10Q: 3 clusters Score -2.506157e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 199744 members 
Entering Unmasked Estep 
Score: -25062156.000000 Penalty: 6089.138672
	Iteration 11Q: 3 clusters Score -2.506216e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 201345 members 
Entering Unmasked Estep 
Score: -25062524.000000 Penalty: 6089.138672
	Iteration 12Q: 3 clusters Score -2.506252e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 202688 members 
Entering Unmasked Estep 
Score: -25062726.000000 Penalty: 6089.138672
	Iteration 13Q: 3 clusters Score -2.506273e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 203847 members 
Entering Unmasked Estep 
Score: -25062994.000000 Penalty: 6089.138672
	Iteration 14Q: 3 clusters Score -2.506299e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 204836 members 
Entering Unmasked Estep 
Score: -25063060.000000 Penalty: 6089.138672
	Iteration 15Q: 3 clusters Score -2.506306e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 205704 members 
Entering Unmasked Estep 
Score: -25063206.000000 Penalty: 6089.138672
	Iteration 16Q: 3 clusters Score -2.506321e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 206457 members 
Entering Unmasked Estep 
Score: -25063120.000000 Penalty: 6089.138672
	Iteration 17Q: 3 clusters Score -2.506312e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 207122 members 
Entering Unmasked Estep 
Score: -25063160.000000 Penalty: 6089.138672
	Iteration 18Q: 3 clusters Score -2.506316e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 207731 members 
Entering Unmasked Estep 
Score: -25063192.000000 Penalty: 6089.138672
	Iteration 19Q: 3 clusters Score -2.506319e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 208248 members 
Entering Unmasked Estep 
Score: -25063172.000000 Penalty: 6089.138672
	Iteration 20F: 3 clusters Score -2.506317e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 208691 members 
Entering Unmasked Estep 
Score: -25063272.000000 Penalty: 6089.138672
	Iteration 21Q: 3 clusters Score -2.506327e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 209079 members 
Entering Unmasked Estep 
Score: -25063294.000000 Penalty: 6089.138672
	Iteration 22Q: 3 clusters Score -2.506329e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 209410 members 
Entering Unmasked Estep 
Score: -25063356.000000 Penalty: 6089.138672
	Iteration 23Q: 3 clusters Score -2.506336e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 209703 members 
Entering Unmasked Estep 
Score: -25063336.000000 Penalty: 6089.138672
	Iteration 24Q: 3 clusters Score -2.506334e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 209989 members 
Entering Unmasked Estep 
Score: -25063322.000000 Penalty: 6089.138672
	Iteration 25Q: 3 clusters Score -2.506332e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 210249 members 
Entering Unmasked Estep 
Score: -25063340.000000 Penalty: 6089.138672
	Iteration 26Q: 3 clusters Score -2.506334e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 210457 members 
Entering Unmasked Estep 
Score: -25063308.000000 Penalty: 6089.138672
	Iteration 27Q: 3 clusters Score -2.506331e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 210646 members 
Entering Unmasked Estep 
Score: -25063380.000000 Penalty: 6089.138672
	Iteration 28Q: 3 clusters Score -2.506338e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -25063394.000000 Penalty: 6089.138672
	Iteration 29Q: 3 clusters Score -2.506339e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 210969 members 
Entering Unmasked Estep 
Score: -25063454.000000 Penalty: 6089.138672
	Iteration 30Q: 3 clusters Score -2.506345e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 211115 members 
Entering Unmasked Estep 
Score: -25063412.000000 Penalty: 6089.138672
	Iteration 31Q: 3 clusters Score -2.506341e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 211240 members 
Entering Unmasked Estep 
Score: -25063470.000000 Penalty: 6089.138672
	Iteration 32Q: 3 clusters Score -2.506347e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 211338 members 
Entering Unmasked Estep 
Score: -25063458.000000 Penalty: 6089.138672
	Iteration 33Q: 3 clusters Score -2.506346e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 211425 members 
Entering Unmasked Estep 
Score: -25063500.000000 Penalty: 6089.138672
	Iteration 34Q: 3 clusters Score -2.50635e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 211501 members 
Entering Unmasked Estep 
Score: -25063462.000000 Penalty: 6089.138672
	Iteration 35Q: 3 clusters Score -2.506346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 211564 members 
Entering Unmasked Estep 
Score: -25063468.000000 Penalty: 6089.138672
	Iteration 36Q: 3 clusters Score -2.506347e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -25063460.000000 Penalty: 6089.138672
	Iteration 37Q: 3 clusters Score -2.506346e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 211686 members 
Entering Unmasked Estep 
Score: -25063468.000000 Penalty: 6089.138672
	Iteration 38Q: 3 clusters Score -2.506347e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 211736 members 
Entering Unmasked Estep 
Score: -25063438.000000 Penalty: 6089.138672
	Iteration 39Q: 3 clusters Score -2.506344e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 211783 members 
Entering Unmasked Estep 
Score: -25063444.000000 Penalty: 6089.138672
	Iteration 40F: 3 clusters Score -2.506344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 211832 members 
Entering Unmasked Estep 
Score: -25063462.000000 Penalty: 6089.138672
	Iteration 41Q: 3 clusters Score -2.506346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 211874 members 
Entering Unmasked Estep 
Score: -25063428.000000 Penalty: 6089.138672
	Iteration 42Q: 3 clusters Score -2.506343e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 211917 members 
Entering Unmasked Estep 
Score: -25063434.000000 Penalty: 6089.138672
	Iteration 43Q: 3 clusters Score -2.506343e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 211954 members 
Entering Unmasked Estep 
Score: -25063396.000000 Penalty: 6089.138672
	Iteration 44Q: 3 clusters Score -2.50634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 211982 members 
Entering Unmasked Estep 
Score: -25063394.000000 Penalty: 6089.138672
	Iteration 45Q: 3 clusters Score -2.506339e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 212004 members 
Entering Unmasked Estep 
Score: -25063378.000000 Penalty: 6089.138672
	Iteration 46Q: 3 clusters Score -2.506338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 212023 members 
Entering Unmasked Estep 
Score: -25063390.000000 Penalty: 6089.138672
	Iteration 47Q: 3 clusters Score -2.506339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 212035 members 
Entering Unmasked Estep 
Score: -25063400.000000 Penalty: 6089.138672
	Iteration 48Q: 3 clusters Score -2.50634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 212049 members 
Entering Unmasked Estep 
Score: -25063436.000000 Penalty: 6089.138672
	Iteration 49Q: 3 clusters Score -2.506344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 212062 members 
Entering Unmasked Estep 
Score: -25063430.000000 Penalty: 6089.138672
	Iteration 50Q: 3 clusters Score -2.506343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 212079 members 
Entering Unmasked Estep 
Score: -25063394.000000 Penalty: 6089.138672
	Iteration 51Q: 3 clusters Score -2.506339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 212084 members 
Entering Unmasked Estep 
Score: -25063416.000000 Penalty: 6089.138672
	Iteration 52Q: 3 clusters Score -2.506342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 212088 members 
Entering Unmasked Estep 
Score: -25063442.000000 Penalty: 6089.138672
	Iteration 53Q: 3 clusters Score -2.506344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 212089 members 
Entering Unmasked Estep 
Score: -25063432.000000 Penalty: 6089.138672
	Iteration 54Q: 3 clusters Score -2.506343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 212092 members 
Entering Unmasked Estep 
Score: -25063434.000000 Penalty: 6089.138672
	Iteration 55Q: 3 clusters Score -2.506343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 212102 members 
Entering Unmasked Estep 
Score: -25063422.000000 Penalty: 6089.138672
	Iteration 56Q: 3 clusters Score -2.506342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 212108 members 
Entering Unmasked Estep 
Score: -25063444.000000 Penalty: 6089.138672
	Iteration 57Q: 3 clusters Score -2.506344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 212112 members 
Entering Unmasked Estep 
Score: -25063436.000000 Penalty: 6089.138672
	Iteration 58Q: 3 clusters Score -2.506344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -25063432.000000 Penalty: 6089.138672
	Iteration 59Q: 3 clusters Score -2.506343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 212116 members 
Entering Unmasked Estep 
Score: -25063426.000000 Penalty: 6089.138672
	Iteration 60F: 3 clusters Score -2.506343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 212117 members 
Entering Unmasked Estep 
Score: -25063424.000000 Penalty: 6089.138672
	Iteration 61Q: 3 clusters Score -2.506342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 212116 members 
Entering Unmasked Estep 
Score: -25063424.000000 Penalty: 6089.138672
	Iteration 62Q: 3 clusters Score -2.506342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 212116 members 
Entering Unmasked Estep 
Score: -25063424.000000 Penalty: 6089.138672
	Iteration 63F: 3 clusters Score -2.506342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -219325.968750 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -219326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -216743.671875 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -216743.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217147.906250 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -217147.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217250.328125 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -217250.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217298.765625 Penalty: 3747.469238
	Iteration 3Q: 3 clusters Score -217298.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217335.578125 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -217335.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217362.125000 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -217362.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217384.656250 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -217384.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217398.703125 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -217398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -217406.890625 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -217406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -217411.703125 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -217411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217414.375000 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -217414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -217418.218750 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -217418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217422.062500 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -217422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217425.875000 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -217425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217431.328125 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -217431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217434.843750 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -217434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217437.078125 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -217437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217439.750000 Penalty: 3747.469238
	Iteration 17Q: 3 clusters Score -217439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217441.687500 Penalty: 3747.469238
	Iteration 18Q: 3 clusters Score -217441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217443.031250 Penalty: 3747.469238
	Iteration 19Q: 3 clusters Score -217443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217445.828125 Penalty: 3747.469238
	Iteration 20F: 3 clusters Score -217445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217448.843750 Penalty: 3747.469238
	Iteration 21Q: 3 clusters Score -217448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217451.906250 Penalty: 3747.469238
	Iteration 22Q: 3 clusters Score -217451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217454.812500 Penalty: 3747.469238
	Iteration 23Q: 3 clusters Score -217454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -217459.750000 Penalty: 3747.469238
	Iteration 24Q: 3 clusters Score -217459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -217468.484375 Penalty: 3747.469238
	Iteration 25Q: 3 clusters Score -217468.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217479.546875 Penalty: 3747.469238
	Iteration 26Q: 3 clusters Score -217479.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -217488.468750 Penalty: 3747.469238
	Iteration 27Q: 3 clusters Score -217488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217497.156250 Penalty: 3747.469238
	Iteration 28Q: 3 clusters Score -217497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217503.906250 Penalty: 3747.469238
	Iteration 29Q: 3 clusters Score -217503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217508.093750 Penalty: 3747.469238
	Iteration 30Q: 3 clusters Score -217508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217509.578125 Penalty: 3747.469238
	Iteration 31Q: 3 clusters Score -217509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217513.359375 Penalty: 3747.469238
	Iteration 32Q: 3 clusters Score -217513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217513.921875 Penalty: 3747.469238
	Iteration 33Q: 3 clusters Score -217513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217515.921875 Penalty: 3747.469238
	Iteration 34Q: 3 clusters Score -217515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217516.078125 Penalty: 3747.469238
	Iteration 35Q: 3 clusters Score -217516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217516.078125 Penalty: 3747.469238
	Iteration 36F: 3 clusters Score -217516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Entering Unmasked Estep 
Score: -12238375.000000 Penalty: 2862.169678
	Iteration 0F: 2 clusters Score -1.223838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -12169468.000000 Penalty: 5724.339355
	Iteration 0F: 3 clusters Score -1.216947e+07 nChanged 48667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -12197137.000000 Penalty: 5724.339355
	Iteration 1F: 3 clusters Score -1.219714e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -12197706.000000 Penalty: 5724.339355
	Iteration 2Q: 3 clusters Score -1.219771e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -12198163.000000 Penalty: 5724.339355
	Iteration 3Q: 3 clusters Score -1.219816e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -12198637.000000 Penalty: 5724.339355
	Iteration 4Q: 3 clusters Score -1.219864e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -12199118.000000 Penalty: 5724.339355
	Iteration 5Q: 3 clusters Score -1.219912e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -12199654.000000 Penalty: 5724.339355
	Iteration 6Q: 3 clusters Score -1.219965e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -12200412.000000 Penalty: 5724.339355
	Iteration 7Q: 3 clusters Score -1.220041e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -12201185.000000 Penalty: 5724.339355
	Iteration 8Q: 3 clusters Score -1.220118e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -12202662.000000 Penalty: 5724.339355
	Iteration 9Q: 3 clusters Score -1.220266e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -12205216.000000 Penalty: 5724.339355
	Iteration 10Q: 3 clusters Score -1.220522e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -12209347.000000 Penalty: 5724.339355
	Iteration 11F: 3 clusters Score -1.220935e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -12215801.000000 Penalty: 5724.339355
	Iteration 12F: 3 clusters Score -1.22158e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -12223265.000000 Penalty: 5724.339355
	Iteration 13F: 3 clusters Score -1.222326e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -12229448.000000 Penalty: 5724.339355
	Iteration 14F: 3 clusters Score -1.222945e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -12233047.000000 Penalty: 5724.339355
	Iteration 15Q: 3 clusters Score -1.223305e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12234729.000000 Penalty: 5724.339355
	Iteration 16Q: 3 clusters Score -1.223473e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12235359.000000 Penalty: 5724.339355
	Iteration 17Q: 3 clusters Score -1.223536e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12235573.000000 Penalty: 5724.339355
	Iteration 18Q: 3 clusters Score -1.223557e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12235666.000000 Penalty: 5724.339355
	Iteration 19Q: 3 clusters Score -1.223567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12235698.000000 Penalty: 5724.339355
	Iteration 20F: 3 clusters Score -1.22357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12235728.000000 Penalty: 5724.339355
	Iteration 21Q: 3 clusters Score -1.223573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12235757.000000 Penalty: 5724.339355
	Iteration 22Q: 3 clusters Score -1.223576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12235782.000000 Penalty: 5724.339355
	Iteration 23Q: 3 clusters Score -1.223578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12235800.000000 Penalty: 5724.339355
	Iteration 24Q: 3 clusters Score -1.22358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12235811.000000 Penalty: 5724.339355
	Iteration 25Q: 3 clusters Score -1.223581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12235803.000000 Penalty: 5724.339355
	Iteration 26Q: 3 clusters Score -1.22358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12235803.000000 Penalty: 5724.339355
	Iteration 27F: 3 clusters Score -1.22358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Entering Unmasked Estep 
Score: -9213065.000000 Penalty: 2792.813232
	Iteration 0F: 2 clusters Score -9213065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -9161031.000000 Penalty: 5585.626465
	Iteration 0F: 3 clusters Score -9161031 nChanged 36611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9182006.000000 Penalty: 5585.626465
	Iteration 1F: 3 clusters Score -9182006 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -9182965.000000 Penalty: 5585.626465
	Iteration 2Q: 3 clusters Score -9182965 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -9184256.000000 Penalty: 5585.626465
	Iteration 3Q: 3 clusters Score -9184256 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -9186308.000000 Penalty: 5585.626465
	Iteration 4F: 3 clusters Score -9186308 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9188912.000000 Penalty: 5585.626465
	Iteration 5F: 3 clusters Score -9188912 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -9192401.000000 Penalty: 5585.626465
	Iteration 6F: 3 clusters Score -9192401 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -9196641.000000 Penalty: 5585.626465
	Iteration 7F: 3 clusters Score -9196641 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -9200472.000000 Penalty: 5585.626465
	Iteration 8F: 3 clusters Score -9200472 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -9202815.000000 Penalty: 5585.626465
	Iteration 9Q: 3 clusters Score -9202815 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -9203991.000000 Penalty: 5585.626465
	Iteration 10Q: 3 clusters Score -9203991 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -9204761.000000 Penalty: 5585.626465
	Iteration 11Q: 3 clusters Score -9204761 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -9205338.000000 Penalty: 5585.626465
	Iteration 12Q: 3 clusters Score -9205338 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -9205948.000000 Penalty: 5585.626465
	Iteration 13Q: 3 clusters Score -9205948 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -9206469.000000 Penalty: 5585.626465
	Iteration 14Q: 3 clusters Score -9206469 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -9207021.000000 Penalty: 5585.626465
	Iteration 15Q: 3 clusters Score -9207021 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -9207496.000000 Penalty: 5585.626465
	Iteration 16Q: 3 clusters Score -9207496 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -9207950.000000 Penalty: 5585.626465
	Iteration 17Q: 3 clusters Score -9207950 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -9208350.000000 Penalty: 5585.626465
	Iteration 18Q: 3 clusters Score -9208350 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -9208730.000000 Penalty: 5585.626465
	Iteration 19Q: 3 clusters Score -9208730 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -9209013.000000 Penalty: 5585.626465
	Iteration 20F: 3 clusters Score -9209013 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -9209302.000000 Penalty: 5585.626465
	Iteration 21Q: 3 clusters Score -9209302 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -9209566.000000 Penalty: 5585.626465
	Iteration 22Q: 3 clusters Score -9209566 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -9209820.000000 Penalty: 5585.626465
	Iteration 23Q: 3 clusters Score -9209820 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -9210003.000000 Penalty: 5585.626465
	Iteration 24Q: 3 clusters Score -9210003 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -9210156.000000 Penalty: 5585.626465
	Iteration 25Q: 3 clusters Score -9210156 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9210336.000000 Penalty: 5585.626465
	Iteration 26Q: 3 clusters Score -9210336 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -9210461.000000 Penalty: 5585.626465
	Iteration 27Q: 3 clusters Score -9210461 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -9210580.000000 Penalty: 5585.626465
	Iteration 28Q: 3 clusters Score -9210580 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -9210724.000000 Penalty: 5585.626465
	Iteration 29Q: 3 clusters Score -9210724 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9210808.000000 Penalty: 5585.626465
	Iteration 30Q: 3 clusters Score -9210808 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -9210902.000000 Penalty: 5585.626465
	Iteration 31Q: 3 clusters Score -9210902 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -9210950.000000 Penalty: 5585.626465
	Iteration 32Q: 3 clusters Score -9210950 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -9211001.000000 Penalty: 5585.626465
	Iteration 33Q: 3 clusters Score -9211001 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9211073.000000 Penalty: 5585.626465
	Iteration 34Q: 3 clusters Score -9211073 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9211110.000000 Penalty: 5585.626465
	Iteration 35Q: 3 clusters Score -9211110 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9211141.000000 Penalty: 5585.626465
	Iteration 36Q: 3 clusters Score -9211141 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9211198.000000 Penalty: 5585.626465
	Iteration 37Q: 3 clusters Score -9211198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -9211236.000000 Penalty: 5585.626465
	Iteration 38Q: 3 clusters Score -9211236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9211252.000000 Penalty: 5585.626465
	Iteration 39Q: 3 clusters Score -9211252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9211272.000000 Penalty: 5585.626465
	Iteration 40F: 3 clusters Score -9211272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9211284.000000 Penalty: 5585.626465
	Iteration 41Q: 3 clusters Score -9211284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9211305.000000 Penalty: 5585.626465
	Iteration 42Q: 3 clusters Score -9211305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9211314.000000 Penalty: 5585.626465
	Iteration 43Q: 3 clusters Score -9211314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9211319.000000 Penalty: 5585.626465
	Iteration 44Q: 3 clusters Score -9211319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9211313.000000 Penalty: 5585.626465
	Iteration 45Q: 3 clusters Score -9211313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9211340.000000 Penalty: 5585.626465
	Iteration 46Q: 3 clusters Score -9211340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9211346.000000 Penalty: 5585.626465
	Iteration 47Q: 3 clusters Score -9211346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9211343.000000 Penalty: 5585.626465
	Iteration 48Q: 3 clusters Score -9211343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9211352.000000 Penalty: 5585.626465
	Iteration 49Q: 3 clusters Score -9211352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9211352.000000 Penalty: 5585.626465
	Iteration 50Q: 3 clusters Score -9211352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9211355.000000 Penalty: 5585.626465
	Iteration 51Q: 3 clusters Score -9211355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9211357.000000 Penalty: 5585.626465
	Iteration 52Q: 3 clusters Score -9211357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9211363.000000 Penalty: 5585.626465
	Iteration 53Q: 3 clusters Score -9211363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9211360.000000 Penalty: 5585.626465
	Iteration 54Q: 3 clusters Score -9211360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9211358.000000 Penalty: 5585.626465
	Iteration 55Q: 3 clusters Score -9211358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9211355.000000 Penalty: 5585.626465
	Iteration 56Q: 3 clusters Score -9211355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9211363.000000 Penalty: 5585.626465
	Iteration 57Q: 3 clusters Score -9211363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9211363.000000 Penalty: 5585.626465
	Iteration 58Q: 3 clusters Score -9211363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9211360.000000 Penalty: 5585.626465
	Iteration 59Q: 3 clusters Score -9211360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9211369.000000 Penalty: 5585.626465
	Iteration 60F: 3 clusters Score -9211369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9211375.000000 Penalty: 5585.626465
	Iteration 61Q: 3 clusters Score -9211375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9211375.000000 Penalty: 5585.626465
	Iteration 62F: 3 clusters Score -9211375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Entering Unmasked Estep 
Score: -5381692.500000 Penalty: 2658.450684
	Iteration 0F: 2 clusters Score -5381692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -5351089.500000 Penalty: 5316.901367
	Iteration 0F: 3 clusters Score -5351090 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5362752.000000 Penalty: 5316.901367
	Iteration 1F: 3 clusters Score -5362752 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5363467.000000 Penalty: 5316.901367
	Iteration 2Q: 3 clusters Score -5363467 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5364424.000000 Penalty: 5316.901367
	Iteration 3Q: 3 clusters Score -5364424 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -5365826.500000 Penalty: 5316.901367
	Iteration 4F: 3 clusters Score -5365826 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5367926.000000 Penalty: 5316.901367
	Iteration 5F: 3 clusters Score -5367926 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5370721.500000 Penalty: 5316.901367
	Iteration 6F: 3 clusters Score -5370722 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -5373685.000000 Penalty: 5316.901367
	Iteration 7F: 3 clusters Score -5373685 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -5376171.000000 Penalty: 5316.901367
	Iteration 8F: 3 clusters Score -5376171 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5377766.500000 Penalty: 5316.901367
	Iteration 9Q: 3 clusters Score -5377766 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5378495.500000 Penalty: 5316.901367
	Iteration 10Q: 3 clusters Score -5378496 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5378822.500000 Penalty: 5316.901367
	Iteration 11Q: 3 clusters Score -5378822 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5379023.500000 Penalty: 5316.901367
	Iteration 12Q: 3 clusters Score -5379024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5379169.000000 Penalty: 5316.901367
	Iteration 13Q: 3 clusters Score -5379169 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5379242.000000 Penalty: 5316.901367
	Iteration 14Q: 3 clusters Score -5379242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5379301.000000 Penalty: 5316.901367
	Iteration 15Q: 3 clusters Score -5379301 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5379346.000000 Penalty: 5316.901367
	Iteration 16Q: 3 clusters Score -5379346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5379384.500000 Penalty: 5316.901367
	Iteration 17Q: 3 clusters Score -5379384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5379421.500000 Penalty: 5316.901367
	Iteration 18Q: 3 clusters Score -5379422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5379454.500000 Penalty: 5316.901367
	Iteration 19Q: 3 clusters Score -5379454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5379493.000000 Penalty: 5316.901367
	Iteration 20F: 3 clusters Score -5379493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5379521.000000 Penalty: 5316.901367
	Iteration 21Q: 3 clusters Score -5379521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5379535.000000 Penalty: 5316.901367
	Iteration 22Q: 3 clusters Score -5379535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5379563.000000 Penalty: 5316.901367
	Iteration 23Q: 3 clusters Score -5379563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5379566.500000 Penalty: 5316.901367
	Iteration 24Q: 3 clusters Score -5379566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5379587.500000 Penalty: 5316.901367
	Iteration 25Q: 3 clusters Score -5379588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5379609.000000 Penalty: 5316.901367
	Iteration 26Q: 3 clusters Score -5379609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5379620.500000 Penalty: 5316.901367
	Iteration 27Q: 3 clusters Score -5379620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5379630.000000 Penalty: 5316.901367
	Iteration 28Q: 3 clusters Score -5379630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5379626.500000 Penalty: 5316.901367
	Iteration 29Q: 3 clusters Score -5379626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5379653.000000 Penalty: 5316.901367
	Iteration 30Q: 3 clusters Score -5379653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5379656.500000 Penalty: 5316.901367
	Iteration 31Q: 3 clusters Score -5379656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5379660.500000 Penalty: 5316.901367
	Iteration 32Q: 3 clusters Score -5379660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5379667.500000 Penalty: 5316.901367
	Iteration 33Q: 3 clusters Score -5379668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5379671.000000 Penalty: 5316.901367
	Iteration 34Q: 3 clusters Score -5379671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5379680.000000 Penalty: 5316.901367
	Iteration 35Q: 3 clusters Score -5379680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5379683.000000 Penalty: 5316.901367
	Iteration 36Q: 3 clusters Score -5379683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5379684.000000 Penalty: 5316.901367
	Iteration 37Q: 3 clusters Score -5379684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5379678.000000 Penalty: 5316.901367
	Iteration 38Q: 3 clusters Score -5379678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5379693.500000 Penalty: 5316.901367
	Iteration 39Q: 3 clusters Score -5379694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5379703.000000 Penalty: 5316.901367
	Iteration 40F: 3 clusters Score -5379703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5379698.000000 Penalty: 5316.901367
	Iteration 41Q: 3 clusters Score -5379698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5379705.500000 Penalty: 5316.901367
	Iteration 42Q: 3 clusters Score -5379706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5379715.000000 Penalty: 5316.901367
	Iteration 43Q: 3 clusters Score -5379715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5379713.000000 Penalty: 5316.901367
	Iteration 44Q: 3 clusters Score -5379713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5379719.500000 Penalty: 5316.901367
	Iteration 45Q: 3 clusters Score -5379720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5379720.000000 Penalty: 5316.901367
	Iteration 46Q: 3 clusters Score -5379720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5379729.000000 Penalty: 5316.901367
	Iteration 47Q: 3 clusters Score -5379729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5379735.500000 Penalty: 5316.901367
	Iteration 48Q: 3 clusters Score -5379736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5379742.000000 Penalty: 5316.901367
	Iteration 49Q: 3 clusters Score -5379742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5379739.000000 Penalty: 5316.901367
	Iteration 50Q: 3 clusters Score -5379739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5379746.000000 Penalty: 5316.901367
	Iteration 51Q: 3 clusters Score -5379746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5379748.500000 Penalty: 5316.901367
	Iteration 52Q: 3 clusters Score -5379748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5379749.500000 Penalty: 5316.901367
	Iteration 53Q: 3 clusters Score -5379750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5379751.500000 Penalty: 5316.901367
	Iteration 54Q: 3 clusters Score -5379752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5379751.500000 Penalty: 5316.901367
	Iteration 55F: 3 clusters Score -5379752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Entering Unmasked Estep 
Score: -8513103.000000 Penalty: 2783.585938
	Iteration 0F: 2 clusters Score -8513103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -8462820.000000 Penalty: 5567.171875
	Iteration 0F: 3 clusters Score -8462820 nChanged 35135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -8482954.000000 Penalty: 5567.171875
	Iteration 1F: 3 clusters Score -8482954 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8483842.000000 Penalty: 5567.171875
	Iteration 2Q: 3 clusters Score -8483842 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8484858.000000 Penalty: 5567.171875
	Iteration 3Q: 3 clusters Score -8484858 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8486347.000000 Penalty: 5567.171875
	Iteration 4Q: 3 clusters Score -8486347 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -8488612.000000 Penalty: 5567.171875
	Iteration 5F: 3 clusters Score -8488612 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -8492228.000000 Penalty: 5567.171875
	Iteration 6F: 3 clusters Score -8492228 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -8497174.000000 Penalty: 5567.171875
	Iteration 7F: 3 clusters Score -8497174 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -8502668.000000 Penalty: 5567.171875
	Iteration 8F: 3 clusters Score -8502668 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -8506918.000000 Penalty: 5567.171875
	Iteration 9F: 3 clusters Score -8506918 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -8509275.000000 Penalty: 5567.171875
	Iteration 10Q: 3 clusters Score -8509275 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -8510203.000000 Penalty: 5567.171875
	Iteration 11Q: 3 clusters Score -8510203 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -8510554.000000 Penalty: 5567.171875
	Iteration 12Q: 3 clusters Score -8510554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -8510731.000000 Penalty: 5567.171875
	Iteration 13Q: 3 clusters Score -8510731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -8510788.000000 Penalty: 5567.171875
	Iteration 14Q: 3 clusters Score -8510788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -8510844.000000 Penalty: 5567.171875
	Iteration 15Q: 3 clusters Score -8510844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -8510895.000000 Penalty: 5567.171875
	Iteration 16Q: 3 clusters Score -8510895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -8510924.000000 Penalty: 5567.171875
	Iteration 17Q: 3 clusters Score -8510924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -8510938.000000 Penalty: 5567.171875
	Iteration 18Q: 3 clusters Score -8510938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -8510952.000000 Penalty: 5567.171875
	Iteration 19Q: 3 clusters Score -8510952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -8510958.000000 Penalty: 5567.171875
	Iteration 20F: 3 clusters Score -8510958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -8510975.000000 Penalty: 5567.171875
	Iteration 21Q: 3 clusters Score -8510975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -8510980.000000 Penalty: 5567.171875
	Iteration 22Q: 3 clusters Score -8510980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -8510978.000000 Penalty: 5567.171875
	Iteration 23Q: 3 clusters Score -8510978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -8510981.000000 Penalty: 5567.171875
	Iteration 24Q: 3 clusters Score -8510981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -8510984.000000 Penalty: 5567.171875
	Iteration 25Q: 3 clusters Score -8510984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -8510988.000000 Penalty: 5567.171875
	Iteration 26Q: 3 clusters Score -8510988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -8510984.000000 Penalty: 5567.171875
	Iteration 27Q: 3 clusters Score -8510984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -8510984.000000 Penalty: 5567.171875
	Iteration 28F: 3 clusters Score -8510984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Entering Unmasked Estep 
Score: -1265125.375000 Penalty: 2304.190674
	Iteration 0F: 2 clusters Score -1265125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1256949.125000 Penalty: 4608.381348
	Iteration 0F: 3 clusters Score -1256949 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1259410.250000 Penalty: 4608.381348
	Iteration 1F: 3 clusters Score -1259410 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1259718.000000 Penalty: 4608.381348
	Iteration 2F: 3 clusters Score -1259718 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1259942.125000 Penalty: 4608.381348
	Iteration 3Q: 3 clusters Score -1259942 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1260128.000000 Penalty: 4608.381348
	Iteration 4Q: 3 clusters Score -1260128 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1260305.125000 Penalty: 4608.381348
	Iteration 5Q: 3 clusters Score -1260305 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1260467.125000 Penalty: 4608.381348
	Iteration 6Q: 3 clusters Score -1260467 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1260636.625000 Penalty: 4608.381348
	Iteration 7Q: 3 clusters Score -1260637 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1260794.125000 Penalty: 4608.381348
	Iteration 8Q: 3 clusters Score -1260794 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1260937.000000 Penalty: 4608.381348
	Iteration 9Q: 3 clusters Score -1260937 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1261081.625000 Penalty: 4608.381348
	Iteration 10Q: 3 clusters Score -1261082 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1261213.375000 Penalty: 4608.381348
	Iteration 11Q: 3 clusters Score -1261213 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1261345.375000 Penalty: 4608.381348
	Iteration 12Q: 3 clusters Score -1261345 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1261465.750000 Penalty: 4608.381348
	Iteration 13Q: 3 clusters Score -1261466 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1261584.625000 Penalty: 4608.381348
	Iteration 14Q: 3 clusters Score -1261585 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1261721.625000 Penalty: 4608.381348
	Iteration 15Q: 3 clusters Score -1261722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1261876.875000 Penalty: 4608.381348
	Iteration 16Q: 3 clusters Score -1261877 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1262019.250000 Penalty: 4608.381348
	Iteration 17Q: 3 clusters Score -1262019 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1262155.250000 Penalty: 4608.381348
	Iteration 18Q: 3 clusters Score -1262155 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1262264.500000 Penalty: 4608.381348
	Iteration 19Q: 3 clusters Score -1262264 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1262364.375000 Penalty: 4608.381348
	Iteration 20F: 3 clusters Score -1262364 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1262441.000000 Penalty: 4608.381348
	Iteration 21Q: 3 clusters Score -1262441 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1262525.250000 Penalty: 4608.381348
	Iteration 22Q: 3 clusters Score -1262525 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1262604.625000 Penalty: 4608.381348
	Iteration 23Q: 3 clusters Score -1262605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1262679.750000 Penalty: 4608.381348
	Iteration 24Q: 3 clusters Score -1262680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1262753.500000 Penalty: 4608.381348
	Iteration 25Q: 3 clusters Score -1262754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1262820.125000 Penalty: 4608.381348
	Iteration 26Q: 3 clusters Score -1262820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1262866.500000 Penalty: 4608.381348
	Iteration 27Q: 3 clusters Score -1262866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1262914.125000 Penalty: 4608.381348
	Iteration 28Q: 3 clusters Score -1262914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1262953.000000 Penalty: 4608.381348
	Iteration 29Q: 3 clusters Score -1262953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1262987.125000 Penalty: 4608.381348
	Iteration 30Q: 3 clusters Score -1262987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1263022.250000 Penalty: 4608.381348
	Iteration 31Q: 3 clusters Score -1263022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1263040.125000 Penalty: 4608.381348
	Iteration 32Q: 3 clusters Score -1263040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1263061.625000 Penalty: 4608.381348
	Iteration 33Q: 3 clusters Score -1263062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1263077.500000 Penalty: 4608.381348
	Iteration 34Q: 3 clusters Score -1263078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1263088.000000 Penalty: 4608.381348
	Iteration 35Q: 3 clusters Score -1263088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1263100.125000 Penalty: 4608.381348
	Iteration 36Q: 3 clusters Score -1263100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1263112.625000 Penalty: 4608.381348
	Iteration 37Q: 3 clusters Score -1263113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1263117.125000 Penalty: 4608.381348
	Iteration 38Q: 3 clusters Score -1263117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1263118.750000 Penalty: 4608.381348
	Iteration 39Q: 3 clusters Score -1263119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1263122.125000 Penalty: 4608.381348
	Iteration 40F: 3 clusters Score -1263122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1263126.625000 Penalty: 4608.381348
	Iteration 41Q: 3 clusters Score -1263127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1263128.375000 Penalty: 4608.381348
	Iteration 42Q: 3 clusters Score -1263128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1263128.375000 Penalty: 4608.381348
	Iteration 43F: 3 clusters Score -1263128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 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 277 members 
Entering Unmasked Estep 
Score: -51355.214844 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51355.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51559.781250 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51559.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51633.058594 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51633.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51672.320312 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51672.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51709.269531 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51709.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51765.335938 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51765.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51793.718750 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51793.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51814.082031 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -51814.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51827.710938 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -51827.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51837.054688 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -51837.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51844.449219 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -51844.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51852.863281 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -51852.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51852.863281 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -51852.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Entering Unmasked Estep 
Score: -6085787.500000 Penalty: 2690.799316
	Iteration 0F: 2 clusters Score -6085788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6050966.500000 Penalty: 5381.598633
	Iteration 0F: 3 clusters Score -6050966 nChanged 23856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -6064180.000000 Penalty: 5381.598633
	Iteration 1F: 3 clusters Score -6064180 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6064775.500000 Penalty: 5381.598633
	Iteration 2Q: 3 clusters Score -6064776 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -6065504.000000 Penalty: 5381.598633
	Iteration 3Q: 3 clusters Score -6065504 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -6066511.500000 Penalty: 5381.598633
	Iteration 4Q: 3 clusters Score -6066512 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -6068003.500000 Penalty: 5381.598633
	Iteration 5F: 3 clusters Score -6068004 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6070307.500000 Penalty: 5381.598633
	Iteration 6F: 3 clusters Score -6070308 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -6073221.500000 Penalty: 5381.598633
	Iteration 7F: 3 clusters Score -6073222 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -6076300.000000 Penalty: 5381.598633
	Iteration 8F: 3 clusters Score -6076300 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6078899.500000 Penalty: 5381.598633
	Iteration 9F: 3 clusters Score -6078900 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -6080821.000000 Penalty: 5381.598633
	Iteration 10Q: 3 clusters Score -6080821 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6081931.500000 Penalty: 5381.598633
	Iteration 11Q: 3 clusters Score -6081932 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6082670.000000 Penalty: 5381.598633
	Iteration 12Q: 3 clusters Score -6082670 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6083040.000000 Penalty: 5381.598633
	Iteration 13Q: 3 clusters Score -6083040 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6083315.000000 Penalty: 5381.598633
	Iteration 14Q: 3 clusters Score -6083315 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6083489.000000 Penalty: 5381.598633
	Iteration 15Q: 3 clusters Score -6083489 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6083600.500000 Penalty: 5381.598633
	Iteration 16Q: 3 clusters Score -6083600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6083663.500000 Penalty: 5381.598633
	Iteration 17Q: 3 clusters Score -6083664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6083709.500000 Penalty: 5381.598633
	Iteration 18Q: 3 clusters Score -6083710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6083737.000000 Penalty: 5381.598633
	Iteration 19Q: 3 clusters Score -6083737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6083765.500000 Penalty: 5381.598633
	Iteration 20F: 3 clusters Score -6083766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6083791.500000 Penalty: 5381.598633
	Iteration 21Q: 3 clusters Score -6083792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6083793.000000 Penalty: 5381.598633
	Iteration 22Q: 3 clusters Score -6083793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6083810.500000 Penalty: 5381.598633
	Iteration 23Q: 3 clusters Score -6083810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6083839.500000 Penalty: 5381.598633
	Iteration 24Q: 3 clusters Score -6083840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6083841.500000 Penalty: 5381.598633
	Iteration 25Q: 3 clusters Score -6083842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6083848.500000 Penalty: 5381.598633
	Iteration 26Q: 3 clusters Score -6083848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6083856.000000 Penalty: 5381.598633
	Iteration 27Q: 3 clusters Score -6083856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6083860.500000 Penalty: 5381.598633
	Iteration 28Q: 3 clusters Score -6083860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6083870.500000 Penalty: 5381.598633
	Iteration 29Q: 3 clusters Score -6083870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6083872.500000 Penalty: 5381.598633
	Iteration 30Q: 3 clusters Score -6083872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6083872.500000 Penalty: 5381.598633
	Iteration 31Q: 3 clusters Score -6083872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6083874.500000 Penalty: 5381.598633
	Iteration 32Q: 3 clusters Score -6083874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6083869.500000 Penalty: 5381.598633
	Iteration 33Q: 3 clusters Score -6083870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6083874.500000 Penalty: 5381.598633
	Iteration 34Q: 3 clusters Score -6083874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6083877.000000 Penalty: 5381.598633
	Iteration 35Q: 3 clusters Score -6083877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6083875.000000 Penalty: 5381.598633
	Iteration 36Q: 3 clusters Score -6083875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6083881.000000 Penalty: 5381.598633
	Iteration 37Q: 3 clusters Score -6083881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6083883.500000 Penalty: 5381.598633
	Iteration 38Q: 3 clusters Score -6083884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6083885.000000 Penalty: 5381.598633
	Iteration 39Q: 3 clusters Score -6083885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6083885.500000 Penalty: 5381.598633
	Iteration 40F: 3 clusters Score -6083886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6083886.500000 Penalty: 5381.598633
	Iteration 41Q: 3 clusters Score -6083886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6083886.500000 Penalty: 5381.598633
	Iteration 42Q: 3 clusters Score -6083886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6083886.500000 Penalty: 5381.598633
	Iteration 43F: 3 clusters Score -6083886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (321889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321889 members 
Entering Unmasked Estep 
Score: -37590060.000000 Penalty: 3145.126465
	Iteration 0F: 2 clusters Score -3.759006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -37383348.000000 Penalty: 6290.252930
	Iteration 0F: 3 clusters Score -3.738335e+07 nChanged 156051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 158418 members 
Entering Unmasked Estep 
Score: -37474848.000000 Penalty: 6290.252930
	Iteration 1F: 3 clusters Score -3.747485e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -37475720.000000 Penalty: 6290.252930
	Iteration 2Q: 3 clusters Score -3.747572e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -37476704.000000 Penalty: 6290.252930
	Iteration 3Q: 3 clusters Score -3.74767e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 150929 members 
Entering Unmasked Estep 
Score: -37478016.000000 Penalty: 6290.252930
	Iteration 4Q: 3 clusters Score -3.747802e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 145041 members 
Entering Unmasked Estep 
Score: -37480380.000000 Penalty: 6290.252930
	Iteration 5Q: 3 clusters Score -3.748038e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185897 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -37484760.000000 Penalty: 6290.252930
	Iteration 6Q: 3 clusters Score -3.748476e+07 nChanged 17332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199525 members 
Mstep: Class 2 contains 122364 members 
Entering Unmasked Estep 
Score: -37493408.000000 Penalty: 6290.252930
	Iteration 7F: 3 clusters Score -3.749341e+07 nChanged 22870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218055 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -37509452.000000 Penalty: 6290.252930
	Iteration 8F: 3 clusters Score -3.750945e+07 nChanged 26602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240075 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -37531840.000000 Penalty: 6290.252930
	Iteration 9F: 3 clusters Score -3.753184e+07 nChanged 24416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259787 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -37555324.000000 Penalty: 6290.252930
	Iteration 10F: 3 clusters Score -3.755532e+07 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271634 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -37573276.000000 Penalty: 6290.252930
	Iteration 11F: 3 clusters Score -3.757328e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276726 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -37581656.000000 Penalty: 6290.252930
	Iteration 12Q: 3 clusters Score -3.758166e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279721 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -37585044.000000 Penalty: 6290.252930
	Iteration 13Q: 3 clusters Score -3.758504e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282216 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -37587272.000000 Penalty: 6290.252930
	Iteration 14Q: 3 clusters Score -3.758727e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284430 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -37588716.000000 Penalty: 6290.252930
	Iteration 15Q: 3 clusters Score -3.758872e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286405 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -37590012.000000 Penalty: 6290.252930
	Iteration 16Q: 3 clusters Score -3.759001e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288136 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -37590792.000000 Penalty: 6290.252930
	Iteration 17Q: 3 clusters Score -3.759079e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289734 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -37591640.000000 Penalty: 6290.252930
	Iteration 18Q: 3 clusters Score -3.759164e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291236 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -37592248.000000 Penalty: 6290.252930
	Iteration 19Q: 3 clusters Score -3.759225e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292657 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -37592600.000000 Penalty: 6290.252930
	Iteration 20F: 3 clusters Score -3.75926e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293942 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -37592888.000000 Penalty: 6290.252930
	Iteration 21Q: 3 clusters Score -3.759289e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295101 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -37593168.000000 Penalty: 6290.252930
	Iteration 22Q: 3 clusters Score -3.759317e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296175 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -37593620.000000 Penalty: 6290.252930
	Iteration 23Q: 3 clusters Score -3.759362e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297192 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -37593988.000000 Penalty: 6290.252930
	Iteration 24Q: 3 clusters Score -3.759399e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298184 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -37594244.000000 Penalty: 6290.252930
	Iteration 25Q: 3 clusters Score -3.759424e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299180 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -37594356.000000 Penalty: 6290.252930
	Iteration 26Q: 3 clusters Score -3.759436e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300108 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -37594528.000000 Penalty: 6290.252930
	Iteration 27Q: 3 clusters Score -3.759453e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301056 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -37594700.000000 Penalty: 6290.252930
	Iteration 28Q: 3 clusters Score -3.75947e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301946 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -37594956.000000 Penalty: 6290.252930
	Iteration 29Q: 3 clusters Score -3.759496e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302789 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -37595036.000000 Penalty: 6290.252930
	Iteration 30Q: 3 clusters Score -3.759504e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303627 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -37595044.000000 Penalty: 6290.252930
	Iteration 31Q: 3 clusters Score -3.759504e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304467 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -37594952.000000 Penalty: 6290.252930
	Iteration 32Q: 3 clusters Score -3.759495e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305287 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -37594984.000000 Penalty: 6290.252930
	Iteration 33Q: 3 clusters Score -3.759498e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306100 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -37595004.000000 Penalty: 6290.252930
	Iteration 34Q: 3 clusters Score -3.7595e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306934 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -37594968.000000 Penalty: 6290.252930
	Iteration 35Q: 3 clusters Score -3.759497e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307758 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -37594848.000000 Penalty: 6290.252930
	Iteration 36Q: 3 clusters Score -3.759485e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308585 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -37594628.000000 Penalty: 6290.252930
	Iteration 37Q: 3 clusters Score -3.759463e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309402 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -37594512.000000 Penalty: 6290.252930
	Iteration 38Q: 3 clusters Score -3.759451e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310163 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -37594248.000000 Penalty: 6290.252930
	Iteration 39Q: 3 clusters Score -3.759425e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310903 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -37594088.000000 Penalty: 6290.252930
	Iteration 40F: 3 clusters Score -3.759409e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311560 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -37593880.000000 Penalty: 6290.252930
	Iteration 41Q: 3 clusters Score -3.759388e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312184 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -37593636.000000 Penalty: 6290.252930
	Iteration 42Q: 3 clusters Score -3.759364e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312774 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -37593236.000000 Penalty: 6290.252930
	Iteration 43Q: 3 clusters Score -3.759324e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313353 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -37592896.000000 Penalty: 6290.252930
	Iteration 44Q: 3 clusters Score -3.75929e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313892 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -37592648.000000 Penalty: 6290.252930
	Iteration 45Q: 3 clusters Score -3.759265e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314435 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -37592408.000000 Penalty: 6290.252930
	Iteration 46Q: 3 clusters Score -3.759241e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314920 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -37592184.000000 Penalty: 6290.252930
	Iteration 47Q: 3 clusters Score -3.759218e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315328 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -37591924.000000 Penalty: 6290.252930
	Iteration 48Q: 3 clusters Score -3.759192e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315712 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -37591840.000000 Penalty: 6290.252930
	Iteration 49Q: 3 clusters Score -3.759184e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316084 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -37591648.000000 Penalty: 6290.252930
	Iteration 50Q: 3 clusters Score -3.759165e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316417 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -37591488.000000 Penalty: 6290.252930
	Iteration 51Q: 3 clusters Score -3.759149e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316717 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -37591272.000000 Penalty: 6290.252930
	Iteration 52Q: 3 clusters Score -3.759127e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316975 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -37591176.000000 Penalty: 6290.252930
	Iteration 53Q: 3 clusters Score -3.759118e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317196 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -37591120.000000 Penalty: 6290.252930
	Iteration 54Q: 3 clusters Score -3.759112e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317407 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -37590976.000000 Penalty: 6290.252930
	Iteration 55Q: 3 clusters Score -3.759098e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317613 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -37590932.000000 Penalty: 6290.252930
	Iteration 56Q: 3 clusters Score -3.759093e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317780 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -37590788.000000 Penalty: 6290.252930
	Iteration 57Q: 3 clusters Score -3.759079e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317948 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -37590684.000000 Penalty: 6290.252930
	Iteration 58Q: 3 clusters Score -3.759068e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318114 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -37590532.000000 Penalty: 6290.252930
	Iteration 59Q: 3 clusters Score -3.759053e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318278 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -37590340.000000 Penalty: 6290.252930
	Iteration 60F: 3 clusters Score -3.759034e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318429 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -37590192.000000 Penalty: 6290.252930
	Iteration 61Q: 3 clusters Score -3.759019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318572 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -37590180.000000 Penalty: 6290.252930
	Iteration 62Q: 3 clusters Score -3.759018e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318729 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -37590072.000000 Penalty: 6290.252930
	Iteration 63Q: 3 clusters Score -3.759007e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318868 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -37590012.000000 Penalty: 6290.252930
	Iteration 64Q: 3 clusters Score -3.759001e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318994 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -37589960.000000 Penalty: 6290.252930
	Iteration 65Q: 3 clusters Score -3.758996e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319114 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -37589884.000000 Penalty: 6290.252930
	Iteration 66Q: 3 clusters Score -3.758988e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319234 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -37589856.000000 Penalty: 6290.252930
	Iteration 67Q: 3 clusters Score -3.758986e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319353 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -37589872.000000 Penalty: 6290.252930
	Iteration 68Q: 3 clusters Score -3.758987e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319467 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -37589716.000000 Penalty: 6290.252930
	Iteration 69Q: 3 clusters Score -3.758972e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319573 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -37589656.000000 Penalty: 6290.252930
	Iteration 70Q: 3 clusters Score -3.758966e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319645 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -37589628.000000 Penalty: 6290.252930
	Iteration 71Q: 3 clusters Score -3.758963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319701 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -37589600.000000 Penalty: 6290.252930
	Iteration 72Q: 3 clusters Score -3.75896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319751 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -37589576.000000 Penalty: 6290.252930
	Iteration 73Q: 3 clusters Score -3.758958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319801 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -37589572.000000 Penalty: 6290.252930
	Iteration 74Q: 3 clusters Score -3.758957e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319845 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -37589540.000000 Penalty: 6290.252930
	Iteration 75Q: 3 clusters Score -3.758954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319887 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -37589536.000000 Penalty: 6290.252930
	Iteration 76Q: 3 clusters Score -3.758954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319919 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -37589488.000000 Penalty: 6290.252930
	Iteration 77Q: 3 clusters Score -3.758949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319959 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -37589484.000000 Penalty: 6290.252930
	Iteration 78Q: 3 clusters Score -3.758948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319983 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -37589476.000000 Penalty: 6290.252930
	Iteration 79Q: 3 clusters Score -3.758948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320005 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -37589452.000000 Penalty: 6290.252930
	Iteration 80F: 3 clusters Score -3.758945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320022 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -37589444.000000 Penalty: 6290.252930
	Iteration 81Q: 3 clusters Score -3.758944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320033 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -37589476.000000 Penalty: 6290.252930
	Iteration 82Q: 3 clusters Score -3.758948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320049 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -37589436.000000 Penalty: 6290.252930
	Iteration 83Q: 3 clusters Score -3.758944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -37589436.000000 Penalty: 6290.252930
	Iteration 84Q: 3 clusters Score -3.758944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320069 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -37589444.000000 Penalty: 6290.252930
	Iteration 85Q: 3 clusters Score -3.758944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320081 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -37589424.000000 Penalty: 6290.252930
	Iteration 86Q: 3 clusters Score -3.758942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320092 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -37589424.000000 Penalty: 6290.252930
	Iteration 87Q: 3 clusters Score -3.758942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320106 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -37589404.000000 Penalty: 6290.252930
	Iteration 88Q: 3 clusters Score -3.75894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320117 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -37589388.000000 Penalty: 6290.252930
	Iteration 89Q: 3 clusters Score -3.758939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320136 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -37589344.000000 Penalty: 6290.252930
	Iteration 90Q: 3 clusters Score -3.758934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320156 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -37589324.000000 Penalty: 6290.252930
	Iteration 91Q: 3 clusters Score -3.758932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320177 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -37589276.000000 Penalty: 6290.252930
	Iteration 92Q: 3 clusters Score -3.758928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320197 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -37589288.000000 Penalty: 6290.252930
	Iteration 93Q: 3 clusters Score -3.758929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320214 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -37589280.000000 Penalty: 6290.252930
	Iteration 94Q: 3 clusters Score -3.758928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320229 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -37589260.000000 Penalty: 6290.252930
	Iteration 95Q: 3 clusters Score -3.758926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320246 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -37589256.000000 Penalty: 6290.252930
	Iteration 96Q: 3 clusters Score -3.758926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320264 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -37589220.000000 Penalty: 6290.252930
	Iteration 97Q: 3 clusters Score -3.758922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -37589208.000000 Penalty: 6290.252930
	Iteration 98Q: 3 clusters Score -3.758921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320274 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -37589204.000000 Penalty: 6290.252930
	Iteration 99Q: 3 clusters Score -3.75892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320277 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -37589200.000000 Penalty: 6290.252930
	Iteration 100F: 3 clusters Score -3.75892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320278 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -37589192.000000 Penalty: 6290.252930
	Iteration 101Q: 3 clusters Score -3.758919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320278 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -37589192.000000 Penalty: 6290.252930
	Iteration 102F: 3 clusters Score -3.758919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Entering Unmasked Estep 
Score: -6815402.000000 Penalty: 2717.508301
	Iteration 0F: 2 clusters Score -6815402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -6776781.000000 Penalty: 5435.016602
	Iteration 0F: 3 clusters Score -6776781 nChanged 26671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -6791794.500000 Penalty: 5435.016602
	Iteration 1F: 3 clusters Score -6791794 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -6792688.500000 Penalty: 5435.016602
	Iteration 2Q: 3 clusters Score -6792688 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6793664.000000 Penalty: 5435.016602
	Iteration 3Q: 3 clusters Score -6793664 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6795064.500000 Penalty: 5435.016602
	Iteration 4Q: 3 clusters Score -6795064 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -6796811.000000 Penalty: 5435.016602
	Iteration 5F: 3 clusters Score -6796811 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -6799015.000000 Penalty: 5435.016602
	Iteration 6F: 3 clusters Score -6799015 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -6801609.500000 Penalty: 5435.016602
	Iteration 7F: 3 clusters Score -6801610 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -6804330.000000 Penalty: 5435.016602
	Iteration 8F: 3 clusters Score -6804330 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -6806703.500000 Penalty: 5435.016602
	Iteration 9F: 3 clusters Score -6806704 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6808377.000000 Penalty: 5435.016602
	Iteration 10Q: 3 clusters Score -6808377 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6809360.500000 Penalty: 5435.016602
	Iteration 11Q: 3 clusters Score -6809360 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6809896.000000 Penalty: 5435.016602
	Iteration 12Q: 3 clusters Score -6809896 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6810239.000000 Penalty: 5435.016602
	Iteration 13Q: 3 clusters Score -6810239 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -6810565.000000 Penalty: 5435.016602
	Iteration 14Q: 3 clusters Score -6810565 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -6810821.500000 Penalty: 5435.016602
	Iteration 15Q: 3 clusters Score -6810822 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6811064.000000 Penalty: 5435.016602
	Iteration 16Q: 3 clusters Score -6811064 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -6811267.000000 Penalty: 5435.016602
	Iteration 17Q: 3 clusters Score -6811267 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -6811498.500000 Penalty: 5435.016602
	Iteration 18Q: 3 clusters Score -6811498 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6811723.500000 Penalty: 5435.016602
	Iteration 19Q: 3 clusters Score -6811724 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6811999.500000 Penalty: 5435.016602
	Iteration 20F: 3 clusters Score -6812000 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6812239.500000 Penalty: 5435.016602
	Iteration 21Q: 3 clusters Score -6812240 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6812448.000000 Penalty: 5435.016602
	Iteration 22Q: 3 clusters Score -6812448 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6812649.000000 Penalty: 5435.016602
	Iteration 23Q: 3 clusters Score -6812649 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -6812792.000000 Penalty: 5435.016602
	Iteration 24Q: 3 clusters Score -6812792 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -6812924.000000 Penalty: 5435.016602
	Iteration 25Q: 3 clusters Score -6812924 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6813039.000000 Penalty: 5435.016602
	Iteration 26Q: 3 clusters Score -6813039 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -6813127.500000 Penalty: 5435.016602
	Iteration 27Q: 3 clusters Score -6813128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -6813211.000000 Penalty: 5435.016602
	Iteration 28Q: 3 clusters Score -6813211 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -6813312.500000 Penalty: 5435.016602
	Iteration 29Q: 3 clusters Score -6813312 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -6813395.500000 Penalty: 5435.016602
	Iteration 30Q: 3 clusters Score -6813396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6813447.500000 Penalty: 5435.016602
	Iteration 31Q: 3 clusters Score -6813448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -6813503.500000 Penalty: 5435.016602
	Iteration 32Q: 3 clusters Score -6813504 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -6813549.500000 Penalty: 5435.016602
	Iteration 33Q: 3 clusters Score -6813550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -6813601.500000 Penalty: 5435.016602
	Iteration 34Q: 3 clusters Score -6813602 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -6813656.500000 Penalty: 5435.016602
	Iteration 35Q: 3 clusters Score -6813656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -6813706.000000 Penalty: 5435.016602
	Iteration 36Q: 3 clusters Score -6813706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -6813735.000000 Penalty: 5435.016602
	Iteration 37Q: 3 clusters Score -6813735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -6813765.000000 Penalty: 5435.016602
	Iteration 38Q: 3 clusters Score -6813765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -6813790.000000 Penalty: 5435.016602
	Iteration 39Q: 3 clusters Score -6813790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -6813809.500000 Penalty: 5435.016602
	Iteration 40F: 3 clusters Score -6813810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -6813810.500000 Penalty: 5435.016602
	Iteration 41Q: 3 clusters Score -6813810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -6813831.000000 Penalty: 5435.016602
	Iteration 42Q: 3 clusters Score -6813831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -6813830.500000 Penalty: 5435.016602
	Iteration 43Q: 3 clusters Score -6813830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -6813839.000000 Penalty: 5435.016602
	Iteration 44Q: 3 clusters Score -6813839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -6813842.000000 Penalty: 5435.016602
	Iteration 45Q: 3 clusters Score -6813842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -6813844.500000 Penalty: 5435.016602
	Iteration 46Q: 3 clusters Score -6813844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -6813858.500000 Penalty: 5435.016602
	Iteration 47Q: 3 clusters Score -6813858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -6813864.000000 Penalty: 5435.016602
	Iteration 48Q: 3 clusters Score -6813864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -6813877.500000 Penalty: 5435.016602
	Iteration 49Q: 3 clusters Score -6813878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -6813879.500000 Penalty: 5435.016602
	Iteration 50Q: 3 clusters Score -6813880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -6813875.000000 Penalty: 5435.016602
	Iteration 51Q: 3 clusters Score -6813875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -6813885.500000 Penalty: 5435.016602
	Iteration 52Q: 3 clusters Score -6813886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -6813897.500000 Penalty: 5435.016602
	Iteration 53Q: 3 clusters Score -6813898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -6813898.500000 Penalty: 5435.016602
	Iteration 54Q: 3 clusters Score -6813898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -6813904.000000 Penalty: 5435.016602
	Iteration 55Q: 3 clusters Score -6813904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -6813905.500000 Penalty: 5435.016602
	Iteration 56Q: 3 clusters Score -6813906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -6813908.500000 Penalty: 5435.016602
	Iteration 57Q: 3 clusters Score -6813908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -6813911.000000 Penalty: 5435.016602
	Iteration 58Q: 3 clusters Score -6813911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -6813913.500000 Penalty: 5435.016602
	Iteration 59Q: 3 clusters Score -6813914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -6813912.000000 Penalty: 5435.016602
	Iteration 60F: 3 clusters Score -6813912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -87936.226562 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -87936.23 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 406 members 
Entering Unmasked Estep 
Score: -86133.000000 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -86133 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86443.898438 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -86443.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86601.890625 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -86601.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86808.304688 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -86808.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87093.351562 Penalty: 3330.830322
	Iteration 4F: 3 clusters Score -87093.35 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87372.625000 Penalty: 3330.830322
	Iteration 5F: 3 clusters Score -87372.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87541.437500 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -87541.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87641.820312 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -87641.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87757.429688 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -87757.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87921.984375 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -87921.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88044.804688 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -88044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88087.257812 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -88087.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88111.593750 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -88111.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88123.859375 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -88123.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88131.109375 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -88131.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88133.062500 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -88133.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88134.492188 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -88134.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88137.757812 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -88137.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88141.335938 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -88141.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88141.335938 Penalty: 3330.830322
	Iteration 19F: 3 clusters Score -88141.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83973 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214591 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 102848 members 
Mstep: Class 7 contains 77757 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 74917 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51534 members 
Mstep: Class 13 contains 321889 members 
Mstep: Class 14 contains 57394 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 221445 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 40176 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 30186 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10893 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 205814 members 
Entering Unmasked Estep 
Score: -183997408.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -183998400.000000 to -183997408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (221445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221445 members 
Entering Unmasked Estep 
Score: -26007914.000000 Penalty: 3052.366699
	Iteration 0F: 2 clusters Score -2.600791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -25864210.000000 Penalty: 6104.733398
	Iteration 0F: 3 clusters Score -2.586421e+07 nChanged 106605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115714 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -25927166.000000 Penalty: 6104.733398
	Iteration 1F: 3 clusters Score -2.592717e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -25928726.000000 Penalty: 6104.733398
	Iteration 2Q: 3 clusters Score -2.592873e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -25930748.000000 Penalty: 6104.733398
	Iteration 3Q: 3 clusters Score -2.593075e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129937 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -25934196.000000 Penalty: 6104.733398
	Iteration 4Q: 3 clusters Score -2.59342e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -25940132.000000 Penalty: 6104.733398
	Iteration 5F: 3 clusters Score -2.594013e+07 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153853 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -25950432.000000 Penalty: 6104.733398
	Iteration 6F: 3 clusters Score -2.595043e+07 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -25964632.000000 Penalty: 6104.733398
	Iteration 7F: 3 clusters Score -2.596463e+07 nChanged 17160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187731 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -25979980.000000 Penalty: 6104.733398
	Iteration 8F: 3 clusters Score -2.597998e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200471 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -25991726.000000 Penalty: 6104.733398
	Iteration 9F: 3 clusters Score -2.599173e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207937 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -25998218.000000 Penalty: 6104.733398
	Iteration 10Q: 3 clusters Score -2.599822e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211984 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -26001542.000000 Penalty: 6104.733398
	Iteration 11Q: 3 clusters Score -2.600154e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214356 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -26003322.000000 Penalty: 6104.733398
	Iteration 12Q: 3 clusters Score -2.600332e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -26004216.000000 Penalty: 6104.733398
	Iteration 13Q: 3 clusters Score -2.600422e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216967 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -26004772.000000 Penalty: 6104.733398
	Iteration 14Q: 3 clusters Score -2.600477e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217703 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -26005002.000000 Penalty: 6104.733398
	Iteration 15Q: 3 clusters Score -2.6005e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218240 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -26005178.000000 Penalty: 6104.733398
	Iteration 16Q: 3 clusters Score -2.600518e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218684 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -26005324.000000 Penalty: 6104.733398
	Iteration 17Q: 3 clusters Score -2.600532e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219030 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -26005424.000000 Penalty: 6104.733398
	Iteration 18Q: 3 clusters Score -2.600542e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219312 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -26005526.000000 Penalty: 6104.733398
	Iteration 19Q: 3 clusters Score -2.600553e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219524 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -26005638.000000 Penalty: 6104.733398
	Iteration 20F: 3 clusters Score -2.600564e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219691 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -26005682.000000 Penalty: 6104.733398
	Iteration 21Q: 3 clusters Score -2.600568e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219804 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -26005690.000000 Penalty: 6104.733398
	Iteration 22Q: 3 clusters Score -2.600569e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219892 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -26005716.000000 Penalty: 6104.733398
	Iteration 23Q: 3 clusters Score -2.600572e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219949 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -26005758.000000 Penalty: 6104.733398
	Iteration 24Q: 3 clusters Score -2.600576e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220001 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -26005762.000000 Penalty: 6104.733398
	Iteration 25Q: 3 clusters Score -2.600576e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220047 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -26005774.000000 Penalty: 6104.733398
	Iteration 26Q: 3 clusters Score -2.600577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220087 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -26005766.000000 Penalty: 6104.733398
	Iteration 27Q: 3 clusters Score -2.600577e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -26005770.000000 Penalty: 6104.733398
	Iteration 28Q: 3 clusters Score -2.600577e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220160 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -26005792.000000 Penalty: 6104.733398
	Iteration 29Q: 3 clusters Score -2.600579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220185 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -26005778.000000 Penalty: 6104.733398
	Iteration 30Q: 3 clusters Score -2.600578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220207 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26005758.000000 Penalty: 6104.733398
	Iteration 31Q: 3 clusters Score -2.600576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220220 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -26005750.000000 Penalty: 6104.733398
	Iteration 32Q: 3 clusters Score -2.600575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220238 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -26005792.000000 Penalty: 6104.733398
	Iteration 33Q: 3 clusters Score -2.600579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220252 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -26005798.000000 Penalty: 6104.733398
	Iteration 34Q: 3 clusters Score -2.60058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220259 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -26005808.000000 Penalty: 6104.733398
	Iteration 35Q: 3 clusters Score -2.600581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220264 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -26005804.000000 Penalty: 6104.733398
	Iteration 36Q: 3 clusters Score -2.60058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220267 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -26005800.000000 Penalty: 6104.733398
	Iteration 37Q: 3 clusters Score -2.60058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220270 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -26005804.000000 Penalty: 6104.733398
	Iteration 38Q: 3 clusters Score -2.60058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220271 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -26005796.000000 Penalty: 6104.733398
	Iteration 39Q: 3 clusters Score -2.60058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220272 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -26005802.000000 Penalty: 6104.733398
	Iteration 40F: 3 clusters Score -2.60058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -278444.093750 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -278444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -275464.500000 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -275464.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -276217.250000 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -276217.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -276506.312500 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -276506.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -276845.187500 Penalty: 3894.809814
	Iteration 3F: 3 clusters Score -276845.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -277192.593750 Penalty: 3894.809814
	Iteration 4F: 3 clusters Score -277192.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -277457.968750 Penalty: 3894.809814
	Iteration 5F: 3 clusters Score -277458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -277651.718750 Penalty: 3894.809814
	Iteration 6F: 3 clusters Score -277651.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -277776.562500 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -277776.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -277859.375000 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -277859.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -277930.562500 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -277930.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -277985.000000 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -277985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -278007.781250 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -278007.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -278028.812500 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -278028.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -278047.875000 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -278047.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -278068.968750 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -278069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -278083.218750 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -278083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -278091.375000 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -278091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -278099.593750 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -278099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -278103.000000 Penalty: 3894.809814
	Iteration 18Q: 3 clusters Score -278103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -278105.000000 Penalty: 3894.809814
	Iteration 19Q: 3 clusters Score -278105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -278110.750000 Penalty: 3894.809814
	Iteration 20F: 3 clusters Score -278110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -278123.625000 Penalty: 3894.809814
	Iteration 21Q: 3 clusters Score -278123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -278132.281250 Penalty: 3894.809814
	Iteration 22Q: 3 clusters Score -278132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -278141.937500 Penalty: 3894.809814
	Iteration 23Q: 3 clusters Score -278141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -278146.906250 Penalty: 3894.809814
	Iteration 24Q: 3 clusters Score -278146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -278151.093750 Penalty: 3894.809814
	Iteration 25Q: 3 clusters Score -278151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -278157.906250 Penalty: 3894.809814
	Iteration 26Q: 3 clusters Score -278157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -278162.218750 Penalty: 3894.809814
	Iteration 27Q: 3 clusters Score -278162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -278169.312500 Penalty: 3894.809814
	Iteration 28Q: 3 clusters Score -278169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -278172.750000 Penalty: 3894.809814
	Iteration 29Q: 3 clusters Score -278172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -278174.781250 Penalty: 3894.809814
	Iteration 30Q: 3 clusters Score -278174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -278174.781250 Penalty: 3894.809814
	Iteration 31F: 3 clusters Score -278174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Entering Unmasked Estep 
Score: -2210836.750000 Penalty: 2443.618164
	Iteration 0F: 2 clusters Score -2210837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2197392.000000 Penalty: 4887.236328
	Iteration 0F: 3 clusters Score -2197392 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2201843.250000 Penalty: 4887.236328
	Iteration 1F: 3 clusters Score -2201843 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2202353.750000 Penalty: 4887.236328
	Iteration 2F: 3 clusters Score -2202354 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2202885.750000 Penalty: 4887.236328
	Iteration 3F: 3 clusters Score -2202886 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2203433.000000 Penalty: 4887.236328
	Iteration 4F: 3 clusters Score -2203433 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2204006.250000 Penalty: 4887.236328
	Iteration 5F: 3 clusters Score -2204006 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2204701.000000 Penalty: 4887.236328
	Iteration 6F: 3 clusters Score -2204701 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2205527.500000 Penalty: 4887.236328
	Iteration 7F: 3 clusters Score -2205528 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2206387.000000 Penalty: 4887.236328
	Iteration 8F: 3 clusters Score -2206387 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2207137.000000 Penalty: 4887.236328
	Iteration 9Q: 3 clusters Score -2207137 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2207749.750000 Penalty: 4887.236328
	Iteration 10Q: 3 clusters Score -2207750 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2208203.500000 Penalty: 4887.236328
	Iteration 11Q: 3 clusters Score -2208204 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2208478.500000 Penalty: 4887.236328
	Iteration 12Q: 3 clusters Score -2208478 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2208655.500000 Penalty: 4887.236328
	Iteration 13Q: 3 clusters Score -2208656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2208751.250000 Penalty: 4887.236328
	Iteration 14Q: 3 clusters Score -2208751 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2208815.250000 Penalty: 4887.236328
	Iteration 15Q: 3 clusters Score -2208815 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2208865.250000 Penalty: 4887.236328
	Iteration 16Q: 3 clusters Score -2208865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2208897.500000 Penalty: 4887.236328
	Iteration 17Q: 3 clusters Score -2208898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2208932.500000 Penalty: 4887.236328
	Iteration 18Q: 3 clusters Score -2208932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2208957.500000 Penalty: 4887.236328
	Iteration 19Q: 3 clusters Score -2208958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2208968.500000 Penalty: 4887.236328
	Iteration 20F: 3 clusters Score -2208968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2208982.000000 Penalty: 4887.236328
	Iteration 21Q: 3 clusters Score -2208982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2208987.250000 Penalty: 4887.236328
	Iteration 22Q: 3 clusters Score -2208987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2208991.750000 Penalty: 4887.236328
	Iteration 23Q: 3 clusters Score -2208992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2208990.500000 Penalty: 4887.236328
	Iteration 24Q: 3 clusters Score -2208990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2208995.750000 Penalty: 4887.236328
	Iteration 25Q: 3 clusters Score -2208996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2209001.500000 Penalty: 4887.236328
	Iteration 26Q: 3 clusters Score -2209002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2209004.000000 Penalty: 4887.236328
	Iteration 27Q: 3 clusters Score -2209004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2209005.000000 Penalty: 4887.236328
	Iteration 28Q: 3 clusters Score -2209005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2209005.000000 Penalty: 4887.236328
	Iteration 29F: 3 clusters Score -2209005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -224329.093750 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -224329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -221651.656250 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -221651.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222150.031250 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -222150 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222303.906250 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -222303.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222430.187500 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -222430.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -222537.703125 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -222537.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -222613.062500 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -222613.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -222673.984375 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -222674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -222723.250000 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -222723.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222765.343750 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -222765.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -222787.546875 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -222787.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -222805.843750 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -222805.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222832.468750 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -222832.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -222860.203125 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -222860.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -222893.109375 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -222893.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -222932.718750 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -222932.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -222962.531250 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -222962.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -223001.734375 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -223001.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223031.750000 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -223031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -223053.687500 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -223053.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -223069.218750 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -223069.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -223078.906250 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -223078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223085.203125 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -223085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -223090.109375 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -223090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -223092.875000 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -223092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223093.812500 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -223093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223093.812500 Penalty: 3779.626709
	Iteration 25F: 3 clusters Score -223093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Entering Unmasked Estep 
Score: -4790644.000000 Penalty: 2629.054199
	Iteration 0F: 2 clusters Score -4790644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4763437.500000 Penalty: 5258.108398
	Iteration 0F: 3 clusters Score -4763438 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4773516.500000 Penalty: 5258.108398
	Iteration 1F: 3 clusters Score -4773516 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4773987.500000 Penalty: 5258.108398
	Iteration 2Q: 3 clusters Score -4773988 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4774406.500000 Penalty: 5258.108398
	Iteration 3Q: 3 clusters Score -4774406 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4774787.500000 Penalty: 5258.108398
	Iteration 4Q: 3 clusters Score -4774788 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4775207.500000 Penalty: 5258.108398
	Iteration 5Q: 3 clusters Score -4775208 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4775582.000000 Penalty: 5258.108398
	Iteration 6Q: 3 clusters Score -4775582 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4776013.500000 Penalty: 5258.108398
	Iteration 7Q: 3 clusters Score -4776014 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -4776535.500000 Penalty: 5258.108398
	Iteration 8Q: 3 clusters Score -4776536 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4777178.500000 Penalty: 5258.108398
	Iteration 9Q: 3 clusters Score -4777178 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4777986.500000 Penalty: 5258.108398
	Iteration 10Q: 3 clusters Score -4777986 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4779091.500000 Penalty: 5258.108398
	Iteration 11Q: 3 clusters Score -4779092 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4780544.000000 Penalty: 5258.108398
	Iteration 12F: 3 clusters Score -4780544 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4781900.000000 Penalty: 5258.108398
	Iteration 13F: 3 clusters Score -4781900 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4782748.000000 Penalty: 5258.108398
	Iteration 14Q: 3 clusters Score -4782748 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4783153.000000 Penalty: 5258.108398
	Iteration 15Q: 3 clusters Score -4783153 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4783329.000000 Penalty: 5258.108398
	Iteration 16Q: 3 clusters Score -4783329 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4783479.500000 Penalty: 5258.108398
	Iteration 17Q: 3 clusters Score -4783480 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4783599.500000 Penalty: 5258.108398
	Iteration 18Q: 3 clusters Score -4783600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4783741.500000 Penalty: 5258.108398
	Iteration 19Q: 3 clusters Score -4783742 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4783824.000000 Penalty: 5258.108398
	Iteration 20F: 3 clusters Score -4783824 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4783883.000000 Penalty: 5258.108398
	Iteration 21Q: 3 clusters Score -4783883 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4783975.000000 Penalty: 5258.108398
	Iteration 22Q: 3 clusters Score -4783975 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4784023.500000 Penalty: 5258.108398
	Iteration 23Q: 3 clusters Score -4784024 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4784083.000000 Penalty: 5258.108398
	Iteration 24Q: 3 clusters Score -4784083 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4784118.500000 Penalty: 5258.108398
	Iteration 25Q: 3 clusters Score -4784118 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4784173.500000 Penalty: 5258.108398
	Iteration 26Q: 3 clusters Score -4784174 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4784216.000000 Penalty: 5258.108398
	Iteration 27Q: 3 clusters Score -4784216 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4784240.500000 Penalty: 5258.108398
	Iteration 28Q: 3 clusters Score -4784240 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4784282.000000 Penalty: 5258.108398
	Iteration 29Q: 3 clusters Score -4784282 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4784321.500000 Penalty: 5258.108398
	Iteration 30Q: 3 clusters Score -4784322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4784353.000000 Penalty: 5258.108398
	Iteration 31Q: 3 clusters Score -4784353 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4784389.500000 Penalty: 5258.108398
	Iteration 32Q: 3 clusters Score -4784390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4784399.000000 Penalty: 5258.108398
	Iteration 33Q: 3 clusters Score -4784399 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4784433.000000 Penalty: 5258.108398
	Iteration 34Q: 3 clusters Score -4784433 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4784459.500000 Penalty: 5258.108398
	Iteration 35Q: 3 clusters Score -4784460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4784506.000000 Penalty: 5258.108398
	Iteration 36Q: 3 clusters Score -4784506 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4784521.500000 Penalty: 5258.108398
	Iteration 37Q: 3 clusters Score -4784522 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4784526 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4784548 nChanged 203
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Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4784578 nChanged 212
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Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4784616 nChanged 204
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Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4784663 nChanged 228
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Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4784690 nChanged 238
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Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4784737 nChanged 237
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Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4784766 nChanged 216
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Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4784804 nChanged 223
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Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4784842 nChanged 213
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Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 12672 members 
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	Iteration 48Q: 3 clusters Score -4784892 nChanged 217
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Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4784910 nChanged 241
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Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4784950 nChanged 286
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Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4785012 nChanged 282
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Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4785088 nChanged 265
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Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 11401 members 
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	Iteration 53Q: 3 clusters Score -4785130 nChanged 238
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Mstep: Class 1 contains 29011 members 
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	Iteration 54Q: 3 clusters Score -4785166 nChanged 289
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Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4785229 nChanged 286
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Mstep: Class 1 contains 29584 members 
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	Iteration 56Q: 3 clusters Score -4785282 nChanged 307
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Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 10289 members 
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	Iteration 57Q: 3 clusters Score -4785344 nChanged 302
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Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 9991 members 
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	Iteration 58Q: 3 clusters Score -4785399 nChanged 324
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Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 9667 members 
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	Iteration 59Q: 3 clusters Score -4785448 nChanged 319
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Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4785541 nChanged 328
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Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 9024 members 
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	Iteration 61Q: 3 clusters Score -4785620 nChanged 321
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Mstep: Class 1 contains 31473 members 
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	Iteration 62Q: 3 clusters Score -4785672 nChanged 340
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Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 8363 members 
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	Iteration 63Q: 3 clusters Score -4785790 nChanged 384
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Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 7979 members 
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	Iteration 64Q: 3 clusters Score -4785902 nChanged 390
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Mstep: Class 1 contains 32587 members 
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	Iteration 65Q: 3 clusters Score -4786005 nChanged 402
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Mstep: Class 1 contains 32989 members 
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	Iteration 66Q: 3 clusters Score -4786142 nChanged 380
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Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 6811 members 
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	Iteration 67Q: 3 clusters Score -4786240 nChanged 383
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Mstep: Class 1 contains 33748 members 
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	Iteration 68Q: 3 clusters Score -4786340 nChanged 375
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Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4786448 nChanged 366
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Mstep: Class 1 contains 34487 members 
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	Iteration 70Q: 3 clusters Score -4786542 nChanged 354
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Mstep: Class 1 contains 34841 members 
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	Iteration 71Q: 3 clusters Score -4786646 nChanged 313
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Mstep: Class 1 contains 35154 members 
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	Iteration 72Q: 3 clusters Score -4786760 nChanged 286
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Mstep: Class 1 contains 35440 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4786828 nChanged 296
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Mstep: Class 1 contains 35736 members 
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	Iteration 74Q: 3 clusters Score -4786924 nChanged 288
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	Iteration 75Q: 3 clusters Score -4787021 nChanged 278
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	Iteration 76Q: 3 clusters Score -4787108 nChanged 267
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Mstep: Class 1 contains 36569 members 
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	Iteration 77Q: 3 clusters Score -4787199 nChanged 258
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Mstep: Class 1 contains 36823 members 
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	Iteration 78Q: 3 clusters Score -4787317 nChanged 264
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Mstep: Class 1 contains 37083 members 
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	Iteration 79Q: 3 clusters Score -4787436 nChanged 231
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Mstep: Class 1 contains 37308 members 
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	Iteration 80F: 3 clusters Score -4787506 nChanged 188
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Mstep: Class 1 contains 37494 members 
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	Iteration 81Q: 3 clusters Score -4787588 nChanged 165
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Mstep: Class 1 contains 37657 members 
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	Iteration 82Q: 3 clusters Score -4787643 nChanged 149
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Mstep: Class 1 contains 37806 members 
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	Iteration 83Q: 3 clusters Score -4787697 nChanged 142
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Mstep: Class 1 contains 37948 members 
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	Iteration 84Q: 3 clusters Score -4787773 nChanged 135
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Mstep: Class 1 contains 38077 members 
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	Iteration 85Q: 3 clusters Score -4787814 nChanged 121
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Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1980 members 
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	Iteration 86Q: 3 clusters Score -4787850 nChanged 111
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Mstep: Class 1 contains 38307 members 
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	Iteration 87Q: 3 clusters Score -4787886 nChanged 90
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Mstep: Class 1 contains 38393 members 
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	Iteration 88Q: 3 clusters Score -4787918 nChanged 71
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Mstep: Class 1 contains 38460 members 
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	Iteration 89Q: 3 clusters Score -4787944 nChanged 66
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Mstep: Class 1 contains 38522 members 
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	Iteration 90Q: 3 clusters Score -4787960 nChanged 59
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Mstep: Class 1 contains 38577 members 
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	Iteration 91Q: 3 clusters Score -4787976 nChanged 48
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Mstep: Class 1 contains 38625 members 
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	Iteration 92Q: 3 clusters Score -4787984 nChanged 43
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Mstep: Class 1 contains 38666 members 
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	Iteration 93Q: 3 clusters Score -4788009 nChanged 50
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Mstep: Class 1 contains 38716 members 
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	Iteration 94Q: 3 clusters Score -4788030 nChanged 40
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Mstep: Class 1 contains 38756 members 
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	Iteration 95Q: 3 clusters Score -4788048 nChanged 50
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Mstep: Class 1 contains 38804 members 
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	Iteration 96Q: 3 clusters Score -4788070 nChanged 55
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Mstep: Class 1 contains 38849 members 
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	Iteration 97Q: 3 clusters Score -4788094 nChanged 46
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Mstep: Class 1 contains 38889 members 
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	Iteration 98Q: 3 clusters Score -4788108 nChanged 40
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Mstep: Class 1 contains 38929 members 
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	Iteration 99Q: 3 clusters Score -4788136 nChanged 47
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Mstep: Class 1 contains 38972 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4788150 nChanged 41
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Mstep: Class 1 contains 39011 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4788152 nChanged 42
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Mstep: Class 1 contains 39051 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4788176 nChanged 35
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Mstep: Class 1 contains 39086 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4788192 nChanged 36
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Mstep: Class 1 contains 39118 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4788199 nChanged 25
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Mstep: Class 1 contains 39141 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4788210 nChanged 22
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Mstep: Class 1 contains 39163 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4788228 nChanged 18
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Mstep: Class 1 contains 39179 members 
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Entering Unmasked Estep 
Score: -4788239.000000 Penalty: 5258.108398
	Iteration 107Q: 3 clusters Score -4788239 nChanged 23
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Mstep: Class 2 contains 978 members 
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	Iteration 108Q: 3 clusters Score -4788244 nChanged 21
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4788242 nChanged 21
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Mstep: Class 1 contains 39234 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4788268 nChanged 15
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Mstep: Class 1 contains 39249 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4788266 nChanged 17
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Mstep: Class 1 contains 39264 members 
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	Iteration 112Q: 3 clusters Score -4788277 nChanged 22
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Mstep: Class 1 contains 39286 members 
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	Iteration 113Q: 3 clusters Score -4788285 nChanged 17
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4788297 nChanged 17
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	Iteration 115Q: 3 clusters Score -4788309 nChanged 7
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	Iteration 116Q: 3 clusters Score -4788310 nChanged 6
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Mstep: Class 1 contains 39325 members 
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	Iteration 117Q: 3 clusters Score -4788310 nChanged 6
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Mstep: Class 1 contains 39327 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4788310 nChanged 7
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4788317 nChanged 3
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Mstep: Class 1 contains 39335 members 
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Entering Unmasked Estep 
Score: -4788322.500000 Penalty: 5258.108398
	Iteration 120F: 3 clusters Score -4788322 nChanged 6
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4788323 nChanged 8
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4788320 nChanged 4
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	Iteration 123Q: 3 clusters Score -4788321 nChanged 4
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4788328 nChanged 5
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Entering Unmasked Estep 
Score: -4788331.500000 Penalty: 5258.108398
	Iteration 125Q: 3 clusters Score -4788332 nChanged 4
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4788324 nChanged 7
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4788330 nChanged 5
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4788331 nChanged 4
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Entering Unmasked Estep 
Score: -4788337.500000 Penalty: 5258.108398
	Iteration 129Q: 3 clusters Score -4788338 nChanged 6
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Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4788346 nChanged 7
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Entering Unmasked Estep 
Score: -4788350.500000 Penalty: 5258.108398
	Iteration 131Q: 3 clusters Score -4788350 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4788355.500000 Penalty: 5258.108398
	Iteration 132Q: 3 clusters Score -4788356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4788350.500000 Penalty: 5258.108398
	Iteration 133Q: 3 clusters Score -4788350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4788356.500000 Penalty: 5258.108398
	Iteration 134Q: 3 clusters Score -4788356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4788350.500000 Penalty: 5258.108398
	Iteration 135Q: 3 clusters Score -4788350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4788354.000000 Penalty: 5258.108398
	Iteration 136Q: 3 clusters Score -4788354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4788355.000000 Penalty: 5258.108398
	Iteration 137Q: 3 clusters Score -4788355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4788358.000000 Penalty: 5258.108398
	Iteration 138Q: 3 clusters Score -4788358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4788362.500000 Penalty: 5258.108398
	Iteration 139Q: 3 clusters Score -4788362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4788360.500000 Penalty: 5258.108398
	Iteration 140F: 3 clusters Score -4788360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4788365.000000 Penalty: 5258.108398
	Iteration 141Q: 3 clusters Score -4788365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4788365.000000 Penalty: 5258.108398
	Iteration 142F: 3 clusters Score -4788365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Entering Unmasked Estep 
Score: -986230.875000 Penalty: 2249.313477
	Iteration 0F: 2 clusters Score -986230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -979400.187500 Penalty: 4498.626953
	Iteration 0F: 3 clusters Score -979400.2 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -981236.500000 Penalty: 4498.626953
	Iteration 1F: 3 clusters Score -981236.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -981517.000000 Penalty: 4498.626953
	Iteration 2F: 3 clusters Score -981517 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -981746.312500 Penalty: 4498.626953
	Iteration 3F: 3 clusters Score -981746.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -981967.562500 Penalty: 4498.626953
	Iteration 4Q: 3 clusters Score -981967.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -982227.312500 Penalty: 4498.626953
	Iteration 5Q: 3 clusters Score -982227.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -982569.125000 Penalty: 4498.626953
	Iteration 6F: 3 clusters Score -982569.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -982944.562500 Penalty: 4498.626953
	Iteration 7F: 3 clusters Score -982944.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -983332.500000 Penalty: 4498.626953
	Iteration 8F: 3 clusters Score -983332.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -983729.312500 Penalty: 4498.626953
	Iteration 9F: 3 clusters Score -983729.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -984033.812500 Penalty: 4498.626953
	Iteration 10Q: 3 clusters Score -984033.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -984235.625000 Penalty: 4498.626953
	Iteration 11Q: 3 clusters Score -984235.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -984334.125000 Penalty: 4498.626953
	Iteration 12Q: 3 clusters Score -984334.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -984390.062500 Penalty: 4498.626953
	Iteration 13Q: 3 clusters Score -984390.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -984426.312500 Penalty: 4498.626953
	Iteration 14Q: 3 clusters Score -984426.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -984441.437500 Penalty: 4498.626953
	Iteration 15Q: 3 clusters Score -984441.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -984452.500000 Penalty: 4498.626953
	Iteration 16Q: 3 clusters Score -984452.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -984459.062500 Penalty: 4498.626953
	Iteration 17Q: 3 clusters Score -984459.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -984460.375000 Penalty: 4498.626953
	Iteration 18Q: 3 clusters Score -984460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -984465.062500 Penalty: 4498.626953
	Iteration 19Q: 3 clusters Score -984465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -984467.812500 Penalty: 4498.626953
	Iteration 20F: 3 clusters Score -984467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -984470.750000 Penalty: 4498.626953
	Iteration 21Q: 3 clusters Score -984470.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -984471.875000 Penalty: 4498.626953
	Iteration 22Q: 3 clusters Score -984471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -984474.375000 Penalty: 4498.626953
	Iteration 23Q: 3 clusters Score -984474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -984474.375000 Penalty: 4498.626953
	Iteration 24Q: 3 clusters Score -984474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -984474.375000 Penalty: 4498.626953
	Iteration 25F: 3 clusters Score -984474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Entering Unmasked Estep 
Score: -3598945.000000 Penalty: 2558.153076
	Iteration 0F: 2 clusters Score -3598945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3578151.750000 Penalty: 5116.306152
	Iteration 0F: 3 clusters Score -3578152 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3585638.750000 Penalty: 5116.306152
	Iteration 1F: 3 clusters Score -3585639 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3586072.750000 Penalty: 5116.306152
	Iteration 2Q: 3 clusters Score -3586073 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3586420.750000 Penalty: 5116.306152
	Iteration 3Q: 3 clusters Score -3586421 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3586718.250000 Penalty: 5116.306152
	Iteration 4Q: 3 clusters Score -3586718 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3587038.000000 Penalty: 5116.306152
	Iteration 5Q: 3 clusters Score -3587038 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3587377.250000 Penalty: 5116.306152
	Iteration 6Q: 3 clusters Score -3587377 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3587824.500000 Penalty: 5116.306152
	Iteration 7Q: 3 clusters Score -3587824 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3588474.250000 Penalty: 5116.306152
	Iteration 8Q: 3 clusters Score -3588474 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3589294.250000 Penalty: 5116.306152
	Iteration 9Q: 3 clusters Score -3589294 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3590324.750000 Penalty: 5116.306152
	Iteration 10Q: 3 clusters Score -3590325 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3591506.000000 Penalty: 5116.306152
	Iteration 11F: 3 clusters Score -3591506 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3592689.750000 Penalty: 5116.306152
	Iteration 12Q: 3 clusters Score -3592690 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3593615.750000 Penalty: 5116.306152
	Iteration 13Q: 3 clusters Score -3593616 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3594297.500000 Penalty: 5116.306152
	Iteration 14Q: 3 clusters Score -3594298 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3594800.000000 Penalty: 5116.306152
	Iteration 15Q: 3 clusters Score -3594800 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3595199.250000 Penalty: 5116.306152
	Iteration 16Q: 3 clusters Score -3595199 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3595544.000000 Penalty: 5116.306152
	Iteration 17Q: 3 clusters Score -3595544 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3595851.500000 Penalty: 5116.306152
	Iteration 18Q: 3 clusters Score -3595852 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3596093.500000 Penalty: 5116.306152
	Iteration 19Q: 3 clusters Score -3596094 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3596277.250000 Penalty: 5116.306152
	Iteration 20F: 3 clusters Score -3596277 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3596382.000000 Penalty: 5116.306152
	Iteration 21Q: 3 clusters Score -3596382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3596466.750000 Penalty: 5116.306152
	Iteration 22Q: 3 clusters Score -3596467 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3596537.500000 Penalty: 5116.306152
	Iteration 23Q: 3 clusters Score -3596538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3596585.000000 Penalty: 5116.306152
	Iteration 24Q: 3 clusters Score -3596585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3596617.500000 Penalty: 5116.306152
	Iteration 25Q: 3 clusters Score -3596618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3596649.250000 Penalty: 5116.306152
	Iteration 26Q: 3 clusters Score -3596649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3596683.750000 Penalty: 5116.306152
	Iteration 27Q: 3 clusters Score -3596684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3596694.750000 Penalty: 5116.306152
	Iteration 28Q: 3 clusters Score -3596695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3596708.750000 Penalty: 5116.306152
	Iteration 29Q: 3 clusters Score -3596709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3596725.500000 Penalty: 5116.306152
	Iteration 30Q: 3 clusters Score -3596726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3596733.500000 Penalty: 5116.306152
	Iteration 31Q: 3 clusters Score -3596734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3596747.500000 Penalty: 5116.306152
	Iteration 32Q: 3 clusters Score -3596748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3596751.750000 Penalty: 5116.306152
	Iteration 33Q: 3 clusters Score -3596752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3596752.500000 Penalty: 5116.306152
	Iteration 34Q: 3 clusters Score -3596752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3596758.000000 Penalty: 5116.306152
	Iteration 35Q: 3 clusters Score -3596758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3596767.500000 Penalty: 5116.306152
	Iteration 36Q: 3 clusters Score -3596768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3596781.250000 Penalty: 5116.306152
	Iteration 37Q: 3 clusters Score -3596781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3596791.250000 Penalty: 5116.306152
	Iteration 38Q: 3 clusters Score -3596791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3596800.000000 Penalty: 5116.306152
	Iteration 39Q: 3 clusters Score -3596800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3596815.500000 Penalty: 5116.306152
	Iteration 40F: 3 clusters Score -3596816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3596826.750000 Penalty: 5116.306152
	Iteration 41Q: 3 clusters Score -3596827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3596829.000000 Penalty: 5116.306152
	Iteration 42Q: 3 clusters Score -3596829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3596835.000000 Penalty: 5116.306152
	Iteration 43Q: 3 clusters Score -3596835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3596835.250000 Penalty: 5116.306152
	Iteration 44Q: 3 clusters Score -3596835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3596839.250000 Penalty: 5116.306152
	Iteration 45Q: 3 clusters Score -3596839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3596843.000000 Penalty: 5116.306152
	Iteration 46Q: 3 clusters Score -3596843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3596841.250000 Penalty: 5116.306152
	Iteration 47Q: 3 clusters Score -3596841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3596847.000000 Penalty: 5116.306152
	Iteration 48Q: 3 clusters Score -3596847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3596846.750000 Penalty: 5116.306152
	Iteration 49Q: 3 clusters Score -3596847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3596845.000000 Penalty: 5116.306152
	Iteration 50Q: 3 clusters Score -3596845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3596845.000000 Penalty: 5116.306152
	Iteration 51F: 3 clusters Score -3596845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Entering Unmasked Estep 
Score: -869368.312500 Penalty: 2228.793945
	Iteration 0F: 2 clusters Score -869368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -862937.562500 Penalty: 4457.587891
	Iteration 0F: 3 clusters Score -862937.6 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -864751.625000 Penalty: 4457.587891
	Iteration 1F: 3 clusters Score -864751.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -865043.125000 Penalty: 4457.587891
	Iteration 2F: 3 clusters Score -865043.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -865232.187500 Penalty: 4457.587891
	Iteration 3F: 3 clusters Score -865232.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -865375.187500 Penalty: 4457.587891
	Iteration 4Q: 3 clusters Score -865375.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -865505.375000 Penalty: 4457.587891
	Iteration 5Q: 3 clusters Score -865505.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -865666.125000 Penalty: 4457.587891
	Iteration 6Q: 3 clusters Score -865666.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -865840.250000 Penalty: 4457.587891
	Iteration 7Q: 3 clusters Score -865840.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -866034.062500 Penalty: 4457.587891
	Iteration 8Q: 3 clusters Score -866034.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -866269.625000 Penalty: 4457.587891
	Iteration 9Q: 3 clusters Score -866269.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -866498.562500 Penalty: 4457.587891
	Iteration 10Q: 3 clusters Score -866498.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -866705.375000 Penalty: 4457.587891
	Iteration 11Q: 3 clusters Score -866705.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -866868.125000 Penalty: 4457.587891
	Iteration 12Q: 3 clusters Score -866868.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -867008.875000 Penalty: 4457.587891
	Iteration 13Q: 3 clusters Score -867008.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -867122.750000 Penalty: 4457.587891
	Iteration 14Q: 3 clusters Score -867122.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -867229.375000 Penalty: 4457.587891
	Iteration 15Q: 3 clusters Score -867229.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -867319.000000 Penalty: 4457.587891
	Iteration 16Q: 3 clusters Score -867319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -867385.062500 Penalty: 4457.587891
	Iteration 17Q: 3 clusters Score -867385.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -867426.125000 Penalty: 4457.587891
	Iteration 18Q: 3 clusters Score -867426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -867465.562500 Penalty: 4457.587891
	Iteration 19Q: 3 clusters Score -867465.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -867501.625000 Penalty: 4457.587891
	Iteration 20F: 3 clusters Score -867501.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -867521.937500 Penalty: 4457.587891
	Iteration 21Q: 3 clusters Score -867521.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -867551.375000 Penalty: 4457.587891
	Iteration 22Q: 3 clusters Score -867551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -867566.312500 Penalty: 4457.587891
	Iteration 23Q: 3 clusters Score -867566.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -867573.500000 Penalty: 4457.587891
	Iteration 24Q: 3 clusters Score -867573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -867579.125000 Penalty: 4457.587891
	Iteration 25Q: 3 clusters Score -867579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -867583.625000 Penalty: 4457.587891
	Iteration 26Q: 3 clusters Score -867583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -867587.750000 Penalty: 4457.587891
	Iteration 27Q: 3 clusters Score -867587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -867589.687500 Penalty: 4457.587891
	Iteration 28Q: 3 clusters Score -867589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -867592.125000 Penalty: 4457.587891
	Iteration 29Q: 3 clusters Score -867592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -867594.312500 Penalty: 4457.587891
	Iteration 30Q: 3 clusters Score -867594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -867594.687500 Penalty: 4457.587891
	Iteration 31Q: 3 clusters Score -867594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -867597.125000 Penalty: 4457.587891
	Iteration 32Q: 3 clusters Score -867597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -867599.437500 Penalty: 4457.587891
	Iteration 33Q: 3 clusters Score -867599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -867602.000000 Penalty: 4457.587891
	Iteration 34Q: 3 clusters Score -867602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -867603.625000 Penalty: 4457.587891
	Iteration 35Q: 3 clusters Score -867603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -867603.625000 Penalty: 4457.587891
	Iteration 36F: 3 clusters Score -867603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -137551.421875 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137551.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137906.703125 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137906.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138035.234375 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138035.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138108.234375 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -138108.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -138184.453125 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -138184.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138261.859375 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138261.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138363.078125 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138363.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -138424.609375 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138424.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138474.937500 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -138522.046875 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -138572.062500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138572.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138618.093750 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138618.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -138652.546875 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138652.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138671.578125 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138701.156250 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138717.625000 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138729.703125 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -138738.453125 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138742.437500 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138747.687500 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -138763.359375 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138777.578125 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138786.546875 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -138790.625000 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -138790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138799.859375 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -138799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -138805.171875 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -138805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138809.562500 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -138809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138811.609375 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -138811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138811.609375 Penalty: 3523.655518
	Iteration 28F: 3 clusters Score -138811.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 427 members 
Entering Unmasked Estep 
Score: -80284.078125 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80284.08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80620.515625 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80620.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80764.695312 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80764.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80918.382812 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -80918.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81046.406250 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -81046.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81123.453125 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81123.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81220.812500 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81220.81 nChanged 22
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: -81280.101562 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81280.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81358.898438 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81358.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81423.359375 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81423.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81502.632812 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81502.63 nChanged 24
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: -81579.406250 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81579.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81671.523438 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81671.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81769.632812 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81769.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81872.976562 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81872.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81973.281250 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81973.28 nChanged 12
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: -82074.914062 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -82074.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82098.476562 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -82098.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82144.484375 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -82144.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82144.484375 Penalty: 3331.430908
	Iteration 19F: 3 clusters Score -82144.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83973 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214591 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 102848 members 
Mstep: Class 7 contains 77757 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 74917 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51534 members 
Mstep: Class 13 contains 321889 members 
Mstep: Class 14 contains 57394 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221445 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 40176 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 30186 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 10893 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 205814 members 
Entering Unmasked Estep 
Score: -183996736.000000 Penalty: 116968.171875
Splitting cluster 25 changes total score from -183998400.000000 to -183996736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -1266819.875000 Penalty: 2305.377197
	Iteration 0F: 2 clusters Score -1266820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1258581.000000 Penalty: 4610.754395
	Iteration 0F: 3 clusters Score -1258581 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1261052.750000 Penalty: 4610.754395
	Iteration 1F: 3 clusters Score -1261053 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1261445.750000 Penalty: 4610.754395
	Iteration 2F: 3 clusters Score -1261446 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1261796.625000 Penalty: 4610.754395
	Iteration 3F: 3 clusters Score -1261797 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1262186.500000 Penalty: 4610.754395
	Iteration 4F: 3 clusters Score -1262186 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1262605.125000 Penalty: 4610.754395
	Iteration 5F: 3 clusters Score -1262605 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1262984.750000 Penalty: 4610.754395
	Iteration 6F: 3 clusters Score -1262985 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1263301.250000 Penalty: 4610.754395
	Iteration 7Q: 3 clusters Score -1263301 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1263573.125000 Penalty: 4610.754395
	Iteration 8Q: 3 clusters Score -1263573 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1263802.125000 Penalty: 4610.754395
	Iteration 9Q: 3 clusters Score -1263802 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1263962.875000 Penalty: 4610.754395
	Iteration 10Q: 3 clusters Score -1263963 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1264074.750000 Penalty: 4610.754395
	Iteration 11Q: 3 clusters Score -1264075 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1264160.375000 Penalty: 4610.754395
	Iteration 12Q: 3 clusters Score -1264160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1264208.500000 Penalty: 4610.754395
	Iteration 13Q: 3 clusters Score -1264208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1264230.125000 Penalty: 4610.754395
	Iteration 14Q: 3 clusters Score -1264230 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1264251.125000 Penalty: 4610.754395
	Iteration 15Q: 3 clusters Score -1264251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1264271.750000 Penalty: 4610.754395
	Iteration 16Q: 3 clusters Score -1264272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1264282.000000 Penalty: 4610.754395
	Iteration 17Q: 3 clusters Score -1264282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1264289.875000 Penalty: 4610.754395
	Iteration 18Q: 3 clusters Score -1264290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1264297.250000 Penalty: 4610.754395
	Iteration 19Q: 3 clusters Score -1264297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1264312.875000 Penalty: 4610.754395
	Iteration 20F: 3 clusters Score -1264313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1264326.250000 Penalty: 4610.754395
	Iteration 21Q: 3 clusters Score -1264326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1264339.625000 Penalty: 4610.754395
	Iteration 22Q: 3 clusters Score -1264340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1264354.000000 Penalty: 4610.754395
	Iteration 23Q: 3 clusters Score -1264354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1264369.750000 Penalty: 4610.754395
	Iteration 24Q: 3 clusters Score -1264370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1264379.500000 Penalty: 4610.754395
	Iteration 25Q: 3 clusters Score -1264380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1264395.250000 Penalty: 4610.754395
	Iteration 26Q: 3 clusters Score -1264395 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1264417.250000 Penalty: 4610.754395
	Iteration 27Q: 3 clusters Score -1264417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1264442.250000 Penalty: 4610.754395
	Iteration 28Q: 3 clusters Score -1264442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1264477.375000 Penalty: 4610.754395
	Iteration 29Q: 3 clusters Score -1264477 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1264502.250000 Penalty: 4610.754395
	Iteration 30Q: 3 clusters Score -1264502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1264528.125000 Penalty: 4610.754395
	Iteration 31Q: 3 clusters Score -1264528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1264553.125000 Penalty: 4610.754395
	Iteration 32Q: 3 clusters Score -1264553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1264589.875000 Penalty: 4610.754395
	Iteration 33Q: 3 clusters Score -1264590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1264636.000000 Penalty: 4610.754395
	Iteration 34Q: 3 clusters Score -1264636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1264701.125000 Penalty: 4610.754395
	Iteration 35Q: 3 clusters Score -1264701 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1264778.750000 Penalty: 4610.754395
	Iteration 36Q: 3 clusters Score -1264779 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1264859.750000 Penalty: 4610.754395
	Iteration 37Q: 3 clusters Score -1264860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1264933.000000 Penalty: 4610.754395
	Iteration 38Q: 3 clusters Score -1264933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1264982.875000 Penalty: 4610.754395
	Iteration 39Q: 3 clusters Score -1264983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1265012.250000 Penalty: 4610.754395
	Iteration 40F: 3 clusters Score -1265012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1265034.500000 Penalty: 4610.754395
	Iteration 41Q: 3 clusters Score -1265034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1265066.375000 Penalty: 4610.754395
	Iteration 42Q: 3 clusters Score -1265066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1265092.875000 Penalty: 4610.754395
	Iteration 43Q: 3 clusters Score -1265093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1265128.375000 Penalty: 4610.754395
	Iteration 44Q: 3 clusters Score -1265128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1265143.500000 Penalty: 4610.754395
	Iteration 45Q: 3 clusters Score -1265144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1265158.875000 Penalty: 4610.754395
	Iteration 46Q: 3 clusters Score -1265159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1265168.625000 Penalty: 4610.754395
	Iteration 47Q: 3 clusters Score -1265169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1265183.500000 Penalty: 4610.754395
	Iteration 48Q: 3 clusters Score -1265184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1265190.500000 Penalty: 4610.754395
	Iteration 49Q: 3 clusters Score -1265190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1265204.625000 Penalty: 4610.754395
	Iteration 50Q: 3 clusters Score -1265205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1265208.250000 Penalty: 4610.754395
	Iteration 51Q: 3 clusters Score -1265208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1265215.000000 Penalty: 4610.754395
	Iteration 52Q: 3 clusters Score -1265215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1265224.125000 Penalty: 4610.754395
	Iteration 53Q: 3 clusters Score -1265224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1265231.250000 Penalty: 4610.754395
	Iteration 54Q: 3 clusters Score -1265231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1265237.375000 Penalty: 4610.754395
	Iteration 55Q: 3 clusters Score -1265237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1265243.000000 Penalty: 4610.754395
	Iteration 56Q: 3 clusters Score -1265243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1265246.000000 Penalty: 4610.754395
	Iteration 57Q: 3 clusters Score -1265246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1265249.625000 Penalty: 4610.754395
	Iteration 58Q: 3 clusters Score -1265250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1265258.500000 Penalty: 4610.754395
	Iteration 59Q: 3 clusters Score -1265258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1265258.875000 Penalty: 4610.754395
	Iteration 60F: 3 clusters Score -1265259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1265260.500000 Penalty: 4610.754395
	Iteration 61Q: 3 clusters Score -1265260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1265262.375000 Penalty: 4610.754395
	Iteration 62Q: 3 clusters Score -1265262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1265263.875000 Penalty: 4610.754395
	Iteration 63Q: 3 clusters Score -1265264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1265259.250000 Penalty: 4610.754395
	Iteration 64Q: 3 clusters Score -1265259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1265263.500000 Penalty: 4610.754395
	Iteration 65Q: 3 clusters Score -1265264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1265268.125000 Penalty: 4610.754395
	Iteration 66Q: 3 clusters Score -1265268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1265271.250000 Penalty: 4610.754395
	Iteration 67Q: 3 clusters Score -1265271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1265269.750000 Penalty: 4610.754395
	Iteration 68Q: 3 clusters Score -1265270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1265270.500000 Penalty: 4610.754395
	Iteration 69Q: 3 clusters Score -1265270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1265269.500000 Penalty: 4610.754395
	Iteration 70Q: 3 clusters Score -1265270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1265274.625000 Penalty: 4610.754395
	Iteration 71Q: 3 clusters Score -1265275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1265269.375000 Penalty: 4610.754395
	Iteration 72Q: 3 clusters Score -1265269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1265272.750000 Penalty: 4610.754395
	Iteration 73Q: 3 clusters Score -1265273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1265271.875000 Penalty: 4610.754395
	Iteration 74Q: 3 clusters Score -1265272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1265273.125000 Penalty: 4610.754395
	Iteration 75Q: 3 clusters Score -1265273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1265273.000000 Penalty: 4610.754395
	Iteration 76Q: 3 clusters Score -1265273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1265274.625000 Penalty: 4610.754395
	Iteration 77Q: 3 clusters Score -1265275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1265276.750000 Penalty: 4610.754395
	Iteration 78Q: 3 clusters Score -1265277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1265276.750000 Penalty: 4610.754395
	Iteration 79F: 3 clusters Score -1265277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -390023.781250 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -390023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -386393.687500 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -386393.7 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -387169.968750 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -387170 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -387380.031250 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -387380 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -387501.156250 Penalty: 4051.006348
	Iteration 3F: 3 clusters Score -387501.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -387586.875000 Penalty: 4051.006348
	Iteration 4Q: 3 clusters Score -387586.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -387648.500000 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -387648.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -387703.531250 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -387703.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -387753.593750 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -387753.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -387795.218750 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -387795.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -387827.812500 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -387827.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -387869.187500 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -387869.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -387908.875000 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -387908.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -387945.093750 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -387945.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -387973.687500 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -387973.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -387995.437500 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -387995.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -388012.000000 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -388012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -388030.968750 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -388031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -388046.156250 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -388046.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -388065.343750 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -388065.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -388092.750000 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -388092.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -388131.781250 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -388131.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -388187.812500 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -388187.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -388239.250000 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -388239.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -388294.156250 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -388294.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -388357.562500 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -388357.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -388441.281250 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -388441.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -388567.781250 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -388567.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -388733.437500 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -388733.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -388890.750000 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -388890.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -389000.406250 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -389000.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -389070.718750 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -389070.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -389131.062500 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -389131.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -389203.031250 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -389203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -389254.500000 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -389254.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -389279.562500 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -389279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -389299.000000 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -389299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -389311.468750 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -389311.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -389320.500000 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -389320.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -389327.656250 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -389327.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -389333.718750 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -389333.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -389336.000000 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -389336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -389335.906250 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -389335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -389336.375000 Penalty: 4051.006348
	Iteration 42Q: 3 clusters Score -389336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -389337.875000 Penalty: 4051.006348
	Iteration 43Q: 3 clusters Score -389337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -389339.187500 Penalty: 4051.006348
	Iteration 44Q: 3 clusters Score -389339.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -389339.187500 Penalty: 4051.006348
	Iteration 45F: 3 clusters Score -389339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -628104.250000 Penalty: 2143.581543
	Iteration 0F: 2 clusters Score -628104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -623233.500000 Penalty: 4287.163086
	Iteration 0F: 3 clusters Score -623233.5 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -624425.437500 Penalty: 4287.163086
	Iteration 1F: 3 clusters Score -624425.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -624726.500000 Penalty: 4287.163086
	Iteration 2F: 3 clusters Score -624726.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -625002.750000 Penalty: 4287.163086
	Iteration 3F: 3 clusters Score -625002.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -625226.500000 Penalty: 4287.163086
	Iteration 4F: 3 clusters Score -625226.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -625435.687500 Penalty: 4287.163086
	Iteration 5F: 3 clusters Score -625435.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -625629.437500 Penalty: 4287.163086
	Iteration 6F: 3 clusters Score -625629.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -625819.062500 Penalty: 4287.163086
	Iteration 7Q: 3 clusters Score -625819.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -626004.312500 Penalty: 4287.163086
	Iteration 8Q: 3 clusters Score -626004.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -626191.875000 Penalty: 4287.163086
	Iteration 9Q: 3 clusters Score -626191.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -626353.437500 Penalty: 4287.163086
	Iteration 10Q: 3 clusters Score -626353.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -626468.625000 Penalty: 4287.163086
	Iteration 11Q: 3 clusters Score -626468.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -626538.375000 Penalty: 4287.163086
	Iteration 12Q: 3 clusters Score -626538.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -626587.062500 Penalty: 4287.163086
	Iteration 13Q: 3 clusters Score -626587.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -626623.750000 Penalty: 4287.163086
	Iteration 14Q: 3 clusters Score -626623.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -626648.750000 Penalty: 4287.163086
	Iteration 15Q: 3 clusters Score -626648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -626671.000000 Penalty: 4287.163086
	Iteration 16Q: 3 clusters Score -626671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -626683.937500 Penalty: 4287.163086
	Iteration 17Q: 3 clusters Score -626683.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -626694.687500 Penalty: 4287.163086
	Iteration 18Q: 3 clusters Score -626694.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -626706.875000 Penalty: 4287.163086
	Iteration 19Q: 3 clusters Score -626706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -626714.937500 Penalty: 4287.163086
	Iteration 20F: 3 clusters Score -626714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -626722.750000 Penalty: 4287.163086
	Iteration 21Q: 3 clusters Score -626722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -626730.000000 Penalty: 4287.163086
	Iteration 22Q: 3 clusters Score -626730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -626738.187500 Penalty: 4287.163086
	Iteration 23Q: 3 clusters Score -626738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -626745.812500 Penalty: 4287.163086
	Iteration 24Q: 3 clusters Score -626745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -626752.562500 Penalty: 4287.163086
	Iteration 25Q: 3 clusters Score -626752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -626760.125000 Penalty: 4287.163086
	Iteration 26Q: 3 clusters Score -626760.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -626764.125000 Penalty: 4287.163086
	Iteration 27Q: 3 clusters Score -626764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -626767.562500 Penalty: 4287.163086
	Iteration 28Q: 3 clusters Score -626767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -626771.750000 Penalty: 4287.163086
	Iteration 29Q: 3 clusters Score -626771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -626773.312500 Penalty: 4287.163086
	Iteration 30Q: 3 clusters Score -626773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -626774.000000 Penalty: 4287.163086
	Iteration 31Q: 3 clusters Score -626774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -626774.750000 Penalty: 4287.163086
	Iteration 32Q: 3 clusters Score -626774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -626779.937500 Penalty: 4287.163086
	Iteration 33Q: 3 clusters Score -626779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -626782.250000 Penalty: 4287.163086
	Iteration 34Q: 3 clusters Score -626782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -626784.375000 Penalty: 4287.163086
	Iteration 35Q: 3 clusters Score -626784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -626785.000000 Penalty: 4287.163086
	Iteration 36Q: 3 clusters Score -626785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -626786.500000 Penalty: 4287.163086
	Iteration 37Q: 3 clusters Score -626786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -626786.125000 Penalty: 4287.163086
	Iteration 38Q: 3 clusters Score -626786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -626788.375000 Penalty: 4287.163086
	Iteration 39Q: 3 clusters Score -626788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -626789.625000 Penalty: 4287.163086
	Iteration 40F: 3 clusters Score -626789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -626790.937500 Penalty: 4287.163086
	Iteration 41Q: 3 clusters Score -626790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -626791.625000 Penalty: 4287.163086
	Iteration 42Q: 3 clusters Score -626791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -626794.812500 Penalty: 4287.163086
	Iteration 43Q: 3 clusters Score -626794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -626796.437500 Penalty: 4287.163086
	Iteration 44Q: 3 clusters Score -626796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -626799.875000 Penalty: 4287.163086
	Iteration 45Q: 3 clusters Score -626799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -626800.875000 Penalty: 4287.163086
	Iteration 46Q: 3 clusters Score -626800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -626800.500000 Penalty: 4287.163086
	Iteration 47Q: 3 clusters Score -626800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -626800.500000 Penalty: 4287.163086
	Iteration 48F: 3 clusters Score -626800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127952.890625 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127952.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128262.414062 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128262.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128370.054688 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128370.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128409.632812 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128409.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128429.546875 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128440.429688 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128449.132812 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128456.992188 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128461.078125 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128465.187500 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128466.835938 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -128470.132812 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128473.468750 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128473.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -128475.804688 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128478.468750 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128481.109375 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -128481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128482.898438 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -128482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128483.257812 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -128483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128483.257812 Penalty: 3495.568604
	Iteration 18F: 3 clusters Score -128483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -421367.656250 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -421367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -417592.968750 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -417593 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -418683.218750 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -418683.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -419260.281250 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -419260.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -419833.781250 Penalty: 4096.306152
	Iteration 3F: 3 clusters Score -419833.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -420392.812500 Penalty: 4096.306152
	Iteration 4F: 3 clusters Score -420392.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -420830.218750 Penalty: 4096.306152
	Iteration 5F: 3 clusters Score -420830.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -421035.062500 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -421035.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -421111.000000 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -421111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -421145.406250 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -421145.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -421160.031250 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -421160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -421169.125000 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -421169.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -421176.750000 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -421176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -421182.093750 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -421182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -421187.343750 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -421187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -421194.281250 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -421194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -421196.375000 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -421196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -421197.906250 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -421197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -421199.500000 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -421199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -421200.312500 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -421200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -421200.031250 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -421200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -421200.937500 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -421200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -421201.968750 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -421202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -421201.625000 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -421201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -421202.531250 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -421202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -421202.531250 Penalty: 4096.306152
	Iteration 24F: 3 clusters Score -421202.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 487 members 
Entering Unmasked Estep 
Score: -90394.132812 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90394.13 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91092.867188 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -91092.87 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91589.671875 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91589.67 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -92064.945312 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -92064.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92399.406250 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -92399.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92615.203125 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -92615.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92673.875000 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92673.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92691.742188 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92691.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -92700.812500 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92700.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92707.171875 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92707.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92712.578125 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92712.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92717.625000 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92717.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92723.757812 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92723.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92727.890625 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92727.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92729.898438 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -92729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92729.898438 Penalty: 3398.712158
	Iteration 15F: 3 clusters Score -92729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83973 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214591 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 102848 members 
Mstep: Class 7 contains 77757 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 74917 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51534 members 
Mstep: Class 13 contains 321889 members 
Mstep: Class 14 contains 57394 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221445 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 40176 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 30186 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10893 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 674 members 
Mstep: Class 33 contains 205814 members 
Entering Unmasked Estep 
Score: -183996944.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -183998400.000000 to -183996944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (205814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205814 members 
Entering Unmasked Estep 
Score: -24250730.000000 Penalty: 3034.212402
	Iteration 0F: 2 clusters Score -2.425073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -24117304.000000 Penalty: 6068.424805
	Iteration 0F: 3 clusters Score -2.41173e+07 nChanged 99039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -24176086.000000 Penalty: 6068.424805
	Iteration 1F: 3 clusters Score -2.417609e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113555 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -24178024.000000 Penalty: 6068.424805
	Iteration 2Q: 3 clusters Score -2.417802e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -24181014.000000 Penalty: 6068.424805
	Iteration 3Q: 3 clusters Score -2.418101e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128376 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -24186170.000000 Penalty: 6068.424805
	Iteration 4F: 3 clusters Score -2.418617e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141100 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -24195226.000000 Penalty: 6068.424805
	Iteration 5F: 3 clusters Score -2.419523e+07 nChanged 17308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -24209482.000000 Penalty: 6068.424805
	Iteration 6F: 3 clusters Score -2.420948e+07 nChanged 18064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -24225566.000000 Penalty: 6068.424805
	Iteration 7F: 3 clusters Score -2.422557e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -24238616.000000 Penalty: 6068.424805
	Iteration 8F: 3 clusters Score -2.423862e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196849 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -24245134.000000 Penalty: 6068.424805
	Iteration 9Q: 3 clusters Score -2.424513e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200257 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -24247710.000000 Penalty: 6068.424805
	Iteration 10Q: 3 clusters Score -2.424771e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201649 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -24248638.000000 Penalty: 6068.424805
	Iteration 11Q: 3 clusters Score -2.424864e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202328 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -24249110.000000 Penalty: 6068.424805
	Iteration 12Q: 3 clusters Score -2.424911e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202691 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -24249254.000000 Penalty: 6068.424805
	Iteration 13Q: 3 clusters Score -2.424925e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202943 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -24249312.000000 Penalty: 6068.424805
	Iteration 14Q: 3 clusters Score -2.424931e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203133 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -24249312.000000 Penalty: 6068.424805
	Iteration 15Q: 3 clusters Score -2.424931e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203277 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -24249414.000000 Penalty: 6068.424805
	Iteration 16Q: 3 clusters Score -2.424941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203371 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -24249434.000000 Penalty: 6068.424805
	Iteration 17Q: 3 clusters Score -2.424943e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203449 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -24249530.000000 Penalty: 6068.424805
	Iteration 18Q: 3 clusters Score -2.424953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203498 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -24249550.000000 Penalty: 6068.424805
	Iteration 19Q: 3 clusters Score -2.424955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203530 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24249556.000000 Penalty: 6068.424805
	Iteration 20F: 3 clusters Score -2.424956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203552 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24249588.000000 Penalty: 6068.424805
	Iteration 21Q: 3 clusters Score -2.424959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203561 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24249584.000000 Penalty: 6068.424805
	Iteration 22Q: 3 clusters Score -2.424958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203570 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -24249588.000000 Penalty: 6068.424805
	Iteration 23Q: 3 clusters Score -2.424959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -24249600.000000 Penalty: 6068.424805
	Iteration 24Q: 3 clusters Score -2.42496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203586 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24249610.000000 Penalty: 6068.424805
	Iteration 25Q: 3 clusters Score -2.424961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203590 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24249596.000000 Penalty: 6068.424805
	Iteration 26Q: 3 clusters Score -2.42496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203593 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -24249580.000000 Penalty: 6068.424805
	Iteration 27Q: 3 clusters Score -2.424958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203593 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -24249594.000000 Penalty: 6068.424805
	Iteration 28Q: 3 clusters Score -2.424959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203593 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -24249594.000000 Penalty: 6068.424805
	Iteration 29F: 3 clusters Score -2.424959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83973 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214591 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 102848 members 
Mstep: Class 7 contains 77757 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 74917 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51534 members 
Mstep: Class 13 contains 321889 members 
Mstep: Class 14 contains 57394 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221445 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 40176 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 30186 members 
Mstep: Class 23 contains 7999 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10893 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998544.000000 Penalty: 113423.679688
Iteration 199Q: 33 clusters Score -1.839985e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83970 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214465 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 103344 members 
Mstep: Class 7 contains 77706 members 
Mstep: Class 8 contains 45178 members 
Mstep: Class 9 contains 74958 members 
Mstep: Class 10 contains 10853 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51543 members 
Mstep: Class 13 contains 321655 members 
Mstep: Class 14 contains 57340 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221494 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 19016 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 40144 members 
Mstep: Class 21 contains 8691 members 
Mstep: Class 22 contains 30187 members 
Mstep: Class 23 contains 8008 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10682 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 5678 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998960.000000 Penalty: 113423.679688
Iteration 200F: 33 clusters Score -1.83999e+08 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83968 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214306 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 103855 members 
Mstep: Class 7 contains 77658 members 
Mstep: Class 8 contains 45132 members 
Mstep: Class 9 contains 74992 members 
Mstep: Class 10 contains 10859 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51555 members 
Mstep: Class 13 contains 321482 members 
Mstep: Class 14 contains 57273 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221549 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 19014 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 40103 members 
Mstep: Class 21 contains 8690 members 
Mstep: Class 22 contains 30163 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10484 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 5679 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999504.000000 Penalty: 113423.679688
Iteration 201Q: 33 clusters Score -1.839995e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83970 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 214126 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 104407 members 
Mstep: Class 7 contains 77635 members 
Mstep: Class 8 contains 45084 members 
Mstep: Class 9 contains 75034 members 
Mstep: Class 10 contains 10866 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51568 members 
Mstep: Class 13 contains 321297 members 
Mstep: Class 14 contains 57208 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221585 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 40072 members 
Mstep: Class 21 contains 8690 members 
Mstep: Class 22 contains 30141 members 
Mstep: Class 23 contains 8046 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10272 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5682 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999728.000000 Penalty: 113423.679688
Iteration 202Q: 33 clusters Score -1.839997e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83970 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213983 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 104988 members 
Mstep: Class 7 contains 77609 members 
Mstep: Class 8 contains 45033 members 
Mstep: Class 9 contains 75098 members 
Mstep: Class 10 contains 10871 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51591 members 
Mstep: Class 13 contains 321091 members 
Mstep: Class 14 contains 57144 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221665 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 19012 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 40020 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 30108 members 
Mstep: Class 23 contains 8062 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 10052 members 
Mstep: Class 27 contains 3531 members 
Mstep: Class 28 contains 5687 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3862 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000720.000000 Penalty: 113423.679688
Iteration 203Q: 33 clusters Score -1.840007e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83976 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213836 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 105577 members 
Mstep: Class 7 contains 77580 members 
Mstep: Class 8 contains 44982 members 
Mstep: Class 9 contains 75165 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51596 members 
Mstep: Class 13 contains 320863 members 
Mstep: Class 14 contains 57083 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221731 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 19020 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 20 contains 39972 members 
Mstep: Class 21 contains 8685 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 9830 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3862 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000736.000000 Penalty: 113423.679688
Iteration 204Q: 33 clusters Score -1.840007e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83980 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213669 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 106213 members 
Mstep: Class 7 contains 77522 members 
Mstep: Class 8 contains 44941 members 
Mstep: Class 9 contains 75247 members 
Mstep: Class 10 contains 10888 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51597 members 
Mstep: Class 13 contains 320671 members 
Mstep: Class 14 contains 57004 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221764 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 19019 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 39914 members 
Mstep: Class 21 contains 8685 members 
Mstep: Class 22 contains 30041 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 9620 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 5692 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000672.000000 Penalty: 113423.679688
Iteration 205Q: 33 clusters Score -1.840007e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83984 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213496 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 106795 members 
Mstep: Class 7 contains 77468 members 
Mstep: Class 8 contains 44894 members 
Mstep: Class 9 contains 75305 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51593 members 
Mstep: Class 13 contains 320520 members 
Mstep: Class 14 contains 56936 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221775 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 19013 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 39854 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 30010 members 
Mstep: Class 23 contains 8102 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 9427 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 5699 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000576.000000 Penalty: 113423.679688
Iteration 206Q: 33 clusters Score -1.840006e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83986 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213319 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 107520 members 
Mstep: Class 7 contains 77411 members 
Mstep: Class 8 contains 44849 members 
Mstep: Class 9 contains 75362 members 
Mstep: Class 10 contains 10903 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51589 members 
Mstep: Class 13 contains 320289 members 
Mstep: Class 14 contains 56869 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221787 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 19014 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 20 contains 39801 members 
Mstep: Class 21 contains 8688 members 
Mstep: Class 22 contains 29992 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 9243 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 5706 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3858 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000672.000000 Penalty: 113423.679688
Iteration 207Q: 33 clusters Score -1.840007e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83983 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 213142 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 108269 members 
Mstep: Class 7 contains 77369 members 
Mstep: Class 8 contains 44806 members 
Mstep: Class 9 contains 75399 members 
Mstep: Class 10 contains 10910 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51605 members 
Mstep: Class 13 contains 320044 members 
Mstep: Class 14 contains 56793 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221808 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 19011 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 39744 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 29969 members 
Mstep: Class 23 contains 8117 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 9049 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 5718 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000880.000000 Penalty: 113423.679688
Iteration 208Q: 33 clusters Score -1.840009e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83982 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212941 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 109021 members 
Mstep: Class 7 contains 77351 members 
Mstep: Class 8 contains 44754 members 
Mstep: Class 9 contains 75436 members 
Mstep: Class 10 contains 10917 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51618 members 
Mstep: Class 13 contains 319839 members 
Mstep: Class 14 contains 56728 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 221753 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 19003 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 39684 members 
Mstep: Class 21 contains 8676 members 
Mstep: Class 22 contains 29958 members 
Mstep: Class 23 contains 8124 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 8864 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 5731 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000896.000000 Penalty: 113423.679688
Iteration 209Q: 33 clusters Score -1.840009e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212736 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 109737 members 
Mstep: Class 7 contains 77329 members 
Mstep: Class 8 contains 44697 members 
Mstep: Class 9 contains 75483 members 
Mstep: Class 10 contains 10925 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51633 members 
Mstep: Class 13 contains 319665 members 
Mstep: Class 14 contains 56662 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 221691 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18996 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 39639 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 29938 members 
Mstep: Class 23 contains 8135 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 8683 members 
Mstep: Class 27 contains 3527 members 
Mstep: Class 28 contains 5743 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001424.000000 Penalty: 113423.679688
Iteration 210Q: 33 clusters Score -1.840014e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83986 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212572 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 110483 members 
Mstep: Class 7 contains 77276 members 
Mstep: Class 8 contains 44634 members 
Mstep: Class 9 contains 75533 members 
Mstep: Class 10 contains 10935 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51635 members 
Mstep: Class 13 contains 319511 members 
Mstep: Class 14 contains 56599 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 221608 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18997 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 39589 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 29916 members 
Mstep: Class 23 contains 8139 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 8495 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 5748 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001488.000000 Penalty: 113423.679688
Iteration 211Q: 33 clusters Score -1.840015e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83989 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212356 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 111328 members 
Mstep: Class 7 contains 77210 members 
Mstep: Class 8 contains 44587 members 
Mstep: Class 9 contains 75583 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51636 members 
Mstep: Class 13 contains 319298 members 
Mstep: Class 14 contains 56524 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 221479 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 19000 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 39564 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 8353 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 5752 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001968.000000 Penalty: 113423.679688
Iteration 212Q: 33 clusters Score -1.84002e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83987 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 212110 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 112290 members 
Mstep: Class 7 contains 77152 members 
Mstep: Class 8 contains 44530 members 
Mstep: Class 9 contains 75632 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51638 members 
Mstep: Class 13 contains 319093 members 
Mstep: Class 14 contains 56453 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 221333 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 39509 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 29836 members 
Mstep: Class 23 contains 8156 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 3529 members 
Mstep: Class 28 contains 5757 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002272.000000 Penalty: 113423.679688
Iteration 213Q: 33 clusters Score -1.840023e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83985 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 211844 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 113356 members 
Mstep: Class 7 contains 77083 members 
Mstep: Class 8 contains 44482 members 
Mstep: Class 9 contains 75665 members 
Mstep: Class 10 contains 10976 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51649 members 
Mstep: Class 13 contains 318797 members 
Mstep: Class 14 contains 56402 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 221205 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18986 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 39451 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 29801 members 
Mstep: Class 23 contains 8158 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 5763 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3855 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002944.000000 Penalty: 113423.679688
Iteration 214Q: 33 clusters Score -1.840029e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83983 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 211541 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 114431 members 
Mstep: Class 7 contains 77018 members 
Mstep: Class 8 contains 44425 members 
Mstep: Class 9 contains 75702 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51644 members 
Mstep: Class 13 contains 318453 members 
Mstep: Class 14 contains 56350 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 221111 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18981 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 39394 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 29759 members 
Mstep: Class 23 contains 8160 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7989 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 5767 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3850 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003072.000000 Penalty: 113423.679688
Iteration 215Q: 33 clusters Score -1.840031e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83982 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 211186 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 115487 members 
Mstep: Class 7 contains 76950 members 
Mstep: Class 8 contains 44369 members 
Mstep: Class 9 contains 75749 members 
Mstep: Class 10 contains 10997 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51645 members 
Mstep: Class 13 contains 318110 members 
Mstep: Class 14 contains 56312 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 221010 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18973 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 39356 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 29724 members 
Mstep: Class 23 contains 8165 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7896 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 5773 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003472.000000 Penalty: 113423.679688
Iteration 216Q: 33 clusters Score -1.840035e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83980 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 210833 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 116633 members 
Mstep: Class 7 contains 76862 members 
Mstep: Class 8 contains 44304 members 
Mstep: Class 9 contains 75775 members 
Mstep: Class 10 contains 11008 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51660 members 
Mstep: Class 13 contains 317798 members 
Mstep: Class 14 contains 56246 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 220891 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18971 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 39312 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 29674 members 
Mstep: Class 23 contains 8179 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7818 members 
Mstep: Class 27 contains 3528 members 
Mstep: Class 28 contains 5779 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003808.000000 Penalty: 113423.679688
Iteration 217Q: 33 clusters Score -1.840038e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83977 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 210496 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 117786 members 
Mstep: Class 7 contains 76798 members 
Mstep: Class 8 contains 44240 members 
Mstep: Class 9 contains 75815 members 
Mstep: Class 10 contains 11027 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51657 members 
Mstep: Class 13 contains 317441 members 
Mstep: Class 14 contains 56176 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 220748 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18967 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 39275 members 
Mstep: Class 21 contains 8661 members 
Mstep: Class 22 contains 29615 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7753 members 
Mstep: Class 27 contains 3527 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003984.000000 Penalty: 113423.679688
Iteration 218Q: 33 clusters Score -1.84004e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83979 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 210122 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 118980 members 
Mstep: Class 7 contains 76719 members 
Mstep: Class 8 contains 44180 members 
Mstep: Class 9 contains 75855 members 
Mstep: Class 10 contains 11043 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51654 members 
Mstep: Class 13 contains 317154 members 
Mstep: Class 14 contains 56097 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 220624 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 39224 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 29569 members 
Mstep: Class 23 contains 8198 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7694 members 
Mstep: Class 27 contains 3526 members 
Mstep: Class 28 contains 5785 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003808.000000 Penalty: 113423.679688
Iteration 219Q: 33 clusters Score -1.840038e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83982 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209797 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 120123 members 
Mstep: Class 7 contains 76633 members 
Mstep: Class 8 contains 44125 members 
Mstep: Class 9 contains 75883 members 
Mstep: Class 10 contains 11053 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51662 members 
Mstep: Class 13 contains 316917 members 
Mstep: Class 14 contains 56004 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 220478 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 18970 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 39187 members 
Mstep: Class 21 contains 8660 members 
Mstep: Class 22 contains 29516 members 
Mstep: Class 23 contains 8208 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 3525 members 
Mstep: Class 28 contains 5787 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003744.000000 Penalty: 113423.679688
Iteration 220F: 33 clusters Score -1.840037e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209466 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 121236 members 
Mstep: Class 7 contains 76562 members 
Mstep: Class 8 contains 44056 members 
Mstep: Class 9 contains 75916 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51661 members 
Mstep: Class 13 contains 316678 members 
Mstep: Class 14 contains 55932 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 220334 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18972 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 39151 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 29453 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7586 members 
Mstep: Class 27 contains 3521 members 
Mstep: Class 28 contains 5792 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004080.000000 Penalty: 113423.679688
Iteration 221Q: 33 clusters Score -1.840041e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83980 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 209118 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 122389 members 
Mstep: Class 7 contains 76489 members 
Mstep: Class 8 contains 43997 members 
Mstep: Class 9 contains 75938 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51667 members 
Mstep: Class 13 contains 316448 members 
Mstep: Class 14 contains 55823 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 220187 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 39115 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 29391 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7545 members 
Mstep: Class 27 contains 3521 members 
Mstep: Class 28 contains 5795 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004240.000000 Penalty: 113423.679688
Iteration 222Q: 33 clusters Score -1.840042e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83987 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 208773 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 123568 members 
Mstep: Class 7 contains 76406 members 
Mstep: Class 8 contains 43951 members 
Mstep: Class 9 contains 75954 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51674 members 
Mstep: Class 13 contains 316172 members 
Mstep: Class 14 contains 55723 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 220056 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 18973 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 20 contains 39068 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 29335 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7504 members 
Mstep: Class 27 contains 3523 members 
Mstep: Class 28 contains 5801 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003744.000000 Penalty: 113423.679688
Iteration 223Q: 33 clusters Score -1.840037e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83984 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 208496 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 124782 members 
Mstep: Class 7 contains 76332 members 
Mstep: Class 8 contains 43899 members 
Mstep: Class 9 contains 75955 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51678 members 
Mstep: Class 13 contains 315855 members 
Mstep: Class 14 contains 55600 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219896 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 18969 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 39015 members 
Mstep: Class 21 contains 8663 members 
Mstep: Class 22 contains 29286 members 
Mstep: Class 23 contains 8211 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7473 members 
Mstep: Class 27 contains 3519 members 
Mstep: Class 28 contains 5814 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003856.000000 Penalty: 113423.679688
Iteration 224Q: 33 clusters Score -1.840039e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83984 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 208227 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 125963 members 
Mstep: Class 7 contains 76269 members 
Mstep: Class 8 contains 43844 members 
Mstep: Class 9 contains 75966 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51681 members 
Mstep: Class 13 contains 315539 members 
Mstep: Class 14 contains 55489 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219750 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 38979 members 
Mstep: Class 21 contains 8662 members 
Mstep: Class 22 contains 29224 members 
Mstep: Class 23 contains 8213 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 5825 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004400.000000 Penalty: 113423.679688
Iteration 225Q: 33 clusters Score -1.840044e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83981 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207985 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 127157 members 
Mstep: Class 7 contains 76186 members 
Mstep: Class 8 contains 43794 members 
Mstep: Class 9 contains 75996 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51690 members 
Mstep: Class 13 contains 315202 members 
Mstep: Class 14 contains 55363 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 219577 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 18952 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 38931 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 29157 members 
Mstep: Class 23 contains 8212 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7430 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 5828 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004896.000000 Penalty: 113423.679688
Iteration 226Q: 33 clusters Score -1.840049e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83982 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207775 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 128335 members 
Mstep: Class 7 contains 76105 members 
Mstep: Class 8 contains 43744 members 
Mstep: Class 9 contains 76030 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51691 members 
Mstep: Class 13 contains 314894 members 
Mstep: Class 14 contains 55268 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 219356 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 18946 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 38892 members 
Mstep: Class 21 contains 8665 members 
Mstep: Class 22 contains 29096 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004672.000000 Penalty: 113423.679688
Iteration 227Q: 33 clusters Score -1.840047e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83983 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207533 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 129594 members 
Mstep: Class 7 contains 76015 members 
Mstep: Class 8 contains 43690 members 
Mstep: Class 9 contains 76064 members 
Mstep: Class 10 contains 11163 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51692 members 
Mstep: Class 13 contains 314616 members 
Mstep: Class 14 contains 55160 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 219122 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 38858 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 29028 members 
Mstep: Class 23 contains 8221 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7388 members 
Mstep: Class 27 contains 3522 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005056.000000 Penalty: 113423.679688
Iteration 228Q: 33 clusters Score -1.840051e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83988 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 207247 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 130885 members 
Mstep: Class 7 contains 75941 members 
Mstep: Class 8 contains 43623 members 
Mstep: Class 9 contains 76117 members 
Mstep: Class 10 contains 11176 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51691 members 
Mstep: Class 13 contains 314386 members 
Mstep: Class 14 contains 55020 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218903 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 18934 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 38818 members 
Mstep: Class 21 contains 8660 members 
Mstep: Class 22 contains 28952 members 
Mstep: Class 23 contains 8220 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7364 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004816.000000 Penalty: 113423.679688
Iteration 229Q: 33 clusters Score -1.840048e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83993 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 206879 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 132227 members 
Mstep: Class 7 contains 75849 members 
Mstep: Class 8 contains 43572 members 
Mstep: Class 9 contains 76173 members 
Mstep: Class 10 contains 11193 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 314171 members 
Mstep: Class 14 contains 54888 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218676 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 18930 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 38779 members 
Mstep: Class 21 contains 8652 members 
Mstep: Class 22 contains 28895 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7343 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 5847 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004848.000000 Penalty: 113423.679688
Iteration 230Q: 33 clusters Score -1.840048e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83995 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 206451 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 133656 members 
Mstep: Class 7 contains 75744 members 
Mstep: Class 8 contains 43512 members 
Mstep: Class 9 contains 76224 members 
Mstep: Class 10 contains 11212 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51678 members 
Mstep: Class 13 contains 313949 members 
Mstep: Class 14 contains 54787 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 218453 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 18927 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 38729 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 28818 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7326 members 
Mstep: Class 27 contains 3522 members 
Mstep: Class 28 contains 5852 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005616.000000 Penalty: 113423.679688
Iteration 231Q: 33 clusters Score -1.840056e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 205956 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 135138 members 
Mstep: Class 7 contains 75633 members 
Mstep: Class 8 contains 43440 members 
Mstep: Class 9 contains 76264 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51675 members 
Mstep: Class 13 contains 313837 members 
Mstep: Class 14 contains 54683 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 218219 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 18929 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 8644 members 
Mstep: Class 22 contains 28743 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 3519 members 
Mstep: Class 28 contains 5861 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005840.000000 Penalty: 113423.679688
Iteration 232Q: 33 clusters Score -1.840058e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83999 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 205541 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 136681 members 
Mstep: Class 7 contains 75510 members 
Mstep: Class 8 contains 43377 members 
Mstep: Class 9 contains 76298 members 
Mstep: Class 10 contains 11239 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51656 members 
Mstep: Class 13 contains 313684 members 
Mstep: Class 14 contains 54572 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 217929 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 18928 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 38590 members 
Mstep: Class 21 contains 8639 members 
Mstep: Class 22 contains 28668 members 
Mstep: Class 23 contains 8225 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005920.000000 Penalty: 113423.679688
Iteration 233Q: 33 clusters Score -1.840059e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83999 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 205124 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 138305 members 
Mstep: Class 7 contains 75359 members 
Mstep: Class 8 contains 43298 members 
Mstep: Class 9 contains 76322 members 
Mstep: Class 10 contains 11252 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51658 members 
Mstep: Class 13 contains 313524 members 
Mstep: Class 14 contains 54461 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 217592 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18917 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 20 contains 38520 members 
Mstep: Class 21 contains 8636 members 
Mstep: Class 22 contains 28571 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 3507 members 
Mstep: Class 28 contains 5879 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006160.000000 Penalty: 113423.679688
Iteration 234Q: 33 clusters Score -1.840062e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204744 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 139865 members 
Mstep: Class 7 contains 75204 members 
Mstep: Class 8 contains 43232 members 
Mstep: Class 9 contains 76351 members 
Mstep: Class 10 contains 11260 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51657 members 
Mstep: Class 13 contains 313350 members 
Mstep: Class 14 contains 54357 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 217259 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18921 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 38440 members 
Mstep: Class 21 contains 8634 members 
Mstep: Class 22 contains 28490 members 
Mstep: Class 23 contains 8238 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 5890 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006640.000000 Penalty: 113423.679688
Iteration 235Q: 33 clusters Score -1.840066e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 204355 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 141498 members 
Mstep: Class 7 contains 75064 members 
Mstep: Class 8 contains 43166 members 
Mstep: Class 9 contains 76383 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51658 members 
Mstep: Class 13 contains 313112 members 
Mstep: Class 14 contains 54227 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 216914 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 38352 members 
Mstep: Class 21 contains 8634 members 
Mstep: Class 22 contains 28408 members 
Mstep: Class 23 contains 8241 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 5900 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007584.000000 Penalty: 113423.679688
Iteration 236Q: 33 clusters Score -1.840076e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203931 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 143212 members 
Mstep: Class 7 contains 74895 members 
Mstep: Class 8 contains 43088 members 
Mstep: Class 9 contains 76441 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51667 members 
Mstep: Class 13 contains 312876 members 
Mstep: Class 14 contains 54115 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 216543 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18923 members 
Mstep: Class 19 contains 1854 members 
Mstep: Class 20 contains 38283 members 
Mstep: Class 21 contains 8631 members 
Mstep: Class 22 contains 28338 members 
Mstep: Class 23 contains 8246 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7194 members 
Mstep: Class 27 contains 3507 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007472.000000 Penalty: 113423.679688
Iteration 237Q: 33 clusters Score -1.840075e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84002 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203545 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 144918 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 43011 members 
Mstep: Class 9 contains 76483 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51659 members 
Mstep: Class 13 contains 312674 members 
Mstep: Class 14 contains 53986 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 216217 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 18922 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 38217 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 28254 members 
Mstep: Class 23 contains 8253 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7162 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 5915 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007568.000000 Penalty: 113423.679688
Iteration 238Q: 33 clusters Score -1.840076e+08 nChanged 3582
Entering ConstructFrom: 
Score: -184007568.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21808.931641 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21808.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21939.427734 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21939.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21996.632812 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -21996.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22029.240234 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22029.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22038.205078 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -22038.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22038.205078 Penalty: 2736.656494
	Iteration 5F: 3 clusters Score -22038.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Entering Unmasked Estep 
Score: -9780979.000000 Penalty: 2811.966064
	Iteration 0F: 2 clusters Score -9780979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -9724907.000000 Penalty: 5623.932129
	Iteration 0F: 3 clusters Score -9724907 nChanged 39482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -9747695.000000 Penalty: 5623.932129
	Iteration 1F: 3 clusters Score -9747695 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -9749468.000000 Penalty: 5623.932129
	Iteration 2Q: 3 clusters Score -9749468 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9752336.000000 Penalty: 5623.932129
	Iteration 3F: 3 clusters Score -9752336 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -9756537.000000 Penalty: 5623.932129
	Iteration 4F: 3 clusters Score -9756537 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -9761486.000000 Penalty: 5623.932129
	Iteration 5F: 3 clusters Score -9761486 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -9765753.000000 Penalty: 5623.932129
	Iteration 6F: 3 clusters Score -9765753 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -9768792.000000 Penalty: 5623.932129
	Iteration 7F: 3 clusters Score -9768792 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -9770754.000000 Penalty: 5623.932129
	Iteration 8Q: 3 clusters Score -9770754 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -9772268.000000 Penalty: 5623.932129
	Iteration 9Q: 3 clusters Score -9772268 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -9773606.000000 Penalty: 5623.932129
	Iteration 10Q: 3 clusters Score -9773606 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -9774879.000000 Penalty: 5623.932129
	Iteration 11Q: 3 clusters Score -9774879 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -9775963.000000 Penalty: 5623.932129
	Iteration 12Q: 3 clusters Score -9775963 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -9776714.000000 Penalty: 5623.932129
	Iteration 13Q: 3 clusters Score -9776714 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -9777297.000000 Penalty: 5623.932129
	Iteration 14Q: 3 clusters Score -9777297 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -9777691.000000 Penalty: 5623.932129
	Iteration 15Q: 3 clusters Score -9777691 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -9777877.000000 Penalty: 5623.932129
	Iteration 16Q: 3 clusters Score -9777877 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -9778042.000000 Penalty: 5623.932129
	Iteration 17Q: 3 clusters Score -9778042 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -9778150.000000 Penalty: 5623.932129
	Iteration 18Q: 3 clusters Score -9778150 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -9778239.000000 Penalty: 5623.932129
	Iteration 19Q: 3 clusters Score -9778239 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -9778335.000000 Penalty: 5623.932129
	Iteration 20F: 3 clusters Score -9778335 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -9778449.000000 Penalty: 5623.932129
	Iteration 21Q: 3 clusters Score -9778449 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -9778522.000000 Penalty: 5623.932129
	Iteration 22Q: 3 clusters Score -9778522 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -9778574.000000 Penalty: 5623.932129
	Iteration 23Q: 3 clusters Score -9778574 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -9778635.000000 Penalty: 5623.932129
	Iteration 24Q: 3 clusters Score -9778635 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -9778741.000000 Penalty: 5623.932129
	Iteration 25Q: 3 clusters Score -9778741 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -9778812.000000 Penalty: 5623.932129
	Iteration 26Q: 3 clusters Score -9778812 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -9778892.000000 Penalty: 5623.932129
	Iteration 27Q: 3 clusters Score -9778892 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -9778913.000000 Penalty: 5623.932129
	Iteration 28Q: 3 clusters Score -9778913 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -9778969.000000 Penalty: 5623.932129
	Iteration 29Q: 3 clusters Score -9778969 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -9778969.000000 Penalty: 5623.932129
	Iteration 30Q: 3 clusters Score -9778969 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -9779011.000000 Penalty: 5623.932129
	Iteration 31Q: 3 clusters Score -9779011 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -9779047.000000 Penalty: 5623.932129
	Iteration 32Q: 3 clusters Score -9779047 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
Score: -9779075.000000 Penalty: 5623.932129
	Iteration 33Q: 3 clusters Score -9779075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -9779108.000000 Penalty: 5623.932129
	Iteration 34Q: 3 clusters Score -9779108 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -9779111.000000 Penalty: 5623.932129
	Iteration 35Q: 3 clusters Score -9779111 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -9779135.000000 Penalty: 5623.932129
	Iteration 36Q: 3 clusters Score -9779135 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -9779155.000000 Penalty: 5623.932129
	Iteration 37Q: 3 clusters Score -9779155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -9779166.000000 Penalty: 5623.932129
	Iteration 38Q: 3 clusters Score -9779166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -9779185.000000 Penalty: 5623.932129
	Iteration 39Q: 3 clusters Score -9779185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -9779202.000000 Penalty: 5623.932129
	Iteration 40F: 3 clusters Score -9779202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -9779198.000000 Penalty: 5623.932129
	Iteration 41Q: 3 clusters Score -9779198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -9779234.000000 Penalty: 5623.932129
	Iteration 42Q: 3 clusters Score -9779234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -9779263.000000 Penalty: 5623.932129
	Iteration 43Q: 3 clusters Score -9779263 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -9779277.000000 Penalty: 5623.932129
	Iteration 44Q: 3 clusters Score -9779277 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -9779296.000000 Penalty: 5623.932129
	Iteration 45Q: 3 clusters Score -9779296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -9779294.000000 Penalty: 5623.932129
	Iteration 46Q: 3 clusters Score -9779294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -9779318.000000 Penalty: 5623.932129
	Iteration 47Q: 3 clusters Score -9779318 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -9779303.000000 Penalty: 5623.932129
	Iteration 48Q: 3 clusters Score -9779303 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -9779334.000000 Penalty: 5623.932129
	Iteration 49Q: 3 clusters Score -9779334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -9779349.000000 Penalty: 5623.932129
	Iteration 50Q: 3 clusters Score -9779349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -9779353.000000 Penalty: 5623.932129
	Iteration 51Q: 3 clusters Score -9779353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -9779366.000000 Penalty: 5623.932129
	Iteration 52Q: 3 clusters Score -9779366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -9779367.000000 Penalty: 5623.932129
	Iteration 53Q: 3 clusters Score -9779367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -9779391.000000 Penalty: 5623.932129
	Iteration 54Q: 3 clusters Score -9779391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -9779367.000000 Penalty: 5623.932129
	Iteration 55Q: 3 clusters Score -9779367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -9779378.000000 Penalty: 5623.932129
	Iteration 56Q: 3 clusters Score -9779378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -9779375.000000 Penalty: 5623.932129
	Iteration 57Q: 3 clusters Score -9779375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -9779375.000000 Penalty: 5623.932129
	Iteration 58Q: 3 clusters Score -9779375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -9779411.000000 Penalty: 5623.932129
	Iteration 59Q: 3 clusters Score -9779411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -9779409.000000 Penalty: 5623.932129
	Iteration 60F: 3 clusters Score -9779409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -9779413.000000 Penalty: 5623.932129
	Iteration 61Q: 3 clusters Score -9779413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -9779431.000000 Penalty: 5623.932129
	Iteration 62Q: 3 clusters Score -9779431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -9779451.000000 Penalty: 5623.932129
	Iteration 63Q: 3 clusters Score -9779451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -9779472.000000 Penalty: 5623.932129
	Iteration 64Q: 3 clusters Score -9779472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -9779489.000000 Penalty: 5623.932129
	Iteration 65Q: 3 clusters Score -9779489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -9779494.000000 Penalty: 5623.932129
	Iteration 66Q: 3 clusters Score -9779494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -9779500.000000 Penalty: 5623.932129
	Iteration 67Q: 3 clusters Score -9779500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -9779508.000000 Penalty: 5623.932129
	Iteration 68Q: 3 clusters Score -9779508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -9779526.000000 Penalty: 5623.932129
	Iteration 69Q: 3 clusters Score -9779526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -9779552.000000 Penalty: 5623.932129
	Iteration 70Q: 3 clusters Score -9779552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -9779557.000000 Penalty: 5623.932129
	Iteration 71Q: 3 clusters Score -9779557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -9779543.000000 Penalty: 5623.932129
	Iteration 72Q: 3 clusters Score -9779543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -9779575.000000 Penalty: 5623.932129
	Iteration 73Q: 3 clusters Score -9779575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -9779582.000000 Penalty: 5623.932129
	Iteration 74Q: 3 clusters Score -9779582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -9779591.000000 Penalty: 5623.932129
	Iteration 75Q: 3 clusters Score -9779591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -9779598.000000 Penalty: 5623.932129
	Iteration 76Q: 3 clusters Score -9779598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -9779583.000000 Penalty: 5623.932129
	Iteration 77Q: 3 clusters Score -9779583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -9779602.000000 Penalty: 5623.932129
	Iteration 78Q: 3 clusters Score -9779602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -9779616.000000 Penalty: 5623.932129
	Iteration 79Q: 3 clusters Score -9779616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -9779617.000000 Penalty: 5623.932129
	Iteration 80F: 3 clusters Score -9779617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -9779603.000000 Penalty: 5623.932129
	Iteration 81Q: 3 clusters Score -9779603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -9779590.000000 Penalty: 5623.932129
	Iteration 82Q: 3 clusters Score -9779590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -9779582.000000 Penalty: 5623.932129
	Iteration 83Q: 3 clusters Score -9779582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -9779609.000000 Penalty: 5623.932129
	Iteration 84Q: 3 clusters Score -9779609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -9779585.000000 Penalty: 5623.932129
	Iteration 85Q: 3 clusters Score -9779585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -9779581.000000 Penalty: 5623.932129
	Iteration 86Q: 3 clusters Score -9779581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -9779579.000000 Penalty: 5623.932129
	Iteration 87Q: 3 clusters Score -9779579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -9779594.000000 Penalty: 5623.932129
	Iteration 88Q: 3 clusters Score -9779594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -9779590.000000 Penalty: 5623.932129
	Iteration 89Q: 3 clusters Score -9779590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -9779583.000000 Penalty: 5623.932129
	Iteration 90Q: 3 clusters Score -9779583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -9779588.000000 Penalty: 5623.932129
	Iteration 91Q: 3 clusters Score -9779588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -9779591.000000 Penalty: 5623.932129
	Iteration 92Q: 3 clusters Score -9779591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -9779598.000000 Penalty: 5623.932129
	Iteration 93Q: 3 clusters Score -9779598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -9779594.000000 Penalty: 5623.932129
	Iteration 94Q: 3 clusters Score -9779594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -9779601.000000 Penalty: 5623.932129
	Iteration 95Q: 3 clusters Score -9779601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -9779599.000000 Penalty: 5623.932129
	Iteration 96Q: 3 clusters Score -9779599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -9779597.000000 Penalty: 5623.932129
	Iteration 97Q: 3 clusters Score -9779597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -9779592.000000 Penalty: 5623.932129
	Iteration 98Q: 3 clusters Score -9779592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -9779599.000000 Penalty: 5623.932129
	Iteration 99Q: 3 clusters Score -9779599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -9779593.000000 Penalty: 5623.932129
	Iteration 100F: 3 clusters Score -9779593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -9779600.000000 Penalty: 5623.932129
	Iteration 101Q: 3 clusters Score -9779600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -9779600.000000 Penalty: 5623.932129
	Iteration 102Q: 3 clusters Score -9779600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9779600.000000 Penalty: 5623.932129
	Iteration 103Q: 3 clusters Score -9779600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9779600.000000 Penalty: 5623.932129
	Iteration 104F: 3 clusters Score -9779600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 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 172 members 
Entering Unmasked Estep 
Score: -36448.746094 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36448.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36669.539062 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36669.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36798.347656 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -36798.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36852.835938 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36852.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36870.320312 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36870.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36883.054688 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36883.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36889.789062 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36889.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36892.382812 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36892.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36892.382812 Penalty: 2923.623779
	Iteration 8F: 3 clusters Score -36892.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (203158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203158 members 
Entering Unmasked Estep 
Score: -23724234.000000 Penalty: 3030.991211
	Iteration 0F: 2 clusters Score -2.372423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 101385 members 
Entering Unmasked Estep 
Score: -23588918.000000 Penalty: 6061.982422
	Iteration 0F: 3 clusters Score -2.358892e+07 nChanged 97737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106794 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -23645576.000000 Penalty: 6061.982422
	Iteration 1F: 3 clusters Score -2.364558e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109742 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -23647152.000000 Penalty: 6061.982422
	Iteration 2Q: 3 clusters Score -2.364715e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -23649622.000000 Penalty: 6061.982422
	Iteration 3Q: 3 clusters Score -2.364962e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -23653692.000000 Penalty: 6061.982422
	Iteration 4Q: 3 clusters Score -2.365369e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -23660364.000000 Penalty: 6061.982422
	Iteration 5F: 3 clusters Score -2.366036e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -23670516.000000 Penalty: 6061.982422
	Iteration 6F: 3 clusters Score -2.367052e+07 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158835 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -23683366.000000 Penalty: 6061.982422
	Iteration 7F: 3 clusters Score -2.368337e+07 nChanged 15069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173794 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -23697000.000000 Penalty: 6061.982422
	Iteration 8F: 3 clusters Score -2.3697e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186026 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -23707576.000000 Penalty: 6061.982422
	Iteration 9F: 3 clusters Score -2.370758e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194234 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -23714628.000000 Penalty: 6061.982422
	Iteration 10Q: 3 clusters Score -2.371463e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198767 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -23718432.000000 Penalty: 6061.982422
	Iteration 11Q: 3 clusters Score -2.371843e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200920 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23720148.000000 Penalty: 6061.982422
	Iteration 12Q: 3 clusters Score -2.372015e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201902 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -23720836.000000 Penalty: 6061.982422
	Iteration 13Q: 3 clusters Score -2.372084e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202308 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23721122.000000 Penalty: 6061.982422
	Iteration 14Q: 3 clusters Score -2.372112e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -23721296.000000 Penalty: 6061.982422
	Iteration 15Q: 3 clusters Score -2.37213e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202567 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23721390.000000 Penalty: 6061.982422
	Iteration 16Q: 3 clusters Score -2.372139e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202610 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -23721438.000000 Penalty: 6061.982422
	Iteration 17Q: 3 clusters Score -2.372144e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -23721456.000000 Penalty: 6061.982422
	Iteration 18Q: 3 clusters Score -2.372146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202655 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -23721470.000000 Penalty: 6061.982422
	Iteration 19Q: 3 clusters Score -2.372147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -23721510.000000 Penalty: 6061.982422
	Iteration 20F: 3 clusters Score -2.372151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202686 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23721516.000000 Penalty: 6061.982422
	Iteration 21Q: 3 clusters Score -2.372152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202693 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -23721534.000000 Penalty: 6061.982422
	Iteration 22Q: 3 clusters Score -2.372153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202700 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -23721556.000000 Penalty: 6061.982422
	Iteration 23Q: 3 clusters Score -2.372156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202712 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23721570.000000 Penalty: 6061.982422
	Iteration 24Q: 3 clusters Score -2.372157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202716 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23721596.000000 Penalty: 6061.982422
	Iteration 25Q: 3 clusters Score -2.37216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202722 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -23721614.000000 Penalty: 6061.982422
	Iteration 26Q: 3 clusters Score -2.372161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202724 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23721598.000000 Penalty: 6061.982422
	Iteration 27Q: 3 clusters Score -2.37216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202727 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23721600.000000 Penalty: 6061.982422
	Iteration 28Q: 3 clusters Score -2.37216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202730 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23721606.000000 Penalty: 6061.982422
	Iteration 29Q: 3 clusters Score -2.372161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202732 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23721608.000000 Penalty: 6061.982422
	Iteration 30Q: 3 clusters Score -2.372161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202735 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23721612.000000 Penalty: 6061.982422
	Iteration 31Q: 3 clusters Score -2.372161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202736 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23721616.000000 Penalty: 6061.982422
	Iteration 32Q: 3 clusters Score -2.372162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202736 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23721616.000000 Penalty: 6061.982422
	Iteration 33F: 3 clusters Score -2.372162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -217893.734375 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -217893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -215323.359375 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -215323.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -215800.062500 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -215800.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215896.718750 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -215896.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215939.640625 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -215939.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215967.078125 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -215967.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -215984.875000 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -215984.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -215995.203125 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -215995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216001.421875 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -216001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216007.828125 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -216007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216010.734375 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -216010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216014.359375 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -216014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -216015.671875 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -216015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -216017.312500 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -216017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -216020.718750 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -216020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -216023.968750 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -216024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -216026.953125 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -216027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216028.718750 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -216028.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216031.859375 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -216031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216033.781250 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -216033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -216037.671875 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -216037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -216038.656250 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -216038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -216039.093750 Penalty: 3744.344971
	Iteration 21Q: 3 clusters Score -216039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216040.734375 Penalty: 3744.344971
	Iteration 22Q: 3 clusters Score -216040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216043.500000 Penalty: 3744.344971
	Iteration 23Q: 3 clusters Score -216043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -216047.500000 Penalty: 3744.344971
	Iteration 24Q: 3 clusters Score -216047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -216051.656250 Penalty: 3744.344971
	Iteration 25Q: 3 clusters Score -216051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -216056.031250 Penalty: 3744.344971
	Iteration 26Q: 3 clusters Score -216056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -216060.031250 Penalty: 3744.344971
	Iteration 27Q: 3 clusters Score -216060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -216062.984375 Penalty: 3744.344971
	Iteration 28Q: 3 clusters Score -216063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -216065.156250 Penalty: 3744.344971
	Iteration 29Q: 3 clusters Score -216065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216067.343750 Penalty: 3744.344971
	Iteration 30Q: 3 clusters Score -216067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -216068.640625 Penalty: 3744.344971
	Iteration 31Q: 3 clusters Score -216068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -216069.406250 Penalty: 3744.344971
	Iteration 32Q: 3 clusters Score -216069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216070.890625 Penalty: 3744.344971
	Iteration 33Q: 3 clusters Score -216070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216072.718750 Penalty: 3744.344971
	Iteration 34Q: 3 clusters Score -216072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -216074.484375 Penalty: 3744.344971
	Iteration 35Q: 3 clusters Score -216074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -216076.296875 Penalty: 3744.344971
	Iteration 36Q: 3 clusters Score -216076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -216078.828125 Penalty: 3744.344971
	Iteration 37Q: 3 clusters Score -216078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -216080.062500 Penalty: 3744.344971
	Iteration 38Q: 3 clusters Score -216080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216080.234375 Penalty: 3744.344971
	Iteration 39Q: 3 clusters Score -216080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216080.234375 Penalty: 3744.344971
	Iteration 40F: 3 clusters Score -216080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (146718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Entering Unmasked Estep 
Score: -17407844.000000 Penalty: 2950.274414
	Iteration 0F: 2 clusters Score -1.740784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -17309872.000000 Penalty: 5900.548828
	Iteration 0F: 3 clusters Score -1.730987e+07 nChanged 70060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -17350214.000000 Penalty: 5900.548828
	Iteration 1F: 3 clusters Score -1.735021e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -17351016.000000 Penalty: 5900.548828
	Iteration 2Q: 3 clusters Score -1.735102e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -17351758.000000 Penalty: 5900.548828
	Iteration 3Q: 3 clusters Score -1.735176e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -17352546.000000 Penalty: 5900.548828
	Iteration 4Q: 3 clusters Score -1.735255e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -17353406.000000 Penalty: 5900.548828
	Iteration 5Q: 3 clusters Score -1.735341e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -17354318.000000 Penalty: 5900.548828
	Iteration 6Q: 3 clusters Score -1.735432e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -17355462.000000 Penalty: 5900.548828
	Iteration 7Q: 3 clusters Score -1.735546e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -17357136.000000 Penalty: 5900.548828
	Iteration 8Q: 3 clusters Score -1.735714e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -17359926.000000 Penalty: 5900.548828
	Iteration 9Q: 3 clusters Score -1.735993e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -17364126.000000 Penalty: 5900.548828
	Iteration 10Q: 3 clusters Score -1.736413e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -17370538.000000 Penalty: 5900.548828
	Iteration 11F: 3 clusters Score -1.737054e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -17376112.000000 Penalty: 5900.548828
	Iteration 12F: 3 clusters Score -1.737611e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -17378748.000000 Penalty: 5900.548828
	Iteration 13Q: 3 clusters Score -1.737875e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -17379502.000000 Penalty: 5900.548828
	Iteration 14Q: 3 clusters Score -1.73795e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -17379852.000000 Penalty: 5900.548828
	Iteration 15Q: 3 clusters Score -1.737985e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -17379960.000000 Penalty: 5900.548828
	Iteration 16Q: 3 clusters Score -1.737996e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -17380094.000000 Penalty: 5900.548828
	Iteration 17Q: 3 clusters Score -1.738009e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -17380204.000000 Penalty: 5900.548828
	Iteration 18Q: 3 clusters Score -1.73802e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -17380486.000000 Penalty: 5900.548828
	Iteration 19Q: 3 clusters Score -1.738049e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -17380654.000000 Penalty: 5900.548828
	Iteration 20F: 3 clusters Score -1.738065e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -17380824.000000 Penalty: 5900.548828
	Iteration 21Q: 3 clusters Score -1.738082e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -17381108.000000 Penalty: 5900.548828
	Iteration 22Q: 3 clusters Score -1.738111e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -17381356.000000 Penalty: 5900.548828
	Iteration 23Q: 3 clusters Score -1.738136e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -17381742.000000 Penalty: 5900.548828
	Iteration 24Q: 3 clusters Score -1.738174e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -17382120.000000 Penalty: 5900.548828
	Iteration 25Q: 3 clusters Score -1.738212e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -17382662.000000 Penalty: 5900.548828
	Iteration 26Q: 3 clusters Score -1.738266e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -17383190.000000 Penalty: 5900.548828
	Iteration 27Q: 3 clusters Score -1.738319e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -17383966.000000 Penalty: 5900.548828
	Iteration 28Q: 3 clusters Score -1.738397e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -17384680.000000 Penalty: 5900.548828
	Iteration 29Q: 3 clusters Score -1.738468e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111430 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -17385598.000000 Penalty: 5900.548828
	Iteration 30Q: 3 clusters Score -1.73856e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114339 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -17386768.000000 Penalty: 5900.548828
	Iteration 31Q: 3 clusters Score -1.738677e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -17388110.000000 Penalty: 5900.548828
	Iteration 32Q: 3 clusters Score -1.738811e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -17389586.000000 Penalty: 5900.548828
	Iteration 33Q: 3 clusters Score -1.738959e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123953 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -17391174.000000 Penalty: 5900.548828
	Iteration 34Q: 3 clusters Score -1.739117e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -17392854.000000 Penalty: 5900.548828
	Iteration 35Q: 3 clusters Score -1.739285e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130183 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -17394562.000000 Penalty: 5900.548828
	Iteration 36Q: 3 clusters Score -1.739456e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133046 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -17396264.000000 Penalty: 5900.548828
	Iteration 37Q: 3 clusters Score -1.739626e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135671 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -17397954.000000 Penalty: 5900.548828
	Iteration 38Q: 3 clusters Score -1.739795e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137974 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -17399380.000000 Penalty: 5900.548828
	Iteration 39Q: 3 clusters Score -1.739938e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -17400756.000000 Penalty: 5900.548828
	Iteration 40F: 3 clusters Score -1.740076e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -17401888.000000 Penalty: 5900.548828
	Iteration 41Q: 3 clusters Score -1.740189e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -17402720.000000 Penalty: 5900.548828
	Iteration 42Q: 3 clusters Score -1.740272e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143831 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -17403382.000000 Penalty: 5900.548828
	Iteration 43Q: 3 clusters Score -1.740338e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17403926.000000 Penalty: 5900.548828
	Iteration 44Q: 3 clusters Score -1.740393e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145146 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17404326.000000 Penalty: 5900.548828
	Iteration 45Q: 3 clusters Score -1.740433e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -17404622.000000 Penalty: 5900.548828
	Iteration 46Q: 3 clusters Score -1.740462e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17404814.000000 Penalty: 5900.548828
	Iteration 47Q: 3 clusters Score -1.740481e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145934 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17404948.000000 Penalty: 5900.548828
	Iteration 48Q: 3 clusters Score -1.740495e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -17405024.000000 Penalty: 5900.548828
	Iteration 49Q: 3 clusters Score -1.740502e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146123 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -17405084.000000 Penalty: 5900.548828
	Iteration 50Q: 3 clusters Score -1.740508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17405158.000000 Penalty: 5900.548828
	Iteration 51Q: 3 clusters Score -1.740516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -17405206.000000 Penalty: 5900.548828
	Iteration 52Q: 3 clusters Score -1.740521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146243 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17405228.000000 Penalty: 5900.548828
	Iteration 53Q: 3 clusters Score -1.740523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -17405230.000000 Penalty: 5900.548828
	Iteration 54Q: 3 clusters Score -1.740523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17405242.000000 Penalty: 5900.548828
	Iteration 55Q: 3 clusters Score -1.740524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -17405246.000000 Penalty: 5900.548828
	Iteration 56Q: 3 clusters Score -1.740525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146280 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -17405268.000000 Penalty: 5900.548828
	Iteration 57Q: 3 clusters Score -1.740527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146286 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17405276.000000 Penalty: 5900.548828
	Iteration 58Q: 3 clusters Score -1.740528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146287 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17405280.000000 Penalty: 5900.548828
	Iteration 59Q: 3 clusters Score -1.740528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -17405286.000000 Penalty: 5900.548828
	Iteration 60F: 3 clusters Score -1.740529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146289 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -17405278.000000 Penalty: 5900.548828
	Iteration 61Q: 3 clusters Score -1.740528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17405272.000000 Penalty: 5900.548828
	Iteration 62Q: 3 clusters Score -1.740527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -17405272.000000 Penalty: 5900.548828
	Iteration 63F: 3 clusters Score -1.740527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Entering Unmasked Estep 
Score: -8838236.000000 Penalty: 2782.484375
	Iteration 0F: 2 clusters Score -8838236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -8788386.000000 Penalty: 5564.968750
	Iteration 0F: 3 clusters Score -8788386 nChanged 34985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8808535.000000 Penalty: 5564.968750
	Iteration 1F: 3 clusters Score -8808535 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8809608.000000 Penalty: 5564.968750
	Iteration 2Q: 3 clusters Score -8809608 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -8810809.000000 Penalty: 5564.968750
	Iteration 3Q: 3 clusters Score -8810809 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8812217.000000 Penalty: 5564.968750
	Iteration 4Q: 3 clusters Score -8812217 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -8813768.000000 Penalty: 5564.968750
	Iteration 5Q: 3 clusters Score -8813768 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -8815801.000000 Penalty: 5564.968750
	Iteration 6F: 3 clusters Score -8815801 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8818170.000000 Penalty: 5564.968750
	Iteration 7F: 3 clusters Score -8818170 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8821054.000000 Penalty: 5564.968750
	Iteration 8F: 3 clusters Score -8821054 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -8823876.000000 Penalty: 5564.968750
	Iteration 9F: 3 clusters Score -8823876 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -8826245.000000 Penalty: 5564.968750
	Iteration 10F: 3 clusters Score -8826245 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -8828002.000000 Penalty: 5564.968750
	Iteration 11Q: 3 clusters Score -8828002 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -8829122.000000 Penalty: 5564.968750
	Iteration 12Q: 3 clusters Score -8829122 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -8830036.000000 Penalty: 5564.968750
	Iteration 13Q: 3 clusters Score -8830036 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -8830647.000000 Penalty: 5564.968750
	Iteration 14Q: 3 clusters Score -8830647 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -8831212.000000 Penalty: 5564.968750
	Iteration 15Q: 3 clusters Score -8831212 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -8831788.000000 Penalty: 5564.968750
	Iteration 16Q: 3 clusters Score -8831788 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -8832318.000000 Penalty: 5564.968750
	Iteration 17Q: 3 clusters Score -8832318 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -8832722.000000 Penalty: 5564.968750
	Iteration 18Q: 3 clusters Score -8832722 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -8833187.000000 Penalty: 5564.968750
	Iteration 19Q: 3 clusters Score -8833187 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -8833547.000000 Penalty: 5564.968750
	Iteration 20F: 3 clusters Score -8833547 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -8833874.000000 Penalty: 5564.968750
	Iteration 21Q: 3 clusters Score -8833874 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -8834189.000000 Penalty: 5564.968750
	Iteration 22Q: 3 clusters Score -8834189 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -8834477.000000 Penalty: 5564.968750
	Iteration 23Q: 3 clusters Score -8834477 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -8834716.000000 Penalty: 5564.968750
	Iteration 24Q: 3 clusters Score -8834716 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -8834881.000000 Penalty: 5564.968750
	Iteration 25Q: 3 clusters Score -8834881 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -8835121.000000 Penalty: 5564.968750
	Iteration 26Q: 3 clusters Score -8835121 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -8835273.000000 Penalty: 5564.968750
	Iteration 27Q: 3 clusters Score -8835273 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -8835439.000000 Penalty: 5564.968750
	Iteration 28Q: 3 clusters Score -8835439 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -8835536.000000 Penalty: 5564.968750
	Iteration 29Q: 3 clusters Score -8835536 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -8835687.000000 Penalty: 5564.968750
	Iteration 30Q: 3 clusters Score -8835687 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -8835799.000000 Penalty: 5564.968750
	Iteration 31Q: 3 clusters Score -8835799 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -8835922.000000 Penalty: 5564.968750
	Iteration 32Q: 3 clusters Score -8835922 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 70384 members 
Entering Unmasked Estep 
Score: -8835995.000000 Penalty: 5564.968750
	Iteration 33Q: 3 clusters Score -8835995 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -8836055.000000 Penalty: 5564.968750
	Iteration 34Q: 3 clusters Score -8836055 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -8836121.000000 Penalty: 5564.968750
	Iteration 35Q: 3 clusters Score -8836121 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -8836170.000000 Penalty: 5564.968750
	Iteration 36Q: 3 clusters Score -8836170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -8836200.000000 Penalty: 5564.968750
	Iteration 37Q: 3 clusters Score -8836200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -8836270.000000 Penalty: 5564.968750
	Iteration 38Q: 3 clusters Score -8836270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -8836305.000000 Penalty: 5564.968750
	Iteration 39Q: 3 clusters Score -8836305 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8836342.000000 Penalty: 5564.968750
	Iteration 40F: 3 clusters Score -8836342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -8836346.000000 Penalty: 5564.968750
	Iteration 41Q: 3 clusters Score -8836346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -8836397.000000 Penalty: 5564.968750
	Iteration 42Q: 3 clusters Score -8836397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -8836402.000000 Penalty: 5564.968750
	Iteration 43Q: 3 clusters Score -8836402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -8836445.000000 Penalty: 5564.968750
	Iteration 44Q: 3 clusters Score -8836445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -8836445.000000 Penalty: 5564.968750
	Iteration 45Q: 3 clusters Score -8836445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -8836453.000000 Penalty: 5564.968750
	Iteration 46Q: 3 clusters Score -8836453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -8836476.000000 Penalty: 5564.968750
	Iteration 47Q: 3 clusters Score -8836476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -8836486.000000 Penalty: 5564.968750
	Iteration 48Q: 3 clusters Score -8836486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -8836489.000000 Penalty: 5564.968750
	Iteration 49Q: 3 clusters Score -8836489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -8836498.000000 Penalty: 5564.968750
	Iteration 50Q: 3 clusters Score -8836498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -8836506.000000 Penalty: 5564.968750
	Iteration 51Q: 3 clusters Score -8836506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -8836514.000000 Penalty: 5564.968750
	Iteration 52Q: 3 clusters Score -8836514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -8836517.000000 Penalty: 5564.968750
	Iteration 53Q: 3 clusters Score -8836517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -8836532.000000 Penalty: 5564.968750
	Iteration 54Q: 3 clusters Score -8836532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -8836549.000000 Penalty: 5564.968750
	Iteration 55Q: 3 clusters Score -8836549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -8836542.000000 Penalty: 5564.968750
	Iteration 56Q: 3 clusters Score -8836542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -8836564.000000 Penalty: 5564.968750
	Iteration 57Q: 3 clusters Score -8836564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -8836565.000000 Penalty: 5564.968750
	Iteration 58Q: 3 clusters Score -8836565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -8836571.000000 Penalty: 5564.968750
	Iteration 59Q: 3 clusters Score -8836571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -8836575.000000 Penalty: 5564.968750
	Iteration 60F: 3 clusters Score -8836575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -8836572.000000 Penalty: 5564.968750
	Iteration 61Q: 3 clusters Score -8836572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -8836570.000000 Penalty: 5564.968750
	Iteration 62Q: 3 clusters Score -8836570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -8836574.000000 Penalty: 5564.968750
	Iteration 63Q: 3 clusters Score -8836574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -8836576.000000 Penalty: 5564.968750
	Iteration 64Q: 3 clusters Score -8836576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -8836576.000000 Penalty: 5564.968750
	Iteration 65F: 3 clusters Score -8836576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Entering Unmasked Estep 
Score: -5108040.500000 Penalty: 2645.456299
	Iteration 0F: 2 clusters Score -5108040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -5078778.500000 Penalty: 5290.912598
	Iteration 0F: 3 clusters Score -5078778 nChanged 19797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5089865.500000 Penalty: 5290.912598
	Iteration 1F: 3 clusters Score -5089866 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -5090737.500000 Penalty: 5290.912598
	Iteration 2Q: 3 clusters Score -5090738 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5091767.500000 Penalty: 5290.912598
	Iteration 3F: 3 clusters Score -5091768 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5093296.000000 Penalty: 5290.912598
	Iteration 4F: 3 clusters Score -5093296 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5095452.500000 Penalty: 5290.912598
	Iteration 5F: 3 clusters Score -5095452 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5098209.500000 Penalty: 5290.912598
	Iteration 6F: 3 clusters Score -5098210 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5100974.500000 Penalty: 5290.912598
	Iteration 7F: 3 clusters Score -5100974 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -5103218.000000 Penalty: 5290.912598
	Iteration 8F: 3 clusters Score -5103218 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5104647.000000 Penalty: 5290.912598
	Iteration 9Q: 3 clusters Score -5104647 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5105338.000000 Penalty: 5290.912598
	Iteration 10Q: 3 clusters Score -5105338 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5105612.000000 Penalty: 5290.912598
	Iteration 11Q: 3 clusters Score -5105612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5105734.000000 Penalty: 5290.912598
	Iteration 12Q: 3 clusters Score -5105734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5105809.000000 Penalty: 5290.912598
	Iteration 13Q: 3 clusters Score -5105809 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5105839.500000 Penalty: 5290.912598
	Iteration 14Q: 3 clusters Score -5105840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5105882.500000 Penalty: 5290.912598
	Iteration 15Q: 3 clusters Score -5105882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5105928.000000 Penalty: 5290.912598
	Iteration 16Q: 3 clusters Score -5105928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5105947.500000 Penalty: 5290.912598
	Iteration 17Q: 3 clusters Score -5105948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5105959.500000 Penalty: 5290.912598
	Iteration 18Q: 3 clusters Score -5105960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5105977.500000 Penalty: 5290.912598
	Iteration 19Q: 3 clusters Score -5105978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5106007.500000 Penalty: 5290.912598
	Iteration 20F: 3 clusters Score -5106008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5106012.500000 Penalty: 5290.912598
	Iteration 21Q: 3 clusters Score -5106012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5106026.500000 Penalty: 5290.912598
	Iteration 22Q: 3 clusters Score -5106026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5106037.500000 Penalty: 5290.912598
	Iteration 23Q: 3 clusters Score -5106038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5106050.000000 Penalty: 5290.912598
	Iteration 24Q: 3 clusters Score -5106050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5106055.500000 Penalty: 5290.912598
	Iteration 25Q: 3 clusters Score -5106056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5106065.000000 Penalty: 5290.912598
	Iteration 26Q: 3 clusters Score -5106065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5106066.000000 Penalty: 5290.912598
	Iteration 27Q: 3 clusters Score -5106066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5106065.000000 Penalty: 5290.912598
	Iteration 28Q: 3 clusters Score -5106065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5106067.000000 Penalty: 5290.912598
	Iteration 29Q: 3 clusters Score -5106067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -5106067.500000 Penalty: 5290.912598
	Iteration 30Q: 3 clusters Score -5106068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5106080.500000 Penalty: 5290.912598
	Iteration 31Q: 3 clusters Score -5106080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5106084.000000 Penalty: 5290.912598
	Iteration 32Q: 3 clusters Score -5106084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5106089.000000 Penalty: 5290.912598
	Iteration 33Q: 3 clusters Score -5106089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -5106087.500000 Penalty: 5290.912598
	Iteration 34Q: 3 clusters Score -5106088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -5106088.500000 Penalty: 5290.912598
	Iteration 35Q: 3 clusters Score -5106088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5106095.500000 Penalty: 5290.912598
	Iteration 36Q: 3 clusters Score -5106096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5106101.500000 Penalty: 5290.912598
	Iteration 37Q: 3 clusters Score -5106102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5106101.500000 Penalty: 5290.912598
	Iteration 38Q: 3 clusters Score -5106102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5106096.000000 Penalty: 5290.912598
	Iteration 39Q: 3 clusters Score -5106096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5106101.500000 Penalty: 5290.912598
	Iteration 40F: 3 clusters Score -5106102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5106098.000000 Penalty: 5290.912598
	Iteration 41Q: 3 clusters Score -5106098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5106098.500000 Penalty: 5290.912598
	Iteration 42Q: 3 clusters Score -5106098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -5106091.000000 Penalty: 5290.912598
	Iteration 43Q: 3 clusters Score -5106091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5106088.500000 Penalty: 5290.912598
	Iteration 44Q: 3 clusters Score -5106088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5106098.000000 Penalty: 5290.912598
	Iteration 45Q: 3 clusters Score -5106098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5106096.000000 Penalty: 5290.912598
	Iteration 46Q: 3 clusters Score -5106096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5106094.500000 Penalty: 5290.912598
	Iteration 47Q: 3 clusters Score -5106094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5106096.000000 Penalty: 5290.912598
	Iteration 48Q: 3 clusters Score -5106096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -5106089.500000 Penalty: 5290.912598
	Iteration 49Q: 3 clusters Score -5106090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5106089.500000 Penalty: 5290.912598
	Iteration 50Q: 3 clusters Score -5106090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5106089.000000 Penalty: 5290.912598
	Iteration 51Q: 3 clusters Score -5106089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5106087.000000 Penalty: 5290.912598
	Iteration 52Q: 3 clusters Score -5106087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5106091.500000 Penalty: 5290.912598
	Iteration 53Q: 3 clusters Score -5106092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5106095.000000 Penalty: 5290.912598
	Iteration 54Q: 3 clusters Score -5106095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5106099.500000 Penalty: 5290.912598
	Iteration 55Q: 3 clusters Score -5106100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5106096.500000 Penalty: 5290.912598
	Iteration 56Q: 3 clusters Score -5106096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5106094.500000 Penalty: 5290.912598
	Iteration 57Q: 3 clusters Score -5106094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -5106095.500000 Penalty: 5290.912598
	Iteration 58Q: 3 clusters Score -5106096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5106102.000000 Penalty: 5290.912598
	Iteration 59Q: 3 clusters Score -5106102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5106102.000000 Penalty: 5290.912598
	Iteration 60F: 3 clusters Score -5106102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5106103.500000 Penalty: 5290.912598
	Iteration 61Q: 3 clusters Score -5106104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5106101.000000 Penalty: 5290.912598
	Iteration 62Q: 3 clusters Score -5106101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5106105.500000 Penalty: 5290.912598
	Iteration 63Q: 3 clusters Score -5106106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5106105.500000 Penalty: 5290.912598
	Iteration 64Q: 3 clusters Score -5106106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5106105.500000 Penalty: 5290.912598
	Iteration 65Q: 3 clusters Score -5106106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5106107.500000 Penalty: 5290.912598
	Iteration 66Q: 3 clusters Score -5106108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5106103.000000 Penalty: 5290.912598
	Iteration 67Q: 3 clusters Score -5106103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5106101.500000 Penalty: 5290.912598
	Iteration 68Q: 3 clusters Score -5106102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5106105.500000 Penalty: 5290.912598
	Iteration 69Q: 3 clusters Score -5106106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5106107.000000 Penalty: 5290.912598
	Iteration 70Q: 3 clusters Score -5106107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5106115.000000 Penalty: 5290.912598
	Iteration 71Q: 3 clusters Score -5106115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5106111.000000 Penalty: 5290.912598
	Iteration 72Q: 3 clusters Score -5106111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5106117.000000 Penalty: 5290.912598
	Iteration 73Q: 3 clusters Score -5106117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5106124.500000 Penalty: 5290.912598
	Iteration 74Q: 3 clusters Score -5106124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5106122.500000 Penalty: 5290.912598
	Iteration 75Q: 3 clusters Score -5106122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5106132.500000 Penalty: 5290.912598
	Iteration 76Q: 3 clusters Score -5106132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5106129.500000 Penalty: 5290.912598
	Iteration 77Q: 3 clusters Score -5106130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5106133.000000 Penalty: 5290.912598
	Iteration 78Q: 3 clusters Score -5106133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5106142.000000 Penalty: 5290.912598
	Iteration 79Q: 3 clusters Score -5106142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5106142.500000 Penalty: 5290.912598
	Iteration 80F: 3 clusters Score -5106142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5106143.000000 Penalty: 5290.912598
	Iteration 81Q: 3 clusters Score -5106143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5106146.500000 Penalty: 5290.912598
	Iteration 82Q: 3 clusters Score -5106146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5106145.500000 Penalty: 5290.912598
	Iteration 83Q: 3 clusters Score -5106146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5106153.000000 Penalty: 5290.912598
	Iteration 84Q: 3 clusters Score -5106153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5106148.500000 Penalty: 5290.912598
	Iteration 85Q: 3 clusters Score -5106148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5106148.500000 Penalty: 5290.912598
	Iteration 86F: 3 clusters Score -5106148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Entering Unmasked Estep 
Score: -8700313.000000 Penalty: 2788.878418
	Iteration 0F: 2 clusters Score -8700313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8649187.000000 Penalty: 5577.756836
	Iteration 0F: 3 clusters Score -8649187 nChanged 35869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -8669618.000000 Penalty: 5577.756836
	Iteration 1F: 3 clusters Score -8669618 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -8670291.000000 Penalty: 5577.756836
	Iteration 2Q: 3 clusters Score -8670291 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -8671031.000000 Penalty: 5577.756836
	Iteration 3Q: 3 clusters Score -8671031 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -8671822.000000 Penalty: 5577.756836
	Iteration 4Q: 3 clusters Score -8671822 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -8672580.000000 Penalty: 5577.756836
	Iteration 5Q: 3 clusters Score -8672580 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -8673470.000000 Penalty: 5577.756836
	Iteration 6Q: 3 clusters Score -8673470 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -8674540.000000 Penalty: 5577.756836
	Iteration 7Q: 3 clusters Score -8674540 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8675809.000000 Penalty: 5577.756836
	Iteration 8Q: 3 clusters Score -8675809 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -8677335.000000 Penalty: 5577.756836
	Iteration 9Q: 3 clusters Score -8677335 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -8679109.000000 Penalty: 5577.756836
	Iteration 10Q: 3 clusters Score -8679109 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -8681071.000000 Penalty: 5577.756836
	Iteration 11F: 3 clusters Score -8681071 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8683248.000000 Penalty: 5577.756836
	Iteration 12F: 3 clusters Score -8683248 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8685757.000000 Penalty: 5577.756836
	Iteration 13F: 3 clusters Score -8685757 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -8688574.000000 Penalty: 5577.756836
	Iteration 14Q: 3 clusters Score -8688574 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8691696.000000 Penalty: 5577.756836
	Iteration 15Q: 3 clusters Score -8691696 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -8694872.000000 Penalty: 5577.756836
	Iteration 16Q: 3 clusters Score -8694872 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8696326.000000 Penalty: 5577.756836
	Iteration 17Q: 3 clusters Score -8696326 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8696936.000000 Penalty: 5577.756836
	Iteration 18Q: 3 clusters Score -8696936 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8697181.000000 Penalty: 5577.756836
	Iteration 19Q: 3 clusters Score -8697181 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8697365.000000 Penalty: 5577.756836
	Iteration 20F: 3 clusters Score -8697365 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8697482.000000 Penalty: 5577.756836
	Iteration 21Q: 3 clusters Score -8697482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8697545.000000 Penalty: 5577.756836
	Iteration 22Q: 3 clusters Score -8697545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8697578.000000 Penalty: 5577.756836
	Iteration 23Q: 3 clusters Score -8697578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8697639.000000 Penalty: 5577.756836
	Iteration 24Q: 3 clusters Score -8697639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8697653.000000 Penalty: 5577.756836
	Iteration 25Q: 3 clusters Score -8697653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8697673.000000 Penalty: 5577.756836
	Iteration 26Q: 3 clusters Score -8697673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8697700.000000 Penalty: 5577.756836
	Iteration 27Q: 3 clusters Score -8697700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8697722.000000 Penalty: 5577.756836
	Iteration 28Q: 3 clusters Score -8697722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8697737.000000 Penalty: 5577.756836
	Iteration 29Q: 3 clusters Score -8697737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8697758.000000 Penalty: 5577.756836
	Iteration 30Q: 3 clusters Score -8697758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8697765.000000 Penalty: 5577.756836
	Iteration 31Q: 3 clusters Score -8697765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8697766.000000 Penalty: 5577.756836
	Iteration 32Q: 3 clusters Score -8697766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8697777.000000 Penalty: 5577.756836
	Iteration 33Q: 3 clusters Score -8697777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8697782.000000 Penalty: 5577.756836
	Iteration 34Q: 3 clusters Score -8697782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8697789.000000 Penalty: 5577.756836
	Iteration 35Q: 3 clusters Score -8697789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8697796.000000 Penalty: 5577.756836
	Iteration 36Q: 3 clusters Score -8697796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8697799.000000 Penalty: 5577.756836
	Iteration 37Q: 3 clusters Score -8697799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8697804.000000 Penalty: 5577.756836
	Iteration 38Q: 3 clusters Score -8697804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8697801.000000 Penalty: 5577.756836
	Iteration 39Q: 3 clusters Score -8697801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8697802.000000 Penalty: 5577.756836
	Iteration 40F: 3 clusters Score -8697802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8697803.000000 Penalty: 5577.756836
	Iteration 41Q: 3 clusters Score -8697803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8697810.000000 Penalty: 5577.756836
	Iteration 42Q: 3 clusters Score -8697810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8697821.000000 Penalty: 5577.756836
	Iteration 43Q: 3 clusters Score -8697821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8697823.000000 Penalty: 5577.756836
	Iteration 44Q: 3 clusters Score -8697823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8697823.000000 Penalty: 5577.756836
	Iteration 45Q: 3 clusters Score -8697823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8697822.000000 Penalty: 5577.756836
	Iteration 46Q: 3 clusters Score -8697822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8697831.000000 Penalty: 5577.756836
	Iteration 47Q: 3 clusters Score -8697831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8697832.000000 Penalty: 5577.756836
	Iteration 48Q: 3 clusters Score -8697832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8697830.000000 Penalty: 5577.756836
	Iteration 49Q: 3 clusters Score -8697830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8697829.000000 Penalty: 5577.756836
	Iteration 50Q: 3 clusters Score -8697829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8697831.000000 Penalty: 5577.756836
	Iteration 51Q: 3 clusters Score -8697831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8697837.000000 Penalty: 5577.756836
	Iteration 52Q: 3 clusters Score -8697837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8697834.000000 Penalty: 5577.756836
	Iteration 53Q: 3 clusters Score -8697834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8697832.000000 Penalty: 5577.756836
	Iteration 54Q: 3 clusters Score -8697832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8697828.000000 Penalty: 5577.756836
	Iteration 55Q: 3 clusters Score -8697828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8697844.000000 Penalty: 5577.756836
	Iteration 56Q: 3 clusters Score -8697844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8697848.000000 Penalty: 5577.756836
	Iteration 57Q: 3 clusters Score -8697848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8697841.000000 Penalty: 5577.756836
	Iteration 58Q: 3 clusters Score -8697841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8697838.000000 Penalty: 5577.756836
	Iteration 59Q: 3 clusters Score -8697838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8697847.000000 Penalty: 5577.756836
	Iteration 60F: 3 clusters Score -8697847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8697847.000000 Penalty: 5577.756836
	Iteration 61Q: 3 clusters Score -8697847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8697850.000000 Penalty: 5577.756836
	Iteration 62Q: 3 clusters Score -8697850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8697851.000000 Penalty: 5577.756836
	Iteration 63Q: 3 clusters Score -8697851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8697851.000000 Penalty: 5577.756836
	Iteration 64F: 3 clusters Score -8697851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -1317238.625000 Penalty: 2314.210938
	Iteration 0F: 2 clusters Score -1317239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1308703.125000 Penalty: 4628.421875
	Iteration 0F: 3 clusters Score -1308703 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1311448.625000 Penalty: 4628.421875
	Iteration 1F: 3 clusters Score -1311449 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1311865.250000 Penalty: 4628.421875
	Iteration 2F: 3 clusters Score -1311865 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1312227.875000 Penalty: 4628.421875
	Iteration 3F: 3 clusters Score -1312228 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1312592.500000 Penalty: 4628.421875
	Iteration 4F: 3 clusters Score -1312592 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1312918.250000 Penalty: 4628.421875
	Iteration 5F: 3 clusters Score -1312918 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1313204.875000 Penalty: 4628.421875
	Iteration 6Q: 3 clusters Score -1313205 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1313510.000000 Penalty: 4628.421875
	Iteration 7Q: 3 clusters Score -1313510 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1313809.500000 Penalty: 4628.421875
	Iteration 8Q: 3 clusters Score -1313810 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1314064.250000 Penalty: 4628.421875
	Iteration 9Q: 3 clusters Score -1314064 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1314327.625000 Penalty: 4628.421875
	Iteration 10Q: 3 clusters Score -1314328 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1314570.125000 Penalty: 4628.421875
	Iteration 11Q: 3 clusters Score -1314570 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1314756.875000 Penalty: 4628.421875
	Iteration 12Q: 3 clusters Score -1314757 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1314908.000000 Penalty: 4628.421875
	Iteration 13Q: 3 clusters Score -1314908 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1315034.250000 Penalty: 4628.421875
	Iteration 14Q: 3 clusters Score -1315034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1315127.250000 Penalty: 4628.421875
	Iteration 15Q: 3 clusters Score -1315127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1315198.750000 Penalty: 4628.421875
	Iteration 16Q: 3 clusters Score -1315199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1315232.500000 Penalty: 4628.421875
	Iteration 17Q: 3 clusters Score -1315232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1315257.125000 Penalty: 4628.421875
	Iteration 18Q: 3 clusters Score -1315257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1315277.750000 Penalty: 4628.421875
	Iteration 19Q: 3 clusters Score -1315278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1315300.125000 Penalty: 4628.421875
	Iteration 20F: 3 clusters Score -1315300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1315322.750000 Penalty: 4628.421875
	Iteration 21Q: 3 clusters Score -1315323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1315328.750000 Penalty: 4628.421875
	Iteration 22Q: 3 clusters Score -1315329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1315336.875000 Penalty: 4628.421875
	Iteration 23Q: 3 clusters Score -1315337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1315343.250000 Penalty: 4628.421875
	Iteration 24Q: 3 clusters Score -1315343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1315356.000000 Penalty: 4628.421875
	Iteration 25Q: 3 clusters Score -1315356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1315361.750000 Penalty: 4628.421875
	Iteration 26Q: 3 clusters Score -1315362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1315364.375000 Penalty: 4628.421875
	Iteration 27Q: 3 clusters Score -1315364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1315366.625000 Penalty: 4628.421875
	Iteration 28Q: 3 clusters Score -1315367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1315370.250000 Penalty: 4628.421875
	Iteration 29Q: 3 clusters Score -1315370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1315376.875000 Penalty: 4628.421875
	Iteration 30Q: 3 clusters Score -1315377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1315378.500000 Penalty: 4628.421875
	Iteration 31Q: 3 clusters Score -1315378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1315378.250000 Penalty: 4628.421875
	Iteration 32Q: 3 clusters Score -1315378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1315379.000000 Penalty: 4628.421875
	Iteration 33Q: 3 clusters Score -1315379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1315379.375000 Penalty: 4628.421875
	Iteration 34Q: 3 clusters Score -1315379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1315382.750000 Penalty: 4628.421875
	Iteration 35Q: 3 clusters Score -1315383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1315383.250000 Penalty: 4628.421875
	Iteration 36Q: 3 clusters Score -1315383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1315387.250000 Penalty: 4628.421875
	Iteration 37Q: 3 clusters Score -1315387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1315387.125000 Penalty: 4628.421875
	Iteration 38Q: 3 clusters Score -1315387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1315390.750000 Penalty: 4628.421875
	Iteration 39Q: 3 clusters Score -1315391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1315391.625000 Penalty: 4628.421875
	Iteration 40F: 3 clusters Score -1315392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1315396.625000 Penalty: 4628.421875
	Iteration 41Q: 3 clusters Score -1315397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1315401.875000 Penalty: 4628.421875
	Iteration 42Q: 3 clusters Score -1315402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1315400.625000 Penalty: 4628.421875
	Iteration 43Q: 3 clusters Score -1315401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1315400.625000 Penalty: 4628.421875
	Iteration 44F: 3 clusters Score -1315401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 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 242 members 
Entering Unmasked Estep 
Score: -51368.699219 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51368.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51564.218750 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51564.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51629.750000 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -51629.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51662.109375 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51662.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51671.960938 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51671.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51674.804688 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51679.238281 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51679.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51681.792969 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -51681.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51681.792969 Penalty: 3107.589355
	Iteration 8F: 3 clusters Score -51681.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Entering Unmasked Estep 
Score: -6100311.000000 Penalty: 2691.371338
	Iteration 0F: 2 clusters Score -6100311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6065625.500000 Penalty: 5382.742676
	Iteration 0F: 3 clusters Score -6065626 nChanged 23726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6078729.000000 Penalty: 5382.742676
	Iteration 1F: 3 clusters Score -6078729 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -6079488.000000 Penalty: 5382.742676
	Iteration 2Q: 3 clusters Score -6079488 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -6080405.000000 Penalty: 5382.742676
	Iteration 3Q: 3 clusters Score -6080405 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6081608.000000 Penalty: 5382.742676
	Iteration 4Q: 3 clusters Score -6081608 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -6083160.000000 Penalty: 5382.742676
	Iteration 5F: 3 clusters Score -6083160 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6085338.500000 Penalty: 5382.742676
	Iteration 6F: 3 clusters Score -6085338 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6087951.500000 Penalty: 5382.742676
	Iteration 7F: 3 clusters Score -6087952 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -6090583.000000 Penalty: 5382.742676
	Iteration 8F: 3 clusters Score -6090583 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -6092700.000000 Penalty: 5382.742676
	Iteration 9F: 3 clusters Score -6092700 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -6093939.000000 Penalty: 5382.742676
	Iteration 10Q: 3 clusters Score -6093939 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6094644.500000 Penalty: 5382.742676
	Iteration 11Q: 3 clusters Score -6094644 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -6095078.000000 Penalty: 5382.742676
	Iteration 12Q: 3 clusters Score -6095078 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -6095390.500000 Penalty: 5382.742676
	Iteration 13Q: 3 clusters Score -6095390 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -6095642.500000 Penalty: 5382.742676
	Iteration 14Q: 3 clusters Score -6095642 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6095892.500000 Penalty: 5382.742676
	Iteration 15Q: 3 clusters Score -6095892 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -6096127.000000 Penalty: 5382.742676
	Iteration 16Q: 3 clusters Score -6096127 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -6096353.000000 Penalty: 5382.742676
	Iteration 17Q: 3 clusters Score -6096353 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -6096528.500000 Penalty: 5382.742676
	Iteration 18Q: 3 clusters Score -6096528 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -6096718.000000 Penalty: 5382.742676
	Iteration 19Q: 3 clusters Score -6096718 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6096881.000000 Penalty: 5382.742676
	Iteration 20F: 3 clusters Score -6096881 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6097034.000000 Penalty: 5382.742676
	Iteration 21Q: 3 clusters Score -6097034 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6097181.000000 Penalty: 5382.742676
	Iteration 22Q: 3 clusters Score -6097181 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6097339.000000 Penalty: 5382.742676
	Iteration 23Q: 3 clusters Score -6097339 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6097488.500000 Penalty: 5382.742676
	Iteration 24Q: 3 clusters Score -6097488 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6097624.000000 Penalty: 5382.742676
	Iteration 25Q: 3 clusters Score -6097624 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6097735.000000 Penalty: 5382.742676
	Iteration 26Q: 3 clusters Score -6097735 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6097821.500000 Penalty: 5382.742676
	Iteration 27Q: 3 clusters Score -6097822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6097916.000000 Penalty: 5382.742676
	Iteration 28Q: 3 clusters Score -6097916 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6098002.000000 Penalty: 5382.742676
	Iteration 29Q: 3 clusters Score -6098002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6098034.500000 Penalty: 5382.742676
	Iteration 30Q: 3 clusters Score -6098034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6098106.500000 Penalty: 5382.742676
	Iteration 31Q: 3 clusters Score -6098106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6098134.000000 Penalty: 5382.742676
	Iteration 32Q: 3 clusters Score -6098134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6098162.500000 Penalty: 5382.742676
	Iteration 33Q: 3 clusters Score -6098162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6098187.000000 Penalty: 5382.742676
	Iteration 34Q: 3 clusters Score -6098187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6098208.500000 Penalty: 5382.742676
	Iteration 35Q: 3 clusters Score -6098208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6098210.500000 Penalty: 5382.742676
	Iteration 36Q: 3 clusters Score -6098210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6098226.000000 Penalty: 5382.742676
	Iteration 37Q: 3 clusters Score -6098226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6098225.500000 Penalty: 5382.742676
	Iteration 38Q: 3 clusters Score -6098226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6098248.000000 Penalty: 5382.742676
	Iteration 39Q: 3 clusters Score -6098248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6098259.000000 Penalty: 5382.742676
	Iteration 40F: 3 clusters Score -6098259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6098266.500000 Penalty: 5382.742676
	Iteration 41Q: 3 clusters Score -6098266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6098275.000000 Penalty: 5382.742676
	Iteration 42Q: 3 clusters Score -6098275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6098282.000000 Penalty: 5382.742676
	Iteration 43Q: 3 clusters Score -6098282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6098285.500000 Penalty: 5382.742676
	Iteration 44Q: 3 clusters Score -6098286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6098281.000000 Penalty: 5382.742676
	Iteration 45Q: 3 clusters Score -6098281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6098291.000000 Penalty: 5382.742676
	Iteration 46Q: 3 clusters Score -6098291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6098294.500000 Penalty: 5382.742676
	Iteration 47Q: 3 clusters Score -6098294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6098280.000000 Penalty: 5382.742676
	Iteration 48Q: 3 clusters Score -6098280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6098288.500000 Penalty: 5382.742676
	Iteration 49Q: 3 clusters Score -6098288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6098297.000000 Penalty: 5382.742676
	Iteration 50Q: 3 clusters Score -6098297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6098303.000000 Penalty: 5382.742676
	Iteration 51Q: 3 clusters Score -6098303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6098316.500000 Penalty: 5382.742676
	Iteration 52Q: 3 clusters Score -6098316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6098313.000000 Penalty: 5382.742676
	Iteration 53Q: 3 clusters Score -6098313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6098313.500000 Penalty: 5382.742676
	Iteration 54Q: 3 clusters Score -6098314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6098320.500000 Penalty: 5382.742676
	Iteration 55Q: 3 clusters Score -6098320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6098321.000000 Penalty: 5382.742676
	Iteration 56Q: 3 clusters Score -6098321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6098323.000000 Penalty: 5382.742676
	Iteration 57Q: 3 clusters Score -6098323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6098337.500000 Penalty: 5382.742676
	Iteration 58Q: 3 clusters Score -6098338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6098341.000000 Penalty: 5382.742676
	Iteration 59Q: 3 clusters Score -6098341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6098343.000000 Penalty: 5382.742676
	Iteration 60F: 3 clusters Score -6098343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6098342.000000 Penalty: 5382.742676
	Iteration 61Q: 3 clusters Score -6098342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6098338.500000 Penalty: 5382.742676
	Iteration 62Q: 3 clusters Score -6098338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6098342.000000 Penalty: 5382.742676
	Iteration 63Q: 3 clusters Score -6098342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6098344.500000 Penalty: 5382.742676
	Iteration 64Q: 3 clusters Score -6098344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6098344.500000 Penalty: 5382.742676
	Iteration 65F: 3 clusters Score -6098344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (312440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312440 members 
Entering Unmasked Estep 
Score: -36495332.000000 Penalty: 3137.737549
	Iteration 0F: 2 clusters Score -3.649533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155724 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -36289700.000000 Penalty: 6275.475098
	Iteration 0F: 3 clusters Score -3.62897e+07 nChanged 151560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -36380732.000000 Penalty: 6275.475098
	Iteration 1F: 3 clusters Score -3.638073e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -36383640.000000 Penalty: 6275.475098
	Iteration 2Q: 3 clusters Score -3.638364e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 189380 members 
Entering Unmasked Estep 
Score: -36389060.000000 Penalty: 6275.475098
	Iteration 3Q: 3 clusters Score -3.638906e+07 nChanged 19554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 207782 members 
Entering Unmasked Estep 
Score: -36400760.000000 Penalty: 6275.475098
	Iteration 4F: 3 clusters Score -3.640076e+07 nChanged 25870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 232494 members 
Entering Unmasked Estep 
Score: -36421020.000000 Penalty: 6275.475098
	Iteration 5F: 3 clusters Score -3.642102e+07 nChanged 28464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 260056 members 
Entering Unmasked Estep 
Score: -36447508.000000 Penalty: 6275.475098
	Iteration 6F: 3 clusters Score -3.644751e+07 nChanged 23182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 282686 members 
Entering Unmasked Estep 
Score: -36470408.000000 Penalty: 6275.475098
	Iteration 7F: 3 clusters Score -3.647041e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 295054 members 
Entering Unmasked Estep 
Score: -36483876.000000 Penalty: 6275.475098
	Iteration 8Q: 3 clusters Score -3.648388e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 300069 members 
Entering Unmasked Estep 
Score: -36490532.000000 Penalty: 6275.475098
	Iteration 9Q: 3 clusters Score -3.649053e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 302055 members 
Entering Unmasked Estep 
Score: -36493120.000000 Penalty: 6275.475098
	Iteration 10Q: 3 clusters Score -3.649312e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 303065 members 
Entering Unmasked Estep 
Score: -36494188.000000 Penalty: 6275.475098
	Iteration 11Q: 3 clusters Score -3.649419e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 303746 members 
Entering Unmasked Estep 
Score: -36494552.000000 Penalty: 6275.475098
	Iteration 12Q: 3 clusters Score -3.649455e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 304311 members 
Entering Unmasked Estep 
Score: -36494672.000000 Penalty: 6275.475098
	Iteration 13Q: 3 clusters Score -3.649467e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 304799 members 
Entering Unmasked Estep 
Score: -36494960.000000 Penalty: 6275.475098
	Iteration 14Q: 3 clusters Score -3.649496e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 305210 members 
Entering Unmasked Estep 
Score: -36495156.000000 Penalty: 6275.475098
	Iteration 15Q: 3 clusters Score -3.649516e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 305544 members 
Entering Unmasked Estep 
Score: -36495100.000000 Penalty: 6275.475098
	Iteration 16Q: 3 clusters Score -3.64951e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 305827 members 
Entering Unmasked Estep 
Score: -36495196.000000 Penalty: 6275.475098
	Iteration 17Q: 3 clusters Score -3.64952e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 306086 members 
Entering Unmasked Estep 
Score: -36495200.000000 Penalty: 6275.475098
	Iteration 18Q: 3 clusters Score -3.64952e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 306293 members 
Entering Unmasked Estep 
Score: -36495256.000000 Penalty: 6275.475098
	Iteration 19Q: 3 clusters Score -3.649526e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 306522 members 
Entering Unmasked Estep 
Score: -36495276.000000 Penalty: 6275.475098
	Iteration 20F: 3 clusters Score -3.649528e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 306729 members 
Entering Unmasked Estep 
Score: -36495232.000000 Penalty: 6275.475098
	Iteration 21Q: 3 clusters Score -3.649523e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 306921 members 
Entering Unmasked Estep 
Score: -36495248.000000 Penalty: 6275.475098
	Iteration 22Q: 3 clusters Score -3.649525e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 307083 members 
Entering Unmasked Estep 
Score: -36495280.000000 Penalty: 6275.475098
	Iteration 23Q: 3 clusters Score -3.649528e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 307216 members 
Entering Unmasked Estep 
Score: -36495312.000000 Penalty: 6275.475098
	Iteration 24Q: 3 clusters Score -3.649531e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 307362 members 
Entering Unmasked Estep 
Score: -36495228.000000 Penalty: 6275.475098
	Iteration 25Q: 3 clusters Score -3.649523e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 307500 members 
Entering Unmasked Estep 
Score: -36495184.000000 Penalty: 6275.475098
	Iteration 26Q: 3 clusters Score -3.649518e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 307647 members 
Entering Unmasked Estep 
Score: -36495112.000000 Penalty: 6275.475098
	Iteration 27Q: 3 clusters Score -3.649511e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 307772 members 
Entering Unmasked Estep 
Score: -36495132.000000 Penalty: 6275.475098
	Iteration 28Q: 3 clusters Score -3.649513e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 307898 members 
Entering Unmasked Estep 
Score: -36495084.000000 Penalty: 6275.475098
	Iteration 29Q: 3 clusters Score -3.649508e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 308001 members 
Entering Unmasked Estep 
Score: -36495028.000000 Penalty: 6275.475098
	Iteration 30Q: 3 clusters Score -3.649503e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 308103 members 
Entering Unmasked Estep 
Score: -36495052.000000 Penalty: 6275.475098
	Iteration 31Q: 3 clusters Score -3.649505e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 308182 members 
Entering Unmasked Estep 
Score: -36495056.000000 Penalty: 6275.475098
	Iteration 32Q: 3 clusters Score -3.649506e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 308245 members 
Entering Unmasked Estep 
Score: -36495020.000000 Penalty: 6275.475098
	Iteration 33Q: 3 clusters Score -3.649502e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 308314 members 
Entering Unmasked Estep 
Score: -36495012.000000 Penalty: 6275.475098
	Iteration 34Q: 3 clusters Score -3.649501e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 308371 members 
Entering Unmasked Estep 
Score: -36495016.000000 Penalty: 6275.475098
	Iteration 35Q: 3 clusters Score -3.649502e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 308427 members 
Entering Unmasked Estep 
Score: -36494996.000000 Penalty: 6275.475098
	Iteration 36Q: 3 clusters Score -3.6495e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 308476 members 
Entering Unmasked Estep 
Score: -36495020.000000 Penalty: 6275.475098
	Iteration 37Q: 3 clusters Score -3.649502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 308535 members 
Entering Unmasked Estep 
Score: -36494988.000000 Penalty: 6275.475098
	Iteration 38Q: 3 clusters Score -3.649499e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 308594 members 
Entering Unmasked Estep 
Score: -36494964.000000 Penalty: 6275.475098
	Iteration 39Q: 3 clusters Score -3.649496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 308645 members 
Entering Unmasked Estep 
Score: -36494964.000000 Penalty: 6275.475098
	Iteration 40F: 3 clusters Score -3.649496e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 308689 members 
Entering Unmasked Estep 
Score: -36494912.000000 Penalty: 6275.475098
	Iteration 41Q: 3 clusters Score -3.649491e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 308746 members 
Entering Unmasked Estep 
Score: -36494876.000000 Penalty: 6275.475098
	Iteration 42Q: 3 clusters Score -3.649488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 308796 members 
Entering Unmasked Estep 
Score: -36494900.000000 Penalty: 6275.475098
	Iteration 43Q: 3 clusters Score -3.64949e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 308829 members 
Entering Unmasked Estep 
Score: -36494872.000000 Penalty: 6275.475098
	Iteration 44Q: 3 clusters Score -3.649487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 308865 members 
Entering Unmasked Estep 
Score: -36494804.000000 Penalty: 6275.475098
	Iteration 45Q: 3 clusters Score -3.64948e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 308901 members 
Entering Unmasked Estep 
Score: -36494776.000000 Penalty: 6275.475098
	Iteration 46Q: 3 clusters Score -3.649478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 308935 members 
Entering Unmasked Estep 
Score: -36494748.000000 Penalty: 6275.475098
	Iteration 47Q: 3 clusters Score -3.649475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 308981 members 
Entering Unmasked Estep 
Score: -36494744.000000 Penalty: 6275.475098
	Iteration 48Q: 3 clusters Score -3.649474e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 309022 members 
Entering Unmasked Estep 
Score: -36494716.000000 Penalty: 6275.475098
	Iteration 49Q: 3 clusters Score -3.649472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 309058 members 
Entering Unmasked Estep 
Score: -36494716.000000 Penalty: 6275.475098
	Iteration 50Q: 3 clusters Score -3.649472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 309083 members 
Entering Unmasked Estep 
Score: -36494708.000000 Penalty: 6275.475098
	Iteration 51Q: 3 clusters Score -3.649471e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 309110 members 
Entering Unmasked Estep 
Score: -36494664.000000 Penalty: 6275.475098
	Iteration 52Q: 3 clusters Score -3.649466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 309124 members 
Entering Unmasked Estep 
Score: -36494668.000000 Penalty: 6275.475098
	Iteration 53Q: 3 clusters Score -3.649467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 309142 members 
Entering Unmasked Estep 
Score: -36494664.000000 Penalty: 6275.475098
	Iteration 54Q: 3 clusters Score -3.649466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 309157 members 
Entering Unmasked Estep 
Score: -36494636.000000 Penalty: 6275.475098
	Iteration 55Q: 3 clusters Score -3.649464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 309174 members 
Entering Unmasked Estep 
Score: -36494652.000000 Penalty: 6275.475098
	Iteration 56Q: 3 clusters Score -3.649465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 309190 members 
Entering Unmasked Estep 
Score: -36494648.000000 Penalty: 6275.475098
	Iteration 57Q: 3 clusters Score -3.649465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 309219 members 
Entering Unmasked Estep 
Score: -36494620.000000 Penalty: 6275.475098
	Iteration 58Q: 3 clusters Score -3.649462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 309243 members 
Entering Unmasked Estep 
Score: -36494632.000000 Penalty: 6275.475098
	Iteration 59Q: 3 clusters Score -3.649463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 309259 members 
Entering Unmasked Estep 
Score: -36494624.000000 Penalty: 6275.475098
	Iteration 60F: 3 clusters Score -3.649462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 309275 members 
Entering Unmasked Estep 
Score: -36494620.000000 Penalty: 6275.475098
	Iteration 61Q: 3 clusters Score -3.649462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 309293 members 
Entering Unmasked Estep 
Score: -36494632.000000 Penalty: 6275.475098
	Iteration 62Q: 3 clusters Score -3.649463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 309304 members 
Entering Unmasked Estep 
Score: -36494624.000000 Penalty: 6275.475098
	Iteration 63Q: 3 clusters Score -3.649462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 309312 members 
Entering Unmasked Estep 
Score: -36494612.000000 Penalty: 6275.475098
	Iteration 64Q: 3 clusters Score -3.649461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 309319 members 
Entering Unmasked Estep 
Score: -36494624.000000 Penalty: 6275.475098
	Iteration 65Q: 3 clusters Score -3.649462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 309326 members 
Entering Unmasked Estep 
Score: -36494636.000000 Penalty: 6275.475098
	Iteration 66Q: 3 clusters Score -3.649464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 309333 members 
Entering Unmasked Estep 
Score: -36494608.000000 Penalty: 6275.475098
	Iteration 67Q: 3 clusters Score -3.649461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 309342 members 
Entering Unmasked Estep 
Score: -36494620.000000 Penalty: 6275.475098
	Iteration 68Q: 3 clusters Score -3.649462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 309361 members 
Entering Unmasked Estep 
Score: -36494588.000000 Penalty: 6275.475098
	Iteration 69Q: 3 clusters Score -3.649459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 309376 members 
Entering Unmasked Estep 
Score: -36494592.000000 Penalty: 6275.475098
	Iteration 70Q: 3 clusters Score -3.649459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 309394 members 
Entering Unmasked Estep 
Score: -36494596.000000 Penalty: 6275.475098
	Iteration 71Q: 3 clusters Score -3.64946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 309411 members 
Entering Unmasked Estep 
Score: -36494572.000000 Penalty: 6275.475098
	Iteration 72Q: 3 clusters Score -3.649457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 309427 members 
Entering Unmasked Estep 
Score: -36494588.000000 Penalty: 6275.475098
	Iteration 73Q: 3 clusters Score -3.649459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 309439 members 
Entering Unmasked Estep 
Score: -36494612.000000 Penalty: 6275.475098
	Iteration 74Q: 3 clusters Score -3.649461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 309447 members 
Entering Unmasked Estep 
Score: -36494608.000000 Penalty: 6275.475098
	Iteration 75Q: 3 clusters Score -3.649461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 309453 members 
Entering Unmasked Estep 
Score: -36494628.000000 Penalty: 6275.475098
	Iteration 76Q: 3 clusters Score -3.649463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 309458 members 
Entering Unmasked Estep 
Score: -36494636.000000 Penalty: 6275.475098
	Iteration 77Q: 3 clusters Score -3.649464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 309463 members 
Entering Unmasked Estep 
Score: -36494624.000000 Penalty: 6275.475098
	Iteration 78Q: 3 clusters Score -3.649462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 309466 members 
Entering Unmasked Estep 
Score: -36494636.000000 Penalty: 6275.475098
	Iteration 79Q: 3 clusters Score -3.649464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 309468 members 
Entering Unmasked Estep 
Score: -36494624.000000 Penalty: 6275.475098
	Iteration 80F: 3 clusters Score -3.649462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 309469 members 
Entering Unmasked Estep 
Score: -36494620.000000 Penalty: 6275.475098
	Iteration 81Q: 3 clusters Score -3.649462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 309469 members 
Entering Unmasked Estep 
Score: -36494620.000000 Penalty: 6275.475098
	Iteration 82F: 3 clusters Score -3.649462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Entering Unmasked Estep 
Score: -6396388.000000 Penalty: 2701.719727
	Iteration 0F: 2 clusters Score -6396388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -6360200.000000 Penalty: 5403.439453
	Iteration 0F: 3 clusters Score -6360200 nChanged 24978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -6373811.000000 Penalty: 5403.439453
	Iteration 1F: 3 clusters Score -6373811 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6374426.500000 Penalty: 5403.439453
	Iteration 2Q: 3 clusters Score -6374426 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6374996.500000 Penalty: 5403.439453
	Iteration 3Q: 3 clusters Score -6374996 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -6375551.500000 Penalty: 5403.439453
	Iteration 4Q: 3 clusters Score -6375552 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6376200.000000 Penalty: 5403.439453
	Iteration 5Q: 3 clusters Score -6376200 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -6377046.000000 Penalty: 5403.439453
	Iteration 6Q: 3 clusters Score -6377046 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6378267.500000 Penalty: 5403.439453
	Iteration 7Q: 3 clusters Score -6378268 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6380201.000000 Penalty: 5403.439453
	Iteration 8F: 3 clusters Score -6380201 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -6383074.000000 Penalty: 5403.439453
	Iteration 9F: 3 clusters Score -6383074 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -6386819.000000 Penalty: 5403.439453
	Iteration 10F: 3 clusters Score -6386819 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6390373.500000 Penalty: 5403.439453
	Iteration 11F: 3 clusters Score -6390374 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6392688.500000 Penalty: 5403.439453
	Iteration 12Q: 3 clusters Score -6392688 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6393862.000000 Penalty: 5403.439453
	Iteration 13Q: 3 clusters Score -6393862 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6394411.500000 Penalty: 5403.439453
	Iteration 14Q: 3 clusters Score -6394412 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6394722.000000 Penalty: 5403.439453
	Iteration 15Q: 3 clusters Score -6394722 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6394862.500000 Penalty: 5403.439453
	Iteration 16Q: 3 clusters Score -6394862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6394925.000000 Penalty: 5403.439453
	Iteration 17Q: 3 clusters Score -6394925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6394939.000000 Penalty: 5403.439453
	Iteration 18Q: 3 clusters Score -6394939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6394941.500000 Penalty: 5403.439453
	Iteration 19Q: 3 clusters Score -6394942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6394956.000000 Penalty: 5403.439453
	Iteration 20F: 3 clusters Score -6394956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6394975.000000 Penalty: 5403.439453
	Iteration 21Q: 3 clusters Score -6394975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6394978.500000 Penalty: 5403.439453
	Iteration 22Q: 3 clusters Score -6394978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6394975.500000 Penalty: 5403.439453
	Iteration 23Q: 3 clusters Score -6394976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6394971.500000 Penalty: 5403.439453
	Iteration 24Q: 3 clusters Score -6394972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6394973.500000 Penalty: 5403.439453
	Iteration 25Q: 3 clusters Score -6394974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6394975.500000 Penalty: 5403.439453
	Iteration 26Q: 3 clusters Score -6394976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6394980.000000 Penalty: 5403.439453
	Iteration 27Q: 3 clusters Score -6394980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6394981.500000 Penalty: 5403.439453
	Iteration 28Q: 3 clusters Score -6394982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6394977.000000 Penalty: 5403.439453
	Iteration 29Q: 3 clusters Score -6394977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6394982.500000 Penalty: 5403.439453
	Iteration 30Q: 3 clusters Score -6394982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6394989.000000 Penalty: 5403.439453
	Iteration 31Q: 3 clusters Score -6394989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6394994.500000 Penalty: 5403.439453
	Iteration 32Q: 3 clusters Score -6394994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6394993.500000 Penalty: 5403.439453
	Iteration 33Q: 3 clusters Score -6394994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6394994.000000 Penalty: 5403.439453
	Iteration 34Q: 3 clusters Score -6394994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6394993.500000 Penalty: 5403.439453
	Iteration 35Q: 3 clusters Score -6394994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6394991.000000 Penalty: 5403.439453
	Iteration 36Q: 3 clusters Score -6394991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6394991.000000 Penalty: 5403.439453
	Iteration 37F: 3 clusters Score -6394991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -88266.492188 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -88266.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86433.296875 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -86433.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86689.007812 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -86689.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86776.890625 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -86776.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86840.484375 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -86840.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86894.554688 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -86894.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86966.515625 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -86966.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87058.898438 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -87058.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87213.804688 Penalty: 3332.630615
	Iteration 7F: 3 clusters Score -87213.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87382.695312 Penalty: 3332.630615
	Iteration 8F: 3 clusters Score -87382.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87621.843750 Penalty: 3332.630615
	Iteration 9F: 3 clusters Score -87621.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87890.148438 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -87890.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88136.546875 Penalty: 3332.630615
	Iteration 11F: 3 clusters Score -88136.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88295.882812 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -88295.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88373.828125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -88373.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88422.562500 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -88422.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88451.617188 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -88451.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88457.390625 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -88457.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88462.906250 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -88462.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88464.570312 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -88464.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88466.359375 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -88466.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88466.359375 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -88466.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203158 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 146718 members 
Mstep: Class 7 contains 74585 members 
Mstep: Class 8 contains 42923 members 
Mstep: Class 9 contains 76533 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51653 members 
Mstep: Class 13 contains 312440 members 
Mstep: Class 14 contains 53854 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 215866 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 18914 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 38162 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 28152 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7139 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 202953 members 
Entering Unmasked Estep 
Score: -184006976.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -184007568.000000 to -184006976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (215866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215866 members 
Entering Unmasked Estep 
Score: -25360762.000000 Penalty: 3046.038574
	Iteration 0F: 2 clusters Score -2.536076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -25219680.000000 Penalty: 6092.077148
	Iteration 0F: 3 clusters Score -2.521968e+07 nChanged 104316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -25281572.000000 Penalty: 6092.077148
	Iteration 1F: 3 clusters Score -2.528157e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -25283548.000000 Penalty: 6092.077148
	Iteration 2Q: 3 clusters Score -2.528355e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -25286508.000000 Penalty: 6092.077148
	Iteration 3Q: 3 clusters Score -2.528651e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 115635 members 
Entering Unmasked Estep 
Score: -25291372.000000 Penalty: 6092.077148
	Iteration 4Q: 3 clusters Score -2.529137e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
Score: -25298524.000000 Penalty: 6092.077148
	Iteration 5F: 3 clusters Score -2.529852e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -25308408.000000 Penalty: 6092.077148
	Iteration 6F: 3 clusters Score -2.530841e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -25319894.000000 Penalty: 6092.077148
	Iteration 7F: 3 clusters Score -2.531989e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 124057 members 
Entering Unmasked Estep 
Score: -25329362.000000 Penalty: 6092.077148
	Iteration 8F: 3 clusters Score -2.532936e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 123620 members 
Entering Unmasked Estep 
Score: -25334638.000000 Penalty: 6092.077148
	Iteration 9F: 3 clusters Score -2.533464e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -25336724.000000 Penalty: 6092.077148
	Iteration 10Q: 3 clusters Score -2.533672e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -25337916.000000 Penalty: 6092.077148
	Iteration 11Q: 3 clusters Score -2.533792e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 122044 members 
Entering Unmasked Estep 
Score: -25338778.000000 Penalty: 6092.077148
	Iteration 12Q: 3 clusters Score -2.533878e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 121344 members 
Entering Unmasked Estep 
Score: -25339638.000000 Penalty: 6092.077148
	Iteration 13Q: 3 clusters Score -2.533964e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -25340244.000000 Penalty: 6092.077148
	Iteration 14Q: 3 clusters Score -2.534024e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -25340744.000000 Penalty: 6092.077148
	Iteration 15Q: 3 clusters Score -2.534074e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -25341468.000000 Penalty: 6092.077148
	Iteration 16Q: 3 clusters Score -2.534147e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -25341832.000000 Penalty: 6092.077148
	Iteration 17Q: 3 clusters Score -2.534183e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -25342098.000000 Penalty: 6092.077148
	Iteration 18Q: 3 clusters Score -2.53421e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -25342416.000000 Penalty: 6092.077148
	Iteration 19Q: 3 clusters Score -2.534242e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -25342686.000000 Penalty: 6092.077148
	Iteration 20F: 3 clusters Score -2.534269e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -25342880.000000 Penalty: 6092.077148
	Iteration 21Q: 3 clusters Score -2.534288e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -25343184.000000 Penalty: 6092.077148
	Iteration 22Q: 3 clusters Score -2.534318e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 111674 members 
Entering Unmasked Estep 
Score: -25343418.000000 Penalty: 6092.077148
	Iteration 23Q: 3 clusters Score -2.534342e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -25343604.000000 Penalty: 6092.077148
	Iteration 24Q: 3 clusters Score -2.53436e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 109558 members 
Entering Unmasked Estep 
Score: -25343722.000000 Penalty: 6092.077148
	Iteration 25Q: 3 clusters Score -2.534372e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -25343920.000000 Penalty: 6092.077148
	Iteration 26Q: 3 clusters Score -2.534392e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -25344012.000000 Penalty: 6092.077148
	Iteration 27Q: 3 clusters Score -2.534401e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -25344094.000000 Penalty: 6092.077148
	Iteration 28Q: 3 clusters Score -2.534409e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 105120 members 
Entering Unmasked Estep 
Score: -25344222.000000 Penalty: 6092.077148
	Iteration 29Q: 3 clusters Score -2.534422e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -25344358.000000 Penalty: 6092.077148
	Iteration 30Q: 3 clusters Score -2.534436e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -25344628.000000 Penalty: 6092.077148
	Iteration 31Q: 3 clusters Score -2.534463e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -25344818.000000 Penalty: 6092.077148
	Iteration 32Q: 3 clusters Score -2.534482e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -25345026.000000 Penalty: 6092.077148
	Iteration 33Q: 3 clusters Score -2.534503e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117301 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -25345202.000000 Penalty: 6092.077148
	Iteration 34Q: 3 clusters Score -2.53452e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -25345374.000000 Penalty: 6092.077148
	Iteration 35Q: 3 clusters Score -2.534537e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119980 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -25345630.000000 Penalty: 6092.077148
	Iteration 36Q: 3 clusters Score -2.534563e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -25345700.000000 Penalty: 6092.077148
	Iteration 37Q: 3 clusters Score -2.53457e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -25345836.000000 Penalty: 6092.077148
	Iteration 38Q: 3 clusters Score -2.534584e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124263 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -25345948.000000 Penalty: 6092.077148
	Iteration 39Q: 3 clusters Score -2.534595e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -25346032.000000 Penalty: 6092.077148
	Iteration 40F: 3 clusters Score -2.534603e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -25346172.000000 Penalty: 6092.077148
	Iteration 41Q: 3 clusters Score -2.534617e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -25346372.000000 Penalty: 6092.077148
	Iteration 42Q: 3 clusters Score -2.534637e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -25346624.000000 Penalty: 6092.077148
	Iteration 43Q: 3 clusters Score -2.534662e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131900 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -25346830.000000 Penalty: 6092.077148
	Iteration 44Q: 3 clusters Score -2.534683e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -25347190.000000 Penalty: 6092.077148
	Iteration 45Q: 3 clusters Score -2.534719e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135236 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -25347440.000000 Penalty: 6092.077148
	Iteration 46Q: 3 clusters Score -2.534744e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136950 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -25347694.000000 Penalty: 6092.077148
	Iteration 47Q: 3 clusters Score -2.534769e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138683 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -25347918.000000 Penalty: 6092.077148
	Iteration 48Q: 3 clusters Score -2.534792e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -25348182.000000 Penalty: 6092.077148
	Iteration 49Q: 3 clusters Score -2.534818e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -25348466.000000 Penalty: 6092.077148
	Iteration 50Q: 3 clusters Score -2.534847e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -25348670.000000 Penalty: 6092.077148
	Iteration 51Q: 3 clusters Score -2.534867e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -25349066.000000 Penalty: 6092.077148
	Iteration 52Q: 3 clusters Score -2.534907e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147136 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -25349284.000000 Penalty: 6092.077148
	Iteration 53Q: 3 clusters Score -2.534928e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -25349490.000000 Penalty: 6092.077148
	Iteration 54Q: 3 clusters Score -2.534949e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150541 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -25349868.000000 Penalty: 6092.077148
	Iteration 55Q: 3 clusters Score -2.534987e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -25350060.000000 Penalty: 6092.077148
	Iteration 56Q: 3 clusters Score -2.535006e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -25350352.000000 Penalty: 6092.077148
	Iteration 57Q: 3 clusters Score -2.535035e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -25350706.000000 Penalty: 6092.077148
	Iteration 58Q: 3 clusters Score -2.535071e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -25351074.000000 Penalty: 6092.077148
	Iteration 59Q: 3 clusters Score -2.535107e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -25351382.000000 Penalty: 6092.077148
	Iteration 60F: 3 clusters Score -2.535138e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161042 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -25351570.000000 Penalty: 6092.077148
	Iteration 61Q: 3 clusters Score -2.535157e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162921 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -25351842.000000 Penalty: 6092.077148
	Iteration 62Q: 3 clusters Score -2.535184e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -25352118.000000 Penalty: 6092.077148
	Iteration 63Q: 3 clusters Score -2.535212e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -25352380.000000 Penalty: 6092.077148
	Iteration 64Q: 3 clusters Score -2.535238e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -25352620.000000 Penalty: 6092.077148
	Iteration 65Q: 3 clusters Score -2.535262e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170652 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -25353050.000000 Penalty: 6092.077148
	Iteration 66Q: 3 clusters Score -2.535305e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -25353382.000000 Penalty: 6092.077148
	Iteration 67Q: 3 clusters Score -2.535338e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174367 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -25353662.000000 Penalty: 6092.077148
	Iteration 68Q: 3 clusters Score -2.535366e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176147 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -25353764.000000 Penalty: 6092.077148
	Iteration 69Q: 3 clusters Score -2.535376e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177894 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -25353972.000000 Penalty: 6092.077148
	Iteration 70Q: 3 clusters Score -2.535397e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -25354272.000000 Penalty: 6092.077148
	Iteration 71Q: 3 clusters Score -2.535427e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181231 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -25354332.000000 Penalty: 6092.077148
	Iteration 72Q: 3 clusters Score -2.535433e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -25354794.000000 Penalty: 6092.077148
	Iteration 73Q: 3 clusters Score -2.535479e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184356 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -25355046.000000 Penalty: 6092.077148
	Iteration 74Q: 3 clusters Score -2.535505e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185865 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -25355332.000000 Penalty: 6092.077148
	Iteration 75Q: 3 clusters Score -2.535533e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187335 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -25355594.000000 Penalty: 6092.077148
	Iteration 76Q: 3 clusters Score -2.535559e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188771 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -25355728.000000 Penalty: 6092.077148
	Iteration 77Q: 3 clusters Score -2.535573e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190132 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -25355922.000000 Penalty: 6092.077148
	Iteration 78Q: 3 clusters Score -2.535592e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -25356074.000000 Penalty: 6092.077148
	Iteration 79Q: 3 clusters Score -2.535607e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192761 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -25356292.000000 Penalty: 6092.077148
	Iteration 80F: 3 clusters Score -2.535629e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193982 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -25356426.000000 Penalty: 6092.077148
	Iteration 81Q: 3 clusters Score -2.535643e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195112 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -25356526.000000 Penalty: 6092.077148
	Iteration 82Q: 3 clusters Score -2.535653e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196224 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -25356688.000000 Penalty: 6092.077148
	Iteration 83Q: 3 clusters Score -2.535669e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197256 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -25356780.000000 Penalty: 6092.077148
	Iteration 84Q: 3 clusters Score -2.535678e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198226 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -25356852.000000 Penalty: 6092.077148
	Iteration 85Q: 3 clusters Score -2.535685e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199141 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -25356936.000000 Penalty: 6092.077148
	Iteration 86Q: 3 clusters Score -2.535694e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199946 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -25356980.000000 Penalty: 6092.077148
	Iteration 87Q: 3 clusters Score -2.535698e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200719 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -25357074.000000 Penalty: 6092.077148
	Iteration 88Q: 3 clusters Score -2.535707e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201443 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -25357156.000000 Penalty: 6092.077148
	Iteration 89Q: 3 clusters Score -2.535716e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202092 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -25357264.000000 Penalty: 6092.077148
	Iteration 90Q: 3 clusters Score -2.535726e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202643 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -25357228.000000 Penalty: 6092.077148
	Iteration 91Q: 3 clusters Score -2.535723e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203166 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -25357244.000000 Penalty: 6092.077148
	Iteration 92Q: 3 clusters Score -2.535724e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203685 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -25357292.000000 Penalty: 6092.077148
	Iteration 93Q: 3 clusters Score -2.535729e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204165 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -25357312.000000 Penalty: 6092.077148
	Iteration 94Q: 3 clusters Score -2.535731e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -25357380.000000 Penalty: 6092.077148
	Iteration 95Q: 3 clusters Score -2.535738e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205110 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -25357386.000000 Penalty: 6092.077148
	Iteration 96Q: 3 clusters Score -2.535739e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205530 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -25357396.000000 Penalty: 6092.077148
	Iteration 97Q: 3 clusters Score -2.53574e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205922 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -25357480.000000 Penalty: 6092.077148
	Iteration 98Q: 3 clusters Score -2.535748e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206296 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -25357428.000000 Penalty: 6092.077148
	Iteration 99Q: 3 clusters Score -2.535743e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206641 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -25357454.000000 Penalty: 6092.077148
	Iteration 100F: 3 clusters Score -2.535745e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207009 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -25357488.000000 Penalty: 6092.077148
	Iteration 101Q: 3 clusters Score -2.535749e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207333 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -25357522.000000 Penalty: 6092.077148
	Iteration 102Q: 3 clusters Score -2.535752e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207666 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -25357502.000000 Penalty: 6092.077148
	Iteration 103Q: 3 clusters Score -2.53575e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207998 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -25357614.000000 Penalty: 6092.077148
	Iteration 104Q: 3 clusters Score -2.535761e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208319 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -25357608.000000 Penalty: 6092.077148
	Iteration 105Q: 3 clusters Score -2.535761e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208606 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -25357658.000000 Penalty: 6092.077148
	Iteration 106Q: 3 clusters Score -2.535766e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208890 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -25357708.000000 Penalty: 6092.077148
	Iteration 107Q: 3 clusters Score -2.535771e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209163 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -25357748.000000 Penalty: 6092.077148
	Iteration 108Q: 3 clusters Score -2.535775e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209450 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -25357800.000000 Penalty: 6092.077148
	Iteration 109Q: 3 clusters Score -2.53578e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209723 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -25357810.000000 Penalty: 6092.077148
	Iteration 110Q: 3 clusters Score -2.535781e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209987 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -25357762.000000 Penalty: 6092.077148
	Iteration 111Q: 3 clusters Score -2.535776e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210254 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -25357820.000000 Penalty: 6092.077148
	Iteration 112Q: 3 clusters Score -2.535782e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210525 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -25357898.000000 Penalty: 6092.077148
	Iteration 113Q: 3 clusters Score -2.53579e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210767 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -25357852.000000 Penalty: 6092.077148
	Iteration 114Q: 3 clusters Score -2.535785e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210989 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -25357880.000000 Penalty: 6092.077148
	Iteration 115Q: 3 clusters Score -2.535788e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211195 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -25357932.000000 Penalty: 6092.077148
	Iteration 116Q: 3 clusters Score -2.535793e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211412 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -25357978.000000 Penalty: 6092.077148
	Iteration 117Q: 3 clusters Score -2.535798e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211640 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -25358034.000000 Penalty: 6092.077148
	Iteration 118Q: 3 clusters Score -2.535803e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -25358088.000000 Penalty: 6092.077148
	Iteration 119Q: 3 clusters Score -2.535809e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212054 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -25358046.000000 Penalty: 6092.077148
	Iteration 120F: 3 clusters Score -2.535805e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212261 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -25358084.000000 Penalty: 6092.077148
	Iteration 121Q: 3 clusters Score -2.535808e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212437 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -25358094.000000 Penalty: 6092.077148
	Iteration 122Q: 3 clusters Score -2.535809e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212598 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -25358182.000000 Penalty: 6092.077148
	Iteration 123Q: 3 clusters Score -2.535818e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212755 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -25358230.000000 Penalty: 6092.077148
	Iteration 124Q: 3 clusters Score -2.535823e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212901 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -25358238.000000 Penalty: 6092.077148
	Iteration 125Q: 3 clusters Score -2.535824e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213026 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -25358270.000000 Penalty: 6092.077148
	Iteration 126Q: 3 clusters Score -2.535827e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213134 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -25358278.000000 Penalty: 6092.077148
	Iteration 127Q: 3 clusters Score -2.535828e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213231 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -25358278.000000 Penalty: 6092.077148
	Iteration 128Q: 3 clusters Score -2.535828e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213319 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -25358330.000000 Penalty: 6092.077148
	Iteration 129Q: 3 clusters Score -2.535833e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213410 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -25358316.000000 Penalty: 6092.077148
	Iteration 130Q: 3 clusters Score -2.535832e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213500 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25358318.000000 Penalty: 6092.077148
	Iteration 131Q: 3 clusters Score -2.535832e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213585 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -25358374.000000 Penalty: 6092.077148
	Iteration 132Q: 3 clusters Score -2.535837e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213655 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -25358362.000000 Penalty: 6092.077148
	Iteration 133Q: 3 clusters Score -2.535836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213710 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -25358350.000000 Penalty: 6092.077148
	Iteration 134Q: 3 clusters Score -2.535835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213758 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -25358332.000000 Penalty: 6092.077148
	Iteration 135Q: 3 clusters Score -2.535833e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213817 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -25358344.000000 Penalty: 6092.077148
	Iteration 136Q: 3 clusters Score -2.535834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213871 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -25358350.000000 Penalty: 6092.077148
	Iteration 137Q: 3 clusters Score -2.535835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213936 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -25358392.000000 Penalty: 6092.077148
	Iteration 138Q: 3 clusters Score -2.535839e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213989 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -25358398.000000 Penalty: 6092.077148
	Iteration 139Q: 3 clusters Score -2.53584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214036 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -25358404.000000 Penalty: 6092.077148
	Iteration 140F: 3 clusters Score -2.53584e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214089 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -25358434.000000 Penalty: 6092.077148
	Iteration 141Q: 3 clusters Score -2.535843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214130 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -25358456.000000 Penalty: 6092.077148
	Iteration 142Q: 3 clusters Score -2.535846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214163 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -25358470.000000 Penalty: 6092.077148
	Iteration 143Q: 3 clusters Score -2.535847e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214192 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -25358454.000000 Penalty: 6092.077148
	Iteration 144Q: 3 clusters Score -2.535845e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214234 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -25358438.000000 Penalty: 6092.077148
	Iteration 145Q: 3 clusters Score -2.535844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214275 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25358448.000000 Penalty: 6092.077148
	Iteration 146Q: 3 clusters Score -2.535845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214306 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -25358430.000000 Penalty: 6092.077148
	Iteration 147Q: 3 clusters Score -2.535843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214334 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -25358450.000000 Penalty: 6092.077148
	Iteration 148Q: 3 clusters Score -2.535845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214355 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -25358442.000000 Penalty: 6092.077148
	Iteration 149Q: 3 clusters Score -2.535844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -25358450.000000 Penalty: 6092.077148
	Iteration 150Q: 3 clusters Score -2.535845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -25358464.000000 Penalty: 6092.077148
	Iteration 151Q: 3 clusters Score -2.535846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214401 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -25358476.000000 Penalty: 6092.077148
	Iteration 152Q: 3 clusters Score -2.535848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214411 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25358458.000000 Penalty: 6092.077148
	Iteration 153Q: 3 clusters Score -2.535846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214425 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -25358448.000000 Penalty: 6092.077148
	Iteration 154Q: 3 clusters Score -2.535845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214445 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25358472.000000 Penalty: 6092.077148
	Iteration 155Q: 3 clusters Score -2.535847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214462 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -25358492.000000 Penalty: 6092.077148
	Iteration 156Q: 3 clusters Score -2.535849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214477 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25358462.000000 Penalty: 6092.077148
	Iteration 157Q: 3 clusters Score -2.535846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214486 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -25358462.000000 Penalty: 6092.077148
	Iteration 158Q: 3 clusters Score -2.535846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -25358474.000000 Penalty: 6092.077148
	Iteration 159Q: 3 clusters Score -2.535847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214509 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -25358472.000000 Penalty: 6092.077148
	Iteration 160F: 3 clusters Score -2.535847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214516 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -25358466.000000 Penalty: 6092.077148
	Iteration 161Q: 3 clusters Score -2.535847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214519 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -25358454.000000 Penalty: 6092.077148
	Iteration 162Q: 3 clusters Score -2.535845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214527 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -25358464.000000 Penalty: 6092.077148
	Iteration 163Q: 3 clusters Score -2.535846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214536 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -25358458.000000 Penalty: 6092.077148
	Iteration 164Q: 3 clusters Score -2.535846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -25358472.000000 Penalty: 6092.077148
	Iteration 165Q: 3 clusters Score -2.535847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214551 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -25358460.000000 Penalty: 6092.077148
	Iteration 166Q: 3 clusters Score -2.535846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214561 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -25358484.000000 Penalty: 6092.077148
	Iteration 167Q: 3 clusters Score -2.535848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -25358492.000000 Penalty: 6092.077148
	Iteration 168Q: 3 clusters Score -2.535849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214575 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -25358498.000000 Penalty: 6092.077148
	Iteration 169Q: 3 clusters Score -2.53585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214580 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -25358484.000000 Penalty: 6092.077148
	Iteration 170Q: 3 clusters Score -2.535848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214582 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -25358486.000000 Penalty: 6092.077148
	Iteration 171Q: 3 clusters Score -2.535849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214585 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25358482.000000 Penalty: 6092.077148
	Iteration 172Q: 3 clusters Score -2.535848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214590 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25358484.000000 Penalty: 6092.077148
	Iteration 173Q: 3 clusters Score -2.535848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214595 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -25358486.000000 Penalty: 6092.077148
	Iteration 174Q: 3 clusters Score -2.535849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214599 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -25358482.000000 Penalty: 6092.077148
	Iteration 175Q: 3 clusters Score -2.535848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214600 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -25358482.000000 Penalty: 6092.077148
	Iteration 176Q: 3 clusters Score -2.535848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214605 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -25358460.000000 Penalty: 6092.077148
	Iteration 177Q: 3 clusters Score -2.535846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214612 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -25358468.000000 Penalty: 6092.077148
	Iteration 178Q: 3 clusters Score -2.535847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214617 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -25358464.000000 Penalty: 6092.077148
	Iteration 179Q: 3 clusters Score -2.535846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214618 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -25358468.000000 Penalty: 6092.077148
	Iteration 180F: 3 clusters Score -2.535847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214619 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -25358472.000000 Penalty: 6092.077148
	Iteration 181Q: 3 clusters Score -2.535847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214620 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -25358476.000000 Penalty: 6092.077148
	Iteration 182Q: 3 clusters Score -2.535848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214621 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -25358474.000000 Penalty: 6092.077148
	Iteration 183Q: 3 clusters Score -2.535847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214622 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -25358470.000000 Penalty: 6092.077148
	Iteration 184Q: 3 clusters Score -2.535847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214622 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -25358470.000000 Penalty: 6092.077148
	Iteration 185F: 3 clusters Score -2.535847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -278134.968750 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -278135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -275132.062500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -275132.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -275857.312500 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -275857.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -276191.812500 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -276191.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276439.906250 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -276439.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -276663.843750 Penalty: 3894.424072
	Iteration 4F: 3 clusters Score -276663.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -276838.781250 Penalty: 3894.424072
	Iteration 5F: 3 clusters Score -276838.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -276992.218750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -276992.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -277108.187500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -277108.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -277184.156250 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -277184.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277254.187500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -277254.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -277326.812500 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -277326.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -277418.437500 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -277418.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -277544.593750 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -277544.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -277679.687500 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -277679.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -277756.437500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -277756.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277797.218750 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -277797.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -277821.937500 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -277821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -277834.812500 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -277834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -277837.375000 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -277837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -277838.093750 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -277838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -277839.250000 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -277839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -277841.687500 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -277841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -277842.343750 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -277842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -277842.343750 Penalty: 3894.424072
	Iteration 23F: 3 clusters Score -277842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Entering Unmasked Estep 
Score: -2198616.000000 Penalty: 2442.218994
	Iteration 0F: 2 clusters Score -2198616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2185135.250000 Penalty: 4884.437988
	Iteration 0F: 3 clusters Score -2185135 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2189785.500000 Penalty: 4884.437988
	Iteration 1F: 3 clusters Score -2189786 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2190187.000000 Penalty: 4884.437988
	Iteration 2F: 3 clusters Score -2190187 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2190530.750000 Penalty: 4884.437988
	Iteration 3Q: 3 clusters Score -2190531 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2190866.250000 Penalty: 4884.437988
	Iteration 4Q: 3 clusters Score -2190866 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2191239.250000 Penalty: 4884.437988
	Iteration 5Q: 3 clusters Score -2191239 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2191642.750000 Penalty: 4884.437988
	Iteration 6Q: 3 clusters Score -2191643 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2192120.250000 Penalty: 4884.437988
	Iteration 7Q: 3 clusters Score -2192120 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2192691.500000 Penalty: 4884.437988
	Iteration 8Q: 3 clusters Score -2192692 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2193325.500000 Penalty: 4884.437988
	Iteration 9Q: 3 clusters Score -2193326 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2193991.750000 Penalty: 4884.437988
	Iteration 10F: 3 clusters Score -2193992 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2194586.750000 Penalty: 4884.437988
	Iteration 11Q: 3 clusters Score -2194587 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2195068.500000 Penalty: 4884.437988
	Iteration 12Q: 3 clusters Score -2195068 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2195486.750000 Penalty: 4884.437988
	Iteration 13Q: 3 clusters Score -2195487 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2195799.250000 Penalty: 4884.437988
	Iteration 14Q: 3 clusters Score -2195799 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2196006.250000 Penalty: 4884.437988
	Iteration 15Q: 3 clusters Score -2196006 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2196174.250000 Penalty: 4884.437988
	Iteration 16Q: 3 clusters Score -2196174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2196288.000000 Penalty: 4884.437988
	Iteration 17Q: 3 clusters Score -2196288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2196364.500000 Penalty: 4884.437988
	Iteration 18Q: 3 clusters Score -2196364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2196443.750000 Penalty: 4884.437988
	Iteration 19Q: 3 clusters Score -2196444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2196521.250000 Penalty: 4884.437988
	Iteration 20F: 3 clusters Score -2196521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2196608.500000 Penalty: 4884.437988
	Iteration 21Q: 3 clusters Score -2196608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2196665.000000 Penalty: 4884.437988
	Iteration 22Q: 3 clusters Score -2196665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2196700.750000 Penalty: 4884.437988
	Iteration 23Q: 3 clusters Score -2196701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2196723.250000 Penalty: 4884.437988
	Iteration 24Q: 3 clusters Score -2196723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2196733.500000 Penalty: 4884.437988
	Iteration 25Q: 3 clusters Score -2196734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2196738.000000 Penalty: 4884.437988
	Iteration 26Q: 3 clusters Score -2196738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2196753.750000 Penalty: 4884.437988
	Iteration 27Q: 3 clusters Score -2196754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2196755.500000 Penalty: 4884.437988
	Iteration 28Q: 3 clusters Score -2196756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2196763.500000 Penalty: 4884.437988
	Iteration 29Q: 3 clusters Score -2196764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2196764.750000 Penalty: 4884.437988
	Iteration 30Q: 3 clusters Score -2196765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2196770.000000 Penalty: 4884.437988
	Iteration 31Q: 3 clusters Score -2196770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2196771.750000 Penalty: 4884.437988
	Iteration 32Q: 3 clusters Score -2196772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2196774.250000 Penalty: 4884.437988
	Iteration 33Q: 3 clusters Score -2196774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2196779.250000 Penalty: 4884.437988
	Iteration 34Q: 3 clusters Score -2196779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2196777.250000 Penalty: 4884.437988
	Iteration 35Q: 3 clusters Score -2196777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2196778.500000 Penalty: 4884.437988
	Iteration 36Q: 3 clusters Score -2196778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2196781.000000 Penalty: 4884.437988
	Iteration 37Q: 3 clusters Score -2196781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2196781.000000 Penalty: 4884.437988
	Iteration 38F: 3 clusters Score -2196781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -202483.937500 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -202483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -199989.781250 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -199989.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -200449.656250 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -200449.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -200580.406250 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -200580.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200652.546875 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -200652.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200709.093750 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -200709.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -200741.109375 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -200741.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -200764.703125 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -200764.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200785.703125 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -200785.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200808.109375 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -200808.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -200841.578125 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -200841.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200870.453125 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -200870.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -200890.421875 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -200890.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -200902.218750 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -200902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -200911.156250 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -200911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -200920.109375 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -200920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -200930.750000 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -200930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200942.468750 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -200942.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -200956.203125 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -200956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -200964.062500 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -200964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -200968.968750 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -200969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -200975.156250 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -200975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200980.703125 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -200980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200984.062500 Penalty: 3729.229248
	Iteration 22Q: 3 clusters Score -200984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200986.125000 Penalty: 3729.229248
	Iteration 23Q: 3 clusters Score -200986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -200987.187500 Penalty: 3729.229248
	Iteration 24Q: 3 clusters Score -200987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200987.453125 Penalty: 3729.229248
	Iteration 25Q: 3 clusters Score -200987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -200990.187500 Penalty: 3729.229248
	Iteration 26Q: 3 clusters Score -200990.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200996.234375 Penalty: 3729.229248
	Iteration 27Q: 3 clusters Score -200996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -200998.875000 Penalty: 3729.229248
	Iteration 28Q: 3 clusters Score -200998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -201001.015625 Penalty: 3729.229248
	Iteration 29Q: 3 clusters Score -201001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201008.390625 Penalty: 3729.229248
	Iteration 30Q: 3 clusters Score -201008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201013.484375 Penalty: 3729.229248
	Iteration 31Q: 3 clusters Score -201013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201017.703125 Penalty: 3729.229248
	Iteration 32Q: 3 clusters Score -201017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201022.046875 Penalty: 3729.229248
	Iteration 33Q: 3 clusters Score -201022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201026.531250 Penalty: 3729.229248
	Iteration 34Q: 3 clusters Score -201026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -201030.875000 Penalty: 3729.229248
	Iteration 35Q: 3 clusters Score -201030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201034.734375 Penalty: 3729.229248
	Iteration 36Q: 3 clusters Score -201034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -201039.687500 Penalty: 3729.229248
	Iteration 37Q: 3 clusters Score -201039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -201043.843750 Penalty: 3729.229248
	Iteration 38Q: 3 clusters Score -201043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -201047.328125 Penalty: 3729.229248
	Iteration 39Q: 3 clusters Score -201047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -201050.187500 Penalty: 3729.229248
	Iteration 40F: 3 clusters Score -201050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201053.078125 Penalty: 3729.229248
	Iteration 41Q: 3 clusters Score -201053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -201054.281250 Penalty: 3729.229248
	Iteration 42Q: 3 clusters Score -201054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -201055.031250 Penalty: 3729.229248
	Iteration 43Q: 3 clusters Score -201055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -201056.421875 Penalty: 3729.229248
	Iteration 44Q: 3 clusters Score -201056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -201056.687500 Penalty: 3729.229248
	Iteration 45Q: 3 clusters Score -201056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -201057.671875 Penalty: 3729.229248
	Iteration 46Q: 3 clusters Score -201057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -201060.359375 Penalty: 3729.229248
	Iteration 47Q: 3 clusters Score -201060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -201064.578125 Penalty: 3729.229248
	Iteration 48Q: 3 clusters Score -201064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -201067.375000 Penalty: 3729.229248
	Iteration 49Q: 3 clusters Score -201067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201068.000000 Penalty: 3729.229248
	Iteration 50Q: 3 clusters Score -201068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201068.859375 Penalty: 3729.229248
	Iteration 51Q: 3 clusters Score -201068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201068.859375 Penalty: 3729.229248
	Iteration 52F: 3 clusters Score -201068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Entering Unmasked Estep 
Score: -4550270.000000 Penalty: 2616.299805
	Iteration 0F: 2 clusters Score -4550270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4524291.500000 Penalty: 5232.599609
	Iteration 0F: 3 clusters Score -4524292 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4534044.500000 Penalty: 5232.599609
	Iteration 1F: 3 clusters Score -4534044 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4534507.500000 Penalty: 5232.599609
	Iteration 2Q: 3 clusters Score -4534508 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4534947.000000 Penalty: 5232.599609
	Iteration 3Q: 3 clusters Score -4534947 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4535335.500000 Penalty: 5232.599609
	Iteration 4Q: 3 clusters Score -4535336 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4535714.000000 Penalty: 5232.599609
	Iteration 5Q: 3 clusters Score -4535714 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4536124.000000 Penalty: 5232.599609
	Iteration 6Q: 3 clusters Score -4536124 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4536763.500000 Penalty: 5232.599609
	Iteration 7Q: 3 clusters Score -4536764 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4537726.500000 Penalty: 5232.599609
	Iteration 8Q: 3 clusters Score -4537726 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4539113.000000 Penalty: 5232.599609
	Iteration 9F: 3 clusters Score -4539113 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4540965.500000 Penalty: 5232.599609
	Iteration 10F: 3 clusters Score -4540966 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4542987.000000 Penalty: 5232.599609
	Iteration 11F: 3 clusters Score -4542987 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4544894.500000 Penalty: 5232.599609
	Iteration 12F: 3 clusters Score -4544894 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4546231.500000 Penalty: 5232.599609
	Iteration 13Q: 3 clusters Score -4546232 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4547001.000000 Penalty: 5232.599609
	Iteration 14Q: 3 clusters Score -4547001 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4547456.500000 Penalty: 5232.599609
	Iteration 15Q: 3 clusters Score -4547456 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4547678.500000 Penalty: 5232.599609
	Iteration 16Q: 3 clusters Score -4547678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4547780.500000 Penalty: 5232.599609
	Iteration 17Q: 3 clusters Score -4547780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4547845.500000 Penalty: 5232.599609
	Iteration 18Q: 3 clusters Score -4547846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4547882.500000 Penalty: 5232.599609
	Iteration 19Q: 3 clusters Score -4547882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4547906.500000 Penalty: 5232.599609
	Iteration 20F: 3 clusters Score -4547906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4547921.000000 Penalty: 5232.599609
	Iteration 21Q: 3 clusters Score -4547921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4547944.500000 Penalty: 5232.599609
	Iteration 22Q: 3 clusters Score -4547944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4547951.500000 Penalty: 5232.599609
	Iteration 23Q: 3 clusters Score -4547952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4547953.500000 Penalty: 5232.599609
	Iteration 24Q: 3 clusters Score -4547954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4547969.500000 Penalty: 5232.599609
	Iteration 25Q: 3 clusters Score -4547970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4547972.000000 Penalty: 5232.599609
	Iteration 26Q: 3 clusters Score -4547972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4547983.500000 Penalty: 5232.599609
	Iteration 27Q: 3 clusters Score -4547984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4547983.000000 Penalty: 5232.599609
	Iteration 28Q: 3 clusters Score -4547983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4547983.000000 Penalty: 5232.599609
	Iteration 29F: 3 clusters Score -4547983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Entering Unmasked Estep 
Score: -978408.250000 Penalty: 2247.365234
	Iteration 0F: 2 clusters Score -978408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -971563.875000 Penalty: 4494.730469
	Iteration 0F: 3 clusters Score -971563.9 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -973525.625000 Penalty: 4494.730469
	Iteration 1F: 3 clusters Score -973525.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -974013.687500 Penalty: 4494.730469
	Iteration 2F: 3 clusters Score -974013.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -974533.062500 Penalty: 4494.730469
	Iteration 3F: 3 clusters Score -974533.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -975092.250000 Penalty: 4494.730469
	Iteration 4F: 3 clusters Score -975092.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -975620.000000 Penalty: 4494.730469
	Iteration 5F: 3 clusters Score -975620 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -976047.000000 Penalty: 4494.730469
	Iteration 6F: 3 clusters Score -976047 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -976352.687500 Penalty: 4494.730469
	Iteration 7Q: 3 clusters Score -976352.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -976519.687500 Penalty: 4494.730469
	Iteration 8Q: 3 clusters Score -976519.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -976614.500000 Penalty: 4494.730469
	Iteration 9Q: 3 clusters Score -976614.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -976672.000000 Penalty: 4494.730469
	Iteration 10Q: 3 clusters Score -976672 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -976714.125000 Penalty: 4494.730469
	Iteration 11Q: 3 clusters Score -976714.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -976740.562500 Penalty: 4494.730469
	Iteration 12Q: 3 clusters Score -976740.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -976767.062500 Penalty: 4494.730469
	Iteration 13Q: 3 clusters Score -976767.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -976781.875000 Penalty: 4494.730469
	Iteration 14Q: 3 clusters Score -976781.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -976792.875000 Penalty: 4494.730469
	Iteration 15Q: 3 clusters Score -976792.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -976801.562500 Penalty: 4494.730469
	Iteration 16Q: 3 clusters Score -976801.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -976807.875000 Penalty: 4494.730469
	Iteration 17Q: 3 clusters Score -976807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -976813.750000 Penalty: 4494.730469
	Iteration 18Q: 3 clusters Score -976813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -976818.125000 Penalty: 4494.730469
	Iteration 19Q: 3 clusters Score -976818.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -976821.187500 Penalty: 4494.730469
	Iteration 20F: 3 clusters Score -976821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -976825.625000 Penalty: 4494.730469
	Iteration 21Q: 3 clusters Score -976825.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -976832.000000 Penalty: 4494.730469
	Iteration 22Q: 3 clusters Score -976832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -976837.500000 Penalty: 4494.730469
	Iteration 23Q: 3 clusters Score -976837.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -976842.250000 Penalty: 4494.730469
	Iteration 24Q: 3 clusters Score -976842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -976850.687500 Penalty: 4494.730469
	Iteration 25Q: 3 clusters Score -976850.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -976853.500000 Penalty: 4494.730469
	Iteration 26Q: 3 clusters Score -976853.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -976858.687500 Penalty: 4494.730469
	Iteration 27Q: 3 clusters Score -976858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -976862.437500 Penalty: 4494.730469
	Iteration 28Q: 3 clusters Score -976862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -976868.375000 Penalty: 4494.730469
	Iteration 29Q: 3 clusters Score -976868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -976869.375000 Penalty: 4494.730469
	Iteration 30Q: 3 clusters Score -976869.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -976874.562500 Penalty: 4494.730469
	Iteration 31Q: 3 clusters Score -976874.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -976878.437500 Penalty: 4494.730469
	Iteration 32Q: 3 clusters Score -976878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -976882.125000 Penalty: 4494.730469
	Iteration 33Q: 3 clusters Score -976882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -976885.937500 Penalty: 4494.730469
	Iteration 34Q: 3 clusters Score -976885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -976887.125000 Penalty: 4494.730469
	Iteration 35Q: 3 clusters Score -976887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -976890.625000 Penalty: 4494.730469
	Iteration 36Q: 3 clusters Score -976890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -976893.375000 Penalty: 4494.730469
	Iteration 37Q: 3 clusters Score -976893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -976897.937500 Penalty: 4494.730469
	Iteration 38Q: 3 clusters Score -976897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -976900.187500 Penalty: 4494.730469
	Iteration 39Q: 3 clusters Score -976900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -976900.812500 Penalty: 4494.730469
	Iteration 40F: 3 clusters Score -976900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -976900.687500 Penalty: 4494.730469
	Iteration 41Q: 3 clusters Score -976900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -976900.625000 Penalty: 4494.730469
	Iteration 42Q: 3 clusters Score -976900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -976904.187500 Penalty: 4494.730469
	Iteration 43Q: 3 clusters Score -976904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -976904.562500 Penalty: 4494.730469
	Iteration 44Q: 3 clusters Score -976904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -976906.375000 Penalty: 4494.730469
	Iteration 45Q: 3 clusters Score -976906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -976908.312500 Penalty: 4494.730469
	Iteration 46Q: 3 clusters Score -976908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -976910.687500 Penalty: 4494.730469
	Iteration 47Q: 3 clusters Score -976910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -976911.812500 Penalty: 4494.730469
	Iteration 48Q: 3 clusters Score -976911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -976910.625000 Penalty: 4494.730469
	Iteration 49Q: 3 clusters Score -976910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -976912.437500 Penalty: 4494.730469
	Iteration 50Q: 3 clusters Score -976912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -976916.812500 Penalty: 4494.730469
	Iteration 51Q: 3 clusters Score -976916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -976920.562500 Penalty: 4494.730469
	Iteration 52Q: 3 clusters Score -976920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -976925.500000 Penalty: 4494.730469
	Iteration 53Q: 3 clusters Score -976925.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -976926.500000 Penalty: 4494.730469
	Iteration 54Q: 3 clusters Score -976926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -976930.562500 Penalty: 4494.730469
	Iteration 55Q: 3 clusters Score -976930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -976934.812500 Penalty: 4494.730469
	Iteration 56Q: 3 clusters Score -976934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -976938.687500 Penalty: 4494.730469
	Iteration 57Q: 3 clusters Score -976938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -976939.750000 Penalty: 4494.730469
	Iteration 58Q: 3 clusters Score -976939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -976942.125000 Penalty: 4494.730469
	Iteration 59Q: 3 clusters Score -976942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -976943.937500 Penalty: 4494.730469
	Iteration 60F: 3 clusters Score -976943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -976946.062500 Penalty: 4494.730469
	Iteration 61Q: 3 clusters Score -976946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -976946.062500 Penalty: 4494.730469
	Iteration 62F: 3 clusters Score -976946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Entering Unmasked Estep 
Score: -3356227.000000 Penalty: 2540.852783
	Iteration 0F: 2 clusters Score -3356227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3336892.750000 Penalty: 5081.705566
	Iteration 0F: 3 clusters Score -3336893 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3343682.500000 Penalty: 5081.705566
	Iteration 1F: 3 clusters Score -3343682 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3344184.500000 Penalty: 5081.705566
	Iteration 2Q: 3 clusters Score -3344184 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3344751.000000 Penalty: 5081.705566
	Iteration 3Q: 3 clusters Score -3344751 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3345361.500000 Penalty: 5081.705566
	Iteration 4Q: 3 clusters Score -3345362 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3346031.250000 Penalty: 5081.705566
	Iteration 5Q: 3 clusters Score -3346031 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3346777.750000 Penalty: 5081.705566
	Iteration 6F: 3 clusters Score -3346778 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3347728.250000 Penalty: 5081.705566
	Iteration 7F: 3 clusters Score -3347728 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3348767.250000 Penalty: 5081.705566
	Iteration 8F: 3 clusters Score -3348767 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3349931.000000 Penalty: 5081.705566
	Iteration 9F: 3 clusters Score -3349931 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3351115.750000 Penalty: 5081.705566
	Iteration 10F: 3 clusters Score -3351116 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3351901.000000 Penalty: 5081.705566
	Iteration 11Q: 3 clusters Score -3351901 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3352281.500000 Penalty: 5081.705566
	Iteration 12Q: 3 clusters Score -3352282 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3352510.500000 Penalty: 5081.705566
	Iteration 13Q: 3 clusters Score -3352510 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3352649.500000 Penalty: 5081.705566
	Iteration 14Q: 3 clusters Score -3352650 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3352751.000000 Penalty: 5081.705566
	Iteration 15Q: 3 clusters Score -3352751 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3352869.500000 Penalty: 5081.705566
	Iteration 16Q: 3 clusters Score -3352870 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3352984.750000 Penalty: 5081.705566
	Iteration 17Q: 3 clusters Score -3352985 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3353049.000000 Penalty: 5081.705566
	Iteration 18Q: 3 clusters Score -3353049 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3353137.500000 Penalty: 5081.705566
	Iteration 19Q: 3 clusters Score -3353138 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3353197.000000 Penalty: 5081.705566
	Iteration 20F: 3 clusters Score -3353197 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3353273.250000 Penalty: 5081.705566
	Iteration 21Q: 3 clusters Score -3353273 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3353340.750000 Penalty: 5081.705566
	Iteration 22Q: 3 clusters Score -3353341 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3353394.500000 Penalty: 5081.705566
	Iteration 23Q: 3 clusters Score -3353394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3353447.500000 Penalty: 5081.705566
	Iteration 24Q: 3 clusters Score -3353448 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3353521.000000 Penalty: 5081.705566
	Iteration 25Q: 3 clusters Score -3353521 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3353581.500000 Penalty: 5081.705566
	Iteration 26Q: 3 clusters Score -3353582 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3353642.500000 Penalty: 5081.705566
	Iteration 27Q: 3 clusters Score -3353642 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3353703.750000 Penalty: 5081.705566
	Iteration 28Q: 3 clusters Score -3353704 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3353753.500000 Penalty: 5081.705566
	Iteration 29Q: 3 clusters Score -3353754 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3353790.000000 Penalty: 5081.705566
	Iteration 30Q: 3 clusters Score -3353790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3353817.750000 Penalty: 5081.705566
	Iteration 31Q: 3 clusters Score -3353818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3353833.250000 Penalty: 5081.705566
	Iteration 32Q: 3 clusters Score -3353833 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3353863.250000 Penalty: 5081.705566
	Iteration 33Q: 3 clusters Score -3353863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3353878.000000 Penalty: 5081.705566
	Iteration 34Q: 3 clusters Score -3353878 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3353900.250000 Penalty: 5081.705566
	Iteration 35Q: 3 clusters Score -3353900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3353926.500000 Penalty: 5081.705566
	Iteration 36Q: 3 clusters Score -3353926 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3353939.750000 Penalty: 5081.705566
	Iteration 37Q: 3 clusters Score -3353940 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3353961.250000 Penalty: 5081.705566
	Iteration 38Q: 3 clusters Score -3353961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3353982.750000 Penalty: 5081.705566
	Iteration 39Q: 3 clusters Score -3353983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3353988.750000 Penalty: 5081.705566
	Iteration 40F: 3 clusters Score -3353989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3354024.000000 Penalty: 5081.705566
	Iteration 41Q: 3 clusters Score -3354024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3354030.250000 Penalty: 5081.705566
	Iteration 42Q: 3 clusters Score -3354030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3354042.750000 Penalty: 5081.705566
	Iteration 43Q: 3 clusters Score -3354043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3354065.000000 Penalty: 5081.705566
	Iteration 44Q: 3 clusters Score -3354065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3354070.500000 Penalty: 5081.705566
	Iteration 45Q: 3 clusters Score -3354070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3354076.250000 Penalty: 5081.705566
	Iteration 46Q: 3 clusters Score -3354076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3354081.000000 Penalty: 5081.705566
	Iteration 47Q: 3 clusters Score -3354081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3354084.250000 Penalty: 5081.705566
	Iteration 48Q: 3 clusters Score -3354084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3354089.250000 Penalty: 5081.705566
	Iteration 49Q: 3 clusters Score -3354089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3354085.750000 Penalty: 5081.705566
	Iteration 50Q: 3 clusters Score -3354086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3354110.000000 Penalty: 5081.705566
	Iteration 51Q: 3 clusters Score -3354110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3354117.250000 Penalty: 5081.705566
	Iteration 52Q: 3 clusters Score -3354117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3354117.750000 Penalty: 5081.705566
	Iteration 53Q: 3 clusters Score -3354118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3354132.000000 Penalty: 5081.705566
	Iteration 54Q: 3 clusters Score -3354132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3354139.250000 Penalty: 5081.705566
	Iteration 55Q: 3 clusters Score -3354139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3354141.750000 Penalty: 5081.705566
	Iteration 56Q: 3 clusters Score -3354142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3354155.250000 Penalty: 5081.705566
	Iteration 57Q: 3 clusters Score -3354155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3354160.000000 Penalty: 5081.705566
	Iteration 58Q: 3 clusters Score -3354160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3354175.500000 Penalty: 5081.705566
	Iteration 59Q: 3 clusters Score -3354176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3354182.750000 Penalty: 5081.705566
	Iteration 60F: 3 clusters Score -3354183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3354199.500000 Penalty: 5081.705566
	Iteration 61Q: 3 clusters Score -3354200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3354208.000000 Penalty: 5081.705566
	Iteration 62Q: 3 clusters Score -3354208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3354207.750000 Penalty: 5081.705566
	Iteration 63Q: 3 clusters Score -3354208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3354215.750000 Penalty: 5081.705566
	Iteration 64Q: 3 clusters Score -3354216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3354222.250000 Penalty: 5081.705566
	Iteration 65Q: 3 clusters Score -3354222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3354234.000000 Penalty: 5081.705566
	Iteration 66Q: 3 clusters Score -3354234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3354241.250000 Penalty: 5081.705566
	Iteration 67Q: 3 clusters Score -3354241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3354255.000000 Penalty: 5081.705566
	Iteration 68Q: 3 clusters Score -3354255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3354261.750000 Penalty: 5081.705566
	Iteration 69Q: 3 clusters Score -3354262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3354259.750000 Penalty: 5081.705566
	Iteration 70Q: 3 clusters Score -3354260 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3354268.250000 Penalty: 5081.705566
	Iteration 71Q: 3 clusters Score -3354268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3354265.750000 Penalty: 5081.705566
	Iteration 72Q: 3 clusters Score -3354266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3354264.500000 Penalty: 5081.705566
	Iteration 73Q: 3 clusters Score -3354264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3354272.500000 Penalty: 5081.705566
	Iteration 74Q: 3 clusters Score -3354272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3354275.500000 Penalty: 5081.705566
	Iteration 75Q: 3 clusters Score -3354276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3354278.250000 Penalty: 5081.705566
	Iteration 76Q: 3 clusters Score -3354278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3354289.750000 Penalty: 5081.705566
	Iteration 77Q: 3 clusters Score -3354290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3354289.500000 Penalty: 5081.705566
	Iteration 78Q: 3 clusters Score -3354290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3354290.500000 Penalty: 5081.705566
	Iteration 79Q: 3 clusters Score -3354290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3354292.750000 Penalty: 5081.705566
	Iteration 80F: 3 clusters Score -3354293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3354290.000000 Penalty: 5081.705566
	Iteration 81Q: 3 clusters Score -3354290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3354295.500000 Penalty: 5081.705566
	Iteration 82Q: 3 clusters Score -3354296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3354294.000000 Penalty: 5081.705566
	Iteration 83Q: 3 clusters Score -3354294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3354299.500000 Penalty: 5081.705566
	Iteration 84Q: 3 clusters Score -3354300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3354297.750000 Penalty: 5081.705566
	Iteration 85Q: 3 clusters Score -3354298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3354293.000000 Penalty: 5081.705566
	Iteration 86Q: 3 clusters Score -3354293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3354301.750000 Penalty: 5081.705566
	Iteration 87Q: 3 clusters Score -3354302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3354313.500000 Penalty: 5081.705566
	Iteration 88Q: 3 clusters Score -3354314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3354315.250000 Penalty: 5081.705566
	Iteration 89Q: 3 clusters Score -3354315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3354307.750000 Penalty: 5081.705566
	Iteration 90Q: 3 clusters Score -3354308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3354321.750000 Penalty: 5081.705566
	Iteration 91Q: 3 clusters Score -3354322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3354322.500000 Penalty: 5081.705566
	Iteration 92Q: 3 clusters Score -3354322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3354329.250000 Penalty: 5081.705566
	Iteration 93Q: 3 clusters Score -3354329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3354333.500000 Penalty: 5081.705566
	Iteration 94Q: 3 clusters Score -3354334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3354334.250000 Penalty: 5081.705566
	Iteration 95Q: 3 clusters Score -3354334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3354330.000000 Penalty: 5081.705566
	Iteration 96Q: 3 clusters Score -3354330 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3354331.500000 Penalty: 5081.705566
	Iteration 97Q: 3 clusters Score -3354332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3354336.500000 Penalty: 5081.705566
	Iteration 98Q: 3 clusters Score -3354336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3354345.250000 Penalty: 5081.705566
	Iteration 99Q: 3 clusters Score -3354345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3354349.750000 Penalty: 5081.705566
	Iteration 100F: 3 clusters Score -3354350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3354358.250000 Penalty: 5081.705566
	Iteration 101Q: 3 clusters Score -3354358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3354349.750000 Penalty: 5081.705566
	Iteration 102Q: 3 clusters Score -3354350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3354355.750000 Penalty: 5081.705566
	Iteration 103Q: 3 clusters Score -3354356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3354360.500000 Penalty: 5081.705566
	Iteration 104Q: 3 clusters Score -3354360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3354367.250000 Penalty: 5081.705566
	Iteration 105Q: 3 clusters Score -3354367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3354364.000000 Penalty: 5081.705566
	Iteration 106Q: 3 clusters Score -3354364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3354365.250000 Penalty: 5081.705566
	Iteration 107Q: 3 clusters Score -3354365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3354369.250000 Penalty: 5081.705566
	Iteration 108Q: 3 clusters Score -3354369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3354374.250000 Penalty: 5081.705566
	Iteration 109Q: 3 clusters Score -3354374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3354374.250000 Penalty: 5081.705566
	Iteration 110Q: 3 clusters Score -3354374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3354375.000000 Penalty: 5081.705566
	Iteration 111Q: 3 clusters Score -3354375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3354373.750000 Penalty: 5081.705566
	Iteration 112Q: 3 clusters Score -3354374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3354374.750000 Penalty: 5081.705566
	Iteration 113Q: 3 clusters Score -3354375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3354374.000000 Penalty: 5081.705566
	Iteration 114Q: 3 clusters Score -3354374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3354375.500000 Penalty: 5081.705566
	Iteration 115Q: 3 clusters Score -3354376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3354370.750000 Penalty: 5081.705566
	Iteration 116Q: 3 clusters Score -3354371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3354370.750000 Penalty: 5081.705566
	Iteration 117F: 3 clusters Score -3354371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -897241.000000 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -897241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -890693.187500 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -890693.2 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -892569.312500 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -892569.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -892930.437500 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -892930.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -893208.000000 Penalty: 4473.032227
	Iteration 3F: 3 clusters Score -893208 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -893447.375000 Penalty: 4473.032227
	Iteration 4F: 3 clusters Score -893447.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -893660.437500 Penalty: 4473.032227
	Iteration 5Q: 3 clusters Score -893660.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -893891.062500 Penalty: 4473.032227
	Iteration 6Q: 3 clusters Score -893891.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -894153.625000 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -894153.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -894434.875000 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -894434.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -894686.750000 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -894686.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -894898.062500 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -894898.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -895069.812500 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -895069.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -895206.562500 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -895206.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -895320.312500 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -895320.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -895393.625000 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -895393.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -895464.437500 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -895464.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -895509.125000 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -895509.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -895548.375000 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -895548.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -895584.125000 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -895584.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -895614.062500 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -895614.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -895641.875000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -895641.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -895671.687500 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -895671.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -895707.562500 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -895707.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -895747.812500 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -895747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -895779.250000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -895779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -895800.312500 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -895800.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -895816.937500 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -895816.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -895828.625000 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -895828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -895834.625000 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -895834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -895839.125000 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -895839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -895841.125000 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -895841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -895841.375000 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -895841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -895842.312500 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -895842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -895844.250000 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -895844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -895845.875000 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -895845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -895846.312500 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -895846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -895847.250000 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -895847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -895849.250000 Penalty: 4473.032227
	Iteration 37Q: 3 clusters Score -895849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -895849.250000 Penalty: 4473.032227
	Iteration 38F: 3 clusters Score -895849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 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 614 members 
Entering Unmasked Estep 
Score: -137546.421875 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137546.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137889.812500 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137889.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138060.703125 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138060.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138182.921875 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -138182.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138319.781250 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -138319.8 nChanged 56
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: -138409.140625 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138409.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138480.765625 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138480.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -138551.312500 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138551.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -138629.781250 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138629.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -138690.109375 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138690.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -138730.125000 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138749.000000 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -138769.765625 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -138784.218750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138798.546875 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138808.671875 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138813.312500 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -138815.296875 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -138818.437500 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -138823.546875 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138826.156250 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -138828.796875 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -138830.281250 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -138830.281250 Penalty: 3523.655518
	Iteration 23F: 3 clusters Score -138830.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 409 members 
Entering Unmasked Estep 
Score: -80297.210938 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80297.21 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80651.367188 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80651.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80868.789062 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80868.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81047.937500 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -81047.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81162.742188 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -81162.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81230.070312 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81230.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81262.593750 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81262.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81298.304688 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81318.484375 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81318.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81331.351562 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81331.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81349.007812 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81349.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81359.703125 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81367.804688 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81372.734375 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81372.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81376.546875 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81376.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81379.632812 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81379.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81382.343750 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81382.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81382.343750 Penalty: 3331.430908
	Iteration 17F: 3 clusters Score -81382.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -826846.937500 Penalty: 2200.585449
	Iteration 0F: 2 clusters Score -826846.9 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 3507 members 
Entering Unmasked Estep 
Score: -820985.875000 Penalty: 4401.170898
	Iteration 0F: 3 clusters Score -820985.9 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -822458.937500 Penalty: 4401.170898
	Iteration 1F: 3 clusters Score -822458.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -822699.812500 Penalty: 4401.170898
	Iteration 2F: 3 clusters Score -822699.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -822867.000000 Penalty: 4401.170898
	Iteration 3Q: 3 clusters Score -822867 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -823003.125000 Penalty: 4401.170898
	Iteration 4Q: 3 clusters Score -823003.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -823126.437500 Penalty: 4401.170898
	Iteration 5Q: 3 clusters Score -823126.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -823228.312500 Penalty: 4401.170898
	Iteration 6Q: 3 clusters Score -823228.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -823340.187500 Penalty: 4401.170898
	Iteration 7Q: 3 clusters Score -823340.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -823480.187500 Penalty: 4401.170898
	Iteration 8Q: 3 clusters Score -823480.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -823627.125000 Penalty: 4401.170898
	Iteration 9Q: 3 clusters Score -823627.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -823786.875000 Penalty: 4401.170898
	Iteration 10Q: 3 clusters Score -823786.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -823952.875000 Penalty: 4401.170898
	Iteration 11Q: 3 clusters Score -823952.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -824116.437500 Penalty: 4401.170898
	Iteration 12Q: 3 clusters Score -824116.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -824276.312500 Penalty: 4401.170898
	Iteration 13Q: 3 clusters Score -824276.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -824410.437500 Penalty: 4401.170898
	Iteration 14Q: 3 clusters Score -824410.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -824516.250000 Penalty: 4401.170898
	Iteration 15Q: 3 clusters Score -824516.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -824591.937500 Penalty: 4401.170898
	Iteration 16Q: 3 clusters Score -824591.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -824649.687500 Penalty: 4401.170898
	Iteration 17Q: 3 clusters Score -824649.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -824696.937500 Penalty: 4401.170898
	Iteration 18Q: 3 clusters Score -824696.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -824728.687500 Penalty: 4401.170898
	Iteration 19Q: 3 clusters Score -824728.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -824749.687500 Penalty: 4401.170898
	Iteration 20F: 3 clusters Score -824749.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -824769.625000 Penalty: 4401.170898
	Iteration 21Q: 3 clusters Score -824769.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -824787.312500 Penalty: 4401.170898
	Iteration 22Q: 3 clusters Score -824787.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -824798.312500 Penalty: 4401.170898
	Iteration 23Q: 3 clusters Score -824798.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -824810.625000 Penalty: 4401.170898
	Iteration 24Q: 3 clusters Score -824810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -824820.062500 Penalty: 4401.170898
	Iteration 25Q: 3 clusters Score -824820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -824825.125000 Penalty: 4401.170898
	Iteration 26Q: 3 clusters Score -824825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -824830.375000 Penalty: 4401.170898
	Iteration 27Q: 3 clusters Score -824830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -824838.187500 Penalty: 4401.170898
	Iteration 28Q: 3 clusters Score -824838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -824840.437500 Penalty: 4401.170898
	Iteration 29Q: 3 clusters Score -824840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -824843.562500 Penalty: 4401.170898
	Iteration 30Q: 3 clusters Score -824843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -824843.562500 Penalty: 4401.170898
	Iteration 31F: 3 clusters Score -824843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -388344.687500 Penalty: 2024.445312
	Iteration 0F: 2 clusters Score -388344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -384728.281250 Penalty: 4048.890625
	Iteration 0F: 3 clusters Score -384728.3 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -385623.875000 Penalty: 4048.890625
	Iteration 1F: 3 clusters Score -385623.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -385908.656250 Penalty: 4048.890625
	Iteration 2F: 3 clusters Score -385908.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -386140.718750 Penalty: 4048.890625
	Iteration 3F: 3 clusters Score -386140.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -386414.250000 Penalty: 4048.890625
	Iteration 4F: 3 clusters Score -386414.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -386695.343750 Penalty: 4048.890625
	Iteration 5F: 3 clusters Score -386695.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -386988.718750 Penalty: 4048.890625
	Iteration 6F: 3 clusters Score -386988.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -387144.343750 Penalty: 4048.890625
	Iteration 7Q: 3 clusters Score -387144.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -387221.937500 Penalty: 4048.890625
	Iteration 8Q: 3 clusters Score -387221.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -387274.250000 Penalty: 4048.890625
	Iteration 9Q: 3 clusters Score -387274.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -387313.937500 Penalty: 4048.890625
	Iteration 10Q: 3 clusters Score -387313.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -387347.468750 Penalty: 4048.890625
	Iteration 11Q: 3 clusters Score -387347.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -387382.781250 Penalty: 4048.890625
	Iteration 12Q: 3 clusters Score -387382.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -387411.375000 Penalty: 4048.890625
	Iteration 13Q: 3 clusters Score -387411.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -387426.343750 Penalty: 4048.890625
	Iteration 14Q: 3 clusters Score -387426.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -387436.312500 Penalty: 4048.890625
	Iteration 15Q: 3 clusters Score -387436.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -387445.000000 Penalty: 4048.890625
	Iteration 16Q: 3 clusters Score -387445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -387457.437500 Penalty: 4048.890625
	Iteration 17Q: 3 clusters Score -387457.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -387475.531250 Penalty: 4048.890625
	Iteration 18Q: 3 clusters Score -387475.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -387487.218750 Penalty: 4048.890625
	Iteration 19Q: 3 clusters Score -387487.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -387497.812500 Penalty: 4048.890625
	Iteration 20F: 3 clusters Score -387497.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -387507.343750 Penalty: 4048.890625
	Iteration 21Q: 3 clusters Score -387507.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -387516.875000 Penalty: 4048.890625
	Iteration 22Q: 3 clusters Score -387516.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -387533.281250 Penalty: 4048.890625
	Iteration 23Q: 3 clusters Score -387533.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -387546.593750 Penalty: 4048.890625
	Iteration 24Q: 3 clusters Score -387546.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -387554.625000 Penalty: 4048.890625
	Iteration 25Q: 3 clusters Score -387554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -387559.187500 Penalty: 4048.890625
	Iteration 26Q: 3 clusters Score -387559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -387562.875000 Penalty: 4048.890625
	Iteration 27Q: 3 clusters Score -387562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -387565.875000 Penalty: 4048.890625
	Iteration 28Q: 3 clusters Score -387565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -387570.562500 Penalty: 4048.890625
	Iteration 29Q: 3 clusters Score -387570.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -387577.250000 Penalty: 4048.890625
	Iteration 30Q: 3 clusters Score -387577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -387584.625000 Penalty: 4048.890625
	Iteration 31Q: 3 clusters Score -387584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -387587.406250 Penalty: 4048.890625
	Iteration 32Q: 3 clusters Score -387587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -387589.656250 Penalty: 4048.890625
	Iteration 33Q: 3 clusters Score -387589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -387590.812500 Penalty: 4048.890625
	Iteration 34Q: 3 clusters Score -387590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -387593.343750 Penalty: 4048.890625
	Iteration 35Q: 3 clusters Score -387593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -387596.187500 Penalty: 4048.890625
	Iteration 36Q: 3 clusters Score -387596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -387598.625000 Penalty: 4048.890625
	Iteration 37Q: 3 clusters Score -387598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -387600.500000 Penalty: 4048.890625
	Iteration 38Q: 3 clusters Score -387600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -387602.781250 Penalty: 4048.890625
	Iteration 39Q: 3 clusters Score -387602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -387603.468750 Penalty: 4048.890625
	Iteration 40F: 3 clusters Score -387603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -387606.687500 Penalty: 4048.890625
	Iteration 41Q: 3 clusters Score -387606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -387609.500000 Penalty: 4048.890625
	Iteration 42Q: 3 clusters Score -387609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -387611.093750 Penalty: 4048.890625
	Iteration 43Q: 3 clusters Score -387611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -387614.093750 Penalty: 4048.890625
	Iteration 44Q: 3 clusters Score -387614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -387617.156250 Penalty: 4048.890625
	Iteration 45Q: 3 clusters Score -387617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -387619.625000 Penalty: 4048.890625
	Iteration 46Q: 3 clusters Score -387619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -387621.812500 Penalty: 4048.890625
	Iteration 47Q: 3 clusters Score -387621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -387622.593750 Penalty: 4048.890625
	Iteration 48Q: 3 clusters Score -387622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -387622.750000 Penalty: 4048.890625
	Iteration 49Q: 3 clusters Score -387622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -387622.750000 Penalty: 4048.890625
	Iteration 50F: 3 clusters Score -387622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -655705.875000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -655705.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -650578.437500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -650578.4 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -651949.062500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -651949.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -652229.187500 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -652229.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -652451.812500 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -652451.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -652672.875000 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -652672.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -652949.750000 Penalty: 4308.217773
	Iteration 5F: 3 clusters Score -652949.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -653199.562500 Penalty: 4308.217773
	Iteration 6F: 3 clusters Score -653199.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -653463.750000 Penalty: 4308.217773
	Iteration 7F: 3 clusters Score -653463.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -653676.500000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -653676.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -653847.375000 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -653847.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -653961.125000 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -653961.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -654057.625000 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -654057.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -654140.437500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -654140.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -654197.062500 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -654197.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -654233.375000 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -654233.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -654261.875000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -654261.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -654286.562500 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -654286.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -654308.437500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -654308.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -654329.000000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -654329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -654351.750000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -654351.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -654374.812500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -654374.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -654394.000000 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -654394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -654407.812500 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -654407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -654419.687500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -654419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -654423.312500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -654423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -654426.750000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -654426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -654428.562500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -654428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -654428.562500 Penalty: 4308.217773
	Iteration 27F: 3 clusters Score -654428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127980.156250 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127980.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128279.250000 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128279.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128365.195312 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128365.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128403.859375 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128430.179688 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128442.968750 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128451.601562 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128461.148438 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128470.367188 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128475.296875 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128475.953125 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128475.953125 Penalty: 3495.568604
	Iteration 11F: 3 clusters Score -128476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -417312.125000 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -417312.1 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 1928 members 
Entering Unmasked Estep 
Score: -413633.062500 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -413633.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -415025.000000 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -415025 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -416075.500000 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -416075.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -416719.250000 Penalty: 4091.789551
	Iteration 3F: 3 clusters Score -416719.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -416990.718750 Penalty: 4091.789551
	Iteration 4F: 3 clusters Score -416990.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -417090.343750 Penalty: 4091.789551
	Iteration 5Q: 3 clusters Score -417090.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -417130.718750 Penalty: 4091.789551
	Iteration 6Q: 3 clusters Score -417130.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -417144.125000 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -417144.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -417153.062500 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -417153.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -417158.062500 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -417158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -417160.531250 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -417160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -417161.625000 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -417161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -417165.312500 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -417165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -417165.250000 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -417165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -417165.968750 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -417166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -417165.968750 Penalty: 4091.789551
	Iteration 15F: 3 clusters Score -417166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 487 members 
Entering Unmasked Estep 
Score: -90469.906250 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90469.91 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -91230.726562 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -91230.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -91750.453125 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91750.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -91958.937500 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91958.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -92101.804688 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -92101.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92178.734375 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -92178.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92250.976562 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92250.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -92313.781250 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92313.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92403.117188 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92403.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92594.437500 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92594.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92892.539062 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92892.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93014.867188 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -93014.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93061.265625 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -93061.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93061.265625 Penalty: 3398.712158
	Iteration 13F: 3 clusters Score -93061.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203158 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 146718 members 
Mstep: Class 7 contains 74585 members 
Mstep: Class 8 contains 42923 members 
Mstep: Class 9 contains 76533 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51653 members 
Mstep: Class 13 contains 312440 members 
Mstep: Class 14 contains 53854 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 215866 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 18914 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 38162 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 28152 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7139 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 264 members 
Mstep: Class 32 contains 682 members 
Mstep: Class 33 contains 202953 members 
Entering Unmasked Estep 
Score: -184006912.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -184007568.000000 to -184006912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (202953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Entering Unmasked Estep 
Score: -23897816.000000 Penalty: 3030.740967
	Iteration 0F: 2 clusters Score -2.389782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -23765916.000000 Penalty: 6061.481934
	Iteration 0F: 3 clusters Score -2.376592e+07 nChanged 97477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -23824470.000000 Penalty: 6061.481934
	Iteration 1F: 3 clusters Score -2.382447e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113778 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -23826672.000000 Penalty: 6061.481934
	Iteration 2Q: 3 clusters Score -2.382667e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -23830502.000000 Penalty: 6061.481934
	Iteration 3Q: 3 clusters Score -2.38305e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -23836800.000000 Penalty: 6061.481934
	Iteration 4F: 3 clusters Score -2.38368e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -23846228.000000 Penalty: 6061.481934
	Iteration 5F: 3 clusters Score -2.384623e+07 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -23858784.000000 Penalty: 6061.481934
	Iteration 6F: 3 clusters Score -2.385878e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -23871224.000000 Penalty: 6061.481934
	Iteration 7F: 3 clusters Score -2.387122e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182507 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -23880930.000000 Penalty: 6061.481934
	Iteration 8F: 3 clusters Score -2.388093e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190556 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -23887362.000000 Penalty: 6061.481934
	Iteration 9Q: 3 clusters Score -2.388736e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195690 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -23891142.000000 Penalty: 6061.481934
	Iteration 10Q: 3 clusters Score -2.389114e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198603 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -23893014.000000 Penalty: 6061.481934
	Iteration 11Q: 3 clusters Score -2.389301e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200221 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23894126.000000 Penalty: 6061.481934
	Iteration 12Q: 3 clusters Score -2.389413e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23894640.000000 Penalty: 6061.481934
	Iteration 13Q: 3 clusters Score -2.389464e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201539 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23894978.000000 Penalty: 6061.481934
	Iteration 14Q: 3 clusters Score -2.389498e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201784 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23895182.000000 Penalty: 6061.481934
	Iteration 15Q: 3 clusters Score -2.389518e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201921 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -23895344.000000 Penalty: 6061.481934
	Iteration 16Q: 3 clusters Score -2.389534e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202002 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -23895426.000000 Penalty: 6061.481934
	Iteration 17Q: 3 clusters Score -2.389543e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202046 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -23895488.000000 Penalty: 6061.481934
	Iteration 18Q: 3 clusters Score -2.389549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202072 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -23895478.000000 Penalty: 6061.481934
	Iteration 19Q: 3 clusters Score -2.389548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -23895528.000000 Penalty: 6061.481934
	Iteration 20F: 3 clusters Score -2.389553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202116 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23895556.000000 Penalty: 6061.481934
	Iteration 21Q: 3 clusters Score -2.389556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202130 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23895576.000000 Penalty: 6061.481934
	Iteration 22Q: 3 clusters Score -2.389558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202147 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23895558.000000 Penalty: 6061.481934
	Iteration 23Q: 3 clusters Score -2.389556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202157 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23895556.000000 Penalty: 6061.481934
	Iteration 24Q: 3 clusters Score -2.389556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202158 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23895548.000000 Penalty: 6061.481934
	Iteration 25Q: 3 clusters Score -2.389555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -23895552.000000 Penalty: 6061.481934
	Iteration 26Q: 3 clusters Score -2.389555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23895544.000000 Penalty: 6061.481934
	Iteration 27Q: 3 clusters Score -2.389554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202171 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23895556.000000 Penalty: 6061.481934
	Iteration 28Q: 3 clusters Score -2.389556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202177 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -23895568.000000 Penalty: 6061.481934
	Iteration 29Q: 3 clusters Score -2.389557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202180 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23895584.000000 Penalty: 6061.481934
	Iteration 30Q: 3 clusters Score -2.389558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202185 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -23895582.000000 Penalty: 6061.481934
	Iteration 31Q: 3 clusters Score -2.389558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202192 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23895582.000000 Penalty: 6061.481934
	Iteration 32Q: 3 clusters Score -2.389558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202204 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23895586.000000 Penalty: 6061.481934
	Iteration 33Q: 3 clusters Score -2.389559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202215 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -23895578.000000 Penalty: 6061.481934
	Iteration 34Q: 3 clusters Score -2.389558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202223 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -23895588.000000 Penalty: 6061.481934
	Iteration 35Q: 3 clusters Score -2.389559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202226 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -23895582.000000 Penalty: 6061.481934
	Iteration 36Q: 3 clusters Score -2.389558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202227 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23895590.000000 Penalty: 6061.481934
	Iteration 37Q: 3 clusters Score -2.389559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202228 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -23895592.000000 Penalty: 6061.481934
	Iteration 38Q: 3 clusters Score -2.389559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202230 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23895594.000000 Penalty: 6061.481934
	Iteration 39Q: 3 clusters Score -2.389559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202232 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -23895590.000000 Penalty: 6061.481934
	Iteration 40F: 3 clusters Score -2.389559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202233 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -23895588.000000 Penalty: 6061.481934
	Iteration 41Q: 3 clusters Score -2.389559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202233 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -23895588.000000 Penalty: 6061.481934
	Iteration 42F: 3 clusters Score -2.389559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 203158 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 146718 members 
Mstep: Class 7 contains 74585 members 
Mstep: Class 8 contains 42923 members 
Mstep: Class 9 contains 76533 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51653 members 
Mstep: Class 13 contains 312440 members 
Mstep: Class 14 contains 53854 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 215866 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 18914 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 38162 members 
Mstep: Class 21 contains 8621 members 
Mstep: Class 22 contains 28152 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7139 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008080.000000 Penalty: 113423.679688
Iteration 239Q: 33 clusters Score -1.840081e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83998 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202739 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 148517 members 
Mstep: Class 7 contains 74408 members 
Mstep: Class 8 contains 42871 members 
Mstep: Class 9 contains 76594 members 
Mstep: Class 10 contains 11302 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51641 members 
Mstep: Class 13 contains 312159 members 
Mstep: Class 14 contains 53716 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 215538 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 18917 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 38116 members 
Mstep: Class 21 contains 8611 members 
Mstep: Class 22 contains 28027 members 
Mstep: Class 23 contains 8262 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008688.000000 Penalty: 113423.679688
Iteration 240F: 33 clusters Score -1.840087e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84002 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 202305 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 150336 members 
Mstep: Class 7 contains 74224 members 
Mstep: Class 8 contains 42794 members 
Mstep: Class 9 contains 76648 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51640 members 
Mstep: Class 13 contains 311966 members 
Mstep: Class 14 contains 53575 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 215171 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 20 contains 38049 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 27897 members 
Mstep: Class 23 contains 8276 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 5930 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009280.000000 Penalty: 113423.679688
Iteration 241Q: 33 clusters Score -1.840093e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 201733 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 152128 members 
Mstep: Class 7 contains 74059 members 
Mstep: Class 8 contains 42712 members 
Mstep: Class 9 contains 76693 members 
Mstep: Class 10 contains 11324 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51651 members 
Mstep: Class 13 contains 311975 members 
Mstep: Class 14 contains 53439 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 214779 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 27779 members 
Mstep: Class 23 contains 8276 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7055 members 
Mstep: Class 27 contains 3508 members 
Mstep: Class 28 contains 5939 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009984.000000 Penalty: 113423.679688
Iteration 242Q: 33 clusters Score -1.8401e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84000 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 201093 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 154012 members 
Mstep: Class 7 contains 73890 members 
Mstep: Class 8 contains 42637 members 
Mstep: Class 9 contains 76743 members 
Mstep: Class 10 contains 11345 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51638 members 
Mstep: Class 13 contains 312030 members 
Mstep: Class 14 contains 53302 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 214336 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18921 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 37866 members 
Mstep: Class 21 contains 8600 members 
Mstep: Class 22 contains 27645 members 
Mstep: Class 23 contains 8277 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7030 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 5946 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010688.000000 Penalty: 113423.679688
Iteration 243Q: 33 clusters Score -1.840107e+08 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84001 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 200439 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 155904 members 
Mstep: Class 7 contains 73712 members 
Mstep: Class 8 contains 42549 members 
Mstep: Class 9 contains 76799 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51648 members 
Mstep: Class 13 contains 312126 members 
Mstep: Class 14 contains 53146 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 213889 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 18916 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 37794 members 
Mstep: Class 21 contains 8595 members 
Mstep: Class 22 contains 27499 members 
Mstep: Class 23 contains 8277 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 7004 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 5952 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011216.000000 Penalty: 113423.679688
Iteration 244Q: 33 clusters Score -1.840112e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83990 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 199687 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 157891 members 
Mstep: Class 7 contains 73548 members 
Mstep: Class 8 contains 42474 members 
Mstep: Class 9 contains 76853 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51647 members 
Mstep: Class 13 contains 312169 members 
Mstep: Class 14 contains 53020 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 213408 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18913 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 37701 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 27382 members 
Mstep: Class 23 contains 8282 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6988 members 
Mstep: Class 27 contains 3515 members 
Mstep: Class 28 contains 5957 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011440.000000 Penalty: 113423.679688
Iteration 245Q: 33 clusters Score -1.840114e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83989 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 198910 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 159886 members 
Mstep: Class 7 contains 73361 members 
Mstep: Class 8 contains 42404 members 
Mstep: Class 9 contains 76885 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51638 members 
Mstep: Class 13 contains 312229 members 
Mstep: Class 14 contains 52894 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 212956 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 18918 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 37602 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 27283 members 
Mstep: Class 23 contains 8287 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6971 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 5963 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 201049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011584.000000 Penalty: 113423.679688
Iteration 246Q: 33 clusters Score -1.840116e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83984 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 197993 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 161912 members 
Mstep: Class 7 contains 73190 members 
Mstep: Class 8 contains 42341 members 
Mstep: Class 9 contains 76910 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51628 members 
Mstep: Class 13 contains 312470 members 
Mstep: Class 14 contains 52758 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 212435 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 18928 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 37508 members 
Mstep: Class 21 contains 8572 members 
Mstep: Class 22 contains 27163 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 5968 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011920.000000 Penalty: 113423.679688
Iteration 247Q: 33 clusters Score -1.840119e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83975 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 197062 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 163954 members 
Mstep: Class 7 contains 72996 members 
Mstep: Class 8 contains 42298 members 
Mstep: Class 9 contains 76930 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51631 members 
Mstep: Class 13 contains 312723 members 
Mstep: Class 14 contains 52624 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 211872 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 37400 members 
Mstep: Class 21 contains 8568 members 
Mstep: Class 22 contains 27056 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6935 members 
Mstep: Class 27 contains 3521 members 
Mstep: Class 28 contains 5972 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011984.000000 Penalty: 113423.679688
Iteration 248Q: 33 clusters Score -1.84012e+08 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83972 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 195973 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 166179 members 
Mstep: Class 7 contains 72812 members 
Mstep: Class 8 contains 42234 members 
Mstep: Class 9 contains 76925 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51637 members 
Mstep: Class 13 contains 312974 members 
Mstep: Class 14 contains 52492 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 211222 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 18935 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 20 contains 37311 members 
Mstep: Class 21 contains 8564 members 
Mstep: Class 22 contains 26948 members 
Mstep: Class 23 contains 8287 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6921 members 
Mstep: Class 27 contains 3522 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011728.000000 Penalty: 113423.679688
Iteration 249Q: 33 clusters Score -1.840117e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83967 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 194793 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 168404 members 
Mstep: Class 7 contains 72647 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 76923 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51649 members 
Mstep: Class 13 contains 313199 members 
Mstep: Class 14 contains 52378 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 210586 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 37226 members 
Mstep: Class 21 contains 8565 members 
Mstep: Class 22 contains 26821 members 
Mstep: Class 23 contains 8286 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 3521 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012112.000000 Penalty: 113423.679688
Iteration 250Q: 33 clusters Score -1.840121e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83958 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 193512 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 170745 members 
Mstep: Class 7 contains 72487 members 
Mstep: Class 8 contains 42087 members 
Mstep: Class 9 contains 76904 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51650 members 
Mstep: Class 13 contains 313462 members 
Mstep: Class 14 contains 52266 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 209930 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 18946 members 
Mstep: Class 19 contains 1793 members 
Mstep: Class 20 contains 37131 members 
Mstep: Class 21 contains 8563 members 
Mstep: Class 22 contains 26678 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011952.000000 Penalty: 113423.679688
Iteration 251Q: 33 clusters Score -1.84012e+08 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83952 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 192146 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 173129 members 
Mstep: Class 7 contains 72344 members 
Mstep: Class 8 contains 42006 members 
Mstep: Class 9 contains 76884 members 
Mstep: Class 10 contains 11458 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51652 members 
Mstep: Class 13 contains 313793 members 
Mstep: Class 14 contains 52174 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 209271 members 
Mstep: Class 17 contains 2569 members 
Mstep: Class 18 contains 18943 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 37019 members 
Mstep: Class 21 contains 8559 members 
Mstep: Class 22 contains 26547 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 3515 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011872.000000 Penalty: 113423.679688
Iteration 252Q: 33 clusters Score -1.840119e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83942 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 190675 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 175581 members 
Mstep: Class 7 contains 72215 members 
Mstep: Class 8 contains 41923 members 
Mstep: Class 9 contains 76862 members 
Mstep: Class 10 contains 11483 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51653 members 
Mstep: Class 13 contains 314108 members 
Mstep: Class 14 contains 52105 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 208594 members 
Mstep: Class 17 contains 2570 members 
Mstep: Class 18 contains 18967 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 36921 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 26418 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6868 members 
Mstep: Class 27 contains 3516 members 
Mstep: Class 28 contains 5996 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011664.000000 Penalty: 113423.679688
Iteration 253Q: 33 clusters Score -1.840117e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83934 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 189063 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 178046 members 
Mstep: Class 7 contains 72100 members 
Mstep: Class 8 contains 41851 members 
Mstep: Class 9 contains 76841 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51639 members 
Mstep: Class 13 contains 314506 members 
Mstep: Class 14 contains 52013 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 207986 members 
Mstep: Class 17 contains 2568 members 
Mstep: Class 18 contains 18971 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 20 contains 36828 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 6002 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011744.000000 Penalty: 113423.679688
Iteration 254Q: 33 clusters Score -1.840117e+08 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83931 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 187280 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 180564 members 
Mstep: Class 7 contains 71987 members 
Mstep: Class 8 contains 41766 members 
Mstep: Class 9 contains 76816 members 
Mstep: Class 10 contains 11544 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51626 members 
Mstep: Class 13 contains 314984 members 
Mstep: Class 14 contains 51918 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 207344 members 
Mstep: Class 17 contains 2567 members 
Mstep: Class 18 contains 18981 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 36726 members 
Mstep: Class 21 contains 8551 members 
Mstep: Class 22 contains 26197 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 6009 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011200.000000 Penalty: 113423.679688
Iteration 255Q: 33 clusters Score -1.840112e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83933 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 185314 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 183241 members 
Mstep: Class 7 contains 71883 members 
Mstep: Class 8 contains 41678 members 
Mstep: Class 9 contains 76763 members 
Mstep: Class 10 contains 11581 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 13 contains 315509 members 
Mstep: Class 14 contains 51843 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 206692 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 18992 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 36630 members 
Mstep: Class 21 contains 8542 members 
Mstep: Class 22 contains 26101 members 
Mstep: Class 23 contains 8342 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6821 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011024.000000 Penalty: 113423.679688
Iteration 256Q: 33 clusters Score -1.84011e+08 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83931 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 183136 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 186044 members 
Mstep: Class 7 contains 71764 members 
Mstep: Class 8 contains 41596 members 
Mstep: Class 9 contains 76728 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51604 members 
Mstep: Class 13 contains 316102 members 
Mstep: Class 14 contains 51784 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 206005 members 
Mstep: Class 17 contains 2563 members 
Mstep: Class 18 contains 18998 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 36540 members 
Mstep: Class 21 contains 8541 members 
Mstep: Class 22 contains 25985 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6801 members 
Mstep: Class 27 contains 3519 members 
Mstep: Class 28 contains 6022 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011600.000000 Penalty: 113423.679688
Iteration 257Q: 33 clusters Score -1.840116e+08 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83929 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 180823 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 188928 members 
Mstep: Class 7 contains 71672 members 
Mstep: Class 8 contains 41512 members 
Mstep: Class 9 contains 76687 members 
Mstep: Class 10 contains 11640 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51601 members 
Mstep: Class 13 contains 316666 members 
Mstep: Class 14 contains 51754 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 205326 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 19012 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 36439 members 
Mstep: Class 21 contains 8541 members 
Mstep: Class 22 contains 25875 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6781 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011264.000000 Penalty: 113423.679688
Iteration 258Q: 33 clusters Score -1.840113e+08 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83928 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 178351 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 191965 members 
Mstep: Class 7 contains 71607 members 
Mstep: Class 8 contains 41436 members 
Mstep: Class 9 contains 76647 members 
Mstep: Class 10 contains 11670 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51573 members 
Mstep: Class 13 contains 317231 members 
Mstep: Class 14 contains 51708 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 204676 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 19017 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 36326 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 25782 members 
Mstep: Class 23 contains 8382 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6762 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 6025 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010992.000000 Penalty: 113423.679688
Iteration 259Q: 33 clusters Score -1.84011e+08 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83935 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 175721 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 194994 members 
Mstep: Class 7 contains 71572 members 
Mstep: Class 8 contains 41354 members 
Mstep: Class 9 contains 76597 members 
Mstep: Class 10 contains 11691 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51553 members 
Mstep: Class 13 contains 317869 members 
Mstep: Class 14 contains 51684 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 204055 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 19029 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 36237 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 25697 members 
Mstep: Class 23 contains 8392 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6748 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 6027 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010336.000000 Penalty: 113423.679688
Iteration 260F: 33 clusters Score -1.840103e+08 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83937 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 172974 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 198086 members 
Mstep: Class 7 contains 71520 members 
Mstep: Class 8 contains 41268 members 
Mstep: Class 9 contains 76538 members 
Mstep: Class 10 contains 11718 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51565 members 
Mstep: Class 13 contains 318565 members 
Mstep: Class 14 contains 51675 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 203461 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 19037 members 
Mstep: Class 19 contains 1770 members 
Mstep: Class 20 contains 36151 members 
Mstep: Class 21 contains 8524 members 
Mstep: Class 22 contains 25585 members 
Mstep: Class 23 contains 8396 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6740 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 6031 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010080.000000 Penalty: 113423.679688
Iteration 261Q: 33 clusters Score -1.840101e+08 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83949 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 170062 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 201305 members 
Mstep: Class 7 contains 71487 members 
Mstep: Class 8 contains 41185 members 
Mstep: Class 9 contains 76475 members 
Mstep: Class 10 contains 11747 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51562 members 
Mstep: Class 13 contains 319179 members 
Mstep: Class 14 contains 51699 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 202846 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 36070 members 
Mstep: Class 21 contains 8523 members 
Mstep: Class 22 contains 25474 members 
Mstep: Class 23 contains 8404 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6727 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 6034 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009968.000000 Penalty: 113423.679688
Iteration 262Q: 33 clusters Score -1.8401e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83950 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 167219 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 204531 members 
Mstep: Class 7 contains 71449 members 
Mstep: Class 8 contains 41081 members 
Mstep: Class 9 contains 76419 members 
Mstep: Class 10 contains 11756 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51541 members 
Mstep: Class 13 contains 319806 members 
Mstep: Class 14 contains 51725 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 202231 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 19052 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 35969 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 25341 members 
Mstep: Class 23 contains 8410 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6725 members 
Mstep: Class 27 contains 3519 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199454 members 
Entering Unmasked Estep 
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Score: -184009888.000000 Penalty: 113423.679688
Iteration 263Q: 33 clusters Score -1.840099e+08 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83952 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 164326 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 207773 members 
Mstep: Class 7 contains 71424 members 
Mstep: Class 8 contains 40991 members 
Mstep: Class 9 contains 76347 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51529 members 
Mstep: Class 13 contains 320421 members 
Mstep: Class 14 contains 51748 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 201649 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 19060 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 35868 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 25207 members 
Mstep: Class 23 contains 8416 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6717 members 
Mstep: Class 27 contains 3517 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009184.000000 Penalty: 113423.679688
Iteration 264Q: 33 clusters Score -1.840092e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83962 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 161266 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 211087 members 
Mstep: Class 7 contains 71372 members 
Mstep: Class 8 contains 40918 members 
Mstep: Class 9 contains 76271 members 
Mstep: Class 10 contains 11788 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51541 members 
Mstep: Class 13 contains 321031 members 
Mstep: Class 14 contains 51801 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 201075 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19075 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 35766 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 25088 members 
Mstep: Class 23 contains 8422 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6699 members 
Mstep: Class 27 contains 3514 members 
Mstep: Class 28 contains 6041 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199504 members 
Entering Unmasked Estep 
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Iteration 265Q: 33 clusters Score -1.840088e+08 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83969 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 158043 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 214487 members 
Mstep: Class 7 contains 71321 members 
Mstep: Class 8 contains 40874 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 11789 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51561 members 
Mstep: Class 13 contains 321623 members 
Mstep: Class 14 contains 51865 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 200539 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19113 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 35663 members 
Mstep: Class 21 contains 8504 members 
Mstep: Class 22 contains 24953 members 
Mstep: Class 23 contains 8437 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6677 members 
Mstep: Class 27 contains 3512 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199530 members 
Entering Unmasked Estep 
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Iteration 266Q: 33 clusters Score -1.840083e+08 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83960 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 154697 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 217934 members 
Mstep: Class 7 contains 71321 members 
Mstep: Class 8 contains 40870 members 
Mstep: Class 9 contains 76160 members 
Mstep: Class 10 contains 11799 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51581 members 
Mstep: Class 13 contains 322086 members 
Mstep: Class 14 contains 51922 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 200039 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 19141 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 35564 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 24817 members 
Mstep: Class 23 contains 8433 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6667 members 
Mstep: Class 27 contains 3513 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199663 members 
Entering Unmasked Estep 
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Iteration 267Q: 33 clusters Score -1.840084e+08 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83956 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 151330 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 221330 members 
Mstep: Class 7 contains 71310 members 
Mstep: Class 8 contains 40889 members 
Mstep: Class 9 contains 76093 members 
Mstep: Class 10 contains 11809 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 322514 members 
Mstep: Class 14 contains 51981 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 199663 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19175 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 35454 members 
Mstep: Class 21 contains 8524 members 
Mstep: Class 22 contains 24690 members 
Mstep: Class 23 contains 8437 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 3515 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008320.000000 Penalty: 113423.679688
Iteration 268Q: 33 clusters Score -1.840083e+08 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83952 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 147999 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 224747 members 
Mstep: Class 7 contains 71333 members 
Mstep: Class 8 contains 40903 members 
Mstep: Class 9 contains 75995 members 
Mstep: Class 10 contains 11822 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51630 members 
Mstep: Class 13 contains 322831 members 
Mstep: Class 14 contains 52058 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 199293 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19219 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 35375 members 
Mstep: Class 21 contains 8524 members 
Mstep: Class 22 contains 24571 members 
Mstep: Class 23 contains 8459 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6634 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 6054 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007680.000000 Penalty: 113423.679688
Iteration 269Q: 33 clusters Score -1.840077e+08 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83960 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 144677 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 228168 members 
Mstep: Class 7 contains 71374 members 
Mstep: Class 8 contains 40957 members 
Mstep: Class 9 contains 75845 members 
Mstep: Class 10 contains 11843 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51653 members 
Mstep: Class 13 contains 323187 members 
Mstep: Class 14 contains 52155 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 198923 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19257 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 35297 members 
Mstep: Class 21 contains 8518 members 
Mstep: Class 22 contains 24421 members 
Mstep: Class 23 contains 8465 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6613 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 6057 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006832.000000 Penalty: 113423.679688
Iteration 270Q: 33 clusters Score -1.840068e+08 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83962 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 141203 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 231658 members 
Mstep: Class 7 contains 71427 members 
Mstep: Class 8 contains 41012 members 
Mstep: Class 9 contains 75714 members 
Mstep: Class 10 contains 11876 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51689 members 
Mstep: Class 13 contains 323449 members 
Mstep: Class 14 contains 52283 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 198602 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 35226 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 24277 members 
Mstep: Class 23 contains 8468 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6597 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 6057 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006096.000000 Penalty: 113423.679688
Iteration 271Q: 33 clusters Score -1.840061e+08 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83955 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 137540 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 235327 members 
Mstep: Class 7 contains 71462 members 
Mstep: Class 8 contains 41051 members 
Mstep: Class 9 contains 75596 members 
Mstep: Class 10 contains 11905 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51728 members 
Mstep: Class 13 contains 323633 members 
Mstep: Class 14 contains 52411 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 198366 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19324 members 
Mstep: Class 19 contains 1745 members 
Mstep: Class 20 contains 35184 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 24144 members 
Mstep: Class 23 contains 8483 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 3500 members 
Mstep: Class 28 contains 6057 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005328.000000 Penalty: 113423.679688
Iteration 272Q: 33 clusters Score -1.840053e+08 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83952 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 133773 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 239195 members 
Mstep: Class 7 contains 71501 members 
Mstep: Class 8 contains 41088 members 
Mstep: Class 9 contains 75483 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51766 members 
Mstep: Class 13 contains 323814 members 
Mstep: Class 14 contains 52496 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 198119 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 19344 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 35124 members 
Mstep: Class 21 contains 8521 members 
Mstep: Class 22 contains 23984 members 
Mstep: Class 23 contains 8502 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6557 members 
Mstep: Class 27 contains 3499 members 
Mstep: Class 28 contains 6059 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005888.000000 Penalty: 113423.679688
Iteration 273Q: 33 clusters Score -1.840059e+08 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83962 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 129963 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 243179 members 
Mstep: Class 7 contains 71525 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 75372 members 
Mstep: Class 10 contains 11941 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51799 members 
Mstep: Class 13 contains 323926 members 
Mstep: Class 14 contains 52573 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 197916 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19374 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 35065 members 
Mstep: Class 21 contains 8533 members 
Mstep: Class 22 contains 23821 members 
Mstep: Class 23 contains 8503 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 3506 members 
Mstep: Class 28 contains 6059 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005248.000000 Penalty: 113423.679688
Iteration 274Q: 33 clusters Score -1.840052e+08 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83977 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 126119 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 247202 members 
Mstep: Class 7 contains 71519 members 
Mstep: Class 8 contains 41103 members 
Mstep: Class 9 contains 75234 members 
Mstep: Class 10 contains 11935 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51837 members 
Mstep: Class 13 contains 324028 members 
Mstep: Class 14 contains 52654 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 197704 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19387 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 20 contains 35033 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 23683 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 3501 members 
Mstep: Class 28 contains 6060 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3850 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005792.000000 Penalty: 113423.679688
Iteration 275Q: 33 clusters Score -1.840058e+08 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83979 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 122153 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 251448 members 
Mstep: Class 7 contains 71588 members 
Mstep: Class 8 contains 41099 members 
Mstep: Class 9 contains 75087 members 
Mstep: Class 10 contains 11935 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51866 members 
Mstep: Class 13 contains 324039 members 
Mstep: Class 14 contains 52714 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 197502 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19389 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 8544 members 
Mstep: Class 22 contains 23543 members 
Mstep: Class 23 contains 8540 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6508 members 
Mstep: Class 27 contains 3500 members 
Mstep: Class 28 contains 6060 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005536.000000 Penalty: 113423.679688
Iteration 276Q: 33 clusters Score -1.840055e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83982 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 118013 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 255826 members 
Mstep: Class 7 contains 71665 members 
Mstep: Class 8 contains 41119 members 
Mstep: Class 9 contains 74935 members 
Mstep: Class 10 contains 11930 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51880 members 
Mstep: Class 13 contains 324097 members 
Mstep: Class 14 contains 52746 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 197245 members 
Mstep: Class 17 contains 2579 members 
Mstep: Class 18 contains 19396 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 20 contains 34987 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 23412 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6502 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005552.000000 Penalty: 113423.679688
Iteration 277Q: 33 clusters Score -1.840056e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83982 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 113767 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 260281 members 
Mstep: Class 7 contains 71731 members 
Mstep: Class 8 contains 41117 members 
Mstep: Class 9 contains 74769 members 
Mstep: Class 10 contains 11941 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51887 members 
Mstep: Class 13 contains 324199 members 
Mstep: Class 14 contains 52799 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 196991 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 20 contains 34969 members 
Mstep: Class 21 contains 8564 members 
Mstep: Class 22 contains 23305 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6478 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004816.000000 Penalty: 113423.679688
Iteration 278Q: 33 clusters Score -1.840048e+08 nChanged 9992
Entering ConstructFrom: 
Score: -184004816.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21794.730469 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21794.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21908.693359 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21908.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21923.003906 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -21923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21925.650391 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -21925.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21929.181641 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -21929.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21943.423828 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -21943.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21946.878906 Penalty: 2736.656494
	Iteration 6Q: 3 clusters Score -21946.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21970.869141 Penalty: 2736.656494
	Iteration 7Q: 3 clusters Score -21970.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21970.869141 Penalty: 2736.656494
	Iteration 8F: 3 clusters Score -21970.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Entering Unmasked Estep 
Score: -9780153.000000 Penalty: 2811.948242
	Iteration 0F: 2 clusters Score -9780153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -9723906.000000 Penalty: 5623.896484
	Iteration 0F: 3 clusters Score -9723906 nChanged 39488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9746258.000000 Penalty: 5623.896484
	Iteration 1F: 3 clusters Score -9746258 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -9746989.000000 Penalty: 5623.896484
	Iteration 2Q: 3 clusters Score -9746989 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -9747774.000000 Penalty: 5623.896484
	Iteration 3Q: 3 clusters Score -9747774 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -9748723.000000 Penalty: 5623.896484
	Iteration 4Q: 3 clusters Score -9748723 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9749942.000000 Penalty: 5623.896484
	Iteration 5Q: 3 clusters Score -9749942 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -9751630.000000 Penalty: 5623.896484
	Iteration 6Q: 3 clusters Score -9751630 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -9754080.000000 Penalty: 5623.896484
	Iteration 7F: 3 clusters Score -9754080 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -9757262.000000 Penalty: 5623.896484
	Iteration 8F: 3 clusters Score -9757262 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -9761341.000000 Penalty: 5623.896484
	Iteration 9F: 3 clusters Score -9761341 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -9765229.000000 Penalty: 5623.896484
	Iteration 10F: 3 clusters Score -9765229 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -9768831.000000 Penalty: 5623.896484
	Iteration 11F: 3 clusters Score -9768831 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -9771611.000000 Penalty: 5623.896484
	Iteration 12Q: 3 clusters Score -9771611 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -9773541.000000 Penalty: 5623.896484
	Iteration 13Q: 3 clusters Score -9773541 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -9774853.000000 Penalty: 5623.896484
	Iteration 14Q: 3 clusters Score -9774853 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -9775776.000000 Penalty: 5623.896484
	Iteration 15Q: 3 clusters Score -9775776 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9776366.000000 Penalty: 5623.896484
	Iteration 16Q: 3 clusters Score -9776366 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9776790.000000 Penalty: 5623.896484
	Iteration 17Q: 3 clusters Score -9776790 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9777106.000000 Penalty: 5623.896484
	Iteration 18Q: 3 clusters Score -9777106 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9777413.000000 Penalty: 5623.896484
	Iteration 19Q: 3 clusters Score -9777413 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9777711.000000 Penalty: 5623.896484
	Iteration 20F: 3 clusters Score -9777711 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9777846.000000 Penalty: 5623.896484
	Iteration 21Q: 3 clusters Score -9777846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9777895.000000 Penalty: 5623.896484
	Iteration 22Q: 3 clusters Score -9777895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9777917.000000 Penalty: 5623.896484
	Iteration 23Q: 3 clusters Score -9777917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9777941.000000 Penalty: 5623.896484
	Iteration 24Q: 3 clusters Score -9777941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9777945.000000 Penalty: 5623.896484
	Iteration 25Q: 3 clusters Score -9777945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9777959.000000 Penalty: 5623.896484
	Iteration 26Q: 3 clusters Score -9777959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9777998.000000 Penalty: 5623.896484
	Iteration 27Q: 3 clusters Score -9777998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9777983.000000 Penalty: 5623.896484
	Iteration 28Q: 3 clusters Score -9777983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9778024.000000 Penalty: 5623.896484
	Iteration 29Q: 3 clusters Score -9778024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9778047.000000 Penalty: 5623.896484
	Iteration 30Q: 3 clusters Score -9778047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9778053.000000 Penalty: 5623.896484
	Iteration 31Q: 3 clusters Score -9778053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9778078.000000 Penalty: 5623.896484
	Iteration 32Q: 3 clusters Score -9778078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9778085.000000 Penalty: 5623.896484
	Iteration 33Q: 3 clusters Score -9778085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9778109.000000 Penalty: 5623.896484
	Iteration 34Q: 3 clusters Score -9778109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9778120.000000 Penalty: 5623.896484
	Iteration 35Q: 3 clusters Score -9778120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9778119.000000 Penalty: 5623.896484
	Iteration 36Q: 3 clusters Score -9778119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9778134.000000 Penalty: 5623.896484
	Iteration 37Q: 3 clusters Score -9778134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9778151.000000 Penalty: 5623.896484
	Iteration 38Q: 3 clusters Score -9778151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778155.000000 Penalty: 5623.896484
	Iteration 39Q: 3 clusters Score -9778155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9778164.000000 Penalty: 5623.896484
	Iteration 40F: 3 clusters Score -9778164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778156.000000 Penalty: 5623.896484
	Iteration 41Q: 3 clusters Score -9778156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778153.000000 Penalty: 5623.896484
	Iteration 42Q: 3 clusters Score -9778153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9778154.000000 Penalty: 5623.896484
	Iteration 43Q: 3 clusters Score -9778154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9778146.000000 Penalty: 5623.896484
	Iteration 44Q: 3 clusters Score -9778146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778150.000000 Penalty: 5623.896484
	Iteration 45Q: 3 clusters Score -9778150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778155.000000 Penalty: 5623.896484
	Iteration 46Q: 3 clusters Score -9778155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9778156.000000 Penalty: 5623.896484
	Iteration 47Q: 3 clusters Score -9778156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9778157.000000 Penalty: 5623.896484
	Iteration 48Q: 3 clusters Score -9778157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9778152.000000 Penalty: 5623.896484
	Iteration 49Q: 3 clusters Score -9778152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9778153.000000 Penalty: 5623.896484
	Iteration 50Q: 3 clusters Score -9778153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9778152.000000 Penalty: 5623.896484
	Iteration 51Q: 3 clusters Score -9778152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9778162.000000 Penalty: 5623.896484
	Iteration 52Q: 3 clusters Score -9778162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9778162.000000 Penalty: 5623.896484
	Iteration 53F: 3 clusters Score -9778162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36393.574219 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36393.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36526.171875 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36526.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36574.226562 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36574.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36638.710938 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36638.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36694.339844 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36694.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36776.382812 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36776.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36852.171875 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36852.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36917.261719 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36917.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36933.816406 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -36933.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36945.632812 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -36945.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36947.390625 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -36947.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36947.390625 Penalty: 2923.623779
	Iteration 11F: 3 clusters Score -36947.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Entering Unmasked Estep 
Score: -12790949.000000 Penalty: 2877.665039
	Iteration 0F: 2 clusters Score -1.279095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -12717489.000000 Penalty: 5755.330078
	Iteration 0F: 3 clusters Score -1.271749e+07 nChanged 51929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -12748161.000000 Penalty: 5755.330078
	Iteration 1F: 3 clusters Score -1.274816e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -12750395.000000 Penalty: 5755.330078
	Iteration 2Q: 3 clusters Score -1.27504e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -12754097.000000 Penalty: 5755.330078
	Iteration 3F: 3 clusters Score -1.27541e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -12760130.000000 Penalty: 5755.330078
	Iteration 4F: 3 clusters Score -1.276013e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -12767816.000000 Penalty: 5755.330078
	Iteration 5F: 3 clusters Score -1.276782e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -12775439.000000 Penalty: 5755.330078
	Iteration 6F: 3 clusters Score -1.277544e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -12781235.000000 Penalty: 5755.330078
	Iteration 7F: 3 clusters Score -1.278124e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -12785124.000000 Penalty: 5755.330078
	Iteration 8Q: 3 clusters Score -1.278512e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -12787284.000000 Penalty: 5755.330078
	Iteration 9Q: 3 clusters Score -1.278728e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -12788393.000000 Penalty: 5755.330078
	Iteration 10Q: 3 clusters Score -1.278839e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -12788970.000000 Penalty: 5755.330078
	Iteration 11Q: 3 clusters Score -1.278897e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -12789198.000000 Penalty: 5755.330078
	Iteration 12Q: 3 clusters Score -1.27892e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -12789416.000000 Penalty: 5755.330078
	Iteration 13Q: 3 clusters Score -1.278942e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -12789588.000000 Penalty: 5755.330078
	Iteration 14Q: 3 clusters Score -1.278959e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -12789645.000000 Penalty: 5755.330078
	Iteration 15Q: 3 clusters Score -1.278964e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -12789768.000000 Penalty: 5755.330078
	Iteration 16Q: 3 clusters Score -1.278977e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 104379 members 
Entering Unmasked Estep 
Score: -12789808.000000 Penalty: 5755.330078
	Iteration 17Q: 3 clusters Score -1.278981e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -12789822.000000 Penalty: 5755.330078
	Iteration 18Q: 3 clusters Score -1.278982e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 104598 members 
Entering Unmasked Estep 
Score: -12789865.000000 Penalty: 5755.330078
	Iteration 19Q: 3 clusters Score -1.278986e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -12789896.000000 Penalty: 5755.330078
	Iteration 20F: 3 clusters Score -1.27899e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
Score: -12789907.000000 Penalty: 5755.330078
	Iteration 21Q: 3 clusters Score -1.278991e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -12789909.000000 Penalty: 5755.330078
	Iteration 22Q: 3 clusters Score -1.278991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -12789902.000000 Penalty: 5755.330078
	Iteration 23Q: 3 clusters Score -1.27899e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -12789912.000000 Penalty: 5755.330078
	Iteration 24Q: 3 clusters Score -1.278991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -12789927.000000 Penalty: 5755.330078
	Iteration 25Q: 3 clusters Score -1.278993e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -12789915.000000 Penalty: 5755.330078
	Iteration 26Q: 3 clusters Score -1.278992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -12789898.000000 Penalty: 5755.330078
	Iteration 27Q: 3 clusters Score -1.27899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -12789910.000000 Penalty: 5755.330078
	Iteration 28Q: 3 clusters Score -1.278991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -12789927.000000 Penalty: 5755.330078
	Iteration 29Q: 3 clusters Score -1.278993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -12789909.000000 Penalty: 5755.330078
	Iteration 30Q: 3 clusters Score -1.278991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 105103 members 
Entering Unmasked Estep 
Score: -12789918.000000 Penalty: 5755.330078
	Iteration 31Q: 3 clusters Score -1.278992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -12789917.000000 Penalty: 5755.330078
	Iteration 32Q: 3 clusters Score -1.278992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -12789897.000000 Penalty: 5755.330078
	Iteration 33Q: 3 clusters Score -1.27899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -12789912.000000 Penalty: 5755.330078
	Iteration 34Q: 3 clusters Score -1.278991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -12789910.000000 Penalty: 5755.330078
	Iteration 35Q: 3 clusters Score -1.278991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
Score: -12789912.000000 Penalty: 5755.330078
	Iteration 36Q: 3 clusters Score -1.278991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -12789918.000000 Penalty: 5755.330078
	Iteration 37Q: 3 clusters Score -1.278992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -12789920.000000 Penalty: 5755.330078
	Iteration 38Q: 3 clusters Score -1.278992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 105168 members 
Entering Unmasked Estep 
Score: -12789910.000000 Penalty: 5755.330078
	Iteration 39Q: 3 clusters Score -1.278991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -12789919.000000 Penalty: 5755.330078
	Iteration 40F: 3 clusters Score -1.278992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -12789911.000000 Penalty: 5755.330078
	Iteration 41Q: 3 clusters Score -1.278991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 105195 members 
Entering Unmasked Estep 
Score: -12789899.000000 Penalty: 5755.330078
	Iteration 42Q: 3 clusters Score -1.27899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -12789894.000000 Penalty: 5755.330078
	Iteration 43Q: 3 clusters Score -1.278989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -12789906.000000 Penalty: 5755.330078
	Iteration 44Q: 3 clusters Score -1.278991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -12789925.000000 Penalty: 5755.330078
	Iteration 45Q: 3 clusters Score -1.278992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -12789914.000000 Penalty: 5755.330078
	Iteration 46Q: 3 clusters Score -1.278991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -12789912.000000 Penalty: 5755.330078
	Iteration 47Q: 3 clusters Score -1.278991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -12789923.000000 Penalty: 5755.330078
	Iteration 48Q: 3 clusters Score -1.278992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -12789940.000000 Penalty: 5755.330078
	Iteration 49Q: 3 clusters Score -1.278994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -12789942.000000 Penalty: 5755.330078
	Iteration 50Q: 3 clusters Score -1.278994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -12789948.000000 Penalty: 5755.330078
	Iteration 51Q: 3 clusters Score -1.278995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 105266 members 
Entering Unmasked Estep 
Score: -12789931.000000 Penalty: 5755.330078
	Iteration 52Q: 3 clusters Score -1.278993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 105274 members 
Entering Unmasked Estep 
Score: -12789936.000000 Penalty: 5755.330078
	Iteration 53Q: 3 clusters Score -1.278994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -12789935.000000 Penalty: 5755.330078
	Iteration 54Q: 3 clusters Score -1.278994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -12789935.000000 Penalty: 5755.330078
	Iteration 55Q: 3 clusters Score -1.278994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -12789935.000000 Penalty: 5755.330078
	Iteration 56F: 3 clusters Score -1.278994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -217578.375000 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -217578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -214995.984375 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -214996 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -215474.390625 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -215474.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215581.234375 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -215581.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -215634.906250 Penalty: 3743.560791
	Iteration 3Q: 3 clusters Score -215634.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -215663.203125 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -215663.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215680.968750 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -215681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -215697.156250 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -215697.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -215711.453125 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -215711.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -215721.078125 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -215721.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215730.046875 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -215730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -215734.640625 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -215734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215737.718750 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -215737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215740.500000 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -215740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -215744.109375 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -215744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -215749.781250 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -215749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -215750.890625 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -215750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -215750.890625 Penalty: 3743.560791
	Iteration 16F: 3 clusters Score -215750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (264865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264865 members 
Entering Unmasked Estep 
Score: -31152658.000000 Penalty: 3096.770020
	Iteration 0F: 2 clusters Score -3.115266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132355 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -30979224.000000 Penalty: 6193.540039
	Iteration 0F: 3 clusters Score -3.097922e+07 nChanged 127939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
Score: -31054090.000000 Penalty: 6193.540039
	Iteration 1F: 3 clusters Score -3.105409e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 135329 members 
Entering Unmasked Estep 
Score: -31055086.000000 Penalty: 6193.540039
	Iteration 2Q: 3 clusters Score -3.105509e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 137437 members 
Entering Unmasked Estep 
Score: -31055934.000000 Penalty: 6193.540039
	Iteration 3Q: 3 clusters Score -3.105593e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124127 members 
Mstep: Class 2 contains 140738 members 
Entering Unmasked Estep 
Score: -31057228.000000 Penalty: 6193.540039
	Iteration 4Q: 3 clusters Score -3.105723e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -31059346.000000 Penalty: 6193.540039
	Iteration 5Q: 3 clusters Score -3.105935e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -31062352.000000 Penalty: 6193.540039
	Iteration 6Q: 3 clusters Score -3.106235e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -31067696.000000 Penalty: 6193.540039
	Iteration 7Q: 3 clusters Score -3.10677e+07 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 179192 members 
Entering Unmasked Estep 
Score: -31077126.000000 Penalty: 6193.540039
	Iteration 8F: 3 clusters Score -3.107713e+07 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 198166 members 
Entering Unmasked Estep 
Score: -31090802.000000 Penalty: 6193.540039
	Iteration 9F: 3 clusters Score -3.10908e+07 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 218113 members 
Entering Unmasked Estep 
Score: -31107572.000000 Penalty: 6193.540039
	Iteration 10F: 3 clusters Score -3.110757e+07 nChanged 17108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 235159 members 
Entering Unmasked Estep 
Score: -31122974.000000 Penalty: 6193.540039
	Iteration 11F: 3 clusters Score -3.112297e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 247274 members 
Entering Unmasked Estep 
Score: -31134252.000000 Penalty: 6193.540039
	Iteration 12Q: 3 clusters Score -3.113425e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 254852 members 
Entering Unmasked Estep 
Score: -31141248.000000 Penalty: 6193.540039
	Iteration 13Q: 3 clusters Score -3.114125e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 259251 members 
Entering Unmasked Estep 
Score: -31145344.000000 Penalty: 6193.540039
	Iteration 14Q: 3 clusters Score -3.114534e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 261614 members 
Entering Unmasked Estep 
Score: -31147482.000000 Penalty: 6193.540039
	Iteration 15Q: 3 clusters Score -3.114748e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 262804 members 
Entering Unmasked Estep 
Score: -31148470.000000 Penalty: 6193.540039
	Iteration 16Q: 3 clusters Score -3.114847e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 263396 members 
Entering Unmasked Estep 
Score: -31149000.000000 Penalty: 6193.540039
	Iteration 17Q: 3 clusters Score -3.1149e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 263713 members 
Entering Unmasked Estep 
Score: -31149298.000000 Penalty: 6193.540039
	Iteration 18Q: 3 clusters Score -3.11493e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 263895 members 
Entering Unmasked Estep 
Score: -31149476.000000 Penalty: 6193.540039
	Iteration 19Q: 3 clusters Score -3.114948e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 263991 members 
Entering Unmasked Estep 
Score: -31149600.000000 Penalty: 6193.540039
	Iteration 20F: 3 clusters Score -3.11496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 264060 members 
Entering Unmasked Estep 
Score: -31149682.000000 Penalty: 6193.540039
	Iteration 21Q: 3 clusters Score -3.114968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 264113 members 
Entering Unmasked Estep 
Score: -31149750.000000 Penalty: 6193.540039
	Iteration 22Q: 3 clusters Score -3.114975e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 264155 members 
Entering Unmasked Estep 
Score: -31149800.000000 Penalty: 6193.540039
	Iteration 23Q: 3 clusters Score -3.11498e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 264199 members 
Entering Unmasked Estep 
Score: -31149862.000000 Penalty: 6193.540039
	Iteration 24Q: 3 clusters Score -3.114986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 264215 members 
Entering Unmasked Estep 
Score: -31149876.000000 Penalty: 6193.540039
	Iteration 25Q: 3 clusters Score -3.114988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 264234 members 
Entering Unmasked Estep 
Score: -31149920.000000 Penalty: 6193.540039
	Iteration 26Q: 3 clusters Score -3.114992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 264252 members 
Entering Unmasked Estep 
Score: -31149902.000000 Penalty: 6193.540039
	Iteration 27Q: 3 clusters Score -3.11499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 264262 members 
Entering Unmasked Estep 
Score: -31149934.000000 Penalty: 6193.540039
	Iteration 28Q: 3 clusters Score -3.114993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 264269 members 
Entering Unmasked Estep 
Score: -31149944.000000 Penalty: 6193.540039
	Iteration 29Q: 3 clusters Score -3.114994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 264271 members 
Entering Unmasked Estep 
Score: -31149938.000000 Penalty: 6193.540039
	Iteration 30Q: 3 clusters Score -3.114994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 264273 members 
Entering Unmasked Estep 
Score: -31149956.000000 Penalty: 6193.540039
	Iteration 31Q: 3 clusters Score -3.114996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 264273 members 
Entering Unmasked Estep 
Score: -31149956.000000 Penalty: 6193.540039
	Iteration 32F: 3 clusters Score -3.114996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Entering Unmasked Estep 
Score: -8511046.000000 Penalty: 2773.042969
	Iteration 0F: 2 clusters Score -8511046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -8462777.000000 Penalty: 5546.085938
	Iteration 0F: 3 clusters Score -8462777 nChanged 33709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -8481615.000000 Penalty: 5546.085938
	Iteration 1F: 3 clusters Score -8481615 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8482379.000000 Penalty: 5546.085938
	Iteration 2Q: 3 clusters Score -8482379 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -8483285.000000 Penalty: 5546.085938
	Iteration 3Q: 3 clusters Score -8483285 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8484438.000000 Penalty: 5546.085938
	Iteration 4Q: 3 clusters Score -8484438 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8486170.000000 Penalty: 5546.085938
	Iteration 5F: 3 clusters Score -8486170 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8488911.000000 Penalty: 5546.085938
	Iteration 6F: 3 clusters Score -8488911 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -8492919.000000 Penalty: 5546.085938
	Iteration 7F: 3 clusters Score -8492919 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -8497675.000000 Penalty: 5546.085938
	Iteration 8F: 3 clusters Score -8497675 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -8501688.000000 Penalty: 5546.085938
	Iteration 9F: 3 clusters Score -8501688 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -8504328.000000 Penalty: 5546.085938
	Iteration 10Q: 3 clusters Score -8504328 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -8505916.000000 Penalty: 5546.085938
	Iteration 11Q: 3 clusters Score -8505916 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -8506882.000000 Penalty: 5546.085938
	Iteration 12Q: 3 clusters Score -8506882 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -8507571.000000 Penalty: 5546.085938
	Iteration 13Q: 3 clusters Score -8507571 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -8508056.000000 Penalty: 5546.085938
	Iteration 14Q: 3 clusters Score -8508056 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -8508472.000000 Penalty: 5546.085938
	Iteration 15Q: 3 clusters Score -8508472 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -8508767.000000 Penalty: 5546.085938
	Iteration 16Q: 3 clusters Score -8508767 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -8508958.000000 Penalty: 5546.085938
	Iteration 17Q: 3 clusters Score -8508958 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -8509086.000000 Penalty: 5546.085938
	Iteration 18Q: 3 clusters Score -8509086 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -8509161.000000 Penalty: 5546.085938
	Iteration 19Q: 3 clusters Score -8509161 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -8509214.000000 Penalty: 5546.085938
	Iteration 20F: 3 clusters Score -8509214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -8509250.000000 Penalty: 5546.085938
	Iteration 21Q: 3 clusters Score -8509250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -8509264.000000 Penalty: 5546.085938
	Iteration 22Q: 3 clusters Score -8509264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -8509294.000000 Penalty: 5546.085938
	Iteration 23Q: 3 clusters Score -8509294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -8509324.000000 Penalty: 5546.085938
	Iteration 24Q: 3 clusters Score -8509324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -8509330.000000 Penalty: 5546.085938
	Iteration 25Q: 3 clusters Score -8509330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -8509344.000000 Penalty: 5546.085938
	Iteration 26Q: 3 clusters Score -8509344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -8509351.000000 Penalty: 5546.085938
	Iteration 27Q: 3 clusters Score -8509351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -8509360.000000 Penalty: 5546.085938
	Iteration 28Q: 3 clusters Score -8509360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -8509353.000000 Penalty: 5546.085938
	Iteration 29Q: 3 clusters Score -8509353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -8509352.000000 Penalty: 5546.085938
	Iteration 30Q: 3 clusters Score -8509352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -8509355.000000 Penalty: 5546.085938
	Iteration 31Q: 3 clusters Score -8509355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -8509370.000000 Penalty: 5546.085938
	Iteration 32Q: 3 clusters Score -8509370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -8509367.000000 Penalty: 5546.085938
	Iteration 33Q: 3 clusters Score -8509367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -8509375.000000 Penalty: 5546.085938
	Iteration 34Q: 3 clusters Score -8509375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -8509372.000000 Penalty: 5546.085938
	Iteration 35Q: 3 clusters Score -8509372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -8509372.000000 Penalty: 5546.085938
	Iteration 36F: 3 clusters Score -8509372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Entering Unmasked Estep 
Score: -4894082.500000 Penalty: 2634.813965
	Iteration 0F: 2 clusters Score -4894082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4866274.000000 Penalty: 5269.627930
	Iteration 0F: 3 clusters Score -4866274 nChanged 18886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4876534.500000 Penalty: 5269.627930
	Iteration 1F: 3 clusters Score -4876534 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4876991.000000 Penalty: 5269.627930
	Iteration 2Q: 3 clusters Score -4876991 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4877423.500000 Penalty: 5269.627930
	Iteration 3Q: 3 clusters Score -4877424 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4877932.000000 Penalty: 5269.627930
	Iteration 4Q: 3 clusters Score -4877932 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4878457.500000 Penalty: 5269.627930
	Iteration 5Q: 3 clusters Score -4878458 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4879289.000000 Penalty: 5269.627930
	Iteration 6Q: 3 clusters Score -4879289 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4880472.500000 Penalty: 5269.627930
	Iteration 7Q: 3 clusters Score -4880472 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4882150.000000 Penalty: 5269.627930
	Iteration 8F: 3 clusters Score -4882150 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4884329.500000 Penalty: 5269.627930
	Iteration 9F: 3 clusters Score -4884330 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4886848.500000 Penalty: 5269.627930
	Iteration 10F: 3 clusters Score -4886848 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4888976.500000 Penalty: 5269.627930
	Iteration 11F: 3 clusters Score -4888976 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4890252.500000 Penalty: 5269.627930
	Iteration 12Q: 3 clusters Score -4890252 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4891018.000000 Penalty: 5269.627930
	Iteration 13Q: 3 clusters Score -4891018 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4891366.000000 Penalty: 5269.627930
	Iteration 14Q: 3 clusters Score -4891366 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4891543.500000 Penalty: 5269.627930
	Iteration 15Q: 3 clusters Score -4891544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4891637.500000 Penalty: 5269.627930
	Iteration 16Q: 3 clusters Score -4891638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4891691.000000 Penalty: 5269.627930
	Iteration 17Q: 3 clusters Score -4891691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4891719.000000 Penalty: 5269.627930
	Iteration 18Q: 3 clusters Score -4891719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4891737.000000 Penalty: 5269.627930
	Iteration 19Q: 3 clusters Score -4891737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4891756.000000 Penalty: 5269.627930
	Iteration 20F: 3 clusters Score -4891756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4891757.500000 Penalty: 5269.627930
	Iteration 21Q: 3 clusters Score -4891758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4891764.500000 Penalty: 5269.627930
	Iteration 22Q: 3 clusters Score -4891764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4891774.500000 Penalty: 5269.627930
	Iteration 23Q: 3 clusters Score -4891774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4891778.500000 Penalty: 5269.627930
	Iteration 24Q: 3 clusters Score -4891778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4891785.500000 Penalty: 5269.627930
	Iteration 25Q: 3 clusters Score -4891786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4891787.500000 Penalty: 5269.627930
	Iteration 26Q: 3 clusters Score -4891788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4891787.000000 Penalty: 5269.627930
	Iteration 27Q: 3 clusters Score -4891787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4891787.000000 Penalty: 5269.627930
	Iteration 28F: 3 clusters Score -4891787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Entering Unmasked Estep 
Score: -8480356.000000 Penalty: 2782.530762
	Iteration 0F: 2 clusters Score -8480356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -8430406.000000 Penalty: 5565.061523
	Iteration 0F: 3 clusters Score -8430406 nChanged 35153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -8450329.000000 Penalty: 5565.061523
	Iteration 1F: 3 clusters Score -8450329 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -8451110.000000 Penalty: 5565.061523
	Iteration 2Q: 3 clusters Score -8451110 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -8452197.000000 Penalty: 5565.061523
	Iteration 3Q: 3 clusters Score -8452197 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -8454199.000000 Penalty: 5565.061523
	Iteration 4F: 3 clusters Score -8454199 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -8457540.000000 Penalty: 5565.061523
	Iteration 5F: 3 clusters Score -8457540 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -8463099.000000 Penalty: 5565.061523
	Iteration 6F: 3 clusters Score -8463099 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -8469693.000000 Penalty: 5565.061523
	Iteration 7F: 3 clusters Score -8469693 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8474736.000000 Penalty: 5565.061523
	Iteration 8F: 3 clusters Score -8474736 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8476890.000000 Penalty: 5565.061523
	Iteration 9Q: 3 clusters Score -8476890 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8477557.000000 Penalty: 5565.061523
	Iteration 10Q: 3 clusters Score -8477557 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8477823.000000 Penalty: 5565.061523
	Iteration 11Q: 3 clusters Score -8477823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8477896.000000 Penalty: 5565.061523
	Iteration 12Q: 3 clusters Score -8477896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8477946.000000 Penalty: 5565.061523
	Iteration 13Q: 3 clusters Score -8477946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8477954.000000 Penalty: 5565.061523
	Iteration 14Q: 3 clusters Score -8477954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8477961.000000 Penalty: 5565.061523
	Iteration 15Q: 3 clusters Score -8477961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8477981.000000 Penalty: 5565.061523
	Iteration 16Q: 3 clusters Score -8477981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8477993.000000 Penalty: 5565.061523
	Iteration 17Q: 3 clusters Score -8477993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8478003.000000 Penalty: 5565.061523
	Iteration 18Q: 3 clusters Score -8478003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8478007.000000 Penalty: 5565.061523
	Iteration 19Q: 3 clusters Score -8478007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8478012.000000 Penalty: 5565.061523
	Iteration 20F: 3 clusters Score -8478012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8478014.000000 Penalty: 5565.061523
	Iteration 21Q: 3 clusters Score -8478014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8478015.000000 Penalty: 5565.061523
	Iteration 22Q: 3 clusters Score -8478015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8478016.000000 Penalty: 5565.061523
	Iteration 23Q: 3 clusters Score -8478016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8478016.000000 Penalty: 5565.061523
	Iteration 24F: 3 clusters Score -8478016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -1394817.250000 Penalty: 2328.199219
	Iteration 0F: 2 clusters Score -1394817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1385843.000000 Penalty: 4656.398438
	Iteration 0F: 3 clusters Score -1385843 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1388398.875000 Penalty: 4656.398438
	Iteration 1F: 3 clusters Score -1388399 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1388721.125000 Penalty: 4656.398438
	Iteration 2F: 3 clusters Score -1388721 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1388959.125000 Penalty: 4656.398438
	Iteration 3F: 3 clusters Score -1388959 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1389166.375000 Penalty: 4656.398438
	Iteration 4Q: 3 clusters Score -1389166 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1389373.625000 Penalty: 4656.398438
	Iteration 5Q: 3 clusters Score -1389374 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1389589.000000 Penalty: 4656.398438
	Iteration 6Q: 3 clusters Score -1389589 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1389803.250000 Penalty: 4656.398438
	Iteration 7Q: 3 clusters Score -1389803 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1390003.750000 Penalty: 4656.398438
	Iteration 8Q: 3 clusters Score -1390004 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1390193.375000 Penalty: 4656.398438
	Iteration 9Q: 3 clusters Score -1390193 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1390368.250000 Penalty: 4656.398438
	Iteration 10Q: 3 clusters Score -1390368 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1390528.875000 Penalty: 4656.398438
	Iteration 11Q: 3 clusters Score -1390529 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1390650.500000 Penalty: 4656.398438
	Iteration 12Q: 3 clusters Score -1390650 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1390771.875000 Penalty: 4656.398438
	Iteration 13Q: 3 clusters Score -1390772 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1390859.875000 Penalty: 4656.398438
	Iteration 14Q: 3 clusters Score -1390860 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1390949.625000 Penalty: 4656.398438
	Iteration 15Q: 3 clusters Score -1390950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1391009.375000 Penalty: 4656.398438
	Iteration 16Q: 3 clusters Score -1391009 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1391059.250000 Penalty: 4656.398438
	Iteration 17Q: 3 clusters Score -1391059 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1391107.250000 Penalty: 4656.398438
	Iteration 18Q: 3 clusters Score -1391107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1391163.250000 Penalty: 4656.398438
	Iteration 19Q: 3 clusters Score -1391163 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1391226.125000 Penalty: 4656.398438
	Iteration 20F: 3 clusters Score -1391226 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1391294.000000 Penalty: 4656.398438
	Iteration 21Q: 3 clusters Score -1391294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1391360.375000 Penalty: 4656.398438
	Iteration 22Q: 3 clusters Score -1391360 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1391434.000000 Penalty: 4656.398438
	Iteration 23Q: 3 clusters Score -1391434 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1391507.000000 Penalty: 4656.398438
	Iteration 24Q: 3 clusters Score -1391507 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1391577.625000 Penalty: 4656.398438
	Iteration 25Q: 3 clusters Score -1391578 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1391665.125000 Penalty: 4656.398438
	Iteration 26Q: 3 clusters Score -1391665 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1391767.250000 Penalty: 4656.398438
	Iteration 27Q: 3 clusters Score -1391767 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1391872.625000 Penalty: 4656.398438
	Iteration 28Q: 3 clusters Score -1391873 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1391995.125000 Penalty: 4656.398438
	Iteration 29Q: 3 clusters Score -1391995 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1392114.875000 Penalty: 4656.398438
	Iteration 30Q: 3 clusters Score -1392115 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1392222.000000 Penalty: 4656.398438
	Iteration 31Q: 3 clusters Score -1392222 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1392336.500000 Penalty: 4656.398438
	Iteration 32Q: 3 clusters Score -1392336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1392425.000000 Penalty: 4656.398438
	Iteration 33Q: 3 clusters Score -1392425 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1392519.625000 Penalty: 4656.398438
	Iteration 34Q: 3 clusters Score -1392520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1392608.000000 Penalty: 4656.398438
	Iteration 35Q: 3 clusters Score -1392608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1392675.375000 Penalty: 4656.398438
	Iteration 36Q: 3 clusters Score -1392675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1392729.250000 Penalty: 4656.398438
	Iteration 37Q: 3 clusters Score -1392729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1392755.250000 Penalty: 4656.398438
	Iteration 38Q: 3 clusters Score -1392755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1392777.500000 Penalty: 4656.398438
	Iteration 39Q: 3 clusters Score -1392778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1392799.000000 Penalty: 4656.398438
	Iteration 40F: 3 clusters Score -1392799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1392816.500000 Penalty: 4656.398438
	Iteration 41Q: 3 clusters Score -1392816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1392831.750000 Penalty: 4656.398438
	Iteration 42Q: 3 clusters Score -1392832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1392843.125000 Penalty: 4656.398438
	Iteration 43Q: 3 clusters Score -1392843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1392848.750000 Penalty: 4656.398438
	Iteration 44Q: 3 clusters Score -1392849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1392855.375000 Penalty: 4656.398438
	Iteration 45Q: 3 clusters Score -1392855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1392863.750000 Penalty: 4656.398438
	Iteration 46Q: 3 clusters Score -1392864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1392867.750000 Penalty: 4656.398438
	Iteration 47Q: 3 clusters Score -1392868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1392870.375000 Penalty: 4656.398438
	Iteration 48Q: 3 clusters Score -1392870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1392873.250000 Penalty: 4656.398438
	Iteration 49Q: 3 clusters Score -1392873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1392873.750000 Penalty: 4656.398438
	Iteration 50Q: 3 clusters Score -1392874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1392876.375000 Penalty: 4656.398438
	Iteration 51Q: 3 clusters Score -1392876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1392877.750000 Penalty: 4656.398438
	Iteration 52Q: 3 clusters Score -1392878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1392880.000000 Penalty: 4656.398438
	Iteration 53Q: 3 clusters Score -1392880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1392880.625000 Penalty: 4656.398438
	Iteration 54Q: 3 clusters Score -1392881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1392880.625000 Penalty: 4656.398438
	Iteration 55Q: 3 clusters Score -1392881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1392883.375000 Penalty: 4656.398438
	Iteration 56Q: 3 clusters Score -1392883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1392885.500000 Penalty: 4656.398438
	Iteration 57Q: 3 clusters Score -1392886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1392885.875000 Penalty: 4656.398438
	Iteration 58Q: 3 clusters Score -1392886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1392887.375000 Penalty: 4656.398438
	Iteration 59Q: 3 clusters Score -1392887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1392890.500000 Penalty: 4656.398438
	Iteration 60F: 3 clusters Score -1392890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1392888.750000 Penalty: 4656.398438
	Iteration 61Q: 3 clusters Score -1392889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1392888.750000 Penalty: 4656.398438
	Iteration 62Q: 3 clusters Score -1392889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1392891.125000 Penalty: 4656.398438
	Iteration 63Q: 3 clusters Score -1392891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1392895.375000 Penalty: 4656.398438
	Iteration 64Q: 3 clusters Score -1392895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1392893.750000 Penalty: 4656.398438
	Iteration 65Q: 3 clusters Score -1392894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1392895.875000 Penalty: 4656.398438
	Iteration 66Q: 3 clusters Score -1392896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1392899.125000 Penalty: 4656.398438
	Iteration 67Q: 3 clusters Score -1392899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1392903.375000 Penalty: 4656.398438
	Iteration 68Q: 3 clusters Score -1392903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1392907.000000 Penalty: 4656.398438
	Iteration 69Q: 3 clusters Score -1392907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1392912.125000 Penalty: 4656.398438
	Iteration 70Q: 3 clusters Score -1392912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1392914.750000 Penalty: 4656.398438
	Iteration 71Q: 3 clusters Score -1392915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1392917.625000 Penalty: 4656.398438
	Iteration 72Q: 3 clusters Score -1392918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1392926.250000 Penalty: 4656.398438
	Iteration 73Q: 3 clusters Score -1392926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1392933.125000 Penalty: 4656.398438
	Iteration 74Q: 3 clusters Score -1392933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1392933.375000 Penalty: 4656.398438
	Iteration 75Q: 3 clusters Score -1392933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1392941.500000 Penalty: 4656.398438
	Iteration 76Q: 3 clusters Score -1392942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1392950.000000 Penalty: 4656.398438
	Iteration 77Q: 3 clusters Score -1392950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1392951.125000 Penalty: 4656.398438
	Iteration 78Q: 3 clusters Score -1392951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1392959.625000 Penalty: 4656.398438
	Iteration 79Q: 3 clusters Score -1392960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1392962.750000 Penalty: 4656.398438
	Iteration 80F: 3 clusters Score -1392963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1392965.500000 Penalty: 4656.398438
	Iteration 81Q: 3 clusters Score -1392966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1392967.750000 Penalty: 4656.398438
	Iteration 82Q: 3 clusters Score -1392968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1392972.375000 Penalty: 4656.398438
	Iteration 83Q: 3 clusters Score -1392972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1392977.875000 Penalty: 4656.398438
	Iteration 84Q: 3 clusters Score -1392978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1392982.125000 Penalty: 4656.398438
	Iteration 85Q: 3 clusters Score -1392982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1392981.750000 Penalty: 4656.398438
	Iteration 86Q: 3 clusters Score -1392982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1392983.875000 Penalty: 4656.398438
	Iteration 87Q: 3 clusters Score -1392984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1392987.250000 Penalty: 4656.398438
	Iteration 88Q: 3 clusters Score -1392987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1392985.500000 Penalty: 4656.398438
	Iteration 89Q: 3 clusters Score -1392986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1392987.000000 Penalty: 4656.398438
	Iteration 90Q: 3 clusters Score -1392987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1392988.375000 Penalty: 4656.398438
	Iteration 91Q: 3 clusters Score -1392988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1392991.250000 Penalty: 4656.398438
	Iteration 92Q: 3 clusters Score -1392991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1392992.500000 Penalty: 4656.398438
	Iteration 93Q: 3 clusters Score -1392992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1393000.875000 Penalty: 4656.398438
	Iteration 94Q: 3 clusters Score -1393001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1393006.625000 Penalty: 4656.398438
	Iteration 95Q: 3 clusters Score -1393007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1393007.375000 Penalty: 4656.398438
	Iteration 96Q: 3 clusters Score -1393007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1393007.375000 Penalty: 4656.398438
	Iteration 97F: 3 clusters Score -1393007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51358.214844 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51358.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51573.957031 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51573.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51657.300781 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51657.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51713.464844 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51713.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51799.214844 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51799.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51863.542969 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51863.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51912.214844 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51912.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51954.898438 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -51954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52007.703125 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -52007.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52114.378906 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -52114.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52300.152344 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -52300.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52497.957031 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -52497.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52606.015625 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -52606.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52633.855469 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -52633.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52652.601562 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -52652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52668.246094 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -52668.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52672.179688 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -52672.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52690.890625 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -52690.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52706.109375 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -52706.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52717.851562 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -52717.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52725.960938 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -52725.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Entering Unmasked Estep 
Score: -6129110.000000 Penalty: 2692.516113
	Iteration 0F: 2 clusters Score -6129110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -6093945.000000 Penalty: 5385.032227
	Iteration 0F: 3 clusters Score -6093945 nChanged 24028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -6107762.500000 Penalty: 5385.032227
	Iteration 1F: 3 clusters Score -6107762 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -6108724.000000 Penalty: 5385.032227
	Iteration 2Q: 3 clusters Score -6108724 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -6109752.000000 Penalty: 5385.032227
	Iteration 3Q: 3 clusters Score -6109752 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -6110946.000000 Penalty: 5385.032227
	Iteration 4F: 3 clusters Score -6110946 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6112467.000000 Penalty: 5385.032227
	Iteration 5F: 3 clusters Score -6112467 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -6114245.000000 Penalty: 5385.032227
	Iteration 6F: 3 clusters Score -6114245 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -6116383.500000 Penalty: 5385.032227
	Iteration 7F: 3 clusters Score -6116384 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -6118427.500000 Penalty: 5385.032227
	Iteration 8F: 3 clusters Score -6118428 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6119998.500000 Penalty: 5385.032227
	Iteration 9F: 3 clusters Score -6119998 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -6120937.000000 Penalty: 5385.032227
	Iteration 10Q: 3 clusters Score -6120937 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -6121488.500000 Penalty: 5385.032227
	Iteration 11Q: 3 clusters Score -6121488 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -6121810.000000 Penalty: 5385.032227
	Iteration 12Q: 3 clusters Score -6121810 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -6122030.000000 Penalty: 5385.032227
	Iteration 13Q: 3 clusters Score -6122030 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -6122272.000000 Penalty: 5385.032227
	Iteration 14Q: 3 clusters Score -6122272 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6122413.500000 Penalty: 5385.032227
	Iteration 15Q: 3 clusters Score -6122414 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -6122578.500000 Penalty: 5385.032227
	Iteration 16Q: 3 clusters Score -6122578 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -6122755.500000 Penalty: 5385.032227
	Iteration 17Q: 3 clusters Score -6122756 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -6122895.500000 Penalty: 5385.032227
	Iteration 18Q: 3 clusters Score -6122896 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -6123010.500000 Penalty: 5385.032227
	Iteration 19Q: 3 clusters Score -6123010 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -6123107.500000 Penalty: 5385.032227
	Iteration 20F: 3 clusters Score -6123108 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -6123211.000000 Penalty: 5385.032227
	Iteration 21Q: 3 clusters Score -6123211 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -6123342.000000 Penalty: 5385.032227
	Iteration 22Q: 3 clusters Score -6123342 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -6123483.500000 Penalty: 5385.032227
	Iteration 23Q: 3 clusters Score -6123484 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -6123601.000000 Penalty: 5385.032227
	Iteration 24Q: 3 clusters Score -6123601 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -6123691.000000 Penalty: 5385.032227
	Iteration 25Q: 3 clusters Score -6123691 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -6123859.000000 Penalty: 5385.032227
	Iteration 26Q: 3 clusters Score -6123859 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -6124002.500000 Penalty: 5385.032227
	Iteration 27Q: 3 clusters Score -6124002 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -6124131.000000 Penalty: 5385.032227
	Iteration 28Q: 3 clusters Score -6124131 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -6124263.000000 Penalty: 5385.032227
	Iteration 29Q: 3 clusters Score -6124263 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -6124395.500000 Penalty: 5385.032227
	Iteration 30Q: 3 clusters Score -6124396 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6124553.500000 Penalty: 5385.032227
	Iteration 31Q: 3 clusters Score -6124554 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -6124715.500000 Penalty: 5385.032227
	Iteration 32Q: 3 clusters Score -6124716 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6124888.000000 Penalty: 5385.032227
	Iteration 33Q: 3 clusters Score -6124888 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6125044.500000 Penalty: 5385.032227
	Iteration 34Q: 3 clusters Score -6125044 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -6125221.500000 Penalty: 5385.032227
	Iteration 35Q: 3 clusters Score -6125222 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6125413.000000 Penalty: 5385.032227
	Iteration 36Q: 3 clusters Score -6125413 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6125596.000000 Penalty: 5385.032227
	Iteration 37Q: 3 clusters Score -6125596 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6125764.000000 Penalty: 5385.032227
	Iteration 38Q: 3 clusters Score -6125764 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -6125933.000000 Penalty: 5385.032227
	Iteration 39Q: 3 clusters Score -6125933 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6126055.500000 Penalty: 5385.032227
	Iteration 40F: 3 clusters Score -6126056 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -6126245.000000 Penalty: 5385.032227
	Iteration 41Q: 3 clusters Score -6126245 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -6126363.500000 Penalty: 5385.032227
	Iteration 42Q: 3 clusters Score -6126364 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6126475.500000 Penalty: 5385.032227
	Iteration 43Q: 3 clusters Score -6126476 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -6126584.000000 Penalty: 5385.032227
	Iteration 44Q: 3 clusters Score -6126584 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -6126651.000000 Penalty: 5385.032227
	Iteration 45Q: 3 clusters Score -6126651 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6126754.500000 Penalty: 5385.032227
	Iteration 46Q: 3 clusters Score -6126754 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6126855.500000 Penalty: 5385.032227
	Iteration 47Q: 3 clusters Score -6126856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -6126882.000000 Penalty: 5385.032227
	Iteration 48Q: 3 clusters Score -6126882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6126923.000000 Penalty: 5385.032227
	Iteration 49Q: 3 clusters Score -6126923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -6126966.000000 Penalty: 5385.032227
	Iteration 50Q: 3 clusters Score -6126966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -6127000.500000 Penalty: 5385.032227
	Iteration 51Q: 3 clusters Score -6127000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6127030.000000 Penalty: 5385.032227
	Iteration 52Q: 3 clusters Score -6127030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6127030.000000 Penalty: 5385.032227
	Iteration 53Q: 3 clusters Score -6127030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -6127036.500000 Penalty: 5385.032227
	Iteration 54Q: 3 clusters Score -6127036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -6127048.000000 Penalty: 5385.032227
	Iteration 55Q: 3 clusters Score -6127048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -6127060.000000 Penalty: 5385.032227
	Iteration 56Q: 3 clusters Score -6127060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6127062.000000 Penalty: 5385.032227
	Iteration 57Q: 3 clusters Score -6127062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6127083.500000 Penalty: 5385.032227
	Iteration 58Q: 3 clusters Score -6127084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6127094.000000 Penalty: 5385.032227
	Iteration 59Q: 3 clusters Score -6127094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6127104.500000 Penalty: 5385.032227
	Iteration 60F: 3 clusters Score -6127104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6127115.000000 Penalty: 5385.032227
	Iteration 61Q: 3 clusters Score -6127115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6127123.000000 Penalty: 5385.032227
	Iteration 62Q: 3 clusters Score -6127123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6127108.500000 Penalty: 5385.032227
	Iteration 63Q: 3 clusters Score -6127108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6127118.000000 Penalty: 5385.032227
	Iteration 64Q: 3 clusters Score -6127118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6127113.000000 Penalty: 5385.032227
	Iteration 65Q: 3 clusters Score -6127113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6127115.000000 Penalty: 5385.032227
	Iteration 66Q: 3 clusters Score -6127115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6127107.000000 Penalty: 5385.032227
	Iteration 67Q: 3 clusters Score -6127107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6127109.500000 Penalty: 5385.032227
	Iteration 68Q: 3 clusters Score -6127110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -6127110.500000 Penalty: 5385.032227
	Iteration 69Q: 3 clusters Score -6127110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6127106.500000 Penalty: 5385.032227
	Iteration 70Q: 3 clusters Score -6127106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6127106.500000 Penalty: 5385.032227
	Iteration 71F: 3 clusters Score -6127106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (324206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324206 members 
Entering Unmasked Estep 
Score: -37857888.000000 Penalty: 3146.905273
	Iteration 0F: 2 clusters Score -3.785789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 162309 members 
Entering Unmasked Estep 
Score: -37651256.000000 Penalty: 6293.810547
	Iteration 0F: 3 clusters Score -3.765126e+07 nChanged 157583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -37744016.000000 Penalty: 6293.810547
	Iteration 1F: 3 clusters Score -3.774402e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -37745312.000000 Penalty: 6293.810547
	Iteration 2Q: 3 clusters Score -3.774531e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -37747088.000000 Penalty: 6293.810547
	Iteration 3Q: 3 clusters Score -3.774709e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140434 members 
Mstep: Class 2 contains 183772 members 
Entering Unmasked Estep 
Score: -37749824.000000 Penalty: 6293.810547
	Iteration 4Q: 3 clusters Score -3.774982e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 196358 members 
Entering Unmasked Estep 
Score: -37754844.000000 Penalty: 6293.810547
	Iteration 5Q: 3 clusters Score -3.775484e+07 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 214707 members 
Entering Unmasked Estep 
Score: -37765868.000000 Penalty: 6293.810547
	Iteration 6F: 3 clusters Score -3.776587e+07 nChanged 24859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 239390 members 
Entering Unmasked Estep 
Score: -37784372.000000 Penalty: 6293.810547
	Iteration 7F: 3 clusters Score -3.778437e+07 nChanged 28039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 267349 members 
Entering Unmasked Estep 
Score: -37809516.000000 Penalty: 6293.810547
	Iteration 8F: 3 clusters Score -3.780952e+07 nChanged 24816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 292131 members 
Entering Unmasked Estep 
Score: -37833956.000000 Penalty: 6293.810547
	Iteration 9F: 3 clusters Score -3.783396e+07 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 308468 members 
Entering Unmasked Estep 
Score: -37849052.000000 Penalty: 6293.810547
	Iteration 10F: 3 clusters Score -3.784905e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 317199 members 
Entering Unmasked Estep 
Score: -37853712.000000 Penalty: 6293.810547
	Iteration 11Q: 3 clusters Score -3.785371e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 321137 members 
Entering Unmasked Estep 
Score: -37854780.000000 Penalty: 6293.810547
	Iteration 12Q: 3 clusters Score -3.785478e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 322706 members 
Entering Unmasked Estep 
Score: -37855044.000000 Penalty: 6293.810547
	Iteration 13Q: 3 clusters Score -3.785504e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 323310 members 
Entering Unmasked Estep 
Score: -37855132.000000 Penalty: 6293.810547
	Iteration 14Q: 3 clusters Score -3.785513e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 323528 members 
Entering Unmasked Estep 
Score: -37855152.000000 Penalty: 6293.810547
	Iteration 15Q: 3 clusters Score -3.785515e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 323630 members 
Entering Unmasked Estep 
Score: -37855188.000000 Penalty: 6293.810547
	Iteration 16Q: 3 clusters Score -3.785519e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 323680 members 
Entering Unmasked Estep 
Score: -37855248.000000 Penalty: 6293.810547
	Iteration 17Q: 3 clusters Score -3.785525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 323700 members 
Entering Unmasked Estep 
Score: -37855256.000000 Penalty: 6293.810547
	Iteration 18Q: 3 clusters Score -3.785526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 323722 members 
Entering Unmasked Estep 
Score: -37855276.000000 Penalty: 6293.810547
	Iteration 19Q: 3 clusters Score -3.785528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 323738 members 
Entering Unmasked Estep 
Score: -37855260.000000 Penalty: 6293.810547
	Iteration 20F: 3 clusters Score -3.785526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 323743 members 
Entering Unmasked Estep 
Score: -37855256.000000 Penalty: 6293.810547
	Iteration 21Q: 3 clusters Score -3.785526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 323751 members 
Entering Unmasked Estep 
Score: -37855276.000000 Penalty: 6293.810547
	Iteration 22Q: 3 clusters Score -3.785528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323759 members 
Entering Unmasked Estep 
Score: -37855264.000000 Penalty: 6293.810547
	Iteration 23Q: 3 clusters Score -3.785526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323759 members 
Entering Unmasked Estep 
Score: -37855272.000000 Penalty: 6293.810547
	Iteration 24Q: 3 clusters Score -3.785527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 323760 members 
Entering Unmasked Estep 
Score: -37855284.000000 Penalty: 6293.810547
	Iteration 25Q: 3 clusters Score -3.785528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 323763 members 
Entering Unmasked Estep 
Score: -37855300.000000 Penalty: 6293.810547
	Iteration 26Q: 3 clusters Score -3.78553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 323769 members 
Entering Unmasked Estep 
Score: -37855292.000000 Penalty: 6293.810547
	Iteration 27Q: 3 clusters Score -3.785529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 323776 members 
Entering Unmasked Estep 
Score: -37855320.000000 Penalty: 6293.810547
	Iteration 28Q: 3 clusters Score -3.785532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 323780 members 
Entering Unmasked Estep 
Score: -37855340.000000 Penalty: 6293.810547
	Iteration 29Q: 3 clusters Score -3.785534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 323779 members 
Entering Unmasked Estep 
Score: -37855336.000000 Penalty: 6293.810547
	Iteration 30Q: 3 clusters Score -3.785534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 323781 members 
Entering Unmasked Estep 
Score: -37855340.000000 Penalty: 6293.810547
	Iteration 31Q: 3 clusters Score -3.785534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323782 members 
Entering Unmasked Estep 
Score: -37855336.000000 Penalty: 6293.810547
	Iteration 32Q: 3 clusters Score -3.785534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 323784 members 
Entering Unmasked Estep 
Score: -37855328.000000 Penalty: 6293.810547
	Iteration 33Q: 3 clusters Score -3.785533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 323785 members 
Entering Unmasked Estep 
Score: -37855336.000000 Penalty: 6293.810547
	Iteration 34Q: 3 clusters Score -3.785534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 323786 members 
Entering Unmasked Estep 
Score: -37855332.000000 Penalty: 6293.810547
	Iteration 35Q: 3 clusters Score -3.785533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 323786 members 
Entering Unmasked Estep 
Score: -37855332.000000 Penalty: 6293.810547
	Iteration 36F: 3 clusters Score -3.785533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Entering Unmasked Estep 
Score: -6281563.000000 Penalty: 2697.160889
	Iteration 0F: 2 clusters Score -6281563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -6246076.500000 Penalty: 5394.321777
	Iteration 0F: 3 clusters Score -6246076 nChanged 24290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -6260176.500000 Penalty: 5394.321777
	Iteration 1F: 3 clusters Score -6260176 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6261385.000000 Penalty: 5394.321777
	Iteration 2Q: 3 clusters Score -6261385 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -6262810.500000 Penalty: 5394.321777
	Iteration 3F: 3 clusters Score -6262810 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6264368.000000 Penalty: 5394.321777
	Iteration 4F: 3 clusters Score -6264368 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -6266186.000000 Penalty: 5394.321777
	Iteration 5F: 3 clusters Score -6266186 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -6268149.500000 Penalty: 5394.321777
	Iteration 6F: 3 clusters Score -6268150 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -6270010.500000 Penalty: 5394.321777
	Iteration 7F: 3 clusters Score -6270010 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -6271741.500000 Penalty: 5394.321777
	Iteration 8F: 3 clusters Score -6271742 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -6273085.000000 Penalty: 5394.321777
	Iteration 9Q: 3 clusters Score -6273085 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -6273952.000000 Penalty: 5394.321777
	Iteration 10Q: 3 clusters Score -6273952 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -6274592.000000 Penalty: 5394.321777
	Iteration 11Q: 3 clusters Score -6274592 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -6275047.500000 Penalty: 5394.321777
	Iteration 12Q: 3 clusters Score -6275048 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -6275429.500000 Penalty: 5394.321777
	Iteration 13Q: 3 clusters Score -6275430 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -6275766.000000 Penalty: 5394.321777
	Iteration 14Q: 3 clusters Score -6275766 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6276137.500000 Penalty: 5394.321777
	Iteration 15Q: 3 clusters Score -6276138 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -6276462.500000 Penalty: 5394.321777
	Iteration 16Q: 3 clusters Score -6276462 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -6276667.000000 Penalty: 5394.321777
	Iteration 17Q: 3 clusters Score -6276667 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -6276898.500000 Penalty: 5394.321777
	Iteration 18Q: 3 clusters Score -6276898 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -6277070.000000 Penalty: 5394.321777
	Iteration 19Q: 3 clusters Score -6277070 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -6277250.000000 Penalty: 5394.321777
	Iteration 20F: 3 clusters Score -6277250 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6277415.500000 Penalty: 5394.321777
	Iteration 21Q: 3 clusters Score -6277416 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -6277563.000000 Penalty: 5394.321777
	Iteration 22Q: 3 clusters Score -6277563 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -6277794.000000 Penalty: 5394.321777
	Iteration 23Q: 3 clusters Score -6277794 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -6278021.500000 Penalty: 5394.321777
	Iteration 24Q: 3 clusters Score -6278022 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -6278294.000000 Penalty: 5394.321777
	Iteration 25Q: 3 clusters Score -6278294 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -6278506.500000 Penalty: 5394.321777
	Iteration 26Q: 3 clusters Score -6278506 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6278726.000000 Penalty: 5394.321777
	Iteration 27Q: 3 clusters Score -6278726 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -6278870.000000 Penalty: 5394.321777
	Iteration 28Q: 3 clusters Score -6278870 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6279029.500000 Penalty: 5394.321777
	Iteration 29Q: 3 clusters Score -6279030 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6279199.000000 Penalty: 5394.321777
	Iteration 30Q: 3 clusters Score -6279199 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -6279309.500000 Penalty: 5394.321777
	Iteration 31Q: 3 clusters Score -6279310 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6279406.500000 Penalty: 5394.321777
	Iteration 32Q: 3 clusters Score -6279406 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -6279511.000000 Penalty: 5394.321777
	Iteration 33Q: 3 clusters Score -6279511 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -6279571.000000 Penalty: 5394.321777
	Iteration 34Q: 3 clusters Score -6279571 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6279630.000000 Penalty: 5394.321777
	Iteration 35Q: 3 clusters Score -6279630 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6279694.500000 Penalty: 5394.321777
	Iteration 36Q: 3 clusters Score -6279694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6279754.000000 Penalty: 5394.321777
	Iteration 37Q: 3 clusters Score -6279754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6279821.000000 Penalty: 5394.321777
	Iteration 38Q: 3 clusters Score -6279821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -6279857.500000 Penalty: 5394.321777
	Iteration 39Q: 3 clusters Score -6279858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -6279924.000000 Penalty: 5394.321777
	Iteration 40F: 3 clusters Score -6279924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -6279934.000000 Penalty: 5394.321777
	Iteration 41Q: 3 clusters Score -6279934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6279953.000000 Penalty: 5394.321777
	Iteration 42Q: 3 clusters Score -6279953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -6279966.500000 Penalty: 5394.321777
	Iteration 43Q: 3 clusters Score -6279966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6279980.500000 Penalty: 5394.321777
	Iteration 44Q: 3 clusters Score -6279980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -6279989.500000 Penalty: 5394.321777
	Iteration 45Q: 3 clusters Score -6279990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6280002.500000 Penalty: 5394.321777
	Iteration 46Q: 3 clusters Score -6280002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6279994.500000 Penalty: 5394.321777
	Iteration 47Q: 3 clusters Score -6279994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -6280008.500000 Penalty: 5394.321777
	Iteration 48Q: 3 clusters Score -6280008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -6280026.500000 Penalty: 5394.321777
	Iteration 49Q: 3 clusters Score -6280026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6280030.000000 Penalty: 5394.321777
	Iteration 50Q: 3 clusters Score -6280030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6280040.500000 Penalty: 5394.321777
	Iteration 51Q: 3 clusters Score -6280040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6280034.500000 Penalty: 5394.321777
	Iteration 52Q: 3 clusters Score -6280034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6280044.500000 Penalty: 5394.321777
	Iteration 53Q: 3 clusters Score -6280044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -6280052.500000 Penalty: 5394.321777
	Iteration 54Q: 3 clusters Score -6280052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6280057.500000 Penalty: 5394.321777
	Iteration 55Q: 3 clusters Score -6280058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6280057.000000 Penalty: 5394.321777
	Iteration 56Q: 3 clusters Score -6280057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6280064.000000 Penalty: 5394.321777
	Iteration 57Q: 3 clusters Score -6280064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -6280057.000000 Penalty: 5394.321777
	Iteration 58Q: 3 clusters Score -6280057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6280073.000000 Penalty: 5394.321777
	Iteration 59Q: 3 clusters Score -6280073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -6280071.000000 Penalty: 5394.321777
	Iteration 60F: 3 clusters Score -6280071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -6280069.500000 Penalty: 5394.321777
	Iteration 61Q: 3 clusters Score -6280070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -6280070.500000 Penalty: 5394.321777
	Iteration 62Q: 3 clusters Score -6280070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6280070.500000 Penalty: 5394.321777
	Iteration 63Q: 3 clusters Score -6280070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -6280083.500000 Penalty: 5394.321777
	Iteration 64Q: 3 clusters Score -6280084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -6280082.000000 Penalty: 5394.321777
	Iteration 65Q: 3 clusters Score -6280082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -6280083.500000 Penalty: 5394.321777
	Iteration 66Q: 3 clusters Score -6280084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -6280069.000000 Penalty: 5394.321777
	Iteration 67Q: 3 clusters Score -6280069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6280072.000000 Penalty: 5394.321777
	Iteration 68Q: 3 clusters Score -6280072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6280083.500000 Penalty: 5394.321777
	Iteration 69Q: 3 clusters Score -6280084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6280085.000000 Penalty: 5394.321777
	Iteration 70Q: 3 clusters Score -6280085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -6280088.000000 Penalty: 5394.321777
	Iteration 71Q: 3 clusters Score -6280088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -6280084.000000 Penalty: 5394.321777
	Iteration 72Q: 3 clusters Score -6280084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6280086.000000 Penalty: 5394.321777
	Iteration 73Q: 3 clusters Score -6280086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -6280084.500000 Penalty: 5394.321777
	Iteration 74Q: 3 clusters Score -6280084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -6280087.000000 Penalty: 5394.321777
	Iteration 75Q: 3 clusters Score -6280087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -6280089.000000 Penalty: 5394.321777
	Iteration 76Q: 3 clusters Score -6280089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6280105.000000 Penalty: 5394.321777
	Iteration 77Q: 3 clusters Score -6280105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -6280107.000000 Penalty: 5394.321777
	Iteration 78Q: 3 clusters Score -6280107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6280103.000000 Penalty: 5394.321777
	Iteration 79Q: 3 clusters Score -6280103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -6280103.500000 Penalty: 5394.321777
	Iteration 80F: 3 clusters Score -6280104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -87352.414062 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -87352.41 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 409 members 
Entering Unmasked Estep 
Score: -85584.781250 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -85584.78 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85839.234375 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -85839.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85916.937500 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -85916.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85964.000000 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -85964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86016.640625 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -86016.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86052.015625 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -86052.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86105.531250 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -86105.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86127.789062 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -86127.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86147.921875 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -86147.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86167.679688 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -86167.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86182.539062 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -86182.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86208.531250 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -86208.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86234.601562 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -86234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86272.539062 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -86272.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86349.718750 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -86349.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86481.726562 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -86481.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86693.257812 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -86693.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86886.484375 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -86886.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87084.601562 Penalty: 3327.814941
	Iteration 18F: 3 clusters Score -87084.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87234.351562 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -87234.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87312.507812 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -87312.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87375.218750 Penalty: 3327.814941
	Iteration 21Q: 3 clusters Score -87375.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87449.289062 Penalty: 3327.814941
	Iteration 22Q: 3 clusters Score -87449.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87493.882812 Penalty: 3327.814941
	Iteration 23Q: 3 clusters Score -87493.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87519.632812 Penalty: 3327.814941
	Iteration 24Q: 3 clusters Score -87519.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87533.234375 Penalty: 3327.814941
	Iteration 25Q: 3 clusters Score -87533.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87540.937500 Penalty: 3327.814941
	Iteration 26Q: 3 clusters Score -87540.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87541.914062 Penalty: 3327.814941
	Iteration 27Q: 3 clusters Score -87541.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87541.914062 Penalty: 3327.814941
	Iteration 28F: 3 clusters Score -87541.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83994 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 109479 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 264865 members 
Mstep: Class 7 contains 71799 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 74599 members 
Mstep: Class 10 contains 11943 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51892 members 
Mstep: Class 13 contains 324206 members 
Mstep: Class 14 contains 52873 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 196738 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19400 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 34939 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 23195 members 
Mstep: Class 23 contains 8571 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 200541 members 
Entering Unmasked Estep 
Score: -184003744.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -184004816.000000 to -184003744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (196738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196738 members 
Entering Unmasked Estep 
Score: -23144318.000000 Penalty: 3023.027832
	Iteration 0F: 2 clusters Score -2.314432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -23014300.000000 Penalty: 6046.055664
	Iteration 0F: 3 clusters Score -2.30143e+07 nChanged 94418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -23070068.000000 Penalty: 6046.055664
	Iteration 1F: 3 clusters Score -2.307007e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -23071266.000000 Penalty: 6046.055664
	Iteration 2Q: 3 clusters Score -2.307127e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -23072654.000000 Penalty: 6046.055664
	Iteration 3Q: 3 clusters Score -2.307265e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 102798 members 
Entering Unmasked Estep 
Score: -23074324.000000 Penalty: 6046.055664
	Iteration 4Q: 3 clusters Score -2.307432e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -23076492.000000 Penalty: 6046.055664
	Iteration 5Q: 3 clusters Score -2.307649e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -23079350.000000 Penalty: 6046.055664
	Iteration 6Q: 3 clusters Score -2.307935e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -23083374.000000 Penalty: 6046.055664
	Iteration 7Q: 3 clusters Score -2.308337e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -23088008.000000 Penalty: 6046.055664
	Iteration 8F: 3 clusters Score -2.308801e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 129892 members 
Entering Unmasked Estep 
Score: -23094494.000000 Penalty: 6046.055664
	Iteration 9F: 3 clusters Score -2.309449e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -23102260.000000 Penalty: 6046.055664
	Iteration 10F: 3 clusters Score -2.310226e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -23110572.000000 Penalty: 6046.055664
	Iteration 11F: 3 clusters Score -2.311057e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -23118282.000000 Penalty: 6046.055664
	Iteration 12F: 3 clusters Score -2.311828e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -23124710.000000 Penalty: 6046.055664
	Iteration 13Q: 3 clusters Score -2.312471e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -23129722.000000 Penalty: 6046.055664
	Iteration 14Q: 3 clusters Score -2.312972e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -23133160.000000 Penalty: 6046.055664
	Iteration 15Q: 3 clusters Score -2.313316e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 184396 members 
Entering Unmasked Estep 
Score: -23135394.000000 Penalty: 6046.055664
	Iteration 16Q: 3 clusters Score -2.313539e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 187361 members 
Entering Unmasked Estep 
Score: -23137118.000000 Penalty: 6046.055664
	Iteration 17Q: 3 clusters Score -2.313712e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -23138474.000000 Penalty: 6046.055664
	Iteration 18Q: 3 clusters Score -2.313847e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 191432 members 
Entering Unmasked Estep 
Score: -23139442.000000 Penalty: 6046.055664
	Iteration 19Q: 3 clusters Score -2.313944e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 192718 members 
Entering Unmasked Estep 
Score: -23140222.000000 Penalty: 6046.055664
	Iteration 20F: 3 clusters Score -2.314022e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 193623 members 
Entering Unmasked Estep 
Score: -23140754.000000 Penalty: 6046.055664
	Iteration 21Q: 3 clusters Score -2.314075e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 194246 members 
Entering Unmasked Estep 
Score: -23141160.000000 Penalty: 6046.055664
	Iteration 22Q: 3 clusters Score -2.314116e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -23141402.000000 Penalty: 6046.055664
	Iteration 23Q: 3 clusters Score -2.31414e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 194963 members 
Entering Unmasked Estep 
Score: -23141540.000000 Penalty: 6046.055664
	Iteration 24Q: 3 clusters Score -2.314154e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -23141638.000000 Penalty: 6046.055664
	Iteration 25Q: 3 clusters Score -2.314164e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 195322 members 
Entering Unmasked Estep 
Score: -23141704.000000 Penalty: 6046.055664
	Iteration 26Q: 3 clusters Score -2.31417e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 195426 members 
Entering Unmasked Estep 
Score: -23141798.000000 Penalty: 6046.055664
	Iteration 27Q: 3 clusters Score -2.31418e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 195491 members 
Entering Unmasked Estep 
Score: -23141848.000000 Penalty: 6046.055664
	Iteration 28Q: 3 clusters Score -2.314185e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 195540 members 
Entering Unmasked Estep 
Score: -23141870.000000 Penalty: 6046.055664
	Iteration 29Q: 3 clusters Score -2.314187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 195576 members 
Entering Unmasked Estep 
Score: -23141852.000000 Penalty: 6046.055664
	Iteration 30Q: 3 clusters Score -2.314185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -23141870.000000 Penalty: 6046.055664
	Iteration 31Q: 3 clusters Score -2.314187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 195620 members 
Entering Unmasked Estep 
Score: -23141856.000000 Penalty: 6046.055664
	Iteration 32Q: 3 clusters Score -2.314186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 195638 members 
Entering Unmasked Estep 
Score: -23141878.000000 Penalty: 6046.055664
	Iteration 33Q: 3 clusters Score -2.314188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 195654 members 
Entering Unmasked Estep 
Score: -23141888.000000 Penalty: 6046.055664
	Iteration 34Q: 3 clusters Score -2.314189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 195664 members 
Entering Unmasked Estep 
Score: -23141864.000000 Penalty: 6046.055664
	Iteration 35Q: 3 clusters Score -2.314186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 195671 members 
Entering Unmasked Estep 
Score: -23141890.000000 Penalty: 6046.055664
	Iteration 36Q: 3 clusters Score -2.314189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 195684 members 
Entering Unmasked Estep 
Score: -23141898.000000 Penalty: 6046.055664
	Iteration 37Q: 3 clusters Score -2.31419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 195698 members 
Entering Unmasked Estep 
Score: -23141870.000000 Penalty: 6046.055664
	Iteration 38Q: 3 clusters Score -2.314187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 195714 members 
Entering Unmasked Estep 
Score: -23141880.000000 Penalty: 6046.055664
	Iteration 39Q: 3 clusters Score -2.314188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 195723 members 
Entering Unmasked Estep 
Score: -23141902.000000 Penalty: 6046.055664
	Iteration 40F: 3 clusters Score -2.31419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 195735 members 
Entering Unmasked Estep 
Score: -23141910.000000 Penalty: 6046.055664
	Iteration 41Q: 3 clusters Score -2.314191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 195742 members 
Entering Unmasked Estep 
Score: -23141944.000000 Penalty: 6046.055664
	Iteration 42Q: 3 clusters Score -2.314194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 195745 members 
Entering Unmasked Estep 
Score: -23141930.000000 Penalty: 6046.055664
	Iteration 43Q: 3 clusters Score -2.314193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 195750 members 
Entering Unmasked Estep 
Score: -23141938.000000 Penalty: 6046.055664
	Iteration 44Q: 3 clusters Score -2.314194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -23141924.000000 Penalty: 6046.055664
	Iteration 45Q: 3 clusters Score -2.314192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 195756 members 
Entering Unmasked Estep 
Score: -23141920.000000 Penalty: 6046.055664
	Iteration 46Q: 3 clusters Score -2.314192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 195759 members 
Entering Unmasked Estep 
Score: -23141928.000000 Penalty: 6046.055664
	Iteration 47Q: 3 clusters Score -2.314193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 195759 members 
Entering Unmasked Estep 
Score: -23141936.000000 Penalty: 6046.055664
	Iteration 48Q: 3 clusters Score -2.314194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -23141932.000000 Penalty: 6046.055664
	Iteration 49Q: 3 clusters Score -2.314193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -23141932.000000 Penalty: 6046.055664
	Iteration 50F: 3 clusters Score -2.314193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -278657.593750 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -278657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -275697.375000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -275697.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -276259.281250 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -276259.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -276415.312500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -276415.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276557.937500 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -276557.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -276702.000000 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -276702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -276912.093750 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -276912.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -277233.625000 Penalty: 3895.772949
	Iteration 6F: 3 clusters Score -277233.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -277540.250000 Penalty: 3895.772949
	Iteration 7F: 3 clusters Score -277540.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -277765.125000 Penalty: 3895.772949
	Iteration 8F: 3 clusters Score -277765.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -277934.562500 Penalty: 3895.772949
	Iteration 9F: 3 clusters Score -277934.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -278038.718750 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -278038.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -278137.593750 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -278137.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278226.031250 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -278226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -278276.968750 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -278277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -278305.906250 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -278305.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -278325.718750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -278325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -278333.250000 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -278333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -278339.343750 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -278339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -278347.218750 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -278347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -278349.375000 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -278349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -278351.156250 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -278351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -278352.093750 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -278352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -278352.968750 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -278353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -278352.968750 Penalty: 3895.772949
	Iteration 23F: 3 clusters Score -278353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Entering Unmasked Estep 
Score: -2255070.750000 Penalty: 2448.511230
	Iteration 0F: 2 clusters Score -2255071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2241455.250000 Penalty: 4897.022461
	Iteration 0F: 3 clusters Score -2241455 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2246096.250000 Penalty: 4897.022461
	Iteration 1F: 3 clusters Score -2246096 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2246609.500000 Penalty: 4897.022461
	Iteration 2F: 3 clusters Score -2246610 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2247026.000000 Penalty: 4897.022461
	Iteration 3F: 3 clusters Score -2247026 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2247412.000000 Penalty: 4897.022461
	Iteration 4Q: 3 clusters Score -2247412 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2247805.250000 Penalty: 4897.022461
	Iteration 5Q: 3 clusters Score -2247805 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2248243.500000 Penalty: 4897.022461
	Iteration 6Q: 3 clusters Score -2248244 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2248722.500000 Penalty: 4897.022461
	Iteration 7Q: 3 clusters Score -2248722 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2249212.500000 Penalty: 4897.022461
	Iteration 8Q: 3 clusters Score -2249212 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2249727.500000 Penalty: 4897.022461
	Iteration 9Q: 3 clusters Score -2249728 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2250276.500000 Penalty: 4897.022461
	Iteration 10Q: 3 clusters Score -2250276 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2250791.000000 Penalty: 4897.022461
	Iteration 11Q: 3 clusters Score -2250791 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2251303.500000 Penalty: 4897.022461
	Iteration 12Q: 3 clusters Score -2251304 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2251766.000000 Penalty: 4897.022461
	Iteration 13Q: 3 clusters Score -2251766 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2252098.000000 Penalty: 4897.022461
	Iteration 14Q: 3 clusters Score -2252098 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2252325.750000 Penalty: 4897.022461
	Iteration 15Q: 3 clusters Score -2252326 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2252508.500000 Penalty: 4897.022461
	Iteration 16Q: 3 clusters Score -2252508 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2252650.500000 Penalty: 4897.022461
	Iteration 17Q: 3 clusters Score -2252650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2252749.500000 Penalty: 4897.022461
	Iteration 18Q: 3 clusters Score -2252750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2252826.500000 Penalty: 4897.022461
	Iteration 19Q: 3 clusters Score -2252826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2252877.250000 Penalty: 4897.022461
	Iteration 20F: 3 clusters Score -2252877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2252928.000000 Penalty: 4897.022461
	Iteration 21Q: 3 clusters Score -2252928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2252971.250000 Penalty: 4897.022461
	Iteration 22Q: 3 clusters Score -2252971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2253013.500000 Penalty: 4897.022461
	Iteration 23Q: 3 clusters Score -2253014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2253052.500000 Penalty: 4897.022461
	Iteration 24Q: 3 clusters Score -2253052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2253075.500000 Penalty: 4897.022461
	Iteration 25Q: 3 clusters Score -2253076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2253084.250000 Penalty: 4897.022461
	Iteration 26Q: 3 clusters Score -2253084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2253092.750000 Penalty: 4897.022461
	Iteration 27Q: 3 clusters Score -2253093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2253106.500000 Penalty: 4897.022461
	Iteration 28Q: 3 clusters Score -2253106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2253117.750000 Penalty: 4897.022461
	Iteration 29Q: 3 clusters Score -2253118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2253128.000000 Penalty: 4897.022461
	Iteration 30Q: 3 clusters Score -2253128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2253140.500000 Penalty: 4897.022461
	Iteration 31Q: 3 clusters Score -2253140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2253150.750000 Penalty: 4897.022461
	Iteration 32Q: 3 clusters Score -2253151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2253165.750000 Penalty: 4897.022461
	Iteration 33Q: 3 clusters Score -2253166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2253162.000000 Penalty: 4897.022461
	Iteration 34Q: 3 clusters Score -2253162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2253173.250000 Penalty: 4897.022461
	Iteration 35Q: 3 clusters Score -2253173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2253173.500000 Penalty: 4897.022461
	Iteration 36Q: 3 clusters Score -2253174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2253179.500000 Penalty: 4897.022461
	Iteration 37Q: 3 clusters Score -2253180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2253184.500000 Penalty: 4897.022461
	Iteration 38Q: 3 clusters Score -2253184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2253186.000000 Penalty: 4897.022461
	Iteration 39Q: 3 clusters Score -2253186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2253193.000000 Penalty: 4897.022461
	Iteration 40F: 3 clusters Score -2253193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2253192.750000 Penalty: 4897.022461
	Iteration 41Q: 3 clusters Score -2253193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2253196.000000 Penalty: 4897.022461
	Iteration 42Q: 3 clusters Score -2253196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2253198.750000 Penalty: 4897.022461
	Iteration 43Q: 3 clusters Score -2253199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2253203.250000 Penalty: 4897.022461
	Iteration 44Q: 3 clusters Score -2253203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2253203.750000 Penalty: 4897.022461
	Iteration 45Q: 3 clusters Score -2253204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2253203.500000 Penalty: 4897.022461
	Iteration 46Q: 3 clusters Score -2253204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2253200.000000 Penalty: 4897.022461
	Iteration 47Q: 3 clusters Score -2253200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2253201.500000 Penalty: 4897.022461
	Iteration 48Q: 3 clusters Score -2253202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2253201.750000 Penalty: 4897.022461
	Iteration 49Q: 3 clusters Score -2253202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2253203.500000 Penalty: 4897.022461
	Iteration 50Q: 3 clusters Score -2253204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2253204.750000 Penalty: 4897.022461
	Iteration 51Q: 3 clusters Score -2253205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2253204.750000 Penalty: 4897.022461
	Iteration 52F: 3 clusters Score -2253205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -187429.343750 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -187429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -184994.062500 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -184994.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185455.203125 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -185455.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185580.140625 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -185580.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -185661.796875 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -185661.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185721.531250 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -185721.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185752.906250 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -185752.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185782.015625 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -185782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185817.484375 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -185817.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -185863.718750 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -185863.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185898.531250 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -185898.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185926.187500 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -185926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -185942.921875 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -185942.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -185958.375000 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -185958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185968.546875 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -185968.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -185976.718750 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -185976.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185990.484375 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -185990.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186011.343750 Penalty: 3690.895020
	Iteration 16Q: 3 clusters Score -186011.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -186027.734375 Penalty: 3690.895020
	Iteration 17Q: 3 clusters Score -186027.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -186043.687500 Penalty: 3690.895020
	Iteration 18Q: 3 clusters Score -186043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186055.781250 Penalty: 3690.895020
	Iteration 19Q: 3 clusters Score -186055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186064.421875 Penalty: 3690.895020
	Iteration 20F: 3 clusters Score -186064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -186074.500000 Penalty: 3690.895020
	Iteration 21Q: 3 clusters Score -186074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186077.421875 Penalty: 3690.895020
	Iteration 22Q: 3 clusters Score -186077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186082.218750 Penalty: 3690.895020
	Iteration 23Q: 3 clusters Score -186082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -186085.406250 Penalty: 3690.895020
	Iteration 24Q: 3 clusters Score -186085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186087.359375 Penalty: 3690.895020
	Iteration 25Q: 3 clusters Score -186087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186088.531250 Penalty: 3690.895020
	Iteration 26Q: 3 clusters Score -186088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -186089.203125 Penalty: 3690.895020
	Iteration 27Q: 3 clusters Score -186089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -186089.203125 Penalty: 3690.895020
	Iteration 28F: 3 clusters Score -186089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Entering Unmasked Estep 
Score: -4169788.000000 Penalty: 2594.416992
	Iteration 0F: 2 clusters Score -4169788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4146033.500000 Penalty: 5188.833984
	Iteration 0F: 3 clusters Score -4146034 nChanged 15901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4154667.000000 Penalty: 5188.833984
	Iteration 1F: 3 clusters Score -4154667 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4155173.750000 Penalty: 5188.833984
	Iteration 2Q: 3 clusters Score -4155174 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4155627.250000 Penalty: 5188.833984
	Iteration 3Q: 3 clusters Score -4155627 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4156070.750000 Penalty: 5188.833984
	Iteration 4Q: 3 clusters Score -4156071 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4156709.500000 Penalty: 5188.833984
	Iteration 5Q: 3 clusters Score -4156710 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4157588.500000 Penalty: 5188.833984
	Iteration 6Q: 3 clusters Score -4157588 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4158940.250000 Penalty: 5188.833984
	Iteration 7F: 3 clusters Score -4158940 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4160812.750000 Penalty: 5188.833984
	Iteration 8F: 3 clusters Score -4160813 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4162929.250000 Penalty: 5188.833984
	Iteration 9F: 3 clusters Score -4162929 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4164776.750000 Penalty: 5188.833984
	Iteration 10F: 3 clusters Score -4164777 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4166039.750000 Penalty: 5188.833984
	Iteration 11Q: 3 clusters Score -4166040 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4166715.750000 Penalty: 5188.833984
	Iteration 12Q: 3 clusters Score -4166716 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4167086.750000 Penalty: 5188.833984
	Iteration 13Q: 3 clusters Score -4167087 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4167284.000000 Penalty: 5188.833984
	Iteration 14Q: 3 clusters Score -4167284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4167393.750000 Penalty: 5188.833984
	Iteration 15Q: 3 clusters Score -4167394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4167458.250000 Penalty: 5188.833984
	Iteration 16Q: 3 clusters Score -4167458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4167495.500000 Penalty: 5188.833984
	Iteration 17Q: 3 clusters Score -4167496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4167507.250000 Penalty: 5188.833984
	Iteration 18Q: 3 clusters Score -4167507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -4167516.000000 Penalty: 5188.833984
	Iteration 19Q: 3 clusters Score -4167516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4167519.250000 Penalty: 5188.833984
	Iteration 20F: 3 clusters Score -4167519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4167517.000000 Penalty: 5188.833984
	Iteration 21Q: 3 clusters Score -4167517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4167517.000000 Penalty: 5188.833984
	Iteration 22F: 3 clusters Score -4167517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Entering Unmasked Estep 
Score: -973001.437500 Penalty: 2246.067139
	Iteration 0F: 2 clusters Score -973001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -966263.312500 Penalty: 4492.134277
	Iteration 0F: 3 clusters Score -966263.3 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -968146.375000 Penalty: 4492.134277
	Iteration 1F: 3 clusters Score -968146.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -968477.562500 Penalty: 4492.134277
	Iteration 2F: 3 clusters Score -968477.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -968705.937500 Penalty: 4492.134277
	Iteration 3F: 3 clusters Score -968705.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -968858.750000 Penalty: 4492.134277
	Iteration 4Q: 3 clusters Score -968858.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -968979.187500 Penalty: 4492.134277
	Iteration 5Q: 3 clusters Score -968979.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -969100.125000 Penalty: 4492.134277
	Iteration 6Q: 3 clusters Score -969100.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -969224.812500 Penalty: 4492.134277
	Iteration 7Q: 3 clusters Score -969224.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -969386.625000 Penalty: 4492.134277
	Iteration 8Q: 3 clusters Score -969386.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -969589.875000 Penalty: 4492.134277
	Iteration 9Q: 3 clusters Score -969589.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -969847.750000 Penalty: 4492.134277
	Iteration 10Q: 3 clusters Score -969847.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -970135.125000 Penalty: 4492.134277
	Iteration 11Q: 3 clusters Score -970135.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -970404.812500 Penalty: 4492.134277
	Iteration 12Q: 3 clusters Score -970404.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -970620.125000 Penalty: 4492.134277
	Iteration 13Q: 3 clusters Score -970620.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -970804.625000 Penalty: 4492.134277
	Iteration 14Q: 3 clusters Score -970804.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -970911.375000 Penalty: 4492.134277
	Iteration 15Q: 3 clusters Score -970911.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -970996.125000 Penalty: 4492.134277
	Iteration 16Q: 3 clusters Score -970996.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -971046.312500 Penalty: 4492.134277
	Iteration 17Q: 3 clusters Score -971046.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -971069.937500 Penalty: 4492.134277
	Iteration 18Q: 3 clusters Score -971069.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -971083.500000 Penalty: 4492.134277
	Iteration 19Q: 3 clusters Score -971083.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -971098.125000 Penalty: 4492.134277
	Iteration 20F: 3 clusters Score -971098.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -971107.125000 Penalty: 4492.134277
	Iteration 21Q: 3 clusters Score -971107.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -971112.250000 Penalty: 4492.134277
	Iteration 22Q: 3 clusters Score -971112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -971117.562500 Penalty: 4492.134277
	Iteration 23Q: 3 clusters Score -971117.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -971120.750000 Penalty: 4492.134277
	Iteration 24Q: 3 clusters Score -971120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -971125.375000 Penalty: 4492.134277
	Iteration 25Q: 3 clusters Score -971125.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -971127.375000 Penalty: 4492.134277
	Iteration 26Q: 3 clusters Score -971127.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -971127.812500 Penalty: 4492.134277
	Iteration 27Q: 3 clusters Score -971127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -971131.187500 Penalty: 4492.134277
	Iteration 28Q: 3 clusters Score -971131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -971131.500000 Penalty: 4492.134277
	Iteration 29Q: 3 clusters Score -971131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -971133.375000 Penalty: 4492.134277
	Iteration 30Q: 3 clusters Score -971133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -971133.875000 Penalty: 4492.134277
	Iteration 31Q: 3 clusters Score -971133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -971133.875000 Penalty: 4492.134277
	Iteration 32F: 3 clusters Score -971133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Entering Unmasked Estep 
Score: -2765786.250000 Penalty: 2492.819580
	Iteration 0F: 2 clusters Score -2765786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2749656.500000 Penalty: 4985.639160
	Iteration 0F: 3 clusters Score -2749656 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2755044.000000 Penalty: 4985.639160
	Iteration 1F: 3 clusters Score -2755044 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2755441.750000 Penalty: 4985.639160
	Iteration 2F: 3 clusters Score -2755442 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2755800.250000 Penalty: 4985.639160
	Iteration 3Q: 3 clusters Score -2755800 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2756177.000000 Penalty: 4985.639160
	Iteration 4Q: 3 clusters Score -2756177 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2756636.000000 Penalty: 4985.639160
	Iteration 5Q: 3 clusters Score -2756636 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2757206.500000 Penalty: 4985.639160
	Iteration 6Q: 3 clusters Score -2757206 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2757999.250000 Penalty: 4985.639160
	Iteration 7F: 3 clusters Score -2757999 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2759088.500000 Penalty: 4985.639160
	Iteration 8F: 3 clusters Score -2759088 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2760486.750000 Penalty: 4985.639160
	Iteration 9F: 3 clusters Score -2760487 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2761811.250000 Penalty: 4985.639160
	Iteration 10F: 3 clusters Score -2761811 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2762767.750000 Penalty: 4985.639160
	Iteration 11Q: 3 clusters Score -2762768 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2763269.500000 Penalty: 4985.639160
	Iteration 12Q: 3 clusters Score -2763270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2763559.750000 Penalty: 4985.639160
	Iteration 13Q: 3 clusters Score -2763560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2763724.500000 Penalty: 4985.639160
	Iteration 14Q: 3 clusters Score -2763724 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2763855.000000 Penalty: 4985.639160
	Iteration 15Q: 3 clusters Score -2763855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2763939.250000 Penalty: 4985.639160
	Iteration 16Q: 3 clusters Score -2763939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2763982.750000 Penalty: 4985.639160
	Iteration 17Q: 3 clusters Score -2763983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2764009.750000 Penalty: 4985.639160
	Iteration 18Q: 3 clusters Score -2764010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2764026.250000 Penalty: 4985.639160
	Iteration 19Q: 3 clusters Score -2764026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2764029.500000 Penalty: 4985.639160
	Iteration 20F: 3 clusters Score -2764030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2764031.750000 Penalty: 4985.639160
	Iteration 21Q: 3 clusters Score -2764032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2764038.000000 Penalty: 4985.639160
	Iteration 22Q: 3 clusters Score -2764038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2764040.000000 Penalty: 4985.639160
	Iteration 23Q: 3 clusters Score -2764040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2764043.500000 Penalty: 4985.639160
	Iteration 24Q: 3 clusters Score -2764044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2764042.500000 Penalty: 4985.639160
	Iteration 25Q: 3 clusters Score -2764042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2764043.750000 Penalty: 4985.639160
	Iteration 26Q: 3 clusters Score -2764044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2764043.750000 Penalty: 4985.639160
	Iteration 27F: 3 clusters Score -2764044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -932170.875000 Penalty: 2245.922607
	Iteration 0F: 2 clusters Score -932170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -925389.125000 Penalty: 4491.845215
	Iteration 0F: 3 clusters Score -925389.1 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -927220.750000 Penalty: 4491.845215
	Iteration 1F: 3 clusters Score -927220.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -927499.562500 Penalty: 4491.845215
	Iteration 2F: 3 clusters Score -927499.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -927707.812500 Penalty: 4491.845215
	Iteration 3F: 3 clusters Score -927707.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -927870.750000 Penalty: 4491.845215
	Iteration 4Q: 3 clusters Score -927870.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -927990.375000 Penalty: 4491.845215
	Iteration 5Q: 3 clusters Score -927990.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -928092.375000 Penalty: 4491.845215
	Iteration 6Q: 3 clusters Score -928092.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -928186.687500 Penalty: 4491.845215
	Iteration 7Q: 3 clusters Score -928186.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -928272.500000 Penalty: 4491.845215
	Iteration 8Q: 3 clusters Score -928272.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -928341.937500 Penalty: 4491.845215
	Iteration 9Q: 3 clusters Score -928341.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -928407.375000 Penalty: 4491.845215
	Iteration 10Q: 3 clusters Score -928407.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -928470.125000 Penalty: 4491.845215
	Iteration 11Q: 3 clusters Score -928470.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -928547.750000 Penalty: 4491.845215
	Iteration 12Q: 3 clusters Score -928547.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -928631.500000 Penalty: 4491.845215
	Iteration 13Q: 3 clusters Score -928631.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -928748.375000 Penalty: 4491.845215
	Iteration 14Q: 3 clusters Score -928748.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -928881.125000 Penalty: 4491.845215
	Iteration 15Q: 3 clusters Score -928881.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -929058.187500 Penalty: 4491.845215
	Iteration 16Q: 3 clusters Score -929058.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -929276.562500 Penalty: 4491.845215
	Iteration 17Q: 3 clusters Score -929276.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -929499.625000 Penalty: 4491.845215
	Iteration 18Q: 3 clusters Score -929499.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -929755.437500 Penalty: 4491.845215
	Iteration 19Q: 3 clusters Score -929755.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -929945.062500 Penalty: 4491.845215
	Iteration 20F: 3 clusters Score -929945.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -930083.625000 Penalty: 4491.845215
	Iteration 21Q: 3 clusters Score -930083.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -930211.812500 Penalty: 4491.845215
	Iteration 22Q: 3 clusters Score -930211.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -930298.125000 Penalty: 4491.845215
	Iteration 23Q: 3 clusters Score -930298.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -930365.812500 Penalty: 4491.845215
	Iteration 24Q: 3 clusters Score -930365.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -930424.250000 Penalty: 4491.845215
	Iteration 25Q: 3 clusters Score -930424.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -930475.125000 Penalty: 4491.845215
	Iteration 26Q: 3 clusters Score -930475.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -930515.875000 Penalty: 4491.845215
	Iteration 27Q: 3 clusters Score -930515.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -930546.250000 Penalty: 4491.845215
	Iteration 28Q: 3 clusters Score -930546.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -930567.500000 Penalty: 4491.845215
	Iteration 29Q: 3 clusters Score -930567.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -930584.312500 Penalty: 4491.845215
	Iteration 30Q: 3 clusters Score -930584.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -930598.312500 Penalty: 4491.845215
	Iteration 31Q: 3 clusters Score -930598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -930614.312500 Penalty: 4491.845215
	Iteration 32Q: 3 clusters Score -930614.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -930627.500000 Penalty: 4491.845215
	Iteration 33Q: 3 clusters Score -930627.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -930640.687500 Penalty: 4491.845215
	Iteration 34Q: 3 clusters Score -930640.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -930648.375000 Penalty: 4491.845215
	Iteration 35Q: 3 clusters Score -930648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -930654.937500 Penalty: 4491.845215
	Iteration 36Q: 3 clusters Score -930654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -930661.000000 Penalty: 4491.845215
	Iteration 37Q: 3 clusters Score -930661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -930667.500000 Penalty: 4491.845215
	Iteration 38Q: 3 clusters Score -930667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -930676.750000 Penalty: 4491.845215
	Iteration 39Q: 3 clusters Score -930676.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -930691.125000 Penalty: 4491.845215
	Iteration 40F: 3 clusters Score -930691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -930698.375000 Penalty: 4491.845215
	Iteration 41Q: 3 clusters Score -930698.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -930709.687500 Penalty: 4491.845215
	Iteration 42Q: 3 clusters Score -930709.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -930713.625000 Penalty: 4491.845215
	Iteration 43Q: 3 clusters Score -930713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -930717.437500 Penalty: 4491.845215
	Iteration 44Q: 3 clusters Score -930717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -930719.312500 Penalty: 4491.845215
	Iteration 45Q: 3 clusters Score -930719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -930723.812500 Penalty: 4491.845215
	Iteration 46Q: 3 clusters Score -930723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -930729.937500 Penalty: 4491.845215
	Iteration 47Q: 3 clusters Score -930729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -930734.062500 Penalty: 4491.845215
	Iteration 48Q: 3 clusters Score -930734.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -930742.250000 Penalty: 4491.845215
	Iteration 49Q: 3 clusters Score -930742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -930746.750000 Penalty: 4491.845215
	Iteration 50Q: 3 clusters Score -930746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -930754.000000 Penalty: 4491.845215
	Iteration 51Q: 3 clusters Score -930754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -930754.375000 Penalty: 4491.845215
	Iteration 52Q: 3 clusters Score -930754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -930758.187500 Penalty: 4491.845215
	Iteration 53Q: 3 clusters Score -930758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -930764.875000 Penalty: 4491.845215
	Iteration 54Q: 3 clusters Score -930764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -930768.625000 Penalty: 4491.845215
	Iteration 55Q: 3 clusters Score -930768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -930769.312500 Penalty: 4491.845215
	Iteration 56Q: 3 clusters Score -930769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -930769.437500 Penalty: 4491.845215
	Iteration 57Q: 3 clusters Score -930769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -930771.687500 Penalty: 4491.845215
	Iteration 58Q: 3 clusters Score -930771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -930771.687500 Penalty: 4491.845215
	Iteration 59F: 3 clusters Score -930771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137591.875000 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137591.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -137954.796875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137954.8 nChanged 97
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: -138137.328125 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138137.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -138352.109375 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -138352.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -138480.125000 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -138480.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -138599.062500 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138599.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -138686.296875 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138686.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138738.000000 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -138757.484375 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138757.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -138768.078125 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -138772.812500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138775.046875 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138775.046875 Penalty: 3523.655518
	Iteration 12F: 3 clusters Score -138775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80253.867188 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80253.87 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80658.609375 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80658.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80850.820312 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80850.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -81056.968750 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -81056.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81222.289062 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -81222.29 nChanged 36
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: -81404.351562 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81404.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81469.382812 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81469.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81508.960938 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81508.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -81550.007812 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81550.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81584.242188 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81584.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81631.601562 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81667.226562 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81667.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81688.289062 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81688.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81713.640625 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81713.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81746.976562 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81746.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -81784.156250 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81784.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -81797.507812 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81797.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81804.320312 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -81804.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81807.257812 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -81807.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81807.257812 Penalty: 3331.430908
	Iteration 19F: 3 clusters Score -81807.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -747556.562500 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -747556.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -742122.437500 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -742122.4 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -743543.125000 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -743543.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -743868.375000 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -743868.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -744083.187500 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -744083.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -744259.625000 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -744259.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -744424.812500 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -744424.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -744580.437500 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -744580.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -744726.437500 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -744726.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -744865.062500 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -744865.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -745012.625000 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -745012.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -745165.687500 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -745165.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -745290.000000 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -745290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -745415.562500 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -745415.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -745543.312500 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -745543.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -745639.062500 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -745639.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -745705.562500 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -745705.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -745755.000000 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -745755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -745775.250000 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -745775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -745788.312500 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -745788.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -745808.312500 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -745808.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -745823.875000 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -745823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -745833.437500 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -745833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -745839.875000 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -745839.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -745847.937500 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -745847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -745847.812500 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -745847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -745851.500000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -745851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -745854.125000 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -745854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -745858.062500 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -745858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -745861.750000 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -745861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -745867.375000 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -745867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -745870.000000 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -745870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -745869.125000 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -745869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -745874.062500 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -745874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -745873.937500 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -745873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -745874.812500 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -745874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -745874.812500 Penalty: 4351.982422
	Iteration 35F: 3 clusters Score -745874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -387017.531250 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -387017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -383491.750000 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -383491.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -384211.593750 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -384211.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -384457.968750 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -384458 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -384692.125000 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -384692.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -384937.687500 Penalty: 4047.191406
	Iteration 4F: 3 clusters Score -384937.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -385233.500000 Penalty: 4047.191406
	Iteration 5F: 3 clusters Score -385233.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -385574.000000 Penalty: 4047.191406
	Iteration 6F: 3 clusters Score -385574 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -385883.625000 Penalty: 4047.191406
	Iteration 7F: 3 clusters Score -385883.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -386136.937500 Penalty: 4047.191406
	Iteration 8Q: 3 clusters Score -386136.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -386384.093750 Penalty: 4047.191406
	Iteration 9Q: 3 clusters Score -386384.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -386707.468750 Penalty: 4047.191406
	Iteration 10Q: 3 clusters Score -386707.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -386921.750000 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -386921.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -386973.250000 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -386973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -386982.156250 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -386982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -386984.750000 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -386984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -386986.062500 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -386986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -386986.218750 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -386986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -386987.531250 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -386987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -386987.343750 Penalty: 4047.191406
	Iteration 18Q: 3 clusters Score -386987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -386987.343750 Penalty: 4047.191406
	Iteration 19F: 3 clusters Score -386987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -671295.000000 Penalty: 2159.865479
	Iteration 0F: 2 clusters Score -671295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -666068.000000 Penalty: 4319.730957
	Iteration 0F: 3 clusters Score -666068 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -667390.750000 Penalty: 4319.730957
	Iteration 1F: 3 clusters Score -667390.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -667702.125000 Penalty: 4319.730957
	Iteration 2F: 3 clusters Score -667702.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -667998.312500 Penalty: 4319.730957
	Iteration 3F: 3 clusters Score -667998.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -668282.562500 Penalty: 4319.730957
	Iteration 4F: 3 clusters Score -668282.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -668574.375000 Penalty: 4319.730957
	Iteration 5F: 3 clusters Score -668574.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -668830.750000 Penalty: 4319.730957
	Iteration 6F: 3 clusters Score -668830.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -669076.812500 Penalty: 4319.730957
	Iteration 7F: 3 clusters Score -669076.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -669261.687500 Penalty: 4319.730957
	Iteration 8Q: 3 clusters Score -669261.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -669380.687500 Penalty: 4319.730957
	Iteration 9Q: 3 clusters Score -669380.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -669475.062500 Penalty: 4319.730957
	Iteration 10Q: 3 clusters Score -669475.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -669556.812500 Penalty: 4319.730957
	Iteration 11Q: 3 clusters Score -669556.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -669624.250000 Penalty: 4319.730957
	Iteration 12Q: 3 clusters Score -669624.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -669676.750000 Penalty: 4319.730957
	Iteration 13Q: 3 clusters Score -669676.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -669738.187500 Penalty: 4319.730957
	Iteration 14Q: 3 clusters Score -669738.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -669788.375000 Penalty: 4319.730957
	Iteration 15Q: 3 clusters Score -669788.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -669823.625000 Penalty: 4319.730957
	Iteration 16Q: 3 clusters Score -669823.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -669850.937500 Penalty: 4319.730957
	Iteration 17Q: 3 clusters Score -669850.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -669880.000000 Penalty: 4319.730957
	Iteration 18Q: 3 clusters Score -669880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -669902.812500 Penalty: 4319.730957
	Iteration 19Q: 3 clusters Score -669902.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -669920.812500 Penalty: 4319.730957
	Iteration 20F: 3 clusters Score -669920.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -669935.437500 Penalty: 4319.730957
	Iteration 21Q: 3 clusters Score -669935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -669945.562500 Penalty: 4319.730957
	Iteration 22Q: 3 clusters Score -669945.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -669954.812500 Penalty: 4319.730957
	Iteration 23Q: 3 clusters Score -669954.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -669962.562500 Penalty: 4319.730957
	Iteration 24Q: 3 clusters Score -669962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -669969.125000 Penalty: 4319.730957
	Iteration 25Q: 3 clusters Score -669969.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -669971.187500 Penalty: 4319.730957
	Iteration 26Q: 3 clusters Score -669971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -669976.375000 Penalty: 4319.730957
	Iteration 27Q: 3 clusters Score -669976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -669979.937500 Penalty: 4319.730957
	Iteration 28Q: 3 clusters Score -669979.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -669986.187500 Penalty: 4319.730957
	Iteration 29Q: 3 clusters Score -669986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -669988.687500 Penalty: 4319.730957
	Iteration 30Q: 3 clusters Score -669988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -669994.312500 Penalty: 4319.730957
	Iteration 31Q: 3 clusters Score -669994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -669998.062500 Penalty: 4319.730957
	Iteration 32Q: 3 clusters Score -669998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -670000.250000 Penalty: 4319.730957
	Iteration 33Q: 3 clusters Score -670000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -670003.437500 Penalty: 4319.730957
	Iteration 34Q: 3 clusters Score -670003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -670003.875000 Penalty: 4319.730957
	Iteration 35Q: 3 clusters Score -670003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -670005.750000 Penalty: 4319.730957
	Iteration 36Q: 3 clusters Score -670005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -670005.750000 Penalty: 4319.730957
	Iteration 37Q: 3 clusters Score -670005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -670007.375000 Penalty: 4319.730957
	Iteration 38Q: 3 clusters Score -670007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -670010.187500 Penalty: 4319.730957
	Iteration 39Q: 3 clusters Score -670010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -670013.812500 Penalty: 4319.730957
	Iteration 40F: 3 clusters Score -670013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -670019.687500 Penalty: 4319.730957
	Iteration 41Q: 3 clusters Score -670019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -670022.750000 Penalty: 4319.730957
	Iteration 42Q: 3 clusters Score -670022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -670025.562500 Penalty: 4319.730957
	Iteration 43Q: 3 clusters Score -670025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -670026.187500 Penalty: 4319.730957
	Iteration 44Q: 3 clusters Score -670026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -670027.437500 Penalty: 4319.730957
	Iteration 45Q: 3 clusters Score -670027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -670031.062500 Penalty: 4319.730957
	Iteration 46Q: 3 clusters Score -670031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -670034.437500 Penalty: 4319.730957
	Iteration 47Q: 3 clusters Score -670034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -670036.062500 Penalty: 4319.730957
	Iteration 48Q: 3 clusters Score -670036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -670036.875000 Penalty: 4319.730957
	Iteration 49Q: 3 clusters Score -670036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -670038.000000 Penalty: 4319.730957
	Iteration 50Q: 3 clusters Score -670038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -670038.000000 Penalty: 4319.730957
	Iteration 51F: 3 clusters Score -670038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127969.109375 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127969.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128259.984375 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128344.148438 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128344.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128394.968750 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128424.445312 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128424.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128447.890625 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128459.296875 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128470.250000 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128475.195312 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -128481.601562 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128488.992188 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128501.710938 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128501.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128519.828125 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128526.593750 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -128536.195312 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -128543.000000 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -128543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -128551.062500 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -128551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128554.734375 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -128554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128558.523438 Penalty: 3495.568604
	Iteration 18Q: 3 clusters Score -128558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -128563.656250 Penalty: 3495.568604
	Iteration 19Q: 3 clusters Score -128563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128570.992188 Penalty: 3495.568604
	Iteration 20F: 3 clusters Score -128571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -128576.640625 Penalty: 3495.568604
	Iteration 21Q: 3 clusters Score -128576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128586.265625 Penalty: 3495.568604
	Iteration 22Q: 3 clusters Score -128586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128590.382812 Penalty: 3495.568604
	Iteration 23Q: 3 clusters Score -128590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128597.304688 Penalty: 3495.568604
	Iteration 24Q: 3 clusters Score -128597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128600.109375 Penalty: 3495.568604
	Iteration 25Q: 3 clusters Score -128600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -128600.695312 Penalty: 3495.568604
	Iteration 26Q: 3 clusters Score -128600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -128600.695312 Penalty: 3495.568604
	Iteration 27F: 3 clusters Score -128600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Entering Unmasked Estep 
Score: -420659.843750 Penalty: 2047.831543
	Iteration 0F: 2 clusters Score -420659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -416898.281250 Penalty: 4095.663086
	Iteration 0F: 3 clusters Score -416898.3 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -417955.406250 Penalty: 4095.663086
	Iteration 1F: 3 clusters Score -417955.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -418594.656250 Penalty: 4095.663086
	Iteration 2F: 3 clusters Score -418594.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -419199.968750 Penalty: 4095.663086
	Iteration 3F: 3 clusters Score -419200 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419825.781250 Penalty: 4095.663086
	Iteration 4F: 3 clusters Score -419825.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -420210.156250 Penalty: 4095.663086
	Iteration 5F: 3 clusters Score -420210.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -420368.593750 Penalty: 4095.663086
	Iteration 6Q: 3 clusters Score -420368.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -420434.781250 Penalty: 4095.663086
	Iteration 7Q: 3 clusters Score -420434.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -420463.906250 Penalty: 4095.663086
	Iteration 8Q: 3 clusters Score -420463.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -420476.500000 Penalty: 4095.663086
	Iteration 9Q: 3 clusters Score -420476.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -420484.031250 Penalty: 4095.663086
	Iteration 10Q: 3 clusters Score -420484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -420488.750000 Penalty: 4095.663086
	Iteration 11Q: 3 clusters Score -420488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -420492.218750 Penalty: 4095.663086
	Iteration 12Q: 3 clusters Score -420492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420496.343750 Penalty: 4095.663086
	Iteration 13Q: 3 clusters Score -420496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -420496.593750 Penalty: 4095.663086
	Iteration 14Q: 3 clusters Score -420496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -420499.500000 Penalty: 4095.663086
	Iteration 15Q: 3 clusters Score -420499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -420500.468750 Penalty: 4095.663086
	Iteration 16Q: 3 clusters Score -420500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -420502.187500 Penalty: 4095.663086
	Iteration 17Q: 3 clusters Score -420502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -420503.656250 Penalty: 4095.663086
	Iteration 18Q: 3 clusters Score -420503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -420504.000000 Penalty: 4095.663086
	Iteration 19Q: 3 clusters Score -420504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -420504.906250 Penalty: 4095.663086
	Iteration 20F: 3 clusters Score -420504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 477 members 
Entering Unmasked Estep 
Score: -90559.828125 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90559.83 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91357.546875 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -91357.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -91602.734375 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91602.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -91809.187500 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91809.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -91961.367188 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91961.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92059.226562 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -92059.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92139.078125 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92139.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92216.070312 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92216.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92257.968750 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92257.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -92286.703125 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92302.515625 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92302.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92306.343750 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92306.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92313.718750 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92313.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92317.937500 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92317.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92318.484375 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -92318.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92319.992188 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -92319.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92321.484375 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -92321.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92322.164062 Penalty: 3398.712158
	Iteration 17Q: 3 clusters Score -92322.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92322.164062 Penalty: 3398.712158
	Iteration 18F: 3 clusters Score -92322.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83994 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 109479 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 264865 members 
Mstep: Class 7 contains 71799 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 74599 members 
Mstep: Class 10 contains 11943 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51892 members 
Mstep: Class 13 contains 324206 members 
Mstep: Class 14 contains 52873 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 196738 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19400 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 34939 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 23195 members 
Mstep: Class 23 contains 8571 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 536 members 
Mstep: Class 33 contains 200541 members 
Entering Unmasked Estep 
Score: -184002912.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -184004816.000000 to -184002912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (200541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200541 members 
Entering Unmasked Estep 
Score: -23614652.000000 Penalty: 3027.775879
	Iteration 0F: 2 clusters Score -2.361465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 100380 members 
Entering Unmasked Estep 
Score: -23483488.000000 Penalty: 6055.551758
	Iteration 0F: 3 clusters Score -2.348349e+07 nChanged 96487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 102125 members 
Entering Unmasked Estep 
Score: -23540306.000000 Penalty: 6055.551758
	Iteration 1F: 3 clusters Score -2.354031e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -23541748.000000 Penalty: 6055.551758
	Iteration 2Q: 3 clusters Score -2.354175e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -23543610.000000 Penalty: 6055.551758
	Iteration 3Q: 3 clusters Score -2.354361e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -23545852.000000 Penalty: 6055.551758
	Iteration 4Q: 3 clusters Score -2.354585e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 112642 members 
Entering Unmasked Estep 
Score: -23549082.000000 Penalty: 6055.551758
	Iteration 5Q: 3 clusters Score -2.354908e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -23553866.000000 Penalty: 6055.551758
	Iteration 6Q: 3 clusters Score -2.355387e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 125947 members 
Entering Unmasked Estep 
Score: -23560226.000000 Penalty: 6055.551758
	Iteration 7F: 3 clusters Score -2.356023e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -23568800.000000 Penalty: 6055.551758
	Iteration 8F: 3 clusters Score -2.35688e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 143404 members 
Entering Unmasked Estep 
Score: -23578952.000000 Penalty: 6055.551758
	Iteration 9F: 3 clusters Score -2.357895e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 150631 members 
Entering Unmasked Estep 
Score: -23587956.000000 Penalty: 6055.551758
	Iteration 10F: 3 clusters Score -2.358796e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -23593342.000000 Penalty: 6055.551758
	Iteration 11Q: 3 clusters Score -2.359334e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -23596344.000000 Penalty: 6055.551758
	Iteration 12Q: 3 clusters Score -2.359634e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -23598260.000000 Penalty: 6055.551758
	Iteration 13Q: 3 clusters Score -2.359826e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 167855 members 
Entering Unmasked Estep 
Score: -23599856.000000 Penalty: 6055.551758
	Iteration 14Q: 3 clusters Score -2.359986e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -23601556.000000 Penalty: 6055.551758
	Iteration 15Q: 3 clusters Score -2.360156e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 175035 members 
Entering Unmasked Estep 
Score: -23603024.000000 Penalty: 6055.551758
	Iteration 16Q: 3 clusters Score -2.360302e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 178341 members 
Entering Unmasked Estep 
Score: -23604322.000000 Penalty: 6055.551758
	Iteration 17Q: 3 clusters Score -2.360432e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -23605752.000000 Penalty: 6055.551758
	Iteration 18Q: 3 clusters Score -2.360575e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 184303 members 
Entering Unmasked Estep 
Score: -23607030.000000 Penalty: 6055.551758
	Iteration 19Q: 3 clusters Score -2.360703e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 186823 members 
Entering Unmasked Estep 
Score: -23608188.000000 Penalty: 6055.551758
	Iteration 20F: 3 clusters Score -2.360819e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 189104 members 
Entering Unmasked Estep 
Score: -23609222.000000 Penalty: 6055.551758
	Iteration 21Q: 3 clusters Score -2.360922e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -23610024.000000 Penalty: 6055.551758
	Iteration 22Q: 3 clusters Score -2.361002e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 192572 members 
Entering Unmasked Estep 
Score: -23610878.000000 Penalty: 6055.551758
	Iteration 23Q: 3 clusters Score -2.361088e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 193926 members 
Entering Unmasked Estep 
Score: -23611736.000000 Penalty: 6055.551758
	Iteration 24Q: 3 clusters Score -2.361174e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -23612182.000000 Penalty: 6055.551758
	Iteration 25Q: 3 clusters Score -2.361218e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -23612410.000000 Penalty: 6055.551758
	Iteration 26Q: 3 clusters Score -2.361241e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 196527 members 
Entering Unmasked Estep 
Score: -23612640.000000 Penalty: 6055.551758
	Iteration 27Q: 3 clusters Score -2.361264e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 196989 members 
Entering Unmasked Estep 
Score: -23612798.000000 Penalty: 6055.551758
	Iteration 28Q: 3 clusters Score -2.36128e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 197369 members 
Entering Unmasked Estep 
Score: -23612888.000000 Penalty: 6055.551758
	Iteration 29Q: 3 clusters Score -2.361289e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 197624 members 
Entering Unmasked Estep 
Score: -23612914.000000 Penalty: 6055.551758
	Iteration 30Q: 3 clusters Score -2.361291e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 197814 members 
Entering Unmasked Estep 
Score: -23612946.000000 Penalty: 6055.551758
	Iteration 31Q: 3 clusters Score -2.361295e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 197965 members 
Entering Unmasked Estep 
Score: -23612936.000000 Penalty: 6055.551758
	Iteration 32Q: 3 clusters Score -2.361294e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 198081 members 
Entering Unmasked Estep 
Score: -23612976.000000 Penalty: 6055.551758
	Iteration 33Q: 3 clusters Score -2.361298e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 198171 members 
Entering Unmasked Estep 
Score: -23612984.000000 Penalty: 6055.551758
	Iteration 34Q: 3 clusters Score -2.361298e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 198247 members 
Entering Unmasked Estep 
Score: -23613020.000000 Penalty: 6055.551758
	Iteration 35Q: 3 clusters Score -2.361302e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 198312 members 
Entering Unmasked Estep 
Score: -23613050.000000 Penalty: 6055.551758
	Iteration 36Q: 3 clusters Score -2.361305e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 198369 members 
Entering Unmasked Estep 
Score: -23613054.000000 Penalty: 6055.551758
	Iteration 37Q: 3 clusters Score -2.361305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -23613044.000000 Penalty: 6055.551758
	Iteration 38Q: 3 clusters Score -2.361304e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 198448 members 
Entering Unmasked Estep 
Score: -23613052.000000 Penalty: 6055.551758
	Iteration 39Q: 3 clusters Score -2.361305e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 198485 members 
Entering Unmasked Estep 
Score: -23613036.000000 Penalty: 6055.551758
	Iteration 40F: 3 clusters Score -2.361304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 198508 members 
Entering Unmasked Estep 
Score: -23613068.000000 Penalty: 6055.551758
	Iteration 41Q: 3 clusters Score -2.361307e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 198529 members 
Entering Unmasked Estep 
Score: -23613094.000000 Penalty: 6055.551758
	Iteration 42Q: 3 clusters Score -2.361309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 198546 members 
Entering Unmasked Estep 
Score: -23613100.000000 Penalty: 6055.551758
	Iteration 43Q: 3 clusters Score -2.36131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 198557 members 
Entering Unmasked Estep 
Score: -23613080.000000 Penalty: 6055.551758
	Iteration 44Q: 3 clusters Score -2.361308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 198563 members 
Entering Unmasked Estep 
Score: -23613086.000000 Penalty: 6055.551758
	Iteration 45Q: 3 clusters Score -2.361309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 198578 members 
Entering Unmasked Estep 
Score: -23613106.000000 Penalty: 6055.551758
	Iteration 46Q: 3 clusters Score -2.361311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 198584 members 
Entering Unmasked Estep 
Score: -23613090.000000 Penalty: 6055.551758
	Iteration 47Q: 3 clusters Score -2.361309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 198593 members 
Entering Unmasked Estep 
Score: -23613086.000000 Penalty: 6055.551758
	Iteration 48Q: 3 clusters Score -2.361309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 198606 members 
Entering Unmasked Estep 
Score: -23613084.000000 Penalty: 6055.551758
	Iteration 49Q: 3 clusters Score -2.361308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 198616 members 
Entering Unmasked Estep 
Score: -23613100.000000 Penalty: 6055.551758
	Iteration 50Q: 3 clusters Score -2.36131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 198623 members 
Entering Unmasked Estep 
Score: -23613092.000000 Penalty: 6055.551758
	Iteration 51Q: 3 clusters Score -2.361309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 198632 members 
Entering Unmasked Estep 
Score: -23613104.000000 Penalty: 6055.551758
	Iteration 52Q: 3 clusters Score -2.36131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 198633 members 
Entering Unmasked Estep 
Score: -23613090.000000 Penalty: 6055.551758
	Iteration 53Q: 3 clusters Score -2.361309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 198634 members 
Entering Unmasked Estep 
Score: -23613076.000000 Penalty: 6055.551758
	Iteration 54Q: 3 clusters Score -2.361308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
Score: -23613070.000000 Penalty: 6055.551758
	Iteration 55Q: 3 clusters Score -2.361307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 198638 members 
Entering Unmasked Estep 
Score: -23613072.000000 Penalty: 6055.551758
	Iteration 56Q: 3 clusters Score -2.361307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 198640 members 
Entering Unmasked Estep 
Score: -23613084.000000 Penalty: 6055.551758
	Iteration 57Q: 3 clusters Score -2.361308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 198642 members 
Entering Unmasked Estep 
Score: -23613094.000000 Penalty: 6055.551758
	Iteration 58Q: 3 clusters Score -2.361309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 198643 members 
Entering Unmasked Estep 
Score: -23613086.000000 Penalty: 6055.551758
	Iteration 59Q: 3 clusters Score -2.361309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 198643 members 
Entering Unmasked Estep 
Score: -23613086.000000 Penalty: 6055.551758
	Iteration 60F: 3 clusters Score -2.361309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83994 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 109479 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 264865 members 
Mstep: Class 7 contains 71799 members 
Mstep: Class 8 contains 41120 members 
Mstep: Class 9 contains 74599 members 
Mstep: Class 10 contains 11943 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51892 members 
Mstep: Class 13 contains 324206 members 
Mstep: Class 14 contains 52873 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 196738 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19400 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 34939 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 23195 members 
Mstep: Class 23 contains 8571 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005616.000000 Penalty: 113423.679688
Iteration 279Q: 33 clusters Score -1.840056e+08 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83994 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 105338 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 269539 members 
Mstep: Class 7 contains 71873 members 
Mstep: Class 8 contains 41113 members 
Mstep: Class 9 contains 74428 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51894 members 
Mstep: Class 13 contains 324167 members 
Mstep: Class 14 contains 52913 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 196510 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 19382 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 34893 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 23078 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 3501 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005968.000000 Penalty: 113423.679688
Iteration 280F: 33 clusters Score -1.84006e+08 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83990 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 100644 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 274753 members 
Mstep: Class 7 contains 71956 members 
Mstep: Class 8 contains 41115 members 
Mstep: Class 9 contains 74241 members 
Mstep: Class 10 contains 11922 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51899 members 
Mstep: Class 13 contains 324149 members 
Mstep: Class 14 contains 52935 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 196322 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19386 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 34833 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 22946 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6438 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6056 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005824.000000 Penalty: 113423.679688
Iteration 281Q: 33 clusters Score -1.840058e+08 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83988 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 95870 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 280289 members 
Mstep: Class 7 contains 72001 members 
Mstep: Class 8 contains 41103 members 
Mstep: Class 9 contains 74053 members 
Mstep: Class 10 contains 11903 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51917 members 
Mstep: Class 13 contains 323931 members 
Mstep: Class 14 contains 52965 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 196125 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19386 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 34785 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 22842 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 3500 members 
Mstep: Class 28 contains 6055 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006976.000000 Penalty: 113423.679688
Iteration 282Q: 33 clusters Score -1.84007e+08 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83993 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 91195 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 285777 members 
Mstep: Class 7 contains 72016 members 
Mstep: Class 8 contains 41084 members 
Mstep: Class 9 contains 73845 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51936 members 
Mstep: Class 13 contains 323755 members 
Mstep: Class 14 contains 52972 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 195920 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 19368 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 34750 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 22723 members 
Mstep: Class 23 contains 8597 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6421 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006720.000000 Penalty: 113423.679688
Iteration 283Q: 33 clusters Score -1.840067e+08 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83993 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 86649 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 291304 members 
Mstep: Class 7 contains 72008 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 73647 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51947 members 
Mstep: Class 13 contains 323474 members 
Mstep: Class 14 contains 52993 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 195722 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 19337 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 34719 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 22606 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6420 members 
Mstep: Class 27 contains 3504 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007792.000000 Penalty: 113423.679688
Iteration 284Q: 33 clusters Score -1.840078e+08 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83983 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 82046 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 296808 members 
Mstep: Class 7 contains 71993 members 
Mstep: Class 8 contains 41090 members 
Mstep: Class 9 contains 73466 members 
Mstep: Class 10 contains 11791 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51931 members 
Mstep: Class 13 contains 323196 members 
Mstep: Class 14 contains 53020 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 195559 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 34676 members 
Mstep: Class 21 contains 8567 members 
Mstep: Class 22 contains 22478 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 3499 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008416.000000 Penalty: 113423.679688
Iteration 285Q: 33 clusters Score -1.840084e+08 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83986 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 77589 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 302533 members 
Mstep: Class 7 contains 71943 members 
Mstep: Class 8 contains 41056 members 
Mstep: Class 9 contains 73250 members 
Mstep: Class 10 contains 11748 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51919 members 
Mstep: Class 13 contains 322676 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 195496 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 19289 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 34603 members 
Mstep: Class 21 contains 8562 members 
Mstep: Class 22 contains 22348 members 
Mstep: Class 23 contains 8611 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6407 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010928.000000 Penalty: 113423.679688
Iteration 286Q: 33 clusters Score -1.840109e+08 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83995 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 73940 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 309056 members 
Mstep: Class 7 contains 71810 members 
Mstep: Class 8 contains 41014 members 
Mstep: Class 9 contains 73037 members 
Mstep: Class 10 contains 11707 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51912 members 
Mstep: Class 13 contains 320881 members 
Mstep: Class 14 contains 52946 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 195424 members 
Mstep: Class 17 contains 2583 members 
Mstep: Class 18 contains 19246 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 20 contains 34485 members 
Mstep: Class 21 contains 8567 members 
Mstep: Class 22 contains 22225 members 
Mstep: Class 23 contains 8606 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6388 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184015248.000000 Penalty: 113423.679688
Iteration 287Q: 33 clusters Score -1.840152e+08 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 83990 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 71979 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 318367 members 
Mstep: Class 7 contains 71490 members 
Mstep: Class 8 contains 40849 members 
Mstep: Class 9 contains 72869 members 
Mstep: Class 10 contains 11643 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 316113 members 
Mstep: Class 14 contains 52707 members 
Mstep: Class 15 contains 821 members 
Mstep: Class 16 contains 195016 members 
Mstep: Class 17 contains 2589 members 
Mstep: Class 18 contains 19192 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 8565 members 
Mstep: Class 22 contains 21971 members 
Mstep: Class 23 contains 8622 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6357 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 199318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184020224.000000 Penalty: 113423.679688
Iteration 288Q: 33 clusters Score -1.840202e+08 nChanged 25916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84018 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 72205 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 330369 members 
Mstep: Class 7 contains 71029 members 
Mstep: Class 8 contains 40584 members 
Mstep: Class 9 contains 72747 members 
Mstep: Class 10 contains 11551 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51781 members 
Mstep: Class 13 contains 308078 members 
Mstep: Class 14 contains 52353 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 194131 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 19118 members 
Mstep: Class 19 contains 1694 members 
Mstep: Class 20 contains 34016 members 
Mstep: Class 21 contains 8547 members 
Mstep: Class 22 contains 21500 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6349 members 
Mstep: Class 27 contains 3502 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 198213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184019744.000000 Penalty: 113423.679688
Iteration 289Q: 33 clusters Score -1.840197e+08 nChanged 38975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84017 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 74656 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 343152 members 
Mstep: Class 7 contains 70354 members 
Mstep: Class 8 contains 40273 members 
Mstep: Class 9 contains 72957 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51697 members 
Mstep: Class 13 contains 297821 members 
Mstep: Class 14 contains 52122 members 
Mstep: Class 15 contains 814 members 
Mstep: Class 16 contains 192810 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 18 contains 19116 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 33679 members 
Mstep: Class 21 contains 8539 members 
Mstep: Class 22 contains 20814 members 
Mstep: Class 23 contains 8698 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6347 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184008896.000000 Penalty: 113423.679688
Iteration 290Q: 33 clusters Score -1.840089e+08 nChanged 47174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84034 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 78540 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 352192 members 
Mstep: Class 7 contains 69915 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 73542 members 
Mstep: Class 10 contains 11374 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51728 members 
Mstep: Class 13 contains 287665 members 
Mstep: Class 14 contains 52131 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 191676 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 19160 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 33428 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 20173 members 
Mstep: Class 23 contains 8756 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6336 members 
Mstep: Class 27 contains 3506 members 
Mstep: Class 28 contains 6050 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 195845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183991888.000000 Penalty: 113423.679688
Iteration 291Q: 33 clusters Score -1.839919e+08 nChanged 45653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84043 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 82861 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 355445 members 
Mstep: Class 7 contains 69955 members 
Mstep: Class 8 contains 40441 members 
Mstep: Class 9 contains 74202 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51819 members 
Mstep: Class 13 contains 278816 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 191258 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 33378 members 
Mstep: Class 21 contains 8569 members 
Mstep: Class 22 contains 19928 members 
Mstep: Class 23 contains 8824 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6318 members 
Mstep: Class 27 contains 3505 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 196176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980464.000000 Penalty: 113423.679688
Iteration 292Q: 33 clusters Score -1.839805e+08 nChanged 37913
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84051 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 87013 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 351404 members 
Mstep: Class 7 contains 70455 members 
Mstep: Class 8 contains 40891 members 
Mstep: Class 9 contains 74758 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51916 members 
Mstep: Class 13 contains 273700 members 
Mstep: Class 14 contains 53300 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 191666 members 
Mstep: Class 17 contains 2597 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 33618 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 19995 members 
Mstep: Class 23 contains 8949 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6282 members 
Mstep: Class 27 contains 3511 members 
Mstep: Class 28 contains 6054 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 197893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981536.000000 Penalty: 113423.679688
Iteration 293Q: 33 clusters Score -1.839815e+08 nChanged 28019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 90420 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 345031 members 
Mstep: Class 7 contains 70915 members 
Mstep: Class 8 contains 41357 members 
Mstep: Class 9 contains 75202 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51934 members 
Mstep: Class 13 contains 271214 members 
Mstep: Class 14 contains 53957 members 
Mstep: Class 15 contains 806 members 
Mstep: Class 16 contains 192331 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 19370 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 33894 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 20126 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 6062 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3879 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 200144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985936.000000 Penalty: 113423.679688
Iteration 294Q: 33 clusters Score -1.839859e+08 nChanged 20975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84072 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 93131 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 338707 members 
Mstep: Class 7 contains 71219 members 
Mstep: Class 8 contains 41738 members 
Mstep: Class 9 contains 75494 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51914 members 
Mstep: Class 13 contains 270254 members 
Mstep: Class 14 contains 54438 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 192931 members 
Mstep: Class 17 contains 2604 members 
Mstep: Class 18 contains 19384 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 34136 members 
Mstep: Class 21 contains 8592 members 
Mstep: Class 22 contains 20241 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 3536 members 
Mstep: Class 28 contains 6069 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990704.000000 Penalty: 113423.679688
Iteration 295Q: 33 clusters Score -1.839907e+08 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 95273 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 333422 members 
Mstep: Class 7 contains 71440 members 
Mstep: Class 8 contains 42047 members 
Mstep: Class 9 contains 75729 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51901 members 
Mstep: Class 13 contains 270107 members 
Mstep: Class 14 contains 54788 members 
Mstep: Class 15 contains 807 members 
Mstep: Class 16 contains 193334 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 19357 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 20346 members 
Mstep: Class 23 contains 9140 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6126 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 6079 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3875 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183995376.000000 Penalty: 113423.679688
Iteration 296Q: 33 clusters Score -1.839954e+08 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84080 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 96936 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 329112 members 
Mstep: Class 7 contains 71558 members 
Mstep: Class 8 contains 42250 members 
Mstep: Class 9 contains 75889 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51895 members 
Mstep: Class 13 contains 270437 members 
Mstep: Class 14 contains 55069 members 
Mstep: Class 15 contains 806 members 
Mstep: Class 16 contains 193580 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 34478 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 20447 members 
Mstep: Class 23 contains 9201 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6074 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6093 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3875 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998288.000000 Penalty: 113423.679688
Iteration 297Q: 33 clusters Score -1.839983e+08 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 98249 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 325726 members 
Mstep: Class 7 contains 71629 members 
Mstep: Class 8 contains 42378 members 
Mstep: Class 9 contains 75997 members 
Mstep: Class 10 contains 10935 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51890 members 
Mstep: Class 13 contains 271085 members 
Mstep: Class 14 contains 55234 members 
Mstep: Class 15 contains 804 members 
Mstep: Class 16 contains 193705 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 19346 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 34541 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 20497 members 
Mstep: Class 23 contains 9248 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 6106 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001008.000000 Penalty: 113423.679688
Iteration 298Q: 33 clusters Score -1.84001e+08 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 99069 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 323551 members 
Mstep: Class 7 contains 71645 members 
Mstep: Class 8 contains 42480 members 
Mstep: Class 9 contains 76045 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51899 members 
Mstep: Class 13 contains 271930 members 
Mstep: Class 14 contains 55319 members 
Mstep: Class 15 contains 804 members 
Mstep: Class 16 contains 193645 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 19315 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 34576 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 20507 members 
Mstep: Class 23 contains 9264 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5981 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 6121 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3874 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002960.000000 Penalty: 113423.679688
Iteration 299Q: 33 clusters Score -1.84003e+08 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84064 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 99663 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 321963 members 
Mstep: Class 7 contains 71684 members 
Mstep: Class 8 contains 42541 members 
Mstep: Class 9 contains 76038 members 
Mstep: Class 10 contains 10758 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51886 members 
Mstep: Class 13 contains 272972 members 
Mstep: Class 14 contains 55332 members 
Mstep: Class 15 contains 804 members 
Mstep: Class 16 contains 193525 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19294 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 20 contains 34593 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 20515 members 
Mstep: Class 23 contains 9291 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 3582 members 
Mstep: Class 28 contains 6138 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184005936.000000 Penalty: 113423.679688
Iteration 300F: 33 clusters Score -1.840059e+08 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 99956 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 323102 members 
Mstep: Class 7 contains 71651 members 
Mstep: Class 8 contains 42556 members 
Mstep: Class 9 contains 75999 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51878 members 
Mstep: Class 13 contains 272313 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 193308 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 34604 members 
Mstep: Class 21 contains 8563 members 
Mstep: Class 22 contains 20464 members 
Mstep: Class 23 contains 9280 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 6153 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004864.000000 Penalty: 113423.679688
Iteration 301Q: 33 clusters Score -1.840049e+08 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84082 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 100004 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 323503 members 
Mstep: Class 7 contains 71702 members 
Mstep: Class 8 contains 42630 members 
Mstep: Class 9 contains 75988 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51890 members 
Mstep: Class 13 contains 271959 members 
Mstep: Class 14 contains 55319 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 193212 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19256 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 34628 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 20440 members 
Mstep: Class 23 contains 9285 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 6162 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3852 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003760.000000 Penalty: 113423.679688
Iteration 302Q: 33 clusters Score -1.840038e+08 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 99835 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 323642 members 
Mstep: Class 7 contains 71768 members 
Mstep: Class 8 contains 42726 members 
Mstep: Class 9 contains 75969 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51899 members 
Mstep: Class 13 contains 271942 members 
Mstep: Class 14 contains 55370 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 193161 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19235 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 34630 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 20437 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5910 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 6174 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003200.000000 Penalty: 113423.679688
Iteration 303Q: 33 clusters Score -1.840032e+08 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84088 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 99498 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 323441 members 
Mstep: Class 7 contains 71837 members 
Mstep: Class 8 contains 42816 members 
Mstep: Class 9 contains 75949 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51913 members 
Mstep: Class 13 contains 272202 members 
Mstep: Class 14 contains 55418 members 
Mstep: Class 15 contains 803 members 
Mstep: Class 16 contains 193185 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 19221 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 34667 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 20432 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 3590 members 
Mstep: Class 28 contains 6183 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002224.000000 Penalty: 113423.679688
Iteration 304Q: 33 clusters Score -1.840022e+08 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 98977 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 323081 members 
Mstep: Class 7 contains 71927 members 
Mstep: Class 8 contains 42924 members 
Mstep: Class 9 contains 75887 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51929 members 
Mstep: Class 13 contains 272771 members 
Mstep: Class 14 contains 55453 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 193273 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 19200 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 34689 members 
Mstep: Class 21 contains 8531 members 
Mstep: Class 22 contains 20433 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5887 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 6188 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001776.000000 Penalty: 113423.679688
Iteration 305Q: 33 clusters Score -1.840018e+08 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 98271 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 322627 members 
Mstep: Class 7 contains 72042 members 
Mstep: Class 8 contains 43059 members 
Mstep: Class 9 contains 75805 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51936 members 
Mstep: Class 13 contains 273564 members 
Mstep: Class 14 contains 55451 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 193427 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 19185 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 34717 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 20424 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5880 members 
Mstep: Class 27 contains 3606 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001232.000000 Penalty: 113423.679688
Iteration 306Q: 33 clusters Score -1.840012e+08 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 97303 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 322023 members 
Mstep: Class 7 contains 72140 members 
Mstep: Class 8 contains 43184 members 
Mstep: Class 9 contains 75667 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51968 members 
Mstep: Class 13 contains 274672 members 
Mstep: Class 14 contains 55521 members 
Mstep: Class 15 contains 797 members 
Mstep: Class 16 contains 193594 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 19176 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 34755 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 20432 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5876 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 6199 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001616.000000 Penalty: 113423.679688
Iteration 307Q: 33 clusters Score -1.840016e+08 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 96230 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 321407 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 43296 members 
Mstep: Class 9 contains 75512 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51994 members 
Mstep: Class 13 contains 275872 members 
Mstep: Class 14 contains 55594 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 193770 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 19162 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 34802 members 
Mstep: Class 21 contains 8509 members 
Mstep: Class 22 contains 20454 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5874 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 6201 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001648.000000 Penalty: 113423.679688
Iteration 308Q: 33 clusters Score -1.840016e+08 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84096 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 95064 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 320751 members 
Mstep: Class 7 contains 72356 members 
Mstep: Class 8 contains 43443 members 
Mstep: Class 9 contains 75355 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52025 members 
Mstep: Class 13 contains 277245 members 
Mstep: Class 14 contains 55616 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 193982 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 19173 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 34850 members 
Mstep: Class 21 contains 8501 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5863 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 6205 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002016.000000 Penalty: 113423.679688
Iteration 309Q: 33 clusters Score -1.84002e+08 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84097 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 93746 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 320099 members 
Mstep: Class 7 contains 72439 members 
Mstep: Class 8 contains 43571 members 
Mstep: Class 9 contains 75230 members 
Mstep: Class 10 contains 10022 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52060 members 
Mstep: Class 13 contains 278769 members 
Mstep: Class 14 contains 55607 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 194234 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 19173 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 34860 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 20470 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5852 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 6204 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002384.000000 Penalty: 113423.679688
Iteration 310Q: 33 clusters Score -1.840024e+08 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84095 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 92305 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 319623 members 
Mstep: Class 7 contains 72527 members 
Mstep: Class 8 contains 43698 members 
Mstep: Class 9 contains 75068 members 
Mstep: Class 10 contains 9945 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52063 members 
Mstep: Class 13 contains 280331 members 
Mstep: Class 14 contains 55583 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 194476 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 19171 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 20 contains 34885 members 
Mstep: Class 21 contains 8503 members 
Mstep: Class 22 contains 20472 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5838 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 6206 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002240.000000 Penalty: 113423.679688
Iteration 311Q: 33 clusters Score -1.840022e+08 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84095 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 90748 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 319163 members 
Mstep: Class 7 contains 72650 members 
Mstep: Class 8 contains 43825 members 
Mstep: Class 9 contains 74883 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52076 members 
Mstep: Class 13 contains 281999 members 
Mstep: Class 14 contains 55535 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 194670 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 19166 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 34929 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 20455 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 6210 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002864.000000 Penalty: 113423.679688
Iteration 312Q: 33 clusters Score -1.840029e+08 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84089 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 89072 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 318763 members 
Mstep: Class 7 contains 72789 members 
Mstep: Class 8 contains 43952 members 
Mstep: Class 9 contains 74726 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52086 members 
Mstep: Class 13 contains 283701 members 
Mstep: Class 14 contains 55471 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 194875 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 19173 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 34964 members 
Mstep: Class 21 contains 8510 members 
Mstep: Class 22 contains 20445 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5821 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 6211 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002448.000000 Penalty: 113423.679688
Iteration 313Q: 33 clusters Score -1.840024e+08 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84089 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 87356 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 318261 members 
Mstep: Class 7 contains 72916 members 
Mstep: Class 8 contains 44071 members 
Mstep: Class 9 contains 74594 members 
Mstep: Class 10 contains 9711 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52091 members 
Mstep: Class 13 contains 285491 members 
Mstep: Class 14 contains 55425 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 195149 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 19178 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 35011 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 20442 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5811 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 6213 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002864.000000 Penalty: 113423.679688
Iteration 314Q: 33 clusters Score -1.840029e+08 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 85605 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 317718 members 
Mstep: Class 7 contains 73060 members 
Mstep: Class 8 contains 44170 members 
Mstep: Class 9 contains 74435 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52102 members 
Mstep: Class 13 contains 287402 members 
Mstep: Class 14 contains 55395 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 195404 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 19171 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 35054 members 
Mstep: Class 21 contains 8510 members 
Mstep: Class 22 contains 20440 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5800 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 6215 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003648.000000 Penalty: 113423.679688
Iteration 315Q: 33 clusters Score -1.840036e+08 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84088 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 83735 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 317431 members 
Mstep: Class 7 contains 73204 members 
Mstep: Class 8 contains 44275 members 
Mstep: Class 9 contains 74242 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52115 members 
Mstep: Class 13 contains 289318 members 
Mstep: Class 14 contains 55378 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 195640 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 19164 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 35132 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 20394 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 6217 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003072.000000 Penalty: 113423.679688
Iteration 316Q: 33 clusters Score -1.840031e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84086 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 81786 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 317227 members 
Mstep: Class 7 contains 73334 members 
Mstep: Class 8 contains 44375 members 
Mstep: Class 9 contains 74062 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52126 members 
Mstep: Class 13 contains 291272 members 
Mstep: Class 14 contains 55353 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 195865 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19163 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 35181 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 20361 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 6220 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003104.000000 Penalty: 113423.679688
Iteration 317Q: 33 clusters Score -1.840031e+08 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84093 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 79765 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 317064 members 
Mstep: Class 7 contains 73443 members 
Mstep: Class 8 contains 44453 members 
Mstep: Class 9 contains 73893 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52129 members 
Mstep: Class 13 contains 293263 members 
Mstep: Class 14 contains 55341 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 196066 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 19177 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 35239 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 20367 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5779 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003232.000000 Penalty: 113423.679688
Iteration 318Q: 33 clusters Score -1.840032e+08 nChanged 7362
Entering ConstructFrom: 
Score: -184003232.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21864.507812 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21864.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21962.363281 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21962.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22008.792969 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -22008.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22032.037109 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22032.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22042.007812 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -22042.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22061.515625 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -22061.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22061.515625 Penalty: 2736.656494
	Iteration 6F: 3 clusters Score -22061.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Entering Unmasked Estep 
Score: -9791357.000000 Penalty: 2812.234375
	Iteration 0F: 2 clusters Score -9791357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -9735198.000000 Penalty: 5624.468750
	Iteration 0F: 3 clusters Score -9735198 nChanged 39590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -9757540.000000 Penalty: 5624.468750
	Iteration 1F: 3 clusters Score -9757540 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -9758298.000000 Penalty: 5624.468750
	Iteration 2Q: 3 clusters Score -9758298 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -9759142.000000 Penalty: 5624.468750
	Iteration 3Q: 3 clusters Score -9759142 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -9760164.000000 Penalty: 5624.468750
	Iteration 4Q: 3 clusters Score -9760164 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -9761580.000000 Penalty: 5624.468750
	Iteration 5Q: 3 clusters Score -9761580 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -9763543.000000 Penalty: 5624.468750
	Iteration 6Q: 3 clusters Score -9763543 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -9766176.000000 Penalty: 5624.468750
	Iteration 7F: 3 clusters Score -9766176 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -9769327.000000 Penalty: 5624.468750
	Iteration 8F: 3 clusters Score -9769327 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -9773047.000000 Penalty: 5624.468750
	Iteration 9F: 3 clusters Score -9773047 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -9776686.000000 Penalty: 5624.468750
	Iteration 10F: 3 clusters Score -9776686 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -9779639.000000 Penalty: 5624.468750
	Iteration 11F: 3 clusters Score -9779639 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -9781985.000000 Penalty: 5624.468750
	Iteration 12Q: 3 clusters Score -9781985 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -9783663.000000 Penalty: 5624.468750
	Iteration 13Q: 3 clusters Score -9783663 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -9784976.000000 Penalty: 5624.468750
	Iteration 14Q: 3 clusters Score -9784976 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -9785973.000000 Penalty: 5624.468750
	Iteration 15Q: 3 clusters Score -9785973 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -9786817.000000 Penalty: 5624.468750
	Iteration 16Q: 3 clusters Score -9786817 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -9787401.000000 Penalty: 5624.468750
	Iteration 17Q: 3 clusters Score -9787401 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -9787859.000000 Penalty: 5624.468750
	Iteration 18Q: 3 clusters Score -9787859 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -9788080.000000 Penalty: 5624.468750
	Iteration 19Q: 3 clusters Score -9788080 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -9788307.000000 Penalty: 5624.468750
	Iteration 20F: 3 clusters Score -9788307 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -9788440.000000 Penalty: 5624.468750
	Iteration 21Q: 3 clusters Score -9788440 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -9788560.000000 Penalty: 5624.468750
	Iteration 22Q: 3 clusters Score -9788560 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -9788653.000000 Penalty: 5624.468750
	Iteration 23Q: 3 clusters Score -9788653 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -9788743.000000 Penalty: 5624.468750
	Iteration 24Q: 3 clusters Score -9788743 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -9788797.000000 Penalty: 5624.468750
	Iteration 25Q: 3 clusters Score -9788797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -9788833.000000 Penalty: 5624.468750
	Iteration 26Q: 3 clusters Score -9788833 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -9788899.000000 Penalty: 5624.468750
	Iteration 27Q: 3 clusters Score -9788899 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -9788928.000000 Penalty: 5624.468750
	Iteration 28Q: 3 clusters Score -9788928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -9788983.000000 Penalty: 5624.468750
	Iteration 29Q: 3 clusters Score -9788983 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -9789009.000000 Penalty: 5624.468750
	Iteration 30Q: 3 clusters Score -9789009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -9789042.000000 Penalty: 5624.468750
	Iteration 31Q: 3 clusters Score -9789042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -9789047.000000 Penalty: 5624.468750
	Iteration 32Q: 3 clusters Score -9789047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -9789064.000000 Penalty: 5624.468750
	Iteration 33Q: 3 clusters Score -9789064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -9789061.000000 Penalty: 5624.468750
	Iteration 34Q: 3 clusters Score -9789061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -9789073.000000 Penalty: 5624.468750
	Iteration 35Q: 3 clusters Score -9789073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -9789066.000000 Penalty: 5624.468750
	Iteration 36Q: 3 clusters Score -9789066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -9789062.000000 Penalty: 5624.468750
	Iteration 37Q: 3 clusters Score -9789062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -9789051.000000 Penalty: 5624.468750
	Iteration 38Q: 3 clusters Score -9789051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -9789055.000000 Penalty: 5624.468750
	Iteration 39Q: 3 clusters Score -9789055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -9789051.000000 Penalty: 5624.468750
	Iteration 40F: 3 clusters Score -9789051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -9789058.000000 Penalty: 5624.468750
	Iteration 41Q: 3 clusters Score -9789058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -9789059.000000 Penalty: 5624.468750
	Iteration 42Q: 3 clusters Score -9789059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -9789068.000000 Penalty: 5624.468750
	Iteration 43Q: 3 clusters Score -9789068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -9789069.000000 Penalty: 5624.468750
	Iteration 44Q: 3 clusters Score -9789069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -9789080.000000 Penalty: 5624.468750
	Iteration 45Q: 3 clusters Score -9789080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -9789084.000000 Penalty: 5624.468750
	Iteration 46Q: 3 clusters Score -9789084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -9789092.000000 Penalty: 5624.468750
	Iteration 47Q: 3 clusters Score -9789092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -9789100.000000 Penalty: 5624.468750
	Iteration 48Q: 3 clusters Score -9789100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -9789098.000000 Penalty: 5624.468750
	Iteration 49Q: 3 clusters Score -9789098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -9789110.000000 Penalty: 5624.468750
	Iteration 50Q: 3 clusters Score -9789110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -9789107.000000 Penalty: 5624.468750
	Iteration 51Q: 3 clusters Score -9789107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -9789103.000000 Penalty: 5624.468750
	Iteration 52Q: 3 clusters Score -9789103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -9789108.000000 Penalty: 5624.468750
	Iteration 53Q: 3 clusters Score -9789108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -9789108.000000 Penalty: 5624.468750
	Iteration 54Q: 3 clusters Score -9789108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -9789114.000000 Penalty: 5624.468750
	Iteration 55Q: 3 clusters Score -9789114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -9789123.000000 Penalty: 5624.468750
	Iteration 56Q: 3 clusters Score -9789123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -9789124.000000 Penalty: 5624.468750
	Iteration 57Q: 3 clusters Score -9789124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -9789124.000000 Penalty: 5624.468750
	Iteration 58Q: 3 clusters Score -9789124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -9789128.000000 Penalty: 5624.468750
	Iteration 59Q: 3 clusters Score -9789128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -9789131.000000 Penalty: 5624.468750
	Iteration 60F: 3 clusters Score -9789131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -9789138.000000 Penalty: 5624.468750
	Iteration 61Q: 3 clusters Score -9789138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -9789137.000000 Penalty: 5624.468750
	Iteration 62Q: 3 clusters Score -9789137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -9789138.000000 Penalty: 5624.468750
	Iteration 63Q: 3 clusters Score -9789138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -9789130.000000 Penalty: 5624.468750
	Iteration 64Q: 3 clusters Score -9789130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -9789136.000000 Penalty: 5624.468750
	Iteration 65Q: 3 clusters Score -9789136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -9789139.000000 Penalty: 5624.468750
	Iteration 66Q: 3 clusters Score -9789139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -9789130.000000 Penalty: 5624.468750
	Iteration 67Q: 3 clusters Score -9789130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -9789130.000000 Penalty: 5624.468750
	Iteration 68F: 3 clusters Score -9789130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36414.644531 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36414.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36573.433594 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36573.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36613.335938 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36613.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36642.503906 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36642.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36732.218750 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36732.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36770.136719 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36770.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36792.988281 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36792.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36812.605469 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36812.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36813.605469 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -36813.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36813.605469 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -36813.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Entering Unmasked Estep 
Score: -9113750.000000 Penalty: 2792.803711
	Iteration 0F: 2 clusters Score -9113750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -9061555.000000 Penalty: 5585.607422
	Iteration 0F: 3 clusters Score -9061555 nChanged 36541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -9082565.000000 Penalty: 5585.607422
	Iteration 1F: 3 clusters Score -9082565 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -9083594.000000 Penalty: 5585.607422
	Iteration 2Q: 3 clusters Score -9083594 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -9085204.000000 Penalty: 5585.607422
	Iteration 3Q: 3 clusters Score -9085204 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -9087596.000000 Penalty: 5585.607422
	Iteration 4F: 3 clusters Score -9087596 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -9091394.000000 Penalty: 5585.607422
	Iteration 5F: 3 clusters Score -9091394 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -9096906.000000 Penalty: 5585.607422
	Iteration 6F: 3 clusters Score -9096906 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -9102913.000000 Penalty: 5585.607422
	Iteration 7F: 3 clusters Score -9102913 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -9107542.000000 Penalty: 5585.607422
	Iteration 8F: 3 clusters Score -9107542 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -9109887.000000 Penalty: 5585.607422
	Iteration 9Q: 3 clusters Score -9109887 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -9110996.000000 Penalty: 5585.607422
	Iteration 10Q: 3 clusters Score -9110996 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -9111493.000000 Penalty: 5585.607422
	Iteration 11Q: 3 clusters Score -9111493 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -9111781.000000 Penalty: 5585.607422
	Iteration 12Q: 3 clusters Score -9111781 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -9111957.000000 Penalty: 5585.607422
	Iteration 13Q: 3 clusters Score -9111957 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -9112048.000000 Penalty: 5585.607422
	Iteration 14Q: 3 clusters Score -9112048 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -9112131.000000 Penalty: 5585.607422
	Iteration 15Q: 3 clusters Score -9112131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -9112141.000000 Penalty: 5585.607422
	Iteration 16Q: 3 clusters Score -9112141 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -9112165.000000 Penalty: 5585.607422
	Iteration 17Q: 3 clusters Score -9112165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -9112178.000000 Penalty: 5585.607422
	Iteration 18Q: 3 clusters Score -9112178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -9112203.000000 Penalty: 5585.607422
	Iteration 19Q: 3 clusters Score -9112203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -9112212.000000 Penalty: 5585.607422
	Iteration 20F: 3 clusters Score -9112212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -9112236.000000 Penalty: 5585.607422
	Iteration 21Q: 3 clusters Score -9112236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9112257.000000 Penalty: 5585.607422
	Iteration 22Q: 3 clusters Score -9112257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -9112280.000000 Penalty: 5585.607422
	Iteration 23Q: 3 clusters Score -9112280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -9112275.000000 Penalty: 5585.607422
	Iteration 24Q: 3 clusters Score -9112275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -9112286.000000 Penalty: 5585.607422
	Iteration 25Q: 3 clusters Score -9112286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9112287.000000 Penalty: 5585.607422
	Iteration 26Q: 3 clusters Score -9112287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9112286.000000 Penalty: 5585.607422
	Iteration 27Q: 3 clusters Score -9112286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -9112292.000000 Penalty: 5585.607422
	Iteration 28Q: 3 clusters Score -9112292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -9112304.000000 Penalty: 5585.607422
	Iteration 29Q: 3 clusters Score -9112304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -9112299.000000 Penalty: 5585.607422
	Iteration 30Q: 3 clusters Score -9112299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -9112310.000000 Penalty: 5585.607422
	Iteration 31Q: 3 clusters Score -9112310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -9112323.000000 Penalty: 5585.607422
	Iteration 32Q: 3 clusters Score -9112323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -9112316.000000 Penalty: 5585.607422
	Iteration 33Q: 3 clusters Score -9112316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -9112326.000000 Penalty: 5585.607422
	Iteration 34Q: 3 clusters Score -9112326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -9112321.000000 Penalty: 5585.607422
	Iteration 35Q: 3 clusters Score -9112321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -9112328.000000 Penalty: 5585.607422
	Iteration 36Q: 3 clusters Score -9112328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -9112335.000000 Penalty: 5585.607422
	Iteration 37Q: 3 clusters Score -9112335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -9112328.000000 Penalty: 5585.607422
	Iteration 38Q: 3 clusters Score -9112328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9112323.000000 Penalty: 5585.607422
	Iteration 39Q: 3 clusters Score -9112323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -9112328.000000 Penalty: 5585.607422
	Iteration 40F: 3 clusters Score -9112328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -9112325.000000 Penalty: 5585.607422
	Iteration 41Q: 3 clusters Score -9112325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -9112324.000000 Penalty: 5585.607422
	Iteration 42Q: 3 clusters Score -9112324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -9112326.000000 Penalty: 5585.607422
	Iteration 43Q: 3 clusters Score -9112326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -9112330.000000 Penalty: 5585.607422
	Iteration 44Q: 3 clusters Score -9112330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -9112334.000000 Penalty: 5585.607422
	Iteration 45Q: 3 clusters Score -9112334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -9112338.000000 Penalty: 5585.607422
	Iteration 46Q: 3 clusters Score -9112338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -9112342.000000 Penalty: 5585.607422
	Iteration 47Q: 3 clusters Score -9112342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -9112341.000000 Penalty: 5585.607422
	Iteration 48Q: 3 clusters Score -9112341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -9112332.000000 Penalty: 5585.607422
	Iteration 49Q: 3 clusters Score -9112332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -9112338.000000 Penalty: 5585.607422
	Iteration 50Q: 3 clusters Score -9112338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -9112344.000000 Penalty: 5585.607422
	Iteration 51Q: 3 clusters Score -9112344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -9112354.000000 Penalty: 5585.607422
	Iteration 52Q: 3 clusters Score -9112354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -9112354.000000 Penalty: 5585.607422
	Iteration 53Q: 3 clusters Score -9112354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -9112347.000000 Penalty: 5585.607422
	Iteration 54Q: 3 clusters Score -9112347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -9112344.000000 Penalty: 5585.607422
	Iteration 55Q: 3 clusters Score -9112344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -9112343.000000 Penalty: 5585.607422
	Iteration 56Q: 3 clusters Score -9112343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -9112342.000000 Penalty: 5585.607422
	Iteration 57Q: 3 clusters Score -9112342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -9112340.000000 Penalty: 5585.607422
	Iteration 58Q: 3 clusters Score -9112340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -9112337.000000 Penalty: 5585.607422
	Iteration 59Q: 3 clusters Score -9112337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -9112345.000000 Penalty: 5585.607422
	Iteration 60F: 3 clusters Score -9112345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -9112343.000000 Penalty: 5585.607422
	Iteration 61Q: 3 clusters Score -9112343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -9112346.000000 Penalty: 5585.607422
	Iteration 62Q: 3 clusters Score -9112346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -9112344.000000 Penalty: 5585.607422
	Iteration 63Q: 3 clusters Score -9112344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -9112343.000000 Penalty: 5585.607422
	Iteration 64Q: 3 clusters Score -9112343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -9112344.000000 Penalty: 5585.607422
	Iteration 65Q: 3 clusters Score -9112344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -9112345.000000 Penalty: 5585.607422
	Iteration 66Q: 3 clusters Score -9112345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -9112344.000000 Penalty: 5585.607422
	Iteration 67Q: 3 clusters Score -9112344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -9112344.000000 Penalty: 5585.607422
	Iteration 68F: 3 clusters Score -9112344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -212847.265625 Penalty: 1866.492310
	Iteration 0F: 2 clusters Score -212847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210309.359375 Penalty: 3732.984619
	Iteration 0F: 3 clusters Score -210309.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -210730.750000 Penalty: 3732.984619
	Iteration 1F: 3 clusters Score -210730.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210822.187500 Penalty: 3732.984619
	Iteration 2F: 3 clusters Score -210822.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -210870.375000 Penalty: 3732.984619
	Iteration 3Q: 3 clusters Score -210870.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210898.281250 Penalty: 3732.984619
	Iteration 4Q: 3 clusters Score -210898.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210908.984375 Penalty: 3732.984619
	Iteration 5Q: 3 clusters Score -210909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -210914.437500 Penalty: 3732.984619
	Iteration 6Q: 3 clusters Score -210914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -210923.093750 Penalty: 3732.984619
	Iteration 7Q: 3 clusters Score -210923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210926.093750 Penalty: 3732.984619
	Iteration 8Q: 3 clusters Score -210926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210932.265625 Penalty: 3732.984619
	Iteration 9Q: 3 clusters Score -210932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -210939.468750 Penalty: 3732.984619
	Iteration 10Q: 3 clusters Score -210939.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210944.937500 Penalty: 3732.984619
	Iteration 11Q: 3 clusters Score -210944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210947.796875 Penalty: 3732.984619
	Iteration 12Q: 3 clusters Score -210947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210951.046875 Penalty: 3732.984619
	Iteration 13Q: 3 clusters Score -210951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210955.578125 Penalty: 3732.984619
	Iteration 14Q: 3 clusters Score -210955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210957.843750 Penalty: 3732.984619
	Iteration 15Q: 3 clusters Score -210957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210963.234375 Penalty: 3732.984619
	Iteration 16Q: 3 clusters Score -210963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210966.109375 Penalty: 3732.984619
	Iteration 17Q: 3 clusters Score -210966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210969.421875 Penalty: 3732.984619
	Iteration 18Q: 3 clusters Score -210969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -210972.984375 Penalty: 3732.984619
	Iteration 19Q: 3 clusters Score -210973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210976.093750 Penalty: 3732.984619
	Iteration 20F: 3 clusters Score -210976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210981.125000 Penalty: 3732.984619
	Iteration 21Q: 3 clusters Score -210981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210983.843750 Penalty: 3732.984619
	Iteration 22Q: 3 clusters Score -210983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210985.312500 Penalty: 3732.984619
	Iteration 23Q: 3 clusters Score -210985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210986.843750 Penalty: 3732.984619
	Iteration 24Q: 3 clusters Score -210986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -210989.890625 Penalty: 3732.984619
	Iteration 25Q: 3 clusters Score -210989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -210991.703125 Penalty: 3732.984619
	Iteration 26Q: 3 clusters Score -210991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210993.453125 Penalty: 3732.984619
	Iteration 27Q: 3 clusters Score -210993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210995.734375 Penalty: 3732.984619
	Iteration 28Q: 3 clusters Score -210995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210995.734375 Penalty: 3732.984619
	Iteration 29F: 3 clusters Score -210995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (316844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316844 members 
Entering Unmasked Estep 
Score: -37112232.000000 Penalty: 3141.208740
	Iteration 0F: 2 clusters Score -3.711223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -36906004.000000 Penalty: 6282.417480
	Iteration 0F: 3 clusters Score -3.6906e+07 nChanged 153666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 162140 members 
Entering Unmasked Estep 
Score: -36995580.000000 Penalty: 6282.417480
	Iteration 1F: 3 clusters Score -3.699558e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -36996716.000000 Penalty: 6282.417480
	Iteration 2Q: 3 clusters Score -3.699672e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -36998368.000000 Penalty: 6282.417480
	Iteration 3Q: 3 clusters Score -3.699837e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 177152 members 
Entering Unmasked Estep 
Score: -37000780.000000 Penalty: 6282.417480
	Iteration 4Q: 3 clusters Score -3.700078e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 188707 members 
Entering Unmasked Estep 
Score: -37005104.000000 Penalty: 6282.417480
	Iteration 5Q: 3 clusters Score -3.70051e+07 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 205942 members 
Entering Unmasked Estep 
Score: -37013956.000000 Penalty: 6282.417480
	Iteration 6F: 3 clusters Score -3.701396e+07 nChanged 24310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 230058 members 
Entering Unmasked Estep 
Score: -37030208.000000 Penalty: 6282.417480
	Iteration 7F: 3 clusters Score -3.703021e+07 nChanged 29159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 259179 members 
Entering Unmasked Estep 
Score: -37055480.000000 Penalty: 6282.417480
	Iteration 8F: 3 clusters Score -3.705548e+07 nChanged 27271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 286444 members 
Entering Unmasked Estep 
Score: -37082340.000000 Penalty: 6282.417480
	Iteration 9F: 3 clusters Score -3.708234e+07 nChanged 18278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 304722 members 
Entering Unmasked Estep 
Score: -37101680.000000 Penalty: 6282.417480
	Iteration 10F: 3 clusters Score -3.710168e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 313056 members 
Entering Unmasked Estep 
Score: -37108124.000000 Penalty: 6282.417480
	Iteration 11Q: 3 clusters Score -3.710812e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 315735 members 
Entering Unmasked Estep 
Score: -37108944.000000 Penalty: 6282.417480
	Iteration 12Q: 3 clusters Score -3.710894e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 316383 members 
Entering Unmasked Estep 
Score: -37109272.000000 Penalty: 6282.417480
	Iteration 13Q: 3 clusters Score -3.710927e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316534 members 
Entering Unmasked Estep 
Score: -37109372.000000 Penalty: 6282.417480
	Iteration 14Q: 3 clusters Score -3.710937e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316584 members 
Entering Unmasked Estep 
Score: -37109500.000000 Penalty: 6282.417480
	Iteration 15Q: 3 clusters Score -3.71095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 316605 members 
Entering Unmasked Estep 
Score: -37109516.000000 Penalty: 6282.417480
	Iteration 16Q: 3 clusters Score -3.710952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 316614 members 
Entering Unmasked Estep 
Score: -37109524.000000 Penalty: 6282.417480
	Iteration 17Q: 3 clusters Score -3.710952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316620 members 
Entering Unmasked Estep 
Score: -37109544.000000 Penalty: 6282.417480
	Iteration 18Q: 3 clusters Score -3.710954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 316624 members 
Entering Unmasked Estep 
Score: -37109544.000000 Penalty: 6282.417480
	Iteration 19Q: 3 clusters Score -3.710954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 316622 members 
Entering Unmasked Estep 
Score: -37109544.000000 Penalty: 6282.417480
	Iteration 20F: 3 clusters Score -3.710954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 316624 members 
Entering Unmasked Estep 
Score: -37109544.000000 Penalty: 6282.417480
	Iteration 21Q: 3 clusters Score -3.710954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 316625 members 
Entering Unmasked Estep 
Score: -37109560.000000 Penalty: 6282.417480
	Iteration 22Q: 3 clusters Score -3.710956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316627 members 
Entering Unmasked Estep 
Score: -37109560.000000 Penalty: 6282.417480
	Iteration 23Q: 3 clusters Score -3.710956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 316628 members 
Entering Unmasked Estep 
Score: -37109548.000000 Penalty: 6282.417480
	Iteration 24Q: 3 clusters Score -3.710955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 316629 members 
Entering Unmasked Estep 
Score: -37109556.000000 Penalty: 6282.417480
	Iteration 25Q: 3 clusters Score -3.710956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 316631 members 
Entering Unmasked Estep 
Score: -37109540.000000 Penalty: 6282.417480
	Iteration 26Q: 3 clusters Score -3.710954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 316631 members 
Entering Unmasked Estep 
Score: -37109540.000000 Penalty: 6282.417480
	Iteration 27F: 3 clusters Score -3.710954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Entering Unmasked Estep 
Score: -8717858.000000 Penalty: 2778.978271
	Iteration 0F: 2 clusters Score -8717858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -8668378.000000 Penalty: 5557.956543
	Iteration 0F: 3 clusters Score -8668378 nChanged 34449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -8687804.000000 Penalty: 5557.956543
	Iteration 1F: 3 clusters Score -8687804 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -8688350.000000 Penalty: 5557.956543
	Iteration 2Q: 3 clusters Score -8688350 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8688963.000000 Penalty: 5557.956543
	Iteration 3Q: 3 clusters Score -8688963 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -8689794.000000 Penalty: 5557.956543
	Iteration 4Q: 3 clusters Score -8689794 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -8690892.000000 Penalty: 5557.956543
	Iteration 5Q: 3 clusters Score -8690892 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -8692586.000000 Penalty: 5557.956543
	Iteration 6Q: 3 clusters Score -8692586 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -8695240.000000 Penalty: 5557.956543
	Iteration 7F: 3 clusters Score -8695240 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -8699352.000000 Penalty: 5557.956543
	Iteration 8F: 3 clusters Score -8699352 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -8704384.000000 Penalty: 5557.956543
	Iteration 9F: 3 clusters Score -8704384 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8709057.000000 Penalty: 5557.956543
	Iteration 10F: 3 clusters Score -8709057 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8712345.000000 Penalty: 5557.956543
	Iteration 11Q: 3 clusters Score -8712345 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -8714030.000000 Penalty: 5557.956543
	Iteration 12Q: 3 clusters Score -8714030 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8714846.000000 Penalty: 5557.956543
	Iteration 13Q: 3 clusters Score -8714846 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -8715216.000000 Penalty: 5557.956543
	Iteration 14Q: 3 clusters Score -8715216 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8715427.000000 Penalty: 5557.956543
	Iteration 15Q: 3 clusters Score -8715427 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8715553.000000 Penalty: 5557.956543
	Iteration 16Q: 3 clusters Score -8715553 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8715674.000000 Penalty: 5557.956543
	Iteration 17Q: 3 clusters Score -8715674 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8715777.000000 Penalty: 5557.956543
	Iteration 18Q: 3 clusters Score -8715777 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8715826.000000 Penalty: 5557.956543
	Iteration 19Q: 3 clusters Score -8715826 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8715897.000000 Penalty: 5557.956543
	Iteration 20F: 3 clusters Score -8715897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8715947.000000 Penalty: 5557.956543
	Iteration 21Q: 3 clusters Score -8715947 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8715957.000000 Penalty: 5557.956543
	Iteration 22Q: 3 clusters Score -8715957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70971 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8715988.000000 Penalty: 5557.956543
	Iteration 23Q: 3 clusters Score -8715988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8716005.000000 Penalty: 5557.956543
	Iteration 24Q: 3 clusters Score -8716005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8716004.000000 Penalty: 5557.956543
	Iteration 25Q: 3 clusters Score -8716004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8716016.000000 Penalty: 5557.956543
	Iteration 26Q: 3 clusters Score -8716016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8716033.000000 Penalty: 5557.956543
	Iteration 27Q: 3 clusters Score -8716033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8716058.000000 Penalty: 5557.956543
	Iteration 28Q: 3 clusters Score -8716058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8716065.000000 Penalty: 5557.956543
	Iteration 29Q: 3 clusters Score -8716065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8716060.000000 Penalty: 5557.956543
	Iteration 30Q: 3 clusters Score -8716060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8716056.000000 Penalty: 5557.956543
	Iteration 31Q: 3 clusters Score -8716056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8716073.000000 Penalty: 5557.956543
	Iteration 32Q: 3 clusters Score -8716073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8716068.000000 Penalty: 5557.956543
	Iteration 33Q: 3 clusters Score -8716068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8716076.000000 Penalty: 5557.956543
	Iteration 34Q: 3 clusters Score -8716076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8716085.000000 Penalty: 5557.956543
	Iteration 35Q: 3 clusters Score -8716085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8716088.000000 Penalty: 5557.956543
	Iteration 36Q: 3 clusters Score -8716088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8716087.000000 Penalty: 5557.956543
	Iteration 37Q: 3 clusters Score -8716087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8716077.000000 Penalty: 5557.956543
	Iteration 38Q: 3 clusters Score -8716077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8716076.000000 Penalty: 5557.956543
	Iteration 39Q: 3 clusters Score -8716076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8716073.000000 Penalty: 5557.956543
	Iteration 40F: 3 clusters Score -8716073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8716085.000000 Penalty: 5557.956543
	Iteration 41Q: 3 clusters Score -8716085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8716083.000000 Penalty: 5557.956543
	Iteration 42Q: 3 clusters Score -8716083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8716082.000000 Penalty: 5557.956543
	Iteration 43Q: 3 clusters Score -8716082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8716086.000000 Penalty: 5557.956543
	Iteration 44Q: 3 clusters Score -8716086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8716083.000000 Penalty: 5557.956543
	Iteration 45Q: 3 clusters Score -8716083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8716084.000000 Penalty: 5557.956543
	Iteration 46Q: 3 clusters Score -8716084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8716085.000000 Penalty: 5557.956543
	Iteration 47Q: 3 clusters Score -8716085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8716095.000000 Penalty: 5557.956543
	Iteration 48Q: 3 clusters Score -8716095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8716103.000000 Penalty: 5557.956543
	Iteration 49Q: 3 clusters Score -8716103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8716110.000000 Penalty: 5557.956543
	Iteration 50Q: 3 clusters Score -8716110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8716114.000000 Penalty: 5557.956543
	Iteration 51Q: 3 clusters Score -8716114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8716117.000000 Penalty: 5557.956543
	Iteration 52Q: 3 clusters Score -8716117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8716118.000000 Penalty: 5557.956543
	Iteration 53Q: 3 clusters Score -8716118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8716128.000000 Penalty: 5557.956543
	Iteration 54Q: 3 clusters Score -8716128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8716133.000000 Penalty: 5557.956543
	Iteration 55Q: 3 clusters Score -8716133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8716123.000000 Penalty: 5557.956543
	Iteration 56Q: 3 clusters Score -8716123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8716123.000000 Penalty: 5557.956543
	Iteration 57F: 3 clusters Score -8716123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Entering Unmasked Estep 
Score: -5299284.500000 Penalty: 2654.621826
	Iteration 0F: 2 clusters Score -5299284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5269117.500000 Penalty: 5309.243652
	Iteration 0F: 3 clusters Score -5269118 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5280443.500000 Penalty: 5309.243652
	Iteration 1F: 3 clusters Score -5280444 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5280812.000000 Penalty: 5309.243652
	Iteration 2Q: 3 clusters Score -5280812 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -5281170.500000 Penalty: 5309.243652
	Iteration 3Q: 3 clusters Score -5281170 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5281498.000000 Penalty: 5309.243652
	Iteration 4Q: 3 clusters Score -5281498 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5281898.500000 Penalty: 5309.243652
	Iteration 5Q: 3 clusters Score -5281898 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -5282324.000000 Penalty: 5309.243652
	Iteration 6Q: 3 clusters Score -5282324 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -5282804.500000 Penalty: 5309.243652
	Iteration 7Q: 3 clusters Score -5282804 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -5283464.000000 Penalty: 5309.243652
	Iteration 8Q: 3 clusters Score -5283464 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -5284438.000000 Penalty: 5309.243652
	Iteration 9Q: 3 clusters Score -5284438 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5285804.000000 Penalty: 5309.243652
	Iteration 10F: 3 clusters Score -5285804 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5287845.500000 Penalty: 5309.243652
	Iteration 11F: 3 clusters Score -5287846 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -5290320.000000 Penalty: 5309.243652
	Iteration 12F: 3 clusters Score -5290320 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5292768.000000 Penalty: 5309.243652
	Iteration 13F: 3 clusters Score -5292768 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5294645.000000 Penalty: 5309.243652
	Iteration 14Q: 3 clusters Score -5294645 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5295705.500000 Penalty: 5309.243652
	Iteration 15Q: 3 clusters Score -5295706 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5296303.000000 Penalty: 5309.243652
	Iteration 16Q: 3 clusters Score -5296303 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5296722.500000 Penalty: 5309.243652
	Iteration 17Q: 3 clusters Score -5296722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5296961.000000 Penalty: 5309.243652
	Iteration 18Q: 3 clusters Score -5296961 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5297119.000000 Penalty: 5309.243652
	Iteration 19Q: 3 clusters Score -5297119 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5297238.000000 Penalty: 5309.243652
	Iteration 20F: 3 clusters Score -5297238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5297301.500000 Penalty: 5309.243652
	Iteration 21Q: 3 clusters Score -5297302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5297337.500000 Penalty: 5309.243652
	Iteration 22Q: 3 clusters Score -5297338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5297349.500000 Penalty: 5309.243652
	Iteration 23Q: 3 clusters Score -5297350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5297365.500000 Penalty: 5309.243652
	Iteration 24Q: 3 clusters Score -5297366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5297379.500000 Penalty: 5309.243652
	Iteration 25Q: 3 clusters Score -5297380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5297388.500000 Penalty: 5309.243652
	Iteration 26Q: 3 clusters Score -5297388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5297391.500000 Penalty: 5309.243652
	Iteration 27Q: 3 clusters Score -5297392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5297384.500000 Penalty: 5309.243652
	Iteration 28Q: 3 clusters Score -5297384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5297393.500000 Penalty: 5309.243652
	Iteration 29Q: 3 clusters Score -5297394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -5297392.000000 Penalty: 5309.243652
	Iteration 30Q: 3 clusters Score -5297392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -5297391.000000 Penalty: 5309.243652
	Iteration 31Q: 3 clusters Score -5297391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5297393.000000 Penalty: 5309.243652
	Iteration 32Q: 3 clusters Score -5297393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5297394.000000 Penalty: 5309.243652
	Iteration 33Q: 3 clusters Score -5297394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -5297396.500000 Penalty: 5309.243652
	Iteration 34Q: 3 clusters Score -5297396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5297397.500000 Penalty: 5309.243652
	Iteration 35Q: 3 clusters Score -5297398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5297396.500000 Penalty: 5309.243652
	Iteration 36Q: 3 clusters Score -5297396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -5297399.500000 Penalty: 5309.243652
	Iteration 37Q: 3 clusters Score -5297400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5297398.500000 Penalty: 5309.243652
	Iteration 38Q: 3 clusters Score -5297398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5297399.000000 Penalty: 5309.243652
	Iteration 39Q: 3 clusters Score -5297399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5297399.500000 Penalty: 5309.243652
	Iteration 40F: 3 clusters Score -5297400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5297399.000000 Penalty: 5309.243652
	Iteration 41Q: 3 clusters Score -5297399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5297398.000000 Penalty: 5309.243652
	Iteration 42Q: 3 clusters Score -5297398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5297398.000000 Penalty: 5309.243652
	Iteration 43F: 3 clusters Score -5297398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Entering Unmasked Estep 
Score: -8387927.500000 Penalty: 2779.735840
	Iteration 0F: 2 clusters Score -8387928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -8338458.000000 Penalty: 5559.471680
	Iteration 0F: 3 clusters Score -8338458 nChanged 34545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -8358012.000000 Penalty: 5559.471680
	Iteration 1F: 3 clusters Score -8358012 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -8358796.000000 Penalty: 5559.471680
	Iteration 2Q: 3 clusters Score -8358796 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -8359767.000000 Penalty: 5559.471680
	Iteration 3Q: 3 clusters Score -8359767 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8361009.000000 Penalty: 5559.471680
	Iteration 4Q: 3 clusters Score -8361009 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -8362743.500000 Penalty: 5559.471680
	Iteration 5F: 3 clusters Score -8362744 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -8365280.000000 Penalty: 5559.471680
	Iteration 6F: 3 clusters Score -8365280 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -8368913.000000 Penalty: 5559.471680
	Iteration 7F: 3 clusters Score -8368913 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -8373394.000000 Penalty: 5559.471680
	Iteration 8F: 3 clusters Score -8373394 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -8378122.500000 Penalty: 5559.471680
	Iteration 9F: 3 clusters Score -8378122 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -8381919.500000 Penalty: 5559.471680
	Iteration 10F: 3 clusters Score -8381920 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -8383964.500000 Penalty: 5559.471680
	Iteration 11Q: 3 clusters Score -8383964 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -8384926.000000 Penalty: 5559.471680
	Iteration 12Q: 3 clusters Score -8384926 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -8385382.500000 Penalty: 5559.471680
	Iteration 13Q: 3 clusters Score -8385382 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -8385557.500000 Penalty: 5559.471680
	Iteration 14Q: 3 clusters Score -8385558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -8385647.000000 Penalty: 5559.471680
	Iteration 15Q: 3 clusters Score -8385647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -8385694.000000 Penalty: 5559.471680
	Iteration 16Q: 3 clusters Score -8385694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -8385717.000000 Penalty: 5559.471680
	Iteration 17Q: 3 clusters Score -8385717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -8385739.000000 Penalty: 5559.471680
	Iteration 18Q: 3 clusters Score -8385739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -8385743.500000 Penalty: 5559.471680
	Iteration 19Q: 3 clusters Score -8385744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -8385739.500000 Penalty: 5559.471680
	Iteration 20F: 3 clusters Score -8385740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -8385749.000000 Penalty: 5559.471680
	Iteration 21Q: 3 clusters Score -8385749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -8385736.500000 Penalty: 5559.471680
	Iteration 22Q: 3 clusters Score -8385736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -8385741.000000 Penalty: 5559.471680
	Iteration 23Q: 3 clusters Score -8385741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -8385751.000000 Penalty: 5559.471680
	Iteration 24Q: 3 clusters Score -8385751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -8385750.000000 Penalty: 5559.471680
	Iteration 25Q: 3 clusters Score -8385750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -8385747.500000 Penalty: 5559.471680
	Iteration 26Q: 3 clusters Score -8385748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -8385749.500000 Penalty: 5559.471680
	Iteration 27Q: 3 clusters Score -8385750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -8385749.500000 Penalty: 5559.471680
	Iteration 28F: 3 clusters Score -8385750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -1076066.250000 Penalty: 2264.776367
	Iteration 0F: 2 clusters Score -1076066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1068865.625000 Penalty: 4529.552734
	Iteration 0F: 3 clusters Score -1068866 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1070929.750000 Penalty: 4529.552734
	Iteration 1F: 3 clusters Score -1070930 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1071239.875000 Penalty: 4529.552734
	Iteration 2F: 3 clusters Score -1071240 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1071469.125000 Penalty: 4529.552734
	Iteration 3F: 3 clusters Score -1071469 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1071640.125000 Penalty: 4529.552734
	Iteration 4Q: 3 clusters Score -1071640 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1071774.250000 Penalty: 4529.552734
	Iteration 5Q: 3 clusters Score -1071774 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1071906.125000 Penalty: 4529.552734
	Iteration 6Q: 3 clusters Score -1071906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1072037.250000 Penalty: 4529.552734
	Iteration 7Q: 3 clusters Score -1072037 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1072149.125000 Penalty: 4529.552734
	Iteration 8Q: 3 clusters Score -1072149 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1072266.375000 Penalty: 4529.552734
	Iteration 9Q: 3 clusters Score -1072266 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1072381.000000 Penalty: 4529.552734
	Iteration 10Q: 3 clusters Score -1072381 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1072535.000000 Penalty: 4529.552734
	Iteration 11Q: 3 clusters Score -1072535 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1072713.250000 Penalty: 4529.552734
	Iteration 12Q: 3 clusters Score -1072713 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1072900.125000 Penalty: 4529.552734
	Iteration 13Q: 3 clusters Score -1072900 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1073054.375000 Penalty: 4529.552734
	Iteration 14Q: 3 clusters Score -1073054 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1073198.375000 Penalty: 4529.552734
	Iteration 15Q: 3 clusters Score -1073198 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1073339.500000 Penalty: 4529.552734
	Iteration 16Q: 3 clusters Score -1073340 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1073479.625000 Penalty: 4529.552734
	Iteration 17Q: 3 clusters Score -1073480 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1073608.500000 Penalty: 4529.552734
	Iteration 18Q: 3 clusters Score -1073608 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1073702.000000 Penalty: 4529.552734
	Iteration 19Q: 3 clusters Score -1073702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1073787.000000 Penalty: 4529.552734
	Iteration 20F: 3 clusters Score -1073787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1073853.875000 Penalty: 4529.552734
	Iteration 21Q: 3 clusters Score -1073854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1073913.750000 Penalty: 4529.552734
	Iteration 22Q: 3 clusters Score -1073914 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1073963.375000 Penalty: 4529.552734
	Iteration 23Q: 3 clusters Score -1073963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1073996.750000 Penalty: 4529.552734
	Iteration 24Q: 3 clusters Score -1073997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1074022.250000 Penalty: 4529.552734
	Iteration 25Q: 3 clusters Score -1074022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1074042.375000 Penalty: 4529.552734
	Iteration 26Q: 3 clusters Score -1074042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1074064.500000 Penalty: 4529.552734
	Iteration 27Q: 3 clusters Score -1074064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1074088.250000 Penalty: 4529.552734
	Iteration 28Q: 3 clusters Score -1074088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1074104.625000 Penalty: 4529.552734
	Iteration 29Q: 3 clusters Score -1074105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1074118.375000 Penalty: 4529.552734
	Iteration 30Q: 3 clusters Score -1074118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1074131.375000 Penalty: 4529.552734
	Iteration 31Q: 3 clusters Score -1074131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1074139.375000 Penalty: 4529.552734
	Iteration 32Q: 3 clusters Score -1074139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1074146.625000 Penalty: 4529.552734
	Iteration 33Q: 3 clusters Score -1074147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1074148.625000 Penalty: 4529.552734
	Iteration 34Q: 3 clusters Score -1074149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1074153.000000 Penalty: 4529.552734
	Iteration 35Q: 3 clusters Score -1074153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1074156.625000 Penalty: 4529.552734
	Iteration 36Q: 3 clusters Score -1074157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1074161.250000 Penalty: 4529.552734
	Iteration 37Q: 3 clusters Score -1074161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1074164.750000 Penalty: 4529.552734
	Iteration 38Q: 3 clusters Score -1074165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1074166.750000 Penalty: 4529.552734
	Iteration 39Q: 3 clusters Score -1074167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1074166.125000 Penalty: 4529.552734
	Iteration 40F: 3 clusters Score -1074166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1074166.375000 Penalty: 4529.552734
	Iteration 41Q: 3 clusters Score -1074166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1074168.250000 Penalty: 4529.552734
	Iteration 42Q: 3 clusters Score -1074168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1074169.500000 Penalty: 4529.552734
	Iteration 43Q: 3 clusters Score -1074170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1074169.500000 Penalty: 4529.552734
	Iteration 44F: 3 clusters Score -1074170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51351.644531 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51351.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51598.027344 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51598.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51724.273438 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51724.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51818.066406 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51818.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51904.820312 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51904.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51963.222656 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51963.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51997.265625 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51997.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52037.906250 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -52037.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52062.097656 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -52062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52068.250000 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -52068.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52078.582031 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -52078.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52087.382812 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -52087.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52092.062500 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -52092.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52092.062500 Penalty: 3107.589355
	Iteration 13F: 3 clusters Score -52092.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Entering Unmasked Estep 
Score: -6157657.500000 Penalty: 2693.679688
	Iteration 0F: 2 clusters Score -6157658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -6122605.000000 Penalty: 5387.359375
	Iteration 0F: 3 clusters Score -6122605 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6136149.500000 Penalty: 5387.359375
	Iteration 1F: 3 clusters Score -6136150 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6136657.000000 Penalty: 5387.359375
	Iteration 2Q: 3 clusters Score -6136657 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -6137096.500000 Penalty: 5387.359375
	Iteration 3Q: 3 clusters Score -6137096 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6137591.000000 Penalty: 5387.359375
	Iteration 4Q: 3 clusters Score -6137591 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6138161.500000 Penalty: 5387.359375
	Iteration 5Q: 3 clusters Score -6138162 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -6138884.000000 Penalty: 5387.359375
	Iteration 6Q: 3 clusters Score -6138884 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6139781.500000 Penalty: 5387.359375
	Iteration 7Q: 3 clusters Score -6139782 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -6140873.500000 Penalty: 5387.359375
	Iteration 8Q: 3 clusters Score -6140874 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -6141959.000000 Penalty: 5387.359375
	Iteration 9Q: 3 clusters Score -6141959 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6143106.000000 Penalty: 5387.359375
	Iteration 10Q: 3 clusters Score -6143106 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -6144199.500000 Penalty: 5387.359375
	Iteration 11Q: 3 clusters Score -6144200 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -6145267.000000 Penalty: 5387.359375
	Iteration 12Q: 3 clusters Score -6145267 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -6146350.500000 Penalty: 5387.359375
	Iteration 13Q: 3 clusters Score -6146350 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6147399.000000 Penalty: 5387.359375
	Iteration 14Q: 3 clusters Score -6147399 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -6148330.500000 Penalty: 5387.359375
	Iteration 15Q: 3 clusters Score -6148330 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -6149160.000000 Penalty: 5387.359375
	Iteration 16Q: 3 clusters Score -6149160 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6149991.500000 Penalty: 5387.359375
	Iteration 17Q: 3 clusters Score -6149992 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -6150870.000000 Penalty: 5387.359375
	Iteration 18Q: 3 clusters Score -6150870 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -6151594.000000 Penalty: 5387.359375
	Iteration 19Q: 3 clusters Score -6151594 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -6152299.500000 Penalty: 5387.359375
	Iteration 20F: 3 clusters Score -6152300 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6152896.500000 Penalty: 5387.359375
	Iteration 21Q: 3 clusters Score -6152896 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -6153395.500000 Penalty: 5387.359375
	Iteration 22Q: 3 clusters Score -6153396 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6153719.000000 Penalty: 5387.359375
	Iteration 23Q: 3 clusters Score -6153719 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6154027.000000 Penalty: 5387.359375
	Iteration 24Q: 3 clusters Score -6154027 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6154266.000000 Penalty: 5387.359375
	Iteration 25Q: 3 clusters Score -6154266 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6154483.500000 Penalty: 5387.359375
	Iteration 26Q: 3 clusters Score -6154484 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6154670.500000 Penalty: 5387.359375
	Iteration 27Q: 3 clusters Score -6154670 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6154817.000000 Penalty: 5387.359375
	Iteration 28Q: 3 clusters Score -6154817 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6154943.500000 Penalty: 5387.359375
	Iteration 29Q: 3 clusters Score -6154944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6155056.500000 Penalty: 5387.359375
	Iteration 30Q: 3 clusters Score -6155056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6155160.000000 Penalty: 5387.359375
	Iteration 31Q: 3 clusters Score -6155160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6155223.500000 Penalty: 5387.359375
	Iteration 32Q: 3 clusters Score -6155224 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6155267.500000 Penalty: 5387.359375
	Iteration 33Q: 3 clusters Score -6155268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6155299.000000 Penalty: 5387.359375
	Iteration 34Q: 3 clusters Score -6155299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6155332.000000 Penalty: 5387.359375
	Iteration 35Q: 3 clusters Score -6155332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6155355.500000 Penalty: 5387.359375
	Iteration 36Q: 3 clusters Score -6155356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6155383.000000 Penalty: 5387.359375
	Iteration 37Q: 3 clusters Score -6155383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6155408.500000 Penalty: 5387.359375
	Iteration 38Q: 3 clusters Score -6155408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6155431.000000 Penalty: 5387.359375
	Iteration 39Q: 3 clusters Score -6155431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6155445.000000 Penalty: 5387.359375
	Iteration 40F: 3 clusters Score -6155445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6155457.500000 Penalty: 5387.359375
	Iteration 41Q: 3 clusters Score -6155458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6155470.500000 Penalty: 5387.359375
	Iteration 42Q: 3 clusters Score -6155470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6155481.500000 Penalty: 5387.359375
	Iteration 43Q: 3 clusters Score -6155482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6155491.500000 Penalty: 5387.359375
	Iteration 44Q: 3 clusters Score -6155492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6155502.000000 Penalty: 5387.359375
	Iteration 45Q: 3 clusters Score -6155502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6155516.500000 Penalty: 5387.359375
	Iteration 46Q: 3 clusters Score -6155516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6155510.000000 Penalty: 5387.359375
	Iteration 47Q: 3 clusters Score -6155510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6155524.000000 Penalty: 5387.359375
	Iteration 48Q: 3 clusters Score -6155524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6155518.000000 Penalty: 5387.359375
	Iteration 49Q: 3 clusters Score -6155518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6155527.000000 Penalty: 5387.359375
	Iteration 50Q: 3 clusters Score -6155527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6155527.000000 Penalty: 5387.359375
	Iteration 51Q: 3 clusters Score -6155527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6155534.500000 Penalty: 5387.359375
	Iteration 52Q: 3 clusters Score -6155534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6155536.500000 Penalty: 5387.359375
	Iteration 53Q: 3 clusters Score -6155536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6155531.000000 Penalty: 5387.359375
	Iteration 54Q: 3 clusters Score -6155531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6155533.000000 Penalty: 5387.359375
	Iteration 55Q: 3 clusters Score -6155533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6155535.500000 Penalty: 5387.359375
	Iteration 56Q: 3 clusters Score -6155536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6155542.500000 Penalty: 5387.359375
	Iteration 57Q: 3 clusters Score -6155542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6155543.000000 Penalty: 5387.359375
	Iteration 58Q: 3 clusters Score -6155543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6155544.000000 Penalty: 5387.359375
	Iteration 59Q: 3 clusters Score -6155544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6155544.000000 Penalty: 5387.359375
	Iteration 60F: 3 clusters Score -6155544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (295306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295306 members 
Entering Unmasked Estep 
Score: -34524428.000000 Penalty: 3123.750244
	Iteration 0F: 2 clusters Score -3.452443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -34329236.000000 Penalty: 6247.500488
	Iteration 0F: 3 clusters Score -3.432924e+07 nChanged 142691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142202 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -34413548.000000 Penalty: 6247.500488
	Iteration 1F: 3 clusters Score -3.441355e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138999 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -34414512.000000 Penalty: 6247.500488
	Iteration 2Q: 3 clusters Score -3.441451e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134023 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -34416164.000000 Penalty: 6247.500488
	Iteration 3Q: 3 clusters Score -3.441616e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -34418732.000000 Penalty: 6247.500488
	Iteration 4Q: 3 clusters Score -3.441873e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 180382 members 
Entering Unmasked Estep 
Score: -34423672.000000 Penalty: 6247.500488
	Iteration 5Q: 3 clusters Score -3.442367e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98407 members 
Mstep: Class 2 contains 196899 members 
Entering Unmasked Estep 
Score: -34433248.000000 Penalty: 6247.500488
	Iteration 6F: 3 clusters Score -3.443325e+07 nChanged 21552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 218275 members 
Entering Unmasked Estep 
Score: -34449404.000000 Penalty: 6247.500488
	Iteration 7F: 3 clusters Score -3.44494e+07 nChanged 23650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 241831 members 
Entering Unmasked Estep 
Score: -34470340.000000 Penalty: 6247.500488
	Iteration 8F: 3 clusters Score -3.447034e+07 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 262368 members 
Entering Unmasked Estep 
Score: -34490084.000000 Penalty: 6247.500488
	Iteration 9F: 3 clusters Score -3.449008e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 276306 members 
Entering Unmasked Estep 
Score: -34503696.000000 Penalty: 6247.500488
	Iteration 10Q: 3 clusters Score -3.45037e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 284578 members 
Entering Unmasked Estep 
Score: -34511924.000000 Penalty: 6247.500488
	Iteration 11Q: 3 clusters Score -3.451192e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 289123 members 
Entering Unmasked Estep 
Score: -34516272.000000 Penalty: 6247.500488
	Iteration 12Q: 3 clusters Score -3.451627e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 291712 members 
Entering Unmasked Estep 
Score: -34518704.000000 Penalty: 6247.500488
	Iteration 13Q: 3 clusters Score -3.45187e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 293064 members 
Entering Unmasked Estep 
Score: -34519932.000000 Penalty: 6247.500488
	Iteration 14Q: 3 clusters Score -3.451993e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 293784 members 
Entering Unmasked Estep 
Score: -34520548.000000 Penalty: 6247.500488
	Iteration 15Q: 3 clusters Score -3.452055e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 294141 members 
Entering Unmasked Estep 
Score: -34520940.000000 Penalty: 6247.500488
	Iteration 16Q: 3 clusters Score -3.452094e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 294345 members 
Entering Unmasked Estep 
Score: -34521160.000000 Penalty: 6247.500488
	Iteration 17Q: 3 clusters Score -3.452116e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 294456 members 
Entering Unmasked Estep 
Score: -34521208.000000 Penalty: 6247.500488
	Iteration 18Q: 3 clusters Score -3.452121e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 294520 members 
Entering Unmasked Estep 
Score: -34521300.000000 Penalty: 6247.500488
	Iteration 19Q: 3 clusters Score -3.45213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 294564 members 
Entering Unmasked Estep 
Score: -34521356.000000 Penalty: 6247.500488
	Iteration 20F: 3 clusters Score -3.452136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 294602 members 
Entering Unmasked Estep 
Score: -34521428.000000 Penalty: 6247.500488
	Iteration 21Q: 3 clusters Score -3.452143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 294629 members 
Entering Unmasked Estep 
Score: -34521440.000000 Penalty: 6247.500488
	Iteration 22Q: 3 clusters Score -3.452144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 294648 members 
Entering Unmasked Estep 
Score: -34521476.000000 Penalty: 6247.500488
	Iteration 23Q: 3 clusters Score -3.452148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 294659 members 
Entering Unmasked Estep 
Score: -34521512.000000 Penalty: 6247.500488
	Iteration 24Q: 3 clusters Score -3.452151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 294673 members 
Entering Unmasked Estep 
Score: -34521540.000000 Penalty: 6247.500488
	Iteration 25Q: 3 clusters Score -3.452154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 294686 members 
Entering Unmasked Estep 
Score: -34521552.000000 Penalty: 6247.500488
	Iteration 26Q: 3 clusters Score -3.452155e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 294700 members 
Entering Unmasked Estep 
Score: -34521552.000000 Penalty: 6247.500488
	Iteration 27Q: 3 clusters Score -3.452155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 294705 members 
Entering Unmasked Estep 
Score: -34521588.000000 Penalty: 6247.500488
	Iteration 28Q: 3 clusters Score -3.452159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 294713 members 
Entering Unmasked Estep 
Score: -34521588.000000 Penalty: 6247.500488
	Iteration 29Q: 3 clusters Score -3.452159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 294731 members 
Entering Unmasked Estep 
Score: -34521596.000000 Penalty: 6247.500488
	Iteration 30Q: 3 clusters Score -3.45216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 294735 members 
Entering Unmasked Estep 
Score: -34521628.000000 Penalty: 6247.500488
	Iteration 31Q: 3 clusters Score -3.452163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 294743 members 
Entering Unmasked Estep 
Score: -34521632.000000 Penalty: 6247.500488
	Iteration 32Q: 3 clusters Score -3.452163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 294748 members 
Entering Unmasked Estep 
Score: -34521640.000000 Penalty: 6247.500488
	Iteration 33Q: 3 clusters Score -3.452164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 294751 members 
Entering Unmasked Estep 
Score: -34521636.000000 Penalty: 6247.500488
	Iteration 34Q: 3 clusters Score -3.452164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 294753 members 
Entering Unmasked Estep 
Score: -34521640.000000 Penalty: 6247.500488
	Iteration 35Q: 3 clusters Score -3.452164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 294753 members 
Entering Unmasked Estep 
Score: -34521640.000000 Penalty: 6247.500488
	Iteration 36Q: 3 clusters Score -3.452164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 294749 members 
Entering Unmasked Estep 
Score: -34521644.000000 Penalty: 6247.500488
	Iteration 37Q: 3 clusters Score -3.452164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 294748 members 
Entering Unmasked Estep 
Score: -34521652.000000 Penalty: 6247.500488
	Iteration 38Q: 3 clusters Score -3.452165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 294749 members 
Entering Unmasked Estep 
Score: -34521656.000000 Penalty: 6247.500488
	Iteration 39Q: 3 clusters Score -3.452166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 294749 members 
Entering Unmasked Estep 
Score: -34521652.000000 Penalty: 6247.500488
	Iteration 40F: 3 clusters Score -3.452165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 294751 members 
Entering Unmasked Estep 
Score: -34521664.000000 Penalty: 6247.500488
	Iteration 41Q: 3 clusters Score -3.452166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 294753 members 
Entering Unmasked Estep 
Score: -34521660.000000 Penalty: 6247.500488
	Iteration 42Q: 3 clusters Score -3.452166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 294754 members 
Entering Unmasked Estep 
Score: -34521672.000000 Penalty: 6247.500488
	Iteration 43Q: 3 clusters Score -3.452167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 294755 members 
Entering Unmasked Estep 
Score: -34521684.000000 Penalty: 6247.500488
	Iteration 44Q: 3 clusters Score -3.452168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 294758 members 
Entering Unmasked Estep 
Score: -34521676.000000 Penalty: 6247.500488
	Iteration 45Q: 3 clusters Score -3.452168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 294759 members 
Entering Unmasked Estep 
Score: -34521676.000000 Penalty: 6247.500488
	Iteration 46Q: 3 clusters Score -3.452168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 294760 members 
Entering Unmasked Estep 
Score: -34521676.000000 Penalty: 6247.500488
	Iteration 47Q: 3 clusters Score -3.452168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 294760 members 
Entering Unmasked Estep 
Score: -34521676.000000 Penalty: 6247.500488
	Iteration 48F: 3 clusters Score -3.452168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Entering Unmasked Estep 
Score: -6568896.000000 Penalty: 2708.344727
	Iteration 0F: 2 clusters Score -6568896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -6531672.500000 Penalty: 5416.689453
	Iteration 0F: 3 clusters Score -6531672 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -6546239.500000 Penalty: 5416.689453
	Iteration 1F: 3 clusters Score -6546240 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6547069.500000 Penalty: 5416.689453
	Iteration 2Q: 3 clusters Score -6547070 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -6548180.500000 Penalty: 5416.689453
	Iteration 3Q: 3 clusters Score -6548180 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -6549634.500000 Penalty: 5416.689453
	Iteration 4F: 3 clusters Score -6549634 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6551815.500000 Penalty: 5416.689453
	Iteration 5F: 3 clusters Score -6551816 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -6554762.500000 Penalty: 5416.689453
	Iteration 6F: 3 clusters Score -6554762 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -6557806.000000 Penalty: 5416.689453
	Iteration 7F: 3 clusters Score -6557806 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -6560404.000000 Penalty: 5416.689453
	Iteration 8F: 3 clusters Score -6560404 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6562232.000000 Penalty: 5416.689453
	Iteration 9Q: 3 clusters Score -6562232 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -6563462.500000 Penalty: 5416.689453
	Iteration 10Q: 3 clusters Score -6563462 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -6564338.000000 Penalty: 5416.689453
	Iteration 11Q: 3 clusters Score -6564338 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -6564925.500000 Penalty: 5416.689453
	Iteration 12Q: 3 clusters Score -6564926 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -6565336.500000 Penalty: 5416.689453
	Iteration 13Q: 3 clusters Score -6565336 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6565679.500000 Penalty: 5416.689453
	Iteration 14Q: 3 clusters Score -6565680 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -6565919.000000 Penalty: 5416.689453
	Iteration 15Q: 3 clusters Score -6565919 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6566130.500000 Penalty: 5416.689453
	Iteration 16Q: 3 clusters Score -6566130 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6566323.500000 Penalty: 5416.689453
	Iteration 17Q: 3 clusters Score -6566324 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6566494.000000 Penalty: 5416.689453
	Iteration 18Q: 3 clusters Score -6566494 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -6566628.000000 Penalty: 5416.689453
	Iteration 19Q: 3 clusters Score -6566628 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -6566712.000000 Penalty: 5416.689453
	Iteration 20F: 3 clusters Score -6566712 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6566811.000000 Penalty: 5416.689453
	Iteration 21Q: 3 clusters Score -6566811 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6566898.500000 Penalty: 5416.689453
	Iteration 22Q: 3 clusters Score -6566898 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6566945.500000 Penalty: 5416.689453
	Iteration 23Q: 3 clusters Score -6566946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6567004.500000 Penalty: 5416.689453
	Iteration 24Q: 3 clusters Score -6567004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6567060.000000 Penalty: 5416.689453
	Iteration 25Q: 3 clusters Score -6567060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6567120.000000 Penalty: 5416.689453
	Iteration 26Q: 3 clusters Score -6567120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6567150.000000 Penalty: 5416.689453
	Iteration 27Q: 3 clusters Score -6567150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6567165.000000 Penalty: 5416.689453
	Iteration 28Q: 3 clusters Score -6567165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6567197.000000 Penalty: 5416.689453
	Iteration 29Q: 3 clusters Score -6567197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6567218.000000 Penalty: 5416.689453
	Iteration 30Q: 3 clusters Score -6567218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6567244.000000 Penalty: 5416.689453
	Iteration 31Q: 3 clusters Score -6567244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6567249.500000 Penalty: 5416.689453
	Iteration 32Q: 3 clusters Score -6567250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6567279.500000 Penalty: 5416.689453
	Iteration 33Q: 3 clusters Score -6567280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6567292.500000 Penalty: 5416.689453
	Iteration 34Q: 3 clusters Score -6567292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6567304.000000 Penalty: 5416.689453
	Iteration 35Q: 3 clusters Score -6567304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6567293.000000 Penalty: 5416.689453
	Iteration 36Q: 3 clusters Score -6567293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6567298.500000 Penalty: 5416.689453
	Iteration 37Q: 3 clusters Score -6567298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6567310.000000 Penalty: 5416.689453
	Iteration 38Q: 3 clusters Score -6567310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6567302.000000 Penalty: 5416.689453
	Iteration 39Q: 3 clusters Score -6567302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6567299.000000 Penalty: 5416.689453
	Iteration 40F: 3 clusters Score -6567299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6567296.500000 Penalty: 5416.689453
	Iteration 41Q: 3 clusters Score -6567296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6567294.000000 Penalty: 5416.689453
	Iteration 42Q: 3 clusters Score -6567294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6567297.000000 Penalty: 5416.689453
	Iteration 43Q: 3 clusters Score -6567297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6567297.000000 Penalty: 5416.689453
	Iteration 44Q: 3 clusters Score -6567297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6567308.500000 Penalty: 5416.689453
	Iteration 45Q: 3 clusters Score -6567308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6567310.000000 Penalty: 5416.689453
	Iteration 46Q: 3 clusters Score -6567310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6567309.000000 Penalty: 5416.689453
	Iteration 47Q: 3 clusters Score -6567309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6567305.500000 Penalty: 5416.689453
	Iteration 48Q: 3 clusters Score -6567306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6567308.500000 Penalty: 5416.689453
	Iteration 49Q: 3 clusters Score -6567308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6567310.000000 Penalty: 5416.689453
	Iteration 50Q: 3 clusters Score -6567310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6567314.500000 Penalty: 5416.689453
	Iteration 51Q: 3 clusters Score -6567314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6567311.500000 Penalty: 5416.689453
	Iteration 52Q: 3 clusters Score -6567312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6567325.000000 Penalty: 5416.689453
	Iteration 53Q: 3 clusters Score -6567325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6567319.500000 Penalty: 5416.689453
	Iteration 54Q: 3 clusters Score -6567320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6567313.500000 Penalty: 5416.689453
	Iteration 55Q: 3 clusters Score -6567314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6567316.500000 Penalty: 5416.689453
	Iteration 56Q: 3 clusters Score -6567316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6567311.500000 Penalty: 5416.689453
	Iteration 57Q: 3 clusters Score -6567312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6567311.000000 Penalty: 5416.689453
	Iteration 58Q: 3 clusters Score -6567311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6567322.000000 Penalty: 5416.689453
	Iteration 59Q: 3 clusters Score -6567322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6567325.000000 Penalty: 5416.689453
	Iteration 60F: 3 clusters Score -6567325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6567329.000000 Penalty: 5416.689453
	Iteration 61Q: 3 clusters Score -6567329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6567321.000000 Penalty: 5416.689453
	Iteration 62Q: 3 clusters Score -6567321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6567319.500000 Penalty: 5416.689453
	Iteration 63Q: 3 clusters Score -6567320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6567323.000000 Penalty: 5416.689453
	Iteration 64Q: 3 clusters Score -6567323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6567321.500000 Penalty: 5416.689453
	Iteration 65Q: 3 clusters Score -6567322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6567322.000000 Penalty: 5416.689453
	Iteration 66Q: 3 clusters Score -6567322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6567318.000000 Penalty: 5416.689453
	Iteration 67Q: 3 clusters Score -6567318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6567318.000000 Penalty: 5416.689453
	Iteration 68Q: 3 clusters Score -6567318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6567318.000000 Penalty: 5416.689453
	Iteration 69F: 3 clusters Score -6567318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -84899.625000 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -84899.62 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 402 members 
Entering Unmasked Estep 
Score: -83094.531250 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -83094.53 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83354.195312 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -83354.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83492.257812 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -83492.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83603.960938 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -83603.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83690.921875 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -83690.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83803.187500 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -83803.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83922.750000 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -83922.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84050.343750 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -84050.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84242.851562 Penalty: 3314.325684
	Iteration 8F: 3 clusters Score -84242.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84466.585938 Penalty: 3314.325684
	Iteration 9F: 3 clusters Score -84466.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84704.539062 Penalty: 3314.325684
	Iteration 10F: 3 clusters Score -84704.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84876.398438 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -84876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84956.703125 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -84956.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85004.687500 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -85004.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85029.671875 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -85029.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85030.570312 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -85030.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85030.570312 Penalty: 3314.325684
	Iteration 16F: 3 clusters Score -85030.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 77754 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 316844 members 
Mstep: Class 7 contains 73538 members 
Mstep: Class 8 contains 44539 members 
Mstep: Class 9 contains 73763 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52136 members 
Mstep: Class 13 contains 295306 members 
Mstep: Class 14 contains 55312 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 196267 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19180 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 35260 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 20353 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 207932 members 
Entering Unmasked Estep 
Score: -184001952.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -184003232.000000 to -184001952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (196267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Entering Unmasked Estep 
Score: -23092596.000000 Penalty: 3022.433350
	Iteration 0F: 2 clusters Score -2.30926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -22962504.000000 Penalty: 6044.866699
	Iteration 0F: 3 clusters Score -2.29625e+07 nChanged 94631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -23017474.000000 Penalty: 6044.866699
	Iteration 1F: 3 clusters Score -2.301747e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -23018256.000000 Penalty: 6044.866699
	Iteration 2Q: 3 clusters Score -2.301826e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -23019222.000000 Penalty: 6044.866699
	Iteration 3Q: 3 clusters Score -2.301922e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -23020826.000000 Penalty: 6044.866699
	Iteration 4Q: 3 clusters Score -2.302083e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114921 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -23023352.000000 Penalty: 6044.866699
	Iteration 5Q: 3 clusters Score -2.302335e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124075 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -23027914.000000 Penalty: 6044.866699
	Iteration 6Q: 3 clusters Score -2.302791e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -23036780.000000 Penalty: 6044.866699
	Iteration 7F: 3 clusters Score -2.303678e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -23051680.000000 Penalty: 6044.866699
	Iteration 8F: 3 clusters Score -2.305168e+07 nChanged 18153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172997 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -23068696.000000 Penalty: 6044.866699
	Iteration 9F: 3 clusters Score -2.30687e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186571 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -23081456.000000 Penalty: 6044.866699
	Iteration 10F: 3 clusters Score -2.308146e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193066 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -23087276.000000 Penalty: 6044.866699
	Iteration 11Q: 3 clusters Score -2.308728e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23089062.000000 Penalty: 6044.866699
	Iteration 12Q: 3 clusters Score -2.308906e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195775 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -23089584.000000 Penalty: 6044.866699
	Iteration 13Q: 3 clusters Score -2.308958e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23089786.000000 Penalty: 6044.866699
	Iteration 14Q: 3 clusters Score -2.308979e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195966 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23089874.000000 Penalty: 6044.866699
	Iteration 15Q: 3 clusters Score -2.308987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195982 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23089920.000000 Penalty: 6044.866699
	Iteration 16Q: 3 clusters Score -2.308992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195997 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23089952.000000 Penalty: 6044.866699
	Iteration 17Q: 3 clusters Score -2.308995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196002 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23089990.000000 Penalty: 6044.866699
	Iteration 18Q: 3 clusters Score -2.308999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196004 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23090014.000000 Penalty: 6044.866699
	Iteration 19Q: 3 clusters Score -2.309001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196003 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23090036.000000 Penalty: 6044.866699
	Iteration 20F: 3 clusters Score -2.309004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196000 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23090038.000000 Penalty: 6044.866699
	Iteration 21Q: 3 clusters Score -2.309004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196000 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23090040.000000 Penalty: 6044.866699
	Iteration 22Q: 3 clusters Score -2.309004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195999 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23090042.000000 Penalty: 6044.866699
	Iteration 23Q: 3 clusters Score -2.309004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195999 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23090042.000000 Penalty: 6044.866699
	Iteration 24F: 3 clusters Score -2.309004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -282170.000000 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -282170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -279131.906250 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -279131.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -279776.531250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -279776.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -279974.875000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -279974.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -280091.687500 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -280091.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -280170.531250 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -280170.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280228.375000 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -280228.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -280290.625000 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -280290.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -280379.781250 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -280379.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -280477.500000 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -280477.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -280639.750000 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -280639.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -280906.687500 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -280906.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -281156.468750 Penalty: 3902.464111
	Iteration 11F: 3 clusters Score -281156.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -281343.937500 Penalty: 3902.464111
	Iteration 12F: 3 clusters Score -281343.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -281470.250000 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -281470.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -281581.062500 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -281581.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281677.312500 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -281677.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -281781.750000 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -281781.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -281845.718750 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -281845.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -281882.593750 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -281882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -281908.218750 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -281908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -281929.375000 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -281929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -281943.531250 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -281943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -281955.593750 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -281955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -281963.875000 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -281963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -281970.687500 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -281970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -281976.156250 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -281976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -281978.843750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -281978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -281978.843750 Penalty: 3902.464111
	Iteration 27F: 3 clusters Score -281978.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Entering Unmasked Estep 
Score: -2229342.750000 Penalty: 2445.682617
	Iteration 0F: 2 clusters Score -2229343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2215758.500000 Penalty: 4891.365234
	Iteration 0F: 3 clusters Score -2215758 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2220389.000000 Penalty: 4891.365234
	Iteration 1F: 3 clusters Score -2220389 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2220829.250000 Penalty: 4891.365234
	Iteration 2F: 3 clusters Score -2220829 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2221152.750000 Penalty: 4891.365234
	Iteration 3Q: 3 clusters Score -2221153 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2221398.000000 Penalty: 4891.365234
	Iteration 4Q: 3 clusters Score -2221398 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2221583.250000 Penalty: 4891.365234
	Iteration 5Q: 3 clusters Score -2221583 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2221755.500000 Penalty: 4891.365234
	Iteration 6Q: 3 clusters Score -2221756 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2221938.750000 Penalty: 4891.365234
	Iteration 7Q: 3 clusters Score -2221939 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2222146.000000 Penalty: 4891.365234
	Iteration 8Q: 3 clusters Score -2222146 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2222401.250000 Penalty: 4891.365234
	Iteration 9Q: 3 clusters Score -2222401 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2222685.000000 Penalty: 4891.365234
	Iteration 10Q: 3 clusters Score -2222685 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2223002.000000 Penalty: 4891.365234
	Iteration 11Q: 3 clusters Score -2223002 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2223360.250000 Penalty: 4891.365234
	Iteration 12Q: 3 clusters Score -2223360 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2223795.500000 Penalty: 4891.365234
	Iteration 13Q: 3 clusters Score -2223796 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2224336.000000 Penalty: 4891.365234
	Iteration 14Q: 3 clusters Score -2224336 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2224952.500000 Penalty: 4891.365234
	Iteration 15Q: 3 clusters Score -2224952 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2225643.750000 Penalty: 4891.365234
	Iteration 16Q: 3 clusters Score -2225644 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2226291.250000 Penalty: 4891.365234
	Iteration 17Q: 3 clusters Score -2226291 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2226946.750000 Penalty: 4891.365234
	Iteration 18Q: 3 clusters Score -2226947 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2227522.750000 Penalty: 4891.365234
	Iteration 19Q: 3 clusters Score -2227523 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2227954.750000 Penalty: 4891.365234
	Iteration 20F: 3 clusters Score -2227955 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2228223.250000 Penalty: 4891.365234
	Iteration 21Q: 3 clusters Score -2228223 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2228373.750000 Penalty: 4891.365234
	Iteration 22Q: 3 clusters Score -2228374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2228430.750000 Penalty: 4891.365234
	Iteration 23Q: 3 clusters Score -2228431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2228470.500000 Penalty: 4891.365234
	Iteration 24Q: 3 clusters Score -2228470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2228482.000000 Penalty: 4891.365234
	Iteration 25Q: 3 clusters Score -2228482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2228489.000000 Penalty: 4891.365234
	Iteration 26Q: 3 clusters Score -2228489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2228498.750000 Penalty: 4891.365234
	Iteration 27Q: 3 clusters Score -2228499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2228502.250000 Penalty: 4891.365234
	Iteration 28Q: 3 clusters Score -2228502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2228509.000000 Penalty: 4891.365234
	Iteration 29Q: 3 clusters Score -2228509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2228513.750000 Penalty: 4891.365234
	Iteration 30Q: 3 clusters Score -2228514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2228516.750000 Penalty: 4891.365234
	Iteration 31Q: 3 clusters Score -2228517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2228521.250000 Penalty: 4891.365234
	Iteration 32Q: 3 clusters Score -2228521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2228520.750000 Penalty: 4891.365234
	Iteration 33Q: 3 clusters Score -2228521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2228524.000000 Penalty: 4891.365234
	Iteration 34Q: 3 clusters Score -2228524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2228521.500000 Penalty: 4891.365234
	Iteration 35Q: 3 clusters Score -2228522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2228525.500000 Penalty: 4891.365234
	Iteration 36Q: 3 clusters Score -2228526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2228524.750000 Penalty: 4891.365234
	Iteration 37Q: 3 clusters Score -2228525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2228525.000000 Penalty: 4891.365234
	Iteration 38Q: 3 clusters Score -2228525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2228525.250000 Penalty: 4891.365234
	Iteration 39Q: 3 clusters Score -2228525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2228527.750000 Penalty: 4891.365234
	Iteration 40F: 3 clusters Score -2228528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2228526.000000 Penalty: 4891.365234
	Iteration 41Q: 3 clusters Score -2228526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2228524.250000 Penalty: 4891.365234
	Iteration 42Q: 3 clusters Score -2228524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2228524.250000 Penalty: 4891.365234
	Iteration 43F: 3 clusters Score -2228524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -166611.046875 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -166611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -164296.984375 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -164297 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -164713.515625 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -164713.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -164884.265625 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -164884.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -164972.203125 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -164972.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165038.750000 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -165038.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165096.578125 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -165096.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165139.812500 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -165139.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165176.625000 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -165176.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165205.625000 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -165205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -165230.125000 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -165230.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165249.375000 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -165249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165265.671875 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -165265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165280.718750 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -165280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165289.625000 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -165289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165297.171875 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -165297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -165306.078125 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -165306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165312.453125 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -165312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165319.265625 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -165319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -165323.562500 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -165323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165325.781250 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -165325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -165327.171875 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -165327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -165329.390625 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -165329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165332.218750 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -165332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165333.937500 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -165333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165335.765625 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -165335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165338.078125 Penalty: 3632.619873
	Iteration 25Q: 3 clusters Score -165338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -165340.281250 Penalty: 3632.619873
	Iteration 26Q: 3 clusters Score -165340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165342.593750 Penalty: 3632.619873
	Iteration 27Q: 3 clusters Score -165342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165344.281250 Penalty: 3632.619873
	Iteration 28Q: 3 clusters Score -165344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165347.515625 Penalty: 3632.619873
	Iteration 29Q: 3 clusters Score -165347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -165352.296875 Penalty: 3632.619873
	Iteration 30Q: 3 clusters Score -165352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -165362.609375 Penalty: 3632.619873
	Iteration 31Q: 3 clusters Score -165362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -165372.937500 Penalty: 3632.619873
	Iteration 32Q: 3 clusters Score -165372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -165384.062500 Penalty: 3632.619873
	Iteration 33Q: 3 clusters Score -165384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165396.890625 Penalty: 3632.619873
	Iteration 34Q: 3 clusters Score -165396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165405.062500 Penalty: 3632.619873
	Iteration 35Q: 3 clusters Score -165405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165413.093750 Penalty: 3632.619873
	Iteration 36Q: 3 clusters Score -165413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -165421.203125 Penalty: 3632.619873
	Iteration 37Q: 3 clusters Score -165421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -165430.171875 Penalty: 3632.619873
	Iteration 38Q: 3 clusters Score -165430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -165439.593750 Penalty: 3632.619873
	Iteration 39Q: 3 clusters Score -165439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165444.171875 Penalty: 3632.619873
	Iteration 40F: 3 clusters Score -165444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -165447.296875 Penalty: 3632.619873
	Iteration 41Q: 3 clusters Score -165447.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165456.406250 Penalty: 3632.619873
	Iteration 42Q: 3 clusters Score -165456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -165462.140625 Penalty: 3632.619873
	Iteration 43Q: 3 clusters Score -165462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165471.171875 Penalty: 3632.619873
	Iteration 44Q: 3 clusters Score -165471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165479.671875 Penalty: 3632.619873
	Iteration 45Q: 3 clusters Score -165479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165487.828125 Penalty: 3632.619873
	Iteration 46Q: 3 clusters Score -165487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165499.781250 Penalty: 3632.619873
	Iteration 47Q: 3 clusters Score -165499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -165506.578125 Penalty: 3632.619873
	Iteration 48Q: 3 clusters Score -165506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -165511.796875 Penalty: 3632.619873
	Iteration 49Q: 3 clusters Score -165511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -165519.078125 Penalty: 3632.619873
	Iteration 50Q: 3 clusters Score -165519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165521.968750 Penalty: 3632.619873
	Iteration 51Q: 3 clusters Score -165522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165521.968750 Penalty: 3632.619873
	Iteration 52F: 3 clusters Score -165522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Entering Unmasked Estep 
Score: -4207642.500000 Penalty: 2596.685059
	Iteration 0F: 2 clusters Score -4207642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4183700.500000 Penalty: 5193.370117
	Iteration 0F: 3 clusters Score -4183700 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4192462.000000 Penalty: 5193.370117
	Iteration 1F: 3 clusters Score -4192462 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4192981.500000 Penalty: 5193.370117
	Iteration 2Q: 3 clusters Score -4192982 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4193430.000000 Penalty: 5193.370117
	Iteration 3Q: 3 clusters Score -4193430 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4193863.250000 Penalty: 5193.370117
	Iteration 4Q: 3 clusters Score -4193863 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4194345.500000 Penalty: 5193.370117
	Iteration 5Q: 3 clusters Score -4194346 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4194906.500000 Penalty: 5193.370117
	Iteration 6Q: 3 clusters Score -4194906 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4195561.500000 Penalty: 5193.370117
	Iteration 7Q: 3 clusters Score -4195562 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4196505.500000 Penalty: 5193.370117
	Iteration 8Q: 3 clusters Score -4196506 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4197751.500000 Penalty: 5193.370117
	Iteration 9F: 3 clusters Score -4197752 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4199339.000000 Penalty: 5193.370117
	Iteration 10F: 3 clusters Score -4199339 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -4201089.500000 Penalty: 5193.370117
	Iteration 11F: 3 clusters Score -4201090 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4202727.500000 Penalty: 5193.370117
	Iteration 12F: 3 clusters Score -4202728 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4203863.000000 Penalty: 5193.370117
	Iteration 13Q: 3 clusters Score -4203863 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4204536.500000 Penalty: 5193.370117
	Iteration 14Q: 3 clusters Score -4204536 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4204909.000000 Penalty: 5193.370117
	Iteration 15Q: 3 clusters Score -4204909 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4205091.500000 Penalty: 5193.370117
	Iteration 16Q: 3 clusters Score -4205092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4205168.500000 Penalty: 5193.370117
	Iteration 17Q: 3 clusters Score -4205168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4205220.000000 Penalty: 5193.370117
	Iteration 18Q: 3 clusters Score -4205220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4205245.000000 Penalty: 5193.370117
	Iteration 19Q: 3 clusters Score -4205245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4205253.500000 Penalty: 5193.370117
	Iteration 20F: 3 clusters Score -4205254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4205267.000000 Penalty: 5193.370117
	Iteration 21Q: 3 clusters Score -4205267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4205279.500000 Penalty: 5193.370117
	Iteration 22Q: 3 clusters Score -4205280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4205283.500000 Penalty: 5193.370117
	Iteration 23Q: 3 clusters Score -4205284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4205284.000000 Penalty: 5193.370117
	Iteration 24Q: 3 clusters Score -4205284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4205290.500000 Penalty: 5193.370117
	Iteration 25Q: 3 clusters Score -4205290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4205295.000000 Penalty: 5193.370117
	Iteration 26Q: 3 clusters Score -4205295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4205302.000000 Penalty: 5193.370117
	Iteration 27Q: 3 clusters Score -4205302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4205305.000000 Penalty: 5193.370117
	Iteration 28Q: 3 clusters Score -4205305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4205306.000000 Penalty: 5193.370117
	Iteration 29Q: 3 clusters Score -4205306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4205305.500000 Penalty: 5193.370117
	Iteration 30Q: 3 clusters Score -4205306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4205309.500000 Penalty: 5193.370117
	Iteration 31Q: 3 clusters Score -4205310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4205311.500000 Penalty: 5193.370117
	Iteration 32Q: 3 clusters Score -4205312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4205311.500000 Penalty: 5193.370117
	Iteration 33F: 3 clusters Score -4205312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Entering Unmasked Estep 
Score: -966032.125000 Penalty: 2244.296875
	Iteration 0F: 2 clusters Score -966032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -959300.562500 Penalty: 4488.593750
	Iteration 0F: 3 clusters Score -959300.6 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -961197.625000 Penalty: 4488.593750
	Iteration 1F: 3 clusters Score -961197.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -961537.000000 Penalty: 4488.593750
	Iteration 2F: 3 clusters Score -961537 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -961838.437500 Penalty: 4488.593750
	Iteration 3F: 3 clusters Score -961838.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -962144.312500 Penalty: 4488.593750
	Iteration 4F: 3 clusters Score -962144.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -962490.375000 Penalty: 4488.593750
	Iteration 5F: 3 clusters Score -962490.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -962840.875000 Penalty: 4488.593750
	Iteration 6F: 3 clusters Score -962840.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -963192.750000 Penalty: 4488.593750
	Iteration 7F: 3 clusters Score -963192.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -963454.250000 Penalty: 4488.593750
	Iteration 8Q: 3 clusters Score -963454.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -963654.062500 Penalty: 4488.593750
	Iteration 9Q: 3 clusters Score -963654.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -963779.375000 Penalty: 4488.593750
	Iteration 10Q: 3 clusters Score -963779.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -963864.500000 Penalty: 4488.593750
	Iteration 11Q: 3 clusters Score -963864.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -963926.250000 Penalty: 4488.593750
	Iteration 12Q: 3 clusters Score -963926.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -963975.125000 Penalty: 4488.593750
	Iteration 13Q: 3 clusters Score -963975.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -964011.562500 Penalty: 4488.593750
	Iteration 14Q: 3 clusters Score -964011.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -964037.312500 Penalty: 4488.593750
	Iteration 15Q: 3 clusters Score -964037.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -964049.750000 Penalty: 4488.593750
	Iteration 16Q: 3 clusters Score -964049.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -964062.000000 Penalty: 4488.593750
	Iteration 17Q: 3 clusters Score -964062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -964066.562500 Penalty: 4488.593750
	Iteration 18Q: 3 clusters Score -964066.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -964071.250000 Penalty: 4488.593750
	Iteration 19Q: 3 clusters Score -964071.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -964078.687500 Penalty: 4488.593750
	Iteration 20F: 3 clusters Score -964078.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -964083.750000 Penalty: 4488.593750
	Iteration 21Q: 3 clusters Score -964083.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -964088.375000 Penalty: 4488.593750
	Iteration 22Q: 3 clusters Score -964088.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -964093.375000 Penalty: 4488.593750
	Iteration 23Q: 3 clusters Score -964093.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -964095.812500 Penalty: 4488.593750
	Iteration 24Q: 3 clusters Score -964095.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -964098.812500 Penalty: 4488.593750
	Iteration 25Q: 3 clusters Score -964098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -964100.062500 Penalty: 4488.593750
	Iteration 26Q: 3 clusters Score -964100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -964102.500000 Penalty: 4488.593750
	Iteration 27Q: 3 clusters Score -964102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -964100.562500 Penalty: 4488.593750
	Iteration 28Q: 3 clusters Score -964100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -964102.437500 Penalty: 4488.593750
	Iteration 29Q: 3 clusters Score -964102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -964101.937500 Penalty: 4488.593750
	Iteration 30Q: 3 clusters Score -964101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -964105.375000 Penalty: 4488.593750
	Iteration 31Q: 3 clusters Score -964105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -964105.375000 Penalty: 4488.593750
	Iteration 32F: 3 clusters Score -964105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Entering Unmasked Estep 
Score: -2428881.750000 Penalty: 2460.403809
	Iteration 0F: 2 clusters Score -2428882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2414556.500000 Penalty: 4920.807617
	Iteration 0F: 3 clusters Score -2414556 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2419277.250000 Penalty: 4920.807617
	Iteration 1F: 3 clusters Score -2419277 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2419607.250000 Penalty: 4920.807617
	Iteration 2Q: 3 clusters Score -2419607 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2419857.250000 Penalty: 4920.807617
	Iteration 3Q: 3 clusters Score -2419857 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2420071.000000 Penalty: 4920.807617
	Iteration 4Q: 3 clusters Score -2420071 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2420274.750000 Penalty: 4920.807617
	Iteration 5Q: 3 clusters Score -2420275 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2420459.500000 Penalty: 4920.807617
	Iteration 6Q: 3 clusters Score -2420460 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2420651.250000 Penalty: 4920.807617
	Iteration 7Q: 3 clusters Score -2420651 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2420833.000000 Penalty: 4920.807617
	Iteration 8Q: 3 clusters Score -2420833 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2421050.500000 Penalty: 4920.807617
	Iteration 9Q: 3 clusters Score -2421050 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2421327.750000 Penalty: 4920.807617
	Iteration 10Q: 3 clusters Score -2421328 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2421722.250000 Penalty: 4920.807617
	Iteration 11Q: 3 clusters Score -2421722 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2422234.500000 Penalty: 4920.807617
	Iteration 12Q: 3 clusters Score -2422234 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2422989.500000 Penalty: 4920.807617
	Iteration 13F: 3 clusters Score -2422990 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2423928.500000 Penalty: 4920.807617
	Iteration 14F: 3 clusters Score -2423928 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2424893.500000 Penalty: 4920.807617
	Iteration 15F: 3 clusters Score -2424894 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2425664.750000 Penalty: 4920.807617
	Iteration 16Q: 3 clusters Score -2425665 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2426113.500000 Penalty: 4920.807617
	Iteration 17Q: 3 clusters Score -2426114 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2426385.500000 Penalty: 4920.807617
	Iteration 18Q: 3 clusters Score -2426386 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2426516.500000 Penalty: 4920.807617
	Iteration 19Q: 3 clusters Score -2426516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2426576.500000 Penalty: 4920.807617
	Iteration 20F: 3 clusters Score -2426576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2426608.750000 Penalty: 4920.807617
	Iteration 21Q: 3 clusters Score -2426609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2426638.750000 Penalty: 4920.807617
	Iteration 22Q: 3 clusters Score -2426639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2426662.000000 Penalty: 4920.807617
	Iteration 23Q: 3 clusters Score -2426662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2426679.250000 Penalty: 4920.807617
	Iteration 24Q: 3 clusters Score -2426679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2426684.500000 Penalty: 4920.807617
	Iteration 25Q: 3 clusters Score -2426684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2426694.250000 Penalty: 4920.807617
	Iteration 26Q: 3 clusters Score -2426694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2426698.250000 Penalty: 4920.807617
	Iteration 27Q: 3 clusters Score -2426698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2426703.250000 Penalty: 4920.807617
	Iteration 28Q: 3 clusters Score -2426703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2426711.000000 Penalty: 4920.807617
	Iteration 29Q: 3 clusters Score -2426711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2426713.000000 Penalty: 4920.807617
	Iteration 30Q: 3 clusters Score -2426713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2426716.750000 Penalty: 4920.807617
	Iteration 31Q: 3 clusters Score -2426717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2426720.750000 Penalty: 4920.807617
	Iteration 32Q: 3 clusters Score -2426721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2426722.750000 Penalty: 4920.807617
	Iteration 33Q: 3 clusters Score -2426723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2426724.250000 Penalty: 4920.807617
	Iteration 34Q: 3 clusters Score -2426724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2426726.000000 Penalty: 4920.807617
	Iteration 35Q: 3 clusters Score -2426726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2426728.750000 Penalty: 4920.807617
	Iteration 36Q: 3 clusters Score -2426729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2426728.750000 Penalty: 4920.807617
	Iteration 37F: 3 clusters Score -2426729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Entering Unmasked Estep 
Score: -1016581.500000 Penalty: 2267.125000
	Iteration 0F: 2 clusters Score -1016582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1009231.750000 Penalty: 4534.250000
	Iteration 0F: 3 clusters Score -1009232 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1011371.062500 Penalty: 4534.250000
	Iteration 1F: 3 clusters Score -1011371 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1011642.687500 Penalty: 4534.250000
	Iteration 2F: 3 clusters Score -1011643 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1011811.250000 Penalty: 4534.250000
	Iteration 3Q: 3 clusters Score -1011811 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1011946.437500 Penalty: 4534.250000
	Iteration 4Q: 3 clusters Score -1011946 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1012050.250000 Penalty: 4534.250000
	Iteration 5Q: 3 clusters Score -1012050 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1012129.750000 Penalty: 4534.250000
	Iteration 6Q: 3 clusters Score -1012130 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1012206.187500 Penalty: 4534.250000
	Iteration 7Q: 3 clusters Score -1012206 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1012273.125000 Penalty: 4534.250000
	Iteration 8Q: 3 clusters Score -1012273 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1012336.187500 Penalty: 4534.250000
	Iteration 9Q: 3 clusters Score -1012336 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1012404.562500 Penalty: 4534.250000
	Iteration 10Q: 3 clusters Score -1012405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1012468.062500 Penalty: 4534.250000
	Iteration 11Q: 3 clusters Score -1012468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1012534.687500 Penalty: 4534.250000
	Iteration 12Q: 3 clusters Score -1012535 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1012614.812500 Penalty: 4534.250000
	Iteration 13Q: 3 clusters Score -1012615 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1012688.625000 Penalty: 4534.250000
	Iteration 14Q: 3 clusters Score -1012689 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1012774.750000 Penalty: 4534.250000
	Iteration 15Q: 3 clusters Score -1012775 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1012857.875000 Penalty: 4534.250000
	Iteration 16Q: 3 clusters Score -1012858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1012938.500000 Penalty: 4534.250000
	Iteration 17Q: 3 clusters Score -1012938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1013042.687500 Penalty: 4534.250000
	Iteration 18Q: 3 clusters Score -1013043 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1013170.062500 Penalty: 4534.250000
	Iteration 19Q: 3 clusters Score -1013170 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1013301.187500 Penalty: 4534.250000
	Iteration 20F: 3 clusters Score -1013301 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1013434.000000 Penalty: 4534.250000
	Iteration 21Q: 3 clusters Score -1013434 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1013570.875000 Penalty: 4534.250000
	Iteration 22Q: 3 clusters Score -1013571 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1013731.500000 Penalty: 4534.250000
	Iteration 23Q: 3 clusters Score -1013732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1013861.750000 Penalty: 4534.250000
	Iteration 24Q: 3 clusters Score -1013862 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1014001.000000 Penalty: 4534.250000
	Iteration 25Q: 3 clusters Score -1014001 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1014130.875000 Penalty: 4534.250000
	Iteration 26Q: 3 clusters Score -1014131 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1014253.437500 Penalty: 4534.250000
	Iteration 27Q: 3 clusters Score -1014253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1014337.562500 Penalty: 4534.250000
	Iteration 28Q: 3 clusters Score -1014338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1014415.125000 Penalty: 4534.250000
	Iteration 29Q: 3 clusters Score -1014415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1014468.937500 Penalty: 4534.250000
	Iteration 30Q: 3 clusters Score -1014469 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1014520.000000 Penalty: 4534.250000
	Iteration 31Q: 3 clusters Score -1014520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1014555.000000 Penalty: 4534.250000
	Iteration 32Q: 3 clusters Score -1014555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1014586.125000 Penalty: 4534.250000
	Iteration 33Q: 3 clusters Score -1014586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1014612.687500 Penalty: 4534.250000
	Iteration 34Q: 3 clusters Score -1014613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1014639.437500 Penalty: 4534.250000
	Iteration 35Q: 3 clusters Score -1014639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1014657.312500 Penalty: 4534.250000
	Iteration 36Q: 3 clusters Score -1014657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1014677.312500 Penalty: 4534.250000
	Iteration 37Q: 3 clusters Score -1014677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1014692.625000 Penalty: 4534.250000
	Iteration 38Q: 3 clusters Score -1014693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1014706.875000 Penalty: 4534.250000
	Iteration 39Q: 3 clusters Score -1014707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1014719.062500 Penalty: 4534.250000
	Iteration 40F: 3 clusters Score -1014719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1014725.625000 Penalty: 4534.250000
	Iteration 41Q: 3 clusters Score -1014726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1014735.687500 Penalty: 4534.250000
	Iteration 42Q: 3 clusters Score -1014736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1014742.187500 Penalty: 4534.250000
	Iteration 43Q: 3 clusters Score -1014742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1014754.187500 Penalty: 4534.250000
	Iteration 44Q: 3 clusters Score -1014754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1014772.625000 Penalty: 4534.250000
	Iteration 45Q: 3 clusters Score -1014773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1014783.250000 Penalty: 4534.250000
	Iteration 46Q: 3 clusters Score -1014783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1014789.437500 Penalty: 4534.250000
	Iteration 47Q: 3 clusters Score -1014789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1014794.937500 Penalty: 4534.250000
	Iteration 48Q: 3 clusters Score -1014795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1014802.500000 Penalty: 4534.250000
	Iteration 49Q: 3 clusters Score -1014802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1014807.187500 Penalty: 4534.250000
	Iteration 50Q: 3 clusters Score -1014807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1014810.125000 Penalty: 4534.250000
	Iteration 51Q: 3 clusters Score -1014810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1014810.687500 Penalty: 4534.250000
	Iteration 52Q: 3 clusters Score -1014811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1014811.125000 Penalty: 4534.250000
	Iteration 53Q: 3 clusters Score -1014811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1014814.000000 Penalty: 4534.250000
	Iteration 54Q: 3 clusters Score -1014814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1014815.500000 Penalty: 4534.250000
	Iteration 55Q: 3 clusters Score -1014816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1014819.500000 Penalty: 4534.250000
	Iteration 56Q: 3 clusters Score -1014820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1014826.437500 Penalty: 4534.250000
	Iteration 57Q: 3 clusters Score -1014826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1014832.437500 Penalty: 4534.250000
	Iteration 58Q: 3 clusters Score -1014832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1014837.812500 Penalty: 4534.250000
	Iteration 59Q: 3 clusters Score -1014838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1014840.000000 Penalty: 4534.250000
	Iteration 60F: 3 clusters Score -1014840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1014842.875000 Penalty: 4534.250000
	Iteration 61Q: 3 clusters Score -1014843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1014845.500000 Penalty: 4534.250000
	Iteration 62Q: 3 clusters Score -1014846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1014847.937500 Penalty: 4534.250000
	Iteration 63Q: 3 clusters Score -1014848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1014849.562500 Penalty: 4534.250000
	Iteration 64Q: 3 clusters Score -1014850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1014851.000000 Penalty: 4534.250000
	Iteration 65Q: 3 clusters Score -1014851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1014850.500000 Penalty: 4534.250000
	Iteration 66Q: 3 clusters Score -1014850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1014850.500000 Penalty: 4534.250000
	Iteration 67F: 3 clusters Score -1014850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -137526.937500 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137526.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137885.031250 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138058.203125 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138058.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138210.312500 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -138210.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -138376.031250 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -138376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -138513.390625 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -138513.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138588.109375 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138588.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138651.718750 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138651.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138693.656250 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -138711.296875 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138711.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -138729.984375 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138754.421875 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138758.437500 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138768.265625 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -138775.640625 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -138782.171875 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -138788.046875 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -138791.234375 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138792.468750 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138792.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -138792.468750 Penalty: 3523.655518
	Iteration 19F: 3 clusters Score -138792.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 412 members 
Entering Unmasked Estep 
Score: -80259.648438 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80259.65 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80622.203125 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80622.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80836.757812 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80836.76 nChanged 50
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: -80990.218750 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -80990.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81079.687500 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -81079.69 nChanged 24
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: -81151.562500 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81151.56 nChanged 16
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: -81205.578125 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81205.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81253.921875 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81253.92 nChanged 11
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: -81293.062500 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81293.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81366.359375 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81366.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81513.218750 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81513.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81611.789062 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81611.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81630.179688 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81630.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81644.125000 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81644.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81650.023438 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81650.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81658.148438 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81658.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81668.343750 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81668.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81685.406250 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -81685.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81698.148438 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -81698.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81711.328125 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -81711.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81712.304688 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -81712.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -666435.500000 Penalty: 2147.957764
	Iteration 0F: 2 clusters Score -666435.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -661435.187500 Penalty: 4295.915527
	Iteration 0F: 3 clusters Score -661435.2 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -662664.687500 Penalty: 4295.915527
	Iteration 1F: 3 clusters Score -662664.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -662921.250000 Penalty: 4295.915527
	Iteration 2F: 3 clusters Score -662921.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -663079.812500 Penalty: 4295.915527
	Iteration 3F: 3 clusters Score -663079.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -663194.062500 Penalty: 4295.915527
	Iteration 4Q: 3 clusters Score -663194.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -663287.687500 Penalty: 4295.915527
	Iteration 5Q: 3 clusters Score -663287.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -663358.125000 Penalty: 4295.915527
	Iteration 6Q: 3 clusters Score -663358.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -663425.062500 Penalty: 4295.915527
	Iteration 7Q: 3 clusters Score -663425.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -663489.125000 Penalty: 4295.915527
	Iteration 8Q: 3 clusters Score -663489.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -663570.500000 Penalty: 4295.915527
	Iteration 9Q: 3 clusters Score -663570.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -663665.437500 Penalty: 4295.915527
	Iteration 10Q: 3 clusters Score -663665.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -663754.687500 Penalty: 4295.915527
	Iteration 11Q: 3 clusters Score -663754.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -663840.687500 Penalty: 4295.915527
	Iteration 12Q: 3 clusters Score -663840.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -663929.125000 Penalty: 4295.915527
	Iteration 13Q: 3 clusters Score -663929.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -664011.312500 Penalty: 4295.915527
	Iteration 14Q: 3 clusters Score -664011.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -664096.937500 Penalty: 4295.915527
	Iteration 15Q: 3 clusters Score -664096.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -664162.375000 Penalty: 4295.915527
	Iteration 16Q: 3 clusters Score -664162.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -664227.375000 Penalty: 4295.915527
	Iteration 17Q: 3 clusters Score -664227.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -664279.625000 Penalty: 4295.915527
	Iteration 18Q: 3 clusters Score -664279.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -664318.687500 Penalty: 4295.915527
	Iteration 19Q: 3 clusters Score -664318.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -664356.500000 Penalty: 4295.915527
	Iteration 20F: 3 clusters Score -664356.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -664389.187500 Penalty: 4295.915527
	Iteration 21Q: 3 clusters Score -664389.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -664434.062500 Penalty: 4295.915527
	Iteration 22Q: 3 clusters Score -664434.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -664462.562500 Penalty: 4295.915527
	Iteration 23Q: 3 clusters Score -664462.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -664486.437500 Penalty: 4295.915527
	Iteration 24Q: 3 clusters Score -664486.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -664516.000000 Penalty: 4295.915527
	Iteration 25Q: 3 clusters Score -664516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -664545.250000 Penalty: 4295.915527
	Iteration 26Q: 3 clusters Score -664545.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -664561.937500 Penalty: 4295.915527
	Iteration 27Q: 3 clusters Score -664561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -664569.687500 Penalty: 4295.915527
	Iteration 28Q: 3 clusters Score -664569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -664574.750000 Penalty: 4295.915527
	Iteration 29Q: 3 clusters Score -664574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -664576.125000 Penalty: 4295.915527
	Iteration 30Q: 3 clusters Score -664576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -664577.375000 Penalty: 4295.915527
	Iteration 31Q: 3 clusters Score -664577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -664580.125000 Penalty: 4295.915527
	Iteration 32Q: 3 clusters Score -664580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -664586.875000 Penalty: 4295.915527
	Iteration 33Q: 3 clusters Score -664586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -664590.312500 Penalty: 4295.915527
	Iteration 34Q: 3 clusters Score -664590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -664593.750000 Penalty: 4295.915527
	Iteration 35Q: 3 clusters Score -664593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -664596.937500 Penalty: 4295.915527
	Iteration 36Q: 3 clusters Score -664596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -664597.750000 Penalty: 4295.915527
	Iteration 37Q: 3 clusters Score -664597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -664601.625000 Penalty: 4295.915527
	Iteration 38Q: 3 clusters Score -664601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -664603.812500 Penalty: 4295.915527
	Iteration 39Q: 3 clusters Score -664603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -664606.437500 Penalty: 4295.915527
	Iteration 40F: 3 clusters Score -664606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -664608.750000 Penalty: 4295.915527
	Iteration 41Q: 3 clusters Score -664608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -664610.437500 Penalty: 4295.915527
	Iteration 42Q: 3 clusters Score -664610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -664612.562500 Penalty: 4295.915527
	Iteration 43Q: 3 clusters Score -664612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -664612.562500 Penalty: 4295.915527
	Iteration 44F: 3 clusters Score -664612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -400029.812500 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -400029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396387.062500 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -396387.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -397148.031250 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -397148 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -397363.375000 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -397363.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -397565.531250 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -397565.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -397782.093750 Penalty: 4063.652344
	Iteration 4F: 3 clusters Score -397782.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -398051.968750 Penalty: 4063.652344
	Iteration 5F: 3 clusters Score -398052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398327.031250 Penalty: 4063.652344
	Iteration 6F: 3 clusters Score -398327 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -398542.375000 Penalty: 4063.652344
	Iteration 7F: 3 clusters Score -398542.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -398664.625000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -398664.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -398755.593750 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -398755.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -398814.968750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -398815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -398868.250000 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -398868.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -398924.000000 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -398924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398979.781250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -398979.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -399018.000000 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -399018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -399052.250000 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -399052.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -399088.687500 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -399088.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -399124.875000 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -399124.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -399156.875000 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -399156.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -399181.343750 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -399181.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -399198.281250 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -399198.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -399208.000000 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -399208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -399217.500000 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -399217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -399221.437500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -399221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -399225.250000 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -399225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -399226.312500 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -399226.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -399226.312500 Penalty: 4063.652344
	Iteration 26F: 3 clusters Score -399226.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Entering Unmasked Estep 
Score: -689954.312500 Penalty: 2166.569580
	Iteration 0F: 2 clusters Score -689954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -684701.812500 Penalty: 4333.139160
	Iteration 0F: 3 clusters Score -684701.8 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -686006.625000 Penalty: 4333.139160
	Iteration 1F: 3 clusters Score -686006.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -686238.125000 Penalty: 4333.139160
	Iteration 2F: 3 clusters Score -686238.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -686403.062500 Penalty: 4333.139160
	Iteration 3Q: 3 clusters Score -686403.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -686567.750000 Penalty: 4333.139160
	Iteration 4Q: 3 clusters Score -686567.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -686755.562500 Penalty: 4333.139160
	Iteration 5Q: 3 clusters Score -686755.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -687001.312500 Penalty: 4333.139160
	Iteration 6Q: 3 clusters Score -687001.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -687274.250000 Penalty: 4333.139160
	Iteration 7F: 3 clusters Score -687274.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -687539.375000 Penalty: 4333.139160
	Iteration 8F: 3 clusters Score -687539.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -687774.312500 Penalty: 4333.139160
	Iteration 9F: 3 clusters Score -687774.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -687968.375000 Penalty: 4333.139160
	Iteration 10Q: 3 clusters Score -687968.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -688126.437500 Penalty: 4333.139160
	Iteration 11Q: 3 clusters Score -688126.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -688236.750000 Penalty: 4333.139160
	Iteration 12Q: 3 clusters Score -688236.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -688309.125000 Penalty: 4333.139160
	Iteration 13Q: 3 clusters Score -688309.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -688386.875000 Penalty: 4333.139160
	Iteration 14Q: 3 clusters Score -688386.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -688442.187500 Penalty: 4333.139160
	Iteration 15Q: 3 clusters Score -688442.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -688486.250000 Penalty: 4333.139160
	Iteration 16Q: 3 clusters Score -688486.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -688523.500000 Penalty: 4333.139160
	Iteration 17Q: 3 clusters Score -688523.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -688549.250000 Penalty: 4333.139160
	Iteration 18Q: 3 clusters Score -688549.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -688572.812500 Penalty: 4333.139160
	Iteration 19Q: 3 clusters Score -688572.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -688588.000000 Penalty: 4333.139160
	Iteration 20F: 3 clusters Score -688588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -688596.000000 Penalty: 4333.139160
	Iteration 21Q: 3 clusters Score -688596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -688607.687500 Penalty: 4333.139160
	Iteration 22Q: 3 clusters Score -688607.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -688616.500000 Penalty: 4333.139160
	Iteration 23Q: 3 clusters Score -688616.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -688633.187500 Penalty: 4333.139160
	Iteration 24Q: 3 clusters Score -688633.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -688646.812500 Penalty: 4333.139160
	Iteration 25Q: 3 clusters Score -688646.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -688660.625000 Penalty: 4333.139160
	Iteration 26Q: 3 clusters Score -688660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -688669.250000 Penalty: 4333.139160
	Iteration 27Q: 3 clusters Score -688669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -688672.000000 Penalty: 4333.139160
	Iteration 28Q: 3 clusters Score -688672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -688676.750000 Penalty: 4333.139160
	Iteration 29Q: 3 clusters Score -688676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -688676.750000 Penalty: 4333.139160
	Iteration 30F: 3 clusters Score -688676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127982.625000 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127982.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128266.390625 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128266.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128352.476562 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128352.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128406.273438 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128406.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128438.578125 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128457.859375 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128461.984375 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128465.640625 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128467.937500 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128469.335938 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128469.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128470.375000 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128471.984375 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128475.718750 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128478.007812 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128479.492188 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128479.492188 Penalty: 3495.568604
	Iteration 15F: 3 clusters Score -128479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -418391.000000 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -418391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -414692.062500 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -414692.1 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -416048.437500 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -416048.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -416838.093750 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -416838.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -417341.406250 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -417341.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -417576.437500 Penalty: 4092.954590
	Iteration 4F: 3 clusters Score -417576.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -417689.468750 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -417689.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -417757.656250 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -417757.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -417799.843750 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -417799.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -417840.593750 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -417840.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -417901.093750 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -417901.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -417990.406250 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -417990.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418087.781250 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -418087.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -418155.031250 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -418155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -418184.781250 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -418184.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418201.343750 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -418201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418210.687500 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -418210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -418215.031250 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -418215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418216.250000 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -418216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418218.062500 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -418218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418219.531250 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -418219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -418221.750000 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -418221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418221.593750 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -418221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -418221.593750 Penalty: 4092.954590
	Iteration 22F: 3 clusters Score -418221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 473 members 
Entering Unmasked Estep 
Score: -90412.906250 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90412.91 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90867.382812 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -90867.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91113.398438 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91113.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91559.593750 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91559.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91801.101562 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91801.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91994.375000 Penalty: 3398.712158
	Iteration 5F: 3 clusters Score -91994.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92111.445312 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92111.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -92224.867188 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92224.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -92265.046875 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92265.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -92292.710938 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92292.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -92326.484375 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92326.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -92356.789062 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92356.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -92381.335938 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92381.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92400.484375 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92400.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92413.234375 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -92413.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -92426.890625 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -92426.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -92447.609375 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -92447.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -92466.210938 Penalty: 3398.712158
	Iteration 17Q: 3 clusters Score -92466.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -92483.875000 Penalty: 3398.712158
	Iteration 18Q: 3 clusters Score -92483.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -92505.890625 Penalty: 3398.712158
	Iteration 19Q: 3 clusters Score -92505.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -92505.890625 Penalty: 3398.712158
	Iteration 20F: 3 clusters Score -92505.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 77754 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 316844 members 
Mstep: Class 7 contains 73538 members 
Mstep: Class 8 contains 44539 members 
Mstep: Class 9 contains 73763 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52136 members 
Mstep: Class 13 contains 295306 members 
Mstep: Class 14 contains 55312 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 196267 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19180 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 35260 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 20353 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 748 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 207932 members 
Entering Unmasked Estep 
Score: -184001264.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -184003232.000000 to -184001264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (207932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Entering Unmasked Estep 
Score: -24479522.000000 Penalty: 3036.751709
	Iteration 0F: 2 clusters Score -2.447952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -24344372.000000 Penalty: 6073.503418
	Iteration 0F: 3 clusters Score -2.434437e+07 nChanged 99975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -24404284.000000 Penalty: 6073.503418
	Iteration 1F: 3 clusters Score -2.440428e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -24406508.000000 Penalty: 6073.503418
	Iteration 2Q: 3 clusters Score -2.440651e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -24410344.000000 Penalty: 6073.503418
	Iteration 3Q: 3 clusters Score -2.441034e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -24417232.000000 Penalty: 6073.503418
	Iteration 4F: 3 clusters Score -2.441723e+07 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -24428666.000000 Penalty: 6073.503418
	Iteration 5F: 3 clusters Score -2.442867e+07 nChanged 17680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161297 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -24444062.000000 Penalty: 6073.503418
	Iteration 6F: 3 clusters Score -2.444406e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176142 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -24458592.000000 Penalty: 6073.503418
	Iteration 7F: 3 clusters Score -2.445859e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186731 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -24469078.000000 Penalty: 6073.503418
	Iteration 8F: 3 clusters Score -2.446908e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192378 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -24474594.000000 Penalty: 6073.503418
	Iteration 9Q: 3 clusters Score -2.447459e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195257 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -24476686.000000 Penalty: 6073.503418
	Iteration 10Q: 3 clusters Score -2.447669e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -24477320.000000 Penalty: 6073.503418
	Iteration 11Q: 3 clusters Score -2.447732e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198682 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -24477644.000000 Penalty: 6073.503418
	Iteration 12Q: 3 clusters Score -2.447764e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199967 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -24477968.000000 Penalty: 6073.503418
	Iteration 13Q: 3 clusters Score -2.447797e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201019 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -24478072.000000 Penalty: 6073.503418
	Iteration 14Q: 3 clusters Score -2.447807e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201892 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -24478188.000000 Penalty: 6073.503418
	Iteration 15Q: 3 clusters Score -2.447819e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202595 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -24478144.000000 Penalty: 6073.503418
	Iteration 16Q: 3 clusters Score -2.447814e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203177 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -24478152.000000 Penalty: 6073.503418
	Iteration 17Q: 3 clusters Score -2.447815e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203647 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -24478156.000000 Penalty: 6073.503418
	Iteration 18Q: 3 clusters Score -2.447816e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204030 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -24478152.000000 Penalty: 6073.503418
	Iteration 19Q: 3 clusters Score -2.447815e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204308 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -24478100.000000 Penalty: 6073.503418
	Iteration 20F: 3 clusters Score -2.44781e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204552 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -24478108.000000 Penalty: 6073.503418
	Iteration 21Q: 3 clusters Score -2.447811e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204754 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -24478068.000000 Penalty: 6073.503418
	Iteration 22Q: 3 clusters Score -2.447807e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204953 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -24478108.000000 Penalty: 6073.503418
	Iteration 23Q: 3 clusters Score -2.447811e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205107 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -24478122.000000 Penalty: 6073.503418
	Iteration 24Q: 3 clusters Score -2.447812e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205248 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -24478122.000000 Penalty: 6073.503418
	Iteration 25Q: 3 clusters Score -2.447812e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205358 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -24478090.000000 Penalty: 6073.503418
	Iteration 26Q: 3 clusters Score -2.447809e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205457 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -24478084.000000 Penalty: 6073.503418
	Iteration 27Q: 3 clusters Score -2.447808e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205543 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -24478144.000000 Penalty: 6073.503418
	Iteration 28Q: 3 clusters Score -2.447814e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205626 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -24478116.000000 Penalty: 6073.503418
	Iteration 29Q: 3 clusters Score -2.447812e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205707 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -24478112.000000 Penalty: 6073.503418
	Iteration 30Q: 3 clusters Score -2.447811e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205777 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -24478092.000000 Penalty: 6073.503418
	Iteration 31Q: 3 clusters Score -2.447809e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205827 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -24478090.000000 Penalty: 6073.503418
	Iteration 32Q: 3 clusters Score -2.447809e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205881 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -24478128.000000 Penalty: 6073.503418
	Iteration 33Q: 3 clusters Score -2.447813e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205930 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -24478114.000000 Penalty: 6073.503418
	Iteration 34Q: 3 clusters Score -2.447811e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24478124.000000 Penalty: 6073.503418
	Iteration 35Q: 3 clusters Score -2.447812e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206029 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -24478132.000000 Penalty: 6073.503418
	Iteration 36Q: 3 clusters Score -2.447813e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206067 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -24478152.000000 Penalty: 6073.503418
	Iteration 37Q: 3 clusters Score -2.447815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -24478186.000000 Penalty: 6073.503418
	Iteration 38Q: 3 clusters Score -2.447819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206123 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -24478150.000000 Penalty: 6073.503418
	Iteration 39Q: 3 clusters Score -2.447815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206148 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -24478128.000000 Penalty: 6073.503418
	Iteration 40F: 3 clusters Score -2.447813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206158 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -24478134.000000 Penalty: 6073.503418
	Iteration 41Q: 3 clusters Score -2.447813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206169 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24478142.000000 Penalty: 6073.503418
	Iteration 42Q: 3 clusters Score -2.447814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206176 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -24478134.000000 Penalty: 6073.503418
	Iteration 43Q: 3 clusters Score -2.447813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24478132.000000 Penalty: 6073.503418
	Iteration 44Q: 3 clusters Score -2.447813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206185 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -24478114.000000 Penalty: 6073.503418
	Iteration 45Q: 3 clusters Score -2.447811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206193 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -24478102.000000 Penalty: 6073.503418
	Iteration 46Q: 3 clusters Score -2.44781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206198 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -24478104.000000 Penalty: 6073.503418
	Iteration 47Q: 3 clusters Score -2.44781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206202 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -24478116.000000 Penalty: 6073.503418
	Iteration 48Q: 3 clusters Score -2.447812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206206 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -24478106.000000 Penalty: 6073.503418
	Iteration 49Q: 3 clusters Score -2.447811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206209 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -24478116.000000 Penalty: 6073.503418
	Iteration 50Q: 3 clusters Score -2.447812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206211 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24478110.000000 Penalty: 6073.503418
	Iteration 51Q: 3 clusters Score -2.447811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206214 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -24478116.000000 Penalty: 6073.503418
	Iteration 52Q: 3 clusters Score -2.447812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206215 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24478116.000000 Penalty: 6073.503418
	Iteration 53Q: 3 clusters Score -2.447812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206215 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -24478116.000000 Penalty: 6073.503418
	Iteration 54F: 3 clusters Score -2.447812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 77754 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 316844 members 
Mstep: Class 7 contains 73538 members 
Mstep: Class 8 contains 44539 members 
Mstep: Class 9 contains 73763 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52136 members 
Mstep: Class 13 contains 295306 members 
Mstep: Class 14 contains 55312 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 196267 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 19180 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 35260 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 20353 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003312.000000 Penalty: 113423.679688
Iteration 319Q: 33 clusters Score -1.840033e+08 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84086 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 75674 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 316676 members 
Mstep: Class 7 contains 73652 members 
Mstep: Class 8 contains 44600 members 
Mstep: Class 9 contains 73617 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52140 members 
Mstep: Class 13 contains 297386 members 
Mstep: Class 14 contains 55291 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 196503 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 19175 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 35297 members 
Mstep: Class 21 contains 8516 members 
Mstep: Class 22 contains 20352 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5771 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003552.000000 Penalty: 113423.679688
Iteration 320F: 33 clusters Score -1.840036e+08 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 73584 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 316490 members 
Mstep: Class 7 contains 73758 members 
Mstep: Class 8 contains 44640 members 
Mstep: Class 9 contains 73484 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52145 members 
Mstep: Class 13 contains 299590 members 
Mstep: Class 14 contains 55252 members 
Mstep: Class 15 contains 796 members 
Mstep: Class 16 contains 196682 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 19169 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 35329 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 20318 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 6237 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004272.000000 Penalty: 113423.679688
Iteration 321Q: 33 clusters Score -1.840043e+08 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84079 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 71441 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 316211 members 
Mstep: Class 7 contains 73890 members 
Mstep: Class 8 contains 44667 members 
Mstep: Class 9 contains 73344 members 
Mstep: Class 10 contains 8910 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52139 members 
Mstep: Class 13 contains 302014 members 
Mstep: Class 14 contains 55191 members 
Mstep: Class 15 contains 797 members 
Mstep: Class 16 contains 196905 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 19157 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 35352 members 
Mstep: Class 21 contains 8521 members 
Mstep: Class 22 contains 20279 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 6242 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004784.000000 Penalty: 113423.679688
Iteration 322Q: 33 clusters Score -1.840048e+08 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84079 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 69328 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 315785 members 
Mstep: Class 7 contains 73988 members 
Mstep: Class 8 contains 44702 members 
Mstep: Class 9 contains 73239 members 
Mstep: Class 10 contains 8801 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52130 members 
Mstep: Class 13 contains 304513 members 
Mstep: Class 14 contains 55140 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 197131 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 19149 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 35385 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 20241 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5755 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184006528.000000 Penalty: 113423.679688
Iteration 323Q: 33 clusters Score -1.840065e+08 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84087 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 67221 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 315223 members 
Mstep: Class 7 contains 74071 members 
Mstep: Class 8 contains 44722 members 
Mstep: Class 9 contains 73149 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52125 members 
Mstep: Class 13 contains 307286 members 
Mstep: Class 14 contains 55038 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 197327 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 19145 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 8531 members 
Mstep: Class 22 contains 20193 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007776.000000 Penalty: 113423.679688
Iteration 324Q: 33 clusters Score -1.840078e+08 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 65147 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 314210 members 
Mstep: Class 7 contains 74112 members 
Mstep: Class 8 contains 44756 members 
Mstep: Class 9 contains 73045 members 
Mstep: Class 10 contains 8602 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52124 members 
Mstep: Class 13 contains 310590 members 
Mstep: Class 14 contains 54926 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 197454 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 19131 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 35403 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 20134 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5748 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184009136.000000 Penalty: 113423.679688
Iteration 325Q: 33 clusters Score -1.840091e+08 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84099 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 63037 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 313074 members 
Mstep: Class 7 contains 74151 members 
Mstep: Class 8 contains 44764 members 
Mstep: Class 9 contains 72980 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52117 members 
Mstep: Class 13 contains 314224 members 
Mstep: Class 14 contains 54786 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 197535 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 19123 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 35405 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 20094 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 6268 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010432.000000 Penalty: 113423.679688
Iteration 326Q: 33 clusters Score -1.840104e+08 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84117 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 60859 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 311910 members 
Mstep: Class 7 contains 74132 members 
Mstep: Class 8 contains 44758 members 
Mstep: Class 9 contains 72939 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52103 members 
Mstep: Class 13 contains 318128 members 
Mstep: Class 14 contains 54636 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 197589 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 19112 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 35400 members 
Mstep: Class 21 contains 8531 members 
Mstep: Class 22 contains 20017 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5742 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011392.000000 Penalty: 113423.679688
Iteration 327Q: 33 clusters Score -1.840114e+08 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84126 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 58654 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 310787 members 
Mstep: Class 7 contains 74064 members 
Mstep: Class 8 contains 44703 members 
Mstep: Class 9 contains 73071 members 
Mstep: Class 10 contains 8355 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52100 members 
Mstep: Class 13 contains 322419 members 
Mstep: Class 14 contains 54484 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 197467 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 19097 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 35333 members 
Mstep: Class 21 contains 8533 members 
Mstep: Class 22 contains 19890 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 6294 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012352.000000 Penalty: 113423.679688
Iteration 328Q: 33 clusters Score -1.840124e+08 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 56459 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 309555 members 
Mstep: Class 7 contains 73911 members 
Mstep: Class 8 contains 44584 members 
Mstep: Class 9 contains 73411 members 
Mstep: Class 10 contains 8298 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52086 members 
Mstep: Class 13 contains 327173 members 
Mstep: Class 14 contains 54372 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 197194 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19081 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 35230 members 
Mstep: Class 21 contains 8522 members 
Mstep: Class 22 contains 19770 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 6313 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184012368.000000 Penalty: 113423.679688
Iteration 329Q: 33 clusters Score -1.840124e+08 nChanged 17047
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 54284 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 308600 members 
Mstep: Class 7 contains 73792 members 
Mstep: Class 8 contains 44448 members 
Mstep: Class 9 contains 73922 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52082 members 
Mstep: Class 13 contains 331660 members 
Mstep: Class 14 contains 54367 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 196757 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 35111 members 
Mstep: Class 21 contains 8519 members 
Mstep: Class 22 contains 19577 members 
Mstep: Class 23 contains 9344 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 6342 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184011536.000000 Penalty: 113423.679688
Iteration 330Q: 33 clusters Score -1.840115e+08 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84090 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 52066 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 307973 members 
Mstep: Class 7 contains 73607 members 
Mstep: Class 8 contains 44300 members 
Mstep: Class 9 contains 74553 members 
Mstep: Class 10 contains 8214 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52076 members 
Mstep: Class 13 contains 335968 members 
Mstep: Class 14 contains 54371 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 196141 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19051 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 34986 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 19371 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 6371 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184010000.000000 Penalty: 113423.679688
Iteration 331Q: 33 clusters Score -1.8401e+08 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84086 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 49813 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 307735 members 
Mstep: Class 7 contains 73418 members 
Mstep: Class 8 contains 44133 members 
Mstep: Class 9 contains 75248 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52035 members 
Mstep: Class 13 contains 339734 members 
Mstep: Class 14 contains 54497 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 195540 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19039 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 34892 members 
Mstep: Class 21 contains 8506 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184007088.000000 Penalty: 113423.679688
Iteration 332Q: 33 clusters Score -1.840071e+08 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84089 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 308095 members 
Mstep: Class 7 contains 73269 members 
Mstep: Class 8 contains 44028 members 
Mstep: Class 9 contains 75981 members 
Mstep: Class 10 contains 8130 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52011 members 
Mstep: Class 13 contains 342218 members 
Mstep: Class 14 contains 54777 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 194942 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 19043 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 34853 members 
Mstep: Class 21 contains 8490 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 3641 members 
Mstep: Class 28 contains 6460 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184004880.000000 Penalty: 113423.679688
Iteration 333Q: 33 clusters Score -1.840049e+08 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84086 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 45826 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 309345 members 
Mstep: Class 7 contains 73118 members 
Mstep: Class 8 contains 43940 members 
Mstep: Class 9 contains 76527 members 
Mstep: Class 10 contains 8104 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51985 members 
Mstep: Class 13 contains 343344 members 
Mstep: Class 14 contains 55086 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 194561 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 34806 members 
Mstep: Class 21 contains 8484 members 
Mstep: Class 22 contains 18649 members 
Mstep: Class 23 contains 9295 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 6527 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003360.000000 Penalty: 113423.679688
Iteration 334Q: 33 clusters Score -1.840034e+08 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 311366 members 
Mstep: Class 7 contains 73032 members 
Mstep: Class 8 contains 43928 members 
Mstep: Class 9 contains 76867 members 
Mstep: Class 10 contains 8085 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51950 members 
Mstep: Class 13 contains 343156 members 
Mstep: Class 14 contains 55450 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 194291 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 18984 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 34792 members 
Mstep: Class 21 contains 8483 members 
Mstep: Class 22 contains 18400 members 
Mstep: Class 23 contains 9289 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002528.000000 Penalty: 113423.679688
Iteration 335Q: 33 clusters Score -1.840025e+08 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 42695 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 313959 members 
Mstep: Class 7 contains 73007 members 
Mstep: Class 8 contains 43931 members 
Mstep: Class 9 contains 77076 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51918 members 
Mstep: Class 13 contains 341735 members 
Mstep: Class 14 contains 55748 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 194192 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 34806 members 
Mstep: Class 21 contains 8491 members 
Mstep: Class 22 contains 18168 members 
Mstep: Class 23 contains 9288 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 202792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001744.000000 Penalty: 113423.679688
Iteration 336Q: 33 clusters Score -1.840017e+08 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 41453 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 316688 members 
Mstep: Class 7 contains 73001 members 
Mstep: Class 8 contains 44001 members 
Mstep: Class 9 contains 77164 members 
Mstep: Class 10 contains 8011 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51909 members 
Mstep: Class 13 contains 339617 members 
Mstep: Class 14 contains 56008 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 194261 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 18971 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 34854 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 17972 members 
Mstep: Class 23 contains 9302 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 6679 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002080.000000 Penalty: 113423.679688
Iteration 337Q: 33 clusters Score -1.840021e+08 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84096 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 40465 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 319504 members 
Mstep: Class 7 contains 73023 members 
Mstep: Class 8 contains 44059 members 
Mstep: Class 9 contains 77096 members 
Mstep: Class 10 contains 7994 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51890 members 
Mstep: Class 13 contains 337058 members 
Mstep: Class 14 contains 56245 members 
Mstep: Class 15 contains 796 members 
Mstep: Class 16 contains 194432 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 18964 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 34879 members 
Mstep: Class 21 contains 8496 members 
Mstep: Class 22 contains 17812 members 
Mstep: Class 23 contains 9298 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 3669 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 203547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001584.000000 Penalty: 113423.679688
Iteration 338Q: 33 clusters Score -1.840016e+08 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 39747 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 322066 members 
Mstep: Class 7 contains 73069 members 
Mstep: Class 8 contains 44129 members 
Mstep: Class 9 contains 76925 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51871 members 
Mstep: Class 13 contains 334357 members 
Mstep: Class 14 contains 56409 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 194707 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 34925 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 17676 members 
Mstep: Class 23 contains 9303 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 3664 members 
Mstep: Class 28 contains 6715 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002144.000000 Penalty: 113423.679688
Iteration 339Q: 33 clusters Score -1.840021e+08 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84106 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 39208 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 324220 members 
Mstep: Class 7 contains 73162 members 
Mstep: Class 8 contains 44161 members 
Mstep: Class 9 contains 76688 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51869 members 
Mstep: Class 13 contains 331844 members 
Mstep: Class 14 contains 56551 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 195004 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 1465 members 
Mstep: Class 20 contains 34980 members 
Mstep: Class 21 contains 8497 members 
Mstep: Class 22 contains 17567 members 
Mstep: Class 23 contains 9297 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5718 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 6719 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 204804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002512.000000 Penalty: 113423.679688
Iteration 340F: 33 clusters Score -1.840025e+08 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84113 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 38871 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 325820 members 
Mstep: Class 7 contains 73257 members 
Mstep: Class 8 contains 44209 members 
Mstep: Class 9 contains 76440 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51850 members 
Mstep: Class 13 contains 329642 members 
Mstep: Class 14 contains 56668 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 195255 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 18969 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 35046 members 
Mstep: Class 21 contains 8499 members 
Mstep: Class 22 contains 17491 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5724 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 6713 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 205513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002208.000000 Penalty: 113423.679688
Iteration 341Q: 33 clusters Score -1.840022e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84114 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 38664 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 326689 members 
Mstep: Class 7 contains 73359 members 
Mstep: Class 8 contains 44260 members 
Mstep: Class 9 contains 76173 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51853 members 
Mstep: Class 13 contains 327970 members 
Mstep: Class 14 contains 56761 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 195506 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 18987 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 35131 members 
Mstep: Class 21 contains 8508 members 
Mstep: Class 22 contains 17422 members 
Mstep: Class 23 contains 9317 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 6709 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 206290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001680.000000 Penalty: 113423.679688
Iteration 342Q: 33 clusters Score -1.840017e+08 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84112 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 38471 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 327010 members 
Mstep: Class 7 contains 73501 members 
Mstep: Class 8 contains 44336 members 
Mstep: Class 9 contains 75927 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51846 members 
Mstep: Class 13 contains 326760 members 
Mstep: Class 14 contains 56844 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 195811 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 18989 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 35219 members 
Mstep: Class 21 contains 8507 members 
Mstep: Class 22 contains 17355 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5720 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 6704 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000992.000000 Penalty: 113423.679688
Iteration 343Q: 33 clusters Score -1.84001e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84110 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 38317 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 326779 members 
Mstep: Class 7 contains 73634 members 
Mstep: Class 8 contains 44439 members 
Mstep: Class 9 contains 75726 members 
Mstep: Class 10 contains 7844 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51853 members 
Mstep: Class 13 contains 325904 members 
Mstep: Class 14 contains 56911 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 16 contains 196168 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 18992 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 35311 members 
Mstep: Class 21 contains 8508 members 
Mstep: Class 22 contains 17333 members 
Mstep: Class 23 contains 9344 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 6698 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 207744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000800.000000 Penalty: 113423.679688
Iteration 344Q: 33 clusters Score -1.840008e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84115 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 38141 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 326187 members 
Mstep: Class 7 contains 73758 members 
Mstep: Class 8 contains 44537 members 
Mstep: Class 9 contains 75569 members 
Mstep: Class 10 contains 7826 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51864 members 
Mstep: Class 13 contains 325393 members 
Mstep: Class 14 contains 56965 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 16 contains 196540 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 18998 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 35403 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 17326 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 3633 members 
Mstep: Class 28 contains 6690 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 208447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000768.000000 Penalty: 113423.679688
Iteration 345Q: 33 clusters Score -1.840008e+08 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 37900 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 325366 members 
Mstep: Class 7 contains 73884 members 
Mstep: Class 8 contains 44630 members 
Mstep: Class 9 contains 75410 members 
Mstep: Class 10 contains 7822 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51893 members 
Mstep: Class 13 contains 325270 members 
Mstep: Class 14 contains 56998 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 196863 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 19011 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 35512 members 
Mstep: Class 21 contains 8518 members 
Mstep: Class 22 contains 17314 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 6678 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 209083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002112.000000 Penalty: 113423.679688
Iteration 346Q: 33 clusters Score -1.840021e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84107 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 37645 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 324641 members 
Mstep: Class 7 contains 73996 members 
Mstep: Class 8 contains 44711 members 
Mstep: Class 9 contains 75275 members 
Mstep: Class 10 contains 7818 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51902 members 
Mstep: Class 13 contains 325376 members 
Mstep: Class 14 contains 56985 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 197144 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 19011 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 35604 members 
Mstep: Class 21 contains 8522 members 
Mstep: Class 22 contains 17297 members 
Mstep: Class 23 contains 9352 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5718 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 6670 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 209555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001808.000000 Penalty: 113423.679688
Iteration 347Q: 33 clusters Score -1.840018e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84109 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 37342 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 323905 members 
Mstep: Class 7 contains 74084 members 
Mstep: Class 8 contains 44781 members 
Mstep: Class 9 contains 75152 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51912 members 
Mstep: Class 13 contains 325677 members 
Mstep: Class 14 contains 56981 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 197420 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 19006 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 35679 members 
Mstep: Class 21 contains 8523 members 
Mstep: Class 22 contains 17283 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5716 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 6670 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 209939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002400.000000 Penalty: 113423.679688
Iteration 348Q: 33 clusters Score -1.840024e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 37006 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 323195 members 
Mstep: Class 7 contains 74135 members 
Mstep: Class 8 contains 44840 members 
Mstep: Class 9 contains 75075 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51932 members 
Mstep: Class 13 contains 326082 members 
Mstep: Class 14 contains 56983 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 197673 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 19006 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 35726 members 
Mstep: Class 21 contains 8529 members 
Mstep: Class 22 contains 17281 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5716 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 6669 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002720.000000 Penalty: 113423.679688
Iteration 349Q: 33 clusters Score -1.840027e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84108 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 36632 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322704 members 
Mstep: Class 7 contains 74189 members 
Mstep: Class 8 contains 44871 members 
Mstep: Class 9 contains 75022 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51944 members 
Mstep: Class 13 contains 326485 members 
Mstep: Class 14 contains 56986 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 197899 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 18998 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 35775 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 17266 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002688.000000 Penalty: 113423.679688
Iteration 350Q: 33 clusters Score -1.840027e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84102 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 36231 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322302 members 
Mstep: Class 7 contains 74244 members 
Mstep: Class 8 contains 44916 members 
Mstep: Class 9 contains 74979 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51960 members 
Mstep: Class 13 contains 326959 members 
Mstep: Class 14 contains 56977 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 198065 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 18994 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 35814 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 17245 members 
Mstep: Class 23 contains 9353 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 6665 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002864.000000 Penalty: 113423.679688
Iteration 351Q: 33 clusters Score -1.840029e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84103 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 35801 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321968 members 
Mstep: Class 7 contains 74288 members 
Mstep: Class 8 contains 44935 members 
Mstep: Class 9 contains 74948 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51980 members 
Mstep: Class 13 contains 327455 members 
Mstep: Class 14 contains 56978 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 198248 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 18981 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 35850 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 17220 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6662 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184003008.000000 Penalty: 113423.679688
Iteration 352Q: 33 clusters Score -1.84003e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84103 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 35352 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321678 members 
Mstep: Class 7 contains 74338 members 
Mstep: Class 8 contains 44948 members 
Mstep: Class 9 contains 74923 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51995 members 
Mstep: Class 13 contains 327970 members 
Mstep: Class 14 contains 56999 members 
Mstep: Class 15 contains 789 members 
Mstep: Class 16 contains 198417 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 18978 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 35893 members 
Mstep: Class 21 contains 8524 members 
Mstep: Class 22 contains 17201 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6662 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002704.000000 Penalty: 113423.679688
Iteration 353Q: 33 clusters Score -1.840027e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84101 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321564 members 
Mstep: Class 7 contains 74369 members 
Mstep: Class 8 contains 44958 members 
Mstep: Class 9 contains 74919 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52015 members 
Mstep: Class 13 contains 328431 members 
Mstep: Class 14 contains 57010 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 198556 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 18975 members 
Mstep: Class 19 contains 1455 members 
Mstep: Class 20 contains 35920 members 
Mstep: Class 21 contains 8521 members 
Mstep: Class 22 contains 17175 members 
Mstep: Class 23 contains 9348 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6662 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002656.000000 Penalty: 113423.679688
Iteration 354Q: 33 clusters Score -1.840027e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84099 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 34367 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321441 members 
Mstep: Class 7 contains 74380 members 
Mstep: Class 8 contains 44973 members 
Mstep: Class 9 contains 74928 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52027 members 
Mstep: Class 13 contains 328892 members 
Mstep: Class 14 contains 57023 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 198687 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 18975 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 35955 members 
Mstep: Class 21 contains 8520 members 
Mstep: Class 22 contains 17143 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5699 members 
Mstep: Class 27 contains 3622 members 
Mstep: Class 28 contains 6661 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002512.000000 Penalty: 113423.679688
Iteration 355Q: 33 clusters Score -1.840025e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 33876 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321429 members 
Mstep: Class 7 contains 74381 members 
Mstep: Class 8 contains 44993 members 
Mstep: Class 9 contains 74938 members 
Mstep: Class 10 contains 7801 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52032 members 
Mstep: Class 13 contains 329265 members 
Mstep: Class 14 contains 57059 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 198814 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 18969 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 35989 members 
Mstep: Class 21 contains 8518 members 
Mstep: Class 22 contains 17101 members 
Mstep: Class 23 contains 9352 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5698 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002352.000000 Penalty: 113423.679688
Iteration 356Q: 33 clusters Score -1.840024e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84090 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 33386 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321479 members 
Mstep: Class 7 contains 74380 members 
Mstep: Class 8 contains 45015 members 
Mstep: Class 9 contains 74945 members 
Mstep: Class 10 contains 7806 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52045 members 
Mstep: Class 13 contains 329536 members 
Mstep: Class 14 contains 57103 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 198955 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 18964 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 36009 members 
Mstep: Class 21 contains 8522 members 
Mstep: Class 22 contains 17075 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5692 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184002128.000000 Penalty: 113423.679688
Iteration 357Q: 33 clusters Score -1.840021e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84094 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 32900 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 321547 members 
Mstep: Class 7 contains 74397 members 
Mstep: Class 8 contains 45037 members 
Mstep: Class 9 contains 74949 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52053 members 
Mstep: Class 13 contains 329786 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199088 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 18963 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 36030 members 
Mstep: Class 21 contains 8527 members 
Mstep: Class 22 contains 17033 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001920.000000 Penalty: 113423.679688
Iteration 358Q: 33 clusters Score -1.840019e+08 nChanged 2218
Entering ConstructFrom: 
Score: -184001920.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21855.164062 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21855.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21976.888672 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21976.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22028.699219 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -22028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22070.191406 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22070.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22109.417969 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -22109.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22142.714844 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -22142.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22151.542969 Penalty: 2736.656494
	Iteration 6Q: 3 clusters Score -22151.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22151.542969 Penalty: 2736.656494
	Iteration 7F: 3 clusters Score -22151.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Entering Unmasked Estep 
Score: -9791242.000000 Penalty: 2812.237305
	Iteration 0F: 2 clusters Score -9791242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -9735222.000000 Penalty: 5624.474609
	Iteration 0F: 3 clusters Score -9735222 nChanged 39718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -9757807.000000 Penalty: 5624.474609
	Iteration 1F: 3 clusters Score -9757807 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -9759661.000000 Penalty: 5624.474609
	Iteration 2Q: 3 clusters Score -9759661 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9762432.000000 Penalty: 5624.474609
	Iteration 3F: 3 clusters Score -9762432 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -9766289.000000 Penalty: 5624.474609
	Iteration 4F: 3 clusters Score -9766289 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -9770817.000000 Penalty: 5624.474609
	Iteration 5F: 3 clusters Score -9770817 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -9775250.000000 Penalty: 5624.474609
	Iteration 6F: 3 clusters Score -9775250 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9778778.000000 Penalty: 5624.474609
	Iteration 7F: 3 clusters Score -9778778 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60718 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -9781560.000000 Penalty: 5624.474609
	Iteration 8Q: 3 clusters Score -9781560 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -9783576.000000 Penalty: 5624.474609
	Iteration 9Q: 3 clusters Score -9783576 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9785135.000000 Penalty: 5624.474609
	Iteration 10Q: 3 clusters Score -9785135 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -9786398.000000 Penalty: 5624.474609
	Iteration 11Q: 3 clusters Score -9786398 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -9787113.000000 Penalty: 5624.474609
	Iteration 12Q: 3 clusters Score -9787113 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -9787510.000000 Penalty: 5624.474609
	Iteration 13Q: 3 clusters Score -9787510 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -9787677.000000 Penalty: 5624.474609
	Iteration 14Q: 3 clusters Score -9787677 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -9787793.000000 Penalty: 5624.474609
	Iteration 15Q: 3 clusters Score -9787793 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -9787908.000000 Penalty: 5624.474609
	Iteration 16Q: 3 clusters Score -9787908 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -9787976.000000 Penalty: 5624.474609
	Iteration 17Q: 3 clusters Score -9787976 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -9788058.000000 Penalty: 5624.474609
	Iteration 18Q: 3 clusters Score -9788058 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -9788148.000000 Penalty: 5624.474609
	Iteration 19Q: 3 clusters Score -9788148 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -9788178.000000 Penalty: 5624.474609
	Iteration 20F: 3 clusters Score -9788178 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -9788214.000000 Penalty: 5624.474609
	Iteration 21Q: 3 clusters Score -9788214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -9788260.000000 Penalty: 5624.474609
	Iteration 22Q: 3 clusters Score -9788260 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -9788304.000000 Penalty: 5624.474609
	Iteration 23Q: 3 clusters Score -9788304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -9788330.000000 Penalty: 5624.474609
	Iteration 24Q: 3 clusters Score -9788330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -9788339.000000 Penalty: 5624.474609
	Iteration 25Q: 3 clusters Score -9788339 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -9788328.000000 Penalty: 5624.474609
	Iteration 26Q: 3 clusters Score -9788328 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -9788340.000000 Penalty: 5624.474609
	Iteration 27Q: 3 clusters Score -9788340 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -9788356.000000 Penalty: 5624.474609
	Iteration 28Q: 3 clusters Score -9788356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9788369 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -9788357.000000 Penalty: 5624.474609
	Iteration 30Q: 3 clusters Score -9788357 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -9788394.000000 Penalty: 5624.474609
	Iteration 31Q: 3 clusters Score -9788394 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -9788434.000000 Penalty: 5624.474609
	Iteration 32Q: 3 clusters Score -9788434 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -9788433.000000 Penalty: 5624.474609
	Iteration 33Q: 3 clusters Score -9788433 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -9788496.000000 Penalty: 5624.474609
	Iteration 34Q: 3 clusters Score -9788496 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -9788542.000000 Penalty: 5624.474609
	Iteration 35Q: 3 clusters Score -9788542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -9788571.000000 Penalty: 5624.474609
	Iteration 36Q: 3 clusters Score -9788571 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -9788592.000000 Penalty: 5624.474609
	Iteration 37Q: 3 clusters Score -9788592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -9788605.000000 Penalty: 5624.474609
	Iteration 38Q: 3 clusters Score -9788605 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -9788601.000000 Penalty: 5624.474609
	Iteration 39Q: 3 clusters Score -9788601 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -9788617.000000 Penalty: 5624.474609
	Iteration 40F: 3 clusters Score -9788617 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -9788613.000000 Penalty: 5624.474609
	Iteration 41Q: 3 clusters Score -9788613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -9788621.000000 Penalty: 5624.474609
	Iteration 42Q: 3 clusters Score -9788621 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -9788620.000000 Penalty: 5624.474609
	Iteration 43Q: 3 clusters Score -9788620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -9788640.000000 Penalty: 5624.474609
	Iteration 44Q: 3 clusters Score -9788640 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -9788684.000000 Penalty: 5624.474609
	Iteration 45Q: 3 clusters Score -9788684 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -9788716.000000 Penalty: 5624.474609
	Iteration 46Q: 3 clusters Score -9788716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -9788771.000000 Penalty: 5624.474609
	Iteration 47Q: 3 clusters Score -9788771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -9788763.000000 Penalty: 5624.474609
	Iteration 48Q: 3 clusters Score -9788763 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -9788811.000000 Penalty: 5624.474609
	Iteration 49Q: 3 clusters Score -9788811 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -9788845.000000 Penalty: 5624.474609
	Iteration 50Q: 3 clusters Score -9788845 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -9788866.000000 Penalty: 5624.474609
	Iteration 51Q: 3 clusters Score -9788866 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -9788867.000000 Penalty: 5624.474609
	Iteration 52Q: 3 clusters Score -9788867 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -9788898.000000 Penalty: 5624.474609
	Iteration 53Q: 3 clusters Score -9788898 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -9788917.000000 Penalty: 5624.474609
	Iteration 54Q: 3 clusters Score -9788917 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -9788984.000000 Penalty: 5624.474609
	Iteration 55Q: 3 clusters Score -9788984 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -9789041.000000 Penalty: 5624.474609
	Iteration 56Q: 3 clusters Score -9789041 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -9789088.000000 Penalty: 5624.474609
	Iteration 57Q: 3 clusters Score -9789088 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9789085.000000 Penalty: 5624.474609
	Iteration 58Q: 3 clusters Score -9789085 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -9789116.000000 Penalty: 5624.474609
	Iteration 59Q: 3 clusters Score -9789116 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -9789151.000000 Penalty: 5624.474609
	Iteration 60F: 3 clusters Score -9789151 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -9789199.000000 Penalty: 5624.474609
	Iteration 61Q: 3 clusters Score -9789199 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -9789221.000000 Penalty: 5624.474609
	Iteration 62Q: 3 clusters Score -9789221 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -9789208.000000 Penalty: 5624.474609
	Iteration 63Q: 3 clusters Score -9789208 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -9789243.000000 Penalty: 5624.474609
	Iteration 64Q: 3 clusters Score -9789243 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -9789257.000000 Penalty: 5624.474609
	Iteration 65Q: 3 clusters Score -9789257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9789297.000000 Penalty: 5624.474609
	Iteration 66Q: 3 clusters Score -9789297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -9789309.000000 Penalty: 5624.474609
	Iteration 67Q: 3 clusters Score -9789309 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -9789343.000000 Penalty: 5624.474609
	Iteration 68Q: 3 clusters Score -9789343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9789331.000000 Penalty: 5624.474609
	Iteration 69Q: 3 clusters Score -9789331 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9789352.000000 Penalty: 5624.474609
	Iteration 70Q: 3 clusters Score -9789352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9789386.000000 Penalty: 5624.474609
	Iteration 71Q: 3 clusters Score -9789386 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -9789425.000000 Penalty: 5624.474609
	Iteration 72Q: 3 clusters Score -9789425 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -9789439.000000 Penalty: 5624.474609
	Iteration 73Q: 3 clusters Score -9789439 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -9789471.000000 Penalty: 5624.474609
	Iteration 74Q: 3 clusters Score -9789471 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -9789470.000000 Penalty: 5624.474609
	Iteration 75Q: 3 clusters Score -9789470 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -9789482.000000 Penalty: 5624.474609
	Iteration 76Q: 3 clusters Score -9789482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -9789492.000000 Penalty: 5624.474609
	Iteration 77Q: 3 clusters Score -9789492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -9789514.000000 Penalty: 5624.474609
	Iteration 78Q: 3 clusters Score -9789514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -9789519.000000 Penalty: 5624.474609
	Iteration 79Q: 3 clusters Score -9789519 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -9789505.000000 Penalty: 5624.474609
	Iteration 80F: 3 clusters Score -9789505 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -9789528.000000 Penalty: 5624.474609
	Iteration 81Q: 3 clusters Score -9789528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -9789562.000000 Penalty: 5624.474609
	Iteration 82Q: 3 clusters Score -9789562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -9789591.000000 Penalty: 5624.474609
	Iteration 83Q: 3 clusters Score -9789591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -9789596.000000 Penalty: 5624.474609
	Iteration 84Q: 3 clusters Score -9789596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9789595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -9789609.000000 Penalty: 5624.474609
	Iteration 86Q: 3 clusters Score -9789609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -9789615.000000 Penalty: 5624.474609
	Iteration 87Q: 3 clusters Score -9789615 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -9789582.000000 Penalty: 5624.474609
	Iteration 88Q: 3 clusters Score -9789582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9789616.000000 Penalty: 5624.474609
	Iteration 89Q: 3 clusters Score -9789616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -9789625.000000 Penalty: 5624.474609
	Iteration 90Q: 3 clusters Score -9789625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -9789646.000000 Penalty: 5624.474609
	Iteration 91Q: 3 clusters Score -9789646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -9789650.000000 Penalty: 5624.474609
	Iteration 92Q: 3 clusters Score -9789650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -9789672.000000 Penalty: 5624.474609
	Iteration 93Q: 3 clusters Score -9789672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -9789679.000000 Penalty: 5624.474609
	Iteration 94Q: 3 clusters Score -9789679 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9789691.000000 Penalty: 5624.474609
	Iteration 95Q: 3 clusters Score -9789691 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9789703 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9789703 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -9789729.000000 Penalty: 5624.474609
	Iteration 98Q: 3 clusters Score -9789729 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -9789725.000000 Penalty: 5624.474609
	Iteration 99Q: 3 clusters Score -9789725 nChanged 96
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Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -9789758.000000 Penalty: 5624.474609
	Iteration 100F: 3 clusters Score -9789758 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -9789752.000000 Penalty: 5624.474609
	Iteration 101Q: 3 clusters Score -9789752 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -9789771.000000 Penalty: 5624.474609
	Iteration 102Q: 3 clusters Score -9789771 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9789801.000000 Penalty: 5624.474609
	Iteration 103Q: 3 clusters Score -9789801 nChanged 77
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Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -9789808.000000 Penalty: 5624.474609
	Iteration 104Q: 3 clusters Score -9789808 nChanged 75
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Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9789815 nChanged 72
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Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9789814 nChanged 55
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Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -9789836.000000 Penalty: 5624.474609
	Iteration 107Q: 3 clusters Score -9789836 nChanged 46
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Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -9789823.000000 Penalty: 5624.474609
	Iteration 108Q: 3 clusters Score -9789823 nChanged 47
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Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9789836 nChanged 48
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Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9789827.000000 Penalty: 5624.474609
	Iteration 110Q: 3 clusters Score -9789827 nChanged 32
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Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -9789873.000000 Penalty: 5624.474609
	Iteration 111Q: 3 clusters Score -9789873 nChanged 34
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Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9789877 nChanged 38
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Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9789886 nChanged 25
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Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9789874.000000 Penalty: 5624.474609
	Iteration 114Q: 3 clusters Score -9789874 nChanged 28
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Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9789896 nChanged 29
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Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -9789908.000000 Penalty: 5624.474609
	Iteration 116Q: 3 clusters Score -9789908 nChanged 29
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Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9789898 nChanged 29
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Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9789899 nChanged 31
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Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9789902.000000 Penalty: 5624.474609
	Iteration 119Q: 3 clusters Score -9789902 nChanged 31
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Mstep: Class 1 contains 80277 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9789890 nChanged 35
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Mstep: Class 1 contains 80310 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9789904 nChanged 25
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Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -9789918.000000 Penalty: 5624.474609
	Iteration 122Q: 3 clusters Score -9789918 nChanged 24
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Entering Unmasked Estep 
Score: -9789914.000000 Penalty: 5624.474609
	Iteration 123Q: 3 clusters Score -9789914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -9789911.000000 Penalty: 5624.474609
	Iteration 124Q: 3 clusters Score -9789911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9789920.000000 Penalty: 5624.474609
	Iteration 125Q: 3 clusters Score -9789920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9789924.000000 Penalty: 5624.474609
	Iteration 126Q: 3 clusters Score -9789924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9789926.000000 Penalty: 5624.474609
	Iteration 127Q: 3 clusters Score -9789926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -9789936.000000 Penalty: 5624.474609
	Iteration 128Q: 3 clusters Score -9789936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -9789931.000000 Penalty: 5624.474609
	Iteration 129Q: 3 clusters Score -9789931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9789915.000000 Penalty: 5624.474609
	Iteration 130Q: 3 clusters Score -9789915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9789926.000000 Penalty: 5624.474609
	Iteration 131Q: 3 clusters Score -9789926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -9789928.000000 Penalty: 5624.474609
	Iteration 132Q: 3 clusters Score -9789928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9789925.000000 Penalty: 5624.474609
	Iteration 133Q: 3 clusters Score -9789925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -9789919.000000 Penalty: 5624.474609
	Iteration 134Q: 3 clusters Score -9789919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9789911.000000 Penalty: 5624.474609
	Iteration 135Q: 3 clusters Score -9789911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -9789920.000000 Penalty: 5624.474609
	Iteration 136Q: 3 clusters Score -9789920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9789920.000000 Penalty: 5624.474609
	Iteration 137Q: 3 clusters Score -9789920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9789915.000000 Penalty: 5624.474609
	Iteration 138Q: 3 clusters Score -9789915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -9789922.000000 Penalty: 5624.474609
	Iteration 139Q: 3 clusters Score -9789922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9789938.000000 Penalty: 5624.474609
	Iteration 140F: 3 clusters Score -9789938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9789944.000000 Penalty: 5624.474609
	Iteration 141Q: 3 clusters Score -9789944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9789945.000000 Penalty: 5624.474609
	Iteration 142Q: 3 clusters Score -9789945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -9789945.000000 Penalty: 5624.474609
	Iteration 143Q: 3 clusters Score -9789945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9789939.000000 Penalty: 5624.474609
	Iteration 144Q: 3 clusters Score -9789939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9789940.000000 Penalty: 5624.474609
	Iteration 145Q: 3 clusters Score -9789940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -9789941.000000 Penalty: 5624.474609
	Iteration 146Q: 3 clusters Score -9789941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -9789938.000000 Penalty: 5624.474609
	Iteration 147Q: 3 clusters Score -9789938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -9789938.000000 Penalty: 5624.474609
	Iteration 148Q: 3 clusters Score -9789938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -9789938.000000 Penalty: 5624.474609
	Iteration 149F: 3 clusters Score -9789938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36388.500000 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36388.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36601.531250 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36601.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36692.945312 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36692.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36763.578125 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36763.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36788.886719 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36788.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36826.105469 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36826.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36831.550781 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36831.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36834.902344 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36850.871094 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -36850.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36869.371094 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -36869.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36872.054688 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -36872.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36872.054688 Penalty: 2923.623779
	Iteration 11F: 3 clusters Score -36872.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Entering Unmasked Estep 
Score: -3813316.500000 Penalty: 2575.890137
	Iteration 0F: 2 clusters Score -3813316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3791176.000000 Penalty: 5151.780273
	Iteration 0F: 3 clusters Score -3791176 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3799379.750000 Penalty: 5151.780273
	Iteration 1F: 3 clusters Score -3799380 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3799839.500000 Penalty: 5151.780273
	Iteration 2Q: 3 clusters Score -3799840 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3800358.250000 Penalty: 5151.780273
	Iteration 3Q: 3 clusters Score -3800358 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3800850.000000 Penalty: 5151.780273
	Iteration 4Q: 3 clusters Score -3800850 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3801400.750000 Penalty: 5151.780273
	Iteration 5Q: 3 clusters Score -3801401 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3802052.250000 Penalty: 5151.780273
	Iteration 6Q: 3 clusters Score -3802052 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3802879.750000 Penalty: 5151.780273
	Iteration 7Q: 3 clusters Score -3802880 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3803957.250000 Penalty: 5151.780273
	Iteration 8F: 3 clusters Score -3803957 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3805236.250000 Penalty: 5151.780273
	Iteration 9F: 3 clusters Score -3805236 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3806464.750000 Penalty: 5151.780273
	Iteration 10F: 3 clusters Score -3806465 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3807421.250000 Penalty: 5151.780273
	Iteration 11F: 3 clusters Score -3807421 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3807917.250000 Penalty: 5151.780273
	Iteration 12Q: 3 clusters Score -3807917 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3808147.750000 Penalty: 5151.780273
	Iteration 13Q: 3 clusters Score -3808148 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3808293.000000 Penalty: 5151.780273
	Iteration 14Q: 3 clusters Score -3808293 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3808412.750000 Penalty: 5151.780273
	Iteration 15Q: 3 clusters Score -3808413 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3808506.750000 Penalty: 5151.780273
	Iteration 16Q: 3 clusters Score -3808507 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3808603.000000 Penalty: 5151.780273
	Iteration 17Q: 3 clusters Score -3808603 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3808673.750000 Penalty: 5151.780273
	Iteration 18Q: 3 clusters Score -3808674 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3808754.000000 Penalty: 5151.780273
	Iteration 19Q: 3 clusters Score -3808754 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3808843.000000 Penalty: 5151.780273
	Iteration 20F: 3 clusters Score -3808843 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3808917.000000 Penalty: 5151.780273
	Iteration 21Q: 3 clusters Score -3808917 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3809012.250000 Penalty: 5151.780273
	Iteration 22Q: 3 clusters Score -3809012 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3809146.250000 Penalty: 5151.780273
	Iteration 23Q: 3 clusters Score -3809146 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3809262.250000 Penalty: 5151.780273
	Iteration 24Q: 3 clusters Score -3809262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3809370.500000 Penalty: 5151.780273
	Iteration 25Q: 3 clusters Score -3809370 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3809508.750000 Penalty: 5151.780273
	Iteration 26Q: 3 clusters Score -3809509 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3809644.250000 Penalty: 5151.780273
	Iteration 27Q: 3 clusters Score -3809644 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3809774.500000 Penalty: 5151.780273
	Iteration 28Q: 3 clusters Score -3809774 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3809931.750000 Penalty: 5151.780273
	Iteration 29Q: 3 clusters Score -3809932 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3810102.250000 Penalty: 5151.780273
	Iteration 30Q: 3 clusters Score -3810102 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3810248.750000 Penalty: 5151.780273
	Iteration 31Q: 3 clusters Score -3810249 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3810408.750000 Penalty: 5151.780273
	Iteration 32Q: 3 clusters Score -3810409 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3810522.000000 Penalty: 5151.780273
	Iteration 33Q: 3 clusters Score -3810522 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3810609.250000 Penalty: 5151.780273
	Iteration 34Q: 3 clusters Score -3810609 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3810693.000000 Penalty: 5151.780273
	Iteration 35Q: 3 clusters Score -3810693 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3810766.250000 Penalty: 5151.780273
	Iteration 36Q: 3 clusters Score -3810766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3810818.750000 Penalty: 5151.780273
	Iteration 37Q: 3 clusters Score -3810819 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3810867.000000 Penalty: 5151.780273
	Iteration 38Q: 3 clusters Score -3810867 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3810923.250000 Penalty: 5151.780273
	Iteration 39Q: 3 clusters Score -3810923 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3810975.500000 Penalty: 5151.780273
	Iteration 40F: 3 clusters Score -3810976 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3811028.750000 Penalty: 5151.780273
	Iteration 41Q: 3 clusters Score -3811029 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3811084.500000 Penalty: 5151.780273
	Iteration 42Q: 3 clusters Score -3811084 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3811147.750000 Penalty: 5151.780273
	Iteration 43Q: 3 clusters Score -3811148 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3811183.250000 Penalty: 5151.780273
	Iteration 44Q: 3 clusters Score -3811183 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3811228.250000 Penalty: 5151.780273
	Iteration 45Q: 3 clusters Score -3811228 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3811302.750000 Penalty: 5151.780273
	Iteration 46Q: 3 clusters Score -3811303 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3811348.750000 Penalty: 5151.780273
	Iteration 47Q: 3 clusters Score -3811349 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3811400.250000 Penalty: 5151.780273
	Iteration 48Q: 3 clusters Score -3811400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3811447.250000 Penalty: 5151.780273
	Iteration 49Q: 3 clusters Score -3811447 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3811479.500000 Penalty: 5151.780273
	Iteration 50Q: 3 clusters Score -3811480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3811505.000000 Penalty: 5151.780273
	Iteration 51Q: 3 clusters Score -3811505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3811526.000000 Penalty: 5151.780273
	Iteration 52Q: 3 clusters Score -3811526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3811544.500000 Penalty: 5151.780273
	Iteration 53Q: 3 clusters Score -3811544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3811562.000000 Penalty: 5151.780273
	Iteration 54Q: 3 clusters Score -3811562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3811579.500000 Penalty: 5151.780273
	Iteration 55Q: 3 clusters Score -3811580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3811601.000000 Penalty: 5151.780273
	Iteration 56Q: 3 clusters Score -3811601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3811607.250000 Penalty: 5151.780273
	Iteration 57Q: 3 clusters Score -3811607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3811618.250000 Penalty: 5151.780273
	Iteration 58Q: 3 clusters Score -3811618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3811631.500000 Penalty: 5151.780273
	Iteration 59Q: 3 clusters Score -3811632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3811658.750000 Penalty: 5151.780273
	Iteration 60F: 3 clusters Score -3811659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3811683.000000 Penalty: 5151.780273
	Iteration 61Q: 3 clusters Score -3811683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3811679.500000 Penalty: 5151.780273
	Iteration 62Q: 3 clusters Score -3811680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3811695.000000 Penalty: 5151.780273
	Iteration 63Q: 3 clusters Score -3811695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3811707.000000 Penalty: 5151.780273
	Iteration 64Q: 3 clusters Score -3811707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3811709.500000 Penalty: 5151.780273
	Iteration 65Q: 3 clusters Score -3811710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3811715.500000 Penalty: 5151.780273
	Iteration 66Q: 3 clusters Score -3811716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3811724.250000 Penalty: 5151.780273
	Iteration 67Q: 3 clusters Score -3811724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3811737.000000 Penalty: 5151.780273
	Iteration 68Q: 3 clusters Score -3811737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3811743.500000 Penalty: 5151.780273
	Iteration 69Q: 3 clusters Score -3811744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3811738.750000 Penalty: 5151.780273
	Iteration 70Q: 3 clusters Score -3811739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3811744.500000 Penalty: 5151.780273
	Iteration 71Q: 3 clusters Score -3811744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3811743.750000 Penalty: 5151.780273
	Iteration 72Q: 3 clusters Score -3811744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3811748.750000 Penalty: 5151.780273
	Iteration 73Q: 3 clusters Score -3811749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3811758.500000 Penalty: 5151.780273
	Iteration 74Q: 3 clusters Score -3811758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3811755.000000 Penalty: 5151.780273
	Iteration 75Q: 3 clusters Score -3811755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3811755.000000 Penalty: 5151.780273
	Iteration 76Q: 3 clusters Score -3811755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3811754.500000 Penalty: 5151.780273
	Iteration 77Q: 3 clusters Score -3811754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3811754.500000 Penalty: 5151.780273
	Iteration 78Q: 3 clusters Score -3811754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3811760.250000 Penalty: 5151.780273
	Iteration 79Q: 3 clusters Score -3811760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3811769.250000 Penalty: 5151.780273
	Iteration 80F: 3 clusters Score -3811769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3811766.500000 Penalty: 5151.780273
	Iteration 81Q: 3 clusters Score -3811766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3811771.750000 Penalty: 5151.780273
	Iteration 82Q: 3 clusters Score -3811772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3811776.250000 Penalty: 5151.780273
	Iteration 83Q: 3 clusters Score -3811776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3811773.500000 Penalty: 5151.780273
	Iteration 84Q: 3 clusters Score -3811774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3811776.250000 Penalty: 5151.780273
	Iteration 85Q: 3 clusters Score -3811776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3811774.750000 Penalty: 5151.780273
	Iteration 86Q: 3 clusters Score -3811775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3811774.250000 Penalty: 5151.780273
	Iteration 87Q: 3 clusters Score -3811774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3811767.250000 Penalty: 5151.780273
	Iteration 88Q: 3 clusters Score -3811767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3811776.500000 Penalty: 5151.780273
	Iteration 89Q: 3 clusters Score -3811776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3811771.750000 Penalty: 5151.780273
	Iteration 90Q: 3 clusters Score -3811772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3811780.000000 Penalty: 5151.780273
	Iteration 91Q: 3 clusters Score -3811780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3811784.250000 Penalty: 5151.780273
	Iteration 92Q: 3 clusters Score -3811784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3811784.250000 Penalty: 5151.780273
	Iteration 93Q: 3 clusters Score -3811784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3811781.750000 Penalty: 5151.780273
	Iteration 94Q: 3 clusters Score -3811782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3811782.750000 Penalty: 5151.780273
	Iteration 95Q: 3 clusters Score -3811783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3811783.000000 Penalty: 5151.780273
	Iteration 96Q: 3 clusters Score -3811783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3811782.250000 Penalty: 5151.780273
	Iteration 97Q: 3 clusters Score -3811782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3811792.250000 Penalty: 5151.780273
	Iteration 98Q: 3 clusters Score -3811792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3811799.500000 Penalty: 5151.780273
	Iteration 99Q: 3 clusters Score -3811800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3811797.250000 Penalty: 5151.780273
	Iteration 100F: 3 clusters Score -3811797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3811794.500000 Penalty: 5151.780273
	Iteration 101Q: 3 clusters Score -3811794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3811795.250000 Penalty: 5151.780273
	Iteration 102Q: 3 clusters Score -3811795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3811799.250000 Penalty: 5151.780273
	Iteration 103Q: 3 clusters Score -3811799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3811803.500000 Penalty: 5151.780273
	Iteration 104Q: 3 clusters Score -3811804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3811802.250000 Penalty: 5151.780273
	Iteration 105Q: 3 clusters Score -3811802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3811800.250000 Penalty: 5151.780273
	Iteration 106Q: 3 clusters Score -3811800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3811804.000000 Penalty: 5151.780273
	Iteration 107Q: 3 clusters Score -3811804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3811805.250000 Penalty: 5151.780273
	Iteration 108Q: 3 clusters Score -3811805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3811800.750000 Penalty: 5151.780273
	Iteration 109Q: 3 clusters Score -3811801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3811801.250000 Penalty: 5151.780273
	Iteration 110Q: 3 clusters Score -3811801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3811800.750000 Penalty: 5151.780273
	Iteration 111Q: 3 clusters Score -3811801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3811804.000000 Penalty: 5151.780273
	Iteration 112Q: 3 clusters Score -3811804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -3811804.000000 Penalty: 5151.780273
	Iteration 113Q: 3 clusters Score -3811804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3811806.000000 Penalty: 5151.780273
	Iteration 114Q: 3 clusters Score -3811806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3811802.750000 Penalty: 5151.780273
	Iteration 115Q: 3 clusters Score -3811803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3811807.000000 Penalty: 5151.780273
	Iteration 116Q: 3 clusters Score -3811807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3811805.750000 Penalty: 5151.780273
	Iteration 117Q: 3 clusters Score -3811806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3811803.000000 Penalty: 5151.780273
	Iteration 118Q: 3 clusters Score -3811803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3811807.000000 Penalty: 5151.780273
	Iteration 119Q: 3 clusters Score -3811807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3811807.000000 Penalty: 5151.780273
	Iteration 120F: 3 clusters Score -3811807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -221979.343750 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -221979.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -219406.640625 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -219406.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219834.203125 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -219834.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219935.437500 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -219935.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -219989.796875 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -219989.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220044.500000 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -220044.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220078.875000 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -220078.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -220097.890625 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -220097.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -220110.218750 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -220110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -220121.875000 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -220121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220131.453125 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -220131.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220139.171875 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -220139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -220141.640625 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -220141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -220143.812500 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -220143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -220146.750000 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -220146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -220149.515625 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -220149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -220150.125000 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -220150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -220151.031250 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -220151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220152.437500 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -220152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -220153.265625 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -220153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220153.531250 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -220153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220153.531250 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -220153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (321669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321669 members 
Entering Unmasked Estep 
Score: -37610756.000000 Penalty: 3144.957031
	Iteration 0F: 2 clusters Score -3.761076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -37403288.000000 Penalty: 6289.914062
	Iteration 0F: 3 clusters Score -3.740329e+07 nChanged 155999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -37496016.000000 Penalty: 6289.914062
	Iteration 1F: 3 clusters Score -3.749602e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -37497632.000000 Penalty: 6289.914062
	Iteration 2Q: 3 clusters Score -3.749763e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163304 members 
Mstep: Class 2 contains 158365 members 
Entering Unmasked Estep 
Score: -37500196.000000 Penalty: 6289.914062
	Iteration 3Q: 3 clusters Score -3.75002e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -37503992.000000 Penalty: 6289.914062
	Iteration 4Q: 3 clusters Score -3.750399e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -37510428.000000 Penalty: 6289.914062
	Iteration 5Q: 3 clusters Score -3.751043e+07 nChanged 16828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -37519908.000000 Penalty: 6289.914062
	Iteration 6F: 3 clusters Score -3.751991e+07 nChanged 20449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -37535584.000000 Penalty: 6289.914062
	Iteration 7F: 3 clusters Score -3.753558e+07 nChanged 22341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159283 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
Score: -37552436.000000 Penalty: 6289.914062
	Iteration 8F: 3 clusters Score -3.755244e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -37561424.000000 Penalty: 6289.914062
	Iteration 9F: 3 clusters Score -3.756142e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 166470 members 
Entering Unmasked Estep 
Score: -37564096.000000 Penalty: 6289.914062
	Iteration 10Q: 3 clusters Score -3.75641e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -37565280.000000 Penalty: 6289.914062
	Iteration 11Q: 3 clusters Score -3.756528e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -37566072.000000 Penalty: 6289.914062
	Iteration 12Q: 3 clusters Score -3.756607e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 172023 members 
Entering Unmasked Estep 
Score: -37567020.000000 Penalty: 6289.914062
	Iteration 13Q: 3 clusters Score -3.756702e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147603 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -37568060.000000 Penalty: 6289.914062
	Iteration 14Q: 3 clusters Score -3.756806e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145322 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -37569008.000000 Penalty: 6289.914062
	Iteration 15Q: 3 clusters Score -3.756901e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -37570228.000000 Penalty: 6289.914062
	Iteration 16Q: 3 clusters Score -3.757023e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -37571396.000000 Penalty: 6289.914062
	Iteration 17Q: 3 clusters Score -3.75714e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137014 members 
Mstep: Class 2 contains 184655 members 
Entering Unmasked Estep 
Score: -37572928.000000 Penalty: 6289.914062
	Iteration 18Q: 3 clusters Score -3.757293e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Mstep: Class 2 contains 187980 members 
Entering Unmasked Estep 
Score: -37574364.000000 Penalty: 6289.914062
	Iteration 19Q: 3 clusters Score -3.757436e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129945 members 
Mstep: Class 2 contains 191724 members 
Entering Unmasked Estep 
Score: -37576180.000000 Penalty: 6289.914062
	Iteration 20F: 3 clusters Score -3.757618e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 195699 members 
Entering Unmasked Estep 
Score: -37577992.000000 Penalty: 6289.914062
	Iteration 21Q: 3 clusters Score -3.757799e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 199824 members 
Entering Unmasked Estep 
Score: -37580132.000000 Penalty: 6289.914062
	Iteration 22Q: 3 clusters Score -3.758013e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117653 members 
Mstep: Class 2 contains 204016 members 
Entering Unmasked Estep 
Score: -37582220.000000 Penalty: 6289.914062
	Iteration 23Q: 3 clusters Score -3.758222e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 208303 members 
Entering Unmasked Estep 
Score: -37583780.000000 Penalty: 6289.914062
	Iteration 24Q: 3 clusters Score -3.758378e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 212582 members 
Entering Unmasked Estep 
Score: -37585408.000000 Penalty: 6289.914062
	Iteration 25Q: 3 clusters Score -3.758541e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 216759 members 
Entering Unmasked Estep 
Score: -37586904.000000 Penalty: 6289.914062
	Iteration 26Q: 3 clusters Score -3.75869e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 220935 members 
Entering Unmasked Estep 
Score: -37588512.000000 Penalty: 6289.914062
	Iteration 27Q: 3 clusters Score -3.758851e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 225149 members 
Entering Unmasked Estep 
Score: -37590000.000000 Penalty: 6289.914062
	Iteration 28Q: 3 clusters Score -3.759e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 229416 members 
Entering Unmasked Estep 
Score: -37591336.000000 Penalty: 6289.914062
	Iteration 29Q: 3 clusters Score -3.759134e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 233760 members 
Entering Unmasked Estep 
Score: -37592592.000000 Penalty: 6289.914062
	Iteration 30Q: 3 clusters Score -3.759259e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 238099 members 
Entering Unmasked Estep 
Score: -37593520.000000 Penalty: 6289.914062
	Iteration 31Q: 3 clusters Score -3.759352e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 242433 members 
Entering Unmasked Estep 
Score: -37594292.000000 Penalty: 6289.914062
	Iteration 32Q: 3 clusters Score -3.759429e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 246740 members 
Entering Unmasked Estep 
Score: -37594856.000000 Penalty: 6289.914062
	Iteration 33Q: 3 clusters Score -3.759486e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 250846 members 
Entering Unmasked Estep 
Score: -37595612.000000 Penalty: 6289.914062
	Iteration 34Q: 3 clusters Score -3.759561e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 254989 members 
Entering Unmasked Estep 
Score: -37596560.000000 Penalty: 6289.914062
	Iteration 35Q: 3 clusters Score -3.759656e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 259010 members 
Entering Unmasked Estep 
Score: -37597176.000000 Penalty: 6289.914062
	Iteration 36Q: 3 clusters Score -3.759718e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 263047 members 
Entering Unmasked Estep 
Score: -37598084.000000 Penalty: 6289.914062
	Iteration 37Q: 3 clusters Score -3.759808e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 266853 members 
Entering Unmasked Estep 
Score: -37598868.000000 Penalty: 6289.914062
	Iteration 38Q: 3 clusters Score -3.759887e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 270497 members 
Entering Unmasked Estep 
Score: -37599524.000000 Penalty: 6289.914062
	Iteration 39Q: 3 clusters Score -3.759952e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 274068 members 
Entering Unmasked Estep 
Score: -37600300.000000 Penalty: 6289.914062
	Iteration 40F: 3 clusters Score -3.76003e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 277910 members 
Entering Unmasked Estep 
Score: -37600840.000000 Penalty: 6289.914062
	Iteration 41Q: 3 clusters Score -3.760084e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 281661 members 
Entering Unmasked Estep 
Score: -37601640.000000 Penalty: 6289.914062
	Iteration 42Q: 3 clusters Score -3.760164e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 285290 members 
Entering Unmasked Estep 
Score: -37602348.000000 Penalty: 6289.914062
	Iteration 43Q: 3 clusters Score -3.760235e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 288783 members 
Entering Unmasked Estep 
Score: -37603260.000000 Penalty: 6289.914062
	Iteration 44Q: 3 clusters Score -3.760326e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 292186 members 
Entering Unmasked Estep 
Score: -37603940.000000 Penalty: 6289.914062
	Iteration 45Q: 3 clusters Score -3.760394e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 295517 members 
Entering Unmasked Estep 
Score: -37604588.000000 Penalty: 6289.914062
	Iteration 46Q: 3 clusters Score -3.760459e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 298750 members 
Entering Unmasked Estep 
Score: -37605928.000000 Penalty: 6289.914062
	Iteration 47Q: 3 clusters Score -3.760593e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 301912 members 
Entering Unmasked Estep 
Score: -37607148.000000 Penalty: 6289.914062
	Iteration 48Q: 3 clusters Score -3.760715e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 304928 members 
Entering Unmasked Estep 
Score: -37608188.000000 Penalty: 6289.914062
	Iteration 49Q: 3 clusters Score -3.760819e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 307607 members 
Entering Unmasked Estep 
Score: -37609164.000000 Penalty: 6289.914062
	Iteration 50Q: 3 clusters Score -3.760916e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 310073 members 
Entering Unmasked Estep 
Score: -37609812.000000 Penalty: 6289.914062
	Iteration 51Q: 3 clusters Score -3.760981e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 312184 members 
Entering Unmasked Estep 
Score: -37610084.000000 Penalty: 6289.914062
	Iteration 52Q: 3 clusters Score -3.761008e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 313962 members 
Entering Unmasked Estep 
Score: -37610180.000000 Penalty: 6289.914062
	Iteration 53Q: 3 clusters Score -3.761018e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 315457 members 
Entering Unmasked Estep 
Score: -37609944.000000 Penalty: 6289.914062
	Iteration 54Q: 3 clusters Score -3.760994e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 316657 members 
Entering Unmasked Estep 
Score: -37609720.000000 Penalty: 6289.914062
	Iteration 55Q: 3 clusters Score -3.760972e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 317652 members 
Entering Unmasked Estep 
Score: -37609428.000000 Penalty: 6289.914062
	Iteration 56Q: 3 clusters Score -3.760943e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 318446 members 
Entering Unmasked Estep 
Score: -37609304.000000 Penalty: 6289.914062
	Iteration 57Q: 3 clusters Score -3.76093e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 319059 members 
Entering Unmasked Estep 
Score: -37609232.000000 Penalty: 6289.914062
	Iteration 58Q: 3 clusters Score -3.760923e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 319514 members 
Entering Unmasked Estep 
Score: -37609176.000000 Penalty: 6289.914062
	Iteration 59Q: 3 clusters Score -3.760918e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 319837 members 
Entering Unmasked Estep 
Score: -37609104.000000 Penalty: 6289.914062
	Iteration 60F: 3 clusters Score -3.76091e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 320063 members 
Entering Unmasked Estep 
Score: -37609012.000000 Penalty: 6289.914062
	Iteration 61Q: 3 clusters Score -3.760901e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 320247 members 
Entering Unmasked Estep 
Score: -37608924.000000 Penalty: 6289.914062
	Iteration 62Q: 3 clusters Score -3.760892e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 320379 members 
Entering Unmasked Estep 
Score: -37608892.000000 Penalty: 6289.914062
	Iteration 63Q: 3 clusters Score -3.760889e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 320472 members 
Entering Unmasked Estep 
Score: -37608924.000000 Penalty: 6289.914062
	Iteration 64Q: 3 clusters Score -3.760892e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 320551 members 
Entering Unmasked Estep 
Score: -37608816.000000 Penalty: 6289.914062
	Iteration 65Q: 3 clusters Score -3.760882e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 320608 members 
Entering Unmasked Estep 
Score: -37608796.000000 Penalty: 6289.914062
	Iteration 66Q: 3 clusters Score -3.76088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 320636 members 
Entering Unmasked Estep 
Score: -37608800.000000 Penalty: 6289.914062
	Iteration 67Q: 3 clusters Score -3.76088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 320670 members 
Entering Unmasked Estep 
Score: -37608728.000000 Penalty: 6289.914062
	Iteration 68Q: 3 clusters Score -3.760873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 320697 members 
Entering Unmasked Estep 
Score: -37608740.000000 Penalty: 6289.914062
	Iteration 69Q: 3 clusters Score -3.760874e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 320715 members 
Entering Unmasked Estep 
Score: -37608736.000000 Penalty: 6289.914062
	Iteration 70Q: 3 clusters Score -3.760874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 320732 members 
Entering Unmasked Estep 
Score: -37608732.000000 Penalty: 6289.914062
	Iteration 71Q: 3 clusters Score -3.760873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 320745 members 
Entering Unmasked Estep 
Score: -37608716.000000 Penalty: 6289.914062
	Iteration 72Q: 3 clusters Score -3.760872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 320757 members 
Entering Unmasked Estep 
Score: -37608724.000000 Penalty: 6289.914062
	Iteration 73Q: 3 clusters Score -3.760872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 320764 members 
Entering Unmasked Estep 
Score: -37608732.000000 Penalty: 6289.914062
	Iteration 74Q: 3 clusters Score -3.760873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 320774 members 
Entering Unmasked Estep 
Score: -37608704.000000 Penalty: 6289.914062
	Iteration 75Q: 3 clusters Score -3.76087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 320781 members 
Entering Unmasked Estep 
Score: -37608736.000000 Penalty: 6289.914062
	Iteration 76Q: 3 clusters Score -3.760874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 320787 members 
Entering Unmasked Estep 
Score: -37608728.000000 Penalty: 6289.914062
	Iteration 77Q: 3 clusters Score -3.760873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 320793 members 
Entering Unmasked Estep 
Score: -37608752.000000 Penalty: 6289.914062
	Iteration 78Q: 3 clusters Score -3.760875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 320798 members 
Entering Unmasked Estep 
Score: -37608760.000000 Penalty: 6289.914062
	Iteration 79Q: 3 clusters Score -3.760876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 320805 members 
Entering Unmasked Estep 
Score: -37608752.000000 Penalty: 6289.914062
	Iteration 80F: 3 clusters Score -3.760875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 320807 members 
Entering Unmasked Estep 
Score: -37608760.000000 Penalty: 6289.914062
	Iteration 81Q: 3 clusters Score -3.760876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 320811 members 
Entering Unmasked Estep 
Score: -37608772.000000 Penalty: 6289.914062
	Iteration 82Q: 3 clusters Score -3.760877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 320812 members 
Entering Unmasked Estep 
Score: -37608772.000000 Penalty: 6289.914062
	Iteration 83Q: 3 clusters Score -3.760877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 320812 members 
Entering Unmasked Estep 
Score: -37608772.000000 Penalty: 6289.914062
	Iteration 84F: 3 clusters Score -3.760877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Entering Unmasked Estep 
Score: -8819814.000000 Penalty: 2781.868164
	Iteration 0F: 2 clusters Score -8819814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8769938.000000 Penalty: 5563.736328
	Iteration 0F: 3 clusters Score -8769938 nChanged 34930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -8789780.000000 Penalty: 5563.736328
	Iteration 1F: 3 clusters Score -8789780 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -8790537.000000 Penalty: 5563.736328
	Iteration 2Q: 3 clusters Score -8790537 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -8791458.000000 Penalty: 5563.736328
	Iteration 3Q: 3 clusters Score -8791458 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8792909.000000 Penalty: 5563.736328
	Iteration 4Q: 3 clusters Score -8792909 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8795061.000000 Penalty: 5563.736328
	Iteration 5F: 3 clusters Score -8795061 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -8798326.000000 Penalty: 5563.736328
	Iteration 6F: 3 clusters Score -8798326 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -8802299.000000 Penalty: 5563.736328
	Iteration 7F: 3 clusters Score -8802299 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -8806517.000000 Penalty: 5563.736328
	Iteration 8F: 3 clusters Score -8806517 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -8809754.000000 Penalty: 5563.736328
	Iteration 9F: 3 clusters Score -8809754 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -8812029.000000 Penalty: 5563.736328
	Iteration 10Q: 3 clusters Score -8812029 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -8813588.000000 Penalty: 5563.736328
	Iteration 11Q: 3 clusters Score -8813588 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -8814588.000000 Penalty: 5563.736328
	Iteration 12Q: 3 clusters Score -8814588 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -8815274.000000 Penalty: 5563.736328
	Iteration 13Q: 3 clusters Score -8815274 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -8815848.000000 Penalty: 5563.736328
	Iteration 14Q: 3 clusters Score -8815848 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -8816295.000000 Penalty: 5563.736328
	Iteration 15Q: 3 clusters Score -8816295 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -8816644.000000 Penalty: 5563.736328
	Iteration 16Q: 3 clusters Score -8816644 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -8816929.000000 Penalty: 5563.736328
	Iteration 17Q: 3 clusters Score -8816929 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -8817124.000000 Penalty: 5563.736328
	Iteration 18Q: 3 clusters Score -8817124 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -8817339.000000 Penalty: 5563.736328
	Iteration 19Q: 3 clusters Score -8817339 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -8817512.000000 Penalty: 5563.736328
	Iteration 20F: 3 clusters Score -8817512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -8817688.000000 Penalty: 5563.736328
	Iteration 21Q: 3 clusters Score -8817688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -8817822.000000 Penalty: 5563.736328
	Iteration 22Q: 3 clusters Score -8817822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -8817871.000000 Penalty: 5563.736328
	Iteration 23Q: 3 clusters Score -8817871 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -8817923.000000 Penalty: 5563.736328
	Iteration 24Q: 3 clusters Score -8817923 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -8817966.000000 Penalty: 5563.736328
	Iteration 25Q: 3 clusters Score -8817966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -8818004.000000 Penalty: 5563.736328
	Iteration 26Q: 3 clusters Score -8818004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -8818026.000000 Penalty: 5563.736328
	Iteration 27Q: 3 clusters Score -8818026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -8818057.000000 Penalty: 5563.736328
	Iteration 28Q: 3 clusters Score -8818057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -8818059.000000 Penalty: 5563.736328
	Iteration 29Q: 3 clusters Score -8818059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -8818065.000000 Penalty: 5563.736328
	Iteration 30Q: 3 clusters Score -8818065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -8818074.000000 Penalty: 5563.736328
	Iteration 31Q: 3 clusters Score -8818074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -8818081.000000 Penalty: 5563.736328
	Iteration 32Q: 3 clusters Score -8818081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -8818077.000000 Penalty: 5563.736328
	Iteration 33Q: 3 clusters Score -8818077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -8818081.000000 Penalty: 5563.736328
	Iteration 34Q: 3 clusters Score -8818081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -8818077.000000 Penalty: 5563.736328
	Iteration 35Q: 3 clusters Score -8818077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8818088.000000 Penalty: 5563.736328
	Iteration 36Q: 3 clusters Score -8818088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -8818101.000000 Penalty: 5563.736328
	Iteration 37Q: 3 clusters Score -8818101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -8818099.000000 Penalty: 5563.736328
	Iteration 38Q: 3 clusters Score -8818099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -8818111.000000 Penalty: 5563.736328
	Iteration 39Q: 3 clusters Score -8818111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -8818116.000000 Penalty: 5563.736328
	Iteration 40F: 3 clusters Score -8818116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -8818122.000000 Penalty: 5563.736328
	Iteration 41Q: 3 clusters Score -8818122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -8818121.000000 Penalty: 5563.736328
	Iteration 42Q: 3 clusters Score -8818121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -8818117.000000 Penalty: 5563.736328
	Iteration 43Q: 3 clusters Score -8818117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -8818126.000000 Penalty: 5563.736328
	Iteration 44Q: 3 clusters Score -8818126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -8818135.000000 Penalty: 5563.736328
	Iteration 45Q: 3 clusters Score -8818135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -8818134.000000 Penalty: 5563.736328
	Iteration 46Q: 3 clusters Score -8818134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -8818139.000000 Penalty: 5563.736328
	Iteration 47Q: 3 clusters Score -8818139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -8818144.000000 Penalty: 5563.736328
	Iteration 48Q: 3 clusters Score -8818144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -8818162.000000 Penalty: 5563.736328
	Iteration 49Q: 3 clusters Score -8818162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -8818159.000000 Penalty: 5563.736328
	Iteration 50Q: 3 clusters Score -8818159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -8818159.000000 Penalty: 5563.736328
	Iteration 51Q: 3 clusters Score -8818159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -8818146.000000 Penalty: 5563.736328
	Iteration 52Q: 3 clusters Score -8818146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -8818145.000000 Penalty: 5563.736328
	Iteration 53Q: 3 clusters Score -8818145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -8818151.000000 Penalty: 5563.736328
	Iteration 54Q: 3 clusters Score -8818151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -8818159.000000 Penalty: 5563.736328
	Iteration 55Q: 3 clusters Score -8818159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -8818162.000000 Penalty: 5563.736328
	Iteration 56Q: 3 clusters Score -8818162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -8818159.000000 Penalty: 5563.736328
	Iteration 57Q: 3 clusters Score -8818159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -8818164.000000 Penalty: 5563.736328
	Iteration 58Q: 3 clusters Score -8818164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -8818164.000000 Penalty: 5563.736328
	Iteration 59Q: 3 clusters Score -8818164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -8818175.000000 Penalty: 5563.736328
	Iteration 60F: 3 clusters Score -8818175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -8818176.000000 Penalty: 5563.736328
	Iteration 61Q: 3 clusters Score -8818176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -8818187.000000 Penalty: 5563.736328
	Iteration 62Q: 3 clusters Score -8818187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -8818188.000000 Penalty: 5563.736328
	Iteration 63Q: 3 clusters Score -8818188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -8818191.000000 Penalty: 5563.736328
	Iteration 64Q: 3 clusters Score -8818191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -8818189.000000 Penalty: 5563.736328
	Iteration 65Q: 3 clusters Score -8818189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -8818182.000000 Penalty: 5563.736328
	Iteration 66Q: 3 clusters Score -8818182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -8818189.000000 Penalty: 5563.736328
	Iteration 67Q: 3 clusters Score -8818189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -8818186.000000 Penalty: 5563.736328
	Iteration 68Q: 3 clusters Score -8818186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -8818189.000000 Penalty: 5563.736328
	Iteration 69Q: 3 clusters Score -8818189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -8818191.000000 Penalty: 5563.736328
	Iteration 70Q: 3 clusters Score -8818191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -8818187.000000 Penalty: 5563.736328
	Iteration 71Q: 3 clusters Score -8818187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -8818191.000000 Penalty: 5563.736328
	Iteration 72Q: 3 clusters Score -8818191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -8818189.000000 Penalty: 5563.736328
	Iteration 73Q: 3 clusters Score -8818189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -8818189.000000 Penalty: 5563.736328
	Iteration 74F: 3 clusters Score -8818189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Entering Unmasked Estep 
Score: -5360091.000000 Penalty: 2657.500488
	Iteration 0F: 2 clusters Score -5360091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5329706.500000 Penalty: 5315.000977
	Iteration 0F: 3 clusters Score -5329706 nChanged 20735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5340988.000000 Penalty: 5315.000977
	Iteration 1F: 3 clusters Score -5340988 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -5341428.500000 Penalty: 5315.000977
	Iteration 2Q: 3 clusters Score -5341428 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5341811.500000 Penalty: 5315.000977
	Iteration 3Q: 3 clusters Score -5341812 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5342122.000000 Penalty: 5315.000977
	Iteration 4Q: 3 clusters Score -5342122 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -5342405.000000 Penalty: 5315.000977
	Iteration 5Q: 3 clusters Score -5342405 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5342670.500000 Penalty: 5315.000977
	Iteration 6Q: 3 clusters Score -5342670 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -5342898.000000 Penalty: 5315.000977
	Iteration 7Q: 3 clusters Score -5342898 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5343061.000000 Penalty: 5315.000977
	Iteration 8Q: 3 clusters Score -5343061 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -5343239.500000 Penalty: 5315.000977
	Iteration 9Q: 3 clusters Score -5343240 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5343447.500000 Penalty: 5315.000977
	Iteration 10Q: 3 clusters Score -5343448 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5343695.000000 Penalty: 5315.000977
	Iteration 11Q: 3 clusters Score -5343695 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -5344004.000000 Penalty: 5315.000977
	Iteration 12Q: 3 clusters Score -5344004 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5344363.000000 Penalty: 5315.000977
	Iteration 13Q: 3 clusters Score -5344363 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5344874.000000 Penalty: 5315.000977
	Iteration 14Q: 3 clusters Score -5344874 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -5345640.000000 Penalty: 5315.000977
	Iteration 15Q: 3 clusters Score -5345640 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5346709.500000 Penalty: 5315.000977
	Iteration 16Q: 3 clusters Score -5346710 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -5348262.000000 Penalty: 5315.000977
	Iteration 17F: 3 clusters Score -5348262 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5350190.500000 Penalty: 5315.000977
	Iteration 18F: 3 clusters Score -5350190 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5352285.500000 Penalty: 5315.000977
	Iteration 19F: 3 clusters Score -5352286 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5354049.000000 Penalty: 5315.000977
	Iteration 20F: 3 clusters Score -5354049 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5355339.000000 Penalty: 5315.000977
	Iteration 21Q: 3 clusters Score -5355339 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5356228.500000 Penalty: 5315.000977
	Iteration 22Q: 3 clusters Score -5356228 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5356819.000000 Penalty: 5315.000977
	Iteration 23Q: 3 clusters Score -5356819 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5357254.500000 Penalty: 5315.000977
	Iteration 24Q: 3 clusters Score -5357254 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5357516.000000 Penalty: 5315.000977
	Iteration 25Q: 3 clusters Score -5357516 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5357715.000000 Penalty: 5315.000977
	Iteration 26Q: 3 clusters Score -5357715 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5357871.500000 Penalty: 5315.000977
	Iteration 27Q: 3 clusters Score -5357872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5357950.000000 Penalty: 5315.000977
	Iteration 28Q: 3 clusters Score -5357950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5358032.500000 Penalty: 5315.000977
	Iteration 29Q: 3 clusters Score -5358032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5358073.000000 Penalty: 5315.000977
	Iteration 30Q: 3 clusters Score -5358073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5358112.500000 Penalty: 5315.000977
	Iteration 31Q: 3 clusters Score -5358112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5358141.000000 Penalty: 5315.000977
	Iteration 32Q: 3 clusters Score -5358141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5358156.000000 Penalty: 5315.000977
	Iteration 33Q: 3 clusters Score -5358156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5358167.000000 Penalty: 5315.000977
	Iteration 34Q: 3 clusters Score -5358167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5358172.500000 Penalty: 5315.000977
	Iteration 35Q: 3 clusters Score -5358172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5358176.000000 Penalty: 5315.000977
	Iteration 36Q: 3 clusters Score -5358176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5358183.500000 Penalty: 5315.000977
	Iteration 37Q: 3 clusters Score -5358184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5358193.000000 Penalty: 5315.000977
	Iteration 38Q: 3 clusters Score -5358193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5358200.500000 Penalty: 5315.000977
	Iteration 39Q: 3 clusters Score -5358200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5358203.000000 Penalty: 5315.000977
	Iteration 40F: 3 clusters Score -5358203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5358206.000000 Penalty: 5315.000977
	Iteration 41Q: 3 clusters Score -5358206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5358208.000000 Penalty: 5315.000977
	Iteration 42Q: 3 clusters Score -5358208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5358207.000000 Penalty: 5315.000977
	Iteration 43Q: 3 clusters Score -5358207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5358213.000000 Penalty: 5315.000977
	Iteration 44Q: 3 clusters Score -5358213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5358221.000000 Penalty: 5315.000977
	Iteration 45Q: 3 clusters Score -5358221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5358220.500000 Penalty: 5315.000977
	Iteration 46Q: 3 clusters Score -5358220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5358228.500000 Penalty: 5315.000977
	Iteration 47Q: 3 clusters Score -5358228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5358231.500000 Penalty: 5315.000977
	Iteration 48Q: 3 clusters Score -5358232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5358224.000000 Penalty: 5315.000977
	Iteration 49Q: 3 clusters Score -5358224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5358227.000000 Penalty: 5315.000977
	Iteration 50Q: 3 clusters Score -5358227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5358229.000000 Penalty: 5315.000977
	Iteration 51Q: 3 clusters Score -5358229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5358225.000000 Penalty: 5315.000977
	Iteration 52Q: 3 clusters Score -5358225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5358226.500000 Penalty: 5315.000977
	Iteration 53Q: 3 clusters Score -5358226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5358227.000000 Penalty: 5315.000977
	Iteration 54Q: 3 clusters Score -5358227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5358230.000000 Penalty: 5315.000977
	Iteration 55Q: 3 clusters Score -5358230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5358231.000000 Penalty: 5315.000977
	Iteration 56Q: 3 clusters Score -5358231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5358238.500000 Penalty: 5315.000977
	Iteration 57Q: 3 clusters Score -5358238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5358239.500000 Penalty: 5315.000977
	Iteration 58Q: 3 clusters Score -5358240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5358239.500000 Penalty: 5315.000977
	Iteration 59F: 3 clusters Score -5358240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Entering Unmasked Estep 
Score: -8527128.000000 Penalty: 2783.718018
	Iteration 0F: 2 clusters Score -8527128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -8476880.000000 Penalty: 5567.436035
	Iteration 0F: 3 clusters Score -8476880 nChanged 35210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -8496596.000000 Penalty: 5567.436035
	Iteration 1F: 3 clusters Score -8496596 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -8497236.000000 Penalty: 5567.436035
	Iteration 2Q: 3 clusters Score -8497236 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8497971.000000 Penalty: 5567.436035
	Iteration 3Q: 3 clusters Score -8497971 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -8498950.000000 Penalty: 5567.436035
	Iteration 4Q: 3 clusters Score -8498950 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -8500140.000000 Penalty: 5567.436035
	Iteration 5Q: 3 clusters Score -8500140 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -8502019.000000 Penalty: 5567.436035
	Iteration 6Q: 3 clusters Score -8502019 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -8504857.000000 Penalty: 5567.436035
	Iteration 7F: 3 clusters Score -8504857 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -8509027.000000 Penalty: 5567.436035
	Iteration 8F: 3 clusters Score -8509027 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -8514133.000000 Penalty: 5567.436035
	Iteration 9F: 3 clusters Score -8514133 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8518477.000000 Penalty: 5567.436035
	Iteration 10F: 3 clusters Score -8518477 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8521382.000000 Penalty: 5567.436035
	Iteration 11Q: 3 clusters Score -8521382 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8522973.000000 Penalty: 5567.436035
	Iteration 12Q: 3 clusters Score -8522973 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8523757.000000 Penalty: 5567.436035
	Iteration 13Q: 3 clusters Score -8523757 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8524138.000000 Penalty: 5567.436035
	Iteration 14Q: 3 clusters Score -8524138 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8524362.000000 Penalty: 5567.436035
	Iteration 15Q: 3 clusters Score -8524362 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8524499.000000 Penalty: 5567.436035
	Iteration 16Q: 3 clusters Score -8524499 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8524588.000000 Penalty: 5567.436035
	Iteration 17Q: 3 clusters Score -8524588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8524653.000000 Penalty: 5567.436035
	Iteration 18Q: 3 clusters Score -8524653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8524703.000000 Penalty: 5567.436035
	Iteration 19Q: 3 clusters Score -8524703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8524718.000000 Penalty: 5567.436035
	Iteration 20F: 3 clusters Score -8524718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8524760.000000 Penalty: 5567.436035
	Iteration 21Q: 3 clusters Score -8524760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8524770.000000 Penalty: 5567.436035
	Iteration 22Q: 3 clusters Score -8524770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8524771.000000 Penalty: 5567.436035
	Iteration 23Q: 3 clusters Score -8524771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8524774.000000 Penalty: 5567.436035
	Iteration 24Q: 3 clusters Score -8524774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8524786.000000 Penalty: 5567.436035
	Iteration 25Q: 3 clusters Score -8524786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8524779.000000 Penalty: 5567.436035
	Iteration 26Q: 3 clusters Score -8524779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8524786.000000 Penalty: 5567.436035
	Iteration 27Q: 3 clusters Score -8524786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8524789.000000 Penalty: 5567.436035
	Iteration 28Q: 3 clusters Score -8524789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8524795.000000 Penalty: 5567.436035
	Iteration 29Q: 3 clusters Score -8524795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8524805.000000 Penalty: 5567.436035
	Iteration 30Q: 3 clusters Score -8524805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8524802.000000 Penalty: 5567.436035
	Iteration 31Q: 3 clusters Score -8524802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8524801.000000 Penalty: 5567.436035
	Iteration 32Q: 3 clusters Score -8524801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8524801.000000 Penalty: 5567.436035
	Iteration 33F: 3 clusters Score -8524801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Entering Unmasked Estep 
Score: -906828.562500 Penalty: 2223.276367
	Iteration 0F: 2 clusters Score -906828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -900448.187500 Penalty: 4446.552734
	Iteration 0F: 3 clusters Score -900448.2 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -902260.750000 Penalty: 4446.552734
	Iteration 1F: 3 clusters Score -902260.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -902581.937500 Penalty: 4446.552734
	Iteration 2F: 3 clusters Score -902581.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -902802.312500 Penalty: 4446.552734
	Iteration 3F: 3 clusters Score -902802.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -902965.937500 Penalty: 4446.552734
	Iteration 4Q: 3 clusters Score -902965.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -903115.062500 Penalty: 4446.552734
	Iteration 5Q: 3 clusters Score -903115.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -903236.875000 Penalty: 4446.552734
	Iteration 6Q: 3 clusters Score -903236.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -903358.250000 Penalty: 4446.552734
	Iteration 7Q: 3 clusters Score -903358.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -903463.000000 Penalty: 4446.552734
	Iteration 8Q: 3 clusters Score -903463 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -903550.812500 Penalty: 4446.552734
	Iteration 9Q: 3 clusters Score -903550.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -903627.375000 Penalty: 4446.552734
	Iteration 10Q: 3 clusters Score -903627.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -903678.125000 Penalty: 4446.552734
	Iteration 11Q: 3 clusters Score -903678.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -903722.125000 Penalty: 4446.552734
	Iteration 12Q: 3 clusters Score -903722.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -903762.062500 Penalty: 4446.552734
	Iteration 13Q: 3 clusters Score -903762.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -903792.500000 Penalty: 4446.552734
	Iteration 14Q: 3 clusters Score -903792.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -903817.125000 Penalty: 4446.552734
	Iteration 15Q: 3 clusters Score -903817.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -903835.375000 Penalty: 4446.552734
	Iteration 16Q: 3 clusters Score -903835.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -903860.187500 Penalty: 4446.552734
	Iteration 17Q: 3 clusters Score -903860.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -903876.000000 Penalty: 4446.552734
	Iteration 18Q: 3 clusters Score -903876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -903894.625000 Penalty: 4446.552734
	Iteration 19Q: 3 clusters Score -903894.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -903904.625000 Penalty: 4446.552734
	Iteration 20F: 3 clusters Score -903904.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -903912.437500 Penalty: 4446.552734
	Iteration 21Q: 3 clusters Score -903912.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -903919.250000 Penalty: 4446.552734
	Iteration 22Q: 3 clusters Score -903919.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -903924.125000 Penalty: 4446.552734
	Iteration 23Q: 3 clusters Score -903924.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -903933.437500 Penalty: 4446.552734
	Iteration 24Q: 3 clusters Score -903933.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -903942.312500 Penalty: 4446.552734
	Iteration 25Q: 3 clusters Score -903942.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -903949.000000 Penalty: 4446.552734
	Iteration 26Q: 3 clusters Score -903949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -903963.500000 Penalty: 4446.552734
	Iteration 27Q: 3 clusters Score -903963.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -903977.000000 Penalty: 4446.552734
	Iteration 28Q: 3 clusters Score -903977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -903994.500000 Penalty: 4446.552734
	Iteration 29Q: 3 clusters Score -903994.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -904005.312500 Penalty: 4446.552734
	Iteration 30Q: 3 clusters Score -904005.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -904011.875000 Penalty: 4446.552734
	Iteration 31Q: 3 clusters Score -904011.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -904020.625000 Penalty: 4446.552734
	Iteration 32Q: 3 clusters Score -904020.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -904030.562500 Penalty: 4446.552734
	Iteration 33Q: 3 clusters Score -904030.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -904040.375000 Penalty: 4446.552734
	Iteration 34Q: 3 clusters Score -904040.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -904051.625000 Penalty: 4446.552734
	Iteration 35Q: 3 clusters Score -904051.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -904058.812500 Penalty: 4446.552734
	Iteration 36Q: 3 clusters Score -904058.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -904071.000000 Penalty: 4446.552734
	Iteration 37Q: 3 clusters Score -904071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -904081.812500 Penalty: 4446.552734
	Iteration 38Q: 3 clusters Score -904081.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -904089.687500 Penalty: 4446.552734
	Iteration 39Q: 3 clusters Score -904089.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -904101.750000 Penalty: 4446.552734
	Iteration 40F: 3 clusters Score -904101.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -904111.312500 Penalty: 4446.552734
	Iteration 41Q: 3 clusters Score -904111.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -904118.187500 Penalty: 4446.552734
	Iteration 42Q: 3 clusters Score -904118.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -904124.500000 Penalty: 4446.552734
	Iteration 43Q: 3 clusters Score -904124.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -904131.750000 Penalty: 4446.552734
	Iteration 44Q: 3 clusters Score -904131.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -904142.187500 Penalty: 4446.552734
	Iteration 45Q: 3 clusters Score -904142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -904151.125000 Penalty: 4446.552734
	Iteration 46Q: 3 clusters Score -904151.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -904157.312500 Penalty: 4446.552734
	Iteration 47Q: 3 clusters Score -904157.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -904169.937500 Penalty: 4446.552734
	Iteration 48Q: 3 clusters Score -904169.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -904176.500000 Penalty: 4446.552734
	Iteration 49Q: 3 clusters Score -904176.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -904184.062500 Penalty: 4446.552734
	Iteration 50Q: 3 clusters Score -904184.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -904193.750000 Penalty: 4446.552734
	Iteration 51Q: 3 clusters Score -904193.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -904206.875000 Penalty: 4446.552734
	Iteration 52Q: 3 clusters Score -904206.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -904224.062500 Penalty: 4446.552734
	Iteration 53Q: 3 clusters Score -904224.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -904245.562500 Penalty: 4446.552734
	Iteration 54Q: 3 clusters Score -904245.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -904273.437500 Penalty: 4446.552734
	Iteration 55Q: 3 clusters Score -904273.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -904300.812500 Penalty: 4446.552734
	Iteration 56Q: 3 clusters Score -904300.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -904335.250000 Penalty: 4446.552734
	Iteration 57Q: 3 clusters Score -904335.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -904367.437500 Penalty: 4446.552734
	Iteration 58Q: 3 clusters Score -904367.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -904398.312500 Penalty: 4446.552734
	Iteration 59Q: 3 clusters Score -904398.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -904430.250000 Penalty: 4446.552734
	Iteration 60F: 3 clusters Score -904430.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -904465.187500 Penalty: 4446.552734
	Iteration 61Q: 3 clusters Score -904465.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -904515.125000 Penalty: 4446.552734
	Iteration 62Q: 3 clusters Score -904515.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -904561.062500 Penalty: 4446.552734
	Iteration 63Q: 3 clusters Score -904561.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -904603.687500 Penalty: 4446.552734
	Iteration 64Q: 3 clusters Score -904603.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -904641.437500 Penalty: 4446.552734
	Iteration 65Q: 3 clusters Score -904641.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -904680.187500 Penalty: 4446.552734
	Iteration 66Q: 3 clusters Score -904680.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -904715.250000 Penalty: 4446.552734
	Iteration 67Q: 3 clusters Score -904715.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -904749.000000 Penalty: 4446.552734
	Iteration 68Q: 3 clusters Score -904749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -904774.250000 Penalty: 4446.552734
	Iteration 69Q: 3 clusters Score -904774.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -904795.187500 Penalty: 4446.552734
	Iteration 70Q: 3 clusters Score -904795.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -904816.625000 Penalty: 4446.552734
	Iteration 71Q: 3 clusters Score -904816.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -904834.625000 Penalty: 4446.552734
	Iteration 72Q: 3 clusters Score -904834.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -904854.250000 Penalty: 4446.552734
	Iteration 73Q: 3 clusters Score -904854.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -904869.500000 Penalty: 4446.552734
	Iteration 74Q: 3 clusters Score -904869.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -904878.187500 Penalty: 4446.552734
	Iteration 75Q: 3 clusters Score -904878.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -904889.375000 Penalty: 4446.552734
	Iteration 76Q: 3 clusters Score -904889.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -904900.437500 Penalty: 4446.552734
	Iteration 77Q: 3 clusters Score -904900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -904909.187500 Penalty: 4446.552734
	Iteration 78Q: 3 clusters Score -904909.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -904914.875000 Penalty: 4446.552734
	Iteration 79Q: 3 clusters Score -904914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -904918.687500 Penalty: 4446.552734
	Iteration 80F: 3 clusters Score -904918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -904924.250000 Penalty: 4446.552734
	Iteration 81Q: 3 clusters Score -904924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -904928.750000 Penalty: 4446.552734
	Iteration 82Q: 3 clusters Score -904928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -904932.687500 Penalty: 4446.552734
	Iteration 83Q: 3 clusters Score -904932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -904934.562500 Penalty: 4446.552734
	Iteration 84Q: 3 clusters Score -904934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -904938.750000 Penalty: 4446.552734
	Iteration 85Q: 3 clusters Score -904938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -904940.500000 Penalty: 4446.552734
	Iteration 86Q: 3 clusters Score -904940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -904941.125000 Penalty: 4446.552734
	Iteration 87Q: 3 clusters Score -904941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -904942.375000 Penalty: 4446.552734
	Iteration 88Q: 3 clusters Score -904942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -904942.375000 Penalty: 4446.552734
	Iteration 89F: 3 clusters Score -904942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51351.046875 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51351.05 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51610.953125 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51610.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51700.871094 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51700.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51750.175781 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51750.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51783.539062 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51783.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51792.765625 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51792.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51813.640625 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51813.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51835.976562 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -51835.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51866.843750 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -51866.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51891.105469 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -51891.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51917.082031 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -51917.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51926.324219 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -51926.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51931.542969 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -51931.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51931.542969 Penalty: 3107.589355
	Iteration 13F: 3 clusters Score -51931.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Entering Unmasked Estep 
Score: -6149116.000000 Penalty: 2693.336914
	Iteration 0F: 2 clusters Score -6149116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6114243.000000 Penalty: 5386.673828
	Iteration 0F: 3 clusters Score -6114243 nChanged 24026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -6127512.000000 Penalty: 5386.673828
	Iteration 1F: 3 clusters Score -6127512 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -6128071.500000 Penalty: 5386.673828
	Iteration 2Q: 3 clusters Score -6128072 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -6128784.500000 Penalty: 5386.673828
	Iteration 3Q: 3 clusters Score -6128784 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -6129733.500000 Penalty: 5386.673828
	Iteration 4Q: 3 clusters Score -6129734 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -6131236.500000 Penalty: 5386.673828
	Iteration 5F: 3 clusters Score -6131236 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6133523.500000 Penalty: 5386.673828
	Iteration 6F: 3 clusters Score -6133524 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -6136582.500000 Penalty: 5386.673828
	Iteration 7F: 3 clusters Score -6136582 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -6139814.000000 Penalty: 5386.673828
	Iteration 8F: 3 clusters Score -6139814 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -6142486.500000 Penalty: 5386.673828
	Iteration 9F: 3 clusters Score -6142486 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -6144269.000000 Penalty: 5386.673828
	Iteration 10Q: 3 clusters Score -6144269 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6145356.500000 Penalty: 5386.673828
	Iteration 11Q: 3 clusters Score -6145356 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -6145945.000000 Penalty: 5386.673828
	Iteration 12Q: 3 clusters Score -6145945 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6146284.000000 Penalty: 5386.673828
	Iteration 13Q: 3 clusters Score -6146284 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6146543.000000 Penalty: 5386.673828
	Iteration 14Q: 3 clusters Score -6146543 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -6146737.500000 Penalty: 5386.673828
	Iteration 15Q: 3 clusters Score -6146738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -6146838.000000 Penalty: 5386.673828
	Iteration 16Q: 3 clusters Score -6146838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6146909.500000 Penalty: 5386.673828
	Iteration 17Q: 3 clusters Score -6146910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6146935.000000 Penalty: 5386.673828
	Iteration 18Q: 3 clusters Score -6146935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -6146986.000000 Penalty: 5386.673828
	Iteration 19Q: 3 clusters Score -6146986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6147038.500000 Penalty: 5386.673828
	Iteration 20F: 3 clusters Score -6147038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -6147089.000000 Penalty: 5386.673828
	Iteration 21Q: 3 clusters Score -6147089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6147100.000000 Penalty: 5386.673828
	Iteration 22Q: 3 clusters Score -6147100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6147119.500000 Penalty: 5386.673828
	Iteration 23Q: 3 clusters Score -6147120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6147144.000000 Penalty: 5386.673828
	Iteration 24Q: 3 clusters Score -6147144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -6147149.000000 Penalty: 5386.673828
	Iteration 25Q: 3 clusters Score -6147149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -6147165.500000 Penalty: 5386.673828
	Iteration 26Q: 3 clusters Score -6147166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6147171.000000 Penalty: 5386.673828
	Iteration 27Q: 3 clusters Score -6147171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6147186.000000 Penalty: 5386.673828
	Iteration 28Q: 3 clusters Score -6147186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6147194.000000 Penalty: 5386.673828
	Iteration 29Q: 3 clusters Score -6147194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6147199.500000 Penalty: 5386.673828
	Iteration 30Q: 3 clusters Score -6147200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6147203.000000 Penalty: 5386.673828
	Iteration 31Q: 3 clusters Score -6147203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6147203.000000 Penalty: 5386.673828
	Iteration 32Q: 3 clusters Score -6147203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -6147205.000000 Penalty: 5386.673828
	Iteration 33Q: 3 clusters Score -6147205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6147203.500000 Penalty: 5386.673828
	Iteration 34Q: 3 clusters Score -6147204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6147209.500000 Penalty: 5386.673828
	Iteration 35Q: 3 clusters Score -6147210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -6147214.000000 Penalty: 5386.673828
	Iteration 36Q: 3 clusters Score -6147214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -6147222.500000 Penalty: 5386.673828
	Iteration 37Q: 3 clusters Score -6147222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -6147226.000000 Penalty: 5386.673828
	Iteration 38Q: 3 clusters Score -6147226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -6147232.000000 Penalty: 5386.673828
	Iteration 39Q: 3 clusters Score -6147232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -6147223.000000 Penalty: 5386.673828
	Iteration 40F: 3 clusters Score -6147223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -6147227.000000 Penalty: 5386.673828
	Iteration 41Q: 3 clusters Score -6147227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -6147227.500000 Penalty: 5386.673828
	Iteration 42Q: 3 clusters Score -6147228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6147232.500000 Penalty: 5386.673828
	Iteration 43Q: 3 clusters Score -6147232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -6147230.000000 Penalty: 5386.673828
	Iteration 44Q: 3 clusters Score -6147230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6147225.500000 Penalty: 5386.673828
	Iteration 45Q: 3 clusters Score -6147226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -6147218.500000 Penalty: 5386.673828
	Iteration 46Q: 3 clusters Score -6147218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -6147228.500000 Penalty: 5386.673828
	Iteration 47Q: 3 clusters Score -6147228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6147226.000000 Penalty: 5386.673828
	Iteration 48Q: 3 clusters Score -6147226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6147221.500000 Penalty: 5386.673828
	Iteration 49Q: 3 clusters Score -6147222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -6147223.500000 Penalty: 5386.673828
	Iteration 50Q: 3 clusters Score -6147224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -6147234.000000 Penalty: 5386.673828
	Iteration 51Q: 3 clusters Score -6147234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -6147235.000000 Penalty: 5386.673828
	Iteration 52Q: 3 clusters Score -6147235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -6147234.000000 Penalty: 5386.673828
	Iteration 53Q: 3 clusters Score -6147234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6147229.500000 Penalty: 5386.673828
	Iteration 54Q: 3 clusters Score -6147230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6147230.500000 Penalty: 5386.673828
	Iteration 55Q: 3 clusters Score -6147230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6147230.500000 Penalty: 5386.673828
	Iteration 56F: 3 clusters Score -6147230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (329909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329909 members 
Entering Unmasked Estep 
Score: -38559624.000000 Penalty: 3151.229980
	Iteration 0F: 2 clusters Score -3.855962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164661 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -38349428.000000 Penalty: 6302.459961
	Iteration 0F: 3 clusters Score -3.834943e+07 nChanged 160175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160274 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -38443928.000000 Penalty: 6302.459961
	Iteration 1F: 3 clusters Score -3.844393e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -38445000.000000 Penalty: 6302.459961
	Iteration 2Q: 3 clusters Score -3.8445e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152613 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -38446456.000000 Penalty: 6302.459961
	Iteration 3Q: 3 clusters Score -3.844646e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 184722 members 
Entering Unmasked Estep 
Score: -38448984.000000 Penalty: 6302.459961
	Iteration 4Q: 3 clusters Score -3.844898e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133883 members 
Mstep: Class 2 contains 196026 members 
Entering Unmasked Estep 
Score: -38453420.000000 Penalty: 6302.459961
	Iteration 5Q: 3 clusters Score -3.845342e+07 nChanged 17196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -38461780.000000 Penalty: 6302.459961
	Iteration 6F: 3 clusters Score -3.846178e+07 nChanged 23212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 235886 members 
Entering Unmasked Estep 
Score: -38476924.000000 Penalty: 6302.459961
	Iteration 7F: 3 clusters Score -3.847692e+07 nChanged 28633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 264495 members 
Entering Unmasked Estep 
Score: -38501052.000000 Penalty: 6302.459961
	Iteration 8F: 3 clusters Score -3.850105e+07 nChanged 28556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 293051 members 
Entering Unmasked Estep 
Score: -38527912.000000 Penalty: 6302.459961
	Iteration 9F: 3 clusters Score -3.852791e+07 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 313967 members 
Entering Unmasked Estep 
Score: -38547748.000000 Penalty: 6302.459961
	Iteration 10F: 3 clusters Score -3.854775e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 324826 members 
Entering Unmasked Estep 
Score: -38554836.000000 Penalty: 6302.459961
	Iteration 11Q: 3 clusters Score -3.855484e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 328554 members 
Entering Unmasked Estep 
Score: -38556260.000000 Penalty: 6302.459961
	Iteration 12Q: 3 clusters Score -3.855626e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 329390 members 
Entering Unmasked Estep 
Score: -38556668.000000 Penalty: 6302.459961
	Iteration 13Q: 3 clusters Score -3.855667e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 329589 members 
Entering Unmasked Estep 
Score: -38556800.000000 Penalty: 6302.459961
	Iteration 14Q: 3 clusters Score -3.85568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 329648 members 
Entering Unmasked Estep 
Score: -38556812.000000 Penalty: 6302.459961
	Iteration 15Q: 3 clusters Score -3.855681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 329667 members 
Entering Unmasked Estep 
Score: -38556864.000000 Penalty: 6302.459961
	Iteration 16Q: 3 clusters Score -3.855686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 329670 members 
Entering Unmasked Estep 
Score: -38556880.000000 Penalty: 6302.459961
	Iteration 17Q: 3 clusters Score -3.855688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 329676 members 
Entering Unmasked Estep 
Score: -38556896.000000 Penalty: 6302.459961
	Iteration 18Q: 3 clusters Score -3.85569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 329680 members 
Entering Unmasked Estep 
Score: -38556884.000000 Penalty: 6302.459961
	Iteration 19Q: 3 clusters Score -3.855688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 329686 members 
Entering Unmasked Estep 
Score: -38556912.000000 Penalty: 6302.459961
	Iteration 20F: 3 clusters Score -3.855691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 329688 members 
Entering Unmasked Estep 
Score: -38556920.000000 Penalty: 6302.459961
	Iteration 21Q: 3 clusters Score -3.855692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 329689 members 
Entering Unmasked Estep 
Score: -38556916.000000 Penalty: 6302.459961
	Iteration 22Q: 3 clusters Score -3.855692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 329688 members 
Entering Unmasked Estep 
Score: -38556924.000000 Penalty: 6302.459961
	Iteration 23Q: 3 clusters Score -3.855692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 329688 members 
Entering Unmasked Estep 
Score: -38556924.000000 Penalty: 6302.459961
	Iteration 24F: 3 clusters Score -3.855692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Entering Unmasked Estep 
Score: -6785188.500000 Penalty: 2716.499756
	Iteration 0F: 2 clusters Score -6785188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6746680.000000 Penalty: 5432.999512
	Iteration 0F: 3 clusters Score -6746680 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6761281.500000 Penalty: 5432.999512
	Iteration 1F: 3 clusters Score -6761282 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6761835.000000 Penalty: 5432.999512
	Iteration 2Q: 3 clusters Score -6761835 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6762318.500000 Penalty: 5432.999512
	Iteration 3Q: 3 clusters Score -6762318 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -6762923.000000 Penalty: 5432.999512
	Iteration 4Q: 3 clusters Score -6762923 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -6763719.500000 Penalty: 5432.999512
	Iteration 5Q: 3 clusters Score -6763720 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -6764954.000000 Penalty: 5432.999512
	Iteration 6Q: 3 clusters Score -6764954 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -6766784.000000 Penalty: 5432.999512
	Iteration 7F: 3 clusters Score -6766784 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6769731.500000 Penalty: 5432.999512
	Iteration 8F: 3 clusters Score -6769732 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -6774004.500000 Penalty: 5432.999512
	Iteration 9F: 3 clusters Score -6774004 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6778089.000000 Penalty: 5432.999512
	Iteration 10F: 3 clusters Score -6778089 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6780942.000000 Penalty: 5432.999512
	Iteration 11F: 3 clusters Score -6780942 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6782264.500000 Penalty: 5432.999512
	Iteration 12Q: 3 clusters Score -6782264 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6782688.500000 Penalty: 5432.999512
	Iteration 13Q: 3 clusters Score -6782688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6782856.000000 Penalty: 5432.999512
	Iteration 14Q: 3 clusters Score -6782856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6782945.000000 Penalty: 5432.999512
	Iteration 15Q: 3 clusters Score -6782945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6782974.500000 Penalty: 5432.999512
	Iteration 16Q: 3 clusters Score -6782974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6782980.500000 Penalty: 5432.999512
	Iteration 17Q: 3 clusters Score -6782980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6782992.500000 Penalty: 5432.999512
	Iteration 18Q: 3 clusters Score -6782992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6783002.000000 Penalty: 5432.999512
	Iteration 19Q: 3 clusters Score -6783002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6783002.000000 Penalty: 5432.999512
	Iteration 20F: 3 clusters Score -6783002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6783009.000000 Penalty: 5432.999512
	Iteration 21Q: 3 clusters Score -6783009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6783009.500000 Penalty: 5432.999512
	Iteration 22Q: 3 clusters Score -6783010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6783017.000000 Penalty: 5432.999512
	Iteration 23Q: 3 clusters Score -6783017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6783030.000000 Penalty: 5432.999512
	Iteration 24Q: 3 clusters Score -6783030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6783048.500000 Penalty: 5432.999512
	Iteration 25Q: 3 clusters Score -6783048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6783047.000000 Penalty: 5432.999512
	Iteration 26Q: 3 clusters Score -6783047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6783057.500000 Penalty: 5432.999512
	Iteration 27Q: 3 clusters Score -6783058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6783072.000000 Penalty: 5432.999512
	Iteration 28Q: 3 clusters Score -6783072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6783095.500000 Penalty: 5432.999512
	Iteration 29Q: 3 clusters Score -6783096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6783123.000000 Penalty: 5432.999512
	Iteration 30Q: 3 clusters Score -6783123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6783146.500000 Penalty: 5432.999512
	Iteration 31Q: 3 clusters Score -6783146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6783172.000000 Penalty: 5432.999512
	Iteration 32Q: 3 clusters Score -6783172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6783170.000000 Penalty: 5432.999512
	Iteration 33Q: 3 clusters Score -6783170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6783189.500000 Penalty: 5432.999512
	Iteration 34Q: 3 clusters Score -6783190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6783201.500000 Penalty: 5432.999512
	Iteration 35Q: 3 clusters Score -6783202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6783217.500000 Penalty: 5432.999512
	Iteration 36Q: 3 clusters Score -6783218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6783230.500000 Penalty: 5432.999512
	Iteration 37Q: 3 clusters Score -6783230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6783237.500000 Penalty: 5432.999512
	Iteration 38Q: 3 clusters Score -6783238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6783250.500000 Penalty: 5432.999512
	Iteration 39Q: 3 clusters Score -6783250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6783275.500000 Penalty: 5432.999512
	Iteration 40F: 3 clusters Score -6783276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6783309.000000 Penalty: 5432.999512
	Iteration 41Q: 3 clusters Score -6783309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6783326.500000 Penalty: 5432.999512
	Iteration 42Q: 3 clusters Score -6783326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6783348.000000 Penalty: 5432.999512
	Iteration 43Q: 3 clusters Score -6783348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6783366.500000 Penalty: 5432.999512
	Iteration 44Q: 3 clusters Score -6783366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6783397.000000 Penalty: 5432.999512
	Iteration 45Q: 3 clusters Score -6783397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6783411.500000 Penalty: 5432.999512
	Iteration 46Q: 3 clusters Score -6783412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6783425.000000 Penalty: 5432.999512
	Iteration 47Q: 3 clusters Score -6783425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6783426.000000 Penalty: 5432.999512
	Iteration 48Q: 3 clusters Score -6783426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6783429.000000 Penalty: 5432.999512
	Iteration 49Q: 3 clusters Score -6783429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6783432.000000 Penalty: 5432.999512
	Iteration 50F: 3 clusters Score -6783432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6783434.000000 Penalty: 5432.999512
	Iteration 51Q: 3 clusters Score -6783434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6783434.500000 Penalty: 5432.999512
	Iteration 52Q: 3 clusters Score -6783434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6783440.000000 Penalty: 5432.999512
	Iteration 53Q: 3 clusters Score -6783440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6783440.500000 Penalty: 5432.999512
	Iteration 54Q: 3 clusters Score -6783440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6783446.500000 Penalty: 5432.999512
	Iteration 55Q: 3 clusters Score -6783446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6783450.500000 Penalty: 5432.999512
	Iteration 56Q: 3 clusters Score -6783450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6783448.000000 Penalty: 5432.999512
	Iteration 57Q: 3 clusters Score -6783448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6783453.000000 Penalty: 5432.999512
	Iteration 58Q: 3 clusters Score -6783453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6783451.500000 Penalty: 5432.999512
	Iteration 59Q: 3 clusters Score -6783452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6783462.500000 Penalty: 5432.999512
	Iteration 60F: 3 clusters Score -6783462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6783471.000000 Penalty: 5432.999512
	Iteration 61Q: 3 clusters Score -6783471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6783479.000000 Penalty: 5432.999512
	Iteration 62Q: 3 clusters Score -6783479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6783481.000000 Penalty: 5432.999512
	Iteration 63Q: 3 clusters Score -6783481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6783486.000000 Penalty: 5432.999512
	Iteration 64Q: 3 clusters Score -6783486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6783485.000000 Penalty: 5432.999512
	Iteration 65Q: 3 clusters Score -6783485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6783487.500000 Penalty: 5432.999512
	Iteration 66Q: 3 clusters Score -6783488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6783488.500000 Penalty: 5432.999512
	Iteration 67Q: 3 clusters Score -6783488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6783497.500000 Penalty: 5432.999512
	Iteration 68Q: 3 clusters Score -6783498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6783495.000000 Penalty: 5432.999512
	Iteration 69Q: 3 clusters Score -6783495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6783494.500000 Penalty: 5432.999512
	Iteration 70Q: 3 clusters Score -6783494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6783498.500000 Penalty: 5432.999512
	Iteration 71Q: 3 clusters Score -6783498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6783498.500000 Penalty: 5432.999512
	Iteration 72F: 3 clusters Score -6783498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -83786.492188 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -83786.49 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 409 members 
Entering Unmasked Estep 
Score: -81975.953125 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -81975.95 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82203.203125 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -82203.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82276.109375 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -82276.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82329.804688 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -82329.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82365.523438 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -82365.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82383.765625 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -82383.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82400.156250 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -82400.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82404.093750 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -82404.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82410.078125 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -82410.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82410.906250 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -82410.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82411.476562 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -82411.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82411.476562 Penalty: 3308.071045
	Iteration 11F: 3 clusters Score -82411.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (199248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199248 members 
Entering Unmasked Estep 
Score: -23440902.000000 Penalty: 3026.171875
	Iteration 0F: 2 clusters Score -2.34409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 99414 members 
Entering Unmasked Estep 
Score: -23309306.000000 Penalty: 6052.343750
	Iteration 0F: 3 clusters Score -2.330931e+07 nChanged 95813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -23365386.000000 Penalty: 6052.343750
	Iteration 1F: 3 clusters Score -2.336539e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106024 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -23366596.000000 Penalty: 6052.343750
	Iteration 2Q: 3 clusters Score -2.33666e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -23368214.000000 Penalty: 6052.343750
	Iteration 3Q: 3 clusters Score -2.336821e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115768 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -23370960.000000 Penalty: 6052.343750
	Iteration 4Q: 3 clusters Score -2.337096e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124610 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -23375778.000000 Penalty: 6052.343750
	Iteration 5F: 3 clusters Score -2.337578e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -23384398.000000 Penalty: 6052.343750
	Iteration 6F: 3 clusters Score -2.33844e+07 nChanged 16466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -23397998.000000 Penalty: 6052.343750
	Iteration 7F: 3 clusters Score -2.3398e+07 nChanged 16682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -23412958.000000 Penalty: 6052.343750
	Iteration 8F: 3 clusters Score -2.341296e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182096 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -23424706.000000 Penalty: 6052.343750
	Iteration 9F: 3 clusters Score -2.342471e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189453 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -23431428.000000 Penalty: 6052.343750
	Iteration 10Q: 3 clusters Score -2.343143e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193238 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -23434450.000000 Penalty: 6052.343750
	Iteration 11Q: 3 clusters Score -2.343445e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195378 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -23436050.000000 Penalty: 6052.343750
	Iteration 12Q: 3 clusters Score -2.343605e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196623 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23436992.000000 Penalty: 6052.343750
	Iteration 13Q: 3 clusters Score -2.343699e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197359 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -23437460.000000 Penalty: 6052.343750
	Iteration 14Q: 3 clusters Score -2.343746e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197772 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23437718.000000 Penalty: 6052.343750
	Iteration 15Q: 3 clusters Score -2.343772e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198007 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -23437890.000000 Penalty: 6052.343750
	Iteration 16Q: 3 clusters Score -2.343789e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198169 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -23438062.000000 Penalty: 6052.343750
	Iteration 17Q: 3 clusters Score -2.343806e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198262 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -23438138.000000 Penalty: 6052.343750
	Iteration 18Q: 3 clusters Score -2.343814e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198338 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23438170.000000 Penalty: 6052.343750
	Iteration 19Q: 3 clusters Score -2.343817e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198386 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -23438228.000000 Penalty: 6052.343750
	Iteration 20F: 3 clusters Score -2.343823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198425 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23438258.000000 Penalty: 6052.343750
	Iteration 21Q: 3 clusters Score -2.343826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198457 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23438316.000000 Penalty: 6052.343750
	Iteration 22Q: 3 clusters Score -2.343832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198481 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -23438350.000000 Penalty: 6052.343750
	Iteration 23Q: 3 clusters Score -2.343835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198494 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -23438376.000000 Penalty: 6052.343750
	Iteration 24Q: 3 clusters Score -2.343838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198506 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -23438374.000000 Penalty: 6052.343750
	Iteration 25Q: 3 clusters Score -2.343837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198511 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23438404.000000 Penalty: 6052.343750
	Iteration 26Q: 3 clusters Score -2.34384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198519 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -23438418.000000 Penalty: 6052.343750
	Iteration 27Q: 3 clusters Score -2.343842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198522 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23438418.000000 Penalty: 6052.343750
	Iteration 28Q: 3 clusters Score -2.343842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198525 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23438402.000000 Penalty: 6052.343750
	Iteration 29Q: 3 clusters Score -2.34384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23438396.000000 Penalty: 6052.343750
	Iteration 30Q: 3 clusters Score -2.34384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23438400.000000 Penalty: 6052.343750
	Iteration 31Q: 3 clusters Score -2.34384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23438400.000000 Penalty: 6052.343750
	Iteration 32F: 3 clusters Score -2.34384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -283911.500000 Penalty: 1952.840942
	Iteration 0F: 2 clusters Score -283911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -280911.250000 Penalty: 3905.681885
	Iteration 0F: 3 clusters Score -280911.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -281658.468750 Penalty: 3905.681885
	Iteration 1F: 3 clusters Score -281658.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -282027.125000 Penalty: 3905.681885
	Iteration 2F: 3 clusters Score -282027.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -282358.843750 Penalty: 3905.681885
	Iteration 3F: 3 clusters Score -282358.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -282636.656250 Penalty: 3905.681885
	Iteration 4F: 3 clusters Score -282636.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282893.437500 Penalty: 3905.681885
	Iteration 5F: 3 clusters Score -282893.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -283126.031250 Penalty: 3905.681885
	Iteration 6F: 3 clusters Score -283126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -283291.562500 Penalty: 3905.681885
	Iteration 7Q: 3 clusters Score -283291.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -283408.031250 Penalty: 3905.681885
	Iteration 8Q: 3 clusters Score -283408 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -283519.187500 Penalty: 3905.681885
	Iteration 9Q: 3 clusters Score -283519.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -283596.281250 Penalty: 3905.681885
	Iteration 10Q: 3 clusters Score -283596.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -283644.937500 Penalty: 3905.681885
	Iteration 11Q: 3 clusters Score -283644.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -283669.250000 Penalty: 3905.681885
	Iteration 12Q: 3 clusters Score -283669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -283681.843750 Penalty: 3905.681885
	Iteration 13Q: 3 clusters Score -283681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -283686.875000 Penalty: 3905.681885
	Iteration 14Q: 3 clusters Score -283686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -283692.593750 Penalty: 3905.681885
	Iteration 15Q: 3 clusters Score -283692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -283695.906250 Penalty: 3905.681885
	Iteration 16Q: 3 clusters Score -283695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -283699.781250 Penalty: 3905.681885
	Iteration 17Q: 3 clusters Score -283699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -283702.250000 Penalty: 3905.681885
	Iteration 18Q: 3 clusters Score -283702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -283703.812500 Penalty: 3905.681885
	Iteration 19Q: 3 clusters Score -283703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -283706.187500 Penalty: 3905.681885
	Iteration 20F: 3 clusters Score -283706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -283706.500000 Penalty: 3905.681885
	Iteration 21Q: 3 clusters Score -283706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -283707.687500 Penalty: 3905.681885
	Iteration 22Q: 3 clusters Score -283707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -283708.500000 Penalty: 3905.681885
	Iteration 23Q: 3 clusters Score -283708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -283709.406250 Penalty: 3905.681885
	Iteration 24Q: 3 clusters Score -283709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -283709.406250 Penalty: 3905.681885
	Iteration 25F: 3 clusters Score -283709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Entering Unmasked Estep 
Score: -2204008.750000 Penalty: 2442.899902
	Iteration 0F: 2 clusters Score -2204009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2190618.250000 Penalty: 4885.799805
	Iteration 0F: 3 clusters Score -2190618 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2195216.250000 Penalty: 4885.799805
	Iteration 1F: 3 clusters Score -2195216 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2195725.250000 Penalty: 4885.799805
	Iteration 2F: 3 clusters Score -2195725 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2196229.500000 Penalty: 4885.799805
	Iteration 3F: 3 clusters Score -2196230 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2196767.750000 Penalty: 4885.799805
	Iteration 4F: 3 clusters Score -2196768 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2197321.750000 Penalty: 4885.799805
	Iteration 5F: 3 clusters Score -2197322 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2197867.250000 Penalty: 4885.799805
	Iteration 6F: 3 clusters Score -2197867 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2198390.500000 Penalty: 4885.799805
	Iteration 7F: 3 clusters Score -2198390 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2198866.000000 Penalty: 4885.799805
	Iteration 8Q: 3 clusters Score -2198866 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2199204.250000 Penalty: 4885.799805
	Iteration 9Q: 3 clusters Score -2199204 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2199471.000000 Penalty: 4885.799805
	Iteration 10Q: 3 clusters Score -2199471 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2199701.750000 Penalty: 4885.799805
	Iteration 11Q: 3 clusters Score -2199702 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2199887.750000 Penalty: 4885.799805
	Iteration 12Q: 3 clusters Score -2199888 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2200080.250000 Penalty: 4885.799805
	Iteration 13Q: 3 clusters Score -2200080 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2200241.500000 Penalty: 4885.799805
	Iteration 14Q: 3 clusters Score -2200242 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2200365.750000 Penalty: 4885.799805
	Iteration 15Q: 3 clusters Score -2200366 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2200477.250000 Penalty: 4885.799805
	Iteration 16Q: 3 clusters Score -2200477 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2200597.500000 Penalty: 4885.799805
	Iteration 17Q: 3 clusters Score -2200598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2200702.500000 Penalty: 4885.799805
	Iteration 18Q: 3 clusters Score -2200702 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2200811.500000 Penalty: 4885.799805
	Iteration 19Q: 3 clusters Score -2200812 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2200897.750000 Penalty: 4885.799805
	Iteration 20F: 3 clusters Score -2200898 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2200996.500000 Penalty: 4885.799805
	Iteration 21Q: 3 clusters Score -2200996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2201107.000000 Penalty: 4885.799805
	Iteration 22Q: 3 clusters Score -2201107 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2201201.750000 Penalty: 4885.799805
	Iteration 23Q: 3 clusters Score -2201202 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2201300.250000 Penalty: 4885.799805
	Iteration 24Q: 3 clusters Score -2201300 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2201395.000000 Penalty: 4885.799805
	Iteration 25Q: 3 clusters Score -2201395 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2201477.750000 Penalty: 4885.799805
	Iteration 26Q: 3 clusters Score -2201478 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2201538.000000 Penalty: 4885.799805
	Iteration 27Q: 3 clusters Score -2201538 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2201612.500000 Penalty: 4885.799805
	Iteration 28Q: 3 clusters Score -2201612 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2201696.500000 Penalty: 4885.799805
	Iteration 29Q: 3 clusters Score -2201696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2201774.000000 Penalty: 4885.799805
	Iteration 30Q: 3 clusters Score -2201774 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2201841.000000 Penalty: 4885.799805
	Iteration 31Q: 3 clusters Score -2201841 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2201915.500000 Penalty: 4885.799805
	Iteration 32Q: 3 clusters Score -2201916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2201972.500000 Penalty: 4885.799805
	Iteration 33Q: 3 clusters Score -2201972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2202031.500000 Penalty: 4885.799805
	Iteration 34Q: 3 clusters Score -2202032 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2202101.750000 Penalty: 4885.799805
	Iteration 35Q: 3 clusters Score -2202102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2202195.500000 Penalty: 4885.799805
	Iteration 36Q: 3 clusters Score -2202196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2202312.000000 Penalty: 4885.799805
	Iteration 37Q: 3 clusters Score -2202312 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2202418.500000 Penalty: 4885.799805
	Iteration 38Q: 3 clusters Score -2202418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2202555.250000 Penalty: 4885.799805
	Iteration 39Q: 3 clusters Score -2202555 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2202689.250000 Penalty: 4885.799805
	Iteration 40F: 3 clusters Score -2202689 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2202827.500000 Penalty: 4885.799805
	Iteration 41Q: 3 clusters Score -2202828 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2202934.750000 Penalty: 4885.799805
	Iteration 42Q: 3 clusters Score -2202935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2203006.000000 Penalty: 4885.799805
	Iteration 43Q: 3 clusters Score -2203006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2203048.000000 Penalty: 4885.799805
	Iteration 44Q: 3 clusters Score -2203048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2203093.750000 Penalty: 4885.799805
	Iteration 45Q: 3 clusters Score -2203094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2203110.750000 Penalty: 4885.799805
	Iteration 46Q: 3 clusters Score -2203111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2203122.500000 Penalty: 4885.799805
	Iteration 47Q: 3 clusters Score -2203122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2203141.000000 Penalty: 4885.799805
	Iteration 48Q: 3 clusters Score -2203141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2203156.250000 Penalty: 4885.799805
	Iteration 49Q: 3 clusters Score -2203156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2203163.750000 Penalty: 4885.799805
	Iteration 50Q: 3 clusters Score -2203164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2203172.250000 Penalty: 4885.799805
	Iteration 51Q: 3 clusters Score -2203172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2203174.500000 Penalty: 4885.799805
	Iteration 52Q: 3 clusters Score -2203174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2203181.500000 Penalty: 4885.799805
	Iteration 53Q: 3 clusters Score -2203182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2203182.000000 Penalty: 4885.799805
	Iteration 54Q: 3 clusters Score -2203182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2203177.500000 Penalty: 4885.799805
	Iteration 55Q: 3 clusters Score -2203178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2203183.000000 Penalty: 4885.799805
	Iteration 56Q: 3 clusters Score -2203183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2203186.500000 Penalty: 4885.799805
	Iteration 57Q: 3 clusters Score -2203186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2203193.000000 Penalty: 4885.799805
	Iteration 58Q: 3 clusters Score -2203193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2203191.750000 Penalty: 4885.799805
	Iteration 59Q: 3 clusters Score -2203192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2203196.000000 Penalty: 4885.799805
	Iteration 60F: 3 clusters Score -2203196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2203193.500000 Penalty: 4885.799805
	Iteration 61Q: 3 clusters Score -2203194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2203199.250000 Penalty: 4885.799805
	Iteration 62Q: 3 clusters Score -2203199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2203204.250000 Penalty: 4885.799805
	Iteration 63Q: 3 clusters Score -2203204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2203205.500000 Penalty: 4885.799805
	Iteration 64Q: 3 clusters Score -2203206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2203200.250000 Penalty: 4885.799805
	Iteration 65Q: 3 clusters Score -2203200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2203198.500000 Penalty: 4885.799805
	Iteration 66Q: 3 clusters Score -2203198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2203202.500000 Penalty: 4885.799805
	Iteration 67Q: 3 clusters Score -2203202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2203205.000000 Penalty: 4885.799805
	Iteration 68Q: 3 clusters Score -2203205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2203206.250000 Penalty: 4885.799805
	Iteration 69Q: 3 clusters Score -2203206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2203207.000000 Penalty: 4885.799805
	Iteration 70Q: 3 clusters Score -2203207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2203205.750000 Penalty: 4885.799805
	Iteration 71Q: 3 clusters Score -2203206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2203206.750000 Penalty: 4885.799805
	Iteration 72Q: 3 clusters Score -2203207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2203206.250000 Penalty: 4885.799805
	Iteration 73Q: 3 clusters Score -2203206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2203206.000000 Penalty: 4885.799805
	Iteration 74Q: 3 clusters Score -2203206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2203203.750000 Penalty: 4885.799805
	Iteration 75Q: 3 clusters Score -2203204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2203202.750000 Penalty: 4885.799805
	Iteration 76Q: 3 clusters Score -2203203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2203204.750000 Penalty: 4885.799805
	Iteration 77Q: 3 clusters Score -2203205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2203208.000000 Penalty: 4885.799805
	Iteration 78Q: 3 clusters Score -2203208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2203209.500000 Penalty: 4885.799805
	Iteration 79Q: 3 clusters Score -2203210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2203209.500000 Penalty: 4885.799805
	Iteration 80F: 3 clusters Score -2203210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -159363.656250 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -159363.7 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 715 members 
Entering Unmasked Estep 
Score: -157098.921875 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -157098.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157495.984375 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -157496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157591.125000 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -157591.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157646.828125 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -157646.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -157681.250000 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -157681.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157704.781250 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -157704.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157721.687500 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -157721.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157733.281250 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -157733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157748.687500 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -157748.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157768.125000 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -157768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157785.890625 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -157785.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -157801.421875 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -157801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157810.750000 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -157810.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157825.609375 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -157825.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157843.500000 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -157843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -157854.546875 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -157854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157866.218750 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -157866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157877.937500 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -157877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157888.765625 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -157888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157898.593750 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -157898.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157905.468750 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -157905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157907.203125 Penalty: 3610.542236
	Iteration 21Q: 3 clusters Score -157907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157912.765625 Penalty: 3610.542236
	Iteration 22Q: 3 clusters Score -157912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -157914.203125 Penalty: 3610.542236
	Iteration 23Q: 3 clusters Score -157914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -157916.046875 Penalty: 3610.542236
	Iteration 24Q: 3 clusters Score -157916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157919.031250 Penalty: 3610.542236
	Iteration 25Q: 3 clusters Score -157919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157919.515625 Penalty: 3610.542236
	Iteration 26Q: 3 clusters Score -157919.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157919.515625 Penalty: 3610.542236
	Iteration 27F: 3 clusters Score -157919.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Entering Unmasked Estep 
Score: -4305071.500000 Penalty: 2602.352295
	Iteration 0F: 2 clusters Score -4305072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4280562.500000 Penalty: 5204.704590
	Iteration 0F: 3 clusters Score -4280562 nChanged 16389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4289778.000000 Penalty: 5204.704590
	Iteration 1F: 3 clusters Score -4289778 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4290323.500000 Penalty: 5204.704590
	Iteration 2Q: 3 clusters Score -4290324 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4290818.000000 Penalty: 5204.704590
	Iteration 3Q: 3 clusters Score -4290818 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4291262.000000 Penalty: 5204.704590
	Iteration 4Q: 3 clusters Score -4291262 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4291741.000000 Penalty: 5204.704590
	Iteration 5Q: 3 clusters Score -4291741 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4292279.500000 Penalty: 5204.704590
	Iteration 6Q: 3 clusters Score -4292280 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4292950.000000 Penalty: 5204.704590
	Iteration 7Q: 3 clusters Score -4292950 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4293836.500000 Penalty: 5204.704590
	Iteration 8Q: 3 clusters Score -4293836 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4294968.000000 Penalty: 5204.704590
	Iteration 9Q: 3 clusters Score -4294968 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -4296308.500000 Penalty: 5204.704590
	Iteration 10F: 3 clusters Score -4296308 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4297755.000000 Penalty: 5204.704590
	Iteration 11F: 3 clusters Score -4297755 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4299046.000000 Penalty: 5204.704590
	Iteration 12Q: 3 clusters Score -4299046 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4300086.000000 Penalty: 5204.704590
	Iteration 13Q: 3 clusters Score -4300086 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4300885.000000 Penalty: 5204.704590
	Iteration 14Q: 3 clusters Score -4300885 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4301447.500000 Penalty: 5204.704590
	Iteration 15Q: 3 clusters Score -4301448 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4301866.000000 Penalty: 5204.704590
	Iteration 16Q: 3 clusters Score -4301866 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -4302143.500000 Penalty: 5204.704590
	Iteration 17Q: 3 clusters Score -4302144 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4302333.500000 Penalty: 5204.704590
	Iteration 18Q: 3 clusters Score -4302334 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4302472.500000 Penalty: 5204.704590
	Iteration 19Q: 3 clusters Score -4302472 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4302588.500000 Penalty: 5204.704590
	Iteration 20F: 3 clusters Score -4302588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4302669.000000 Penalty: 5204.704590
	Iteration 21Q: 3 clusters Score -4302669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4302707.500000 Penalty: 5204.704590
	Iteration 22Q: 3 clusters Score -4302708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4302755.000000 Penalty: 5204.704590
	Iteration 23Q: 3 clusters Score -4302755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4302782.500000 Penalty: 5204.704590
	Iteration 24Q: 3 clusters Score -4302782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4302808.500000 Penalty: 5204.704590
	Iteration 25Q: 3 clusters Score -4302808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4302816.000000 Penalty: 5204.704590
	Iteration 26Q: 3 clusters Score -4302816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4302829.500000 Penalty: 5204.704590
	Iteration 27Q: 3 clusters Score -4302830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4302832.000000 Penalty: 5204.704590
	Iteration 28Q: 3 clusters Score -4302832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4302844.000000 Penalty: 5204.704590
	Iteration 29Q: 3 clusters Score -4302844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4302848.500000 Penalty: 5204.704590
	Iteration 30Q: 3 clusters Score -4302848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4302852.000000 Penalty: 5204.704590
	Iteration 31Q: 3 clusters Score -4302852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4302853.500000 Penalty: 5204.704590
	Iteration 32Q: 3 clusters Score -4302854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4302858.500000 Penalty: 5204.704590
	Iteration 33Q: 3 clusters Score -4302858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4302867.500000 Penalty: 5204.704590
	Iteration 34Q: 3 clusters Score -4302868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4302872.500000 Penalty: 5204.704590
	Iteration 35Q: 3 clusters Score -4302872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4302878.500000 Penalty: 5204.704590
	Iteration 36Q: 3 clusters Score -4302878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4302878.500000 Penalty: 5204.704590
	Iteration 37F: 3 clusters Score -4302878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Entering Unmasked Estep 
Score: -968172.937500 Penalty: 2244.733643
	Iteration 0F: 2 clusters Score -968172.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -961471.312500 Penalty: 4489.467285
	Iteration 0F: 3 clusters Score -961471.3 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -963370.250000 Penalty: 4489.467285
	Iteration 1F: 3 clusters Score -963370.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -963722.812500 Penalty: 4489.467285
	Iteration 2F: 3 clusters Score -963722.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -964017.062500 Penalty: 4489.467285
	Iteration 3F: 3 clusters Score -964017.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -964298.875000 Penalty: 4489.467285
	Iteration 4F: 3 clusters Score -964298.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -964639.375000 Penalty: 4489.467285
	Iteration 5F: 3 clusters Score -964639.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -965009.125000 Penalty: 4489.467285
	Iteration 6F: 3 clusters Score -965009.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -965402.000000 Penalty: 4489.467285
	Iteration 7F: 3 clusters Score -965402 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -965724.937500 Penalty: 4489.467285
	Iteration 8F: 3 clusters Score -965724.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -965925.125000 Penalty: 4489.467285
	Iteration 9Q: 3 clusters Score -965925.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -966042.937500 Penalty: 4489.467285
	Iteration 10Q: 3 clusters Score -966042.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -966114.687500 Penalty: 4489.467285
	Iteration 11Q: 3 clusters Score -966114.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -966158.000000 Penalty: 4489.467285
	Iteration 12Q: 3 clusters Score -966158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -966177.312500 Penalty: 4489.467285
	Iteration 13Q: 3 clusters Score -966177.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -966193.750000 Penalty: 4489.467285
	Iteration 14Q: 3 clusters Score -966193.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -966203.500000 Penalty: 4489.467285
	Iteration 15Q: 3 clusters Score -966203.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -966211.500000 Penalty: 4489.467285
	Iteration 16Q: 3 clusters Score -966211.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -966214.625000 Penalty: 4489.467285
	Iteration 17Q: 3 clusters Score -966214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -966224.125000 Penalty: 4489.467285
	Iteration 18Q: 3 clusters Score -966224.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -966223.687500 Penalty: 4489.467285
	Iteration 19Q: 3 clusters Score -966223.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -966227.937500 Penalty: 4489.467285
	Iteration 20F: 3 clusters Score -966227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -966229.625000 Penalty: 4489.467285
	Iteration 21Q: 3 clusters Score -966229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -966233.937500 Penalty: 4489.467285
	Iteration 22Q: 3 clusters Score -966233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -966233.625000 Penalty: 4489.467285
	Iteration 23Q: 3 clusters Score -966233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -966234.250000 Penalty: 4489.467285
	Iteration 24Q: 3 clusters Score -966234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -966232.812500 Penalty: 4489.467285
	Iteration 25Q: 3 clusters Score -966232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -966236.437500 Penalty: 4489.467285
	Iteration 26Q: 3 clusters Score -966236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -966235.937500 Penalty: 4489.467285
	Iteration 27Q: 3 clusters Score -966235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -966234.687500 Penalty: 4489.467285
	Iteration 28Q: 3 clusters Score -966234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -966237.812500 Penalty: 4489.467285
	Iteration 29Q: 3 clusters Score -966237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -966240.937500 Penalty: 4489.467285
	Iteration 30Q: 3 clusters Score -966240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -966240.875000 Penalty: 4489.467285
	Iteration 31Q: 3 clusters Score -966240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -966242.437500 Penalty: 4489.467285
	Iteration 32Q: 3 clusters Score -966242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -966244.625000 Penalty: 4489.467285
	Iteration 33Q: 3 clusters Score -966244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -966245.812500 Penalty: 4489.467285
	Iteration 34Q: 3 clusters Score -966245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -966247.562500 Penalty: 4489.467285
	Iteration 35Q: 3 clusters Score -966247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -966248.937500 Penalty: 4489.467285
	Iteration 36Q: 3 clusters Score -966248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -966249.687500 Penalty: 4489.467285
	Iteration 37Q: 3 clusters Score -966249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -966251.250000 Penalty: 4489.467285
	Iteration 38Q: 3 clusters Score -966251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -966252.500000 Penalty: 4489.467285
	Iteration 39Q: 3 clusters Score -966252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -966253.375000 Penalty: 4489.467285
	Iteration 40F: 3 clusters Score -966253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -966252.812500 Penalty: 4489.467285
	Iteration 41Q: 3 clusters Score -966252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -966255.375000 Penalty: 4489.467285
	Iteration 42Q: 3 clusters Score -966255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -966258.000000 Penalty: 4489.467285
	Iteration 43Q: 3 clusters Score -966258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -966258.875000 Penalty: 4489.467285
	Iteration 44Q: 3 clusters Score -966258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -966258.062500 Penalty: 4489.467285
	Iteration 45Q: 3 clusters Score -966258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -966258.250000 Penalty: 4489.467285
	Iteration 46Q: 3 clusters Score -966258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -966258.500000 Penalty: 4489.467285
	Iteration 47Q: 3 clusters Score -966258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -966259.687500 Penalty: 4489.467285
	Iteration 48Q: 3 clusters Score -966259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -966259.687500 Penalty: 4489.467285
	Iteration 49F: 3 clusters Score -966259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Entering Unmasked Estep 
Score: -2030076.500000 Penalty: 2415.555908
	Iteration 0F: 2 clusters Score -2030076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2017857.625000 Penalty: 4831.111816
	Iteration 0F: 3 clusters Score -2017858 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2021973.250000 Penalty: 4831.111816
	Iteration 1F: 3 clusters Score -2021973 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2022319.125000 Penalty: 4831.111816
	Iteration 2F: 3 clusters Score -2022319 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2022630.375000 Penalty: 4831.111816
	Iteration 3Q: 3 clusters Score -2022630 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2022946.125000 Penalty: 4831.111816
	Iteration 4Q: 3 clusters Score -2022946 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2023253.500000 Penalty: 4831.111816
	Iteration 5Q: 3 clusters Score -2023254 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2023583.250000 Penalty: 4831.111816
	Iteration 6Q: 3 clusters Score -2023583 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2023952.500000 Penalty: 4831.111816
	Iteration 7Q: 3 clusters Score -2023952 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2024380.000000 Penalty: 4831.111816
	Iteration 8Q: 3 clusters Score -2024380 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2024863.500000 Penalty: 4831.111816
	Iteration 9Q: 3 clusters Score -2024864 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2025377.250000 Penalty: 4831.111816
	Iteration 10Q: 3 clusters Score -2025377 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2025793.625000 Penalty: 4831.111816
	Iteration 11Q: 3 clusters Score -2025794 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2026097.000000 Penalty: 4831.111816
	Iteration 12Q: 3 clusters Score -2026097 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2026342.375000 Penalty: 4831.111816
	Iteration 13Q: 3 clusters Score -2026342 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2026513.375000 Penalty: 4831.111816
	Iteration 14Q: 3 clusters Score -2026513 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2026631.250000 Penalty: 4831.111816
	Iteration 15Q: 3 clusters Score -2026631 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2026738.750000 Penalty: 4831.111816
	Iteration 16Q: 3 clusters Score -2026739 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2026823.375000 Penalty: 4831.111816
	Iteration 17Q: 3 clusters Score -2026823 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2026902.625000 Penalty: 4831.111816
	Iteration 18Q: 3 clusters Score -2026903 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2026966.750000 Penalty: 4831.111816
	Iteration 19Q: 3 clusters Score -2026967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2027012.500000 Penalty: 4831.111816
	Iteration 20F: 3 clusters Score -2027012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2027055.250000 Penalty: 4831.111816
	Iteration 21Q: 3 clusters Score -2027055 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2027095.750000 Penalty: 4831.111816
	Iteration 22Q: 3 clusters Score -2027096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2027129.125000 Penalty: 4831.111816
	Iteration 23Q: 3 clusters Score -2027129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2027155.750000 Penalty: 4831.111816
	Iteration 24Q: 3 clusters Score -2027156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2027185.750000 Penalty: 4831.111816
	Iteration 25Q: 3 clusters Score -2027186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2027202.500000 Penalty: 4831.111816
	Iteration 26Q: 3 clusters Score -2027202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2027231.375000 Penalty: 4831.111816
	Iteration 27Q: 3 clusters Score -2027231 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2027248.875000 Penalty: 4831.111816
	Iteration 28Q: 3 clusters Score -2027249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2027264.375000 Penalty: 4831.111816
	Iteration 29Q: 3 clusters Score -2027264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2027297.625000 Penalty: 4831.111816
	Iteration 30Q: 3 clusters Score -2027298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2027314.750000 Penalty: 4831.111816
	Iteration 31Q: 3 clusters Score -2027315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2027334.875000 Penalty: 4831.111816
	Iteration 32Q: 3 clusters Score -2027335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2027352.750000 Penalty: 4831.111816
	Iteration 33Q: 3 clusters Score -2027353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2027369.500000 Penalty: 4831.111816
	Iteration 34Q: 3 clusters Score -2027370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2027389.750000 Penalty: 4831.111816
	Iteration 35Q: 3 clusters Score -2027390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2027403.625000 Penalty: 4831.111816
	Iteration 36Q: 3 clusters Score -2027404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2027416.875000 Penalty: 4831.111816
	Iteration 37Q: 3 clusters Score -2027417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2027444.250000 Penalty: 4831.111816
	Iteration 38Q: 3 clusters Score -2027444 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2027464.250000 Penalty: 4831.111816
	Iteration 39Q: 3 clusters Score -2027464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2027486.250000 Penalty: 4831.111816
	Iteration 40F: 3 clusters Score -2027486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2027507.625000 Penalty: 4831.111816
	Iteration 41Q: 3 clusters Score -2027508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2027521.875000 Penalty: 4831.111816
	Iteration 42Q: 3 clusters Score -2027522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2027541.250000 Penalty: 4831.111816
	Iteration 43Q: 3 clusters Score -2027541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2027566.125000 Penalty: 4831.111816
	Iteration 44Q: 3 clusters Score -2027566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2027581.375000 Penalty: 4831.111816
	Iteration 45Q: 3 clusters Score -2027581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2027597.125000 Penalty: 4831.111816
	Iteration 46Q: 3 clusters Score -2027597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2027617.750000 Penalty: 4831.111816
	Iteration 47Q: 3 clusters Score -2027618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2027630.875000 Penalty: 4831.111816
	Iteration 48Q: 3 clusters Score -2027631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2027645.500000 Penalty: 4831.111816
	Iteration 49Q: 3 clusters Score -2027646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2027661.625000 Penalty: 4831.111816
	Iteration 50Q: 3 clusters Score -2027662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2027667.500000 Penalty: 4831.111816
	Iteration 51Q: 3 clusters Score -2027668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2027686.000000 Penalty: 4831.111816
	Iteration 52Q: 3 clusters Score -2027686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2027713.375000 Penalty: 4831.111816
	Iteration 53Q: 3 clusters Score -2027713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2027724.625000 Penalty: 4831.111816
	Iteration 54Q: 3 clusters Score -2027725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2027744.750000 Penalty: 4831.111816
	Iteration 55Q: 3 clusters Score -2027745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2027763.625000 Penalty: 4831.111816
	Iteration 56Q: 3 clusters Score -2027764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2027791.500000 Penalty: 4831.111816
	Iteration 57Q: 3 clusters Score -2027792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2027815.000000 Penalty: 4831.111816
	Iteration 58Q: 3 clusters Score -2027815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2027837.750000 Penalty: 4831.111816
	Iteration 59Q: 3 clusters Score -2027838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2027861.000000 Penalty: 4831.111816
	Iteration 60F: 3 clusters Score -2027861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2027890.500000 Penalty: 4831.111816
	Iteration 61Q: 3 clusters Score -2027890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2027901.625000 Penalty: 4831.111816
	Iteration 62Q: 3 clusters Score -2027902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2027926.750000 Penalty: 4831.111816
	Iteration 63Q: 3 clusters Score -2027927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2027941.125000 Penalty: 4831.111816
	Iteration 64Q: 3 clusters Score -2027941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2027967.375000 Penalty: 4831.111816
	Iteration 65Q: 3 clusters Score -2027967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2027989.125000 Penalty: 4831.111816
	Iteration 66Q: 3 clusters Score -2027989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2028015.375000 Penalty: 4831.111816
	Iteration 67Q: 3 clusters Score -2028015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2028038.250000 Penalty: 4831.111816
	Iteration 68Q: 3 clusters Score -2028038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2028060.375000 Penalty: 4831.111816
	Iteration 69Q: 3 clusters Score -2028060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2028074.500000 Penalty: 4831.111816
	Iteration 70Q: 3 clusters Score -2028074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2028083.250000 Penalty: 4831.111816
	Iteration 71Q: 3 clusters Score -2028083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2028088.250000 Penalty: 4831.111816
	Iteration 72Q: 3 clusters Score -2028088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2028092.375000 Penalty: 4831.111816
	Iteration 73Q: 3 clusters Score -2028092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2028108.625000 Penalty: 4831.111816
	Iteration 74Q: 3 clusters Score -2028109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2028123.875000 Penalty: 4831.111816
	Iteration 75Q: 3 clusters Score -2028124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2028134.000000 Penalty: 4831.111816
	Iteration 76Q: 3 clusters Score -2028134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2028143.500000 Penalty: 4831.111816
	Iteration 77Q: 3 clusters Score -2028144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2028146.875000 Penalty: 4831.111816
	Iteration 78Q: 3 clusters Score -2028147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2028157.000000 Penalty: 4831.111816
	Iteration 79Q: 3 clusters Score -2028157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2028158.875000 Penalty: 4831.111816
	Iteration 80F: 3 clusters Score -2028159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2028166.750000 Penalty: 4831.111816
	Iteration 81Q: 3 clusters Score -2028167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2028163.000000 Penalty: 4831.111816
	Iteration 82Q: 3 clusters Score -2028163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2028166.375000 Penalty: 4831.111816
	Iteration 83Q: 3 clusters Score -2028166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2028171.000000 Penalty: 4831.111816
	Iteration 84Q: 3 clusters Score -2028171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2028173.250000 Penalty: 4831.111816
	Iteration 85Q: 3 clusters Score -2028173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2028178.500000 Penalty: 4831.111816
	Iteration 86Q: 3 clusters Score -2028178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2028175.125000 Penalty: 4831.111816
	Iteration 87Q: 3 clusters Score -2028175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2028178.375000 Penalty: 4831.111816
	Iteration 88Q: 3 clusters Score -2028178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2028178.000000 Penalty: 4831.111816
	Iteration 89Q: 3 clusters Score -2028178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2028176.250000 Penalty: 4831.111816
	Iteration 90Q: 3 clusters Score -2028176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2028179.625000 Penalty: 4831.111816
	Iteration 91Q: 3 clusters Score -2028180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2028181.625000 Penalty: 4831.111816
	Iteration 92Q: 3 clusters Score -2028182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2028187.250000 Penalty: 4831.111816
	Iteration 93Q: 3 clusters Score -2028187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2028188.375000 Penalty: 4831.111816
	Iteration 94Q: 3 clusters Score -2028188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2028188.875000 Penalty: 4831.111816
	Iteration 95Q: 3 clusters Score -2028189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2028194.000000 Penalty: 4831.111816
	Iteration 96Q: 3 clusters Score -2028194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2028194.375000 Penalty: 4831.111816
	Iteration 97Q: 3 clusters Score -2028194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2028192.625000 Penalty: 4831.111816
	Iteration 98Q: 3 clusters Score -2028193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2028194.500000 Penalty: 4831.111816
	Iteration 99Q: 3 clusters Score -2028194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2028198.000000 Penalty: 4831.111816
	Iteration 100F: 3 clusters Score -2028198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2028196.750000 Penalty: 4831.111816
	Iteration 101Q: 3 clusters Score -2028197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2028197.375000 Penalty: 4831.111816
	Iteration 102Q: 3 clusters Score -2028197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2028197.375000 Penalty: 4831.111816
	Iteration 103F: 3 clusters Score -2028197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Entering Unmasked Estep 
Score: -1019603.937500 Penalty: 2267.841064
	Iteration 0F: 2 clusters Score -1019604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1012355.937500 Penalty: 4535.682129
	Iteration 0F: 3 clusters Score -1012356 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1014441.375000 Penalty: 4535.682129
	Iteration 1F: 3 clusters Score -1014441 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1014755.250000 Penalty: 4535.682129
	Iteration 2F: 3 clusters Score -1014755 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1014981.687500 Penalty: 4535.682129
	Iteration 3F: 3 clusters Score -1014982 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1015142.062500 Penalty: 4535.682129
	Iteration 4Q: 3 clusters Score -1015142 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1015249.812500 Penalty: 4535.682129
	Iteration 5Q: 3 clusters Score -1015250 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1015340.500000 Penalty: 4535.682129
	Iteration 6Q: 3 clusters Score -1015340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1015437.812500 Penalty: 4535.682129
	Iteration 7Q: 3 clusters Score -1015438 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1015530.250000 Penalty: 4535.682129
	Iteration 8Q: 3 clusters Score -1015530 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1015644.125000 Penalty: 4535.682129
	Iteration 9Q: 3 clusters Score -1015644 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1015784.562500 Penalty: 4535.682129
	Iteration 10Q: 3 clusters Score -1015785 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1015926.000000 Penalty: 4535.682129
	Iteration 11Q: 3 clusters Score -1015926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1016096.062500 Penalty: 4535.682129
	Iteration 12Q: 3 clusters Score -1016096 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1016280.750000 Penalty: 4535.682129
	Iteration 13Q: 3 clusters Score -1016281 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1016443.125000 Penalty: 4535.682129
	Iteration 14Q: 3 clusters Score -1016443 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1016561.187500 Penalty: 4535.682129
	Iteration 15Q: 3 clusters Score -1016561 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1016678.875000 Penalty: 4535.682129
	Iteration 16Q: 3 clusters Score -1016679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1016784.312500 Penalty: 4535.682129
	Iteration 17Q: 3 clusters Score -1016784 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1016888.437500 Penalty: 4535.682129
	Iteration 18Q: 3 clusters Score -1016888 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1016997.562500 Penalty: 4535.682129
	Iteration 19Q: 3 clusters Score -1016998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1017099.250000 Penalty: 4535.682129
	Iteration 20F: 3 clusters Score -1017099 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1017203.562500 Penalty: 4535.682129
	Iteration 21Q: 3 clusters Score -1017204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1017301.125000 Penalty: 4535.682129
	Iteration 22Q: 3 clusters Score -1017301 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1017388.687500 Penalty: 4535.682129
	Iteration 23Q: 3 clusters Score -1017389 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1017487.187500 Penalty: 4535.682129
	Iteration 24Q: 3 clusters Score -1017487 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1017582.812500 Penalty: 4535.682129
	Iteration 25Q: 3 clusters Score -1017583 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1017659.625000 Penalty: 4535.682129
	Iteration 26Q: 3 clusters Score -1017660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1017726.000000 Penalty: 4535.682129
	Iteration 27Q: 3 clusters Score -1017726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1017800.937500 Penalty: 4535.682129
	Iteration 28Q: 3 clusters Score -1017801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1017865.875000 Penalty: 4535.682129
	Iteration 29Q: 3 clusters Score -1017866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1017910.687500 Penalty: 4535.682129
	Iteration 30Q: 3 clusters Score -1017911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1017932.437500 Penalty: 4535.682129
	Iteration 31Q: 3 clusters Score -1017932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1017952.500000 Penalty: 4535.682129
	Iteration 32Q: 3 clusters Score -1017952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1017979.750000 Penalty: 4535.682129
	Iteration 33Q: 3 clusters Score -1017980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1018000.875000 Penalty: 4535.682129
	Iteration 34Q: 3 clusters Score -1018001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1018030.187500 Penalty: 4535.682129
	Iteration 35Q: 3 clusters Score -1018030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1018050.875000 Penalty: 4535.682129
	Iteration 36Q: 3 clusters Score -1018051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1018069.500000 Penalty: 4535.682129
	Iteration 37Q: 3 clusters Score -1018070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1018104.625000 Penalty: 4535.682129
	Iteration 38Q: 3 clusters Score -1018105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1018129.937500 Penalty: 4535.682129
	Iteration 39Q: 3 clusters Score -1018130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1018143.875000 Penalty: 4535.682129
	Iteration 40F: 3 clusters Score -1018144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1018151.937500 Penalty: 4535.682129
	Iteration 41Q: 3 clusters Score -1018152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1018159.562500 Penalty: 4535.682129
	Iteration 42Q: 3 clusters Score -1018160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1018163.000000 Penalty: 4535.682129
	Iteration 43Q: 3 clusters Score -1018163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1018165.312500 Penalty: 4535.682129
	Iteration 44Q: 3 clusters Score -1018165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1018167.500000 Penalty: 4535.682129
	Iteration 45Q: 3 clusters Score -1018168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1018167.125000 Penalty: 4535.682129
	Iteration 46Q: 3 clusters Score -1018167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1018169.125000 Penalty: 4535.682129
	Iteration 47Q: 3 clusters Score -1018169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1018170.500000 Penalty: 4535.682129
	Iteration 48Q: 3 clusters Score -1018170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1018174.312500 Penalty: 4535.682129
	Iteration 49Q: 3 clusters Score -1018174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1018175.062500 Penalty: 4535.682129
	Iteration 50Q: 3 clusters Score -1018175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1018175.937500 Penalty: 4535.682129
	Iteration 51Q: 3 clusters Score -1018176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1018176.125000 Penalty: 4535.682129
	Iteration 52Q: 3 clusters Score -1018176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1018178.312500 Penalty: 4535.682129
	Iteration 53Q: 3 clusters Score -1018178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1018182.562500 Penalty: 4535.682129
	Iteration 54Q: 3 clusters Score -1018183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1018181.500000 Penalty: 4535.682129
	Iteration 55Q: 3 clusters Score -1018182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1018181.562500 Penalty: 4535.682129
	Iteration 56Q: 3 clusters Score -1018182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1018182.250000 Penalty: 4535.682129
	Iteration 57Q: 3 clusters Score -1018182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1018184.375000 Penalty: 4535.682129
	Iteration 58Q: 3 clusters Score -1018184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1018184.937500 Penalty: 4535.682129
	Iteration 59Q: 3 clusters Score -1018185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1018185.812500 Penalty: 4535.682129
	Iteration 60F: 3 clusters Score -1018186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137523.578125 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137523.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137895.171875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137895.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138088.203125 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138088.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138255.125000 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -138255.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -138394.015625 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -138394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -138493.031250 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -138493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -138571.687500 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138571.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -138637.015625 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -138694.968750 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -138739.515625 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138739.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -138768.437500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138776.468750 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -138781.687500 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -138788.375000 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -138792.375000 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -138793.031250 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -138794.156250 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -138796.328125 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -138798.296875 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138800.453125 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138800.453125 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 416 members 
Entering Unmasked Estep 
Score: -80233.695312 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80233.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80491.937500 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80491.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80602.070312 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80602.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80678.820312 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -80678.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -80741.585938 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -80741.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80849.968750 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -80849.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80964.820312 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -80964.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81083.203125 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81083.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81202.359375 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81202.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -81313.789062 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81313.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81439.695312 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81439.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81515.359375 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81515.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81582.703125 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81674.718750 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81674.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81838.484375 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81838.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -81950.171875 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81950.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81964.445312 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81964.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81975.164062 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -81975.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81981.164062 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -81981.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81984.945312 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -81984.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81986.117188 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -81986.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81995.796875 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -81995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82006.914062 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -82006.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82023.468750 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -82023.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82048.492188 Penalty: 3331.430908
	Iteration 24Q: 3 clusters Score -82048.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82059.507812 Penalty: 3331.430908
	Iteration 25Q: 3 clusters Score -82059.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82061.656250 Penalty: 3331.430908
	Iteration 26Q: 3 clusters Score -82061.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82061.960938 Penalty: 3331.430908
	Iteration 27F: 3 clusters Score -82061.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82065.867188 Penalty: 3331.430908
	Iteration 28Q: 3 clusters Score -82065.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82072.828125 Penalty: 3331.430908
	Iteration 29Q: 3 clusters Score -82072.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82077.039062 Penalty: 3331.430908
	Iteration 30Q: 3 clusters Score -82077.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82081.820312 Penalty: 3331.430908
	Iteration 31Q: 3 clusters Score -82081.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82085.804688 Penalty: 3331.430908
	Iteration 32Q: 3 clusters Score -82085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82085.804688 Penalty: 3331.430908
	Iteration 33F: 3 clusters Score -82085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 32424 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 321669 members 
Mstep: Class 7 contains 74400 members 
Mstep: Class 8 contains 45059 members 
Mstep: Class 9 contains 74957 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52064 members 
Mstep: Class 13 contains 329909 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199248 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 36075 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 9363 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 26 contains 5689 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 210286 members 
Entering Unmasked Estep 
Score: -183999376.000000 Penalty: 116968.171875
Splitting cluster 25 changes total score from -184001920.000000 to -183999376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -656433.250000 Penalty: 2144.279785
	Iteration 0F: 2 clusters Score -656433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -651520.875000 Penalty: 4288.559570
	Iteration 0F: 3 clusters Score -651520.9 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -652759.187500 Penalty: 4288.559570
	Iteration 1F: 3 clusters Score -652759.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -653006.750000 Penalty: 4288.559570
	Iteration 2F: 3 clusters Score -653006.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -653151.187500 Penalty: 4288.559570
	Iteration 3Q: 3 clusters Score -653151.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -653241.875000 Penalty: 4288.559570
	Iteration 4Q: 3 clusters Score -653241.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -653308.125000 Penalty: 4288.559570
	Iteration 5Q: 3 clusters Score -653308.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -653372.062500 Penalty: 4288.559570
	Iteration 6Q: 3 clusters Score -653372.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -653426.500000 Penalty: 4288.559570
	Iteration 7Q: 3 clusters Score -653426.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -653482.250000 Penalty: 4288.559570
	Iteration 8Q: 3 clusters Score -653482.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -653529.000000 Penalty: 4288.559570
	Iteration 9Q: 3 clusters Score -653529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -653579.125000 Penalty: 4288.559570
	Iteration 10Q: 3 clusters Score -653579.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -653626.937500 Penalty: 4288.559570
	Iteration 11Q: 3 clusters Score -653626.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -653668.687500 Penalty: 4288.559570
	Iteration 12Q: 3 clusters Score -653668.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -653710.687500 Penalty: 4288.559570
	Iteration 13Q: 3 clusters Score -653710.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -653754.375000 Penalty: 4288.559570
	Iteration 14Q: 3 clusters Score -653754.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -653785.437500 Penalty: 4288.559570
	Iteration 15Q: 3 clusters Score -653785.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -653815.937500 Penalty: 4288.559570
	Iteration 16Q: 3 clusters Score -653815.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -653840.562500 Penalty: 4288.559570
	Iteration 17Q: 3 clusters Score -653840.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -653867.437500 Penalty: 4288.559570
	Iteration 18Q: 3 clusters Score -653867.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -653896.062500 Penalty: 4288.559570
	Iteration 19Q: 3 clusters Score -653896.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -653915.812500 Penalty: 4288.559570
	Iteration 20F: 3 clusters Score -653915.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -653938.625000 Penalty: 4288.559570
	Iteration 21Q: 3 clusters Score -653938.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -653959.062500 Penalty: 4288.559570
	Iteration 22Q: 3 clusters Score -653959.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -653974.187500 Penalty: 4288.559570
	Iteration 23Q: 3 clusters Score -653974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -653982.687500 Penalty: 4288.559570
	Iteration 24Q: 3 clusters Score -653982.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -653997.937500 Penalty: 4288.559570
	Iteration 25Q: 3 clusters Score -653997.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -654012.312500 Penalty: 4288.559570
	Iteration 26Q: 3 clusters Score -654012.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -654023.312500 Penalty: 4288.559570
	Iteration 27Q: 3 clusters Score -654023.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -654034.000000 Penalty: 4288.559570
	Iteration 28Q: 3 clusters Score -654034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -654045.500000 Penalty: 4288.559570
	Iteration 29Q: 3 clusters Score -654045.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -654054.250000 Penalty: 4288.559570
	Iteration 30Q: 3 clusters Score -654054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -654059.562500 Penalty: 4288.559570
	Iteration 31Q: 3 clusters Score -654059.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -654064.937500 Penalty: 4288.559570
	Iteration 32Q: 3 clusters Score -654064.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -654073.875000 Penalty: 4288.559570
	Iteration 33Q: 3 clusters Score -654073.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -654081.437500 Penalty: 4288.559570
	Iteration 34Q: 3 clusters Score -654081.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -654084.000000 Penalty: 4288.559570
	Iteration 35Q: 3 clusters Score -654084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -654088.937500 Penalty: 4288.559570
	Iteration 36Q: 3 clusters Score -654088.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -654092.375000 Penalty: 4288.559570
	Iteration 37Q: 3 clusters Score -654092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -654096.000000 Penalty: 4288.559570
	Iteration 38Q: 3 clusters Score -654096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -654098.625000 Penalty: 4288.559570
	Iteration 39Q: 3 clusters Score -654098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -654099.312500 Penalty: 4288.559570
	Iteration 40F: 3 clusters Score -654099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -654100.812500 Penalty: 4288.559570
	Iteration 41Q: 3 clusters Score -654100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -654102.625000 Penalty: 4288.559570
	Iteration 42Q: 3 clusters Score -654102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -654105.062500 Penalty: 4288.559570
	Iteration 43Q: 3 clusters Score -654105.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -654109.437500 Penalty: 4288.559570
	Iteration 44Q: 3 clusters Score -654109.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -654113.625000 Penalty: 4288.559570
	Iteration 45Q: 3 clusters Score -654113.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -654115.562500 Penalty: 4288.559570
	Iteration 46Q: 3 clusters Score -654115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -654118.187500 Penalty: 4288.559570
	Iteration 47Q: 3 clusters Score -654118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -654122.000000 Penalty: 4288.559570
	Iteration 48Q: 3 clusters Score -654122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -654125.500000 Penalty: 4288.559570
	Iteration 49Q: 3 clusters Score -654125.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -654131.000000 Penalty: 4288.559570
	Iteration 50Q: 3 clusters Score -654131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -654134.250000 Penalty: 4288.559570
	Iteration 51Q: 3 clusters Score -654134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -654136.062500 Penalty: 4288.559570
	Iteration 52Q: 3 clusters Score -654136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -654139.500000 Penalty: 4288.559570
	Iteration 53Q: 3 clusters Score -654139.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -654144.562500 Penalty: 4288.559570
	Iteration 54Q: 3 clusters Score -654144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -654147.812500 Penalty: 4288.559570
	Iteration 55Q: 3 clusters Score -654147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -654148.687500 Penalty: 4288.559570
	Iteration 56Q: 3 clusters Score -654148.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -654150.562500 Penalty: 4288.559570
	Iteration 57Q: 3 clusters Score -654150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -654151.250000 Penalty: 4288.559570
	Iteration 58Q: 3 clusters Score -654151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -654152.500000 Penalty: 4288.559570
	Iteration 59Q: 3 clusters Score -654152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -654154.312500 Penalty: 4288.559570
	Iteration 60F: 3 clusters Score -654154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -654155.250000 Penalty: 4288.559570
	Iteration 61Q: 3 clusters Score -654155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -654154.937500 Penalty: 4288.559570
	Iteration 62Q: 3 clusters Score -654154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -654158.250000 Penalty: 4288.559570
	Iteration 63Q: 3 clusters Score -654158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -654156.750000 Penalty: 4288.559570
	Iteration 64Q: 3 clusters Score -654156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -654158.625000 Penalty: 4288.559570
	Iteration 65Q: 3 clusters Score -654158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -654159.375000 Penalty: 4288.559570
	Iteration 66Q: 3 clusters Score -654159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -654157.437500 Penalty: 4288.559570
	Iteration 67Q: 3 clusters Score -654157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -654159.750000 Penalty: 4288.559570
	Iteration 68Q: 3 clusters Score -654159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -654161.312500 Penalty: 4288.559570
	Iteration 69Q: 3 clusters Score -654161.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -654162.250000 Penalty: 4288.559570
	Iteration 70Q: 3 clusters Score -654162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -654166.000000 Penalty: 4288.559570
	Iteration 71Q: 3 clusters Score -654166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -654168.562500 Penalty: 4288.559570
	Iteration 72Q: 3 clusters Score -654168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -654170.750000 Penalty: 4288.559570
	Iteration 73Q: 3 clusters Score -654170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -654175.562500 Penalty: 4288.559570
	Iteration 74Q: 3 clusters Score -654175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -654178.437500 Penalty: 4288.559570
	Iteration 75Q: 3 clusters Score -654178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -654184.750000 Penalty: 4288.559570
	Iteration 76Q: 3 clusters Score -654184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -654184.562500 Penalty: 4288.559570
	Iteration 77Q: 3 clusters Score -654184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -654188.000000 Penalty: 4288.559570
	Iteration 78Q: 3 clusters Score -654188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -654187.687500 Penalty: 4288.559570
	Iteration 79Q: 3 clusters Score -654187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -654188.125000 Penalty: 4288.559570
	Iteration 80F: 3 clusters Score -654188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -654188.562500 Penalty: 4288.559570
	Iteration 81Q: 3 clusters Score -654188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -654188.750000 Penalty: 4288.559570
	Iteration 82Q: 3 clusters Score -654188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -654189.312500 Penalty: 4288.559570
	Iteration 83Q: 3 clusters Score -654189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -654188.937500 Penalty: 4288.559570
	Iteration 84Q: 3 clusters Score -654188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -654191.000000 Penalty: 4288.559570
	Iteration 85Q: 3 clusters Score -654191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -654190.500000 Penalty: 4288.559570
	Iteration 86Q: 3 clusters Score -654190.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -654190.687500 Penalty: 4288.559570
	Iteration 87Q: 3 clusters Score -654190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -654190.812500 Penalty: 4288.559570
	Iteration 88Q: 3 clusters Score -654190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -654190.750000 Penalty: 4288.559570
	Iteration 89Q: 3 clusters Score -654190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -654191.000000 Penalty: 4288.559570
	Iteration 90Q: 3 clusters Score -654191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -654191.000000 Penalty: 4288.559570
	Iteration 91F: 3 clusters Score -654191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -401832.843750 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -401832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -398141.500000 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -398141.5 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -398943.562500 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -398943.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -399155.750000 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -399155.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -399312.843750 Penalty: 4065.706055
	Iteration 3F: 3 clusters Score -399312.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -399473.500000 Penalty: 4065.706055
	Iteration 4Q: 3 clusters Score -399473.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -399648.750000 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -399648.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -399880.937500 Penalty: 4065.706055
	Iteration 6F: 3 clusters Score -399880.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -400134.406250 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -400134.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -400364.218750 Penalty: 4065.706055
	Iteration 8F: 3 clusters Score -400364.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -400568.125000 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -400568.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -400748.687500 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -400748.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -400865.968750 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -400866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -400974.000000 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -400974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -401024.187500 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -401024.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -401053.531250 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -401053.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -401079.250000 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -401079.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -401098.875000 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -401098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -401108.093750 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -401108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -401117.906250 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -401117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -401122.343750 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -401122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -401123.687500 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -401123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -401124.125000 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -401124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -401124.125000 Penalty: 4065.706055
	Iteration 22F: 3 clusters Score -401124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -738785.875000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -738785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -733313.625000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -733313.6 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -735027.312500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -735027.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -735548.125000 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -735548.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -735935.250000 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -735935.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -736232.125000 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -736232.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -736462.687500 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -736462.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -736647.125000 Penalty: 4366.722168
	Iteration 6Q: 3 clusters Score -736647.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -736808.375000 Penalty: 4366.722168
	Iteration 7Q: 3 clusters Score -736808.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -736921.750000 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -736921.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -737007.437500 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -737007.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -737075.625000 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -737075.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -737133.625000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -737133.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -737176.375000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -737176.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -737210.875000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -737210.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -737243.500000 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -737243.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -737273.437500 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -737273.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -737308.437500 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -737308.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -737346.750000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -737346.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -737382.375000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -737382.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -737415.437500 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -737415.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -737436.000000 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -737436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -737456.062500 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -737456.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -737472.687500 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -737472.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -737493.437500 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -737493.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -737503.812500 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -737503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -737514.937500 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -737514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -737530.125000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -737530.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -737538.500000 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -737538.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -737546.312500 Penalty: 4366.722168
	Iteration 28Q: 3 clusters Score -737546.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -737552.250000 Penalty: 4366.722168
	Iteration 29Q: 3 clusters Score -737552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -737558.125000 Penalty: 4366.722168
	Iteration 30Q: 3 clusters Score -737558.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -737561.062500 Penalty: 4366.722168
	Iteration 31Q: 3 clusters Score -737561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -737560.375000 Penalty: 4366.722168
	Iteration 32Q: 3 clusters Score -737560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -737560.875000 Penalty: 4366.722168
	Iteration 33Q: 3 clusters Score -737560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -737561.812500 Penalty: 4366.722168
	Iteration 34Q: 3 clusters Score -737561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -737561.812500 Penalty: 4366.722168
	Iteration 35Q: 3 clusters Score -737561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -737563.000000 Penalty: 4366.722168
	Iteration 36Q: 3 clusters Score -737563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -737563.000000 Penalty: 4366.722168
	Iteration 37F: 3 clusters Score -737563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127988.429688 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127988.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128318.148438 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128318.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128403.007812 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -128440.992188 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128468.570312 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128468.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -128489.992188 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128503.742188 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128507.562500 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -128515.562500 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128518.265625 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128524.562500 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -128532.648438 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128537.187500 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -128540.156250 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128542.500000 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128543.234375 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -128543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128543.234375 Penalty: 3495.568604
	Iteration 16F: 3 clusters Score -128543.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Entering Unmasked Estep 
Score: -415769.531250 Penalty: 2044.920288
	Iteration 0F: 2 clusters Score -415769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -412058.812500 Penalty: 4089.840576
	Iteration 0F: 3 clusters Score -412058.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -413148.906250 Penalty: 4089.840576
	Iteration 1F: 3 clusters Score -413148.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -413546.000000 Penalty: 4089.840576
	Iteration 2F: 3 clusters Score -413546 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -413832.031250 Penalty: 4089.840576
	Iteration 3F: 3 clusters Score -413832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -414062.843750 Penalty: 4089.840576
	Iteration 4F: 3 clusters Score -414062.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -414252.531250 Penalty: 4089.840576
	Iteration 5F: 3 clusters Score -414252.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -414382.187500 Penalty: 4089.840576
	Iteration 6Q: 3 clusters Score -414382.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -414489.000000 Penalty: 4089.840576
	Iteration 7Q: 3 clusters Score -414489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -414550.625000 Penalty: 4089.840576
	Iteration 8Q: 3 clusters Score -414550.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -414596.031250 Penalty: 4089.840576
	Iteration 9Q: 3 clusters Score -414596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -414629.406250 Penalty: 4089.840576
	Iteration 10Q: 3 clusters Score -414629.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -414645.468750 Penalty: 4089.840576
	Iteration 11Q: 3 clusters Score -414645.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -414656.468750 Penalty: 4089.840576
	Iteration 12Q: 3 clusters Score -414656.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414662.031250 Penalty: 4089.840576
	Iteration 13Q: 3 clusters Score -414662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -414666.281250 Penalty: 4089.840576
	Iteration 14Q: 3 clusters Score -414666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -414671.343750 Penalty: 4089.840576
	Iteration 15Q: 3 clusters Score -414671.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -414676.625000 Penalty: 4089.840576
	Iteration 16Q: 3 clusters Score -414676.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -414682.281250 Penalty: 4089.840576
	Iteration 17Q: 3 clusters Score -414682.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -414687.343750 Penalty: 4089.840576
	Iteration 18Q: 3 clusters Score -414687.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -414692.093750 Penalty: 4089.840576
	Iteration 19Q: 3 clusters Score -414692.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -414696.062500 Penalty: 4089.840576
	Iteration 20F: 3 clusters Score -414696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -414698.187500 Penalty: 4089.840576
	Iteration 21Q: 3 clusters Score -414698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -414699.125000 Penalty: 4089.840576
	Iteration 22Q: 3 clusters Score -414699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -414700.406250 Penalty: 4089.840576
	Iteration 23Q: 3 clusters Score -414700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -414702.937500 Penalty: 4089.840576
	Iteration 24Q: 3 clusters Score -414702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -414703.718750 Penalty: 4089.840576
	Iteration 25Q: 3 clusters Score -414703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -414704.187500 Penalty: 4089.840576
	Iteration 26Q: 3 clusters Score -414704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -414707.625000 Penalty: 4089.840576
	Iteration 27Q: 3 clusters Score -414707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -414708.312500 Penalty: 4089.840576
	Iteration 28Q: 3 clusters Score -414708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -414709.375000 Penalty: 4089.840576
	Iteration 29Q: 3 clusters Score -414709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -414710.812500 Penalty: 4089.840576
	Iteration 30Q: 3 clusters Score -414710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -414711.375000 Penalty: 4089.840576
	Iteration 31Q: 3 clusters Score -414711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414712.468750 Penalty: 4089.840576
	Iteration 32Q: 3 clusters Score -414712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -414712.468750 Penalty: 4089.840576
	Iteration 33Q: 3 clusters Score -414712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -414713.781250 Penalty: 4089.840576
	Iteration 34Q: 3 clusters Score -414713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -414715.437500 Penalty: 4089.840576
	Iteration 35Q: 3 clusters Score -414715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -414716.343750 Penalty: 4089.840576
	Iteration 36Q: 3 clusters Score -414716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -414716.656250 Penalty: 4089.840576
	Iteration 37Q: 3 clusters Score -414716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -414717.437500 Penalty: 4089.840576
	Iteration 38Q: 3 clusters Score -414717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -414719.218750 Penalty: 4089.840576
	Iteration 39Q: 3 clusters Score -414719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -414720.062500 Penalty: 4089.840576
	Iteration 40F: 3 clusters Score -414720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -414721.031250 Penalty: 4089.840576
	Iteration 41Q: 3 clusters Score -414721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -414721.562500 Penalty: 4089.840576
	Iteration 42Q: 3 clusters Score -414721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -414723.500000 Penalty: 4089.840576
	Iteration 43Q: 3 clusters Score -414723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -414724.625000 Penalty: 4089.840576
	Iteration 44Q: 3 clusters Score -414724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -414726.250000 Penalty: 4089.840576
	Iteration 45Q: 3 clusters Score -414726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -414727.687500 Penalty: 4089.840576
	Iteration 46Q: 3 clusters Score -414727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -414729.531250 Penalty: 4089.840576
	Iteration 47Q: 3 clusters Score -414729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -414730.593750 Penalty: 4089.840576
	Iteration 48Q: 3 clusters Score -414730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -414731.281250 Penalty: 4089.840576
	Iteration 49Q: 3 clusters Score -414731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -414732.343750 Penalty: 4089.840576
	Iteration 50Q: 3 clusters Score -414732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -414733.500000 Penalty: 4089.840576
	Iteration 51Q: 3 clusters Score -414733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -414734.625000 Penalty: 4089.840576
	Iteration 52Q: 3 clusters Score -414734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -414736.062500 Penalty: 4089.840576
	Iteration 53Q: 3 clusters Score -414736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -414738.500000 Penalty: 4089.840576
	Iteration 54Q: 3 clusters Score -414738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -414740.031250 Penalty: 4089.840576
	Iteration 55Q: 3 clusters Score -414740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -414740.250000 Penalty: 4089.840576
	Iteration 56Q: 3 clusters Score -414740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -414741.750000 Penalty: 4089.840576
	Iteration 57Q: 3 clusters Score -414741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -414742.500000 Penalty: 4089.840576
	Iteration 58Q: 3 clusters Score -414742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -414744.000000 Penalty: 4089.840576
	Iteration 59Q: 3 clusters Score -414744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -414745.156250 Penalty: 4089.840576
	Iteration 60F: 3 clusters Score -414745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -414746.406250 Penalty: 4089.840576
	Iteration 61Q: 3 clusters Score -414746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -414746.625000 Penalty: 4089.840576
	Iteration 62Q: 3 clusters Score -414746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -414746.625000 Penalty: 4089.840576
	Iteration 63F: 3 clusters Score -414746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -90434.328125 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90434.33 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -90972.390625 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -90972.39 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91521.734375 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91521.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -91803.093750 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91803.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91990.671875 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91990.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -92166.992188 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -92166.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92312.437500 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92312.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -92435.421875 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92435.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -92529.375000 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92529.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92680.523438 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92680.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -92810.171875 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92810.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92870.492188 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92870.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92906.906250 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92906.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92909.109375 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92909.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92914.554688 Penalty: 3398.712158
	Iteration 14F: 3 clusters Score -92914.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92940.656250 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -92940.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92940.656250 Penalty: 3398.712158
	Iteration 16F: 3 clusters Score -92940.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 32424 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 321669 members 
Mstep: Class 7 contains 74400 members 
Mstep: Class 8 contains 45059 members 
Mstep: Class 9 contains 74957 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52064 members 
Mstep: Class 13 contains 329909 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199248 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 36075 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 9363 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5689 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 273 members 
Mstep: Class 32 contains 673 members 
Mstep: Class 33 contains 210286 members 
Entering Unmasked Estep 
Score: -183999888.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -184001920.000000 to -183999888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (210286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210286 members 
Entering Unmasked Estep 
Score: -24752892.000000 Penalty: 3039.543457
	Iteration 0F: 2 clusters Score -2.475289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 105323 members 
Entering Unmasked Estep 
Score: -24616496.000000 Penalty: 6079.086914
	Iteration 0F: 3 clusters Score -2.46165e+07 nChanged 101221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -24676360.000000 Penalty: 6079.086914
	Iteration 1F: 3 clusters Score -2.467636e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -24677320.000000 Penalty: 6079.086914
	Iteration 2Q: 3 clusters Score -2.467732e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -24678850.000000 Penalty: 6079.086914
	Iteration 3Q: 3 clusters Score -2.467885e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -24681504.000000 Penalty: 6079.086914
	Iteration 4Q: 3 clusters Score -2.46815e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 128775 members 
Entering Unmasked Estep 
Score: -24685970.000000 Penalty: 6079.086914
	Iteration 5Q: 3 clusters Score -2.468597e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 140515 members 
Entering Unmasked Estep 
Score: -24693444.000000 Penalty: 6079.086914
	Iteration 6F: 3 clusters Score -2.469344e+07 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -24705562.000000 Penalty: 6079.086914
	Iteration 7F: 3 clusters Score -2.470556e+07 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -24720148.000000 Penalty: 6079.086914
	Iteration 8F: 3 clusters Score -2.472015e+07 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 188997 members 
Entering Unmasked Estep 
Score: -24733798.000000 Penalty: 6079.086914
	Iteration 9F: 3 clusters Score -2.47338e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 199446 members 
Entering Unmasked Estep 
Score: -24742564.000000 Penalty: 6079.086914
	Iteration 10Q: 3 clusters Score -2.474256e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 204901 members 
Entering Unmasked Estep 
Score: -24746902.000000 Penalty: 6079.086914
	Iteration 11Q: 3 clusters Score -2.47469e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 207395 members 
Entering Unmasked Estep 
Score: -24748800.000000 Penalty: 6079.086914
	Iteration 12Q: 3 clusters Score -2.47488e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 208416 members 
Entering Unmasked Estep 
Score: -24749724.000000 Penalty: 6079.086914
	Iteration 13Q: 3 clusters Score -2.474972e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 208885 members 
Entering Unmasked Estep 
Score: -24750068.000000 Penalty: 6079.086914
	Iteration 14Q: 3 clusters Score -2.475007e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 209093 members 
Entering Unmasked Estep 
Score: -24750272.000000 Penalty: 6079.086914
	Iteration 15Q: 3 clusters Score -2.475027e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 209202 members 
Entering Unmasked Estep 
Score: -24750334.000000 Penalty: 6079.086914
	Iteration 16Q: 3 clusters Score -2.475033e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 209262 members 
Entering Unmasked Estep 
Score: -24750388.000000 Penalty: 6079.086914
	Iteration 17Q: 3 clusters Score -2.475039e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 209309 members 
Entering Unmasked Estep 
Score: -24750440.000000 Penalty: 6079.086914
	Iteration 18Q: 3 clusters Score -2.475044e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 209345 members 
Entering Unmasked Estep 
Score: -24750444.000000 Penalty: 6079.086914
	Iteration 19Q: 3 clusters Score -2.475044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 209364 members 
Entering Unmasked Estep 
Score: -24750432.000000 Penalty: 6079.086914
	Iteration 20F: 3 clusters Score -2.475043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 209379 members 
Entering Unmasked Estep 
Score: -24750458.000000 Penalty: 6079.086914
	Iteration 21Q: 3 clusters Score -2.475046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 209386 members 
Entering Unmasked Estep 
Score: -24750482.000000 Penalty: 6079.086914
	Iteration 22Q: 3 clusters Score -2.475048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 209402 members 
Entering Unmasked Estep 
Score: -24750476.000000 Penalty: 6079.086914
	Iteration 23Q: 3 clusters Score -2.475048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 209407 members 
Entering Unmasked Estep 
Score: -24750488.000000 Penalty: 6079.086914
	Iteration 24Q: 3 clusters Score -2.475049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 209416 members 
Entering Unmasked Estep 
Score: -24750498.000000 Penalty: 6079.086914
	Iteration 25Q: 3 clusters Score -2.47505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 209424 members 
Entering Unmasked Estep 
Score: -24750518.000000 Penalty: 6079.086914
	Iteration 26Q: 3 clusters Score -2.475052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 209426 members 
Entering Unmasked Estep 
Score: -24750532.000000 Penalty: 6079.086914
	Iteration 27Q: 3 clusters Score -2.475053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 209433 members 
Entering Unmasked Estep 
Score: -24750528.000000 Penalty: 6079.086914
	Iteration 28Q: 3 clusters Score -2.475053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 209439 members 
Entering Unmasked Estep 
Score: -24750548.000000 Penalty: 6079.086914
	Iteration 29Q: 3 clusters Score -2.475055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 209441 members 
Entering Unmasked Estep 
Score: -24750536.000000 Penalty: 6079.086914
	Iteration 30Q: 3 clusters Score -2.475054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 209447 members 
Entering Unmasked Estep 
Score: -24750550.000000 Penalty: 6079.086914
	Iteration 31Q: 3 clusters Score -2.475055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 209449 members 
Entering Unmasked Estep 
Score: -24750530.000000 Penalty: 6079.086914
	Iteration 32Q: 3 clusters Score -2.475053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 209453 members 
Entering Unmasked Estep 
Score: -24750554.000000 Penalty: 6079.086914
	Iteration 33Q: 3 clusters Score -2.475055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 209459 members 
Entering Unmasked Estep 
Score: -24750534.000000 Penalty: 6079.086914
	Iteration 34Q: 3 clusters Score -2.475053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 209456 members 
Entering Unmasked Estep 
Score: -24750536.000000 Penalty: 6079.086914
	Iteration 35Q: 3 clusters Score -2.475054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 209459 members 
Entering Unmasked Estep 
Score: -24750548.000000 Penalty: 6079.086914
	Iteration 36Q: 3 clusters Score -2.475055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 209461 members 
Entering Unmasked Estep 
Score: -24750546.000000 Penalty: 6079.086914
	Iteration 37Q: 3 clusters Score -2.475055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 209461 members 
Entering Unmasked Estep 
Score: -24750556.000000 Penalty: 6079.086914
	Iteration 38Q: 3 clusters Score -2.475056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 209459 members 
Entering Unmasked Estep 
Score: -24750558.000000 Penalty: 6079.086914
	Iteration 39Q: 3 clusters Score -2.475056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 209461 members 
Entering Unmasked Estep 
Score: -24750554.000000 Penalty: 6079.086914
	Iteration 40F: 3 clusters Score -2.475055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 32424 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 321669 members 
Mstep: Class 7 contains 74400 members 
Mstep: Class 8 contains 45059 members 
Mstep: Class 9 contains 74957 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52064 members 
Mstep: Class 13 contains 329909 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199248 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 36075 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 9363 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5689 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001168.000000 Penalty: 113423.679688
Iteration 359Q: 33 clusters Score -1.840012e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84096 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 31946 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 321815 members 
Mstep: Class 7 contains 74397 members 
Mstep: Class 8 contains 45074 members 
Mstep: Class 9 contains 74965 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52072 members 
Mstep: Class 13 contains 329976 members 
Mstep: Class 14 contains 57203 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199401 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 18970 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 36111 members 
Mstep: Class 21 contains 8533 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 9373 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5681 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184001072.000000 Penalty: 113423.679688
Iteration 360F: 33 clusters Score -1.840011e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84093 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 31519 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 321964 members 
Mstep: Class 7 contains 74417 members 
Mstep: Class 8 contains 45081 members 
Mstep: Class 9 contains 74972 members 
Mstep: Class 10 contains 7844 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52080 members 
Mstep: Class 13 contains 330016 members 
Mstep: Class 14 contains 57240 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199559 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 36138 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 16877 members 
Mstep: Class 23 contains 9380 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5674 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000528.000000 Penalty: 113423.679688
Iteration 361Q: 33 clusters Score -1.840005e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84095 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 31087 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322074 members 
Mstep: Class 7 contains 74433 members 
Mstep: Class 8 contains 45081 members 
Mstep: Class 9 contains 74967 members 
Mstep: Class 10 contains 7863 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52088 members 
Mstep: Class 13 contains 330075 members 
Mstep: Class 14 contains 57254 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199713 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 36179 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 16829 members 
Mstep: Class 23 contains 9394 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5670 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000368.000000 Penalty: 113423.679688
Iteration 362Q: 33 clusters Score -1.840004e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84093 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 30668 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322138 members 
Mstep: Class 7 contains 74467 members 
Mstep: Class 8 contains 45089 members 
Mstep: Class 9 contains 74963 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52093 members 
Mstep: Class 13 contains 330161 members 
Mstep: Class 14 contains 57260 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 199827 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 36220 members 
Mstep: Class 21 contains 8527 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5671 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -184000304.000000 Penalty: 113423.679688
Iteration 363Q: 33 clusters Score -1.840003e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 30264 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322159 members 
Mstep: Class 7 contains 74481 members 
Mstep: Class 8 contains 45105 members 
Mstep: Class 9 contains 74952 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52101 members 
Mstep: Class 13 contains 330274 members 
Mstep: Class 14 contains 57284 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 199944 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 18982 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 36248 members 
Mstep: Class 21 contains 8532 members 
Mstep: Class 22 contains 16769 members 
Mstep: Class 23 contains 9398 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5668 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999616.000000 Penalty: 113423.679688
Iteration 364Q: 33 clusters Score -1.839996e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84093 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 29848 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322192 members 
Mstep: Class 7 contains 74501 members 
Mstep: Class 8 contains 45123 members 
Mstep: Class 9 contains 74948 members 
Mstep: Class 10 contains 7904 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52112 members 
Mstep: Class 13 contains 330338 members 
Mstep: Class 14 contains 57336 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 200058 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 18997 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 36294 members 
Mstep: Class 21 contains 8535 members 
Mstep: Class 22 contains 16729 members 
Mstep: Class 23 contains 9403 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5666 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 6659 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999472.000000 Penalty: 113423.679688
Iteration 365Q: 33 clusters Score -1.839995e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84094 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 29467 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322237 members 
Mstep: Class 7 contains 74523 members 
Mstep: Class 8 contains 45135 members 
Mstep: Class 9 contains 74946 members 
Mstep: Class 10 contains 7919 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52110 members 
Mstep: Class 13 contains 330446 members 
Mstep: Class 14 contains 57379 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 200107 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19007 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 36344 members 
Mstep: Class 21 contains 8539 members 
Mstep: Class 22 contains 16688 members 
Mstep: Class 23 contains 9404 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5668 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 6659 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999088.000000 Penalty: 113423.679688
Iteration 366Q: 33 clusters Score -1.839991e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84095 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 29101 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322254 members 
Mstep: Class 7 contains 74534 members 
Mstep: Class 8 contains 45137 members 
Mstep: Class 9 contains 74937 members 
Mstep: Class 10 contains 7934 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52115 members 
Mstep: Class 13 contains 330554 members 
Mstep: Class 14 contains 57423 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200195 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19017 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 36405 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 16646 members 
Mstep: Class 23 contains 9407 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5667 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 6659 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999056.000000 Penalty: 113423.679688
Iteration 367Q: 33 clusters Score -1.839991e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84096 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 28750 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322258 members 
Mstep: Class 7 contains 74551 members 
Mstep: Class 8 contains 45153 members 
Mstep: Class 9 contains 74937 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52120 members 
Mstep: Class 13 contains 330650 members 
Mstep: Class 14 contains 57459 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200263 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 16602 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5665 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999264.000000 Penalty: 113423.679688
Iteration 368Q: 33 clusters Score -1.839993e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84095 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 28410 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322216 members 
Mstep: Class 7 contains 74583 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 74942 members 
Mstep: Class 10 contains 7963 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52121 members 
Mstep: Class 13 contains 330772 members 
Mstep: Class 14 contains 57497 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200325 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19043 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 36486 members 
Mstep: Class 21 contains 8548 members 
Mstep: Class 22 contains 16565 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5661 members 
Mstep: Class 27 contains 3622 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999376.000000 Penalty: 113423.679688
Iteration 369Q: 33 clusters Score -1.839994e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84094 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 28066 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322228 members 
Mstep: Class 7 contains 74622 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 9 contains 74949 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52121 members 
Mstep: Class 13 contains 330841 members 
Mstep: Class 14 contains 57534 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200392 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19050 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 36537 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 16511 members 
Mstep: Class 23 contains 9425 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5660 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 210950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999104.000000 Penalty: 113423.679688
Iteration 370Q: 33 clusters Score -1.839991e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84087 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 27700 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322267 members 
Mstep: Class 7 contains 74659 members 
Mstep: Class 8 contains 45229 members 
Mstep: Class 9 contains 74942 members 
Mstep: Class 10 contains 8008 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52119 members 
Mstep: Class 13 contains 330920 members 
Mstep: Class 14 contains 57575 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200461 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19056 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 36600 members 
Mstep: Class 21 contains 8548 members 
Mstep: Class 22 contains 16459 members 
Mstep: Class 23 contains 9425 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998800.000000 Penalty: 113423.679688
Iteration 371Q: 33 clusters Score -1.839988e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84089 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 27290 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 322325 members 
Mstep: Class 7 contains 74710 members 
Mstep: Class 8 contains 45249 members 
Mstep: Class 9 contains 74930 members 
Mstep: Class 10 contains 8030 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52112 members 
Mstep: Class 13 contains 331037 members 
Mstep: Class 14 contains 57599 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200506 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36652 members 
Mstep: Class 21 contains 8544 members 
Mstep: Class 22 contains 16404 members 
Mstep: Class 23 contains 9425 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5652 members 
Mstep: Class 27 contains 3621 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999008.000000 Penalty: 113423.679688
Iteration 372Q: 33 clusters Score -1.83999e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84089 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 26885 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322355 members 
Mstep: Class 7 contains 74758 members 
Mstep: Class 8 contains 45265 members 
Mstep: Class 9 contains 74910 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52106 members 
Mstep: Class 13 contains 331154 members 
Mstep: Class 14 contains 57630 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200543 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19077 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36701 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 16346 members 
Mstep: Class 23 contains 9426 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5648 members 
Mstep: Class 27 contains 3619 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998656.000000 Penalty: 113423.679688
Iteration 373Q: 33 clusters Score -1.839987e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84088 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 26500 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322429 members 
Mstep: Class 7 contains 74806 members 
Mstep: Class 8 contains 45288 members 
Mstep: Class 9 contains 74896 members 
Mstep: Class 10 contains 8090 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52112 members 
Mstep: Class 13 contains 331211 members 
Mstep: Class 14 contains 57683 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200562 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36749 members 
Mstep: Class 21 contains 8551 members 
Mstep: Class 22 contains 16289 members 
Mstep: Class 23 contains 9436 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5647 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997920.000000 Penalty: 113423.679688
Iteration 374Q: 33 clusters Score -1.839979e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84089 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 26145 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322470 members 
Mstep: Class 7 contains 74865 members 
Mstep: Class 8 contains 45304 members 
Mstep: Class 9 contains 74889 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52111 members 
Mstep: Class 13 contains 331289 members 
Mstep: Class 14 contains 57716 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200602 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19086 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36798 members 
Mstep: Class 21 contains 8551 members 
Mstep: Class 22 contains 16224 members 
Mstep: Class 23 contains 9445 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5643 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 6657 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997424.000000 Penalty: 113423.679688
Iteration 375Q: 33 clusters Score -1.839974e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84084 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 25814 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322406 members 
Mstep: Class 7 contains 74933 members 
Mstep: Class 8 contains 45329 members 
Mstep: Class 9 contains 74877 members 
Mstep: Class 10 contains 8130 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52101 members 
Mstep: Class 13 contains 331378 members 
Mstep: Class 14 contains 57784 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200639 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19092 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36830 members 
Mstep: Class 21 contains 8550 members 
Mstep: Class 22 contains 16180 members 
Mstep: Class 23 contains 9447 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5640 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 6657 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997904.000000 Penalty: 113423.679688
Iteration 376Q: 33 clusters Score -1.839979e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84077 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 25487 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322369 members 
Mstep: Class 7 contains 75002 members 
Mstep: Class 8 contains 45359 members 
Mstep: Class 9 contains 74858 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52094 members 
Mstep: Class 13 contains 331452 members 
Mstep: Class 14 contains 57845 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200650 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 19097 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36860 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 16137 members 
Mstep: Class 23 contains 9447 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5639 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997744.000000 Penalty: 113423.679688
Iteration 377Q: 33 clusters Score -1.839977e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 25163 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322390 members 
Mstep: Class 7 contains 75055 members 
Mstep: Class 8 contains 45378 members 
Mstep: Class 9 contains 74856 members 
Mstep: Class 10 contains 8187 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52093 members 
Mstep: Class 13 contains 331508 members 
Mstep: Class 14 contains 57893 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200683 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19101 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 36897 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 16090 members 
Mstep: Class 23 contains 9454 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997824.000000 Penalty: 113423.679688
Iteration 378Q: 33 clusters Score -1.839978e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84072 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 24882 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322310 members 
Mstep: Class 7 contains 75113 members 
Mstep: Class 8 contains 45410 members 
Mstep: Class 9 contains 74849 members 
Mstep: Class 10 contains 8218 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52102 members 
Mstep: Class 13 contains 331631 members 
Mstep: Class 14 contains 57918 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200722 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19099 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 36924 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 16033 members 
Mstep: Class 23 contains 9458 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5637 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997952.000000 Penalty: 113423.679688
Iteration 379Q: 33 clusters Score -1.83998e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 24586 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322303 members 
Mstep: Class 7 contains 75158 members 
Mstep: Class 8 contains 45437 members 
Mstep: Class 9 contains 74848 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52092 members 
Mstep: Class 13 contains 331747 members 
Mstep: Class 14 contains 57946 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200772 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19101 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 36949 members 
Mstep: Class 21 contains 8559 members 
Mstep: Class 22 contains 15971 members 
Mstep: Class 23 contains 9466 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5634 members 
Mstep: Class 27 contains 3613 members 
Mstep: Class 28 contains 6655 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997952.000000 Penalty: 113423.679688
Iteration 380F: 33 clusters Score -1.83998e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84060 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 24337 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322259 members 
Mstep: Class 7 contains 75202 members 
Mstep: Class 8 contains 45467 members 
Mstep: Class 9 contains 74839 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52090 members 
Mstep: Class 13 contains 331882 members 
Mstep: Class 14 contains 57972 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 200806 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19099 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 36978 members 
Mstep: Class 21 contains 8558 members 
Mstep: Class 22 contains 15892 members 
Mstep: Class 23 contains 9466 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5629 members 
Mstep: Class 27 contains 3612 members 
Mstep: Class 28 contains 6654 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 211940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997776.000000 Penalty: 113423.679688
Iteration 381Q: 33 clusters Score -1.839978e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84058 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322274 members 
Mstep: Class 7 contains 75262 members 
Mstep: Class 8 contains 45486 members 
Mstep: Class 9 contains 74845 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52090 members 
Mstep: Class 13 contains 331975 members 
Mstep: Class 14 contains 57999 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200848 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19089 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 37001 members 
Mstep: Class 21 contains 8559 members 
Mstep: Class 22 contains 15818 members 
Mstep: Class 23 contains 9474 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5627 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 6652 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997840.000000 Penalty: 113423.679688
Iteration 382Q: 33 clusters Score -1.839978e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 23768 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322331 members 
Mstep: Class 7 contains 75321 members 
Mstep: Class 8 contains 45511 members 
Mstep: Class 9 contains 74833 members 
Mstep: Class 10 contains 8292 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52089 members 
Mstep: Class 13 contains 332078 members 
Mstep: Class 14 contains 58025 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200888 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19077 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 37027 members 
Mstep: Class 21 contains 8558 members 
Mstep: Class 22 contains 15731 members 
Mstep: Class 23 contains 9471 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5628 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 6651 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997712.000000 Penalty: 113423.679688
Iteration 383Q: 33 clusters Score -1.839977e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 23512 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322339 members 
Mstep: Class 7 contains 75377 members 
Mstep: Class 8 contains 45534 members 
Mstep: Class 9 contains 74832 members 
Mstep: Class 10 contains 8317 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52082 members 
Mstep: Class 13 contains 332139 members 
Mstep: Class 14 contains 58064 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200937 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19067 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 37057 members 
Mstep: Class 21 contains 8557 members 
Mstep: Class 22 contains 15664 members 
Mstep: Class 23 contains 9474 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5628 members 
Mstep: Class 27 contains 3608 members 
Mstep: Class 28 contains 6651 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997776.000000 Penalty: 113423.679688
Iteration 384Q: 33 clusters Score -1.839978e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 23240 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322350 members 
Mstep: Class 7 contains 75450 members 
Mstep: Class 8 contains 45547 members 
Mstep: Class 9 contains 74834 members 
Mstep: Class 10 contains 8350 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52087 members 
Mstep: Class 13 contains 332156 members 
Mstep: Class 14 contains 58121 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 200988 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19066 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 37082 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 15605 members 
Mstep: Class 23 contains 9483 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5626 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 6650 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997824.000000 Penalty: 113423.679688
Iteration 385Q: 33 clusters Score -1.839978e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 22969 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322394 members 
Mstep: Class 7 contains 75498 members 
Mstep: Class 8 contains 45570 members 
Mstep: Class 9 contains 74827 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52089 members 
Mstep: Class 13 contains 332239 members 
Mstep: Class 14 contains 58159 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201017 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19065 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 37111 members 
Mstep: Class 21 contains 8553 members 
Mstep: Class 22 contains 15549 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5623 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997744.000000 Penalty: 113423.679688
Iteration 386Q: 33 clusters Score -1.839977e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 22681 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322405 members 
Mstep: Class 7 contains 75535 members 
Mstep: Class 8 contains 45586 members 
Mstep: Class 9 contains 74819 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52095 members 
Mstep: Class 13 contains 332351 members 
Mstep: Class 14 contains 58193 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201047 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19065 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 37145 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 15492 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5622 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997616.000000 Penalty: 113423.679688
Iteration 387Q: 33 clusters Score -1.839976e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84067 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 22405 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322407 members 
Mstep: Class 7 contains 75586 members 
Mstep: Class 8 contains 45612 members 
Mstep: Class 9 contains 74803 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52094 members 
Mstep: Class 13 contains 332411 members 
Mstep: Class 14 contains 58227 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 201082 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19056 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 37178 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 15427 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5618 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997520.000000 Penalty: 113423.679688
Iteration 388Q: 33 clusters Score -1.839975e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84067 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 22143 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322307 members 
Mstep: Class 7 contains 75630 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 74784 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52098 members 
Mstep: Class 13 contains 332483 members 
Mstep: Class 14 contains 58274 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 201123 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19051 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 37222 members 
Mstep: Class 21 contains 8553 members 
Mstep: Class 22 contains 15377 members 
Mstep: Class 23 contains 9504 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5616 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997328.000000 Penalty: 113423.679688
Iteration 389Q: 33 clusters Score -1.839973e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84072 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 21846 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 322206 members 
Mstep: Class 7 contains 75677 members 
Mstep: Class 8 contains 45648 members 
Mstep: Class 9 contains 74762 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52100 members 
Mstep: Class 13 contains 332604 members 
Mstep: Class 14 contains 58312 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 201160 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19041 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 37260 members 
Mstep: Class 21 contains 8558 members 
Mstep: Class 22 contains 15338 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5614 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997088.000000 Penalty: 113423.679688
Iteration 390Q: 33 clusters Score -1.839971e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84077 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 21544 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322161 members 
Mstep: Class 7 contains 75724 members 
Mstep: Class 8 contains 45663 members 
Mstep: Class 9 contains 74744 members 
Mstep: Class 10 contains 8580 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52103 members 
Mstep: Class 13 contains 332680 members 
Mstep: Class 14 contains 58347 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 201233 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19029 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 37287 members 
Mstep: Class 21 contains 8558 members 
Mstep: Class 22 contains 15296 members 
Mstep: Class 23 contains 9496 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5613 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997184.000000 Penalty: 113423.679688
Iteration 391Q: 33 clusters Score -1.839972e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84084 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 21228 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322170 members 
Mstep: Class 7 contains 75751 members 
Mstep: Class 8 contains 45683 members 
Mstep: Class 9 contains 74734 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52103 members 
Mstep: Class 13 contains 332719 members 
Mstep: Class 14 contains 58383 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201324 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 37307 members 
Mstep: Class 21 contains 8560 members 
Mstep: Class 22 contains 15254 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5612 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996976.000000 Penalty: 113423.679688
Iteration 392Q: 33 clusters Score -1.83997e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84083 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 20942 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322172 members 
Mstep: Class 7 contains 75773 members 
Mstep: Class 8 contains 45704 members 
Mstep: Class 9 contains 74717 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52104 members 
Mstep: Class 13 contains 332774 members 
Mstep: Class 14 contains 58427 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201383 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 37324 members 
Mstep: Class 21 contains 8558 members 
Mstep: Class 22 contains 15206 members 
Mstep: Class 23 contains 9493 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5612 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996896.000000 Penalty: 113423.679688
Iteration 393Q: 33 clusters Score -1.839969e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84082 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 20675 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322110 members 
Mstep: Class 7 contains 75785 members 
Mstep: Class 8 contains 45723 members 
Mstep: Class 9 contains 74697 members 
Mstep: Class 10 contains 8763 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52105 members 
Mstep: Class 13 contains 332864 members 
Mstep: Class 14 contains 58465 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201478 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 37341 members 
Mstep: Class 21 contains 8560 members 
Mstep: Class 22 contains 15153 members 
Mstep: Class 23 contains 9493 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5611 members 
Mstep: Class 27 contains 3598 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996784.000000 Penalty: 113423.679688
Iteration 394Q: 33 clusters Score -1.839968e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84084 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 20404 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322109 members 
Mstep: Class 7 contains 75813 members 
Mstep: Class 8 contains 45739 members 
Mstep: Class 9 contains 74670 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52108 members 
Mstep: Class 13 contains 332918 members 
Mstep: Class 14 contains 58492 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201583 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 19029 members 
Mstep: Class 19 contains 1431 members 
Mstep: Class 20 contains 37356 members 
Mstep: Class 21 contains 8566 members 
Mstep: Class 22 contains 15108 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996832.000000 Penalty: 113423.679688
Iteration 395Q: 33 clusters Score -1.839968e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 20128 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 322071 members 
Mstep: Class 7 contains 75850 members 
Mstep: Class 8 contains 45750 members 
Mstep: Class 9 contains 74656 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52105 members 
Mstep: Class 13 contains 332952 members 
Mstep: Class 14 contains 58530 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201683 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 19036 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 37389 members 
Mstep: Class 21 contains 8568 members 
Mstep: Class 22 contains 15072 members 
Mstep: Class 23 contains 9493 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5605 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996736.000000 Penalty: 113423.679688
Iteration 396Q: 33 clusters Score -1.839967e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19874 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322055 members 
Mstep: Class 7 contains 75887 members 
Mstep: Class 8 contains 45756 members 
Mstep: Class 9 contains 74641 members 
Mstep: Class 10 contains 8955 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52106 members 
Mstep: Class 13 contains 332991 members 
Mstep: Class 14 contains 58566 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201764 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 37408 members 
Mstep: Class 21 contains 8571 members 
Mstep: Class 22 contains 15036 members 
Mstep: Class 23 contains 9491 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5604 members 
Mstep: Class 27 contains 3594 members 
Mstep: Class 28 contains 6647 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 212939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997184.000000 Penalty: 113423.679688
Iteration 397Q: 33 clusters Score -1.839972e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19584 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322029 members 
Mstep: Class 7 contains 75915 members 
Mstep: Class 8 contains 45774 members 
Mstep: Class 9 contains 74636 members 
Mstep: Class 10 contains 9046 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52108 members 
Mstep: Class 13 contains 333010 members 
Mstep: Class 14 contains 58606 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201851 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 19033 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 37436 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 14989 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 3591 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997264.000000 Penalty: 113423.679688
Iteration 398Q: 33 clusters Score -1.839973e+08 nChanged 1367
Entering ConstructFrom: 
Score: -183997264.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21873.740234 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21873.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22042.398438 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -22042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22132.062500 Penalty: 2736.656494
	Iteration 2F: 3 clusters Score -22132.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22180.990234 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22180.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22244.640625 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -22244.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22289.904297 Penalty: 2736.656494
	Iteration 5Q: 3 clusters Score -22289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22353.794922 Penalty: 2736.656494
	Iteration 6Q: 3 clusters Score -22353.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22368.371094 Penalty: 2736.656494
	Iteration 7Q: 3 clusters Score -22368.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22376.941406 Penalty: 2736.656494
	Iteration 8Q: 3 clusters Score -22376.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22376.941406 Penalty: 2736.656494
	Iteration 9F: 3 clusters Score -22376.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Entering Unmasked Estep 
Score: -9789999.000000 Penalty: 2812.210693
	Iteration 0F: 2 clusters Score -9789999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -9733615.000000 Penalty: 5624.421387
	Iteration 0F: 3 clusters Score -9733615 nChanged 39781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -9756234.000000 Penalty: 5624.421387
	Iteration 1F: 3 clusters Score -9756234 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -9757426.000000 Penalty: 5624.421387
	Iteration 2Q: 3 clusters Score -9757426 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -9759032.000000 Penalty: 5624.421387
	Iteration 3Q: 3 clusters Score -9759032 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -9761364.000000 Penalty: 5624.421387
	Iteration 4Q: 3 clusters Score -9761364 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -9764462.000000 Penalty: 5624.421387
	Iteration 5F: 3 clusters Score -9764462 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -9768428.000000 Penalty: 5624.421387
	Iteration 6F: 3 clusters Score -9768428 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -9772681.000000 Penalty: 5624.421387
	Iteration 7F: 3 clusters Score -9772681 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -9776556.000000 Penalty: 5624.421387
	Iteration 8F: 3 clusters Score -9776556 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -9779504.000000 Penalty: 5624.421387
	Iteration 9F: 3 clusters Score -9779504 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -9781442.000000 Penalty: 5624.421387
	Iteration 10Q: 3 clusters Score -9781442 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -9782757.000000 Penalty: 5624.421387
	Iteration 11Q: 3 clusters Score -9782757 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -9783586.000000 Penalty: 5624.421387
	Iteration 12Q: 3 clusters Score -9783586 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -9784190.000000 Penalty: 5624.421387
	Iteration 13Q: 3 clusters Score -9784190 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -9784678.000000 Penalty: 5624.421387
	Iteration 14Q: 3 clusters Score -9784678 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -9785046.000000 Penalty: 5624.421387
	Iteration 15Q: 3 clusters Score -9785046 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -9785347.000000 Penalty: 5624.421387
	Iteration 16Q: 3 clusters Score -9785347 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -9785631.000000 Penalty: 5624.421387
	Iteration 17Q: 3 clusters Score -9785631 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -9785857.000000 Penalty: 5624.421387
	Iteration 18Q: 3 clusters Score -9785857 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -9786099.000000 Penalty: 5624.421387
	Iteration 19Q: 3 clusters Score -9786099 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -9786300.000000 Penalty: 5624.421387
	Iteration 20F: 3 clusters Score -9786300 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -9786535.000000 Penalty: 5624.421387
	Iteration 21Q: 3 clusters Score -9786535 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -9786743.000000 Penalty: 5624.421387
	Iteration 22Q: 3 clusters Score -9786743 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -9786939.000000 Penalty: 5624.421387
	Iteration 23Q: 3 clusters Score -9786939 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9787118.000000 Penalty: 5624.421387
	Iteration 24Q: 3 clusters Score -9787118 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -9787280.000000 Penalty: 5624.421387
	Iteration 25Q: 3 clusters Score -9787280 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -9787416.000000 Penalty: 5624.421387
	Iteration 26Q: 3 clusters Score -9787416 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -9787545.000000 Penalty: 5624.421387
	Iteration 27Q: 3 clusters Score -9787545 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -9787643.000000 Penalty: 5624.421387
	Iteration 28Q: 3 clusters Score -9787643 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -9787697.000000 Penalty: 5624.421387
	Iteration 29Q: 3 clusters Score -9787697 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -9787811.000000 Penalty: 5624.421387
	Iteration 30Q: 3 clusters Score -9787811 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9787884.000000 Penalty: 5624.421387
	Iteration 31Q: 3 clusters Score -9787884 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9787956.000000 Penalty: 5624.421387
	Iteration 32Q: 3 clusters Score -9787956 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9788009.000000 Penalty: 5624.421387
	Iteration 33Q: 3 clusters Score -9788009 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9788093.000000 Penalty: 5624.421387
	Iteration 34Q: 3 clusters Score -9788093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9788119.000000 Penalty: 5624.421387
	Iteration 35Q: 3 clusters Score -9788119 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9788167.000000 Penalty: 5624.421387
	Iteration 36Q: 3 clusters Score -9788167 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9788226.000000 Penalty: 5624.421387
	Iteration 37Q: 3 clusters Score -9788226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9788291.000000 Penalty: 5624.421387
	Iteration 38Q: 3 clusters Score -9788291 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9788323.000000 Penalty: 5624.421387
	Iteration 39Q: 3 clusters Score -9788323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9788346.000000 Penalty: 5624.421387
	Iteration 40F: 3 clusters Score -9788346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9788383.000000 Penalty: 5624.421387
	Iteration 41Q: 3 clusters Score -9788383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9788393.000000 Penalty: 5624.421387
	Iteration 42Q: 3 clusters Score -9788393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9788414.000000 Penalty: 5624.421387
	Iteration 43Q: 3 clusters Score -9788414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9788425.000000 Penalty: 5624.421387
	Iteration 44Q: 3 clusters Score -9788425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9788431.000000 Penalty: 5624.421387
	Iteration 45Q: 3 clusters Score -9788431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9788436.000000 Penalty: 5624.421387
	Iteration 46Q: 3 clusters Score -9788436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9788452.000000 Penalty: 5624.421387
	Iteration 47Q: 3 clusters Score -9788452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9788452.000000 Penalty: 5624.421387
	Iteration 48Q: 3 clusters Score -9788452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9788455.000000 Penalty: 5624.421387
	Iteration 49Q: 3 clusters Score -9788455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9788468.000000 Penalty: 5624.421387
	Iteration 50Q: 3 clusters Score -9788468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9788464.000000 Penalty: 5624.421387
	Iteration 51Q: 3 clusters Score -9788464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9788469.000000 Penalty: 5624.421387
	Iteration 52Q: 3 clusters Score -9788469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9788475.000000 Penalty: 5624.421387
	Iteration 53Q: 3 clusters Score -9788475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9788478.000000 Penalty: 5624.421387
	Iteration 54Q: 3 clusters Score -9788478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9788486.000000 Penalty: 5624.421387
	Iteration 55Q: 3 clusters Score -9788486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9788469.000000 Penalty: 5624.421387
	Iteration 56Q: 3 clusters Score -9788469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9788489.000000 Penalty: 5624.421387
	Iteration 57Q: 3 clusters Score -9788489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9788486.000000 Penalty: 5624.421387
	Iteration 58Q: 3 clusters Score -9788486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9788501.000000 Penalty: 5624.421387
	Iteration 59Q: 3 clusters Score -9788501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9788509.000000 Penalty: 5624.421387
	Iteration 60F: 3 clusters Score -9788509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9788507.000000 Penalty: 5624.421387
	Iteration 61Q: 3 clusters Score -9788507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9788510.000000 Penalty: 5624.421387
	Iteration 62Q: 3 clusters Score -9788510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9788514.000000 Penalty: 5624.421387
	Iteration 63Q: 3 clusters Score -9788514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9788513.000000 Penalty: 5624.421387
	Iteration 64Q: 3 clusters Score -9788513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9788510.000000 Penalty: 5624.421387
	Iteration 65Q: 3 clusters Score -9788510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9788513.000000 Penalty: 5624.421387
	Iteration 66Q: 3 clusters Score -9788513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9788514.000000 Penalty: 5624.421387
	Iteration 67Q: 3 clusters Score -9788514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9788510.000000 Penalty: 5624.421387
	Iteration 68Q: 3 clusters Score -9788510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9788513.000000 Penalty: 5624.421387
	Iteration 69Q: 3 clusters Score -9788513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9788516.000000 Penalty: 5624.421387
	Iteration 70Q: 3 clusters Score -9788516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9788521.000000 Penalty: 5624.421387
	Iteration 71Q: 3 clusters Score -9788521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9788523.000000 Penalty: 5624.421387
	Iteration 72Q: 3 clusters Score -9788523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9788524.000000 Penalty: 5624.421387
	Iteration 73Q: 3 clusters Score -9788524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9788527.000000 Penalty: 5624.421387
	Iteration 74Q: 3 clusters Score -9788527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9788523.000000 Penalty: 5624.421387
	Iteration 75Q: 3 clusters Score -9788523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9788527.000000 Penalty: 5624.421387
	Iteration 76Q: 3 clusters Score -9788527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9788526.000000 Penalty: 5624.421387
	Iteration 77Q: 3 clusters Score -9788526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9788529.000000 Penalty: 5624.421387
	Iteration 78Q: 3 clusters Score -9788529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9788531.000000 Penalty: 5624.421387
	Iteration 79Q: 3 clusters Score -9788531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9788532.000000 Penalty: 5624.421387
	Iteration 80F: 3 clusters Score -9788532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9788524.000000 Penalty: 5624.421387
	Iteration 81Q: 3 clusters Score -9788524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9788529.000000 Penalty: 5624.421387
	Iteration 82Q: 3 clusters Score -9788529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9788533.000000 Penalty: 5624.421387
	Iteration 83Q: 3 clusters Score -9788533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9788533.000000 Penalty: 5624.421387
	Iteration 84F: 3 clusters Score -9788533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36348.343750 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36348.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36494.960938 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36494.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36541.476562 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36541.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36559.792969 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36559.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36561.105469 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36561.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36561.105469 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -36561.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Entering Unmasked Estep 
Score: -2270404.500000 Penalty: 2447.010986
	Iteration 0F: 2 clusters Score -2270404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2256871.000000 Penalty: 4894.021973
	Iteration 0F: 3 clusters Score -2256871 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2261359.750000 Penalty: 4894.021973
	Iteration 1F: 3 clusters Score -2261360 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2261909.250000 Penalty: 4894.021973
	Iteration 2F: 3 clusters Score -2261909 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2262517.500000 Penalty: 4894.021973
	Iteration 3F: 3 clusters Score -2262518 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2263192.000000 Penalty: 4894.021973
	Iteration 4F: 3 clusters Score -2263192 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2263966.750000 Penalty: 4894.021973
	Iteration 5F: 3 clusters Score -2263967 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2264806.500000 Penalty: 4894.021973
	Iteration 6F: 3 clusters Score -2264806 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2265657.250000 Penalty: 4894.021973
	Iteration 7F: 3 clusters Score -2265657 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2266447.250000 Penalty: 4894.021973
	Iteration 8F: 3 clusters Score -2266447 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2266942.500000 Penalty: 4894.021973
	Iteration 9Q: 3 clusters Score -2266942 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2267250.500000 Penalty: 4894.021973
	Iteration 10Q: 3 clusters Score -2267250 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2267475.000000 Penalty: 4894.021973
	Iteration 11Q: 3 clusters Score -2267475 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2267673.000000 Penalty: 4894.021973
	Iteration 12Q: 3 clusters Score -2267673 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2267843.750000 Penalty: 4894.021973
	Iteration 13Q: 3 clusters Score -2267844 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2268000.500000 Penalty: 4894.021973
	Iteration 14Q: 3 clusters Score -2268000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2268119.000000 Penalty: 4894.021973
	Iteration 15Q: 3 clusters Score -2268119 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2268204.500000 Penalty: 4894.021973
	Iteration 16Q: 3 clusters Score -2268204 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2268278.750000 Penalty: 4894.021973
	Iteration 17Q: 3 clusters Score -2268279 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2268351.500000 Penalty: 4894.021973
	Iteration 18Q: 3 clusters Score -2268352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2268400.250000 Penalty: 4894.021973
	Iteration 19Q: 3 clusters Score -2268400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2268456.000000 Penalty: 4894.021973
	Iteration 20F: 3 clusters Score -2268456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2268496.750000 Penalty: 4894.021973
	Iteration 21Q: 3 clusters Score -2268497 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2268544.750000 Penalty: 4894.021973
	Iteration 22Q: 3 clusters Score -2268545 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2268580.250000 Penalty: 4894.021973
	Iteration 23Q: 3 clusters Score -2268580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2268611.000000 Penalty: 4894.021973
	Iteration 24Q: 3 clusters Score -2268611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2268645.250000 Penalty: 4894.021973
	Iteration 25Q: 3 clusters Score -2268645 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2268661.250000 Penalty: 4894.021973
	Iteration 26Q: 3 clusters Score -2268661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2268675.500000 Penalty: 4894.021973
	Iteration 27Q: 3 clusters Score -2268676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2268695.250000 Penalty: 4894.021973
	Iteration 28Q: 3 clusters Score -2268695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2268709.750000 Penalty: 4894.021973
	Iteration 29Q: 3 clusters Score -2268710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2268710.000000 Penalty: 4894.021973
	Iteration 30Q: 3 clusters Score -2268710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2268722.000000 Penalty: 4894.021973
	Iteration 31Q: 3 clusters Score -2268722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2268728.750000 Penalty: 4894.021973
	Iteration 32Q: 3 clusters Score -2268729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2268732.000000 Penalty: 4894.021973
	Iteration 33Q: 3 clusters Score -2268732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2268740.750000 Penalty: 4894.021973
	Iteration 34Q: 3 clusters Score -2268741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2268752.000000 Penalty: 4894.021973
	Iteration 35Q: 3 clusters Score -2268752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2268753.000000 Penalty: 4894.021973
	Iteration 36Q: 3 clusters Score -2268753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2268758.250000 Penalty: 4894.021973
	Iteration 37Q: 3 clusters Score -2268758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2268756.500000 Penalty: 4894.021973
	Iteration 38Q: 3 clusters Score -2268756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2268759.750000 Penalty: 4894.021973
	Iteration 39Q: 3 clusters Score -2268760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2268765.000000 Penalty: 4894.021973
	Iteration 40F: 3 clusters Score -2268765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2268763.750000 Penalty: 4894.021973
	Iteration 41Q: 3 clusters Score -2268764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2268771.000000 Penalty: 4894.021973
	Iteration 42Q: 3 clusters Score -2268771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2268776.000000 Penalty: 4894.021973
	Iteration 43Q: 3 clusters Score -2268776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2268779.500000 Penalty: 4894.021973
	Iteration 44Q: 3 clusters Score -2268780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2268778.500000 Penalty: 4894.021973
	Iteration 45Q: 3 clusters Score -2268778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2268785.750000 Penalty: 4894.021973
	Iteration 46Q: 3 clusters Score -2268786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2268785.750000 Penalty: 4894.021973
	Iteration 47Q: 3 clusters Score -2268786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2268784.250000 Penalty: 4894.021973
	Iteration 48Q: 3 clusters Score -2268784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2268788.250000 Penalty: 4894.021973
	Iteration 49Q: 3 clusters Score -2268788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2268791.500000 Penalty: 4894.021973
	Iteration 50Q: 3 clusters Score -2268792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2268787.250000 Penalty: 4894.021973
	Iteration 51Q: 3 clusters Score -2268787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2268793.000000 Penalty: 4894.021973
	Iteration 52Q: 3 clusters Score -2268793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2268794.000000 Penalty: 4894.021973
	Iteration 53Q: 3 clusters Score -2268794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2268795.500000 Penalty: 4894.021973
	Iteration 54Q: 3 clusters Score -2268796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2268797.000000 Penalty: 4894.021973
	Iteration 55Q: 3 clusters Score -2268797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2268795.500000 Penalty: 4894.021973
	Iteration 56Q: 3 clusters Score -2268796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2268798.750000 Penalty: 4894.021973
	Iteration 57Q: 3 clusters Score -2268799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2268793.250000 Penalty: 4894.021973
	Iteration 58Q: 3 clusters Score -2268793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2268795.500000 Penalty: 4894.021973
	Iteration 59Q: 3 clusters Score -2268796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2268795.000000 Penalty: 4894.021973
	Iteration 60F: 3 clusters Score -2268795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -221994.640625 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -221994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219400.609375 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -219400.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219836.437500 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -219836.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219956.718750 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -219956.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -220022.531250 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -220022.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -220056.125000 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -220056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220073.328125 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -220073.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -220084.437500 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -220084.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -220092.703125 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -220092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -220099.953125 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -220100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220108.843750 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -220108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -220115.265625 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -220115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -220120.171875 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -220120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -220124.500000 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -220124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -220125.250000 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -220125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220125.968750 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -220126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -220126.609375 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -220126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220129.453125 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -220129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -220134.125000 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -220134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -220138.015625 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -220138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220140.328125 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -220140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -220142.578125 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -220142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -220144.671875 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -220144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220146.343750 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -220146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -220146.343750 Penalty: 3753.659912
	Iteration 23F: 3 clusters Score -220146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (322095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322095 members 
Entering Unmasked Estep 
Score: -37638192.000000 Penalty: 3145.285156
	Iteration 0F: 2 clusters Score -3.763819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161188 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -37431132.000000 Penalty: 6290.570312
	Iteration 0F: 3 clusters Score -3.743113e+07 nChanged 156070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164384 members 
Mstep: Class 2 contains 157711 members 
Entering Unmasked Estep 
Score: -37524008.000000 Penalty: 6290.570312
	Iteration 1F: 3 clusters Score -3.752401e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 155426 members 
Entering Unmasked Estep 
Score: -37525648.000000 Penalty: 6290.570312
	Iteration 2Q: 3 clusters Score -3.752565e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -37527536.000000 Penalty: 6290.570312
	Iteration 3Q: 3 clusters Score -3.752754e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175566 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -37530072.000000 Penalty: 6290.570312
	Iteration 4Q: 3 clusters Score -3.753007e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 138545 members 
Entering Unmasked Estep 
Score: -37534004.000000 Penalty: 6290.570312
	Iteration 5Q: 3 clusters Score -3.7534e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195106 members 
Mstep: Class 2 contains 126989 members 
Entering Unmasked Estep 
Score: -37540568.000000 Penalty: 6290.570312
	Iteration 6Q: 3 clusters Score -3.754057e+07 nChanged 18307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211223 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -37551076.000000 Penalty: 6290.570312
	Iteration 7F: 3 clusters Score -3.755108e+07 nChanged 21800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231663 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -37566320.000000 Penalty: 6290.570312
	Iteration 8F: 3 clusters Score -3.756632e+07 nChanged 23126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -37585044.000000 Penalty: 6290.570312
	Iteration 9F: 3 clusters Score -3.758504e+07 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274228 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -37603048.000000 Penalty: 6290.570312
	Iteration 10F: 3 clusters Score -3.760305e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289615 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -37616900.000000 Penalty: 6290.570312
	Iteration 11Q: 3 clusters Score -3.76169e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300080 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -37626040.000000 Penalty: 6290.570312
	Iteration 12Q: 3 clusters Score -3.762604e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307249 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -37632236.000000 Penalty: 6290.570312
	Iteration 13Q: 3 clusters Score -3.763224e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312374 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -37635156.000000 Penalty: 6290.570312
	Iteration 14Q: 3 clusters Score -3.763516e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315834 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -37636076.000000 Penalty: 6290.570312
	Iteration 15Q: 3 clusters Score -3.763608e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317962 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -37636288.000000 Penalty: 6290.570312
	Iteration 16Q: 3 clusters Score -3.763629e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319225 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -37636388.000000 Penalty: 6290.570312
	Iteration 17Q: 3 clusters Score -3.763639e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319993 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -37636480.000000 Penalty: 6290.570312
	Iteration 18Q: 3 clusters Score -3.763648e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320431 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -37636424.000000 Penalty: 6290.570312
	Iteration 19Q: 3 clusters Score -3.763642e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320701 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -37636448.000000 Penalty: 6290.570312
	Iteration 20F: 3 clusters Score -3.763645e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320859 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -37636408.000000 Penalty: 6290.570312
	Iteration 21Q: 3 clusters Score -3.763641e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320955 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -37636412.000000 Penalty: 6290.570312
	Iteration 22Q: 3 clusters Score -3.763641e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321021 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -37636380.000000 Penalty: 6290.570312
	Iteration 23Q: 3 clusters Score -3.763638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321055 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -37636368.000000 Penalty: 6290.570312
	Iteration 24Q: 3 clusters Score -3.763637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321076 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -37636388.000000 Penalty: 6290.570312
	Iteration 25Q: 3 clusters Score -3.763639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321094 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -37636416.000000 Penalty: 6290.570312
	Iteration 26Q: 3 clusters Score -3.763642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321110 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -37636436.000000 Penalty: 6290.570312
	Iteration 27Q: 3 clusters Score -3.763644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321126 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -37636428.000000 Penalty: 6290.570312
	Iteration 28Q: 3 clusters Score -3.763643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321134 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -37636396.000000 Penalty: 6290.570312
	Iteration 29Q: 3 clusters Score -3.76364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321137 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -37636388.000000 Penalty: 6290.570312
	Iteration 30Q: 3 clusters Score -3.763639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321147 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -37636376.000000 Penalty: 6290.570312
	Iteration 31Q: 3 clusters Score -3.763638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321154 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -37636380.000000 Penalty: 6290.570312
	Iteration 32Q: 3 clusters Score -3.763638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321159 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -37636384.000000 Penalty: 6290.570312
	Iteration 33Q: 3 clusters Score -3.763638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321163 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -37636388.000000 Penalty: 6290.570312
	Iteration 34Q: 3 clusters Score -3.763639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321163 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -37636396.000000 Penalty: 6290.570312
	Iteration 35Q: 3 clusters Score -3.76364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321166 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -37636392.000000 Penalty: 6290.570312
	Iteration 36Q: 3 clusters Score -3.763639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321168 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -37636376.000000 Penalty: 6290.570312
	Iteration 37Q: 3 clusters Score -3.763638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321170 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -37636384.000000 Penalty: 6290.570312
	Iteration 38Q: 3 clusters Score -3.763638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321171 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -37636380.000000 Penalty: 6290.570312
	Iteration 39Q: 3 clusters Score -3.763638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321175 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -37636376.000000 Penalty: 6290.570312
	Iteration 40F: 3 clusters Score -3.763638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321177 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37636368.000000 Penalty: 6290.570312
	Iteration 41Q: 3 clusters Score -3.763637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321176 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -37636372.000000 Penalty: 6290.570312
	Iteration 42Q: 3 clusters Score -3.763637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321178 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37636364.000000 Penalty: 6290.570312
	Iteration 43Q: 3 clusters Score -3.763636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321178 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37636368.000000 Penalty: 6290.570312
	Iteration 44Q: 3 clusters Score -3.763637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321178 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37636380.000000 Penalty: 6290.570312
	Iteration 45Q: 3 clusters Score -3.763638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321179 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -37636376.000000 Penalty: 6290.570312
	Iteration 46Q: 3 clusters Score -3.763638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321183 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -37636368.000000 Penalty: 6290.570312
	Iteration 47Q: 3 clusters Score -3.763637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321187 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -37636352.000000 Penalty: 6290.570312
	Iteration 48Q: 3 clusters Score -3.763635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321189 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -37636348.000000 Penalty: 6290.570312
	Iteration 49Q: 3 clusters Score -3.763635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321190 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -37636372.000000 Penalty: 6290.570312
	Iteration 50Q: 3 clusters Score -3.763637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321193 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -37636364.000000 Penalty: 6290.570312
	Iteration 51Q: 3 clusters Score -3.763636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321197 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -37636364.000000 Penalty: 6290.570312
	Iteration 52Q: 3 clusters Score -3.763636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321199 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -37636372.000000 Penalty: 6290.570312
	Iteration 53Q: 3 clusters Score -3.763637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321199 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -37636372.000000 Penalty: 6290.570312
	Iteration 54F: 3 clusters Score -3.763637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Entering Unmasked Estep 
Score: -9002138.000000 Penalty: 2786.955811
	Iteration 0F: 2 clusters Score -9002138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -8951238.000000 Penalty: 5573.911621
	Iteration 0F: 3 clusters Score -8951238 nChanged 35551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8971329.000000 Penalty: 5573.911621
	Iteration 1F: 3 clusters Score -8971329 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -8972550.000000 Penalty: 5573.911621
	Iteration 2Q: 3 clusters Score -8972550 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8974195.000000 Penalty: 5573.911621
	Iteration 3Q: 3 clusters Score -8974195 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -8976636.000000 Penalty: 5573.911621
	Iteration 4F: 3 clusters Score -8976636 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -8980129.000000 Penalty: 5573.911621
	Iteration 5F: 3 clusters Score -8980129 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -8984369.000000 Penalty: 5573.911621
	Iteration 6F: 3 clusters Score -8984369 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -8988856.000000 Penalty: 5573.911621
	Iteration 7F: 3 clusters Score -8988856 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -8992552.000000 Penalty: 5573.911621
	Iteration 8F: 3 clusters Score -8992552 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -8995125.000000 Penalty: 5573.911621
	Iteration 9Q: 3 clusters Score -8995125 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8996497.000000 Penalty: 5573.911621
	Iteration 10Q: 3 clusters Score -8996497 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -8997286.000000 Penalty: 5573.911621
	Iteration 11Q: 3 clusters Score -8997286 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -8997756.000000 Penalty: 5573.911621
	Iteration 12Q: 3 clusters Score -8997756 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -8998143.000000 Penalty: 5573.911621
	Iteration 13Q: 3 clusters Score -8998143 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8998418.000000 Penalty: 5573.911621
	Iteration 14Q: 3 clusters Score -8998418 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -8998681.000000 Penalty: 5573.911621
	Iteration 15Q: 3 clusters Score -8998681 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -8998873.000000 Penalty: 5573.911621
	Iteration 16Q: 3 clusters Score -8998873 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -8999098.000000 Penalty: 5573.911621
	Iteration 17Q: 3 clusters Score -8999098 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -8999253.000000 Penalty: 5573.911621
	Iteration 18Q: 3 clusters Score -8999253 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -8999410.000000 Penalty: 5573.911621
	Iteration 19Q: 3 clusters Score -8999410 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -8999557.000000 Penalty: 5573.911621
	Iteration 20F: 3 clusters Score -8999557 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -8999689.000000 Penalty: 5573.911621
	Iteration 21Q: 3 clusters Score -8999689 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -8999802.000000 Penalty: 5573.911621
	Iteration 22Q: 3 clusters Score -8999802 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -8999920.000000 Penalty: 5573.911621
	Iteration 23Q: 3 clusters Score -8999920 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -9000003.000000 Penalty: 5573.911621
	Iteration 24Q: 3 clusters Score -9000003 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -9000122.000000 Penalty: 5573.911621
	Iteration 25Q: 3 clusters Score -9000122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -9000168.000000 Penalty: 5573.911621
	Iteration 26Q: 3 clusters Score -9000168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -9000194.000000 Penalty: 5573.911621
	Iteration 27Q: 3 clusters Score -9000194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -9000239.000000 Penalty: 5573.911621
	Iteration 28Q: 3 clusters Score -9000239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -9000287.000000 Penalty: 5573.911621
	Iteration 29Q: 3 clusters Score -9000287 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -9000315.000000 Penalty: 5573.911621
	Iteration 30Q: 3 clusters Score -9000315 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -9000338.000000 Penalty: 5573.911621
	Iteration 31Q: 3 clusters Score -9000338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9000355.000000 Penalty: 5573.911621
	Iteration 32Q: 3 clusters Score -9000355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9000366.000000 Penalty: 5573.911621
	Iteration 33Q: 3 clusters Score -9000366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -9000378.000000 Penalty: 5573.911621
	Iteration 34Q: 3 clusters Score -9000378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -9000416.000000 Penalty: 5573.911621
	Iteration 35Q: 3 clusters Score -9000416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -9000428.000000 Penalty: 5573.911621
	Iteration 36Q: 3 clusters Score -9000428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9000431.000000 Penalty: 5573.911621
	Iteration 37Q: 3 clusters Score -9000431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -9000446.000000 Penalty: 5573.911621
	Iteration 38Q: 3 clusters Score -9000446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -9000455.000000 Penalty: 5573.911621
	Iteration 39Q: 3 clusters Score -9000455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -9000458.000000 Penalty: 5573.911621
	Iteration 40F: 3 clusters Score -9000458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -9000465.000000 Penalty: 5573.911621
	Iteration 41Q: 3 clusters Score -9000465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -9000472.000000 Penalty: 5573.911621
	Iteration 42Q: 3 clusters Score -9000472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -9000469.000000 Penalty: 5573.911621
	Iteration 43Q: 3 clusters Score -9000469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -9000470.000000 Penalty: 5573.911621
	Iteration 44Q: 3 clusters Score -9000470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -9000481.000000 Penalty: 5573.911621
	Iteration 45Q: 3 clusters Score -9000481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -9000473.000000 Penalty: 5573.911621
	Iteration 46Q: 3 clusters Score -9000473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -9000489.000000 Penalty: 5573.911621
	Iteration 47Q: 3 clusters Score -9000489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -9000498.000000 Penalty: 5573.911621
	Iteration 48Q: 3 clusters Score -9000498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -9000501.000000 Penalty: 5573.911621
	Iteration 49Q: 3 clusters Score -9000501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -9000505.000000 Penalty: 5573.911621
	Iteration 50Q: 3 clusters Score -9000505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -9000503.000000 Penalty: 5573.911621
	Iteration 51Q: 3 clusters Score -9000503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -9000507.000000 Penalty: 5573.911621
	Iteration 52Q: 3 clusters Score -9000507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -9000514.000000 Penalty: 5573.911621
	Iteration 53Q: 3 clusters Score -9000514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -9000506.000000 Penalty: 5573.911621
	Iteration 54Q: 3 clusters Score -9000506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -9000506.000000 Penalty: 5573.911621
	Iteration 55Q: 3 clusters Score -9000506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -9000509.000000 Penalty: 5573.911621
	Iteration 56Q: 3 clusters Score -9000509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -9000504.000000 Penalty: 5573.911621
	Iteration 57Q: 3 clusters Score -9000504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -9000509.000000 Penalty: 5573.911621
	Iteration 58Q: 3 clusters Score -9000509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -9000508.000000 Penalty: 5573.911621
	Iteration 59Q: 3 clusters Score -9000508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -9000512.000000 Penalty: 5573.911621
	Iteration 60F: 3 clusters Score -9000512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -9000510.000000 Penalty: 5573.911621
	Iteration 61Q: 3 clusters Score -9000510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -9000515.000000 Penalty: 5573.911621
	Iteration 62Q: 3 clusters Score -9000515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -9000509.000000 Penalty: 5573.911621
	Iteration 63Q: 3 clusters Score -9000509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -9000509.000000 Penalty: 5573.911621
	Iteration 64F: 3 clusters Score -9000509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Entering Unmasked Estep 
Score: -5446762.000000 Penalty: 2661.475342
	Iteration 0F: 2 clusters Score -5446762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5415917.500000 Penalty: 5322.950684
	Iteration 0F: 3 clusters Score -5415918 nChanged 20909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5427473.500000 Penalty: 5322.950684
	Iteration 1F: 3 clusters Score -5427474 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -5428103.000000 Penalty: 5322.950684
	Iteration 2Q: 3 clusters Score -5428103 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5428832.500000 Penalty: 5322.950684
	Iteration 3Q: 3 clusters Score -5428832 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -5429729.500000 Penalty: 5322.950684
	Iteration 4Q: 3 clusters Score -5429730 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5431076.500000 Penalty: 5322.950684
	Iteration 5F: 3 clusters Score -5431076 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5432954.500000 Penalty: 5322.950684
	Iteration 6F: 3 clusters Score -5432954 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5435517.500000 Penalty: 5322.950684
	Iteration 7F: 3 clusters Score -5435518 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5438449.000000 Penalty: 5322.950684
	Iteration 8F: 3 clusters Score -5438449 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5440984.500000 Penalty: 5322.950684
	Iteration 9F: 3 clusters Score -5440984 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5442686.500000 Penalty: 5322.950684
	Iteration 10Q: 3 clusters Score -5442686 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5443636.500000 Penalty: 5322.950684
	Iteration 11Q: 3 clusters Score -5443636 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5444042.500000 Penalty: 5322.950684
	Iteration 12Q: 3 clusters Score -5444042 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5444247.500000 Penalty: 5322.950684
	Iteration 13Q: 3 clusters Score -5444248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5444336.000000 Penalty: 5322.950684
	Iteration 14Q: 3 clusters Score -5444336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5444362.500000 Penalty: 5322.950684
	Iteration 15Q: 3 clusters Score -5444362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5444388.000000 Penalty: 5322.950684
	Iteration 16Q: 3 clusters Score -5444388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5444396.000000 Penalty: 5322.950684
	Iteration 17Q: 3 clusters Score -5444396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5444411.000000 Penalty: 5322.950684
	Iteration 18Q: 3 clusters Score -5444411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5444418.500000 Penalty: 5322.950684
	Iteration 19Q: 3 clusters Score -5444418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5444426.500000 Penalty: 5322.950684
	Iteration 20F: 3 clusters Score -5444426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5444424.000000 Penalty: 5322.950684
	Iteration 21Q: 3 clusters Score -5444424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5444424.500000 Penalty: 5322.950684
	Iteration 22Q: 3 clusters Score -5444424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5444428.000000 Penalty: 5322.950684
	Iteration 23Q: 3 clusters Score -5444428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5444433.000000 Penalty: 5322.950684
	Iteration 24Q: 3 clusters Score -5444433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5444432.000000 Penalty: 5322.950684
	Iteration 25Q: 3 clusters Score -5444432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5444432.000000 Penalty: 5322.950684
	Iteration 26F: 3 clusters Score -5444432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Entering Unmasked Estep 
Score: -8487885.000000 Penalty: 2782.587158
	Iteration 0F: 2 clusters Score -8487885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -8438106.000000 Penalty: 5565.174316
	Iteration 0F: 3 clusters Score -8438106 nChanged 34821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -8457401.000000 Penalty: 5565.174316
	Iteration 1F: 3 clusters Score -8457401 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8457894.000000 Penalty: 5565.174316
	Iteration 2Q: 3 clusters Score -8457894 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -8458420.000000 Penalty: 5565.174316
	Iteration 3Q: 3 clusters Score -8458420 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -8458960.000000 Penalty: 5565.174316
	Iteration 4Q: 3 clusters Score -8458960 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -8459556.000000 Penalty: 5565.174316
	Iteration 5Q: 3 clusters Score -8459556 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -8460059.000000 Penalty: 5565.174316
	Iteration 6Q: 3 clusters Score -8460059 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8460790.000000 Penalty: 5565.174316
	Iteration 7Q: 3 clusters Score -8460790 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -8461608.000000 Penalty: 5565.174316
	Iteration 8Q: 3 clusters Score -8461608 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -8462516.000000 Penalty: 5565.174316
	Iteration 9Q: 3 clusters Score -8462516 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -8463564.000000 Penalty: 5565.174316
	Iteration 10Q: 3 clusters Score -8463564 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -8464965.000000 Penalty: 5565.174316
	Iteration 11Q: 3 clusters Score -8464965 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -8466652.000000 Penalty: 5565.174316
	Iteration 12Q: 3 clusters Score -8466652 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -8469019.000000 Penalty: 5565.174316
	Iteration 13Q: 3 clusters Score -8469019 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -8471617.000000 Penalty: 5565.174316
	Iteration 14F: 3 clusters Score -8471617 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -8474430.000000 Penalty: 5565.174316
	Iteration 15F: 3 clusters Score -8474430 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -8477356.000000 Penalty: 5565.174316
	Iteration 16F: 3 clusters Score -8477356 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -8479966.000000 Penalty: 5565.174316
	Iteration 17Q: 3 clusters Score -8479966 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -8481999.000000 Penalty: 5565.174316
	Iteration 18Q: 3 clusters Score -8481999 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8483347.000000 Penalty: 5565.174316
	Iteration 19Q: 3 clusters Score -8483347 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8484199.000000 Penalty: 5565.174316
	Iteration 20F: 3 clusters Score -8484199 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8484677.000000 Penalty: 5565.174316
	Iteration 21Q: 3 clusters Score -8484677 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8484972.000000 Penalty: 5565.174316
	Iteration 22Q: 3 clusters Score -8484972 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8485145.000000 Penalty: 5565.174316
	Iteration 23Q: 3 clusters Score -8485145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8485251.000000 Penalty: 5565.174316
	Iteration 24Q: 3 clusters Score -8485251 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8485339.000000 Penalty: 5565.174316
	Iteration 25Q: 3 clusters Score -8485339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8485376.000000 Penalty: 5565.174316
	Iteration 26Q: 3 clusters Score -8485376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8485416.000000 Penalty: 5565.174316
	Iteration 27Q: 3 clusters Score -8485416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8485434.000000 Penalty: 5565.174316
	Iteration 28Q: 3 clusters Score -8485434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8485452.000000 Penalty: 5565.174316
	Iteration 29Q: 3 clusters Score -8485452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8485456.000000 Penalty: 5565.174316
	Iteration 30Q: 3 clusters Score -8485456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8485469.000000 Penalty: 5565.174316
	Iteration 31Q: 3 clusters Score -8485469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8485480.000000 Penalty: 5565.174316
	Iteration 32Q: 3 clusters Score -8485480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8485495.000000 Penalty: 5565.174316
	Iteration 33Q: 3 clusters Score -8485495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8485502.000000 Penalty: 5565.174316
	Iteration 34Q: 3 clusters Score -8485502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8485503.000000 Penalty: 5565.174316
	Iteration 35Q: 3 clusters Score -8485503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8485498.000000 Penalty: 5565.174316
	Iteration 36Q: 3 clusters Score -8485498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8485499.000000 Penalty: 5565.174316
	Iteration 37Q: 3 clusters Score -8485499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8485496.000000 Penalty: 5565.174316
	Iteration 38Q: 3 clusters Score -8485496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8485497.000000 Penalty: 5565.174316
	Iteration 39Q: 3 clusters Score -8485497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8485505.000000 Penalty: 5565.174316
	Iteration 40F: 3 clusters Score -8485505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8485517.000000 Penalty: 5565.174316
	Iteration 41Q: 3 clusters Score -8485517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8485520.000000 Penalty: 5565.174316
	Iteration 42Q: 3 clusters Score -8485520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8485520.000000 Penalty: 5565.174316
	Iteration 43Q: 3 clusters Score -8485520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8485516.000000 Penalty: 5565.174316
	Iteration 44Q: 3 clusters Score -8485516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8485518.000000 Penalty: 5565.174316
	Iteration 45Q: 3 clusters Score -8485518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8485523.000000 Penalty: 5565.174316
	Iteration 46Q: 3 clusters Score -8485523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8485523.000000 Penalty: 5565.174316
	Iteration 47F: 3 clusters Score -8485523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -1062258.875000 Penalty: 2261.754639
	Iteration 0F: 2 clusters Score -1062259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1055111.750000 Penalty: 4523.509277
	Iteration 0F: 3 clusters Score -1055112 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1057226.500000 Penalty: 4523.509277
	Iteration 1F: 3 clusters Score -1057226 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1057529.750000 Penalty: 4523.509277
	Iteration 2F: 3 clusters Score -1057530 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1057728.500000 Penalty: 4523.509277
	Iteration 3Q: 3 clusters Score -1057728 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1057871.250000 Penalty: 4523.509277
	Iteration 4Q: 3 clusters Score -1057871 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1057976.750000 Penalty: 4523.509277
	Iteration 5Q: 3 clusters Score -1057977 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1058060.875000 Penalty: 4523.509277
	Iteration 6Q: 3 clusters Score -1058061 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1058160.375000 Penalty: 4523.509277
	Iteration 7Q: 3 clusters Score -1058160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1058244.375000 Penalty: 4523.509277
	Iteration 8Q: 3 clusters Score -1058244 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1058314.875000 Penalty: 4523.509277
	Iteration 9Q: 3 clusters Score -1058315 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1058371.625000 Penalty: 4523.509277
	Iteration 10Q: 3 clusters Score -1058372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1058424.750000 Penalty: 4523.509277
	Iteration 11Q: 3 clusters Score -1058425 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1058471.875000 Penalty: 4523.509277
	Iteration 12Q: 3 clusters Score -1058472 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1058524.250000 Penalty: 4523.509277
	Iteration 13Q: 3 clusters Score -1058524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1058571.625000 Penalty: 4523.509277
	Iteration 14Q: 3 clusters Score -1058572 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1058627.125000 Penalty: 4523.509277
	Iteration 15Q: 3 clusters Score -1058627 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1058687.875000 Penalty: 4523.509277
	Iteration 16Q: 3 clusters Score -1058688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1058751.750000 Penalty: 4523.509277
	Iteration 17Q: 3 clusters Score -1058752 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1058815.750000 Penalty: 4523.509277
	Iteration 18Q: 3 clusters Score -1058816 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1058892.625000 Penalty: 4523.509277
	Iteration 19Q: 3 clusters Score -1058893 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1058959.750000 Penalty: 4523.509277
	Iteration 20F: 3 clusters Score -1058960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1059018.750000 Penalty: 4523.509277
	Iteration 21Q: 3 clusters Score -1059019 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1059073.500000 Penalty: 4523.509277
	Iteration 22Q: 3 clusters Score -1059074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1059138.750000 Penalty: 4523.509277
	Iteration 23Q: 3 clusters Score -1059139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1059206.000000 Penalty: 4523.509277
	Iteration 24Q: 3 clusters Score -1059206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1059270.125000 Penalty: 4523.509277
	Iteration 25Q: 3 clusters Score -1059270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1059331.000000 Penalty: 4523.509277
	Iteration 26Q: 3 clusters Score -1059331 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1059383.625000 Penalty: 4523.509277
	Iteration 27Q: 3 clusters Score -1059384 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1059458.500000 Penalty: 4523.509277
	Iteration 28Q: 3 clusters Score -1059458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1059529.250000 Penalty: 4523.509277
	Iteration 29Q: 3 clusters Score -1059529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1059602.875000 Penalty: 4523.509277
	Iteration 30Q: 3 clusters Score -1059603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1059670.000000 Penalty: 4523.509277
	Iteration 31Q: 3 clusters Score -1059670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1059732.750000 Penalty: 4523.509277
	Iteration 32Q: 3 clusters Score -1059733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1059804.625000 Penalty: 4523.509277
	Iteration 33Q: 3 clusters Score -1059805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1059866.875000 Penalty: 4523.509277
	Iteration 34Q: 3 clusters Score -1059867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1059927.500000 Penalty: 4523.509277
	Iteration 35Q: 3 clusters Score -1059928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1059963.875000 Penalty: 4523.509277
	Iteration 36Q: 3 clusters Score -1059964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1059995.875000 Penalty: 4523.509277
	Iteration 37Q: 3 clusters Score -1059996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1060021.500000 Penalty: 4523.509277
	Iteration 38Q: 3 clusters Score -1060022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1060042.500000 Penalty: 4523.509277
	Iteration 39Q: 3 clusters Score -1060042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1060067.250000 Penalty: 4523.509277
	Iteration 40F: 3 clusters Score -1060067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1060093.625000 Penalty: 4523.509277
	Iteration 41Q: 3 clusters Score -1060094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1060121.500000 Penalty: 4523.509277
	Iteration 42Q: 3 clusters Score -1060122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1060162.625000 Penalty: 4523.509277
	Iteration 43Q: 3 clusters Score -1060163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1060197.000000 Penalty: 4523.509277
	Iteration 44Q: 3 clusters Score -1060197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1060221.250000 Penalty: 4523.509277
	Iteration 45Q: 3 clusters Score -1060221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1060236.500000 Penalty: 4523.509277
	Iteration 46Q: 3 clusters Score -1060236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1060247.750000 Penalty: 4523.509277
	Iteration 47Q: 3 clusters Score -1060248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1060260.625000 Penalty: 4523.509277
	Iteration 48Q: 3 clusters Score -1060261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1060267.500000 Penalty: 4523.509277
	Iteration 49Q: 3 clusters Score -1060268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1060275.500000 Penalty: 4523.509277
	Iteration 50Q: 3 clusters Score -1060276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1060284.500000 Penalty: 4523.509277
	Iteration 51Q: 3 clusters Score -1060284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1060289.250000 Penalty: 4523.509277
	Iteration 52Q: 3 clusters Score -1060289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1060295.250000 Penalty: 4523.509277
	Iteration 53Q: 3 clusters Score -1060295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1060301.750000 Penalty: 4523.509277
	Iteration 54Q: 3 clusters Score -1060302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1060311.625000 Penalty: 4523.509277
	Iteration 55Q: 3 clusters Score -1060312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1060316.250000 Penalty: 4523.509277
	Iteration 56Q: 3 clusters Score -1060316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1060316.000000 Penalty: 4523.509277
	Iteration 57Q: 3 clusters Score -1060316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1060319.125000 Penalty: 4523.509277
	Iteration 58Q: 3 clusters Score -1060319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1060319.875000 Penalty: 4523.509277
	Iteration 59Q: 3 clusters Score -1060320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1060321.875000 Penalty: 4523.509277
	Iteration 60F: 3 clusters Score -1060322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1060323.000000 Penalty: 4523.509277
	Iteration 61Q: 3 clusters Score -1060323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1060326.125000 Penalty: 4523.509277
	Iteration 62Q: 3 clusters Score -1060326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1060327.625000 Penalty: 4523.509277
	Iteration 63Q: 3 clusters Score -1060328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1060330.750000 Penalty: 4523.509277
	Iteration 64Q: 3 clusters Score -1060331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1060330.250000 Penalty: 4523.509277
	Iteration 65Q: 3 clusters Score -1060330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1060330.250000 Penalty: 4523.509277
	Iteration 66F: 3 clusters Score -1060330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 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 271 members 
Entering Unmasked Estep 
Score: -51350.023438 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51350.02 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51598.761719 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51598.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51749.273438 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51749.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51891.011719 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -51891.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52015.781250 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -52015.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52173.738281 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -52173.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52435.636719 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -52435.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52650.300781 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -52650.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52747.242188 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -52747.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52802.218750 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -52802.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52817.882812 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -52817.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52841.351562 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -52841.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52845.664062 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -52845.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52853.125000 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -52853.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52854.707031 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -52854.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52862.453125 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -52862.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52866.574219 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -52866.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52866.574219 Penalty: 3107.589355
	Iteration 17F: 3 clusters Score -52866.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84083 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322095 members 
Mstep: Class 7 contains 75942 members 
Mstep: Class 8 contains 45787 members 
Mstep: Class 9 contains 74616 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 52109 members 
Mstep: Class 13 contains 333037 members 
Mstep: Class 14 contains 58643 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201911 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37461 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 14923 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 213036 members 
Entering Unmasked Estep 
Score: -183995392.000000 Penalty: 116968.171875
Splitting cluster 11 changes total score from -183997264.000000 to -183995392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (52109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Entering Unmasked Estep 
Score: -6154238.000000 Penalty: 2693.551025
	Iteration 0F: 2 clusters Score -6154238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6119140.000000 Penalty: 5387.102051
	Iteration 0F: 3 clusters Score -6119140 nChanged 24111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -6132541.500000 Penalty: 5387.102051
	Iteration 1F: 3 clusters Score -6132542 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -6133261.000000 Penalty: 5387.102051
	Iteration 2Q: 3 clusters Score -6133261 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -6134177.000000 Penalty: 5387.102051
	Iteration 3Q: 3 clusters Score -6134177 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -6135217.000000 Penalty: 5387.102051
	Iteration 4Q: 3 clusters Score -6135217 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -6136481.000000 Penalty: 5387.102051
	Iteration 5Q: 3 clusters Score -6136481 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6137949.000000 Penalty: 5387.102051
	Iteration 6F: 3 clusters Score -6137949 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6139478.500000 Penalty: 5387.102051
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Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6147187 nChanged 583
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Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 12234 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 11000 members 
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Mstep: Class 1 contains 41563 members 
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Mstep: Class 1 contains 42035 members 
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Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 9618 members 
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Mstep: Class 1 contains 42950 members 
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Mstep: Class 1 contains 43424 members 
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Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 7714 members 
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Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 7189 members 
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Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46008 members 
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Mstep: Class 1 contains 46565 members 
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Mstep: Class 1 contains 47098 members 
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Mstep: Class 1 contains 47588 members 
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Mstep: Class 1 contains 48019 members 
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Mstep: Class 1 contains 48766 members 
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Mstep: Class 1 contains 49059 members 
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Mstep: Class 1 contains 49539 members 
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	Iteration 64Q: 3 clusters Score -6151796 nChanged 54
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Mstep: Class 1 contains 50464 members 
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Mstep: Class 1 contains 50608 members 
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	Iteration 82Q: 3 clusters Score -6152020 nChanged 17
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	Iteration 83Q: 3 clusters Score -6152032 nChanged 17
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	Iteration 98Q: 3 clusters Score -6152110 nChanged 6
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	Iteration 100F: 3 clusters Score -6152110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6152108.000000 Penalty: 5387.102051
	Iteration 101Q: 3 clusters Score -6152108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6152113.000000 Penalty: 5387.102051
	Iteration 102Q: 3 clusters Score -6152113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6152117.500000 Penalty: 5387.102051
	Iteration 103Q: 3 clusters Score -6152118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6152116.500000 Penalty: 5387.102051
	Iteration 104Q: 3 clusters Score -6152116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6152116.500000 Penalty: 5387.102051
	Iteration 105F: 3 clusters Score -6152116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (333037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333037 members 
Entering Unmasked Estep 
Score: -38918380.000000 Penalty: 3153.570312
	Iteration 0F: 2 clusters Score -3.891838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166261 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -38708720.000000 Penalty: 6307.140625
	Iteration 0F: 3 clusters Score -3.870872e+07 nChanged 161323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162720 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -38802952.000000 Penalty: 6307.140625
	Iteration 1F: 3 clusters Score -3.880295e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160331 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -38804100.000000 Penalty: 6307.140625
	Iteration 2Q: 3 clusters Score -3.88041e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 176493 members 
Entering Unmasked Estep 
Score: -38805728.000000 Penalty: 6307.140625
	Iteration 3Q: 3 clusters Score -3.880573e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 182335 members 
Entering Unmasked Estep 
Score: -38808136.000000 Penalty: 6307.140625
	Iteration 4Q: 3 clusters Score -3.880814e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 191409 members 
Entering Unmasked Estep 
Score: -38812092.000000 Penalty: 6307.140625
	Iteration 5Q: 3 clusters Score -3.881209e+07 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128223 members 
Mstep: Class 2 contains 204814 members 
Entering Unmasked Estep 
Score: -38820096.000000 Penalty: 6307.140625
	Iteration 6Q: 3 clusters Score -3.88201e+07 nChanged 19280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 223448 members 
Entering Unmasked Estep 
Score: -38833160.000000 Penalty: 6307.140625
	Iteration 7F: 3 clusters Score -3.883316e+07 nChanged 22908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 245934 members 
Entering Unmasked Estep 
Score: -38852420.000000 Penalty: 6307.140625
	Iteration 8F: 3 clusters Score -3.885242e+07 nChanged 23171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 268769 members 
Entering Unmasked Estep 
Score: -38872704.000000 Penalty: 6307.140625
	Iteration 9F: 3 clusters Score -3.88727e+07 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 288105 members 
Entering Unmasked Estep 
Score: -38890432.000000 Penalty: 6307.140625
	Iteration 10F: 3 clusters Score -3.889043e+07 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 302331 members 
Entering Unmasked Estep 
Score: -38902684.000000 Penalty: 6307.140625
	Iteration 11Q: 3 clusters Score -3.890268e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 312057 members 
Entering Unmasked Estep 
Score: -38909988.000000 Penalty: 6307.140625
	Iteration 12Q: 3 clusters Score -3.890999e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 318621 members 
Entering Unmasked Estep 
Score: -38913416.000000 Penalty: 6307.140625
	Iteration 13Q: 3 clusters Score -3.891342e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 322992 members 
Entering Unmasked Estep 
Score: -38914580.000000 Penalty: 6307.140625
	Iteration 14Q: 3 clusters Score -3.891458e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 325802 members 
Entering Unmasked Estep 
Score: -38915120.000000 Penalty: 6307.140625
	Iteration 15Q: 3 clusters Score -3.891512e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 327599 members 
Entering Unmasked Estep 
Score: -38915616.000000 Penalty: 6307.140625
	Iteration 16Q: 3 clusters Score -3.891562e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 328747 members 
Entering Unmasked Estep 
Score: -38915692.000000 Penalty: 6307.140625
	Iteration 17Q: 3 clusters Score -3.891569e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 329528 members 
Entering Unmasked Estep 
Score: -38915828.000000 Penalty: 6307.140625
	Iteration 18Q: 3 clusters Score -3.891583e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 330038 members 
Entering Unmasked Estep 
Score: -38915908.000000 Penalty: 6307.140625
	Iteration 19Q: 3 clusters Score -3.891591e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 330401 members 
Entering Unmasked Estep 
Score: -38915980.000000 Penalty: 6307.140625
	Iteration 20F: 3 clusters Score -3.891598e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 330666 members 
Entering Unmasked Estep 
Score: -38915992.000000 Penalty: 6307.140625
	Iteration 21Q: 3 clusters Score -3.891599e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 330882 members 
Entering Unmasked Estep 
Score: -38915976.000000 Penalty: 6307.140625
	Iteration 22Q: 3 clusters Score -3.891598e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 331041 members 
Entering Unmasked Estep 
Score: -38915984.000000 Penalty: 6307.140625
	Iteration 23Q: 3 clusters Score -3.891598e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 331169 members 
Entering Unmasked Estep 
Score: -38916008.000000 Penalty: 6307.140625
	Iteration 24Q: 3 clusters Score -3.891601e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 331270 members 
Entering Unmasked Estep 
Score: -38915996.000000 Penalty: 6307.140625
	Iteration 25Q: 3 clusters Score -3.8916e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 331351 members 
Entering Unmasked Estep 
Score: -38916000.000000 Penalty: 6307.140625
	Iteration 26Q: 3 clusters Score -3.8916e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 331417 members 
Entering Unmasked Estep 
Score: -38916096.000000 Penalty: 6307.140625
	Iteration 27Q: 3 clusters Score -3.89161e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 331475 members 
Entering Unmasked Estep 
Score: -38916108.000000 Penalty: 6307.140625
	Iteration 28Q: 3 clusters Score -3.891611e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 331508 members 
Entering Unmasked Estep 
Score: -38916132.000000 Penalty: 6307.140625
	Iteration 29Q: 3 clusters Score -3.891613e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 331531 members 
Entering Unmasked Estep 
Score: -38916176.000000 Penalty: 6307.140625
	Iteration 30Q: 3 clusters Score -3.891618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 331551 members 
Entering Unmasked Estep 
Score: -38916160.000000 Penalty: 6307.140625
	Iteration 31Q: 3 clusters Score -3.891616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 331574 members 
Entering Unmasked Estep 
Score: -38916196.000000 Penalty: 6307.140625
	Iteration 32Q: 3 clusters Score -3.89162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 331593 members 
Entering Unmasked Estep 
Score: -38916180.000000 Penalty: 6307.140625
	Iteration 33Q: 3 clusters Score -3.891618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 331607 members 
Entering Unmasked Estep 
Score: -38916204.000000 Penalty: 6307.140625
	Iteration 34Q: 3 clusters Score -3.89162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 331622 members 
Entering Unmasked Estep 
Score: -38916228.000000 Penalty: 6307.140625
	Iteration 35Q: 3 clusters Score -3.891623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 331631 members 
Entering Unmasked Estep 
Score: -38916248.000000 Penalty: 6307.140625
	Iteration 36Q: 3 clusters Score -3.891625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 331645 members 
Entering Unmasked Estep 
Score: -38916220.000000 Penalty: 6307.140625
	Iteration 37Q: 3 clusters Score -3.891622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 331659 members 
Entering Unmasked Estep 
Score: -38916224.000000 Penalty: 6307.140625
	Iteration 38Q: 3 clusters Score -3.891622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 331666 members 
Entering Unmasked Estep 
Score: -38916208.000000 Penalty: 6307.140625
	Iteration 39Q: 3 clusters Score -3.891621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 331673 members 
Entering Unmasked Estep 
Score: -38916208.000000 Penalty: 6307.140625
	Iteration 40F: 3 clusters Score -3.891621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 331680 members 
Entering Unmasked Estep 
Score: -38916212.000000 Penalty: 6307.140625
	Iteration 41Q: 3 clusters Score -3.891621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 331687 members 
Entering Unmasked Estep 
Score: -38916204.000000 Penalty: 6307.140625
	Iteration 42Q: 3 clusters Score -3.89162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 331692 members 
Entering Unmasked Estep 
Score: -38916224.000000 Penalty: 6307.140625
	Iteration 43Q: 3 clusters Score -3.891622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 331695 members 
Entering Unmasked Estep 
Score: -38916224.000000 Penalty: 6307.140625
	Iteration 44Q: 3 clusters Score -3.891622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 331697 members 
Entering Unmasked Estep 
Score: -38916236.000000 Penalty: 6307.140625
	Iteration 45Q: 3 clusters Score -3.891624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 331701 members 
Entering Unmasked Estep 
Score: -38916244.000000 Penalty: 6307.140625
	Iteration 46Q: 3 clusters Score -3.891624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 331703 members 
Entering Unmasked Estep 
Score: -38916228.000000 Penalty: 6307.140625
	Iteration 47Q: 3 clusters Score -3.891623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 331707 members 
Entering Unmasked Estep 
Score: -38916252.000000 Penalty: 6307.140625
	Iteration 48Q: 3 clusters Score -3.891625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 331709 members 
Entering Unmasked Estep 
Score: -38916236.000000 Penalty: 6307.140625
	Iteration 49Q: 3 clusters Score -3.891624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 331710 members 
Entering Unmasked Estep 
Score: -38916220.000000 Penalty: 6307.140625
	Iteration 50Q: 3 clusters Score -3.891622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 331713 members 
Entering Unmasked Estep 
Score: -38916196.000000 Penalty: 6307.140625
	Iteration 51Q: 3 clusters Score -3.89162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 331719 members 
Entering Unmasked Estep 
Score: -38916220.000000 Penalty: 6307.140625
	Iteration 52Q: 3 clusters Score -3.891622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 331723 members 
Entering Unmasked Estep 
Score: -38916220.000000 Penalty: 6307.140625
	Iteration 53Q: 3 clusters Score -3.891622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 331730 members 
Entering Unmasked Estep 
Score: -38916208.000000 Penalty: 6307.140625
	Iteration 54Q: 3 clusters Score -3.891621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 331732 members 
Entering Unmasked Estep 
Score: -38916244.000000 Penalty: 6307.140625
	Iteration 55Q: 3 clusters Score -3.891624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 331733 members 
Entering Unmasked Estep 
Score: -38916232.000000 Penalty: 6307.140625
	Iteration 56Q: 3 clusters Score -3.891623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 331735 members 
Entering Unmasked Estep 
Score: -38916228.000000 Penalty: 6307.140625
	Iteration 57Q: 3 clusters Score -3.891623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 331737 members 
Entering Unmasked Estep 
Score: -38916244.000000 Penalty: 6307.140625
	Iteration 58Q: 3 clusters Score -3.891624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 331740 members 
Entering Unmasked Estep 
Score: -38916236.000000 Penalty: 6307.140625
	Iteration 59Q: 3 clusters Score -3.891624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 331742 members 
Entering Unmasked Estep 
Score: -38916248.000000 Penalty: 6307.140625
	Iteration 60F: 3 clusters Score -3.891625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 331745 members 
Entering Unmasked Estep 
Score: -38916256.000000 Penalty: 6307.140625
	Iteration 61Q: 3 clusters Score -3.891626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 331747 members 
Entering Unmasked Estep 
Score: -38916252.000000 Penalty: 6307.140625
	Iteration 62Q: 3 clusters Score -3.891625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 331748 members 
Entering Unmasked Estep 
Score: -38916236.000000 Penalty: 6307.140625
	Iteration 63Q: 3 clusters Score -3.891624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 331748 members 
Entering Unmasked Estep 
Score: -38916248.000000 Penalty: 6307.140625
	Iteration 64Q: 3 clusters Score -3.891625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 331747 members 
Entering Unmasked Estep 
Score: -38916236.000000 Penalty: 6307.140625
	Iteration 65Q: 3 clusters Score -3.891624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 331745 members 
Entering Unmasked Estep 
Score: -38916244.000000 Penalty: 6307.140625
	Iteration 66Q: 3 clusters Score -3.891624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 331745 members 
Entering Unmasked Estep 
Score: -38916244.000000 Penalty: 6307.140625
	Iteration 67F: 3 clusters Score -3.891624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (58643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Entering Unmasked Estep 
Score: -6960539.500000 Penalty: 2722.847412
	Iteration 0F: 2 clusters Score -6960540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -6921065.500000 Penalty: 5445.694824
	Iteration 0F: 3 clusters Score -6921066 nChanged 27329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -6936347.000000 Penalty: 5445.694824
	Iteration 1F: 3 clusters Score -6936347 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -6937172.000000 Penalty: 5445.694824
	Iteration 2Q: 3 clusters Score -6937172 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -6938017.000000 Penalty: 5445.694824
	Iteration 3Q: 3 clusters Score -6938017 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6939188.000000 Penalty: 5445.694824
	Iteration 4Q: 3 clusters Score -6939188 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6940534.500000 Penalty: 5445.694824
	Iteration 5Q: 3 clusters Score -6940534 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6942215.500000 Penalty: 5445.694824
	Iteration 6F: 3 clusters Score -6942216 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -6944188.000000 Penalty: 5445.694824
	Iteration 7F: 3 clusters Score -6944188 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6946350.000000 Penalty: 5445.694824
	Iteration 8F: 3 clusters Score -6946350 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6949027.000000 Penalty: 5445.694824
	Iteration 9F: 3 clusters Score -6949027 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -6951529.500000 Penalty: 5445.694824
	Iteration 10F: 3 clusters Score -6951530 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6953184.500000 Penalty: 5445.694824
	Iteration 11Q: 3 clusters Score -6953184 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -6953993.500000 Penalty: 5445.694824
	Iteration 12Q: 3 clusters Score -6953994 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -6954351.500000 Penalty: 5445.694824
	Iteration 13Q: 3 clusters Score -6954352 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -6954616.500000 Penalty: 5445.694824
	Iteration 14Q: 3 clusters Score -6954616 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -6954813.000000 Penalty: 5445.694824
	Iteration 15Q: 3 clusters Score -6954813 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -6955003.500000 Penalty: 5445.694824
	Iteration 16Q: 3 clusters Score -6955004 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -6955228.000000 Penalty: 5445.694824
	Iteration 17Q: 3 clusters Score -6955228 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -6955413.000000 Penalty: 5445.694824
	Iteration 18Q: 3 clusters Score -6955413 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -6955649.500000 Penalty: 5445.694824
	Iteration 19Q: 3 clusters Score -6955650 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -6955847.500000 Penalty: 5445.694824
	Iteration 20F: 3 clusters Score -6955848 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -6956037.500000 Penalty: 5445.694824
	Iteration 21Q: 3 clusters Score -6956038 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -6956197.500000 Penalty: 5445.694824
	Iteration 22Q: 3 clusters Score -6956198 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -6956348.500000 Penalty: 5445.694824
	Iteration 23Q: 3 clusters Score -6956348 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -6956490.500000 Penalty: 5445.694824
	Iteration 24Q: 3 clusters Score -6956490 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -6956662.000000 Penalty: 5445.694824
	Iteration 25Q: 3 clusters Score -6956662 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -6956848.000000 Penalty: 5445.694824
	Iteration 26Q: 3 clusters Score -6956848 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -6957041.500000 Penalty: 5445.694824
	Iteration 27Q: 3 clusters Score -6957042 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -6957260.500000 Penalty: 5445.694824
	Iteration 28Q: 3 clusters Score -6957260 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6957456.000000 Penalty: 5445.694824
	Iteration 29Q: 3 clusters Score -6957456 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -6957643.000000 Penalty: 5445.694824
	Iteration 30Q: 3 clusters Score -6957643 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -6957851.000000 Penalty: 5445.694824
	Iteration 31Q: 3 clusters Score -6957851 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6958012.000000 Penalty: 5445.694824
	Iteration 32Q: 3 clusters Score -6958012 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -6958155.500000 Penalty: 5445.694824
	Iteration 33Q: 3 clusters Score -6958156 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6958287.500000 Penalty: 5445.694824
	Iteration 34Q: 3 clusters Score -6958288 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6958408.500000 Penalty: 5445.694824
	Iteration 35Q: 3 clusters Score -6958408 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6958497.500000 Penalty: 5445.694824
	Iteration 36Q: 3 clusters Score -6958498 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6958623.500000 Penalty: 5445.694824
	Iteration 37Q: 3 clusters Score -6958624 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6958726.500000 Penalty: 5445.694824
	Iteration 38Q: 3 clusters Score -6958726 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6958796.000000 Penalty: 5445.694824
	Iteration 39Q: 3 clusters Score -6958796 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6958834.500000 Penalty: 5445.694824
	Iteration 40F: 3 clusters Score -6958834 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6958883.500000 Penalty: 5445.694824
	Iteration 41Q: 3 clusters Score -6958884 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6958912.000000 Penalty: 5445.694824
	Iteration 42Q: 3 clusters Score -6958912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6958937.500000 Penalty: 5445.694824
	Iteration 43Q: 3 clusters Score -6958938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6958943.500000 Penalty: 5445.694824
	Iteration 44Q: 3 clusters Score -6958944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6958966.000000 Penalty: 5445.694824
	Iteration 45Q: 3 clusters Score -6958966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6958988.500000 Penalty: 5445.694824
	Iteration 46Q: 3 clusters Score -6958988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6959025.500000 Penalty: 5445.694824
	Iteration 47Q: 3 clusters Score -6959026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6959037.500000 Penalty: 5445.694824
	Iteration 48Q: 3 clusters Score -6959038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6959050.000000 Penalty: 5445.694824
	Iteration 49Q: 3 clusters Score -6959050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6959068.500000 Penalty: 5445.694824
	Iteration 50Q: 3 clusters Score -6959068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6959070.500000 Penalty: 5445.694824
	Iteration 51Q: 3 clusters Score -6959070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6959092.500000 Penalty: 5445.694824
	Iteration 52Q: 3 clusters Score -6959092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6959100.000000 Penalty: 5445.694824
	Iteration 53Q: 3 clusters Score -6959100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6959120.000000 Penalty: 5445.694824
	Iteration 54Q: 3 clusters Score -6959120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6959113.500000 Penalty: 5445.694824
	Iteration 55Q: 3 clusters Score -6959114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6959114.000000 Penalty: 5445.694824
	Iteration 56Q: 3 clusters Score -6959114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6959113.000000 Penalty: 5445.694824
	Iteration 57Q: 3 clusters Score -6959113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6959116.500000 Penalty: 5445.694824
	Iteration 58Q: 3 clusters Score -6959116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6959117.500000 Penalty: 5445.694824
	Iteration 59Q: 3 clusters Score -6959118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6959131.500000 Penalty: 5445.694824
	Iteration 60F: 3 clusters Score -6959132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6959133.000000 Penalty: 5445.694824
	Iteration 61Q: 3 clusters Score -6959133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6959136.000000 Penalty: 5445.694824
	Iteration 62Q: 3 clusters Score -6959136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6959149.000000 Penalty: 5445.694824
	Iteration 63Q: 3 clusters Score -6959149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6959150.000000 Penalty: 5445.694824
	Iteration 64Q: 3 clusters Score -6959150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6959159.000000 Penalty: 5445.694824
	Iteration 65Q: 3 clusters Score -6959159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6959159.000000 Penalty: 5445.694824
	Iteration 66Q: 3 clusters Score -6959159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6959167.500000 Penalty: 5445.694824
	Iteration 67Q: 3 clusters Score -6959168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6959169.500000 Penalty: 5445.694824
	Iteration 68Q: 3 clusters Score -6959170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6959176.000000 Penalty: 5445.694824
	Iteration 69Q: 3 clusters Score -6959176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6959194.500000 Penalty: 5445.694824
	Iteration 70Q: 3 clusters Score -6959194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6959208.000000 Penalty: 5445.694824
	Iteration 71Q: 3 clusters Score -6959208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6959214.000000 Penalty: 5445.694824
	Iteration 72Q: 3 clusters Score -6959214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6959205.000000 Penalty: 5445.694824
	Iteration 73Q: 3 clusters Score -6959205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6959208.500000 Penalty: 5445.694824
	Iteration 74Q: 3 clusters Score -6959208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6959209.500000 Penalty: 5445.694824
	Iteration 75Q: 3 clusters Score -6959210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6959202.000000 Penalty: 5445.694824
	Iteration 76Q: 3 clusters Score -6959202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6959209.000000 Penalty: 5445.694824
	Iteration 77Q: 3 clusters Score -6959209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6959210.000000 Penalty: 5445.694824
	Iteration 78Q: 3 clusters Score -6959210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6959208.000000 Penalty: 5445.694824
	Iteration 79Q: 3 clusters Score -6959208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6959208.000000 Penalty: 5445.694824
	Iteration 80F: 3 clusters Score -6959208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6959211.000000 Penalty: 5445.694824
	Iteration 81Q: 3 clusters Score -6959211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6959213.500000 Penalty: 5445.694824
	Iteration 82Q: 3 clusters Score -6959214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6959207.000000 Penalty: 5445.694824
	Iteration 83Q: 3 clusters Score -6959207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6959218.000000 Penalty: 5445.694824
	Iteration 84Q: 3 clusters Score -6959218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6959217.500000 Penalty: 5445.694824
	Iteration 85Q: 3 clusters Score -6959218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6959219.000000 Penalty: 5445.694824
	Iteration 86Q: 3 clusters Score -6959219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6959218.500000 Penalty: 5445.694824
	Iteration 87Q: 3 clusters Score -6959218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6959218.500000 Penalty: 5445.694824
	Iteration 88F: 3 clusters Score -6959218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -83446.750000 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -83446.75 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 369 members 
Entering Unmasked Estep 
Score: -81664.000000 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -81664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81931.414062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -81931.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82055.718750 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -82055.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82153.335938 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -82153.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82303.296875 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -82303.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82501.804688 Penalty: 3306.179199
	Iteration 5F: 3 clusters Score -82501.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82754.468750 Penalty: 3306.179199
	Iteration 6F: 3 clusters Score -82754.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83132.679688 Penalty: 3306.179199
	Iteration 7F: 3 clusters Score -83132.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83448.070312 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -83448.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83558.406250 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -83558.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83598.820312 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -83598.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83604.093750 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -83604.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83604.093750 Penalty: 3306.179199
	Iteration 12F: 3 clusters Score -83604.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84083 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322095 members 
Mstep: Class 7 contains 75942 members 
Mstep: Class 8 contains 45787 members 
Mstep: Class 9 contains 74616 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52109 members 
Mstep: Class 13 contains 333037 members 
Mstep: Class 14 contains 58643 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 201911 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37461 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 14923 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 333 members 
Mstep: Class 33 contains 213036 members 
Entering Unmasked Estep 
Score: -183996416.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -183997264.000000 to -183996416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (201911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201911 members 
Entering Unmasked Estep 
Score: -23750946.000000 Penalty: 3029.464355
	Iteration 0F: 2 clusters Score -2.375095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -23617658.000000 Penalty: 6058.928711
	Iteration 0F: 3 clusters Score -2.361766e+07 nChanged 96924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -23674000.000000 Penalty: 6058.928711
	Iteration 1F: 3 clusters Score -2.3674e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -23675352.000000 Penalty: 6058.928711
	Iteration 2Q: 3 clusters Score -2.367535e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -23677174.000000 Penalty: 6058.928711
	Iteration 3Q: 3 clusters Score -2.367717e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -23680366.000000 Penalty: 6058.928711
	Iteration 4Q: 3 clusters Score -2.368037e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -23686102.000000 Penalty: 6058.928711
	Iteration 5F: 3 clusters Score -2.36861e+07 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 146579 members 
Entering Unmasked Estep 
Score: -23697378.000000 Penalty: 6058.928711
	Iteration 6F: 3 clusters Score -2.369738e+07 nChanged 18568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -23713958.000000 Penalty: 6058.928711
	Iteration 7F: 3 clusters Score -2.371396e+07 nChanged 17428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 182457 members 
Entering Unmasked Estep 
Score: -23730666.000000 Penalty: 6058.928711
	Iteration 8F: 3 clusters Score -2.373067e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 194105 members 
Entering Unmasked Estep 
Score: -23741584.000000 Penalty: 6058.928711
	Iteration 9F: 3 clusters Score -2.374158e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 199377 members 
Entering Unmasked Estep 
Score: -23746244.000000 Penalty: 6058.928711
	Iteration 10Q: 3 clusters Score -2.374624e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 201082 members 
Entering Unmasked Estep 
Score: -23747586.000000 Penalty: 6058.928711
	Iteration 11Q: 3 clusters Score -2.374759e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 201513 members 
Entering Unmasked Estep 
Score: -23747956.000000 Penalty: 6058.928711
	Iteration 12Q: 3 clusters Score -2.374796e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 201623 members 
Entering Unmasked Estep 
Score: -23748098.000000 Penalty: 6058.928711
	Iteration 13Q: 3 clusters Score -2.37481e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201659 members 
Entering Unmasked Estep 
Score: -23748202.000000 Penalty: 6058.928711
	Iteration 14Q: 3 clusters Score -2.37482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201667 members 
Entering Unmasked Estep 
Score: -23748216.000000 Penalty: 6058.928711
	Iteration 15Q: 3 clusters Score -2.374822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 201676 members 
Entering Unmasked Estep 
Score: -23748238.000000 Penalty: 6058.928711
	Iteration 16Q: 3 clusters Score -2.374824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201683 members 
Entering Unmasked Estep 
Score: -23748246.000000 Penalty: 6058.928711
	Iteration 17Q: 3 clusters Score -2.374825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201684 members 
Entering Unmasked Estep 
Score: -23748256.000000 Penalty: 6058.928711
	Iteration 18Q: 3 clusters Score -2.374826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 201685 members 
Entering Unmasked Estep 
Score: -23748252.000000 Penalty: 6058.928711
	Iteration 19Q: 3 clusters Score -2.374825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201688 members 
Entering Unmasked Estep 
Score: -23748264.000000 Penalty: 6058.928711
	Iteration 20F: 3 clusters Score -2.374826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201687 members 
Entering Unmasked Estep 
Score: -23748276.000000 Penalty: 6058.928711
	Iteration 21Q: 3 clusters Score -2.374828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201688 members 
Entering Unmasked Estep 
Score: -23748282.000000 Penalty: 6058.928711
	Iteration 22Q: 3 clusters Score -2.374828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201689 members 
Entering Unmasked Estep 
Score: -23748272.000000 Penalty: 6058.928711
	Iteration 23Q: 3 clusters Score -2.374827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201689 members 
Entering Unmasked Estep 
Score: -23748262.000000 Penalty: 6058.928711
	Iteration 24Q: 3 clusters Score -2.374826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201688 members 
Entering Unmasked Estep 
Score: -23748270.000000 Penalty: 6058.928711
	Iteration 25Q: 3 clusters Score -2.374827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201688 members 
Entering Unmasked Estep 
Score: -23748270.000000 Penalty: 6058.928711
	Iteration 26F: 3 clusters Score -2.374827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -283766.500000 Penalty: 1952.746704
	Iteration 0F: 2 clusters Score -283766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -280792.531250 Penalty: 3905.493408
	Iteration 0F: 3 clusters Score -280792.5 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -281713.281250 Penalty: 3905.493408
	Iteration 1F: 3 clusters Score -281713.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -282303.218750 Penalty: 3905.493408
	Iteration 2F: 3 clusters Score -282303.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -282831.531250 Penalty: 3905.493408
	Iteration 3F: 3 clusters Score -282831.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -283223.312500 Penalty: 3905.493408
	Iteration 4F: 3 clusters Score -283223.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -283374.781250 Penalty: 3905.493408
	Iteration 5Q: 3 clusters Score -283374.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -283424.875000 Penalty: 3905.493408
	Iteration 6Q: 3 clusters Score -283424.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -283446.625000 Penalty: 3905.493408
	Iteration 7Q: 3 clusters Score -283446.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -283464.500000 Penalty: 3905.493408
	Iteration 8Q: 3 clusters Score -283464.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -283477.687500 Penalty: 3905.493408
	Iteration 9Q: 3 clusters Score -283477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -283483.312500 Penalty: 3905.493408
	Iteration 10Q: 3 clusters Score -283483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -283487.250000 Penalty: 3905.493408
	Iteration 11Q: 3 clusters Score -283487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -283490.500000 Penalty: 3905.493408
	Iteration 12Q: 3 clusters Score -283490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -283494.906250 Penalty: 3905.493408
	Iteration 13Q: 3 clusters Score -283494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -283498.250000 Penalty: 3905.493408
	Iteration 14Q: 3 clusters Score -283498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -283499.156250 Penalty: 3905.493408
	Iteration 15Q: 3 clusters Score -283499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -283499.156250 Penalty: 3905.493408
	Iteration 16F: 3 clusters Score -283499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Entering Unmasked Estep 
Score: -2211753.000000 Penalty: 2443.748535
	Iteration 0F: 2 clusters Score -2211753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2198301.500000 Penalty: 4887.497070
	Iteration 0F: 3 clusters Score -2198302 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2202692.000000 Penalty: 4887.497070
	Iteration 1F: 3 clusters Score -2202692 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2203152.500000 Penalty: 4887.497070
	Iteration 2F: 3 clusters Score -2203152 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2203603.750000 Penalty: 4887.497070
	Iteration 3F: 3 clusters Score -2203604 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2204088.500000 Penalty: 4887.497070
	Iteration 4Q: 3 clusters Score -2204088 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2204527.000000 Penalty: 4887.497070
	Iteration 5Q: 3 clusters Score -2204527 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2205007.500000 Penalty: 4887.497070
	Iteration 6Q: 3 clusters Score -2205008 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2205573.500000 Penalty: 4887.497070
	Iteration 7Q: 3 clusters Score -2205574 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2206137.500000 Penalty: 4887.497070
	Iteration 8Q: 3 clusters Score -2206138 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2206646.000000 Penalty: 4887.497070
	Iteration 9Q: 3 clusters Score -2206646 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2207103.500000 Penalty: 4887.497070
	Iteration 10Q: 3 clusters Score -2207104 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2207486.750000 Penalty: 4887.497070
	Iteration 11Q: 3 clusters Score -2207487 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2207807.250000 Penalty: 4887.497070
	Iteration 12Q: 3 clusters Score -2207807 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2208088.500000 Penalty: 4887.497070
	Iteration 13Q: 3 clusters Score -2208088 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2208374.000000 Penalty: 4887.497070
	Iteration 14Q: 3 clusters Score -2208374 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2208676.500000 Penalty: 4887.497070
	Iteration 15Q: 3 clusters Score -2208676 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2208983.250000 Penalty: 4887.497070
	Iteration 16Q: 3 clusters Score -2208983 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2209349.750000 Penalty: 4887.497070
	Iteration 17Q: 3 clusters Score -2209350 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2209747.750000 Penalty: 4887.497070
	Iteration 18Q: 3 clusters Score -2209748 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2210124.500000 Penalty: 4887.497070
	Iteration 19Q: 3 clusters Score -2210124 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2210381.000000 Penalty: 4887.497070
	Iteration 20F: 3 clusters Score -2210381 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2210567.750000 Penalty: 4887.497070
	Iteration 21Q: 3 clusters Score -2210568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2210682.750000 Penalty: 4887.497070
	Iteration 22Q: 3 clusters Score -2210683 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2210738.500000 Penalty: 4887.497070
	Iteration 23Q: 3 clusters Score -2210738 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2210787.750000 Penalty: 4887.497070
	Iteration 24Q: 3 clusters Score -2210788 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2210810.750000 Penalty: 4887.497070
	Iteration 25Q: 3 clusters Score -2210811 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2210826.750000 Penalty: 4887.497070
	Iteration 26Q: 3 clusters Score -2210827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2210844.500000 Penalty: 4887.497070
	Iteration 27Q: 3 clusters Score -2210844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2210859.250000 Penalty: 4887.497070
	Iteration 28Q: 3 clusters Score -2210859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2210871.000000 Penalty: 4887.497070
	Iteration 29Q: 3 clusters Score -2210871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2210881.750000 Penalty: 4887.497070
	Iteration 30Q: 3 clusters Score -2210882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2210894.000000 Penalty: 4887.497070
	Iteration 31Q: 3 clusters Score -2210894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2210901.000000 Penalty: 4887.497070
	Iteration 32Q: 3 clusters Score -2210901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2210906.750000 Penalty: 4887.497070
	Iteration 33Q: 3 clusters Score -2210907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2210913.250000 Penalty: 4887.497070
	Iteration 34Q: 3 clusters Score -2210913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2210914.500000 Penalty: 4887.497070
	Iteration 35Q: 3 clusters Score -2210914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2210913.750000 Penalty: 4887.497070
	Iteration 36Q: 3 clusters Score -2210914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2210917.750000 Penalty: 4887.497070
	Iteration 37Q: 3 clusters Score -2210918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2210922.000000 Penalty: 4887.497070
	Iteration 38Q: 3 clusters Score -2210922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2210923.250000 Penalty: 4887.497070
	Iteration 39Q: 3 clusters Score -2210923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2210921.250000 Penalty: 4887.497070
	Iteration 40F: 3 clusters Score -2210921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2210922.250000 Penalty: 4887.497070
	Iteration 41Q: 3 clusters Score -2210922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2210924.750000 Penalty: 4887.497070
	Iteration 42Q: 3 clusters Score -2210925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2210924.500000 Penalty: 4887.497070
	Iteration 43Q: 3 clusters Score -2210924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2210925.500000 Penalty: 4887.497070
	Iteration 44Q: 3 clusters Score -2210926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2210923.500000 Penalty: 4887.497070
	Iteration 45Q: 3 clusters Score -2210924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2210924.750000 Penalty: 4887.497070
	Iteration 46Q: 3 clusters Score -2210925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2210924.750000 Penalty: 4887.497070
	Iteration 47F: 3 clusters Score -2210925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -157034.125000 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -157034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -154752.046875 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -154752 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -155091.281250 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -155091.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155228.046875 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -155228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -155296.421875 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -155296.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155340.531250 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -155340.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -155362.328125 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -155362.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155379.890625 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -155379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155396.406250 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -155396.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155405.765625 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -155405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155411.937500 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -155411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155420.156250 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -155420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155428.156250 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -155428.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155439.265625 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -155439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155446.109375 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -155446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155451.687500 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -155451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155453.671875 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -155453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155454.890625 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -155454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155456.718750 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -155456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155457.000000 Penalty: 3603.306152
	Iteration 18Q: 3 clusters Score -155457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155458.296875 Penalty: 3603.306152
	Iteration 19Q: 3 clusters Score -155458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155460.375000 Penalty: 3603.306152
	Iteration 20F: 3 clusters Score -155460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155462.406250 Penalty: 3603.306152
	Iteration 21Q: 3 clusters Score -155462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155462.953125 Penalty: 3603.306152
	Iteration 22Q: 3 clusters Score -155463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155463.359375 Penalty: 3603.306152
	Iteration 23Q: 3 clusters Score -155463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155463.703125 Penalty: 3603.306152
	Iteration 24Q: 3 clusters Score -155463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155463.703125 Penalty: 3603.306152
	Iteration 25F: 3 clusters Score -155463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Entering Unmasked Estep 
Score: -4469629.500000 Penalty: 2611.701660
	Iteration 0F: 2 clusters Score -4469630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4444290.500000 Penalty: 5223.403320
	Iteration 0F: 3 clusters Score -4444290 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4453515.500000 Penalty: 5223.403320
	Iteration 1F: 3 clusters Score -4453516 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4453988.500000 Penalty: 5223.403320
	Iteration 2Q: 3 clusters Score -4453988 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4454455.000000 Penalty: 5223.403320
	Iteration 3Q: 3 clusters Score -4454455 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4454890.000000 Penalty: 5223.403320
	Iteration 4Q: 3 clusters Score -4454890 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4455284.000000 Penalty: 5223.403320
	Iteration 5Q: 3 clusters Score -4455284 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4455714.500000 Penalty: 5223.403320
	Iteration 6Q: 3 clusters Score -4455714 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4456292.500000 Penalty: 5223.403320
	Iteration 7Q: 3 clusters Score -4456292 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4456962.000000 Penalty: 5223.403320
	Iteration 8Q: 3 clusters Score -4456962 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -4457939.500000 Penalty: 5223.403320
	Iteration 9Q: 3 clusters Score -4457940 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -4459180.500000 Penalty: 5223.403320
	Iteration 10F: 3 clusters Score -4459180 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4460597.000000 Penalty: 5223.403320
	Iteration 11F: 3 clusters Score -4460597 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4461860.500000 Penalty: 5223.403320
	Iteration 12F: 3 clusters Score -4461860 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4462742.500000 Penalty: 5223.403320
	Iteration 13Q: 3 clusters Score -4462742 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4463199.500000 Penalty: 5223.403320
	Iteration 14Q: 3 clusters Score -4463200 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4463542.500000 Penalty: 5223.403320
	Iteration 15Q: 3 clusters Score -4463542 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4463790.000000 Penalty: 5223.403320
	Iteration 16Q: 3 clusters Score -4463790 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4464020.000000 Penalty: 5223.403320
	Iteration 17Q: 3 clusters Score -4464020 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4464190.000000 Penalty: 5223.403320
	Iteration 18Q: 3 clusters Score -4464190 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4464346.000000 Penalty: 5223.403320
	Iteration 19Q: 3 clusters Score -4464346 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4464512.500000 Penalty: 5223.403320
	Iteration 20F: 3 clusters Score -4464512 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4464641.000000 Penalty: 5223.403320
	Iteration 21Q: 3 clusters Score -4464641 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4464776.500000 Penalty: 5223.403320
	Iteration 22Q: 3 clusters Score -4464776 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4464878.500000 Penalty: 5223.403320
	Iteration 23Q: 3 clusters Score -4464878 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4464980.000000 Penalty: 5223.403320
	Iteration 24Q: 3 clusters Score -4464980 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4465082.000000 Penalty: 5223.403320
	Iteration 25Q: 3 clusters Score -4465082 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -4465220.000000 Penalty: 5223.403320
	Iteration 26Q: 3 clusters Score -4465220 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4465319.500000 Penalty: 5223.403320
	Iteration 27Q: 3 clusters Score -4465320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -4465393.000000 Penalty: 5223.403320
	Iteration 28Q: 3 clusters Score -4465393 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4465523.000000 Penalty: 5223.403320
	Iteration 29Q: 3 clusters Score -4465523 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4465624.500000 Penalty: 5223.403320
	Iteration 30Q: 3 clusters Score -4465624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -4465731.500000 Penalty: 5223.403320
	Iteration 31Q: 3 clusters Score -4465732 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4465821.500000 Penalty: 5223.403320
	Iteration 32Q: 3 clusters Score -4465822 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4465882.000000 Penalty: 5223.403320
	Iteration 33Q: 3 clusters Score -4465882 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -4465964.000000 Penalty: 5223.403320
	Iteration 34Q: 3 clusters Score -4465964 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4466029.500000 Penalty: 5223.403320
	Iteration 35Q: 3 clusters Score -4466030 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4466104.000000 Penalty: 5223.403320
	Iteration 36Q: 3 clusters Score -4466104 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4466189.500000 Penalty: 5223.403320
	Iteration 37Q: 3 clusters Score -4466190 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4466257.000000 Penalty: 5223.403320
	Iteration 38Q: 3 clusters Score -4466257 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4466299.000000 Penalty: 5223.403320
	Iteration 39Q: 3 clusters Score -4466299 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4466361.000000 Penalty: 5223.403320
	Iteration 40F: 3 clusters Score -4466361 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4466428.000000 Penalty: 5223.403320
	Iteration 41Q: 3 clusters Score -4466428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4466454.000000 Penalty: 5223.403320
	Iteration 42Q: 3 clusters Score -4466454 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4466486.500000 Penalty: 5223.403320
	Iteration 43Q: 3 clusters Score -4466486 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4466531.500000 Penalty: 5223.403320
	Iteration 44Q: 3 clusters Score -4466532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4466590.000000 Penalty: 5223.403320
	Iteration 45Q: 3 clusters Score -4466590 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4466629.000000 Penalty: 5223.403320
	Iteration 46Q: 3 clusters Score -4466629 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4466695.000000 Penalty: 5223.403320
	Iteration 47Q: 3 clusters Score -4466695 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4466768.500000 Penalty: 5223.403320
	Iteration 48Q: 3 clusters Score -4466768 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4466825.000000 Penalty: 5223.403320
	Iteration 49Q: 3 clusters Score -4466825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4466852.000000 Penalty: 5223.403320
	Iteration 50Q: 3 clusters Score -4466852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4466900.000000 Penalty: 5223.403320
	Iteration 51Q: 3 clusters Score -4466900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4466936.000000 Penalty: 5223.403320
	Iteration 52Q: 3 clusters Score -4466936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4466959.500000 Penalty: 5223.403320
	Iteration 53Q: 3 clusters Score -4466960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4467001.500000 Penalty: 5223.403320
	Iteration 54Q: 3 clusters Score -4467002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4467034.000000 Penalty: 5223.403320
	Iteration 55Q: 3 clusters Score -4467034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4467041.500000 Penalty: 5223.403320
	Iteration 56Q: 3 clusters Score -4467042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4467077.000000 Penalty: 5223.403320
	Iteration 57Q: 3 clusters Score -4467077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4467099.500000 Penalty: 5223.403320
	Iteration 58Q: 3 clusters Score -4467100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4467120.500000 Penalty: 5223.403320
	Iteration 59Q: 3 clusters Score -4467120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4467129.500000 Penalty: 5223.403320
	Iteration 60F: 3 clusters Score -4467130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4467174.500000 Penalty: 5223.403320
	Iteration 61Q: 3 clusters Score -4467174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4467210.500000 Penalty: 5223.403320
	Iteration 62Q: 3 clusters Score -4467210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4467233.000000 Penalty: 5223.403320
	Iteration 63Q: 3 clusters Score -4467233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4467240.500000 Penalty: 5223.403320
	Iteration 64Q: 3 clusters Score -4467240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4467257.500000 Penalty: 5223.403320
	Iteration 65Q: 3 clusters Score -4467258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4467268.500000 Penalty: 5223.403320
	Iteration 66Q: 3 clusters Score -4467268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4467280.000000 Penalty: 5223.403320
	Iteration 67Q: 3 clusters Score -4467280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4467298.000000 Penalty: 5223.403320
	Iteration 68Q: 3 clusters Score -4467298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4467319.000000 Penalty: 5223.403320
	Iteration 69Q: 3 clusters Score -4467319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4467329.000000 Penalty: 5223.403320
	Iteration 70Q: 3 clusters Score -4467329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4467338.500000 Penalty: 5223.403320
	Iteration 71Q: 3 clusters Score -4467338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4467349.000000 Penalty: 5223.403320
	Iteration 72Q: 3 clusters Score -4467349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4467357.000000 Penalty: 5223.403320
	Iteration 73Q: 3 clusters Score -4467357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4467352.000000 Penalty: 5223.403320
	Iteration 74Q: 3 clusters Score -4467352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4467358.000000 Penalty: 5223.403320
	Iteration 75Q: 3 clusters Score -4467358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4467355.500000 Penalty: 5223.403320
	Iteration 76Q: 3 clusters Score -4467356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4467357.500000 Penalty: 5223.403320
	Iteration 77Q: 3 clusters Score -4467358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4467362.000000 Penalty: 5223.403320
	Iteration 78Q: 3 clusters Score -4467362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4467364.500000 Penalty: 5223.403320
	Iteration 79Q: 3 clusters Score -4467364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4467371.000000 Penalty: 5223.403320
	Iteration 80F: 3 clusters Score -4467371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4467369.000000 Penalty: 5223.403320
	Iteration 81Q: 3 clusters Score -4467369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4467368.500000 Penalty: 5223.403320
	Iteration 82Q: 3 clusters Score -4467368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4467368.500000 Penalty: 5223.403320
	Iteration 83Q: 3 clusters Score -4467368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4467374.500000 Penalty: 5223.403320
	Iteration 84Q: 3 clusters Score -4467374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4467377.000000 Penalty: 5223.403320
	Iteration 85Q: 3 clusters Score -4467377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4467376.000000 Penalty: 5223.403320
	Iteration 86Q: 3 clusters Score -4467376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4467383.000000 Penalty: 5223.403320
	Iteration 87Q: 3 clusters Score -4467383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4467385.500000 Penalty: 5223.403320
	Iteration 88Q: 3 clusters Score -4467386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4467378.000000 Penalty: 5223.403320
	Iteration 89Q: 3 clusters Score -4467378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4467386.500000 Penalty: 5223.403320
	Iteration 90Q: 3 clusters Score -4467386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4467382.500000 Penalty: 5223.403320
	Iteration 91Q: 3 clusters Score -4467382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4467375.500000 Penalty: 5223.403320
	Iteration 92Q: 3 clusters Score -4467376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4467385.000000 Penalty: 5223.403320
	Iteration 93Q: 3 clusters Score -4467385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4467390.500000 Penalty: 5223.403320
	Iteration 94Q: 3 clusters Score -4467390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4467383.500000 Penalty: 5223.403320
	Iteration 95Q: 3 clusters Score -4467384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4467385.000000 Penalty: 5223.403320
	Iteration 96Q: 3 clusters Score -4467385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4467390.000000 Penalty: 5223.403320
	Iteration 97Q: 3 clusters Score -4467390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4467390.000000 Penalty: 5223.403320
	Iteration 98Q: 3 clusters Score -4467390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4467384.000000 Penalty: 5223.403320
	Iteration 99Q: 3 clusters Score -4467384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4467392.000000 Penalty: 5223.403320
	Iteration 100F: 3 clusters Score -4467392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4467389.500000 Penalty: 5223.403320
	Iteration 101Q: 3 clusters Score -4467390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4467391.500000 Penalty: 5223.403320
	Iteration 102Q: 3 clusters Score -4467392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4467395.000000 Penalty: 5223.403320
	Iteration 103Q: 3 clusters Score -4467395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4467400.000000 Penalty: 5223.403320
	Iteration 104Q: 3 clusters Score -4467400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4467398.000000 Penalty: 5223.403320
	Iteration 105Q: 3 clusters Score -4467398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4467398.500000 Penalty: 5223.403320
	Iteration 106Q: 3 clusters Score -4467398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4467398.000000 Penalty: 5223.403320
	Iteration 107Q: 3 clusters Score -4467398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4467394.500000 Penalty: 5223.403320
	Iteration 108Q: 3 clusters Score -4467394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4467394.500000 Penalty: 5223.403320
	Iteration 109Q: 3 clusters Score -4467394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4467397.000000 Penalty: 5223.403320
	Iteration 110Q: 3 clusters Score -4467397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4467403.000000 Penalty: 5223.403320
	Iteration 111Q: 3 clusters Score -4467403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4467409.500000 Penalty: 5223.403320
	Iteration 112Q: 3 clusters Score -4467410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4467407.000000 Penalty: 5223.403320
	Iteration 113Q: 3 clusters Score -4467407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4467403.500000 Penalty: 5223.403320
	Iteration 114Q: 3 clusters Score -4467404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4467407.000000 Penalty: 5223.403320
	Iteration 115Q: 3 clusters Score -4467407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4467400.000000 Penalty: 5223.403320
	Iteration 116Q: 3 clusters Score -4467400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4467403.000000 Penalty: 5223.403320
	Iteration 117Q: 3 clusters Score -4467403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4467406.000000 Penalty: 5223.403320
	Iteration 118Q: 3 clusters Score -4467406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4467405.000000 Penalty: 5223.403320
	Iteration 119Q: 3 clusters Score -4467405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4467405.000000 Penalty: 5223.403320
	Iteration 120F: 3 clusters Score -4467405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Entering Unmasked Estep 
Score: -973690.250000 Penalty: 2246.067139
	Iteration 0F: 2 clusters Score -973690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -966965.437500 Penalty: 4492.134277
	Iteration 0F: 3 clusters Score -966965.4 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -968787.875000 Penalty: 4492.134277
	Iteration 1F: 3 clusters Score -968787.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -969065.500000 Penalty: 4492.134277
	Iteration 2F: 3 clusters Score -969065.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -969302.125000 Penalty: 4492.134277
	Iteration 3F: 3 clusters Score -969302.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -969567.562500 Penalty: 4492.134277
	Iteration 4F: 3 clusters Score -969567.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -969855.062500 Penalty: 4492.134277
	Iteration 5F: 3 clusters Score -969855.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -970259.937500 Penalty: 4492.134277
	Iteration 6F: 3 clusters Score -970259.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -970713.312500 Penalty: 4492.134277
	Iteration 7F: 3 clusters Score -970713.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -971143.312500 Penalty: 4492.134277
	Iteration 8F: 3 clusters Score -971143.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -971448.875000 Penalty: 4492.134277
	Iteration 9Q: 3 clusters Score -971448.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -971609.812500 Penalty: 4492.134277
	Iteration 10Q: 3 clusters Score -971609.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -971709.687500 Penalty: 4492.134277
	Iteration 11Q: 3 clusters Score -971709.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -971782.437500 Penalty: 4492.134277
	Iteration 12Q: 3 clusters Score -971782.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -971833.312500 Penalty: 4492.134277
	Iteration 13Q: 3 clusters Score -971833.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -971873.250000 Penalty: 4492.134277
	Iteration 14Q: 3 clusters Score -971873.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -971914.000000 Penalty: 4492.134277
	Iteration 15Q: 3 clusters Score -971914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -971948.125000 Penalty: 4492.134277
	Iteration 16Q: 3 clusters Score -971948.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -971977.437500 Penalty: 4492.134277
	Iteration 17Q: 3 clusters Score -971977.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -972005.125000 Penalty: 4492.134277
	Iteration 18Q: 3 clusters Score -972005.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -972034.187500 Penalty: 4492.134277
	Iteration 19Q: 3 clusters Score -972034.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -972056.312500 Penalty: 4492.134277
	Iteration 20F: 3 clusters Score -972056.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -972075.562500 Penalty: 4492.134277
	Iteration 21Q: 3 clusters Score -972075.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -972089.500000 Penalty: 4492.134277
	Iteration 22Q: 3 clusters Score -972089.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -972103.437500 Penalty: 4492.134277
	Iteration 23Q: 3 clusters Score -972103.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -972117.375000 Penalty: 4492.134277
	Iteration 24Q: 3 clusters Score -972117.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -972129.062500 Penalty: 4492.134277
	Iteration 25Q: 3 clusters Score -972129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -972136.062500 Penalty: 4492.134277
	Iteration 26Q: 3 clusters Score -972136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -972138.750000 Penalty: 4492.134277
	Iteration 27Q: 3 clusters Score -972138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -972143.687500 Penalty: 4492.134277
	Iteration 28Q: 3 clusters Score -972143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -972143.750000 Penalty: 4492.134277
	Iteration 29Q: 3 clusters Score -972143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -972147.250000 Penalty: 4492.134277
	Iteration 30Q: 3 clusters Score -972147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -972148.875000 Penalty: 4492.134277
	Iteration 31Q: 3 clusters Score -972148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -972149.625000 Penalty: 4492.134277
	Iteration 32Q: 3 clusters Score -972149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -972148.625000 Penalty: 4492.134277
	Iteration 33Q: 3 clusters Score -972148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -972148.625000 Penalty: 4492.134277
	Iteration 34F: 3 clusters Score -972148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Entering Unmasked Estep 
Score: -1784684.250000 Penalty: 2383.443359
	Iteration 0F: 2 clusters Score -1784684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1773959.500000 Penalty: 4766.886719
	Iteration 0F: 3 clusters Score -1773960 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1777424.250000 Penalty: 4766.886719
	Iteration 1F: 3 clusters Score -1777424 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1777788.250000 Penalty: 4766.886719
	Iteration 2F: 3 clusters Score -1777788 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1778019.375000 Penalty: 4766.886719
	Iteration 3Q: 3 clusters Score -1778019 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1778189.750000 Penalty: 4766.886719
	Iteration 4Q: 3 clusters Score -1778190 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1778353.875000 Penalty: 4766.886719
	Iteration 5Q: 3 clusters Score -1778354 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1778528.500000 Penalty: 4766.886719
	Iteration 6Q: 3 clusters Score -1778528 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1778732.750000 Penalty: 4766.886719
	Iteration 7Q: 3 clusters Score -1778733 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1778952.000000 Penalty: 4766.886719
	Iteration 8Q: 3 clusters Score -1778952 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1779254.625000 Penalty: 4766.886719
	Iteration 9Q: 3 clusters Score -1779255 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1779620.500000 Penalty: 4766.886719
	Iteration 10Q: 3 clusters Score -1779620 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1780143.875000 Penalty: 4766.886719
	Iteration 11Q: 3 clusters Score -1780144 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1780716.000000 Penalty: 4766.886719
	Iteration 12Q: 3 clusters Score -1780716 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1781252.375000 Penalty: 4766.886719
	Iteration 13Q: 3 clusters Score -1781252 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1781696.125000 Penalty: 4766.886719
	Iteration 14Q: 3 clusters Score -1781696 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1782018.125000 Penalty: 4766.886719
	Iteration 15Q: 3 clusters Score -1782018 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1782239.875000 Penalty: 4766.886719
	Iteration 16Q: 3 clusters Score -1782240 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1782404.375000 Penalty: 4766.886719
	Iteration 17Q: 3 clusters Score -1782404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1782510.000000 Penalty: 4766.886719
	Iteration 18Q: 3 clusters Score -1782510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1782582.500000 Penalty: 4766.886719
	Iteration 19Q: 3 clusters Score -1782582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1782630.500000 Penalty: 4766.886719
	Iteration 20F: 3 clusters Score -1782630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1782652.000000 Penalty: 4766.886719
	Iteration 21Q: 3 clusters Score -1782652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1782661.125000 Penalty: 4766.886719
	Iteration 22Q: 3 clusters Score -1782661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1782671.625000 Penalty: 4766.886719
	Iteration 23Q: 3 clusters Score -1782672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1782680.875000 Penalty: 4766.886719
	Iteration 24Q: 3 clusters Score -1782681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1782687.500000 Penalty: 4766.886719
	Iteration 25Q: 3 clusters Score -1782688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1782692.250000 Penalty: 4766.886719
	Iteration 26Q: 3 clusters Score -1782692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1782692.750000 Penalty: 4766.886719
	Iteration 27Q: 3 clusters Score -1782693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1782693.500000 Penalty: 4766.886719
	Iteration 28Q: 3 clusters Score -1782694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1782695.125000 Penalty: 4766.886719
	Iteration 29Q: 3 clusters Score -1782695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1782696.250000 Penalty: 4766.886719
	Iteration 30Q: 3 clusters Score -1782696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1782696.250000 Penalty: 4766.886719
	Iteration 31F: 3 clusters Score -1782696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1034789.437500 Penalty: 2271.391357
	Iteration 0F: 2 clusters Score -1034789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1027423.125000 Penalty: 4542.782715
	Iteration 0F: 3 clusters Score -1027423 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1029731.562500 Penalty: 4542.782715
	Iteration 1F: 3 clusters Score -1029732 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1030199.812500 Penalty: 4542.782715
	Iteration 2F: 3 clusters Score -1030200 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1030578.062500 Penalty: 4542.782715
	Iteration 3F: 3 clusters Score -1030578 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1030844.625000 Penalty: 4542.782715
	Iteration 4F: 3 clusters Score -1030845 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1031048.375000 Penalty: 4542.782715
	Iteration 5Q: 3 clusters Score -1031048 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1031224.000000 Penalty: 4542.782715
	Iteration 6Q: 3 clusters Score -1031224 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1031391.187500 Penalty: 4542.782715
	Iteration 7Q: 3 clusters Score -1031391 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1031540.312500 Penalty: 4542.782715
	Iteration 8Q: 3 clusters Score -1031540 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1031661.937500 Penalty: 4542.782715
	Iteration 9Q: 3 clusters Score -1031662 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1031776.187500 Penalty: 4542.782715
	Iteration 10Q: 3 clusters Score -1031776 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1031902.937500 Penalty: 4542.782715
	Iteration 11Q: 3 clusters Score -1031903 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1032024.437500 Penalty: 4542.782715
	Iteration 12Q: 3 clusters Score -1032024 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1032141.750000 Penalty: 4542.782715
	Iteration 13Q: 3 clusters Score -1032142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1032243.875000 Penalty: 4542.782715
	Iteration 14Q: 3 clusters Score -1032244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1032339.875000 Penalty: 4542.782715
	Iteration 15Q: 3 clusters Score -1032340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1032444.250000 Penalty: 4542.782715
	Iteration 16Q: 3 clusters Score -1032444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1032546.125000 Penalty: 4542.782715
	Iteration 17Q: 3 clusters Score -1032546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1032648.687500 Penalty: 4542.782715
	Iteration 18Q: 3 clusters Score -1032649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1032731.437500 Penalty: 4542.782715
	Iteration 19Q: 3 clusters Score -1032731 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1032814.375000 Penalty: 4542.782715
	Iteration 20F: 3 clusters Score -1032814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1032879.812500 Penalty: 4542.782715
	Iteration 21Q: 3 clusters Score -1032880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1032958.500000 Penalty: 4542.782715
	Iteration 22Q: 3 clusters Score -1032958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1033046.625000 Penalty: 4542.782715
	Iteration 23Q: 3 clusters Score -1033047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1033114.562500 Penalty: 4542.782715
	Iteration 24Q: 3 clusters Score -1033115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1033170.250000 Penalty: 4542.782715
	Iteration 25Q: 3 clusters Score -1033170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1033207.812500 Penalty: 4542.782715
	Iteration 26Q: 3 clusters Score -1033208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1033236.625000 Penalty: 4542.782715
	Iteration 27Q: 3 clusters Score -1033237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1033256.125000 Penalty: 4542.782715
	Iteration 28Q: 3 clusters Score -1033256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1033269.750000 Penalty: 4542.782715
	Iteration 29Q: 3 clusters Score -1033270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1033272.000000 Penalty: 4542.782715
	Iteration 30Q: 3 clusters Score -1033272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1033276.750000 Penalty: 4542.782715
	Iteration 31Q: 3 clusters Score -1033277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1033279.187500 Penalty: 4542.782715
	Iteration 32Q: 3 clusters Score -1033279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1033279.312500 Penalty: 4542.782715
	Iteration 33Q: 3 clusters Score -1033279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1033282.000000 Penalty: 4542.782715
	Iteration 34Q: 3 clusters Score -1033282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1033280.562500 Penalty: 4542.782715
	Iteration 35Q: 3 clusters Score -1033281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1033281.625000 Penalty: 4542.782715
	Iteration 36Q: 3 clusters Score -1033282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1033283.625000 Penalty: 4542.782715
	Iteration 37Q: 3 clusters Score -1033284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1033284.125000 Penalty: 4542.782715
	Iteration 38Q: 3 clusters Score -1033284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1033286.437500 Penalty: 4542.782715
	Iteration 39Q: 3 clusters Score -1033286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1033291.812500 Penalty: 4542.782715
	Iteration 40F: 3 clusters Score -1033292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1033301.062500 Penalty: 4542.782715
	Iteration 41Q: 3 clusters Score -1033301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1033307.625000 Penalty: 4542.782715
	Iteration 42Q: 3 clusters Score -1033308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1033315.750000 Penalty: 4542.782715
	Iteration 43Q: 3 clusters Score -1033316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1033320.375000 Penalty: 4542.782715
	Iteration 44Q: 3 clusters Score -1033320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1033319.437500 Penalty: 4542.782715
	Iteration 45Q: 3 clusters Score -1033319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1033322.062500 Penalty: 4542.782715
	Iteration 46Q: 3 clusters Score -1033322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1033322.062500 Penalty: 4542.782715
	Iteration 47F: 3 clusters Score -1033322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 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: -137526.687500 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137526.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137890.140625 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137890.1 nChanged 87
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: -137975.750000 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -137975.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138024.640625 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -138024.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138062.796875 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -138062.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138088.093750 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138088.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138118.515625 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138118.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138154.984375 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138199.656250 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138199.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -138251.156250 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138319.468750 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138319.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138409.375000 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138409.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138520.015625 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138617.218750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138617.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -138696.171875 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138696.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138726.828125 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138726.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -138744.312500 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138744.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138763.531250 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138763.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138779.640625 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -138788.781250 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -138793.015625 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -138796.125000 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138798.187500 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -138801.015625 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -138801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138802.828125 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -138802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -138804.000000 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -138804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -138810.031250 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -138810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138812.984375 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -138813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138814.000000 Penalty: 3523.655518
	Iteration 28Q: 3 clusters Score -138814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138814.000000 Penalty: 3523.655518
	Iteration 29F: 3 clusters Score -138814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 429 members 
Entering Unmasked Estep 
Score: -80270.796875 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80270.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80540.367188 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80540.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80660.140625 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80660.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80700.390625 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -80700.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80735.562500 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -80735.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80753.703125 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -80753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80768.171875 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -80768.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80779.343750 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -80779.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80794.906250 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -80794.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80808.304688 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -80808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80826.273438 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -80826.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80853.140625 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -80853.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80898.054688 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -80898.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -80946.093750 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -80946.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80984.351562 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -80984.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81047.304688 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81047.3 nChanged 13
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: -81087.953125 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81087.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81133.914062 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -81133.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81180.945312 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -81180.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81208.132812 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -81208.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81238.046875 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -81238.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81265.148438 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -81265.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81302.054688 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -81302.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81348.656250 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -81348.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81448.507812 Penalty: 3331.430908
	Iteration 24Q: 3 clusters Score -81448.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81571.703125 Penalty: 3331.430908
	Iteration 25Q: 3 clusters Score -81571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81608.304688 Penalty: 3331.430908
	Iteration 26Q: 3 clusters Score -81608.3 nChanged 5
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: -81620.500000 Penalty: 3331.430908
	Iteration 27Q: 3 clusters Score -81620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81623.343750 Penalty: 3331.430908
	Iteration 28Q: 3 clusters Score -81623.34 nChanged 1
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: -81625.062500 Penalty: 3331.430908
	Iteration 29Q: 3 clusters Score -81625.06 nChanged 0
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: -81625.062500 Penalty: 3331.430908
	Iteration 30F: 3 clusters Score -81625.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -646331.562500 Penalty: 2140.502441
	Iteration 0F: 2 clusters Score -646331.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -641389.562500 Penalty: 4281.004883
	Iteration 0F: 3 clusters Score -641389.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -642499.625000 Penalty: 4281.004883
	Iteration 1F: 3 clusters Score -642499.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -642723.312500 Penalty: 4281.004883
	Iteration 2F: 3 clusters Score -642723.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -642898.937500 Penalty: 4281.004883
	Iteration 3F: 3 clusters Score -642898.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -643017.375000 Penalty: 4281.004883
	Iteration 4Q: 3 clusters Score -643017.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -643126.500000 Penalty: 4281.004883
	Iteration 5Q: 3 clusters Score -643126.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -643227.312500 Penalty: 4281.004883
	Iteration 6Q: 3 clusters Score -643227.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -643319.000000 Penalty: 4281.004883
	Iteration 7Q: 3 clusters Score -643319 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -643404.687500 Penalty: 4281.004883
	Iteration 8Q: 3 clusters Score -643404.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -643485.562500 Penalty: 4281.004883
	Iteration 9Q: 3 clusters Score -643485.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -643551.687500 Penalty: 4281.004883
	Iteration 10Q: 3 clusters Score -643551.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -643606.562500 Penalty: 4281.004883
	Iteration 11Q: 3 clusters Score -643606.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -643651.125000 Penalty: 4281.004883
	Iteration 12Q: 3 clusters Score -643651.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -643690.062500 Penalty: 4281.004883
	Iteration 13Q: 3 clusters Score -643690.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -643721.500000 Penalty: 4281.004883
	Iteration 14Q: 3 clusters Score -643721.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -643747.687500 Penalty: 4281.004883
	Iteration 15Q: 3 clusters Score -643747.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -643768.375000 Penalty: 4281.004883
	Iteration 16Q: 3 clusters Score -643768.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -643797.000000 Penalty: 4281.004883
	Iteration 17Q: 3 clusters Score -643797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -643824.375000 Penalty: 4281.004883
	Iteration 18Q: 3 clusters Score -643824.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -643852.500000 Penalty: 4281.004883
	Iteration 19Q: 3 clusters Score -643852.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -643876.875000 Penalty: 4281.004883
	Iteration 20F: 3 clusters Score -643876.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -643902.750000 Penalty: 4281.004883
	Iteration 21Q: 3 clusters Score -643902.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -643922.375000 Penalty: 4281.004883
	Iteration 22Q: 3 clusters Score -643922.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -643938.812500 Penalty: 4281.004883
	Iteration 23Q: 3 clusters Score -643938.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -643962.937500 Penalty: 4281.004883
	Iteration 24Q: 3 clusters Score -643962.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -643991.187500 Penalty: 4281.004883
	Iteration 25Q: 3 clusters Score -643991.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -644023.062500 Penalty: 4281.004883
	Iteration 26Q: 3 clusters Score -644023.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -644066.812500 Penalty: 4281.004883
	Iteration 27Q: 3 clusters Score -644066.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -644109.875000 Penalty: 4281.004883
	Iteration 28Q: 3 clusters Score -644109.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -644154.187500 Penalty: 4281.004883
	Iteration 29Q: 3 clusters Score -644154.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -644200.437500 Penalty: 4281.004883
	Iteration 30Q: 3 clusters Score -644200.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -644232.937500 Penalty: 4281.004883
	Iteration 31Q: 3 clusters Score -644232.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -644261.125000 Penalty: 4281.004883
	Iteration 32Q: 3 clusters Score -644261.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -644287.937500 Penalty: 4281.004883
	Iteration 33Q: 3 clusters Score -644287.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -644327.687500 Penalty: 4281.004883
	Iteration 34Q: 3 clusters Score -644327.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -644360.812500 Penalty: 4281.004883
	Iteration 35Q: 3 clusters Score -644360.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -644409.875000 Penalty: 4281.004883
	Iteration 36Q: 3 clusters Score -644409.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -644444.562500 Penalty: 4281.004883
	Iteration 37Q: 3 clusters Score -644444.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -644476.875000 Penalty: 4281.004883
	Iteration 38Q: 3 clusters Score -644476.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -644502.062500 Penalty: 4281.004883
	Iteration 39Q: 3 clusters Score -644502.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -644522.312500 Penalty: 4281.004883
	Iteration 40F: 3 clusters Score -644522.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -644536.750000 Penalty: 4281.004883
	Iteration 41Q: 3 clusters Score -644536.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -644557.187500 Penalty: 4281.004883
	Iteration 42Q: 3 clusters Score -644557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -644568.937500 Penalty: 4281.004883
	Iteration 43Q: 3 clusters Score -644568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -644579.562500 Penalty: 4281.004883
	Iteration 44Q: 3 clusters Score -644579.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -644588.875000 Penalty: 4281.004883
	Iteration 45Q: 3 clusters Score -644588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -644595.812500 Penalty: 4281.004883
	Iteration 46Q: 3 clusters Score -644595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -644603.562500 Penalty: 4281.004883
	Iteration 47Q: 3 clusters Score -644603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -644610.312500 Penalty: 4281.004883
	Iteration 48Q: 3 clusters Score -644610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -644614.875000 Penalty: 4281.004883
	Iteration 49Q: 3 clusters Score -644614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -644616.687500 Penalty: 4281.004883
	Iteration 50Q: 3 clusters Score -644616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -644618.500000 Penalty: 4281.004883
	Iteration 51Q: 3 clusters Score -644618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -644619.250000 Penalty: 4281.004883
	Iteration 52Q: 3 clusters Score -644619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -644620.250000 Penalty: 4281.004883
	Iteration 53Q: 3 clusters Score -644620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -644620.500000 Penalty: 4281.004883
	Iteration 54Q: 3 clusters Score -644620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -644622.062500 Penalty: 4281.004883
	Iteration 55Q: 3 clusters Score -644622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -644622.062500 Penalty: 4281.004883
	Iteration 56F: 3 clusters Score -644622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -397016.562500 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -397016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -393369.250000 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -393369.2 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -394092.156250 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -394092.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -394253.687500 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -394253.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -394358.937500 Penalty: 4059.795654
	Iteration 3Q: 3 clusters Score -394358.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -394427.312500 Penalty: 4059.795654
	Iteration 4Q: 3 clusters Score -394427.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -394487.687500 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -394487.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -394548.812500 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -394548.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -394614.656250 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -394614.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -394690.312500 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -394690.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -394772.406250 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -394772.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -394850.625000 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -394850.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -394942.968750 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -394943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -395057.343750 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -395057.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -395235.000000 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -395235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -395452.281250 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -395452.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -395677.593750 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -395677.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -395862.718750 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -395862.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -395963.218750 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -395963.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -396021.875000 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -396021.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -396057.000000 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -396057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -396079.968750 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -396080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -396098.718750 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -396098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -396114.562500 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -396114.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -396125.531250 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -396125.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -396133.437500 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -396133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -396138.093750 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -396138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -396142.812500 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -396142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -396143.250000 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -396143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -396145.968750 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -396146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -396149.312500 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -396149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -396152.312500 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -396152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -396153.718750 Penalty: 4059.795654
	Iteration 31Q: 3 clusters Score -396153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -396155.843750 Penalty: 4059.795654
	Iteration 32Q: 3 clusters Score -396155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -396159.562500 Penalty: 4059.795654
	Iteration 33Q: 3 clusters Score -396159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -396160.937500 Penalty: 4059.795654
	Iteration 34Q: 3 clusters Score -396160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -396162.093750 Penalty: 4059.795654
	Iteration 35Q: 3 clusters Score -396162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -396162.093750 Penalty: 4059.795654
	Iteration 36F: 3 clusters Score -396162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -736983.000000 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -736983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -731406.062500 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -731406.1 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -732844.625000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -732844.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -733123.000000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -733123 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -733303.875000 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -733303.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -733485.187500 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -733485.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -733682.187500 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -733682.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -733888.500000 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -733888.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -734064.375000 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -734064.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -734228.937500 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -734228.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -734379.000000 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -734379 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -734507.937500 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -734507.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -734624.562500 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -734624.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -734711.875000 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -734711.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -734796.250000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -734796.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -734855.625000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -734855.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -734916.937500 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -734916.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -734964.812500 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -734964.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -734999.125000 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -734999.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -735024.187500 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -735024.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -735054.437500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -735054.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -735089.875000 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -735089.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -735114.125000 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -735114.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -735134.250000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -735134.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -735148.000000 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -735148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -735161.750000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -735161.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -735174.562500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -735174.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -735183.187500 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -735183.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -735190.500000 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -735190.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -735200.875000 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -735200.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -735208.812500 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -735208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -735213.187500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -735213.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -735218.625000 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -735218.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -735221.125000 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -735221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -735224.562500 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -735224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -735227.312500 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -735227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -735231.000000 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -735231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -735232.500000 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -735232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -735235.750000 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -735235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -735237.062500 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -735237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -735237.375000 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -735237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -735241.812500 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -735241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -735242.812500 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -735242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -735242.250000 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -735242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -735243.125000 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -735243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -735242.187500 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -735242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -735242.687500 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -735242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -735244.062500 Penalty: 4365.528809
	Iteration 46Q: 3 clusters Score -735244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -735246.375000 Penalty: 4365.528809
	Iteration 47Q: 3 clusters Score -735246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -735246.750000 Penalty: 4365.528809
	Iteration 48Q: 3 clusters Score -735246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -735249.375000 Penalty: 4365.528809
	Iteration 49Q: 3 clusters Score -735249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -735253.437500 Penalty: 4365.528809
	Iteration 50Q: 3 clusters Score -735253.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -735256.812500 Penalty: 4365.528809
	Iteration 51Q: 3 clusters Score -735256.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -735263.187500 Penalty: 4365.528809
	Iteration 52Q: 3 clusters Score -735263.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -735272.000000 Penalty: 4365.528809
	Iteration 53Q: 3 clusters Score -735272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -735280.125000 Penalty: 4365.528809
	Iteration 54Q: 3 clusters Score -735280.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -735283.812500 Penalty: 4365.528809
	Iteration 55Q: 3 clusters Score -735283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -735288.250000 Penalty: 4365.528809
	Iteration 56Q: 3 clusters Score -735288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -735293.250000 Penalty: 4365.528809
	Iteration 57Q: 3 clusters Score -735293.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -735296.625000 Penalty: 4365.528809
	Iteration 58Q: 3 clusters Score -735296.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -735302.312500 Penalty: 4365.528809
	Iteration 59Q: 3 clusters Score -735302.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -735303.875000 Penalty: 4365.528809
	Iteration 60F: 3 clusters Score -735303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -735309.312500 Penalty: 4365.528809
	Iteration 61Q: 3 clusters Score -735309.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -735313.937500 Penalty: 4365.528809
	Iteration 62Q: 3 clusters Score -735313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -735323.562500 Penalty: 4365.528809
	Iteration 63Q: 3 clusters Score -735323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -735327.875000 Penalty: 4365.528809
	Iteration 64Q: 3 clusters Score -735327.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -735336.125000 Penalty: 4365.528809
	Iteration 65Q: 3 clusters Score -735336.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -735342.500000 Penalty: 4365.528809
	Iteration 66Q: 3 clusters Score -735342.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -735353.000000 Penalty: 4365.528809
	Iteration 67Q: 3 clusters Score -735353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -735360.125000 Penalty: 4365.528809
	Iteration 68Q: 3 clusters Score -735360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -735368.312500 Penalty: 4365.528809
	Iteration 69Q: 3 clusters Score -735368.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -735378.250000 Penalty: 4365.528809
	Iteration 70Q: 3 clusters Score -735378.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -735385.562500 Penalty: 4365.528809
	Iteration 71Q: 3 clusters Score -735385.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -735393.312500 Penalty: 4365.528809
	Iteration 72Q: 3 clusters Score -735393.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -735398.187500 Penalty: 4365.528809
	Iteration 73Q: 3 clusters Score -735398.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -735403.687500 Penalty: 4365.528809
	Iteration 74Q: 3 clusters Score -735403.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -735409.500000 Penalty: 4365.528809
	Iteration 75Q: 3 clusters Score -735409.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -735415.125000 Penalty: 4365.528809
	Iteration 76Q: 3 clusters Score -735415.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -735417.750000 Penalty: 4365.528809
	Iteration 77Q: 3 clusters Score -735417.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -735429.375000 Penalty: 4365.528809
	Iteration 78Q: 3 clusters Score -735429.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -735437.687500 Penalty: 4365.528809
	Iteration 79Q: 3 clusters Score -735437.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -735442.562500 Penalty: 4365.528809
	Iteration 80F: 3 clusters Score -735442.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -735450.437500 Penalty: 4365.528809
	Iteration 81Q: 3 clusters Score -735450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -735456.062500 Penalty: 4365.528809
	Iteration 82Q: 3 clusters Score -735456.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -735467.562500 Penalty: 4365.528809
	Iteration 83Q: 3 clusters Score -735467.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -735475.500000 Penalty: 4365.528809
	Iteration 84Q: 3 clusters Score -735475.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -735489.250000 Penalty: 4365.528809
	Iteration 85Q: 3 clusters Score -735489.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -735498.812500 Penalty: 4365.528809
	Iteration 86Q: 3 clusters Score -735498.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -735507.062500 Penalty: 4365.528809
	Iteration 87Q: 3 clusters Score -735507.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -735513.562500 Penalty: 4365.528809
	Iteration 88Q: 3 clusters Score -735513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -735518.000000 Penalty: 4365.528809
	Iteration 89Q: 3 clusters Score -735518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -735524.250000 Penalty: 4365.528809
	Iteration 90Q: 3 clusters Score -735524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -735532.562500 Penalty: 4365.528809
	Iteration 91Q: 3 clusters Score -735532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -735532.937500 Penalty: 4365.528809
	Iteration 92Q: 3 clusters Score -735532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -735539.625000 Penalty: 4365.528809
	Iteration 93Q: 3 clusters Score -735539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -735543.375000 Penalty: 4365.528809
	Iteration 94Q: 3 clusters Score -735543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -735544.187500 Penalty: 4365.528809
	Iteration 95Q: 3 clusters Score -735544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -735544.437500 Penalty: 4365.528809
	Iteration 96Q: 3 clusters Score -735544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -735547.500000 Penalty: 4365.528809
	Iteration 97Q: 3 clusters Score -735547.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -735550.187500 Penalty: 4365.528809
	Iteration 98Q: 3 clusters Score -735550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -735556.062500 Penalty: 4365.528809
	Iteration 99Q: 3 clusters Score -735556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -735559.250000 Penalty: 4365.528809
	Iteration 100F: 3 clusters Score -735559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -735565.750000 Penalty: 4365.528809
	Iteration 101Q: 3 clusters Score -735565.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -735572.000000 Penalty: 4365.528809
	Iteration 102Q: 3 clusters Score -735572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -735578.500000 Penalty: 4365.528809
	Iteration 103Q: 3 clusters Score -735578.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -735588.437500 Penalty: 4365.528809
	Iteration 104Q: 3 clusters Score -735588.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -735595.500000 Penalty: 4365.528809
	Iteration 105Q: 3 clusters Score -735595.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -735603.000000 Penalty: 4365.528809
	Iteration 106Q: 3 clusters Score -735603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -735608.812500 Penalty: 4365.528809
	Iteration 107Q: 3 clusters Score -735608.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -735614.312500 Penalty: 4365.528809
	Iteration 108Q: 3 clusters Score -735614.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -735622.250000 Penalty: 4365.528809
	Iteration 109Q: 3 clusters Score -735622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -735630.562500 Penalty: 4365.528809
	Iteration 110Q: 3 clusters Score -735630.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -735639.875000 Penalty: 4365.528809
	Iteration 111Q: 3 clusters Score -735639.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -735646.625000 Penalty: 4365.528809
	Iteration 112Q: 3 clusters Score -735646.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -735657.000000 Penalty: 4365.528809
	Iteration 113Q: 3 clusters Score -735657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -735668.500000 Penalty: 4365.528809
	Iteration 114Q: 3 clusters Score -735668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -735675.687500 Penalty: 4365.528809
	Iteration 115Q: 3 clusters Score -735675.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -735679.875000 Penalty: 4365.528809
	Iteration 116Q: 3 clusters Score -735679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -735686.000000 Penalty: 4365.528809
	Iteration 117Q: 3 clusters Score -735686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -735691.062500 Penalty: 4365.528809
	Iteration 118Q: 3 clusters Score -735691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -735698.312500 Penalty: 4365.528809
	Iteration 119Q: 3 clusters Score -735698.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -735701.062500 Penalty: 4365.528809
	Iteration 120F: 3 clusters Score -735701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -735703.125000 Penalty: 4365.528809
	Iteration 121Q: 3 clusters Score -735703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -735706.562500 Penalty: 4365.528809
	Iteration 122Q: 3 clusters Score -735706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -735707.312500 Penalty: 4365.528809
	Iteration 123Q: 3 clusters Score -735707.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -735710.562500 Penalty: 4365.528809
	Iteration 124Q: 3 clusters Score -735710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -735712.125000 Penalty: 4365.528809
	Iteration 125Q: 3 clusters Score -735712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -735713.375000 Penalty: 4365.528809
	Iteration 126Q: 3 clusters Score -735713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -735714.375000 Penalty: 4365.528809
	Iteration 127Q: 3 clusters Score -735714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -735714.375000 Penalty: 4365.528809
	Iteration 128F: 3 clusters Score -735714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127945.914062 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127945.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128236.945312 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128236.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128355.632812 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128355.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128413.085938 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128413.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128445.648438 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128445.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -128465.179688 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128483.632812 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128506.929688 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128506.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128531.296875 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128531.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -128547.851562 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128554.679688 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128554.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128561.226562 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128565.234375 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -128569.265625 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128573.140625 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128579.750000 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -128579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128586.828125 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -128586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128594.398438 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -128594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -128597.359375 Penalty: 3495.568604
	Iteration 18Q: 3 clusters Score -128597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128600.281250 Penalty: 3495.568604
	Iteration 19Q: 3 clusters Score -128600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -128601.101562 Penalty: 3495.568604
	Iteration 20F: 3 clusters Score -128601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128601.992188 Penalty: 3495.568604
	Iteration 21Q: 3 clusters Score -128602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128601.992188 Penalty: 3495.568604
	Iteration 22F: 3 clusters Score -128602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -417382.718750 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -417382.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -413638.468750 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -413638.5 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -414668.718750 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -414668.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -415172.843750 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -415172.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -415587.937500 Penalty: 4091.789551
	Iteration 3F: 3 clusters Score -415587.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -415878.218750 Penalty: 4091.789551
	Iteration 4F: 3 clusters Score -415878.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -416093.750000 Penalty: 4091.789551
	Iteration 5F: 3 clusters Score -416093.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -416308.843750 Penalty: 4091.789551
	Iteration 6F: 3 clusters Score -416308.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -416544.750000 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -416544.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -416773.031250 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -416773 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -416931.218750 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -416931.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -417015.531250 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -417015.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -417068.031250 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -417068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -417091.781250 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -417091.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -417107.531250 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -417107.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -417116.687500 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -417116.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -417125.093750 Penalty: 4091.789551
	Iteration 15Q: 3 clusters Score -417125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -417130.093750 Penalty: 4091.789551
	Iteration 16Q: 3 clusters Score -417130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -417133.343750 Penalty: 4091.789551
	Iteration 17Q: 3 clusters Score -417133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -417136.625000 Penalty: 4091.789551
	Iteration 18Q: 3 clusters Score -417136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -417138.437500 Penalty: 4091.789551
	Iteration 19Q: 3 clusters Score -417138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -417138.875000 Penalty: 4091.789551
	Iteration 20F: 3 clusters Score -417138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -417144.500000 Penalty: 4091.789551
	Iteration 21Q: 3 clusters Score -417144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -417145.156250 Penalty: 4091.789551
	Iteration 22Q: 3 clusters Score -417145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -417145.500000 Penalty: 4091.789551
	Iteration 23Q: 3 clusters Score -417145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -417146.593750 Penalty: 4091.789551
	Iteration 24Q: 3 clusters Score -417146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -417146.281250 Penalty: 4091.789551
	Iteration 25Q: 3 clusters Score -417146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -417146.281250 Penalty: 4091.789551
	Iteration 26F: 3 clusters Score -417146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 491 members 
Entering Unmasked Estep 
Score: -90395.523438 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90395.52 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90966.476562 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -90966.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91428.632812 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91428.63 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91683.750000 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91683.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91838.687500 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91838.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92004.914062 Penalty: 3398.712158
	Iteration 5F: 3 clusters Score -92004.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92168.328125 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92168.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92263.265625 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92263.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92314.078125 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92314.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -92339.742188 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92339.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -92347.304688 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -92347.304688 Penalty: 3398.712158
	Iteration 11F: 3 clusters Score -92347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84083 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322095 members 
Mstep: Class 7 contains 75942 members 
Mstep: Class 8 contains 45787 members 
Mstep: Class 9 contains 74616 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52109 members 
Mstep: Class 13 contains 333037 members 
Mstep: Class 14 contains 58643 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201911 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37461 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 14923 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 686 members 
Mstep: Class 33 contains 213036 members 
Entering Unmasked Estep 
Score: -183995440.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -183997264.000000 to -183995440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (213036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213036 members 
Entering Unmasked Estep 
Score: -25078126.000000 Penalty: 3042.765625
	Iteration 0F: 2 clusters Score -2.507813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -24940210.000000 Penalty: 6085.531250
	Iteration 0F: 3 clusters Score -2.494021e+07 nChanged 102627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -25000226.000000 Penalty: 6085.531250
	Iteration 1F: 3 clusters Score -2.500023e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -25001000.000000 Penalty: 6085.531250
	Iteration 2Q: 3 clusters Score -2.5001e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -25002324.000000 Penalty: 6085.531250
	Iteration 3Q: 3 clusters Score -2.500232e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -25004376.000000 Penalty: 6085.531250
	Iteration 4Q: 3 clusters Score -2.500438e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113911 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -25007044.000000 Penalty: 6085.531250
	Iteration 5Q: 3 clusters Score -2.500704e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -25010290.000000 Penalty: 6085.531250
	Iteration 6Q: 3 clusters Score -2.501029e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122722 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -25014666.000000 Penalty: 6085.531250
	Iteration 7Q: 3 clusters Score -2.501467e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -25020240.000000 Penalty: 6085.531250
	Iteration 8F: 3 clusters Score -2.502024e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -25027052.000000 Penalty: 6085.531250
	Iteration 9F: 3 clusters Score -2.502705e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -25035386.000000 Penalty: 6085.531250
	Iteration 10F: 3 clusters Score -2.503539e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -25044642.000000 Penalty: 6085.531250
	Iteration 11F: 3 clusters Score -2.504464e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -25052722.000000 Penalty: 6085.531250
	Iteration 12F: 3 clusters Score -2.505272e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -25059440.000000 Penalty: 6085.531250
	Iteration 13Q: 3 clusters Score -2.505944e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182671 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -25064202.000000 Penalty: 6085.531250
	Iteration 14Q: 3 clusters Score -2.50642e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188081 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -25067366.000000 Penalty: 6085.531250
	Iteration 15Q: 3 clusters Score -2.506737e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192504 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -25069564.000000 Penalty: 6085.531250
	Iteration 16Q: 3 clusters Score -2.506956e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196115 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -25071170.000000 Penalty: 6085.531250
	Iteration 17Q: 3 clusters Score -2.507117e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199142 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -25072244.000000 Penalty: 6085.531250
	Iteration 18Q: 3 clusters Score -2.507224e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201713 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -25073286.000000 Penalty: 6085.531250
	Iteration 19Q: 3 clusters Score -2.507329e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203847 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -25073982.000000 Penalty: 6085.531250
	Iteration 20F: 3 clusters Score -2.507398e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205510 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -25074552.000000 Penalty: 6085.531250
	Iteration 21Q: 3 clusters Score -2.507455e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -25074952.000000 Penalty: 6085.531250
	Iteration 22Q: 3 clusters Score -2.507495e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207926 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -25075148.000000 Penalty: 6085.531250
	Iteration 23Q: 3 clusters Score -2.507515e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208727 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -25075288.000000 Penalty: 6085.531250
	Iteration 24Q: 3 clusters Score -2.507529e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209361 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -25075556.000000 Penalty: 6085.531250
	Iteration 25Q: 3 clusters Score -2.507556e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209824 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -25075682.000000 Penalty: 6085.531250
	Iteration 26Q: 3 clusters Score -2.507568e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210204 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -25075800.000000 Penalty: 6085.531250
	Iteration 27Q: 3 clusters Score -2.50758e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210487 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -25075828.000000 Penalty: 6085.531250
	Iteration 28Q: 3 clusters Score -2.507583e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210708 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -25075836.000000 Penalty: 6085.531250
	Iteration 29Q: 3 clusters Score -2.507584e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210885 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -25075848.000000 Penalty: 6085.531250
	Iteration 30Q: 3 clusters Score -2.507585e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211021 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -25075864.000000 Penalty: 6085.531250
	Iteration 31Q: 3 clusters Score -2.507586e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211134 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -25075870.000000 Penalty: 6085.531250
	Iteration 32Q: 3 clusters Score -2.507587e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211223 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -25075894.000000 Penalty: 6085.531250
	Iteration 33Q: 3 clusters Score -2.507589e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211300 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -25075900.000000 Penalty: 6085.531250
	Iteration 34Q: 3 clusters Score -2.50759e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211365 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -25075964.000000 Penalty: 6085.531250
	Iteration 35Q: 3 clusters Score -2.507596e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211423 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -25075968.000000 Penalty: 6085.531250
	Iteration 36Q: 3 clusters Score -2.507597e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211473 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -25075986.000000 Penalty: 6085.531250
	Iteration 37Q: 3 clusters Score -2.507599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211515 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -25076022.000000 Penalty: 6085.531250
	Iteration 38Q: 3 clusters Score -2.507602e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211553 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -25076058.000000 Penalty: 6085.531250
	Iteration 39Q: 3 clusters Score -2.507606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -25076058.000000 Penalty: 6085.531250
	Iteration 40F: 3 clusters Score -2.507606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211593 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25076068.000000 Penalty: 6085.531250
	Iteration 41Q: 3 clusters Score -2.507607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211608 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25076076.000000 Penalty: 6085.531250
	Iteration 42Q: 3 clusters Score -2.507608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -25076074.000000 Penalty: 6085.531250
	Iteration 43Q: 3 clusters Score -2.507607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211635 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -25076096.000000 Penalty: 6085.531250
	Iteration 44Q: 3 clusters Score -2.50761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211648 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25076060.000000 Penalty: 6085.531250
	Iteration 45Q: 3 clusters Score -2.507606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211654 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -25076050.000000 Penalty: 6085.531250
	Iteration 46Q: 3 clusters Score -2.507605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211668 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -25076058.000000 Penalty: 6085.531250
	Iteration 47Q: 3 clusters Score -2.507606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211686 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -25076078.000000 Penalty: 6085.531250
	Iteration 48Q: 3 clusters Score -2.507608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211698 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -25076074.000000 Penalty: 6085.531250
	Iteration 49Q: 3 clusters Score -2.507607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211710 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -25076076.000000 Penalty: 6085.531250
	Iteration 50Q: 3 clusters Score -2.507608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211719 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -25076076.000000 Penalty: 6085.531250
	Iteration 51Q: 3 clusters Score -2.507608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211733 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -25076074.000000 Penalty: 6085.531250
	Iteration 52Q: 3 clusters Score -2.507607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211742 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -25076074.000000 Penalty: 6085.531250
	Iteration 53Q: 3 clusters Score -2.507607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211749 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -25076070.000000 Penalty: 6085.531250
	Iteration 54Q: 3 clusters Score -2.507607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211760 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -25076066.000000 Penalty: 6085.531250
	Iteration 55Q: 3 clusters Score -2.507607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211761 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -25076074.000000 Penalty: 6085.531250
	Iteration 56Q: 3 clusters Score -2.507607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -25076062.000000 Penalty: 6085.531250
	Iteration 57Q: 3 clusters Score -2.507606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211767 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -25076054.000000 Penalty: 6085.531250
	Iteration 58Q: 3 clusters Score -2.507605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211771 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -25076052.000000 Penalty: 6085.531250
	Iteration 59Q: 3 clusters Score -2.507605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211772 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -25076058.000000 Penalty: 6085.531250
	Iteration 60F: 3 clusters Score -2.507606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -25076058.000000 Penalty: 6085.531250
	Iteration 61Q: 3 clusters Score -2.507606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211779 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -25076066.000000 Penalty: 6085.531250
	Iteration 62Q: 3 clusters Score -2.507607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211786 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -25076062.000000 Penalty: 6085.531250
	Iteration 63Q: 3 clusters Score -2.507606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211791 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -25076070.000000 Penalty: 6085.531250
	Iteration 64Q: 3 clusters Score -2.507607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211793 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -25076060.000000 Penalty: 6085.531250
	Iteration 65Q: 3 clusters Score -2.507606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211799 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -25076064.000000 Penalty: 6085.531250
	Iteration 66Q: 3 clusters Score -2.507606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211802 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -25076070.000000 Penalty: 6085.531250
	Iteration 67Q: 3 clusters Score -2.507607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211804 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -25076044.000000 Penalty: 6085.531250
	Iteration 68Q: 3 clusters Score -2.507604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -25076042.000000 Penalty: 6085.531250
	Iteration 69Q: 3 clusters Score -2.507604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211806 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -25076036.000000 Penalty: 6085.531250
	Iteration 70Q: 3 clusters Score -2.507604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -25076050.000000 Penalty: 6085.531250
	Iteration 71Q: 3 clusters Score -2.507605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -25076050.000000 Penalty: 6085.531250
	Iteration 72F: 3 clusters Score -2.507605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84083 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322095 members 
Mstep: Class 7 contains 75942 members 
Mstep: Class 8 contains 45787 members 
Mstep: Class 9 contains 74616 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52109 members 
Mstep: Class 13 contains 333037 members 
Mstep: Class 14 contains 58643 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 201911 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19031 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37461 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 14923 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997280.000000 Penalty: 113423.679688
Iteration 399Q: 33 clusters Score -1.839973e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84084 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 18983 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322181 members 
Mstep: Class 7 contains 75947 members 
Mstep: Class 8 contains 45797 members 
Mstep: Class 9 contains 74585 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52115 members 
Mstep: Class 13 contains 333041 members 
Mstep: Class 14 contains 58671 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 201998 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 19027 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37492 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 14867 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5602 members 
Mstep: Class 27 contains 3584 members 
Mstep: Class 28 contains 6643 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996976.000000 Penalty: 113423.679688
Iteration 400F: 33 clusters Score -1.83997e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84080 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 322232 members 
Mstep: Class 7 contains 75964 members 
Mstep: Class 8 contains 45801 members 
Mstep: Class 9 contains 74564 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52108 members 
Mstep: Class 13 contains 333047 members 
Mstep: Class 14 contains 58701 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 202072 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 19025 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37527 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 14812 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5601 members 
Mstep: Class 27 contains 3581 members 
Mstep: Class 28 contains 6643 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996848.000000 Penalty: 113423.679688
Iteration 401Q: 33 clusters Score -1.839968e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84078 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 18416 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322248 members 
Mstep: Class 7 contains 75985 members 
Mstep: Class 8 contains 45801 members 
Mstep: Class 9 contains 74553 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52105 members 
Mstep: Class 13 contains 333032 members 
Mstep: Class 14 contains 58707 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 202174 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37557 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 14757 members 
Mstep: Class 23 contains 9532 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5601 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 6642 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996768.000000 Penalty: 113423.679688
Iteration 402Q: 33 clusters Score -1.839968e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84074 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 18134 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322264 members 
Mstep: Class 7 contains 76012 members 
Mstep: Class 8 contains 45807 members 
Mstep: Class 9 contains 74542 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52106 members 
Mstep: Class 13 contains 333056 members 
Mstep: Class 14 contains 58698 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 202289 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19039 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37587 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 14711 members 
Mstep: Class 23 contains 9530 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5598 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 6641 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996464.000000 Penalty: 113423.679688
Iteration 403Q: 33 clusters Score -1.839965e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 17849 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322257 members 
Mstep: Class 7 contains 76037 members 
Mstep: Class 8 contains 45816 members 
Mstep: Class 9 contains 74530 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52106 members 
Mstep: Class 13 contains 333121 members 
Mstep: Class 14 contains 58695 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 202374 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19040 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 37622 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 14671 members 
Mstep: Class 23 contains 9530 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 3575 members 
Mstep: Class 28 contains 6639 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996288.000000 Penalty: 113423.679688
Iteration 404Q: 33 clusters Score -1.839963e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84077 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 17569 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 322203 members 
Mstep: Class 7 contains 76058 members 
Mstep: Class 8 contains 45819 members 
Mstep: Class 9 contains 74516 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52109 members 
Mstep: Class 13 contains 333198 members 
Mstep: Class 14 contains 58707 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 202466 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 37649 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 14641 members 
Mstep: Class 23 contains 9532 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 6639 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996368.000000 Penalty: 113423.679688
Iteration 405Q: 33 clusters Score -1.839964e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84078 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 17288 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322151 members 
Mstep: Class 7 contains 76063 members 
Mstep: Class 8 contains 45829 members 
Mstep: Class 9 contains 74508 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52106 members 
Mstep: Class 13 contains 333281 members 
Mstep: Class 14 contains 58728 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 202538 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 19029 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 37678 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 14601 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 3568 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996480.000000 Penalty: 113423.679688
Iteration 406Q: 33 clusters Score -1.839965e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84080 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 16997 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322088 members 
Mstep: Class 7 contains 76076 members 
Mstep: Class 8 contains 45851 members 
Mstep: Class 9 contains 74493 members 
Mstep: Class 10 contains 9911 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52107 members 
Mstep: Class 13 contains 333382 members 
Mstep: Class 14 contains 58732 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 202601 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 19026 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 37697 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 14563 members 
Mstep: Class 23 contains 9535 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996320.000000 Penalty: 113423.679688
Iteration 407Q: 33 clusters Score -1.839963e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84079 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 16666 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322051 members 
Mstep: Class 7 contains 76090 members 
Mstep: Class 8 contains 45863 members 
Mstep: Class 9 contains 74478 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52111 members 
Mstep: Class 13 contains 333472 members 
Mstep: Class 14 contains 58745 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 202670 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19020 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 14519 members 
Mstep: Class 23 contains 9533 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 3568 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996464.000000 Penalty: 113423.679688
Iteration 408Q: 33 clusters Score -1.839965e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84077 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 16337 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 322002 members 
Mstep: Class 7 contains 76101 members 
Mstep: Class 8 contains 45877 members 
Mstep: Class 9 contains 74467 members 
Mstep: Class 10 contains 10199 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52108 members 
Mstep: Class 13 contains 333551 members 
Mstep: Class 14 contains 58756 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 202746 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 19011 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 37758 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 14481 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3568 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996256.000000 Penalty: 113423.679688
Iteration 409Q: 33 clusters Score -1.839963e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84071 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 15985 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 321935 members 
Mstep: Class 7 contains 76118 members 
Mstep: Class 8 contains 45899 members 
Mstep: Class 9 contains 74448 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52106 members 
Mstep: Class 13 contains 333627 members 
Mstep: Class 14 contains 58763 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 202822 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 19009 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 37788 members 
Mstep: Class 21 contains 8596 members 
Mstep: Class 22 contains 14437 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996384.000000 Penalty: 113423.679688
Iteration 410Q: 33 clusters Score -1.839964e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 15641 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321859 members 
Mstep: Class 7 contains 76146 members 
Mstep: Class 8 contains 45927 members 
Mstep: Class 9 contains 74432 members 
Mstep: Class 10 contains 10558 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52104 members 
Mstep: Class 13 contains 333686 members 
Mstep: Class 14 contains 58760 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 202894 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 37814 members 
Mstep: Class 21 contains 8595 members 
Mstep: Class 22 contains 14395 members 
Mstep: Class 23 contains 9519 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 3573 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996560.000000 Penalty: 113423.679688
Iteration 411Q: 33 clusters Score -1.839966e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84063 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 15317 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321802 members 
Mstep: Class 7 contains 76174 members 
Mstep: Class 8 contains 45944 members 
Mstep: Class 9 contains 74420 members 
Mstep: Class 10 contains 10745 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52090 members 
Mstep: Class 13 contains 333743 members 
Mstep: Class 14 contains 58768 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 202942 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 19009 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 37828 members 
Mstep: Class 21 contains 8594 members 
Mstep: Class 22 contains 14348 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 3575 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996192.000000 Penalty: 113423.679688
Iteration 412Q: 33 clusters Score -1.839962e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321717 members 
Mstep: Class 7 contains 76204 members 
Mstep: Class 8 contains 45962 members 
Mstep: Class 9 contains 74415 members 
Mstep: Class 10 contains 10976 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52077 members 
Mstep: Class 13 contains 333771 members 
Mstep: Class 14 contains 58791 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 203015 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 19005 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 37838 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 14310 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 3573 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 213985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996208.000000 Penalty: 113423.679688
Iteration 413Q: 33 clusters Score -1.839962e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 14580 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321699 members 
Mstep: Class 7 contains 76227 members 
Mstep: Class 8 contains 45979 members 
Mstep: Class 9 contains 74399 members 
Mstep: Class 10 contains 11215 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52061 members 
Mstep: Class 13 contains 333792 members 
Mstep: Class 14 contains 58810 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203068 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 18996 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 37844 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 14260 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5582 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996208.000000 Penalty: 113423.679688
Iteration 414Q: 33 clusters Score -1.839962e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 321711 members 
Mstep: Class 7 contains 76250 members 
Mstep: Class 8 contains 45994 members 
Mstep: Class 9 contains 74383 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52047 members 
Mstep: Class 13 contains 333794 members 
Mstep: Class 14 contains 58824 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203115 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 18991 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 37841 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 14216 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996320.000000 Penalty: 113423.679688
Iteration 415Q: 33 clusters Score -1.839963e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 13789 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 321712 members 
Mstep: Class 7 contains 76274 members 
Mstep: Class 8 contains 46013 members 
Mstep: Class 9 contains 74367 members 
Mstep: Class 10 contains 11796 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52040 members 
Mstep: Class 13 contains 333794 members 
Mstep: Class 14 contains 58833 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203177 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 8592 members 
Mstep: Class 22 contains 14157 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996400.000000 Penalty: 113423.679688
Iteration 416Q: 33 clusters Score -1.839964e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84062 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 13386 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 321736 members 
Mstep: Class 7 contains 76291 members 
Mstep: Class 8 contains 46022 members 
Mstep: Class 9 contains 74351 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52027 members 
Mstep: Class 13 contains 333778 members 
Mstep: Class 14 contains 58862 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203235 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 18989 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 37837 members 
Mstep: Class 21 contains 8601 members 
Mstep: Class 22 contains 14097 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996336.000000 Penalty: 113423.679688
Iteration 417Q: 33 clusters Score -1.839963e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84061 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 12979 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 321708 members 
Mstep: Class 7 contains 76311 members 
Mstep: Class 8 contains 46040 members 
Mstep: Class 9 contains 74336 members 
Mstep: Class 10 contains 12425 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52021 members 
Mstep: Class 13 contains 333783 members 
Mstep: Class 14 contains 58891 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203301 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 18985 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 37838 members 
Mstep: Class 21 contains 8608 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 9509 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 6638 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996208.000000 Penalty: 113423.679688
Iteration 418Q: 33 clusters Score -1.839962e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 12585 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 321705 members 
Mstep: Class 7 contains 76326 members 
Mstep: Class 8 contains 46054 members 
Mstep: Class 9 contains 74314 members 
Mstep: Class 10 contains 12764 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52013 members 
Mstep: Class 13 contains 333787 members 
Mstep: Class 14 contains 58915 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 203345 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 37842 members 
Mstep: Class 21 contains 8611 members 
Mstep: Class 22 contains 13970 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 6637 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996208.000000 Penalty: 113423.679688
Iteration 419Q: 33 clusters Score -1.839962e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84063 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 12195 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321654 members 
Mstep: Class 7 contains 76337 members 
Mstep: Class 8 contains 46083 members 
Mstep: Class 9 contains 74295 members 
Mstep: Class 10 contains 13067 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52011 members 
Mstep: Class 13 contains 333814 members 
Mstep: Class 14 contains 58944 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 203400 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 18973 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 13912 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214508 members 
Entering Unmasked Estep 
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Iteration 420F: 33 clusters Score -1.839961e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 11829 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321643 members 
Mstep: Class 7 contains 76347 members 
Mstep: Class 8 contains 46105 members 
Mstep: Class 9 contains 74262 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52007 members 
Mstep: Class 13 contains 333809 members 
Mstep: Class 14 contains 58966 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 203438 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 18954 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 37848 members 
Mstep: Class 21 contains 8611 members 
Mstep: Class 22 contains 13844 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 3564 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214609 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 421Q: 33 clusters Score -1.839964e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 11461 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321608 members 
Mstep: Class 7 contains 76368 members 
Mstep: Class 8 contains 46121 members 
Mstep: Class 9 contains 74229 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 52003 members 
Mstep: Class 13 contains 333829 members 
Mstep: Class 14 contains 58989 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 203472 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 18939 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 37852 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 13787 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5583 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214686 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 422Q: 33 clusters Score -1.839966e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 11095 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321584 members 
Mstep: Class 7 contains 76384 members 
Mstep: Class 8 contains 46145 members 
Mstep: Class 9 contains 74201 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 333820 members 
Mstep: Class 14 contains 59011 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203528 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 18929 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 37851 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 13724 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5582 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996352.000000 Penalty: 113423.679688
Iteration 423Q: 33 clusters Score -1.839964e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84064 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 10754 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321493 members 
Mstep: Class 7 contains 76416 members 
Mstep: Class 8 contains 46161 members 
Mstep: Class 9 contains 74175 members 
Mstep: Class 10 contains 14325 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51986 members 
Mstep: Class 13 contains 333831 members 
Mstep: Class 14 contains 59038 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203593 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 18915 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37855 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 13656 members 
Mstep: Class 23 contains 9522 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 3564 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996480.000000 Penalty: 113423.679688
Iteration 424Q: 33 clusters Score -1.839965e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321374 members 
Mstep: Class 7 contains 76440 members 
Mstep: Class 8 contains 46162 members 
Mstep: Class 9 contains 74153 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51974 members 
Mstep: Class 13 contains 333888 members 
Mstep: Class 14 contains 59054 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 203669 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 18903 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 37862 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 13577 members 
Mstep: Class 23 contains 9519 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 6636 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996480.000000 Penalty: 113423.679688
Iteration 425Q: 33 clusters Score -1.839965e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321269 members 
Mstep: Class 7 contains 76457 members 
Mstep: Class 8 contains 46170 members 
Mstep: Class 9 contains 74155 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51968 members 
Mstep: Class 13 contains 333895 members 
Mstep: Class 14 contains 59077 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 203719 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 18890 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 37868 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 13499 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 214973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996592.000000 Penalty: 113423.679688
Iteration 426Q: 33 clusters Score -1.839966e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321205 members 
Mstep: Class 7 contains 76473 members 
Mstep: Class 8 contains 46180 members 
Mstep: Class 9 contains 74142 members 
Mstep: Class 10 contains 15207 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51957 members 
Mstep: Class 13 contains 333920 members 
Mstep: Class 14 contains 59086 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 203784 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 18882 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 37883 members 
Mstep: Class 21 contains 8620 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 9522 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5579 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996608.000000 Penalty: 113423.679688
Iteration 427Q: 33 clusters Score -1.839966e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84053 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 9619 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 321116 members 
Mstep: Class 7 contains 76479 members 
Mstep: Class 8 contains 46184 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 15452 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51952 members 
Mstep: Class 13 contains 333946 members 
Mstep: Class 14 contains 59100 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 203853 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 18877 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 37892 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 13305 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996480.000000 Penalty: 113423.679688
Iteration 428Q: 33 clusters Score -1.839965e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84054 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 9409 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 321026 members 
Mstep: Class 7 contains 76488 members 
Mstep: Class 8 contains 46204 members 
Mstep: Class 9 contains 74132 members 
Mstep: Class 10 contains 15706 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51947 members 
Mstep: Class 13 contains 333961 members 
Mstep: Class 14 contains 59122 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 203905 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 18865 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 37894 members 
Mstep: Class 21 contains 8627 members 
Mstep: Class 22 contains 13195 members 
Mstep: Class 23 contains 9515 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996560.000000 Penalty: 113423.679688
Iteration 429Q: 33 clusters Score -1.839966e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84052 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 9232 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 320946 members 
Mstep: Class 7 contains 76482 members 
Mstep: Class 8 contains 46218 members 
Mstep: Class 9 contains 74142 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51941 members 
Mstep: Class 13 contains 333994 members 
Mstep: Class 14 contains 59132 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 203970 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 18858 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 37891 members 
Mstep: Class 21 contains 8632 members 
Mstep: Class 22 contains 13077 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5582 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6633 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996720.000000 Penalty: 113423.679688
Iteration 430Q: 33 clusters Score -1.839967e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84051 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 320857 members 
Mstep: Class 7 contains 76480 members 
Mstep: Class 8 contains 46226 members 
Mstep: Class 9 contains 74141 members 
Mstep: Class 10 contains 16225 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51930 members 
Mstep: Class 13 contains 334058 members 
Mstep: Class 14 contains 59146 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 204038 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 18850 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 37892 members 
Mstep: Class 21 contains 8632 members 
Mstep: Class 22 contains 12968 members 
Mstep: Class 23 contains 9496 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6632 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996976.000000 Penalty: 113423.679688
Iteration 431Q: 33 clusters Score -1.83997e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84052 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 320824 members 
Mstep: Class 7 contains 76473 members 
Mstep: Class 8 contains 46242 members 
Mstep: Class 9 contains 74138 members 
Mstep: Class 10 contains 16459 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51915 members 
Mstep: Class 13 contains 334131 members 
Mstep: Class 14 contains 59165 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 204076 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 37886 members 
Mstep: Class 21 contains 8637 members 
Mstep: Class 22 contains 12834 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 6632 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997056.000000 Penalty: 113423.679688
Iteration 432Q: 33 clusters Score -1.839971e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84053 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 8628 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320786 members 
Mstep: Class 7 contains 76480 members 
Mstep: Class 8 contains 46248 members 
Mstep: Class 9 contains 74140 members 
Mstep: Class 10 contains 16718 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51910 members 
Mstep: Class 13 contains 334166 members 
Mstep: Class 14 contains 59205 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 204114 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 18840 members 
Mstep: Class 19 contains 1408 members 
Mstep: Class 20 contains 37890 members 
Mstep: Class 21 contains 8641 members 
Mstep: Class 22 contains 12692 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 6632 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997184.000000 Penalty: 113423.679688
Iteration 433Q: 33 clusters Score -1.839972e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 8435 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320727 members 
Mstep: Class 7 contains 76484 members 
Mstep: Class 8 contains 46260 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 16962 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51906 members 
Mstep: Class 13 contains 334197 members 
Mstep: Class 14 contains 59238 members 
Mstep: Class 15 contains 776 members 
Mstep: Class 16 contains 204162 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 1406 members 
Mstep: Class 20 contains 37889 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 9495 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6632 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997136.000000 Penalty: 113423.679688
Iteration 434Q: 33 clusters Score -1.839971e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84057 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320683 members 
Mstep: Class 7 contains 76491 members 
Mstep: Class 8 contains 46267 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 17197 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51903 members 
Mstep: Class 13 contains 334241 members 
Mstep: Class 14 contains 59259 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 16 contains 204219 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 18834 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 37886 members 
Mstep: Class 21 contains 8645 members 
Mstep: Class 22 contains 12453 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997008.000000 Penalty: 113423.679688
Iteration 435Q: 33 clusters Score -1.83997e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84054 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320667 members 
Mstep: Class 7 contains 76487 members 
Mstep: Class 8 contains 46270 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 17432 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51895 members 
Mstep: Class 13 contains 334256 members 
Mstep: Class 14 contains 59279 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 204267 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 37901 members 
Mstep: Class 21 contains 8651 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 9483 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997104.000000 Penalty: 113423.679688
Iteration 436Q: 33 clusters Score -1.839971e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84059 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320672 members 
Mstep: Class 7 contains 76487 members 
Mstep: Class 8 contains 46277 members 
Mstep: Class 9 contains 74144 members 
Mstep: Class 10 contains 17638 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51888 members 
Mstep: Class 13 contains 334194 members 
Mstep: Class 14 contains 59294 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 204332 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 18809 members 
Mstep: Class 19 contains 1396 members 
Mstep: Class 20 contains 37903 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 9474 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997168.000000 Penalty: 113423.679688
Iteration 437Q: 33 clusters Score -1.839972e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84063 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320684 members 
Mstep: Class 7 contains 76498 members 
Mstep: Class 8 contains 46281 members 
Mstep: Class 9 contains 74150 members 
Mstep: Class 10 contains 17831 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51884 members 
Mstep: Class 13 contains 334163 members 
Mstep: Class 14 contains 59299 members 
Mstep: Class 15 contains 770 members 
Mstep: Class 16 contains 204373 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 18811 members 
Mstep: Class 19 contains 1391 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 8663 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 9475 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183996784.000000 Penalty: 113423.679688
Iteration 438Q: 33 clusters Score -1.839968e+08 nChanged 1558
Entering ConstructFrom: 
Score: -183996784.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21846.728516 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21846.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21942.964844 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21942.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21975.402344 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -21975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21984.085938 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -21984.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21984.085938 Penalty: 2736.656494
	Iteration 4F: 3 clusters Score -21984.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Entering Unmasked Estep 
Score: -9787661.000000 Penalty: 2812.154785
	Iteration 0F: 2 clusters Score -9787661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -9731530.000000 Penalty: 5624.309570
	Iteration 0F: 3 clusters Score -9731530 nChanged 39569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -9753771.000000 Penalty: 5624.309570
	Iteration 1F: 3 clusters Score -9753771 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -9754576.000000 Penalty: 5624.309570
	Iteration 2Q: 3 clusters Score -9754576 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -9755743.000000 Penalty: 5624.309570
	Iteration 3Q: 3 clusters Score -9755743 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9757483.000000 Penalty: 5624.309570
	Iteration 4Q: 3 clusters Score -9757483 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -9760009.000000 Penalty: 5624.309570
	Iteration 5F: 3 clusters Score -9760009 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -9763816.000000 Penalty: 5624.309570
	Iteration 6F: 3 clusters Score -9763816 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -9768525.000000 Penalty: 5624.309570
	Iteration 7F: 3 clusters Score -9768525 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -9773622.000000 Penalty: 5624.309570
	Iteration 8F: 3 clusters Score -9773622 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -9777626.000000 Penalty: 5624.309570
	Iteration 9F: 3 clusters Score -9777626 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -9780509.000000 Penalty: 5624.309570
	Iteration 10Q: 3 clusters Score -9780509 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -9782276.000000 Penalty: 5624.309570
	Iteration 11Q: 3 clusters Score -9782276 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -9783327.000000 Penalty: 5624.309570
	Iteration 12Q: 3 clusters Score -9783327 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -9784039.000000 Penalty: 5624.309570
	Iteration 13Q: 3 clusters Score -9784039 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -9784531.000000 Penalty: 5624.309570
	Iteration 14Q: 3 clusters Score -9784531 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -9784737.000000 Penalty: 5624.309570
	Iteration 15Q: 3 clusters Score -9784737 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -9784939.000000 Penalty: 5624.309570
	Iteration 16Q: 3 clusters Score -9784939 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -9785092.000000 Penalty: 5624.309570
	Iteration 17Q: 3 clusters Score -9785092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -9785192.000000 Penalty: 5624.309570
	Iteration 18Q: 3 clusters Score -9785192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -9785294.000000 Penalty: 5624.309570
	Iteration 19Q: 3 clusters Score -9785294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -9785375.000000 Penalty: 5624.309570
	Iteration 20F: 3 clusters Score -9785375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -9785432.000000 Penalty: 5624.309570
	Iteration 21Q: 3 clusters Score -9785432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -9785445.000000 Penalty: 5624.309570
	Iteration 22Q: 3 clusters Score -9785445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -9785456.000000 Penalty: 5624.309570
	Iteration 23Q: 3 clusters Score -9785456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -9785480.000000 Penalty: 5624.309570
	Iteration 24Q: 3 clusters Score -9785480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -9785487.000000 Penalty: 5624.309570
	Iteration 25Q: 3 clusters Score -9785487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -9785488.000000 Penalty: 5624.309570
	Iteration 26Q: 3 clusters Score -9785488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -9785492.000000 Penalty: 5624.309570
	Iteration 27Q: 3 clusters Score -9785492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -9785502.000000 Penalty: 5624.309570
	Iteration 28Q: 3 clusters Score -9785502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -9785519.000000 Penalty: 5624.309570
	Iteration 29Q: 3 clusters Score -9785519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -9785514.000000 Penalty: 5624.309570
	Iteration 30Q: 3 clusters Score -9785514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -9785516.000000 Penalty: 5624.309570
	Iteration 31Q: 3 clusters Score -9785516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -9785527.000000 Penalty: 5624.309570
	Iteration 32Q: 3 clusters Score -9785527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -9785530.000000 Penalty: 5624.309570
	Iteration 33Q: 3 clusters Score -9785530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -9785535.000000 Penalty: 5624.309570
	Iteration 34Q: 3 clusters Score -9785535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -9785535.000000 Penalty: 5624.309570
	Iteration 35Q: 3 clusters Score -9785535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -9785533.000000 Penalty: 5624.309570
	Iteration 36Q: 3 clusters Score -9785533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -9785536.000000 Penalty: 5624.309570
	Iteration 37Q: 3 clusters Score -9785536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -9785539.000000 Penalty: 5624.309570
	Iteration 38Q: 3 clusters Score -9785539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -9785536.000000 Penalty: 5624.309570
	Iteration 39Q: 3 clusters Score -9785536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -9785538.000000 Penalty: 5624.309570
	Iteration 40F: 3 clusters Score -9785538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -9785541.000000 Penalty: 5624.309570
	Iteration 41Q: 3 clusters Score -9785541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -9785539.000000 Penalty: 5624.309570
	Iteration 42Q: 3 clusters Score -9785539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -9785538.000000 Penalty: 5624.309570
	Iteration 43Q: 3 clusters Score -9785538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -9785543.000000 Penalty: 5624.309570
	Iteration 44Q: 3 clusters Score -9785543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -9785544.000000 Penalty: 5624.309570
	Iteration 45Q: 3 clusters Score -9785544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -9785547.000000 Penalty: 5624.309570
	Iteration 46Q: 3 clusters Score -9785547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -9785547.000000 Penalty: 5624.309570
	Iteration 47Q: 3 clusters Score -9785547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -9785551.000000 Penalty: 5624.309570
	Iteration 48Q: 3 clusters Score -9785551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -9785550.000000 Penalty: 5624.309570
	Iteration 49Q: 3 clusters Score -9785550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -9785558.000000 Penalty: 5624.309570
	Iteration 50Q: 3 clusters Score -9785558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -9785558.000000 Penalty: 5624.309570
	Iteration 51F: 3 clusters Score -9785558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36366.699219 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36366.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36516.417969 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36516.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36576.566406 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -36576.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36630.058594 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36630.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36636.675781 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36636.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36636.675781 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -36636.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -895848.937500 Penalty: 2217.113525
	Iteration 0F: 2 clusters Score -895848.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -889656.500000 Penalty: 4434.227051
	Iteration 0F: 3 clusters Score -889656.5 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -891298.812500 Penalty: 4434.227051
	Iteration 1F: 3 clusters Score -891298.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -891651.375000 Penalty: 4434.227051
	Iteration 2F: 3 clusters Score -891651.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -891856.625000 Penalty: 4434.227051
	Iteration 3F: 3 clusters Score -891856.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -891995.937500 Penalty: 4434.227051
	Iteration 4Q: 3 clusters Score -891995.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -892088.750000 Penalty: 4434.227051
	Iteration 5Q: 3 clusters Score -892088.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -892159.250000 Penalty: 4434.227051
	Iteration 6Q: 3 clusters Score -892159.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -892223.875000 Penalty: 4434.227051
	Iteration 7Q: 3 clusters Score -892223.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -892281.000000 Penalty: 4434.227051
	Iteration 8Q: 3 clusters Score -892281 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -892331.000000 Penalty: 4434.227051
	Iteration 9Q: 3 clusters Score -892331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -892378.312500 Penalty: 4434.227051
	Iteration 10Q: 3 clusters Score -892378.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -892420.375000 Penalty: 4434.227051
	Iteration 11Q: 3 clusters Score -892420.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -892459.937500 Penalty: 4434.227051
	Iteration 12Q: 3 clusters Score -892459.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -892506.437500 Penalty: 4434.227051
	Iteration 13Q: 3 clusters Score -892506.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -892553.937500 Penalty: 4434.227051
	Iteration 14Q: 3 clusters Score -892553.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -892615.687500 Penalty: 4434.227051
	Iteration 15Q: 3 clusters Score -892615.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -892675.125000 Penalty: 4434.227051
	Iteration 16Q: 3 clusters Score -892675.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -892747.312500 Penalty: 4434.227051
	Iteration 17Q: 3 clusters Score -892747.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -892823.500000 Penalty: 4434.227051
	Iteration 18Q: 3 clusters Score -892823.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -892904.625000 Penalty: 4434.227051
	Iteration 19Q: 3 clusters Score -892904.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -893008.500000 Penalty: 4434.227051
	Iteration 20F: 3 clusters Score -893008.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -893119.125000 Penalty: 4434.227051
	Iteration 21Q: 3 clusters Score -893119.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -893228.937500 Penalty: 4434.227051
	Iteration 22Q: 3 clusters Score -893228.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -893347.000000 Penalty: 4434.227051
	Iteration 23Q: 3 clusters Score -893347 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -893463.312500 Penalty: 4434.227051
	Iteration 24Q: 3 clusters Score -893463.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -893540.375000 Penalty: 4434.227051
	Iteration 25Q: 3 clusters Score -893540.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -893595.937500 Penalty: 4434.227051
	Iteration 26Q: 3 clusters Score -893595.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -893640.125000 Penalty: 4434.227051
	Iteration 27Q: 3 clusters Score -893640.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -893673.750000 Penalty: 4434.227051
	Iteration 28Q: 3 clusters Score -893673.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -893696.750000 Penalty: 4434.227051
	Iteration 29Q: 3 clusters Score -893696.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -893716.937500 Penalty: 4434.227051
	Iteration 30Q: 3 clusters Score -893716.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -893737.625000 Penalty: 4434.227051
	Iteration 31Q: 3 clusters Score -893737.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -893749.062500 Penalty: 4434.227051
	Iteration 32Q: 3 clusters Score -893749.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -893763.375000 Penalty: 4434.227051
	Iteration 33Q: 3 clusters Score -893763.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -893771.687500 Penalty: 4434.227051
	Iteration 34Q: 3 clusters Score -893771.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -893776.875000 Penalty: 4434.227051
	Iteration 35Q: 3 clusters Score -893776.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -893780.375000 Penalty: 4434.227051
	Iteration 36Q: 3 clusters Score -893780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -893783.562500 Penalty: 4434.227051
	Iteration 37Q: 3 clusters Score -893783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -893787.312500 Penalty: 4434.227051
	Iteration 38Q: 3 clusters Score -893787.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -893789.875000 Penalty: 4434.227051
	Iteration 39Q: 3 clusters Score -893789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -893792.312500 Penalty: 4434.227051
	Iteration 40F: 3 clusters Score -893792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -893792.687500 Penalty: 4434.227051
	Iteration 41Q: 3 clusters Score -893792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -893792.062500 Penalty: 4434.227051
	Iteration 42Q: 3 clusters Score -893792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -893793.062500 Penalty: 4434.227051
	Iteration 43Q: 3 clusters Score -893793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -893793.812500 Penalty: 4434.227051
	Iteration 44Q: 3 clusters Score -893793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -893793.500000 Penalty: 4434.227051
	Iteration 45Q: 3 clusters Score -893793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -893794.437500 Penalty: 4434.227051
	Iteration 46Q: 3 clusters Score -893794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -893795.625000 Penalty: 4434.227051
	Iteration 47Q: 3 clusters Score -893795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -893793.375000 Penalty: 4434.227051
	Iteration 48Q: 3 clusters Score -893793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -893794.125000 Penalty: 4434.227051
	Iteration 49Q: 3 clusters Score -893794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -893793.812500 Penalty: 4434.227051
	Iteration 50Q: 3 clusters Score -893793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -893793.625000 Penalty: 4434.227051
	Iteration 51Q: 3 clusters Score -893793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -893796.750000 Penalty: 4434.227051
	Iteration 52Q: 3 clusters Score -893796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -893799.562500 Penalty: 4434.227051
	Iteration 53Q: 3 clusters Score -893799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -893802.312500 Penalty: 4434.227051
	Iteration 54Q: 3 clusters Score -893802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -893805.750000 Penalty: 4434.227051
	Iteration 55Q: 3 clusters Score -893805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -893806.125000 Penalty: 4434.227051
	Iteration 56Q: 3 clusters Score -893806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -893810.437500 Penalty: 4434.227051
	Iteration 57Q: 3 clusters Score -893810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -893813.875000 Penalty: 4434.227051
	Iteration 58Q: 3 clusters Score -893813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -893815.937500 Penalty: 4434.227051
	Iteration 59Q: 3 clusters Score -893815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -893817.437500 Penalty: 4434.227051
	Iteration 60F: 3 clusters Score -893817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -893818.750000 Penalty: 4434.227051
	Iteration 61Q: 3 clusters Score -893818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -893819.687500 Penalty: 4434.227051
	Iteration 62Q: 3 clusters Score -893819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -893819.250000 Penalty: 4434.227051
	Iteration 63Q: 3 clusters Score -893819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -893819.250000 Penalty: 4434.227051
	Iteration 64F: 3 clusters Score -893819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -221915.812500 Penalty: 1876.701660
	Iteration 0F: 2 clusters Score -221915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219303.703125 Penalty: 3753.403320
	Iteration 0F: 3 clusters Score -219303.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -219713.156250 Penalty: 3753.403320
	Iteration 1F: 3 clusters Score -219713.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -219851.000000 Penalty: 3753.403320
	Iteration 2F: 3 clusters Score -219851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -219928.375000 Penalty: 3753.403320
	Iteration 3Q: 3 clusters Score -219928.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219967.546875 Penalty: 3753.403320
	Iteration 4Q: 3 clusters Score -219967.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219991.312500 Penalty: 3753.403320
	Iteration 5Q: 3 clusters Score -219991.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220010.906250 Penalty: 3753.403320
	Iteration 6Q: 3 clusters Score -220010.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220022.203125 Penalty: 3753.403320
	Iteration 7Q: 3 clusters Score -220022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -220029.531250 Penalty: 3753.403320
	Iteration 8Q: 3 clusters Score -220029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220035.453125 Penalty: 3753.403320
	Iteration 9Q: 3 clusters Score -220035.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220041.968750 Penalty: 3753.403320
	Iteration 10Q: 3 clusters Score -220042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -220047.218750 Penalty: 3753.403320
	Iteration 11Q: 3 clusters Score -220047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220057.515625 Penalty: 3753.403320
	Iteration 12Q: 3 clusters Score -220057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220065.953125 Penalty: 3753.403320
	Iteration 13Q: 3 clusters Score -220066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -220075.781250 Penalty: 3753.403320
	Iteration 14Q: 3 clusters Score -220075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -220079.437500 Penalty: 3753.403320
	Iteration 15Q: 3 clusters Score -220079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220082.328125 Penalty: 3753.403320
	Iteration 16Q: 3 clusters Score -220082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220083.781250 Penalty: 3753.403320
	Iteration 17Q: 3 clusters Score -220083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -220084.843750 Penalty: 3753.403320
	Iteration 18Q: 3 clusters Score -220084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220086.156250 Penalty: 3753.403320
	Iteration 19Q: 3 clusters Score -220086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220087.453125 Penalty: 3753.403320
	Iteration 20F: 3 clusters Score -220087.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (320676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320676 members 
Entering Unmasked Estep 
Score: -37458176.000000 Penalty: 3144.190186
	Iteration 0F: 2 clusters Score -3.745818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160583 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -37251008.000000 Penalty: 6288.380371
	Iteration 0F: 3 clusters Score -3.725101e+07 nChanged 155751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 155694 members 
Entering Unmasked Estep 
Score: -37344036.000000 Penalty: 6288.380371
	Iteration 1F: 3 clusters Score -3.734404e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -37345736.000000 Penalty: 6288.380371
	Iteration 2Q: 3 clusters Score -3.734574e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -37347840.000000 Penalty: 6288.380371
	Iteration 3Q: 3 clusters Score -3.734784e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182214 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -37351424.000000 Penalty: 6288.380371
	Iteration 4Q: 3 clusters Score -3.735142e+07 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194533 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -37357436.000000 Penalty: 6288.380371
	Iteration 5Q: 3 clusters Score -3.735744e+07 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212404 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -37367856.000000 Penalty: 6288.380371
	Iteration 6F: 3 clusters Score -3.736786e+07 nChanged 23928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235604 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -37384216.000000 Penalty: 6288.380371
	Iteration 7F: 3 clusters Score -3.738422e+07 nChanged 26881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262131 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -37406780.000000 Penalty: 6288.380371
	Iteration 8F: 3 clusters Score -3.740678e+07 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286299 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -37429104.000000 Penalty: 6288.380371
	Iteration 9F: 3 clusters Score -3.74291e+07 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302993 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -37445488.000000 Penalty: 6288.380371
	Iteration 10F: 3 clusters Score -3.744549e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312529 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -37453608.000000 Penalty: 6288.380371
	Iteration 11Q: 3 clusters Score -3.745361e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317115 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -37455456.000000 Penalty: 6288.380371
	Iteration 12Q: 3 clusters Score -3.745546e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318950 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -37455596.000000 Penalty: 6288.380371
	Iteration 13Q: 3 clusters Score -3.74556e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319627 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -37455712.000000 Penalty: 6288.380371
	Iteration 14Q: 3 clusters Score -3.745571e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319919 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -37455828.000000 Penalty: 6288.380371
	Iteration 15Q: 3 clusters Score -3.745583e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320040 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37455848.000000 Penalty: 6288.380371
	Iteration 16Q: 3 clusters Score -3.745585e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320092 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -37455816.000000 Penalty: 6288.380371
	Iteration 17Q: 3 clusters Score -3.745582e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320127 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37455816.000000 Penalty: 6288.380371
	Iteration 18Q: 3 clusters Score -3.745582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320146 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -37455832.000000 Penalty: 6288.380371
	Iteration 19Q: 3 clusters Score -3.745583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320164 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37455852.000000 Penalty: 6288.380371
	Iteration 20F: 3 clusters Score -3.745585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320174 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37455856.000000 Penalty: 6288.380371
	Iteration 21Q: 3 clusters Score -3.745586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320180 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37455860.000000 Penalty: 6288.380371
	Iteration 22Q: 3 clusters Score -3.745586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320186 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37455852.000000 Penalty: 6288.380371
	Iteration 23Q: 3 clusters Score -3.745585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37455844.000000 Penalty: 6288.380371
	Iteration 24Q: 3 clusters Score -3.745584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37455856.000000 Penalty: 6288.380371
	Iteration 25Q: 3 clusters Score -3.745586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37455856.000000 Penalty: 6288.380371
	Iteration 26Q: 3 clusters Score -3.745586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320193 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -37455856.000000 Penalty: 6288.380371
	Iteration 27Q: 3 clusters Score -3.745586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320196 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37455864.000000 Penalty: 6288.380371
	Iteration 28Q: 3 clusters Score -3.745586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320199 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37455864.000000 Penalty: 6288.380371
	Iteration 29Q: 3 clusters Score -3.745586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320202 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37455860.000000 Penalty: 6288.380371
	Iteration 30Q: 3 clusters Score -3.745586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320203 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -37455860.000000 Penalty: 6288.380371
	Iteration 31Q: 3 clusters Score -3.745586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320205 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37455836.000000 Penalty: 6288.380371
	Iteration 32Q: 3 clusters Score -3.745584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37455860.000000 Penalty: 6288.380371
	Iteration 33Q: 3 clusters Score -3.745586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320208 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -37455852.000000 Penalty: 6288.380371
	Iteration 34Q: 3 clusters Score -3.745585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320208 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -37455848.000000 Penalty: 6288.380371
	Iteration 35Q: 3 clusters Score -3.745585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37455860.000000 Penalty: 6288.380371
	Iteration 36Q: 3 clusters Score -3.745586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320209 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -37455864.000000 Penalty: 6288.380371
	Iteration 37Q: 3 clusters Score -3.745586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320210 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37455872.000000 Penalty: 6288.380371
	Iteration 38Q: 3 clusters Score -3.745587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320213 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37455876.000000 Penalty: 6288.380371
	Iteration 39Q: 3 clusters Score -3.745588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320214 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37455896.000000 Penalty: 6288.380371
	Iteration 40F: 3 clusters Score -3.74559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320216 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37455916.000000 Penalty: 6288.380371
	Iteration 41Q: 3 clusters Score -3.745592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320219 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37455908.000000 Penalty: 6288.380371
	Iteration 42Q: 3 clusters Score -3.745591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320220 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37455912.000000 Penalty: 6288.380371
	Iteration 43Q: 3 clusters Score -3.745591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320220 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37455912.000000 Penalty: 6288.380371
	Iteration 44F: 3 clusters Score -3.745591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Entering Unmasked Estep 
Score: -9070427.000000 Penalty: 2788.823242
	Iteration 0F: 2 clusters Score -9070427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -9019050.000000 Penalty: 5577.646484
	Iteration 0F: 3 clusters Score -9019050 nChanged 35819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -9039180.000000 Penalty: 5577.646484
	Iteration 1F: 3 clusters Score -9039180 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -9039811.000000 Penalty: 5577.646484
	Iteration 2Q: 3 clusters Score -9039811 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -9040457.000000 Penalty: 5577.646484
	Iteration 3Q: 3 clusters Score -9040457 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -9041169.000000 Penalty: 5577.646484
	Iteration 4Q: 3 clusters Score -9041169 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -9042052.000000 Penalty: 5577.646484
	Iteration 5Q: 3 clusters Score -9042052 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9043334.000000 Penalty: 5577.646484
	Iteration 6Q: 3 clusters Score -9043334 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -9045409.000000 Penalty: 5577.646484
	Iteration 7F: 3 clusters Score -9045409 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -9048401.000000 Penalty: 5577.646484
	Iteration 8F: 3 clusters Score -9048401 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -9052406.000000 Penalty: 5577.646484
	Iteration 9F: 3 clusters Score -9052406 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -9056656.000000 Penalty: 5577.646484
	Iteration 10F: 3 clusters Score -9056656 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -9060521.000000 Penalty: 5577.646484
	Iteration 11F: 3 clusters Score -9060521 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -9063328.000000 Penalty: 5577.646484
	Iteration 12Q: 3 clusters Score -9063328 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9065189.000000 Penalty: 5577.646484
	Iteration 13Q: 3 clusters Score -9065189 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -9066360.000000 Penalty: 5577.646484
	Iteration 14Q: 3 clusters Score -9066360 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -9067087.000000 Penalty: 5577.646484
	Iteration 15Q: 3 clusters Score -9067087 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -9067524.000000 Penalty: 5577.646484
	Iteration 16Q: 3 clusters Score -9067524 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -9067762.000000 Penalty: 5577.646484
	Iteration 17Q: 3 clusters Score -9067762 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -9067958.000000 Penalty: 5577.646484
	Iteration 18Q: 3 clusters Score -9067958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -9068143.000000 Penalty: 5577.646484
	Iteration 19Q: 3 clusters Score -9068143 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -9068269.000000 Penalty: 5577.646484
	Iteration 20F: 3 clusters Score -9068269 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -9068383.000000 Penalty: 5577.646484
	Iteration 21Q: 3 clusters Score -9068383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -9068423.000000 Penalty: 5577.646484
	Iteration 22Q: 3 clusters Score -9068423 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -9068479.000000 Penalty: 5577.646484
	Iteration 23Q: 3 clusters Score -9068479 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -9068516.000000 Penalty: 5577.646484
	Iteration 24Q: 3 clusters Score -9068516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -9068577.000000 Penalty: 5577.646484
	Iteration 25Q: 3 clusters Score -9068577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -9068582.000000 Penalty: 5577.646484
	Iteration 26Q: 3 clusters Score -9068582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -9068631.000000 Penalty: 5577.646484
	Iteration 27Q: 3 clusters Score -9068631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -9068654.000000 Penalty: 5577.646484
	Iteration 28Q: 3 clusters Score -9068654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -9068676.000000 Penalty: 5577.646484
	Iteration 29Q: 3 clusters Score -9068676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -9068682.000000 Penalty: 5577.646484
	Iteration 30Q: 3 clusters Score -9068682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9068700.000000 Penalty: 5577.646484
	Iteration 31Q: 3 clusters Score -9068700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -9068701.000000 Penalty: 5577.646484
	Iteration 32Q: 3 clusters Score -9068701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -9068717.000000 Penalty: 5577.646484
	Iteration 33Q: 3 clusters Score -9068717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -9068712.000000 Penalty: 5577.646484
	Iteration 34Q: 3 clusters Score -9068712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -9068718.000000 Penalty: 5577.646484
	Iteration 35Q: 3 clusters Score -9068718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -9068711.000000 Penalty: 5577.646484
	Iteration 36Q: 3 clusters Score -9068711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -9068722.000000 Penalty: 5577.646484
	Iteration 37Q: 3 clusters Score -9068722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -9068727.000000 Penalty: 5577.646484
	Iteration 38Q: 3 clusters Score -9068727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -9068720.000000 Penalty: 5577.646484
	Iteration 39Q: 3 clusters Score -9068720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -9068731.000000 Penalty: 5577.646484
	Iteration 40F: 3 clusters Score -9068731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -9068728.000000 Penalty: 5577.646484
	Iteration 41Q: 3 clusters Score -9068728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -9068727.000000 Penalty: 5577.646484
	Iteration 42Q: 3 clusters Score -9068727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -9068728.000000 Penalty: 5577.646484
	Iteration 43Q: 3 clusters Score -9068728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -9068741.000000 Penalty: 5577.646484
	Iteration 44Q: 3 clusters Score -9068741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -9068726.000000 Penalty: 5577.646484
	Iteration 45Q: 3 clusters Score -9068726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -9068730.000000 Penalty: 5577.646484
	Iteration 46Q: 3 clusters Score -9068730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -9068733.000000 Penalty: 5577.646484
	Iteration 47Q: 3 clusters Score -9068733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -9068729.000000 Penalty: 5577.646484
	Iteration 48Q: 3 clusters Score -9068729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -9068728.000000 Penalty: 5577.646484
	Iteration 49Q: 3 clusters Score -9068728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -9068726.000000 Penalty: 5577.646484
	Iteration 50Q: 3 clusters Score -9068726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -9068732.000000 Penalty: 5577.646484
	Iteration 51Q: 3 clusters Score -9068732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -9068733.000000 Penalty: 5577.646484
	Iteration 52Q: 3 clusters Score -9068733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -9068743.000000 Penalty: 5577.646484
	Iteration 53Q: 3 clusters Score -9068743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -9068729.000000 Penalty: 5577.646484
	Iteration 54Q: 3 clusters Score -9068729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -9068736.000000 Penalty: 5577.646484
	Iteration 55Q: 3 clusters Score -9068736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -9068738.000000 Penalty: 5577.646484
	Iteration 56Q: 3 clusters Score -9068738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -9068743.000000 Penalty: 5577.646484
	Iteration 57Q: 3 clusters Score -9068743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -9068743.000000 Penalty: 5577.646484
	Iteration 58F: 3 clusters Score -9068743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Entering Unmasked Estep 
Score: -5507147.000000 Penalty: 2664.201172
	Iteration 0F: 2 clusters Score -5507147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5475717.000000 Penalty: 5328.402344
	Iteration 0F: 3 clusters Score -5475717 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5487647.500000 Penalty: 5328.402344
	Iteration 1F: 3 clusters Score -5487648 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -5488640.000000 Penalty: 5328.402344
	Iteration 2F: 3 clusters Score -5488640 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5489748.500000 Penalty: 5328.402344
	Iteration 3F: 3 clusters Score -5489748 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5491225.000000 Penalty: 5328.402344
	Iteration 4F: 3 clusters Score -5491225 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -5493568.500000 Penalty: 5328.402344
	Iteration 5F: 3 clusters Score -5493568 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -5496715.000000 Penalty: 5328.402344
	Iteration 6F: 3 clusters Score -5496715 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -5499891.500000 Penalty: 5328.402344
	Iteration 7F: 3 clusters Score -5499892 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -5502042.500000 Penalty: 5328.402344
	Iteration 8F: 3 clusters Score -5502042 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -5502902.500000 Penalty: 5328.402344
	Iteration 9Q: 3 clusters Score -5502902 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -5503295.500000 Penalty: 5328.402344
	Iteration 10Q: 3 clusters Score -5503296 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5503545.000000 Penalty: 5328.402344
	Iteration 11Q: 3 clusters Score -5503545 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -5503675.000000 Penalty: 5328.402344
	Iteration 12Q: 3 clusters Score -5503675 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -5503829.500000 Penalty: 5328.402344
	Iteration 13Q: 3 clusters Score -5503830 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5503979.500000 Penalty: 5328.402344
	Iteration 14Q: 3 clusters Score -5503980 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -5504055.000000 Penalty: 5328.402344
	Iteration 15Q: 3 clusters Score -5504055 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5504161.000000 Penalty: 5328.402344
	Iteration 16Q: 3 clusters Score -5504161 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -5504228.500000 Penalty: 5328.402344
	Iteration 17Q: 3 clusters Score -5504228 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5504322.500000 Penalty: 5328.402344
	Iteration 18Q: 3 clusters Score -5504322 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5504382.000000 Penalty: 5328.402344
	Iteration 19Q: 3 clusters Score -5504382 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5504429.500000 Penalty: 5328.402344
	Iteration 20F: 3 clusters Score -5504430 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5504512.000000 Penalty: 5328.402344
	Iteration 21Q: 3 clusters Score -5504512 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5504546.000000 Penalty: 5328.402344
	Iteration 22Q: 3 clusters Score -5504546 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5504591.500000 Penalty: 5328.402344
	Iteration 23Q: 3 clusters Score -5504592 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5504650.500000 Penalty: 5328.402344
	Iteration 24Q: 3 clusters Score -5504650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5504708.500000 Penalty: 5328.402344
	Iteration 25Q: 3 clusters Score -5504708 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5504762.000000 Penalty: 5328.402344
	Iteration 26Q: 3 clusters Score -5504762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5504797.500000 Penalty: 5328.402344
	Iteration 27Q: 3 clusters Score -5504798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5504844.000000 Penalty: 5328.402344
	Iteration 28Q: 3 clusters Score -5504844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5504863.000000 Penalty: 5328.402344
	Iteration 29Q: 3 clusters Score -5504863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5504899.500000 Penalty: 5328.402344
	Iteration 30Q: 3 clusters Score -5504900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5504921.000000 Penalty: 5328.402344
	Iteration 31Q: 3 clusters Score -5504921 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5504945.000000 Penalty: 5328.402344
	Iteration 32Q: 3 clusters Score -5504945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5504968.500000 Penalty: 5328.402344
	Iteration 33Q: 3 clusters Score -5504968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5505000.500000 Penalty: 5328.402344
	Iteration 34Q: 3 clusters Score -5505000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5505028.000000 Penalty: 5328.402344
	Iteration 35Q: 3 clusters Score -5505028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5505056.500000 Penalty: 5328.402344
	Iteration 36Q: 3 clusters Score -5505056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5505078.500000 Penalty: 5328.402344
	Iteration 37Q: 3 clusters Score -5505078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5505091.000000 Penalty: 5328.402344
	Iteration 38Q: 3 clusters Score -5505091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5505106.000000 Penalty: 5328.402344
	Iteration 39Q: 3 clusters Score -5505106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5505115.000000 Penalty: 5328.402344
	Iteration 40F: 3 clusters Score -5505115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5505111.500000 Penalty: 5328.402344
	Iteration 41Q: 3 clusters Score -5505112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5505121.000000 Penalty: 5328.402344
	Iteration 42Q: 3 clusters Score -5505121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5505122.500000 Penalty: 5328.402344
	Iteration 43Q: 3 clusters Score -5505122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5505133.000000 Penalty: 5328.402344
	Iteration 44Q: 3 clusters Score -5505133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5505148.500000 Penalty: 5328.402344
	Iteration 45Q: 3 clusters Score -5505148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5505148.500000 Penalty: 5328.402344
	Iteration 46Q: 3 clusters Score -5505148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5505167.000000 Penalty: 5328.402344
	Iteration 47Q: 3 clusters Score -5505167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5505169.000000 Penalty: 5328.402344
	Iteration 48Q: 3 clusters Score -5505169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5505172.000000 Penalty: 5328.402344
	Iteration 49Q: 3 clusters Score -5505172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5505175.000000 Penalty: 5328.402344
	Iteration 50Q: 3 clusters Score -5505175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5505196.000000 Penalty: 5328.402344
	Iteration 51Q: 3 clusters Score -5505196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5505203.500000 Penalty: 5328.402344
	Iteration 52Q: 3 clusters Score -5505204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5505210.500000 Penalty: 5328.402344
	Iteration 53Q: 3 clusters Score -5505210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5505206.500000 Penalty: 5328.402344
	Iteration 54Q: 3 clusters Score -5505206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5505207.500000 Penalty: 5328.402344
	Iteration 55Q: 3 clusters Score -5505208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5505217.000000 Penalty: 5328.402344
	Iteration 56Q: 3 clusters Score -5505217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5505212.000000 Penalty: 5328.402344
	Iteration 57Q: 3 clusters Score -5505212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5505213.500000 Penalty: 5328.402344
	Iteration 58Q: 3 clusters Score -5505214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5505210.500000 Penalty: 5328.402344
	Iteration 59Q: 3 clusters Score -5505210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5505208.000000 Penalty: 5328.402344
	Iteration 60F: 3 clusters Score -5505208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5505209.500000 Penalty: 5328.402344
	Iteration 61Q: 3 clusters Score -5505210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5505213.000000 Penalty: 5328.402344
	Iteration 62Q: 3 clusters Score -5505213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5505217.500000 Penalty: 5328.402344
	Iteration 63Q: 3 clusters Score -5505218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5505216.500000 Penalty: 5328.402344
	Iteration 64Q: 3 clusters Score -5505216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5505215.500000 Penalty: 5328.402344
	Iteration 65Q: 3 clusters Score -5505216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5505215.000000 Penalty: 5328.402344
	Iteration 66Q: 3 clusters Score -5505215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5505216.500000 Penalty: 5328.402344
	Iteration 67Q: 3 clusters Score -5505216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5505217.000000 Penalty: 5328.402344
	Iteration 68Q: 3 clusters Score -5505217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5505219.000000 Penalty: 5328.402344
	Iteration 69Q: 3 clusters Score -5505219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5505219.500000 Penalty: 5328.402344
	Iteration 70Q: 3 clusters Score -5505220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5505218.500000 Penalty: 5328.402344
	Iteration 71Q: 3 clusters Score -5505218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5505218.000000 Penalty: 5328.402344
	Iteration 72Q: 3 clusters Score -5505218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5505223.500000 Penalty: 5328.402344
	Iteration 73Q: 3 clusters Score -5505224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5505224.500000 Penalty: 5328.402344
	Iteration 74Q: 3 clusters Score -5505224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5505226.500000 Penalty: 5328.402344
	Iteration 75Q: 3 clusters Score -5505226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5505230.500000 Penalty: 5328.402344
	Iteration 76Q: 3 clusters Score -5505230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5505228.000000 Penalty: 5328.402344
	Iteration 77Q: 3 clusters Score -5505228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5505228.000000 Penalty: 5328.402344
	Iteration 78F: 3 clusters Score -5505228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Entering Unmasked Estep 
Score: -8436376.000000 Penalty: 2781.066895
	Iteration 0F: 2 clusters Score -8436376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8386902.500000 Penalty: 5562.133789
	Iteration 0F: 3 clusters Score -8386902 nChanged 34584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -8406664.000000 Penalty: 5562.133789
	Iteration 1F: 3 clusters Score -8406664 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -8407554.000000 Penalty: 5562.133789
	Iteration 2Q: 3 clusters Score -8407554 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8408813.000000 Penalty: 5562.133789
	Iteration 3Q: 3 clusters Score -8408813 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -8410271.000000 Penalty: 5562.133789
	Iteration 4Q: 3 clusters Score -8410271 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -8412212.000000 Penalty: 5562.133789
	Iteration 5F: 3 clusters Score -8412212 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -8414806.000000 Penalty: 5562.133789
	Iteration 6F: 3 clusters Score -8414806 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -8417979.000000 Penalty: 5562.133789
	Iteration 7F: 3 clusters Score -8417979 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -8421183.000000 Penalty: 5562.133789
	Iteration 8F: 3 clusters Score -8421183 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -8424322.000000 Penalty: 5562.133789
	Iteration 9F: 3 clusters Score -8424322 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8427492.000000 Penalty: 5562.133789
	Iteration 10Q: 3 clusters Score -8427492 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8430509.000000 Penalty: 5562.133789
	Iteration 11Q: 3 clusters Score -8430509 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8432412.000000 Penalty: 5562.133789
	Iteration 12Q: 3 clusters Score -8432412 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8433338.000000 Penalty: 5562.133789
	Iteration 13Q: 3 clusters Score -8433338 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8433618.000000 Penalty: 5562.133789
	Iteration 14Q: 3 clusters Score -8433618 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8433753.000000 Penalty: 5562.133789
	Iteration 15Q: 3 clusters Score -8433753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8433829.000000 Penalty: 5562.133789
	Iteration 16Q: 3 clusters Score -8433829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8433860.000000 Penalty: 5562.133789
	Iteration 17Q: 3 clusters Score -8433860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8433901.000000 Penalty: 5562.133789
	Iteration 18Q: 3 clusters Score -8433901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8433920.000000 Penalty: 5562.133789
	Iteration 19Q: 3 clusters Score -8433920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8433932.000000 Penalty: 5562.133789
	Iteration 20F: 3 clusters Score -8433932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8433936.000000 Penalty: 5562.133789
	Iteration 21Q: 3 clusters Score -8433936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8433950.000000 Penalty: 5562.133789
	Iteration 22Q: 3 clusters Score -8433950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8433948.000000 Penalty: 5562.133789
	Iteration 23Q: 3 clusters Score -8433948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8433950.000000 Penalty: 5562.133789
	Iteration 24Q: 3 clusters Score -8433950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8433967.000000 Penalty: 5562.133789
	Iteration 25Q: 3 clusters Score -8433967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8433974.000000 Penalty: 5562.133789
	Iteration 26Q: 3 clusters Score -8433974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8433996.000000 Penalty: 5562.133789
	Iteration 27Q: 3 clusters Score -8433996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8433999.000000 Penalty: 5562.133789
	Iteration 28Q: 3 clusters Score -8433999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8434004.000000 Penalty: 5562.133789
	Iteration 29Q: 3 clusters Score -8434004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8434012.000000 Penalty: 5562.133789
	Iteration 30Q: 3 clusters Score -8434012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8434009.000000 Penalty: 5562.133789
	Iteration 31Q: 3 clusters Score -8434009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8434016.000000 Penalty: 5562.133789
	Iteration 32Q: 3 clusters Score -8434016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8434014.000000 Penalty: 5562.133789
	Iteration 33Q: 3 clusters Score -8434014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8434017.000000 Penalty: 5562.133789
	Iteration 34Q: 3 clusters Score -8434017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8434017.000000 Penalty: 5562.133789
	Iteration 35F: 3 clusters Score -8434017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Entering Unmasked Estep 
Score: -2117234.250000 Penalty: 2430.265869
	Iteration 0F: 2 clusters Score -2117234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2104482.500000 Penalty: 4860.531738
	Iteration 0F: 3 clusters Score -2104482 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2108773.000000 Penalty: 4860.531738
	Iteration 1F: 3 clusters Score -2108773 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2109250.000000 Penalty: 4860.531738
	Iteration 2F: 3 clusters Score -2109250 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2109770.750000 Penalty: 4860.531738
	Iteration 3F: 3 clusters Score -2109771 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2110386.500000 Penalty: 4860.531738
	Iteration 4F: 3 clusters Score -2110386 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2111133.500000 Penalty: 4860.531738
	Iteration 5F: 3 clusters Score -2111134 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2111929.000000 Penalty: 4860.531738
	Iteration 6F: 3 clusters Score -2111929 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2112671.750000 Penalty: 4860.531738
	Iteration 7F: 3 clusters Score -2112672 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2113276.500000 Penalty: 4860.531738
	Iteration 8F: 3 clusters Score -2113276 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2113712.750000 Penalty: 4860.531738
	Iteration 9Q: 3 clusters Score -2113713 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2113996.500000 Penalty: 4860.531738
	Iteration 10Q: 3 clusters Score -2113996 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2114213.500000 Penalty: 4860.531738
	Iteration 11Q: 3 clusters Score -2114214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2114384.000000 Penalty: 4860.531738
	Iteration 12Q: 3 clusters Score -2114384 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2114516.500000 Penalty: 4860.531738
	Iteration 13Q: 3 clusters Score -2114516 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2114636.750000 Penalty: 4860.531738
	Iteration 14Q: 3 clusters Score -2114637 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2114738.250000 Penalty: 4860.531738
	Iteration 15Q: 3 clusters Score -2114738 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2114832.000000 Penalty: 4860.531738
	Iteration 16Q: 3 clusters Score -2114832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2114907.500000 Penalty: 4860.531738
	Iteration 17Q: 3 clusters Score -2114908 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2114978.250000 Penalty: 4860.531738
	Iteration 18Q: 3 clusters Score -2114978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2115057.250000 Penalty: 4860.531738
	Iteration 19Q: 3 clusters Score -2115057 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2115139.500000 Penalty: 4860.531738
	Iteration 20F: 3 clusters Score -2115140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2115204.250000 Penalty: 4860.531738
	Iteration 21Q: 3 clusters Score -2115204 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2115275.250000 Penalty: 4860.531738
	Iteration 22Q: 3 clusters Score -2115275 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2115338.250000 Penalty: 4860.531738
	Iteration 23Q: 3 clusters Score -2115338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2115401.250000 Penalty: 4860.531738
	Iteration 24Q: 3 clusters Score -2115401 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2115424.500000 Penalty: 4860.531738
	Iteration 25Q: 3 clusters Score -2115424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2115458.250000 Penalty: 4860.531738
	Iteration 26Q: 3 clusters Score -2115458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2115490.000000 Penalty: 4860.531738
	Iteration 27Q: 3 clusters Score -2115490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2115516.250000 Penalty: 4860.531738
	Iteration 28Q: 3 clusters Score -2115516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2115549.750000 Penalty: 4860.531738
	Iteration 29Q: 3 clusters Score -2115550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2115575.250000 Penalty: 4860.531738
	Iteration 30Q: 3 clusters Score -2115575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2115584.000000 Penalty: 4860.531738
	Iteration 31Q: 3 clusters Score -2115584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2115587.750000 Penalty: 4860.531738
	Iteration 32Q: 3 clusters Score -2115588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2115596.750000 Penalty: 4860.531738
	Iteration 33Q: 3 clusters Score -2115597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2115612.000000 Penalty: 4860.531738
	Iteration 34Q: 3 clusters Score -2115612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2115621.000000 Penalty: 4860.531738
	Iteration 35Q: 3 clusters Score -2115621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2115626.250000 Penalty: 4860.531738
	Iteration 36Q: 3 clusters Score -2115626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2115633.000000 Penalty: 4860.531738
	Iteration 37Q: 3 clusters Score -2115633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2115643.250000 Penalty: 4860.531738
	Iteration 38Q: 3 clusters Score -2115643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2115648.750000 Penalty: 4860.531738
	Iteration 39Q: 3 clusters Score -2115649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2115653.250000 Penalty: 4860.531738
	Iteration 40F: 3 clusters Score -2115653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2115658.500000 Penalty: 4860.531738
	Iteration 41Q: 3 clusters Score -2115658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2115664.000000 Penalty: 4860.531738
	Iteration 42Q: 3 clusters Score -2115664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2115671.000000 Penalty: 4860.531738
	Iteration 43Q: 3 clusters Score -2115671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2115676.500000 Penalty: 4860.531738
	Iteration 44Q: 3 clusters Score -2115676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2115679.000000 Penalty: 4860.531738
	Iteration 45Q: 3 clusters Score -2115679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2115682.500000 Penalty: 4860.531738
	Iteration 46Q: 3 clusters Score -2115682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2115681.750000 Penalty: 4860.531738
	Iteration 47Q: 3 clusters Score -2115682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2115685.000000 Penalty: 4860.531738
	Iteration 48Q: 3 clusters Score -2115685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2115684.750000 Penalty: 4860.531738
	Iteration 49Q: 3 clusters Score -2115685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2115689.750000 Penalty: 4860.531738
	Iteration 50Q: 3 clusters Score -2115690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2115687.250000 Penalty: 4860.531738
	Iteration 51Q: 3 clusters Score -2115687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2115685.250000 Penalty: 4860.531738
	Iteration 52Q: 3 clusters Score -2115685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2115684.000000 Penalty: 4860.531738
	Iteration 53Q: 3 clusters Score -2115684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2115683.000000 Penalty: 4860.531738
	Iteration 54Q: 3 clusters Score -2115683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2115682.000000 Penalty: 4860.531738
	Iteration 55Q: 3 clusters Score -2115682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2115684.000000 Penalty: 4860.531738
	Iteration 56Q: 3 clusters Score -2115684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2115685.000000 Penalty: 4860.531738
	Iteration 57Q: 3 clusters Score -2115685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2115685.000000 Penalty: 4860.531738
	Iteration 58F: 3 clusters Score -2115685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51363.031250 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51363.03 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51615.355469 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51615.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51703.847656 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -51703.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51811.085938 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -51811.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51949.980469 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -51949.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52042.078125 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -52042.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52102.757812 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -52102.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52128.578125 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -52128.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52146.750000 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -52146.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52159.855469 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -52159.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52179.750000 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -52179.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52203.910156 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -52203.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52220.179688 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -52220.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52225.304688 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -52225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52237.082031 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -52237.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52242.597656 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -52242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52247.046875 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -52247.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52256.011719 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -52256.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52263.296875 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -52263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52266.976562 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -52266.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52288.152344 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -52288.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52294.640625 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -52294.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52311.527344 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -52311.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52395.500000 Penalty: 3107.589355
	Iteration 23Q: 3 clusters Score -52395.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52586.296875 Penalty: 3107.589355
	Iteration 24Q: 3 clusters Score -52586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52691.238281 Penalty: 3107.589355
	Iteration 25Q: 3 clusters Score -52691.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52696.867188 Penalty: 3107.589355
	Iteration 26Q: 3 clusters Score -52696.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52704.136719 Penalty: 3107.589355
	Iteration 27Q: 3 clusters Score -52704.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52710.972656 Penalty: 3107.589355
	Iteration 28Q: 3 clusters Score -52710.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52716.109375 Penalty: 3107.589355
	Iteration 29Q: 3 clusters Score -52716.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52716.109375 Penalty: 3107.589355
	Iteration 30F: 3 clusters Score -52716.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Entering Unmasked Estep 
Score: -6126668.500000 Penalty: 2692.430176
	Iteration 0F: 2 clusters Score -6126668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -6091772.500000 Penalty: 5384.860352
	Iteration 0F: 3 clusters Score -6091772 nChanged 24104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -6105181.500000 Penalty: 5384.860352
	Iteration 1F: 3 clusters Score -6105182 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6106179.500000 Penalty: 5384.860352
	Iteration 2Q: 3 clusters Score -6106180 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -6107464.000000 Penalty: 5384.860352
	Iteration 3F: 3 clusters Score -6107464 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -6109306.500000 Penalty: 5384.860352
	Iteration 4F: 3 clusters Score -6109306 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -6111792.500000 Penalty: 5384.860352
	Iteration 5F: 3 clusters Score -6111792 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -6114685.500000 Penalty: 5384.860352
	Iteration 6F: 3 clusters Score -6114686 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6117467.500000 Penalty: 5384.860352
	Iteration 7F: 3 clusters Score -6117468 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -6119768.500000 Penalty: 5384.860352
	Iteration 8F: 3 clusters Score -6119768 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -6121357.000000 Penalty: 5384.860352
	Iteration 9Q: 3 clusters Score -6121357 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -6122513.000000 Penalty: 5384.860352
	Iteration 10Q: 3 clusters Score -6122513 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -6123242.000000 Penalty: 5384.860352
	Iteration 11Q: 3 clusters Score -6123242 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -6123654.500000 Penalty: 5384.860352
	Iteration 12Q: 3 clusters Score -6123654 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6123958.500000 Penalty: 5384.860352
	Iteration 13Q: 3 clusters Score -6123958 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -6124162.000000 Penalty: 5384.860352
	Iteration 14Q: 3 clusters Score -6124162 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6124318.000000 Penalty: 5384.860352
	Iteration 15Q: 3 clusters Score -6124318 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6124464.500000 Penalty: 5384.860352
	Iteration 16Q: 3 clusters Score -6124464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -6124525.500000 Penalty: 5384.860352
	Iteration 17Q: 3 clusters Score -6124526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -6124570.500000 Penalty: 5384.860352
	Iteration 18Q: 3 clusters Score -6124570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6124590.500000 Penalty: 5384.860352
	Iteration 19Q: 3 clusters Score -6124590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6124623.000000 Penalty: 5384.860352
	Iteration 20F: 3 clusters Score -6124623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6124621.500000 Penalty: 5384.860352
	Iteration 21Q: 3 clusters Score -6124622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6124639.500000 Penalty: 5384.860352
	Iteration 22Q: 3 clusters Score -6124640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -6124664.000000 Penalty: 5384.860352
	Iteration 23Q: 3 clusters Score -6124664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6124673.000000 Penalty: 5384.860352
	Iteration 24Q: 3 clusters Score -6124673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6124692.000000 Penalty: 5384.860352
	Iteration 25Q: 3 clusters Score -6124692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -6124691.500000 Penalty: 5384.860352
	Iteration 26Q: 3 clusters Score -6124692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6124684.500000 Penalty: 5384.860352
	Iteration 27Q: 3 clusters Score -6124684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6124680.000000 Penalty: 5384.860352
	Iteration 28Q: 3 clusters Score -6124680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6124685.000000 Penalty: 5384.860352
	Iteration 29Q: 3 clusters Score -6124685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6124684.500000 Penalty: 5384.860352
	Iteration 30Q: 3 clusters Score -6124684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6124682.500000 Penalty: 5384.860352
	Iteration 31Q: 3 clusters Score -6124682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6124681.500000 Penalty: 5384.860352
	Iteration 32Q: 3 clusters Score -6124682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6124696.000000 Penalty: 5384.860352
	Iteration 33Q: 3 clusters Score -6124696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6124699.000000 Penalty: 5384.860352
	Iteration 34Q: 3 clusters Score -6124699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6124712.500000 Penalty: 5384.860352
	Iteration 35Q: 3 clusters Score -6124712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -6124714.000000 Penalty: 5384.860352
	Iteration 36Q: 3 clusters Score -6124714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6124708.500000 Penalty: 5384.860352
	Iteration 37Q: 3 clusters Score -6124708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6124716.500000 Penalty: 5384.860352
	Iteration 38Q: 3 clusters Score -6124716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6124703.500000 Penalty: 5384.860352
	Iteration 39Q: 3 clusters Score -6124704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6124713.000000 Penalty: 5384.860352
	Iteration 40F: 3 clusters Score -6124713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6124714.500000 Penalty: 5384.860352
	Iteration 41Q: 3 clusters Score -6124714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -6124715.500000 Penalty: 5384.860352
	Iteration 42Q: 3 clusters Score -6124716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -6124714.000000 Penalty: 5384.860352
	Iteration 43Q: 3 clusters Score -6124714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -6124726.000000 Penalty: 5384.860352
	Iteration 44Q: 3 clusters Score -6124726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -6124725.000000 Penalty: 5384.860352
	Iteration 45Q: 3 clusters Score -6124725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -6124725.000000 Penalty: 5384.860352
	Iteration 46F: 3 clusters Score -6124725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (334086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334086 members 
Entering Unmasked Estep 
Score: -39033448.000000 Penalty: 3154.350098
	Iteration 0F: 2 clusters Score -3.903345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167006 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -38823900.000000 Penalty: 6308.700195
	Iteration 0F: 3 clusters Score -3.88239e+07 nChanged 162002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 169174 members 
Entering Unmasked Estep 
Score: -38919312.000000 Penalty: 6308.700195
	Iteration 1F: 3 clusters Score -3.891931e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 170419 members 
Entering Unmasked Estep 
Score: -38920404.000000 Penalty: 6308.700195
	Iteration 2Q: 3 clusters Score -3.89204e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -38921652.000000 Penalty: 6308.700195
	Iteration 3Q: 3 clusters Score -3.892165e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158180 members 
Mstep: Class 2 contains 175906 members 
Entering Unmasked Estep 
Score: -38923032.000000 Penalty: 6308.700195
	Iteration 4Q: 3 clusters Score -3.892303e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -38925200.000000 Penalty: 6308.700195
	Iteration 5Q: 3 clusters Score -3.89252e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 189467 members 
Entering Unmasked Estep 
Score: -38928784.000000 Penalty: 6308.700195
	Iteration 6Q: 3 clusters Score -3.892878e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132536 members 
Mstep: Class 2 contains 201550 members 
Entering Unmasked Estep 
Score: -38934500.000000 Penalty: 6308.700195
	Iteration 7Q: 3 clusters Score -3.89345e+07 nChanged 19535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 218791 members 
Entering Unmasked Estep 
Score: -38944948.000000 Penalty: 6308.700195
	Iteration 8F: 3 clusters Score -3.894495e+07 nChanged 24373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 241034 members 
Entering Unmasked Estep 
Score: -38962100.000000 Penalty: 6308.700195
	Iteration 9F: 3 clusters Score -3.89621e+07 nChanged 26255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 265421 members 
Entering Unmasked Estep 
Score: -38983632.000000 Penalty: 6308.700195
	Iteration 10F: 3 clusters Score -3.898363e+07 nChanged 23235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 287092 members 
Entering Unmasked Estep 
Score: -39003972.000000 Penalty: 6308.700195
	Iteration 11F: 3 clusters Score -3.900397e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 302543 members 
Entering Unmasked Estep 
Score: -39019276.000000 Penalty: 6308.700195
	Iteration 12Q: 3 clusters Score -3.901928e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 312446 members 
Entering Unmasked Estep 
Score: -39028236.000000 Penalty: 6308.700195
	Iteration 13Q: 3 clusters Score -3.902824e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 318910 members 
Entering Unmasked Estep 
Score: -39031808.000000 Penalty: 6308.700195
	Iteration 14Q: 3 clusters Score -3.903181e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 323054 members 
Entering Unmasked Estep 
Score: -39032912.000000 Penalty: 6308.700195
	Iteration 15Q: 3 clusters Score -3.903291e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 325798 members 
Entering Unmasked Estep 
Score: -39033176.000000 Penalty: 6308.700195
	Iteration 16Q: 3 clusters Score -3.903318e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 327692 members 
Entering Unmasked Estep 
Score: -39033256.000000 Penalty: 6308.700195
	Iteration 17Q: 3 clusters Score -3.903326e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 328958 members 
Entering Unmasked Estep 
Score: -39033008.000000 Penalty: 6308.700195
	Iteration 18Q: 3 clusters Score -3.903301e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 329851 members 
Entering Unmasked Estep 
Score: -39032700.000000 Penalty: 6308.700195
	Iteration 19Q: 3 clusters Score -3.90327e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 330504 members 
Entering Unmasked Estep 
Score: -39032496.000000 Penalty: 6308.700195
	Iteration 20F: 3 clusters Score -3.90325e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 330996 members 
Entering Unmasked Estep 
Score: -39032360.000000 Penalty: 6308.700195
	Iteration 21Q: 3 clusters Score -3.903236e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 331385 members 
Entering Unmasked Estep 
Score: -39032172.000000 Penalty: 6308.700195
	Iteration 22Q: 3 clusters Score -3.903217e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 331669 members 
Entering Unmasked Estep 
Score: -39032088.000000 Penalty: 6308.700195
	Iteration 23Q: 3 clusters Score -3.903209e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 331902 members 
Entering Unmasked Estep 
Score: -39031960.000000 Penalty: 6308.700195
	Iteration 24Q: 3 clusters Score -3.903196e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 332092 members 
Entering Unmasked Estep 
Score: -39031860.000000 Penalty: 6308.700195
	Iteration 25Q: 3 clusters Score -3.903186e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 332255 members 
Entering Unmasked Estep 
Score: -39031836.000000 Penalty: 6308.700195
	Iteration 26Q: 3 clusters Score -3.903184e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 332369 members 
Entering Unmasked Estep 
Score: -39031748.000000 Penalty: 6308.700195
	Iteration 27Q: 3 clusters Score -3.903175e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 332463 members 
Entering Unmasked Estep 
Score: -39031740.000000 Penalty: 6308.700195
	Iteration 28Q: 3 clusters Score -3.903174e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 332547 members 
Entering Unmasked Estep 
Score: -39031732.000000 Penalty: 6308.700195
	Iteration 29Q: 3 clusters Score -3.903173e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 332624 members 
Entering Unmasked Estep 
Score: -39031728.000000 Penalty: 6308.700195
	Iteration 30Q: 3 clusters Score -3.903173e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 332676 members 
Entering Unmasked Estep 
Score: -39031748.000000 Penalty: 6308.700195
	Iteration 31Q: 3 clusters Score -3.903175e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 332713 members 
Entering Unmasked Estep 
Score: -39031776.000000 Penalty: 6308.700195
	Iteration 32Q: 3 clusters Score -3.903178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 332750 members 
Entering Unmasked Estep 
Score: -39031748.000000 Penalty: 6308.700195
	Iteration 33Q: 3 clusters Score -3.903175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 332780 members 
Entering Unmasked Estep 
Score: -39031748.000000 Penalty: 6308.700195
	Iteration 34Q: 3 clusters Score -3.903175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 332811 members 
Entering Unmasked Estep 
Score: -39031676.000000 Penalty: 6308.700195
	Iteration 35Q: 3 clusters Score -3.903168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 332833 members 
Entering Unmasked Estep 
Score: -39031656.000000 Penalty: 6308.700195
	Iteration 36Q: 3 clusters Score -3.903166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 332862 members 
Entering Unmasked Estep 
Score: -39031644.000000 Penalty: 6308.700195
	Iteration 37Q: 3 clusters Score -3.903164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 332886 members 
Entering Unmasked Estep 
Score: -39031616.000000 Penalty: 6308.700195
	Iteration 38Q: 3 clusters Score -3.903162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 332913 members 
Entering Unmasked Estep 
Score: -39031576.000000 Penalty: 6308.700195
	Iteration 39Q: 3 clusters Score -3.903158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 332931 members 
Entering Unmasked Estep 
Score: -39031580.000000 Penalty: 6308.700195
	Iteration 40F: 3 clusters Score -3.903158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 332949 members 
Entering Unmasked Estep 
Score: -39031568.000000 Penalty: 6308.700195
	Iteration 41Q: 3 clusters Score -3.903157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 332960 members 
Entering Unmasked Estep 
Score: -39031564.000000 Penalty: 6308.700195
	Iteration 42Q: 3 clusters Score -3.903156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 332970 members 
Entering Unmasked Estep 
Score: -39031548.000000 Penalty: 6308.700195
	Iteration 43Q: 3 clusters Score -3.903155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 332980 members 
Entering Unmasked Estep 
Score: -39031572.000000 Penalty: 6308.700195
	Iteration 44Q: 3 clusters Score -3.903157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 332990 members 
Entering Unmasked Estep 
Score: -39031552.000000 Penalty: 6308.700195
	Iteration 45Q: 3 clusters Score -3.903155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 332998 members 
Entering Unmasked Estep 
Score: -39031572.000000 Penalty: 6308.700195
	Iteration 46Q: 3 clusters Score -3.903157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 333011 members 
Entering Unmasked Estep 
Score: -39031560.000000 Penalty: 6308.700195
	Iteration 47Q: 3 clusters Score -3.903156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 333026 members 
Entering Unmasked Estep 
Score: -39031568.000000 Penalty: 6308.700195
	Iteration 48Q: 3 clusters Score -3.903157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 333035 members 
Entering Unmasked Estep 
Score: -39031576.000000 Penalty: 6308.700195
	Iteration 49Q: 3 clusters Score -3.903158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 333045 members 
Entering Unmasked Estep 
Score: -39031560.000000 Penalty: 6308.700195
	Iteration 50Q: 3 clusters Score -3.903156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 333056 members 
Entering Unmasked Estep 
Score: -39031568.000000 Penalty: 6308.700195
	Iteration 51Q: 3 clusters Score -3.903157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 333064 members 
Entering Unmasked Estep 
Score: -39031568.000000 Penalty: 6308.700195
	Iteration 52Q: 3 clusters Score -3.903157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 333069 members 
Entering Unmasked Estep 
Score: -39031556.000000 Penalty: 6308.700195
	Iteration 53Q: 3 clusters Score -3.903156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 333070 members 
Entering Unmasked Estep 
Score: -39031560.000000 Penalty: 6308.700195
	Iteration 54Q: 3 clusters Score -3.903156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 333073 members 
Entering Unmasked Estep 
Score: -39031560.000000 Penalty: 6308.700195
	Iteration 55Q: 3 clusters Score -3.903156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 333075 members 
Entering Unmasked Estep 
Score: -39031564.000000 Penalty: 6308.700195
	Iteration 56Q: 3 clusters Score -3.903156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 333079 members 
Entering Unmasked Estep 
Score: -39031536.000000 Penalty: 6308.700195
	Iteration 57Q: 3 clusters Score -3.903154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 333081 members 
Entering Unmasked Estep 
Score: -39031532.000000 Penalty: 6308.700195
	Iteration 58Q: 3 clusters Score -3.903153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 333082 members 
Entering Unmasked Estep 
Score: -39031540.000000 Penalty: 6308.700195
	Iteration 59Q: 3 clusters Score -3.903154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 333081 members 
Entering Unmasked Estep 
Score: -39031548.000000 Penalty: 6308.700195
	Iteration 60F: 3 clusters Score -3.903155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 333085 members 
Entering Unmasked Estep 
Score: -39031544.000000 Penalty: 6308.700195
	Iteration 61Q: 3 clusters Score -3.903154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 333089 members 
Entering Unmasked Estep 
Score: -39031528.000000 Penalty: 6308.700195
	Iteration 62Q: 3 clusters Score -3.903153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 333092 members 
Entering Unmasked Estep 
Score: -39031536.000000 Penalty: 6308.700195
	Iteration 63Q: 3 clusters Score -3.903154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 333096 members 
Entering Unmasked Estep 
Score: -39031536.000000 Penalty: 6308.700195
	Iteration 64Q: 3 clusters Score -3.903154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 333098 members 
Entering Unmasked Estep 
Score: -39031528.000000 Penalty: 6308.700195
	Iteration 65Q: 3 clusters Score -3.903153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 333100 members 
Entering Unmasked Estep 
Score: -39031540.000000 Penalty: 6308.700195
	Iteration 66Q: 3 clusters Score -3.903154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 333102 members 
Entering Unmasked Estep 
Score: -39031544.000000 Penalty: 6308.700195
	Iteration 67Q: 3 clusters Score -3.903154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 333105 members 
Entering Unmasked Estep 
Score: -39031552.000000 Penalty: 6308.700195
	Iteration 68Q: 3 clusters Score -3.903155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 333105 members 
Entering Unmasked Estep 
Score: -39031544.000000 Penalty: 6308.700195
	Iteration 69Q: 3 clusters Score -3.903154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 333105 members 
Entering Unmasked Estep 
Score: -39031544.000000 Penalty: 6308.700195
	Iteration 70F: 3 clusters Score -3.903154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Entering Unmasked Estep 
Score: -7040405.500000 Penalty: 2725.668945
	Iteration 0F: 2 clusters Score -7040406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -7000328.000000 Penalty: 5451.337891
	Iteration 0F: 3 clusters Score -7000328 nChanged 27646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -7016236.500000 Penalty: 5451.337891
	Iteration 1F: 3 clusters Score -7016236 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -7017229.000000 Penalty: 5451.337891
	Iteration 2Q: 3 clusters Score -7017229 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -7018844.500000 Penalty: 5451.337891
	Iteration 3F: 3 clusters Score -7018844 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -7021155.500000 Penalty: 5451.337891
	Iteration 4F: 3 clusters Score -7021156 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -7024367.500000 Penalty: 5451.337891
	Iteration 5F: 3 clusters Score -7024368 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -7028271.000000 Penalty: 5451.337891
	Iteration 6F: 3 clusters Score -7028271 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -7032113.000000 Penalty: 5451.337891
	Iteration 7F: 3 clusters Score -7032113 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -7034918.500000 Penalty: 5451.337891
	Iteration 8F: 3 clusters Score -7034918 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -7036616.000000 Penalty: 5451.337891
	Iteration 9Q: 3 clusters Score -7036616 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7037539.000000 Penalty: 5451.337891
	Iteration 10Q: 3 clusters Score -7037539 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7038013.000000 Penalty: 5451.337891
	Iteration 11Q: 3 clusters Score -7038013 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7038265.000000 Penalty: 5451.337891
	Iteration 12Q: 3 clusters Score -7038265 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7038382.000000 Penalty: 5451.337891
	Iteration 13Q: 3 clusters Score -7038382 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7038500.000000 Penalty: 5451.337891
	Iteration 14Q: 3 clusters Score -7038500 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7038578.500000 Penalty: 5451.337891
	Iteration 15Q: 3 clusters Score -7038578 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7038672.000000 Penalty: 5451.337891
	Iteration 16Q: 3 clusters Score -7038672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7038737.500000 Penalty: 5451.337891
	Iteration 17Q: 3 clusters Score -7038738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7038779.000000 Penalty: 5451.337891
	Iteration 18Q: 3 clusters Score -7038779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7038819.000000 Penalty: 5451.337891
	Iteration 19Q: 3 clusters Score -7038819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7038838.000000 Penalty: 5451.337891
	Iteration 20F: 3 clusters Score -7038838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7038863.500000 Penalty: 5451.337891
	Iteration 21Q: 3 clusters Score -7038864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7038880.000000 Penalty: 5451.337891
	Iteration 22Q: 3 clusters Score -7038880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7038893.500000 Penalty: 5451.337891
	Iteration 23Q: 3 clusters Score -7038894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7038910.000000 Penalty: 5451.337891
	Iteration 24Q: 3 clusters Score -7038910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7038953.000000 Penalty: 5451.337891
	Iteration 25Q: 3 clusters Score -7038953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7038959.000000 Penalty: 5451.337891
	Iteration 26Q: 3 clusters Score -7038959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7038958.500000 Penalty: 5451.337891
	Iteration 27Q: 3 clusters Score -7038958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7038975.500000 Penalty: 5451.337891
	Iteration 28Q: 3 clusters Score -7038976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7038973.500000 Penalty: 5451.337891
	Iteration 29Q: 3 clusters Score -7038974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7038965.000000 Penalty: 5451.337891
	Iteration 30Q: 3 clusters Score -7038965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7038971.000000 Penalty: 5451.337891
	Iteration 31Q: 3 clusters Score -7038971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7038964.000000 Penalty: 5451.337891
	Iteration 32Q: 3 clusters Score -7038964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7038970.000000 Penalty: 5451.337891
	Iteration 33Q: 3 clusters Score -7038970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7038969.500000 Penalty: 5451.337891
	Iteration 34Q: 3 clusters Score -7038970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7038975.500000 Penalty: 5451.337891
	Iteration 35Q: 3 clusters Score -7038976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7038974.500000 Penalty: 5451.337891
	Iteration 36Q: 3 clusters Score -7038974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7038977.500000 Penalty: 5451.337891
	Iteration 37Q: 3 clusters Score -7038978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7038982.500000 Penalty: 5451.337891
	Iteration 38Q: 3 clusters Score -7038982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7038979.000000 Penalty: 5451.337891
	Iteration 39Q: 3 clusters Score -7038979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7038979.000000 Penalty: 5451.337891
	Iteration 40F: 3 clusters Score -7038979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7038981.000000 Penalty: 5451.337891
	Iteration 41Q: 3 clusters Score -7038981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7038988.000000 Penalty: 5451.337891
	Iteration 42Q: 3 clusters Score -7038988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7038994.000000 Penalty: 5451.337891
	Iteration 43Q: 3 clusters Score -7038994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7038991.500000 Penalty: 5451.337891
	Iteration 44Q: 3 clusters Score -7038992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7039001.000000 Penalty: 5451.337891
	Iteration 45Q: 3 clusters Score -7039001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7038999.500000 Penalty: 5451.337891
	Iteration 46Q: 3 clusters Score -7039000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7038991.500000 Penalty: 5451.337891
	Iteration 47Q: 3 clusters Score -7038992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7038991.500000 Penalty: 5451.337891
	Iteration 48Q: 3 clusters Score -7038992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7038989.000000 Penalty: 5451.337891
	Iteration 49Q: 3 clusters Score -7038989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7038993.000000 Penalty: 5451.337891
	Iteration 50Q: 3 clusters Score -7038993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7038994.500000 Penalty: 5451.337891
	Iteration 51Q: 3 clusters Score -7038994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7038994.500000 Penalty: 5451.337891
	Iteration 52F: 3 clusters Score -7038994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -81675.210938 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -81675.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79901.687500 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -79901.69 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80179.421875 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -80179.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80269.531250 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -80269.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80309.914062 Penalty: 3295.965088
	Iteration 3Q: 3 clusters Score -80309.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80344.937500 Penalty: 3295.965088
	Iteration 4Q: 3 clusters Score -80344.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80373.546875 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -80373.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80385.898438 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -80385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80390.562500 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -80390.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80392.210938 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -80392.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80392.210938 Penalty: 3295.965088
	Iteration 9F: 3 clusters Score -80392.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (204422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204422 members 
Entering Unmasked Estep 
Score: -24043686.000000 Penalty: 3032.529541
	Iteration 0F: 2 clusters Score -2.404369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -23909718.000000 Penalty: 6065.059082
	Iteration 0F: 3 clusters Score -2.390972e+07 nChanged 98210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -23966798.000000 Penalty: 6065.059082
	Iteration 1F: 3 clusters Score -2.39668e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96440 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -23967832.000000 Penalty: 6065.059082
	Iteration 2Q: 3 clusters Score -2.396783e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -23968906.000000 Penalty: 6065.059082
	Iteration 3Q: 3 clusters Score -2.396891e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -23970924.000000 Penalty: 6065.059082
	Iteration 4Q: 3 clusters Score -2.397092e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -23974230.000000 Penalty: 6065.059082
	Iteration 5Q: 3 clusters Score -2.397423e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -23980766.000000 Penalty: 6065.059082
	Iteration 6F: 3 clusters Score -2.398077e+07 nChanged 16147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -23992706.000000 Penalty: 6065.059082
	Iteration 7F: 3 clusters Score -2.399271e+07 nChanged 19629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -24010074.000000 Penalty: 6065.059082
	Iteration 8F: 3 clusters Score -2.401007e+07 nChanged 17826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 189311 members 
Entering Unmasked Estep 
Score: -24027342.000000 Penalty: 6065.059082
	Iteration 9F: 3 clusters Score -2.402734e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 199525 members 
Entering Unmasked Estep 
Score: -24036876.000000 Penalty: 6065.059082
	Iteration 10Q: 3 clusters Score -2.403688e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 203138 members 
Entering Unmasked Estep 
Score: -24039882.000000 Penalty: 6065.059082
	Iteration 11Q: 3 clusters Score -2.403988e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 203979 members 
Entering Unmasked Estep 
Score: -24040620.000000 Penalty: 6065.059082
	Iteration 12Q: 3 clusters Score -2.404062e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204139 members 
Entering Unmasked Estep 
Score: -24040822.000000 Penalty: 6065.059082
	Iteration 13Q: 3 clusters Score -2.404082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 204190 members 
Entering Unmasked Estep 
Score: -24040896.000000 Penalty: 6065.059082
	Iteration 14Q: 3 clusters Score -2.40409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 204204 members 
Entering Unmasked Estep 
Score: -24040928.000000 Penalty: 6065.059082
	Iteration 15Q: 3 clusters Score -2.404093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 204211 members 
Entering Unmasked Estep 
Score: -24040932.000000 Penalty: 6065.059082
	Iteration 16Q: 3 clusters Score -2.404093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204214 members 
Entering Unmasked Estep 
Score: -24040954.000000 Penalty: 6065.059082
	Iteration 17Q: 3 clusters Score -2.404095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204217 members 
Entering Unmasked Estep 
Score: -24040948.000000 Penalty: 6065.059082
	Iteration 18Q: 3 clusters Score -2.404095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204220 members 
Entering Unmasked Estep 
Score: -24040950.000000 Penalty: 6065.059082
	Iteration 19Q: 3 clusters Score -2.404095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204219 members 
Entering Unmasked Estep 
Score: -24040944.000000 Penalty: 6065.059082
	Iteration 20F: 3 clusters Score -2.404094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -285699.343750 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -285699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -282686.593750 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -282686.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283455.781250 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -283455.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -283890.031250 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -283890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -284216.093750 Penalty: 3909.066406
	Iteration 3F: 3 clusters Score -284216.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284488.625000 Penalty: 3909.066406
	Iteration 4F: 3 clusters Score -284488.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -284726.468750 Penalty: 3909.066406
	Iteration 5F: 3 clusters Score -284726.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -284922.625000 Penalty: 3909.066406
	Iteration 6F: 3 clusters Score -284922.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -285112.343750 Penalty: 3909.066406
	Iteration 7F: 3 clusters Score -285112.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -285235.343750 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -285235.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -285317.187500 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -285317.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -285366.312500 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -285366.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -285403.625000 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -285403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -285427.312500 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -285427.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -285448.593750 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -285448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -285463.125000 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -285463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -285475.156250 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -285475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -285484.500000 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -285484.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -285487.906250 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -285487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -285488.468750 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -285488.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -285488.468750 Penalty: 3909.066406
	Iteration 19F: 3 clusters Score -285488.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Entering Unmasked Estep 
Score: -2186824.250000 Penalty: 2440.917725
	Iteration 0F: 2 clusters Score -2186824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2173496.250000 Penalty: 4881.835449
	Iteration 0F: 3 clusters Score -2173496 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2178024.250000 Penalty: 4881.835449
	Iteration 1F: 3 clusters Score -2178024 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2178551.500000 Penalty: 4881.835449
	Iteration 2F: 3 clusters Score -2178552 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2179015.750000 Penalty: 4881.835449
	Iteration 3F: 3 clusters Score -2179016 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2179488.750000 Penalty: 4881.835449
	Iteration 4F: 3 clusters Score -2179489 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2179977.250000 Penalty: 4881.835449
	Iteration 5Q: 3 clusters Score -2179977 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2180521.500000 Penalty: 4881.835449
	Iteration 6F: 3 clusters Score -2180522 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2181032.500000 Penalty: 4881.835449
	Iteration 7F: 3 clusters Score -2181032 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2181536.250000 Penalty: 4881.835449
	Iteration 8Q: 3 clusters Score -2181536 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2182036.250000 Penalty: 4881.835449
	Iteration 9Q: 3 clusters Score -2182036 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2182487.000000 Penalty: 4881.835449
	Iteration 10Q: 3 clusters Score -2182487 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2182842.250000 Penalty: 4881.835449
	Iteration 11Q: 3 clusters Score -2182842 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2183069.000000 Penalty: 4881.835449
	Iteration 12Q: 3 clusters Score -2183069 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2183214.500000 Penalty: 4881.835449
	Iteration 13Q: 3 clusters Score -2183214 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2183319.000000 Penalty: 4881.835449
	Iteration 14Q: 3 clusters Score -2183319 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2183386.250000 Penalty: 4881.835449
	Iteration 15Q: 3 clusters Score -2183386 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2183432.000000 Penalty: 4881.835449
	Iteration 16Q: 3 clusters Score -2183432 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2183463.000000 Penalty: 4881.835449
	Iteration 17Q: 3 clusters Score -2183463 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2183511.750000 Penalty: 4881.835449
	Iteration 18Q: 3 clusters Score -2183512 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2183543.250000 Penalty: 4881.835449
	Iteration 19Q: 3 clusters Score -2183543 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2183579.000000 Penalty: 4881.835449
	Iteration 20F: 3 clusters Score -2183579 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2183628.750000 Penalty: 4881.835449
	Iteration 21Q: 3 clusters Score -2183629 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2183659.750000 Penalty: 4881.835449
	Iteration 22Q: 3 clusters Score -2183660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2183703.250000 Penalty: 4881.835449
	Iteration 23Q: 3 clusters Score -2183703 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2183744.250000 Penalty: 4881.835449
	Iteration 24Q: 3 clusters Score -2183744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2183781.500000 Penalty: 4881.835449
	Iteration 25Q: 3 clusters Score -2183782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2183819.000000 Penalty: 4881.835449
	Iteration 26Q: 3 clusters Score -2183819 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2183861.500000 Penalty: 4881.835449
	Iteration 27Q: 3 clusters Score -2183862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2183920.750000 Penalty: 4881.835449
	Iteration 28Q: 3 clusters Score -2183921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2183957.250000 Penalty: 4881.835449
	Iteration 29Q: 3 clusters Score -2183957 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2184007.750000 Penalty: 4881.835449
	Iteration 30Q: 3 clusters Score -2184008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2184058.000000 Penalty: 4881.835449
	Iteration 31Q: 3 clusters Score -2184058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2184103.000000 Penalty: 4881.835449
	Iteration 32Q: 3 clusters Score -2184103 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2184178.000000 Penalty: 4881.835449
	Iteration 33Q: 3 clusters Score -2184178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2184252.000000 Penalty: 4881.835449
	Iteration 34Q: 3 clusters Score -2184252 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2184315.000000 Penalty: 4881.835449
	Iteration 35Q: 3 clusters Score -2184315 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2184371.250000 Penalty: 4881.835449
	Iteration 36Q: 3 clusters Score -2184371 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2184415.750000 Penalty: 4881.835449
	Iteration 37Q: 3 clusters Score -2184416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2184465.500000 Penalty: 4881.835449
	Iteration 38Q: 3 clusters Score -2184466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2184512.750000 Penalty: 4881.835449
	Iteration 39Q: 3 clusters Score -2184513 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2184560.250000 Penalty: 4881.835449
	Iteration 40F: 3 clusters Score -2184560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2184604.500000 Penalty: 4881.835449
	Iteration 41Q: 3 clusters Score -2184604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2184648.500000 Penalty: 4881.835449
	Iteration 42Q: 3 clusters Score -2184648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2184684.750000 Penalty: 4881.835449
	Iteration 43Q: 3 clusters Score -2184685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2184709.000000 Penalty: 4881.835449
	Iteration 44Q: 3 clusters Score -2184709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2184745.500000 Penalty: 4881.835449
	Iteration 45Q: 3 clusters Score -2184746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2184760.500000 Penalty: 4881.835449
	Iteration 46Q: 3 clusters Score -2184760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2184784.000000 Penalty: 4881.835449
	Iteration 47Q: 3 clusters Score -2184784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2184797.250000 Penalty: 4881.835449
	Iteration 48Q: 3 clusters Score -2184797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2184803.750000 Penalty: 4881.835449
	Iteration 49Q: 3 clusters Score -2184804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2184812.250000 Penalty: 4881.835449
	Iteration 50Q: 3 clusters Score -2184812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2184820.250000 Penalty: 4881.835449
	Iteration 51Q: 3 clusters Score -2184820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2184834.500000 Penalty: 4881.835449
	Iteration 52Q: 3 clusters Score -2184834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2184843.750000 Penalty: 4881.835449
	Iteration 53Q: 3 clusters Score -2184844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2184846.500000 Penalty: 4881.835449
	Iteration 54Q: 3 clusters Score -2184846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2184851.750000 Penalty: 4881.835449
	Iteration 55Q: 3 clusters Score -2184852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2184859.750000 Penalty: 4881.835449
	Iteration 56Q: 3 clusters Score -2184860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2184865.000000 Penalty: 4881.835449
	Iteration 57Q: 3 clusters Score -2184865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2184868.250000 Penalty: 4881.835449
	Iteration 58Q: 3 clusters Score -2184868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2184870.750000 Penalty: 4881.835449
	Iteration 59Q: 3 clusters Score -2184871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2184878.500000 Penalty: 4881.835449
	Iteration 60F: 3 clusters Score -2184878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2184878.250000 Penalty: 4881.835449
	Iteration 61Q: 3 clusters Score -2184878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2184887.250000 Penalty: 4881.835449
	Iteration 62Q: 3 clusters Score -2184887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2184889.250000 Penalty: 4881.835449
	Iteration 63Q: 3 clusters Score -2184889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2184890.000000 Penalty: 4881.835449
	Iteration 64Q: 3 clusters Score -2184890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2184889.000000 Penalty: 4881.835449
	Iteration 65Q: 3 clusters Score -2184889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2184890.500000 Penalty: 4881.835449
	Iteration 66Q: 3 clusters Score -2184890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2184893.000000 Penalty: 4881.835449
	Iteration 67Q: 3 clusters Score -2184893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2184894.750000 Penalty: 4881.835449
	Iteration 68Q: 3 clusters Score -2184895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2184894.750000 Penalty: 4881.835449
	Iteration 69Q: 3 clusters Score -2184895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2184901.500000 Penalty: 4881.835449
	Iteration 70Q: 3 clusters Score -2184902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2184901.000000 Penalty: 4881.835449
	Iteration 71Q: 3 clusters Score -2184901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2184901.750000 Penalty: 4881.835449
	Iteration 72Q: 3 clusters Score -2184902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2184899.500000 Penalty: 4881.835449
	Iteration 73Q: 3 clusters Score -2184900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2184898.000000 Penalty: 4881.835449
	Iteration 74Q: 3 clusters Score -2184898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2184902.500000 Penalty: 4881.835449
	Iteration 75Q: 3 clusters Score -2184902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2184901.500000 Penalty: 4881.835449
	Iteration 76Q: 3 clusters Score -2184902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2184901.500000 Penalty: 4881.835449
	Iteration 77F: 3 clusters Score -2184902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -152017.796875 Penalty: 1793.538574
	Iteration 0F: 2 clusters Score -152017.8 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 691 members 
Entering Unmasked Estep 
Score: -149757.562500 Penalty: 3587.077148
	Iteration 0F: 3 clusters Score -149757.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150134.062500 Penalty: 3587.077148
	Iteration 1F: 3 clusters Score -150134.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -150250.125000 Penalty: 3587.077148
	Iteration 2F: 3 clusters Score -150250.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -150307.687500 Penalty: 3587.077148
	Iteration 3Q: 3 clusters Score -150307.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150339.437500 Penalty: 3587.077148
	Iteration 4Q: 3 clusters Score -150339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150365.296875 Penalty: 3587.077148
	Iteration 5Q: 3 clusters Score -150365.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150378.671875 Penalty: 3587.077148
	Iteration 6Q: 3 clusters Score -150378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150393.250000 Penalty: 3587.077148
	Iteration 7Q: 3 clusters Score -150393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150403.203125 Penalty: 3587.077148
	Iteration 8Q: 3 clusters Score -150403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150412.984375 Penalty: 3587.077148
	Iteration 9Q: 3 clusters Score -150413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150418.140625 Penalty: 3587.077148
	Iteration 10Q: 3 clusters Score -150418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150422.031250 Penalty: 3587.077148
	Iteration 11Q: 3 clusters Score -150422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -150426.171875 Penalty: 3587.077148
	Iteration 12Q: 3 clusters Score -150426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -150426.171875 Penalty: 3587.077148
	Iteration 13F: 3 clusters Score -150426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Entering Unmasked Estep 
Score: -4522525.500000 Penalty: 2614.597900
	Iteration 0F: 2 clusters Score -4522526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4496786.000000 Penalty: 5229.195801
	Iteration 0F: 3 clusters Score -4496786 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4506132.500000 Penalty: 5229.195801
	Iteration 1F: 3 clusters Score -4506132 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4506582.500000 Penalty: 5229.195801
	Iteration 2Q: 3 clusters Score -4506582 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4506983.500000 Penalty: 5229.195801
	Iteration 3Q: 3 clusters Score -4506984 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4507421.500000 Penalty: 5229.195801
	Iteration 4Q: 3 clusters Score -4507422 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4507893.000000 Penalty: 5229.195801
	Iteration 5Q: 3 clusters Score -4507893 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4508481.000000 Penalty: 5229.195801
	Iteration 6Q: 3 clusters Score -4508481 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4509235.000000 Penalty: 5229.195801
	Iteration 7Q: 3 clusters Score -4509235 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4510288.000000 Penalty: 5229.195801
	Iteration 8Q: 3 clusters Score -4510288 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4511698.000000 Penalty: 5229.195801
	Iteration 9Q: 3 clusters Score -4511698 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4513261.500000 Penalty: 5229.195801
	Iteration 10F: 3 clusters Score -4513262 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -4514670.000000 Penalty: 5229.195801
	Iteration 11F: 3 clusters Score -4514670 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4515772.500000 Penalty: 5229.195801
	Iteration 12Q: 3 clusters Score -4515772 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4516659.500000 Penalty: 5229.195801
	Iteration 13Q: 3 clusters Score -4516660 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4517308.000000 Penalty: 5229.195801
	Iteration 14Q: 3 clusters Score -4517308 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4517873.500000 Penalty: 5229.195801
	Iteration 15Q: 3 clusters Score -4517874 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4518305.500000 Penalty: 5229.195801
	Iteration 16Q: 3 clusters Score -4518306 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4518656.000000 Penalty: 5229.195801
	Iteration 17Q: 3 clusters Score -4518656 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4518951.000000 Penalty: 5229.195801
	Iteration 18Q: 3 clusters Score -4518951 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4519199.000000 Penalty: 5229.195801
	Iteration 19Q: 3 clusters Score -4519199 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4519409.000000 Penalty: 5229.195801
	Iteration 20F: 3 clusters Score -4519409 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4519576.000000 Penalty: 5229.195801
	Iteration 21Q: 3 clusters Score -4519576 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4519684.500000 Penalty: 5229.195801
	Iteration 22Q: 3 clusters Score -4519684 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4519785.000000 Penalty: 5229.195801
	Iteration 23Q: 3 clusters Score -4519785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4519886.000000 Penalty: 5229.195801
	Iteration 24Q: 3 clusters Score -4519886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4519952.000000 Penalty: 5229.195801
	Iteration 25Q: 3 clusters Score -4519952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4520017.000000 Penalty: 5229.195801
	Iteration 26Q: 3 clusters Score -4520017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4520082.500000 Penalty: 5229.195801
	Iteration 27Q: 3 clusters Score -4520082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4520125.500000 Penalty: 5229.195801
	Iteration 28Q: 3 clusters Score -4520126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4520156.000000 Penalty: 5229.195801
	Iteration 29Q: 3 clusters Score -4520156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4520183.500000 Penalty: 5229.195801
	Iteration 30Q: 3 clusters Score -4520184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4520203.500000 Penalty: 5229.195801
	Iteration 31Q: 3 clusters Score -4520204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4520216.500000 Penalty: 5229.195801
	Iteration 32Q: 3 clusters Score -4520216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4520229.500000 Penalty: 5229.195801
	Iteration 33Q: 3 clusters Score -4520230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4520243.500000 Penalty: 5229.195801
	Iteration 34Q: 3 clusters Score -4520244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4520249.500000 Penalty: 5229.195801
	Iteration 35Q: 3 clusters Score -4520250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4520259.500000 Penalty: 5229.195801
	Iteration 36Q: 3 clusters Score -4520260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4520267.000000 Penalty: 5229.195801
	Iteration 37Q: 3 clusters Score -4520267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4520267.500000 Penalty: 5229.195801
	Iteration 38Q: 3 clusters Score -4520268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4520266.500000 Penalty: 5229.195801
	Iteration 39Q: 3 clusters Score -4520266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4520270.500000 Penalty: 5229.195801
	Iteration 40F: 3 clusters Score -4520270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4520271.500000 Penalty: 5229.195801
	Iteration 41Q: 3 clusters Score -4520272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4520268.000000 Penalty: 5229.195801
	Iteration 42Q: 3 clusters Score -4520268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4520276.000000 Penalty: 5229.195801
	Iteration 43Q: 3 clusters Score -4520276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4520279.500000 Penalty: 5229.195801
	Iteration 44Q: 3 clusters Score -4520280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4520283.000000 Penalty: 5229.195801
	Iteration 45Q: 3 clusters Score -4520283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4520290.000000 Penalty: 5229.195801
	Iteration 46Q: 3 clusters Score -4520290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4520292.000000 Penalty: 5229.195801
	Iteration 47Q: 3 clusters Score -4520292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4520297.500000 Penalty: 5229.195801
	Iteration 48Q: 3 clusters Score -4520298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4520299.000000 Penalty: 5229.195801
	Iteration 49Q: 3 clusters Score -4520299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4520295.000000 Penalty: 5229.195801
	Iteration 50Q: 3 clusters Score -4520295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4520295.000000 Penalty: 5229.195801
	Iteration 51F: 3 clusters Score -4520295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -983539.125000 Penalty: 2248.599121
	Iteration 0F: 2 clusters Score -983539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -976673.375000 Penalty: 4497.198242
	Iteration 0F: 3 clusters Score -976673.4 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -978576.937500 Penalty: 4497.198242
	Iteration 1F: 3 clusters Score -978576.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -978846.625000 Penalty: 4497.198242
	Iteration 2F: 3 clusters Score -978846.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -979026.875000 Penalty: 4497.198242
	Iteration 3Q: 3 clusters Score -979026.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -979157.687500 Penalty: 4497.198242
	Iteration 4Q: 3 clusters Score -979157.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -979259.375000 Penalty: 4497.198242
	Iteration 5Q: 3 clusters Score -979259.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -979342.437500 Penalty: 4497.198242
	Iteration 6Q: 3 clusters Score -979342.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -979406.250000 Penalty: 4497.198242
	Iteration 7Q: 3 clusters Score -979406.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -979456.250000 Penalty: 4497.198242
	Iteration 8Q: 3 clusters Score -979456.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -979513.937500 Penalty: 4497.198242
	Iteration 9Q: 3 clusters Score -979513.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -979565.312500 Penalty: 4497.198242
	Iteration 10Q: 3 clusters Score -979565.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -979638.500000 Penalty: 4497.198242
	Iteration 11Q: 3 clusters Score -979638.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -979725.562500 Penalty: 4497.198242
	Iteration 12Q: 3 clusters Score -979725.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -979834.312500 Penalty: 4497.198242
	Iteration 13Q: 3 clusters Score -979834.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -979981.812500 Penalty: 4497.198242
	Iteration 14Q: 3 clusters Score -979981.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -980166.375000 Penalty: 4497.198242
	Iteration 15Q: 3 clusters Score -980166.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -980394.000000 Penalty: 4497.198242
	Iteration 16Q: 3 clusters Score -980394 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -980676.437500 Penalty: 4497.198242
	Iteration 17Q: 3 clusters Score -980676.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -980977.000000 Penalty: 4497.198242
	Iteration 18Q: 3 clusters Score -980977 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -981270.687500 Penalty: 4497.198242
	Iteration 19Q: 3 clusters Score -981270.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -981493.250000 Penalty: 4497.198242
	Iteration 20F: 3 clusters Score -981493.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -981657.625000 Penalty: 4497.198242
	Iteration 21Q: 3 clusters Score -981657.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -981783.312500 Penalty: 4497.198242
	Iteration 22Q: 3 clusters Score -981783.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -981860.750000 Penalty: 4497.198242
	Iteration 23Q: 3 clusters Score -981860.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -981925.875000 Penalty: 4497.198242
	Iteration 24Q: 3 clusters Score -981925.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -981972.125000 Penalty: 4497.198242
	Iteration 25Q: 3 clusters Score -981972.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -982000.937500 Penalty: 4497.198242
	Iteration 26Q: 3 clusters Score -982000.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -982021.437500 Penalty: 4497.198242
	Iteration 27Q: 3 clusters Score -982021.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -982040.062500 Penalty: 4497.198242
	Iteration 28Q: 3 clusters Score -982040.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -982054.625000 Penalty: 4497.198242
	Iteration 29Q: 3 clusters Score -982054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -982062.437500 Penalty: 4497.198242
	Iteration 30Q: 3 clusters Score -982062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -982066.437500 Penalty: 4497.198242
	Iteration 31Q: 3 clusters Score -982066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -982069.312500 Penalty: 4497.198242
	Iteration 32Q: 3 clusters Score -982069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -982073.437500 Penalty: 4497.198242
	Iteration 33Q: 3 clusters Score -982073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -982077.062500 Penalty: 4497.198242
	Iteration 34Q: 3 clusters Score -982077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -982080.437500 Penalty: 4497.198242
	Iteration 35Q: 3 clusters Score -982080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -982085.000000 Penalty: 4497.198242
	Iteration 36Q: 3 clusters Score -982085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -982089.062500 Penalty: 4497.198242
	Iteration 37Q: 3 clusters Score -982089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -982087.875000 Penalty: 4497.198242
	Iteration 38Q: 3 clusters Score -982087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -982087.875000 Penalty: 4497.198242
	Iteration 39F: 3 clusters Score -982087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Entering Unmasked Estep 
Score: -1443917.625000 Penalty: 2330.555420
	Iteration 0F: 2 clusters Score -1443918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1434952.500000 Penalty: 4661.110840
	Iteration 0F: 3 clusters Score -1434952 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1437575.500000 Penalty: 4661.110840
	Iteration 1F: 3 clusters Score -1437576 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1437882.125000 Penalty: 4661.110840
	Iteration 2F: 3 clusters Score -1437882 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1438106.000000 Penalty: 4661.110840
	Iteration 3Q: 3 clusters Score -1438106 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1438273.625000 Penalty: 4661.110840
	Iteration 4Q: 3 clusters Score -1438274 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1438413.000000 Penalty: 4661.110840
	Iteration 5Q: 3 clusters Score -1438413 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1438513.625000 Penalty: 4661.110840
	Iteration 6Q: 3 clusters Score -1438514 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1438602.250000 Penalty: 4661.110840
	Iteration 7Q: 3 clusters Score -1438602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1438668.750000 Penalty: 4661.110840
	Iteration 8Q: 3 clusters Score -1438669 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1438728.250000 Penalty: 4661.110840
	Iteration 9Q: 3 clusters Score -1438728 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1438790.625000 Penalty: 4661.110840
	Iteration 10Q: 3 clusters Score -1438791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1438852.875000 Penalty: 4661.110840
	Iteration 11Q: 3 clusters Score -1438853 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1438925.750000 Penalty: 4661.110840
	Iteration 12Q: 3 clusters Score -1438926 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1439017.375000 Penalty: 4661.110840
	Iteration 13Q: 3 clusters Score -1439017 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1439133.375000 Penalty: 4661.110840
	Iteration 14Q: 3 clusters Score -1439133 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1439271.250000 Penalty: 4661.110840
	Iteration 15Q: 3 clusters Score -1439271 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1439443.750000 Penalty: 4661.110840
	Iteration 16Q: 3 clusters Score -1439444 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1439669.375000 Penalty: 4661.110840
	Iteration 17Q: 3 clusters Score -1439669 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1439926.875000 Penalty: 4661.110840
	Iteration 18Q: 3 clusters Score -1439927 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1440162.125000 Penalty: 4661.110840
	Iteration 19Q: 3 clusters Score -1440162 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1440419.625000 Penalty: 4661.110840
	Iteration 20F: 3 clusters Score -1440420 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1440678.250000 Penalty: 4661.110840
	Iteration 21Q: 3 clusters Score -1440678 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1440906.875000 Penalty: 4661.110840
	Iteration 22Q: 3 clusters Score -1440907 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1441113.375000 Penalty: 4661.110840
	Iteration 23Q: 3 clusters Score -1441113 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1441289.250000 Penalty: 4661.110840
	Iteration 24Q: 3 clusters Score -1441289 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1441446.375000 Penalty: 4661.110840
	Iteration 25Q: 3 clusters Score -1441446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1441564.375000 Penalty: 4661.110840
	Iteration 26Q: 3 clusters Score -1441564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1441647.625000 Penalty: 4661.110840
	Iteration 27Q: 3 clusters Score -1441648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1441710.125000 Penalty: 4661.110840
	Iteration 28Q: 3 clusters Score -1441710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1441759.375000 Penalty: 4661.110840
	Iteration 29Q: 3 clusters Score -1441759 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1441800.250000 Penalty: 4661.110840
	Iteration 30Q: 3 clusters Score -1441800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1441834.250000 Penalty: 4661.110840
	Iteration 31Q: 3 clusters Score -1441834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1441865.500000 Penalty: 4661.110840
	Iteration 32Q: 3 clusters Score -1441866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1441887.000000 Penalty: 4661.110840
	Iteration 33Q: 3 clusters Score -1441887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1441895.625000 Penalty: 4661.110840
	Iteration 34Q: 3 clusters Score -1441896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1441903.875000 Penalty: 4661.110840
	Iteration 35Q: 3 clusters Score -1441904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1441921.375000 Penalty: 4661.110840
	Iteration 36Q: 3 clusters Score -1441921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1441929.500000 Penalty: 4661.110840
	Iteration 37Q: 3 clusters Score -1441930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1441934.500000 Penalty: 4661.110840
	Iteration 38Q: 3 clusters Score -1441934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1441938.125000 Penalty: 4661.110840
	Iteration 39Q: 3 clusters Score -1441938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1441940.375000 Penalty: 4661.110840
	Iteration 40F: 3 clusters Score -1441940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1441951.375000 Penalty: 4661.110840
	Iteration 41Q: 3 clusters Score -1441951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1441954.875000 Penalty: 4661.110840
	Iteration 42Q: 3 clusters Score -1441955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1441956.250000 Penalty: 4661.110840
	Iteration 43Q: 3 clusters Score -1441956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1441961.875000 Penalty: 4661.110840
	Iteration 44Q: 3 clusters Score -1441962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1441959.000000 Penalty: 4661.110840
	Iteration 45Q: 3 clusters Score -1441959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1441961.500000 Penalty: 4661.110840
	Iteration 46Q: 3 clusters Score -1441962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1441962.250000 Penalty: 4661.110840
	Iteration 47Q: 3 clusters Score -1441962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1441964.125000 Penalty: 4661.110840
	Iteration 48Q: 3 clusters Score -1441964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1441964.375000 Penalty: 4661.110840
	Iteration 49Q: 3 clusters Score -1441964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1441963.250000 Penalty: 4661.110840
	Iteration 50Q: 3 clusters Score -1441963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1441963.250000 Penalty: 4661.110840
	Iteration 51F: 3 clusters Score -1441963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1032126.437500 Penalty: 2270.685547
	Iteration 0F: 2 clusters Score -1032126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1024802.062500 Penalty: 4541.371094
	Iteration 0F: 3 clusters Score -1024802 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1027117.312500 Penalty: 4541.371094
	Iteration 1F: 3 clusters Score -1027117 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1027601.187500 Penalty: 4541.371094
	Iteration 2F: 3 clusters Score -1027601 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1027981.187500 Penalty: 4541.371094
	Iteration 3F: 3 clusters Score -1027981 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1028323.437500 Penalty: 4541.371094
	Iteration 4F: 3 clusters Score -1028323 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1028655.562500 Penalty: 4541.371094
	Iteration 5F: 3 clusters Score -1028656 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1028954.625000 Penalty: 4541.371094
	Iteration 6Q: 3 clusters Score -1028955 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1029234.625000 Penalty: 4541.371094
	Iteration 7Q: 3 clusters Score -1029235 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1029471.750000 Penalty: 4541.371094
	Iteration 8Q: 3 clusters Score -1029472 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1029666.437500 Penalty: 4541.371094
	Iteration 9Q: 3 clusters Score -1029666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1029848.187500 Penalty: 4541.371094
	Iteration 10Q: 3 clusters Score -1029848 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1029990.937500 Penalty: 4541.371094
	Iteration 11Q: 3 clusters Score -1029991 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1030095.937500 Penalty: 4541.371094
	Iteration 12Q: 3 clusters Score -1030096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1030180.875000 Penalty: 4541.371094
	Iteration 13Q: 3 clusters Score -1030181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1030255.437500 Penalty: 4541.371094
	Iteration 14Q: 3 clusters Score -1030255 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1030335.062500 Penalty: 4541.371094
	Iteration 15Q: 3 clusters Score -1030335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1030409.062500 Penalty: 4541.371094
	Iteration 16Q: 3 clusters Score -1030409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1030473.812500 Penalty: 4541.371094
	Iteration 17Q: 3 clusters Score -1030474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1030526.312500 Penalty: 4541.371094
	Iteration 18Q: 3 clusters Score -1030526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1030573.687500 Penalty: 4541.371094
	Iteration 19Q: 3 clusters Score -1030574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1030614.250000 Penalty: 4541.371094
	Iteration 20F: 3 clusters Score -1030614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1030644.812500 Penalty: 4541.371094
	Iteration 21Q: 3 clusters Score -1030645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1030664.812500 Penalty: 4541.371094
	Iteration 22Q: 3 clusters Score -1030665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1030675.125000 Penalty: 4541.371094
	Iteration 23Q: 3 clusters Score -1030675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1030682.687500 Penalty: 4541.371094
	Iteration 24Q: 3 clusters Score -1030683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1030688.687500 Penalty: 4541.371094
	Iteration 25Q: 3 clusters Score -1030689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1030695.750000 Penalty: 4541.371094
	Iteration 26Q: 3 clusters Score -1030696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1030698.187500 Penalty: 4541.371094
	Iteration 27Q: 3 clusters Score -1030698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1030700.562500 Penalty: 4541.371094
	Iteration 28Q: 3 clusters Score -1030701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1030701.937500 Penalty: 4541.371094
	Iteration 29Q: 3 clusters Score -1030702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1030703.125000 Penalty: 4541.371094
	Iteration 30Q: 3 clusters Score -1030703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1030705.062500 Penalty: 4541.371094
	Iteration 31Q: 3 clusters Score -1030705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1030705.062500 Penalty: 4541.371094
	Iteration 32F: 3 clusters Score -1030705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137528.812500 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137528.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137862.781250 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137862.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137993.625000 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -137993.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138166.234375 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -138166.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -138312.093750 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -138312.1 nChanged 67
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: -138445.609375 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -138445.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -138547.578125 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138547.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -138623.656250 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138623.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -138659.718750 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138659.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -138681.640625 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138681.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -138691.593750 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -138713.093750 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138713.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -138734.468750 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138750.687500 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -138762.218750 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -138768.187500 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138768.875000 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -138770.875000 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138774.125000 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138775.343750 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138778.562500 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -138779.609375 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -138780.234375 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -138781.656250 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -138781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -138782.640625 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -138782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138784.031250 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -138784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138785.828125 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -138785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138785.828125 Penalty: 3523.655518
	Iteration 27F: 3 clusters Score -138785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 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 431 members 
Entering Unmasked Estep 
Score: -80223.960938 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80223.96 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80583.515625 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80583.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80758.171875 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80758.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80890.515625 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -80890.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80985.843750 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -80985.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81063.812500 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -81063.81 nChanged 23
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: -81131.671875 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81131.67 nChanged 23
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: -81277.468750 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81277.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81425.742188 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81425.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81462.085938 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81462.09 nChanged 7
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: -81471.875000 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81471.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81472.632812 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81472.63 nChanged 1
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: -81473.843750 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81473.84 nChanged 0
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: -81473.843750 Penalty: 3331.430908
	Iteration 13F: 3 clusters Score -81473.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -644813.812500 Penalty: 2139.970703
	Iteration 0F: 2 clusters Score -644813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -639955.000000 Penalty: 4279.941406
	Iteration 0F: 3 clusters Score -639955 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -641173.812500 Penalty: 4279.941406
	Iteration 1F: 3 clusters Score -641173.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -641370.562500 Penalty: 4279.941406
	Iteration 2F: 3 clusters Score -641370.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -641491.000000 Penalty: 4279.941406
	Iteration 3Q: 3 clusters Score -641491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -641575.750000 Penalty: 4279.941406
	Iteration 4Q: 3 clusters Score -641575.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -641643.312500 Penalty: 4279.941406
	Iteration 5Q: 3 clusters Score -641643.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -641698.812500 Penalty: 4279.941406
	Iteration 6Q: 3 clusters Score -641698.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -641745.500000 Penalty: 4279.941406
	Iteration 7Q: 3 clusters Score -641745.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -641783.000000 Penalty: 4279.941406
	Iteration 8Q: 3 clusters Score -641783 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -641823.875000 Penalty: 4279.941406
	Iteration 9Q: 3 clusters Score -641823.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -641874.875000 Penalty: 4279.941406
	Iteration 10Q: 3 clusters Score -641874.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -641918.375000 Penalty: 4279.941406
	Iteration 11Q: 3 clusters Score -641918.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -641944.187500 Penalty: 4279.941406
	Iteration 12Q: 3 clusters Score -641944.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -641965.937500 Penalty: 4279.941406
	Iteration 13Q: 3 clusters Score -641965.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -641991.000000 Penalty: 4279.941406
	Iteration 14Q: 3 clusters Score -641991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -642009.062500 Penalty: 4279.941406
	Iteration 15Q: 3 clusters Score -642009.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -642033.750000 Penalty: 4279.941406
	Iteration 16Q: 3 clusters Score -642033.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -642066.312500 Penalty: 4279.941406
	Iteration 17Q: 3 clusters Score -642066.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -642094.187500 Penalty: 4279.941406
	Iteration 18Q: 3 clusters Score -642094.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -642125.562500 Penalty: 4279.941406
	Iteration 19Q: 3 clusters Score -642125.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -642152.562500 Penalty: 4279.941406
	Iteration 20F: 3 clusters Score -642152.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -642189.312500 Penalty: 4279.941406
	Iteration 21Q: 3 clusters Score -642189.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -642225.625000 Penalty: 4279.941406
	Iteration 22Q: 3 clusters Score -642225.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -642274.062500 Penalty: 4279.941406
	Iteration 23Q: 3 clusters Score -642274.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -642324.375000 Penalty: 4279.941406
	Iteration 24Q: 3 clusters Score -642324.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -642374.750000 Penalty: 4279.941406
	Iteration 25Q: 3 clusters Score -642374.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -642414.875000 Penalty: 4279.941406
	Iteration 26Q: 3 clusters Score -642414.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -642451.000000 Penalty: 4279.941406
	Iteration 27Q: 3 clusters Score -642451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -642487.437500 Penalty: 4279.941406
	Iteration 28Q: 3 clusters Score -642487.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -642518.312500 Penalty: 4279.941406
	Iteration 29Q: 3 clusters Score -642518.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -642544.062500 Penalty: 4279.941406
	Iteration 30Q: 3 clusters Score -642544.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -642568.812500 Penalty: 4279.941406
	Iteration 31Q: 3 clusters Score -642568.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -642592.125000 Penalty: 4279.941406
	Iteration 32Q: 3 clusters Score -642592.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -642610.250000 Penalty: 4279.941406
	Iteration 33Q: 3 clusters Score -642610.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -642632.312500 Penalty: 4279.941406
	Iteration 34Q: 3 clusters Score -642632.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -642654.437500 Penalty: 4279.941406
	Iteration 35Q: 3 clusters Score -642654.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -642677.812500 Penalty: 4279.941406
	Iteration 36Q: 3 clusters Score -642677.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -642703.875000 Penalty: 4279.941406
	Iteration 37Q: 3 clusters Score -642703.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -642729.562500 Penalty: 4279.941406
	Iteration 38Q: 3 clusters Score -642729.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -642762.625000 Penalty: 4279.941406
	Iteration 39Q: 3 clusters Score -642762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -642784.000000 Penalty: 4279.941406
	Iteration 40F: 3 clusters Score -642784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -642806.187500 Penalty: 4279.941406
	Iteration 41Q: 3 clusters Score -642806.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -642828.625000 Penalty: 4279.941406
	Iteration 42Q: 3 clusters Score -642828.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -642842.000000 Penalty: 4279.941406
	Iteration 43Q: 3 clusters Score -642842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -642856.000000 Penalty: 4279.941406
	Iteration 44Q: 3 clusters Score -642856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -642867.500000 Penalty: 4279.941406
	Iteration 45Q: 3 clusters Score -642867.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -642879.000000 Penalty: 4279.941406
	Iteration 46Q: 3 clusters Score -642879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -642889.812500 Penalty: 4279.941406
	Iteration 47Q: 3 clusters Score -642889.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -642897.937500 Penalty: 4279.941406
	Iteration 48Q: 3 clusters Score -642897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -642903.250000 Penalty: 4279.941406
	Iteration 49Q: 3 clusters Score -642903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -642909.500000 Penalty: 4279.941406
	Iteration 50Q: 3 clusters Score -642909.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -642913.812500 Penalty: 4279.941406
	Iteration 51Q: 3 clusters Score -642913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -642918.187500 Penalty: 4279.941406
	Iteration 52Q: 3 clusters Score -642918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -642923.375000 Penalty: 4279.941406
	Iteration 53Q: 3 clusters Score -642923.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -642927.312500 Penalty: 4279.941406
	Iteration 54Q: 3 clusters Score -642927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -642932.187500 Penalty: 4279.941406
	Iteration 55Q: 3 clusters Score -642932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -642936.937500 Penalty: 4279.941406
	Iteration 56Q: 3 clusters Score -642936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -642942.000000 Penalty: 4279.941406
	Iteration 57Q: 3 clusters Score -642942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -642947.500000 Penalty: 4279.941406
	Iteration 58Q: 3 clusters Score -642947.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -642952.062500 Penalty: 4279.941406
	Iteration 59Q: 3 clusters Score -642952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -642955.250000 Penalty: 4279.941406
	Iteration 60F: 3 clusters Score -642955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -642958.375000 Penalty: 4279.941406
	Iteration 61Q: 3 clusters Score -642958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -642962.250000 Penalty: 4279.941406
	Iteration 62Q: 3 clusters Score -642962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -642963.750000 Penalty: 4279.941406
	Iteration 63Q: 3 clusters Score -642963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -642966.000000 Penalty: 4279.941406
	Iteration 64Q: 3 clusters Score -642966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -642965.937500 Penalty: 4279.941406
	Iteration 65Q: 3 clusters Score -642965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -642967.750000 Penalty: 4279.941406
	Iteration 66Q: 3 clusters Score -642967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -642967.750000 Penalty: 4279.941406
	Iteration 67F: 3 clusters Score -642967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -393594.312500 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -393594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -389987.656250 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -389987.7 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -390815.843750 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -390815.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -390977.500000 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -390977.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -391080.093750 Penalty: 4055.629883
	Iteration 3Q: 3 clusters Score -391080.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -391181.156250 Penalty: 4055.629883
	Iteration 4Q: 3 clusters Score -391181.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -391285.593750 Penalty: 4055.629883
	Iteration 5Q: 3 clusters Score -391285.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391420.375000 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -391420.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -391542.500000 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -391542.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -391679.937500 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -391679.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -391883.093750 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -391883.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -392073.406250 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -392073.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -392234.218750 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -392234.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -392425.468750 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -392425.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -392584.500000 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -392584.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -392732.218750 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -392732.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -392861.281250 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -392861.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -392953.656250 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -392953.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -393054.781250 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -393054.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -393145.031250 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -393145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -393179.312500 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -393179.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -393196.468750 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -393196.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -393207.906250 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -393207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -393214.437500 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -393214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -393218.406250 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -393218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -393219.812500 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -393219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -393220.843750 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -393220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -393221.625000 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -393221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -393221.625000 Penalty: 4055.629883
	Iteration 27F: 3 clusters Score -393221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -735203.687500 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -735203.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -729664.500000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -729664.5 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -731090.875000 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -731090.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -731312.812500 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -731312.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -731462.187500 Penalty: 4364.332520
	Iteration 3Q: 3 clusters Score -731462.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -731572.250000 Penalty: 4364.332520
	Iteration 4Q: 3 clusters Score -731572.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -731661.937500 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -731661.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -731797.062500 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -731797.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -732037.000000 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -732037 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -732355.750000 Penalty: 4364.332520
	Iteration 8F: 3 clusters Score -732355.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -732689.187500 Penalty: 4364.332520
	Iteration 9F: 3 clusters Score -732689.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -733011.687500 Penalty: 4364.332520
	Iteration 10F: 3 clusters Score -733011.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -733276.812500 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -733276.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -733495.812500 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -733495.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -733659.750000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -733659.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -733760.375000 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -733760.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -733826.687500 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -733826.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -733863.812500 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -733863.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -733895.187500 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -733895.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -733925.437500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -733925.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -733948.125000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -733948.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -733964.187500 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -733964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -733976.500000 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -733976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -733983.562500 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -733983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -733986.687500 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -733986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -733992.625000 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -733992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -733994.375000 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -733994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -733994.375000 Penalty: 4364.332520
	Iteration 26F: 3 clusters Score -733994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127930.117188 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127930.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128225.437500 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128225.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128307.335938 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128307.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128362.507812 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128362.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128388.625000 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128400.976562 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128403.335938 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128409.742188 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128409.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128413.976562 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128416.656250 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128420.273438 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128422.867188 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128425.070312 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128425.070312 Penalty: 3495.568604
	Iteration 13F: 3 clusters Score -128425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -419068.156250 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -419068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -415322.187500 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -415322.2 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -416325.375000 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -416325.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -416652.656250 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -416652.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -416887.750000 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -416887.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -417073.906250 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -417073.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -417278.593750 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -417278.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -417461.843750 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -417461.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -417691.093750 Penalty: 4093.988037
	Iteration 7F: 3 clusters Score -417691.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -417942.437500 Penalty: 4093.988037
	Iteration 8F: 3 clusters Score -417942.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -418164.468750 Penalty: 4093.988037
	Iteration 9F: 3 clusters Score -418164.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -418370.875000 Penalty: 4093.988037
	Iteration 10F: 3 clusters Score -418370.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -418534.093750 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -418534.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -418656.406250 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -418656.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -418719.375000 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -418719.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -418753.656250 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -418753.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -418776.843750 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -418776.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -418792.156250 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -418792.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -418805.843750 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -418805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -418814.218750 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -418814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -418819.343750 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -418819.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -418827.656250 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -418827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -418831.468750 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -418831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -418834.906250 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -418834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -418835.812500 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -418835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -418836.781250 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -418836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -418836.781250 Penalty: 4093.988037
	Iteration 25F: 3 clusters Score -418836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 465 members 
Entering Unmasked Estep 
Score: -90464.890625 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90464.89 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90982.843750 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -90982.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91448.476562 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91448.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -91736.882812 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91736.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -91957.406250 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91957.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -92111.390625 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -92111.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -92166.359375 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -92166.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -92193.796875 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -92193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -92218.289062 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92218.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -92233.710938 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92233.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -92245.593750 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92245.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92263.359375 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92263.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -92292.546875 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92292.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -92367.554688 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92367.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -92453.765625 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -92453.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -92530.210938 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -92530.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -92693.937500 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -92693.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92820.500000 Penalty: 3398.712158
	Iteration 17Q: 3 clusters Score -92820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -92860.007812 Penalty: 3398.712158
	Iteration 18Q: 3 clusters Score -92860.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -92883.070312 Penalty: 3398.712158
	Iteration 19Q: 3 clusters Score -92883.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92902.125000 Penalty: 3398.712158
	Iteration 20F: 3 clusters Score -92902.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92933.984375 Penalty: 3398.712158
	Iteration 21Q: 3 clusters Score -92933.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92940.304688 Penalty: 3398.712158
	Iteration 22Q: 3 clusters Score -92940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -92940.304688 Penalty: 3398.712158
	Iteration 23F: 3 clusters Score -92940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84064 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320676 members 
Mstep: Class 7 contains 76516 members 
Mstep: Class 8 contains 46293 members 
Mstep: Class 9 contains 74160 members 
Mstep: Class 10 contains 18024 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 334086 members 
Mstep: Class 14 contains 59314 members 
Mstep: Class 15 contains 769 members 
Mstep: Class 16 contains 204422 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 1383 members 
Mstep: Class 20 contains 37901 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 12057 members 
Mstep: Class 23 contains 9471 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 274 members 
Mstep: Class 32 contains 672 members 
Mstep: Class 33 contains 215284 members 
Entering Unmasked Estep 
Score: -183995728.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -183996784.000000 to -183995728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (215284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215284 members 
Entering Unmasked Estep 
Score: -25345486.000000 Penalty: 3045.368896
	Iteration 0F: 2 clusters Score -2.534549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -25206600.000000 Penalty: 6090.737793
	Iteration 0F: 3 clusters Score -2.52066e+07 nChanged 103782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -25267066.000000 Penalty: 6090.737793
	Iteration 1F: 3 clusters Score -2.526707e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -25268120.000000 Penalty: 6090.737793
	Iteration 2Q: 3 clusters Score -2.526812e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 106481 members 
Entering Unmasked Estep 
Score: -25269198.000000 Penalty: 6090.737793
	Iteration 3Q: 3 clusters Score -2.52692e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -25270322.000000 Penalty: 6090.737793
	Iteration 4Q: 3 clusters Score -2.527032e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109700 members 
Mstep: Class 2 contains 105584 members 
Entering Unmasked Estep 
Score: -25271752.000000 Penalty: 6090.737793
	Iteration 5Q: 3 clusters Score -2.527175e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -25273262.000000 Penalty: 6090.737793
	Iteration 6Q: 3 clusters Score -2.527326e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -25275872.000000 Penalty: 6090.737793
	Iteration 7Q: 3 clusters Score -2.527587e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112866 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -25279676.000000 Penalty: 6090.737793
	Iteration 8Q: 3 clusters Score -2.527968e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -25285126.000000 Penalty: 6090.737793
	Iteration 9Q: 3 clusters Score -2.528513e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -25293286.000000 Penalty: 6090.737793
	Iteration 10F: 3 clusters Score -2.529329e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -25303756.000000 Penalty: 6090.737793
	Iteration 11F: 3 clusters Score -2.530376e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -25312950.000000 Penalty: 6090.737793
	Iteration 12F: 3 clusters Score -2.531295e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -25317878.000000 Penalty: 6090.737793
	Iteration 13Q: 3 clusters Score -2.531788e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125426 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -25319952.000000 Penalty: 6090.737793
	Iteration 14Q: 3 clusters Score -2.531995e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -25321324.000000 Penalty: 6090.737793
	Iteration 15Q: 3 clusters Score -2.532132e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -25322278.000000 Penalty: 6090.737793
	Iteration 16Q: 3 clusters Score -2.532228e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -25323534.000000 Penalty: 6090.737793
	Iteration 17Q: 3 clusters Score -2.532353e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130952 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -25324640.000000 Penalty: 6090.737793
	Iteration 18Q: 3 clusters Score -2.532464e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -25325468.000000 Penalty: 6090.737793
	Iteration 19Q: 3 clusters Score -2.532547e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -25326184.000000 Penalty: 6090.737793
	Iteration 20F: 3 clusters Score -2.532618e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -25326824.000000 Penalty: 6090.737793
	Iteration 21Q: 3 clusters Score -2.532682e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -25327320.000000 Penalty: 6090.737793
	Iteration 22Q: 3 clusters Score -2.532732e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -25327602.000000 Penalty: 6090.737793
	Iteration 23Q: 3 clusters Score -2.53276e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -25327936.000000 Penalty: 6090.737793
	Iteration 24Q: 3 clusters Score -2.532794e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -25328152.000000 Penalty: 6090.737793
	Iteration 25Q: 3 clusters Score -2.532815e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139975 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -25328342.000000 Penalty: 6090.737793
	Iteration 26Q: 3 clusters Score -2.532834e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140976 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -25328620.000000 Penalty: 6090.737793
	Iteration 27Q: 3 clusters Score -2.532862e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141995 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -25328852.000000 Penalty: 6090.737793
	Iteration 28Q: 3 clusters Score -2.532885e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -25328938.000000 Penalty: 6090.737793
	Iteration 29Q: 3 clusters Score -2.532894e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -25329062.000000 Penalty: 6090.737793
	Iteration 30Q: 3 clusters Score -2.532906e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -25329180.000000 Penalty: 6090.737793
	Iteration 31Q: 3 clusters Score -2.532918e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -25329254.000000 Penalty: 6090.737793
	Iteration 32Q: 3 clusters Score -2.532925e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147497 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -25329384.000000 Penalty: 6090.737793
	Iteration 33Q: 3 clusters Score -2.532938e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -25329598.000000 Penalty: 6090.737793
	Iteration 34Q: 3 clusters Score -2.53296e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -25329868.000000 Penalty: 6090.737793
	Iteration 35Q: 3 clusters Score -2.532987e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -25330184.000000 Penalty: 6090.737793
	Iteration 36Q: 3 clusters Score -2.533018e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -25330370.000000 Penalty: 6090.737793
	Iteration 37Q: 3 clusters Score -2.533037e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -25330550.000000 Penalty: 6090.737793
	Iteration 38Q: 3 clusters Score -2.533055e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -25330682.000000 Penalty: 6090.737793
	Iteration 39Q: 3 clusters Score -2.533068e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157111 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -25330904.000000 Penalty: 6090.737793
	Iteration 40F: 3 clusters Score -2.53309e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -25331106.000000 Penalty: 6090.737793
	Iteration 41Q: 3 clusters Score -2.533111e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -25331406.000000 Penalty: 6090.737793
	Iteration 42Q: 3 clusters Score -2.533141e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -25331568.000000 Penalty: 6090.737793
	Iteration 43Q: 3 clusters Score -2.533157e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -25331616.000000 Penalty: 6090.737793
	Iteration 44Q: 3 clusters Score -2.533162e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -25331894.000000 Penalty: 6090.737793
	Iteration 45Q: 3 clusters Score -2.533189e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166720 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -25332184.000000 Penalty: 6090.737793
	Iteration 46Q: 3 clusters Score -2.533218e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -25332462.000000 Penalty: 6090.737793
	Iteration 47Q: 3 clusters Score -2.533246e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -25332802.000000 Penalty: 6090.737793
	Iteration 48Q: 3 clusters Score -2.53328e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -25333158.000000 Penalty: 6090.737793
	Iteration 49Q: 3 clusters Score -2.533316e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173607 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -25333394.000000 Penalty: 6090.737793
	Iteration 50Q: 3 clusters Score -2.533339e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175410 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -25333742.000000 Penalty: 6090.737793
	Iteration 51Q: 3 clusters Score -2.533374e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177176 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -25334022.000000 Penalty: 6090.737793
	Iteration 52Q: 3 clusters Score -2.533402e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178949 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -25334354.000000 Penalty: 6090.737793
	Iteration 53Q: 3 clusters Score -2.533435e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -25334692.000000 Penalty: 6090.737793
	Iteration 54Q: 3 clusters Score -2.533469e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -25335098.000000 Penalty: 6090.737793
	Iteration 55Q: 3 clusters Score -2.53351e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184331 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -25335490.000000 Penalty: 6090.737793
	Iteration 56Q: 3 clusters Score -2.533549e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -25335918.000000 Penalty: 6090.737793
	Iteration 57Q: 3 clusters Score -2.533592e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187897 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -25336440.000000 Penalty: 6090.737793
	Iteration 58Q: 3 clusters Score -2.533644e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189735 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -25336750.000000 Penalty: 6090.737793
	Iteration 59Q: 3 clusters Score -2.533675e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -25337216.000000 Penalty: 6090.737793
	Iteration 60F: 3 clusters Score -2.533722e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193250 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -25337620.000000 Penalty: 6090.737793
	Iteration 61Q: 3 clusters Score -2.533762e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194918 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -25338060.000000 Penalty: 6090.737793
	Iteration 62Q: 3 clusters Score -2.533806e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196492 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -25338352.000000 Penalty: 6090.737793
	Iteration 63Q: 3 clusters Score -2.533835e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197946 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -25338748.000000 Penalty: 6090.737793
	Iteration 64Q: 3 clusters Score -2.533875e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199322 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -25339120.000000 Penalty: 6090.737793
	Iteration 65Q: 3 clusters Score -2.533912e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200593 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -25339536.000000 Penalty: 6090.737793
	Iteration 66Q: 3 clusters Score -2.533954e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201805 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -25339896.000000 Penalty: 6090.737793
	Iteration 67Q: 3 clusters Score -2.53399e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202884 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -25340124.000000 Penalty: 6090.737793
	Iteration 68Q: 3 clusters Score -2.534012e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203886 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -25340390.000000 Penalty: 6090.737793
	Iteration 69Q: 3 clusters Score -2.534039e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204836 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -25340602.000000 Penalty: 6090.737793
	Iteration 70Q: 3 clusters Score -2.53406e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205709 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -25340856.000000 Penalty: 6090.737793
	Iteration 71Q: 3 clusters Score -2.534086e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206471 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -25341022.000000 Penalty: 6090.737793
	Iteration 72Q: 3 clusters Score -2.534102e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207117 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -25341160.000000 Penalty: 6090.737793
	Iteration 73Q: 3 clusters Score -2.534116e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207739 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -25341212.000000 Penalty: 6090.737793
	Iteration 74Q: 3 clusters Score -2.534121e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -25341378.000000 Penalty: 6090.737793
	Iteration 75Q: 3 clusters Score -2.534138e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208766 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -25341544.000000 Penalty: 6090.737793
	Iteration 76Q: 3 clusters Score -2.534154e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209155 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -25341708.000000 Penalty: 6090.737793
	Iteration 77Q: 3 clusters Score -2.534171e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209505 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -25341820.000000 Penalty: 6090.737793
	Iteration 78Q: 3 clusters Score -2.534182e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209816 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -25341942.000000 Penalty: 6090.737793
	Iteration 79Q: 3 clusters Score -2.534194e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210073 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -25342020.000000 Penalty: 6090.737793
	Iteration 80F: 3 clusters Score -2.534202e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210336 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -25342078.000000 Penalty: 6090.737793
	Iteration 81Q: 3 clusters Score -2.534208e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210567 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -25342120.000000 Penalty: 6090.737793
	Iteration 82Q: 3 clusters Score -2.534212e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210801 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -25342170.000000 Penalty: 6090.737793
	Iteration 83Q: 3 clusters Score -2.534217e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -25342170.000000 Penalty: 6090.737793
	Iteration 84Q: 3 clusters Score -2.534217e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211127 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -25342224.000000 Penalty: 6090.737793
	Iteration 85Q: 3 clusters Score -2.534222e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211264 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -25342268.000000 Penalty: 6090.737793
	Iteration 86Q: 3 clusters Score -2.534227e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211379 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -25342288.000000 Penalty: 6090.737793
	Iteration 87Q: 3 clusters Score -2.534229e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211467 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -25342310.000000 Penalty: 6090.737793
	Iteration 88Q: 3 clusters Score -2.534231e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211538 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -25342344.000000 Penalty: 6090.737793
	Iteration 89Q: 3 clusters Score -2.534234e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211605 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -25342380.000000 Penalty: 6090.737793
	Iteration 90Q: 3 clusters Score -2.534238e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211671 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25342398.000000 Penalty: 6090.737793
	Iteration 91Q: 3 clusters Score -2.53424e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211750 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -25342456.000000 Penalty: 6090.737793
	Iteration 92Q: 3 clusters Score -2.534246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211815 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -25342430.000000 Penalty: 6090.737793
	Iteration 93Q: 3 clusters Score -2.534243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211867 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -25342448.000000 Penalty: 6090.737793
	Iteration 94Q: 3 clusters Score -2.534245e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211912 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -25342474.000000 Penalty: 6090.737793
	Iteration 95Q: 3 clusters Score -2.534247e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211953 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -25342482.000000 Penalty: 6090.737793
	Iteration 96Q: 3 clusters Score -2.534248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211998 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -25342520.000000 Penalty: 6090.737793
	Iteration 97Q: 3 clusters Score -2.534252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212052 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25342528.000000 Penalty: 6090.737793
	Iteration 98Q: 3 clusters Score -2.534253e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -25342542.000000 Penalty: 6090.737793
	Iteration 99Q: 3 clusters Score -2.534254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212151 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -25342556.000000 Penalty: 6090.737793
	Iteration 100F: 3 clusters Score -2.534256e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212192 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -25342560.000000 Penalty: 6090.737793
	Iteration 101Q: 3 clusters Score -2.534256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212234 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -25342580.000000 Penalty: 6090.737793
	Iteration 102Q: 3 clusters Score -2.534258e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212273 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -25342598.000000 Penalty: 6090.737793
	Iteration 103Q: 3 clusters Score -2.53426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212298 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -25342592.000000 Penalty: 6090.737793
	Iteration 104Q: 3 clusters Score -2.534259e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212314 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -25342604.000000 Penalty: 6090.737793
	Iteration 105Q: 3 clusters Score -2.53426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212336 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -25342618.000000 Penalty: 6090.737793
	Iteration 106Q: 3 clusters Score -2.534262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -25342638.000000 Penalty: 6090.737793
	Iteration 107Q: 3 clusters Score -2.534264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -25342618.000000 Penalty: 6090.737793
	Iteration 108Q: 3 clusters Score -2.534262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212388 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -25342616.000000 Penalty: 6090.737793
	Iteration 109Q: 3 clusters Score -2.534262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212397 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -25342620.000000 Penalty: 6090.737793
	Iteration 110Q: 3 clusters Score -2.534262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212410 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -25342606.000000 Penalty: 6090.737793
	Iteration 111Q: 3 clusters Score -2.534261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212433 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -25342624.000000 Penalty: 6090.737793
	Iteration 112Q: 3 clusters Score -2.534262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212455 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -25342662.000000 Penalty: 6090.737793
	Iteration 113Q: 3 clusters Score -2.534266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212481 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -25342672.000000 Penalty: 6090.737793
	Iteration 114Q: 3 clusters Score -2.534267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212503 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -25342706.000000 Penalty: 6090.737793
	Iteration 115Q: 3 clusters Score -2.534271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212518 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -25342730.000000 Penalty: 6090.737793
	Iteration 116Q: 3 clusters Score -2.534273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212532 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25342722.000000 Penalty: 6090.737793
	Iteration 117Q: 3 clusters Score -2.534272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212547 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -25342736.000000 Penalty: 6090.737793
	Iteration 118Q: 3 clusters Score -2.534274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212571 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -25342760.000000 Penalty: 6090.737793
	Iteration 119Q: 3 clusters Score -2.534276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212589 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -25342746.000000 Penalty: 6090.737793
	Iteration 120F: 3 clusters Score -2.534275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -25342750.000000 Penalty: 6090.737793
	Iteration 121Q: 3 clusters Score -2.534275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212624 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -25342772.000000 Penalty: 6090.737793
	Iteration 122Q: 3 clusters Score -2.534277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212648 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -25342762.000000 Penalty: 6090.737793
	Iteration 123Q: 3 clusters Score -2.534276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212660 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -25342774.000000 Penalty: 6090.737793
	Iteration 124Q: 3 clusters Score -2.534277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212673 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -25342796.000000 Penalty: 6090.737793
	Iteration 125Q: 3 clusters Score -2.53428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212685 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25342766.000000 Penalty: 6090.737793
	Iteration 126Q: 3 clusters Score -2.534277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212695 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -25342766.000000 Penalty: 6090.737793
	Iteration 127Q: 3 clusters Score -2.534277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212709 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -25342752.000000 Penalty: 6090.737793
	Iteration 128Q: 3 clusters Score -2.534275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212716 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -25342752.000000 Penalty: 6090.737793
	Iteration 129Q: 3 clusters Score -2.534275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212721 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -25342742.000000 Penalty: 6090.737793
	Iteration 130Q: 3 clusters Score -2.534274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212722 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -25342746.000000 Penalty: 6090.737793
	Iteration 131Q: 3 clusters Score -2.534275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212726 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -25342748.000000 Penalty: 6090.737793
	Iteration 132Q: 3 clusters Score -2.534275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212731 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -25342730.000000 Penalty: 6090.737793
	Iteration 133Q: 3 clusters Score -2.534273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212738 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -25342738.000000 Penalty: 6090.737793
	Iteration 134Q: 3 clusters Score -2.534274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212744 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -25342730.000000 Penalty: 6090.737793
	Iteration 135Q: 3 clusters Score -2.534273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212754 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -25342728.000000 Penalty: 6090.737793
	Iteration 136Q: 3 clusters Score -2.534273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212762 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -25342748.000000 Penalty: 6090.737793
	Iteration 137Q: 3 clusters Score -2.534275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212766 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -25342742.000000 Penalty: 6090.737793
	Iteration 138Q: 3 clusters Score -2.534274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212770 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -25342760.000000 Penalty: 6090.737793
	Iteration 139Q: 3 clusters Score -2.534276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212774 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -25342746.000000 Penalty: 6090.737793
	Iteration 140F: 3 clusters Score -2.534275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212775 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -25342760.000000 Penalty: 6090.737793
	Iteration 141Q: 3 clusters Score -2.534276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212775 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -25342774.000000 Penalty: 6090.737793
	Iteration 142Q: 3 clusters Score -2.534277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212774 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -25342774.000000 Penalty: 6090.737793
	Iteration 143Q: 3 clusters Score -2.534277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212776 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -25342792.000000 Penalty: 6090.737793
	Iteration 144Q: 3 clusters Score -2.534279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212778 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -25342798.000000 Penalty: 6090.737793
	Iteration 145Q: 3 clusters Score -2.53428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212779 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -25342778.000000 Penalty: 6090.737793
	Iteration 146Q: 3 clusters Score -2.534278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212784 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -25342800.000000 Penalty: 6090.737793
	Iteration 147Q: 3 clusters Score -2.53428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212786 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -25342800.000000 Penalty: 6090.737793
	Iteration 148Q: 3 clusters Score -2.53428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212789 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25342808.000000 Penalty: 6090.737793
	Iteration 149Q: 3 clusters Score -2.534281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212790 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -25342808.000000 Penalty: 6090.737793
	Iteration 150Q: 3 clusters Score -2.534281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212790 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -25342808.000000 Penalty: 6090.737793
	Iteration 151F: 3 clusters Score -2.534281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84064 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320676 members 
Mstep: Class 7 contains 76516 members 
Mstep: Class 8 contains 46293 members 
Mstep: Class 9 contains 74160 members 
Mstep: Class 10 contains 18024 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51874 members 
Mstep: Class 13 contains 334086 members 
Mstep: Class 14 contains 59314 members 
Mstep: Class 15 contains 769 members 
Mstep: Class 16 contains 204422 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 1383 members 
Mstep: Class 20 contains 37901 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 12057 members 
Mstep: Class 23 contains 9471 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997104.000000 Penalty: 113423.679688
Iteration 439Q: 33 clusters Score -1.839971e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7512 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 320664 members 
Mstep: Class 7 contains 76532 members 
Mstep: Class 8 contains 46308 members 
Mstep: Class 9 contains 74158 members 
Mstep: Class 10 contains 18224 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51867 members 
Mstep: Class 13 contains 334041 members 
Mstep: Class 14 contains 59331 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 204456 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 37903 members 
Mstep: Class 21 contains 8665 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 9471 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997120.000000 Penalty: 113423.679688
Iteration 440F: 33 clusters Score -1.839971e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84074 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320637 members 
Mstep: Class 7 contains 76543 members 
Mstep: Class 8 contains 46314 members 
Mstep: Class 9 contains 74156 members 
Mstep: Class 10 contains 18394 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51855 members 
Mstep: Class 13 contains 334040 members 
Mstep: Class 14 contains 59338 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 204488 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 37911 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997424.000000 Penalty: 113423.679688
Iteration 441Q: 33 clusters Score -1.839974e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84074 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 320620 members 
Mstep: Class 7 contains 76555 members 
Mstep: Class 8 contains 46311 members 
Mstep: Class 9 contains 74152 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51839 members 
Mstep: Class 13 contains 334050 members 
Mstep: Class 14 contains 59338 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 204537 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 37914 members 
Mstep: Class 21 contains 8669 members 
Mstep: Class 22 contains 11798 members 
Mstep: Class 23 contains 9458 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997472.000000 Penalty: 113423.679688
Iteration 442Q: 33 clusters Score -1.839975e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84077 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 320633 members 
Mstep: Class 7 contains 76566 members 
Mstep: Class 8 contains 46316 members 
Mstep: Class 9 contains 74152 members 
Mstep: Class 10 contains 18706 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51830 members 
Mstep: Class 13 contains 334028 members 
Mstep: Class 14 contains 59351 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 204565 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 11696 members 
Mstep: Class 23 contains 9452 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997856.000000 Penalty: 113423.679688
Iteration 443Q: 33 clusters Score -1.839979e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7113 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 320559 members 
Mstep: Class 7 contains 76569 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 74163 members 
Mstep: Class 10 contains 18853 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51828 members 
Mstep: Class 13 contains 334043 members 
Mstep: Class 14 contains 59365 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 204581 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 37941 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 11600 members 
Mstep: Class 23 contains 9445 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997936.000000 Penalty: 113423.679688
Iteration 444Q: 33 clusters Score -1.839979e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 7020 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 320474 members 
Mstep: Class 7 contains 76578 members 
Mstep: Class 8 contains 46336 members 
Mstep: Class 9 contains 74161 members 
Mstep: Class 10 contains 19009 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51822 members 
Mstep: Class 13 contains 334078 members 
Mstep: Class 14 contains 59363 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 204630 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 1372 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 11519 members 
Mstep: Class 23 contains 9439 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998128.000000 Penalty: 113423.679688
Iteration 445Q: 33 clusters Score -1.839981e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84077 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 320476 members 
Mstep: Class 7 contains 76596 members 
Mstep: Class 8 contains 46347 members 
Mstep: Class 9 contains 74157 members 
Mstep: Class 10 contains 19156 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51818 members 
Mstep: Class 13 contains 334038 members 
Mstep: Class 14 contains 59369 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 204683 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 37952 members 
Mstep: Class 21 contains 8683 members 
Mstep: Class 22 contains 11438 members 
Mstep: Class 23 contains 9438 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997808.000000 Penalty: 113423.679688
Iteration 446Q: 33 clusters Score -1.839978e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 320433 members 
Mstep: Class 7 contains 76595 members 
Mstep: Class 8 contains 46372 members 
Mstep: Class 9 contains 74148 members 
Mstep: Class 10 contains 19281 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51813 members 
Mstep: Class 13 contains 334066 members 
Mstep: Class 14 contains 59372 members 
Mstep: Class 15 contains 760 members 
Mstep: Class 16 contains 204729 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 18837 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 37955 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 11346 members 
Mstep: Class 23 contains 9443 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997600.000000 Penalty: 113423.679688
Iteration 447Q: 33 clusters Score -1.839976e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6751 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 320496 members 
Mstep: Class 7 contains 76584 members 
Mstep: Class 8 contains 46404 members 
Mstep: Class 9 contains 74160 members 
Mstep: Class 10 contains 19395 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51802 members 
Mstep: Class 13 contains 334018 members 
Mstep: Class 14 contains 59387 members 
Mstep: Class 15 contains 758 members 
Mstep: Class 16 contains 204751 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 18831 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 37950 members 
Mstep: Class 21 contains 8676 members 
Mstep: Class 22 contains 11256 members 
Mstep: Class 23 contains 9442 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3855 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997680.000000 Penalty: 113423.679688
Iteration 448Q: 33 clusters Score -1.839977e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84076 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6682 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 320513 members 
Mstep: Class 7 contains 76596 members 
Mstep: Class 8 contains 46435 members 
Mstep: Class 9 contains 74171 members 
Mstep: Class 10 contains 19507 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51791 members 
Mstep: Class 13 contains 333945 members 
Mstep: Class 14 contains 59417 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 204761 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 37943 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 9442 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997760.000000 Penalty: 113423.679688
Iteration 449Q: 33 clusters Score -1.839978e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84075 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 320552 members 
Mstep: Class 7 contains 76600 members 
Mstep: Class 8 contains 46467 members 
Mstep: Class 9 contains 74171 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51776 members 
Mstep: Class 13 contains 333885 members 
Mstep: Class 14 contains 59435 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 204780 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18834 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 37930 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 11079 members 
Mstep: Class 23 contains 9453 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5589 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998032.000000 Penalty: 113423.679688
Iteration 450Q: 33 clusters Score -1.83998e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84071 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 320573 members 
Mstep: Class 7 contains 76600 members 
Mstep: Class 8 contains 46492 members 
Mstep: Class 9 contains 74164 members 
Mstep: Class 10 contains 19752 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51760 members 
Mstep: Class 13 contains 333828 members 
Mstep: Class 14 contains 59452 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 204817 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 18830 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 10995 members 
Mstep: Class 23 contains 9456 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3855 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997632.000000 Penalty: 113423.679688
Iteration 451Q: 33 clusters Score -1.839976e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6458 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 320546 members 
Mstep: Class 7 contains 76604 members 
Mstep: Class 8 contains 46516 members 
Mstep: Class 9 contains 74165 members 
Mstep: Class 10 contains 19864 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51748 members 
Mstep: Class 13 contains 333801 members 
Mstep: Class 14 contains 59481 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 204834 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 10901 members 
Mstep: Class 23 contains 9459 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3855 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997840.000000 Penalty: 113423.679688
Iteration 452Q: 33 clusters Score -1.839978e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 320495 members 
Mstep: Class 7 contains 76618 members 
Mstep: Class 8 contains 46535 members 
Mstep: Class 9 contains 74167 members 
Mstep: Class 10 contains 19971 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51738 members 
Mstep: Class 13 contains 333791 members 
Mstep: Class 14 contains 59512 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 204867 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 37926 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 10816 members 
Mstep: Class 23 contains 9461 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997552.000000 Penalty: 113423.679688
Iteration 453Q: 33 clusters Score -1.839976e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84067 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6368 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 320392 members 
Mstep: Class 7 contains 76618 members 
Mstep: Class 8 contains 46529 members 
Mstep: Class 9 contains 74161 members 
Mstep: Class 10 contains 20078 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51725 members 
Mstep: Class 13 contains 333866 members 
Mstep: Class 14 contains 59516 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 204907 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 37915 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 10736 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997808.000000 Penalty: 113423.679688
Iteration 454Q: 33 clusters Score -1.839978e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84068 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6344 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 320264 members 
Mstep: Class 7 contains 76619 members 
Mstep: Class 8 contains 46531 members 
Mstep: Class 9 contains 74161 members 
Mstep: Class 10 contains 20195 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51708 members 
Mstep: Class 13 contains 333901 members 
Mstep: Class 14 contains 59533 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 204963 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 37906 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 10661 members 
Mstep: Class 23 contains 9472 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997984.000000 Penalty: 113423.679688
Iteration 455Q: 33 clusters Score -1.83998e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84070 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 320163 members 
Mstep: Class 7 contains 76614 members 
Mstep: Class 8 contains 46529 members 
Mstep: Class 9 contains 74158 members 
Mstep: Class 10 contains 20317 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51700 members 
Mstep: Class 13 contains 333937 members 
Mstep: Class 14 contains 59552 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 204986 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 18814 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 37895 members 
Mstep: Class 21 contains 8665 members 
Mstep: Class 22 contains 10601 members 
Mstep: Class 23 contains 9472 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5578 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998208.000000 Penalty: 113423.679688
Iteration 456Q: 33 clusters Score -1.839982e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84069 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6250 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 320074 members 
Mstep: Class 7 contains 76619 members 
Mstep: Class 8 contains 46539 members 
Mstep: Class 9 contains 74161 members 
Mstep: Class 10 contains 20429 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51692 members 
Mstep: Class 13 contains 333936 members 
Mstep: Class 14 contains 59564 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 205020 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 37893 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 10552 members 
Mstep: Class 23 contains 9474 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5577 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998080.000000 Penalty: 113423.679688
Iteration 457Q: 33 clusters Score -1.839981e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84065 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 320024 members 
Mstep: Class 7 contains 76607 members 
Mstep: Class 8 contains 46546 members 
Mstep: Class 9 contains 74166 members 
Mstep: Class 10 contains 20542 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51688 members 
Mstep: Class 13 contains 333929 members 
Mstep: Class 14 contains 59584 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 205075 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 18812 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37884 members 
Mstep: Class 21 contains 8664 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 9474 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998080.000000 Penalty: 113423.679688
Iteration 458Q: 33 clusters Score -1.839981e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84067 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 319998 members 
Mstep: Class 7 contains 76570 members 
Mstep: Class 8 contains 46551 members 
Mstep: Class 9 contains 74175 members 
Mstep: Class 10 contains 20645 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51690 members 
Mstep: Class 13 contains 333918 members 
Mstep: Class 14 contains 59605 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 205096 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 18810 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37888 members 
Mstep: Class 21 contains 8663 members 
Mstep: Class 22 contains 10436 members 
Mstep: Class 23 contains 9475 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998192.000000 Penalty: 113423.679688
Iteration 459Q: 33 clusters Score -1.839982e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84071 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6132 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319970 members 
Mstep: Class 7 contains 76536 members 
Mstep: Class 8 contains 46546 members 
Mstep: Class 9 contains 74182 members 
Mstep: Class 10 contains 20723 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51688 members 
Mstep: Class 13 contains 333915 members 
Mstep: Class 14 contains 59619 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205132 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37897 members 
Mstep: Class 21 contains 8665 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 9477 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6628 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998144.000000 Penalty: 113423.679688
Iteration 460F: 33 clusters Score -1.839981e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84073 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6093 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 319981 members 
Mstep: Class 7 contains 76509 members 
Mstep: Class 8 contains 46550 members 
Mstep: Class 9 contains 74187 members 
Mstep: Class 10 contains 20793 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51687 members 
Mstep: Class 13 contains 333864 members 
Mstep: Class 14 contains 59619 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 205194 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 18825 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37892 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 9477 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6627 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998224.000000 Penalty: 113423.679688
Iteration 461Q: 33 clusters Score -1.839982e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84074 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320026 members 
Mstep: Class 7 contains 76506 members 
Mstep: Class 8 contains 46551 members 
Mstep: Class 9 contains 74178 members 
Mstep: Class 10 contains 20864 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51687 members 
Mstep: Class 13 contains 333782 members 
Mstep: Class 14 contains 59624 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 205238 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 18834 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37878 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 10276 members 
Mstep: Class 23 contains 9482 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6626 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998000.000000 Penalty: 113423.679688
Iteration 462Q: 33 clusters Score -1.83998e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84078 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6043 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320088 members 
Mstep: Class 7 contains 76480 members 
Mstep: Class 8 contains 46562 members 
Mstep: Class 9 contains 74179 members 
Mstep: Class 10 contains 20948 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51694 members 
Mstep: Class 13 contains 333637 members 
Mstep: Class 14 contains 59625 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 205280 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 18839 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37871 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 10222 members 
Mstep: Class 23 contains 9480 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998416.000000 Penalty: 113423.679688
Iteration 463Q: 33 clusters Score -1.839984e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84079 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320143 members 
Mstep: Class 7 contains 76458 members 
Mstep: Class 8 contains 46577 members 
Mstep: Class 9 contains 74177 members 
Mstep: Class 10 contains 21031 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51691 members 
Mstep: Class 13 contains 333512 members 
Mstep: Class 14 contains 59612 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 205308 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 18842 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 37871 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 9484 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998224.000000 Penalty: 113423.679688
Iteration 464Q: 33 clusters Score -1.839982e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5991 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320175 members 
Mstep: Class 7 contains 76439 members 
Mstep: Class 8 contains 46594 members 
Mstep: Class 9 contains 74173 members 
Mstep: Class 10 contains 21107 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51693 members 
Mstep: Class 13 contains 333403 members 
Mstep: Class 14 contains 59592 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 205365 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 18847 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 37872 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 10109 members 
Mstep: Class 23 contains 9492 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3864 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998224.000000 Penalty: 113423.679688
Iteration 465Q: 33 clusters Score -1.839982e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84081 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 320177 members 
Mstep: Class 7 contains 76426 members 
Mstep: Class 8 contains 46611 members 
Mstep: Class 9 contains 74171 members 
Mstep: Class 10 contains 21188 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51694 members 
Mstep: Class 13 contains 333320 members 
Mstep: Class 14 contains 59580 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 205397 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 18851 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 37888 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 10062 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5567 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997952.000000 Penalty: 113423.679688
Iteration 466Q: 33 clusters Score -1.83998e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84082 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 320165 members 
Mstep: Class 7 contains 76423 members 
Mstep: Class 8 contains 46633 members 
Mstep: Class 9 contains 74168 members 
Mstep: Class 10 contains 21272 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51694 members 
Mstep: Class 13 contains 333260 members 
Mstep: Class 14 contains 59571 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205433 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 18852 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37885 members 
Mstep: Class 21 contains 8677 members 
Mstep: Class 22 contains 10018 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5563 members 
Mstep: Class 27 contains 3555 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998032.000000 Penalty: 113423.679688
Iteration 467Q: 33 clusters Score -1.83998e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84082 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 320140 members 
Mstep: Class 7 contains 76422 members 
Mstep: Class 8 contains 46649 members 
Mstep: Class 9 contains 74163 members 
Mstep: Class 10 contains 21371 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51692 members 
Mstep: Class 13 contains 333215 members 
Mstep: Class 14 contains 59560 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205457 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 18853 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37891 members 
Mstep: Class 21 contains 8676 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 9505 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997872.000000 Penalty: 113423.679688
Iteration 468Q: 33 clusters Score -1.839979e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 320115 members 
Mstep: Class 7 contains 76414 members 
Mstep: Class 8 contains 46664 members 
Mstep: Class 9 contains 74161 members 
Mstep: Class 10 contains 21448 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51682 members 
Mstep: Class 13 contains 333216 members 
Mstep: Class 14 contains 59554 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205481 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 18851 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37891 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 9506 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998000.000000 Penalty: 113423.679688
Iteration 469Q: 33 clusters Score -1.83998e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5873 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 320038 members 
Mstep: Class 7 contains 76406 members 
Mstep: Class 8 contains 46674 members 
Mstep: Class 9 contains 74162 members 
Mstep: Class 10 contains 21541 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 333200 members 
Mstep: Class 14 contains 59546 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205515 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 18851 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 37900 members 
Mstep: Class 21 contains 8673 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5557 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 6626 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997888.000000 Penalty: 113423.679688
Iteration 470Q: 33 clusters Score -1.839979e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84083 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5852 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319996 members 
Mstep: Class 7 contains 76404 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 74147 members 
Mstep: Class 10 contains 21608 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51673 members 
Mstep: Class 13 contains 333227 members 
Mstep: Class 14 contains 59539 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205547 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 37898 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 9843 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5555 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997840.000000 Penalty: 113423.679688
Iteration 471Q: 33 clusters Score -1.839978e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84085 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 319934 members 
Mstep: Class 7 contains 76405 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 74142 members 
Mstep: Class 10 contains 21676 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51660 members 
Mstep: Class 13 contains 333232 members 
Mstep: Class 14 contains 59542 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205580 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18840 members 
Mstep: Class 19 contains 1342 members 
Mstep: Class 20 contains 37898 members 
Mstep: Class 21 contains 8670 members 
Mstep: Class 22 contains 9807 members 
Mstep: Class 23 contains 9505 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997392.000000 Penalty: 113423.679688
Iteration 472Q: 33 clusters Score -1.839974e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 319913 members 
Mstep: Class 7 contains 76374 members 
Mstep: Class 8 contains 46682 members 
Mstep: Class 9 contains 74145 members 
Mstep: Class 10 contains 21734 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51660 members 
Mstep: Class 13 contains 333210 members 
Mstep: Class 14 contains 59540 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 205618 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 18844 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 37893 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9768 members 
Mstep: Class 23 contains 9505 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997488.000000 Penalty: 113423.679688
Iteration 473Q: 33 clusters Score -1.839975e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84091 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5816 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319933 members 
Mstep: Class 7 contains 76348 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 9 contains 74150 members 
Mstep: Class 10 contains 21787 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51664 members 
Mstep: Class 13 contains 333184 members 
Mstep: Class 14 contains 59533 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205636 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 37881 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5553 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997840.000000 Penalty: 113423.679688
Iteration 474Q: 33 clusters Score -1.839978e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84094 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319914 members 
Mstep: Class 7 contains 76337 members 
Mstep: Class 8 contains 46694 members 
Mstep: Class 9 contains 74144 members 
Mstep: Class 10 contains 21837 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51664 members 
Mstep: Class 13 contains 333166 members 
Mstep: Class 14 contains 59537 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205661 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18854 members 
Mstep: Class 19 contains 1340 members 
Mstep: Class 20 contains 37876 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9663 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997904.000000 Penalty: 113423.679688
Iteration 475Q: 33 clusters Score -1.839979e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84098 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5812 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 319911 members 
Mstep: Class 7 contains 76325 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 74141 members 
Mstep: Class 10 contains 21895 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51671 members 
Mstep: Class 13 contains 333121 members 
Mstep: Class 14 contains 59542 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205704 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18856 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 37867 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9610 members 
Mstep: Class 23 contains 9510 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183997856.000000 Penalty: 113423.679688
Iteration 476Q: 33 clusters Score -1.839979e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84101 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5792 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319926 members 
Mstep: Class 7 contains 76309 members 
Mstep: Class 8 contains 46718 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 10 contains 21961 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51676 members 
Mstep: Class 13 contains 333086 members 
Mstep: Class 14 contains 59545 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205733 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18866 members 
Mstep: Class 19 contains 1339 members 
Mstep: Class 20 contains 37862 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9559 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5549 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998112.000000 Penalty: 113423.679688
Iteration 477Q: 33 clusters Score -1.839981e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84104 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 319976 members 
Mstep: Class 7 contains 76295 members 
Mstep: Class 8 contains 46724 members 
Mstep: Class 9 contains 74131 members 
Mstep: Class 10 contains 22016 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51679 members 
Mstep: Class 13 contains 333041 members 
Mstep: Class 14 contains 59541 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205752 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 18872 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 8673 members 
Mstep: Class 22 contains 9497 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998176.000000 Penalty: 113423.679688
Iteration 478Q: 33 clusters Score -1.839982e+08 nChanged 1071
Entering ConstructFrom: 
Score: -183998176.000000 Penalty: 113423.679688
Entering ConstructFrom: 
Trying to split cluster 1 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -23003.744141 Penalty: 1368.328247
	Iteration 0F: 2 clusters Score -23003.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21872.982422 Penalty: 2736.656494
	Iteration 0F: 3 clusters Score -21872.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21991.488281 Penalty: 2736.656494
	Iteration 1F: 3 clusters Score -21991.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22077.052734 Penalty: 2736.656494
	Iteration 2Q: 3 clusters Score -22077.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22154.417969 Penalty: 2736.656494
	Iteration 3Q: 3 clusters Score -22154.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22171.185547 Penalty: 2736.656494
	Iteration 4Q: 3 clusters Score -22171.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22171.185547 Penalty: 2736.656494
	Iteration 5F: 3 clusters Score -22171.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Entering Unmasked Estep 
Score: -9792282.000000 Penalty: 2812.275635
	Iteration 0F: 2 clusters Score -9792282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -9735915.000000 Penalty: 5624.551270
	Iteration 0F: 3 clusters Score -9735915 nChanged 39362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -9758631.000000 Penalty: 5624.551270
	Iteration 1F: 3 clusters Score -9758631 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -9759822.000000 Penalty: 5624.551270
	Iteration 2Q: 3 clusters Score -9759822 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -9761235.000000 Penalty: 5624.551270
	Iteration 3Q: 3 clusters Score -9761235 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -9763022.000000 Penalty: 5624.551270
	Iteration 4Q: 3 clusters Score -9763022 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -9765173.000000 Penalty: 5624.551270
	Iteration 5F: 3 clusters Score -9765173 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -9767436.000000 Penalty: 5624.551270
	Iteration 6F: 3 clusters Score -9767436 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -9769591.000000 Penalty: 5624.551270
	Iteration 7F: 3 clusters Score -9769591 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -9771516.000000 Penalty: 5624.551270
	Iteration 8F: 3 clusters Score -9771516 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -9773240.000000 Penalty: 5624.551270
	Iteration 9Q: 3 clusters Score -9773240 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -9774785.000000 Penalty: 5624.551270
	Iteration 10Q: 3 clusters Score -9774785 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -9776610.000000 Penalty: 5624.551270
	Iteration 11Q: 3 clusters Score -9776610 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -9778476.000000 Penalty: 5624.551270
	Iteration 12Q: 3 clusters Score -9778476 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -9780546.000000 Penalty: 5624.551270
	Iteration 13Q: 3 clusters Score -9780546 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -9782495.000000 Penalty: 5624.551270
	Iteration 14Q: 3 clusters Score -9782495 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -9784189.000000 Penalty: 5624.551270
	Iteration 15Q: 3 clusters Score -9784189 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -9785522.000000 Penalty: 5624.551270
	Iteration 16Q: 3 clusters Score -9785522 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -9786368.000000 Penalty: 5624.551270
	Iteration 17Q: 3 clusters Score -9786368 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -9787067.000000 Penalty: 5624.551270
	Iteration 18Q: 3 clusters Score -9787067 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -9787484.000000 Penalty: 5624.551270
	Iteration 19Q: 3 clusters Score -9787484 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -9787773.000000 Penalty: 5624.551270
	Iteration 20F: 3 clusters Score -9787773 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -9788030.000000 Penalty: 5624.551270
	Iteration 21Q: 3 clusters Score -9788030 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -9788332.000000 Penalty: 5624.551270
	Iteration 22Q: 3 clusters Score -9788332 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -9788575.000000 Penalty: 5624.551270
	Iteration 23Q: 3 clusters Score -9788575 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -9788783.000000 Penalty: 5624.551270
	Iteration 24Q: 3 clusters Score -9788783 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -9788894.000000 Penalty: 5624.551270
	Iteration 25Q: 3 clusters Score -9788894 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -9789061.000000 Penalty: 5624.551270
	Iteration 26Q: 3 clusters Score -9789061 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -9789154.000000 Penalty: 5624.551270
	Iteration 27Q: 3 clusters Score -9789154 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -9789314.000000 Penalty: 5624.551270
	Iteration 28Q: 3 clusters Score -9789314 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -9789439.000000 Penalty: 5624.551270
	Iteration 29Q: 3 clusters Score -9789439 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -9789550.000000 Penalty: 5624.551270
	Iteration 30Q: 3 clusters Score -9789550 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -9789620.000000 Penalty: 5624.551270
	Iteration 31Q: 3 clusters Score -9789620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -9789663.000000 Penalty: 5624.551270
	Iteration 32Q: 3 clusters Score -9789663 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -9789724.000000 Penalty: 5624.551270
	Iteration 33Q: 3 clusters Score -9789724 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -9789788.000000 Penalty: 5624.551270
	Iteration 34Q: 3 clusters Score -9789788 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -9789851.000000 Penalty: 5624.551270
	Iteration 35Q: 3 clusters Score -9789851 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -9789908.000000 Penalty: 5624.551270
	Iteration 36Q: 3 clusters Score -9789908 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -9789934.000000 Penalty: 5624.551270
	Iteration 37Q: 3 clusters Score -9789934 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -9790006.000000 Penalty: 5624.551270
	Iteration 38Q: 3 clusters Score -9790006 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -9790070.000000 Penalty: 5624.551270
	Iteration 39Q: 3 clusters Score -9790070 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -9790099.000000 Penalty: 5624.551270
	Iteration 40F: 3 clusters Score -9790099 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -9790112.000000 Penalty: 5624.551270
	Iteration 41Q: 3 clusters Score -9790112 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -9790140.000000 Penalty: 5624.551270
	Iteration 42Q: 3 clusters Score -9790140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -9790173.000000 Penalty: 5624.551270
	Iteration 43Q: 3 clusters Score -9790173 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -9790194.000000 Penalty: 5624.551270
	Iteration 44Q: 3 clusters Score -9790194 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -9790200.000000 Penalty: 5624.551270
	Iteration 45Q: 3 clusters Score -9790200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -9790222.000000 Penalty: 5624.551270
	Iteration 46Q: 3 clusters Score -9790222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -9790254.000000 Penalty: 5624.551270
	Iteration 47Q: 3 clusters Score -9790254 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -9790275.000000 Penalty: 5624.551270
	Iteration 48Q: 3 clusters Score -9790275 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9790279.000000 Penalty: 5624.551270
	Iteration 49Q: 3 clusters Score -9790279 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -9790289.000000 Penalty: 5624.551270
	Iteration 50Q: 3 clusters Score -9790289 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -9790316.000000 Penalty: 5624.551270
	Iteration 51Q: 3 clusters Score -9790316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -9790337.000000 Penalty: 5624.551270
	Iteration 52Q: 3 clusters Score -9790337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -9790363.000000 Penalty: 5624.551270
	Iteration 53Q: 3 clusters Score -9790363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -9790371.000000 Penalty: 5624.551270
	Iteration 54Q: 3 clusters Score -9790371 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -9790399.000000 Penalty: 5624.551270
	Iteration 55Q: 3 clusters Score -9790399 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -9790443.000000 Penalty: 5624.551270
	Iteration 56Q: 3 clusters Score -9790443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -9790455.000000 Penalty: 5624.551270
	Iteration 57Q: 3 clusters Score -9790455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -9790452.000000 Penalty: 5624.551270
	Iteration 58Q: 3 clusters Score -9790452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -9790455.000000 Penalty: 5624.551270
	Iteration 59Q: 3 clusters Score -9790455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -9790467.000000 Penalty: 5624.551270
	Iteration 60F: 3 clusters Score -9790467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -9790486.000000 Penalty: 5624.551270
	Iteration 61Q: 3 clusters Score -9790486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -9790522.000000 Penalty: 5624.551270
	Iteration 62Q: 3 clusters Score -9790522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -9790542.000000 Penalty: 5624.551270
	Iteration 63Q: 3 clusters Score -9790542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -9790549.000000 Penalty: 5624.551270
	Iteration 64Q: 3 clusters Score -9790549 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -9790545.000000 Penalty: 5624.551270
	Iteration 65Q: 3 clusters Score -9790545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -9790576.000000 Penalty: 5624.551270
	Iteration 66Q: 3 clusters Score -9790576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -9790601.000000 Penalty: 5624.551270
	Iteration 67Q: 3 clusters Score -9790601 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -9790618.000000 Penalty: 5624.551270
	Iteration 68Q: 3 clusters Score -9790618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -9790622.000000 Penalty: 5624.551270
	Iteration 69Q: 3 clusters Score -9790622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -9790625.000000 Penalty: 5624.551270
	Iteration 70Q: 3 clusters Score -9790625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -9790643.000000 Penalty: 5624.551270
	Iteration 71Q: 3 clusters Score -9790643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -9790661.000000 Penalty: 5624.551270
	Iteration 72Q: 3 clusters Score -9790661 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -9790651.000000 Penalty: 5624.551270
	Iteration 73Q: 3 clusters Score -9790651 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -9790662.000000 Penalty: 5624.551270
	Iteration 74Q: 3 clusters Score -9790662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -9790657.000000 Penalty: 5624.551270
	Iteration 75Q: 3 clusters Score -9790657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -9790659.000000 Penalty: 5624.551270
	Iteration 76Q: 3 clusters Score -9790659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -9790659.000000 Penalty: 5624.551270
	Iteration 77Q: 3 clusters Score -9790659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -9790674.000000 Penalty: 5624.551270
	Iteration 78Q: 3 clusters Score -9790674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -9790684.000000 Penalty: 5624.551270
	Iteration 79Q: 3 clusters Score -9790684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -9790685.000000 Penalty: 5624.551270
	Iteration 80F: 3 clusters Score -9790685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -9790698.000000 Penalty: 5624.551270
	Iteration 81Q: 3 clusters Score -9790698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -9790719.000000 Penalty: 5624.551270
	Iteration 82Q: 3 clusters Score -9790719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -9790735.000000 Penalty: 5624.551270
	Iteration 83Q: 3 clusters Score -9790735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -9790746.000000 Penalty: 5624.551270
	Iteration 84Q: 3 clusters Score -9790746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -9790744.000000 Penalty: 5624.551270
	Iteration 85Q: 3 clusters Score -9790744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -9790752.000000 Penalty: 5624.551270
	Iteration 86Q: 3 clusters Score -9790752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -9790763.000000 Penalty: 5624.551270
	Iteration 87Q: 3 clusters Score -9790763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -9790792.000000 Penalty: 5624.551270
	Iteration 88Q: 3 clusters Score -9790792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -9790793.000000 Penalty: 5624.551270
	Iteration 89Q: 3 clusters Score -9790793 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9790804.000000 Penalty: 5624.551270
	Iteration 90Q: 3 clusters Score -9790804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9790799.000000 Penalty: 5624.551270
	Iteration 91Q: 3 clusters Score -9790799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -9790819.000000 Penalty: 5624.551270
	Iteration 92Q: 3 clusters Score -9790819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9790844.000000 Penalty: 5624.551270
	Iteration 93Q: 3 clusters Score -9790844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -9790853.000000 Penalty: 5624.551270
	Iteration 94Q: 3 clusters Score -9790853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9790855.000000 Penalty: 5624.551270
	Iteration 95Q: 3 clusters Score -9790855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -9790857.000000 Penalty: 5624.551270
	Iteration 96Q: 3 clusters Score -9790857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -9790852.000000 Penalty: 5624.551270
	Iteration 97Q: 3 clusters Score -9790852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9790875.000000 Penalty: 5624.551270
	Iteration 98Q: 3 clusters Score -9790875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -9790877.000000 Penalty: 5624.551270
	Iteration 99Q: 3 clusters Score -9790877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9790868.000000 Penalty: 5624.551270
	Iteration 100F: 3 clusters Score -9790868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -9790874.000000 Penalty: 5624.551270
	Iteration 101Q: 3 clusters Score -9790874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -9790893.000000 Penalty: 5624.551270
	Iteration 102Q: 3 clusters Score -9790893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -9790890.000000 Penalty: 5624.551270
	Iteration 103Q: 3 clusters Score -9790890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9790904.000000 Penalty: 5624.551270
	Iteration 104Q: 3 clusters Score -9790904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9790906.000000 Penalty: 5624.551270
	Iteration 105Q: 3 clusters Score -9790906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9790918.000000 Penalty: 5624.551270
	Iteration 106Q: 3 clusters Score -9790918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9790914.000000 Penalty: 5624.551270
	Iteration 107Q: 3 clusters Score -9790914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9790895.000000 Penalty: 5624.551270
	Iteration 108Q: 3 clusters Score -9790895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9790905.000000 Penalty: 5624.551270
	Iteration 109Q: 3 clusters Score -9790905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -9790898.000000 Penalty: 5624.551270
	Iteration 110Q: 3 clusters Score -9790898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -9790901.000000 Penalty: 5624.551270
	Iteration 111Q: 3 clusters Score -9790901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9790911.000000 Penalty: 5624.551270
	Iteration 112Q: 3 clusters Score -9790911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -9790919.000000 Penalty: 5624.551270
	Iteration 113Q: 3 clusters Score -9790919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9790922.000000 Penalty: 5624.551270
	Iteration 114Q: 3 clusters Score -9790922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -9790917.000000 Penalty: 5624.551270
	Iteration 115Q: 3 clusters Score -9790917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9790906.000000 Penalty: 5624.551270
	Iteration 116Q: 3 clusters Score -9790906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9790908.000000 Penalty: 5624.551270
	Iteration 117Q: 3 clusters Score -9790908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9790924.000000 Penalty: 5624.551270
	Iteration 118Q: 3 clusters Score -9790924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -9790908.000000 Penalty: 5624.551270
	Iteration 119Q: 3 clusters Score -9790908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -9790911.000000 Penalty: 5624.551270
	Iteration 120F: 3 clusters Score -9790911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9790910.000000 Penalty: 5624.551270
	Iteration 121Q: 3 clusters Score -9790910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9790919.000000 Penalty: 5624.551270
	Iteration 122Q: 3 clusters Score -9790919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -9790918.000000 Penalty: 5624.551270
	Iteration 123Q: 3 clusters Score -9790918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -9790920.000000 Penalty: 5624.551270
	Iteration 124Q: 3 clusters Score -9790920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9790928.000000 Penalty: 5624.551270
	Iteration 125Q: 3 clusters Score -9790928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -9790927.000000 Penalty: 5624.551270
	Iteration 126Q: 3 clusters Score -9790927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9790926.000000 Penalty: 5624.551270
	Iteration 127Q: 3 clusters Score -9790926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9790920.000000 Penalty: 5624.551270
	Iteration 128Q: 3 clusters Score -9790920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9790919.000000 Penalty: 5624.551270
	Iteration 129Q: 3 clusters Score -9790919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9790922.000000 Penalty: 5624.551270
	Iteration 130Q: 3 clusters Score -9790922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -9790918.000000 Penalty: 5624.551270
	Iteration 131Q: 3 clusters Score -9790918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -9790922.000000 Penalty: 5624.551270
	Iteration 132Q: 3 clusters Score -9790922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9790925.000000 Penalty: 5624.551270
	Iteration 133Q: 3 clusters Score -9790925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9790925.000000 Penalty: 5624.551270
	Iteration 134F: 3 clusters Score -9790925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -37720.332031 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -37720.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36415.378906 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -36415.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36583.574219 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -36583.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36697.230469 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -36697.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36771.085938 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -36771.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36862.171875 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -36862.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36870.042969 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -36870.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36872.910156 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -36872.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36880.000000 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -36880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36907.769531 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -36907.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36954.105469 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -36954.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37010.222656 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -37010.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37036.101562 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -37036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37055.449219 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -37055.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37063.660156 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -37063.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37067.343750 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -37067.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37071.789062 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -37071.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37071.789062 Penalty: 2923.623779
	Iteration 16F: 3 clusters Score -37071.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -680502.937500 Penalty: 2147.011230
	Iteration 0F: 2 clusters Score -680502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -675480.375000 Penalty: 4294.022461
	Iteration 0F: 3 clusters Score -675480.4 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -676692.437500 Penalty: 4294.022461
	Iteration 1F: 3 clusters Score -676692.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -676925.312500 Penalty: 4294.022461
	Iteration 2F: 3 clusters Score -676925.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -677100.937500 Penalty: 4294.022461
	Iteration 3F: 3 clusters Score -677100.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -677226.937500 Penalty: 4294.022461
	Iteration 4Q: 3 clusters Score -677226.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -677330.125000 Penalty: 4294.022461
	Iteration 5Q: 3 clusters Score -677330.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -677428.062500 Penalty: 4294.022461
	Iteration 6Q: 3 clusters Score -677428.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -677528.437500 Penalty: 4294.022461
	Iteration 7Q: 3 clusters Score -677528.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -677623.312500 Penalty: 4294.022461
	Iteration 8Q: 3 clusters Score -677623.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -677724.250000 Penalty: 4294.022461
	Iteration 9Q: 3 clusters Score -677724.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -677830.500000 Penalty: 4294.022461
	Iteration 10Q: 3 clusters Score -677830.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -677916.125000 Penalty: 4294.022461
	Iteration 11Q: 3 clusters Score -677916.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -678001.875000 Penalty: 4294.022461
	Iteration 12Q: 3 clusters Score -678001.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -678079.812500 Penalty: 4294.022461
	Iteration 13Q: 3 clusters Score -678079.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -678167.125000 Penalty: 4294.022461
	Iteration 14Q: 3 clusters Score -678167.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -678247.312500 Penalty: 4294.022461
	Iteration 15Q: 3 clusters Score -678247.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -678322.937500 Penalty: 4294.022461
	Iteration 16Q: 3 clusters Score -678322.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -678394.250000 Penalty: 4294.022461
	Iteration 17Q: 3 clusters Score -678394.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -678459.750000 Penalty: 4294.022461
	Iteration 18Q: 3 clusters Score -678459.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -678509.562500 Penalty: 4294.022461
	Iteration 19Q: 3 clusters Score -678509.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -678546.062500 Penalty: 4294.022461
	Iteration 20F: 3 clusters Score -678546.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -678582.062500 Penalty: 4294.022461
	Iteration 21Q: 3 clusters Score -678582.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -678608.250000 Penalty: 4294.022461
	Iteration 22Q: 3 clusters Score -678608.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -678621.750000 Penalty: 4294.022461
	Iteration 23Q: 3 clusters Score -678621.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -678636.312500 Penalty: 4294.022461
	Iteration 24Q: 3 clusters Score -678636.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -678653.375000 Penalty: 4294.022461
	Iteration 25Q: 3 clusters Score -678653.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -678662.562500 Penalty: 4294.022461
	Iteration 26Q: 3 clusters Score -678662.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -678669.375000 Penalty: 4294.022461
	Iteration 27Q: 3 clusters Score -678669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -678674.750000 Penalty: 4294.022461
	Iteration 28Q: 3 clusters Score -678674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -678676.625000 Penalty: 4294.022461
	Iteration 29Q: 3 clusters Score -678676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -678683.250000 Penalty: 4294.022461
	Iteration 30Q: 3 clusters Score -678683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -678688.062500 Penalty: 4294.022461
	Iteration 31Q: 3 clusters Score -678688.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678694.187500 Penalty: 4294.022461
	Iteration 32Q: 3 clusters Score -678694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -678699.062500 Penalty: 4294.022461
	Iteration 33Q: 3 clusters Score -678699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -678703.250000 Penalty: 4294.022461
	Iteration 34Q: 3 clusters Score -678703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -678706.437500 Penalty: 4294.022461
	Iteration 35Q: 3 clusters Score -678706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -678706.750000 Penalty: 4294.022461
	Iteration 36Q: 3 clusters Score -678706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -678709.125000 Penalty: 4294.022461
	Iteration 37Q: 3 clusters Score -678709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -678711.375000 Penalty: 4294.022461
	Iteration 38Q: 3 clusters Score -678711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -678712.187500 Penalty: 4294.022461
	Iteration 39Q: 3 clusters Score -678712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -678712.375000 Penalty: 4294.022461
	Iteration 40F: 3 clusters Score -678712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -678714.750000 Penalty: 4294.022461
	Iteration 41Q: 3 clusters Score -678714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -678715.687500 Penalty: 4294.022461
	Iteration 42Q: 3 clusters Score -678715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -678717.000000 Penalty: 4294.022461
	Iteration 43Q: 3 clusters Score -678717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -678721.625000 Penalty: 4294.022461
	Iteration 44Q: 3 clusters Score -678721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -678722.500000 Penalty: 4294.022461
	Iteration 45Q: 3 clusters Score -678722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -678725.437500 Penalty: 4294.022461
	Iteration 46Q: 3 clusters Score -678725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -678728.375000 Penalty: 4294.022461
	Iteration 47Q: 3 clusters Score -678728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -678732.312500 Penalty: 4294.022461
	Iteration 48Q: 3 clusters Score -678732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -678733.812500 Penalty: 4294.022461
	Iteration 49Q: 3 clusters Score -678733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -678736.562500 Penalty: 4294.022461
	Iteration 50Q: 3 clusters Score -678736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -678736.125000 Penalty: 4294.022461
	Iteration 51Q: 3 clusters Score -678736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -678738.437500 Penalty: 4294.022461
	Iteration 52Q: 3 clusters Score -678738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -678741.937500 Penalty: 4294.022461
	Iteration 53Q: 3 clusters Score -678741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -678742.062500 Penalty: 4294.022461
	Iteration 54Q: 3 clusters Score -678742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -678745.250000 Penalty: 4294.022461
	Iteration 55Q: 3 clusters Score -678745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -678745.687500 Penalty: 4294.022461
	Iteration 56Q: 3 clusters Score -678745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -678747.625000 Penalty: 4294.022461
	Iteration 57Q: 3 clusters Score -678747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -678748.125000 Penalty: 4294.022461
	Iteration 58Q: 3 clusters Score -678748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -678748.750000 Penalty: 4294.022461
	Iteration 59Q: 3 clusters Score -678748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -678750.437500 Penalty: 4294.022461
	Iteration 60F: 3 clusters Score -678750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -678751.437500 Penalty: 4294.022461
	Iteration 61Q: 3 clusters Score -678751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -678751.437500 Penalty: 4294.022461
	Iteration 62F: 3 clusters Score -678751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -222612.781250 Penalty: 1877.469849
	Iteration 0F: 2 clusters Score -222612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -220038.109375 Penalty: 3754.939697
	Iteration 0F: 3 clusters Score -220038.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220491.593750 Penalty: 3754.939697
	Iteration 1F: 3 clusters Score -220491.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -220606.265625 Penalty: 3754.939697
	Iteration 2F: 3 clusters Score -220606.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220669.765625 Penalty: 3754.939697
	Iteration 3Q: 3 clusters Score -220669.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -220711.250000 Penalty: 3754.939697
	Iteration 4Q: 3 clusters Score -220711.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -220736.718750 Penalty: 3754.939697
	Iteration 5Q: 3 clusters Score -220736.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220754.218750 Penalty: 3754.939697
	Iteration 6Q: 3 clusters Score -220754.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -220766.671875 Penalty: 3754.939697
	Iteration 7Q: 3 clusters Score -220766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220777.453125 Penalty: 3754.939697
	Iteration 8Q: 3 clusters Score -220777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -220782.765625 Penalty: 3754.939697
	Iteration 9Q: 3 clusters Score -220782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220784.859375 Penalty: 3754.939697
	Iteration 10Q: 3 clusters Score -220784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -220786.000000 Penalty: 3754.939697
	Iteration 11Q: 3 clusters Score -220786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -220786.625000 Penalty: 3754.939697
	Iteration 12Q: 3 clusters Score -220786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -220786.625000 Penalty: 3754.939697
	Iteration 13F: 3 clusters Score -220786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (320032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320032 members 
Entering Unmasked Estep 
Score: -37374108.000000 Penalty: 3143.691650
	Iteration 0F: 2 clusters Score -3.737411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160076 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -37166860.000000 Penalty: 6287.383301
	Iteration 0F: 3 clusters Score -3.716686e+07 nChanged 155308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -37259016.000000 Penalty: 6287.383301
	Iteration 1F: 3 clusters Score -3.725902e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -37260612.000000 Penalty: 6287.383301
	Iteration 2Q: 3 clusters Score -3.726061e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -37262436.000000 Penalty: 6287.383301
	Iteration 3Q: 3 clusters Score -3.726244e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -37265036.000000 Penalty: 6287.383301
	Iteration 4Q: 3 clusters Score -3.726504e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173045 members 
Mstep: Class 2 contains 146987 members 
Entering Unmasked Estep 
Score: -37268812.000000 Penalty: 6287.383301
	Iteration 5Q: 3 clusters Score -3.726881e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -37274712.000000 Penalty: 6287.383301
	Iteration 6Q: 3 clusters Score -3.727471e+07 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187988 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
Score: -37283976.000000 Penalty: 6287.383301
	Iteration 7F: 3 clusters Score -3.728398e+07 nChanged 19369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -37297916.000000 Penalty: 6287.383301
	Iteration 8F: 3 clusters Score -3.729792e+07 nChanged 20821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209108 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -37313528.000000 Penalty: 6287.383301
	Iteration 9F: 3 clusters Score -3.731353e+07 nChanged 19128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217008 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -37325628.000000 Penalty: 6287.383301
	Iteration 10F: 3 clusters Score -3.732563e+07 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222165 members 
Mstep: Class 2 contains 97867 members 
Entering Unmasked Estep 
Score: -37331676.000000 Penalty: 6287.383301
	Iteration 11Q: 3 clusters Score -3.733168e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225783 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -37334324.000000 Penalty: 6287.383301
	Iteration 12Q: 3 clusters Score -3.733432e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228923 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -37335760.000000 Penalty: 6287.383301
	Iteration 13Q: 3 clusters Score -3.733576e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231751 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -37336672.000000 Penalty: 6287.383301
	Iteration 14Q: 3 clusters Score -3.733667e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234372 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -37337604.000000 Penalty: 6287.383301
	Iteration 15Q: 3 clusters Score -3.73376e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236935 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -37338524.000000 Penalty: 6287.383301
	Iteration 16Q: 3 clusters Score -3.733852e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239493 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -37339364.000000 Penalty: 6287.383301
	Iteration 17Q: 3 clusters Score -3.733936e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241863 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -37340172.000000 Penalty: 6287.383301
	Iteration 18Q: 3 clusters Score -3.734017e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244159 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -37341284.000000 Penalty: 6287.383301
	Iteration 19Q: 3 clusters Score -3.734128e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246518 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -37342052.000000 Penalty: 6287.383301
	Iteration 20F: 3 clusters Score -3.734205e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248806 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -37343072.000000 Penalty: 6287.383301
	Iteration 21Q: 3 clusters Score -3.734307e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251097 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -37344012.000000 Penalty: 6287.383301
	Iteration 22Q: 3 clusters Score -3.734401e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253409 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -37344916.000000 Penalty: 6287.383301
	Iteration 23Q: 3 clusters Score -3.734492e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255657 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -37345632.000000 Penalty: 6287.383301
	Iteration 24Q: 3 clusters Score -3.734563e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257878 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -37346356.000000 Penalty: 6287.383301
	Iteration 25Q: 3 clusters Score -3.734636e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260118 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -37347092.000000 Penalty: 6287.383301
	Iteration 26Q: 3 clusters Score -3.734709e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262338 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -37347896.000000 Penalty: 6287.383301
	Iteration 27Q: 3 clusters Score -3.73479e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264555 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -37348716.000000 Penalty: 6287.383301
	Iteration 28Q: 3 clusters Score -3.734872e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266817 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -37349608.000000 Penalty: 6287.383301
	Iteration 29Q: 3 clusters Score -3.734961e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269113 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -37350564.000000 Penalty: 6287.383301
	Iteration 30Q: 3 clusters Score -3.735056e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271455 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -37351464.000000 Penalty: 6287.383301
	Iteration 31Q: 3 clusters Score -3.735146e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273887 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -37352376.000000 Penalty: 6287.383301
	Iteration 32Q: 3 clusters Score -3.735238e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276253 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -37353212.000000 Penalty: 6287.383301
	Iteration 33Q: 3 clusters Score -3.735321e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278634 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -37354296.000000 Penalty: 6287.383301
	Iteration 34Q: 3 clusters Score -3.73543e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281029 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -37355256.000000 Penalty: 6287.383301
	Iteration 35Q: 3 clusters Score -3.735526e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283504 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -37356420.000000 Penalty: 6287.383301
	Iteration 36Q: 3 clusters Score -3.735642e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285920 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -37357584.000000 Penalty: 6287.383301
	Iteration 37Q: 3 clusters Score -3.735758e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288560 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -37358676.000000 Penalty: 6287.383301
	Iteration 38Q: 3 clusters Score -3.735868e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291153 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -37359836.000000 Penalty: 6287.383301
	Iteration 39Q: 3 clusters Score -3.735984e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293747 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -37361024.000000 Penalty: 6287.383301
	Iteration 40F: 3 clusters Score -3.736102e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296257 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -37362452.000000 Penalty: 6287.383301
	Iteration 41Q: 3 clusters Score -3.736245e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298720 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -37364216.000000 Penalty: 6287.383301
	Iteration 42Q: 3 clusters Score -3.736422e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301001 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -37365740.000000 Penalty: 6287.383301
	Iteration 43Q: 3 clusters Score -3.736574e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303229 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -37366716.000000 Penalty: 6287.383301
	Iteration 44Q: 3 clusters Score -3.736672e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305299 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -37368180.000000 Penalty: 6287.383301
	Iteration 45Q: 3 clusters Score -3.736818e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307258 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -37369392.000000 Penalty: 6287.383301
	Iteration 46Q: 3 clusters Score -3.736939e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309123 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -37370324.000000 Penalty: 6287.383301
	Iteration 47Q: 3 clusters Score -3.737032e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310839 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -37371164.000000 Penalty: 6287.383301
	Iteration 48Q: 3 clusters Score -3.737116e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312246 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -37371544.000000 Penalty: 6287.383301
	Iteration 49Q: 3 clusters Score -3.737154e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313368 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -37371784.000000 Penalty: 6287.383301
	Iteration 50Q: 3 clusters Score -3.737178e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314261 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -37371784.000000 Penalty: 6287.383301
	Iteration 51Q: 3 clusters Score -3.737178e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314999 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -37371892.000000 Penalty: 6287.383301
	Iteration 52Q: 3 clusters Score -3.737189e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315607 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -37371932.000000 Penalty: 6287.383301
	Iteration 53Q: 3 clusters Score -3.737193e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316101 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -37371980.000000 Penalty: 6287.383301
	Iteration 54Q: 3 clusters Score -3.737198e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316503 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -37371996.000000 Penalty: 6287.383301
	Iteration 55Q: 3 clusters Score -3.7372e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316832 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -37371944.000000 Penalty: 6287.383301
	Iteration 56Q: 3 clusters Score -3.737194e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317113 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -37371980.000000 Penalty: 6287.383301
	Iteration 57Q: 3 clusters Score -3.737198e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317356 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -37371956.000000 Penalty: 6287.383301
	Iteration 58Q: 3 clusters Score -3.737196e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317541 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -37371968.000000 Penalty: 6287.383301
	Iteration 59Q: 3 clusters Score -3.737197e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317695 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -37371988.000000 Penalty: 6287.383301
	Iteration 60F: 3 clusters Score -3.737199e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317833 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -37372012.000000 Penalty: 6287.383301
	Iteration 61Q: 3 clusters Score -3.737201e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317947 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -37372012.000000 Penalty: 6287.383301
	Iteration 62Q: 3 clusters Score -3.737201e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318062 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -37371996.000000 Penalty: 6287.383301
	Iteration 63Q: 3 clusters Score -3.7372e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318166 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -37371948.000000 Penalty: 6287.383301
	Iteration 64Q: 3 clusters Score -3.737195e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318242 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -37371980.000000 Penalty: 6287.383301
	Iteration 65Q: 3 clusters Score -3.737198e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318307 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -37372012.000000 Penalty: 6287.383301
	Iteration 66Q: 3 clusters Score -3.737201e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318353 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -37371988.000000 Penalty: 6287.383301
	Iteration 67Q: 3 clusters Score -3.737199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318394 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -37371992.000000 Penalty: 6287.383301
	Iteration 68Q: 3 clusters Score -3.737199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318433 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -37372020.000000 Penalty: 6287.383301
	Iteration 69Q: 3 clusters Score -3.737202e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318469 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -37372016.000000 Penalty: 6287.383301
	Iteration 70Q: 3 clusters Score -3.737202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318500 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -37372036.000000 Penalty: 6287.383301
	Iteration 71Q: 3 clusters Score -3.737204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318528 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -37372084.000000 Penalty: 6287.383301
	Iteration 72Q: 3 clusters Score -3.737208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318546 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -37372092.000000 Penalty: 6287.383301
	Iteration 73Q: 3 clusters Score -3.737209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318565 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -37372112.000000 Penalty: 6287.383301
	Iteration 74Q: 3 clusters Score -3.737211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318590 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -37372116.000000 Penalty: 6287.383301
	Iteration 75Q: 3 clusters Score -3.737212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318611 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -37372116.000000 Penalty: 6287.383301
	Iteration 76Q: 3 clusters Score -3.737212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318621 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -37372076.000000 Penalty: 6287.383301
	Iteration 77Q: 3 clusters Score -3.737208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318622 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -37372076.000000 Penalty: 6287.383301
	Iteration 78Q: 3 clusters Score -3.737208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318628 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -37372060.000000 Penalty: 6287.383301
	Iteration 79Q: 3 clusters Score -3.737206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318634 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -37372064.000000 Penalty: 6287.383301
	Iteration 80F: 3 clusters Score -3.737206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318643 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -37372092.000000 Penalty: 6287.383301
	Iteration 81Q: 3 clusters Score -3.737209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318650 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -37372076.000000 Penalty: 6287.383301
	Iteration 82Q: 3 clusters Score -3.737208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318658 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -37372100.000000 Penalty: 6287.383301
	Iteration 83Q: 3 clusters Score -3.73721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318663 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -37372076.000000 Penalty: 6287.383301
	Iteration 84Q: 3 clusters Score -3.737208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318668 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -37372072.000000 Penalty: 6287.383301
	Iteration 85Q: 3 clusters Score -3.737207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318672 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -37372068.000000 Penalty: 6287.383301
	Iteration 86Q: 3 clusters Score -3.737207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318675 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -37372100.000000 Penalty: 6287.383301
	Iteration 87Q: 3 clusters Score -3.73721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318678 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -37372080.000000 Penalty: 6287.383301
	Iteration 88Q: 3 clusters Score -3.737208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318683 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -37372060.000000 Penalty: 6287.383301
	Iteration 89Q: 3 clusters Score -3.737206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318685 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -37372056.000000 Penalty: 6287.383301
	Iteration 90Q: 3 clusters Score -3.737206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318687 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -37372064.000000 Penalty: 6287.383301
	Iteration 91Q: 3 clusters Score -3.737206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318693 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -37372056.000000 Penalty: 6287.383301
	Iteration 92Q: 3 clusters Score -3.737206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318701 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -37372052.000000 Penalty: 6287.383301
	Iteration 93Q: 3 clusters Score -3.737205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318706 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -37372060.000000 Penalty: 6287.383301
	Iteration 94Q: 3 clusters Score -3.737206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318712 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -37372040.000000 Penalty: 6287.383301
	Iteration 95Q: 3 clusters Score -3.737204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -37372056.000000 Penalty: 6287.383301
	Iteration 96Q: 3 clusters Score -3.737206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -37372056.000000 Penalty: 6287.383301
	Iteration 97F: 3 clusters Score -3.737206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Entering Unmasked Estep 
Score: -9043124.000000 Penalty: 2788.050781
	Iteration 0F: 2 clusters Score -9043124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -8991925.000000 Penalty: 5576.101562
	Iteration 0F: 3 clusters Score -8991925 nChanged 35714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -9012038.000000 Penalty: 5576.101562
	Iteration 1F: 3 clusters Score -9012038 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -9012811.000000 Penalty: 5576.101562
	Iteration 2Q: 3 clusters Score -9012811 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -9013569.000000 Penalty: 5576.101562
	Iteration 3Q: 3 clusters Score -9013569 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -9014524.000000 Penalty: 5576.101562
	Iteration 4Q: 3 clusters Score -9014524 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -9016180.000000 Penalty: 5576.101562
	Iteration 5Q: 3 clusters Score -9016180 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -9018672.000000 Penalty: 5576.101562
	Iteration 6F: 3 clusters Score -9018672 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -9022522.000000 Penalty: 5576.101562
	Iteration 7F: 3 clusters Score -9022522 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -9026941.000000 Penalty: 5576.101562
	Iteration 8F: 3 clusters Score -9026941 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -9031091.000000 Penalty: 5576.101562
	Iteration 9F: 3 clusters Score -9031091 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -9034114.000000 Penalty: 5576.101562
	Iteration 10F: 3 clusters Score -9034114 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -9035984.000000 Penalty: 5576.101562
	Iteration 11Q: 3 clusters Score -9035984 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -9037258.000000 Penalty: 5576.101562
	Iteration 12Q: 3 clusters Score -9037258 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -9038178.000000 Penalty: 5576.101562
	Iteration 13Q: 3 clusters Score -9038178 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -9038855.000000 Penalty: 5576.101562
	Iteration 14Q: 3 clusters Score -9038855 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -9039421.000000 Penalty: 5576.101562
	Iteration 15Q: 3 clusters Score -9039421 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -9039881.000000 Penalty: 5576.101562
	Iteration 16Q: 3 clusters Score -9039881 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -9040263.000000 Penalty: 5576.101562
	Iteration 17Q: 3 clusters Score -9040263 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -9040559.000000 Penalty: 5576.101562
	Iteration 18Q: 3 clusters Score -9040559 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -9040727.000000 Penalty: 5576.101562
	Iteration 19Q: 3 clusters Score -9040727 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -9040839.000000 Penalty: 5576.101562
	Iteration 20F: 3 clusters Score -9040839 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -9040969.000000 Penalty: 5576.101562
	Iteration 21Q: 3 clusters Score -9040969 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -9041073.000000 Penalty: 5576.101562
	Iteration 22Q: 3 clusters Score -9041073 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -9041130.000000 Penalty: 5576.101562
	Iteration 23Q: 3 clusters Score -9041130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -9041159.000000 Penalty: 5576.101562
	Iteration 24Q: 3 clusters Score -9041159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -9041188.000000 Penalty: 5576.101562
	Iteration 25Q: 3 clusters Score -9041188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -9041224.000000 Penalty: 5576.101562
	Iteration 26Q: 3 clusters Score -9041224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -9041273.000000 Penalty: 5576.101562
	Iteration 27Q: 3 clusters Score -9041273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -9041304.000000 Penalty: 5576.101562
	Iteration 28Q: 3 clusters Score -9041304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -9041307.000000 Penalty: 5576.101562
	Iteration 29Q: 3 clusters Score -9041307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -9041314.000000 Penalty: 5576.101562
	Iteration 30Q: 3 clusters Score -9041314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -9041324.000000 Penalty: 5576.101562
	Iteration 31Q: 3 clusters Score -9041324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -9041350.000000 Penalty: 5576.101562
	Iteration 32Q: 3 clusters Score -9041350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -9041352.000000 Penalty: 5576.101562
	Iteration 33Q: 3 clusters Score -9041352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9041364.000000 Penalty: 5576.101562
	Iteration 34Q: 3 clusters Score -9041364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -9041364.000000 Penalty: 5576.101562
	Iteration 35Q: 3 clusters Score -9041364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -9041363.000000 Penalty: 5576.101562
	Iteration 36Q: 3 clusters Score -9041363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -9041374.000000 Penalty: 5576.101562
	Iteration 37Q: 3 clusters Score -9041374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -9041373.000000 Penalty: 5576.101562
	Iteration 38Q: 3 clusters Score -9041373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -9041366.000000 Penalty: 5576.101562
	Iteration 39Q: 3 clusters Score -9041366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -9041380.000000 Penalty: 5576.101562
	Iteration 40F: 3 clusters Score -9041380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -9041382.000000 Penalty: 5576.101562
	Iteration 41Q: 3 clusters Score -9041382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -9041385.000000 Penalty: 5576.101562
	Iteration 42Q: 3 clusters Score -9041385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9041396.000000 Penalty: 5576.101562
	Iteration 43Q: 3 clusters Score -9041396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -9041388.000000 Penalty: 5576.101562
	Iteration 44Q: 3 clusters Score -9041388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -9041391.000000 Penalty: 5576.101562
	Iteration 45Q: 3 clusters Score -9041391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -9041392.000000 Penalty: 5576.101562
	Iteration 46Q: 3 clusters Score -9041392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -9041390.000000 Penalty: 5576.101562
	Iteration 47Q: 3 clusters Score -9041390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -9041393.000000 Penalty: 5576.101562
	Iteration 48Q: 3 clusters Score -9041393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -9041398.000000 Penalty: 5576.101562
	Iteration 49Q: 3 clusters Score -9041398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -9041398.000000 Penalty: 5576.101562
	Iteration 50Q: 3 clusters Score -9041398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -9041398.000000 Penalty: 5576.101562
	Iteration 51F: 3 clusters Score -9041398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Entering Unmasked Estep 
Score: -5559153.000000 Penalty: 2666.536377
	Iteration 0F: 2 clusters Score -5559153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5527483.000000 Penalty: 5333.072754
	Iteration 0F: 3 clusters Score -5527483 nChanged 21440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -5539379.000000 Penalty: 5333.072754
	Iteration 1F: 3 clusters Score -5539379 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5539984.000000 Penalty: 5333.072754
	Iteration 2Q: 3 clusters Score -5539984 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5540569.500000 Penalty: 5333.072754
	Iteration 3Q: 3 clusters Score -5540570 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -5541228.000000 Penalty: 5333.072754
	Iteration 4Q: 3 clusters Score -5541228 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5542073.500000 Penalty: 5333.072754
	Iteration 5Q: 3 clusters Score -5542074 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -5543218.500000 Penalty: 5333.072754
	Iteration 6Q: 3 clusters Score -5543218 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5544906.000000 Penalty: 5333.072754
	Iteration 7F: 3 clusters Score -5544906 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -5547285.000000 Penalty: 5333.072754
	Iteration 8F: 3 clusters Score -5547285 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5550124.500000 Penalty: 5333.072754
	Iteration 9F: 3 clusters Score -5550124 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5552505.000000 Penalty: 5333.072754
	Iteration 10F: 3 clusters Score -5552505 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5554160.500000 Penalty: 5333.072754
	Iteration 11Q: 3 clusters Score -5554160 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5555241.000000 Penalty: 5333.072754
	Iteration 12Q: 3 clusters Score -5555241 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5555913.000000 Penalty: 5333.072754
	Iteration 13Q: 3 clusters Score -5555913 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5556352.000000 Penalty: 5333.072754
	Iteration 14Q: 3 clusters Score -5556352 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5556612.500000 Penalty: 5333.072754
	Iteration 15Q: 3 clusters Score -5556612 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -5556818.500000 Penalty: 5333.072754
	Iteration 16Q: 3 clusters Score -5556818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5556920.500000 Penalty: 5333.072754
	Iteration 17Q: 3 clusters Score -5556920 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -5557008.000000 Penalty: 5333.072754
	Iteration 18Q: 3 clusters Score -5557008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5557070.000000 Penalty: 5333.072754
	Iteration 19Q: 3 clusters Score -5557070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5557098.500000 Penalty: 5333.072754
	Iteration 20F: 3 clusters Score -5557098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5557137.000000 Penalty: 5333.072754
	Iteration 21Q: 3 clusters Score -5557137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -5557162.000000 Penalty: 5333.072754
	Iteration 22Q: 3 clusters Score -5557162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5557176.500000 Penalty: 5333.072754
	Iteration 23Q: 3 clusters Score -5557176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -5557190.000000 Penalty: 5333.072754
	Iteration 24Q: 3 clusters Score -5557190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -5557197.500000 Penalty: 5333.072754
	Iteration 25Q: 3 clusters Score -5557198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -5557204.000000 Penalty: 5333.072754
	Iteration 26Q: 3 clusters Score -5557204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -5557208.000000 Penalty: 5333.072754
	Iteration 27Q: 3 clusters Score -5557208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -5557204.500000 Penalty: 5333.072754
	Iteration 28Q: 3 clusters Score -5557204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -5557210.000000 Penalty: 5333.072754
	Iteration 29Q: 3 clusters Score -5557210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5557204.000000 Penalty: 5333.072754
	Iteration 30Q: 3 clusters Score -5557204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5557206.500000 Penalty: 5333.072754
	Iteration 31Q: 3 clusters Score -5557206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5557206.500000 Penalty: 5333.072754
	Iteration 32Q: 3 clusters Score -5557206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5557208.500000 Penalty: 5333.072754
	Iteration 33Q: 3 clusters Score -5557208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5557207.500000 Penalty: 5333.072754
	Iteration 34Q: 3 clusters Score -5557208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5557208.500000 Penalty: 5333.072754
	Iteration 35Q: 3 clusters Score -5557208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5557209.000000 Penalty: 5333.072754
	Iteration 36Q: 3 clusters Score -5557209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -5557209.500000 Penalty: 5333.072754
	Iteration 37Q: 3 clusters Score -5557210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -5557207.500000 Penalty: 5333.072754
	Iteration 38Q: 3 clusters Score -5557208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -5557211.500000 Penalty: 5333.072754
	Iteration 39Q: 3 clusters Score -5557212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5557211.500000 Penalty: 5333.072754
	Iteration 40F: 3 clusters Score -5557212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Entering Unmasked Estep 
Score: -8434242.000000 Penalty: 2780.976807
	Iteration 0F: 2 clusters Score -8434242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -8384595.000000 Penalty: 5561.953613
	Iteration 0F: 3 clusters Score -8384595 nChanged 34778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -8404227.000000 Penalty: 5561.953613
	Iteration 1F: 3 clusters Score -8404227 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -8404837.000000 Penalty: 5561.953613
	Iteration 2Q: 3 clusters Score -8404837 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -8405418.000000 Penalty: 5561.953613
	Iteration 3Q: 3 clusters Score -8405418 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -8405976.000000 Penalty: 5561.953613
	Iteration 4Q: 3 clusters Score -8405976 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8406489.000000 Penalty: 5561.953613
	Iteration 5Q: 3 clusters Score -8406489 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8407149.000000 Penalty: 5561.953613
	Iteration 6Q: 3 clusters Score -8407149 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -8407815.000000 Penalty: 5561.953613
	Iteration 7Q: 3 clusters Score -8407815 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -8408569.000000 Penalty: 5561.953613
	Iteration 8Q: 3 clusters Score -8408569 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -8409625.000000 Penalty: 5561.953613
	Iteration 9Q: 3 clusters Score -8409625 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -8410965.000000 Penalty: 5561.953613
	Iteration 10Q: 3 clusters Score -8410965 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8412933.000000 Penalty: 5561.953613
	Iteration 11F: 3 clusters Score -8412933 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -8415897.000000 Penalty: 5561.953613
	Iteration 12F: 3 clusters Score -8415897 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -8419922.000000 Penalty: 5561.953613
	Iteration 13F: 3 clusters Score -8419922 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -8424353.000000 Penalty: 5561.953613
	Iteration 14F: 3 clusters Score -8424353 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8428064.000000 Penalty: 5561.953613
	Iteration 15F: 3 clusters Score -8428064 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8430229.000000 Penalty: 5561.953613
	Iteration 16Q: 3 clusters Score -8430229 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8431258.000000 Penalty: 5561.953613
	Iteration 17Q: 3 clusters Score -8431258 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8431694.000000 Penalty: 5561.953613
	Iteration 18Q: 3 clusters Score -8431694 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8431888.000000 Penalty: 5561.953613
	Iteration 19Q: 3 clusters Score -8431888 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8431986.000000 Penalty: 5561.953613
	Iteration 20F: 3 clusters Score -8431986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8432026.000000 Penalty: 5561.953613
	Iteration 21Q: 3 clusters Score -8432026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8432049.000000 Penalty: 5561.953613
	Iteration 22Q: 3 clusters Score -8432049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8432077.000000 Penalty: 5561.953613
	Iteration 23Q: 3 clusters Score -8432077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8432094.000000 Penalty: 5561.953613
	Iteration 24Q: 3 clusters Score -8432094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8432097.000000 Penalty: 5561.953613
	Iteration 25Q: 3 clusters Score -8432097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8432096.000000 Penalty: 5561.953613
	Iteration 26Q: 3 clusters Score -8432096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8432102.000000 Penalty: 5561.953613
	Iteration 27Q: 3 clusters Score -8432102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8432100.000000 Penalty: 5561.953613
	Iteration 28Q: 3 clusters Score -8432100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8432104.000000 Penalty: 5561.953613
	Iteration 29Q: 3 clusters Score -8432104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8432104.000000 Penalty: 5561.953613
	Iteration 30F: 3 clusters Score -8432104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Entering Unmasked Estep 
Score: -2596944.500000 Penalty: 2480.635742
	Iteration 0F: 2 clusters Score -2596944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2581559.750000 Penalty: 4961.271484
	Iteration 0F: 3 clusters Score -2581560 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2586995.750000 Penalty: 4961.271484
	Iteration 1F: 3 clusters Score -2586996 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2587942.000000 Penalty: 4961.271484
	Iteration 2F: 3 clusters Score -2587942 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2589331.000000 Penalty: 4961.271484
	Iteration 3F: 3 clusters Score -2589331 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2590896.000000 Penalty: 4961.271484
	Iteration 4F: 3 clusters Score -2590896 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2592168.500000 Penalty: 4961.271484
	Iteration 5F: 3 clusters Score -2592168 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2593079.750000 Penalty: 4961.271484
	Iteration 6F: 3 clusters Score -2593080 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2593717.500000 Penalty: 4961.271484
	Iteration 7Q: 3 clusters Score -2593718 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2594103.500000 Penalty: 4961.271484
	Iteration 8Q: 3 clusters Score -2594104 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2594350.750000 Penalty: 4961.271484
	Iteration 9Q: 3 clusters Score -2594351 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2594541.250000 Penalty: 4961.271484
	Iteration 10Q: 3 clusters Score -2594541 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2594708.500000 Penalty: 4961.271484
	Iteration 11Q: 3 clusters Score -2594708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2594839.000000 Penalty: 4961.271484
	Iteration 12Q: 3 clusters Score -2594839 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2594955.000000 Penalty: 4961.271484
	Iteration 13Q: 3 clusters Score -2594955 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2595056.500000 Penalty: 4961.271484
	Iteration 14Q: 3 clusters Score -2595056 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2595134.500000 Penalty: 4961.271484
	Iteration 15Q: 3 clusters Score -2595134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2595207.000000 Penalty: 4961.271484
	Iteration 16Q: 3 clusters Score -2595207 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2595250.500000 Penalty: 4961.271484
	Iteration 17Q: 3 clusters Score -2595250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2595297.500000 Penalty: 4961.271484
	Iteration 18Q: 3 clusters Score -2595298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2595353.000000 Penalty: 4961.271484
	Iteration 19Q: 3 clusters Score -2595353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2595380.750000 Penalty: 4961.271484
	Iteration 20F: 3 clusters Score -2595381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2595426.500000 Penalty: 4961.271484
	Iteration 21Q: 3 clusters Score -2595426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2595450.250000 Penalty: 4961.271484
	Iteration 22Q: 3 clusters Score -2595450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2595470.250000 Penalty: 4961.271484
	Iteration 23Q: 3 clusters Score -2595470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2595480.750000 Penalty: 4961.271484
	Iteration 24Q: 3 clusters Score -2595481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2595494.750000 Penalty: 4961.271484
	Iteration 25Q: 3 clusters Score -2595495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2595507.750000 Penalty: 4961.271484
	Iteration 26Q: 3 clusters Score -2595508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2595520.750000 Penalty: 4961.271484
	Iteration 27Q: 3 clusters Score -2595521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2595521.250000 Penalty: 4961.271484
	Iteration 28Q: 3 clusters Score -2595521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2595527.500000 Penalty: 4961.271484
	Iteration 29Q: 3 clusters Score -2595528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2595537.750000 Penalty: 4961.271484
	Iteration 30Q: 3 clusters Score -2595538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2595538.000000 Penalty: 4961.271484
	Iteration 31Q: 3 clusters Score -2595538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2595537.250000 Penalty: 4961.271484
	Iteration 32Q: 3 clusters Score -2595537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2595540.750000 Penalty: 4961.271484
	Iteration 33Q: 3 clusters Score -2595541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2595537.250000 Penalty: 4961.271484
	Iteration 34Q: 3 clusters Score -2595537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2595538.500000 Penalty: 4961.271484
	Iteration 35Q: 3 clusters Score -2595538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2595538.250000 Penalty: 4961.271484
	Iteration 36Q: 3 clusters Score -2595538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2595541.250000 Penalty: 4961.271484
	Iteration 37Q: 3 clusters Score -2595541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2595541.250000 Penalty: 4961.271484
	Iteration 38F: 3 clusters Score -2595541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -52855.476562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -52855.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51369.394531 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -51369.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51605.910156 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -51605.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51689.148438 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -51689.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51772.683594 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -51772.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51841.132812 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -51841.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51903.882812 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -51903.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51960.953125 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -51960.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52026.980469 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -52026.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52104.605469 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -52104.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52211.617188 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -52211.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52404.976562 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -52404.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52462.093750 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -52462.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52510.046875 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -52510.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52546.445312 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -52546.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52567.183594 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -52567.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52580.511719 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -52580.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52610.175781 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -52610.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52635.832031 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -52635.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52677.511719 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -52677.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52709.785156 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -52709.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52729.324219 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -52729.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52740.945312 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -52740.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52742.945312 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -52742.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52742.945312 Penalty: 3107.589355
	Iteration 23F: 3 clusters Score -52742.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Entering Unmasked Estep 
Score: -6103782.500000 Penalty: 2691.500977
	Iteration 0F: 2 clusters Score -6103782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -6068886.500000 Penalty: 5383.001953
	Iteration 0F: 3 clusters Score -6068886 nChanged 24047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6082327.000000 Penalty: 5383.001953
	Iteration 1F: 3 clusters Score -6082327 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -6083101.000000 Penalty: 5383.001953
	Iteration 2Q: 3 clusters Score -6083101 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -6084129.500000 Penalty: 5383.001953
	Iteration 3Q: 3 clusters Score -6084130 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -6085510.500000 Penalty: 5383.001953
	Iteration 4F: 3 clusters Score -6085510 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -6087397.000000 Penalty: 5383.001953
	Iteration 5F: 3 clusters Score -6087397 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -6090018.500000 Penalty: 5383.001953
	Iteration 6F: 3 clusters Score -6090018 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -6093028.500000 Penalty: 5383.001953
	Iteration 7F: 3 clusters Score -6093028 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -6095842.500000 Penalty: 5383.001953
	Iteration 8F: 3 clusters Score -6095842 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -6097744.500000 Penalty: 5383.001953
	Iteration 9Q: 3 clusters Score -6097744 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -6098832.000000 Penalty: 5383.001953
	Iteration 10Q: 3 clusters Score -6098832 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -6099522.500000 Penalty: 5383.001953
	Iteration 11Q: 3 clusters Score -6099522 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6099969.500000 Penalty: 5383.001953
	Iteration 12Q: 3 clusters Score -6099970 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -6100318.500000 Penalty: 5383.001953
	Iteration 13Q: 3 clusters Score -6100318 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -6100641.000000 Penalty: 5383.001953
	Iteration 14Q: 3 clusters Score -6100641 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -6100873.000000 Penalty: 5383.001953
	Iteration 15Q: 3 clusters Score -6100873 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -6101070.000000 Penalty: 5383.001953
	Iteration 16Q: 3 clusters Score -6101070 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6101229.500000 Penalty: 5383.001953
	Iteration 17Q: 3 clusters Score -6101230 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -6101373.500000 Penalty: 5383.001953
	Iteration 18Q: 3 clusters Score -6101374 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6101483.500000 Penalty: 5383.001953
	Iteration 19Q: 3 clusters Score -6101484 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6101524.500000 Penalty: 5383.001953
	Iteration 20F: 3 clusters Score -6101524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -6101586.000000 Penalty: 5383.001953
	Iteration 21Q: 3 clusters Score -6101586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -6101626.500000 Penalty: 5383.001953
	Iteration 22Q: 3 clusters Score -6101626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6101666.000000 Penalty: 5383.001953
	Iteration 23Q: 3 clusters Score -6101666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6101691.000000 Penalty: 5383.001953
	Iteration 24Q: 3 clusters Score -6101691 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -6101719.000000 Penalty: 5383.001953
	Iteration 25Q: 3 clusters Score -6101719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -6101749.000000 Penalty: 5383.001953
	Iteration 26Q: 3 clusters Score -6101749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6101759.500000 Penalty: 5383.001953
	Iteration 27Q: 3 clusters Score -6101760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -6101772.500000 Penalty: 5383.001953
	Iteration 28Q: 3 clusters Score -6101772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -6101766.500000 Penalty: 5383.001953
	Iteration 29Q: 3 clusters Score -6101766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6101776.500000 Penalty: 5383.001953
	Iteration 30Q: 3 clusters Score -6101776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -6101783.000000 Penalty: 5383.001953
	Iteration 31Q: 3 clusters Score -6101783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6101795.500000 Penalty: 5383.001953
	Iteration 32Q: 3 clusters Score -6101796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -6101799.000000 Penalty: 5383.001953
	Iteration 33Q: 3 clusters Score -6101799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -6101800.500000 Penalty: 5383.001953
	Iteration 34Q: 3 clusters Score -6101800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6101807.500000 Penalty: 5383.001953
	Iteration 35Q: 3 clusters Score -6101808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6101811.000000 Penalty: 5383.001953
	Iteration 36Q: 3 clusters Score -6101811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -6101808.000000 Penalty: 5383.001953
	Iteration 37Q: 3 clusters Score -6101808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6101815.000000 Penalty: 5383.001953
	Iteration 38Q: 3 clusters Score -6101815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -6101817.000000 Penalty: 5383.001953
	Iteration 39Q: 3 clusters Score -6101817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6101813.500000 Penalty: 5383.001953
	Iteration 40F: 3 clusters Score -6101814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6101827.000000 Penalty: 5383.001953
	Iteration 41Q: 3 clusters Score -6101827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6101835.000000 Penalty: 5383.001953
	Iteration 42Q: 3 clusters Score -6101835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6101852.000000 Penalty: 5383.001953
	Iteration 43Q: 3 clusters Score -6101852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -6101855.000000 Penalty: 5383.001953
	Iteration 44Q: 3 clusters Score -6101855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6101867.000000 Penalty: 5383.001953
	Iteration 45Q: 3 clusters Score -6101867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6101862.000000 Penalty: 5383.001953
	Iteration 46Q: 3 clusters Score -6101862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -6101858.000000 Penalty: 5383.001953
	Iteration 47Q: 3 clusters Score -6101858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -6101860.000000 Penalty: 5383.001953
	Iteration 48Q: 3 clusters Score -6101860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -6101861.000000 Penalty: 5383.001953
	Iteration 49Q: 3 clusters Score -6101861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6101857.000000 Penalty: 5383.001953
	Iteration 50Q: 3 clusters Score -6101857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6101857.000000 Penalty: 5383.001953
	Iteration 51F: 3 clusters Score -6101857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (332969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332969 members 
Entering Unmasked Estep 
Score: -38903000.000000 Penalty: 3153.519531
	Iteration 0F: 2 clusters Score -3.8903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166479 members 
Mstep: Class 2 contains 166490 members 
Entering Unmasked Estep 
Score: -38693476.000000 Penalty: 6307.039062
	Iteration 0F: 3 clusters Score -3.869348e+07 nChanged 161405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 166151 members 
Entering Unmasked Estep 
Score: -38787704.000000 Penalty: 6307.039062
	Iteration 1F: 3 clusters Score -3.87877e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -38788636.000000 Penalty: 6307.039062
	Iteration 2Q: 3 clusters Score -3.878864e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -38789764.000000 Penalty: 6307.039062
	Iteration 3Q: 3 clusters Score -3.878976e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 164466 members 
Entering Unmasked Estep 
Score: -38791632.000000 Penalty: 6307.039062
	Iteration 4Q: 3 clusters Score -3.879163e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 163588 members 
Entering Unmasked Estep 
Score: -38794704.000000 Penalty: 6307.039062
	Iteration 5Q: 3 clusters Score -3.87947e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170187 members 
Mstep: Class 2 contains 162782 members 
Entering Unmasked Estep 
Score: -38800620.000000 Penalty: 6307.039062
	Iteration 6Q: 3 clusters Score -3.880062e+07 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -38809432.000000 Penalty: 6307.039062
	Iteration 7Q: 3 clusters Score -3.880943e+07 nChanged 19715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169180 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -38822648.000000 Penalty: 6307.039062
	Iteration 8F: 3 clusters Score -3.882265e+07 nChanged 23726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -38842616.000000 Penalty: 6307.039062
	Iteration 9F: 3 clusters Score -3.884262e+07 nChanged 25144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162162 members 
Mstep: Class 2 contains 170807 members 
Entering Unmasked Estep 
Score: -38862916.000000 Penalty: 6307.039062
	Iteration 10F: 3 clusters Score -3.886292e+07 nChanged 19723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -38873148.000000 Penalty: 6307.039062
	Iteration 11F: 3 clusters Score -3.887315e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155182 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -38877152.000000 Penalty: 6307.039062
	Iteration 12Q: 3 clusters Score -3.887715e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 180783 members 
Entering Unmasked Estep 
Score: -38879468.000000 Penalty: 6307.039062
	Iteration 13Q: 3 clusters Score -3.887947e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 183916 members 
Entering Unmasked Estep 
Score: -38881404.000000 Penalty: 6307.039062
	Iteration 14Q: 3 clusters Score -3.88814e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 187208 members 
Entering Unmasked Estep 
Score: -38883344.000000 Penalty: 6307.039062
	Iteration 15Q: 3 clusters Score -3.888334e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -38885256.000000 Penalty: 6307.039062
	Iteration 16Q: 3 clusters Score -3.888526e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139145 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -38886772.000000 Penalty: 6307.039062
	Iteration 17Q: 3 clusters Score -3.888677e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 196975 members 
Entering Unmasked Estep 
Score: -38887932.000000 Penalty: 6307.039062
	Iteration 18Q: 3 clusters Score -3.888793e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133010 members 
Mstep: Class 2 contains 199959 members 
Entering Unmasked Estep 
Score: -38888736.000000 Penalty: 6307.039062
	Iteration 19Q: 3 clusters Score -3.888874e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 202822 members 
Entering Unmasked Estep 
Score: -38889500.000000 Penalty: 6307.039062
	Iteration 20F: 3 clusters Score -3.88895e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 205675 members 
Entering Unmasked Estep 
Score: -38890008.000000 Penalty: 6307.039062
	Iteration 21Q: 3 clusters Score -3.889001e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 208524 members 
Entering Unmasked Estep 
Score: -38890516.000000 Penalty: 6307.039062
	Iteration 22Q: 3 clusters Score -3.889052e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121574 members 
Mstep: Class 2 contains 211395 members 
Entering Unmasked Estep 
Score: -38890876.000000 Penalty: 6307.039062
	Iteration 23Q: 3 clusters Score -3.889088e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 214327 members 
Entering Unmasked Estep 
Score: -38891396.000000 Penalty: 6307.039062
	Iteration 24Q: 3 clusters Score -3.88914e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115570 members 
Mstep: Class 2 contains 217399 members 
Entering Unmasked Estep 
Score: -38892080.000000 Penalty: 6307.039062
	Iteration 25Q: 3 clusters Score -3.889208e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 220779 members 
Entering Unmasked Estep 
Score: -38892476.000000 Penalty: 6307.039062
	Iteration 26Q: 3 clusters Score -3.889248e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 224448 members 
Entering Unmasked Estep 
Score: -38893200.000000 Penalty: 6307.039062
	Iteration 27Q: 3 clusters Score -3.88932e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 228406 members 
Entering Unmasked Estep 
Score: -38893724.000000 Penalty: 6307.039062
	Iteration 28Q: 3 clusters Score -3.889372e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 232708 members 
Entering Unmasked Estep 
Score: -38894428.000000 Penalty: 6307.039062
	Iteration 29Q: 3 clusters Score -3.889443e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 237284 members 
Entering Unmasked Estep 
Score: -38895124.000000 Penalty: 6307.039062
	Iteration 30Q: 3 clusters Score -3.889512e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 241962 members 
Entering Unmasked Estep 
Score: -38895932.000000 Penalty: 6307.039062
	Iteration 31Q: 3 clusters Score -3.889593e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 246695 members 
Entering Unmasked Estep 
Score: -38896632.000000 Penalty: 6307.039062
	Iteration 32Q: 3 clusters Score -3.889663e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 251537 members 
Entering Unmasked Estep 
Score: -38897528.000000 Penalty: 6307.039062
	Iteration 33Q: 3 clusters Score -3.889753e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 256375 members 
Entering Unmasked Estep 
Score: -38898320.000000 Penalty: 6307.039062
	Iteration 34Q: 3 clusters Score -3.889832e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 261204 members 
Entering Unmasked Estep 
Score: -38899072.000000 Penalty: 6307.039062
	Iteration 35Q: 3 clusters Score -3.889907e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 266046 members 
Entering Unmasked Estep 
Score: -38900112.000000 Penalty: 6307.039062
	Iteration 36Q: 3 clusters Score -3.890011e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 270908 members 
Entering Unmasked Estep 
Score: -38900920.000000 Penalty: 6307.039062
	Iteration 37Q: 3 clusters Score -3.890092e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 275631 members 
Entering Unmasked Estep 
Score: -38902092.000000 Penalty: 6307.039062
	Iteration 38Q: 3 clusters Score -3.890209e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 280128 members 
Entering Unmasked Estep 
Score: -38903008.000000 Penalty: 6307.039062
	Iteration 39Q: 3 clusters Score -3.890301e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 284115 members 
Entering Unmasked Estep 
Score: -38903692.000000 Penalty: 6307.039062
	Iteration 40F: 3 clusters Score -3.890369e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 287866 members 
Entering Unmasked Estep 
Score: -38904204.000000 Penalty: 6307.039062
	Iteration 41Q: 3 clusters Score -3.89042e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 291337 members 
Entering Unmasked Estep 
Score: -38905132.000000 Penalty: 6307.039062
	Iteration 42Q: 3 clusters Score -3.890513e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 294449 members 
Entering Unmasked Estep 
Score: -38905548.000000 Penalty: 6307.039062
	Iteration 43Q: 3 clusters Score -3.890555e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 297342 members 
Entering Unmasked Estep 
Score: -38906400.000000 Penalty: 6307.039062
	Iteration 44Q: 3 clusters Score -3.89064e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 300016 members 
Entering Unmasked Estep 
Score: -38906884.000000 Penalty: 6307.039062
	Iteration 45Q: 3 clusters Score -3.890688e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 302551 members 
Entering Unmasked Estep 
Score: -38907288.000000 Penalty: 6307.039062
	Iteration 46Q: 3 clusters Score -3.890729e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 304964 members 
Entering Unmasked Estep 
Score: -38907568.000000 Penalty: 6307.039062
	Iteration 47Q: 3 clusters Score -3.890757e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 307244 members 
Entering Unmasked Estep 
Score: -38908164.000000 Penalty: 6307.039062
	Iteration 48Q: 3 clusters Score -3.890816e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 309443 members 
Entering Unmasked Estep 
Score: -38908396.000000 Penalty: 6307.039062
	Iteration 49Q: 3 clusters Score -3.89084e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 311429 members 
Entering Unmasked Estep 
Score: -38908336.000000 Penalty: 6307.039062
	Iteration 50Q: 3 clusters Score -3.890834e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 313298 members 
Entering Unmasked Estep 
Score: -38907892.000000 Penalty: 6307.039062
	Iteration 51Q: 3 clusters Score -3.890789e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 315068 members 
Entering Unmasked Estep 
Score: -38907672.000000 Penalty: 6307.039062
	Iteration 52Q: 3 clusters Score -3.890767e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 316718 members 
Entering Unmasked Estep 
Score: -38907660.000000 Penalty: 6307.039062
	Iteration 53Q: 3 clusters Score -3.890766e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 318127 members 
Entering Unmasked Estep 
Score: -38907380.000000 Penalty: 6307.039062
	Iteration 54Q: 3 clusters Score -3.890738e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 319375 members 
Entering Unmasked Estep 
Score: -38907264.000000 Penalty: 6307.039062
	Iteration 55Q: 3 clusters Score -3.890726e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 320443 members 
Entering Unmasked Estep 
Score: -38906888.000000 Penalty: 6307.039062
	Iteration 56Q: 3 clusters Score -3.890689e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 321356 members 
Entering Unmasked Estep 
Score: -38906488.000000 Penalty: 6307.039062
	Iteration 57Q: 3 clusters Score -3.890649e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 322193 members 
Entering Unmasked Estep 
Score: -38906180.000000 Penalty: 6307.039062
	Iteration 58Q: 3 clusters Score -3.890618e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 322948 members 
Entering Unmasked Estep 
Score: -38905968.000000 Penalty: 6307.039062
	Iteration 59Q: 3 clusters Score -3.890597e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 323604 members 
Entering Unmasked Estep 
Score: -38905512.000000 Penalty: 6307.039062
	Iteration 60F: 3 clusters Score -3.890551e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 324226 members 
Entering Unmasked Estep 
Score: -38905184.000000 Penalty: 6307.039062
	Iteration 61Q: 3 clusters Score -3.890518e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 324755 members 
Entering Unmasked Estep 
Score: -38904844.000000 Penalty: 6307.039062
	Iteration 62Q: 3 clusters Score -3.890484e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 325263 members 
Entering Unmasked Estep 
Score: -38904688.000000 Penalty: 6307.039062
	Iteration 63Q: 3 clusters Score -3.890469e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 325736 members 
Entering Unmasked Estep 
Score: -38904472.000000 Penalty: 6307.039062
	Iteration 64Q: 3 clusters Score -3.890447e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 326212 members 
Entering Unmasked Estep 
Score: -38904340.000000 Penalty: 6307.039062
	Iteration 65Q: 3 clusters Score -3.890434e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 326592 members 
Entering Unmasked Estep 
Score: -38904200.000000 Penalty: 6307.039062
	Iteration 66Q: 3 clusters Score -3.89042e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 326940 members 
Entering Unmasked Estep 
Score: -38903964.000000 Penalty: 6307.039062
	Iteration 67Q: 3 clusters Score -3.890396e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 327257 members 
Entering Unmasked Estep 
Score: -38903868.000000 Penalty: 6307.039062
	Iteration 68Q: 3 clusters Score -3.890387e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 327543 members 
Entering Unmasked Estep 
Score: -38903676.000000 Penalty: 6307.039062
	Iteration 69Q: 3 clusters Score -3.890368e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 327844 members 
Entering Unmasked Estep 
Score: -38903520.000000 Penalty: 6307.039062
	Iteration 70Q: 3 clusters Score -3.890352e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 328106 members 
Entering Unmasked Estep 
Score: -38903376.000000 Penalty: 6307.039062
	Iteration 71Q: 3 clusters Score -3.890338e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 328332 members 
Entering Unmasked Estep 
Score: -38903264.000000 Penalty: 6307.039062
	Iteration 72Q: 3 clusters Score -3.890326e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 328534 members 
Entering Unmasked Estep 
Score: -38903140.000000 Penalty: 6307.039062
	Iteration 73Q: 3 clusters Score -3.890314e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 328738 members 
Entering Unmasked Estep 
Score: -38902960.000000 Penalty: 6307.039062
	Iteration 74Q: 3 clusters Score -3.890296e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 328941 members 
Entering Unmasked Estep 
Score: -38902944.000000 Penalty: 6307.039062
	Iteration 75Q: 3 clusters Score -3.890294e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 329129 members 
Entering Unmasked Estep 
Score: -38902808.000000 Penalty: 6307.039062
	Iteration 76Q: 3 clusters Score -3.890281e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 329322 members 
Entering Unmasked Estep 
Score: -38902708.000000 Penalty: 6307.039062
	Iteration 77Q: 3 clusters Score -3.890271e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 329487 members 
Entering Unmasked Estep 
Score: -38902664.000000 Penalty: 6307.039062
	Iteration 78Q: 3 clusters Score -3.890266e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 329635 members 
Entering Unmasked Estep 
Score: -38902504.000000 Penalty: 6307.039062
	Iteration 79Q: 3 clusters Score -3.89025e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 329763 members 
Entering Unmasked Estep 
Score: -38902492.000000 Penalty: 6307.039062
	Iteration 80F: 3 clusters Score -3.890249e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 329876 members 
Entering Unmasked Estep 
Score: -38902420.000000 Penalty: 6307.039062
	Iteration 81Q: 3 clusters Score -3.890242e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 329981 members 
Entering Unmasked Estep 
Score: -38902376.000000 Penalty: 6307.039062
	Iteration 82Q: 3 clusters Score -3.890238e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 330079 members 
Entering Unmasked Estep 
Score: -38902380.000000 Penalty: 6307.039062
	Iteration 83Q: 3 clusters Score -3.890238e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 330166 members 
Entering Unmasked Estep 
Score: -38902352.000000 Penalty: 6307.039062
	Iteration 84Q: 3 clusters Score -3.890235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 330248 members 
Entering Unmasked Estep 
Score: -38902240.000000 Penalty: 6307.039062
	Iteration 85Q: 3 clusters Score -3.890224e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 330324 members 
Entering Unmasked Estep 
Score: -38902164.000000 Penalty: 6307.039062
	Iteration 86Q: 3 clusters Score -3.890216e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 330390 members 
Entering Unmasked Estep 
Score: -38902128.000000 Penalty: 6307.039062
	Iteration 87Q: 3 clusters Score -3.890213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 330445 members 
Entering Unmasked Estep 
Score: -38902132.000000 Penalty: 6307.039062
	Iteration 88Q: 3 clusters Score -3.890213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 330498 members 
Entering Unmasked Estep 
Score: -38902088.000000 Penalty: 6307.039062
	Iteration 89Q: 3 clusters Score -3.890209e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 330536 members 
Entering Unmasked Estep 
Score: -38902060.000000 Penalty: 6307.039062
	Iteration 90Q: 3 clusters Score -3.890206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 330568 members 
Entering Unmasked Estep 
Score: -38902020.000000 Penalty: 6307.039062
	Iteration 91Q: 3 clusters Score -3.890202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 330601 members 
Entering Unmasked Estep 
Score: -38901956.000000 Penalty: 6307.039062
	Iteration 92Q: 3 clusters Score -3.890196e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 330636 members 
Entering Unmasked Estep 
Score: -38901960.000000 Penalty: 6307.039062
	Iteration 93Q: 3 clusters Score -3.890196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 330661 members 
Entering Unmasked Estep 
Score: -38901948.000000 Penalty: 6307.039062
	Iteration 94Q: 3 clusters Score -3.890195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 330686 members 
Entering Unmasked Estep 
Score: -38901956.000000 Penalty: 6307.039062
	Iteration 95Q: 3 clusters Score -3.890196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 330712 members 
Entering Unmasked Estep 
Score: -38901956.000000 Penalty: 6307.039062
	Iteration 96Q: 3 clusters Score -3.890196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 330739 members 
Entering Unmasked Estep 
Score: -38901972.000000 Penalty: 6307.039062
	Iteration 97Q: 3 clusters Score -3.890197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 330770 members 
Entering Unmasked Estep 
Score: -38901960.000000 Penalty: 6307.039062
	Iteration 98Q: 3 clusters Score -3.890196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 330790 members 
Entering Unmasked Estep 
Score: -38901944.000000 Penalty: 6307.039062
	Iteration 99Q: 3 clusters Score -3.890194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 330813 members 
Entering Unmasked Estep 
Score: -38901896.000000 Penalty: 6307.039062
	Iteration 100F: 3 clusters Score -3.89019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 330834 members 
Entering Unmasked Estep 
Score: -38901900.000000 Penalty: 6307.039062
	Iteration 101Q: 3 clusters Score -3.89019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 330854 members 
Entering Unmasked Estep 
Score: -38901888.000000 Penalty: 6307.039062
	Iteration 102Q: 3 clusters Score -3.890189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 330869 members 
Entering Unmasked Estep 
Score: -38901868.000000 Penalty: 6307.039062
	Iteration 103Q: 3 clusters Score -3.890187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 330890 members 
Entering Unmasked Estep 
Score: -38901872.000000 Penalty: 6307.039062
	Iteration 104Q: 3 clusters Score -3.890187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 330907 members 
Entering Unmasked Estep 
Score: -38901864.000000 Penalty: 6307.039062
	Iteration 105Q: 3 clusters Score -3.890186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 330930 members 
Entering Unmasked Estep 
Score: -38901872.000000 Penalty: 6307.039062
	Iteration 106Q: 3 clusters Score -3.890187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 330957 members 
Entering Unmasked Estep 
Score: -38901844.000000 Penalty: 6307.039062
	Iteration 107Q: 3 clusters Score -3.890184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 330982 members 
Entering Unmasked Estep 
Score: -38901852.000000 Penalty: 6307.039062
	Iteration 108Q: 3 clusters Score -3.890185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 331004 members 
Entering Unmasked Estep 
Score: -38901824.000000 Penalty: 6307.039062
	Iteration 109Q: 3 clusters Score -3.890182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 331019 members 
Entering Unmasked Estep 
Score: -38901832.000000 Penalty: 6307.039062
	Iteration 110Q: 3 clusters Score -3.890183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 331028 members 
Entering Unmasked Estep 
Score: -38901772.000000 Penalty: 6307.039062
	Iteration 111Q: 3 clusters Score -3.890177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 331041 members 
Entering Unmasked Estep 
Score: -38901768.000000 Penalty: 6307.039062
	Iteration 112Q: 3 clusters Score -3.890177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 331050 members 
Entering Unmasked Estep 
Score: -38901796.000000 Penalty: 6307.039062
	Iteration 113Q: 3 clusters Score -3.89018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 331055 members 
Entering Unmasked Estep 
Score: -38901776.000000 Penalty: 6307.039062
	Iteration 114Q: 3 clusters Score -3.890178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 331059 members 
Entering Unmasked Estep 
Score: -38901752.000000 Penalty: 6307.039062
	Iteration 115Q: 3 clusters Score -3.890175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 331065 members 
Entering Unmasked Estep 
Score: -38901760.000000 Penalty: 6307.039062
	Iteration 116Q: 3 clusters Score -3.890176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 331070 members 
Entering Unmasked Estep 
Score: -38901736.000000 Penalty: 6307.039062
	Iteration 117Q: 3 clusters Score -3.890174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 331075 members 
Entering Unmasked Estep 
Score: -38901740.000000 Penalty: 6307.039062
	Iteration 118Q: 3 clusters Score -3.890174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 331084 members 
Entering Unmasked Estep 
Score: -38901764.000000 Penalty: 6307.039062
	Iteration 119Q: 3 clusters Score -3.890176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 331090 members 
Entering Unmasked Estep 
Score: -38901752.000000 Penalty: 6307.039062
	Iteration 120F: 3 clusters Score -3.890175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 331099 members 
Entering Unmasked Estep 
Score: -38901756.000000 Penalty: 6307.039062
	Iteration 121Q: 3 clusters Score -3.890176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 331103 members 
Entering Unmasked Estep 
Score: -38901736.000000 Penalty: 6307.039062
	Iteration 122Q: 3 clusters Score -3.890174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 331107 members 
Entering Unmasked Estep 
Score: -38901748.000000 Penalty: 6307.039062
	Iteration 123Q: 3 clusters Score -3.890175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 331109 members 
Entering Unmasked Estep 
Score: -38901748.000000 Penalty: 6307.039062
	Iteration 124Q: 3 clusters Score -3.890175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 331114 members 
Entering Unmasked Estep 
Score: -38901736.000000 Penalty: 6307.039062
	Iteration 125Q: 3 clusters Score -3.890174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 331120 members 
Entering Unmasked Estep 
Score: -38901748.000000 Penalty: 6307.039062
	Iteration 126Q: 3 clusters Score -3.890175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 331127 members 
Entering Unmasked Estep 
Score: -38901720.000000 Penalty: 6307.039062
	Iteration 127Q: 3 clusters Score -3.890172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 331133 members 
Entering Unmasked Estep 
Score: -38901712.000000 Penalty: 6307.039062
	Iteration 128Q: 3 clusters Score -3.890171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 331137 members 
Entering Unmasked Estep 
Score: -38901720.000000 Penalty: 6307.039062
	Iteration 129Q: 3 clusters Score -3.890172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 331141 members 
Entering Unmasked Estep 
Score: -38901720.000000 Penalty: 6307.039062
	Iteration 130Q: 3 clusters Score -3.890172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 331142 members 
Entering Unmasked Estep 
Score: -38901728.000000 Penalty: 6307.039062
	Iteration 131Q: 3 clusters Score -3.890173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 331142 members 
Entering Unmasked Estep 
Score: -38901728.000000 Penalty: 6307.039062
	Iteration 132F: 3 clusters Score -3.890173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Entering Unmasked Estep 
Score: -7067963.000000 Penalty: 2726.612061
	Iteration 0F: 2 clusters Score -7067963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -7027948.000000 Penalty: 5453.224121
	Iteration 0F: 3 clusters Score -7027948 nChanged 27871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -7043494.000000 Penalty: 5453.224121
	Iteration 1F: 3 clusters Score -7043494 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -7044251.500000 Penalty: 5453.224121
	Iteration 2Q: 3 clusters Score -7044252 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -7045030.000000 Penalty: 5453.224121
	Iteration 3Q: 3 clusters Score -7045030 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -7045935.500000 Penalty: 5453.224121
	Iteration 4Q: 3 clusters Score -7045936 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -7047171.000000 Penalty: 5453.224121
	Iteration 5Q: 3 clusters Score -7047171 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -7048778.000000 Penalty: 5453.224121
	Iteration 6F: 3 clusters Score -7048778 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -7050939.000000 Penalty: 5453.224121
	Iteration 7F: 3 clusters Score -7050939 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -7053474.000000 Penalty: 5453.224121
	Iteration 8F: 3 clusters Score -7053474 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -7056567.500000 Penalty: 5453.224121
	Iteration 9F: 3 clusters Score -7056568 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -7059672.000000 Penalty: 5453.224121
	Iteration 10F: 3 clusters Score -7059672 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7062173.000000 Penalty: 5453.224121
	Iteration 11Q: 3 clusters Score -7062173 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7063913.500000 Penalty: 5453.224121
	Iteration 12Q: 3 clusters Score -7063914 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7064830.000000 Penalty: 5453.224121
	Iteration 13Q: 3 clusters Score -7064830 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7065205.500000 Penalty: 5453.224121
	Iteration 14Q: 3 clusters Score -7065206 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7065371.500000 Penalty: 5453.224121
	Iteration 15Q: 3 clusters Score -7065372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7065450.000000 Penalty: 5453.224121
	Iteration 16Q: 3 clusters Score -7065450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7065477.000000 Penalty: 5453.224121
	Iteration 17Q: 3 clusters Score -7065477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7065506.000000 Penalty: 5453.224121
	Iteration 18Q: 3 clusters Score -7065506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7065532.500000 Penalty: 5453.224121
	Iteration 19Q: 3 clusters Score -7065532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7065549.500000 Penalty: 5453.224121
	Iteration 20F: 3 clusters Score -7065550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7065558.000000 Penalty: 5453.224121
	Iteration 21Q: 3 clusters Score -7065558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7065581.000000 Penalty: 5453.224121
	Iteration 22Q: 3 clusters Score -7065581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7065585.000000 Penalty: 5453.224121
	Iteration 23Q: 3 clusters Score -7065585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7065590.500000 Penalty: 5453.224121
	Iteration 24Q: 3 clusters Score -7065590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7065589.500000 Penalty: 5453.224121
	Iteration 25Q: 3 clusters Score -7065590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7065589.500000 Penalty: 5453.224121
	Iteration 26F: 3 clusters Score -7065590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -79690.492188 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -79690.49 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 360 members 
Entering Unmasked Estep 
Score: -77944.625000 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -77944.62 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78222.960938 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -78222.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78312.523438 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -78312.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78360.609375 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -78360.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78409.023438 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -78409.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78440.492188 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -78440.49 nChanged 14
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: -78474.359375 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -78474.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78524.164062 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -78524.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78591.851562 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -78591.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78687.062500 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -78687.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78806.414062 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -78806.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78981.320312 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -78981.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79151.945312 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -79151.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79328.414062 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -79328.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79448.007812 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -79448.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79536.554688 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -79536.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79599.929688 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -79599.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79647.304688 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -79647.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79675.414062 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -79675.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79700.687500 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -79700.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79718.625000 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -79718.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79728.609375 Penalty: 3284.217285
	Iteration 21Q: 3 clusters Score -79728.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79728.609375 Penalty: 3284.217285
	Iteration 22F: 3 clusters Score -79728.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320032 members 
Mstep: Class 7 contains 76278 members 
Mstep: Class 8 contains 46731 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 22083 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 332969 members 
Mstep: Class 14 contains 59540 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 205775 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 18878 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9438 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 424 members 
Mstep: Class 33 contains 215859 members 
Entering Unmasked Estep 
Score: -183997104.000000 Penalty: 116968.171875
Splitting cluster 15 changes total score from -183998176.000000 to -183997104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (205775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205775 members 
Entering Unmasked Estep 
Score: -24202112.000000 Penalty: 3034.165771
	Iteration 0F: 2 clusters Score -2.420211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -24067094.000000 Penalty: 6068.331543
	Iteration 0F: 3 clusters Score -2.406709e+07 nChanged 98762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -24124850.000000 Penalty: 6068.331543
	Iteration 1F: 3 clusters Score -2.412485e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -24126222.000000 Penalty: 6068.331543
	Iteration 2Q: 3 clusters Score -2.412622e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -24128598.000000 Penalty: 6068.331543
	Iteration 3Q: 3 clusters Score -2.41286e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 128427 members 
Entering Unmasked Estep 
Score: -24132958.000000 Penalty: 6068.331543
	Iteration 4Q: 3 clusters Score -2.413296e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -24141130.000000 Penalty: 6068.331543
	Iteration 5F: 3 clusters Score -2.414113e+07 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 160197 members 
Entering Unmasked Estep 
Score: -24156004.000000 Penalty: 6068.331543
	Iteration 6F: 3 clusters Score -2.4156e+07 nChanged 20143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -24175196.000000 Penalty: 6068.331543
	Iteration 7F: 3 clusters Score -2.41752e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 195752 members 
Entering Unmasked Estep 
Score: -24190454.000000 Penalty: 6068.331543
	Iteration 8F: 3 clusters Score -2.419045e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 202881 members 
Entering Unmasked Estep 
Score: -24196922.000000 Penalty: 6068.331543
	Iteration 9Q: 3 clusters Score -2.419692e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 204980 members 
Entering Unmasked Estep 
Score: -24198774.000000 Penalty: 6068.331543
	Iteration 10Q: 3 clusters Score -2.419877e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 205422 members 
Entering Unmasked Estep 
Score: -24199192.000000 Penalty: 6068.331543
	Iteration 11Q: 3 clusters Score -2.419919e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205536 members 
Entering Unmasked Estep 
Score: -24199272.000000 Penalty: 6068.331543
	Iteration 12Q: 3 clusters Score -2.419927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205564 members 
Entering Unmasked Estep 
Score: -24199360.000000 Penalty: 6068.331543
	Iteration 13Q: 3 clusters Score -2.419936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205578 members 
Entering Unmasked Estep 
Score: -24199398.000000 Penalty: 6068.331543
	Iteration 14Q: 3 clusters Score -2.41994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -24199432.000000 Penalty: 6068.331543
	Iteration 15Q: 3 clusters Score -2.419943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205581 members 
Entering Unmasked Estep 
Score: -24199436.000000 Penalty: 6068.331543
	Iteration 16Q: 3 clusters Score -2.419944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205581 members 
Entering Unmasked Estep 
Score: -24199440.000000 Penalty: 6068.331543
	Iteration 17Q: 3 clusters Score -2.419944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205584 members 
Entering Unmasked Estep 
Score: -24199436.000000 Penalty: 6068.331543
	Iteration 18Q: 3 clusters Score -2.419944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205587 members 
Entering Unmasked Estep 
Score: -24199448.000000 Penalty: 6068.331543
	Iteration 19Q: 3 clusters Score -2.419945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 205586 members 
Entering Unmasked Estep 
Score: -24199440.000000 Penalty: 6068.331543
	Iteration 20F: 3 clusters Score -2.419944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -288845.000000 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -288845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -285804.406250 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -285804.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -286581.062500 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -286581.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -286946.812500 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -286946.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287257.093750 Penalty: 3915.026611
	Iteration 3F: 3 clusters Score -287257.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -287565.062500 Penalty: 3915.026611
	Iteration 4F: 3 clusters Score -287565.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287839.718750 Penalty: 3915.026611
	Iteration 5F: 3 clusters Score -287839.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288048.343750 Penalty: 3915.026611
	Iteration 6F: 3 clusters Score -288048.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -288229.343750 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -288229.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -288358.125000 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -288358.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -288434.375000 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -288434.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -288464.812500 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -288464.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288485.093750 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -288485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -288492.812500 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -288492.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -288501.531250 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -288501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -288504.031250 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -288504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -288505.187500 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -288505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -288505.187500 Penalty: 3915.026611
	Iteration 16F: 3 clusters Score -288505.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Entering Unmasked Estep 
Score: -2193799.750000 Penalty: 2441.746582
	Iteration 0F: 2 clusters Score -2193800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2180402.250000 Penalty: 4883.493164
	Iteration 0F: 3 clusters Score -2180402 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2184849.750000 Penalty: 4883.493164
	Iteration 1F: 3 clusters Score -2184850 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2185297.750000 Penalty: 4883.493164
	Iteration 2F: 3 clusters Score -2185298 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2185660.500000 Penalty: 4883.493164
	Iteration 3Q: 3 clusters Score -2185660 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2186006.250000 Penalty: 4883.493164
	Iteration 4Q: 3 clusters Score -2186006 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2186350.250000 Penalty: 4883.493164
	Iteration 5Q: 3 clusters Score -2186350 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2186706.750000 Penalty: 4883.493164
	Iteration 6Q: 3 clusters Score -2186707 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2187113.000000 Penalty: 4883.493164
	Iteration 7Q: 3 clusters Score -2187113 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2187541.500000 Penalty: 4883.493164
	Iteration 8Q: 3 clusters Score -2187542 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2188016.250000 Penalty: 4883.493164
	Iteration 9Q: 3 clusters Score -2188016 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2188549.000000 Penalty: 4883.493164
	Iteration 10Q: 3 clusters Score -2188549 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2189146.750000 Penalty: 4883.493164
	Iteration 11Q: 3 clusters Score -2189147 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2189751.500000 Penalty: 4883.493164
	Iteration 12Q: 3 clusters Score -2189752 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2190304.750000 Penalty: 4883.493164
	Iteration 13Q: 3 clusters Score -2190305 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2190779.250000 Penalty: 4883.493164
	Iteration 14Q: 3 clusters Score -2190779 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2191148.750000 Penalty: 4883.493164
	Iteration 15Q: 3 clusters Score -2191149 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2191371.000000 Penalty: 4883.493164
	Iteration 16Q: 3 clusters Score -2191371 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2191521.000000 Penalty: 4883.493164
	Iteration 17Q: 3 clusters Score -2191521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2191607.000000 Penalty: 4883.493164
	Iteration 18Q: 3 clusters Score -2191607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2191661.250000 Penalty: 4883.493164
	Iteration 19Q: 3 clusters Score -2191661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2191710.000000 Penalty: 4883.493164
	Iteration 20F: 3 clusters Score -2191710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2191737.750000 Penalty: 4883.493164
	Iteration 21Q: 3 clusters Score -2191738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2191757.500000 Penalty: 4883.493164
	Iteration 22Q: 3 clusters Score -2191758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2191780.250000 Penalty: 4883.493164
	Iteration 23Q: 3 clusters Score -2191780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2191801.500000 Penalty: 4883.493164
	Iteration 24Q: 3 clusters Score -2191802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2191817.000000 Penalty: 4883.493164
	Iteration 25Q: 3 clusters Score -2191817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2191822.750000 Penalty: 4883.493164
	Iteration 26Q: 3 clusters Score -2191823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2191833.750000 Penalty: 4883.493164
	Iteration 27Q: 3 clusters Score -2191834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2191842.750000 Penalty: 4883.493164
	Iteration 28Q: 3 clusters Score -2191843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2191851.500000 Penalty: 4883.493164
	Iteration 29Q: 3 clusters Score -2191852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2191860.500000 Penalty: 4883.493164
	Iteration 30Q: 3 clusters Score -2191860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2191861.000000 Penalty: 4883.493164
	Iteration 31Q: 3 clusters Score -2191861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2191862.250000 Penalty: 4883.493164
	Iteration 32Q: 3 clusters Score -2191862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2191863.750000 Penalty: 4883.493164
	Iteration 33Q: 3 clusters Score -2191864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2191868.250000 Penalty: 4883.493164
	Iteration 34Q: 3 clusters Score -2191868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2191868.500000 Penalty: 4883.493164
	Iteration 35Q: 3 clusters Score -2191868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2191873.000000 Penalty: 4883.493164
	Iteration 36Q: 3 clusters Score -2191873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2191875.500000 Penalty: 4883.493164
	Iteration 37Q: 3 clusters Score -2191876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2191878.000000 Penalty: 4883.493164
	Iteration 38Q: 3 clusters Score -2191878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2191881.500000 Penalty: 4883.493164
	Iteration 39Q: 3 clusters Score -2191882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2191891.000000 Penalty: 4883.493164
	Iteration 40F: 3 clusters Score -2191891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2191893.750000 Penalty: 4883.493164
	Iteration 41Q: 3 clusters Score -2191894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2191899.750000 Penalty: 4883.493164
	Iteration 42Q: 3 clusters Score -2191900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2191906.000000 Penalty: 4883.493164
	Iteration 43Q: 3 clusters Score -2191906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2191912.750000 Penalty: 4883.493164
	Iteration 44Q: 3 clusters Score -2191913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2191921.250000 Penalty: 4883.493164
	Iteration 45Q: 3 clusters Score -2191921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2191925.500000 Penalty: 4883.493164
	Iteration 46Q: 3 clusters Score -2191926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2191927.500000 Penalty: 4883.493164
	Iteration 47Q: 3 clusters Score -2191928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2191927.250000 Penalty: 4883.493164
	Iteration 48Q: 3 clusters Score -2191927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2191932.500000 Penalty: 4883.493164
	Iteration 49Q: 3 clusters Score -2191932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2191932.500000 Penalty: 4883.493164
	Iteration 50Q: 3 clusters Score -2191932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2191932.000000 Penalty: 4883.493164
	Iteration 51Q: 3 clusters Score -2191932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2191934.250000 Penalty: 4883.493164
	Iteration 52Q: 3 clusters Score -2191934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2191934.250000 Penalty: 4883.493164
	Iteration 53F: 3 clusters Score -2191934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -146837.062500 Penalty: 1784.963989
	Iteration 0F: 2 clusters Score -146837.1 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 666 members 
Entering Unmasked Estep 
Score: -144664.500000 Penalty: 3569.927979
	Iteration 0F: 3 clusters Score -144664.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144963.515625 Penalty: 3569.927979
	Iteration 1F: 3 clusters Score -144963.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145062.453125 Penalty: 3569.927979
	Iteration 2F: 3 clusters Score -145062.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145134.062500 Penalty: 3569.927979
	Iteration 3Q: 3 clusters Score -145134.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145169.203125 Penalty: 3569.927979
	Iteration 4Q: 3 clusters Score -145169.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145197.203125 Penalty: 3569.927979
	Iteration 5Q: 3 clusters Score -145197.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145216.921875 Penalty: 3569.927979
	Iteration 6Q: 3 clusters Score -145216.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145234.453125 Penalty: 3569.927979
	Iteration 7Q: 3 clusters Score -145234.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145246.406250 Penalty: 3569.927979
	Iteration 8Q: 3 clusters Score -145246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145250.296875 Penalty: 3569.927979
	Iteration 9Q: 3 clusters Score -145250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145252.593750 Penalty: 3569.927979
	Iteration 10Q: 3 clusters Score -145252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145256.671875 Penalty: 3569.927979
	Iteration 11Q: 3 clusters Score -145256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145259.421875 Penalty: 3569.927979
	Iteration 12Q: 3 clusters Score -145259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145260.531250 Penalty: 3569.927979
	Iteration 13Q: 3 clusters Score -145260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145261.046875 Penalty: 3569.927979
	Iteration 14Q: 3 clusters Score -145261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145264.359375 Penalty: 3569.927979
	Iteration 15Q: 3 clusters Score -145264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145265.875000 Penalty: 3569.927979
	Iteration 16Q: 3 clusters Score -145265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -145268.328125 Penalty: 3569.927979
	Iteration 17Q: 3 clusters Score -145268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145269.890625 Penalty: 3569.927979
	Iteration 18Q: 3 clusters Score -145269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145269.890625 Penalty: 3569.927979
	Iteration 19F: 3 clusters Score -145269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Entering Unmasked Estep 
Score: -4517744.500000 Penalty: 2614.289795
	Iteration 0F: 2 clusters Score -4517744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4492201.500000 Penalty: 5228.579590
	Iteration 0F: 3 clusters Score -4492202 nChanged 17139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4501448.000000 Penalty: 5228.579590
	Iteration 1F: 3 clusters Score -4501448 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4501900.500000 Penalty: 5228.579590
	Iteration 2Q: 3 clusters Score -4501900 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4502339.500000 Penalty: 5228.579590
	Iteration 3Q: 3 clusters Score -4502340 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4502750.500000 Penalty: 5228.579590
	Iteration 4Q: 3 clusters Score -4502750 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4503074.000000 Penalty: 5228.579590
	Iteration 5Q: 3 clusters Score -4503074 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -4503320.000000 Penalty: 5228.579590
	Iteration 6Q: 3 clusters Score -4503320 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4503610.500000 Penalty: 5228.579590
	Iteration 7Q: 3 clusters Score -4503610 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4503960.000000 Penalty: 5228.579590
	Iteration 8Q: 3 clusters Score -4503960 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4504422.500000 Penalty: 5228.579590
	Iteration 9Q: 3 clusters Score -4504422 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4505094.500000 Penalty: 5228.579590
	Iteration 10Q: 3 clusters Score -4505094 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4506035.000000 Penalty: 5228.579590
	Iteration 11Q: 3 clusters Score -4506035 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4507248.000000 Penalty: 5228.579590
	Iteration 12Q: 3 clusters Score -4507248 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4508549.000000 Penalty: 5228.579590
	Iteration 13Q: 3 clusters Score -4508549 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -4509685.000000 Penalty: 5228.579590
	Iteration 14Q: 3 clusters Score -4509685 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4510449.500000 Penalty: 5228.579590
	Iteration 15Q: 3 clusters Score -4510450 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4510866.000000 Penalty: 5228.579590
	Iteration 16Q: 3 clusters Score -4510866 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4511174.000000 Penalty: 5228.579590
	Iteration 17Q: 3 clusters Score -4511174 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4511375.000000 Penalty: 5228.579590
	Iteration 18Q: 3 clusters Score -4511375 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4511565.000000 Penalty: 5228.579590
	Iteration 19Q: 3 clusters Score -4511565 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -4511755.500000 Penalty: 5228.579590
	Iteration 20F: 3 clusters Score -4511756 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4511911.000000 Penalty: 5228.579590
	Iteration 21Q: 3 clusters Score -4511911 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4512090.500000 Penalty: 5228.579590
	Iteration 22Q: 3 clusters Score -4512090 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4512300.500000 Penalty: 5228.579590
	Iteration 23Q: 3 clusters Score -4512300 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4512472.500000 Penalty: 5228.579590
	Iteration 24Q: 3 clusters Score -4512472 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4512632.500000 Penalty: 5228.579590
	Iteration 25Q: 3 clusters Score -4512632 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4512825.000000 Penalty: 5228.579590
	Iteration 26Q: 3 clusters Score -4512825 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4513020.000000 Penalty: 5228.579590
	Iteration 27Q: 3 clusters Score -4513020 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4513183.500000 Penalty: 5228.579590
	Iteration 28Q: 3 clusters Score -4513184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4513306.500000 Penalty: 5228.579590
	Iteration 29Q: 3 clusters Score -4513306 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4513463.000000 Penalty: 5228.579590
	Iteration 30Q: 3 clusters Score -4513463 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4513630.000000 Penalty: 5228.579590
	Iteration 31Q: 3 clusters Score -4513630 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4513807.500000 Penalty: 5228.579590
	Iteration 32Q: 3 clusters Score -4513808 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4513953.500000 Penalty: 5228.579590
	Iteration 33Q: 3 clusters Score -4513954 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4514150.000000 Penalty: 5228.579590
	Iteration 34Q: 3 clusters Score -4514150 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4514297.000000 Penalty: 5228.579590
	Iteration 35Q: 3 clusters Score -4514297 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4514438.000000 Penalty: 5228.579590
	Iteration 36Q: 3 clusters Score -4514438 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4514574.500000 Penalty: 5228.579590
	Iteration 37Q: 3 clusters Score -4514574 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4514705.500000 Penalty: 5228.579590
	Iteration 38Q: 3 clusters Score -4514706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4514840.000000 Penalty: 5228.579590
	Iteration 39Q: 3 clusters Score -4514840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4514951.500000 Penalty: 5228.579590
	Iteration 40F: 3 clusters Score -4514952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4515037.000000 Penalty: 5228.579590
	Iteration 41Q: 3 clusters Score -4515037 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -4515103.000000 Penalty: 5228.579590
	Iteration 42Q: 3 clusters Score -4515103 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4515176.000000 Penalty: 5228.579590
	Iteration 43Q: 3 clusters Score -4515176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4515204.000000 Penalty: 5228.579590
	Iteration 44Q: 3 clusters Score -4515204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4515229.500000 Penalty: 5228.579590
	Iteration 45Q: 3 clusters Score -4515230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -4515257.500000 Penalty: 5228.579590
	Iteration 46Q: 3 clusters Score -4515258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4515297.500000 Penalty: 5228.579590
	Iteration 47Q: 3 clusters Score -4515298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4515331.500000 Penalty: 5228.579590
	Iteration 48Q: 3 clusters Score -4515332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4515362.000000 Penalty: 5228.579590
	Iteration 49Q: 3 clusters Score -4515362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4515387.500000 Penalty: 5228.579590
	Iteration 50Q: 3 clusters Score -4515388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -4515402.500000 Penalty: 5228.579590
	Iteration 51Q: 3 clusters Score -4515402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4515427.000000 Penalty: 5228.579590
	Iteration 52Q: 3 clusters Score -4515427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4515434.000000 Penalty: 5228.579590
	Iteration 53Q: 3 clusters Score -4515434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -4515436.500000 Penalty: 5228.579590
	Iteration 54Q: 3 clusters Score -4515436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -4515459.000000 Penalty: 5228.579590
	Iteration 55Q: 3 clusters Score -4515459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4515461.000000 Penalty: 5228.579590
	Iteration 56Q: 3 clusters Score -4515461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4515473.000000 Penalty: 5228.579590
	Iteration 57Q: 3 clusters Score -4515473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4515487.000000 Penalty: 5228.579590
	Iteration 58Q: 3 clusters Score -4515487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4515492.500000 Penalty: 5228.579590
	Iteration 59Q: 3 clusters Score -4515492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -4515500.500000 Penalty: 5228.579590
	Iteration 60F: 3 clusters Score -4515500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4515506.500000 Penalty: 5228.579590
	Iteration 61Q: 3 clusters Score -4515506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4515511.500000 Penalty: 5228.579590
	Iteration 62Q: 3 clusters Score -4515512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4515513.500000 Penalty: 5228.579590
	Iteration 63Q: 3 clusters Score -4515514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4515519.500000 Penalty: 5228.579590
	Iteration 64Q: 3 clusters Score -4515520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4515515.000000 Penalty: 5228.579590
	Iteration 65Q: 3 clusters Score -4515515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4515518.500000 Penalty: 5228.579590
	Iteration 66Q: 3 clusters Score -4515518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4515526.000000 Penalty: 5228.579590
	Iteration 67Q: 3 clusters Score -4515526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4515528.000000 Penalty: 5228.579590
	Iteration 68Q: 3 clusters Score -4515528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4515530.000000 Penalty: 5228.579590
	Iteration 69Q: 3 clusters Score -4515530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4515532.000000 Penalty: 5228.579590
	Iteration 70Q: 3 clusters Score -4515532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4515537.000000 Penalty: 5228.579590
	Iteration 71Q: 3 clusters Score -4515537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4515536.000000 Penalty: 5228.579590
	Iteration 72Q: 3 clusters Score -4515536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4515542.500000 Penalty: 5228.579590
	Iteration 73Q: 3 clusters Score -4515542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4515541.500000 Penalty: 5228.579590
	Iteration 74Q: 3 clusters Score -4515542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4515545.000000 Penalty: 5228.579590
	Iteration 75Q: 3 clusters Score -4515545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4515545.000000 Penalty: 5228.579590
	Iteration 76F: 3 clusters Score -4515545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -984483.437500 Penalty: 2248.828125
	Iteration 0F: 2 clusters Score -984483.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -977658.875000 Penalty: 4497.656250
	Iteration 0F: 3 clusters Score -977658.9 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -979549.062500 Penalty: 4497.656250
	Iteration 1F: 3 clusters Score -979549.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -979854.750000 Penalty: 4497.656250
	Iteration 2F: 3 clusters Score -979854.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -980094.125000 Penalty: 4497.656250
	Iteration 3F: 3 clusters Score -980094.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -980388.437500 Penalty: 4497.656250
	Iteration 4Q: 3 clusters Score -980388.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -980778.625000 Penalty: 4497.656250
	Iteration 5F: 3 clusters Score -980778.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -981275.687500 Penalty: 4497.656250
	Iteration 6F: 3 clusters Score -981275.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -981745.937500 Penalty: 4497.656250
	Iteration 7F: 3 clusters Score -981745.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -982120.875000 Penalty: 4497.656250
	Iteration 8F: 3 clusters Score -982120.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -982380.812500 Penalty: 4497.656250
	Iteration 9Q: 3 clusters Score -982380.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -982509.937500 Penalty: 4497.656250
	Iteration 10Q: 3 clusters Score -982509.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -982582.312500 Penalty: 4497.656250
	Iteration 11Q: 3 clusters Score -982582.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -982635.125000 Penalty: 4497.656250
	Iteration 12Q: 3 clusters Score -982635.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -982664.812500 Penalty: 4497.656250
	Iteration 13Q: 3 clusters Score -982664.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -982679.437500 Penalty: 4497.656250
	Iteration 14Q: 3 clusters Score -982679.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -982691.812500 Penalty: 4497.656250
	Iteration 15Q: 3 clusters Score -982691.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -982699.125000 Penalty: 4497.656250
	Iteration 16Q: 3 clusters Score -982699.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -982708.875000 Penalty: 4497.656250
	Iteration 17Q: 3 clusters Score -982708.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -982715.375000 Penalty: 4497.656250
	Iteration 18Q: 3 clusters Score -982715.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -982724.375000 Penalty: 4497.656250
	Iteration 19Q: 3 clusters Score -982724.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -982730.750000 Penalty: 4497.656250
	Iteration 20F: 3 clusters Score -982730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -982736.062500 Penalty: 4497.656250
	Iteration 21Q: 3 clusters Score -982736.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -982743.375000 Penalty: 4497.656250
	Iteration 22Q: 3 clusters Score -982743.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -982750.000000 Penalty: 4497.656250
	Iteration 23Q: 3 clusters Score -982750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -982753.000000 Penalty: 4497.656250
	Iteration 24Q: 3 clusters Score -982753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -982763.250000 Penalty: 4497.656250
	Iteration 25Q: 3 clusters Score -982763.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -982768.875000 Penalty: 4497.656250
	Iteration 26Q: 3 clusters Score -982768.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -982776.125000 Penalty: 4497.656250
	Iteration 27Q: 3 clusters Score -982776.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -982787.812500 Penalty: 4497.656250
	Iteration 28Q: 3 clusters Score -982787.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -982799.750000 Penalty: 4497.656250
	Iteration 29Q: 3 clusters Score -982799.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -982810.125000 Penalty: 4497.656250
	Iteration 30Q: 3 clusters Score -982810.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -982821.312500 Penalty: 4497.656250
	Iteration 31Q: 3 clusters Score -982821.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -982830.437500 Penalty: 4497.656250
	Iteration 32Q: 3 clusters Score -982830.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -982835.687500 Penalty: 4497.656250
	Iteration 33Q: 3 clusters Score -982835.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -982844.687500 Penalty: 4497.656250
	Iteration 34Q: 3 clusters Score -982844.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -982850.562500 Penalty: 4497.656250
	Iteration 35Q: 3 clusters Score -982850.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -982863.437500 Penalty: 4497.656250
	Iteration 36Q: 3 clusters Score -982863.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -982869.875000 Penalty: 4497.656250
	Iteration 37Q: 3 clusters Score -982869.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -982879.687500 Penalty: 4497.656250
	Iteration 38Q: 3 clusters Score -982879.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -982883.062500 Penalty: 4497.656250
	Iteration 39Q: 3 clusters Score -982883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -982889.562500 Penalty: 4497.656250
	Iteration 40F: 3 clusters Score -982889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -982892.187500 Penalty: 4497.656250
	Iteration 41Q: 3 clusters Score -982892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -982897.375000 Penalty: 4497.656250
	Iteration 42Q: 3 clusters Score -982897.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -982902.562500 Penalty: 4497.656250
	Iteration 43Q: 3 clusters Score -982902.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -982907.937500 Penalty: 4497.656250
	Iteration 44Q: 3 clusters Score -982907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -982916.125000 Penalty: 4497.656250
	Iteration 45Q: 3 clusters Score -982916.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -982921.937500 Penalty: 4497.656250
	Iteration 46Q: 3 clusters Score -982921.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -982925.687500 Penalty: 4497.656250
	Iteration 47Q: 3 clusters Score -982925.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -982931.562500 Penalty: 4497.656250
	Iteration 48Q: 3 clusters Score -982931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -982938.000000 Penalty: 4497.656250
	Iteration 49Q: 3 clusters Score -982938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -982941.812500 Penalty: 4497.656250
	Iteration 50Q: 3 clusters Score -982941.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -982946.750000 Penalty: 4497.656250
	Iteration 51Q: 3 clusters Score -982946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -982950.875000 Penalty: 4497.656250
	Iteration 52Q: 3 clusters Score -982950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -982956.500000 Penalty: 4497.656250
	Iteration 53Q: 3 clusters Score -982956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -982959.875000 Penalty: 4497.656250
	Iteration 54Q: 3 clusters Score -982959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -982964.625000 Penalty: 4497.656250
	Iteration 55Q: 3 clusters Score -982964.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -982971.062500 Penalty: 4497.656250
	Iteration 56Q: 3 clusters Score -982971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -982975.125000 Penalty: 4497.656250
	Iteration 57Q: 3 clusters Score -982975.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -982976.312500 Penalty: 4497.656250
	Iteration 58Q: 3 clusters Score -982976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -982977.562500 Penalty: 4497.656250
	Iteration 59Q: 3 clusters Score -982977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -982978.500000 Penalty: 4497.656250
	Iteration 60F: 3 clusters Score -982978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -982977.687500 Penalty: 4497.656250
	Iteration 61Q: 3 clusters Score -982977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -982977.125000 Penalty: 4497.656250
	Iteration 62Q: 3 clusters Score -982977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -982979.937500 Penalty: 4497.656250
	Iteration 63Q: 3 clusters Score -982979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -982979.250000 Penalty: 4497.656250
	Iteration 64Q: 3 clusters Score -982979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -982979.250000 Penalty: 4497.656250
	Iteration 65F: 3 clusters Score -982979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -1130701.375000 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -1130701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1123402.625000 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -1123403 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1125451.000000 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -1125451 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1125709.875000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -1125710 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1125879.625000 Penalty: 4539.639648
	Iteration 3Q: 3 clusters Score -1125880 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1126004.500000 Penalty: 4539.639648
	Iteration 4Q: 3 clusters Score -1126004 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1126117.875000 Penalty: 4539.639648
	Iteration 5Q: 3 clusters Score -1126118 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1126219.875000 Penalty: 4539.639648
	Iteration 6Q: 3 clusters Score -1126220 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1126327.500000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -1126328 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1126428.000000 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -1126428 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1126532.000000 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -1126532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1126636.625000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -1126637 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1126741.625000 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -1126742 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1126852.875000 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -1126853 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1126974.875000 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -1126975 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1127104.250000 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -1127104 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1127273.125000 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -1127273 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1127471.875000 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -1127472 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1127675.125000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -1127675 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1127871.625000 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -1127872 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1128056.125000 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -1128056 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1128201.875000 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -1128202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1128295.125000 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -1128295 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1128366.625000 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -1128367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1128427.625000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -1128428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1128473.375000 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -1128473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1128504.000000 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -1128504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1128543.875000 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -1128544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1128569.625000 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -1128570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1128596.000000 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -1128596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1128613.250000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -1128613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1128623.625000 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -1128624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1128633.625000 Penalty: 4539.639648
	Iteration 31Q: 3 clusters Score -1128634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1128644.250000 Penalty: 4539.639648
	Iteration 32Q: 3 clusters Score -1128644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1128652.750000 Penalty: 4539.639648
	Iteration 33Q: 3 clusters Score -1128653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1128658.250000 Penalty: 4539.639648
	Iteration 34Q: 3 clusters Score -1128658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1128668.250000 Penalty: 4539.639648
	Iteration 35Q: 3 clusters Score -1128668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1128685.750000 Penalty: 4539.639648
	Iteration 36Q: 3 clusters Score -1128686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1128703.250000 Penalty: 4539.639648
	Iteration 37Q: 3 clusters Score -1128703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1128720.000000 Penalty: 4539.639648
	Iteration 38Q: 3 clusters Score -1128720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1128731.500000 Penalty: 4539.639648
	Iteration 39Q: 3 clusters Score -1128732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1128739.625000 Penalty: 4539.639648
	Iteration 40F: 3 clusters Score -1128740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1128742.625000 Penalty: 4539.639648
	Iteration 41Q: 3 clusters Score -1128743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1128749.500000 Penalty: 4539.639648
	Iteration 42Q: 3 clusters Score -1128750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1128761.750000 Penalty: 4539.639648
	Iteration 43Q: 3 clusters Score -1128762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1128774.500000 Penalty: 4539.639648
	Iteration 44Q: 3 clusters Score -1128774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1128781.000000 Penalty: 4539.639648
	Iteration 45Q: 3 clusters Score -1128781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1128788.000000 Penalty: 4539.639648
	Iteration 46Q: 3 clusters Score -1128788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1128795.250000 Penalty: 4539.639648
	Iteration 47Q: 3 clusters Score -1128795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1128802.000000 Penalty: 4539.639648
	Iteration 48Q: 3 clusters Score -1128802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1128806.500000 Penalty: 4539.639648
	Iteration 49Q: 3 clusters Score -1128806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1128813.250000 Penalty: 4539.639648
	Iteration 50Q: 3 clusters Score -1128813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1128814.750000 Penalty: 4539.639648
	Iteration 51Q: 3 clusters Score -1128815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1128818.000000 Penalty: 4539.639648
	Iteration 52Q: 3 clusters Score -1128818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1128823.750000 Penalty: 4539.639648
	Iteration 53Q: 3 clusters Score -1128824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1128822.125000 Penalty: 4539.639648
	Iteration 54Q: 3 clusters Score -1128822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1128825.875000 Penalty: 4539.639648
	Iteration 55Q: 3 clusters Score -1128826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1128829.375000 Penalty: 4539.639648
	Iteration 56Q: 3 clusters Score -1128829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1128831.125000 Penalty: 4539.639648
	Iteration 57Q: 3 clusters Score -1128831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1128836.125000 Penalty: 4539.639648
	Iteration 58Q: 3 clusters Score -1128836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1128837.375000 Penalty: 4539.639648
	Iteration 59Q: 3 clusters Score -1128837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1128839.750000 Penalty: 4539.639648
	Iteration 60F: 3 clusters Score -1128840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1128839.875000 Penalty: 4539.639648
	Iteration 61Q: 3 clusters Score -1128840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1128843.250000 Penalty: 4539.639648
	Iteration 62Q: 3 clusters Score -1128843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1128844.375000 Penalty: 4539.639648
	Iteration 63Q: 3 clusters Score -1128844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1128846.375000 Penalty: 4539.639648
	Iteration 64Q: 3 clusters Score -1128846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1128846.375000 Penalty: 4539.639648
	Iteration 65F: 3 clusters Score -1128846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Entering Unmasked Estep 
Score: -1037463.125000 Penalty: 2271.860840
	Iteration 0F: 2 clusters Score -1037463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1030102.500000 Penalty: 4543.721680
	Iteration 0F: 3 clusters Score -1030102 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1032375.812500 Penalty: 4543.721680
	Iteration 1F: 3 clusters Score -1032376 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1032747.500000 Penalty: 4543.721680
	Iteration 2F: 3 clusters Score -1032748 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1033070.875000 Penalty: 4543.721680
	Iteration 3F: 3 clusters Score -1033071 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1033385.562500 Penalty: 4543.721680
	Iteration 4F: 3 clusters Score -1033386 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1033685.937500 Penalty: 4543.721680
	Iteration 5F: 3 clusters Score -1033686 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1033948.687500 Penalty: 4543.721680
	Iteration 6Q: 3 clusters Score -1033949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1034206.187500 Penalty: 4543.721680
	Iteration 7Q: 3 clusters Score -1034206 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1034437.000000 Penalty: 4543.721680
	Iteration 8Q: 3 clusters Score -1034437 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1034615.312500 Penalty: 4543.721680
	Iteration 9Q: 3 clusters Score -1034615 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1034729.937500 Penalty: 4543.721680
	Iteration 10Q: 3 clusters Score -1034730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1034840.312500 Penalty: 4543.721680
	Iteration 11Q: 3 clusters Score -1034840 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1034956.750000 Penalty: 4543.721680
	Iteration 12Q: 3 clusters Score -1034957 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1035061.812500 Penalty: 4543.721680
	Iteration 13Q: 3 clusters Score -1035062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1035169.187500 Penalty: 4543.721680
	Iteration 14Q: 3 clusters Score -1035169 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1035259.812500 Penalty: 4543.721680
	Iteration 15Q: 3 clusters Score -1035260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1035330.500000 Penalty: 4543.721680
	Iteration 16Q: 3 clusters Score -1035330 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1035398.375000 Penalty: 4543.721680
	Iteration 17Q: 3 clusters Score -1035398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1035443.687500 Penalty: 4543.721680
	Iteration 18Q: 3 clusters Score -1035444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1035481.687500 Penalty: 4543.721680
	Iteration 19Q: 3 clusters Score -1035482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1035511.750000 Penalty: 4543.721680
	Iteration 20F: 3 clusters Score -1035512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1035531.312500 Penalty: 4543.721680
	Iteration 21Q: 3 clusters Score -1035531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1035548.562500 Penalty: 4543.721680
	Iteration 22Q: 3 clusters Score -1035549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1035557.750000 Penalty: 4543.721680
	Iteration 23Q: 3 clusters Score -1035558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1035570.250000 Penalty: 4543.721680
	Iteration 24Q: 3 clusters Score -1035570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1035584.312500 Penalty: 4543.721680
	Iteration 25Q: 3 clusters Score -1035584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1035598.250000 Penalty: 4543.721680
	Iteration 26Q: 3 clusters Score -1035598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1035611.750000 Penalty: 4543.721680
	Iteration 27Q: 3 clusters Score -1035612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1035617.437500 Penalty: 4543.721680
	Iteration 28Q: 3 clusters Score -1035617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1035620.937500 Penalty: 4543.721680
	Iteration 29Q: 3 clusters Score -1035621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1035628.250000 Penalty: 4543.721680
	Iteration 30Q: 3 clusters Score -1035628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1035634.437500 Penalty: 4543.721680
	Iteration 31Q: 3 clusters Score -1035634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1035635.062500 Penalty: 4543.721680
	Iteration 32Q: 3 clusters Score -1035635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1035637.875000 Penalty: 4543.721680
	Iteration 33Q: 3 clusters Score -1035638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1035642.375000 Penalty: 4543.721680
	Iteration 34Q: 3 clusters Score -1035642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1035643.312500 Penalty: 4543.721680
	Iteration 35Q: 3 clusters Score -1035643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1035643.437500 Penalty: 4543.721680
	Iteration 36Q: 3 clusters Score -1035643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1035643.687500 Penalty: 4543.721680
	Iteration 37Q: 3 clusters Score -1035644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1035643.937500 Penalty: 4543.721680
	Iteration 38Q: 3 clusters Score -1035644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1035643.625000 Penalty: 4543.721680
	Iteration 39Q: 3 clusters Score -1035644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1035644.500000 Penalty: 4543.721680
	Iteration 40F: 3 clusters Score -1035644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1035646.437500 Penalty: 4543.721680
	Iteration 41Q: 3 clusters Score -1035646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1035650.562500 Penalty: 4543.721680
	Iteration 42Q: 3 clusters Score -1035651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1035655.312500 Penalty: 4543.721680
	Iteration 43Q: 3 clusters Score -1035655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1035659.312500 Penalty: 4543.721680
	Iteration 44Q: 3 clusters Score -1035659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1035662.687500 Penalty: 4543.721680
	Iteration 45Q: 3 clusters Score -1035663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1035669.187500 Penalty: 4543.721680
	Iteration 46Q: 3 clusters Score -1035669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1035674.687500 Penalty: 4543.721680
	Iteration 47Q: 3 clusters Score -1035675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1035680.187500 Penalty: 4543.721680
	Iteration 48Q: 3 clusters Score -1035680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1035686.062500 Penalty: 4543.721680
	Iteration 49Q: 3 clusters Score -1035686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1035691.125000 Penalty: 4543.721680
	Iteration 50Q: 3 clusters Score -1035691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1035699.250000 Penalty: 4543.721680
	Iteration 51Q: 3 clusters Score -1035699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1035702.312500 Penalty: 4543.721680
	Iteration 52Q: 3 clusters Score -1035702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1035704.062500 Penalty: 4543.721680
	Iteration 53Q: 3 clusters Score -1035704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1035705.187500 Penalty: 4543.721680
	Iteration 54Q: 3 clusters Score -1035705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1035708.000000 Penalty: 4543.721680
	Iteration 55Q: 3 clusters Score -1035708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1035711.875000 Penalty: 4543.721680
	Iteration 56Q: 3 clusters Score -1035712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1035716.750000 Penalty: 4543.721680
	Iteration 57Q: 3 clusters Score -1035717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1035719.187500 Penalty: 4543.721680
	Iteration 58Q: 3 clusters Score -1035719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1035722.687500 Penalty: 4543.721680
	Iteration 59Q: 3 clusters Score -1035723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1035725.937500 Penalty: 4543.721680
	Iteration 60F: 3 clusters Score -1035726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1035726.062500 Penalty: 4543.721680
	Iteration 61Q: 3 clusters Score -1035726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1035731.500000 Penalty: 4543.721680
	Iteration 62Q: 3 clusters Score -1035732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1035732.812500 Penalty: 4543.721680
	Iteration 63Q: 3 clusters Score -1035733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1035735.937500 Penalty: 4543.721680
	Iteration 64Q: 3 clusters Score -1035736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1035739.000000 Penalty: 4543.721680
	Iteration 65Q: 3 clusters Score -1035739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1035743.187500 Penalty: 4543.721680
	Iteration 66Q: 3 clusters Score -1035743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1035746.437500 Penalty: 4543.721680
	Iteration 67Q: 3 clusters Score -1035746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1035753.750000 Penalty: 4543.721680
	Iteration 68Q: 3 clusters Score -1035754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1035758.000000 Penalty: 4543.721680
	Iteration 69Q: 3 clusters Score -1035758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1035768.250000 Penalty: 4543.721680
	Iteration 70Q: 3 clusters Score -1035768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1035779.500000 Penalty: 4543.721680
	Iteration 71Q: 3 clusters Score -1035780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1035793.687500 Penalty: 4543.721680
	Iteration 72Q: 3 clusters Score -1035794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1035806.062500 Penalty: 4543.721680
	Iteration 73Q: 3 clusters Score -1035806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1035819.437500 Penalty: 4543.721680
	Iteration 74Q: 3 clusters Score -1035819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1035838.562500 Penalty: 4543.721680
	Iteration 75Q: 3 clusters Score -1035839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1035854.562500 Penalty: 4543.721680
	Iteration 76Q: 3 clusters Score -1035855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1035869.375000 Penalty: 4543.721680
	Iteration 77Q: 3 clusters Score -1035869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1035888.562500 Penalty: 4543.721680
	Iteration 78Q: 3 clusters Score -1035889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1035899.562500 Penalty: 4543.721680
	Iteration 79Q: 3 clusters Score -1035900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1035911.812500 Penalty: 4543.721680
	Iteration 80F: 3 clusters Score -1035912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1035920.875000 Penalty: 4543.721680
	Iteration 81Q: 3 clusters Score -1035921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1035929.187500 Penalty: 4543.721680
	Iteration 82Q: 3 clusters Score -1035929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1035936.062500 Penalty: 4543.721680
	Iteration 83Q: 3 clusters Score -1035936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1035943.562500 Penalty: 4543.721680
	Iteration 84Q: 3 clusters Score -1035944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1035950.062500 Penalty: 4543.721680
	Iteration 85Q: 3 clusters Score -1035950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1035952.812500 Penalty: 4543.721680
	Iteration 86Q: 3 clusters Score -1035953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1035954.375000 Penalty: 4543.721680
	Iteration 87Q: 3 clusters Score -1035954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1035956.375000 Penalty: 4543.721680
	Iteration 88Q: 3 clusters Score -1035956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1035959.062500 Penalty: 4543.721680
	Iteration 89Q: 3 clusters Score -1035959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1035961.375000 Penalty: 4543.721680
	Iteration 90Q: 3 clusters Score -1035961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1035964.500000 Penalty: 4543.721680
	Iteration 91Q: 3 clusters Score -1035964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1035965.125000 Penalty: 4543.721680
	Iteration 92Q: 3 clusters Score -1035965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1035965.187500 Penalty: 4543.721680
	Iteration 93Q: 3 clusters Score -1035965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1035969.187500 Penalty: 4543.721680
	Iteration 94Q: 3 clusters Score -1035969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1035971.437500 Penalty: 4543.721680
	Iteration 95Q: 3 clusters Score -1035971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1035973.687500 Penalty: 4543.721680
	Iteration 96Q: 3 clusters Score -1035974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1035973.500000 Penalty: 4543.721680
	Iteration 97Q: 3 clusters Score -1035974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1035979.875000 Penalty: 4543.721680
	Iteration 98Q: 3 clusters Score -1035980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1035982.000000 Penalty: 4543.721680
	Iteration 99Q: 3 clusters Score -1035982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1035984.375000 Penalty: 4543.721680
	Iteration 100F: 3 clusters Score -1035984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1035989.500000 Penalty: 4543.721680
	Iteration 101Q: 3 clusters Score -1035990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1035995.187500 Penalty: 4543.721680
	Iteration 102Q: 3 clusters Score -1035995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1035999.812500 Penalty: 4543.721680
	Iteration 103Q: 3 clusters Score -1036000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1036003.500000 Penalty: 4543.721680
	Iteration 104Q: 3 clusters Score -1036004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1036008.812500 Penalty: 4543.721680
	Iteration 105Q: 3 clusters Score -1036009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1036011.687500 Penalty: 4543.721680
	Iteration 106Q: 3 clusters Score -1036012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1036014.562500 Penalty: 4543.721680
	Iteration 107Q: 3 clusters Score -1036015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1036020.312500 Penalty: 4543.721680
	Iteration 108Q: 3 clusters Score -1036020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1036027.937500 Penalty: 4543.721680
	Iteration 109Q: 3 clusters Score -1036028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1036033.812500 Penalty: 4543.721680
	Iteration 110Q: 3 clusters Score -1036034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1036038.437500 Penalty: 4543.721680
	Iteration 111Q: 3 clusters Score -1036038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1036044.812500 Penalty: 4543.721680
	Iteration 112Q: 3 clusters Score -1036045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1036049.187500 Penalty: 4543.721680
	Iteration 113Q: 3 clusters Score -1036049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1036053.750000 Penalty: 4543.721680
	Iteration 114Q: 3 clusters Score -1036054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1036054.062500 Penalty: 4543.721680
	Iteration 115Q: 3 clusters Score -1036054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1036062.187500 Penalty: 4543.721680
	Iteration 116Q: 3 clusters Score -1036062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1036063.187500 Penalty: 4543.721680
	Iteration 117Q: 3 clusters Score -1036063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1036063.875000 Penalty: 4543.721680
	Iteration 118Q: 3 clusters Score -1036064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1036069.750000 Penalty: 4543.721680
	Iteration 119Q: 3 clusters Score -1036070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1036067.375000 Penalty: 4543.721680
	Iteration 120F: 3 clusters Score -1036067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1036069.687500 Penalty: 4543.721680
	Iteration 121Q: 3 clusters Score -1036070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1036068.812500 Penalty: 4543.721680
	Iteration 122Q: 3 clusters Score -1036069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1036069.062500 Penalty: 4543.721680
	Iteration 123Q: 3 clusters Score -1036069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1036068.937500 Penalty: 4543.721680
	Iteration 124Q: 3 clusters Score -1036069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1036070.937500 Penalty: 4543.721680
	Iteration 125Q: 3 clusters Score -1036071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1036073.687500 Penalty: 4543.721680
	Iteration 126Q: 3 clusters Score -1036074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1036076.125000 Penalty: 4543.721680
	Iteration 127Q: 3 clusters Score -1036076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1036077.250000 Penalty: 4543.721680
	Iteration 128Q: 3 clusters Score -1036077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1036078.187500 Penalty: 4543.721680
	Iteration 129Q: 3 clusters Score -1036078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1036077.687500 Penalty: 4543.721680
	Iteration 130Q: 3 clusters Score -1036078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1036077.375000 Penalty: 4543.721680
	Iteration 131Q: 3 clusters Score -1036077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1036078.000000 Penalty: 4543.721680
	Iteration 132Q: 3 clusters Score -1036078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1036080.375000 Penalty: 4543.721680
	Iteration 133Q: 3 clusters Score -1036080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1036081.312500 Penalty: 4543.721680
	Iteration 134Q: 3 clusters Score -1036081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1036081.500000 Penalty: 4543.721680
	Iteration 135Q: 3 clusters Score -1036082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1036081.562500 Penalty: 4543.721680
	Iteration 136Q: 3 clusters Score -1036082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1036084.687500 Penalty: 4543.721680
	Iteration 137Q: 3 clusters Score -1036085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1036085.500000 Penalty: 4543.721680
	Iteration 138Q: 3 clusters Score -1036086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1036084.375000 Penalty: 4543.721680
	Iteration 139Q: 3 clusters Score -1036084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1036084.562500 Penalty: 4543.721680
	Iteration 140F: 3 clusters Score -1036085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -139621.531250 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139621.5 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 600 members 
Entering Unmasked Estep 
Score: -137522.546875 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137522.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137972.890625 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137972.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138235.812500 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -138235.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -138421.281250 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -138421.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138521.015625 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -138521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138585.953125 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -138642.296875 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138642.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -138677.671875 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138705.375000 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138705.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -138731.562500 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138731.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -138748.046875 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -138757.078125 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -138764.515625 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -138768.968750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -138772.375000 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138773.281250 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138773.281250 Penalty: 3523.655518
	Iteration 16F: 3 clusters Score -138773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -82051.742188 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -82051.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80242.609375 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -80242.61 nChanged 198
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: -80493.085938 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -80493.09 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80599.164062 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -80599.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80708.351562 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -80708.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80826.914062 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -80826.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80940.812500 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -80940.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81041.101562 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -81041.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81126.460938 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -81126.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81175.726562 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -81175.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81203.632812 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -81203.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81217.320312 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -81217.32 nChanged 6
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: -81234.773438 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -81234.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81251.570312 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -81251.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81259.187500 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -81259.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81269.835938 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -81269.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81282.992188 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -81282.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81296.226562 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -81296.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81307.210938 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -81307.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81311.117188 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -81311.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81314.539062 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -81314.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81318.750000 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -81318.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -639001.437500 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -639001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -634141.125000 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -634141.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -635340.562500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -635340.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -635553.812500 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -635553.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -635697.687500 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -635697.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -635794.562500 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -635794.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -635866.812500 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -635866.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -635946.562500 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -635946.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -636033.687500 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -636033.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -636121.250000 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -636121.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -636227.750000 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -636227.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -636332.875000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -636332.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -636417.562500 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -636417.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -636489.875000 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -636489.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -636563.500000 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -636563.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -636637.500000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -636637.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -636699.562500 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -636699.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -636758.375000 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -636758.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -636803.625000 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -636803.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -636831.812500 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -636831.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -636861.125000 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -636861.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -636894.375000 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -636894.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -636923.062500 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -636923.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -636944.437500 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -636944.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -636960.187500 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -636960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -636967.812500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -636967.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -636977.062500 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -636977.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -636989.437500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -636989.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -636997.562500 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -636997.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -637010.437500 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -637010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -637016.937500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -637016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -637021.875000 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -637021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -637024.437500 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -637024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -637026.375000 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -637026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -637027.875000 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -637027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -637029.750000 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -637029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -637032.437500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -637032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -637037.562500 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -637037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -637038.812500 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -637038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -637040.937500 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -637040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -637040.937500 Penalty: 4275.753906
	Iteration 39F: 3 clusters Score -637040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -393846.250000 Penalty: 2028.023926
	Iteration 0F: 2 clusters Score -393846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -390199.375000 Penalty: 4056.047852
	Iteration 0F: 3 clusters Score -390199.4 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -390973.500000 Penalty: 4056.047852
	Iteration 1F: 3 clusters Score -390973.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -391168.625000 Penalty: 4056.047852
	Iteration 2F: 3 clusters Score -391168.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -391316.406250 Penalty: 4056.047852
	Iteration 3F: 3 clusters Score -391316.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -391442.312500 Penalty: 4056.047852
	Iteration 4Q: 3 clusters Score -391442.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -391558.875000 Penalty: 4056.047852
	Iteration 5Q: 3 clusters Score -391558.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -391692.812500 Penalty: 4056.047852
	Iteration 6Q: 3 clusters Score -391692.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -391850.687500 Penalty: 4056.047852
	Iteration 7Q: 3 clusters Score -391850.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -392022.281250 Penalty: 4056.047852
	Iteration 8Q: 3 clusters Score -392022.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -392188.843750 Penalty: 4056.047852
	Iteration 9Q: 3 clusters Score -392188.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -392373.406250 Penalty: 4056.047852
	Iteration 10Q: 3 clusters Score -392373.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -392523.625000 Penalty: 4056.047852
	Iteration 11Q: 3 clusters Score -392523.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -392636.437500 Penalty: 4056.047852
	Iteration 12Q: 3 clusters Score -392636.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -392720.281250 Penalty: 4056.047852
	Iteration 13Q: 3 clusters Score -392720.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -392790.000000 Penalty: 4056.047852
	Iteration 14Q: 3 clusters Score -392790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -392848.062500 Penalty: 4056.047852
	Iteration 15Q: 3 clusters Score -392848.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -392886.687500 Penalty: 4056.047852
	Iteration 16Q: 3 clusters Score -392886.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -392908.406250 Penalty: 4056.047852
	Iteration 17Q: 3 clusters Score -392908.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -392919.375000 Penalty: 4056.047852
	Iteration 18Q: 3 clusters Score -392919.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -392929.125000 Penalty: 4056.047852
	Iteration 19Q: 3 clusters Score -392929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -392935.718750 Penalty: 4056.047852
	Iteration 20F: 3 clusters Score -392935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -392937.718750 Penalty: 4056.047852
	Iteration 21Q: 3 clusters Score -392937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -392940.281250 Penalty: 4056.047852
	Iteration 22Q: 3 clusters Score -392940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -392942.968750 Penalty: 4056.047852
	Iteration 23Q: 3 clusters Score -392943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -392947.781250 Penalty: 4056.047852
	Iteration 24Q: 3 clusters Score -392947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -392951.468750 Penalty: 4056.047852
	Iteration 25Q: 3 clusters Score -392951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -392952.906250 Penalty: 4056.047852
	Iteration 26Q: 3 clusters Score -392952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -392953.968750 Penalty: 4056.047852
	Iteration 27Q: 3 clusters Score -392954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -392955.000000 Penalty: 4056.047852
	Iteration 28Q: 3 clusters Score -392955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -392956.875000 Penalty: 4056.047852
	Iteration 29Q: 3 clusters Score -392956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -392957.968750 Penalty: 4056.047852
	Iteration 30Q: 3 clusters Score -392958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -392958.187500 Penalty: 4056.047852
	Iteration 31Q: 3 clusters Score -392958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -392958.375000 Penalty: 4056.047852
	Iteration 32Q: 3 clusters Score -392958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -392958.375000 Penalty: 4056.047852
	Iteration 33F: 3 clusters Score -392958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -735486.812500 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -735486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -729986.562500 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -729986.6 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -731592.812500 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -731592.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -732005.812500 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -732005.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -732349.375000 Penalty: 4364.482910
	Iteration 3F: 3 clusters Score -732349.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -732651.000000 Penalty: 4364.482910
	Iteration 4F: 3 clusters Score -732651 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -732875.625000 Penalty: 4364.482910
	Iteration 5F: 3 clusters Score -732875.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -733096.437500 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -733096.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -733318.437500 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -733318.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -733508.375000 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -733508.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -733654.125000 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -733654.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -733754.000000 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -733754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -733830.687500 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -733830.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -733900.125000 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -733900.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -733955.687500 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -733955.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -733997.750000 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -733997.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -734030.625000 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -734030.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -734064.500000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -734064.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -734081.625000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -734081.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -734096.375000 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -734096.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -734107.125000 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -734107.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -734118.500000 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -734118.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -734128.312500 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -734128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -734135.187500 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -734135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -734143.312500 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -734143.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -734154.187500 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -734154.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -734164.375000 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -734164.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -734175.812500 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -734175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -734187.875000 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -734187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -734195.062500 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -734195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -734212.750000 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -734212.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -734228.812500 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -734228.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -734237.187500 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -734237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -734242.250000 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -734242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -734249.750000 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -734249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -734256.937500 Penalty: 4364.482910
	Iteration 34Q: 3 clusters Score -734256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -734261.000000 Penalty: 4364.482910
	Iteration 35Q: 3 clusters Score -734261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -734261.625000 Penalty: 4364.482910
	Iteration 36Q: 3 clusters Score -734261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -734264.062500 Penalty: 4364.482910
	Iteration 37Q: 3 clusters Score -734264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -734268.375000 Penalty: 4364.482910
	Iteration 38Q: 3 clusters Score -734268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -734273.125000 Penalty: 4364.482910
	Iteration 39Q: 3 clusters Score -734273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -734276.437500 Penalty: 4364.482910
	Iteration 40F: 3 clusters Score -734276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -734280.687500 Penalty: 4364.482910
	Iteration 41Q: 3 clusters Score -734280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -734282.312500 Penalty: 4364.482910
	Iteration 42Q: 3 clusters Score -734282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -734287.437500 Penalty: 4364.482910
	Iteration 43Q: 3 clusters Score -734287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -734289.125000 Penalty: 4364.482910
	Iteration 44Q: 3 clusters Score -734289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -734290.625000 Penalty: 4364.482910
	Iteration 45Q: 3 clusters Score -734290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -734292.062500 Penalty: 4364.482910
	Iteration 46Q: 3 clusters Score -734292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -734291.250000 Penalty: 4364.482910
	Iteration 47Q: 3 clusters Score -734291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -734291.250000 Penalty: 4364.482910
	Iteration 48Q: 3 clusters Score -734291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -734293.625000 Penalty: 4364.482910
	Iteration 49Q: 3 clusters Score -734293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -734297.187500 Penalty: 4364.482910
	Iteration 50Q: 3 clusters Score -734297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -734299.125000 Penalty: 4364.482910
	Iteration 51Q: 3 clusters Score -734299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -734298.437500 Penalty: 4364.482910
	Iteration 52Q: 3 clusters Score -734298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -734299.187500 Penalty: 4364.482910
	Iteration 53Q: 3 clusters Score -734299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -734300.062500 Penalty: 4364.482910
	Iteration 54Q: 3 clusters Score -734300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -734302.187500 Penalty: 4364.482910
	Iteration 55Q: 3 clusters Score -734302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -734301.750000 Penalty: 4364.482910
	Iteration 56Q: 3 clusters Score -734301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -734302.750000 Penalty: 4364.482910
	Iteration 57Q: 3 clusters Score -734302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -734302.750000 Penalty: 4364.482910
	Iteration 58F: 3 clusters Score -734302.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -130033.703125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -130033.7 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 582 members 
Entering Unmasked Estep 
Score: -127983.445312 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -127983.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128275.695312 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -128275.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128361.820312 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -128361.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128405.820312 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -128405.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128435.632812 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -128435.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128457.320312 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -128457.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128471.210938 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -128471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128477.945312 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -128477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128486.218750 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -128486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128497.515625 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -128497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -128503.804688 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -128503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -128512.906250 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -128512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128519.609375 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -128519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128524.523438 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -128524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128524.921875 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -128524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128524.921875 Penalty: 3495.568604
	Iteration 15F: 3 clusters Score -128524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -421887.656250 Penalty: 2048.666504
	Iteration 0F: 2 clusters Score -421887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -418122.406250 Penalty: 4097.333008
	Iteration 0F: 3 clusters Score -418122.4 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -419074.750000 Penalty: 4097.333008
	Iteration 1F: 3 clusters Score -419074.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -419396.906250 Penalty: 4097.333008
	Iteration 2F: 3 clusters Score -419396.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -419693.968750 Penalty: 4097.333008
	Iteration 3F: 3 clusters Score -419694 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -420079.531250 Penalty: 4097.333008
	Iteration 4F: 3 clusters Score -420079.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -420586.687500 Penalty: 4097.333008
	Iteration 5F: 3 clusters Score -420586.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -420966.531250 Penalty: 4097.333008
	Iteration 6F: 3 clusters Score -420966.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -421221.531250 Penalty: 4097.333008
	Iteration 7F: 3 clusters Score -421221.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -421416.125000 Penalty: 4097.333008
	Iteration 8Q: 3 clusters Score -421416.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -421525.187500 Penalty: 4097.333008
	Iteration 9Q: 3 clusters Score -421525.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -421596.000000 Penalty: 4097.333008
	Iteration 10Q: 3 clusters Score -421596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -421636.375000 Penalty: 4097.333008
	Iteration 11Q: 3 clusters Score -421636.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -421653.750000 Penalty: 4097.333008
	Iteration 12Q: 3 clusters Score -421653.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -421663.562500 Penalty: 4097.333008
	Iteration 13Q: 3 clusters Score -421663.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -421671.875000 Penalty: 4097.333008
	Iteration 14Q: 3 clusters Score -421671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -421674.343750 Penalty: 4097.333008
	Iteration 15Q: 3 clusters Score -421674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -421676.218750 Penalty: 4097.333008
	Iteration 16Q: 3 clusters Score -421676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -421676.218750 Penalty: 4097.333008
	Iteration 17Q: 3 clusters Score -421676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -421676.218750 Penalty: 4097.333008
	Iteration 18F: 3 clusters Score -421676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92277.976562 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92277.98 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 477 members 
Entering Unmasked Estep 
Score: -90394.601562 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90394.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90822.476562 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -90822.48 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91073.390625 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91073.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91313.578125 Penalty: 3398.712158
	Iteration 3F: 3 clusters Score -91313.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91531.945312 Penalty: 3398.712158
	Iteration 4F: 3 clusters Score -91531.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91736.242188 Penalty: 3398.712158
	Iteration 5F: 3 clusters Score -91736.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91890.640625 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -91890.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91960.375000 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -91960.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92000.835938 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -92000.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92024.601562 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -92024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92066.921875 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -92066.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92136.734375 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -92136.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92304.195312 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -92304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -92494.625000 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -92494.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92519.117188 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -92519.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92524.039062 Penalty: 3398.712158
	Iteration 15Q: 3 clusters Score -92524.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92528.421875 Penalty: 3398.712158
	Iteration 16Q: 3 clusters Score -92528.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92528.421875 Penalty: 3398.712158
	Iteration 17F: 3 clusters Score -92528.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320032 members 
Mstep: Class 7 contains 76278 members 
Mstep: Class 8 contains 46731 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 22083 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 332969 members 
Mstep: Class 14 contains 59540 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205775 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 18878 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9438 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 215859 members 
Entering Unmasked Estep 
Score: -183996720.000000 Penalty: 116968.171875
Splitting cluster 31 changes total score from -183998176.000000 to -183996720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (215859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215859 members 
Entering Unmasked Estep 
Score: -25414698.000000 Penalty: 3046.030518
	Iteration 0F: 2 clusters Score -2.54147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
Score: -25275006.000000 Penalty: 6092.061035
	Iteration 0F: 3 clusters Score -2.527501e+07 nChanged 104393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -25336710.000000 Penalty: 6092.061035
	Iteration 1F: 3 clusters Score -2.533671e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -25338680.000000 Penalty: 6092.061035
	Iteration 2Q: 3 clusters Score -2.533868e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 117530 members 
Entering Unmasked Estep 
Score: -25341376.000000 Penalty: 6092.061035
	Iteration 3Q: 3 clusters Score -2.534138e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 122737 members 
Entering Unmasked Estep 
Score: -25344788.000000 Penalty: 6092.061035
	Iteration 4Q: 3 clusters Score -2.534479e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
Score: -25349766.000000 Penalty: 6092.061035
	Iteration 5Q: 3 clusters Score -2.534977e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
Score: -25356888.000000 Penalty: 6092.061035
	Iteration 6F: 3 clusters Score -2.535689e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 152700 members 
Entering Unmasked Estep 
Score: -25366718.000000 Penalty: 6092.061035
	Iteration 7F: 3 clusters Score -2.536672e+07 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 166450 members 
Entering Unmasked Estep 
Score: -25378208.000000 Penalty: 6092.061035
	Iteration 8F: 3 clusters Score -2.537821e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 179202 members 
Entering Unmasked Estep 
Score: -25389040.000000 Penalty: 6092.061035
	Iteration 9F: 3 clusters Score -2.538904e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 188942 members 
Entering Unmasked Estep 
Score: -25397420.000000 Penalty: 6092.061035
	Iteration 10Q: 3 clusters Score -2.539742e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -25402490.000000 Penalty: 6092.061035
	Iteration 11Q: 3 clusters Score -2.540249e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 199894 members 
Entering Unmasked Estep 
Score: -25405200.000000 Penalty: 6092.061035
	Iteration 12Q: 3 clusters Score -2.54052e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 203020 members 
Entering Unmasked Estep 
Score: -25406850.000000 Penalty: 6092.061035
	Iteration 13Q: 3 clusters Score -2.540685e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 205360 members 
Entering Unmasked Estep 
Score: -25408088.000000 Penalty: 6092.061035
	Iteration 14Q: 3 clusters Score -2.540809e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 207171 members 
Entering Unmasked Estep 
Score: -25408806.000000 Penalty: 6092.061035
	Iteration 15Q: 3 clusters Score -2.540881e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -25409412.000000 Penalty: 6092.061035
	Iteration 16Q: 3 clusters Score -2.540941e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 209690 members 
Entering Unmasked Estep 
Score: -25410004.000000 Penalty: 6092.061035
	Iteration 17Q: 3 clusters Score -2.541e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 210621 members 
Entering Unmasked Estep 
Score: -25410448.000000 Penalty: 6092.061035
	Iteration 18Q: 3 clusters Score -2.541045e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 211365 members 
Entering Unmasked Estep 
Score: -25410756.000000 Penalty: 6092.061035
	Iteration 19Q: 3 clusters Score -2.541076e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 211932 members 
Entering Unmasked Estep 
Score: -25411056.000000 Penalty: 6092.061035
	Iteration 20F: 3 clusters Score -2.541106e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 212380 members 
Entering Unmasked Estep 
Score: -25411266.000000 Penalty: 6092.061035
	Iteration 21Q: 3 clusters Score -2.541127e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 212752 members 
Entering Unmasked Estep 
Score: -25411384.000000 Penalty: 6092.061035
	Iteration 22Q: 3 clusters Score -2.541138e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 213053 members 
Entering Unmasked Estep 
Score: -25411464.000000 Penalty: 6092.061035
	Iteration 23Q: 3 clusters Score -2.541146e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 213277 members 
Entering Unmasked Estep 
Score: -25411652.000000 Penalty: 6092.061035
	Iteration 24Q: 3 clusters Score -2.541165e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 213463 members 
Entering Unmasked Estep 
Score: -25411780.000000 Penalty: 6092.061035
	Iteration 25Q: 3 clusters Score -2.541178e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 213623 members 
Entering Unmasked Estep 
Score: -25411846.000000 Penalty: 6092.061035
	Iteration 26Q: 3 clusters Score -2.541185e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 213730 members 
Entering Unmasked Estep 
Score: -25411880.000000 Penalty: 6092.061035
	Iteration 27Q: 3 clusters Score -2.541188e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 213808 members 
Entering Unmasked Estep 
Score: -25411900.000000 Penalty: 6092.061035
	Iteration 28Q: 3 clusters Score -2.54119e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 213888 members 
Entering Unmasked Estep 
Score: -25411964.000000 Penalty: 6092.061035
	Iteration 29Q: 3 clusters Score -2.541196e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 213967 members 
Entering Unmasked Estep 
Score: -25412000.000000 Penalty: 6092.061035
	Iteration 30Q: 3 clusters Score -2.5412e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 214047 members 
Entering Unmasked Estep 
Score: -25412056.000000 Penalty: 6092.061035
	Iteration 31Q: 3 clusters Score -2.541206e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 214107 members 
Entering Unmasked Estep 
Score: -25412130.000000 Penalty: 6092.061035
	Iteration 32Q: 3 clusters Score -2.541213e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 214164 members 
Entering Unmasked Estep 
Score: -25412158.000000 Penalty: 6092.061035
	Iteration 33Q: 3 clusters Score -2.541216e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 214216 members 
Entering Unmasked Estep 
Score: -25412160.000000 Penalty: 6092.061035
	Iteration 34Q: 3 clusters Score -2.541216e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 214267 members 
Entering Unmasked Estep 
Score: -25412142.000000 Penalty: 6092.061035
	Iteration 35Q: 3 clusters Score -2.541214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 214311 members 
Entering Unmasked Estep 
Score: -25412168.000000 Penalty: 6092.061035
	Iteration 36Q: 3 clusters Score -2.541217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 214348 members 
Entering Unmasked Estep 
Score: -25412188.000000 Penalty: 6092.061035
	Iteration 37Q: 3 clusters Score -2.541219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 214375 members 
Entering Unmasked Estep 
Score: -25412242.000000 Penalty: 6092.061035
	Iteration 38Q: 3 clusters Score -2.541224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 214386 members 
Entering Unmasked Estep 
Score: -25412232.000000 Penalty: 6092.061035
	Iteration 39Q: 3 clusters Score -2.541223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 214406 members 
Entering Unmasked Estep 
Score: -25412248.000000 Penalty: 6092.061035
	Iteration 40F: 3 clusters Score -2.541225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 214424 members 
Entering Unmasked Estep 
Score: -25412244.000000 Penalty: 6092.061035
	Iteration 41Q: 3 clusters Score -2.541224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 214439 members 
Entering Unmasked Estep 
Score: -25412262.000000 Penalty: 6092.061035
	Iteration 42Q: 3 clusters Score -2.541226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 214451 members 
Entering Unmasked Estep 
Score: -25412242.000000 Penalty: 6092.061035
	Iteration 43Q: 3 clusters Score -2.541224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 214460 members 
Entering Unmasked Estep 
Score: -25412250.000000 Penalty: 6092.061035
	Iteration 44Q: 3 clusters Score -2.541225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 214465 members 
Entering Unmasked Estep 
Score: -25412262.000000 Penalty: 6092.061035
	Iteration 45Q: 3 clusters Score -2.541226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 214469 members 
Entering Unmasked Estep 
Score: -25412278.000000 Penalty: 6092.061035
	Iteration 46Q: 3 clusters Score -2.541228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 214470 members 
Entering Unmasked Estep 
Score: -25412274.000000 Penalty: 6092.061035
	Iteration 47Q: 3 clusters Score -2.541227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 214473 members 
Entering Unmasked Estep 
Score: -25412286.000000 Penalty: 6092.061035
	Iteration 48Q: 3 clusters Score -2.541229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 214479 members 
Entering Unmasked Estep 
Score: -25412294.000000 Penalty: 6092.061035
	Iteration 49Q: 3 clusters Score -2.541229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 214479 members 
Entering Unmasked Estep 
Score: -25412298.000000 Penalty: 6092.061035
	Iteration 50Q: 3 clusters Score -2.54123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 214482 members 
Entering Unmasked Estep 
Score: -25412302.000000 Penalty: 6092.061035
	Iteration 51Q: 3 clusters Score -2.54123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 214485 members 
Entering Unmasked Estep 
Score: -25412300.000000 Penalty: 6092.061035
	Iteration 52Q: 3 clusters Score -2.54123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 214488 members 
Entering Unmasked Estep 
Score: -25412306.000000 Penalty: 6092.061035
	Iteration 53Q: 3 clusters Score -2.541231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 214490 members 
Entering Unmasked Estep 
Score: -25412310.000000 Penalty: 6092.061035
	Iteration 54Q: 3 clusters Score -2.541231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 214491 members 
Entering Unmasked Estep 
Score: -25412312.000000 Penalty: 6092.061035
	Iteration 55Q: 3 clusters Score -2.541231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 214494 members 
Entering Unmasked Estep 
Score: -25412290.000000 Penalty: 6092.061035
	Iteration 56Q: 3 clusters Score -2.541229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 214495 members 
Entering Unmasked Estep 
Score: -25412298.000000 Penalty: 6092.061035
	Iteration 57Q: 3 clusters Score -2.54123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 214494 members 
Entering Unmasked Estep 
Score: -25412294.000000 Penalty: 6092.061035
	Iteration 58Q: 3 clusters Score -2.541229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 214494 members 
Entering Unmasked Estep 
Score: -25412294.000000 Penalty: 6092.061035
	Iteration 59F: 3 clusters Score -2.541229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320032 members 
Mstep: Class 7 contains 76278 members 
Mstep: Class 8 contains 46731 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 22083 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 332969 members 
Mstep: Class 14 contains 59540 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 205775 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 18878 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 37854 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9438 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998416.000000 Penalty: 113423.679688
Iteration 479Q: 33 clusters Score -1.839984e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 320060 members 
Mstep: Class 7 contains 76268 members 
Mstep: Class 8 contains 46723 members 
Mstep: Class 9 contains 74136 members 
Mstep: Class 10 contains 22157 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51682 members 
Mstep: Class 13 contains 332916 members 
Mstep: Class 14 contains 59541 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 205791 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 18886 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37852 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998368.000000 Penalty: 113423.679688
Iteration 480F: 33 clusters Score -1.839984e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 320010 members 
Mstep: Class 7 contains 76251 members 
Mstep: Class 8 contains 46718 members 
Mstep: Class 9 contains 74133 members 
Mstep: Class 10 contains 22229 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51683 members 
Mstep: Class 13 contains 332922 members 
Mstep: Class 14 contains 59549 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205800 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 18891 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 9347 members 
Mstep: Class 23 contains 9527 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998544.000000 Penalty: 113423.679688
Iteration 481Q: 33 clusters Score -1.839985e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84104 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319976 members 
Mstep: Class 7 contains 76236 members 
Mstep: Class 8 contains 46723 members 
Mstep: Class 9 contains 74142 members 
Mstep: Class 10 contains 22295 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51681 members 
Mstep: Class 13 contains 332906 members 
Mstep: Class 14 contains 59555 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205799 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 18901 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37835 members 
Mstep: Class 21 contains 8673 members 
Mstep: Class 22 contains 9296 members 
Mstep: Class 23 contains 9523 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998592.000000 Penalty: 113423.679688
Iteration 482Q: 33 clusters Score -1.839986e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84107 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319937 members 
Mstep: Class 7 contains 76227 members 
Mstep: Class 8 contains 46734 members 
Mstep: Class 9 contains 74131 members 
Mstep: Class 10 contains 22354 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51673 members 
Mstep: Class 13 contains 332905 members 
Mstep: Class 14 contains 59558 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205813 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 18912 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37829 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998624.000000 Penalty: 113423.679688
Iteration 483Q: 33 clusters Score -1.839986e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84102 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319926 members 
Mstep: Class 7 contains 76217 members 
Mstep: Class 8 contains 46741 members 
Mstep: Class 9 contains 74119 members 
Mstep: Class 10 contains 22421 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51675 members 
Mstep: Class 13 contains 332899 members 
Mstep: Class 14 contains 59557 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205836 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 18919 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37819 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998576.000000 Penalty: 113423.679688
Iteration 484Q: 33 clusters Score -1.839986e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84098 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 319907 members 
Mstep: Class 7 contains 76206 members 
Mstep: Class 8 contains 46748 members 
Mstep: Class 9 contains 74115 members 
Mstep: Class 10 contains 22487 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51681 members 
Mstep: Class 13 contains 332880 members 
Mstep: Class 14 contains 59559 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 205845 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 18927 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37812 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 9110 members 
Mstep: Class 23 contains 9528 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 215989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998608.000000 Penalty: 113423.679688
Iteration 485Q: 33 clusters Score -1.839986e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84100 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 319910 members 
Mstep: Class 7 contains 76195 members 
Mstep: Class 8 contains 46759 members 
Mstep: Class 9 contains 74114 members 
Mstep: Class 10 contains 22562 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51691 members 
Mstep: Class 13 contains 332797 members 
Mstep: Class 14 contains 59550 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205868 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 18929 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37811 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 9041 members 
Mstep: Class 23 contains 9531 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998672.000000 Penalty: 113423.679688
Iteration 486Q: 33 clusters Score -1.839987e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 319895 members 
Mstep: Class 7 contains 76182 members 
Mstep: Class 8 contains 46760 members 
Mstep: Class 9 contains 74102 members 
Mstep: Class 10 contains 22624 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51694 members 
Mstep: Class 13 contains 332788 members 
Mstep: Class 14 contains 59557 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205877 members 
Mstep: Class 17 contains 2689 members 
Mstep: Class 18 contains 18932 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37806 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 9535 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 3554 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998352.000000 Penalty: 113423.679688
Iteration 487Q: 33 clusters Score -1.839984e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 319881 members 
Mstep: Class 7 contains 76161 members 
Mstep: Class 8 contains 46773 members 
Mstep: Class 9 contains 74095 members 
Mstep: Class 10 contains 22684 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51693 members 
Mstep: Class 13 contains 332787 members 
Mstep: Class 14 contains 59561 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 205891 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37803 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 8924 members 
Mstep: Class 23 contains 9541 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998592.000000 Penalty: 113423.679688
Iteration 488Q: 33 clusters Score -1.839986e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84103 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319875 members 
Mstep: Class 7 contains 76154 members 
Mstep: Class 8 contains 46785 members 
Mstep: Class 9 contains 74090 members 
Mstep: Class 10 contains 22750 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51686 members 
Mstep: Class 13 contains 332766 members 
Mstep: Class 14 contains 59563 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 205891 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 18943 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37791 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 8873 members 
Mstep: Class 23 contains 9546 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998688.000000 Penalty: 113423.679688
Iteration 489Q: 33 clusters Score -1.839987e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84106 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5729 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319854 members 
Mstep: Class 7 contains 76141 members 
Mstep: Class 8 contains 46794 members 
Mstep: Class 9 contains 74083 members 
Mstep: Class 10 contains 22804 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51681 members 
Mstep: Class 13 contains 332747 members 
Mstep: Class 14 contains 59571 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 205902 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37778 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 8823 members 
Mstep: Class 23 contains 9548 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998688.000000 Penalty: 113423.679688
Iteration 490Q: 33 clusters Score -1.839987e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319809 members 
Mstep: Class 7 contains 76117 members 
Mstep: Class 8 contains 46803 members 
Mstep: Class 9 contains 74080 members 
Mstep: Class 10 contains 22861 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51678 members 
Mstep: Class 13 contains 332753 members 
Mstep: Class 14 contains 59573 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 205878 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 18947 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37770 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 9556 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998608.000000 Penalty: 113423.679688
Iteration 491Q: 33 clusters Score -1.839986e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84106 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5754 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319742 members 
Mstep: Class 7 contains 76104 members 
Mstep: Class 8 contains 46820 members 
Mstep: Class 9 contains 74083 members 
Mstep: Class 10 contains 22925 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51680 members 
Mstep: Class 13 contains 332740 members 
Mstep: Class 14 contains 59570 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 205858 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 18944 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 37768 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 9556 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998544.000000 Penalty: 113423.679688
Iteration 492Q: 33 clusters Score -1.839985e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84107 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319653 members 
Mstep: Class 7 contains 76103 members 
Mstep: Class 8 contains 46839 members 
Mstep: Class 9 contains 74076 members 
Mstep: Class 10 contains 22982 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51681 members 
Mstep: Class 13 contains 332698 members 
Mstep: Class 14 contains 59567 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 205891 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37770 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 9558 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998752.000000 Penalty: 113423.679688
Iteration 493Q: 33 clusters Score -1.839988e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84107 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319525 members 
Mstep: Class 7 contains 76110 members 
Mstep: Class 8 contains 46842 members 
Mstep: Class 9 contains 74063 members 
Mstep: Class 10 contains 23025 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51676 members 
Mstep: Class 13 contains 332751 members 
Mstep: Class 14 contains 59549 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 205929 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 18944 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37760 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 8618 members 
Mstep: Class 23 contains 9567 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183999056.000000 Penalty: 113423.679688
Iteration 494Q: 33 clusters Score -1.839991e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84109 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319367 members 
Mstep: Class 7 contains 76105 members 
Mstep: Class 8 contains 46855 members 
Mstep: Class 9 contains 74059 members 
Mstep: Class 10 contains 23081 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51666 members 
Mstep: Class 13 contains 332797 members 
Mstep: Class 14 contains 59546 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 205970 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 18947 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37752 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 8576 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998848.000000 Penalty: 113423.679688
Iteration 495Q: 33 clusters Score -1.839988e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319277 members 
Mstep: Class 7 contains 76092 members 
Mstep: Class 8 contains 46854 members 
Mstep: Class 9 contains 74049 members 
Mstep: Class 10 contains 23148 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51667 members 
Mstep: Class 13 contains 332820 members 
Mstep: Class 14 contains 59535 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 206000 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 18954 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37736 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 8533 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998864.000000 Penalty: 113423.679688
Iteration 496Q: 33 clusters Score -1.839989e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84109 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5851 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319144 members 
Mstep: Class 7 contains 76081 members 
Mstep: Class 8 contains 46863 members 
Mstep: Class 9 contains 74051 members 
Mstep: Class 10 contains 23218 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51666 members 
Mstep: Class 13 contains 332831 members 
Mstep: Class 14 contains 59527 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 206016 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 18958 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37726 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 8491 members 
Mstep: Class 23 contains 9560 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5506 members 
Mstep: Class 27 contains 3552 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998816.000000 Penalty: 113423.679688
Iteration 497Q: 33 clusters Score -1.839988e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84109 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 319072 members 
Mstep: Class 7 contains 76066 members 
Mstep: Class 8 contains 46859 members 
Mstep: Class 9 contains 74038 members 
Mstep: Class 10 contains 23284 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51666 members 
Mstep: Class 13 contains 332820 members 
Mstep: Class 14 contains 59528 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 206041 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 18 contains 18958 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37698 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 8453 members 
Mstep: Class 23 contains 9564 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998784.000000 Penalty: 113423.679688
Iteration 498Q: 33 clusters Score -1.839988e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84107 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 318982 members 
Mstep: Class 7 contains 76039 members 
Mstep: Class 8 contains 46867 members 
Mstep: Class 9 contains 74025 members 
Mstep: Class 10 contains 23346 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51674 members 
Mstep: Class 13 contains 332807 members 
Mstep: Class 14 contains 59527 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 206078 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 18958 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37696 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 8411 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 6631 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3872 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998704.000000 Penalty: 113423.679688
Iteration 499Q: 33 clusters Score -1.839987e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 84105 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 318916 members 
Mstep: Class 7 contains 76027 members 
Mstep: Class 8 contains 46877 members 
Mstep: Class 9 contains 74022 members 
Mstep: Class 10 contains 23401 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 51682 members 
Mstep: Class 13 contains 332789 members 
Mstep: Class 14 contains 59512 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 206081 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 18 contains 18953 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 37689 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 826 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 6631 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3872 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 33 contains 216630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183998688.000000 Penalty: 113423.679688
Iteration 500F: 33 clusters Score -1.839987e+08 nChanged 1468
Maximum iterations exceeded
--- Evaluating fit on full set of 4832676 points ---
Entering Unmasked Estep 
Score: -567792640.000000 Penalty: 122142.273438
24->33 Clusters: Score -567792640.000000, best is -567779328.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1610892 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 67362 members 
Mstep: Class 3 contains 66985 members 
Mstep: Class 4 contains 66964 members 
Mstep: Class 5 contains 67552 members 
Mstep: Class 6 contains 66711 members 
Mstep: Class 7 contains 67165 members 
Mstep: Class 8 contains 67732 members 
Mstep: Class 9 contains 67234 members 
Mstep: Class 10 contains 67128 members 
Mstep: Class 11 contains 67327 members 
Mstep: Class 12 contains 66998 members 
Mstep: Class 13 contains 67603 members 
Mstep: Class 14 contains 66924 members 
Mstep: Class 15 contains 66524 members 
Mstep: Class 16 contains 66861 members 
Mstep: Class 17 contains 67430 members 
Mstep: Class 18 contains 66986 members 
Mstep: Class 19 contains 67040 members 
Mstep: Class 20 contains 67475 members 
Mstep: Class 21 contains 67114 members 
Mstep: Class 22 contains 66996 members 
Mstep: Class 23 contains 67076 members 
Mstep: Class 24 contains 66611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 104.102341 but Gain 3544.484375
Score: -176419200.000000 Penalty: 81523.273438
Iteration 0F: 24 clusters Score -1.764192e+08 nChanged 1539891
Entering Unmasked Mstep 
Mstep: Class 0 contains 4790 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 183232 members 
Mstep: Class 5 contains 166424 members 
Mstep: Class 6 contains 46892 members 
Mstep: Class 7 contains 17785 members 
Mstep: Class 8 contains 106145 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 17452 members 
Mstep: Class 12 contains 114371 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 12043 members 
Mstep: Class 15 contains 45736 members 
Mstep: Class 16 contains 17900 members 
Mstep: Class 17 contains 134880 members 
Mstep: Class 18 contains 117282 members 
Mstep: Class 19 contains 43882 members 
Mstep: Class 20 contains 70821 members 
Mstep: Class 21 contains 74861 members 
Mstep: Class 22 contains 10466 members 
Mstep: Class 23 contains 361513 members 
Mstep: Class 24 contains 32522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -181284672.000000 Penalty: 81523.273438
Iteration 1F: 24 clusters Score -1.812847e+08 nChanged 580764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4765 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9765 members 
Mstep: Class 3 contains 3252 members 
Mstep: Class 4 contains 179589 members 
Mstep: Class 5 contains 185294 members 
Mstep: Class 6 contains 29523 members 
Mstep: Class 7 contains 13934 members 
Mstep: Class 8 contains 67363 members 
Mstep: Class 9 contains 9506 members 
Mstep: Class 10 contains 18445 members 
Mstep: Class 12 contains 115159 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 10227 members 
Mstep: Class 15 contains 31215 members 
Mstep: Class 16 contains 9242 members 
Mstep: Class 17 contains 109247 members 
Mstep: Class 18 contains 92142 members 
Mstep: Class 19 contains 48793 members 
Mstep: Class 20 contains 57470 members 
Mstep: Class 21 contains 79744 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 499820 members 
Mstep: Class 24 contains 22012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2515.295166 but Gain 3544.492188
Score: -181899312.000000 Penalty: 77978.781250
Iteration 2F: 23 clusters Score -1.818993e+08 nChanged 414405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3003 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 226720 members 
Mstep: Class 5 contains 197296 members 
Mstep: Class 6 contains 20632 members 
Mstep: Class 7 contains 12552 members 
Mstep: Class 8 contains 47076 members 
Mstep: Class 9 contains 16250 members 
Mstep: Class 10 contains 24754 members 
Mstep: Class 12 contains 129949 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 22785 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 109916 members 
Mstep: Class 18 contains 86427 members 
Mstep: Class 19 contains 60809 members 
Mstep: Class 20 contains 54966 members 
Mstep: Class 21 contains 93727 members 
Mstep: Class 23 contains 442061 members 
Mstep: Class 24 contains 20268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182511792.000000 Penalty: 77978.781250
Iteration 3F: 23 clusters Score -1.825118e+08 nChanged 308559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2097 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3955 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 288789 members 
Mstep: Class 5 contains 186749 members 
Mstep: Class 6 contains 15189 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 32005 members 
Mstep: Class 9 contains 21601 members 
Mstep: Class 10 contains 30615 members 
Mstep: Class 12 contains 136158 members 
Mstep: Class 13 contains 9727 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 15625 members 
Mstep: Class 16 contains 3770 members 
Mstep: Class 17 contains 118810 members 
Mstep: Class 18 contains 87598 members 
Mstep: Class 19 contains 71901 members 
Mstep: Class 20 contains 50563 members 
Mstep: Class 21 contains 99908 members 
Mstep: Class 23 contains 382684 members 
Mstep: Class 24 contains 19517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -182880144.000000 Penalty: 77978.781250
Iteration 4F: 23 clusters Score -1.828801e+08 nChanged 249165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1221 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 9051 members 
Mstep: Class 4 contains 350150 members 
Mstep: Class 5 contains 162416 members 
Mstep: Class 6 contains 12343 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 20679 members 
Mstep: Class 9 contains 23817 members 
Mstep: Class 10 contains 36053 members 
Mstep: Class 12 contains 132471 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 131272 members 
Mstep: Class 18 contains 88327 members 
Mstep: Class 19 contains 79073 members 
Mstep: Class 20 contains 46609 members 
Mstep: Class 21 contains 100359 members 
Mstep: Class 23 contains 346408 members 
Mstep: Class 24 contains 19187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183187664.000000 Penalty: 77978.781250
Iteration 5F: 23 clusters Score -1.831877e+08 nChanged 224923
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 10602 members 
Mstep: Class 4 contains 411554 members 
Mstep: Class 5 contains 141453 members 
Mstep: Class 6 contains 10537 members 
Mstep: Class 7 contains 7115 members 
Mstep: Class 8 contains 14140 members 
Mstep: Class 9 contains 24169 members 
Mstep: Class 10 contains 42076 members 
Mstep: Class 12 contains 125480 members 
Mstep: Class 13 contains 11414 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 146461 members 
Mstep: Class 18 contains 87678 members 
Mstep: Class 19 contains 83075 members 
Mstep: Class 20 contains 45781 members 
Mstep: Class 21 contains 101899 members 
Mstep: Class 23 contains 298885 members 
Mstep: Class 24 contains 19715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183301984.000000 Penalty: 77978.781250
Iteration 6F: 23 clusters Score -1.83302e+08 nChanged 212357
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 413130 members 
Mstep: Class 5 contains 127384 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 5701 members 
Mstep: Class 8 contains 11260 members 
Mstep: Class 9 contains 24018 members 
Mstep: Class 10 contains 47975 members 
Mstep: Class 12 contains 121416 members 
Mstep: Class 13 contains 11525 members 
Mstep: Class 14 contains 13372 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 167965 members 
Mstep: Class 18 contains 86200 members 
Mstep: Class 19 contains 85707 members 
Mstep: Class 20 contains 47500 members 
Mstep: Class 21 contains 104709 members 
Mstep: Class 23 contains 286858 members 
Mstep: Class 24 contains 20841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183389456.000000 Penalty: 77978.781250
Iteration 7F: 23 clusters Score -1.833895e+08 nChanged 156761
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 387385 members 
Mstep: Class 5 contains 117681 members 
Mstep: Class 6 contains 8220 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 23640 members 
Mstep: Class 10 contains 53093 members 
Mstep: Class 12 contains 118091 members 
Mstep: Class 13 contains 11553 members 
Mstep: Class 14 contains 15282 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 195730 members 
Mstep: Class 18 contains 83028 members 
Mstep: Class 19 contains 87852 members 
Mstep: Class 20 contains 50990 members 
Mstep: Class 21 contains 107969 members 
Mstep: Class 23 contains 288290 members 
Mstep: Class 24 contains 22259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3426.417236 but Gain 3544.492188
Score: -183492592.000000 Penalty: 74434.289062
Iteration 8F: 22 clusters Score -1.834926e+08 nChanged 131151
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 10781 members 
Mstep: Class 4 contains 365166 members 
Mstep: Class 5 contains 110003 members 
Mstep: Class 6 contains 7263 members 
Mstep: Class 7 contains 4135 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 22974 members 
Mstep: Class 10 contains 57754 members 
Mstep: Class 12 contains 112842 members 
Mstep: Class 13 contains 11456 members 
Mstep: Class 14 contains 17460 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 226196 members 
Mstep: Class 18 contains 78626 members 
Mstep: Class 19 contains 89330 members 
Mstep: Class 20 contains 54993 members 
Mstep: Class 21 contains 110795 members 
Mstep: Class 23 contains 286719 members 
Mstep: Class 24 contains 23614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183580256.000000 Penalty: 74434.289062
Iteration 9F: 22 clusters Score -1.835803e+08 nChanged 110093
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 10425 members 
Mstep: Class 4 contains 348242 members 
Mstep: Class 5 contains 103364 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 21188 members 
Mstep: Class 10 contains 61625 members 
Mstep: Class 12 contains 106690 members 
Mstep: Class 13 contains 11155 members 
Mstep: Class 14 contains 18614 members 
Mstep: Class 16 contains 4770 members 
Mstep: Class 17 contains 256493 members 
Mstep: Class 18 contains 74274 members 
Mstep: Class 19 contains 90051 members 
Mstep: Class 20 contains 59069 members 
Mstep: Class 21 contains 112512 members 
Mstep: Class 23 contains 281577 members 
Mstep: Class 24 contains 24644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183643808.000000 Penalty: 74434.289062
Iteration 10F: 22 clusters Score -1.836438e+08 nChanged 93793
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 10165 members 
Mstep: Class 4 contains 336481 members 
Mstep: Class 5 contains 97140 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 18881 members 
Mstep: Class 10 contains 65186 members 
Mstep: Class 12 contains 100159 members 
Mstep: Class 13 contains 10634 members 
Mstep: Class 14 contains 19345 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 285414 members 
Mstep: Class 18 contains 70733 members 
Mstep: Class 19 contains 90473 members 
Mstep: Class 20 contains 62980 members 
Mstep: Class 21 contains 113818 members 
Mstep: Class 23 contains 273776 members 
Mstep: Class 24 contains 25496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183692656.000000 Penalty: 74434.289062
Iteration 11F: 22 clusters Score -1.836927e+08 nChanged 79416
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 10012 members 
Mstep: Class 4 contains 328982 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 10155 members 
Mstep: Class 9 contains 16075 members 
Mstep: Class 10 contains 68674 members 
Mstep: Class 12 contains 94097 members 
Mstep: Class 13 contains 9945 members 
Mstep: Class 14 contains 19776 members 
Mstep: Class 16 contains 4966 members 
Mstep: Class 17 contains 311679 members 
Mstep: Class 18 contains 68418 members 
Mstep: Class 19 contains 90635 members 
Mstep: Class 20 contains 66656 members 
Mstep: Class 21 contains 114711 members 
Mstep: Class 23 contains 263920 members 
Mstep: Class 24 contains 26385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183727088.000000 Penalty: 74434.289062
Iteration 12Q: 22 clusters Score -1.837271e+08 nChanged 70714
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 322637 members 
Mstep: Class 5 contains 85277 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 10502 members 
Mstep: Class 9 contains 13113 members 
Mstep: Class 10 contains 72012 members 
Mstep: Class 12 contains 88607 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 20048 members 
Mstep: Class 16 contains 5089 members 
Mstep: Class 17 contains 337828 members 
Mstep: Class 18 contains 67279 members 
Mstep: Class 19 contains 90760 members 
Mstep: Class 20 contains 70157 members 
Mstep: Class 21 contains 115264 members 
Mstep: Class 23 contains 251647 members 
Mstep: Class 24 contains 27246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183754208.000000 Penalty: 74434.289062
Iteration 13Q: 22 clusters Score -1.837542e+08 nChanged 76033
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 9735 members 
Mstep: Class 4 contains 315183 members 
Mstep: Class 5 contains 79880 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 10839 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 75273 members 
Mstep: Class 12 contains 82876 members 
Mstep: Class 13 contains 8411 members 
Mstep: Class 14 contains 20247 members 
Mstep: Class 16 contains 5169 members 
Mstep: Class 17 contains 369179 members 
Mstep: Class 18 contains 67233 members 
Mstep: Class 19 contains 90882 members 
Mstep: Class 20 contains 73495 members 
Mstep: Class 21 contains 116164 members 
Mstep: Class 23 contains 233937 members 
Mstep: Class 24 contains 28128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183754128.000000 Penalty: 74434.289062
Iteration 14Q: 22 clusters Score -1.837541e+08 nChanged 79703
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 9593 members 
Mstep: Class 4 contains 308852 members 
Mstep: Class 5 contains 75464 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 11222 members 
Mstep: Class 9 contains 7401 members 
Mstep: Class 10 contains 78167 members 
Mstep: Class 12 contains 78504 members 
Mstep: Class 13 contains 7851 members 
Mstep: Class 14 contains 20411 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 395839 members 
Mstep: Class 18 contains 68952 members 
Mstep: Class 19 contains 91018 members 
Mstep: Class 20 contains 76850 members 
Mstep: Class 21 contains 117934 members 
Mstep: Class 23 contains 214579 members 
Mstep: Class 24 contains 29038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183733088.000000 Penalty: 74434.289062
Iteration 15Q: 22 clusters Score -1.837331e+08 nChanged 74188
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 306472 members 
Mstep: Class 5 contains 72185 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 11648 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 80518 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 7502 members 
Mstep: Class 14 contains 20498 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 407477 members 
Mstep: Class 18 contains 72207 members 
Mstep: Class 19 contains 91204 members 
Mstep: Class 20 contains 80767 members 
Mstep: Class 21 contains 120917 members 
Mstep: Class 23 contains 199565 members 
Mstep: Class 24 contains 29843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183720864.000000 Penalty: 74434.289062
Iteration 16Q: 22 clusters Score -1.837209e+08 nChanged 60151
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 307776 members 
Mstep: Class 5 contains 69593 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 5024 members 
Mstep: Class 8 contains 12054 members 
Mstep: Class 9 contains 3686 members 
Mstep: Class 10 contains 82220 members 
Mstep: Class 12 contains 75329 members 
Mstep: Class 13 contains 7333 members 
Mstep: Class 14 contains 20533 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 405816 members 
Mstep: Class 18 contains 75242 members 
Mstep: Class 19 contains 91312 members 
Mstep: Class 20 contains 85104 members 
Mstep: Class 21 contains 124477 members 
Mstep: Class 23 contains 191184 members 
Mstep: Class 24 contains 30683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183722912.000000 Penalty: 74434.289062
Iteration 17Q: 22 clusters Score -1.837229e+08 nChanged 47453
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 9264 members 
Mstep: Class 4 contains 310428 members 
Mstep: Class 5 contains 67498 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 12413 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 83280 members 
Mstep: Class 12 contains 75352 members 
Mstep: Class 13 contains 7268 members 
Mstep: Class 14 contains 20605 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 397732 members 
Mstep: Class 18 contains 77599 members 
Mstep: Class 19 contains 91372 members 
Mstep: Class 20 contains 89384 members 
Mstep: Class 21 contains 128346 members 
Mstep: Class 23 contains 186700 members 
Mstep: Class 24 contains 31678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183738000.000000 Penalty: 74434.289062
Iteration 18Q: 22 clusters Score -1.83738e+08 nChanged 39150
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 9178 members 
Mstep: Class 4 contains 312902 members 
Mstep: Class 5 contains 65762 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 83923 members 
Mstep: Class 12 contains 75816 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 20705 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 388002 members 
Mstep: Class 18 contains 79248 members 
Mstep: Class 19 contains 91391 members 
Mstep: Class 20 contains 93565 members 
Mstep: Class 21 contains 131964 members 
Mstep: Class 23 contains 184361 members 
Mstep: Class 24 contains 32721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183755040.000000 Penalty: 74434.289062
Iteration 19Q: 22 clusters Score -1.83755e+08 nChanged 34533
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 9122 members 
Mstep: Class 4 contains 314646 members 
Mstep: Class 5 contains 64139 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 5207 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 1914 members 
Mstep: Class 10 contains 84256 members 
Mstep: Class 12 contains 76702 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 20781 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 378481 members 
Mstep: Class 18 contains 80325 members 
Mstep: Class 19 contains 91287 members 
Mstep: Class 20 contains 97469 members 
Mstep: Class 21 contains 135488 members 
Mstep: Class 23 contains 183135 members 
Mstep: Class 24 contains 33863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183774704.000000 Penalty: 74434.289062
Iteration 20F: 22 clusters Score -1.837747e+08 nChanged 33567
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 9076 members 
Mstep: Class 4 contains 314419 members 
Mstep: Class 5 contains 62544 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 5585 members 
Mstep: Class 8 contains 13056 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 84519 members 
Mstep: Class 12 contains 77748 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 20723 members 
Mstep: Class 16 contains 6191 members 
Mstep: Class 17 contains 371003 members 
Mstep: Class 18 contains 80898 members 
Mstep: Class 19 contains 91192 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 138708 members 
Mstep: Class 23 contains 182412 members 
Mstep: Class 24 contains 35315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183792448.000000 Penalty: 74434.289062
Iteration 21Q: 22 clusters Score -1.837924e+08 nChanged 31797
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 313749 members 
Mstep: Class 5 contains 61067 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 13178 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 84730 members 
Mstep: Class 12 contains 78911 members 
Mstep: Class 13 contains 6901 members 
Mstep: Class 14 contains 20571 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 17 contains 364073 members 
Mstep: Class 18 contains 81180 members 
Mstep: Class 19 contains 91012 members 
Mstep: Class 20 contains 104270 members 
Mstep: Class 21 contains 141669 members 
Mstep: Class 23 contains 182091 members 
Mstep: Class 24 contains 37090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183809184.000000 Penalty: 74434.289062
Iteration 22Q: 22 clusters Score -1.838092e+08 nChanged 30338
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 312659 members 
Mstep: Class 5 contains 59598 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 13272 members 
Mstep: Class 9 contains 1427 members 
Mstep: Class 10 contains 84925 members 
Mstep: Class 12 contains 80033 members 
Mstep: Class 13 contains 6748 members 
Mstep: Class 14 contains 20432 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 358192 members 
Mstep: Class 18 contains 81189 members 
Mstep: Class 19 contains 90812 members 
Mstep: Class 20 contains 107133 members 
Mstep: Class 21 contains 144332 members 
Mstep: Class 23 contains 181922 members 
Mstep: Class 24 contains 39111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183824256.000000 Penalty: 74434.289062
Iteration 23Q: 22 clusters Score -1.838243e+08 nChanged 28722
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 311229 members 
Mstep: Class 5 contains 58249 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 8 contains 13359 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 85055 members 
Mstep: Class 12 contains 81029 members 
Mstep: Class 13 contains 6608 members 
Mstep: Class 14 contains 20549 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 353223 members 
Mstep: Class 18 contains 81098 members 
Mstep: Class 19 contains 90495 members 
Mstep: Class 20 contains 109580 members 
Mstep: Class 21 contains 146743 members 
Mstep: Class 23 contains 181897 members 
Mstep: Class 24 contains 41248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183835072.000000 Penalty: 74434.289062
Iteration 24Q: 22 clusters Score -1.838351e+08 nChanged 26376
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9007 members 
Mstep: Class 4 contains 309308 members 
Mstep: Class 5 contains 56945 members 
Mstep: Class 6 contains 1803 members 
Mstep: Class 7 contains 6507 members 
Mstep: Class 8 contains 13411 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 85098 members 
Mstep: Class 12 contains 81916 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 20708 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 349317 members 
Mstep: Class 18 contains 80978 members 
Mstep: Class 19 contains 90229 members 
Mstep: Class 20 contains 111660 members 
Mstep: Class 21 contains 148719 members 
Mstep: Class 23 contains 182176 members 
Mstep: Class 24 contains 43475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183843712.000000 Penalty: 74434.289062
Iteration 25Q: 22 clusters Score -1.838437e+08 nChanged 24336
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9003 members 
Mstep: Class 4 contains 306799 members 
Mstep: Class 5 contains 55783 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 13412 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 85138 members 
Mstep: Class 12 contains 82994 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 20877 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 346217 members 
Mstep: Class 18 contains 80841 members 
Mstep: Class 19 contains 89847 members 
Mstep: Class 20 contains 113362 members 
Mstep: Class 21 contains 150469 members 
Mstep: Class 23 contains 182722 members 
Mstep: Class 24 contains 45652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183849088.000000 Penalty: 74434.289062
Iteration 26Q: 22 clusters Score -1.838491e+08 nChanged 23029
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9018 members 
Mstep: Class 4 contains 303891 members 
Mstep: Class 5 contains 54678 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 13416 members 
Mstep: Class 9 contains 1375 members 
Mstep: Class 10 contains 85124 members 
Mstep: Class 12 contains 84103 members 
Mstep: Class 13 contains 6200 members 
Mstep: Class 14 contains 21030 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 343729 members 
Mstep: Class 18 contains 80673 members 
Mstep: Class 19 contains 89398 members 
Mstep: Class 20 contains 114848 members 
Mstep: Class 21 contains 152037 members 
Mstep: Class 23 contains 183373 members 
Mstep: Class 24 contains 47925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183852160.000000 Penalty: 74434.289062
Iteration 27Q: 22 clusters Score -1.838522e+08 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9018 members 
Mstep: Class 4 contains 300452 members 
Mstep: Class 5 contains 53659 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 13374 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 85101 members 
Mstep: Class 12 contains 85316 members 
Mstep: Class 13 contains 6074 members 
Mstep: Class 14 contains 21119 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 342076 members 
Mstep: Class 18 contains 80479 members 
Mstep: Class 19 contains 88876 members 
Mstep: Class 20 contains 116150 members 
Mstep: Class 21 contains 153404 members 
Mstep: Class 23 contains 184177 members 
Mstep: Class 24 contains 50147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183854272.000000 Penalty: 74434.289062
Iteration 28Q: 22 clusters Score -1.838543e+08 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9009 members 
Mstep: Class 4 contains 296708 members 
Mstep: Class 5 contains 52791 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 13356 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 85090 members 
Mstep: Class 12 contains 86626 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 14 contains 21162 members 
Mstep: Class 16 contains 6685 members 
Mstep: Class 17 contains 340622 members 
Mstep: Class 18 contains 80336 members 
Mstep: Class 19 contains 88309 members 
Mstep: Class 20 contains 117277 members 
Mstep: Class 21 contains 154629 members 
Mstep: Class 23 contains 185202 members 
Mstep: Class 24 contains 52370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183856496.000000 Penalty: 74434.289062
Iteration 29Q: 22 clusters Score -1.838565e+08 nChanged 20855
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9009 members 
Mstep: Class 4 contains 292645 members 
Mstep: Class 5 contains 51981 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 13345 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 85082 members 
Mstep: Class 12 contains 88366 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 21198 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 339054 members 
Mstep: Class 18 contains 80252 members 
Mstep: Class 19 contains 87713 members 
Mstep: Class 20 contains 118287 members 
Mstep: Class 21 contains 155659 members 
Mstep: Class 23 contains 186431 members 
Mstep: Class 24 contains 54574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183858176.000000 Penalty: 74434.289062
Iteration 30Q: 22 clusters Score -1.838582e+08 nChanged 19418
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 288421 members 
Mstep: Class 5 contains 51229 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 13334 members 
Mstep: Class 9 contains 1441 members 
Mstep: Class 10 contains 85083 members 
Mstep: Class 12 contains 90593 members 
Mstep: Class 13 contains 5774 members 
Mstep: Class 14 contains 21214 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 337513 members 
Mstep: Class 18 contains 80143 members 
Mstep: Class 19 contains 87091 members 
Mstep: Class 20 contains 119101 members 
Mstep: Class 21 contains 156551 members 
Mstep: Class 23 contains 187763 members 
Mstep: Class 24 contains 56611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183861264.000000 Penalty: 74434.289062
Iteration 31Q: 22 clusters Score -1.838613e+08 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9004 members 
Mstep: Class 4 contains 284433 members 
Mstep: Class 5 contains 50536 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 6432 members 
Mstep: Class 8 contains 13340 members 
Mstep: Class 9 contains 1462 members 
Mstep: Class 10 contains 85068 members 
Mstep: Class 12 contains 93149 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 21186 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 335772 members 
Mstep: Class 18 contains 80046 members 
Mstep: Class 19 contains 86441 members 
Mstep: Class 20 contains 119784 members 
Mstep: Class 21 contains 157380 members 
Mstep: Class 23 contains 189050 members 
Mstep: Class 24 contains 58511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183864672.000000 Penalty: 74434.289062
Iteration 32Q: 22 clusters Score -1.838647e+08 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 280657 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 13336 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 85050 members 
Mstep: Class 12 contains 96006 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 21158 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 334099 members 
Mstep: Class 18 contains 79955 members 
Mstep: Class 19 contains 85715 members 
Mstep: Class 20 contains 120358 members 
Mstep: Class 21 contains 158037 members 
Mstep: Class 23 contains 190313 members 
Mstep: Class 24 contains 60186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183867392.000000 Penalty: 74434.289062
Iteration 33Q: 22 clusters Score -1.838674e+08 nChanged 15676
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 277055 members 
Mstep: Class 5 contains 49244 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 13331 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 85026 members 
Mstep: Class 12 contains 99051 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 21114 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 332547 members 
Mstep: Class 18 contains 79882 members 
Mstep: Class 19 contains 84942 members 
Mstep: Class 20 contains 120829 members 
Mstep: Class 21 contains 158522 members 
Mstep: Class 23 contains 191524 members 
Mstep: Class 24 contains 61699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183870512.000000 Penalty: 74434.289062
Iteration 34Q: 22 clusters Score -1.838705e+08 nChanged 14834
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 273517 members 
Mstep: Class 5 contains 48704 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 13352 members 
Mstep: Class 9 contains 1500 members 
Mstep: Class 10 contains 84999 members 
Mstep: Class 12 contains 102299 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 21068 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 331082 members 
Mstep: Class 18 contains 79845 members 
Mstep: Class 19 contains 84160 members 
Mstep: Class 20 contains 121155 members 
Mstep: Class 21 contains 158865 members 
Mstep: Class 23 contains 192667 members 
Mstep: Class 24 contains 63085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183872688.000000 Penalty: 74434.289062
Iteration 35Q: 22 clusters Score -1.838727e+08 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 9004 members 
Mstep: Class 4 contains 270050 members 
Mstep: Class 5 contains 48168 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 13314 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 84985 members 
Mstep: Class 12 contains 105598 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 21027 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 329876 members 
Mstep: Class 18 contains 79848 members 
Mstep: Class 19 contains 83339 members 
Mstep: Class 20 contains 121340 members 
Mstep: Class 21 contains 159101 members 
Mstep: Class 23 contains 193851 members 
Mstep: Class 24 contains 64337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183874048.000000 Penalty: 74434.289062
Iteration 36Q: 22 clusters Score -1.83874e+08 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 4 contains 266579 members 
Mstep: Class 5 contains 47667 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 13297 members 
Mstep: Class 9 contains 1511 members 
Mstep: Class 10 contains 84986 members 
Mstep: Class 12 contains 108968 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 20973 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 328784 members 
Mstep: Class 18 contains 79918 members 
Mstep: Class 19 contains 82503 members 
Mstep: Class 20 contains 121441 members 
Mstep: Class 21 contains 159201 members 
Mstep: Class 23 contains 195117 members 
Mstep: Class 24 contains 65428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183877312.000000 Penalty: 74434.289062
Iteration 37Q: 22 clusters Score -1.838773e+08 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 263338 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 13277 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 84981 members 
Mstep: Class 12 contains 112458 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 20908 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 327792 members 
Mstep: Class 18 contains 80007 members 
Mstep: Class 19 contains 81556 members 
Mstep: Class 20 contains 121430 members 
Mstep: Class 21 contains 159134 members 
Mstep: Class 23 contains 196431 members 
Mstep: Class 24 contains 66423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183879248.000000 Penalty: 74434.289062
Iteration 38Q: 22 clusters Score -1.838792e+08 nChanged 12343
Entering ConstructFrom: 
Score: -183879248.000000 Penalty: 74434.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -253534.875000 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -253534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250712.015625 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -250712 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -252738.625000 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -252738.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -256079.187500 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -256079.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -259133.937500 Penalty: 3897.310547
	Iteration 3F: 3 clusters Score -259133.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -261060.375000 Penalty: 3897.310547
	Iteration 4F: 3 clusters Score -261060.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -262024.593750 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -262024.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -262909.093750 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -262909.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -263405.125000 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -263405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -263846.125000 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -263846.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263949.250000 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -263949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -263990.000000 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -263990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -264002.250000 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -264002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -264011.281250 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -264011.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -264017.875000 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -264017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -264025.093750 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -264025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -264047.437500 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -264047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -264132.843750 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -264132.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -264487.062500 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -264487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -264965.656250 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -264965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -264980.406250 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -264980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -264980.406250 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -264980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 260214 members 
Mstep: Class 5 contains 46675 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 84984 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 116014 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 326840 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 80610 members 
Mstep: Class 20 contains 121324 members 
Mstep: Class 21 contains 158973 members 
Mstep: Class 23 contains 197746 members 
Mstep: Class 24 contains 67346 members 
Entering Unmasked Estep 
Score: -183894912.000000 Penalty: 77978.781250
Splitting cluster 1 changes total score from -183879248.000000 to -183894912.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -269114.031250 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -269114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -266237.375000 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -266237.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268788.218750 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -268788.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -272308.437500 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -272308.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -274961.843750 Penalty: 3918.715820
	Iteration 3F: 3 clusters Score -274961.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -276994.031250 Penalty: 3918.715820
	Iteration 4F: 3 clusters Score -276994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -277591.250000 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -277591.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -278331.312500 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -278331.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -279143.968750 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -279144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279720.687500 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -279720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -279723.031250 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -279723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -279723.031250 Penalty: 3918.715820
	Iteration 10F: 3 clusters Score -279723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 260214 members 
Mstep: Class 5 contains 46675 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 84984 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 116014 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 326840 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 80610 members 
Mstep: Class 20 contains 121324 members 
Mstep: Class 21 contains 158973 members 
Mstep: Class 23 contains 197746 members 
Mstep: Class 24 contains 67346 members 
Entering Unmasked Estep 
Score: -183910304.000000 Penalty: 81523.273438
Splitting cluster 2 changes total score from -183879248.000000 to -183910304.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -1020705.000000 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -1020705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1013682.187500 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -1013682 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1015691.062500 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -1015691 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1016006.125000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -1016006 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1016258.375000 Penalty: 4515.794434
	Iteration 3F: 3 clusters Score -1016258 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1016493.687500 Penalty: 4515.794434
	Iteration 4Q: 3 clusters Score -1016494 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1016783.500000 Penalty: 4515.794434
	Iteration 5Q: 3 clusters Score -1016784 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1017244.500000 Penalty: 4515.794434
	Iteration 6F: 3 clusters Score -1017244 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1017833.500000 Penalty: 4515.794434
	Iteration 7F: 3 clusters Score -1017834 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1018382.125000 Penalty: 4515.794434
	Iteration 8F: 3 clusters Score -1018382 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1018881.625000 Penalty: 4515.794434
	Iteration 9F: 3 clusters Score -1018882 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1019214.562500 Penalty: 4515.794434
	Iteration 10F: 3 clusters Score -1019215 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1019415.187500 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -1019415 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1019514.500000 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -1019514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1019559.187500 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -1019559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1019585.000000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -1019585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1019603.000000 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -1019603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1019618.437500 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -1019618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1019626.812500 Penalty: 4515.794434
	Iteration 17Q: 3 clusters Score -1019627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1019634.312500 Penalty: 4515.794434
	Iteration 18Q: 3 clusters Score -1019634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1019640.375000 Penalty: 4515.794434
	Iteration 19Q: 3 clusters Score -1019640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1019642.562500 Penalty: 4515.794434
	Iteration 20F: 3 clusters Score -1019643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1019646.312500 Penalty: 4515.794434
	Iteration 21Q: 3 clusters Score -1019646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1019648.562500 Penalty: 4515.794434
	Iteration 22Q: 3 clusters Score -1019649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1019654.437500 Penalty: 4515.794434
	Iteration 23Q: 3 clusters Score -1019654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1019655.750000 Penalty: 4515.794434
	Iteration 24Q: 3 clusters Score -1019656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1019658.375000 Penalty: 4515.794434
	Iteration 25Q: 3 clusters Score -1019658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1019661.562500 Penalty: 4515.794434
	Iteration 26Q: 3 clusters Score -1019662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1019662.625000 Penalty: 4515.794434
	Iteration 27Q: 3 clusters Score -1019663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1019663.125000 Penalty: 4515.794434
	Iteration 28Q: 3 clusters Score -1019663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1019666.250000 Penalty: 4515.794434
	Iteration 29Q: 3 clusters Score -1019666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1019668.250000 Penalty: 4515.794434
	Iteration 30Q: 3 clusters Score -1019668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1019667.562500 Penalty: 4515.794434
	Iteration 31Q: 3 clusters Score -1019668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1019669.375000 Penalty: 4515.794434
	Iteration 32Q: 3 clusters Score -1019669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1019668.937500 Penalty: 4515.794434
	Iteration 33Q: 3 clusters Score -1019669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1019669.125000 Penalty: 4515.794434
	Iteration 34Q: 3 clusters Score -1019669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1019669.125000 Penalty: 4515.794434
	Iteration 35F: 3 clusters Score -1019669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (260214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260214 members 
Entering Unmasked Estep 
Score: -30480806.000000 Penalty: 3092.376221
	Iteration 0F: 2 clusters Score -3.048081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 129817 members 
Entering Unmasked Estep 
Score: -30317388.000000 Penalty: 6184.752441
	Iteration 0F: 3 clusters Score -3.031739e+07 nChanged 125324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -30391572.000000 Penalty: 6184.752441
	Iteration 1F: 3 clusters Score -3.039157e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136692 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -30393470.000000 Penalty: 6184.752441
	Iteration 2Q: 3 clusters Score -3.039347e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -30396644.000000 Penalty: 6184.752441
	Iteration 3Q: 3 clusters Score -3.039664e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -30402026.000000 Penalty: 6184.752441
	Iteration 4Q: 3 clusters Score -3.040203e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 111287 members 
Entering Unmasked Estep 
Score: -30409846.000000 Penalty: 6184.752441
	Iteration 5Q: 3 clusters Score -3.040985e+07 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -30419248.000000 Penalty: 6184.752441
	Iteration 6F: 3 clusters Score -3.041925e+07 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -30429062.000000 Penalty: 6184.752441
	Iteration 7F: 3 clusters Score -3.042906e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -30438396.000000 Penalty: 6184.752441
	Iteration 8F: 3 clusters Score -3.04384e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -30445824.000000 Penalty: 6184.752441
	Iteration 9F: 3 clusters Score -3.044582e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173094 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -30450770.000000 Penalty: 6184.752441
	Iteration 10Q: 3 clusters Score -3.045077e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -30453894.000000 Penalty: 6184.752441
	Iteration 11Q: 3 clusters Score -3.045389e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176362 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -30455644.000000 Penalty: 6184.752441
	Iteration 12Q: 3 clusters Score -3.045564e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -30456528.000000 Penalty: 6184.752441
	Iteration 13Q: 3 clusters Score -3.045653e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177876 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -30456734.000000 Penalty: 6184.752441
	Iteration 14Q: 3 clusters Score -3.045673e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -30456994.000000 Penalty: 6184.752441
	Iteration 15Q: 3 clusters Score -3.045699e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178830 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -30457356.000000 Penalty: 6184.752441
	Iteration 16Q: 3 clusters Score -3.045736e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179304 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -30457592.000000 Penalty: 6184.752441
	Iteration 17Q: 3 clusters Score -3.045759e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179688 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -30457732.000000 Penalty: 6184.752441
	Iteration 18Q: 3 clusters Score -3.045773e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -30457982.000000 Penalty: 6184.752441
	Iteration 19Q: 3 clusters Score -3.045798e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180089 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -30458192.000000 Penalty: 6184.752441
	Iteration 20F: 3 clusters Score -3.045819e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -30458228.000000 Penalty: 6184.752441
	Iteration 21Q: 3 clusters Score -3.045823e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -30458466.000000 Penalty: 6184.752441
	Iteration 22Q: 3 clusters Score -3.045847e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180225 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -30458582.000000 Penalty: 6184.752441
	Iteration 23Q: 3 clusters Score -3.045858e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180202 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -30458606.000000 Penalty: 6184.752441
	Iteration 24Q: 3 clusters Score -3.045861e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180112 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -30458708.000000 Penalty: 6184.752441
	Iteration 25Q: 3 clusters Score -3.045871e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179993 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -30458814.000000 Penalty: 6184.752441
	Iteration 26Q: 3 clusters Score -3.045881e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -30458910.000000 Penalty: 6184.752441
	Iteration 27Q: 3 clusters Score -3.045891e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -30459006.000000 Penalty: 6184.752441
	Iteration 28Q: 3 clusters Score -3.045901e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179370 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -30459040.000000 Penalty: 6184.752441
	Iteration 29Q: 3 clusters Score -3.045904e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179155 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -30459046.000000 Penalty: 6184.752441
	Iteration 30Q: 3 clusters Score -3.045905e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178907 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -30459190.000000 Penalty: 6184.752441
	Iteration 31Q: 3 clusters Score -3.045919e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178646 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -30459178.000000 Penalty: 6184.752441
	Iteration 32Q: 3 clusters Score -3.045918e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178374 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -30459300.000000 Penalty: 6184.752441
	Iteration 33Q: 3 clusters Score -3.04593e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178120 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -30459328.000000 Penalty: 6184.752441
	Iteration 34Q: 3 clusters Score -3.045933e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -30459364.000000 Penalty: 6184.752441
	Iteration 35Q: 3 clusters Score -3.045936e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -30459332.000000 Penalty: 6184.752441
	Iteration 36Q: 3 clusters Score -3.045933e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177234 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -30459296.000000 Penalty: 6184.752441
	Iteration 37Q: 3 clusters Score -3.04593e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176924 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -30459326.000000 Penalty: 6184.752441
	Iteration 38Q: 3 clusters Score -3.045933e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -30459362.000000 Penalty: 6184.752441
	Iteration 39Q: 3 clusters Score -3.045936e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -30459386.000000 Penalty: 6184.752441
	Iteration 40F: 3 clusters Score -3.045939e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -30459408.000000 Penalty: 6184.752441
	Iteration 41Q: 3 clusters Score -3.045941e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -30459428.000000 Penalty: 6184.752441
	Iteration 42Q: 3 clusters Score -3.045943e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175372 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -30459416.000000 Penalty: 6184.752441
	Iteration 43Q: 3 clusters Score -3.045942e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -30459456.000000 Penalty: 6184.752441
	Iteration 44Q: 3 clusters Score -3.045946e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174849 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -30459544.000000 Penalty: 6184.752441
	Iteration 45Q: 3 clusters Score -3.045954e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174582 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -30459540.000000 Penalty: 6184.752441
	Iteration 46Q: 3 clusters Score -3.045954e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174285 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -30459496.000000 Penalty: 6184.752441
	Iteration 47Q: 3 clusters Score -3.04595e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -30459530.000000 Penalty: 6184.752441
	Iteration 48Q: 3 clusters Score -3.045953e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -30459500.000000 Penalty: 6184.752441
	Iteration 49Q: 3 clusters Score -3.04595e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173606 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -30459452.000000 Penalty: 6184.752441
	Iteration 50Q: 3 clusters Score -3.045945e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173410 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -30459584.000000 Penalty: 6184.752441
	Iteration 51Q: 3 clusters Score -3.045958e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -30459636.000000 Penalty: 6184.752441
	Iteration 52Q: 3 clusters Score -3.045964e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173054 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -30459686.000000 Penalty: 6184.752441
	Iteration 53Q: 3 clusters Score -3.045969e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172870 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -30459684.000000 Penalty: 6184.752441
	Iteration 54Q: 3 clusters Score -3.045968e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172718 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -30459706.000000 Penalty: 6184.752441
	Iteration 55Q: 3 clusters Score -3.045971e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172556 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -30459664.000000 Penalty: 6184.752441
	Iteration 56Q: 3 clusters Score -3.045966e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -30459704.000000 Penalty: 6184.752441
	Iteration 57Q: 3 clusters Score -3.04597e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172205 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -30459618.000000 Penalty: 6184.752441
	Iteration 58Q: 3 clusters Score -3.045962e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -30459712.000000 Penalty: 6184.752441
	Iteration 59Q: 3 clusters Score -3.045971e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171848 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -30459668.000000 Penalty: 6184.752441
	Iteration 60F: 3 clusters Score -3.045967e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -30459630.000000 Penalty: 6184.752441
	Iteration 61Q: 3 clusters Score -3.045963e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171558 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -30459642.000000 Penalty: 6184.752441
	Iteration 62Q: 3 clusters Score -3.045964e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -30459688.000000 Penalty: 6184.752441
	Iteration 63Q: 3 clusters Score -3.045969e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -30459682.000000 Penalty: 6184.752441
	Iteration 64Q: 3 clusters Score -3.045968e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -30459754.000000 Penalty: 6184.752441
	Iteration 65Q: 3 clusters Score -3.045975e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -30459782.000000 Penalty: 6184.752441
	Iteration 66Q: 3 clusters Score -3.045978e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -30459812.000000 Penalty: 6184.752441
	Iteration 67Q: 3 clusters Score -3.045981e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -30459828.000000 Penalty: 6184.752441
	Iteration 68Q: 3 clusters Score -3.045983e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -30459830.000000 Penalty: 6184.752441
	Iteration 69Q: 3 clusters Score -3.045983e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -30459790.000000 Penalty: 6184.752441
	Iteration 70Q: 3 clusters Score -3.045979e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -30459830.000000 Penalty: 6184.752441
	Iteration 71Q: 3 clusters Score -3.045983e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -30459828.000000 Penalty: 6184.752441
	Iteration 72Q: 3 clusters Score -3.045983e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169921 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -30459860.000000 Penalty: 6184.752441
	Iteration 73Q: 3 clusters Score -3.045986e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169765 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -30459834.000000 Penalty: 6184.752441
	Iteration 74Q: 3 clusters Score -3.045983e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -30459802.000000 Penalty: 6184.752441
	Iteration 75Q: 3 clusters Score -3.04598e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 90772 members 
Entering Unmasked Estep 
Score: -30459812.000000 Penalty: 6184.752441
	Iteration 76Q: 3 clusters Score -3.045981e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169264 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -30459906.000000 Penalty: 6184.752441
	Iteration 77Q: 3 clusters Score -3.045991e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -30459944.000000 Penalty: 6184.752441
	Iteration 78Q: 3 clusters Score -3.045994e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -30459996.000000 Penalty: 6184.752441
	Iteration 79Q: 3 clusters Score -3.046e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168686 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -30459988.000000 Penalty: 6184.752441
	Iteration 80F: 3 clusters Score -3.045999e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -30460004.000000 Penalty: 6184.752441
	Iteration 81Q: 3 clusters Score -3.046e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168347 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -30460076.000000 Penalty: 6184.752441
	Iteration 82Q: 3 clusters Score -3.046008e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -30460076.000000 Penalty: 6184.752441
	Iteration 83Q: 3 clusters Score -3.046008e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -30460100.000000 Penalty: 6184.752441
	Iteration 84Q: 3 clusters Score -3.04601e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167896 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -30460076.000000 Penalty: 6184.752441
	Iteration 85Q: 3 clusters Score -3.046008e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -30460040.000000 Penalty: 6184.752441
	Iteration 86Q: 3 clusters Score -3.046004e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -30460122.000000 Penalty: 6184.752441
	Iteration 87Q: 3 clusters Score -3.046012e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -30460150.000000 Penalty: 6184.752441
	Iteration 88Q: 3 clusters Score -3.046015e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -30460140.000000 Penalty: 6184.752441
	Iteration 89Q: 3 clusters Score -3.046014e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -30460172.000000 Penalty: 6184.752441
	Iteration 90Q: 3 clusters Score -3.046017e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -30460188.000000 Penalty: 6184.752441
	Iteration 91Q: 3 clusters Score -3.046019e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -30460180.000000 Penalty: 6184.752441
	Iteration 92Q: 3 clusters Score -3.046018e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -30460224.000000 Penalty: 6184.752441
	Iteration 93Q: 3 clusters Score -3.046022e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -30460292.000000 Penalty: 6184.752441
	Iteration 94Q: 3 clusters Score -3.046029e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -30460264.000000 Penalty: 6184.752441
	Iteration 95Q: 3 clusters Score -3.046026e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -30460232.000000 Penalty: 6184.752441
	Iteration 96Q: 3 clusters Score -3.046023e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -30460240.000000 Penalty: 6184.752441
	Iteration 97Q: 3 clusters Score -3.046024e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166707 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -30460200.000000 Penalty: 6184.752441
	Iteration 98Q: 3 clusters Score -3.04602e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -30460198.000000 Penalty: 6184.752441
	Iteration 99Q: 3 clusters Score -3.04602e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -30460192.000000 Penalty: 6184.752441
	Iteration 100F: 3 clusters Score -3.046019e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166505 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -30460200.000000 Penalty: 6184.752441
	Iteration 101Q: 3 clusters Score -3.04602e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -30460256.000000 Penalty: 6184.752441
	Iteration 102Q: 3 clusters Score -3.046026e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -30460250.000000 Penalty: 6184.752441
	Iteration 103Q: 3 clusters Score -3.046025e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166291 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -30460264.000000 Penalty: 6184.752441
	Iteration 104Q: 3 clusters Score -3.046026e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166220 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -30460326.000000 Penalty: 6184.752441
	Iteration 105Q: 3 clusters Score -3.046033e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -30460332.000000 Penalty: 6184.752441
	Iteration 106Q: 3 clusters Score -3.046033e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 94131 members 
Entering Unmasked Estep 
Score: -30460328.000000 Penalty: 6184.752441
	Iteration 107Q: 3 clusters Score -3.046033e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -30460314.000000 Penalty: 6184.752441
	Iteration 108Q: 3 clusters Score -3.046031e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -30460384.000000 Penalty: 6184.752441
	Iteration 109Q: 3 clusters Score -3.046038e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -30460366.000000 Penalty: 6184.752441
	Iteration 110Q: 3 clusters Score -3.046037e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -30460358.000000 Penalty: 6184.752441
	Iteration 111Q: 3 clusters Score -3.046036e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -30460406.000000 Penalty: 6184.752441
	Iteration 112Q: 3 clusters Score -3.046041e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -30460388.000000 Penalty: 6184.752441
	Iteration 113Q: 3 clusters Score -3.046039e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -30460412.000000 Penalty: 6184.752441
	Iteration 114Q: 3 clusters Score -3.046041e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -30460388.000000 Penalty: 6184.752441
	Iteration 115Q: 3 clusters Score -3.046039e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -30460430.000000 Penalty: 6184.752441
	Iteration 116Q: 3 clusters Score -3.046043e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -30460444.000000 Penalty: 6184.752441
	Iteration 117Q: 3 clusters Score -3.046044e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -30460446.000000 Penalty: 6184.752441
	Iteration 118Q: 3 clusters Score -3.046045e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -30460410.000000 Penalty: 6184.752441
	Iteration 119Q: 3 clusters Score -3.046041e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165706 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -30460398.000000 Penalty: 6184.752441
	Iteration 120F: 3 clusters Score -3.04604e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -30460390.000000 Penalty: 6184.752441
	Iteration 121Q: 3 clusters Score -3.046039e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -30460366.000000 Penalty: 6184.752441
	Iteration 122Q: 3 clusters Score -3.046037e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165622 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -30460390.000000 Penalty: 6184.752441
	Iteration 123Q: 3 clusters Score -3.046039e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -30460392.000000 Penalty: 6184.752441
	Iteration 124Q: 3 clusters Score -3.046039e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -30460400.000000 Penalty: 6184.752441
	Iteration 125Q: 3 clusters Score -3.04604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -30460426.000000 Penalty: 6184.752441
	Iteration 126Q: 3 clusters Score -3.046043e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -30460398.000000 Penalty: 6184.752441
	Iteration 127Q: 3 clusters Score -3.04604e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165540 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -30460432.000000 Penalty: 6184.752441
	Iteration 128Q: 3 clusters Score -3.046043e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -30460420.000000 Penalty: 6184.752441
	Iteration 129Q: 3 clusters Score -3.046042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -30460430.000000 Penalty: 6184.752441
	Iteration 130Q: 3 clusters Score -3.046043e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -30460440.000000 Penalty: 6184.752441
	Iteration 131Q: 3 clusters Score -3.046044e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -30460404.000000 Penalty: 6184.752441
	Iteration 132Q: 3 clusters Score -3.04604e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165400 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -30460434.000000 Penalty: 6184.752441
	Iteration 133Q: 3 clusters Score -3.046043e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -30460448.000000 Penalty: 6184.752441
	Iteration 134Q: 3 clusters Score -3.046045e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165333 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -30460482.000000 Penalty: 6184.752441
	Iteration 135Q: 3 clusters Score -3.046048e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -30460514.000000 Penalty: 6184.752441
	Iteration 136Q: 3 clusters Score -3.046051e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -30460498.000000 Penalty: 6184.752441
	Iteration 137Q: 3 clusters Score -3.04605e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -30460514.000000 Penalty: 6184.752441
	Iteration 138Q: 3 clusters Score -3.046051e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -30460510.000000 Penalty: 6184.752441
	Iteration 139Q: 3 clusters Score -3.046051e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -30460532.000000 Penalty: 6184.752441
	Iteration 140F: 3 clusters Score -3.046053e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -30460580.000000 Penalty: 6184.752441
	Iteration 141Q: 3 clusters Score -3.046058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -30460564.000000 Penalty: 6184.752441
	Iteration 142Q: 3 clusters Score -3.046056e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -30460548.000000 Penalty: 6184.752441
	Iteration 143Q: 3 clusters Score -3.046055e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165010 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -30460566.000000 Penalty: 6184.752441
	Iteration 144Q: 3 clusters Score -3.046057e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164980 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -30460580.000000 Penalty: 6184.752441
	Iteration 145Q: 3 clusters Score -3.046058e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -30460580.000000 Penalty: 6184.752441
	Iteration 146Q: 3 clusters Score -3.046058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164915 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -30460562.000000 Penalty: 6184.752441
	Iteration 147Q: 3 clusters Score -3.046056e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -30460560.000000 Penalty: 6184.752441
	Iteration 148Q: 3 clusters Score -3.046056e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -30460576.000000 Penalty: 6184.752441
	Iteration 149Q: 3 clusters Score -3.046058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -30460596.000000 Penalty: 6184.752441
	Iteration 150Q: 3 clusters Score -3.04606e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -30460620.000000 Penalty: 6184.752441
	Iteration 151Q: 3 clusters Score -3.046062e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -30460598.000000 Penalty: 6184.752441
	Iteration 152Q: 3 clusters Score -3.04606e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164710 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -30460612.000000 Penalty: 6184.752441
	Iteration 153Q: 3 clusters Score -3.046061e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -30460618.000000 Penalty: 6184.752441
	Iteration 154Q: 3 clusters Score -3.046062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -30460624.000000 Penalty: 6184.752441
	Iteration 155Q: 3 clusters Score -3.046062e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -30460660.000000 Penalty: 6184.752441
	Iteration 156Q: 3 clusters Score -3.046066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -30460684.000000 Penalty: 6184.752441
	Iteration 157Q: 3 clusters Score -3.046068e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164567 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -30460706.000000 Penalty: 6184.752441
	Iteration 158Q: 3 clusters Score -3.046071e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164530 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -30460710.000000 Penalty: 6184.752441
	Iteration 159Q: 3 clusters Score -3.046071e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 160F: 3 clusters Score -3.046074e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -30460726.000000 Penalty: 6184.752441
	Iteration 161Q: 3 clusters Score -3.046073e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 162Q: 3 clusters Score -3.046073e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -30460734.000000 Penalty: 6184.752441
	Iteration 163Q: 3 clusters Score -3.046073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 95851 members 
Entering Unmasked Estep 
Score: -30460734.000000 Penalty: 6184.752441
	Iteration 164Q: 3 clusters Score -3.046073e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -30460718.000000 Penalty: 6184.752441
	Iteration 165Q: 3 clusters Score -3.046072e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -30460720.000000 Penalty: 6184.752441
	Iteration 166Q: 3 clusters Score -3.046072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -30460714.000000 Penalty: 6184.752441
	Iteration 167Q: 3 clusters Score -3.046071e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164275 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -30460708.000000 Penalty: 6184.752441
	Iteration 168Q: 3 clusters Score -3.046071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164261 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -30460720.000000 Penalty: 6184.752441
	Iteration 169Q: 3 clusters Score -3.046072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -30460722.000000 Penalty: 6184.752441
	Iteration 170Q: 3 clusters Score -3.046072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -30460700.000000 Penalty: 6184.752441
	Iteration 171Q: 3 clusters Score -3.04607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -30460708.000000 Penalty: 6184.752441
	Iteration 172Q: 3 clusters Score -3.046071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -30460698.000000 Penalty: 6184.752441
	Iteration 173Q: 3 clusters Score -3.04607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -30460720.000000 Penalty: 6184.752441
	Iteration 174Q: 3 clusters Score -3.046072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -30460684.000000 Penalty: 6184.752441
	Iteration 175Q: 3 clusters Score -3.046068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 96015 members 
Entering Unmasked Estep 
Score: -30460694.000000 Penalty: 6184.752441
	Iteration 176Q: 3 clusters Score -3.046069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -30460706.000000 Penalty: 6184.752441
	Iteration 177Q: 3 clusters Score -3.046071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -30460716.000000 Penalty: 6184.752441
	Iteration 178Q: 3 clusters Score -3.046072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 96051 members 
Entering Unmasked Estep 
Score: -30460700.000000 Penalty: 6184.752441
	Iteration 179Q: 3 clusters Score -3.04607e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -30460714.000000 Penalty: 6184.752441
	Iteration 180F: 3 clusters Score -3.046071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -30460726.000000 Penalty: 6184.752441
	Iteration 181Q: 3 clusters Score -3.046073e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -30460728.000000 Penalty: 6184.752441
	Iteration 182Q: 3 clusters Score -3.046073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -30460710.000000 Penalty: 6184.752441
	Iteration 183Q: 3 clusters Score -3.046071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -30460704.000000 Penalty: 6184.752441
	Iteration 184Q: 3 clusters Score -3.04607e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164062 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -30460732.000000 Penalty: 6184.752441
	Iteration 185Q: 3 clusters Score -3.046073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6184.752441
	Iteration 186Q: 3 clusters Score -3.046074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164060 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 187Q: 3 clusters Score -3.046074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164047 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -30460734.000000 Penalty: 6184.752441
	Iteration 188Q: 3 clusters Score -3.046073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -30460736.000000 Penalty: 6184.752441
	Iteration 189Q: 3 clusters Score -3.046074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 190Q: 3 clusters Score -3.046073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164033 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -30460712.000000 Penalty: 6184.752441
	Iteration 191Q: 3 clusters Score -3.046071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6184.752441
	Iteration 192Q: 3 clusters Score -3.046074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 193Q: 3 clusters Score -3.046073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -30460740.000000 Penalty: 6184.752441
	Iteration 194Q: 3 clusters Score -3.046074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164021 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 195Q: 3 clusters Score -3.046073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -30460708.000000 Penalty: 6184.752441
	Iteration 196Q: 3 clusters Score -3.046071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -30460716.000000 Penalty: 6184.752441
	Iteration 197Q: 3 clusters Score -3.046072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -30460704.000000 Penalty: 6184.752441
	Iteration 198Q: 3 clusters Score -3.04607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 96187 members 
Entering Unmasked Estep 
Score: -30460704.000000 Penalty: 6184.752441
	Iteration 199Q: 3 clusters Score -3.04607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -30460718.000000 Penalty: 6184.752441
	Iteration 200F: 3 clusters Score -3.046072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -30460726.000000 Penalty: 6184.752441
	Iteration 201Q: 3 clusters Score -3.046073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164019 members 
Mstep: Class 2 contains 96195 members 
Entering Unmasked Estep 
Score: -30460726.000000 Penalty: 6184.752441
	Iteration 202Q: 3 clusters Score -3.046073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -30460718.000000 Penalty: 6184.752441
	Iteration 203Q: 3 clusters Score -3.046072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 204Q: 3 clusters Score -3.046073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164006 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -30460750.000000 Penalty: 6184.752441
	Iteration 205Q: 3 clusters Score -3.046075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -30460748.000000 Penalty: 6184.752441
	Iteration 206Q: 3 clusters Score -3.046075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 207Q: 3 clusters Score -3.046073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -30460740.000000 Penalty: 6184.752441
	Iteration 208Q: 3 clusters Score -3.046074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -30460752.000000 Penalty: 6184.752441
	Iteration 209Q: 3 clusters Score -3.046075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -30460736.000000 Penalty: 6184.752441
	Iteration 210Q: 3 clusters Score -3.046074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 211Q: 3 clusters Score -3.046073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 212Q: 3 clusters Score -3.046074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -30460756.000000 Penalty: 6184.752441
	Iteration 213Q: 3 clusters Score -3.046076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -30460758.000000 Penalty: 6184.752441
	Iteration 214Q: 3 clusters Score -3.046076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -30460760.000000 Penalty: 6184.752441
	Iteration 215Q: 3 clusters Score -3.046076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 216Q: 3 clusters Score -3.046074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -30460746.000000 Penalty: 6184.752441
	Iteration 217Q: 3 clusters Score -3.046075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163891 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -30460736.000000 Penalty: 6184.752441
	Iteration 218Q: 3 clusters Score -3.046074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 219Q: 3 clusters Score -3.046074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -30460730.000000 Penalty: 6184.752441
	Iteration 220F: 3 clusters Score -3.046073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -30460740.000000 Penalty: 6184.752441
	Iteration 221Q: 3 clusters Score -3.046074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -30460712.000000 Penalty: 6184.752441
	Iteration 222Q: 3 clusters Score -3.046071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163876 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -30460702.000000 Penalty: 6184.752441
	Iteration 223Q: 3 clusters Score -3.04607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -30460716.000000 Penalty: 6184.752441
	Iteration 224Q: 3 clusters Score -3.046072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -30460720.000000 Penalty: 6184.752441
	Iteration 225Q: 3 clusters Score -3.046072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -30460752.000000 Penalty: 6184.752441
	Iteration 226Q: 3 clusters Score -3.046075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -30460734.000000 Penalty: 6184.752441
	Iteration 227Q: 3 clusters Score -3.046073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 228Q: 3 clusters Score -3.046074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6184.752441
	Iteration 229Q: 3 clusters Score -3.046074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6184.752441
	Iteration 230Q: 3 clusters Score -3.046074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -30460740.000000 Penalty: 6184.752441
	Iteration 231Q: 3 clusters Score -3.046074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -30460756.000000 Penalty: 6184.752441
	Iteration 232Q: 3 clusters Score -3.046076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -30460774.000000 Penalty: 6184.752441
	Iteration 233Q: 3 clusters Score -3.046077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -30460768.000000 Penalty: 6184.752441
	Iteration 234Q: 3 clusters Score -3.046077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -30460740.000000 Penalty: 6184.752441
	Iteration 235Q: 3 clusters Score -3.046074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6184.752441
	Iteration 236Q: 3 clusters Score -3.046074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -30460748.000000 Penalty: 6184.752441
	Iteration 237Q: 3 clusters Score -3.046075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -30460770.000000 Penalty: 6184.752441
	Iteration 238Q: 3 clusters Score -3.046077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -30460760.000000 Penalty: 6184.752441
	Iteration 239Q: 3 clusters Score -3.046076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6184.752441
	Iteration 240F: 3 clusters Score -3.046074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -30460740.000000 Penalty: 6184.752441
	Iteration 241Q: 3 clusters Score -3.046074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163699 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -30460742.000000 Penalty: 6184.752441
	Iteration 242Q: 3 clusters Score -3.046074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163681 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -30460778.000000 Penalty: 6184.752441
	Iteration 243Q: 3 clusters Score -3.046078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -30460804.000000 Penalty: 6184.752441
	Iteration 244Q: 3 clusters Score -3.04608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -30460800.000000 Penalty: 6184.752441
	Iteration 245Q: 3 clusters Score -3.04608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163653 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -30460786.000000 Penalty: 6184.752441
	Iteration 246Q: 3 clusters Score -3.046079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -30460770.000000 Penalty: 6184.752441
	Iteration 247Q: 3 clusters Score -3.046077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -30460796.000000 Penalty: 6184.752441
	Iteration 248Q: 3 clusters Score -3.04608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -30460814.000000 Penalty: 6184.752441
	Iteration 249Q: 3 clusters Score -3.046081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -30460836.000000 Penalty: 6184.752441
	Iteration 250Q: 3 clusters Score -3.046084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -30460814.000000 Penalty: 6184.752441
	Iteration 251Q: 3 clusters Score -3.046081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -30460814.000000 Penalty: 6184.752441
	Iteration 252Q: 3 clusters Score -3.046081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -30460824.000000 Penalty: 6184.752441
	Iteration 253Q: 3 clusters Score -3.046082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -30460820.000000 Penalty: 6184.752441
	Iteration 254Q: 3 clusters Score -3.046082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163591 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -30460810.000000 Penalty: 6184.752441
	Iteration 255Q: 3 clusters Score -3.046081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -30460818.000000 Penalty: 6184.752441
	Iteration 256Q: 3 clusters Score -3.046082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163578 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -30460816.000000 Penalty: 6184.752441
	Iteration 257Q: 3 clusters Score -3.046082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -30460838.000000 Penalty: 6184.752441
	Iteration 258Q: 3 clusters Score -3.046084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163578 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -30460824.000000 Penalty: 6184.752441
	Iteration 259Q: 3 clusters Score -3.046082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -30460850.000000 Penalty: 6184.752441
	Iteration 260F: 3 clusters Score -3.046085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -30460848.000000 Penalty: 6184.752441
	Iteration 261Q: 3 clusters Score -3.046085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -30460848.000000 Penalty: 6184.752441
	Iteration 262Q: 3 clusters Score -3.046085e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 96687 members 
Entering Unmasked Estep 
Score: -30460836.000000 Penalty: 6184.752441
	Iteration 263Q: 3 clusters Score -3.046084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -30460868.000000 Penalty: 6184.752441
	Iteration 264Q: 3 clusters Score -3.046087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -30460856.000000 Penalty: 6184.752441
	Iteration 265Q: 3 clusters Score -3.046086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -30460860.000000 Penalty: 6184.752441
	Iteration 266Q: 3 clusters Score -3.046086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -30460852.000000 Penalty: 6184.752441
	Iteration 267Q: 3 clusters Score -3.046085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -30460872.000000 Penalty: 6184.752441
	Iteration 268Q: 3 clusters Score -3.046087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -30460884.000000 Penalty: 6184.752441
	Iteration 269Q: 3 clusters Score -3.046088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -30460878.000000 Penalty: 6184.752441
	Iteration 270Q: 3 clusters Score -3.046088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163467 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -30460868.000000 Penalty: 6184.752441
	Iteration 271Q: 3 clusters Score -3.046087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -30460872.000000 Penalty: 6184.752441
	Iteration 272Q: 3 clusters Score -3.046087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -30460884.000000 Penalty: 6184.752441
	Iteration 273Q: 3 clusters Score -3.046088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -30460898.000000 Penalty: 6184.752441
	Iteration 274Q: 3 clusters Score -3.04609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -30460894.000000 Penalty: 6184.752441
	Iteration 275Q: 3 clusters Score -3.046089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -30460904.000000 Penalty: 6184.752441
	Iteration 276Q: 3 clusters Score -3.04609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -30460908.000000 Penalty: 6184.752441
	Iteration 277Q: 3 clusters Score -3.046091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -30460900.000000 Penalty: 6184.752441
	Iteration 278Q: 3 clusters Score -3.04609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -30460912.000000 Penalty: 6184.752441
	Iteration 279Q: 3 clusters Score -3.046091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -30460910.000000 Penalty: 6184.752441
	Iteration 280F: 3 clusters Score -3.046091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -30460906.000000 Penalty: 6184.752441
	Iteration 281Q: 3 clusters Score -3.046091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -30460904.000000 Penalty: 6184.752441
	Iteration 282Q: 3 clusters Score -3.04609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -30460922.000000 Penalty: 6184.752441
	Iteration 283Q: 3 clusters Score -3.046092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -30460914.000000 Penalty: 6184.752441
	Iteration 284Q: 3 clusters Score -3.046091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -30460914.000000 Penalty: 6184.752441
	Iteration 285Q: 3 clusters Score -3.046091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -30460916.000000 Penalty: 6184.752441
	Iteration 286Q: 3 clusters Score -3.046092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -30460922.000000 Penalty: 6184.752441
	Iteration 287Q: 3 clusters Score -3.046092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -30460922.000000 Penalty: 6184.752441
	Iteration 288Q: 3 clusters Score -3.046092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -30460932.000000 Penalty: 6184.752441
	Iteration 289Q: 3 clusters Score -3.046093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -30460910.000000 Penalty: 6184.752441
	Iteration 290Q: 3 clusters Score -3.046091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -30460932.000000 Penalty: 6184.752441
	Iteration 291Q: 3 clusters Score -3.046093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -30460918.000000 Penalty: 6184.752441
	Iteration 292Q: 3 clusters Score -3.046092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -30460922.000000 Penalty: 6184.752441
	Iteration 293Q: 3 clusters Score -3.046092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -30460932.000000 Penalty: 6184.752441
	Iteration 294Q: 3 clusters Score -3.046093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -30460936.000000 Penalty: 6184.752441
	Iteration 295Q: 3 clusters Score -3.046094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -30460940.000000 Penalty: 6184.752441
	Iteration 296Q: 3 clusters Score -3.046094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -30460936.000000 Penalty: 6184.752441
	Iteration 297Q: 3 clusters Score -3.046094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -30460926.000000 Penalty: 6184.752441
	Iteration 298Q: 3 clusters Score -3.046093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -30460916.000000 Penalty: 6184.752441
	Iteration 299Q: 3 clusters Score -3.046092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -30460920.000000 Penalty: 6184.752441
	Iteration 300F: 3 clusters Score -3.046092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -30460918.000000 Penalty: 6184.752441
	Iteration 301Q: 3 clusters Score -3.046092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -30460932.000000 Penalty: 6184.752441
	Iteration 302Q: 3 clusters Score -3.046093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -30460930.000000 Penalty: 6184.752441
	Iteration 303Q: 3 clusters Score -3.046093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -30460914.000000 Penalty: 6184.752441
	Iteration 304Q: 3 clusters Score -3.046091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -30460916.000000 Penalty: 6184.752441
	Iteration 305Q: 3 clusters Score -3.046092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -30460906.000000 Penalty: 6184.752441
	Iteration 306Q: 3 clusters Score -3.046091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -30460938.000000 Penalty: 6184.752441
	Iteration 307Q: 3 clusters Score -3.046094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -30460924.000000 Penalty: 6184.752441
	Iteration 308Q: 3 clusters Score -3.046092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163438 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -30460940.000000 Penalty: 6184.752441
	Iteration 309Q: 3 clusters Score -3.046094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -30460966.000000 Penalty: 6184.752441
	Iteration 310Q: 3 clusters Score -3.046097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -30460976.000000 Penalty: 6184.752441
	Iteration 311Q: 3 clusters Score -3.046098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -30460964.000000 Penalty: 6184.752441
	Iteration 312Q: 3 clusters Score -3.046096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -30460980.000000 Penalty: 6184.752441
	Iteration 313Q: 3 clusters Score -3.046098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -30460970.000000 Penalty: 6184.752441
	Iteration 314Q: 3 clusters Score -3.046097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -30460974.000000 Penalty: 6184.752441
	Iteration 315Q: 3 clusters Score -3.046097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -30460972.000000 Penalty: 6184.752441
	Iteration 316Q: 3 clusters Score -3.046097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -30460988.000000 Penalty: 6184.752441
	Iteration 317Q: 3 clusters Score -3.046099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -30460972.000000 Penalty: 6184.752441
	Iteration 318Q: 3 clusters Score -3.046097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163412 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -30460944.000000 Penalty: 6184.752441
	Iteration 319Q: 3 clusters Score -3.046094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -30460970.000000 Penalty: 6184.752441
	Iteration 320F: 3 clusters Score -3.046097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -30460970.000000 Penalty: 6184.752441
	Iteration 321Q: 3 clusters Score -3.046097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -30460964.000000 Penalty: 6184.752441
	Iteration 322Q: 3 clusters Score -3.046096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163403 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -30460970.000000 Penalty: 6184.752441
	Iteration 323Q: 3 clusters Score -3.046097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -30460950.000000 Penalty: 6184.752441
	Iteration 324Q: 3 clusters Score -3.046095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -30460954.000000 Penalty: 6184.752441
	Iteration 325Q: 3 clusters Score -3.046095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -30460958.000000 Penalty: 6184.752441
	Iteration 326Q: 3 clusters Score -3.046096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 96822 members 
Entering Unmasked Estep 
Score: -30460950.000000 Penalty: 6184.752441
	Iteration 327Q: 3 clusters Score -3.046095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -30460964.000000 Penalty: 6184.752441
	Iteration 328Q: 3 clusters Score -3.046096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -30460944.000000 Penalty: 6184.752441
	Iteration 329Q: 3 clusters Score -3.046094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -30460954.000000 Penalty: 6184.752441
	Iteration 330Q: 3 clusters Score -3.046095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163375 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -30460950.000000 Penalty: 6184.752441
	Iteration 331Q: 3 clusters Score -3.046095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -30460966.000000 Penalty: 6184.752441
	Iteration 332Q: 3 clusters Score -3.046097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163364 members 
Mstep: Class 2 contains 96850 members 
Entering Unmasked Estep 
Score: -30460964.000000 Penalty: 6184.752441
	Iteration 333Q: 3 clusters Score -3.046096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -30460950.000000 Penalty: 6184.752441
	Iteration 334Q: 3 clusters Score -3.046095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -30460974.000000 Penalty: 6184.752441
	Iteration 335Q: 3 clusters Score -3.046097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -30460986.000000 Penalty: 6184.752441
	Iteration 336Q: 3 clusters Score -3.046099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -30460998.000000 Penalty: 6184.752441
	Iteration 337Q: 3 clusters Score -3.0461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -30460994.000000 Penalty: 6184.752441
	Iteration 338Q: 3 clusters Score -3.046099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -30460984.000000 Penalty: 6184.752441
	Iteration 339Q: 3 clusters Score -3.046098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -30461000.000000 Penalty: 6184.752441
	Iteration 340F: 3 clusters Score -3.0461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -30461008.000000 Penalty: 6184.752441
	Iteration 341Q: 3 clusters Score -3.046101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163362 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -30460984.000000 Penalty: 6184.752441
	Iteration 342Q: 3 clusters Score -3.046098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -30460988.000000 Penalty: 6184.752441
	Iteration 343Q: 3 clusters Score -3.046099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -30461002.000000 Penalty: 6184.752441
	Iteration 344Q: 3 clusters Score -3.0461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -30461008.000000 Penalty: 6184.752441
	Iteration 345Q: 3 clusters Score -3.046101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -30461010.000000 Penalty: 6184.752441
	Iteration 346Q: 3 clusters Score -3.046101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -30460996.000000 Penalty: 6184.752441
	Iteration 347Q: 3 clusters Score -3.0461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -30460988.000000 Penalty: 6184.752441
	Iteration 348Q: 3 clusters Score -3.046099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -30460996.000000 Penalty: 6184.752441
	Iteration 349Q: 3 clusters Score -3.0461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163356 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -30460976.000000 Penalty: 6184.752441
	Iteration 350Q: 3 clusters Score -3.046098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -30460960.000000 Penalty: 6184.752441
	Iteration 351Q: 3 clusters Score -3.046096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -30460968.000000 Penalty: 6184.752441
	Iteration 352Q: 3 clusters Score -3.046097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -30460970.000000 Penalty: 6184.752441
	Iteration 353Q: 3 clusters Score -3.046097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -30460964.000000 Penalty: 6184.752441
	Iteration 354Q: 3 clusters Score -3.046096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -30460968.000000 Penalty: 6184.752441
	Iteration 355Q: 3 clusters Score -3.046097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -30460966.000000 Penalty: 6184.752441
	Iteration 356Q: 3 clusters Score -3.046097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -30460972.000000 Penalty: 6184.752441
	Iteration 357Q: 3 clusters Score -3.046097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -30460972.000000 Penalty: 6184.752441
	Iteration 358F: 3 clusters Score -3.046097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Entering Unmasked Estep 
Score: -5549833.000000 Penalty: 2666.239014
	Iteration 0F: 2 clusters Score -5549833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5518326.000000 Penalty: 5332.478027
	Iteration 0F: 3 clusters Score -5518326 nChanged 21502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5529977.000000 Penalty: 5332.478027
	Iteration 1F: 3 clusters Score -5529977 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -5530476.000000 Penalty: 5332.478027
	Iteration 2Q: 3 clusters Score -5530476 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5530975.000000 Penalty: 5332.478027
	Iteration 3Q: 3 clusters Score -5530975 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5531523.500000 Penalty: 5332.478027
	Iteration 4Q: 3 clusters Score -5531524 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5532239.000000 Penalty: 5332.478027
	Iteration 5Q: 3 clusters Score -5532239 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -5533170.500000 Penalty: 5332.478027
	Iteration 6Q: 3 clusters Score -5533170 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5534334.000000 Penalty: 5332.478027
	Iteration 7Q: 3 clusters Score -5534334 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5535641.500000 Penalty: 5332.478027
	Iteration 8F: 3 clusters Score -5535642 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -5537203.500000 Penalty: 5332.478027
	Iteration 9F: 3 clusters Score -5537204 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -5539008.000000 Penalty: 5332.478027
	Iteration 10F: 3 clusters Score -5539008 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -5540965.000000 Penalty: 5332.478027
	Iteration 11F: 3 clusters Score -5540965 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -5542694.000000 Penalty: 5332.478027
	Iteration 12Q: 3 clusters Score -5542694 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5544154.000000 Penalty: 5332.478027
	Iteration 13Q: 3 clusters Score -5544154 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5545203.000000 Penalty: 5332.478027
	Iteration 14Q: 3 clusters Score -5545203 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5545986.000000 Penalty: 5332.478027
	Iteration 15Q: 3 clusters Score -5545986 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5546496.000000 Penalty: 5332.478027
	Iteration 16Q: 3 clusters Score -5546496 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5546857.500000 Penalty: 5332.478027
	Iteration 17Q: 3 clusters Score -5546858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5547111.500000 Penalty: 5332.478027
	Iteration 18Q: 3 clusters Score -5547112 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5547249.000000 Penalty: 5332.478027
	Iteration 19Q: 3 clusters Score -5547249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5547342.000000 Penalty: 5332.478027
	Iteration 20F: 3 clusters Score -5547342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5547389.000000 Penalty: 5332.478027
	Iteration 21Q: 3 clusters Score -5547389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5547423.000000 Penalty: 5332.478027
	Iteration 22Q: 3 clusters Score -5547423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5547450.000000 Penalty: 5332.478027
	Iteration 23Q: 3 clusters Score -5547450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5547474.500000 Penalty: 5332.478027
	Iteration 24Q: 3 clusters Score -5547474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5547489.500000 Penalty: 5332.478027
	Iteration 25Q: 3 clusters Score -5547490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5547510.500000 Penalty: 5332.478027
	Iteration 26Q: 3 clusters Score -5547510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5547515.000000 Penalty: 5332.478027
	Iteration 27Q: 3 clusters Score -5547515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5547518.000000 Penalty: 5332.478027
	Iteration 28Q: 3 clusters Score -5547518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5547518.500000 Penalty: 5332.478027
	Iteration 29Q: 3 clusters Score -5547518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5547518.000000 Penalty: 5332.478027
	Iteration 30Q: 3 clusters Score -5547518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5547514.000000 Penalty: 5332.478027
	Iteration 31Q: 3 clusters Score -5547514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5547514.000000 Penalty: 5332.478027
	Iteration 32F: 3 clusters Score -5547514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -153647.078125 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -153647.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151462.312500 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -151462.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151824.468750 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -151824.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151911.750000 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -151911.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151946.343750 Penalty: 3583.477783
	Iteration 3Q: 3 clusters Score -151946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151966.015625 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -151966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151975.671875 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -151975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151985.671875 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -151985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151993.375000 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -151993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152002.218750 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -152002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152017.515625 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -152017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152022.703125 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -152022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152025.953125 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -152026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152029.625000 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -152029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -152036.484375 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -152036.5 nChanged 3
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: -152038.109375 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -152038.1 nChanged 0
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: -152038.109375 Penalty: 3583.477783
	Iteration 15F: 3 clusters Score -152038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Entering Unmasked Estep 
Score: -701685.562500 Penalty: 2174.529297
	Iteration 0F: 2 clusters Score -701685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -696363.375000 Penalty: 4349.058594
	Iteration 0F: 3 clusters Score -696363.4 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -697958.750000 Penalty: 4349.058594
	Iteration 1F: 3 clusters Score -697958.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -698411.875000 Penalty: 4349.058594
	Iteration 2F: 3 clusters Score -698411.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -698923.437500 Penalty: 4349.058594
	Iteration 3F: 3 clusters Score -698923.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -699519.375000 Penalty: 4349.058594
	Iteration 4F: 3 clusters Score -699519.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -700376.000000 Penalty: 4349.058594
	Iteration 5F: 3 clusters Score -700376 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -701062.562500 Penalty: 4349.058594
	Iteration 6F: 3 clusters Score -701062.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -701569.687500 Penalty: 4349.058594
	Iteration 7F: 3 clusters Score -701569.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -701975.437500 Penalty: 4349.058594
	Iteration 8F: 3 clusters Score -701975.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -702155.000000 Penalty: 4349.058594
	Iteration 9Q: 3 clusters Score -702155 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -702251.062500 Penalty: 4349.058594
	Iteration 10Q: 3 clusters Score -702251.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -702323.125000 Penalty: 4349.058594
	Iteration 11Q: 3 clusters Score -702323.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -702375.625000 Penalty: 4349.058594
	Iteration 12Q: 3 clusters Score -702375.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -702422.250000 Penalty: 4349.058594
	Iteration 13Q: 3 clusters Score -702422.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -702463.875000 Penalty: 4349.058594
	Iteration 14Q: 3 clusters Score -702463.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -702495.312500 Penalty: 4349.058594
	Iteration 15Q: 3 clusters Score -702495.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -702535.062500 Penalty: 4349.058594
	Iteration 16Q: 3 clusters Score -702535.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -702566.937500 Penalty: 4349.058594
	Iteration 17Q: 3 clusters Score -702566.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -702594.625000 Penalty: 4349.058594
	Iteration 18Q: 3 clusters Score -702594.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -702616.687500 Penalty: 4349.058594
	Iteration 19Q: 3 clusters Score -702616.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -702711.000000 Penalty: 4349.058594
	Iteration 20F: 3 clusters Score -702711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -702754.812500 Penalty: 4349.058594
	Iteration 21Q: 3 clusters Score -702754.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -702777.812500 Penalty: 4349.058594
	Iteration 22Q: 3 clusters Score -702777.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -702794.375000 Penalty: 4349.058594
	Iteration 23Q: 3 clusters Score -702794.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -702801.312500 Penalty: 4349.058594
	Iteration 24Q: 3 clusters Score -702801.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -702804.312500 Penalty: 4349.058594
	Iteration 25Q: 3 clusters Score -702804.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -702803.937500 Penalty: 4349.058594
	Iteration 26Q: 3 clusters Score -702803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -702808.937500 Penalty: 4349.058594
	Iteration 27Q: 3 clusters Score -702808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -702811.500000 Penalty: 4349.058594
	Iteration 28Q: 3 clusters Score -702811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -702816.250000 Penalty: 4349.058594
	Iteration 29Q: 3 clusters Score -702816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -702818.250000 Penalty: 4349.058594
	Iteration 30Q: 3 clusters Score -702818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -702821.562500 Penalty: 4349.058594
	Iteration 31Q: 3 clusters Score -702821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -702825.750000 Penalty: 4349.058594
	Iteration 32Q: 3 clusters Score -702825.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -702828.750000 Penalty: 4349.058594
	Iteration 33Q: 3 clusters Score -702828.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -702833.437500 Penalty: 4349.058594
	Iteration 34Q: 3 clusters Score -702833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -702836.687500 Penalty: 4349.058594
	Iteration 35Q: 3 clusters Score -702836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -702836.875000 Penalty: 4349.058594
	Iteration 36Q: 3 clusters Score -702836.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -702842.875000 Penalty: 4349.058594
	Iteration 37Q: 3 clusters Score -702842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -702847.187500 Penalty: 4349.058594
	Iteration 38Q: 3 clusters Score -702847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -702851.250000 Penalty: 4349.058594
	Iteration 39Q: 3 clusters Score -702851.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -702854.000000 Penalty: 4349.058594
	Iteration 40F: 3 clusters Score -702854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -702859.312500 Penalty: 4349.058594
	Iteration 41Q: 3 clusters Score -702859.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -702864.062500 Penalty: 4349.058594
	Iteration 42Q: 3 clusters Score -702864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -702868.312500 Penalty: 4349.058594
	Iteration 43Q: 3 clusters Score -702868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -702868.437500 Penalty: 4349.058594
	Iteration 44Q: 3 clusters Score -702868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -702869.250000 Penalty: 4349.058594
	Iteration 45Q: 3 clusters Score -702869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -702868.812500 Penalty: 4349.058594
	Iteration 46Q: 3 clusters Score -702868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -702871.562500 Penalty: 4349.058594
	Iteration 47Q: 3 clusters Score -702871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -702870.750000 Penalty: 4349.058594
	Iteration 48Q: 3 clusters Score -702870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -702870.125000 Penalty: 4349.058594
	Iteration 49Q: 3 clusters Score -702870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -702871.000000 Penalty: 4349.058594
	Iteration 50Q: 3 clusters Score -702871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -702873.375000 Penalty: 4349.058594
	Iteration 51Q: 3 clusters Score -702873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -702875.000000 Penalty: 4349.058594
	Iteration 52Q: 3 clusters Score -702875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -702875.437500 Penalty: 4349.058594
	Iteration 53Q: 3 clusters Score -702875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -702879.125000 Penalty: 4349.058594
	Iteration 54Q: 3 clusters Score -702879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -702877.750000 Penalty: 4349.058594
	Iteration 55Q: 3 clusters Score -702877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -702877.625000 Penalty: 4349.058594
	Iteration 56Q: 3 clusters Score -702877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -702877.000000 Penalty: 4349.058594
	Iteration 57Q: 3 clusters Score -702877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -702877.687500 Penalty: 4349.058594
	Iteration 58Q: 3 clusters Score -702877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -702878.875000 Penalty: 4349.058594
	Iteration 59Q: 3 clusters Score -702878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -702878.875000 Penalty: 4349.058594
	Iteration 60F: 3 clusters Score -702878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 260214 members 
Mstep: Class 5 contains 46675 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 84984 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 116014 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 326840 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 80610 members 
Mstep: Class 20 contains 121324 members 
Mstep: Class 21 contains 158973 members 
Mstep: Class 22 contains 4103 members 
Mstep: Class 23 contains 197746 members 
Mstep: Class 24 contains 67346 members 
Entering Unmasked Estep 
Score: -183910048.000000 Penalty: 85067.757812
Splitting cluster 7 changes total score from -183879248.000000 to -183910048.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -1441040.375000 Penalty: 2354.440918
	Iteration 0F: 2 clusters Score -1441040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1431379.500000 Penalty: 4708.881836
	Iteration 0F: 3 clusters Score -1431380 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1434923.125000 Penalty: 4708.881836
	Iteration 1F: 3 clusters Score -1434923 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1435743.250000 Penalty: 4708.881836
	Iteration 2F: 3 clusters Score -1435743 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1436519.500000 Penalty: 4708.881836
	Iteration 3F: 3 clusters Score -1436520 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1437113.625000 Penalty: 4708.881836
	Iteration 4F: 3 clusters Score -1437114 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1437478.625000 Penalty: 4708.881836
	Iteration 5F: 3 clusters Score -1437479 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1437735.125000 Penalty: 4708.881836
	Iteration 6Q: 3 clusters Score -1437735 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1437910.250000 Penalty: 4708.881836
	Iteration 7Q: 3 clusters Score -1437910 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1438040.000000 Penalty: 4708.881836
	Iteration 8Q: 3 clusters Score -1438040 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1438141.125000 Penalty: 4708.881836
	Iteration 9Q: 3 clusters Score -1438141 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1438240.750000 Penalty: 4708.881836
	Iteration 10Q: 3 clusters Score -1438241 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1438318.625000 Penalty: 4708.881836
	Iteration 11Q: 3 clusters Score -1438319 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1438388.250000 Penalty: 4708.881836
	Iteration 12Q: 3 clusters Score -1438388 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1438447.375000 Penalty: 4708.881836
	Iteration 13Q: 3 clusters Score -1438447 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1438487.625000 Penalty: 4708.881836
	Iteration 14Q: 3 clusters Score -1438488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1438530.375000 Penalty: 4708.881836
	Iteration 15Q: 3 clusters Score -1438530 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1438572.125000 Penalty: 4708.881836
	Iteration 16Q: 3 clusters Score -1438572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1438608.000000 Penalty: 4708.881836
	Iteration 17Q: 3 clusters Score -1438608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1438639.250000 Penalty: 4708.881836
	Iteration 18Q: 3 clusters Score -1438639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1438679.500000 Penalty: 4708.881836
	Iteration 19Q: 3 clusters Score -1438680 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1438706.125000 Penalty: 4708.881836
	Iteration 20F: 3 clusters Score -1438706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1438738.500000 Penalty: 4708.881836
	Iteration 21Q: 3 clusters Score -1438738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1438771.875000 Penalty: 4708.881836
	Iteration 22Q: 3 clusters Score -1438772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1438792.375000 Penalty: 4708.881836
	Iteration 23Q: 3 clusters Score -1438792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1438805.375000 Penalty: 4708.881836
	Iteration 24Q: 3 clusters Score -1438805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1438822.625000 Penalty: 4708.881836
	Iteration 25Q: 3 clusters Score -1438823 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1438826.000000 Penalty: 4708.881836
	Iteration 26Q: 3 clusters Score -1438826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1438832.000000 Penalty: 4708.881836
	Iteration 27Q: 3 clusters Score -1438832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1438839.375000 Penalty: 4708.881836
	Iteration 28Q: 3 clusters Score -1438839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1438850.625000 Penalty: 4708.881836
	Iteration 29Q: 3 clusters Score -1438851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1438862.250000 Penalty: 4708.881836
	Iteration 30Q: 3 clusters Score -1438862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1438872.000000 Penalty: 4708.881836
	Iteration 31Q: 3 clusters Score -1438872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1438887.375000 Penalty: 4708.881836
	Iteration 32Q: 3 clusters Score -1438887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1438897.625000 Penalty: 4708.881836
	Iteration 33Q: 3 clusters Score -1438898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1438907.375000 Penalty: 4708.881836
	Iteration 34Q: 3 clusters Score -1438907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1438919.375000 Penalty: 4708.881836
	Iteration 35Q: 3 clusters Score -1438919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1438930.875000 Penalty: 4708.881836
	Iteration 36Q: 3 clusters Score -1438931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1438943.375000 Penalty: 4708.881836
	Iteration 37Q: 3 clusters Score -1438943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1438955.500000 Penalty: 4708.881836
	Iteration 38Q: 3 clusters Score -1438956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1438970.375000 Penalty: 4708.881836
	Iteration 39Q: 3 clusters Score -1438970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1438983.625000 Penalty: 4708.881836
	Iteration 40F: 3 clusters Score -1438984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1439004.250000 Penalty: 4708.881836
	Iteration 41Q: 3 clusters Score -1439004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1439037.125000 Penalty: 4708.881836
	Iteration 42Q: 3 clusters Score -1439037 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1439072.000000 Penalty: 4708.881836
	Iteration 43Q: 3 clusters Score -1439072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1439112.875000 Penalty: 4708.881836
	Iteration 44Q: 3 clusters Score -1439113 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1439157.375000 Penalty: 4708.881836
	Iteration 45Q: 3 clusters Score -1439157 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1439214.250000 Penalty: 4708.881836
	Iteration 46Q: 3 clusters Score -1439214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1439284.000000 Penalty: 4708.881836
	Iteration 47Q: 3 clusters Score -1439284 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1439369.500000 Penalty: 4708.881836
	Iteration 48Q: 3 clusters Score -1439370 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1439456.250000 Penalty: 4708.881836
	Iteration 49Q: 3 clusters Score -1439456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1439541.125000 Penalty: 4708.881836
	Iteration 50Q: 3 clusters Score -1439541 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1439652.250000 Penalty: 4708.881836
	Iteration 51Q: 3 clusters Score -1439652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1439750.250000 Penalty: 4708.881836
	Iteration 52Q: 3 clusters Score -1439750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1439825.375000 Penalty: 4708.881836
	Iteration 53Q: 3 clusters Score -1439825 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1439887.000000 Penalty: 4708.881836
	Iteration 54Q: 3 clusters Score -1439887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1439947.375000 Penalty: 4708.881836
	Iteration 55Q: 3 clusters Score -1439947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1439991.125000 Penalty: 4708.881836
	Iteration 56Q: 3 clusters Score -1439991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1440024.000000 Penalty: 4708.881836
	Iteration 57Q: 3 clusters Score -1440024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1440051.500000 Penalty: 4708.881836
	Iteration 58Q: 3 clusters Score -1440052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1440080.375000 Penalty: 4708.881836
	Iteration 59Q: 3 clusters Score -1440080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1440105.250000 Penalty: 4708.881836
	Iteration 60F: 3 clusters Score -1440105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1440124.375000 Penalty: 4708.881836
	Iteration 61Q: 3 clusters Score -1440124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1440150.375000 Penalty: 4708.881836
	Iteration 62Q: 3 clusters Score -1440150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1440159.375000 Penalty: 4708.881836
	Iteration 63Q: 3 clusters Score -1440159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1440164.875000 Penalty: 4708.881836
	Iteration 64Q: 3 clusters Score -1440165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1440169.875000 Penalty: 4708.881836
	Iteration 65Q: 3 clusters Score -1440170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1440172.250000 Penalty: 4708.881836
	Iteration 66Q: 3 clusters Score -1440172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1440177.375000 Penalty: 4708.881836
	Iteration 67Q: 3 clusters Score -1440177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1440185.125000 Penalty: 4708.881836
	Iteration 68Q: 3 clusters Score -1440185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1440192.250000 Penalty: 4708.881836
	Iteration 69Q: 3 clusters Score -1440192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1440194.625000 Penalty: 4708.881836
	Iteration 70Q: 3 clusters Score -1440195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1440200.375000 Penalty: 4708.881836
	Iteration 71Q: 3 clusters Score -1440200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1440201.250000 Penalty: 4708.881836
	Iteration 72Q: 3 clusters Score -1440201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1440200.500000 Penalty: 4708.881836
	Iteration 73Q: 3 clusters Score -1440200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1440202.000000 Penalty: 4708.881836
	Iteration 74Q: 3 clusters Score -1440202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1440200.750000 Penalty: 4708.881836
	Iteration 75Q: 3 clusters Score -1440201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1440205.125000 Penalty: 4708.881836
	Iteration 76Q: 3 clusters Score -1440205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1440209.375000 Penalty: 4708.881836
	Iteration 77Q: 3 clusters Score -1440209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1440213.000000 Penalty: 4708.881836
	Iteration 78Q: 3 clusters Score -1440213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1440213.500000 Penalty: 4708.881836
	Iteration 79Q: 3 clusters Score -1440214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1440216.250000 Penalty: 4708.881836
	Iteration 80F: 3 clusters Score -1440216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1440217.125000 Penalty: 4708.881836
	Iteration 81Q: 3 clusters Score -1440217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1440219.500000 Penalty: 4708.881836
	Iteration 82Q: 3 clusters Score -1440220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1440222.375000 Penalty: 4708.881836
	Iteration 83Q: 3 clusters Score -1440222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1440221.375000 Penalty: 4708.881836
	Iteration 84Q: 3 clusters Score -1440221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1440221.500000 Penalty: 4708.881836
	Iteration 85Q: 3 clusters Score -1440222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1440228.500000 Penalty: 4708.881836
	Iteration 86Q: 3 clusters Score -1440228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1440231.875000 Penalty: 4708.881836
	Iteration 87Q: 3 clusters Score -1440232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1440231.000000 Penalty: 4708.881836
	Iteration 88Q: 3 clusters Score -1440231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1440230.750000 Penalty: 4708.881836
	Iteration 89Q: 3 clusters Score -1440231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1440230.750000 Penalty: 4708.881836
	Iteration 90F: 3 clusters Score -1440231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -163927.500000 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -163927.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161674.265625 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -161674.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162034.781250 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -162034.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162155.796875 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -162155.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -162242.546875 Penalty: 3632.947021
	Iteration 3Q: 3 clusters Score -162242.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162312.671875 Penalty: 3632.947021
	Iteration 4Q: 3 clusters Score -162312.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162375.187500 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -162375.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162419.703125 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -162419.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -162448.171875 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -162448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162480.546875 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -162480.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -162514.609375 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -162514.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162557.671875 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -162557.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -162593.296875 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -162593.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -162626.296875 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -162626.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162664.203125 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -162664.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162691.828125 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -162691.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -162712.703125 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -162712.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162723.765625 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -162723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -162743.234375 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -162743.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162781.718750 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -162781.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -162830.078125 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -162830.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -162879.140625 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -162879.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -162945.468750 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -162945.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -163012.265625 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -163012.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -163085.859375 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -163085.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -163218.375000 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -163218.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163403.828125 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -163403.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -163547.906250 Penalty: 3632.947021
	Iteration 26Q: 3 clusters Score -163547.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -163628.187500 Penalty: 3632.947021
	Iteration 27Q: 3 clusters Score -163628.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -163666.218750 Penalty: 3632.947021
	Iteration 28Q: 3 clusters Score -163666.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -163746.765625 Penalty: 3632.947021
	Iteration 29Q: 3 clusters Score -163746.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -163857.406250 Penalty: 3632.947021
	Iteration 30Q: 3 clusters Score -163857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -164027.015625 Penalty: 3632.947021
	Iteration 31Q: 3 clusters Score -164027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -164306.562500 Penalty: 3632.947021
	Iteration 32Q: 3 clusters Score -164306.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164413.750000 Penalty: 3632.947021
	Iteration 33Q: 3 clusters Score -164413.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164479.687500 Penalty: 3632.947021
	Iteration 34Q: 3 clusters Score -164479.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -164533.375000 Penalty: 3632.947021
	Iteration 35Q: 3 clusters Score -164533.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -164607.093750 Penalty: 3632.947021
	Iteration 36Q: 3 clusters Score -164607.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -164664.390625 Penalty: 3632.947021
	Iteration 37Q: 3 clusters Score -164664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -164678.984375 Penalty: 3632.947021
	Iteration 38Q: 3 clusters Score -164679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -164694.328125 Penalty: 3632.947021
	Iteration 39Q: 3 clusters Score -164694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164700.406250 Penalty: 3632.947021
	Iteration 40F: 3 clusters Score -164700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -164707.421875 Penalty: 3632.947021
	Iteration 41Q: 3 clusters Score -164707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164710.937500 Penalty: 3632.947021
	Iteration 42Q: 3 clusters Score -164710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -164711.875000 Penalty: 3632.947021
	Iteration 43Q: 3 clusters Score -164711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164713.265625 Penalty: 3632.947021
	Iteration 44Q: 3 clusters Score -164713.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164713.812500 Penalty: 3632.947021
	Iteration 45Q: 3 clusters Score -164713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164713.812500 Penalty: 3632.947021
	Iteration 46F: 3 clusters Score -164713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 260214 members 
Mstep: Class 5 contains 46675 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 84984 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 116014 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 326840 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 80610 members 
Mstep: Class 20 contains 121324 members 
Mstep: Class 21 contains 158973 members 
Mstep: Class 22 contains 4103 members 
Mstep: Class 23 contains 197746 members 
Mstep: Class 24 contains 67346 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
Score: -183909136.000000 Penalty: 88612.250000
Splitting cluster 9 changes total score from -183879248.000000 to -183909136.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (84984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Entering Unmasked Estep 
Score: -9885137.000000 Penalty: 2814.854004
	Iteration 0F: 2 clusters Score -9885137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -9828235.000000 Penalty: 5629.708008
	Iteration 0F: 3 clusters Score -9828235 nChanged 40244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -9850699.000000 Penalty: 5629.708008
	Iteration 1F: 3 clusters Score -9850699 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -9851275.000000 Penalty: 5629.708008
	Iteration 2Q: 3 clusters Score -9851275 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -9851962.000000 Penalty: 5629.708008
	Iteration 3Q: 3 clusters Score -9851962 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -9852739.000000 Penalty: 5629.708008
	Iteration 4Q: 3 clusters Score -9852739 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -9853787.000000 Penalty: 5629.708008
	Iteration 5Q: 3 clusters Score -9853787 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -9855467.000000 Penalty: 5629.708008
	Iteration 6Q: 3 clusters Score -9855467 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -9858384.000000 Penalty: 5629.708008
	Iteration 7Q: 3 clusters Score -9858384 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -9862570.000000 Penalty: 5629.708008
	Iteration 8F: 3 clusters Score -9862570 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -9867405.000000 Penalty: 5629.708008
	Iteration 9F: 3 clusters Score -9867405 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -9871807.000000 Penalty: 5629.708008
	Iteration 10F: 3 clusters Score -9871807 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -9874851.000000 Penalty: 5629.708008
	Iteration 11F: 3 clusters Score -9874851 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -9876772.000000 Penalty: 5629.708008
	Iteration 12Q: 3 clusters Score -9876772 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -9877867.000000 Penalty: 5629.708008
	Iteration 13Q: 3 clusters Score -9877867 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -9878498.000000 Penalty: 5629.708008
	Iteration 14Q: 3 clusters Score -9878498 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -9878921.000000 Penalty: 5629.708008
	Iteration 15Q: 3 clusters Score -9878921 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -9879316.000000 Penalty: 5629.708008
	Iteration 16Q: 3 clusters Score -9879316 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -9879536.000000 Penalty: 5629.708008
	Iteration 17Q: 3 clusters Score -9879536 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -9879748.000000 Penalty: 5629.708008
	Iteration 18Q: 3 clusters Score -9879748 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -9879907.000000 Penalty: 5629.708008
	Iteration 19Q: 3 clusters Score -9879907 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -9880010.000000 Penalty: 5629.708008
	Iteration 20F: 3 clusters Score -9880010 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -9880098.000000 Penalty: 5629.708008
	Iteration 21Q: 3 clusters Score -9880098 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -9880130.000000 Penalty: 5629.708008
	Iteration 22Q: 3 clusters Score -9880130 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -9880198.000000 Penalty: 5629.708008
	Iteration 23Q: 3 clusters Score -9880198 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -9880256.000000 Penalty: 5629.708008
	Iteration 24Q: 3 clusters Score -9880256 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -9880276.000000 Penalty: 5629.708008
	Iteration 25Q: 3 clusters Score -9880276 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9880309.000000 Penalty: 5629.708008
	Iteration 26Q: 3 clusters Score -9880309 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -9880358.000000 Penalty: 5629.708008
	Iteration 27Q: 3 clusters Score -9880358 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -9880372.000000 Penalty: 5629.708008
	Iteration 28Q: 3 clusters Score -9880372 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -9880399.000000 Penalty: 5629.708008
	Iteration 29Q: 3 clusters Score -9880399 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -9880400.000000 Penalty: 5629.708008
	Iteration 30Q: 3 clusters Score -9880400 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -9880401.000000 Penalty: 5629.708008
	Iteration 31Q: 3 clusters Score -9880401 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -9880423.000000 Penalty: 5629.708008
	Iteration 32Q: 3 clusters Score -9880423 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -9880433.000000 Penalty: 5629.708008
	Iteration 33Q: 3 clusters Score -9880433 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -9880422.000000 Penalty: 5629.708008
	Iteration 34Q: 3 clusters Score -9880422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -9880452.000000 Penalty: 5629.708008
	Iteration 35Q: 3 clusters Score -9880452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -9880494.000000 Penalty: 5629.708008
	Iteration 36Q: 3 clusters Score -9880494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -9880512.000000 Penalty: 5629.708008
	Iteration 37Q: 3 clusters Score -9880512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -9880504.000000 Penalty: 5629.708008
	Iteration 38Q: 3 clusters Score -9880504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -9880512.000000 Penalty: 5629.708008
	Iteration 39Q: 3 clusters Score -9880512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -9880497.000000 Penalty: 5629.708008
	Iteration 40F: 3 clusters Score -9880497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -9880493.000000 Penalty: 5629.708008
	Iteration 41Q: 3 clusters Score -9880493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -9880493.000000 Penalty: 5629.708008
	Iteration 42Q: 3 clusters Score -9880493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -9880500.000000 Penalty: 5629.708008
	Iteration 43Q: 3 clusters Score -9880500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9880485.000000 Penalty: 5629.708008
	Iteration 44Q: 3 clusters Score -9880485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -9880485.000000 Penalty: 5629.708008
	Iteration 45Q: 3 clusters Score -9880485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -9880488.000000 Penalty: 5629.708008
	Iteration 46Q: 3 clusters Score -9880488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -9880488.000000 Penalty: 5629.708008
	Iteration 47Q: 3 clusters Score -9880488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -9880483.000000 Penalty: 5629.708008
	Iteration 48Q: 3 clusters Score -9880483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -9880477.000000 Penalty: 5629.708008
	Iteration 49Q: 3 clusters Score -9880477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -9880472.000000 Penalty: 5629.708008
	Iteration 50Q: 3 clusters Score -9880472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -9880473.000000 Penalty: 5629.708008
	Iteration 51Q: 3 clusters Score -9880473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -9880492.000000 Penalty: 5629.708008
	Iteration 52Q: 3 clusters Score -9880492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -9880495.000000 Penalty: 5629.708008
	Iteration 53Q: 3 clusters Score -9880495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -9880513.000000 Penalty: 5629.708008
	Iteration 54Q: 3 clusters Score -9880513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -9880504.000000 Penalty: 5629.708008
	Iteration 55Q: 3 clusters Score -9880504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -9880508.000000 Penalty: 5629.708008
	Iteration 56Q: 3 clusters Score -9880508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -9880515.000000 Penalty: 5629.708008
	Iteration 57Q: 3 clusters Score -9880515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -9880515.000000 Penalty: 5629.708008
	Iteration 58Q: 3 clusters Score -9880515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -9880513.000000 Penalty: 5629.708008
	Iteration 59Q: 3 clusters Score -9880513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -9880517.000000 Penalty: 5629.708008
	Iteration 60F: 3 clusters Score -9880517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -9880509.000000 Penalty: 5629.708008
	Iteration 61Q: 3 clusters Score -9880509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -9880509.000000 Penalty: 5629.708008
	Iteration 62Q: 3 clusters Score -9880509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -9880509.000000 Penalty: 5629.708008
	Iteration 63Q: 3 clusters Score -9880509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -9880511.000000 Penalty: 5629.708008
	Iteration 64Q: 3 clusters Score -9880511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -9880516.000000 Penalty: 5629.708008
	Iteration 65Q: 3 clusters Score -9880516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -9880508.000000 Penalty: 5629.708008
	Iteration 66Q: 3 clusters Score -9880508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -9880502.000000 Penalty: 5629.708008
	Iteration 67Q: 3 clusters Score -9880502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -9880502.000000 Penalty: 5629.708008
	Iteration 68Q: 3 clusters Score -9880502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -9880503.000000 Penalty: 5629.708008
	Iteration 69Q: 3 clusters Score -9880503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -9880501.000000 Penalty: 5629.708008
	Iteration 70Q: 3 clusters Score -9880501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -9880500.000000 Penalty: 5629.708008
	Iteration 71Q: 3 clusters Score -9880500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -9880506.000000 Penalty: 5629.708008
	Iteration 72Q: 3 clusters Score -9880506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -9880504.000000 Penalty: 5629.708008
	Iteration 73Q: 3 clusters Score -9880504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -9880505.000000 Penalty: 5629.708008
	Iteration 74Q: 3 clusters Score -9880505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -9880505.000000 Penalty: 5629.708008
	Iteration 75F: 3 clusters Score -9880505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (116014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116014 members 
Entering Unmasked Estep 
Score: -13822623.000000 Penalty: 2892.043701
	Iteration 0F: 2 clusters Score -1.382262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -13744936.000000 Penalty: 5784.087402
	Iteration 0F: 3 clusters Score -1.374494e+07 nChanged 55046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -13776550.000000 Penalty: 5784.087402
	Iteration 1F: 3 clusters Score -1.377655e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -13777464.000000 Penalty: 5784.087402
	Iteration 2Q: 3 clusters Score -1.377746e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -13778702.000000 Penalty: 5784.087402
	Iteration 3Q: 3 clusters Score -1.37787e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -13780106.000000 Penalty: 5784.087402
	Iteration 4Q: 3 clusters Score -1.378011e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -13782249.000000 Penalty: 5784.087402
	Iteration 5Q: 3 clusters Score -1.378225e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -13785707.000000 Penalty: 5784.087402
	Iteration 6F: 3 clusters Score -1.378571e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
Score: -13791312.000000 Penalty: 5784.087402
	Iteration 7F: 3 clusters Score -1.379131e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -13798778.000000 Penalty: 5784.087402
	Iteration 8F: 3 clusters Score -1.379878e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 101321 members 
Entering Unmasked Estep 
Score: -13806645.000000 Penalty: 5784.087402
	Iteration 9F: 3 clusters Score -1.380664e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -13812878.000000 Penalty: 5784.087402
	Iteration 10F: 3 clusters Score -1.381288e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -13816578.000000 Penalty: 5784.087402
	Iteration 11Q: 3 clusters Score -1.381658e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 113955 members 
Entering Unmasked Estep 
Score: -13818394.000000 Penalty: 5784.087402
	Iteration 12Q: 3 clusters Score -1.381839e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -13819269.000000 Penalty: 5784.087402
	Iteration 13Q: 3 clusters Score -1.381927e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -13819646.000000 Penalty: 5784.087402
	Iteration 14Q: 3 clusters Score -1.381965e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -13819827.000000 Penalty: 5784.087402
	Iteration 15Q: 3 clusters Score -1.381983e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -13819927.000000 Penalty: 5784.087402
	Iteration 16Q: 3 clusters Score -1.381993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 115589 members 
Entering Unmasked Estep 
Score: -13819986.000000 Penalty: 5784.087402
	Iteration 17Q: 3 clusters Score -1.381999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -13820013.000000 Penalty: 5784.087402
	Iteration 18Q: 3 clusters Score -1.382001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -13820040.000000 Penalty: 5784.087402
	Iteration 19Q: 3 clusters Score -1.382004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 115631 members 
Entering Unmasked Estep 
Score: -13820063.000000 Penalty: 5784.087402
	Iteration 20F: 3 clusters Score -1.382006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -13820073.000000 Penalty: 5784.087402
	Iteration 21Q: 3 clusters Score -1.382007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -13820095.000000 Penalty: 5784.087402
	Iteration 22Q: 3 clusters Score -1.38201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 115665 members 
Entering Unmasked Estep 
Score: -13820101.000000 Penalty: 5784.087402
	Iteration 23Q: 3 clusters Score -1.38201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -13820115.000000 Penalty: 5784.087402
	Iteration 24Q: 3 clusters Score -1.382012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -13820115.000000 Penalty: 5784.087402
	Iteration 25Q: 3 clusters Score -1.382012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -13820116.000000 Penalty: 5784.087402
	Iteration 26Q: 3 clusters Score -1.382012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -13820116.000000 Penalty: 5784.087402
	Iteration 27F: 3 clusters Score -1.382012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -599805.750000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -599805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -595024.875000 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -595024.9 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -596367.875000 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -596367.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -596750.750000 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -596750.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -597022.125000 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -597022.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -597302.687500 Penalty: 4270.266113
	Iteration 4F: 3 clusters Score -597302.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -597605.562500 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -597605.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -597994.812500 Penalty: 4270.266113
	Iteration 6F: 3 clusters Score -597994.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -598282.250000 Penalty: 4270.266113
	Iteration 7F: 3 clusters Score -598282.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -598562.437500 Penalty: 4270.266113
	Iteration 8F: 3 clusters Score -598562.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -598842.500000 Penalty: 4270.266113
	Iteration 9F: 3 clusters Score -598842.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -599105.125000 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -599105.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -599357.500000 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -599357.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -599542.062500 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -599542.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -599704.812500 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -599704.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -599825.375000 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -599825.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -599903.000000 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -599903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -599980.312500 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -599980.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -600031.000000 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -600031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -600066.500000 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -600066.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -600095.750000 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -600095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -600119.562500 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -600119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -600144.125000 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -600144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -600154.625000 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -600154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -600176.812500 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -600176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -600202.187500 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -600202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -600215.812500 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -600215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -600231.562500 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -600231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -600235.937500 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -600235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -600238.812500 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -600238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -600241.312500 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -600241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -600249.250000 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -600249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -600252.312500 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -600252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -600254.937500 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -600254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -600270.312500 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -600270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -600277.062500 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -600277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -600283.500000 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -600283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -600287.750000 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -600287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -600289.750000 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -600289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -600289.750000 Penalty: 4270.266113
	Iteration 38F: 3 clusters Score -600289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 260214 members 
Mstep: Class 5 contains 46675 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 84984 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 116014 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 326840 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 80610 members 
Mstep: Class 20 contains 121324 members 
Mstep: Class 21 contains 158973 members 
Mstep: Class 22 contains 4103 members 
Mstep: Class 23 contains 197746 members 
Mstep: Class 24 contains 67346 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 5238 members 
Entering Unmasked Estep 
Score: -183908464.000000 Penalty: 92156.742188
Splitting cluster 13 changes total score from -183879248.000000 to -183908464.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (20843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Entering Unmasked Estep 
Score: -2424145.250000 Penalty: 2466.303955
	Iteration 0F: 2 clusters Score -2424145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2409582.750000 Penalty: 4932.607910
	Iteration 0F: 3 clusters Score -2409583 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2414622.000000 Penalty: 4932.607910
	Iteration 1F: 3 clusters Score -2414622 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2415113.500000 Penalty: 4932.607910
	Iteration 2F: 3 clusters Score -2415114 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2415589.500000 Penalty: 4932.607910
	Iteration 3F: 3 clusters Score -2415590 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2416073.000000 Penalty: 4932.607910
	Iteration 4Q: 3 clusters Score -2416073 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2416642.500000 Penalty: 4932.607910
	Iteration 5F: 3 clusters Score -2416642 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2417267.750000 Penalty: 4932.607910
	Iteration 6F: 3 clusters Score -2417268 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2418024.000000 Penalty: 4932.607910
	Iteration 7F: 3 clusters Score -2418024 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2418888.250000 Penalty: 4932.607910
	Iteration 8F: 3 clusters Score -2418888 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2419682.500000 Penalty: 4932.607910
	Iteration 9F: 3 clusters Score -2419682 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2420373.750000 Penalty: 4932.607910
	Iteration 10Q: 3 clusters Score -2420374 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2420928.750000 Penalty: 4932.607910
	Iteration 11Q: 3 clusters Score -2420929 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2421426.500000 Penalty: 4932.607910
	Iteration 12Q: 3 clusters Score -2421426 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2421872.500000 Penalty: 4932.607910
	Iteration 13Q: 3 clusters Score -2421872 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2422335.500000 Penalty: 4932.607910
	Iteration 14Q: 3 clusters Score -2422336 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2422755.000000 Penalty: 4932.607910
	Iteration 15Q: 3 clusters Score -2422755 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2423118.750000 Penalty: 4932.607910
	Iteration 16Q: 3 clusters Score -2423119 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2423397.500000 Penalty: 4932.607910
	Iteration 17Q: 3 clusters Score -2423398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2423612.750000 Penalty: 4932.607910
	Iteration 18Q: 3 clusters Score -2423613 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2423755.500000 Penalty: 4932.607910
	Iteration 19Q: 3 clusters Score -2423756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2423842.750000 Penalty: 4932.607910
	Iteration 20F: 3 clusters Score -2423843 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2423882.750000 Penalty: 4932.607910
	Iteration 21Q: 3 clusters Score -2423883 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2423908.500000 Penalty: 4932.607910
	Iteration 22Q: 3 clusters Score -2423908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2423932.750000 Penalty: 4932.607910
	Iteration 23Q: 3 clusters Score -2423933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2423952.250000 Penalty: 4932.607910
	Iteration 24Q: 3 clusters Score -2423952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2423968.250000 Penalty: 4932.607910
	Iteration 25Q: 3 clusters Score -2423968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2423968.750000 Penalty: 4932.607910
	Iteration 26Q: 3 clusters Score -2423969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2423979.000000 Penalty: 4932.607910
	Iteration 27Q: 3 clusters Score -2423979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2423977.750000 Penalty: 4932.607910
	Iteration 28Q: 3 clusters Score -2423978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2423973.000000 Penalty: 4932.607910
	Iteration 29Q: 3 clusters Score -2423973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2423981.500000 Penalty: 4932.607910
	Iteration 30Q: 3 clusters Score -2423982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2423981.000000 Penalty: 4932.607910
	Iteration 31Q: 3 clusters Score -2423981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2423983.000000 Penalty: 4932.607910
	Iteration 32Q: 3 clusters Score -2423983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2423981.000000 Penalty: 4932.607910
	Iteration 33Q: 3 clusters Score -2423981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2423978.250000 Penalty: 4932.607910
	Iteration 34Q: 3 clusters Score -2423978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2423979.500000 Penalty: 4932.607910
	Iteration 35Q: 3 clusters Score -2423980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2423979.500000 Penalty: 4932.607910
	Iteration 36F: 3 clusters Score -2423980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -779788.500000 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -779788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -774108.937500 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -774108.9 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -775522.937500 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -775522.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -775754.187500 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -775754.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -775885.187500 Penalty: 4379.949219
	Iteration 3Q: 3 clusters Score -775885.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -775998.750000 Penalty: 4379.949219
	Iteration 4Q: 3 clusters Score -775998.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -776085.687500 Penalty: 4379.949219
	Iteration 5Q: 3 clusters Score -776085.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -776179.625000 Penalty: 4379.949219
	Iteration 6Q: 3 clusters Score -776179.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -776273.187500 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -776273.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -776359.562500 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -776359.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -776456.250000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -776456.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -776593.875000 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -776593.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -776766.562500 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -776766.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -776965.250000 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -776965.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -777167.125000 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -777167.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -777346.000000 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -777346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -777491.812500 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -777491.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -777614.812500 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -777614.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -777707.250000 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -777707.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -777783.437500 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -777783.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -777833.500000 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -777833.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -777884.875000 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -777884.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -777928.437500 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -777928.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -777969.187500 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -777969.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -777997.000000 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -777997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -778010.375000 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -778010.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -778029.312500 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -778029.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -778040.812500 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -778040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -778053.062500 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -778053.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -778062.062500 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -778062.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -778069.375000 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -778069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -778071.625000 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -778071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -778073.125000 Penalty: 4379.949219
	Iteration 31Q: 3 clusters Score -778073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -778077.125000 Penalty: 4379.949219
	Iteration 32Q: 3 clusters Score -778077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -778079.875000 Penalty: 4379.949219
	Iteration 33Q: 3 clusters Score -778079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -778084.937500 Penalty: 4379.949219
	Iteration 34Q: 3 clusters Score -778084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -778093.937500 Penalty: 4379.949219
	Iteration 35Q: 3 clusters Score -778093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -778099.437500 Penalty: 4379.949219
	Iteration 36Q: 3 clusters Score -778099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -778104.875000 Penalty: 4379.949219
	Iteration 37Q: 3 clusters Score -778104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -778107.750000 Penalty: 4379.949219
	Iteration 38Q: 3 clusters Score -778107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -778107.750000 Penalty: 4379.949219
	Iteration 39F: 3 clusters Score -778107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (326840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326840 members 
Entering Unmasked Estep 
Score: -38157120.000000 Penalty: 3148.911865
	Iteration 0F: 2 clusters Score -3.815712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -37949592.000000 Penalty: 6297.823730
	Iteration 0F: 3 clusters Score -3.794959e+07 nChanged 158822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172405 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -38043824.000000 Penalty: 6297.823730
	Iteration 1F: 3 clusters Score -3.804382e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -38046396.000000 Penalty: 6297.823730
	Iteration 2Q: 3 clusters Score -3.80464e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188740 members 
Mstep: Class 2 contains 138100 members 
Entering Unmasked Estep 
Score: -38050856.000000 Penalty: 6297.823730
	Iteration 3Q: 3 clusters Score -3.805086e+07 nChanged 18532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203922 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -38059924.000000 Penalty: 6297.823730
	Iteration 4F: 3 clusters Score -3.805992e+07 nChanged 24810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225112 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -38076808.000000 Penalty: 6297.823730
	Iteration 5F: 3 clusters Score -3.807681e+07 nChanged 28834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250420 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -38100564.000000 Penalty: 6297.823730
	Iteration 6F: 3 clusters Score -3.810056e+07 nChanged 26312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273968 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -38125276.000000 Penalty: 6297.823730
	Iteration 7F: 3 clusters Score -3.812528e+07 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289025 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -38146308.000000 Penalty: 6297.823730
	Iteration 8F: 3 clusters Score -3.814631e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294760 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -38157624.000000 Penalty: 6297.823730
	Iteration 9Q: 3 clusters Score -3.815762e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296471 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -38161444.000000 Penalty: 6297.823730
	Iteration 10Q: 3 clusters Score -3.816144e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297699 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -38162944.000000 Penalty: 6297.823730
	Iteration 11Q: 3 clusters Score -3.816294e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298867 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -38163996.000000 Penalty: 6297.823730
	Iteration 12Q: 3 clusters Score -3.8164e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299929 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -38164600.000000 Penalty: 6297.823730
	Iteration 13Q: 3 clusters Score -3.81646e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300928 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -38165168.000000 Penalty: 6297.823730
	Iteration 14Q: 3 clusters Score -3.816517e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301865 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -38165344.000000 Penalty: 6297.823730
	Iteration 15Q: 3 clusters Score -3.816534e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302775 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -38165560.000000 Penalty: 6297.823730
	Iteration 16Q: 3 clusters Score -3.816556e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303679 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -38165760.000000 Penalty: 6297.823730
	Iteration 17Q: 3 clusters Score -3.816576e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304618 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -38165964.000000 Penalty: 6297.823730
	Iteration 18Q: 3 clusters Score -3.816596e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305577 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -38165992.000000 Penalty: 6297.823730
	Iteration 19Q: 3 clusters Score -3.816599e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306567 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -38166028.000000 Penalty: 6297.823730
	Iteration 20F: 3 clusters Score -3.816603e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307544 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -38166068.000000 Penalty: 6297.823730
	Iteration 21Q: 3 clusters Score -3.816607e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308463 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -38166240.000000 Penalty: 6297.823730
	Iteration 22Q: 3 clusters Score -3.816624e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309394 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -38166040.000000 Penalty: 6297.823730
	Iteration 23Q: 3 clusters Score -3.816604e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310246 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -38165824.000000 Penalty: 6297.823730
	Iteration 24Q: 3 clusters Score -3.816582e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311053 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -38165584.000000 Penalty: 6297.823730
	Iteration 25Q: 3 clusters Score -3.816558e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311846 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -38165328.000000 Penalty: 6297.823730
	Iteration 26Q: 3 clusters Score -3.816533e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312612 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -38164980.000000 Penalty: 6297.823730
	Iteration 27Q: 3 clusters Score -3.816498e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313393 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -38164620.000000 Penalty: 6297.823730
	Iteration 28Q: 3 clusters Score -3.816462e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314182 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -38164216.000000 Penalty: 6297.823730
	Iteration 29Q: 3 clusters Score -3.816422e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314968 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -38163636.000000 Penalty: 6297.823730
	Iteration 30Q: 3 clusters Score -3.816364e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315719 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -38163296.000000 Penalty: 6297.823730
	Iteration 31Q: 3 clusters Score -3.81633e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316405 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -38163024.000000 Penalty: 6297.823730
	Iteration 32Q: 3 clusters Score -3.816302e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317043 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -38162780.000000 Penalty: 6297.823730
	Iteration 33Q: 3 clusters Score -3.816278e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317665 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -38162304.000000 Penalty: 6297.823730
	Iteration 34Q: 3 clusters Score -3.81623e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318246 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -38162056.000000 Penalty: 6297.823730
	Iteration 35Q: 3 clusters Score -3.816206e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318761 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -38161764.000000 Penalty: 6297.823730
	Iteration 36Q: 3 clusters Score -3.816176e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319227 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -38161524.000000 Penalty: 6297.823730
	Iteration 37Q: 3 clusters Score -3.816152e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319654 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -38161248.000000 Penalty: 6297.823730
	Iteration 38Q: 3 clusters Score -3.816125e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320059 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -38161060.000000 Penalty: 6297.823730
	Iteration 39Q: 3 clusters Score -3.816106e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320445 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -38160712.000000 Penalty: 6297.823730
	Iteration 40F: 3 clusters Score -3.816071e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320796 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -38160372.000000 Penalty: 6297.823730
	Iteration 41Q: 3 clusters Score -3.816037e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321126 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -38160072.000000 Penalty: 6297.823730
	Iteration 42Q: 3 clusters Score -3.816007e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321390 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -38159844.000000 Penalty: 6297.823730
	Iteration 43Q: 3 clusters Score -3.815984e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321616 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -38159712.000000 Penalty: 6297.823730
	Iteration 44Q: 3 clusters Score -3.815971e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321823 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -38159472.000000 Penalty: 6297.823730
	Iteration 45Q: 3 clusters Score -3.815947e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322036 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -38159224.000000 Penalty: 6297.823730
	Iteration 46Q: 3 clusters Score -3.815922e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322247 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -38159080.000000 Penalty: 6297.823730
	Iteration 47Q: 3 clusters Score -3.815908e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322447 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -38158916.000000 Penalty: 6297.823730
	Iteration 48Q: 3 clusters Score -3.815892e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322648 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -38158728.000000 Penalty: 6297.823730
	Iteration 49Q: 3 clusters Score -3.815873e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322867 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -38158432.000000 Penalty: 6297.823730
	Iteration 50Q: 3 clusters Score -3.815843e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323068 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -38158304.000000 Penalty: 6297.823730
	Iteration 51Q: 3 clusters Score -3.81583e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323237 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -38158128.000000 Penalty: 6297.823730
	Iteration 52Q: 3 clusters Score -3.815813e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323402 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -38158056.000000 Penalty: 6297.823730
	Iteration 53Q: 3 clusters Score -3.815806e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323545 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -38157872.000000 Penalty: 6297.823730
	Iteration 54Q: 3 clusters Score -3.815787e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323676 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -38157768.000000 Penalty: 6297.823730
	Iteration 55Q: 3 clusters Score -3.815777e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323787 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -38157708.000000 Penalty: 6297.823730
	Iteration 56Q: 3 clusters Score -3.815771e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323879 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -38157616.000000 Penalty: 6297.823730
	Iteration 57Q: 3 clusters Score -3.815762e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323960 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -38157560.000000 Penalty: 6297.823730
	Iteration 58Q: 3 clusters Score -3.815756e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324035 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -38157520.000000 Penalty: 6297.823730
	Iteration 59Q: 3 clusters Score -3.815752e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324101 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -38157448.000000 Penalty: 6297.823730
	Iteration 60F: 3 clusters Score -3.815745e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324159 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -38157424.000000 Penalty: 6297.823730
	Iteration 61Q: 3 clusters Score -3.815742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324204 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -38157412.000000 Penalty: 6297.823730
	Iteration 62Q: 3 clusters Score -3.815741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324255 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -38157408.000000 Penalty: 6297.823730
	Iteration 63Q: 3 clusters Score -3.815741e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324297 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -38157352.000000 Penalty: 6297.823730
	Iteration 64Q: 3 clusters Score -3.815735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324327 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -38157312.000000 Penalty: 6297.823730
	Iteration 65Q: 3 clusters Score -3.815731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324355 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -38157304.000000 Penalty: 6297.823730
	Iteration 66Q: 3 clusters Score -3.81573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324379 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -38157288.000000 Penalty: 6297.823730
	Iteration 67Q: 3 clusters Score -3.815729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -38157304.000000 Penalty: 6297.823730
	Iteration 68Q: 3 clusters Score -3.81573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324422 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -38157296.000000 Penalty: 6297.823730
	Iteration 69Q: 3 clusters Score -3.81573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324438 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -38157252.000000 Penalty: 6297.823730
	Iteration 70Q: 3 clusters Score -3.815725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324454 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -38157260.000000 Penalty: 6297.823730
	Iteration 71Q: 3 clusters Score -3.815726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324466 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -38157232.000000 Penalty: 6297.823730
	Iteration 72Q: 3 clusters Score -3.815723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324479 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -38157244.000000 Penalty: 6297.823730
	Iteration 73Q: 3 clusters Score -3.815724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324497 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -38157224.000000 Penalty: 6297.823730
	Iteration 74Q: 3 clusters Score -3.815722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324520 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -38157164.000000 Penalty: 6297.823730
	Iteration 75Q: 3 clusters Score -3.815716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324538 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -38157188.000000 Penalty: 6297.823730
	Iteration 76Q: 3 clusters Score -3.815719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324556 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -38157200.000000 Penalty: 6297.823730
	Iteration 77Q: 3 clusters Score -3.81572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324574 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -38157172.000000 Penalty: 6297.823730
	Iteration 78Q: 3 clusters Score -3.815717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324595 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -38157148.000000 Penalty: 6297.823730
	Iteration 79Q: 3 clusters Score -3.815715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -38157128.000000 Penalty: 6297.823730
	Iteration 80F: 3 clusters Score -3.815713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324629 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -38157076.000000 Penalty: 6297.823730
	Iteration 81Q: 3 clusters Score -3.815708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324640 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -38157060.000000 Penalty: 6297.823730
	Iteration 82Q: 3 clusters Score -3.815706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324652 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -38157040.000000 Penalty: 6297.823730
	Iteration 83Q: 3 clusters Score -3.815704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324661 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -38157032.000000 Penalty: 6297.823730
	Iteration 84Q: 3 clusters Score -3.815703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324667 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -38157012.000000 Penalty: 6297.823730
	Iteration 85Q: 3 clusters Score -3.815701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324675 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -38157016.000000 Penalty: 6297.823730
	Iteration 86Q: 3 clusters Score -3.815702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324683 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -38156968.000000 Penalty: 6297.823730
	Iteration 87Q: 3 clusters Score -3.815697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324693 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -38156996.000000 Penalty: 6297.823730
	Iteration 88Q: 3 clusters Score -3.8157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324699 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -38156964.000000 Penalty: 6297.823730
	Iteration 89Q: 3 clusters Score -3.815696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324706 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -38156976.000000 Penalty: 6297.823730
	Iteration 90Q: 3 clusters Score -3.815698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324713 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -38156988.000000 Penalty: 6297.823730
	Iteration 91Q: 3 clusters Score -3.815699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324720 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -38156976.000000 Penalty: 6297.823730
	Iteration 92Q: 3 clusters Score -3.815698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324727 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -38156984.000000 Penalty: 6297.823730
	Iteration 93Q: 3 clusters Score -3.815698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324735 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -38156968.000000 Penalty: 6297.823730
	Iteration 94Q: 3 clusters Score -3.815697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324743 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -38156952.000000 Penalty: 6297.823730
	Iteration 95Q: 3 clusters Score -3.815695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324750 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -38156968.000000 Penalty: 6297.823730
	Iteration 96Q: 3 clusters Score -3.815697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324759 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -38156960.000000 Penalty: 6297.823730
	Iteration 97Q: 3 clusters Score -3.815696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324772 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -38156936.000000 Penalty: 6297.823730
	Iteration 98Q: 3 clusters Score -3.815694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324788 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -38156916.000000 Penalty: 6297.823730
	Iteration 99Q: 3 clusters Score -3.815692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324800 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -38156916.000000 Penalty: 6297.823730
	Iteration 100F: 3 clusters Score -3.815692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324810 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -38156904.000000 Penalty: 6297.823730
	Iteration 101Q: 3 clusters Score -3.81569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324819 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -38156912.000000 Penalty: 6297.823730
	Iteration 102Q: 3 clusters Score -3.815691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324834 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -38156892.000000 Penalty: 6297.823730
	Iteration 103Q: 3 clusters Score -3.815689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324844 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -38156892.000000 Penalty: 6297.823730
	Iteration 104Q: 3 clusters Score -3.815689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324853 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -38156884.000000 Penalty: 6297.823730
	Iteration 105Q: 3 clusters Score -3.815688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324866 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -38156860.000000 Penalty: 6297.823730
	Iteration 106Q: 3 clusters Score -3.815686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324876 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -38156840.000000 Penalty: 6297.823730
	Iteration 107Q: 3 clusters Score -3.815684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324890 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -38156868.000000 Penalty: 6297.823730
	Iteration 108Q: 3 clusters Score -3.815687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324904 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -38156864.000000 Penalty: 6297.823730
	Iteration 109Q: 3 clusters Score -3.815686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324913 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -38156840.000000 Penalty: 6297.823730
	Iteration 110Q: 3 clusters Score -3.815684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324921 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -38156844.000000 Penalty: 6297.823730
	Iteration 111Q: 3 clusters Score -3.815684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324923 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -38156824.000000 Penalty: 6297.823730
	Iteration 112Q: 3 clusters Score -3.815682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324925 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -38156812.000000 Penalty: 6297.823730
	Iteration 113Q: 3 clusters Score -3.815681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324928 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -38156824.000000 Penalty: 6297.823730
	Iteration 114Q: 3 clusters Score -3.815682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324930 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -38156840.000000 Penalty: 6297.823730
	Iteration 115Q: 3 clusters Score -3.815684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324935 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -38156836.000000 Penalty: 6297.823730
	Iteration 116Q: 3 clusters Score -3.815684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324947 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -38156816.000000 Penalty: 6297.823730
	Iteration 117Q: 3 clusters Score -3.815682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324960 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -38156808.000000 Penalty: 6297.823730
	Iteration 118Q: 3 clusters Score -3.815681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324972 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -38156804.000000 Penalty: 6297.823730
	Iteration 119Q: 3 clusters Score -3.81568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324993 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -38156792.000000 Penalty: 6297.823730
	Iteration 120F: 3 clusters Score -3.815679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325014 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -38156800.000000 Penalty: 6297.823730
	Iteration 121Q: 3 clusters Score -3.81568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325028 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -38156792.000000 Penalty: 6297.823730
	Iteration 122Q: 3 clusters Score -3.815679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325039 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -38156736.000000 Penalty: 6297.823730
	Iteration 123Q: 3 clusters Score -3.815674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325052 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -38156712.000000 Penalty: 6297.823730
	Iteration 124Q: 3 clusters Score -3.815671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325062 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -38156692.000000 Penalty: 6297.823730
	Iteration 125Q: 3 clusters Score -3.815669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325068 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -38156688.000000 Penalty: 6297.823730
	Iteration 126Q: 3 clusters Score -3.815669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325080 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -38156700.000000 Penalty: 6297.823730
	Iteration 127Q: 3 clusters Score -3.81567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325086 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -38156676.000000 Penalty: 6297.823730
	Iteration 128Q: 3 clusters Score -3.815668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325088 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -38156668.000000 Penalty: 6297.823730
	Iteration 129Q: 3 clusters Score -3.815667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325093 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -38156680.000000 Penalty: 6297.823730
	Iteration 130Q: 3 clusters Score -3.815668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325097 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -38156688.000000 Penalty: 6297.823730
	Iteration 131Q: 3 clusters Score -3.815669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325103 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -38156668.000000 Penalty: 6297.823730
	Iteration 132Q: 3 clusters Score -3.815667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325111 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -38156664.000000 Penalty: 6297.823730
	Iteration 133Q: 3 clusters Score -3.815666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325122 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -38156656.000000 Penalty: 6297.823730
	Iteration 134Q: 3 clusters Score -3.815666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325128 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -38156656.000000 Penalty: 6297.823730
	Iteration 135Q: 3 clusters Score -3.815666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325133 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -38156660.000000 Penalty: 6297.823730
	Iteration 136Q: 3 clusters Score -3.815666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325138 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -38156644.000000 Penalty: 6297.823730
	Iteration 137Q: 3 clusters Score -3.815664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325142 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -38156624.000000 Penalty: 6297.823730
	Iteration 138Q: 3 clusters Score -3.815662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325146 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -38156616.000000 Penalty: 6297.823730
	Iteration 139Q: 3 clusters Score -3.815662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325153 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -38156636.000000 Penalty: 6297.823730
	Iteration 140F: 3 clusters Score -3.815664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325158 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -38156596.000000 Penalty: 6297.823730
	Iteration 141Q: 3 clusters Score -3.81566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325159 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -38156596.000000 Penalty: 6297.823730
	Iteration 142Q: 3 clusters Score -3.81566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325162 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -38156596.000000 Penalty: 6297.823730
	Iteration 143Q: 3 clusters Score -3.81566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325165 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -38156592.000000 Penalty: 6297.823730
	Iteration 144Q: 3 clusters Score -3.815659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325167 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -38156600.000000 Penalty: 6297.823730
	Iteration 145Q: 3 clusters Score -3.81566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325167 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -38156600.000000 Penalty: 6297.823730
	Iteration 146F: 3 clusters Score -3.81566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (80075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Entering Unmasked Estep 
Score: -9095628.000000 Penalty: 2800.098389
	Iteration 0F: 2 clusters Score -9095628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -9042049.000000 Penalty: 5600.196777
	Iteration 0F: 3 clusters Score -9042049 nChanged 37727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -9063284.000000 Penalty: 5600.196777
	Iteration 1F: 3 clusters Score -9063284 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9063944.000000 Penalty: 5600.196777
	Iteration 2Q: 3 clusters Score -9063944 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -9064582.000000 Penalty: 5600.196777
	Iteration 3Q: 3 clusters Score -9064582 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -9065339.000000 Penalty: 5600.196777
	Iteration 4Q: 3 clusters Score -9065339 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -9066416.000000 Penalty: 5600.196777
	Iteration 5Q: 3 clusters Score -9066416 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -9068065.000000 Penalty: 5600.196777
	Iteration 6Q: 3 clusters Score -9068065 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -9070790.000000 Penalty: 5600.196777
	Iteration 7F: 3 clusters Score -9070790 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -9074867.000000 Penalty: 5600.196777
	Iteration 8F: 3 clusters Score -9074867 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -9080526.000000 Penalty: 5600.196777
	Iteration 9F: 3 clusters Score -9080526 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -9086216.000000 Penalty: 5600.196777
	Iteration 10F: 3 clusters Score -9086216 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -9090208.000000 Penalty: 5600.196777
	Iteration 11F: 3 clusters Score -9090208 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9092190.000000 Penalty: 5600.196777
	Iteration 12Q: 3 clusters Score -9092190 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9092875.000000 Penalty: 5600.196777
	Iteration 13Q: 3 clusters Score -9092875 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9093108.000000 Penalty: 5600.196777
	Iteration 14Q: 3 clusters Score -9093108 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9093243.000000 Penalty: 5600.196777
	Iteration 15Q: 3 clusters Score -9093243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9093319.000000 Penalty: 5600.196777
	Iteration 16Q: 3 clusters Score -9093319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9093371.000000 Penalty: 5600.196777
	Iteration 17Q: 3 clusters Score -9093371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9093401.000000 Penalty: 5600.196777
	Iteration 18Q: 3 clusters Score -9093401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9093405.000000 Penalty: 5600.196777
	Iteration 19Q: 3 clusters Score -9093405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9093420.000000 Penalty: 5600.196777
	Iteration 20F: 3 clusters Score -9093420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9093436.000000 Penalty: 5600.196777
	Iteration 21Q: 3 clusters Score -9093436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9093448.000000 Penalty: 5600.196777
	Iteration 22Q: 3 clusters Score -9093448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9093461.000000 Penalty: 5600.196777
	Iteration 23Q: 3 clusters Score -9093461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9093461.000000 Penalty: 5600.196777
	Iteration 24Q: 3 clusters Score -9093461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9093470.000000 Penalty: 5600.196777
	Iteration 25Q: 3 clusters Score -9093470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9093478.000000 Penalty: 5600.196777
	Iteration 26Q: 3 clusters Score -9093478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9093476.000000 Penalty: 5600.196777
	Iteration 27Q: 3 clusters Score -9093476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9093476.000000 Penalty: 5600.196777
	Iteration 28F: 3 clusters Score -9093476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Entering Unmasked Estep 
Score: -9504747.000000 Penalty: 2801.749756
	Iteration 0F: 2 clusters Score -9504747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -9450980.000000 Penalty: 5603.499512
	Iteration 0F: 3 clusters Score -9450980 nChanged 37660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -9472360.000000 Penalty: 5603.499512
	Iteration 1F: 3 clusters Score -9472360 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -9473390.000000 Penalty: 5603.499512
	Iteration 2Q: 3 clusters Score -9473390 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -9474711.000000 Penalty: 5603.499512
	Iteration 3Q: 3 clusters Score -9474711 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -9476571.000000 Penalty: 5603.499512
	Iteration 4Q: 3 clusters Score -9476571 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -9479185.000000 Penalty: 5603.499512
	Iteration 5F: 3 clusters Score -9479185 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -9482889.000000 Penalty: 5603.499512
	Iteration 6F: 3 clusters Score -9482889 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -9487178.000000 Penalty: 5603.499512
	Iteration 7F: 3 clusters Score -9487178 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -9491566.000000 Penalty: 5603.499512
	Iteration 8F: 3 clusters Score -9491566 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -9495178.000000 Penalty: 5603.499512
	Iteration 9F: 3 clusters Score -9495178 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9497571.000000 Penalty: 5603.499512
	Iteration 10Q: 3 clusters Score -9497571 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9499140.000000 Penalty: 5603.499512
	Iteration 11Q: 3 clusters Score -9499140 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -9500104.000000 Penalty: 5603.499512
	Iteration 12Q: 3 clusters Score -9500104 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -9500769.000000 Penalty: 5603.499512
	Iteration 13Q: 3 clusters Score -9500769 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -9501204.000000 Penalty: 5603.499512
	Iteration 14Q: 3 clusters Score -9501204 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -9501537.000000 Penalty: 5603.499512
	Iteration 15Q: 3 clusters Score -9501537 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -9501823.000000 Penalty: 5603.499512
	Iteration 16Q: 3 clusters Score -9501823 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -9502025.000000 Penalty: 5603.499512
	Iteration 17Q: 3 clusters Score -9502025 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -9502138.000000 Penalty: 5603.499512
	Iteration 18Q: 3 clusters Score -9502138 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -9502256.000000 Penalty: 5603.499512
	Iteration 19Q: 3 clusters Score -9502256 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -9502308.000000 Penalty: 5603.499512
	Iteration 20F: 3 clusters Score -9502308 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -9502352.000000 Penalty: 5603.499512
	Iteration 21Q: 3 clusters Score -9502352 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -9502393.000000 Penalty: 5603.499512
	Iteration 22Q: 3 clusters Score -9502393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -9502445.000000 Penalty: 5603.499512
	Iteration 23Q: 3 clusters Score -9502445 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -9502454.000000 Penalty: 5603.499512
	Iteration 24Q: 3 clusters Score -9502454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -9502495.000000 Penalty: 5603.499512
	Iteration 25Q: 3 clusters Score -9502495 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -9502534.000000 Penalty: 5603.499512
	Iteration 26Q: 3 clusters Score -9502534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -9502553.000000 Penalty: 5603.499512
	Iteration 27Q: 3 clusters Score -9502553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -9502563.000000 Penalty: 5603.499512
	Iteration 28Q: 3 clusters Score -9502563 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -9502566.000000 Penalty: 5603.499512
	Iteration 29Q: 3 clusters Score -9502566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -9502571.000000 Penalty: 5603.499512
	Iteration 30Q: 3 clusters Score -9502571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -9502588.000000 Penalty: 5603.499512
	Iteration 31Q: 3 clusters Score -9502588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -9502593.000000 Penalty: 5603.499512
	Iteration 32Q: 3 clusters Score -9502593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
Score: -9502596.000000 Penalty: 5603.499512
	Iteration 33Q: 3 clusters Score -9502596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -9502605.000000 Penalty: 5603.499512
	Iteration 34Q: 3 clusters Score -9502605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -9502603.000000 Penalty: 5603.499512
	Iteration 35Q: 3 clusters Score -9502603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -9502618.000000 Penalty: 5603.499512
	Iteration 36Q: 3 clusters Score -9502618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -9502636.000000 Penalty: 5603.499512
	Iteration 37Q: 3 clusters Score -9502636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -9502648.000000 Penalty: 5603.499512
	Iteration 38Q: 3 clusters Score -9502648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -9502650.000000 Penalty: 5603.499512
	Iteration 39Q: 3 clusters Score -9502650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -9502660.000000 Penalty: 5603.499512
	Iteration 40F: 3 clusters Score -9502660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -9502661.000000 Penalty: 5603.499512
	Iteration 41Q: 3 clusters Score -9502661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -9502668.000000 Penalty: 5603.499512
	Iteration 42Q: 3 clusters Score -9502668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -9502681.000000 Penalty: 5603.499512
	Iteration 43Q: 3 clusters Score -9502681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -9502677.000000 Penalty: 5603.499512
	Iteration 44Q: 3 clusters Score -9502677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9502677.000000 Penalty: 5603.499512
	Iteration 45Q: 3 clusters Score -9502677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -9502691.000000 Penalty: 5603.499512
	Iteration 46Q: 3 clusters Score -9502691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -9502699.000000 Penalty: 5603.499512
	Iteration 47Q: 3 clusters Score -9502699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -9502695.000000 Penalty: 5603.499512
	Iteration 48Q: 3 clusters Score -9502695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -9502709.000000 Penalty: 5603.499512
	Iteration 49Q: 3 clusters Score -9502709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -9502703.000000 Penalty: 5603.499512
	Iteration 50Q: 3 clusters Score -9502703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -9502684.000000 Penalty: 5603.499512
	Iteration 51Q: 3 clusters Score -9502684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -9502689.000000 Penalty: 5603.499512
	Iteration 52Q: 3 clusters Score -9502689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9502681.000000 Penalty: 5603.499512
	Iteration 53Q: 3 clusters Score -9502681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -9502683.000000 Penalty: 5603.499512
	Iteration 54Q: 3 clusters Score -9502683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -9502673.000000 Penalty: 5603.499512
	Iteration 55Q: 3 clusters Score -9502673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -9502675.000000 Penalty: 5603.499512
	Iteration 56Q: 3 clusters Score -9502675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -9502684.000000 Penalty: 5603.499512
	Iteration 57Q: 3 clusters Score -9502684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -9502690.000000 Penalty: 5603.499512
	Iteration 58Q: 3 clusters Score -9502690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -9502693.000000 Penalty: 5603.499512
	Iteration 59Q: 3 clusters Score -9502693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -9502691.000000 Penalty: 5603.499512
	Iteration 60F: 3 clusters Score -9502691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9502692.000000 Penalty: 5603.499512
	Iteration 61Q: 3 clusters Score -9502692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -9502691.000000 Penalty: 5603.499512
	Iteration 62Q: 3 clusters Score -9502691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9502693.000000 Penalty: 5603.499512
	Iteration 63Q: 3 clusters Score -9502693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9502693.000000 Penalty: 5603.499512
	Iteration 64F: 3 clusters Score -9502693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (121324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121324 members 
Entering Unmasked Estep 
Score: -14276634.000000 Penalty: 2903.142578
	Iteration 0F: 2 clusters Score -1.427663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -14195208.000000 Penalty: 5806.285156
	Iteration 0F: 3 clusters Score -1.419521e+07 nChanged 57629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -14228680.000000 Penalty: 5806.285156
	Iteration 1F: 3 clusters Score -1.422868e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -14229851.000000 Penalty: 5806.285156
	Iteration 2Q: 3 clusters Score -1.422985e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -14231474.000000 Penalty: 5806.285156
	Iteration 3Q: 3 clusters Score -1.423147e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -14233639.000000 Penalty: 5806.285156
	Iteration 4Q: 3 clusters Score -1.423364e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -14236639.000000 Penalty: 5806.285156
	Iteration 5F: 3 clusters Score -1.423664e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -14240362.000000 Penalty: 5806.285156
	Iteration 6F: 3 clusters Score -1.424036e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -14244945.000000 Penalty: 5806.285156
	Iteration 7F: 3 clusters Score -1.424494e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -14250033.000000 Penalty: 5806.285156
	Iteration 8F: 3 clusters Score -1.425003e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -14255188.000000 Penalty: 5806.285156
	Iteration 9F: 3 clusters Score -1.425519e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -14259587.000000 Penalty: 5806.285156
	Iteration 10F: 3 clusters Score -1.425959e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -14262546.000000 Penalty: 5806.285156
	Iteration 11Q: 3 clusters Score -1.426255e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -14264101.000000 Penalty: 5806.285156
	Iteration 12Q: 3 clusters Score -1.42641e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -14265129.000000 Penalty: 5806.285156
	Iteration 13Q: 3 clusters Score -1.426513e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -14265885.000000 Penalty: 5806.285156
	Iteration 14Q: 3 clusters Score -1.426588e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -14266676.000000 Penalty: 5806.285156
	Iteration 15Q: 3 clusters Score -1.426668e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -14267363.000000 Penalty: 5806.285156
	Iteration 16Q: 3 clusters Score -1.426736e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -14267968.000000 Penalty: 5806.285156
	Iteration 17Q: 3 clusters Score -1.426797e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -14268559.000000 Penalty: 5806.285156
	Iteration 18Q: 3 clusters Score -1.426856e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -14269058.000000 Penalty: 5806.285156
	Iteration 19Q: 3 clusters Score -1.426906e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -14269579.000000 Penalty: 5806.285156
	Iteration 20F: 3 clusters Score -1.426958e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -14270007.000000 Penalty: 5806.285156
	Iteration 21Q: 3 clusters Score -1.427001e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -14270499.000000 Penalty: 5806.285156
	Iteration 22Q: 3 clusters Score -1.42705e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -14270944.000000 Penalty: 5806.285156
	Iteration 23Q: 3 clusters Score -1.427094e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -14271318.000000 Penalty: 5806.285156
	Iteration 24Q: 3 clusters Score -1.427132e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -14271722.000000 Penalty: 5806.285156
	Iteration 25Q: 3 clusters Score -1.427172e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -14272109.000000 Penalty: 5806.285156
	Iteration 26Q: 3 clusters Score -1.427211e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -14272325.000000 Penalty: 5806.285156
	Iteration 27Q: 3 clusters Score -1.427232e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -14272691.000000 Penalty: 5806.285156
	Iteration 28Q: 3 clusters Score -1.427269e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -14272935.000000 Penalty: 5806.285156
	Iteration 29Q: 3 clusters Score -1.427294e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -14273218.000000 Penalty: 5806.285156
	Iteration 30Q: 3 clusters Score -1.427322e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -14273469.000000 Penalty: 5806.285156
	Iteration 31Q: 3 clusters Score -1.427347e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -14273649.000000 Penalty: 5806.285156
	Iteration 32Q: 3 clusters Score -1.427365e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -14273869.000000 Penalty: 5806.285156
	Iteration 33Q: 3 clusters Score -1.427387e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -14273992.000000 Penalty: 5806.285156
	Iteration 34Q: 3 clusters Score -1.427399e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 116378 members 
Entering Unmasked Estep 
Score: -14274076.000000 Penalty: 5806.285156
	Iteration 35Q: 3 clusters Score -1.427408e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -14274167.000000 Penalty: 5806.285156
	Iteration 36Q: 3 clusters Score -1.427417e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 116955 members 
Entering Unmasked Estep 
Score: -14274241.000000 Penalty: 5806.285156
	Iteration 37Q: 3 clusters Score -1.427424e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -14274334.000000 Penalty: 5806.285156
	Iteration 38Q: 3 clusters Score -1.427433e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 117412 members 
Entering Unmasked Estep 
Score: -14274415.000000 Penalty: 5806.285156
	Iteration 39Q: 3 clusters Score -1.427442e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -14274467.000000 Penalty: 5806.285156
	Iteration 40F: 3 clusters Score -1.427447e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -14274526.000000 Penalty: 5806.285156
	Iteration 41Q: 3 clusters Score -1.427453e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -14274549.000000 Penalty: 5806.285156
	Iteration 42Q: 3 clusters Score -1.427455e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -14274611.000000 Penalty: 5806.285156
	Iteration 43Q: 3 clusters Score -1.427461e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -14274674.000000 Penalty: 5806.285156
	Iteration 44Q: 3 clusters Score -1.427467e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -14274698.000000 Penalty: 5806.285156
	Iteration 45Q: 3 clusters Score -1.42747e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -14274742.000000 Penalty: 5806.285156
	Iteration 46Q: 3 clusters Score -1.427474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -14274768.000000 Penalty: 5806.285156
	Iteration 47Q: 3 clusters Score -1.427477e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -14274824.000000 Penalty: 5806.285156
	Iteration 48Q: 3 clusters Score -1.427482e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -14274822.000000 Penalty: 5806.285156
	Iteration 49Q: 3 clusters Score -1.427482e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -14274848.000000 Penalty: 5806.285156
	Iteration 50Q: 3 clusters Score -1.427485e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 118836 members 
Entering Unmasked Estep 
Score: -14274848.000000 Penalty: 5806.285156
	Iteration 51Q: 3 clusters Score -1.427485e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -14274885.000000 Penalty: 5806.285156
	Iteration 52Q: 3 clusters Score -1.427488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -14274935.000000 Penalty: 5806.285156
	Iteration 53Q: 3 clusters Score -1.427494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -14274961.000000 Penalty: 5806.285156
	Iteration 54Q: 3 clusters Score -1.427496e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
Score: -14274966.000000 Penalty: 5806.285156
	Iteration 55Q: 3 clusters Score -1.427497e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -14274971.000000 Penalty: 5806.285156
	Iteration 56Q: 3 clusters Score -1.427497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -14274988.000000 Penalty: 5806.285156
	Iteration 57Q: 3 clusters Score -1.427499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -14274991.000000 Penalty: 5806.285156
	Iteration 58Q: 3 clusters Score -1.427499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -14274985.000000 Penalty: 5806.285156
	Iteration 59Q: 3 clusters Score -1.427498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 119192 members 
Entering Unmasked Estep 
Score: -14274991.000000 Penalty: 5806.285156
	Iteration 60F: 3 clusters Score -1.427499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 119213 members 
Entering Unmasked Estep 
Score: -14275011.000000 Penalty: 5806.285156
	Iteration 61Q: 3 clusters Score -1.427501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -14275005.000000 Penalty: 5806.285156
	Iteration 62Q: 3 clusters Score -1.4275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 119241 members 
Entering Unmasked Estep 
Score: -14275011.000000 Penalty: 5806.285156
	Iteration 63Q: 3 clusters Score -1.427501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -14275004.000000 Penalty: 5806.285156
	Iteration 64Q: 3 clusters Score -1.4275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -14275002.000000 Penalty: 5806.285156
	Iteration 65Q: 3 clusters Score -1.4275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -14274993.000000 Penalty: 5806.285156
	Iteration 66Q: 3 clusters Score -1.427499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 119292 members 
Entering Unmasked Estep 
Score: -14275021.000000 Penalty: 5806.285156
	Iteration 67Q: 3 clusters Score -1.427502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 119312 members 
Entering Unmasked Estep 
Score: -14275031.000000 Penalty: 5806.285156
	Iteration 68Q: 3 clusters Score -1.427503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -14275004.000000 Penalty: 5806.285156
	Iteration 69Q: 3 clusters Score -1.4275e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -14275021.000000 Penalty: 5806.285156
	Iteration 70Q: 3 clusters Score -1.427502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -14275029.000000 Penalty: 5806.285156
	Iteration 71Q: 3 clusters Score -1.427503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -14275040.000000 Penalty: 5806.285156
	Iteration 72Q: 3 clusters Score -1.427504e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 119370 members 
Entering Unmasked Estep 
Score: -14275042.000000 Penalty: 5806.285156
	Iteration 73Q: 3 clusters Score -1.427504e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -14275059.000000 Penalty: 5806.285156
	Iteration 74Q: 3 clusters Score -1.427506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -14275066.000000 Penalty: 5806.285156
	Iteration 75Q: 3 clusters Score -1.427507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 119405 members 
Entering Unmasked Estep 
Score: -14275098.000000 Penalty: 5806.285156
	Iteration 76Q: 3 clusters Score -1.42751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -14275129.000000 Penalty: 5806.285156
	Iteration 77Q: 3 clusters Score -1.427513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 119426 members 
Entering Unmasked Estep 
Score: -14275134.000000 Penalty: 5806.285156
	Iteration 78Q: 3 clusters Score -1.427513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 119435 members 
Entering Unmasked Estep 
Score: -14275145.000000 Penalty: 5806.285156
	Iteration 79Q: 3 clusters Score -1.427514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -14275133.000000 Penalty: 5806.285156
	Iteration 80F: 3 clusters Score -1.427513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -14275158.000000 Penalty: 5806.285156
	Iteration 81Q: 3 clusters Score -1.427516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -14275154.000000 Penalty: 5806.285156
	Iteration 82Q: 3 clusters Score -1.427515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -14275148.000000 Penalty: 5806.285156
	Iteration 83Q: 3 clusters Score -1.427515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -14275145.000000 Penalty: 5806.285156
	Iteration 84Q: 3 clusters Score -1.427514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -14275133.000000 Penalty: 5806.285156
	Iteration 85Q: 3 clusters Score -1.427513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -14275127.000000 Penalty: 5806.285156
	Iteration 86Q: 3 clusters Score -1.427513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -14275153.000000 Penalty: 5806.285156
	Iteration 87Q: 3 clusters Score -1.427515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -14275153.000000 Penalty: 5806.285156
	Iteration 88Q: 3 clusters Score -1.427515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -14275150.000000 Penalty: 5806.285156
	Iteration 89Q: 3 clusters Score -1.427515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -14275161.000000 Penalty: 5806.285156
	Iteration 90Q: 3 clusters Score -1.427516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 119522 members 
Entering Unmasked Estep 
Score: -14275162.000000 Penalty: 5806.285156
	Iteration 91Q: 3 clusters Score -1.427516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -14275176.000000 Penalty: 5806.285156
	Iteration 92Q: 3 clusters Score -1.427518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -14275178.000000 Penalty: 5806.285156
	Iteration 93Q: 3 clusters Score -1.427518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -14275178.000000 Penalty: 5806.285156
	Iteration 94Q: 3 clusters Score -1.427518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 119532 members 
Entering Unmasked Estep 
Score: -14275187.000000 Penalty: 5806.285156
	Iteration 95Q: 3 clusters Score -1.427519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -14275191.000000 Penalty: 5806.285156
	Iteration 96Q: 3 clusters Score -1.427519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -14275191.000000 Penalty: 5806.285156
	Iteration 97F: 3 clusters Score -1.427519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Entering Unmasked Estep 
Score: -18658024.000000 Penalty: 2970.169434
	Iteration 0F: 2 clusters Score -1.865802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -18551464.000000 Penalty: 5940.338867
	Iteration 0F: 3 clusters Score -1.855146e+07 nChanged 76154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -18595824.000000 Penalty: 5940.338867
	Iteration 1F: 3 clusters Score -1.859582e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -18596982.000000 Penalty: 5940.338867
	Iteration 2Q: 3 clusters Score -1.859698e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -18598478.000000 Penalty: 5940.338867
	Iteration 3Q: 3 clusters Score -1.859848e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -18600602.000000 Penalty: 5940.338867
	Iteration 4Q: 3 clusters Score -1.86006e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -18604210.000000 Penalty: 5940.338867
	Iteration 5Q: 3 clusters Score -1.860421e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -18609388.000000 Penalty: 5940.338867
	Iteration 6F: 3 clusters Score -1.860939e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -18617986.000000 Penalty: 5940.338867
	Iteration 7F: 3 clusters Score -1.861799e+07 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -18629194.000000 Penalty: 5940.338867
	Iteration 8F: 3 clusters Score -1.862919e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -18639488.000000 Penalty: 5940.338867
	Iteration 9F: 3 clusters Score -1.863949e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127357 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -18645114.000000 Penalty: 5940.338867
	Iteration 10Q: 3 clusters Score -1.864511e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130554 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -18648068.000000 Penalty: 5940.338867
	Iteration 11Q: 3 clusters Score -1.864807e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -18649482.000000 Penalty: 5940.338867
	Iteration 12Q: 3 clusters Score -1.864948e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135238 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -18650414.000000 Penalty: 5940.338867
	Iteration 13Q: 3 clusters Score -1.865041e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137118 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -18651232.000000 Penalty: 5940.338867
	Iteration 14Q: 3 clusters Score -1.865123e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138880 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -18651978.000000 Penalty: 5940.338867
	Iteration 15Q: 3 clusters Score -1.865198e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -18652636.000000 Penalty: 5940.338867
	Iteration 16Q: 3 clusters Score -1.865264e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -18653070.000000 Penalty: 5940.338867
	Iteration 17Q: 3 clusters Score -1.865307e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143006 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -18653388.000000 Penalty: 5940.338867
	Iteration 18Q: 3 clusters Score -1.865339e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -18653722.000000 Penalty: 5940.338867
	Iteration 19Q: 3 clusters Score -1.865372e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -18654100.000000 Penalty: 5940.338867
	Iteration 20F: 3 clusters Score -1.86541e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -18654458.000000 Penalty: 5940.338867
	Iteration 21Q: 3 clusters Score -1.865446e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -18654672.000000 Penalty: 5940.338867
	Iteration 22Q: 3 clusters Score -1.865467e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -18654816.000000 Penalty: 5940.338867
	Iteration 23Q: 3 clusters Score -1.865482e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148411 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -18655022.000000 Penalty: 5940.338867
	Iteration 24Q: 3 clusters Score -1.865502e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -18655208.000000 Penalty: 5940.338867
	Iteration 25Q: 3 clusters Score -1.865521e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -18655348.000000 Penalty: 5940.338867
	Iteration 26Q: 3 clusters Score -1.865535e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -18655454.000000 Penalty: 5940.338867
	Iteration 27Q: 3 clusters Score -1.865545e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -18655538.000000 Penalty: 5940.338867
	Iteration 28Q: 3 clusters Score -1.865554e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -18655650.000000 Penalty: 5940.338867
	Iteration 29Q: 3 clusters Score -1.865565e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -18655740.000000 Penalty: 5940.338867
	Iteration 30Q: 3 clusters Score -1.865574e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151655 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -18655838.000000 Penalty: 5940.338867
	Iteration 31Q: 3 clusters Score -1.865584e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -18655898.000000 Penalty: 5940.338867
	Iteration 32Q: 3 clusters Score -1.86559e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152257 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -18655960.000000 Penalty: 5940.338867
	Iteration 33Q: 3 clusters Score -1.865596e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -18655964.000000 Penalty: 5940.338867
	Iteration 34Q: 3 clusters Score -1.865596e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -18656030.000000 Penalty: 5940.338867
	Iteration 35Q: 3 clusters Score -1.865603e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -18656062.000000 Penalty: 5940.338867
	Iteration 36Q: 3 clusters Score -1.865606e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153152 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -18656078.000000 Penalty: 5940.338867
	Iteration 37Q: 3 clusters Score -1.865608e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -18656106.000000 Penalty: 5940.338867
	Iteration 38Q: 3 clusters Score -1.865611e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -18656106.000000 Penalty: 5940.338867
	Iteration 39Q: 3 clusters Score -1.865611e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -18656110.000000 Penalty: 5940.338867
	Iteration 40F: 3 clusters Score -1.865611e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -18656164.000000 Penalty: 5940.338867
	Iteration 41Q: 3 clusters Score -1.865616e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -18656164.000000 Penalty: 5940.338867
	Iteration 42Q: 3 clusters Score -1.865616e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154015 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -18656222.000000 Penalty: 5940.338867
	Iteration 43Q: 3 clusters Score -1.865622e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -18656232.000000 Penalty: 5940.338867
	Iteration 44Q: 3 clusters Score -1.865623e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -18656256.000000 Penalty: 5940.338867
	Iteration 45Q: 3 clusters Score -1.865626e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -18656302.000000 Penalty: 5940.338867
	Iteration 46Q: 3 clusters Score -1.86563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -18656290.000000 Penalty: 5940.338867
	Iteration 47Q: 3 clusters Score -1.865629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -18656270.000000 Penalty: 5940.338867
	Iteration 48Q: 3 clusters Score -1.865627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154400 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -18656268.000000 Penalty: 5940.338867
	Iteration 49Q: 3 clusters Score -1.865627e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -18656306.000000 Penalty: 5940.338867
	Iteration 50Q: 3 clusters Score -1.865631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -18656308.000000 Penalty: 5940.338867
	Iteration 51Q: 3 clusters Score -1.865631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154497 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -18656326.000000 Penalty: 5940.338867
	Iteration 52Q: 3 clusters Score -1.865633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -18656334.000000 Penalty: 5940.338867
	Iteration 53Q: 3 clusters Score -1.865633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -18656346.000000 Penalty: 5940.338867
	Iteration 54Q: 3 clusters Score -1.865635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154561 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -18656372.000000 Penalty: 5940.338867
	Iteration 55Q: 3 clusters Score -1.865637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -18656372.000000 Penalty: 5940.338867
	Iteration 56Q: 3 clusters Score -1.865637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -18656372.000000 Penalty: 5940.338867
	Iteration 57Q: 3 clusters Score -1.865637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -18656386.000000 Penalty: 5940.338867
	Iteration 58Q: 3 clusters Score -1.865639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -18656356.000000 Penalty: 5940.338867
	Iteration 59Q: 3 clusters Score -1.865636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154643 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -18656360.000000 Penalty: 5940.338867
	Iteration 60F: 3 clusters Score -1.865636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -18656358.000000 Penalty: 5940.338867
	Iteration 61Q: 3 clusters Score -1.865636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -18656366.000000 Penalty: 5940.338867
	Iteration 62Q: 3 clusters Score -1.865637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -18656358.000000 Penalty: 5940.338867
	Iteration 63Q: 3 clusters Score -1.865636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -18656358.000000 Penalty: 5940.338867
	Iteration 64Q: 3 clusters Score -1.865636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -18656350.000000 Penalty: 5940.338867
	Iteration 65Q: 3 clusters Score -1.865635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -18656352.000000 Penalty: 5940.338867
	Iteration 66Q: 3 clusters Score -1.865635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -18656366.000000 Penalty: 5940.338867
	Iteration 67Q: 3 clusters Score -1.865637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -18656376.000000 Penalty: 5940.338867
	Iteration 68Q: 3 clusters Score -1.865638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -18656370.000000 Penalty: 5940.338867
	Iteration 69Q: 3 clusters Score -1.865637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -18656344.000000 Penalty: 5940.338867
	Iteration 70Q: 3 clusters Score -1.865634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -18656370.000000 Penalty: 5940.338867
	Iteration 71Q: 3 clusters Score -1.865637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -18656382.000000 Penalty: 5940.338867
	Iteration 72Q: 3 clusters Score -1.865638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154781 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -18656394.000000 Penalty: 5940.338867
	Iteration 73Q: 3 clusters Score -1.865639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -18656396.000000 Penalty: 5940.338867
	Iteration 74Q: 3 clusters Score -1.86564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -18656400.000000 Penalty: 5940.338867
	Iteration 75Q: 3 clusters Score -1.86564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -18656396.000000 Penalty: 5940.338867
	Iteration 76Q: 3 clusters Score -1.86564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -18656378.000000 Penalty: 5940.338867
	Iteration 77Q: 3 clusters Score -1.865638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -18656390.000000 Penalty: 5940.338867
	Iteration 78Q: 3 clusters Score -1.865639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -18656386.000000 Penalty: 5940.338867
	Iteration 79Q: 3 clusters Score -1.865639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -18656376.000000 Penalty: 5940.338867
	Iteration 80F: 3 clusters Score -1.865638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -18656388.000000 Penalty: 5940.338867
	Iteration 81Q: 3 clusters Score -1.865639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -18656388.000000 Penalty: 5940.338867
	Iteration 82Q: 3 clusters Score -1.865639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -18656388.000000 Penalty: 5940.338867
	Iteration 83F: 3 clusters Score -1.865639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (197746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197746 members 
Entering Unmasked Estep 
Score: -23205214.000000 Penalty: 3024.295166
	Iteration 0F: 2 clusters Score -2.320521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -23075012.000000 Penalty: 6048.590332
	Iteration 0F: 3 clusters Score -2.307501e+07 nChanged 95378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -23130156.000000 Penalty: 6048.590332
	Iteration 1F: 3 clusters Score -2.313016e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -23131316.000000 Penalty: 6048.590332
	Iteration 2Q: 3 clusters Score -2.313132e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -23133022.000000 Penalty: 6048.590332
	Iteration 3Q: 3 clusters Score -2.313302e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -23135726.000000 Penalty: 6048.590332
	Iteration 4Q: 3 clusters Score -2.313573e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -23140198.000000 Penalty: 6048.590332
	Iteration 5Q: 3 clusters Score -2.31402e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 133367 members 
Entering Unmasked Estep 
Score: -23148474.000000 Penalty: 6048.590332
	Iteration 6F: 3 clusters Score -2.314847e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 148120 members 
Entering Unmasked Estep 
Score: -23161264.000000 Penalty: 6048.590332
	Iteration 7F: 3 clusters Score -2.316126e+07 nChanged 16620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 163942 members 
Entering Unmasked Estep 
Score: -23175970.000000 Penalty: 6048.590332
	Iteration 8F: 3 clusters Score -2.317597e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 177219 members 
Entering Unmasked Estep 
Score: -23188614.000000 Penalty: 6048.590332
	Iteration 9F: 3 clusters Score -2.318861e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 185931 members 
Entering Unmasked Estep 
Score: -23196272.000000 Penalty: 6048.590332
	Iteration 10Q: 3 clusters Score -2.319627e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -23200170.000000 Penalty: 6048.590332
	Iteration 11Q: 3 clusters Score -2.320017e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 193027 members 
Entering Unmasked Estep 
Score: -23202012.000000 Penalty: 6048.590332
	Iteration 12Q: 3 clusters Score -2.320201e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -23202882.000000 Penalty: 6048.590332
	Iteration 13Q: 3 clusters Score -2.320288e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -23203282.000000 Penalty: 6048.590332
	Iteration 14Q: 3 clusters Score -2.320328e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 195109 members 
Entering Unmasked Estep 
Score: -23203452.000000 Penalty: 6048.590332
	Iteration 15Q: 3 clusters Score -2.320345e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 195329 members 
Entering Unmasked Estep 
Score: -23203682.000000 Penalty: 6048.590332
	Iteration 16Q: 3 clusters Score -2.320368e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 195474 members 
Entering Unmasked Estep 
Score: -23203796.000000 Penalty: 6048.590332
	Iteration 17Q: 3 clusters Score -2.32038e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 195579 members 
Entering Unmasked Estep 
Score: -23203848.000000 Penalty: 6048.590332
	Iteration 18Q: 3 clusters Score -2.320385e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 195670 members 
Entering Unmasked Estep 
Score: -23203840.000000 Penalty: 6048.590332
	Iteration 19Q: 3 clusters Score -2.320384e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 195716 members 
Entering Unmasked Estep 
Score: -23203894.000000 Penalty: 6048.590332
	Iteration 20F: 3 clusters Score -2.320389e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 195742 members 
Entering Unmasked Estep 
Score: -23203952.000000 Penalty: 6048.590332
	Iteration 21Q: 3 clusters Score -2.320395e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -23203952.000000 Penalty: 6048.590332
	Iteration 22Q: 3 clusters Score -2.320395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 195759 members 
Entering Unmasked Estep 
Score: -23204008.000000 Penalty: 6048.590332
	Iteration 23Q: 3 clusters Score -2.320401e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -23204016.000000 Penalty: 6048.590332
	Iteration 24Q: 3 clusters Score -2.320402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -23204032.000000 Penalty: 6048.590332
	Iteration 25Q: 3 clusters Score -2.320403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -23204032.000000 Penalty: 6048.590332
	Iteration 26Q: 3 clusters Score -2.320403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -23204030.000000 Penalty: 6048.590332
	Iteration 27Q: 3 clusters Score -2.320403e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 195766 members 
Entering Unmasked Estep 
Score: -23204032.000000 Penalty: 6048.590332
	Iteration 28Q: 3 clusters Score -2.320403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 195766 members 
Entering Unmasked Estep 
Score: -23204034.000000 Penalty: 6048.590332
	Iteration 29Q: 3 clusters Score -2.320403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 195768 members 
Entering Unmasked Estep 
Score: -23204078.000000 Penalty: 6048.590332
	Iteration 30Q: 3 clusters Score -2.320408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 195770 members 
Entering Unmasked Estep 
Score: -23204064.000000 Penalty: 6048.590332
	Iteration 31Q: 3 clusters Score -2.320406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 195779 members 
Entering Unmasked Estep 
Score: -23204084.000000 Penalty: 6048.590332
	Iteration 32Q: 3 clusters Score -2.320408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 195778 members 
Entering Unmasked Estep 
Score: -23204080.000000 Penalty: 6048.590332
	Iteration 33Q: 3 clusters Score -2.320408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 195779 members 
Entering Unmasked Estep 
Score: -23204064.000000 Penalty: 6048.590332
	Iteration 34Q: 3 clusters Score -2.320406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 195776 members 
Entering Unmasked Estep 
Score: -23204098.000000 Penalty: 6048.590332
	Iteration 35Q: 3 clusters Score -2.32041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 195770 members 
Entering Unmasked Estep 
Score: -23204088.000000 Penalty: 6048.590332
	Iteration 36Q: 3 clusters Score -2.320409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -23204084.000000 Penalty: 6048.590332
	Iteration 37Q: 3 clusters Score -2.320408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 195745 members 
Entering Unmasked Estep 
Score: -23204070.000000 Penalty: 6048.590332
	Iteration 38Q: 3 clusters Score -2.320407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 195740 members 
Entering Unmasked Estep 
Score: -23204082.000000 Penalty: 6048.590332
	Iteration 39Q: 3 clusters Score -2.320408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -23204094.000000 Penalty: 6048.590332
	Iteration 40F: 3 clusters Score -2.320409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 195722 members 
Entering Unmasked Estep 
Score: -23204084.000000 Penalty: 6048.590332
	Iteration 41Q: 3 clusters Score -2.320408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 195711 members 
Entering Unmasked Estep 
Score: -23204108.000000 Penalty: 6048.590332
	Iteration 42Q: 3 clusters Score -2.320411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 195701 members 
Entering Unmasked Estep 
Score: -23204102.000000 Penalty: 6048.590332
	Iteration 43Q: 3 clusters Score -2.32041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 195698 members 
Entering Unmasked Estep 
Score: -23204122.000000 Penalty: 6048.590332
	Iteration 44Q: 3 clusters Score -2.320412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 195696 members 
Entering Unmasked Estep 
Score: -23204120.000000 Penalty: 6048.590332
	Iteration 45Q: 3 clusters Score -2.320412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -23204130.000000 Penalty: 6048.590332
	Iteration 46Q: 3 clusters Score -2.320413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 195682 members 
Entering Unmasked Estep 
Score: -23204112.000000 Penalty: 6048.590332
	Iteration 47Q: 3 clusters Score -2.320411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 195680 members 
Entering Unmasked Estep 
Score: -23204116.000000 Penalty: 6048.590332
	Iteration 48Q: 3 clusters Score -2.320412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 195669 members 
Entering Unmasked Estep 
Score: -23204120.000000 Penalty: 6048.590332
	Iteration 49Q: 3 clusters Score -2.320412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 195675 members 
Entering Unmasked Estep 
Score: -23204166.000000 Penalty: 6048.590332
	Iteration 50Q: 3 clusters Score -2.320417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 195674 members 
Entering Unmasked Estep 
Score: -23204158.000000 Penalty: 6048.590332
	Iteration 51Q: 3 clusters Score -2.320416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 195673 members 
Entering Unmasked Estep 
Score: -23204170.000000 Penalty: 6048.590332
	Iteration 52Q: 3 clusters Score -2.320417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 195675 members 
Entering Unmasked Estep 
Score: -23204142.000000 Penalty: 6048.590332
	Iteration 53Q: 3 clusters Score -2.320414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 195669 members 
Entering Unmasked Estep 
Score: -23204142.000000 Penalty: 6048.590332
	Iteration 54Q: 3 clusters Score -2.320414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 195664 members 
Entering Unmasked Estep 
Score: -23204140.000000 Penalty: 6048.590332
	Iteration 55Q: 3 clusters Score -2.320414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 195666 members 
Entering Unmasked Estep 
Score: -23204132.000000 Penalty: 6048.590332
	Iteration 56Q: 3 clusters Score -2.320413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 195665 members 
Entering Unmasked Estep 
Score: -23204154.000000 Penalty: 6048.590332
	Iteration 57Q: 3 clusters Score -2.320415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 195667 members 
Entering Unmasked Estep 
Score: -23204146.000000 Penalty: 6048.590332
	Iteration 58Q: 3 clusters Score -2.320415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 195666 members 
Entering Unmasked Estep 
Score: -23204154.000000 Penalty: 6048.590332
	Iteration 59Q: 3 clusters Score -2.320415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 195654 members 
Entering Unmasked Estep 
Score: -23204178.000000 Penalty: 6048.590332
	Iteration 60F: 3 clusters Score -2.320418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 195638 members 
Entering Unmasked Estep 
Score: -23204176.000000 Penalty: 6048.590332
	Iteration 61Q: 3 clusters Score -2.320418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 195626 members 
Entering Unmasked Estep 
Score: -23204172.000000 Penalty: 6048.590332
	Iteration 62Q: 3 clusters Score -2.320417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 195619 members 
Entering Unmasked Estep 
Score: -23204194.000000 Penalty: 6048.590332
	Iteration 63Q: 3 clusters Score -2.320419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 195610 members 
Entering Unmasked Estep 
Score: -23204192.000000 Penalty: 6048.590332
	Iteration 64Q: 3 clusters Score -2.320419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 195603 members 
Entering Unmasked Estep 
Score: -23204202.000000 Penalty: 6048.590332
	Iteration 65Q: 3 clusters Score -2.32042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 195599 members 
Entering Unmasked Estep 
Score: -23204198.000000 Penalty: 6048.590332
	Iteration 66Q: 3 clusters Score -2.32042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -23204184.000000 Penalty: 6048.590332
	Iteration 67Q: 3 clusters Score -2.320418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 195591 members 
Entering Unmasked Estep 
Score: -23204174.000000 Penalty: 6048.590332
	Iteration 68Q: 3 clusters Score -2.320417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 195589 members 
Entering Unmasked Estep 
Score: -23204164.000000 Penalty: 6048.590332
	Iteration 69Q: 3 clusters Score -2.320416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 195582 members 
Entering Unmasked Estep 
Score: -23204180.000000 Penalty: 6048.590332
	Iteration 70Q: 3 clusters Score -2.320418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -23204166.000000 Penalty: 6048.590332
	Iteration 71Q: 3 clusters Score -2.320417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -23204178.000000 Penalty: 6048.590332
	Iteration 72Q: 3 clusters Score -2.320418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 195556 members 
Entering Unmasked Estep 
Score: -23204188.000000 Penalty: 6048.590332
	Iteration 73Q: 3 clusters Score -2.320419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 195561 members 
Entering Unmasked Estep 
Score: -23204190.000000 Penalty: 6048.590332
	Iteration 74Q: 3 clusters Score -2.320419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 195560 members 
Entering Unmasked Estep 
Score: -23204186.000000 Penalty: 6048.590332
	Iteration 75Q: 3 clusters Score -2.320419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 195556 members 
Entering Unmasked Estep 
Score: -23204192.000000 Penalty: 6048.590332
	Iteration 76Q: 3 clusters Score -2.320419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 195558 members 
Entering Unmasked Estep 
Score: -23204194.000000 Penalty: 6048.590332
	Iteration 77Q: 3 clusters Score -2.320419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 195555 members 
Entering Unmasked Estep 
Score: -23204198.000000 Penalty: 6048.590332
	Iteration 78Q: 3 clusters Score -2.32042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 195551 members 
Entering Unmasked Estep 
Score: -23204202.000000 Penalty: 6048.590332
	Iteration 79Q: 3 clusters Score -2.32042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 195544 members 
Entering Unmasked Estep 
Score: -23204186.000000 Penalty: 6048.590332
	Iteration 80F: 3 clusters Score -2.320419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 195541 members 
Entering Unmasked Estep 
Score: -23204190.000000 Penalty: 6048.590332
	Iteration 81Q: 3 clusters Score -2.320419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 195539 members 
Entering Unmasked Estep 
Score: -23204206.000000 Penalty: 6048.590332
	Iteration 82Q: 3 clusters Score -2.320421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 195539 members 
Entering Unmasked Estep 
Score: -23204186.000000 Penalty: 6048.590332
	Iteration 83Q: 3 clusters Score -2.320419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 195539 members 
Entering Unmasked Estep 
Score: -23204186.000000 Penalty: 6048.590332
	Iteration 84F: 3 clusters Score -2.320419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Entering Unmasked Estep 
Score: -7985192.500000 Penalty: 2757.164551
	Iteration 0F: 2 clusters Score -7985192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -7939826.000000 Penalty: 5514.329102
	Iteration 0F: 3 clusters Score -7939826 nChanged 31501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -7957493.500000 Penalty: 5514.329102
	Iteration 1F: 3 clusters Score -7957494 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -7958168.000000 Penalty: 5514.329102
	Iteration 2Q: 3 clusters Score -7958168 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -7959060.000000 Penalty: 5514.329102
	Iteration 3Q: 3 clusters Score -7959060 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -7960271.000000 Penalty: 5514.329102
	Iteration 4Q: 3 clusters Score -7960271 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7961949.000000 Penalty: 5514.329102
	Iteration 5Q: 3 clusters Score -7961949 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7964221.500000 Penalty: 5514.329102
	Iteration 6F: 3 clusters Score -7964222 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -7967087.000000 Penalty: 5514.329102
	Iteration 7F: 3 clusters Score -7967087 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -7970234.500000 Penalty: 5514.329102
	Iteration 8F: 3 clusters Score -7970234 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7972976.000000 Penalty: 5514.329102
	Iteration 9F: 3 clusters Score -7972976 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7974615.000000 Penalty: 5514.329102
	Iteration 10Q: 3 clusters Score -7974615 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -7975383.000000 Penalty: 5514.329102
	Iteration 11Q: 3 clusters Score -7975383 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -7975810.500000 Penalty: 5514.329102
	Iteration 12Q: 3 clusters Score -7975810 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -7976179.500000 Penalty: 5514.329102
	Iteration 13Q: 3 clusters Score -7976180 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -7976557.000000 Penalty: 5514.329102
	Iteration 14Q: 3 clusters Score -7976557 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -7976862.500000 Penalty: 5514.329102
	Iteration 15Q: 3 clusters Score -7976862 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -7977210.500000 Penalty: 5514.329102
	Iteration 16Q: 3 clusters Score -7977210 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -7977618.500000 Penalty: 5514.329102
	Iteration 17Q: 3 clusters Score -7977618 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -7977979.000000 Penalty: 5514.329102
	Iteration 18Q: 3 clusters Score -7977979 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -7978478.000000 Penalty: 5514.329102
	Iteration 19Q: 3 clusters Score -7978478 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -7978819.500000 Penalty: 5514.329102
	Iteration 20F: 3 clusters Score -7978820 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7979284.000000 Penalty: 5514.329102
	Iteration 21Q: 3 clusters Score -7979284 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7979630.000000 Penalty: 5514.329102
	Iteration 22Q: 3 clusters Score -7979630 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -7979986.500000 Penalty: 5514.329102
	Iteration 23Q: 3 clusters Score -7979986 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -7980276.000000 Penalty: 5514.329102
	Iteration 24Q: 3 clusters Score -7980276 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -7980553.000000 Penalty: 5514.329102
	Iteration 25Q: 3 clusters Score -7980553 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -7980817.500000 Penalty: 5514.329102
	Iteration 26Q: 3 clusters Score -7980818 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -7981082.500000 Penalty: 5514.329102
	Iteration 27Q: 3 clusters Score -7981082 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -7981302.000000 Penalty: 5514.329102
	Iteration 28Q: 3 clusters Score -7981302 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -7981537.500000 Penalty: 5514.329102
	Iteration 29Q: 3 clusters Score -7981538 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7981748.500000 Penalty: 5514.329102
	Iteration 30Q: 3 clusters Score -7981748 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7981957.000000 Penalty: 5514.329102
	Iteration 31Q: 3 clusters Score -7981957 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -7982165.000000 Penalty: 5514.329102
	Iteration 32Q: 3 clusters Score -7982165 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -7982345.500000 Penalty: 5514.329102
	Iteration 33Q: 3 clusters Score -7982346 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -7982462.000000 Penalty: 5514.329102
	Iteration 34Q: 3 clusters Score -7982462 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7982602.500000 Penalty: 5514.329102
	Iteration 35Q: 3 clusters Score -7982602 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -7982755.500000 Penalty: 5514.329102
	Iteration 36Q: 3 clusters Score -7982756 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -7982889.500000 Penalty: 5514.329102
	Iteration 37Q: 3 clusters Score -7982890 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -7982979.500000 Penalty: 5514.329102
	Iteration 38Q: 3 clusters Score -7982980 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -7983061.500000 Penalty: 5514.329102
	Iteration 39Q: 3 clusters Score -7983062 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -7983168.000000 Penalty: 5514.329102
	Iteration 40F: 3 clusters Score -7983168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -7983228.000000 Penalty: 5514.329102
	Iteration 41Q: 3 clusters Score -7983228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -7983288.500000 Penalty: 5514.329102
	Iteration 42Q: 3 clusters Score -7983288 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7983384.500000 Penalty: 5514.329102
	Iteration 43Q: 3 clusters Score -7983384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -7983427.500000 Penalty: 5514.329102
	Iteration 44Q: 3 clusters Score -7983428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -7983464.000000 Penalty: 5514.329102
	Iteration 45Q: 3 clusters Score -7983464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -7983497.500000 Penalty: 5514.329102
	Iteration 46Q: 3 clusters Score -7983498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -7983540.000000 Penalty: 5514.329102
	Iteration 47Q: 3 clusters Score -7983540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -7983557.500000 Penalty: 5514.329102
	Iteration 48Q: 3 clusters Score -7983558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -7983548.000000 Penalty: 5514.329102
	Iteration 49Q: 3 clusters Score -7983548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -7983558.000000 Penalty: 5514.329102
	Iteration 50Q: 3 clusters Score -7983558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -7983569.500000 Penalty: 5514.329102
	Iteration 51Q: 3 clusters Score -7983570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -7983571.000000 Penalty: 5514.329102
	Iteration 52Q: 3 clusters Score -7983571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -7983576.500000 Penalty: 5514.329102
	Iteration 53Q: 3 clusters Score -7983576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -7983571.500000 Penalty: 5514.329102
	Iteration 54Q: 3 clusters Score -7983572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7983582.500000 Penalty: 5514.329102
	Iteration 55Q: 3 clusters Score -7983582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -7983584.500000 Penalty: 5514.329102
	Iteration 56Q: 3 clusters Score -7983584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -7983585.000000 Penalty: 5514.329102
	Iteration 57Q: 3 clusters Score -7983585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -7983588.000000 Penalty: 5514.329102
	Iteration 58Q: 3 clusters Score -7983588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -7983597.000000 Penalty: 5514.329102
	Iteration 59Q: 3 clusters Score -7983597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -7983596.500000 Penalty: 5514.329102
	Iteration 60F: 3 clusters Score -7983596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -7983603.000000 Penalty: 5514.329102
	Iteration 61Q: 3 clusters Score -7983603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -7983605.000000 Penalty: 5514.329102
	Iteration 62Q: 3 clusters Score -7983605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -7983616.500000 Penalty: 5514.329102
	Iteration 63Q: 3 clusters Score -7983616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -7983617.000000 Penalty: 5514.329102
	Iteration 64Q: 3 clusters Score -7983617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -7983614.000000 Penalty: 5514.329102
	Iteration 65Q: 3 clusters Score -7983614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -7983615.500000 Penalty: 5514.329102
	Iteration 66Q: 3 clusters Score -7983616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -7983620.000000 Penalty: 5514.329102
	Iteration 67Q: 3 clusters Score -7983620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -7983621.500000 Penalty: 5514.329102
	Iteration 68Q: 3 clusters Score -7983622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -7983624.000000 Penalty: 5514.329102
	Iteration 69Q: 3 clusters Score -7983624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -7983627.500000 Penalty: 5514.329102
	Iteration 70Q: 3 clusters Score -7983628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -7983628.000000 Penalty: 5514.329102
	Iteration 71Q: 3 clusters Score -7983628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -7983622.500000 Penalty: 5514.329102
	Iteration 72Q: 3 clusters Score -7983622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -7983630.500000 Penalty: 5514.329102
	Iteration 73Q: 3 clusters Score -7983630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -7983640.000000 Penalty: 5514.329102
	Iteration 74Q: 3 clusters Score -7983640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -7983640.500000 Penalty: 5514.329102
	Iteration 75Q: 3 clusters Score -7983640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -7983637.000000 Penalty: 5514.329102
	Iteration 76Q: 3 clusters Score -7983637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -7983630.000000 Penalty: 5514.329102
	Iteration 77Q: 3 clusters Score -7983630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -7983632.000000 Penalty: 5514.329102
	Iteration 78Q: 3 clusters Score -7983632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -7983634.500000 Penalty: 5514.329102
	Iteration 79Q: 3 clusters Score -7983634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -7983630.500000 Penalty: 5514.329102
	Iteration 80F: 3 clusters Score -7983630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -7983636.500000 Penalty: 5514.329102
	Iteration 81Q: 3 clusters Score -7983636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -7983637.000000 Penalty: 5514.329102
	Iteration 82Q: 3 clusters Score -7983637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -7983629.000000 Penalty: 5514.329102
	Iteration 83Q: 3 clusters Score -7983629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -7983634.500000 Penalty: 5514.329102
	Iteration 84Q: 3 clusters Score -7983634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -7983635.500000 Penalty: 5514.329102
	Iteration 85Q: 3 clusters Score -7983636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -7983639.500000 Penalty: 5514.329102
	Iteration 86Q: 3 clusters Score -7983640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7983637.500000 Penalty: 5514.329102
	Iteration 87Q: 3 clusters Score -7983638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -7983634.000000 Penalty: 5514.329102
	Iteration 88Q: 3 clusters Score -7983634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -7983628.000000 Penalty: 5514.329102
	Iteration 89Q: 3 clusters Score -7983628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -7983633.500000 Penalty: 5514.329102
	Iteration 90Q: 3 clusters Score -7983634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -7983631.000000 Penalty: 5514.329102
	Iteration 91Q: 3 clusters Score -7983631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -7983633.500000 Penalty: 5514.329102
	Iteration 92Q: 3 clusters Score -7983634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -7983633.000000 Penalty: 5514.329102
	Iteration 93Q: 3 clusters Score -7983633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -7983633.500000 Penalty: 5514.329102
	Iteration 94Q: 3 clusters Score -7983634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -7983637.000000 Penalty: 5514.329102
	Iteration 95Q: 3 clusters Score -7983637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7983643.000000 Penalty: 5514.329102
	Iteration 96Q: 3 clusters Score -7983643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7983643.000000 Penalty: 5514.329102
	Iteration 97Q: 3 clusters Score -7983643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7983642.000000 Penalty: 5514.329102
	Iteration 98Q: 3 clusters Score -7983642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7983642.000000 Penalty: 5514.329102
	Iteration 99F: 3 clusters Score -7983642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 8995 members 
Mstep: Class 4 contains 260214 members 
Mstep: Class 5 contains 46675 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 13276 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 84984 members 
Mstep: Class 12 contains 116014 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 326840 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 80610 members 
Mstep: Class 20 contains 121324 members 
Mstep: Class 21 contains 158973 members 
Mstep: Class 23 contains 197746 members 
Mstep: Class 24 contains 67346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183911040.000000 Penalty: 92156.742188
Iteration 39Q: 27 clusters Score -1.83911e+08 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 257219 members 
Mstep: Class 5 contains 46209 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 13295 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 85014 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 119590 members 
Mstep: Class 13 contains 364 members 
Mstep: Class 14 contains 20787 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 326142 members 
Mstep: Class 18 contains 80283 members 
Mstep: Class 19 contains 79623 members 
Mstep: Class 20 contains 121204 members 
Mstep: Class 21 contains 158623 members 
Mstep: Class 22 contains 3942 members 
Mstep: Class 23 contains 199056 members 
Mstep: Class 24 contains 68210 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183915888.000000 Penalty: 92156.742188
Iteration 40F: 27 clusters Score -1.839159e+08 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1641 members 
Mstep: Class 3 contains 8942 members 
Mstep: Class 4 contains 254119 members 
Mstep: Class 5 contains 45772 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 13219 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 84822 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 124080 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 20716 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 324864 members 
Mstep: Class 18 contains 80226 members 
Mstep: Class 19 contains 78545 members 
Mstep: Class 20 contains 120657 members 
Mstep: Class 21 contains 158070 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 200071 members 
Mstep: Class 24 contains 68982 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183920800.000000 Penalty: 92156.742188
Iteration 41Q: 27 clusters Score -1.839208e+08 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 251054 members 
Mstep: Class 5 contains 45349 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 13182 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 84653 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 128772 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 323694 members 
Mstep: Class 18 contains 80238 members 
Mstep: Class 19 contains 77396 members 
Mstep: Class 20 contains 120222 members 
Mstep: Class 21 contains 157424 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 201129 members 
Mstep: Class 24 contains 69677 members 
Mstep: Class 25 contains 1634 members 
Mstep: Class 26 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183924080.000000 Penalty: 92156.742188
Iteration 42Q: 27 clusters Score -1.839241e+08 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 248074 members 
Mstep: Class 5 contains 44895 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 13152 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 84486 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 133719 members 
Mstep: Class 13 contains 749 members 
Mstep: Class 14 contains 20614 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 322688 members 
Mstep: Class 18 contains 80317 members 
Mstep: Class 19 contains 76198 members 
Mstep: Class 20 contains 119776 members 
Mstep: Class 21 contains 156575 members 
Mstep: Class 22 contains 4658 members 
Mstep: Class 23 contains 202202 members 
Mstep: Class 24 contains 70282 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183927824.000000 Penalty: 92156.742188
Iteration 43Q: 27 clusters Score -1.839278e+08 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 245219 members 
Mstep: Class 5 contains 44458 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 13132 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 84333 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 138934 members 
Mstep: Class 13 contains 843 members 
Mstep: Class 14 contains 20560 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 321745 members 
Mstep: Class 18 contains 80428 members 
Mstep: Class 19 contains 74957 members 
Mstep: Class 20 contains 119323 members 
Mstep: Class 21 contains 155599 members 
Mstep: Class 22 contains 4685 members 
Mstep: Class 23 contains 203196 members 
Mstep: Class 24 contains 70789 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183930432.000000 Penalty: 92156.742188
Iteration 44Q: 27 clusters Score -1.839304e+08 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 242394 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 84213 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 144377 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 20494 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 320799 members 
Mstep: Class 18 contains 80548 members 
Mstep: Class 19 contains 73727 members 
Mstep: Class 20 contains 118859 members 
Mstep: Class 21 contains 154559 members 
Mstep: Class 22 contains 4699 members 
Mstep: Class 23 contains 204043 members 
Mstep: Class 24 contains 71221 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 5243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183933760.000000 Penalty: 92156.742188
Iteration 45Q: 27 clusters Score -1.839338e+08 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 239610 members 
Mstep: Class 5 contains 43717 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 2497 members 
Mstep: Class 8 contains 13110 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 84117 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 150005 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 20445 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 320008 members 
Mstep: Class 18 contains 80656 members 
Mstep: Class 19 contains 72523 members 
Mstep: Class 20 contains 118247 members 
Mstep: Class 21 contains 153369 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 204874 members 
Mstep: Class 24 contains 71567 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 5257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183936176.000000 Penalty: 92156.742188
Iteration 46Q: 27 clusters Score -1.839362e+08 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 236855 members 
Mstep: Class 5 contains 43349 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 84051 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 155783 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 20403 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 319349 members 
Mstep: Class 18 contains 80756 members 
Mstep: Class 19 contains 71330 members 
Mstep: Class 20 contains 117614 members 
Mstep: Class 21 contains 152088 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 205590 members 
Mstep: Class 24 contains 71876 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183939328.000000 Penalty: 92156.742188
Iteration 47Q: 27 clusters Score -1.839393e+08 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 234097 members 
Mstep: Class 5 contains 42981 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 13093 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 84002 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 161688 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 20361 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 318873 members 
Mstep: Class 18 contains 80896 members 
Mstep: Class 19 contains 70161 members 
Mstep: Class 20 contains 116914 members 
Mstep: Class 21 contains 150715 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 206157 members 
Mstep: Class 24 contains 72105 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 5297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183941312.000000 Penalty: 92156.742188
Iteration 48Q: 27 clusters Score -1.839413e+08 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8813 members 
Mstep: Class 4 contains 231337 members 
Mstep: Class 5 contains 42626 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 13083 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83963 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 167700 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 20330 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 318808 members 
Mstep: Class 18 contains 81028 members 
Mstep: Class 19 contains 69043 members 
Mstep: Class 20 contains 116122 members 
Mstep: Class 21 contains 149395 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 206308 members 
Mstep: Class 24 contains 72214 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183943456.000000 Penalty: 92156.742188
Iteration 49Q: 27 clusters Score -1.839435e+08 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8803 members 
Mstep: Class 4 contains 228584 members 
Mstep: Class 5 contains 42311 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 13063 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83931 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 173950 members 
Mstep: Class 13 contains 1046 members 
Mstep: Class 14 contains 20291 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 318903 members 
Mstep: Class 18 contains 81169 members 
Mstep: Class 19 contains 67931 members 
Mstep: Class 20 contains 115241 members 
Mstep: Class 21 contains 147923 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 206336 members 
Mstep: Class 24 contains 72278 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183946016.000000 Penalty: 92156.742188
Iteration 50Q: 27 clusters Score -1.83946e+08 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8799 members 
Mstep: Class 4 contains 225950 members 
Mstep: Class 5 contains 42001 members 
Mstep: Class 6 contains 1465 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 13030 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83912 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 180194 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 20250 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 319224 members 
Mstep: Class 18 contains 81300 members 
Mstep: Class 19 contains 66852 members 
Mstep: Class 20 contains 114277 members 
Mstep: Class 21 contains 146489 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 206141 members 
Mstep: Class 24 contains 72257 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183948288.000000 Penalty: 92156.742188
Iteration 51Q: 27 clusters Score -1.839483e+08 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 223394 members 
Mstep: Class 5 contains 41723 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 12999 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83897 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 186484 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 20223 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 319788 members 
Mstep: Class 18 contains 81408 members 
Mstep: Class 19 contains 65798 members 
Mstep: Class 20 contains 113276 members 
Mstep: Class 21 contains 144934 members 
Mstep: Class 22 contains 4707 members 
Mstep: Class 23 contains 205750 members 
Mstep: Class 24 contains 72182 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183950032.000000 Penalty: 92156.742188
Iteration 52Q: 27 clusters Score -1.8395e+08 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8770 members 
Mstep: Class 4 contains 220954 members 
Mstep: Class 5 contains 41436 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 12989 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 83901 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 192911 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 20174 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 320421 members 
Mstep: Class 18 contains 81535 members 
Mstep: Class 19 contains 64820 members 
Mstep: Class 20 contains 112196 members 
Mstep: Class 21 contains 143400 members 
Mstep: Class 22 contains 4707 members 
Mstep: Class 23 contains 204989 members 
Mstep: Class 24 contains 72102 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183952112.000000 Penalty: 92156.742188
Iteration 53Q: 27 clusters Score -1.839521e+08 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 218579 members 
Mstep: Class 5 contains 41142 members 
Mstep: Class 6 contains 1457 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 12996 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 83900 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 199427 members 
Mstep: Class 13 contains 1105 members 
Mstep: Class 14 contains 20110 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 321214 members 
Mstep: Class 18 contains 81641 members 
Mstep: Class 19 contains 63879 members 
Mstep: Class 20 contains 111110 members 
Mstep: Class 21 contains 141775 members 
Mstep: Class 22 contains 4696 members 
Mstep: Class 23 contains 204079 members 
Mstep: Class 24 contains 71961 members 
Mstep: Class 25 contains 2522 members 
Mstep: Class 26 contains 5405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183953696.000000 Penalty: 92156.742188
Iteration 54Q: 27 clusters Score -1.839537e+08 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 216454 members 
Mstep: Class 5 contains 40856 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 13020 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 83881 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 206140 members 
Mstep: Class 13 contains 1111 members 
Mstep: Class 14 contains 20052 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 321967 members 
Mstep: Class 18 contains 81736 members 
Mstep: Class 19 contains 62987 members 
Mstep: Class 20 contains 110071 members 
Mstep: Class 21 contains 140167 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 202672 members 
Mstep: Class 24 contains 71828 members 
Mstep: Class 25 contains 2536 members 
Mstep: Class 26 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183955008.000000 Penalty: 92156.742188
Iteration 55Q: 27 clusters Score -1.83955e+08 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 214491 members 
Mstep: Class 5 contains 40592 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 12998 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83868 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 212927 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 20008 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 322786 members 
Mstep: Class 18 contains 81783 members 
Mstep: Class 19 contains 62117 members 
Mstep: Class 20 contains 108981 members 
Mstep: Class 21 contains 138555 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 201023 members 
Mstep: Class 24 contains 71694 members 
Mstep: Class 25 contains 2546 members 
Mstep: Class 26 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183956048.000000 Penalty: 92156.742188
Iteration 56Q: 27 clusters Score -1.83956e+08 nChanged 14868
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 212687 members 
Mstep: Class 5 contains 40339 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 12958 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83866 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 219685 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 19955 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 323890 members 
Mstep: Class 18 contains 81802 members 
Mstep: Class 19 contains 61285 members 
Mstep: Class 20 contains 107921 members 
Mstep: Class 21 contains 136941 members 
Mstep: Class 22 contains 4665 members 
Mstep: Class 23 contains 198979 members 
Mstep: Class 24 contains 71505 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183956672.000000 Penalty: 92156.742188
Iteration 57Q: 27 clusters Score -1.839567e+08 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 210950 members 
Mstep: Class 5 contains 40141 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 12935 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83859 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 226315 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 19906 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 325029 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 60527 members 
Mstep: Class 20 contains 106923 members 
Mstep: Class 21 contains 135342 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 196749 members 
Mstep: Class 24 contains 71322 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183957696.000000 Penalty: 92156.742188
Iteration 58Q: 27 clusters Score -1.839577e+08 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 209256 members 
Mstep: Class 5 contains 39930 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 12912 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83839 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 232952 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 19854 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 326149 members 
Mstep: Class 18 contains 81740 members 
Mstep: Class 19 contains 59891 members 
Mstep: Class 20 contains 105992 members 
Mstep: Class 21 contains 133835 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 194327 members 
Mstep: Class 24 contains 71093 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183957488.000000 Penalty: 92156.742188
Iteration 59Q: 27 clusters Score -1.839575e+08 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8671 members 
Mstep: Class 4 contains 207694 members 
Mstep: Class 5 contains 39741 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 8 contains 12889 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83829 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 239509 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 19822 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 327114 members 
Mstep: Class 18 contains 81624 members 
Mstep: Class 19 contains 59372 members 
Mstep: Class 20 contains 105100 members 
Mstep: Class 21 contains 132324 members 
Mstep: Class 22 contains 4670 members 
Mstep: Class 23 contains 191865 members 
Mstep: Class 24 contains 70861 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 5540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183959136.000000 Penalty: 92156.742188
Iteration 60F: 27 clusters Score -1.839591e+08 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 206105 members 
Mstep: Class 5 contains 39542 members 
Mstep: Class 6 contains 1442 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 12861 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83810 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 246531 members 
Mstep: Class 13 contains 1242 members 
Mstep: Class 14 contains 19796 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6710 members 
Mstep: Class 17 contains 328037 members 
Mstep: Class 18 contains 81506 members 
Mstep: Class 19 contains 58865 members 
Mstep: Class 20 contains 104285 members 
Mstep: Class 21 contains 130793 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 23 contains 188890 members 
Mstep: Class 24 contains 70601 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 5562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183960704.000000 Penalty: 92156.742188
Iteration 61Q: 27 clusters Score -1.839607e+08 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8661 members 
Mstep: Class 4 contains 204598 members 
Mstep: Class 5 contains 39387 members 
Mstep: Class 6 contains 1454 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 12862 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83795 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 253352 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 328976 members 
Mstep: Class 18 contains 81396 members 
Mstep: Class 19 contains 58377 members 
Mstep: Class 20 contains 103545 members 
Mstep: Class 21 contains 129396 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 185726 members 
Mstep: Class 24 contains 70339 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961104.000000 Penalty: 92156.742188
Iteration 62Q: 27 clusters Score -1.839611e+08 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8661 members 
Mstep: Class 4 contains 203187 members 
Mstep: Class 5 contains 39221 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 12855 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83790 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 260147 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 19742 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 329790 members 
Mstep: Class 18 contains 81263 members 
Mstep: Class 19 contains 57971 members 
Mstep: Class 20 contains 102797 members 
Mstep: Class 21 contains 128149 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 23 contains 182464 members 
Mstep: Class 24 contains 70057 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961104.000000 Penalty: 92156.742188
Iteration 63Q: 27 clusters Score -1.839611e+08 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 201947 members 
Mstep: Class 5 contains 39067 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 2573 members 
Mstep: Class 8 contains 12867 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83793 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 266826 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 19719 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 330409 members 
Mstep: Class 18 contains 81130 members 
Mstep: Class 19 contains 57608 members 
Mstep: Class 20 contains 102086 members 
Mstep: Class 21 contains 126886 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 179177 members 
Mstep: Class 24 contains 69830 members 
Mstep: Class 25 contains 2664 members 
Mstep: Class 26 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961936.000000 Penalty: 92156.742188
Iteration 64Q: 27 clusters Score -1.839619e+08 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 200800 members 
Mstep: Class 5 contains 38923 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 2572 members 
Mstep: Class 8 contains 12861 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83789 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 273364 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 19693 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 330949 members 
Mstep: Class 18 contains 80985 members 
Mstep: Class 19 contains 57346 members 
Mstep: Class 20 contains 101385 members 
Mstep: Class 21 contains 125729 members 
Mstep: Class 22 contains 4675 members 
Mstep: Class 23 contains 175849 members 
Mstep: Class 24 contains 69601 members 
Mstep: Class 25 contains 2679 members 
Mstep: Class 26 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961664.000000 Penalty: 92156.742188
Iteration 65Q: 27 clusters Score -1.839617e+08 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8654 members 
Mstep: Class 4 contains 199701 members 
Mstep: Class 5 contains 38807 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 12869 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 83790 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 279853 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 19659 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 331346 members 
Mstep: Class 18 contains 80822 members 
Mstep: Class 19 contains 57122 members 
Mstep: Class 20 contains 100789 members 
Mstep: Class 21 contains 124558 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 172504 members 
Mstep: Class 24 contains 69398 members 
Mstep: Class 25 contains 2689 members 
Mstep: Class 26 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183961824.000000 Penalty: 92156.742188
Iteration 66Q: 27 clusters Score -1.839618e+08 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8654 members 
Mstep: Class 4 contains 198687 members 
Mstep: Class 5 contains 38707 members 
Mstep: Class 6 contains 1443 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 12873 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 83786 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 286333 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 19634 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 331655 members 
Mstep: Class 18 contains 80630 members 
Mstep: Class 19 contains 56933 members 
Mstep: Class 20 contains 100197 members 
Mstep: Class 21 contains 123411 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 23 contains 169140 members 
Mstep: Class 24 contains 69185 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183962176.000000 Penalty: 92156.742188
Iteration 67Q: 27 clusters Score -1.839622e+08 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 197741 members 
Mstep: Class 5 contains 38638 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 12887 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 83784 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 292738 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 19619 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 331824 members 
Mstep: Class 18 contains 80456 members 
Mstep: Class 19 contains 56729 members 
Mstep: Class 20 contains 99610 members 
Mstep: Class 21 contains 122300 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 165802 members 
Mstep: Class 24 contains 68994 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 5675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183962016.000000 Penalty: 92156.742188
Iteration 68Q: 27 clusters Score -1.83962e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8656 members 
Mstep: Class 4 contains 196852 members 
Mstep: Class 5 contains 38561 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 12902 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 83794 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 299261 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 14 contains 19588 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 332004 members 
Mstep: Class 18 contains 80273 members 
Mstep: Class 19 contains 56544 members 
Mstep: Class 20 contains 99012 members 
Mstep: Class 21 contains 121070 members 
Mstep: Class 22 contains 4666 members 
Mstep: Class 23 contains 162422 members 
Mstep: Class 24 contains 68799 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183964320.000000 Penalty: 92156.742188
Iteration 69Q: 27 clusters Score -1.839643e+08 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8651 members 
Mstep: Class 4 contains 196080 members 
Mstep: Class 5 contains 38430 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 2572 members 
Mstep: Class 8 contains 12928 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 83801 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 306347 members 
Mstep: Class 13 contains 1527 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 331112 members 
Mstep: Class 18 contains 80087 members 
Mstep: Class 19 contains 56355 members 
Mstep: Class 20 contains 98427 members 
Mstep: Class 21 contains 119744 members 
Mstep: Class 22 contains 4665 members 
Mstep: Class 23 contains 159614 members 
Mstep: Class 24 contains 68569 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970000.000000 Penalty: 92156.742188
Iteration 70Q: 27 clusters Score -1.8397e+08 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 195384 members 
Mstep: Class 5 contains 38267 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 12925 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 83818 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 315122 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 327939 members 
Mstep: Class 18 contains 79925 members 
Mstep: Class 19 contains 56136 members 
Mstep: Class 20 contains 97759 members 
Mstep: Class 21 contains 118264 members 
Mstep: Class 22 contains 4663 members 
Mstep: Class 23 contains 157785 members 
Mstep: Class 24 contains 68189 members 
Mstep: Class 25 contains 2709 members 
Mstep: Class 26 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974112.000000 Penalty: 92156.742188
Iteration 71Q: 27 clusters Score -1.839741e+08 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 194549 members 
Mstep: Class 5 contains 38073 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 12931 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 324729 members 
Mstep: Class 13 contains 1539 members 
Mstep: Class 14 contains 19452 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 323094 members 
Mstep: Class 18 contains 79726 members 
Mstep: Class 19 contains 55916 members 
Mstep: Class 20 contains 97130 members 
Mstep: Class 21 contains 116674 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 157159 members 
Mstep: Class 24 contains 67712 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974464.000000 Penalty: 92156.742188
Iteration 72Q: 27 clusters Score -1.839745e+08 nChanged 26638
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8642 members 
Mstep: Class 4 contains 193763 members 
Mstep: Class 5 contains 37882 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 12939 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 83846 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 332144 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 19432 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 17 contains 318260 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 55712 members 
Mstep: Class 20 contains 96747 members 
Mstep: Class 21 contains 115327 members 
Mstep: Class 22 contains 4658 members 
Mstep: Class 23 contains 158108 members 
Mstep: Class 24 contains 67192 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971920.000000 Penalty: 92156.742188
Iteration 73Q: 27 clusters Score -1.839719e+08 nChanged 27580
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8646 members 
Mstep: Class 4 contains 193112 members 
Mstep: Class 5 contains 37758 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 12958 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 83839 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 335227 members 
Mstep: Class 13 contains 1540 members 
Mstep: Class 14 contains 19459 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6971 members 
Mstep: Class 17 contains 315446 members 
Mstep: Class 18 contains 79424 members 
Mstep: Class 19 contains 55580 members 
Mstep: Class 20 contains 96771 members 
Mstep: Class 21 contains 114243 members 
Mstep: Class 22 contains 4669 members 
Mstep: Class 23 contains 160187 members 
Mstep: Class 24 contains 66856 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968480.000000 Penalty: 92156.742188
Iteration 74Q: 27 clusters Score -1.839685e+08 nChanged 23963
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8642 members 
Mstep: Class 4 contains 192703 members 
Mstep: Class 5 contains 37728 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 83863 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 335068 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7000 members 
Mstep: Class 17 contains 314247 members 
Mstep: Class 18 contains 79307 members 
Mstep: Class 19 contains 55504 members 
Mstep: Class 20 contains 97140 members 
Mstep: Class 21 contains 113331 members 
Mstep: Class 22 contains 4679 members 
Mstep: Class 23 contains 162700 members 
Mstep: Class 24 contains 66735 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183965904.000000 Penalty: 92156.742188
Iteration 75Q: 27 clusters Score -1.839659e+08 nChanged 19713
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8639 members 
Mstep: Class 4 contains 192377 members 
Mstep: Class 5 contains 37719 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 12994 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 83867 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 333167 members 
Mstep: Class 13 contains 1571 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 314292 members 
Mstep: Class 18 contains 79264 members 
Mstep: Class 19 contains 55490 members 
Mstep: Class 20 contains 97606 members 
Mstep: Class 21 contains 112598 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 165168 members 
Mstep: Class 24 contains 66736 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183966400.000000 Penalty: 92156.742188
Iteration 76Q: 27 clusters Score -1.839664e+08 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8622 members 
Mstep: Class 4 contains 192059 members 
Mstep: Class 5 contains 37688 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 13003 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83842 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 331151 members 
Mstep: Class 13 contains 1594 members 
Mstep: Class 14 contains 19580 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 314813 members 
Mstep: Class 18 contains 79245 members 
Mstep: Class 19 contains 55452 members 
Mstep: Class 20 contains 98077 members 
Mstep: Class 21 contains 111871 members 
Mstep: Class 22 contains 4688 members 
Mstep: Class 23 contains 167245 members 
Mstep: Class 24 contains 66763 members 
Mstep: Class 25 contains 2705 members 
Mstep: Class 26 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183967200.000000 Penalty: 92156.742188
Iteration 77Q: 27 clusters Score -1.839672e+08 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8612 members 
Mstep: Class 4 contains 191782 members 
Mstep: Class 5 contains 37645 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 13019 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83839 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 329316 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 315425 members 
Mstep: Class 18 contains 79236 members 
Mstep: Class 19 contains 55397 members 
Mstep: Class 20 contains 98494 members 
Mstep: Class 21 contains 111177 members 
Mstep: Class 22 contains 4698 members 
Mstep: Class 23 contains 169014 members 
Mstep: Class 24 contains 66815 members 
Mstep: Class 25 contains 2714 members 
Mstep: Class 26 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183968720.000000 Penalty: 92156.742188
Iteration 78Q: 27 clusters Score -1.839687e+08 nChanged 10331
Entering ConstructFrom: 
Score: -183968720.000000 Penalty: 92156.742188
Entering ConstructFrom: 
Trying to split cluster 1 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -113048.968750 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -113049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111087.085938 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -111087.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -112229.601562 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -112229.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112917.367188 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -112917.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113598.367188 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -113598.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -114253.335938 Penalty: 3509.601318
	Iteration 4F: 3 clusters Score -114253.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114401.679688 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -114401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114468.773438 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -114468.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -114511.093750 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -114511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -114552.437500 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -114552.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -114704.718750 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -114704.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -114812.445312 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -114812.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114851.835938 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -114851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114875.734375 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -114875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -114899.203125 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -114899.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114959.500000 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -114959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -115031.726562 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -115031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -115039.554688 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -115039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -115039.554688 Penalty: 3509.601318
	Iteration 17F: 3 clusters Score -115039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Entering Unmasked Estep 
Score: -183968800.000000 Penalty: 95701.226562
Splitting cluster 1 changes total score from -183968720.000000 to -183968800.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -176650.531250 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176650.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -177193.828125 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177193.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -177634.046875 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -177634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -178711.468750 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -178711.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -180349.953125 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -180350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -180912.421875 Penalty: 3671.010742
	Iteration 5F: 3 clusters Score -180912.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -181018.546875 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -181018.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -181055.296875 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -181055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -181065.796875 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -181065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -181071.125000 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -181071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -181075.281250 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -181075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -181076.468750 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -181076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -181076.468750 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -181076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 364 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 1274 members 
Entering Unmasked Estep 
Score: -183967632.000000 Penalty: 99245.718750
Splitting cluster 2 changes total score from -183968720.000000 to -183967632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -975449.812500 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -975449.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -968712.625000 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -968712.6 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -970634.500000 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -970634.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -971022.625000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -971022.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -971427.375000 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -971427.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -971966.125000 Penalty: 4493.578613
	Iteration 4F: 3 clusters Score -971966.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -972582.375000 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -972582.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -973119.625000 Penalty: 4493.578613
	Iteration 6F: 3 clusters Score -973119.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -973526.312500 Penalty: 4493.578613
	Iteration 7F: 3 clusters Score -973526.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -973791.875000 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -973791.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -973929.437500 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -973929.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -974007.062500 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -974007.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -974034.437500 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -974034.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -974061.875000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -974061.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -974083.125000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -974083.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -974093.875000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -974093.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -974102.875000 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -974102.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -974113.875000 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -974113.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -974122.312500 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -974122.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -974129.375000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -974129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -974131.187500 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -974131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -974129.562500 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -974129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -974133.812500 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -974133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -974133.937500 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -974133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -974134.250000 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -974134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -974134.812500 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -974134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -974135.187500 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -974135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -974135.187500 Penalty: 4493.578613
	Iteration 26F: 3 clusters Score -974135.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (191539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191539 members 
Entering Unmasked Estep 
Score: -22526436.000000 Penalty: 3016.385986
	Iteration 0F: 2 clusters Score -2.252644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -22399846.000000 Penalty: 6032.771973
	Iteration 0F: 3 clusters Score -2.239985e+07 nChanged 91932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -22453362.000000 Penalty: 6032.771973
	Iteration 1F: 3 clusters Score -2.245336e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -22454378.000000 Penalty: 6032.771973
	Iteration 2Q: 3 clusters Score -2.245438e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -22455538.000000 Penalty: 6032.771973
	Iteration 3Q: 3 clusters Score -2.245554e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 88440 members 
Entering Unmasked Estep 
Score: -22456788.000000 Penalty: 6032.771973
	Iteration 4Q: 3 clusters Score -2.245679e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -22458624.000000 Penalty: 6032.771973
	Iteration 5Q: 3 clusters Score -2.245862e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -22461506.000000 Penalty: 6032.771973
	Iteration 6Q: 3 clusters Score -2.246151e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -22466436.000000 Penalty: 6032.771973
	Iteration 7Q: 3 clusters Score -2.246644e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -22474762.000000 Penalty: 6032.771973
	Iteration 8F: 3 clusters Score -2.247476e+07 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -22487012.000000 Penalty: 6032.771973
	Iteration 9F: 3 clusters Score -2.248701e+07 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -22500868.000000 Penalty: 6032.771973
	Iteration 10F: 3 clusters Score -2.250087e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -22511792.000000 Penalty: 6032.771973
	Iteration 11F: 3 clusters Score -2.251179e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -22517928.000000 Penalty: 6032.771973
	Iteration 12Q: 3 clusters Score -2.251793e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187070 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -22520882.000000 Penalty: 6032.771973
	Iteration 13Q: 3 clusters Score -2.252088e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188911 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -22522224.000000 Penalty: 6032.771973
	Iteration 14Q: 3 clusters Score -2.252222e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189781 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22522850.000000 Penalty: 6032.771973
	Iteration 15Q: 3 clusters Score -2.252285e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190214 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -22523190.000000 Penalty: 6032.771973
	Iteration 16Q: 3 clusters Score -2.252319e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190453 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22523378.000000 Penalty: 6032.771973
	Iteration 17Q: 3 clusters Score -2.252338e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190607 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22523474.000000 Penalty: 6032.771973
	Iteration 18Q: 3 clusters Score -2.252347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190692 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22523580.000000 Penalty: 6032.771973
	Iteration 19Q: 3 clusters Score -2.252358e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190747 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22523628.000000 Penalty: 6032.771973
	Iteration 20F: 3 clusters Score -2.252363e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190794 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22523666.000000 Penalty: 6032.771973
	Iteration 21Q: 3 clusters Score -2.252367e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190824 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -22523696.000000 Penalty: 6032.771973
	Iteration 22Q: 3 clusters Score -2.25237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190838 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -22523714.000000 Penalty: 6032.771973
	Iteration 23Q: 3 clusters Score -2.252371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190854 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22523724.000000 Penalty: 6032.771973
	Iteration 24Q: 3 clusters Score -2.252372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190861 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22523730.000000 Penalty: 6032.771973
	Iteration 25Q: 3 clusters Score -2.252373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190866 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22523726.000000 Penalty: 6032.771973
	Iteration 26Q: 3 clusters Score -2.252373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22523740.000000 Penalty: 6032.771973
	Iteration 27Q: 3 clusters Score -2.252374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190873 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22523740.000000 Penalty: 6032.771973
	Iteration 28Q: 3 clusters Score -2.252374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190875 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22523758.000000 Penalty: 6032.771973
	Iteration 29Q: 3 clusters Score -2.252376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190879 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22523744.000000 Penalty: 6032.771973
	Iteration 30Q: 3 clusters Score -2.252374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22523746.000000 Penalty: 6032.771973
	Iteration 31Q: 3 clusters Score -2.252375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190885 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22523770.000000 Penalty: 6032.771973
	Iteration 32Q: 3 clusters Score -2.252377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190885 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22523770.000000 Penalty: 6032.771973
	Iteration 33F: 3 clusters Score -2.252377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Entering Unmasked Estep 
Score: -4483416.000000 Penalty: 2612.791748
	Iteration 0F: 2 clusters Score -4483416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4457906.500000 Penalty: 5225.583496
	Iteration 0F: 3 clusters Score -4457906 nChanged 17023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4467369.000000 Penalty: 5225.583496
	Iteration 1F: 3 clusters Score -4467369 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4468010.000000 Penalty: 5225.583496
	Iteration 2Q: 3 clusters Score -4468010 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4468758.000000 Penalty: 5225.583496
	Iteration 3Q: 3 clusters Score -4468758 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4469723.500000 Penalty: 5225.583496
	Iteration 4Q: 3 clusters Score -4469724 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4471002.000000 Penalty: 5225.583496
	Iteration 5F: 3 clusters Score -4471002 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4472614.000000 Penalty: 5225.583496
	Iteration 6F: 3 clusters Score -4472614 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -4474566.500000 Penalty: 5225.583496
	Iteration 7F: 3 clusters Score -4474566 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4476575.000000 Penalty: 5225.583496
	Iteration 8F: 3 clusters Score -4476575 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4478270.500000 Penalty: 5225.583496
	Iteration 9F: 3 clusters Score -4478270 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4479452.500000 Penalty: 5225.583496
	Iteration 10Q: 3 clusters Score -4479452 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4480175.000000 Penalty: 5225.583496
	Iteration 11Q: 3 clusters Score -4480175 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4480549.500000 Penalty: 5225.583496
	Iteration 12Q: 3 clusters Score -4480550 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4480745.500000 Penalty: 5225.583496
	Iteration 13Q: 3 clusters Score -4480746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4480880.000000 Penalty: 5225.583496
	Iteration 14Q: 3 clusters Score -4480880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4480947.500000 Penalty: 5225.583496
	Iteration 15Q: 3 clusters Score -4480948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4481001.500000 Penalty: 5225.583496
	Iteration 16Q: 3 clusters Score -4481002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4481055.500000 Penalty: 5225.583496
	Iteration 17Q: 3 clusters Score -4481056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4481080.000000 Penalty: 5225.583496
	Iteration 18Q: 3 clusters Score -4481080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4481096.500000 Penalty: 5225.583496
	Iteration 19Q: 3 clusters Score -4481096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4481114.500000 Penalty: 5225.583496
	Iteration 20F: 3 clusters Score -4481114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4481126.500000 Penalty: 5225.583496
	Iteration 21Q: 3 clusters Score -4481126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4481130.500000 Penalty: 5225.583496
	Iteration 22Q: 3 clusters Score -4481130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4481138.000000 Penalty: 5225.583496
	Iteration 23Q: 3 clusters Score -4481138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4481137.500000 Penalty: 5225.583496
	Iteration 24Q: 3 clusters Score -4481138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4481137.500000 Penalty: 5225.583496
	Iteration 25F: 3 clusters Score -4481138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -153942.031250 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -153942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151726.359375 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -151726.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152081.093750 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -152081.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152166.828125 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -152166.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152213.500000 Penalty: 3586.000000
	Iteration 3Q: 3 clusters Score -152213.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152242.984375 Penalty: 3586.000000
	Iteration 4Q: 3 clusters Score -152243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152264.828125 Penalty: 3586.000000
	Iteration 5Q: 3 clusters Score -152264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152282.109375 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -152282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152288.562500 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -152288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152297.000000 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -152297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152300.203125 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -152300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152304.359375 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -152304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152311.375000 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -152311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152320.468750 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -152320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152342.515625 Penalty: 3586.000000
	Iteration 13Q: 3 clusters Score -152342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152353.796875 Penalty: 3586.000000
	Iteration 14Q: 3 clusters Score -152353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152367.156250 Penalty: 3586.000000
	Iteration 15Q: 3 clusters Score -152367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152376.562500 Penalty: 3586.000000
	Iteration 16Q: 3 clusters Score -152376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152382.859375 Penalty: 3586.000000
	Iteration 17Q: 3 clusters Score -152382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152389.328125 Penalty: 3586.000000
	Iteration 18Q: 3 clusters Score -152389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152395.859375 Penalty: 3586.000000
	Iteration 19Q: 3 clusters Score -152395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152400.578125 Penalty: 3586.000000
	Iteration 20F: 3 clusters Score -152400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152405.546875 Penalty: 3586.000000
	Iteration 21Q: 3 clusters Score -152405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152411.937500 Penalty: 3586.000000
	Iteration 22Q: 3 clusters Score -152411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152423.203125 Penalty: 3586.000000
	Iteration 23Q: 3 clusters Score -152423.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152439.484375 Penalty: 3586.000000
	Iteration 24Q: 3 clusters Score -152439.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152451.265625 Penalty: 3586.000000
	Iteration 25Q: 3 clusters Score -152451.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152465.687500 Penalty: 3586.000000
	Iteration 26Q: 3 clusters Score -152465.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152491.796875 Penalty: 3586.000000
	Iteration 27Q: 3 clusters Score -152491.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152523.390625 Penalty: 3586.000000
	Iteration 28Q: 3 clusters Score -152523.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152555.203125 Penalty: 3586.000000
	Iteration 29Q: 3 clusters Score -152555.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152596.078125 Penalty: 3586.000000
	Iteration 30Q: 3 clusters Score -152596.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152658.390625 Penalty: 3586.000000
	Iteration 31Q: 3 clusters Score -152658.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152706.546875 Penalty: 3586.000000
	Iteration 32Q: 3 clusters Score -152706.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152746.796875 Penalty: 3586.000000
	Iteration 33Q: 3 clusters Score -152746.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152792.843750 Penalty: 3586.000000
	Iteration 34Q: 3 clusters Score -152792.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152845.750000 Penalty: 3586.000000
	Iteration 35Q: 3 clusters Score -152845.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152919.625000 Penalty: 3586.000000
	Iteration 36Q: 3 clusters Score -152919.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152999.609375 Penalty: 3586.000000
	Iteration 37Q: 3 clusters Score -152999.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -153084.484375 Penalty: 3586.000000
	Iteration 38Q: 3 clusters Score -153084.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153188.375000 Penalty: 3586.000000
	Iteration 39Q: 3 clusters Score -153188.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153270.640625 Penalty: 3586.000000
	Iteration 40F: 3 clusters Score -153270.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153312.703125 Penalty: 3586.000000
	Iteration 41Q: 3 clusters Score -153312.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -153338.625000 Penalty: 3586.000000
	Iteration 42Q: 3 clusters Score -153338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153355.281250 Penalty: 3586.000000
	Iteration 43Q: 3 clusters Score -153355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153362.953125 Penalty: 3586.000000
	Iteration 44Q: 3 clusters Score -153363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153368.296875 Penalty: 3586.000000
	Iteration 45Q: 3 clusters Score -153368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153370.125000 Penalty: 3586.000000
	Iteration 46Q: 3 clusters Score -153370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153370.125000 Penalty: 3586.000000
	Iteration 47F: 3 clusters Score -153370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -273656.031250 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -273656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -270764.750000 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -270764.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -271644.500000 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -271644.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -272192.843750 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -272192.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -272832.593750 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -272832.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -273398.781250 Penalty: 3900.371094
	Iteration 4F: 3 clusters Score -273398.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -273739.718750 Penalty: 3900.371094
	Iteration 5F: 3 clusters Score -273739.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -273898.343750 Penalty: 3900.371094
	Iteration 6F: 3 clusters Score -273898.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -273973.625000 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -273973.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -274016.187500 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -274016.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -274047.750000 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -274047.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -274075.656250 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -274075.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274090.968750 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -274091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274102.750000 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -274102.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -274111.656250 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -274111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -274116.718750 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -274116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274123.031250 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -274123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -274130.406250 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -274130.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -274137.843750 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -274137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -274141.375000 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -274141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -274143.906250 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -274143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274144.906250 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -274144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -274146.125000 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -274146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -274150.156250 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -274150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -274152.593750 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -274152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -274153.562500 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -274153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -274153.562500 Penalty: 3900.371094
	Iteration 25F: 3 clusters Score -274153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 1254 members 
Entering Unmasked Estep 
Score: -183967984.000000 Penalty: 99245.718750
Splitting cluster 7 changes total score from -183968720.000000 to -183967984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (13055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Entering Unmasked Estep 
Score: -1418845.500000 Penalty: 2350.277832
	Iteration 0F: 2 clusters Score -1418846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1409250.250000 Penalty: 4700.555664
	Iteration 0F: 3 clusters Score -1409250 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1412461.875000 Penalty: 4700.555664
	Iteration 1F: 3 clusters Score -1412462 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1413062.500000 Penalty: 4700.555664
	Iteration 2F: 3 clusters Score -1413062 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1413599.250000 Penalty: 4700.555664
	Iteration 3F: 3 clusters Score -1413599 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1414115.750000 Penalty: 4700.555664
	Iteration 4F: 3 clusters Score -1414116 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1414588.000000 Penalty: 4700.555664
	Iteration 5F: 3 clusters Score -1414588 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1415041.750000 Penalty: 4700.555664
	Iteration 6F: 3 clusters Score -1415042 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1415534.000000 Penalty: 4700.555664
	Iteration 7F: 3 clusters Score -1415534 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1416091.375000 Penalty: 4700.555664
	Iteration 8Q: 3 clusters Score -1416091 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1416665.625000 Penalty: 4700.555664
	Iteration 9Q: 3 clusters Score -1416666 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1417156.250000 Penalty: 4700.555664
	Iteration 10Q: 3 clusters Score -1417156 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1417460.000000 Penalty: 4700.555664
	Iteration 11Q: 3 clusters Score -1417460 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1417633.000000 Penalty: 4700.555664
	Iteration 12Q: 3 clusters Score -1417633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1417738.625000 Penalty: 4700.555664
	Iteration 13Q: 3 clusters Score -1417739 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1417815.000000 Penalty: 4700.555664
	Iteration 14Q: 3 clusters Score -1417815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1417871.375000 Penalty: 4700.555664
	Iteration 15Q: 3 clusters Score -1417871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1417910.875000 Penalty: 4700.555664
	Iteration 16Q: 3 clusters Score -1417911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1417950.375000 Penalty: 4700.555664
	Iteration 17Q: 3 clusters Score -1417950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1417982.625000 Penalty: 4700.555664
	Iteration 18Q: 3 clusters Score -1417983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1418036.750000 Penalty: 4700.555664
	Iteration 19Q: 3 clusters Score -1418037 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1418102.750000 Penalty: 4700.555664
	Iteration 20F: 3 clusters Score -1418103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1418157.625000 Penalty: 4700.555664
	Iteration 21Q: 3 clusters Score -1418158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1418190.500000 Penalty: 4700.555664
	Iteration 22Q: 3 clusters Score -1418190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1418251.875000 Penalty: 4700.555664
	Iteration 23Q: 3 clusters Score -1418252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1418299.125000 Penalty: 4700.555664
	Iteration 24Q: 3 clusters Score -1418299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1418324.750000 Penalty: 4700.555664
	Iteration 25Q: 3 clusters Score -1418325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1418342.375000 Penalty: 4700.555664
	Iteration 26Q: 3 clusters Score -1418342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1418351.250000 Penalty: 4700.555664
	Iteration 27Q: 3 clusters Score -1418351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1418354.250000 Penalty: 4700.555664
	Iteration 28Q: 3 clusters Score -1418354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1418357.375000 Penalty: 4700.555664
	Iteration 29Q: 3 clusters Score -1418357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1418357.000000 Penalty: 4700.555664
	Iteration 30Q: 3 clusters Score -1418357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1418362.125000 Penalty: 4700.555664
	Iteration 31Q: 3 clusters Score -1418362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1418364.000000 Penalty: 4700.555664
	Iteration 32Q: 3 clusters Score -1418364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1418363.625000 Penalty: 4700.555664
	Iteration 33Q: 3 clusters Score -1418364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1418364.250000 Penalty: 4700.555664
	Iteration 34Q: 3 clusters Score -1418364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1418364.125000 Penalty: 4700.555664
	Iteration 35Q: 3 clusters Score -1418364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1418366.375000 Penalty: 4700.555664
	Iteration 36Q: 3 clusters Score -1418366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1418366.000000 Penalty: 4700.555664
	Iteration 37Q: 3 clusters Score -1418366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1418366.000000 Penalty: 4700.555664
	Iteration 38F: 3 clusters Score -1418366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -52267.339844 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -52267.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50734.042969 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -50734.04 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50879.480469 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -50879.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50924.933594 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -50924.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50934.628906 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -50934.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50943.949219 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -50943.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50946.007812 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -50946.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50952.542969 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -50952.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50956.140625 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -50956.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50957.617188 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -50957.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50960.425781 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -50960.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50960.425781 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -50960.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Entering Unmasked Estep 
Score: -9757232.000000 Penalty: 2811.475098
	Iteration 0F: 2 clusters Score -9757232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -9701195.000000 Penalty: 5622.950195
	Iteration 0F: 3 clusters Score -9701195 nChanged 39584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -9723641.000000 Penalty: 5622.950195
	Iteration 1F: 3 clusters Score -9723641 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -9724641.000000 Penalty: 5622.950195
	Iteration 2Q: 3 clusters Score -9724641 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -9726029.000000 Penalty: 5622.950195
	Iteration 3Q: 3 clusters Score -9726029 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -9728358.000000 Penalty: 5622.950195
	Iteration 4F: 3 clusters Score -9728358 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -9731838.000000 Penalty: 5622.950195
	Iteration 5F: 3 clusters Score -9731838 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -9736969.000000 Penalty: 5622.950195
	Iteration 6F: 3 clusters Score -9736969 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -9742525.000000 Penalty: 5622.950195
	Iteration 7F: 3 clusters Score -9742525 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -9747151.000000 Penalty: 5622.950195
	Iteration 8F: 3 clusters Score -9747151 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -9750221.000000 Penalty: 5622.950195
	Iteration 9Q: 3 clusters Score -9750221 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -9752317.000000 Penalty: 5622.950195
	Iteration 10Q: 3 clusters Score -9752317 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -9753572.000000 Penalty: 5622.950195
	Iteration 11Q: 3 clusters Score -9753572 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -9754261.000000 Penalty: 5622.950195
	Iteration 12Q: 3 clusters Score -9754261 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -9754667.000000 Penalty: 5622.950195
	Iteration 13Q: 3 clusters Score -9754667 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9754920.000000 Penalty: 5622.950195
	Iteration 14Q: 3 clusters Score -9754920 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9755093.000000 Penalty: 5622.950195
	Iteration 15Q: 3 clusters Score -9755093 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9755156.000000 Penalty: 5622.950195
	Iteration 16Q: 3 clusters Score -9755156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9755206.000000 Penalty: 5622.950195
	Iteration 17Q: 3 clusters Score -9755206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9755271.000000 Penalty: 5622.950195
	Iteration 18Q: 3 clusters Score -9755271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9755297.000000 Penalty: 5622.950195
	Iteration 19Q: 3 clusters Score -9755297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9755352.000000 Penalty: 5622.950195
	Iteration 20F: 3 clusters Score -9755352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9755364.000000 Penalty: 5622.950195
	Iteration 21Q: 3 clusters Score -9755364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9755391.000000 Penalty: 5622.950195
	Iteration 22Q: 3 clusters Score -9755391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9755415.000000 Penalty: 5622.950195
	Iteration 23Q: 3 clusters Score -9755415 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9755418.000000 Penalty: 5622.950195
	Iteration 24Q: 3 clusters Score -9755418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9755451.000000 Penalty: 5622.950195
	Iteration 25Q: 3 clusters Score -9755451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9755477.000000 Penalty: 5622.950195
	Iteration 26Q: 3 clusters Score -9755477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9755486.000000 Penalty: 5622.950195
	Iteration 27Q: 3 clusters Score -9755486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9755495.000000 Penalty: 5622.950195
	Iteration 28Q: 3 clusters Score -9755495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9755489.000000 Penalty: 5622.950195
	Iteration 29Q: 3 clusters Score -9755489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9755500.000000 Penalty: 5622.950195
	Iteration 30Q: 3 clusters Score -9755500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9755521.000000 Penalty: 5622.950195
	Iteration 31Q: 3 clusters Score -9755521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9755528.000000 Penalty: 5622.950195
	Iteration 32Q: 3 clusters Score -9755528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9755536.000000 Penalty: 5622.950195
	Iteration 33Q: 3 clusters Score -9755536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9755530.000000 Penalty: 5622.950195
	Iteration 34Q: 3 clusters Score -9755530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9755521.000000 Penalty: 5622.950195
	Iteration 35Q: 3 clusters Score -9755521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9755525.000000 Penalty: 5622.950195
	Iteration 36Q: 3 clusters Score -9755525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9755523.000000 Penalty: 5622.950195
	Iteration 37Q: 3 clusters Score -9755523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9755540.000000 Penalty: 5622.950195
	Iteration 38Q: 3 clusters Score -9755540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9755551.000000 Penalty: 5622.950195
	Iteration 39Q: 3 clusters Score -9755551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9755550.000000 Penalty: 5622.950195
	Iteration 40F: 3 clusters Score -9755550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9755548.000000 Penalty: 5622.950195
	Iteration 41Q: 3 clusters Score -9755548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9755552.000000 Penalty: 5622.950195
	Iteration 42Q: 3 clusters Score -9755552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9755556.000000 Penalty: 5622.950195
	Iteration 43Q: 3 clusters Score -9755556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9755556.000000 Penalty: 5622.950195
	Iteration 44F: 3 clusters Score -9755556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -153526.656250 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -153526.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -151377.156250 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -151377.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152154.296875 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -152154.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -152781.281250 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -152781.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -153229.578125 Penalty: 3591.717773
	Iteration 3F: 3 clusters Score -153229.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -153684.234375 Penalty: 3591.717773
	Iteration 4F: 3 clusters Score -153684.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -154362.140625 Penalty: 3591.717773
	Iteration 5F: 3 clusters Score -154362.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -154476.781250 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -154476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -154499.140625 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -154499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -154506.453125 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -154506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -154507.250000 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -154507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -154507.250000 Penalty: 3591.717773
	Iteration 10F: 3 clusters Score -154507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 1086 members 
Entering Unmasked Estep 
Score: -183967408.000000 Penalty: 99245.718750
Splitting cluster 11 changes total score from -183968720.000000 to -183967408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (327610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327610 members 
Entering Unmasked Estep 
Score: -38451144.000000 Penalty: 3149.495605
	Iteration 0F: 2 clusters Score -3.845114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -38246988.000000 Penalty: 6298.991211
	Iteration 0F: 3 clusters Score -3.824699e+07 nChanged 159042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 165466 members 
Entering Unmasked Estep 
Score: -38343140.000000 Penalty: 6298.991211
	Iteration 1F: 3 clusters Score -3.834314e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -38344460.000000 Penalty: 6298.991211
	Iteration 2Q: 3 clusters Score -3.834446e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -38346356.000000 Penalty: 6298.991211
	Iteration 3Q: 3 clusters Score -3.834636e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 168957 members 
Entering Unmasked Estep 
Score: -38348344.000000 Penalty: 6298.991211
	Iteration 4Q: 3 clusters Score -3.834834e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -38351468.000000 Penalty: 6298.991211
	Iteration 5Q: 3 clusters Score -3.835147e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -38355320.000000 Penalty: 6298.991211
	Iteration 6Q: 3 clusters Score -3.835532e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 180592 members 
Entering Unmasked Estep 
Score: -38360964.000000 Penalty: 6298.991211
	Iteration 7Q: 3 clusters Score -3.836096e+07 nChanged 16226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139384 members 
Mstep: Class 2 contains 188226 members 
Entering Unmasked Estep 
Score: -38368688.000000 Penalty: 6298.991211
	Iteration 8Q: 3 clusters Score -3.836869e+07 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129496 members 
Mstep: Class 2 contains 198114 members 
Entering Unmasked Estep 
Score: -38379044.000000 Penalty: 6298.991211
	Iteration 9F: 3 clusters Score -3.837904e+07 nChanged 20085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 209317 members 
Entering Unmasked Estep 
Score: -38392144.000000 Penalty: 6298.991211
	Iteration 10F: 3 clusters Score -3.839214e+07 nChanged 19441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 219482 members 
Entering Unmasked Estep 
Score: -38404716.000000 Penalty: 6298.991211
	Iteration 11F: 3 clusters Score -3.840472e+07 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 227534 members 
Entering Unmasked Estep 
Score: -38413364.000000 Penalty: 6298.991211
	Iteration 12Q: 3 clusters Score -3.841336e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 234020 members 
Entering Unmasked Estep 
Score: -38417888.000000 Penalty: 6298.991211
	Iteration 13Q: 3 clusters Score -3.841789e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 239986 members 
Entering Unmasked Estep 
Score: -38420332.000000 Penalty: 6298.991211
	Iteration 14Q: 3 clusters Score -3.842033e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 245713 members 
Entering Unmasked Estep 
Score: -38422076.000000 Penalty: 6298.991211
	Iteration 15Q: 3 clusters Score -3.842208e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 251433 members 
Entering Unmasked Estep 
Score: -38423592.000000 Penalty: 6298.991211
	Iteration 16Q: 3 clusters Score -3.842359e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 257006 members 
Entering Unmasked Estep 
Score: -38425236.000000 Penalty: 6298.991211
	Iteration 17Q: 3 clusters Score -3.842524e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 262514 members 
Entering Unmasked Estep 
Score: -38427020.000000 Penalty: 6298.991211
	Iteration 18Q: 3 clusters Score -3.842702e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 268075 members 
Entering Unmasked Estep 
Score: -38428936.000000 Penalty: 6298.991211
	Iteration 19Q: 3 clusters Score -3.842894e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 273566 members 
Entering Unmasked Estep 
Score: -38430900.000000 Penalty: 6298.991211
	Iteration 20F: 3 clusters Score -3.84309e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 278957 members 
Entering Unmasked Estep 
Score: -38433096.000000 Penalty: 6298.991211
	Iteration 21Q: 3 clusters Score -3.84331e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 284210 members 
Entering Unmasked Estep 
Score: -38435768.000000 Penalty: 6298.991211
	Iteration 22Q: 3 clusters Score -3.843577e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 289346 members 
Entering Unmasked Estep 
Score: -38438108.000000 Penalty: 6298.991211
	Iteration 23Q: 3 clusters Score -3.843811e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 294385 members 
Entering Unmasked Estep 
Score: -38440408.000000 Penalty: 6298.991211
	Iteration 24Q: 3 clusters Score -3.844041e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 299115 members 
Entering Unmasked Estep 
Score: -38443896.000000 Penalty: 6298.991211
	Iteration 25Q: 3 clusters Score -3.84439e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 303430 members 
Entering Unmasked Estep 
Score: -38447004.000000 Penalty: 6298.991211
	Iteration 26Q: 3 clusters Score -3.8447e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 307356 members 
Entering Unmasked Estep 
Score: -38449328.000000 Penalty: 6298.991211
	Iteration 27Q: 3 clusters Score -3.844933e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 310850 members 
Entering Unmasked Estep 
Score: -38451176.000000 Penalty: 6298.991211
	Iteration 28Q: 3 clusters Score -3.845118e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 313910 members 
Entering Unmasked Estep 
Score: -38451940.000000 Penalty: 6298.991211
	Iteration 29Q: 3 clusters Score -3.845194e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 316654 members 
Entering Unmasked Estep 
Score: -38451892.000000 Penalty: 6298.991211
	Iteration 30Q: 3 clusters Score -3.845189e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 318986 members 
Entering Unmasked Estep 
Score: -38451660.000000 Penalty: 6298.991211
	Iteration 31Q: 3 clusters Score -3.845166e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 320917 members 
Entering Unmasked Estep 
Score: -38451432.000000 Penalty: 6298.991211
	Iteration 32Q: 3 clusters Score -3.845143e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 322446 members 
Entering Unmasked Estep 
Score: -38451012.000000 Penalty: 6298.991211
	Iteration 33Q: 3 clusters Score -3.845101e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 323611 members 
Entering Unmasked Estep 
Score: -38450600.000000 Penalty: 6298.991211
	Iteration 34Q: 3 clusters Score -3.84506e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 324416 members 
Entering Unmasked Estep 
Score: -38450312.000000 Penalty: 6298.991211
	Iteration 35Q: 3 clusters Score -3.845031e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 324993 members 
Entering Unmasked Estep 
Score: -38449996.000000 Penalty: 6298.991211
	Iteration 36Q: 3 clusters Score -3.845e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 325417 members 
Entering Unmasked Estep 
Score: -38449824.000000 Penalty: 6298.991211
	Iteration 37Q: 3 clusters Score -3.844982e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 325715 members 
Entering Unmasked Estep 
Score: -38449796.000000 Penalty: 6298.991211
	Iteration 38Q: 3 clusters Score -3.84498e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 325935 members 
Entering Unmasked Estep 
Score: -38449568.000000 Penalty: 6298.991211
	Iteration 39Q: 3 clusters Score -3.844957e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 326093 members 
Entering Unmasked Estep 
Score: -38449496.000000 Penalty: 6298.991211
	Iteration 40F: 3 clusters Score -3.84495e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 326214 members 
Entering Unmasked Estep 
Score: -38449484.000000 Penalty: 6298.991211
	Iteration 41Q: 3 clusters Score -3.844948e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 326300 members 
Entering Unmasked Estep 
Score: -38449440.000000 Penalty: 6298.991211
	Iteration 42Q: 3 clusters Score -3.844944e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 326361 members 
Entering Unmasked Estep 
Score: -38449492.000000 Penalty: 6298.991211
	Iteration 43Q: 3 clusters Score -3.844949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 326405 members 
Entering Unmasked Estep 
Score: -38449448.000000 Penalty: 6298.991211
	Iteration 44Q: 3 clusters Score -3.844945e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 326444 members 
Entering Unmasked Estep 
Score: -38449464.000000 Penalty: 6298.991211
	Iteration 45Q: 3 clusters Score -3.844946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 326468 members 
Entering Unmasked Estep 
Score: -38449436.000000 Penalty: 6298.991211
	Iteration 46Q: 3 clusters Score -3.844944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 326484 members 
Entering Unmasked Estep 
Score: -38449428.000000 Penalty: 6298.991211
	Iteration 47Q: 3 clusters Score -3.844943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 326495 members 
Entering Unmasked Estep 
Score: -38449404.000000 Penalty: 6298.991211
	Iteration 48Q: 3 clusters Score -3.84494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 326508 members 
Entering Unmasked Estep 
Score: -38449416.000000 Penalty: 6298.991211
	Iteration 49Q: 3 clusters Score -3.844942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 326514 members 
Entering Unmasked Estep 
Score: -38449452.000000 Penalty: 6298.991211
	Iteration 50Q: 3 clusters Score -3.844945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 326529 members 
Entering Unmasked Estep 
Score: -38449440.000000 Penalty: 6298.991211
	Iteration 51Q: 3 clusters Score -3.844944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 326531 members 
Entering Unmasked Estep 
Score: -38449424.000000 Penalty: 6298.991211
	Iteration 52Q: 3 clusters Score -3.844942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 326535 members 
Entering Unmasked Estep 
Score: -38449400.000000 Penalty: 6298.991211
	Iteration 53Q: 3 clusters Score -3.84494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 326538 members 
Entering Unmasked Estep 
Score: -38449384.000000 Penalty: 6298.991211
	Iteration 54Q: 3 clusters Score -3.844938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 326543 members 
Entering Unmasked Estep 
Score: -38449388.000000 Penalty: 6298.991211
	Iteration 55Q: 3 clusters Score -3.844939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 326549 members 
Entering Unmasked Estep 
Score: -38449396.000000 Penalty: 6298.991211
	Iteration 56Q: 3 clusters Score -3.84494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 326554 members 
Entering Unmasked Estep 
Score: -38449388.000000 Penalty: 6298.991211
	Iteration 57Q: 3 clusters Score -3.844939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 326552 members 
Entering Unmasked Estep 
Score: -38449412.000000 Penalty: 6298.991211
	Iteration 58Q: 3 clusters Score -3.844941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 326552 members 
Entering Unmasked Estep 
Score: -38449412.000000 Penalty: 6298.991211
	Iteration 59F: 3 clusters Score -3.844941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -187931.218750 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -187931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185536.406250 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -185536.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185903.750000 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -185903.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186011.343750 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -186011.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -186066.703125 Penalty: 3667.363770
	Iteration 3Q: 3 clusters Score -186066.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186100.953125 Penalty: 3667.363770
	Iteration 4Q: 3 clusters Score -186101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -186112.234375 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -186112.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186126.437500 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -186126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186147.250000 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -186147.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186157.828125 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -186157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186163.453125 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -186163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186168.703125 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -186168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186172.671875 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -186172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -186178.250000 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -186178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186182.265625 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -186182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186184.281250 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -186184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186184.968750 Penalty: 3667.363770
	Iteration 15Q: 3 clusters Score -186185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186184.968750 Penalty: 3667.363770
	Iteration 16F: 3 clusters Score -186185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Entering Unmasked Estep 
Score: -2278869.250000 Penalty: 2451.041992
	Iteration 0F: 2 clusters Score -2278869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2265041.500000 Penalty: 4902.083984
	Iteration 0F: 3 clusters Score -2265042 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2269736.750000 Penalty: 4902.083984
	Iteration 1F: 3 clusters Score -2269737 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2270201.750000 Penalty: 4902.083984
	Iteration 2F: 3 clusters Score -2270202 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2270576.500000 Penalty: 4902.083984
	Iteration 3Q: 3 clusters Score -2270576 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2270922.250000 Penalty: 4902.083984
	Iteration 4Q: 3 clusters Score -2270922 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2271340.750000 Penalty: 4902.083984
	Iteration 5Q: 3 clusters Score -2271341 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2271894.250000 Penalty: 4902.083984
	Iteration 6Q: 3 clusters Score -2271894 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2272543.750000 Penalty: 4902.083984
	Iteration 7F: 3 clusters Score -2272544 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2273253.250000 Penalty: 4902.083984
	Iteration 8F: 3 clusters Score -2273253 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2273987.750000 Penalty: 4902.083984
	Iteration 9F: 3 clusters Score -2273988 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2274825.750000 Penalty: 4902.083984
	Iteration 10F: 3 clusters Score -2274826 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2275672.500000 Penalty: 4902.083984
	Iteration 11F: 3 clusters Score -2275672 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2276400.750000 Penalty: 4902.083984
	Iteration 12Q: 3 clusters Score -2276401 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2277004.750000 Penalty: 4902.083984
	Iteration 13Q: 3 clusters Score -2277005 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2277565.750000 Penalty: 4902.083984
	Iteration 14Q: 3 clusters Score -2277566 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2277955.500000 Penalty: 4902.083984
	Iteration 15Q: 3 clusters Score -2277956 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2278236.000000 Penalty: 4902.083984
	Iteration 16Q: 3 clusters Score -2278236 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2278389.750000 Penalty: 4902.083984
	Iteration 17Q: 3 clusters Score -2278390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2278462.250000 Penalty: 4902.083984
	Iteration 18Q: 3 clusters Score -2278462 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2278517.000000 Penalty: 4902.083984
	Iteration 19Q: 3 clusters Score -2278517 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2278557.500000 Penalty: 4902.083984
	Iteration 20F: 3 clusters Score -2278558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2278585.000000 Penalty: 4902.083984
	Iteration 21Q: 3 clusters Score -2278585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2278587.750000 Penalty: 4902.083984
	Iteration 22Q: 3 clusters Score -2278588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2278603.750000 Penalty: 4902.083984
	Iteration 23Q: 3 clusters Score -2278604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2278614.250000 Penalty: 4902.083984
	Iteration 24Q: 3 clusters Score -2278614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2278621.500000 Penalty: 4902.083984
	Iteration 25Q: 3 clusters Score -2278622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2278633.750000 Penalty: 4902.083984
	Iteration 26Q: 3 clusters Score -2278634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2278635.250000 Penalty: 4902.083984
	Iteration 27Q: 3 clusters Score -2278635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2278637.000000 Penalty: 4902.083984
	Iteration 28Q: 3 clusters Score -2278637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2278638.250000 Penalty: 4902.083984
	Iteration 29Q: 3 clusters Score -2278638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2278641.000000 Penalty: 4902.083984
	Iteration 30Q: 3 clusters Score -2278641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2278647.000000 Penalty: 4902.083984
	Iteration 31Q: 3 clusters Score -2278647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2278647.500000 Penalty: 4902.083984
	Iteration 32Q: 3 clusters Score -2278648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2278652.500000 Penalty: 4902.083984
	Iteration 33Q: 3 clusters Score -2278652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2278658.000000 Penalty: 4902.083984
	Iteration 34Q: 3 clusters Score -2278658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2278652.500000 Penalty: 4902.083984
	Iteration 35Q: 3 clusters Score -2278652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2278652.250000 Penalty: 4902.083984
	Iteration 36Q: 3 clusters Score -2278652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2278651.750000 Penalty: 4902.083984
	Iteration 37Q: 3 clusters Score -2278652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2278654.000000 Penalty: 4902.083984
	Iteration 38Q: 3 clusters Score -2278654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2278660.250000 Penalty: 4902.083984
	Iteration 39Q: 3 clusters Score -2278660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2278662.000000 Penalty: 4902.083984
	Iteration 40F: 3 clusters Score -2278662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2278664.250000 Penalty: 4902.083984
	Iteration 41Q: 3 clusters Score -2278664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2278662.750000 Penalty: 4902.083984
	Iteration 42Q: 3 clusters Score -2278663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2278657.500000 Penalty: 4902.083984
	Iteration 43Q: 3 clusters Score -2278658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2278657.500000 Penalty: 4902.083984
	Iteration 44F: 3 clusters Score -2278658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100051.929688 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100051.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100566.750000 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100566.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100850.203125 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100850.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101164.296875 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -101164.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101640.687500 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101640.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -101886.062500 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -101886.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102084.609375 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -102084.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -102308.578125 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -102308.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102439.992188 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -102440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -102527.296875 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -102527.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102610.484375 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -102610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102635.843750 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -102635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102650.562500 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -102650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -102654.640625 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -102654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -102654.640625 Penalty: 3448.553467
	Iteration 14F: 3 clusters Score -102654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 654 members 
Entering Unmasked Estep 
Score: -183967584.000000 Penalty: 99245.718750
Splitting cluster 15 changes total score from -183968720.000000 to -183967584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -800486.187500 Penalty: 2196.522705
	Iteration 0F: 2 clusters Score -800486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -794672.312500 Penalty: 4393.045410
	Iteration 0F: 3 clusters Score -794672.3 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -796178.812500 Penalty: 4393.045410
	Iteration 1F: 3 clusters Score -796178.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -796386.500000 Penalty: 4393.045410
	Iteration 2F: 3 clusters Score -796386.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -796539.375000 Penalty: 4393.045410
	Iteration 3Q: 3 clusters Score -796539.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -796663.312500 Penalty: 4393.045410
	Iteration 4Q: 3 clusters Score -796663.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -796770.062500 Penalty: 4393.045410
	Iteration 5Q: 3 clusters Score -796770.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -796859.625000 Penalty: 4393.045410
	Iteration 6Q: 3 clusters Score -796859.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -796955.500000 Penalty: 4393.045410
	Iteration 7Q: 3 clusters Score -796955.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -797067.312500 Penalty: 4393.045410
	Iteration 8Q: 3 clusters Score -797067.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -797178.187500 Penalty: 4393.045410
	Iteration 9Q: 3 clusters Score -797178.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -797319.000000 Penalty: 4393.045410
	Iteration 10Q: 3 clusters Score -797319 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -797494.750000 Penalty: 4393.045410
	Iteration 11Q: 3 clusters Score -797494.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -797671.250000 Penalty: 4393.045410
	Iteration 12Q: 3 clusters Score -797671.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -797845.437500 Penalty: 4393.045410
	Iteration 13Q: 3 clusters Score -797845.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -797997.687500 Penalty: 4393.045410
	Iteration 14Q: 3 clusters Score -797997.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -798118.312500 Penalty: 4393.045410
	Iteration 15Q: 3 clusters Score -798118.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -798236.437500 Penalty: 4393.045410
	Iteration 16Q: 3 clusters Score -798236.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -798323.812500 Penalty: 4393.045410
	Iteration 17Q: 3 clusters Score -798323.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -798398.875000 Penalty: 4393.045410
	Iteration 18Q: 3 clusters Score -798398.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -798452.812500 Penalty: 4393.045410
	Iteration 19Q: 3 clusters Score -798452.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -798498.562500 Penalty: 4393.045410
	Iteration 20F: 3 clusters Score -798498.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -798543.375000 Penalty: 4393.045410
	Iteration 21Q: 3 clusters Score -798543.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -798579.500000 Penalty: 4393.045410
	Iteration 22Q: 3 clusters Score -798579.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -798608.437500 Penalty: 4393.045410
	Iteration 23Q: 3 clusters Score -798608.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -798633.812500 Penalty: 4393.045410
	Iteration 24Q: 3 clusters Score -798633.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -798668.625000 Penalty: 4393.045410
	Iteration 25Q: 3 clusters Score -798668.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -798692.437500 Penalty: 4393.045410
	Iteration 26Q: 3 clusters Score -798692.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -798710.000000 Penalty: 4393.045410
	Iteration 27Q: 3 clusters Score -798710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -798724.812500 Penalty: 4393.045410
	Iteration 28Q: 3 clusters Score -798724.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -798732.062500 Penalty: 4393.045410
	Iteration 29Q: 3 clusters Score -798732.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -798739.625000 Penalty: 4393.045410
	Iteration 30Q: 3 clusters Score -798739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -798749.750000 Penalty: 4393.045410
	Iteration 31Q: 3 clusters Score -798749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -798754.062500 Penalty: 4393.045410
	Iteration 32Q: 3 clusters Score -798754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -798755.062500 Penalty: 4393.045410
	Iteration 33Q: 3 clusters Score -798755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -798755.062500 Penalty: 4393.045410
	Iteration 34F: 3 clusters Score -798755.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (316144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316144 members 
Entering Unmasked Estep 
Score: -36945244.000000 Penalty: 3140.660400
	Iteration 0F: 2 clusters Score -3.694524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -36736408.000000 Penalty: 6281.320801
	Iteration 0F: 3 clusters Score -3.673641e+07 nChanged 153183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -36828900.000000 Penalty: 6281.320801
	Iteration 1F: 3 clusters Score -3.68289e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155027 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -36831688.000000 Penalty: 6281.320801
	Iteration 2Q: 3 clusters Score -3.683169e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 161461 members 
Entering Unmasked Estep 
Score: -36836020.000000 Penalty: 6281.320801
	Iteration 3Q: 3 clusters Score -3.683602e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -36843664.000000 Penalty: 6281.320801
	Iteration 4Q: 3 clusters Score -3.684366e+07 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 159532 members 
Entering Unmasked Estep 
Score: -36857216.000000 Penalty: 6281.320801
	Iteration 5F: 3 clusters Score -3.685722e+07 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -36877408.000000 Penalty: 6281.320801
	Iteration 6F: 3 clusters Score -3.687741e+07 nChanged 24018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Mstep: Class 2 contains 151531 members 
Entering Unmasked Estep 
Score: -36895708.000000 Penalty: 6281.320801
	Iteration 7F: 3 clusters Score -3.689571e+07 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168557 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -36904564.000000 Penalty: 6281.320801
	Iteration 8F: 3 clusters Score -3.690456e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172120 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -36908320.000000 Penalty: 6281.320801
	Iteration 9Q: 3 clusters Score -3.690832e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176214 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -36910976.000000 Penalty: 6281.320801
	Iteration 10Q: 3 clusters Score -3.691098e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180741 members 
Mstep: Class 2 contains 135403 members 
Entering Unmasked Estep 
Score: -36913424.000000 Penalty: 6281.320801
	Iteration 11Q: 3 clusters Score -3.691342e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185876 members 
Mstep: Class 2 contains 130268 members 
Entering Unmasked Estep 
Score: -36916576.000000 Penalty: 6281.320801
	Iteration 12Q: 3 clusters Score -3.691658e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -36919856.000000 Penalty: 6281.320801
	Iteration 13Q: 3 clusters Score -3.691986e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197046 members 
Mstep: Class 2 contains 119098 members 
Entering Unmasked Estep 
Score: -36923132.000000 Penalty: 6281.320801
	Iteration 14Q: 3 clusters Score -3.692313e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202642 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -36926060.000000 Penalty: 6281.320801
	Iteration 15Q: 3 clusters Score -3.692606e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208093 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -36928436.000000 Penalty: 6281.320801
	Iteration 16Q: 3 clusters Score -3.692844e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213148 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -36930364.000000 Penalty: 6281.320801
	Iteration 17Q: 3 clusters Score -3.693036e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217970 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -36931676.000000 Penalty: 6281.320801
	Iteration 18Q: 3 clusters Score -3.693168e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222470 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -36932560.000000 Penalty: 6281.320801
	Iteration 19Q: 3 clusters Score -3.693256e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226854 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -36933572.000000 Penalty: 6281.320801
	Iteration 20F: 3 clusters Score -3.693357e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231297 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -36934472.000000 Penalty: 6281.320801
	Iteration 21Q: 3 clusters Score -3.693447e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235584 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -36934920.000000 Penalty: 6281.320801
	Iteration 22Q: 3 clusters Score -3.693492e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239830 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -36935404.000000 Penalty: 6281.320801
	Iteration 23Q: 3 clusters Score -3.69354e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243862 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -36936328.000000 Penalty: 6281.320801
	Iteration 24Q: 3 clusters Score -3.693633e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247673 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -36936836.000000 Penalty: 6281.320801
	Iteration 25Q: 3 clusters Score -3.693684e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251483 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -36937388.000000 Penalty: 6281.320801
	Iteration 26Q: 3 clusters Score -3.693739e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255199 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -36938296.000000 Penalty: 6281.320801
	Iteration 27Q: 3 clusters Score -3.69383e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258731 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -36938908.000000 Penalty: 6281.320801
	Iteration 28Q: 3 clusters Score -3.693891e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262085 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -36939292.000000 Penalty: 6281.320801
	Iteration 29Q: 3 clusters Score -3.693929e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265200 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -36939612.000000 Penalty: 6281.320801
	Iteration 30Q: 3 clusters Score -3.693961e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268118 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -36940208.000000 Penalty: 6281.320801
	Iteration 31Q: 3 clusters Score -3.694021e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270876 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -36940584.000000 Penalty: 6281.320801
	Iteration 32Q: 3 clusters Score -3.694058e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273420 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -36940768.000000 Penalty: 6281.320801
	Iteration 33Q: 3 clusters Score -3.694077e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275816 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -36941232.000000 Penalty: 6281.320801
	Iteration 34Q: 3 clusters Score -3.694123e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278094 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -36941592.000000 Penalty: 6281.320801
	Iteration 35Q: 3 clusters Score -3.694159e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280157 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -36941944.000000 Penalty: 6281.320801
	Iteration 36Q: 3 clusters Score -3.694194e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282074 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -36942456.000000 Penalty: 6281.320801
	Iteration 37Q: 3 clusters Score -3.694246e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283898 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -36942716.000000 Penalty: 6281.320801
	Iteration 38Q: 3 clusters Score -3.694272e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285577 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -36942988.000000 Penalty: 6281.320801
	Iteration 39Q: 3 clusters Score -3.694299e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287090 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -36943376.000000 Penalty: 6281.320801
	Iteration 40F: 3 clusters Score -3.694338e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288412 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -36943468.000000 Penalty: 6281.320801
	Iteration 41Q: 3 clusters Score -3.694347e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289629 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -36943560.000000 Penalty: 6281.320801
	Iteration 42Q: 3 clusters Score -3.694356e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290771 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -36943760.000000 Penalty: 6281.320801
	Iteration 43Q: 3 clusters Score -3.694376e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291805 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -36943896.000000 Penalty: 6281.320801
	Iteration 44Q: 3 clusters Score -3.69439e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292725 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -36944072.000000 Penalty: 6281.320801
	Iteration 45Q: 3 clusters Score -3.694407e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293594 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -36944076.000000 Penalty: 6281.320801
	Iteration 46Q: 3 clusters Score -3.694408e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294397 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -36944164.000000 Penalty: 6281.320801
	Iteration 47Q: 3 clusters Score -3.694416e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295100 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -36944192.000000 Penalty: 6281.320801
	Iteration 48Q: 3 clusters Score -3.694419e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295749 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -36944348.000000 Penalty: 6281.320801
	Iteration 49Q: 3 clusters Score -3.694435e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296403 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -36944404.000000 Penalty: 6281.320801
	Iteration 50Q: 3 clusters Score -3.69444e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297023 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -36944528.000000 Penalty: 6281.320801
	Iteration 51Q: 3 clusters Score -3.694453e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297615 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -36944504.000000 Penalty: 6281.320801
	Iteration 52Q: 3 clusters Score -3.69445e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298204 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -36944412.000000 Penalty: 6281.320801
	Iteration 53Q: 3 clusters Score -3.694441e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298807 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -36944268.000000 Penalty: 6281.320801
	Iteration 54Q: 3 clusters Score -3.694427e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299394 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -36944348.000000 Penalty: 6281.320801
	Iteration 55Q: 3 clusters Score -3.694435e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299939 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -36944552.000000 Penalty: 6281.320801
	Iteration 56Q: 3 clusters Score -3.694455e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300462 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -36944620.000000 Penalty: 6281.320801
	Iteration 57Q: 3 clusters Score -3.694462e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300966 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -36944624.000000 Penalty: 6281.320801
	Iteration 58Q: 3 clusters Score -3.694462e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301484 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -36944648.000000 Penalty: 6281.320801
	Iteration 59Q: 3 clusters Score -3.694465e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301944 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -36944576.000000 Penalty: 6281.320801
	Iteration 60F: 3 clusters Score -3.694458e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302434 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -36944572.000000 Penalty: 6281.320801
	Iteration 61Q: 3 clusters Score -3.694457e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302914 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -36944512.000000 Penalty: 6281.320801
	Iteration 62Q: 3 clusters Score -3.694451e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303352 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -36944548.000000 Penalty: 6281.320801
	Iteration 63Q: 3 clusters Score -3.694455e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303763 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -36944716.000000 Penalty: 6281.320801
	Iteration 64Q: 3 clusters Score -3.694472e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304159 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -36944780.000000 Penalty: 6281.320801
	Iteration 65Q: 3 clusters Score -3.694478e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304553 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -36944744.000000 Penalty: 6281.320801
	Iteration 66Q: 3 clusters Score -3.694474e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304899 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -36944820.000000 Penalty: 6281.320801
	Iteration 67Q: 3 clusters Score -3.694482e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305228 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -36944900.000000 Penalty: 6281.320801
	Iteration 68Q: 3 clusters Score -3.69449e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305561 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -36944932.000000 Penalty: 6281.320801
	Iteration 69Q: 3 clusters Score -3.694493e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305887 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -36945016.000000 Penalty: 6281.320801
	Iteration 70Q: 3 clusters Score -3.694502e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306197 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -36945032.000000 Penalty: 6281.320801
	Iteration 71Q: 3 clusters Score -3.694503e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306504 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -36944980.000000 Penalty: 6281.320801
	Iteration 72Q: 3 clusters Score -3.694498e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306784 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -36944968.000000 Penalty: 6281.320801
	Iteration 73Q: 3 clusters Score -3.694497e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307052 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -36944952.000000 Penalty: 6281.320801
	Iteration 74Q: 3 clusters Score -3.694495e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307313 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -36945008.000000 Penalty: 6281.320801
	Iteration 75Q: 3 clusters Score -3.694501e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307554 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -36945032.000000 Penalty: 6281.320801
	Iteration 76Q: 3 clusters Score -3.694503e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307809 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -36944992.000000 Penalty: 6281.320801
	Iteration 77Q: 3 clusters Score -3.694499e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308063 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -36944972.000000 Penalty: 6281.320801
	Iteration 78Q: 3 clusters Score -3.694497e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308336 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -36944900.000000 Penalty: 6281.320801
	Iteration 79Q: 3 clusters Score -3.69449e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308591 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -36944992.000000 Penalty: 6281.320801
	Iteration 80F: 3 clusters Score -3.694499e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308830 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -36944944.000000 Penalty: 6281.320801
	Iteration 81Q: 3 clusters Score -3.694494e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309040 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -36944860.000000 Penalty: 6281.320801
	Iteration 82Q: 3 clusters Score -3.694486e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309242 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -36944852.000000 Penalty: 6281.320801
	Iteration 83Q: 3 clusters Score -3.694485e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309428 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -36944824.000000 Penalty: 6281.320801
	Iteration 84Q: 3 clusters Score -3.694482e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309582 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -36944876.000000 Penalty: 6281.320801
	Iteration 85Q: 3 clusters Score -3.694488e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309728 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -36944824.000000 Penalty: 6281.320801
	Iteration 86Q: 3 clusters Score -3.694482e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309853 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -36944772.000000 Penalty: 6281.320801
	Iteration 87Q: 3 clusters Score -3.694477e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309981 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -36944752.000000 Penalty: 6281.320801
	Iteration 88Q: 3 clusters Score -3.694475e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310131 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -36944704.000000 Penalty: 6281.320801
	Iteration 89Q: 3 clusters Score -3.69447e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310257 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -36944664.000000 Penalty: 6281.320801
	Iteration 90Q: 3 clusters Score -3.694466e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310393 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -36944596.000000 Penalty: 6281.320801
	Iteration 91Q: 3 clusters Score -3.69446e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310528 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -36944612.000000 Penalty: 6281.320801
	Iteration 92Q: 3 clusters Score -3.694461e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310667 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -36944580.000000 Penalty: 6281.320801
	Iteration 93Q: 3 clusters Score -3.694458e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310801 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -36944572.000000 Penalty: 6281.320801
	Iteration 94Q: 3 clusters Score -3.694457e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310905 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -36944564.000000 Penalty: 6281.320801
	Iteration 95Q: 3 clusters Score -3.694456e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311021 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -36944600.000000 Penalty: 6281.320801
	Iteration 96Q: 3 clusters Score -3.69446e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311126 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -36944572.000000 Penalty: 6281.320801
	Iteration 97Q: 3 clusters Score -3.694457e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311218 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -36944508.000000 Penalty: 6281.320801
	Iteration 98Q: 3 clusters Score -3.694451e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311305 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -36944520.000000 Penalty: 6281.320801
	Iteration 99Q: 3 clusters Score -3.694452e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311406 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -36944484.000000 Penalty: 6281.320801
	Iteration 100F: 3 clusters Score -3.694448e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311509 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -36944448.000000 Penalty: 6281.320801
	Iteration 101Q: 3 clusters Score -3.694445e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311617 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -36944444.000000 Penalty: 6281.320801
	Iteration 102Q: 3 clusters Score -3.694444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311711 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -36944408.000000 Penalty: 6281.320801
	Iteration 103Q: 3 clusters Score -3.694441e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311790 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -36944436.000000 Penalty: 6281.320801
	Iteration 104Q: 3 clusters Score -3.694444e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311854 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -36944448.000000 Penalty: 6281.320801
	Iteration 105Q: 3 clusters Score -3.694445e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311913 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -36944416.000000 Penalty: 6281.320801
	Iteration 106Q: 3 clusters Score -3.694442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311973 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -36944380.000000 Penalty: 6281.320801
	Iteration 107Q: 3 clusters Score -3.694438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312034 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -36944424.000000 Penalty: 6281.320801
	Iteration 108Q: 3 clusters Score -3.694442e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312085 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -36944404.000000 Penalty: 6281.320801
	Iteration 109Q: 3 clusters Score -3.69444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312132 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -36944400.000000 Penalty: 6281.320801
	Iteration 110Q: 3 clusters Score -3.69444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312186 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -36944332.000000 Penalty: 6281.320801
	Iteration 111Q: 3 clusters Score -3.694433e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312231 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -36944320.000000 Penalty: 6281.320801
	Iteration 112Q: 3 clusters Score -3.694432e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312269 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -36944340.000000 Penalty: 6281.320801
	Iteration 113Q: 3 clusters Score -3.694434e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312312 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -36944348.000000 Penalty: 6281.320801
	Iteration 114Q: 3 clusters Score -3.694435e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312355 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -36944368.000000 Penalty: 6281.320801
	Iteration 115Q: 3 clusters Score -3.694437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312402 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -36944332.000000 Penalty: 6281.320801
	Iteration 116Q: 3 clusters Score -3.694433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312449 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -36944300.000000 Penalty: 6281.320801
	Iteration 117Q: 3 clusters Score -3.69443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312494 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -36944256.000000 Penalty: 6281.320801
	Iteration 118Q: 3 clusters Score -3.694426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312536 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -36944220.000000 Penalty: 6281.320801
	Iteration 119Q: 3 clusters Score -3.694422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312573 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -36944212.000000 Penalty: 6281.320801
	Iteration 120F: 3 clusters Score -3.694421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312597 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -36944192.000000 Penalty: 6281.320801
	Iteration 121Q: 3 clusters Score -3.694419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312624 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -36944248.000000 Penalty: 6281.320801
	Iteration 122Q: 3 clusters Score -3.694425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312648 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -36944232.000000 Penalty: 6281.320801
	Iteration 123Q: 3 clusters Score -3.694423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312670 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -36944184.000000 Penalty: 6281.320801
	Iteration 124Q: 3 clusters Score -3.694418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312690 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -36944168.000000 Penalty: 6281.320801
	Iteration 125Q: 3 clusters Score -3.694417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312703 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -36944152.000000 Penalty: 6281.320801
	Iteration 126Q: 3 clusters Score -3.694415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312717 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -36944172.000000 Penalty: 6281.320801
	Iteration 127Q: 3 clusters Score -3.694417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312727 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -36944172.000000 Penalty: 6281.320801
	Iteration 128Q: 3 clusters Score -3.694417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312741 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -36944180.000000 Penalty: 6281.320801
	Iteration 129Q: 3 clusters Score -3.694418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312752 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -36944164.000000 Penalty: 6281.320801
	Iteration 130Q: 3 clusters Score -3.694416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312759 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -36944180.000000 Penalty: 6281.320801
	Iteration 131Q: 3 clusters Score -3.694418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312776 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -36944160.000000 Penalty: 6281.320801
	Iteration 132Q: 3 clusters Score -3.694416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312795 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -36944164.000000 Penalty: 6281.320801
	Iteration 133Q: 3 clusters Score -3.694416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312808 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -36944200.000000 Penalty: 6281.320801
	Iteration 134Q: 3 clusters Score -3.69442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312822 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -36944184.000000 Penalty: 6281.320801
	Iteration 135Q: 3 clusters Score -3.694418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312838 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -36944196.000000 Penalty: 6281.320801
	Iteration 136Q: 3 clusters Score -3.69442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312853 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -36944216.000000 Penalty: 6281.320801
	Iteration 137Q: 3 clusters Score -3.694422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312865 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -36944176.000000 Penalty: 6281.320801
	Iteration 138Q: 3 clusters Score -3.694418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312875 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -36944144.000000 Penalty: 6281.320801
	Iteration 139Q: 3 clusters Score -3.694414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312883 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -36944148.000000 Penalty: 6281.320801
	Iteration 140F: 3 clusters Score -3.694415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312894 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -36944132.000000 Penalty: 6281.320801
	Iteration 141Q: 3 clusters Score -3.694413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312899 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -36944124.000000 Penalty: 6281.320801
	Iteration 142Q: 3 clusters Score -3.694412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312903 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -36944108.000000 Penalty: 6281.320801
	Iteration 143Q: 3 clusters Score -3.694411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312904 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -36944116.000000 Penalty: 6281.320801
	Iteration 144Q: 3 clusters Score -3.694412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312907 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -36944108.000000 Penalty: 6281.320801
	Iteration 145Q: 3 clusters Score -3.694411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312909 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -36944124.000000 Penalty: 6281.320801
	Iteration 146Q: 3 clusters Score -3.694412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312913 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -36944108.000000 Penalty: 6281.320801
	Iteration 147Q: 3 clusters Score -3.694411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312917 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -36944100.000000 Penalty: 6281.320801
	Iteration 148Q: 3 clusters Score -3.69441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312922 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -36944080.000000 Penalty: 6281.320801
	Iteration 149Q: 3 clusters Score -3.694408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312922 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -36944092.000000 Penalty: 6281.320801
	Iteration 150Q: 3 clusters Score -3.694409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312923 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -36944096.000000 Penalty: 6281.320801
	Iteration 151Q: 3 clusters Score -3.69441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312924 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -36944092.000000 Penalty: 6281.320801
	Iteration 152Q: 3 clusters Score -3.694409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312924 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -36944092.000000 Penalty: 6281.320801
	Iteration 153F: 3 clusters Score -3.694409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Entering Unmasked Estep 
Score: -9007917.000000 Penalty: 2797.536133
	Iteration 0F: 2 clusters Score -9007917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8954996.000000 Penalty: 5595.072266
	Iteration 0F: 3 clusters Score -8954996 nChanged 37040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -8975663.000000 Penalty: 5595.072266
	Iteration 1F: 3 clusters Score -8975663 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -8976115.000000 Penalty: 5595.072266
	Iteration 2Q: 3 clusters Score -8976115 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -8976478.000000 Penalty: 5595.072266
	Iteration 3Q: 3 clusters Score -8976478 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8976871.000000 Penalty: 5595.072266
	Iteration 4Q: 3 clusters Score -8976871 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -8977269.000000 Penalty: 5595.072266
	Iteration 5Q: 3 clusters Score -8977269 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -8977650.000000 Penalty: 5595.072266
	Iteration 6Q: 3 clusters Score -8977650 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -8978000.000000 Penalty: 5595.072266
	Iteration 7Q: 3 clusters Score -8978000 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -8978495.000000 Penalty: 5595.072266
	Iteration 8Q: 3 clusters Score -8978495 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -8979128.000000 Penalty: 5595.072266
	Iteration 9Q: 3 clusters Score -8979128 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -8980094.000000 Penalty: 5595.072266
	Iteration 10Q: 3 clusters Score -8980094 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -8981707.000000 Penalty: 5595.072266
	Iteration 11Q: 3 clusters Score -8981707 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -8984508.000000 Penalty: 5595.072266
	Iteration 12F: 3 clusters Score -8984508 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -8988792.000000 Penalty: 5595.072266
	Iteration 13F: 3 clusters Score -8988792 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -8994498.000000 Penalty: 5595.072266
	Iteration 14F: 3 clusters Score -8994498 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -8999788.000000 Penalty: 5595.072266
	Iteration 15F: 3 clusters Score -8999788 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -9003271.000000 Penalty: 5595.072266
	Iteration 16Q: 3 clusters Score -9003271 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9004754.000000 Penalty: 5595.072266
	Iteration 17Q: 3 clusters Score -9004754 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9005259.000000 Penalty: 5595.072266
	Iteration 18Q: 3 clusters Score -9005259 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9005427.000000 Penalty: 5595.072266
	Iteration 19Q: 3 clusters Score -9005427 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9005519.000000 Penalty: 5595.072266
	Iteration 20F: 3 clusters Score -9005519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9005560.000000 Penalty: 5595.072266
	Iteration 21Q: 3 clusters Score -9005560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9005602.000000 Penalty: 5595.072266
	Iteration 22Q: 3 clusters Score -9005602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9005631.000000 Penalty: 5595.072266
	Iteration 23Q: 3 clusters Score -9005631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9005635.000000 Penalty: 5595.072266
	Iteration 24Q: 3 clusters Score -9005635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9005659.000000 Penalty: 5595.072266
	Iteration 25Q: 3 clusters Score -9005659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9005673.000000 Penalty: 5595.072266
	Iteration 26Q: 3 clusters Score -9005673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9005680.000000 Penalty: 5595.072266
	Iteration 27Q: 3 clusters Score -9005680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9005680.000000 Penalty: 5595.072266
	Iteration 28Q: 3 clusters Score -9005680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9005701.000000 Penalty: 5595.072266
	Iteration 29Q: 3 clusters Score -9005701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9005704.000000 Penalty: 5595.072266
	Iteration 30Q: 3 clusters Score -9005704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9005704.000000 Penalty: 5595.072266
	Iteration 31Q: 3 clusters Score -9005704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9005707.000000 Penalty: 5595.072266
	Iteration 32Q: 3 clusters Score -9005707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9005708.000000 Penalty: 5595.072266
	Iteration 33Q: 3 clusters Score -9005708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9005710.000000 Penalty: 5595.072266
	Iteration 34Q: 3 clusters Score -9005710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9005713.000000 Penalty: 5595.072266
	Iteration 35Q: 3 clusters Score -9005713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9005718.000000 Penalty: 5595.072266
	Iteration 36Q: 3 clusters Score -9005718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9005720.000000 Penalty: 5595.072266
	Iteration 37Q: 3 clusters Score -9005720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9005728.000000 Penalty: 5595.072266
	Iteration 38Q: 3 clusters Score -9005728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9005728.000000 Penalty: 5595.072266
	Iteration 39F: 3 clusters Score -9005728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Entering Unmasked Estep 
Score: -6532246.500000 Penalty: 2708.456787
	Iteration 0F: 2 clusters Score -6532246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -6495031.500000 Penalty: 5416.913574
	Iteration 0F: 3 clusters Score -6495032 nChanged 25752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -6509454.500000 Penalty: 5416.913574
	Iteration 1F: 3 clusters Score -6509454 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6510244.000000 Penalty: 5416.913574
	Iteration 2Q: 3 clusters Score -6510244 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -6511337.000000 Penalty: 5416.913574
	Iteration 3Q: 3 clusters Score -6511337 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6512963.500000 Penalty: 5416.913574
	Iteration 4F: 3 clusters Score -6512964 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6515169.000000 Penalty: 5416.913574
	Iteration 5F: 3 clusters Score -6515169 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -6518179.500000 Penalty: 5416.913574
	Iteration 6F: 3 clusters Score -6518180 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -6521358.500000 Penalty: 5416.913574
	Iteration 7F: 3 clusters Score -6521358 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -6524062.000000 Penalty: 5416.913574
	Iteration 8F: 3 clusters Score -6524062 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -6525784.500000 Penalty: 5416.913574
	Iteration 9Q: 3 clusters Score -6525784 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -6526808.500000 Penalty: 5416.913574
	Iteration 10Q: 3 clusters Score -6526808 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6527486.000000 Penalty: 5416.913574
	Iteration 11Q: 3 clusters Score -6527486 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -6527925.000000 Penalty: 5416.913574
	Iteration 12Q: 3 clusters Score -6527925 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6528250.500000 Penalty: 5416.913574
	Iteration 13Q: 3 clusters Score -6528250 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6528561.000000 Penalty: 5416.913574
	Iteration 14Q: 3 clusters Score -6528561 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6528815.500000 Penalty: 5416.913574
	Iteration 15Q: 3 clusters Score -6528816 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6529057.000000 Penalty: 5416.913574
	Iteration 16Q: 3 clusters Score -6529057 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6529304.000000 Penalty: 5416.913574
	Iteration 17Q: 3 clusters Score -6529304 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6529499.000000 Penalty: 5416.913574
	Iteration 18Q: 3 clusters Score -6529499 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6529700.500000 Penalty: 5416.913574
	Iteration 19Q: 3 clusters Score -6529700 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6529803.000000 Penalty: 5416.913574
	Iteration 20F: 3 clusters Score -6529803 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6529884.500000 Penalty: 5416.913574
	Iteration 21Q: 3 clusters Score -6529884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6529941.500000 Penalty: 5416.913574
	Iteration 22Q: 3 clusters Score -6529942 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6530004.000000 Penalty: 5416.913574
	Iteration 23Q: 3 clusters Score -6530004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6530030.000000 Penalty: 5416.913574
	Iteration 24Q: 3 clusters Score -6530030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6530070.000000 Penalty: 5416.913574
	Iteration 25Q: 3 clusters Score -6530070 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6530111.000000 Penalty: 5416.913574
	Iteration 26Q: 3 clusters Score -6530111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6530131.000000 Penalty: 5416.913574
	Iteration 27Q: 3 clusters Score -6530131 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6530169.500000 Penalty: 5416.913574
	Iteration 28Q: 3 clusters Score -6530170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6530194.000000 Penalty: 5416.913574
	Iteration 29Q: 3 clusters Score -6530194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6530223.000000 Penalty: 5416.913574
	Iteration 30Q: 3 clusters Score -6530223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6530247.500000 Penalty: 5416.913574
	Iteration 31Q: 3 clusters Score -6530248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6530271.500000 Penalty: 5416.913574
	Iteration 32Q: 3 clusters Score -6530272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6530267.000000 Penalty: 5416.913574
	Iteration 33Q: 3 clusters Score -6530267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6530284.500000 Penalty: 5416.913574
	Iteration 34Q: 3 clusters Score -6530284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6530296.500000 Penalty: 5416.913574
	Iteration 35Q: 3 clusters Score -6530296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6530307.500000 Penalty: 5416.913574
	Iteration 36Q: 3 clusters Score -6530308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6530319.500000 Penalty: 5416.913574
	Iteration 37Q: 3 clusters Score -6530320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6530313.000000 Penalty: 5416.913574
	Iteration 38Q: 3 clusters Score -6530313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6530316.500000 Penalty: 5416.913574
	Iteration 39Q: 3 clusters Score -6530316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6530327.000000 Penalty: 5416.913574
	Iteration 40F: 3 clusters Score -6530327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6530324.000000 Penalty: 5416.913574
	Iteration 41Q: 3 clusters Score -6530324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6530325.000000 Penalty: 5416.913574
	Iteration 42Q: 3 clusters Score -6530325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6530324.500000 Penalty: 5416.913574
	Iteration 43Q: 3 clusters Score -6530324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6530323.000000 Penalty: 5416.913574
	Iteration 44Q: 3 clusters Score -6530323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6530317.500000 Penalty: 5416.913574
	Iteration 45Q: 3 clusters Score -6530318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6530320.500000 Penalty: 5416.913574
	Iteration 46Q: 3 clusters Score -6530320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6530320.000000 Penalty: 5416.913574
	Iteration 47Q: 3 clusters Score -6530320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6530323.000000 Penalty: 5416.913574
	Iteration 48Q: 3 clusters Score -6530323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6530326.000000 Penalty: 5416.913574
	Iteration 49Q: 3 clusters Score -6530326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6530331.500000 Penalty: 5416.913574
	Iteration 50Q: 3 clusters Score -6530332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6530335.000000 Penalty: 5416.913574
	Iteration 51Q: 3 clusters Score -6530335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6530335.000000 Penalty: 5416.913574
	Iteration 52F: 3 clusters Score -6530335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Entering Unmasked Estep 
Score: -11659728.000000 Penalty: 2852.434814
	Iteration 0F: 2 clusters Score -1.165973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -11593513.000000 Penalty: 5704.869629
	Iteration 0F: 3 clusters Score -1.159351e+07 nChanged 46798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -11620146.000000 Penalty: 5704.869629
	Iteration 1F: 3 clusters Score -1.162015e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -11621050.000000 Penalty: 5704.869629
	Iteration 2Q: 3 clusters Score -1.162105e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -11622233.000000 Penalty: 5704.869629
	Iteration 3Q: 3 clusters Score -1.162223e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -11623664.000000 Penalty: 5704.869629
	Iteration 4Q: 3 clusters Score -1.162366e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -11625772.000000 Penalty: 5704.869629
	Iteration 5Q: 3 clusters Score -1.162577e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -11628826.000000 Penalty: 5704.869629
	Iteration 6F: 3 clusters Score -1.162883e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -11633075.000000 Penalty: 5704.869629
	Iteration 7F: 3 clusters Score -1.163308e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -11638387.000000 Penalty: 5704.869629
	Iteration 8F: 3 clusters Score -1.163839e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -11644154.000000 Penalty: 5704.869629
	Iteration 9F: 3 clusters Score -1.164415e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -11648753.000000 Penalty: 5704.869629
	Iteration 10Q: 3 clusters Score -1.164875e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -11651662.000000 Penalty: 5704.869629
	Iteration 11Q: 3 clusters Score -1.165166e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -11653131.000000 Penalty: 5704.869629
	Iteration 12Q: 3 clusters Score -1.165313e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -11654002.000000 Penalty: 5704.869629
	Iteration 13Q: 3 clusters Score -1.1654e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -11654486.000000 Penalty: 5704.869629
	Iteration 14Q: 3 clusters Score -1.165449e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -11654843.000000 Penalty: 5704.869629
	Iteration 15Q: 3 clusters Score -1.165484e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -11655125.000000 Penalty: 5704.869629
	Iteration 16Q: 3 clusters Score -1.165512e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -11655363.000000 Penalty: 5704.869629
	Iteration 17Q: 3 clusters Score -1.165536e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -11655564.000000 Penalty: 5704.869629
	Iteration 18Q: 3 clusters Score -1.165556e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -11655675.000000 Penalty: 5704.869629
	Iteration 19Q: 3 clusters Score -1.165568e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -11655821.000000 Penalty: 5704.869629
	Iteration 20F: 3 clusters Score -1.165582e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -11656002.000000 Penalty: 5704.869629
	Iteration 21Q: 3 clusters Score -1.1656e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -11656133.000000 Penalty: 5704.869629
	Iteration 22Q: 3 clusters Score -1.165613e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -11656254.000000 Penalty: 5704.869629
	Iteration 23Q: 3 clusters Score -1.165625e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -11656369.000000 Penalty: 5704.869629
	Iteration 24Q: 3 clusters Score -1.165637e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -11656457.000000 Penalty: 5704.869629
	Iteration 25Q: 3 clusters Score -1.165646e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -11656544.000000 Penalty: 5704.869629
	Iteration 26Q: 3 clusters Score -1.165654e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -11656593.000000 Penalty: 5704.869629
	Iteration 27Q: 3 clusters Score -1.165659e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -11656636.000000 Penalty: 5704.869629
	Iteration 28Q: 3 clusters Score -1.165664e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -11656695.000000 Penalty: 5704.869629
	Iteration 29Q: 3 clusters Score -1.16567e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -11656758.000000 Penalty: 5704.869629
	Iteration 30Q: 3 clusters Score -1.165676e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -11656812.000000 Penalty: 5704.869629
	Iteration 31Q: 3 clusters Score -1.165681e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -11656858.000000 Penalty: 5704.869629
	Iteration 32Q: 3 clusters Score -1.165686e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -11656887.000000 Penalty: 5704.869629
	Iteration 33Q: 3 clusters Score -1.165689e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -11656891.000000 Penalty: 5704.869629
	Iteration 34Q: 3 clusters Score -1.165689e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -11656937.000000 Penalty: 5704.869629
	Iteration 35Q: 3 clusters Score -1.165694e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -11656989.000000 Penalty: 5704.869629
	Iteration 36Q: 3 clusters Score -1.165699e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -11657034.000000 Penalty: 5704.869629
	Iteration 37Q: 3 clusters Score -1.165703e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -11657033.000000 Penalty: 5704.869629
	Iteration 38Q: 3 clusters Score -1.165703e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -11657066.000000 Penalty: 5704.869629
	Iteration 39Q: 3 clusters Score -1.165707e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -11657083.000000 Penalty: 5704.869629
	Iteration 40F: 3 clusters Score -1.165708e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -11657112.000000 Penalty: 5704.869629
	Iteration 41Q: 3 clusters Score -1.165711e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -11657150.000000 Penalty: 5704.869629
	Iteration 42Q: 3 clusters Score -1.165715e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -11657182.000000 Penalty: 5704.869629
	Iteration 43Q: 3 clusters Score -1.165718e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -11657194.000000 Penalty: 5704.869629
	Iteration 44Q: 3 clusters Score -1.165719e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -11657220.000000 Penalty: 5704.869629
	Iteration 45Q: 3 clusters Score -1.165722e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -11657231.000000 Penalty: 5704.869629
	Iteration 46Q: 3 clusters Score -1.165723e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -11657227.000000 Penalty: 5704.869629
	Iteration 47Q: 3 clusters Score -1.165723e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -11657248.000000 Penalty: 5704.869629
	Iteration 48Q: 3 clusters Score -1.165725e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -11657259.000000 Penalty: 5704.869629
	Iteration 49Q: 3 clusters Score -1.165726e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -11657265.000000 Penalty: 5704.869629
	Iteration 50Q: 3 clusters Score -1.165726e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -11657274.000000 Penalty: 5704.869629
	Iteration 51Q: 3 clusters Score -1.165727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -11657294.000000 Penalty: 5704.869629
	Iteration 52Q: 3 clusters Score -1.165729e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -11657297.000000 Penalty: 5704.869629
	Iteration 53Q: 3 clusters Score -1.16573e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -11657328.000000 Penalty: 5704.869629
	Iteration 54Q: 3 clusters Score -1.165733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -11657339.000000 Penalty: 5704.869629
	Iteration 55Q: 3 clusters Score -1.165734e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -11657369.000000 Penalty: 5704.869629
	Iteration 56Q: 3 clusters Score -1.165737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -11657366.000000 Penalty: 5704.869629
	Iteration 57Q: 3 clusters Score -1.165737e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -11657395.000000 Penalty: 5704.869629
	Iteration 58Q: 3 clusters Score -1.16574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -11657389.000000 Penalty: 5704.869629
	Iteration 59Q: 3 clusters Score -1.165739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -11657389.000000 Penalty: 5704.869629
	Iteration 60F: 3 clusters Score -1.165739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -11657374.000000 Penalty: 5704.869629
	Iteration 61Q: 3 clusters Score -1.165737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -11657372.000000 Penalty: 5704.869629
	Iteration 62Q: 3 clusters Score -1.165737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -11657380.000000 Penalty: 5704.869629
	Iteration 63Q: 3 clusters Score -1.165738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -11657383.000000 Penalty: 5704.869629
	Iteration 64Q: 3 clusters Score -1.165738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -11657401.000000 Penalty: 5704.869629
	Iteration 65Q: 3 clusters Score -1.16574e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -11657392.000000 Penalty: 5704.869629
	Iteration 66Q: 3 clusters Score -1.165739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -11657379.000000 Penalty: 5704.869629
	Iteration 67Q: 3 clusters Score -1.165738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -11657389.000000 Penalty: 5704.869629
	Iteration 68Q: 3 clusters Score -1.165739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -11657403.000000 Penalty: 5704.869629
	Iteration 69Q: 3 clusters Score -1.16574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -11657411.000000 Penalty: 5704.869629
	Iteration 70Q: 3 clusters Score -1.165741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -11657408.000000 Penalty: 5704.869629
	Iteration 71Q: 3 clusters Score -1.165741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -11657412.000000 Penalty: 5704.869629
	Iteration 72Q: 3 clusters Score -1.165741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -11657412.000000 Penalty: 5704.869629
	Iteration 73Q: 3 clusters Score -1.165741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -11657424.000000 Penalty: 5704.869629
	Iteration 74Q: 3 clusters Score -1.165742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -11657412.000000 Penalty: 5704.869629
	Iteration 75Q: 3 clusters Score -1.165741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -11657416.000000 Penalty: 5704.869629
	Iteration 76Q: 3 clusters Score -1.165742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -11657421.000000 Penalty: 5704.869629
	Iteration 77Q: 3 clusters Score -1.165742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -11657418.000000 Penalty: 5704.869629
	Iteration 78Q: 3 clusters Score -1.165742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -11657418.000000 Penalty: 5704.869629
	Iteration 79Q: 3 clusters Score -1.165742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -11657413.000000 Penalty: 5704.869629
	Iteration 80F: 3 clusters Score -1.165741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -11657423.000000 Penalty: 5704.869629
	Iteration 81Q: 3 clusters Score -1.165742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -11657404.000000 Penalty: 5704.869629
	Iteration 82Q: 3 clusters Score -1.16574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -11657396.000000 Penalty: 5704.869629
	Iteration 83Q: 3 clusters Score -1.16574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -11657392.000000 Penalty: 5704.869629
	Iteration 84Q: 3 clusters Score -1.165739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -11657405.000000 Penalty: 5704.869629
	Iteration 85Q: 3 clusters Score -1.16574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -11657408.000000 Penalty: 5704.869629
	Iteration 86Q: 3 clusters Score -1.165741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -11657409.000000 Penalty: 5704.869629
	Iteration 87Q: 3 clusters Score -1.165741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -11657424.000000 Penalty: 5704.869629
	Iteration 88Q: 3 clusters Score -1.165742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -11657421.000000 Penalty: 5704.869629
	Iteration 89Q: 3 clusters Score -1.165742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -11657425.000000 Penalty: 5704.869629
	Iteration 90Q: 3 clusters Score -1.165742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -11657429.000000 Penalty: 5704.869629
	Iteration 91Q: 3 clusters Score -1.165743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -11657440.000000 Penalty: 5704.869629
	Iteration 92Q: 3 clusters Score -1.165744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -11657440.000000 Penalty: 5704.869629
	Iteration 93F: 3 clusters Score -1.165744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (110449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Entering Unmasked Estep 
Score: -12998943.000000 Penalty: 2879.852783
	Iteration 0F: 2 clusters Score -1.299894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -12924939.000000 Penalty: 5759.705566
	Iteration 0F: 3 clusters Score -1.292494e+07 nChanged 52394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -12956122.000000 Penalty: 5759.705566
	Iteration 1F: 3 clusters Score -1.295612e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -12958270.000000 Penalty: 5759.705566
	Iteration 2Q: 3 clusters Score -1.295827e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -12961382.000000 Penalty: 5759.705566
	Iteration 3F: 3 clusters Score -1.296138e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -12965904.000000 Penalty: 5759.705566
	Iteration 4F: 3 clusters Score -1.29659e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -12971959.000000 Penalty: 5759.705566
	Iteration 5F: 3 clusters Score -1.297196e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -12978629.000000 Penalty: 5759.705566
	Iteration 6F: 3 clusters Score -1.297863e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -12983994.000000 Penalty: 5759.705566
	Iteration 7F: 3 clusters Score -1.298399e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -12987176.000000 Penalty: 5759.705566
	Iteration 8Q: 3 clusters Score -1.298718e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -12988791.000000 Penalty: 5759.705566
	Iteration 9Q: 3 clusters Score -1.298879e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -12989851.000000 Penalty: 5759.705566
	Iteration 10Q: 3 clusters Score -1.298985e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -12990716.000000 Penalty: 5759.705566
	Iteration 11Q: 3 clusters Score -1.299072e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -12991411.000000 Penalty: 5759.705566
	Iteration 12Q: 3 clusters Score -1.299141e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 90884 members 
Entering Unmasked Estep 
Score: -12992101.000000 Penalty: 5759.705566
	Iteration 13Q: 3 clusters Score -1.29921e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -12992657.000000 Penalty: 5759.705566
	Iteration 14Q: 3 clusters Score -1.299266e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -12993195.000000 Penalty: 5759.705566
	Iteration 15Q: 3 clusters Score -1.29932e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -12993723.000000 Penalty: 5759.705566
	Iteration 16Q: 3 clusters Score -1.299372e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -12994143.000000 Penalty: 5759.705566
	Iteration 17Q: 3 clusters Score -1.299414e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -12994501.000000 Penalty: 5759.705566
	Iteration 18Q: 3 clusters Score -1.29945e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -12994829.000000 Penalty: 5759.705566
	Iteration 19Q: 3 clusters Score -1.299483e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -12995080.000000 Penalty: 5759.705566
	Iteration 20F: 3 clusters Score -1.299508e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -12995360.000000 Penalty: 5759.705566
	Iteration 21Q: 3 clusters Score -1.299536e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12995562.000000 Penalty: 5759.705566
	Iteration 22Q: 3 clusters Score -1.299556e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -12995798.000000 Penalty: 5759.705566
	Iteration 23Q: 3 clusters Score -1.29958e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -12995957.000000 Penalty: 5759.705566
	Iteration 24Q: 3 clusters Score -1.299596e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -12996115.000000 Penalty: 5759.705566
	Iteration 25Q: 3 clusters Score -1.299612e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -12996251.000000 Penalty: 5759.705566
	Iteration 26Q: 3 clusters Score -1.299625e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -12996382.000000 Penalty: 5759.705566
	Iteration 27Q: 3 clusters Score -1.299638e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -12996513.000000 Penalty: 5759.705566
	Iteration 28Q: 3 clusters Score -1.299651e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -12996557.000000 Penalty: 5759.705566
	Iteration 29Q: 3 clusters Score -1.299656e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -12996689.000000 Penalty: 5759.705566
	Iteration 30Q: 3 clusters Score -1.299669e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -12996767.000000 Penalty: 5759.705566
	Iteration 31Q: 3 clusters Score -1.299677e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -12996833.000000 Penalty: 5759.705566
	Iteration 32Q: 3 clusters Score -1.299683e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -12996894.000000 Penalty: 5759.705566
	Iteration 33Q: 3 clusters Score -1.299689e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -12996915.000000 Penalty: 5759.705566
	Iteration 34Q: 3 clusters Score -1.299692e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 105725 members 
Entering Unmasked Estep 
Score: -12996948.000000 Penalty: 5759.705566
	Iteration 35Q: 3 clusters Score -1.299695e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -12996975.000000 Penalty: 5759.705566
	Iteration 36Q: 3 clusters Score -1.299698e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -12996994.000000 Penalty: 5759.705566
	Iteration 37Q: 3 clusters Score -1.299699e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 106162 members 
Entering Unmasked Estep 
Score: -12997013.000000 Penalty: 5759.705566
	Iteration 38Q: 3 clusters Score -1.299701e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -12997011.000000 Penalty: 5759.705566
	Iteration 39Q: 3 clusters Score -1.299701e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 106385 members 
Entering Unmasked Estep 
Score: -12997043.000000 Penalty: 5759.705566
	Iteration 40F: 3 clusters Score -1.299704e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -12997078.000000 Penalty: 5759.705566
	Iteration 41Q: 3 clusters Score -1.299708e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -12997094.000000 Penalty: 5759.705566
	Iteration 42Q: 3 clusters Score -1.299709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -12997153.000000 Penalty: 5759.705566
	Iteration 43Q: 3 clusters Score -1.299715e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
Score: -12997155.000000 Penalty: 5759.705566
	Iteration 44Q: 3 clusters Score -1.299716e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -12997159.000000 Penalty: 5759.705566
	Iteration 45Q: 3 clusters Score -1.299716e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -12997175.000000 Penalty: 5759.705566
	Iteration 46Q: 3 clusters Score -1.299718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -12997191.000000 Penalty: 5759.705566
	Iteration 47Q: 3 clusters Score -1.299719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -12997210.000000 Penalty: 5759.705566
	Iteration 48Q: 3 clusters Score -1.299721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -12997209.000000 Penalty: 5759.705566
	Iteration 49Q: 3 clusters Score -1.299721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 107029 members 
Entering Unmasked Estep 
Score: -12997217.000000 Penalty: 5759.705566
	Iteration 50Q: 3 clusters Score -1.299722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -12997204.000000 Penalty: 5759.705566
	Iteration 51Q: 3 clusters Score -1.29972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -12997212.000000 Penalty: 5759.705566
	Iteration 52Q: 3 clusters Score -1.299721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -12997213.000000 Penalty: 5759.705566
	Iteration 53Q: 3 clusters Score -1.299721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -12997200.000000 Penalty: 5759.705566
	Iteration 54Q: 3 clusters Score -1.29972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -12997211.000000 Penalty: 5759.705566
	Iteration 55Q: 3 clusters Score -1.299721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -12997205.000000 Penalty: 5759.705566
	Iteration 56Q: 3 clusters Score -1.29972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -12997217.000000 Penalty: 5759.705566
	Iteration 57Q: 3 clusters Score -1.299722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -12997221.000000 Penalty: 5759.705566
	Iteration 58Q: 3 clusters Score -1.299722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -12997221.000000 Penalty: 5759.705566
	Iteration 59Q: 3 clusters Score -1.299722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -12997223.000000 Penalty: 5759.705566
	Iteration 60F: 3 clusters Score -1.299722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -12997227.000000 Penalty: 5759.705566
	Iteration 61Q: 3 clusters Score -1.299723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -12997236.000000 Penalty: 5759.705566
	Iteration 62Q: 3 clusters Score -1.299724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -12997225.000000 Penalty: 5759.705566
	Iteration 63Q: 3 clusters Score -1.299722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -12997219.000000 Penalty: 5759.705566
	Iteration 64Q: 3 clusters Score -1.299722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -12997210.000000 Penalty: 5759.705566
	Iteration 65Q: 3 clusters Score -1.299721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -12997210.000000 Penalty: 5759.705566
	Iteration 66Q: 3 clusters Score -1.299721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -12997200.000000 Penalty: 5759.705566
	Iteration 67Q: 3 clusters Score -1.29972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -12997206.000000 Penalty: 5759.705566
	Iteration 68Q: 3 clusters Score -1.299721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 107195 members 
Entering Unmasked Estep 
Score: -12997216.000000 Penalty: 5759.705566
	Iteration 69Q: 3 clusters Score -1.299722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -12997213.000000 Penalty: 5759.705566
	Iteration 70Q: 3 clusters Score -1.299721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -12997221.000000 Penalty: 5759.705566
	Iteration 71Q: 3 clusters Score -1.299722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -12997223.000000 Penalty: 5759.705566
	Iteration 72Q: 3 clusters Score -1.299722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -12997238.000000 Penalty: 5759.705566
	Iteration 73Q: 3 clusters Score -1.299724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -12997242.000000 Penalty: 5759.705566
	Iteration 74Q: 3 clusters Score -1.299724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 107214 members 
Entering Unmasked Estep 
Score: -12997257.000000 Penalty: 5759.705566
	Iteration 75Q: 3 clusters Score -1.299726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
Score: -12997256.000000 Penalty: 5759.705566
	Iteration 76Q: 3 clusters Score -1.299726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -12997250.000000 Penalty: 5759.705566
	Iteration 77Q: 3 clusters Score -1.299725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -12997247.000000 Penalty: 5759.705566
	Iteration 78Q: 3 clusters Score -1.299725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -12997246.000000 Penalty: 5759.705566
	Iteration 79Q: 3 clusters Score -1.299725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -12997253.000000 Penalty: 5759.705566
	Iteration 80F: 3 clusters Score -1.299725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -12997247.000000 Penalty: 5759.705566
	Iteration 81Q: 3 clusters Score -1.299725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12997238.000000 Penalty: 5759.705566
	Iteration 82Q: 3 clusters Score -1.299724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -12997238.000000 Penalty: 5759.705566
	Iteration 83F: 3 clusters Score -1.299724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -531135.937500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -531135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -526775.062500 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -526775.1 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -527827.687500 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -527827.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -528103.250000 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -528103.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -528333.125000 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -528333.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -528549.562500 Penalty: 4193.837402
	Iteration 4F: 3 clusters Score -528549.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -528717.687500 Penalty: 4193.837402
	Iteration 5Q: 3 clusters Score -528717.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -528837.062500 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -528837.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -528932.250000 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -528932.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -529042.250000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -529042.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -529161.625000 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -529161.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -529309.625000 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -529309.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -529511.750000 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -529511.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -529870.187500 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -529870.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -530483.812500 Penalty: 4193.837402
	Iteration 13F: 3 clusters Score -530483.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -531109.187500 Penalty: 4193.837402
	Iteration 14F: 3 clusters Score -531109.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -531459.937500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -531459.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -531595.000000 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -531595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -531645.625000 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -531645.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -531670.812500 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -531670.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -531691.750000 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -531691.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -531709.687500 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -531709.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -531719.125000 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -531719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -531724.437500 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -531724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -531725.250000 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -531725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -531726.375000 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -531726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -531728.812500 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -531728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -531729.312500 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -531729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -531730.937500 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -531730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -531730.375000 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -531730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -531731.312500 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -531731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -531732.312500 Penalty: 4193.837402
	Iteration 30Q: 3 clusters Score -531732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -531733.250000 Penalty: 4193.837402
	Iteration 31Q: 3 clusters Score -531733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -531733.187500 Penalty: 4193.837402
	Iteration 32Q: 3 clusters Score -531733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -531733.187500 Penalty: 4193.837402
	Iteration 33F: 3 clusters Score -531733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 1930 members 
Entering Unmasked Estep 
Score: -183967632.000000 Penalty: 99245.718750
Splitting cluster 22 changes total score from -183968720.000000 to -183967632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (170545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170545 members 
Entering Unmasked Estep 
Score: -20005692.000000 Penalty: 2987.595215
	Iteration 0F: 2 clusters Score -2.000569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -19891984.000000 Penalty: 5975.190430
	Iteration 0F: 3 clusters Score -1.989198e+07 nChanged 81657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -19939836.000000 Penalty: 5975.190430
	Iteration 1F: 3 clusters Score -1.993984e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -19941370.000000 Penalty: 5975.190430
	Iteration 2Q: 3 clusters Score -1.994137e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -19943332.000000 Penalty: 5975.190430
	Iteration 3Q: 3 clusters Score -1.994333e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -19946058.000000 Penalty: 5975.190430
	Iteration 4Q: 3 clusters Score -1.994606e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -19949586.000000 Penalty: 5975.190430
	Iteration 5Q: 3 clusters Score -1.994959e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -19954090.000000 Penalty: 5975.190430
	Iteration 6F: 3 clusters Score -1.995409e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -19959934.000000 Penalty: 5975.190430
	Iteration 7F: 3 clusters Score -1.995993e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -19967032.000000 Penalty: 5975.190430
	Iteration 8F: 3 clusters Score -1.996703e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119425 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -19975280.000000 Penalty: 5975.190430
	Iteration 9F: 3 clusters Score -1.997528e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -19984082.000000 Penalty: 5975.190430
	Iteration 10F: 3 clusters Score -1.998408e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136520 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -19991110.000000 Penalty: 5975.190430
	Iteration 11F: 3 clusters Score -1.999111e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -19995828.000000 Penalty: 5975.190430
	Iteration 12Q: 3 clusters Score -1.999583e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -19998740.000000 Penalty: 5975.190430
	Iteration 13Q: 3 clusters Score -1.999874e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -20000664.000000 Penalty: 5975.190430
	Iteration 14Q: 3 clusters Score -2.000066e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -20002016.000000 Penalty: 5975.190430
	Iteration 15Q: 3 clusters Score -2.000202e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152562 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -20002926.000000 Penalty: 5975.190430
	Iteration 16Q: 3 clusters Score -2.000293e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154013 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -20003590.000000 Penalty: 5975.190430
	Iteration 17Q: 3 clusters Score -2.000359e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -20004148.000000 Penalty: 5975.190430
	Iteration 18Q: 3 clusters Score -2.000415e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -20004600.000000 Penalty: 5975.190430
	Iteration 19Q: 3 clusters Score -2.00046e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -20004984.000000 Penalty: 5975.190430
	Iteration 20F: 3 clusters Score -2.000498e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -20005210.000000 Penalty: 5975.190430
	Iteration 21Q: 3 clusters Score -2.000521e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158183 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -20005388.000000 Penalty: 5975.190430
	Iteration 22Q: 3 clusters Score -2.000539e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -20005546.000000 Penalty: 5975.190430
	Iteration 23Q: 3 clusters Score -2.000555e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159118 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -20005656.000000 Penalty: 5975.190430
	Iteration 24Q: 3 clusters Score -2.000566e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -20005658.000000 Penalty: 5975.190430
	Iteration 25Q: 3 clusters Score -2.000566e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -20005738.000000 Penalty: 5975.190430
	Iteration 26Q: 3 clusters Score -2.000574e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160223 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -20005788.000000 Penalty: 5975.190430
	Iteration 27Q: 3 clusters Score -2.000579e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160515 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -20005776.000000 Penalty: 5975.190430
	Iteration 28Q: 3 clusters Score -2.000578e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -20005826.000000 Penalty: 5975.190430
	Iteration 29Q: 3 clusters Score -2.000583e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -20005854.000000 Penalty: 5975.190430
	Iteration 30Q: 3 clusters Score -2.000585e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -20005834.000000 Penalty: 5975.190430
	Iteration 31Q: 3 clusters Score -2.000583e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -20005846.000000 Penalty: 5975.190430
	Iteration 32Q: 3 clusters Score -2.000585e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -20005850.000000 Penalty: 5975.190430
	Iteration 33Q: 3 clusters Score -2.000585e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -20005832.000000 Penalty: 5975.190430
	Iteration 34Q: 3 clusters Score -2.000583e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -20005854.000000 Penalty: 5975.190430
	Iteration 35Q: 3 clusters Score -2.000585e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161876 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -20005872.000000 Penalty: 5975.190430
	Iteration 36Q: 3 clusters Score -2.000587e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161994 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -20005870.000000 Penalty: 5975.190430
	Iteration 37Q: 3 clusters Score -2.000587e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -20005926.000000 Penalty: 5975.190430
	Iteration 38Q: 3 clusters Score -2.000593e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -20005970.000000 Penalty: 5975.190430
	Iteration 39Q: 3 clusters Score -2.000597e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -20005994.000000 Penalty: 5975.190430
	Iteration 40F: 3 clusters Score -2.000599e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -20005978.000000 Penalty: 5975.190430
	Iteration 41Q: 3 clusters Score -2.000598e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -20005954.000000 Penalty: 5975.190430
	Iteration 42Q: 3 clusters Score -2.000595e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -20005972.000000 Penalty: 5975.190430
	Iteration 43Q: 3 clusters Score -2.000597e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162804 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -20005964.000000 Penalty: 5975.190430
	Iteration 44Q: 3 clusters Score -2.000596e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -20005994.000000 Penalty: 5975.190430
	Iteration 45Q: 3 clusters Score -2.000599e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162990 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -20005958.000000 Penalty: 5975.190430
	Iteration 46Q: 3 clusters Score -2.000596e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -20005978.000000 Penalty: 5975.190430
	Iteration 47Q: 3 clusters Score -2.000598e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163166 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -20005984.000000 Penalty: 5975.190430
	Iteration 48Q: 3 clusters Score -2.000598e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -20005994.000000 Penalty: 5975.190430
	Iteration 49Q: 3 clusters Score -2.000599e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -20005994.000000 Penalty: 5975.190430
	Iteration 50Q: 3 clusters Score -2.000599e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -20005988.000000 Penalty: 5975.190430
	Iteration 51Q: 3 clusters Score -2.000599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -20005976.000000 Penalty: 5975.190430
	Iteration 52Q: 3 clusters Score -2.000598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5975.190430
	Iteration 53Q: 3 clusters Score -2.000596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163518 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5975.190430
	Iteration 54Q: 3 clusters Score -2.000597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -20005946.000000 Penalty: 5975.190430
	Iteration 55Q: 3 clusters Score -2.000595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163580 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -20005954.000000 Penalty: 5975.190430
	Iteration 56Q: 3 clusters Score -2.000595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -20005926.000000 Penalty: 5975.190430
	Iteration 57Q: 3 clusters Score -2.000593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5975.190430
	Iteration 58Q: 3 clusters Score -2.000596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -20005976.000000 Penalty: 5975.190430
	Iteration 59Q: 3 clusters Score -2.000598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -20005994.000000 Penalty: 5975.190430
	Iteration 60F: 3 clusters Score -2.000599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -20005996.000000 Penalty: 5975.190430
	Iteration 61Q: 3 clusters Score -2.0006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -20006006.000000 Penalty: 5975.190430
	Iteration 62Q: 3 clusters Score -2.000601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -20006004.000000 Penalty: 5975.190430
	Iteration 63Q: 3 clusters Score -2.0006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -20005992.000000 Penalty: 5975.190430
	Iteration 64Q: 3 clusters Score -2.000599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163850 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -20005988.000000 Penalty: 5975.190430
	Iteration 65Q: 3 clusters Score -2.000599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -20005970.000000 Penalty: 5975.190430
	Iteration 66Q: 3 clusters Score -2.000597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -20005986.000000 Penalty: 5975.190430
	Iteration 67Q: 3 clusters Score -2.000599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -20005972.000000 Penalty: 5975.190430
	Iteration 68Q: 3 clusters Score -2.000597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -20005978.000000 Penalty: 5975.190430
	Iteration 69Q: 3 clusters Score -2.000598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -20005996.000000 Penalty: 5975.190430
	Iteration 70Q: 3 clusters Score -2.0006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -20005996.000000 Penalty: 5975.190430
	Iteration 71Q: 3 clusters Score -2.0006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -20005996.000000 Penalty: 5975.190430
	Iteration 72Q: 3 clusters Score -2.0006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -20005982.000000 Penalty: 5975.190430
	Iteration 73Q: 3 clusters Score -2.000598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163967 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5975.190430
	Iteration 74Q: 3 clusters Score -2.000597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -20005978.000000 Penalty: 5975.190430
	Iteration 75Q: 3 clusters Score -2.000598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5975.190430
	Iteration 76Q: 3 clusters Score -2.000597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5975.190430
	Iteration 77Q: 3 clusters Score -2.000596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -20005974.000000 Penalty: 5975.190430
	Iteration 78Q: 3 clusters Score -2.000597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -20005972.000000 Penalty: 5975.190430
	Iteration 79Q: 3 clusters Score -2.000597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -20005972.000000 Penalty: 5975.190430
	Iteration 80F: 3 clusters Score -2.000597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -20005970.000000 Penalty: 5975.190430
	Iteration 81Q: 3 clusters Score -2.000597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5975.190430
	Iteration 82Q: 3 clusters Score -2.000597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5975.190430
	Iteration 83F: 3 clusters Score -2.000597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 164001 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 308 members 
Mstep: Class 28 contains 6544 members 
Entering Unmasked Estep 
Score: -183968160.000000 Penalty: 99245.718750
Splitting cluster 23 changes total score from -183968720.000000 to -183968160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (66848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Entering Unmasked Estep 
Score: -7928260.000000 Penalty: 2755.323975
	Iteration 0F: 2 clusters Score -7928260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -7883362.000000 Penalty: 5510.647949
	Iteration 0F: 3 clusters Score -7883362 nChanged 31282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7901096.500000 Penalty: 5510.647949
	Iteration 1F: 3 clusters Score -7901096 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7901663.000000 Penalty: 5510.647949
	Iteration 2Q: 3 clusters Score -7901663 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7902355.000000 Penalty: 5510.647949
	Iteration 3Q: 3 clusters Score -7902355 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -7902999.000000 Penalty: 5510.647949
	Iteration 4Q: 3 clusters Score -7902999 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7903932.500000 Penalty: 5510.647949
	Iteration 5Q: 3 clusters Score -7903932 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -7905362.500000 Penalty: 5510.647949
	Iteration 6Q: 3 clusters Score -7905362 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -7907563.500000 Penalty: 5510.647949
	Iteration 7F: 3 clusters Score -7907564 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -7910775.500000 Penalty: 5510.647949
	Iteration 8F: 3 clusters Score -7910776 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7914757.000000 Penalty: 5510.647949
	Iteration 9F: 3 clusters Score -7914757 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -7918864.000000 Penalty: 5510.647949
	Iteration 10F: 3 clusters Score -7918864 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -7922117.500000 Penalty: 5510.647949
	Iteration 11F: 3 clusters Score -7922118 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7923929.500000 Penalty: 5510.647949
	Iteration 12Q: 3 clusters Score -7923930 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -7924896.500000 Penalty: 5510.647949
	Iteration 13Q: 3 clusters Score -7924896 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -7925300.000000 Penalty: 5510.647949
	Iteration 14Q: 3 clusters Score -7925300 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -7925531.000000 Penalty: 5510.647949
	Iteration 15Q: 3 clusters Score -7925531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -7925622.000000 Penalty: 5510.647949
	Iteration 16Q: 3 clusters Score -7925622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -7925680.500000 Penalty: 5510.647949
	Iteration 17Q: 3 clusters Score -7925680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -7925717.500000 Penalty: 5510.647949
	Iteration 18Q: 3 clusters Score -7925718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -7925755.000000 Penalty: 5510.647949
	Iteration 19Q: 3 clusters Score -7925755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -7925774.000000 Penalty: 5510.647949
	Iteration 20F: 3 clusters Score -7925774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -7925786.500000 Penalty: 5510.647949
	Iteration 21Q: 3 clusters Score -7925786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -7925800.000000 Penalty: 5510.647949
	Iteration 22Q: 3 clusters Score -7925800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -7925811.500000 Penalty: 5510.647949
	Iteration 23Q: 3 clusters Score -7925812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -7925816.000000 Penalty: 5510.647949
	Iteration 24Q: 3 clusters Score -7925816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -7925818.500000 Penalty: 5510.647949
	Iteration 25Q: 3 clusters Score -7925818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -7925833.500000 Penalty: 5510.647949
	Iteration 26Q: 3 clusters Score -7925834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -7925835.000000 Penalty: 5510.647949
	Iteration 27Q: 3 clusters Score -7925835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -7925839.000000 Penalty: 5510.647949
	Iteration 28Q: 3 clusters Score -7925839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -7925849.500000 Penalty: 5510.647949
	Iteration 29Q: 3 clusters Score -7925850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -7925847.000000 Penalty: 5510.647949
	Iteration 30Q: 3 clusters Score -7925847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -7925846.000000 Penalty: 5510.647949
	Iteration 31Q: 3 clusters Score -7925846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -7925848.500000 Penalty: 5510.647949
	Iteration 32Q: 3 clusters Score -7925848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -7925848.500000 Penalty: 5510.647949
	Iteration 33F: 3 clusters Score -7925848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -309285.281250 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -309285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306188.062500 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -306188.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -306782.843750 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -306782.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306917.906250 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -306917.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -306988.093750 Penalty: 3922.924561
	Iteration 3Q: 3 clusters Score -306988.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -307040.031250 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -307040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -307079.906250 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -307079.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -307099.625000 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -307099.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -307116.843750 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -307116.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -307128.062500 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -307128.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -307137.906250 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -307137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -307149.718750 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -307149.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -307159.156250 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -307159.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -307169.968750 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -307170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -307181.218750 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -307181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -307187.156250 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -307187.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -307195.406250 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -307195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -307202.843750 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -307202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -307209.468750 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -307209.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -307213.937500 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -307213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -307218.281250 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -307218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -307221.000000 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -307221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -307222.906250 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -307222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -307224.343750 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -307224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -307225.750000 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -307225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -307227.218750 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -307227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -307229.375000 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -307229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -307231.343750 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -307231.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -307233.312500 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -307233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -307234.468750 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -307234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -307236.437500 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -307236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -307238.218750 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -307238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -307241.625000 Penalty: 3922.924561
	Iteration 31Q: 3 clusters Score -307241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -307244.156250 Penalty: 3922.924561
	Iteration 32Q: 3 clusters Score -307244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -307244.812500 Penalty: 3922.924561
	Iteration 33Q: 3 clusters Score -307244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -307245.187500 Penalty: 3922.924561
	Iteration 34Q: 3 clusters Score -307245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -307245.375000 Penalty: 3922.924561
	Iteration 35Q: 3 clusters Score -307245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -307246.218750 Penalty: 3922.924561
	Iteration 36Q: 3 clusters Score -307246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -307246.562500 Penalty: 3922.924561
	Iteration 37Q: 3 clusters Score -307246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -307247.593750 Penalty: 3922.924561
	Iteration 38Q: 3 clusters Score -307247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -307247.593750 Penalty: 3922.924561
	Iteration 39F: 3 clusters Score -307247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -631185.125000 Penalty: 2145.150146
	Iteration 0F: 2 clusters Score -631185.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -626207.937500 Penalty: 4290.300293
	Iteration 0F: 3 clusters Score -626207.9 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -627457.375000 Penalty: 4290.300293
	Iteration 1F: 3 clusters Score -627457.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -627735.000000 Penalty: 4290.300293
	Iteration 2F: 3 clusters Score -627735 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -627935.812500 Penalty: 4290.300293
	Iteration 3F: 3 clusters Score -627935.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -628131.250000 Penalty: 4290.300293
	Iteration 4Q: 3 clusters Score -628131.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -628282.250000 Penalty: 4290.300293
	Iteration 5Q: 3 clusters Score -628282.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -628380.125000 Penalty: 4290.300293
	Iteration 6Q: 3 clusters Score -628380.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -628465.625000 Penalty: 4290.300293
	Iteration 7Q: 3 clusters Score -628465.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -628531.750000 Penalty: 4290.300293
	Iteration 8Q: 3 clusters Score -628531.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -628588.375000 Penalty: 4290.300293
	Iteration 9Q: 3 clusters Score -628588.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -628634.375000 Penalty: 4290.300293
	Iteration 10Q: 3 clusters Score -628634.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -628677.312500 Penalty: 4290.300293
	Iteration 11Q: 3 clusters Score -628677.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -628724.562500 Penalty: 4290.300293
	Iteration 12Q: 3 clusters Score -628724.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -628764.062500 Penalty: 4290.300293
	Iteration 13Q: 3 clusters Score -628764.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -628793.312500 Penalty: 4290.300293
	Iteration 14Q: 3 clusters Score -628793.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -628822.812500 Penalty: 4290.300293
	Iteration 15Q: 3 clusters Score -628822.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -628846.812500 Penalty: 4290.300293
	Iteration 16Q: 3 clusters Score -628846.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -628868.625000 Penalty: 4290.300293
	Iteration 17Q: 3 clusters Score -628868.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -628889.625000 Penalty: 4290.300293
	Iteration 18Q: 3 clusters Score -628889.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -628906.500000 Penalty: 4290.300293
	Iteration 19Q: 3 clusters Score -628906.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -628919.250000 Penalty: 4290.300293
	Iteration 20F: 3 clusters Score -628919.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -628928.312500 Penalty: 4290.300293
	Iteration 21Q: 3 clusters Score -628928.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -628938.812500 Penalty: 4290.300293
	Iteration 22Q: 3 clusters Score -628938.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -628948.187500 Penalty: 4290.300293
	Iteration 23Q: 3 clusters Score -628948.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -628961.687500 Penalty: 4290.300293
	Iteration 24Q: 3 clusters Score -628961.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -628972.687500 Penalty: 4290.300293
	Iteration 25Q: 3 clusters Score -628972.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -628986.250000 Penalty: 4290.300293
	Iteration 26Q: 3 clusters Score -628986.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -629001.250000 Penalty: 4290.300293
	Iteration 27Q: 3 clusters Score -629001.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -629024.500000 Penalty: 4290.300293
	Iteration 28Q: 3 clusters Score -629024.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -629046.312500 Penalty: 4290.300293
	Iteration 29Q: 3 clusters Score -629046.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -629065.500000 Penalty: 4290.300293
	Iteration 30Q: 3 clusters Score -629065.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -629096.875000 Penalty: 4290.300293
	Iteration 31Q: 3 clusters Score -629096.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -629123.562500 Penalty: 4290.300293
	Iteration 32Q: 3 clusters Score -629123.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -629145.062500 Penalty: 4290.300293
	Iteration 33Q: 3 clusters Score -629145.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -629171.187500 Penalty: 4290.300293
	Iteration 34Q: 3 clusters Score -629171.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -629198.687500 Penalty: 4290.300293
	Iteration 35Q: 3 clusters Score -629198.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -629226.375000 Penalty: 4290.300293
	Iteration 36Q: 3 clusters Score -629226.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -629257.250000 Penalty: 4290.300293
	Iteration 37Q: 3 clusters Score -629257.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -629292.562500 Penalty: 4290.300293
	Iteration 38Q: 3 clusters Score -629292.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -629331.937500 Penalty: 4290.300293
	Iteration 39Q: 3 clusters Score -629331.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -629361.812500 Penalty: 4290.300293
	Iteration 40F: 3 clusters Score -629361.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -629390.625000 Penalty: 4290.300293
	Iteration 41Q: 3 clusters Score -629390.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -629413.687500 Penalty: 4290.300293
	Iteration 42Q: 3 clusters Score -629413.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -629429.687500 Penalty: 4290.300293
	Iteration 43Q: 3 clusters Score -629429.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -629450.562500 Penalty: 4290.300293
	Iteration 44Q: 3 clusters Score -629450.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -629478.187500 Penalty: 4290.300293
	Iteration 45Q: 3 clusters Score -629478.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -629498.625000 Penalty: 4290.300293
	Iteration 46Q: 3 clusters Score -629498.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -629521.562500 Penalty: 4290.300293
	Iteration 47Q: 3 clusters Score -629521.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -629536.875000 Penalty: 4290.300293
	Iteration 48Q: 3 clusters Score -629536.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -629558.250000 Penalty: 4290.300293
	Iteration 49Q: 3 clusters Score -629558.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -629588.437500 Penalty: 4290.300293
	Iteration 50Q: 3 clusters Score -629588.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -629608.000000 Penalty: 4290.300293
	Iteration 51Q: 3 clusters Score -629608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -629630.937500 Penalty: 4290.300293
	Iteration 52Q: 3 clusters Score -629630.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -629655.000000 Penalty: 4290.300293
	Iteration 53Q: 3 clusters Score -629655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -629674.750000 Penalty: 4290.300293
	Iteration 54Q: 3 clusters Score -629674.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -629687.250000 Penalty: 4290.300293
	Iteration 55Q: 3 clusters Score -629687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -629694.062500 Penalty: 4290.300293
	Iteration 56Q: 3 clusters Score -629694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -629701.000000 Penalty: 4290.300293
	Iteration 57Q: 3 clusters Score -629701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -629707.625000 Penalty: 4290.300293
	Iteration 58Q: 3 clusters Score -629707.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -629717.125000 Penalty: 4290.300293
	Iteration 59Q: 3 clusters Score -629717.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -629724.687500 Penalty: 4290.300293
	Iteration 60F: 3 clusters Score -629724.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -629734.375000 Penalty: 4290.300293
	Iteration 61Q: 3 clusters Score -629734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -629743.125000 Penalty: 4290.300293
	Iteration 62Q: 3 clusters Score -629743.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -629751.375000 Penalty: 4290.300293
	Iteration 63Q: 3 clusters Score -629751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -629755.937500 Penalty: 4290.300293
	Iteration 64Q: 3 clusters Score -629755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -629760.375000 Penalty: 4290.300293
	Iteration 65Q: 3 clusters Score -629760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -629766.625000 Penalty: 4290.300293
	Iteration 66Q: 3 clusters Score -629766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -629771.437500 Penalty: 4290.300293
	Iteration 67Q: 3 clusters Score -629771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -629774.500000 Penalty: 4290.300293
	Iteration 68Q: 3 clusters Score -629774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -629775.375000 Penalty: 4290.300293
	Iteration 69Q: 3 clusters Score -629775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -629778.437500 Penalty: 4290.300293
	Iteration 70Q: 3 clusters Score -629778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -629779.500000 Penalty: 4290.300293
	Iteration 71Q: 3 clusters Score -629779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -629780.687500 Penalty: 4290.300293
	Iteration 72Q: 3 clusters Score -629780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -629782.437500 Penalty: 4290.300293
	Iteration 73Q: 3 clusters Score -629782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -629784.312500 Penalty: 4290.300293
	Iteration 74Q: 3 clusters Score -629784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -629785.937500 Penalty: 4290.300293
	Iteration 75Q: 3 clusters Score -629785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -629789.000000 Penalty: 4290.300293
	Iteration 76Q: 3 clusters Score -629789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -629789.812500 Penalty: 4290.300293
	Iteration 77Q: 3 clusters Score -629789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -629790.687500 Penalty: 4290.300293
	Iteration 78Q: 3 clusters Score -629790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -629790.687500 Penalty: 4290.300293
	Iteration 79F: 3 clusters Score -629790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8601 members 
Mstep: Class 4 contains 191539 members 
Mstep: Class 5 contains 37626 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13055 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83834 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 327610 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 316144 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 55337 members 
Mstep: Class 20 contains 98889 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 4700 members 
Mstep: Class 23 contains 170545 members 
Mstep: Class 24 contains 66848 members 
Mstep: Class 25 contains 2722 members 
Mstep: Class 26 contains 5709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969120.000000 Penalty: 95701.226562
Iteration 79Q: 28 clusters Score -1.839691e+08 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8600 members 
Mstep: Class 4 contains 191268 members 
Mstep: Class 5 contains 37610 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2604 members 
Mstep: Class 8 contains 13087 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83838 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 326220 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19605 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 316825 members 
Mstep: Class 18 contains 79269 members 
Mstep: Class 19 contains 55292 members 
Mstep: Class 20 contains 99184 members 
Mstep: Class 21 contains 109677 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 171915 members 
Mstep: Class 24 contains 66871 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183969920.000000 Penalty: 95701.226562
Iteration 80F: 28 clusters Score -1.839699e+08 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8598 members 
Mstep: Class 4 contains 191053 members 
Mstep: Class 5 contains 37610 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 13101 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83829 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 325117 members 
Mstep: Class 13 contains 1655 members 
Mstep: Class 14 contains 19603 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 317466 members 
Mstep: Class 18 contains 79300 members 
Mstep: Class 19 contains 55222 members 
Mstep: Class 20 contains 99394 members 
Mstep: Class 21 contains 109019 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 173023 members 
Mstep: Class 24 contains 66881 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183970512.000000 Penalty: 95701.226562
Iteration 81Q: 28 clusters Score -1.839705e+08 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8597 members 
Mstep: Class 4 contains 190844 members 
Mstep: Class 5 contains 37585 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83826 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 324435 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 19603 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 318062 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 55141 members 
Mstep: Class 20 contains 99545 members 
Mstep: Class 21 contains 108359 members 
Mstep: Class 22 contains 4721 members 
Mstep: Class 23 contains 173910 members 
Mstep: Class 24 contains 66822 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183971216.000000 Penalty: 95701.226562
Iteration 82Q: 28 clusters Score -1.839712e+08 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 190643 members 
Mstep: Class 5 contains 37552 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 13130 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83813 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 12 contains 323946 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 19618 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7060 members 
Mstep: Class 17 contains 318644 members 
Mstep: Class 18 contains 79404 members 
Mstep: Class 19 contains 55057 members 
Mstep: Class 20 contains 99659 members 
Mstep: Class 21 contains 107758 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 174612 members 
Mstep: Class 24 contains 66748 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972352.000000 Penalty: 95701.226562
Iteration 83Q: 28 clusters Score -1.839724e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8578 members 
Mstep: Class 4 contains 190485 members 
Mstep: Class 5 contains 37514 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83812 members 
Mstep: Class 11 contains 1358 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 19639 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7070 members 
Mstep: Class 17 contains 319180 members 
Mstep: Class 18 contains 79489 members 
Mstep: Class 19 contains 54979 members 
Mstep: Class 20 contains 99741 members 
Mstep: Class 21 contains 107153 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 175247 members 
Mstep: Class 24 contains 66696 members 
Mstep: Class 25 contains 2762 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183972528.000000 Penalty: 95701.226562
Iteration 84Q: 28 clusters Score -1.839725e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8571 members 
Mstep: Class 4 contains 190356 members 
Mstep: Class 5 contains 37482 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 13121 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83806 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 323035 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 19639 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 319706 members 
Mstep: Class 18 contains 79602 members 
Mstep: Class 19 contains 54917 members 
Mstep: Class 20 contains 99823 members 
Mstep: Class 21 contains 106549 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 175858 members 
Mstep: Class 24 contains 66621 members 
Mstep: Class 25 contains 2774 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973184.000000 Penalty: 95701.226562
Iteration 85Q: 28 clusters Score -1.839732e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 190216 members 
Mstep: Class 5 contains 37441 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83802 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 322714 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 19642 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 320196 members 
Mstep: Class 18 contains 79728 members 
Mstep: Class 19 contains 54869 members 
Mstep: Class 20 contains 99887 members 
Mstep: Class 21 contains 105950 members 
Mstep: Class 22 contains 4718 members 
Mstep: Class 23 contains 176389 members 
Mstep: Class 24 contains 66537 members 
Mstep: Class 25 contains 2784 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973744.000000 Penalty: 95701.226562
Iteration 86Q: 28 clusters Score -1.839737e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8559 members 
Mstep: Class 4 contains 190061 members 
Mstep: Class 5 contains 37392 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 13126 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83794 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 322505 members 
Mstep: Class 13 contains 1743 members 
Mstep: Class 14 contains 19633 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7102 members 
Mstep: Class 17 contains 320560 members 
Mstep: Class 18 contains 79856 members 
Mstep: Class 19 contains 54799 members 
Mstep: Class 20 contains 99953 members 
Mstep: Class 21 contains 105435 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 176899 members 
Mstep: Class 24 contains 66446 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974128.000000 Penalty: 95701.226562
Iteration 87Q: 28 clusters Score -1.839741e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8552 members 
Mstep: Class 4 contains 189930 members 
Mstep: Class 5 contains 37353 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 13131 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83781 members 
Mstep: Class 11 contains 1310 members 
Mstep: Class 12 contains 322337 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 14 contains 19626 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7104 members 
Mstep: Class 17 contains 320862 members 
Mstep: Class 18 contains 79968 members 
Mstep: Class 19 contains 54739 members 
Mstep: Class 20 contains 99977 members 
Mstep: Class 21 contains 104941 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 177424 members 
Mstep: Class 24 contains 66365 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183973968.000000 Penalty: 95701.226562
Iteration 88Q: 28 clusters Score -1.83974e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 4 contains 189778 members 
Mstep: Class 5 contains 37303 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 13125 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83771 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 322338 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 19625 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 321137 members 
Mstep: Class 18 contains 80035 members 
Mstep: Class 19 contains 54692 members 
Mstep: Class 20 contains 99983 members 
Mstep: Class 21 contains 104499 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 177863 members 
Mstep: Class 24 contains 66262 members 
Mstep: Class 25 contains 2810 members 
Mstep: Class 26 contains 5747 members 
Mstep: Class 27 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974480.000000 Penalty: 95701.226562
Iteration 89Q: 28 clusters Score -1.839745e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 4 contains 189632 members 
Mstep: Class 5 contains 37265 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 13120 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 322279 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 321403 members 
Mstep: Class 18 contains 80118 members 
Mstep: Class 19 contains 54666 members 
Mstep: Class 20 contains 99985 members 
Mstep: Class 21 contains 104070 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 178270 members 
Mstep: Class 24 contains 66176 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5756 members 
Mstep: Class 27 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974832.000000 Penalty: 95701.226562
Iteration 90Q: 28 clusters Score -1.839748e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8537 members 
Mstep: Class 4 contains 189547 members 
Mstep: Class 5 contains 37244 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 13103 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1302 members 
Mstep: Class 12 contains 322319 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 19631 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 321572 members 
Mstep: Class 18 contains 80201 members 
Mstep: Class 19 contains 54628 members 
Mstep: Class 20 contains 99981 members 
Mstep: Class 21 contains 103627 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 178659 members 
Mstep: Class 24 contains 66095 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5759 members 
Mstep: Class 27 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183974976.000000 Penalty: 95701.226562
Iteration 91Q: 28 clusters Score -1.83975e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8537 members 
Mstep: Class 4 contains 189502 members 
Mstep: Class 5 contains 37236 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 13096 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83771 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 322349 members 
Mstep: Class 13 contains 1803 members 
Mstep: Class 14 contains 19633 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 321678 members 
Mstep: Class 18 contains 80276 members 
Mstep: Class 19 contains 54595 members 
Mstep: Class 20 contains 100011 members 
Mstep: Class 21 contains 103203 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 179012 members 
Mstep: Class 24 contains 66003 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 5763 members 
Mstep: Class 27 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975152.000000 Penalty: 95701.226562
Iteration 92Q: 28 clusters Score -1.839752e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8533 members 
Mstep: Class 4 contains 189437 members 
Mstep: Class 5 contains 37208 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 13086 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1300 members 
Mstep: Class 12 contains 322396 members 
Mstep: Class 13 contains 1813 members 
Mstep: Class 14 contains 19635 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7102 members 
Mstep: Class 17 contains 321781 members 
Mstep: Class 18 contains 80347 members 
Mstep: Class 19 contains 54555 members 
Mstep: Class 20 contains 100041 members 
Mstep: Class 21 contains 102800 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 179393 members 
Mstep: Class 24 contains 65914 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975216.000000 Penalty: 95701.226562
Iteration 93Q: 28 clusters Score -1.839752e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 189363 members 
Mstep: Class 5 contains 37182 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 13070 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 322465 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 321821 members 
Mstep: Class 18 contains 80422 members 
Mstep: Class 19 contains 54506 members 
Mstep: Class 20 contains 100072 members 
Mstep: Class 21 contains 102424 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 179799 members 
Mstep: Class 24 contains 65825 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5766 members 
Mstep: Class 27 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975504.000000 Penalty: 95701.226562
Iteration 94Q: 28 clusters Score -1.839755e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8535 members 
Mstep: Class 4 contains 189312 members 
Mstep: Class 5 contains 37162 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 13067 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 322517 members 
Mstep: Class 13 contains 1828 members 
Mstep: Class 14 contains 19630 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7105 members 
Mstep: Class 17 contains 321852 members 
Mstep: Class 18 contains 80477 members 
Mstep: Class 19 contains 54471 members 
Mstep: Class 20 contains 100085 members 
Mstep: Class 21 contains 102078 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 180167 members 
Mstep: Class 24 contains 65745 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5771 members 
Mstep: Class 27 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975392.000000 Penalty: 95701.226562
Iteration 95Q: 28 clusters Score -1.839754e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 189265 members 
Mstep: Class 5 contains 37135 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 13057 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322629 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 19632 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 321797 members 
Mstep: Class 18 contains 80545 members 
Mstep: Class 19 contains 54439 members 
Mstep: Class 20 contains 100112 members 
Mstep: Class 21 contains 101705 members 
Mstep: Class 22 contains 4721 members 
Mstep: Class 23 contains 180556 members 
Mstep: Class 24 contains 65657 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5777 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975424.000000 Penalty: 95701.226562
Iteration 96Q: 28 clusters Score -1.839754e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8537 members 
Mstep: Class 4 contains 189232 members 
Mstep: Class 5 contains 37118 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 13038 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83780 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322638 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 19629 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 321704 members 
Mstep: Class 18 contains 80611 members 
Mstep: Class 19 contains 54417 members 
Mstep: Class 20 contains 100160 members 
Mstep: Class 21 contains 101360 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 181014 members 
Mstep: Class 24 contains 65585 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 5779 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975648.000000 Penalty: 95701.226562
Iteration 97Q: 28 clusters Score -1.839756e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8533 members 
Mstep: Class 4 contains 189230 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 13030 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83782 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322661 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 19630 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 321597 members 
Mstep: Class 18 contains 80664 members 
Mstep: Class 19 contains 54386 members 
Mstep: Class 20 contains 100184 members 
Mstep: Class 21 contains 101028 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 181479 members 
Mstep: Class 24 contains 65508 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975824.000000 Penalty: 95701.226562
Iteration 98Q: 28 clusters Score -1.839758e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8528 members 
Mstep: Class 4 contains 189228 members 
Mstep: Class 5 contains 37063 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 13016 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83783 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322719 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 14 contains 19635 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 321491 members 
Mstep: Class 18 contains 80713 members 
Mstep: Class 19 contains 54364 members 
Mstep: Class 20 contains 100217 members 
Mstep: Class 21 contains 100671 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 181918 members 
Mstep: Class 24 contains 65436 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183975760.000000 Penalty: 95701.226562
Iteration 99Q: 28 clusters Score -1.839758e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8527 members 
Mstep: Class 4 contains 189204 members 
Mstep: Class 5 contains 37037 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 13015 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83784 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322760 members 
Mstep: Class 13 contains 1880 members 
Mstep: Class 14 contains 19638 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7109 members 
Mstep: Class 17 contains 321344 members 
Mstep: Class 18 contains 80745 members 
Mstep: Class 19 contains 54343 members 
Mstep: Class 20 contains 100264 members 
Mstep: Class 21 contains 100367 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 182384 members 
Mstep: Class 24 contains 65360 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976224.000000 Penalty: 95701.226562
Iteration 100F: 28 clusters Score -1.839762e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8526 members 
Mstep: Class 4 contains 189167 members 
Mstep: Class 5 contains 37019 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 13013 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83784 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322747 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 19634 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7109 members 
Mstep: Class 17 contains 321230 members 
Mstep: Class 18 contains 80775 members 
Mstep: Class 19 contains 54319 members 
Mstep: Class 20 contains 100288 members 
Mstep: Class 21 contains 100091 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 182851 members 
Mstep: Class 24 contains 65307 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976288.000000 Penalty: 95701.226562
Iteration 101Q: 28 clusters Score -1.839763e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8526 members 
Mstep: Class 4 contains 189155 members 
Mstep: Class 5 contains 36989 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12997 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83786 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322728 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 19629 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 321057 members 
Mstep: Class 18 contains 80800 members 
Mstep: Class 19 contains 54281 members 
Mstep: Class 20 contains 100301 members 
Mstep: Class 21 contains 99839 members 
Mstep: Class 22 contains 4730 members 
Mstep: Class 23 contains 183375 members 
Mstep: Class 24 contains 65261 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 5802 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976304.000000 Penalty: 95701.226562
Iteration 102Q: 28 clusters Score -1.839763e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 189129 members 
Mstep: Class 5 contains 36962 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83785 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322655 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 19626 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 320944 members 
Mstep: Class 18 contains 80823 members 
Mstep: Class 19 contains 54247 members 
Mstep: Class 20 contains 100299 members 
Mstep: Class 21 contains 99581 members 
Mstep: Class 22 contains 4731 members 
Mstep: Class 23 contains 183939 members 
Mstep: Class 24 contains 65207 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 5805 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976144.000000 Penalty: 95701.226562
Iteration 103Q: 28 clusters Score -1.839761e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 189091 members 
Mstep: Class 5 contains 36939 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83786 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322634 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 19622 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7112 members 
Mstep: Class 17 contains 320828 members 
Mstep: Class 18 contains 80829 members 
Mstep: Class 19 contains 54213 members 
Mstep: Class 20 contains 100281 members 
Mstep: Class 21 contains 99334 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 184455 members 
Mstep: Class 24 contains 65166 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976656.000000 Penalty: 95701.226562
Iteration 104Q: 28 clusters Score -1.839767e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 4 contains 189093 members 
Mstep: Class 5 contains 36920 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83784 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322648 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 14 contains 19616 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7116 members 
Mstep: Class 17 contains 320652 members 
Mstep: Class 18 contains 80839 members 
Mstep: Class 19 contains 54160 members 
Mstep: Class 20 contains 100274 members 
Mstep: Class 21 contains 99069 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 184959 members 
Mstep: Class 24 contains 65141 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5809 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976624.000000 Penalty: 95701.226562
Iteration 105Q: 28 clusters Score -1.839766e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8514 members 
Mstep: Class 4 contains 189076 members 
Mstep: Class 5 contains 36903 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12973 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83781 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322699 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 19603 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7116 members 
Mstep: Class 17 contains 320485 members 
Mstep: Class 18 contains 80850 members 
Mstep: Class 19 contains 54114 members 
Mstep: Class 20 contains 100255 members 
Mstep: Class 21 contains 98817 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 185461 members 
Mstep: Class 24 contains 65103 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5810 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976576.000000 Penalty: 95701.226562
Iteration 106Q: 28 clusters Score -1.839766e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 189042 members 
Mstep: Class 5 contains 36889 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12967 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83782 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322772 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 320352 members 
Mstep: Class 18 contains 80848 members 
Mstep: Class 19 contains 54079 members 
Mstep: Class 20 contains 100220 members 
Mstep: Class 21 contains 98585 members 
Mstep: Class 22 contains 4730 members 
Mstep: Class 23 contains 185919 members 
Mstep: Class 24 contains 65065 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5811 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976352.000000 Penalty: 95701.226562
Iteration 107Q: 28 clusters Score -1.839764e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8507 members 
Mstep: Class 4 contains 189017 members 
Mstep: Class 5 contains 36863 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12961 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83783 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322782 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 19590 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 320275 members 
Mstep: Class 18 contains 80851 members 
Mstep: Class 19 contains 54041 members 
Mstep: Class 20 contains 100187 members 
Mstep: Class 21 contains 98359 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 186387 members 
Mstep: Class 24 contains 65010 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 5812 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976832.000000 Penalty: 95701.226562
Iteration 108Q: 28 clusters Score -1.839768e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 188974 members 
Mstep: Class 5 contains 36847 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12955 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83786 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322794 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 19591 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 320168 members 
Mstep: Class 18 contains 80857 members 
Mstep: Class 19 contains 54007 members 
Mstep: Class 20 contains 100156 members 
Mstep: Class 21 contains 98149 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 186842 members 
Mstep: Class 24 contains 64966 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 5813 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976896.000000 Penalty: 95701.226562
Iteration 109Q: 28 clusters Score -1.839769e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 188909 members 
Mstep: Class 5 contains 36846 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 12947 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83788 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322805 members 
Mstep: Class 13 contains 2045 members 
Mstep: Class 14 contains 19587 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 320111 members 
Mstep: Class 18 contains 80859 members 
Mstep: Class 19 contains 53983 members 
Mstep: Class 20 contains 100113 members 
Mstep: Class 21 contains 97935 members 
Mstep: Class 22 contains 4730 members 
Mstep: Class 23 contains 187256 members 
Mstep: Class 24 contains 64925 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 5815 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976896.000000 Penalty: 95701.226562
Iteration 110Q: 28 clusters Score -1.839769e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8499 members 
Mstep: Class 4 contains 188854 members 
Mstep: Class 5 contains 36842 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12941 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83784 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322815 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 19581 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 320083 members 
Mstep: Class 18 contains 80862 members 
Mstep: Class 19 contains 53964 members 
Mstep: Class 20 contains 100072 members 
Mstep: Class 21 contains 97746 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 187618 members 
Mstep: Class 24 contains 64885 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 5818 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976912.000000 Penalty: 95701.226562
Iteration 111Q: 28 clusters Score -1.839769e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 188779 members 
Mstep: Class 5 contains 36837 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12941 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83782 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322805 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 19577 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 320081 members 
Mstep: Class 18 contains 80847 members 
Mstep: Class 19 contains 53931 members 
Mstep: Class 20 contains 100032 members 
Mstep: Class 21 contains 97570 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 188005 members 
Mstep: Class 24 contains 64841 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976848.000000 Penalty: 95701.226562
Iteration 112Q: 28 clusters Score -1.839768e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 188731 members 
Mstep: Class 5 contains 36827 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12939 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83780 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322786 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 19569 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 17 contains 320046 members 
Mstep: Class 18 contains 80843 members 
Mstep: Class 19 contains 53910 members 
Mstep: Class 20 contains 99985 members 
Mstep: Class 21 contains 97369 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 188413 members 
Mstep: Class 24 contains 64804 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 5827 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976736.000000 Penalty: 95701.226562
Iteration 113Q: 28 clusters Score -1.839767e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8495 members 
Mstep: Class 4 contains 188676 members 
Mstep: Class 5 contains 36819 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12932 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322789 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 19570 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 319987 members 
Mstep: Class 18 contains 80831 members 
Mstep: Class 19 contains 53880 members 
Mstep: Class 20 contains 99932 members 
Mstep: Class 21 contains 97188 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 188820 members 
Mstep: Class 24 contains 64767 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5832 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976896.000000 Penalty: 95701.226562
Iteration 114Q: 28 clusters Score -1.839769e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8498 members 
Mstep: Class 4 contains 188629 members 
Mstep: Class 5 contains 36813 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12933 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322815 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 19570 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 319925 members 
Mstep: Class 18 contains 80819 members 
Mstep: Class 19 contains 53857 members 
Mstep: Class 20 contains 99886 members 
Mstep: Class 21 contains 96990 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 189186 members 
Mstep: Class 24 contains 64734 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5836 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976960.000000 Penalty: 95701.226562
Iteration 115Q: 28 clusters Score -1.83977e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 188584 members 
Mstep: Class 5 contains 36807 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12935 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83783 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322845 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 19576 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7128 members 
Mstep: Class 17 contains 319849 members 
Mstep: Class 18 contains 80806 members 
Mstep: Class 19 contains 53837 members 
Mstep: Class 20 contains 99855 members 
Mstep: Class 21 contains 96774 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 189540 members 
Mstep: Class 24 contains 64706 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5839 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976704.000000 Penalty: 95701.226562
Iteration 116Q: 28 clusters Score -1.839767e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 188547 members 
Mstep: Class 5 contains 36788 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12929 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83786 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322890 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 19568 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 319783 members 
Mstep: Class 18 contains 80781 members 
Mstep: Class 19 contains 53814 members 
Mstep: Class 20 contains 99826 members 
Mstep: Class 21 contains 96582 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 189884 members 
Mstep: Class 24 contains 64676 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976544.000000 Penalty: 95701.226562
Iteration 117Q: 28 clusters Score -1.839765e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188498 members 
Mstep: Class 5 contains 36782 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12930 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83781 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322901 members 
Mstep: Class 13 contains 2247 members 
Mstep: Class 14 contains 19566 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319728 members 
Mstep: Class 18 contains 80770 members 
Mstep: Class 19 contains 53800 members 
Mstep: Class 20 contains 99795 members 
Mstep: Class 21 contains 96400 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 190227 members 
Mstep: Class 24 contains 64647 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183976512.000000 Penalty: 95701.226562
Iteration 118Q: 28 clusters Score -1.839765e+08 nChanged 1408
Entering ConstructFrom: 
Score: -183976512.000000 Penalty: 95701.226562
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84330.835938 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84330.84 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84808.992188 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84808.99 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85059.648438 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -85059.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85253.937500 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85253.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -85411.296875 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -85411.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -85533.656250 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85533.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85654.617188 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85654.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -85831.531250 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85831.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85952.539062 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85952.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86005.156250 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -86005.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -86036.398438 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -86036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86054.039062 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -86054.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -86058.820312 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -86058.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -86060.101562 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -86060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -86060.101562 Penalty: 3360.014893
	Iteration 14F: 3 clusters Score -86060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 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 819 members 
Entering Unmasked Estep 
Score: -176796.203125 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176796.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -177764.390625 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177764.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -178271.546875 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -178271.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -178714.718750 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -178714.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -179206.609375 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -179206.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -179464.718750 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -179464.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -179528.062500 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -179528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -179642.328125 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -179642.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -179987.031250 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -179987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -180986.203125 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -180986.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -182119.687500 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -182119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182136.734375 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -182136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182136.734375 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -182136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 190558 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 451 members 
Entering Unmasked Estep 
Score: -183975952.000000 Penalty: 99245.718750
Splitting cluster 2 changes total score from -183976512.000000 to -183975952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Entering Unmasked Estep 
Score: -963464.312500 Penalty: 2243.859619
	Iteration 0F: 2 clusters Score -963464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -956741.062500 Penalty: 4487.719238
	Iteration 0F: 3 clusters Score -956741.1 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -958540.500000 Penalty: 4487.719238
	Iteration 1F: 3 clusters Score -958540.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -958815.312500 Penalty: 4487.719238
	Iteration 2F: 3 clusters Score -958815.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -959085.062500 Penalty: 4487.719238
	Iteration 3F: 3 clusters Score -959085.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -959439.937500 Penalty: 4487.719238
	Iteration 4F: 3 clusters Score -959439.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -959940.500000 Penalty: 4487.719238
	Iteration 5F: 3 clusters Score -959940.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -960552.312500 Penalty: 4487.719238
	Iteration 6F: 3 clusters Score -960552.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -961147.062500 Penalty: 4487.719238
	Iteration 7F: 3 clusters Score -961147.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -961570.875000 Penalty: 4487.719238
	Iteration 8F: 3 clusters Score -961570.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -961800.750000 Penalty: 4487.719238
	Iteration 9Q: 3 clusters Score -961800.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -961918.812500 Penalty: 4487.719238
	Iteration 10Q: 3 clusters Score -961918.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -961972.625000 Penalty: 4487.719238
	Iteration 11Q: 3 clusters Score -961972.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -961999.062500 Penalty: 4487.719238
	Iteration 12Q: 3 clusters Score -961999.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -962014.312500 Penalty: 4487.719238
	Iteration 13Q: 3 clusters Score -962014.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -962019.250000 Penalty: 4487.719238
	Iteration 14Q: 3 clusters Score -962019.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -962031.062500 Penalty: 4487.719238
	Iteration 15Q: 3 clusters Score -962031.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -962038.125000 Penalty: 4487.719238
	Iteration 16Q: 3 clusters Score -962038.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -962044.500000 Penalty: 4487.719238
	Iteration 17Q: 3 clusters Score -962044.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -962049.750000 Penalty: 4487.719238
	Iteration 18Q: 3 clusters Score -962049.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -962052.875000 Penalty: 4487.719238
	Iteration 19Q: 3 clusters Score -962052.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -962060.687500 Penalty: 4487.719238
	Iteration 20F: 3 clusters Score -962060.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -962063.625000 Penalty: 4487.719238
	Iteration 21Q: 3 clusters Score -962063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -962066.437500 Penalty: 4487.719238
	Iteration 22Q: 3 clusters Score -962066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -962070.187500 Penalty: 4487.719238
	Iteration 23Q: 3 clusters Score -962070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -962072.187500 Penalty: 4487.719238
	Iteration 24Q: 3 clusters Score -962072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -962073.000000 Penalty: 4487.719238
	Iteration 25Q: 3 clusters Score -962073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -962073.000000 Penalty: 4487.719238
	Iteration 26Q: 3 clusters Score -962073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -962075.375000 Penalty: 4487.719238
	Iteration 27Q: 3 clusters Score -962075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -962076.375000 Penalty: 4487.719238
	Iteration 28Q: 3 clusters Score -962076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -962076.375000 Penalty: 4487.719238
	Iteration 29F: 3 clusters Score -962076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (188459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Entering Unmasked Estep 
Score: -22172804.000000 Penalty: 3012.365723
	Iteration 0F: 2 clusters Score -2.21728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -22048096.000000 Penalty: 6024.731445
	Iteration 0F: 3 clusters Score -2.20481e+07 nChanged 90455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -22101208.000000 Penalty: 6024.731445
	Iteration 1F: 3 clusters Score -2.210121e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -22102148.000000 Penalty: 6024.731445
	Iteration 2Q: 3 clusters Score -2.210215e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -22103234.000000 Penalty: 6024.731445
	Iteration 3Q: 3 clusters Score -2.210323e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -22104454.000000 Penalty: 6024.731445
	Iteration 4Q: 3 clusters Score -2.210445e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -22106180.000000 Penalty: 6024.731445
	Iteration 5Q: 3 clusters Score -2.210618e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 105385 members 
Entering Unmasked Estep 
Score: -22109100.000000 Penalty: 6024.731445
	Iteration 6Q: 3 clusters Score -2.21091e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -22113730.000000 Penalty: 6024.731445
	Iteration 7Q: 3 clusters Score -2.211373e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -22119978.000000 Penalty: 6024.731445
	Iteration 8F: 3 clusters Score -2.211998e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
Score: -22127686.000000 Penalty: 6024.731445
	Iteration 9F: 3 clusters Score -2.212769e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 137630 members 
Entering Unmasked Estep 
Score: -22136010.000000 Penalty: 6024.731445
	Iteration 10F: 3 clusters Score -2.213601e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -22144052.000000 Penalty: 6024.731445
	Iteration 11F: 3 clusters Score -2.214405e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 157798 members 
Entering Unmasked Estep 
Score: -22150932.000000 Penalty: 6024.731445
	Iteration 12F: 3 clusters Score -2.215093e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -22157066.000000 Penalty: 6024.731445
	Iteration 13Q: 3 clusters Score -2.215707e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 173435 members 
Entering Unmasked Estep 
Score: -22161670.000000 Penalty: 6024.731445
	Iteration 14Q: 3 clusters Score -2.216167e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 178643 members 
Entering Unmasked Estep 
Score: -22164886.000000 Penalty: 6024.731445
	Iteration 15Q: 3 clusters Score -2.216489e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 182166 members 
Entering Unmasked Estep 
Score: -22167078.000000 Penalty: 6024.731445
	Iteration 16Q: 3 clusters Score -2.216708e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -22168306.000000 Penalty: 6024.731445
	Iteration 17Q: 3 clusters Score -2.216831e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -22169086.000000 Penalty: 6024.731445
	Iteration 18Q: 3 clusters Score -2.216909e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 186422 members 
Entering Unmasked Estep 
Score: -22169478.000000 Penalty: 6024.731445
	Iteration 19Q: 3 clusters Score -2.216948e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 186873 members 
Entering Unmasked Estep 
Score: -22169816.000000 Penalty: 6024.731445
	Iteration 20F: 3 clusters Score -2.216982e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 187134 members 
Entering Unmasked Estep 
Score: -22169990.000000 Penalty: 6024.731445
	Iteration 21Q: 3 clusters Score -2.216999e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 187283 members 
Entering Unmasked Estep 
Score: -22170088.000000 Penalty: 6024.731445
	Iteration 22Q: 3 clusters Score -2.217009e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 187389 members 
Entering Unmasked Estep 
Score: -22170164.000000 Penalty: 6024.731445
	Iteration 23Q: 3 clusters Score -2.217016e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 187465 members 
Entering Unmasked Estep 
Score: -22170174.000000 Penalty: 6024.731445
	Iteration 24Q: 3 clusters Score -2.217017e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -22170276.000000 Penalty: 6024.731445
	Iteration 25Q: 3 clusters Score -2.217028e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 187574 members 
Entering Unmasked Estep 
Score: -22170304.000000 Penalty: 6024.731445
	Iteration 26Q: 3 clusters Score -2.21703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 187605 members 
Entering Unmasked Estep 
Score: -22170316.000000 Penalty: 6024.731445
	Iteration 27Q: 3 clusters Score -2.217032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 187631 members 
Entering Unmasked Estep 
Score: -22170324.000000 Penalty: 6024.731445
	Iteration 28Q: 3 clusters Score -2.217032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 187647 members 
Entering Unmasked Estep 
Score: -22170344.000000 Penalty: 6024.731445
	Iteration 29Q: 3 clusters Score -2.217034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -22170372.000000 Penalty: 6024.731445
	Iteration 30Q: 3 clusters Score -2.217037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 187670 members 
Entering Unmasked Estep 
Score: -22170356.000000 Penalty: 6024.731445
	Iteration 31Q: 3 clusters Score -2.217036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 187677 members 
Entering Unmasked Estep 
Score: -22170368.000000 Penalty: 6024.731445
	Iteration 32Q: 3 clusters Score -2.217037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 187680 members 
Entering Unmasked Estep 
Score: -22170376.000000 Penalty: 6024.731445
	Iteration 33Q: 3 clusters Score -2.217038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 187691 members 
Entering Unmasked Estep 
Score: -22170390.000000 Penalty: 6024.731445
	Iteration 34Q: 3 clusters Score -2.217039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 187701 members 
Entering Unmasked Estep 
Score: -22170396.000000 Penalty: 6024.731445
	Iteration 35Q: 3 clusters Score -2.21704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 187716 members 
Entering Unmasked Estep 
Score: -22170410.000000 Penalty: 6024.731445
	Iteration 36Q: 3 clusters Score -2.217041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 187724 members 
Entering Unmasked Estep 
Score: -22170406.000000 Penalty: 6024.731445
	Iteration 37Q: 3 clusters Score -2.217041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 187729 members 
Entering Unmasked Estep 
Score: -22170410.000000 Penalty: 6024.731445
	Iteration 38Q: 3 clusters Score -2.217041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 187736 members 
Entering Unmasked Estep 
Score: -22170414.000000 Penalty: 6024.731445
	Iteration 39Q: 3 clusters Score -2.217041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -22170416.000000 Penalty: 6024.731445
	Iteration 40F: 3 clusters Score -2.217042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 187742 members 
Entering Unmasked Estep 
Score: -22170426.000000 Penalty: 6024.731445
	Iteration 41Q: 3 clusters Score -2.217043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 187744 members 
Entering Unmasked Estep 
Score: -22170420.000000 Penalty: 6024.731445
	Iteration 42Q: 3 clusters Score -2.217042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 187744 members 
Entering Unmasked Estep 
Score: -22170426.000000 Penalty: 6024.731445
	Iteration 43Q: 3 clusters Score -2.217043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -22170426.000000 Penalty: 6024.731445
	Iteration 44Q: 3 clusters Score -2.217043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -22170430.000000 Penalty: 6024.731445
	Iteration 45Q: 3 clusters Score -2.217043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 187749 members 
Entering Unmasked Estep 
Score: -22170430.000000 Penalty: 6024.731445
	Iteration 46Q: 3 clusters Score -2.217043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 187755 members 
Entering Unmasked Estep 
Score: -22170454.000000 Penalty: 6024.731445
	Iteration 47Q: 3 clusters Score -2.217045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 187761 members 
Entering Unmasked Estep 
Score: -22170436.000000 Penalty: 6024.731445
	Iteration 48Q: 3 clusters Score -2.217044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 187767 members 
Entering Unmasked Estep 
Score: -22170436.000000 Penalty: 6024.731445
	Iteration 49Q: 3 clusters Score -2.217044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 187772 members 
Entering Unmasked Estep 
Score: -22170438.000000 Penalty: 6024.731445
	Iteration 50Q: 3 clusters Score -2.217044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 187774 members 
Entering Unmasked Estep 
Score: -22170436.000000 Penalty: 6024.731445
	Iteration 51Q: 3 clusters Score -2.217044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 187777 members 
Entering Unmasked Estep 
Score: -22170434.000000 Penalty: 6024.731445
	Iteration 52Q: 3 clusters Score -2.217043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 187777 members 
Entering Unmasked Estep 
Score: -22170438.000000 Penalty: 6024.731445
	Iteration 53Q: 3 clusters Score -2.217044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
Score: -22170434.000000 Penalty: 6024.731445
	Iteration 54Q: 3 clusters Score -2.217043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
Score: -22170434.000000 Penalty: 6024.731445
	Iteration 55F: 3 clusters Score -2.217043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Entering Unmasked Estep 
Score: -4383680.500000 Penalty: 2607.152100
	Iteration 0F: 2 clusters Score -4383680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4358484.500000 Penalty: 5214.304199
	Iteration 0F: 3 clusters Score -4358484 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4367937.000000 Penalty: 5214.304199
	Iteration 1F: 3 clusters Score -4367937 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4368398.000000 Penalty: 5214.304199
	Iteration 2Q: 3 clusters Score -4368398 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4368763.500000 Penalty: 5214.304199
	Iteration 3Q: 3 clusters Score -4368764 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4369110.000000 Penalty: 5214.304199
	Iteration 4Q: 3 clusters Score -4369110 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4369537.000000 Penalty: 5214.304199
	Iteration 5Q: 3 clusters Score -4369537 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4370092.500000 Penalty: 5214.304199
	Iteration 6Q: 3 clusters Score -4370092 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4370895.500000 Penalty: 5214.304199
	Iteration 7Q: 3 clusters Score -4370896 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4372014.500000 Penalty: 5214.304199
	Iteration 8Q: 3 clusters Score -4372014 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4373446.500000 Penalty: 5214.304199
	Iteration 9F: 3 clusters Score -4373446 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4375102.500000 Penalty: 5214.304199
	Iteration 10F: 3 clusters Score -4375102 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4376584.500000 Penalty: 5214.304199
	Iteration 11Q: 3 clusters Score -4376584 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4377674.000000 Penalty: 5214.304199
	Iteration 12Q: 3 clusters Score -4377674 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4378360.000000 Penalty: 5214.304199
	Iteration 13Q: 3 clusters Score -4378360 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4378872.000000 Penalty: 5214.304199
	Iteration 14Q: 3 clusters Score -4378872 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4379306.500000 Penalty: 5214.304199
	Iteration 15Q: 3 clusters Score -4379306 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4379683.500000 Penalty: 5214.304199
	Iteration 16Q: 3 clusters Score -4379684 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4379984.500000 Penalty: 5214.304199
	Iteration 17Q: 3 clusters Score -4379984 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4380261.500000 Penalty: 5214.304199
	Iteration 18Q: 3 clusters Score -4380262 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4380467.500000 Penalty: 5214.304199
	Iteration 19Q: 3 clusters Score -4380468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4380656.500000 Penalty: 5214.304199
	Iteration 20F: 3 clusters Score -4380656 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4380840.000000 Penalty: 5214.304199
	Iteration 21Q: 3 clusters Score -4380840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4381002.000000 Penalty: 5214.304199
	Iteration 22Q: 3 clusters Score -4381002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4381088.000000 Penalty: 5214.304199
	Iteration 23Q: 3 clusters Score -4381088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4381176.500000 Penalty: 5214.304199
	Iteration 24Q: 3 clusters Score -4381176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4381232.000000 Penalty: 5214.304199
	Iteration 25Q: 3 clusters Score -4381232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4381281.000000 Penalty: 5214.304199
	Iteration 26Q: 3 clusters Score -4381281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4381336.500000 Penalty: 5214.304199
	Iteration 27Q: 3 clusters Score -4381336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4381366.000000 Penalty: 5214.304199
	Iteration 28Q: 3 clusters Score -4381366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4381402.000000 Penalty: 5214.304199
	Iteration 29Q: 3 clusters Score -4381402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4381417.000000 Penalty: 5214.304199
	Iteration 30Q: 3 clusters Score -4381417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4381431.000000 Penalty: 5214.304199
	Iteration 31Q: 3 clusters Score -4381431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4381439.500000 Penalty: 5214.304199
	Iteration 32Q: 3 clusters Score -4381440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4381451.000000 Penalty: 5214.304199
	Iteration 33Q: 3 clusters Score -4381451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4381458.500000 Penalty: 5214.304199
	Iteration 34Q: 3 clusters Score -4381458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4381466.500000 Penalty: 5214.304199
	Iteration 35Q: 3 clusters Score -4381466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4381484.500000 Penalty: 5214.304199
	Iteration 36Q: 3 clusters Score -4381484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4381494.000000 Penalty: 5214.304199
	Iteration 37Q: 3 clusters Score -4381494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4381498.500000 Penalty: 5214.304199
	Iteration 38Q: 3 clusters Score -4381498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4381493.500000 Penalty: 5214.304199
	Iteration 39Q: 3 clusters Score -4381494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4381505.000000 Penalty: 5214.304199
	Iteration 40F: 3 clusters Score -4381505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4381506.000000 Penalty: 5214.304199
	Iteration 41Q: 3 clusters Score -4381506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4381518.000000 Penalty: 5214.304199
	Iteration 42Q: 3 clusters Score -4381518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4381513.500000 Penalty: 5214.304199
	Iteration 43Q: 3 clusters Score -4381514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4381513.000000 Penalty: 5214.304199
	Iteration 44Q: 3 clusters Score -4381513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4381513.000000 Penalty: 5214.304199
	Iteration 45F: 3 clusters Score -4381513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -154726.515625 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -154726.5 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 683 members 
Entering Unmasked Estep 
Score: -152498.406250 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -152498.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152827.046875 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -152827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152929.781250 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -152929.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152969.656250 Penalty: 3588.509766
	Iteration 3Q: 3 clusters Score -152969.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -152996.171875 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -152996.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153008.203125 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -153008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153017.187500 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -153017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -153027.015625 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -153027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153032.937500 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -153032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153036.421875 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -153036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153040.812500 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -153040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153047.343750 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -153047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153050.796875 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -153050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153053.375000 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -153053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153054.609375 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -153054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -153054.609375 Penalty: 3588.509766
	Iteration 15F: 3 clusters Score -153054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -274587.875000 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -274587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -271665.250000 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -271665.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -272419.843750 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -272419.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272820.125000 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -272820.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -273295.156250 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -273295.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273696.187500 Penalty: 3902.274170
	Iteration 4F: 3 clusters Score -273696.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -273971.250000 Penalty: 3902.274170
	Iteration 5F: 3 clusters Score -273971.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -274263.312500 Penalty: 3902.274170
	Iteration 6F: 3 clusters Score -274263.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -274517.218750 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -274517.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -274700.906250 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -274700.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -274811.281250 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -274811.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274868.187500 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -274868.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -274900.781250 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -274900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -274928.906250 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -274928.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -274949.187500 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -274949.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -274962.875000 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -274962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -274970.843750 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -274970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -274979.718750 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -274979.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -274987.375000 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -274987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -274993.031250 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -274993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -274999.875000 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -274999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -275003.906250 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -275003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -275008.687500 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -275008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -275012.468750 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -275012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -275015.812500 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -275015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -275018.656250 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -275018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275019.781250 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -275019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -275021.500000 Penalty: 3902.274170
	Iteration 26Q: 3 clusters Score -275021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275022.937500 Penalty: 3902.274170
	Iteration 27Q: 3 clusters Score -275022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -275023.750000 Penalty: 3902.274170
	Iteration 28Q: 3 clusters Score -275023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -275024.718750 Penalty: 3902.274170
	Iteration 29Q: 3 clusters Score -275024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -275026.093750 Penalty: 3902.274170
	Iteration 30Q: 3 clusters Score -275026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -275026.968750 Penalty: 3902.274170
	Iteration 31Q: 3 clusters Score -275027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -275029.437500 Penalty: 3902.274170
	Iteration 32Q: 3 clusters Score -275029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -275031.437500 Penalty: 3902.274170
	Iteration 33Q: 3 clusters Score -275031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -275032.437500 Penalty: 3902.274170
	Iteration 34Q: 3 clusters Score -275032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -275034.125000 Penalty: 3902.274170
	Iteration 35Q: 3 clusters Score -275034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275035.343750 Penalty: 3902.274170
	Iteration 36Q: 3 clusters Score -275035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -275035.968750 Penalty: 3902.274170
	Iteration 37Q: 3 clusters Score -275036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -275037.031250 Penalty: 3902.274170
	Iteration 38Q: 3 clusters Score -275037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -275037.750000 Penalty: 3902.274170
	Iteration 39Q: 3 clusters Score -275037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275041.593750 Penalty: 3902.274170
	Iteration 40F: 3 clusters Score -275041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275044.937500 Penalty: 3902.274170
	Iteration 41Q: 3 clusters Score -275044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275046.031250 Penalty: 3902.274170
	Iteration 42Q: 3 clusters Score -275046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -275046.531250 Penalty: 3902.274170
	Iteration 43Q: 3 clusters Score -275046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -275046.937500 Penalty: 3902.274170
	Iteration 44Q: 3 clusters Score -275046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -275048.406250 Penalty: 3902.274170
	Iteration 45Q: 3 clusters Score -275048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -275051.125000 Penalty: 3902.274170
	Iteration 46Q: 3 clusters Score -275051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -275054.125000 Penalty: 3902.274170
	Iteration 47Q: 3 clusters Score -275054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -275056.156250 Penalty: 3902.274170
	Iteration 48Q: 3 clusters Score -275056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -275059.218750 Penalty: 3902.274170
	Iteration 49Q: 3 clusters Score -275059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -275063.125000 Penalty: 3902.274170
	Iteration 50Q: 3 clusters Score -275063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -275065.406250 Penalty: 3902.274170
	Iteration 51Q: 3 clusters Score -275065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -275066.906250 Penalty: 3902.274170
	Iteration 52Q: 3 clusters Score -275066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -275068.062500 Penalty: 3902.274170
	Iteration 53Q: 3 clusters Score -275068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -275069.000000 Penalty: 3902.274170
	Iteration 54Q: 3 clusters Score -275069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -275069.000000 Penalty: 3902.274170
	Iteration 55F: 3 clusters Score -275069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 190558 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 1338 members 
Entering Unmasked Estep 
Score: -183975872.000000 Penalty: 99245.718750
Splitting cluster 7 changes total score from -183976512.000000 to -183975872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Entering Unmasked Estep 
Score: -1403974.500000 Penalty: 2347.738281
	Iteration 0F: 2 clusters Score -1403974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1394436.500000 Penalty: 4695.476562
	Iteration 0F: 3 clusters Score -1394436 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1397557.125000 Penalty: 4695.476562
	Iteration 1F: 3 clusters Score -1397557 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1398111.750000 Penalty: 4695.476562
	Iteration 2F: 3 clusters Score -1398112 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1398604.375000 Penalty: 4695.476562
	Iteration 3F: 3 clusters Score -1398604 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1399088.375000 Penalty: 4695.476562
	Iteration 4F: 3 clusters Score -1399088 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1399624.125000 Penalty: 4695.476562
	Iteration 5F: 3 clusters Score -1399624 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1400101.000000 Penalty: 4695.476562
	Iteration 6F: 3 clusters Score -1400101 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1400417.250000 Penalty: 4695.476562
	Iteration 7Q: 3 clusters Score -1400417 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1400672.250000 Penalty: 4695.476562
	Iteration 8Q: 3 clusters Score -1400672 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1400868.500000 Penalty: 4695.476562
	Iteration 9Q: 3 clusters Score -1400868 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1401032.750000 Penalty: 4695.476562
	Iteration 10Q: 3 clusters Score -1401033 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1401202.250000 Penalty: 4695.476562
	Iteration 11Q: 3 clusters Score -1401202 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1401360.500000 Penalty: 4695.476562
	Iteration 12Q: 3 clusters Score -1401360 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1401506.125000 Penalty: 4695.476562
	Iteration 13Q: 3 clusters Score -1401506 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1401641.750000 Penalty: 4695.476562
	Iteration 14Q: 3 clusters Score -1401642 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1401818.375000 Penalty: 4695.476562
	Iteration 15Q: 3 clusters Score -1401818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1402032.375000 Penalty: 4695.476562
	Iteration 16Q: 3 clusters Score -1402032 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1402259.375000 Penalty: 4695.476562
	Iteration 17Q: 3 clusters Score -1402259 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1402484.375000 Penalty: 4695.476562
	Iteration 18Q: 3 clusters Score -1402484 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1402686.625000 Penalty: 4695.476562
	Iteration 19Q: 3 clusters Score -1402687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1402822.500000 Penalty: 4695.476562
	Iteration 20F: 3 clusters Score -1402822 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1402954.750000 Penalty: 4695.476562
	Iteration 21Q: 3 clusters Score -1402955 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1403064.375000 Penalty: 4695.476562
	Iteration 22Q: 3 clusters Score -1403064 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1403158.000000 Penalty: 4695.476562
	Iteration 23Q: 3 clusters Score -1403158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1403229.750000 Penalty: 4695.476562
	Iteration 24Q: 3 clusters Score -1403230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1403275.500000 Penalty: 4695.476562
	Iteration 25Q: 3 clusters Score -1403276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1403320.375000 Penalty: 4695.476562
	Iteration 26Q: 3 clusters Score -1403320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1403354.875000 Penalty: 4695.476562
	Iteration 27Q: 3 clusters Score -1403355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1403387.375000 Penalty: 4695.476562
	Iteration 28Q: 3 clusters Score -1403387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1403424.625000 Penalty: 4695.476562
	Iteration 29Q: 3 clusters Score -1403425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1403459.625000 Penalty: 4695.476562
	Iteration 30Q: 3 clusters Score -1403460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1403486.000000 Penalty: 4695.476562
	Iteration 31Q: 3 clusters Score -1403486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1403514.000000 Penalty: 4695.476562
	Iteration 32Q: 3 clusters Score -1403514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1403538.375000 Penalty: 4695.476562
	Iteration 33Q: 3 clusters Score -1403538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1403554.625000 Penalty: 4695.476562
	Iteration 34Q: 3 clusters Score -1403555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1403574.375000 Penalty: 4695.476562
	Iteration 35Q: 3 clusters Score -1403574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1403600.250000 Penalty: 4695.476562
	Iteration 36Q: 3 clusters Score -1403600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1403621.250000 Penalty: 4695.476562
	Iteration 37Q: 3 clusters Score -1403621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1403640.375000 Penalty: 4695.476562
	Iteration 38Q: 3 clusters Score -1403640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1403660.250000 Penalty: 4695.476562
	Iteration 39Q: 3 clusters Score -1403660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1403681.000000 Penalty: 4695.476562
	Iteration 40F: 3 clusters Score -1403681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1403717.250000 Penalty: 4695.476562
	Iteration 41Q: 3 clusters Score -1403717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1403784.125000 Penalty: 4695.476562
	Iteration 42Q: 3 clusters Score -1403784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1403864.000000 Penalty: 4695.476562
	Iteration 43Q: 3 clusters Score -1403864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1403928.750000 Penalty: 4695.476562
	Iteration 44Q: 3 clusters Score -1403929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1403959.750000 Penalty: 4695.476562
	Iteration 45Q: 3 clusters Score -1403960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1403969.000000 Penalty: 4695.476562
	Iteration 46Q: 3 clusters Score -1403969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1403981.500000 Penalty: 4695.476562
	Iteration 47Q: 3 clusters Score -1403982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1403984.875000 Penalty: 4695.476562
	Iteration 48Q: 3 clusters Score -1403985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1403986.750000 Penalty: 4695.476562
	Iteration 49Q: 3 clusters Score -1403987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1403989.625000 Penalty: 4695.476562
	Iteration 50Q: 3 clusters Score -1403990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1403992.000000 Penalty: 4695.476562
	Iteration 51Q: 3 clusters Score -1403992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1403992.000000 Penalty: 4695.476562
	Iteration 52F: 3 clusters Score -1403992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 11709 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 190558 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 1213 members 
Entering Unmasked Estep 
Score: -183975872.000000 Penalty: 99245.718750
Splitting cluster 8 changes total score from -183976512.000000 to -183975872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -52398.488281 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -52398.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50875.640625 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -50875.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51043.148438 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -51043.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51118.343750 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -51118.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51160.042969 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -51160.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51178.289062 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -51178.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51184.222656 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -51184.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51185.847656 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -51185.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51185.847656 Penalty: 3078.461670
	Iteration 7F: 3 clusters Score -51185.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Entering Unmasked Estep 
Score: -9751077.000000 Penalty: 2811.309570
	Iteration 0F: 2 clusters Score -9751077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -9695124.000000 Penalty: 5622.619141
	Iteration 0F: 3 clusters Score -9695124 nChanged 39414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -9718302.000000 Penalty: 5622.619141
	Iteration 1F: 3 clusters Score -9718302 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9720053.000000 Penalty: 5622.619141
	Iteration 2Q: 3 clusters Score -9720053 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -9722306.000000 Penalty: 5622.619141
	Iteration 3F: 3 clusters Score -9722306 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -9725420.000000 Penalty: 5622.619141
	Iteration 4F: 3 clusters Score -9725420 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -9729275.000000 Penalty: 5622.619141
	Iteration 5F: 3 clusters Score -9729275 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -9732959.000000 Penalty: 5622.619141
	Iteration 6F: 3 clusters Score -9732959 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -9735974.000000 Penalty: 5622.619141
	Iteration 7F: 3 clusters Score -9735974 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -9738475.000000 Penalty: 5622.619141
	Iteration 8F: 3 clusters Score -9738475 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -9740681.000000 Penalty: 5622.619141
	Iteration 9Q: 3 clusters Score -9740681 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -9742490.000000 Penalty: 5622.619141
	Iteration 10Q: 3 clusters Score -9742490 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -9744177.000000 Penalty: 5622.619141
	Iteration 11Q: 3 clusters Score -9744177 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -9745687.000000 Penalty: 5622.619141
	Iteration 12Q: 3 clusters Score -9745687 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -9746834.000000 Penalty: 5622.619141
	Iteration 13Q: 3 clusters Score -9746834 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -9747673.000000 Penalty: 5622.619141
	Iteration 14Q: 3 clusters Score -9747673 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -9748271.000000 Penalty: 5622.619141
	Iteration 15Q: 3 clusters Score -9748271 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9748691.000000 Penalty: 5622.619141
	Iteration 16Q: 3 clusters Score -9748691 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9748935.000000 Penalty: 5622.619141
	Iteration 17Q: 3 clusters Score -9748935 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9749173.000000 Penalty: 5622.619141
	Iteration 18Q: 3 clusters Score -9749173 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9749259.000000 Penalty: 5622.619141
	Iteration 19Q: 3 clusters Score -9749259 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9749308.000000 Penalty: 5622.619141
	Iteration 20F: 3 clusters Score -9749308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9749365.000000 Penalty: 5622.619141
	Iteration 21Q: 3 clusters Score -9749365 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9749386.000000 Penalty: 5622.619141
	Iteration 22Q: 3 clusters Score -9749386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9749410.000000 Penalty: 5622.619141
	Iteration 23Q: 3 clusters Score -9749410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9749422.000000 Penalty: 5622.619141
	Iteration 24Q: 3 clusters Score -9749422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9749417.000000 Penalty: 5622.619141
	Iteration 25Q: 3 clusters Score -9749417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9749425.000000 Penalty: 5622.619141
	Iteration 26Q: 3 clusters Score -9749425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9749430.000000 Penalty: 5622.619141
	Iteration 27Q: 3 clusters Score -9749430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9749441.000000 Penalty: 5622.619141
	Iteration 28Q: 3 clusters Score -9749441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9749441.000000 Penalty: 5622.619141
	Iteration 29Q: 3 clusters Score -9749441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9749440.000000 Penalty: 5622.619141
	Iteration 30Q: 3 clusters Score -9749440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9749452.000000 Penalty: 5622.619141
	Iteration 31Q: 3 clusters Score -9749452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9749451.000000 Penalty: 5622.619141
	Iteration 32Q: 3 clusters Score -9749451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9749451.000000 Penalty: 5622.619141
	Iteration 33Q: 3 clusters Score -9749451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9749450.000000 Penalty: 5622.619141
	Iteration 34Q: 3 clusters Score -9749450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9749460.000000 Penalty: 5622.619141
	Iteration 35Q: 3 clusters Score -9749460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9749452.000000 Penalty: 5622.619141
	Iteration 36Q: 3 clusters Score -9749452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9749458.000000 Penalty: 5622.619141
	Iteration 37Q: 3 clusters Score -9749458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9749460.000000 Penalty: 5622.619141
	Iteration 38Q: 3 clusters Score -9749460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9749460.000000 Penalty: 5622.619141
	Iteration 39Q: 3 clusters Score -9749460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9749461.000000 Penalty: 5622.619141
	Iteration 40F: 3 clusters Score -9749461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -141762.125000 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141762.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142252.875000 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142252.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142486.031250 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -142766.578125 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -142766.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142932.203125 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -142932.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143052.171875 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -143052.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143172.359375 Penalty: 3554.468018
	Iteration 6F: 3 clusters Score -143172.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -143308.437500 Penalty: 3554.468018
	Iteration 7F: 3 clusters Score -143308.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -143435.734375 Penalty: 3554.468018
	Iteration 8F: 3 clusters Score -143435.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -143530.234375 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -143530.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -143591.796875 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -143591.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -143646.750000 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -143646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -143673.250000 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -143673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -143689.937500 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -143689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -143705.218750 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -143705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -143714.906250 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -143714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -143716.265625 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -143716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -143731.781250 Penalty: 3554.468018
	Iteration 17F: 3 clusters Score -143731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -143747.296875 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -143747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -143747.296875 Penalty: 3554.468018
	Iteration 19F: 3 clusters Score -143747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (322933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322933 members 
Entering Unmasked Estep 
Score: -37894188.000000 Penalty: 3145.929443
	Iteration 0F: 2 clusters Score -3.789419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -37689428.000000 Penalty: 6291.858887
	Iteration 0F: 3 clusters Score -3.768943e+07 nChanged 156398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -37783784.000000 Penalty: 6291.858887
	Iteration 1F: 3 clusters Score -3.778378e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165438 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -37786148.000000 Penalty: 6291.858887
	Iteration 2Q: 3 clusters Score -3.778615e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -37789104.000000 Penalty: 6291.858887
	Iteration 3Q: 3 clusters Score -3.77891e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168945 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -37793400.000000 Penalty: 6291.858887
	Iteration 4Q: 3 clusters Score -3.77934e+07 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171055 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -37799676.000000 Penalty: 6291.858887
	Iteration 5Q: 3 clusters Score -3.779968e+07 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172905 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -37809992.000000 Penalty: 6291.858887
	Iteration 6F: 3 clusters Score -3.780999e+07 nChanged 20928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173939 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -37825168.000000 Penalty: 6291.858887
	Iteration 7F: 3 clusters Score -3.782517e+07 nChanged 22153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173432 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -37841048.000000 Penalty: 6291.858887
	Iteration 8F: 3 clusters Score -3.784105e+07 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171776 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -37849560.000000 Penalty: 6291.858887
	Iteration 9F: 3 clusters Score -3.784956e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -37852912.000000 Penalty: 6291.858887
	Iteration 10Q: 3 clusters Score -3.785291e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166954 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -37853992.000000 Penalty: 6291.858887
	Iteration 11Q: 3 clusters Score -3.785399e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 158488 members 
Entering Unmasked Estep 
Score: -37854872.000000 Penalty: 6291.858887
	Iteration 12Q: 3 clusters Score -3.785487e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161636 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -37855784.000000 Penalty: 6291.858887
	Iteration 13Q: 3 clusters Score -3.785578e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -37856880.000000 Penalty: 6291.858887
	Iteration 14Q: 3 clusters Score -3.785688e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -37858596.000000 Penalty: 6291.858887
	Iteration 15Q: 3 clusters Score -3.78586e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -37860564.000000 Penalty: 6291.858887
	Iteration 16Q: 3 clusters Score -3.786056e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149619 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -37863056.000000 Penalty: 6291.858887
	Iteration 17Q: 3 clusters Score -3.786306e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146365 members 
Mstep: Class 2 contains 176568 members 
Entering Unmasked Estep 
Score: -37865912.000000 Penalty: 6291.858887
	Iteration 18Q: 3 clusters Score -3.786591e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 179769 members 
Entering Unmasked Estep 
Score: -37868556.000000 Penalty: 6291.858887
	Iteration 19Q: 3 clusters Score -3.786856e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 182959 members 
Entering Unmasked Estep 
Score: -37871440.000000 Penalty: 6291.858887
	Iteration 20F: 3 clusters Score -3.787144e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136899 members 
Mstep: Class 2 contains 186034 members 
Entering Unmasked Estep 
Score: -37874032.000000 Penalty: 6291.858887
	Iteration 21Q: 3 clusters Score -3.787403e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134152 members 
Mstep: Class 2 contains 188781 members 
Entering Unmasked Estep 
Score: -37876240.000000 Penalty: 6291.858887
	Iteration 22Q: 3 clusters Score -3.787624e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 191379 members 
Entering Unmasked Estep 
Score: -37877976.000000 Penalty: 6291.858887
	Iteration 23Q: 3 clusters Score -3.787798e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 193758 members 
Entering Unmasked Estep 
Score: -37879448.000000 Penalty: 6291.858887
	Iteration 24Q: 3 clusters Score -3.787945e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Mstep: Class 2 contains 196057 members 
Entering Unmasked Estep 
Score: -37880444.000000 Penalty: 6291.858887
	Iteration 25Q: 3 clusters Score -3.788044e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 198392 members 
Entering Unmasked Estep 
Score: -37881084.000000 Penalty: 6291.858887
	Iteration 26Q: 3 clusters Score -3.788108e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Mstep: Class 2 contains 200772 members 
Entering Unmasked Estep 
Score: -37881696.000000 Penalty: 6291.858887
	Iteration 27Q: 3 clusters Score -3.78817e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 203010 members 
Entering Unmasked Estep 
Score: -37882140.000000 Penalty: 6291.858887
	Iteration 28Q: 3 clusters Score -3.788214e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 205270 members 
Entering Unmasked Estep 
Score: -37882284.000000 Penalty: 6291.858887
	Iteration 29Q: 3 clusters Score -3.788228e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -37882328.000000 Penalty: 6291.858887
	Iteration 30Q: 3 clusters Score -3.788233e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113024 members 
Mstep: Class 2 contains 209909 members 
Entering Unmasked Estep 
Score: -37882324.000000 Penalty: 6291.858887
	Iteration 31Q: 3 clusters Score -3.788232e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
Score: -37882540.000000 Penalty: 6291.858887
	Iteration 32Q: 3 clusters Score -3.788254e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 214640 members 
Entering Unmasked Estep 
Score: -37882524.000000 Penalty: 6291.858887
	Iteration 33Q: 3 clusters Score -3.788252e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 217050 members 
Entering Unmasked Estep 
Score: -37882376.000000 Penalty: 6291.858887
	Iteration 34Q: 3 clusters Score -3.788238e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 219533 members 
Entering Unmasked Estep 
Score: -37882284.000000 Penalty: 6291.858887
	Iteration 35Q: 3 clusters Score -3.788228e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -37882264.000000 Penalty: 6291.858887
	Iteration 36Q: 3 clusters Score -3.788226e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 224575 members 
Entering Unmasked Estep 
Score: -37882160.000000 Penalty: 6291.858887
	Iteration 37Q: 3 clusters Score -3.788216e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 227153 members 
Entering Unmasked Estep 
Score: -37882132.000000 Penalty: 6291.858887
	Iteration 38Q: 3 clusters Score -3.788213e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 229678 members 
Entering Unmasked Estep 
Score: -37881784.000000 Penalty: 6291.858887
	Iteration 39Q: 3 clusters Score -3.788178e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 232224 members 
Entering Unmasked Estep 
Score: -37881868.000000 Penalty: 6291.858887
	Iteration 40F: 3 clusters Score -3.788187e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 234862 members 
Entering Unmasked Estep 
Score: -37881764.000000 Penalty: 6291.858887
	Iteration 41Q: 3 clusters Score -3.788176e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 237540 members 
Entering Unmasked Estep 
Score: -37881936.000000 Penalty: 6291.858887
	Iteration 42Q: 3 clusters Score -3.788194e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 240307 members 
Entering Unmasked Estep 
Score: -37882112.000000 Penalty: 6291.858887
	Iteration 43Q: 3 clusters Score -3.788211e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 243117 members 
Entering Unmasked Estep 
Score: -37881980.000000 Penalty: 6291.858887
	Iteration 44Q: 3 clusters Score -3.788198e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76961 members 
Mstep: Class 2 contains 245972 members 
Entering Unmasked Estep 
Score: -37882016.000000 Penalty: 6291.858887
	Iteration 45Q: 3 clusters Score -3.788202e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 248909 members 
Entering Unmasked Estep 
Score: -37882080.000000 Penalty: 6291.858887
	Iteration 46Q: 3 clusters Score -3.788208e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 251994 members 
Entering Unmasked Estep 
Score: -37882104.000000 Penalty: 6291.858887
	Iteration 47Q: 3 clusters Score -3.78821e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 255198 members 
Entering Unmasked Estep 
Score: -37882404.000000 Penalty: 6291.858887
	Iteration 48Q: 3 clusters Score -3.78824e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 258507 members 
Entering Unmasked Estep 
Score: -37882496.000000 Penalty: 6291.858887
	Iteration 49Q: 3 clusters Score -3.78825e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 261868 members 
Entering Unmasked Estep 
Score: -37882756.000000 Penalty: 6291.858887
	Iteration 50Q: 3 clusters Score -3.788276e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 265305 members 
Entering Unmasked Estep 
Score: -37883040.000000 Penalty: 6291.858887
	Iteration 51Q: 3 clusters Score -3.788304e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 268857 members 
Entering Unmasked Estep 
Score: -37883396.000000 Penalty: 6291.858887
	Iteration 52Q: 3 clusters Score -3.78834e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 272550 members 
Entering Unmasked Estep 
Score: -37883916.000000 Penalty: 6291.858887
	Iteration 53Q: 3 clusters Score -3.788392e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 276401 members 
Entering Unmasked Estep 
Score: -37884468.000000 Penalty: 6291.858887
	Iteration 54Q: 3 clusters Score -3.788447e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 280293 members 
Entering Unmasked Estep 
Score: -37885140.000000 Penalty: 6291.858887
	Iteration 55Q: 3 clusters Score -3.788514e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 284169 members 
Entering Unmasked Estep 
Score: -37886052.000000 Penalty: 6291.858887
	Iteration 56Q: 3 clusters Score -3.788605e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 288064 members 
Entering Unmasked Estep 
Score: -37886832.000000 Penalty: 6291.858887
	Iteration 57Q: 3 clusters Score -3.788683e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 291804 members 
Entering Unmasked Estep 
Score: -37887436.000000 Penalty: 6291.858887
	Iteration 58Q: 3 clusters Score -3.788744e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 295468 members 
Entering Unmasked Estep 
Score: -37888440.000000 Penalty: 6291.858887
	Iteration 59Q: 3 clusters Score -3.788844e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 298993 members 
Entering Unmasked Estep 
Score: -37890228.000000 Penalty: 6291.858887
	Iteration 60F: 3 clusters Score -3.789023e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 302328 members 
Entering Unmasked Estep 
Score: -37891868.000000 Penalty: 6291.858887
	Iteration 61Q: 3 clusters Score -3.789187e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 305389 members 
Entering Unmasked Estep 
Score: -37893148.000000 Penalty: 6291.858887
	Iteration 62Q: 3 clusters Score -3.789315e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 308276 members 
Entering Unmasked Estep 
Score: -37894184.000000 Penalty: 6291.858887
	Iteration 63Q: 3 clusters Score -3.789418e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 310874 members 
Entering Unmasked Estep 
Score: -37894584.000000 Penalty: 6291.858887
	Iteration 64Q: 3 clusters Score -3.789458e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 313137 members 
Entering Unmasked Estep 
Score: -37894724.000000 Penalty: 6291.858887
	Iteration 65Q: 3 clusters Score -3.789472e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 315089 members 
Entering Unmasked Estep 
Score: -37894528.000000 Penalty: 6291.858887
	Iteration 66Q: 3 clusters Score -3.789453e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 316755 members 
Entering Unmasked Estep 
Score: -37894016.000000 Penalty: 6291.858887
	Iteration 67Q: 3 clusters Score -3.789402e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 318052 members 
Entering Unmasked Estep 
Score: -37893704.000000 Penalty: 6291.858887
	Iteration 68Q: 3 clusters Score -3.78937e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 319067 members 
Entering Unmasked Estep 
Score: -37893216.000000 Penalty: 6291.858887
	Iteration 69Q: 3 clusters Score -3.789322e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 319858 members 
Entering Unmasked Estep 
Score: -37893064.000000 Penalty: 6291.858887
	Iteration 70Q: 3 clusters Score -3.789306e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 320490 members 
Entering Unmasked Estep 
Score: -37892876.000000 Penalty: 6291.858887
	Iteration 71Q: 3 clusters Score -3.789288e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 320964 members 
Entering Unmasked Estep 
Score: -37892744.000000 Penalty: 6291.858887
	Iteration 72Q: 3 clusters Score -3.789274e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 321327 members 
Entering Unmasked Estep 
Score: -37892536.000000 Penalty: 6291.858887
	Iteration 73Q: 3 clusters Score -3.789254e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 321586 members 
Entering Unmasked Estep 
Score: -37892480.000000 Penalty: 6291.858887
	Iteration 74Q: 3 clusters Score -3.789248e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 321745 members 
Entering Unmasked Estep 
Score: -37892432.000000 Penalty: 6291.858887
	Iteration 75Q: 3 clusters Score -3.789243e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 321856 members 
Entering Unmasked Estep 
Score: -37892400.000000 Penalty: 6291.858887
	Iteration 76Q: 3 clusters Score -3.78924e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 321941 members 
Entering Unmasked Estep 
Score: -37892340.000000 Penalty: 6291.858887
	Iteration 77Q: 3 clusters Score -3.789234e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 322000 members 
Entering Unmasked Estep 
Score: -37892312.000000 Penalty: 6291.858887
	Iteration 78Q: 3 clusters Score -3.789231e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 322051 members 
Entering Unmasked Estep 
Score: -37892308.000000 Penalty: 6291.858887
	Iteration 79Q: 3 clusters Score -3.789231e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 322087 members 
Entering Unmasked Estep 
Score: -37892292.000000 Penalty: 6291.858887
	Iteration 80F: 3 clusters Score -3.789229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 322114 members 
Entering Unmasked Estep 
Score: -37892284.000000 Penalty: 6291.858887
	Iteration 81Q: 3 clusters Score -3.789228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 322144 members 
Entering Unmasked Estep 
Score: -37892280.000000 Penalty: 6291.858887
	Iteration 82Q: 3 clusters Score -3.789228e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 322168 members 
Entering Unmasked Estep 
Score: -37892252.000000 Penalty: 6291.858887
	Iteration 83Q: 3 clusters Score -3.789225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 322193 members 
Entering Unmasked Estep 
Score: -37892232.000000 Penalty: 6291.858887
	Iteration 84Q: 3 clusters Score -3.789223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 322215 members 
Entering Unmasked Estep 
Score: -37892204.000000 Penalty: 6291.858887
	Iteration 85Q: 3 clusters Score -3.78922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 322231 members 
Entering Unmasked Estep 
Score: -37892208.000000 Penalty: 6291.858887
	Iteration 86Q: 3 clusters Score -3.789221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 322245 members 
Entering Unmasked Estep 
Score: -37892216.000000 Penalty: 6291.858887
	Iteration 87Q: 3 clusters Score -3.789222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 322256 members 
Entering Unmasked Estep 
Score: -37892204.000000 Penalty: 6291.858887
	Iteration 88Q: 3 clusters Score -3.78922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 322260 members 
Entering Unmasked Estep 
Score: -37892192.000000 Penalty: 6291.858887
	Iteration 89Q: 3 clusters Score -3.789219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 322268 members 
Entering Unmasked Estep 
Score: -37892192.000000 Penalty: 6291.858887
	Iteration 90Q: 3 clusters Score -3.789219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 322274 members 
Entering Unmasked Estep 
Score: -37892188.000000 Penalty: 6291.858887
	Iteration 91Q: 3 clusters Score -3.789219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 322279 members 
Entering Unmasked Estep 
Score: -37892184.000000 Penalty: 6291.858887
	Iteration 92Q: 3 clusters Score -3.789218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 322283 members 
Entering Unmasked Estep 
Score: -37892196.000000 Penalty: 6291.858887
	Iteration 93Q: 3 clusters Score -3.78922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 322292 members 
Entering Unmasked Estep 
Score: -37892208.000000 Penalty: 6291.858887
	Iteration 94Q: 3 clusters Score -3.789221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 322296 members 
Entering Unmasked Estep 
Score: -37892224.000000 Penalty: 6291.858887
	Iteration 95Q: 3 clusters Score -3.789222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 322299 members 
Entering Unmasked Estep 
Score: -37892216.000000 Penalty: 6291.858887
	Iteration 96Q: 3 clusters Score -3.789222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 322301 members 
Entering Unmasked Estep 
Score: -37892204.000000 Penalty: 6291.858887
	Iteration 97Q: 3 clusters Score -3.78922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 322302 members 
Entering Unmasked Estep 
Score: -37892196.000000 Penalty: 6291.858887
	Iteration 98Q: 3 clusters Score -3.78922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 322303 members 
Entering Unmasked Estep 
Score: -37892188.000000 Penalty: 6291.858887
	Iteration 99Q: 3 clusters Score -3.789219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 322303 members 
Entering Unmasked Estep 
Score: -37892184.000000 Penalty: 6291.858887
	Iteration 100F: 3 clusters Score -3.789218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 322304 members 
Entering Unmasked Estep 
Score: -37892172.000000 Penalty: 6291.858887
	Iteration 101Q: 3 clusters Score -3.789217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 322305 members 
Entering Unmasked Estep 
Score: -37892172.000000 Penalty: 6291.858887
	Iteration 102Q: 3 clusters Score -3.789217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 322306 members 
Entering Unmasked Estep 
Score: -37892188.000000 Penalty: 6291.858887
	Iteration 103Q: 3 clusters Score -3.789219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 322311 members 
Entering Unmasked Estep 
Score: -37892180.000000 Penalty: 6291.858887
	Iteration 104Q: 3 clusters Score -3.789218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 322315 members 
Entering Unmasked Estep 
Score: -37892200.000000 Penalty: 6291.858887
	Iteration 105Q: 3 clusters Score -3.78922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 322318 members 
Entering Unmasked Estep 
Score: -37892188.000000 Penalty: 6291.858887
	Iteration 106Q: 3 clusters Score -3.789219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 322319 members 
Entering Unmasked Estep 
Score: -37892184.000000 Penalty: 6291.858887
	Iteration 107Q: 3 clusters Score -3.789218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 322320 members 
Entering Unmasked Estep 
Score: -37892188.000000 Penalty: 6291.858887
	Iteration 108Q: 3 clusters Score -3.789219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 322320 members 
Entering Unmasked Estep 
Score: -37892208.000000 Penalty: 6291.858887
	Iteration 109Q: 3 clusters Score -3.789221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 322320 members 
Entering Unmasked Estep 
Score: -37892192.000000 Penalty: 6291.858887
	Iteration 110Q: 3 clusters Score -3.789219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 322320 members 
Entering Unmasked Estep 
Score: -37892192.000000 Penalty: 6291.858887
	Iteration 111F: 3 clusters Score -3.789219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -265129.843750 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -265129.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -262311.812500 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -262311.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -262815.250000 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -262815.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -262976.812500 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -262976.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263040.625000 Penalty: 3832.638916
	Iteration 3Q: 3 clusters Score -263040.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263072.281250 Penalty: 3832.638916
	Iteration 4Q: 3 clusters Score -263072.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263094.406250 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -263094.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263109.781250 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -263109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263117.156250 Penalty: 3832.638916
	Iteration 7Q: 3 clusters Score -263117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -263125.000000 Penalty: 3832.638916
	Iteration 8Q: 3 clusters Score -263125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -263132.125000 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -263132.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -263137.531250 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -263137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -263140.562500 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -263140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -263144.500000 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -263144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263147.812500 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -263147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -263150.093750 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -263150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -263154.343750 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -263154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263155.375000 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -263155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263157.468750 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -263157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -263158.468750 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -263158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263159.750000 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -263159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263160.968750 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -263161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263161.781250 Penalty: 3832.638916
	Iteration 21Q: 3 clusters Score -263161.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263161.781250 Penalty: 3832.638916
	Iteration 22F: 3 clusters Score -263161.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Entering Unmasked Estep 
Score: -2274996.750000 Penalty: 2450.611328
	Iteration 0F: 2 clusters Score -2274997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2261103.250000 Penalty: 4901.222656
	Iteration 0F: 3 clusters Score -2261103 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2265933.500000 Penalty: 4901.222656
	Iteration 1F: 3 clusters Score -2265934 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2266550.500000 Penalty: 4901.222656
	Iteration 2F: 3 clusters Score -2266550 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2267192.500000 Penalty: 4901.222656
	Iteration 3F: 3 clusters Score -2267192 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2268007.000000 Penalty: 4901.222656
	Iteration 4F: 3 clusters Score -2268007 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2268968.250000 Penalty: 4901.222656
	Iteration 5F: 3 clusters Score -2268968 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2269986.250000 Penalty: 4901.222656
	Iteration 6F: 3 clusters Score -2269986 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2270954.250000 Penalty: 4901.222656
	Iteration 7F: 3 clusters Score -2270954 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2271772.250000 Penalty: 4901.222656
	Iteration 8Q: 3 clusters Score -2271772 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2272526.500000 Penalty: 4901.222656
	Iteration 9Q: 3 clusters Score -2272526 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2273269.500000 Penalty: 4901.222656
	Iteration 10Q: 3 clusters Score -2273270 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2273919.000000 Penalty: 4901.222656
	Iteration 11Q: 3 clusters Score -2273919 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2274377.000000 Penalty: 4901.222656
	Iteration 12Q: 3 clusters Score -2274377 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2274606.000000 Penalty: 4901.222656
	Iteration 13Q: 3 clusters Score -2274606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2274699.000000 Penalty: 4901.222656
	Iteration 14Q: 3 clusters Score -2274699 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2274751.500000 Penalty: 4901.222656
	Iteration 15Q: 3 clusters Score -2274752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2274771.250000 Penalty: 4901.222656
	Iteration 16Q: 3 clusters Score -2274771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2274788.250000 Penalty: 4901.222656
	Iteration 17Q: 3 clusters Score -2274788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2274785.500000 Penalty: 4901.222656
	Iteration 18Q: 3 clusters Score -2274786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2274791.250000 Penalty: 4901.222656
	Iteration 19Q: 3 clusters Score -2274791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2274799.500000 Penalty: 4901.222656
	Iteration 20F: 3 clusters Score -2274800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2274799.250000 Penalty: 4901.222656
	Iteration 21Q: 3 clusters Score -2274799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2274795.750000 Penalty: 4901.222656
	Iteration 22Q: 3 clusters Score -2274796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2274801.750000 Penalty: 4901.222656
	Iteration 23Q: 3 clusters Score -2274802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2274802.750000 Penalty: 4901.222656
	Iteration 24Q: 3 clusters Score -2274803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2274802.750000 Penalty: 4901.222656
	Iteration 25F: 3 clusters Score -2274803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100061.710938 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100061.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100536.289062 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100536.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100874.429688 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100874.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -101249.382812 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -101249.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101434.476562 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101434.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -101542.039062 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -101542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101685.890625 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -101685.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -101852.601562 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101852.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101984.710938 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101984.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -102065.531250 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -102065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102103.234375 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -102103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -102223.054688 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -102223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102304.500000 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -102304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -102360.140625 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -102360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102377.078125 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -102377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -102378.023438 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -102378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102380.296875 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -102380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -102383.898438 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -102383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102385.015625 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -102385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -102389.203125 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -102389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -102395.078125 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -102395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -102407.718750 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -102407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -102417.484375 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -102417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -102417.484375 Penalty: 3448.553467
	Iteration 23F: 3 clusters Score -102417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 190558 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 659 members 
Entering Unmasked Estep 
Score: -183975312.000000 Penalty: 99245.718750
Splitting cluster 15 changes total score from -183976512.000000 to -183975312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -813439.000000 Penalty: 2200.376709
	Iteration 0F: 2 clusters Score -813439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -807576.562500 Penalty: 4400.753418
	Iteration 0F: 3 clusters Score -807576.6 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -809075.625000 Penalty: 4400.753418
	Iteration 1F: 3 clusters Score -809075.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -809304.625000 Penalty: 4400.753418
	Iteration 2F: 3 clusters Score -809304.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -809456.000000 Penalty: 4400.753418
	Iteration 3Q: 3 clusters Score -809456 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -809567.312500 Penalty: 4400.753418
	Iteration 4Q: 3 clusters Score -809567.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -809647.187500 Penalty: 4400.753418
	Iteration 5Q: 3 clusters Score -809647.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -809703.750000 Penalty: 4400.753418
	Iteration 6Q: 3 clusters Score -809703.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -809747.375000 Penalty: 4400.753418
	Iteration 7Q: 3 clusters Score -809747.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -809785.312500 Penalty: 4400.753418
	Iteration 8Q: 3 clusters Score -809785.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -809827.687500 Penalty: 4400.753418
	Iteration 9Q: 3 clusters Score -809827.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -809869.750000 Penalty: 4400.753418
	Iteration 10Q: 3 clusters Score -809869.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -809907.000000 Penalty: 4400.753418
	Iteration 11Q: 3 clusters Score -809907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -809932.250000 Penalty: 4400.753418
	Iteration 12Q: 3 clusters Score -809932.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -809955.625000 Penalty: 4400.753418
	Iteration 13Q: 3 clusters Score -809955.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -809984.312500 Penalty: 4400.753418
	Iteration 14Q: 3 clusters Score -809984.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -810011.687500 Penalty: 4400.753418
	Iteration 15Q: 3 clusters Score -810011.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -810037.625000 Penalty: 4400.753418
	Iteration 16Q: 3 clusters Score -810037.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -810064.125000 Penalty: 4400.753418
	Iteration 17Q: 3 clusters Score -810064.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -810089.062500 Penalty: 4400.753418
	Iteration 18Q: 3 clusters Score -810089.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -810112.750000 Penalty: 4400.753418
	Iteration 19Q: 3 clusters Score -810112.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -810135.250000 Penalty: 4400.753418
	Iteration 20F: 3 clusters Score -810135.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -810157.937500 Penalty: 4400.753418
	Iteration 21Q: 3 clusters Score -810157.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -810184.562500 Penalty: 4400.753418
	Iteration 22Q: 3 clusters Score -810184.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -810212.125000 Penalty: 4400.753418
	Iteration 23Q: 3 clusters Score -810212.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -810237.187500 Penalty: 4400.753418
	Iteration 24Q: 3 clusters Score -810237.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -810265.437500 Penalty: 4400.753418
	Iteration 25Q: 3 clusters Score -810265.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -810286.437500 Penalty: 4400.753418
	Iteration 26Q: 3 clusters Score -810286.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -810306.812500 Penalty: 4400.753418
	Iteration 27Q: 3 clusters Score -810306.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -810327.375000 Penalty: 4400.753418
	Iteration 28Q: 3 clusters Score -810327.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -810351.500000 Penalty: 4400.753418
	Iteration 29Q: 3 clusters Score -810351.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -810376.250000 Penalty: 4400.753418
	Iteration 30Q: 3 clusters Score -810376.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -810402.750000 Penalty: 4400.753418
	Iteration 31Q: 3 clusters Score -810402.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -810428.937500 Penalty: 4400.753418
	Iteration 32Q: 3 clusters Score -810428.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -810461.937500 Penalty: 4400.753418
	Iteration 33Q: 3 clusters Score -810461.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -810497.562500 Penalty: 4400.753418
	Iteration 34Q: 3 clusters Score -810497.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -810532.812500 Penalty: 4400.753418
	Iteration 35Q: 3 clusters Score -810532.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -810569.875000 Penalty: 4400.753418
	Iteration 36Q: 3 clusters Score -810569.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -810610.562500 Penalty: 4400.753418
	Iteration 37Q: 3 clusters Score -810610.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -810661.375000 Penalty: 4400.753418
	Iteration 38Q: 3 clusters Score -810661.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -810712.000000 Penalty: 4400.753418
	Iteration 39Q: 3 clusters Score -810712 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -810769.750000 Penalty: 4400.753418
	Iteration 40F: 3 clusters Score -810769.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -810828.187500 Penalty: 4400.753418
	Iteration 41Q: 3 clusters Score -810828.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -810885.000000 Penalty: 4400.753418
	Iteration 42Q: 3 clusters Score -810885 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -810955.000000 Penalty: 4400.753418
	Iteration 43Q: 3 clusters Score -810955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -811019.937500 Penalty: 4400.753418
	Iteration 44Q: 3 clusters Score -811019.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -811085.500000 Penalty: 4400.753418
	Iteration 45Q: 3 clusters Score -811085.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -811139.687500 Penalty: 4400.753418
	Iteration 46Q: 3 clusters Score -811139.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -811195.375000 Penalty: 4400.753418
	Iteration 47Q: 3 clusters Score -811195.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -811255.812500 Penalty: 4400.753418
	Iteration 48Q: 3 clusters Score -811255.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -811296.937500 Penalty: 4400.753418
	Iteration 49Q: 3 clusters Score -811296.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -811322.500000 Penalty: 4400.753418
	Iteration 50Q: 3 clusters Score -811322.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -811343.187500 Penalty: 4400.753418
	Iteration 51Q: 3 clusters Score -811343.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -811373.125000 Penalty: 4400.753418
	Iteration 52Q: 3 clusters Score -811373.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -811395.750000 Penalty: 4400.753418
	Iteration 53Q: 3 clusters Score -811395.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -811422.125000 Penalty: 4400.753418
	Iteration 54Q: 3 clusters Score -811422.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -811437.750000 Penalty: 4400.753418
	Iteration 55Q: 3 clusters Score -811437.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -811455.125000 Penalty: 4400.753418
	Iteration 56Q: 3 clusters Score -811455.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -811466.062500 Penalty: 4400.753418
	Iteration 57Q: 3 clusters Score -811466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -811471.125000 Penalty: 4400.753418
	Iteration 58Q: 3 clusters Score -811471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -811473.812500 Penalty: 4400.753418
	Iteration 59Q: 3 clusters Score -811473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -811473.812500 Penalty: 4400.753418
	Iteration 60F: 3 clusters Score -811473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -811476.187500 Penalty: 4400.753418
	Iteration 61Q: 3 clusters Score -811476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -811480.312500 Penalty: 4400.753418
	Iteration 62Q: 3 clusters Score -811480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -811483.062500 Penalty: 4400.753418
	Iteration 63Q: 3 clusters Score -811483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -811487.812500 Penalty: 4400.753418
	Iteration 64Q: 3 clusters Score -811487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -811491.437500 Penalty: 4400.753418
	Iteration 65Q: 3 clusters Score -811491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -811498.562500 Penalty: 4400.753418
	Iteration 66Q: 3 clusters Score -811498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -811502.000000 Penalty: 4400.753418
	Iteration 67Q: 3 clusters Score -811502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -811502.250000 Penalty: 4400.753418
	Iteration 68Q: 3 clusters Score -811502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -811503.375000 Penalty: 4400.753418
	Iteration 69Q: 3 clusters Score -811503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -811504.375000 Penalty: 4400.753418
	Iteration 70Q: 3 clusters Score -811504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -811504.687500 Penalty: 4400.753418
	Iteration 71Q: 3 clusters Score -811504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -811506.687500 Penalty: 4400.753418
	Iteration 72Q: 3 clusters Score -811506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -811511.000000 Penalty: 4400.753418
	Iteration 73Q: 3 clusters Score -811511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -811511.125000 Penalty: 4400.753418
	Iteration 74Q: 3 clusters Score -811511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -811511.812500 Penalty: 4400.753418
	Iteration 75Q: 3 clusters Score -811511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -811511.750000 Penalty: 4400.753418
	Iteration 76Q: 3 clusters Score -811511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -811511.750000 Penalty: 4400.753418
	Iteration 77F: 3 clusters Score -811511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (319648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319648 members 
Entering Unmasked Estep 
Score: -37355320.000000 Penalty: 3143.393799
	Iteration 0F: 2 clusters Score -3.735532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -37145344.000000 Penalty: 6286.787598
	Iteration 0F: 3 clusters Score -3.714534e+07 nChanged 154694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -37237352.000000 Penalty: 6286.787598
	Iteration 1F: 3 clusters Score -3.723735e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173193 members 
Mstep: Class 2 contains 146455 members 
Entering Unmasked Estep 
Score: -37238672.000000 Penalty: 6286.787598
	Iteration 2Q: 3 clusters Score -3.723867e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180777 members 
Mstep: Class 2 contains 138871 members 
Entering Unmasked Estep 
Score: -37240964.000000 Penalty: 6286.787598
	Iteration 3Q: 3 clusters Score -3.724096e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192368 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -37245872.000000 Penalty: 6286.787598
	Iteration 4Q: 3 clusters Score -3.724587e+07 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209420 members 
Mstep: Class 2 contains 110228 members 
Entering Unmasked Estep 
Score: -37255236.000000 Penalty: 6286.787598
	Iteration 5F: 3 clusters Score -3.725524e+07 nChanged 23488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232686 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -37271736.000000 Penalty: 6286.787598
	Iteration 6F: 3 clusters Score -3.727174e+07 nChanged 27512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260142 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -37295564.000000 Penalty: 6286.787598
	Iteration 7F: 3 clusters Score -3.729556e+07 nChanged 26109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286239 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -37321232.000000 Penalty: 6286.787598
	Iteration 8F: 3 clusters Score -3.732123e+07 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304631 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -37339948.000000 Penalty: 6286.787598
	Iteration 9F: 3 clusters Score -3.733995e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314000 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -37348732.000000 Penalty: 6286.787598
	Iteration 10Q: 3 clusters Score -3.734873e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317699 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -37351156.000000 Penalty: 6286.787598
	Iteration 11Q: 3 clusters Score -3.735116e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318855 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -37352016.000000 Penalty: 6286.787598
	Iteration 12Q: 3 clusters Score -3.735202e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319196 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37352268.000000 Penalty: 6286.787598
	Iteration 13Q: 3 clusters Score -3.735227e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319295 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37352368.000000 Penalty: 6286.787598
	Iteration 14Q: 3 clusters Score -3.735237e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319332 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37352436.000000 Penalty: 6286.787598
	Iteration 15Q: 3 clusters Score -3.735244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319349 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37352484.000000 Penalty: 6286.787598
	Iteration 16Q: 3 clusters Score -3.735248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37352480.000000 Penalty: 6286.787598
	Iteration 17Q: 3 clusters Score -3.735248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37352464.000000 Penalty: 6286.787598
	Iteration 18Q: 3 clusters Score -3.735246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319360 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37352464.000000 Penalty: 6286.787598
	Iteration 19Q: 3 clusters Score -3.735246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37352468.000000 Penalty: 6286.787598
	Iteration 20F: 3 clusters Score -3.735247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37352460.000000 Penalty: 6286.787598
	Iteration 21Q: 3 clusters Score -3.735246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37352464.000000 Penalty: 6286.787598
	Iteration 22Q: 3 clusters Score -3.735246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319366 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37352492.000000 Penalty: 6286.787598
	Iteration 23Q: 3 clusters Score -3.735249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37352492.000000 Penalty: 6286.787598
	Iteration 24Q: 3 clusters Score -3.735249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37352492.000000 Penalty: 6286.787598
	Iteration 25Q: 3 clusters Score -3.735249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37352512.000000 Penalty: 6286.787598
	Iteration 26Q: 3 clusters Score -3.735251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37352516.000000 Penalty: 6286.787598
	Iteration 27Q: 3 clusters Score -3.735252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319374 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37352516.000000 Penalty: 6286.787598
	Iteration 28Q: 3 clusters Score -3.735252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37352532.000000 Penalty: 6286.787598
	Iteration 29Q: 3 clusters Score -3.735253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319373 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37352548.000000 Penalty: 6286.787598
	Iteration 30Q: 3 clusters Score -3.735255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37352532.000000 Penalty: 6286.787598
	Iteration 31Q: 3 clusters Score -3.735253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37352532.000000 Penalty: 6286.787598
	Iteration 32F: 3 clusters Score -3.735253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (80762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Entering Unmasked Estep 
Score: -9182563.000000 Penalty: 2802.217041
	Iteration 0F: 2 clusters Score -9182563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -9128663.000000 Penalty: 5604.434082
	Iteration 0F: 3 clusters Score -9128663 nChanged 37894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -9150182.000000 Penalty: 5604.434082
	Iteration 1F: 3 clusters Score -9150182 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -9151395.000000 Penalty: 5604.434082
	Iteration 2Q: 3 clusters Score -9151395 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -9153597.000000 Penalty: 5604.434082
	Iteration 3F: 3 clusters Score -9153597 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -9157188.000000 Penalty: 5604.434082
	Iteration 4F: 3 clusters Score -9157188 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -9163049.000000 Penalty: 5604.434082
	Iteration 5F: 3 clusters Score -9163049 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -9170114.000000 Penalty: 5604.434082
	Iteration 6F: 3 clusters Score -9170114 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -9175880.000000 Penalty: 5604.434082
	Iteration 7F: 3 clusters Score -9175880 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9178600.000000 Penalty: 5604.434082
	Iteration 8Q: 3 clusters Score -9178600 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9179567.000000 Penalty: 5604.434082
	Iteration 9Q: 3 clusters Score -9179567 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9179867.000000 Penalty: 5604.434082
	Iteration 10Q: 3 clusters Score -9179867 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9180029.000000 Penalty: 5604.434082
	Iteration 11Q: 3 clusters Score -9180029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9180085.000000 Penalty: 5604.434082
	Iteration 12Q: 3 clusters Score -9180085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9180116.000000 Penalty: 5604.434082
	Iteration 13Q: 3 clusters Score -9180116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9180138.000000 Penalty: 5604.434082
	Iteration 14Q: 3 clusters Score -9180138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9180154.000000 Penalty: 5604.434082
	Iteration 15Q: 3 clusters Score -9180154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9180157.000000 Penalty: 5604.434082
	Iteration 16Q: 3 clusters Score -9180157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9180167.000000 Penalty: 5604.434082
	Iteration 17Q: 3 clusters Score -9180167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9180167.000000 Penalty: 5604.434082
	Iteration 18Q: 3 clusters Score -9180167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9180167.000000 Penalty: 5604.434082
	Iteration 19F: 3 clusters Score -9180167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Entering Unmasked Estep 
Score: -6348852.000000 Penalty: 2701.364990
	Iteration 0F: 2 clusters Score -6348852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6312626.500000 Penalty: 5402.729980
	Iteration 0F: 3 clusters Score -6312626 nChanged 24912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6326742.500000 Penalty: 5402.729980
	Iteration 1F: 3 clusters Score -6326742 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6327435.500000 Penalty: 5402.729980
	Iteration 2Q: 3 clusters Score -6327436 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -6328242.000000 Penalty: 5402.729980
	Iteration 3Q: 3 clusters Score -6328242 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -6329086.500000 Penalty: 5402.729980
	Iteration 4Q: 3 clusters Score -6329086 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -6329991.500000 Penalty: 5402.729980
	Iteration 5Q: 3 clusters Score -6329992 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -6331029.000000 Penalty: 5402.729980
	Iteration 6Q: 3 clusters Score -6331029 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -6332203.000000 Penalty: 5402.729980
	Iteration 7Q: 3 clusters Score -6332203 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -6333708.000000 Penalty: 5402.729980
	Iteration 8Q: 3 clusters Score -6333708 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -6335412.500000 Penalty: 5402.729980
	Iteration 9Q: 3 clusters Score -6335412 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -6337324.000000 Penalty: 5402.729980
	Iteration 10F: 3 clusters Score -6337324 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -6339088.000000 Penalty: 5402.729980
	Iteration 11Q: 3 clusters Score -6339088 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -6340347.000000 Penalty: 5402.729980
	Iteration 12Q: 3 clusters Score -6340347 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -6341250.000000 Penalty: 5402.729980
	Iteration 13Q: 3 clusters Score -6341250 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6341886.500000 Penalty: 5402.729980
	Iteration 14Q: 3 clusters Score -6341886 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6342373.500000 Penalty: 5402.729980
	Iteration 15Q: 3 clusters Score -6342374 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -6342796.500000 Penalty: 5402.729980
	Iteration 16Q: 3 clusters Score -6342796 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6343213.000000 Penalty: 5402.729980
	Iteration 17Q: 3 clusters Score -6343213 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -6343607.000000 Penalty: 5402.729980
	Iteration 18Q: 3 clusters Score -6343607 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6344039.000000 Penalty: 5402.729980
	Iteration 19Q: 3 clusters Score -6344039 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6344421.000000 Penalty: 5402.729980
	Iteration 20F: 3 clusters Score -6344421 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -6344759.000000 Penalty: 5402.729980
	Iteration 21Q: 3 clusters Score -6344759 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -6345031.000000 Penalty: 5402.729980
	Iteration 22Q: 3 clusters Score -6345031 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6345303.000000 Penalty: 5402.729980
	Iteration 23Q: 3 clusters Score -6345303 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6345562.500000 Penalty: 5402.729980
	Iteration 24Q: 3 clusters Score -6345562 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6345752.000000 Penalty: 5402.729980
	Iteration 25Q: 3 clusters Score -6345752 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6345920.000000 Penalty: 5402.729980
	Iteration 26Q: 3 clusters Score -6345920 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6346043.500000 Penalty: 5402.729980
	Iteration 27Q: 3 clusters Score -6346044 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6346136.500000 Penalty: 5402.729980
	Iteration 28Q: 3 clusters Score -6346136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6346214.000000 Penalty: 5402.729980
	Iteration 29Q: 3 clusters Score -6346214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6346269.500000 Penalty: 5402.729980
	Iteration 30Q: 3 clusters Score -6346270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6346300.500000 Penalty: 5402.729980
	Iteration 31Q: 3 clusters Score -6346300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6346343.500000 Penalty: 5402.729980
	Iteration 32Q: 3 clusters Score -6346344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6346389.000000 Penalty: 5402.729980
	Iteration 33Q: 3 clusters Score -6346389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6346412.500000 Penalty: 5402.729980
	Iteration 34Q: 3 clusters Score -6346412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6346440.500000 Penalty: 5402.729980
	Iteration 35Q: 3 clusters Score -6346440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6346463.500000 Penalty: 5402.729980
	Iteration 36Q: 3 clusters Score -6346464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6346484.500000 Penalty: 5402.729980
	Iteration 37Q: 3 clusters Score -6346484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6346504.500000 Penalty: 5402.729980
	Iteration 38Q: 3 clusters Score -6346504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6346516.500000 Penalty: 5402.729980
	Iteration 39Q: 3 clusters Score -6346516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6346527.500000 Penalty: 5402.729980
	Iteration 40F: 3 clusters Score -6346528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6346535.500000 Penalty: 5402.729980
	Iteration 41Q: 3 clusters Score -6346536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6346530.000000 Penalty: 5402.729980
	Iteration 42Q: 3 clusters Score -6346530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6346542.000000 Penalty: 5402.729980
	Iteration 43Q: 3 clusters Score -6346542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6346554.000000 Penalty: 5402.729980
	Iteration 44Q: 3 clusters Score -6346554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6346560.000000 Penalty: 5402.729980
	Iteration 45Q: 3 clusters Score -6346560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6346572.000000 Penalty: 5402.729980
	Iteration 46Q: 3 clusters Score -6346572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6346565.500000 Penalty: 5402.729980
	Iteration 47Q: 3 clusters Score -6346566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6346567.000000 Penalty: 5402.729980
	Iteration 48Q: 3 clusters Score -6346567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6346568.500000 Penalty: 5402.729980
	Iteration 49Q: 3 clusters Score -6346568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6346572.500000 Penalty: 5402.729980
	Iteration 50Q: 3 clusters Score -6346572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6346570.500000 Penalty: 5402.729980
	Iteration 51Q: 3 clusters Score -6346570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6346571.000000 Penalty: 5402.729980
	Iteration 52Q: 3 clusters Score -6346571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6346568.000000 Penalty: 5402.729980
	Iteration 53Q: 3 clusters Score -6346568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6346568.500000 Penalty: 5402.729980
	Iteration 54Q: 3 clusters Score -6346568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6346568.500000 Penalty: 5402.729980
	Iteration 55F: 3 clusters Score -6346568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Entering Unmasked Estep 
Score: -11763961.000000 Penalty: 2854.592285
	Iteration 0F: 2 clusters Score -1.176396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -11697415.000000 Penalty: 5709.184570
	Iteration 0F: 3 clusters Score -1.169742e+07 nChanged 47287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -11724616.000000 Penalty: 5709.184570
	Iteration 1F: 3 clusters Score -1.172462e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -11725784.000000 Penalty: 5709.184570
	Iteration 2Q: 3 clusters Score -1.172578e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -11727494.000000 Penalty: 5709.184570
	Iteration 3Q: 3 clusters Score -1.172749e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -11729839.000000 Penalty: 5709.184570
	Iteration 4Q: 3 clusters Score -1.172984e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -11733456.000000 Penalty: 5709.184570
	Iteration 5F: 3 clusters Score -1.173346e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -11738401.000000 Penalty: 5709.184570
	Iteration 6F: 3 clusters Score -1.17384e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -11744165.000000 Penalty: 5709.184570
	Iteration 7F: 3 clusters Score -1.174416e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -11749523.000000 Penalty: 5709.184570
	Iteration 8F: 3 clusters Score -1.174952e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -11753514.000000 Penalty: 5709.184570
	Iteration 9Q: 3 clusters Score -1.175351e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -11755815.000000 Penalty: 5709.184570
	Iteration 10Q: 3 clusters Score -1.175582e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -11757186.000000 Penalty: 5709.184570
	Iteration 11Q: 3 clusters Score -1.175719e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -11758111.000000 Penalty: 5709.184570
	Iteration 12Q: 3 clusters Score -1.175811e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -11758856.000000 Penalty: 5709.184570
	Iteration 13Q: 3 clusters Score -1.175886e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -11759418.000000 Penalty: 5709.184570
	Iteration 14Q: 3 clusters Score -1.175942e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -11759913.000000 Penalty: 5709.184570
	Iteration 15Q: 3 clusters Score -1.175991e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -11760268.000000 Penalty: 5709.184570
	Iteration 16Q: 3 clusters Score -1.176027e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -11760601.000000 Penalty: 5709.184570
	Iteration 17Q: 3 clusters Score -1.17606e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -11760851.000000 Penalty: 5709.184570
	Iteration 18Q: 3 clusters Score -1.176085e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -11761134.000000 Penalty: 5709.184570
	Iteration 19Q: 3 clusters Score -1.176113e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94675 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -11761348.000000 Penalty: 5709.184570
	Iteration 20F: 3 clusters Score -1.176135e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -11761542.000000 Penalty: 5709.184570
	Iteration 21Q: 3 clusters Score -1.176154e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -11761699.000000 Penalty: 5709.184570
	Iteration 22Q: 3 clusters Score -1.17617e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -11761802.000000 Penalty: 5709.184570
	Iteration 23Q: 3 clusters Score -1.17618e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -11761884.000000 Penalty: 5709.184570
	Iteration 24Q: 3 clusters Score -1.176188e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -11761930.000000 Penalty: 5709.184570
	Iteration 25Q: 3 clusters Score -1.176193e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -11761963.000000 Penalty: 5709.184570
	Iteration 26Q: 3 clusters Score -1.176196e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -11761995.000000 Penalty: 5709.184570
	Iteration 27Q: 3 clusters Score -1.1762e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -11762032.000000 Penalty: 5709.184570
	Iteration 28Q: 3 clusters Score -1.176203e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -11762069.000000 Penalty: 5709.184570
	Iteration 29Q: 3 clusters Score -1.176207e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -11762074.000000 Penalty: 5709.184570
	Iteration 30Q: 3 clusters Score -1.176207e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -11762106.000000 Penalty: 5709.184570
	Iteration 31Q: 3 clusters Score -1.176211e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -11762145.000000 Penalty: 5709.184570
	Iteration 32Q: 3 clusters Score -1.176214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -11762150.000000 Penalty: 5709.184570
	Iteration 33Q: 3 clusters Score -1.176215e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11762161.000000 Penalty: 5709.184570
	Iteration 34Q: 3 clusters Score -1.176216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -11762183.000000 Penalty: 5709.184570
	Iteration 35Q: 3 clusters Score -1.176218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11762176.000000 Penalty: 5709.184570
	Iteration 36Q: 3 clusters Score -1.176218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11762173.000000 Penalty: 5709.184570
	Iteration 37Q: 3 clusters Score -1.176217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -11762172.000000 Penalty: 5709.184570
	Iteration 38Q: 3 clusters Score -1.176217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97384 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -11762184.000000 Penalty: 5709.184570
	Iteration 39Q: 3 clusters Score -1.176218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -11762211.000000 Penalty: 5709.184570
	Iteration 40F: 3 clusters Score -1.176221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -11762211.000000 Penalty: 5709.184570
	Iteration 41Q: 3 clusters Score -1.176221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -11762202.000000 Penalty: 5709.184570
	Iteration 42Q: 3 clusters Score -1.17622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11762200.000000 Penalty: 5709.184570
	Iteration 43Q: 3 clusters Score -1.17622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -11762193.000000 Penalty: 5709.184570
	Iteration 44Q: 3 clusters Score -1.176219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11762199.000000 Penalty: 5709.184570
	Iteration 45Q: 3 clusters Score -1.17622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11762203.000000 Penalty: 5709.184570
	Iteration 46Q: 3 clusters Score -1.17622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -11762205.000000 Penalty: 5709.184570
	Iteration 47Q: 3 clusters Score -1.17622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11762199.000000 Penalty: 5709.184570
	Iteration 48Q: 3 clusters Score -1.17622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11762215.000000 Penalty: 5709.184570
	Iteration 49Q: 3 clusters Score -1.176222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11762213.000000 Penalty: 5709.184570
	Iteration 50Q: 3 clusters Score -1.176221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11762225.000000 Penalty: 5709.184570
	Iteration 51Q: 3 clusters Score -1.176222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11762225.000000 Penalty: 5709.184570
	Iteration 52Q: 3 clusters Score -1.176222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -11762226.000000 Penalty: 5709.184570
	Iteration 53Q: 3 clusters Score -1.176223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -11762223.000000 Penalty: 5709.184570
	Iteration 54Q: 3 clusters Score -1.176222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -11762221.000000 Penalty: 5709.184570
	Iteration 55Q: 3 clusters Score -1.176222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11762219.000000 Penalty: 5709.184570
	Iteration 56Q: 3 clusters Score -1.176222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11762216.000000 Penalty: 5709.184570
	Iteration 57Q: 3 clusters Score -1.176222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11762210.000000 Penalty: 5709.184570
	Iteration 58Q: 3 clusters Score -1.176221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11762208.000000 Penalty: 5709.184570
	Iteration 59Q: 3 clusters Score -1.176221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -11762207.000000 Penalty: 5709.184570
	Iteration 60F: 3 clusters Score -1.176221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97553 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11762209.000000 Penalty: 5709.184570
	Iteration 61Q: 3 clusters Score -1.176221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11762201.000000 Penalty: 5709.184570
	Iteration 62Q: 3 clusters Score -1.17622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11762201.000000 Penalty: 5709.184570
	Iteration 63F: 3 clusters Score -1.17622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (96240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Entering Unmasked Estep 
Score: -11344323.000000 Penalty: 2845.700928
	Iteration 0F: 2 clusters Score -1.134432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -11280106.000000 Penalty: 5691.401855
	Iteration 0F: 3 clusters Score -1.128011e+07 nChanged 45375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -11305658.000000 Penalty: 5691.401855
	Iteration 1F: 3 clusters Score -1.130566e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -11306470.000000 Penalty: 5691.401855
	Iteration 2Q: 3 clusters Score -1.130647e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -11307621.000000 Penalty: 5691.401855
	Iteration 3Q: 3 clusters Score -1.130762e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -11309151.000000 Penalty: 5691.401855
	Iteration 4Q: 3 clusters Score -1.130915e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -11311511.000000 Penalty: 5691.401855
	Iteration 5F: 3 clusters Score -1.131151e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -11315338.000000 Penalty: 5691.401855
	Iteration 6F: 3 clusters Score -1.131534e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -11320955.000000 Penalty: 5691.401855
	Iteration 7F: 3 clusters Score -1.132096e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -11327482.000000 Penalty: 5691.401855
	Iteration 8F: 3 clusters Score -1.132748e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -11333068.000000 Penalty: 5691.401855
	Iteration 9F: 3 clusters Score -1.133307e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -11336562.000000 Penalty: 5691.401855
	Iteration 10Q: 3 clusters Score -1.133656e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -11338662.000000 Penalty: 5691.401855
	Iteration 11Q: 3 clusters Score -1.133866e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -11339905.000000 Penalty: 5691.401855
	Iteration 12Q: 3 clusters Score -1.13399e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -11340718.000000 Penalty: 5691.401855
	Iteration 13Q: 3 clusters Score -1.134072e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11341239.000000 Penalty: 5691.401855
	Iteration 14Q: 3 clusters Score -1.134124e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11341554.000000 Penalty: 5691.401855
	Iteration 15Q: 3 clusters Score -1.134155e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11341729.000000 Penalty: 5691.401855
	Iteration 16Q: 3 clusters Score -1.134173e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11341844.000000 Penalty: 5691.401855
	Iteration 17Q: 3 clusters Score -1.134184e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11341927.000000 Penalty: 5691.401855
	Iteration 18Q: 3 clusters Score -1.134193e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11341988.000000 Penalty: 5691.401855
	Iteration 19Q: 3 clusters Score -1.134199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11341981.000000 Penalty: 5691.401855
	Iteration 20F: 3 clusters Score -1.134198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11342021.000000 Penalty: 5691.401855
	Iteration 21Q: 3 clusters Score -1.134202e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11342048.000000 Penalty: 5691.401855
	Iteration 22Q: 3 clusters Score -1.134205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11342081.000000 Penalty: 5691.401855
	Iteration 23Q: 3 clusters Score -1.134208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11342082.000000 Penalty: 5691.401855
	Iteration 24Q: 3 clusters Score -1.134208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11342103.000000 Penalty: 5691.401855
	Iteration 25Q: 3 clusters Score -1.13421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11342102.000000 Penalty: 5691.401855
	Iteration 26Q: 3 clusters Score -1.13421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11342110.000000 Penalty: 5691.401855
	Iteration 27Q: 3 clusters Score -1.134211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95257 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11342113.000000 Penalty: 5691.401855
	Iteration 28Q: 3 clusters Score -1.134211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11342117.000000 Penalty: 5691.401855
	Iteration 29Q: 3 clusters Score -1.134212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11342113.000000 Penalty: 5691.401855
	Iteration 30Q: 3 clusters Score -1.134211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11342115.000000 Penalty: 5691.401855
	Iteration 31Q: 3 clusters Score -1.134212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11342112.000000 Penalty: 5691.401855
	Iteration 32Q: 3 clusters Score -1.134211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11342112.000000 Penalty: 5691.401855
	Iteration 33Q: 3 clusters Score -1.134211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11342106.000000 Penalty: 5691.401855
	Iteration 34Q: 3 clusters Score -1.134211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95290 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11342117.000000 Penalty: 5691.401855
	Iteration 35Q: 3 clusters Score -1.134212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11342122.000000 Penalty: 5691.401855
	Iteration 36Q: 3 clusters Score -1.134212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11342137.000000 Penalty: 5691.401855
	Iteration 37Q: 3 clusters Score -1.134214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11342118.000000 Penalty: 5691.401855
	Iteration 38Q: 3 clusters Score -1.134212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11342131.000000 Penalty: 5691.401855
	Iteration 39Q: 3 clusters Score -1.134213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11342129.000000 Penalty: 5691.401855
	Iteration 40F: 3 clusters Score -1.134213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -533828.500000 Penalty: 2098.129395
	Iteration 0F: 2 clusters Score -533828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -529474.375000 Penalty: 4196.258789
	Iteration 0F: 3 clusters Score -529474.4 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -530439.312500 Penalty: 4196.258789
	Iteration 1F: 3 clusters Score -530439.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -530639.187500 Penalty: 4196.258789
	Iteration 2F: 3 clusters Score -530639.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -530784.375000 Penalty: 4196.258789
	Iteration 3Q: 3 clusters Score -530784.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -530910.250000 Penalty: 4196.258789
	Iteration 4Q: 3 clusters Score -530910.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -531030.937500 Penalty: 4196.258789
	Iteration 5Q: 3 clusters Score -531030.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -531189.437500 Penalty: 4196.258789
	Iteration 6Q: 3 clusters Score -531189.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -531429.125000 Penalty: 4196.258789
	Iteration 7Q: 3 clusters Score -531429.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -531752.437500 Penalty: 4196.258789
	Iteration 8F: 3 clusters Score -531752.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -532223.437500 Penalty: 4196.258789
	Iteration 9F: 3 clusters Score -532223.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -532788.000000 Penalty: 4196.258789
	Iteration 10F: 3 clusters Score -532788 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -533412.375000 Penalty: 4196.258789
	Iteration 11F: 3 clusters Score -533412.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -533897.687500 Penalty: 4196.258789
	Iteration 12F: 3 clusters Score -533897.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -534150.437500 Penalty: 4196.258789
	Iteration 13Q: 3 clusters Score -534150.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -534277.625000 Penalty: 4196.258789
	Iteration 14Q: 3 clusters Score -534277.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -534327.812500 Penalty: 4196.258789
	Iteration 15Q: 3 clusters Score -534327.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -534348.500000 Penalty: 4196.258789
	Iteration 16Q: 3 clusters Score -534348.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -534365.937500 Penalty: 4196.258789
	Iteration 17Q: 3 clusters Score -534365.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -534382.687500 Penalty: 4196.258789
	Iteration 18Q: 3 clusters Score -534382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -534389.250000 Penalty: 4196.258789
	Iteration 19Q: 3 clusters Score -534389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -534391.750000 Penalty: 4196.258789
	Iteration 20F: 3 clusters Score -534391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -534394.562500 Penalty: 4196.258789
	Iteration 21Q: 3 clusters Score -534394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -534395.312500 Penalty: 4196.258789
	Iteration 22Q: 3 clusters Score -534395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -534397.187500 Penalty: 4196.258789
	Iteration 23Q: 3 clusters Score -534397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -534397.000000 Penalty: 4196.258789
	Iteration 24Q: 3 clusters Score -534397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -534397.500000 Penalty: 4196.258789
	Iteration 25Q: 3 clusters Score -534397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -534400.187500 Penalty: 4196.258789
	Iteration 26Q: 3 clusters Score -534400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -534400.437500 Penalty: 4196.258789
	Iteration 27Q: 3 clusters Score -534400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -534400.437500 Penalty: 4196.258789
	Iteration 28F: 3 clusters Score -534400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 2773 members 
Mstep: Class 23 contains 190558 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 1950 members 
Entering Unmasked Estep 
Score: -183975344.000000 Penalty: 99245.718750
Splitting cluster 22 changes total score from -183976512.000000 to -183975344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (190558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190558 members 
Entering Unmasked Estep 
Score: -22340152.000000 Penalty: 3015.112549
	Iteration 0F: 2 clusters Score -2.234015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -22213930.000000 Penalty: 6030.225098
	Iteration 0F: 3 clusters Score -2.221393e+07 nChanged 91535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -22268276.000000 Penalty: 6030.225098
	Iteration 1F: 3 clusters Score -2.226828e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -22270756.000000 Penalty: 6030.225098
	Iteration 2Q: 3 clusters Score -2.227076e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -22275582.000000 Penalty: 6030.225098
	Iteration 3Q: 3 clusters Score -2.227558e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -22283892.000000 Penalty: 6030.225098
	Iteration 4F: 3 clusters Score -2.228389e+07 nChanged 15794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 135263 members 
Entering Unmasked Estep 
Score: -22296964.000000 Penalty: 6030.225098
	Iteration 5F: 3 clusters Score -2.229696e+07 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 148466 members 
Entering Unmasked Estep 
Score: -22312628.000000 Penalty: 6030.225098
	Iteration 6F: 3 clusters Score -2.231263e+07 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 158403 members 
Entering Unmasked Estep 
Score: -22325158.000000 Penalty: 6030.225098
	Iteration 7F: 3 clusters Score -2.232516e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 163632 members 
Entering Unmasked Estep 
Score: -22331820.000000 Penalty: 6030.225098
	Iteration 8Q: 3 clusters Score -2.233182e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 166350 members 
Entering Unmasked Estep 
Score: -22334772.000000 Penalty: 6030.225098
	Iteration 9Q: 3 clusters Score -2.233477e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 168402 members 
Entering Unmasked Estep 
Score: -22336110.000000 Penalty: 6030.225098
	Iteration 10Q: 3 clusters Score -2.233611e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -22337064.000000 Penalty: 6030.225098
	Iteration 11Q: 3 clusters Score -2.233706e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 171757 members 
Entering Unmasked Estep 
Score: -22337862.000000 Penalty: 6030.225098
	Iteration 12Q: 3 clusters Score -2.233786e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -22338412.000000 Penalty: 6030.225098
	Iteration 13Q: 3 clusters Score -2.233841e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 174539 members 
Entering Unmasked Estep 
Score: -22338922.000000 Penalty: 6030.225098
	Iteration 14Q: 3 clusters Score -2.233892e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -22339286.000000 Penalty: 6030.225098
	Iteration 15Q: 3 clusters Score -2.233929e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 176611 members 
Entering Unmasked Estep 
Score: -22339634.000000 Penalty: 6030.225098
	Iteration 16Q: 3 clusters Score -2.233963e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -22339790.000000 Penalty: 6030.225098
	Iteration 17Q: 3 clusters Score -2.233979e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 178218 members 
Entering Unmasked Estep 
Score: -22340030.000000 Penalty: 6030.225098
	Iteration 18Q: 3 clusters Score -2.234003e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -22340274.000000 Penalty: 6030.225098
	Iteration 19Q: 3 clusters Score -2.234027e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 179483 members 
Entering Unmasked Estep 
Score: -22340392.000000 Penalty: 6030.225098
	Iteration 20F: 3 clusters Score -2.234039e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -22340502.000000 Penalty: 6030.225098
	Iteration 21Q: 3 clusters Score -2.23405e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -22340582.000000 Penalty: 6030.225098
	Iteration 22Q: 3 clusters Score -2.234058e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -22340670.000000 Penalty: 6030.225098
	Iteration 23Q: 3 clusters Score -2.234067e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 181338 members 
Entering Unmasked Estep 
Score: -22340796.000000 Penalty: 6030.225098
	Iteration 24Q: 3 clusters Score -2.23408e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 181674 members 
Entering Unmasked Estep 
Score: -22340776.000000 Penalty: 6030.225098
	Iteration 25Q: 3 clusters Score -2.234078e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 181983 members 
Entering Unmasked Estep 
Score: -22340846.000000 Penalty: 6030.225098
	Iteration 26Q: 3 clusters Score -2.234085e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 182254 members 
Entering Unmasked Estep 
Score: -22340878.000000 Penalty: 6030.225098
	Iteration 27Q: 3 clusters Score -2.234088e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 182488 members 
Entering Unmasked Estep 
Score: -22340962.000000 Penalty: 6030.225098
	Iteration 28Q: 3 clusters Score -2.234096e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 182701 members 
Entering Unmasked Estep 
Score: -22340998.000000 Penalty: 6030.225098
	Iteration 29Q: 3 clusters Score -2.2341e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 182884 members 
Entering Unmasked Estep 
Score: -22341022.000000 Penalty: 6030.225098
	Iteration 30Q: 3 clusters Score -2.234102e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -22341008.000000 Penalty: 6030.225098
	Iteration 31Q: 3 clusters Score -2.234101e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 183186 members 
Entering Unmasked Estep 
Score: -22341040.000000 Penalty: 6030.225098
	Iteration 32Q: 3 clusters Score -2.234104e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 183292 members 
Entering Unmasked Estep 
Score: -22341022.000000 Penalty: 6030.225098
	Iteration 33Q: 3 clusters Score -2.234102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 183389 members 
Entering Unmasked Estep 
Score: -22341030.000000 Penalty: 6030.225098
	Iteration 34Q: 3 clusters Score -2.234103e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 183470 members 
Entering Unmasked Estep 
Score: -22341024.000000 Penalty: 6030.225098
	Iteration 35Q: 3 clusters Score -2.234102e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -22341010.000000 Penalty: 6030.225098
	Iteration 36Q: 3 clusters Score -2.234101e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 183606 members 
Entering Unmasked Estep 
Score: -22340938.000000 Penalty: 6030.225098
	Iteration 37Q: 3 clusters Score -2.234094e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 183678 members 
Entering Unmasked Estep 
Score: -22340954.000000 Penalty: 6030.225098
	Iteration 38Q: 3 clusters Score -2.234095e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 183745 members 
Entering Unmasked Estep 
Score: -22340918.000000 Penalty: 6030.225098
	Iteration 39Q: 3 clusters Score -2.234092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 183803 members 
Entering Unmasked Estep 
Score: -22340904.000000 Penalty: 6030.225098
	Iteration 40F: 3 clusters Score -2.23409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 183862 members 
Entering Unmasked Estep 
Score: -22340940.000000 Penalty: 6030.225098
	Iteration 41Q: 3 clusters Score -2.234094e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 183917 members 
Entering Unmasked Estep 
Score: -22340922.000000 Penalty: 6030.225098
	Iteration 42Q: 3 clusters Score -2.234092e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 183976 members 
Entering Unmasked Estep 
Score: -22340918.000000 Penalty: 6030.225098
	Iteration 43Q: 3 clusters Score -2.234092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 184015 members 
Entering Unmasked Estep 
Score: -22340886.000000 Penalty: 6030.225098
	Iteration 44Q: 3 clusters Score -2.234089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -22340916.000000 Penalty: 6030.225098
	Iteration 45Q: 3 clusters Score -2.234092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 184095 members 
Entering Unmasked Estep 
Score: -22340912.000000 Penalty: 6030.225098
	Iteration 46Q: 3 clusters Score -2.234091e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 184138 members 
Entering Unmasked Estep 
Score: -22340892.000000 Penalty: 6030.225098
	Iteration 47Q: 3 clusters Score -2.234089e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 184182 members 
Entering Unmasked Estep 
Score: -22340892.000000 Penalty: 6030.225098
	Iteration 48Q: 3 clusters Score -2.234089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -22340894.000000 Penalty: 6030.225098
	Iteration 49Q: 3 clusters Score -2.234089e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 184268 members 
Entering Unmasked Estep 
Score: -22340934.000000 Penalty: 6030.225098
	Iteration 50Q: 3 clusters Score -2.234093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 184309 members 
Entering Unmasked Estep 
Score: -22340914.000000 Penalty: 6030.225098
	Iteration 51Q: 3 clusters Score -2.234091e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 184341 members 
Entering Unmasked Estep 
Score: -22340900.000000 Penalty: 6030.225098
	Iteration 52Q: 3 clusters Score -2.23409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 184372 members 
Entering Unmasked Estep 
Score: -22340908.000000 Penalty: 6030.225098
	Iteration 53Q: 3 clusters Score -2.234091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 184405 members 
Entering Unmasked Estep 
Score: -22340930.000000 Penalty: 6030.225098
	Iteration 54Q: 3 clusters Score -2.234093e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 184437 members 
Entering Unmasked Estep 
Score: -22340910.000000 Penalty: 6030.225098
	Iteration 55Q: 3 clusters Score -2.234091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 184468 members 
Entering Unmasked Estep 
Score: -22340918.000000 Penalty: 6030.225098
	Iteration 56Q: 3 clusters Score -2.234092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 184490 members 
Entering Unmasked Estep 
Score: -22340910.000000 Penalty: 6030.225098
	Iteration 57Q: 3 clusters Score -2.234091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 184522 members 
Entering Unmasked Estep 
Score: -22340890.000000 Penalty: 6030.225098
	Iteration 58Q: 3 clusters Score -2.234089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 184547 members 
Entering Unmasked Estep 
Score: -22340896.000000 Penalty: 6030.225098
	Iteration 59Q: 3 clusters Score -2.23409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 184572 members 
Entering Unmasked Estep 
Score: -22340908.000000 Penalty: 6030.225098
	Iteration 60F: 3 clusters Score -2.234091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -22340896.000000 Penalty: 6030.225098
	Iteration 61Q: 3 clusters Score -2.23409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 184628 members 
Entering Unmasked Estep 
Score: -22340910.000000 Penalty: 6030.225098
	Iteration 62Q: 3 clusters Score -2.234091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -22340892.000000 Penalty: 6030.225098
	Iteration 63Q: 3 clusters Score -2.234089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 184673 members 
Entering Unmasked Estep 
Score: -22340888.000000 Penalty: 6030.225098
	Iteration 64Q: 3 clusters Score -2.234089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 184690 members 
Entering Unmasked Estep 
Score: -22340886.000000 Penalty: 6030.225098
	Iteration 65Q: 3 clusters Score -2.234089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 184704 members 
Entering Unmasked Estep 
Score: -22340886.000000 Penalty: 6030.225098
	Iteration 66Q: 3 clusters Score -2.234089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -22340882.000000 Penalty: 6030.225098
	Iteration 67Q: 3 clusters Score -2.234088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -22340878.000000 Penalty: 6030.225098
	Iteration 68Q: 3 clusters Score -2.234088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 184746 members 
Entering Unmasked Estep 
Score: -22340880.000000 Penalty: 6030.225098
	Iteration 69Q: 3 clusters Score -2.234088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 184756 members 
Entering Unmasked Estep 
Score: -22340856.000000 Penalty: 6030.225098
	Iteration 70Q: 3 clusters Score -2.234086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 184765 members 
Entering Unmasked Estep 
Score: -22340864.000000 Penalty: 6030.225098
	Iteration 71Q: 3 clusters Score -2.234086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 184773 members 
Entering Unmasked Estep 
Score: -22340850.000000 Penalty: 6030.225098
	Iteration 72Q: 3 clusters Score -2.234085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -22340846.000000 Penalty: 6030.225098
	Iteration 73Q: 3 clusters Score -2.234085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -22340848.000000 Penalty: 6030.225098
	Iteration 74Q: 3 clusters Score -2.234085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -22340868.000000 Penalty: 6030.225098
	Iteration 75Q: 3 clusters Score -2.234087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -22340868.000000 Penalty: 6030.225098
	Iteration 76Q: 3 clusters Score -2.234087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 184786 members 
Entering Unmasked Estep 
Score: -22340880.000000 Penalty: 6030.225098
	Iteration 77Q: 3 clusters Score -2.234088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 184789 members 
Entering Unmasked Estep 
Score: -22340870.000000 Penalty: 6030.225098
	Iteration 78Q: 3 clusters Score -2.234087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 184791 members 
Entering Unmasked Estep 
Score: -22340864.000000 Penalty: 6030.225098
	Iteration 79Q: 3 clusters Score -2.234086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 184793 members 
Entering Unmasked Estep 
Score: -22340858.000000 Penalty: 6030.225098
	Iteration 80F: 3 clusters Score -2.234086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -22340862.000000 Penalty: 6030.225098
	Iteration 81Q: 3 clusters Score -2.234086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 184799 members 
Entering Unmasked Estep 
Score: -22340874.000000 Penalty: 6030.225098
	Iteration 82Q: 3 clusters Score -2.234087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 184800 members 
Entering Unmasked Estep 
Score: -22340870.000000 Penalty: 6030.225098
	Iteration 83Q: 3 clusters Score -2.234087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 184801 members 
Entering Unmasked Estep 
Score: -22340860.000000 Penalty: 6030.225098
	Iteration 84Q: 3 clusters Score -2.234086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 184803 members 
Entering Unmasked Estep 
Score: -22340878.000000 Penalty: 6030.225098
	Iteration 85Q: 3 clusters Score -2.234088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 184807 members 
Entering Unmasked Estep 
Score: -22340872.000000 Penalty: 6030.225098
	Iteration 86Q: 3 clusters Score -2.234087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 184810 members 
Entering Unmasked Estep 
Score: -22340856.000000 Penalty: 6030.225098
	Iteration 87Q: 3 clusters Score -2.234086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 184817 members 
Entering Unmasked Estep 
Score: -22340858.000000 Penalty: 6030.225098
	Iteration 88Q: 3 clusters Score -2.234086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 184820 members 
Entering Unmasked Estep 
Score: -22340866.000000 Penalty: 6030.225098
	Iteration 89Q: 3 clusters Score -2.234087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 184825 members 
Entering Unmasked Estep 
Score: -22340862.000000 Penalty: 6030.225098
	Iteration 90Q: 3 clusters Score -2.234086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 184829 members 
Entering Unmasked Estep 
Score: -22340862.000000 Penalty: 6030.225098
	Iteration 91Q: 3 clusters Score -2.234086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 184833 members 
Entering Unmasked Estep 
Score: -22340862.000000 Penalty: 6030.225098
	Iteration 92Q: 3 clusters Score -2.234086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 184835 members 
Entering Unmasked Estep 
Score: -22340846.000000 Penalty: 6030.225098
	Iteration 93Q: 3 clusters Score -2.234085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 184837 members 
Entering Unmasked Estep 
Score: -22340846.000000 Penalty: 6030.225098
	Iteration 94Q: 3 clusters Score -2.234085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 184837 members 
Entering Unmasked Estep 
Score: -22340846.000000 Penalty: 6030.225098
	Iteration 95F: 3 clusters Score -2.234085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 184837 members 
Entering Unmasked Estep 
Score: -183977440.000000 Penalty: 99245.718750
Splitting cluster 23 changes total score from -183976512.000000 to -183977440.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (64630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Entering Unmasked Estep 
Score: -7669570.000000 Penalty: 2746.955566
	Iteration 0F: 2 clusters Score -7669570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -7626195.500000 Penalty: 5493.911133
	Iteration 0F: 3 clusters Score -7626196 nChanged 30151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -7643273.000000 Penalty: 5493.911133
	Iteration 1F: 3 clusters Score -7643273 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7644184.000000 Penalty: 5493.911133
	Iteration 2Q: 3 clusters Score -7644184 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -7645457.500000 Penalty: 5493.911133
	Iteration 3Q: 3 clusters Score -7645458 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -7647415.500000 Penalty: 5493.911133
	Iteration 4F: 3 clusters Score -7647416 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -7650687.500000 Penalty: 5493.911133
	Iteration 5F: 3 clusters Score -7650688 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -7655203.000000 Penalty: 5493.911133
	Iteration 6F: 3 clusters Score -7655203 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -7660029.000000 Penalty: 5493.911133
	Iteration 7F: 3 clusters Score -7660029 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -7663488.000000 Penalty: 5493.911133
	Iteration 8F: 3 clusters Score -7663488 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7665515.000000 Penalty: 5493.911133
	Iteration 9Q: 3 clusters Score -7665515 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7666486.500000 Penalty: 5493.911133
	Iteration 10Q: 3 clusters Score -7666486 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7666915.500000 Penalty: 5493.911133
	Iteration 11Q: 3 clusters Score -7666916 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7667196.500000 Penalty: 5493.911133
	Iteration 12Q: 3 clusters Score -7667196 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7667366.000000 Penalty: 5493.911133
	Iteration 13Q: 3 clusters Score -7667366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7667474.500000 Penalty: 5493.911133
	Iteration 14Q: 3 clusters Score -7667474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7667535.500000 Penalty: 5493.911133
	Iteration 15Q: 3 clusters Score -7667536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7667591.000000 Penalty: 5493.911133
	Iteration 16Q: 3 clusters Score -7667591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7667612.500000 Penalty: 5493.911133
	Iteration 17Q: 3 clusters Score -7667612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7667637.000000 Penalty: 5493.911133
	Iteration 18Q: 3 clusters Score -7667637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7667642.000000 Penalty: 5493.911133
	Iteration 19Q: 3 clusters Score -7667642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7667649.500000 Penalty: 5493.911133
	Iteration 20F: 3 clusters Score -7667650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7667662.000000 Penalty: 5493.911133
	Iteration 21Q: 3 clusters Score -7667662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7667667.000000 Penalty: 5493.911133
	Iteration 22Q: 3 clusters Score -7667667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7667667.000000 Penalty: 5493.911133
	Iteration 23Q: 3 clusters Score -7667667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7667669.000000 Penalty: 5493.911133
	Iteration 24Q: 3 clusters Score -7667669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7667672.500000 Penalty: 5493.911133
	Iteration 25Q: 3 clusters Score -7667672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7667674.000000 Penalty: 5493.911133
	Iteration 26Q: 3 clusters Score -7667674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7667680.500000 Penalty: 5493.911133
	Iteration 27Q: 3 clusters Score -7667680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7667686.000000 Penalty: 5493.911133
	Iteration 28Q: 3 clusters Score -7667686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7667682.000000 Penalty: 5493.911133
	Iteration 29Q: 3 clusters Score -7667682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7667682.000000 Penalty: 5493.911133
	Iteration 30F: 3 clusters Score -7667682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -320408.187500 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -320408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -317269.281250 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -317269.3 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -317823.812500 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -317823.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -317975.500000 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -317975.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -318073.312500 Penalty: 3940.292236
	Iteration 3F: 3 clusters Score -318073.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -318120.000000 Penalty: 3940.292236
	Iteration 4Q: 3 clusters Score -318120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -318161.625000 Penalty: 3940.292236
	Iteration 5Q: 3 clusters Score -318161.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -318185.625000 Penalty: 3940.292236
	Iteration 6Q: 3 clusters Score -318185.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -318207.531250 Penalty: 3940.292236
	Iteration 7Q: 3 clusters Score -318207.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -318226.468750 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -318226.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -318242.687500 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -318242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318257.062500 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -318257.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -318274.968750 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -318275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -318291.156250 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -318291.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318302.375000 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -318302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -318306.687500 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -318306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -318311.625000 Penalty: 3940.292236
	Iteration 15Q: 3 clusters Score -318311.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -318318.468750 Penalty: 3940.292236
	Iteration 16Q: 3 clusters Score -318318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -318321.156250 Penalty: 3940.292236
	Iteration 17Q: 3 clusters Score -318321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -318322.687500 Penalty: 3940.292236
	Iteration 18Q: 3 clusters Score -318322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -318322.843750 Penalty: 3940.292236
	Iteration 19Q: 3 clusters Score -318322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -318322.843750 Penalty: 3940.292236
	Iteration 20F: 3 clusters Score -318322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -645970.750000 Penalty: 2150.818848
	Iteration 0F: 2 clusters Score -645970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -640907.625000 Penalty: 4301.637695
	Iteration 0F: 3 clusters Score -640907.6 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -642220.187500 Penalty: 4301.637695
	Iteration 1F: 3 clusters Score -642220.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -642597.562500 Penalty: 4301.637695
	Iteration 2F: 3 clusters Score -642597.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -642907.125000 Penalty: 4301.637695
	Iteration 3F: 3 clusters Score -642907.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -643179.750000 Penalty: 4301.637695
	Iteration 4F: 3 clusters Score -643179.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -643413.062500 Penalty: 4301.637695
	Iteration 5F: 3 clusters Score -643413.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -643594.125000 Penalty: 4301.637695
	Iteration 6F: 3 clusters Score -643594.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -643727.125000 Penalty: 4301.637695
	Iteration 7Q: 3 clusters Score -643727.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -643840.000000 Penalty: 4301.637695
	Iteration 8Q: 3 clusters Score -643840 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -643938.687500 Penalty: 4301.637695
	Iteration 9Q: 3 clusters Score -643938.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -644016.937500 Penalty: 4301.637695
	Iteration 10Q: 3 clusters Score -644016.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -644091.437500 Penalty: 4301.637695
	Iteration 11Q: 3 clusters Score -644091.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -644160.625000 Penalty: 4301.637695
	Iteration 12Q: 3 clusters Score -644160.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -644212.250000 Penalty: 4301.637695
	Iteration 13Q: 3 clusters Score -644212.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -644268.250000 Penalty: 4301.637695
	Iteration 14Q: 3 clusters Score -644268.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -644315.187500 Penalty: 4301.637695
	Iteration 15Q: 3 clusters Score -644315.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -644346.375000 Penalty: 4301.637695
	Iteration 16Q: 3 clusters Score -644346.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -644374.437500 Penalty: 4301.637695
	Iteration 17Q: 3 clusters Score -644374.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -644397.250000 Penalty: 4301.637695
	Iteration 18Q: 3 clusters Score -644397.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -644419.687500 Penalty: 4301.637695
	Iteration 19Q: 3 clusters Score -644419.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -644446.062500 Penalty: 4301.637695
	Iteration 20F: 3 clusters Score -644446.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -644472.000000 Penalty: 4301.637695
	Iteration 21Q: 3 clusters Score -644472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -644497.562500 Penalty: 4301.637695
	Iteration 22Q: 3 clusters Score -644497.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -644524.875000 Penalty: 4301.637695
	Iteration 23Q: 3 clusters Score -644524.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -644541.062500 Penalty: 4301.637695
	Iteration 24Q: 3 clusters Score -644541.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -644559.875000 Penalty: 4301.637695
	Iteration 25Q: 3 clusters Score -644559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -644576.375000 Penalty: 4301.637695
	Iteration 26Q: 3 clusters Score -644576.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -644588.187500 Penalty: 4301.637695
	Iteration 27Q: 3 clusters Score -644588.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -644601.125000 Penalty: 4301.637695
	Iteration 28Q: 3 clusters Score -644601.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -644607.875000 Penalty: 4301.637695
	Iteration 29Q: 3 clusters Score -644607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -644615.312500 Penalty: 4301.637695
	Iteration 30Q: 3 clusters Score -644615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -644616.937500 Penalty: 4301.637695
	Iteration 31Q: 3 clusters Score -644616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -644622.812500 Penalty: 4301.637695
	Iteration 32Q: 3 clusters Score -644622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -644626.562500 Penalty: 4301.637695
	Iteration 33Q: 3 clusters Score -644626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -644629.875000 Penalty: 4301.637695
	Iteration 34Q: 3 clusters Score -644629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -644630.437500 Penalty: 4301.637695
	Iteration 35Q: 3 clusters Score -644630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -644629.625000 Penalty: 4301.637695
	Iteration 36Q: 3 clusters Score -644629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -644633.250000 Penalty: 4301.637695
	Iteration 37Q: 3 clusters Score -644633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -644634.062500 Penalty: 4301.637695
	Iteration 38Q: 3 clusters Score -644634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -644634.562500 Penalty: 4301.637695
	Iteration 39Q: 3 clusters Score -644634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -644634.750000 Penalty: 4301.637695
	Iteration 40F: 3 clusters Score -644634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -644635.437500 Penalty: 4301.637695
	Iteration 41Q: 3 clusters Score -644635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -644635.750000 Penalty: 4301.637695
	Iteration 42Q: 3 clusters Score -644635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -644637.937500 Penalty: 4301.637695
	Iteration 43Q: 3 clusters Score -644637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -644637.937500 Penalty: 4301.637695
	Iteration 44F: 3 clusters Score -644637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 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 197 members 
Entering Unmasked Estep 
Score: -39015.203125 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39015.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39186.101562 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39186.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39214.144531 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -39214.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39239.222656 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39239.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39263.683594 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39263.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39276.546875 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39276.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39281.003906 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39285.769531 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39285.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39285.769531 Penalty: 2984.013916
	Iteration 8F: 3 clusters Score -39285.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 188459 members 
Mstep: Class 5 contains 36780 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12922 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319648 members 
Mstep: Class 18 contains 80762 members 
Mstep: Class 19 contains 53777 members 
Mstep: Class 20 contains 99753 members 
Mstep: Class 21 contains 96240 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 64630 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978192.000000 Penalty: 99245.718750
Iteration 119Q: 29 clusters Score -1.839782e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 188652 members 
Mstep: Class 5 contains 36778 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12951 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83782 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323750 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 19593 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 319609 members 
Mstep: Class 18 contains 80772 members 
Mstep: Class 19 contains 53886 members 
Mstep: Class 20 contains 99909 members 
Mstep: Class 21 contains 96188 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 6138 members 
Mstep: Class 24 contains 64723 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 183032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978480.000000 Penalty: 99245.718750
Iteration 120F: 29 clusters Score -1.839785e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8483 members 
Mstep: Class 4 contains 188447 members 
Mstep: Class 5 contains 36722 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12906 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83773 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323515 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 14 contains 19527 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 319694 members 
Mstep: Class 18 contains 80749 members 
Mstep: Class 19 contains 53760 members 
Mstep: Class 20 contains 99782 members 
Mstep: Class 21 contains 95954 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 6260 members 
Mstep: Class 24 contains 64609 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5841 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 184045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978880.000000 Penalty: 99245.718750
Iteration 121Q: 29 clusters Score -1.839789e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 188229 members 
Mstep: Class 5 contains 36684 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12880 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323447 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 319816 members 
Mstep: Class 18 contains 80737 members 
Mstep: Class 19 contains 53685 members 
Mstep: Class 20 contains 99710 members 
Mstep: Class 21 contains 95719 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 6358 members 
Mstep: Class 24 contains 64509 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5843 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 184661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978800.000000 Penalty: 99245.718750
Iteration 122Q: 29 clusters Score -1.839788e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 188015 members 
Mstep: Class 5 contains 36655 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 12871 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83758 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323333 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 19458 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 319987 members 
Mstep: Class 18 contains 80714 members 
Mstep: Class 19 contains 53627 members 
Mstep: Class 20 contains 99647 members 
Mstep: Class 21 contains 95505 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 64444 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978688.000000 Penalty: 99245.718750
Iteration 123Q: 29 clusters Score -1.839787e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8466 members 
Mstep: Class 4 contains 187845 members 
Mstep: Class 5 contains 36621 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12864 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323238 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 19439 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 320194 members 
Mstep: Class 18 contains 80691 members 
Mstep: Class 19 contains 53569 members 
Mstep: Class 20 contains 99586 members 
Mstep: Class 21 contains 95281 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 64355 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978640.000000 Penalty: 99245.718750
Iteration 124Q: 29 clusters Score -1.839786e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 187630 members 
Mstep: Class 5 contains 36593 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 12852 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83747 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323222 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 19429 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7114 members 
Mstep: Class 17 contains 320330 members 
Mstep: Class 18 contains 80685 members 
Mstep: Class 19 contains 53520 members 
Mstep: Class 20 contains 99506 members 
Mstep: Class 21 contains 95079 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 6560 members 
Mstep: Class 24 contains 64270 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5857 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978704.000000 Penalty: 99245.718750
Iteration 125Q: 29 clusters Score -1.839787e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 187435 members 
Mstep: Class 5 contains 36562 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 12841 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83741 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323265 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 19415 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 320475 members 
Mstep: Class 18 contains 80671 members 
Mstep: Class 19 contains 53477 members 
Mstep: Class 20 contains 99413 members 
Mstep: Class 21 contains 94879 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 64174 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978768.000000 Penalty: 99245.718750
Iteration 126Q: 29 clusters Score -1.839788e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 187235 members 
Mstep: Class 5 contains 36528 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83742 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323287 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 19402 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7115 members 
Mstep: Class 17 contains 320628 members 
Mstep: Class 18 contains 80657 members 
Mstep: Class 19 contains 53435 members 
Mstep: Class 20 contains 99314 members 
Mstep: Class 21 contains 94699 members 
Mstep: Class 22 contains 4718 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 64063 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5867 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978944.000000 Penalty: 99245.718750
Iteration 127Q: 29 clusters Score -1.839789e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8454 members 
Mstep: Class 4 contains 187045 members 
Mstep: Class 5 contains 36490 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 12822 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83747 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 3043 members 
Mstep: Class 14 contains 19392 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 320765 members 
Mstep: Class 18 contains 80651 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 99198 members 
Mstep: Class 21 contains 94519 members 
Mstep: Class 22 contains 4721 members 
Mstep: Class 23 contains 6715 members 
Mstep: Class 24 contains 63985 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5870 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979024.000000 Penalty: 99245.718750
Iteration 128Q: 29 clusters Score -1.83979e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 186860 members 
Mstep: Class 5 contains 36465 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83745 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323343 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 19381 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 320899 members 
Mstep: Class 18 contains 80635 members 
Mstep: Class 19 contains 53361 members 
Mstep: Class 20 contains 99090 members 
Mstep: Class 21 contains 94347 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 63909 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 5874 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979120.000000 Penalty: 99245.718750
Iteration 129Q: 29 clusters Score -1.839791e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 186676 members 
Mstep: Class 5 contains 36430 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 12803 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83746 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323389 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 19371 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 321004 members 
Mstep: Class 18 contains 80625 members 
Mstep: Class 19 contains 53321 members 
Mstep: Class 20 contains 98994 members 
Mstep: Class 21 contains 94209 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 63846 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 5877 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978944.000000 Penalty: 99245.718750
Iteration 130Q: 29 clusters Score -1.839789e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 186495 members 
Mstep: Class 5 contains 36394 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 12792 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83746 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323490 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 19370 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7116 members 
Mstep: Class 17 contains 321044 members 
Mstep: Class 18 contains 80622 members 
Mstep: Class 19 contains 53289 members 
Mstep: Class 20 contains 98873 members 
Mstep: Class 21 contains 94070 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 63783 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 5882 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978992.000000 Penalty: 99245.718750
Iteration 131Q: 29 clusters Score -1.83979e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 186312 members 
Mstep: Class 5 contains 36371 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83741 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323624 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 14 contains 19378 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 321049 members 
Mstep: Class 18 contains 80617 members 
Mstep: Class 19 contains 53249 members 
Mstep: Class 20 contains 98738 members 
Mstep: Class 21 contains 93950 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 63722 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979216.000000 Penalty: 99245.718750
Iteration 132Q: 29 clusters Score -1.839792e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 186148 members 
Mstep: Class 5 contains 36352 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12752 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83738 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323696 members 
Mstep: Class 13 contains 4234 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 321020 members 
Mstep: Class 18 contains 80616 members 
Mstep: Class 19 contains 53211 members 
Mstep: Class 20 contains 98632 members 
Mstep: Class 21 contains 93848 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 6944 members 
Mstep: Class 24 contains 63660 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 5896 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183978960.000000 Penalty: 99245.718750
Iteration 133Q: 29 clusters Score -1.83979e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 185962 members 
Mstep: Class 5 contains 36330 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 12740 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83739 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323748 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 321018 members 
Mstep: Class 18 contains 80602 members 
Mstep: Class 19 contains 53165 members 
Mstep: Class 20 contains 98525 members 
Mstep: Class 21 contains 93728 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 6995 members 
Mstep: Class 24 contains 63586 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5904 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979200.000000 Penalty: 99245.718750
Iteration 134Q: 29 clusters Score -1.839792e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 185811 members 
Mstep: Class 5 contains 36314 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 12727 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83734 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323698 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 19383 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 320991 members 
Mstep: Class 18 contains 80598 members 
Mstep: Class 19 contains 53129 members 
Mstep: Class 20 contains 98448 members 
Mstep: Class 21 contains 93616 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 63510 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979584.000000 Penalty: 99245.718750
Iteration 135Q: 29 clusters Score -1.839796e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 185665 members 
Mstep: Class 5 contains 36292 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83734 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323666 members 
Mstep: Class 13 contains 5599 members 
Mstep: Class 14 contains 19376 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 320967 members 
Mstep: Class 18 contains 80592 members 
Mstep: Class 19 contains 53080 members 
Mstep: Class 20 contains 98367 members 
Mstep: Class 21 contains 93487 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 7073 members 
Mstep: Class 24 contains 63434 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183979680.000000 Penalty: 99245.718750
Iteration 136Q: 29 clusters Score -1.839797e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 185523 members 
Mstep: Class 5 contains 36279 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83732 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323672 members 
Mstep: Class 13 contains 6081 members 
Mstep: Class 14 contains 19379 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 320960 members 
Mstep: Class 18 contains 80575 members 
Mstep: Class 19 contains 53035 members 
Mstep: Class 20 contains 98286 members 
Mstep: Class 21 contains 93364 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 63372 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 5923 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980432.000000 Penalty: 99245.718750
Iteration 137Q: 29 clusters Score -1.839804e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 36267 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 12704 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 83734 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323655 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 320987 members 
Mstep: Class 18 contains 80571 members 
Mstep: Class 19 contains 52991 members 
Mstep: Class 20 contains 98203 members 
Mstep: Class 21 contains 93245 members 
Mstep: Class 22 contains 4717 members 
Mstep: Class 23 contains 7154 members 
Mstep: Class 24 contains 63324 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980576.000000 Penalty: 99245.718750
Iteration 138Q: 29 clusters Score -1.839806e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 185274 members 
Mstep: Class 5 contains 36247 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12691 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83732 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323619 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 19374 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 321004 members 
Mstep: Class 18 contains 80564 members 
Mstep: Class 19 contains 52941 members 
Mstep: Class 20 contains 98140 members 
Mstep: Class 21 contains 93140 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 7194 members 
Mstep: Class 24 contains 63265 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980720.000000 Penalty: 99245.718750
Iteration 139Q: 29 clusters Score -1.839807e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 185133 members 
Mstep: Class 5 contains 36237 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12682 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83732 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323576 members 
Mstep: Class 13 contains 7685 members 
Mstep: Class 14 contains 19369 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 321008 members 
Mstep: Class 18 contains 80548 members 
Mstep: Class 19 contains 52902 members 
Mstep: Class 20 contains 98063 members 
Mstep: Class 21 contains 93036 members 
Mstep: Class 22 contains 4718 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 63214 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981024.000000 Penalty: 99245.718750
Iteration 140F: 29 clusters Score -1.83981e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 184971 members 
Mstep: Class 5 contains 36231 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83733 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323546 members 
Mstep: Class 13 contains 8250 members 
Mstep: Class 14 contains 19369 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 321015 members 
Mstep: Class 18 contains 80523 members 
Mstep: Class 19 contains 52873 members 
Mstep: Class 20 contains 98007 members 
Mstep: Class 21 contains 92938 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 7274 members 
Mstep: Class 24 contains 63150 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183980928.000000 Penalty: 99245.718750
Iteration 141Q: 29 clusters Score -1.839809e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 184836 members 
Mstep: Class 5 contains 36221 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83738 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323610 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 19373 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 320993 members 
Mstep: Class 18 contains 80481 members 
Mstep: Class 19 contains 52838 members 
Mstep: Class 20 contains 97939 members 
Mstep: Class 21 contains 92841 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 7310 members 
Mstep: Class 24 contains 63087 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981264.000000 Penalty: 99245.718750
Iteration 142Q: 29 clusters Score -1.839813e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 184708 members 
Mstep: Class 5 contains 36198 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83737 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323731 members 
Mstep: Class 13 contains 9306 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 320946 members 
Mstep: Class 18 contains 80450 members 
Mstep: Class 19 contains 52813 members 
Mstep: Class 20 contains 97884 members 
Mstep: Class 21 contains 92772 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 7349 members 
Mstep: Class 24 contains 63001 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981408.000000 Penalty: 99245.718750
Iteration 143Q: 29 clusters Score -1.839814e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 184611 members 
Mstep: Class 5 contains 36184 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83740 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323801 members 
Mstep: Class 13 contains 9788 members 
Mstep: Class 14 contains 19383 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 320905 members 
Mstep: Class 18 contains 80404 members 
Mstep: Class 19 contains 52779 members 
Mstep: Class 20 contains 97830 members 
Mstep: Class 21 contains 92743 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 7387 members 
Mstep: Class 24 contains 62941 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183981888.000000 Penalty: 99245.718750
Iteration 144Q: 29 clusters Score -1.839819e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 184496 members 
Mstep: Class 5 contains 36177 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83743 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323798 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 17 contains 320899 members 
Mstep: Class 18 contains 80368 members 
Mstep: Class 19 contains 52742 members 
Mstep: Class 20 contains 97766 members 
Mstep: Class 21 contains 92711 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 62881 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 5993 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183982176.000000 Penalty: 99245.718750
Iteration 145Q: 29 clusters Score -1.839822e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 184381 members 
Mstep: Class 5 contains 36163 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83744 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323803 members 
Mstep: Class 13 contains 10660 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 320876 members 
Mstep: Class 18 contains 80328 members 
Mstep: Class 19 contains 52703 members 
Mstep: Class 20 contains 97728 members 
Mstep: Class 21 contains 92689 members 
Mstep: Class 22 contains 4712 members 
Mstep: Class 23 contains 7469 members 
Mstep: Class 24 contains 62822 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183982336.000000 Penalty: 99245.718750
Iteration 146Q: 29 clusters Score -1.839823e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 184276 members 
Mstep: Class 5 contains 36154 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83739 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323823 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 19394 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 320821 members 
Mstep: Class 18 contains 80294 members 
Mstep: Class 19 contains 52661 members 
Mstep: Class 20 contains 97702 members 
Mstep: Class 21 contains 92666 members 
Mstep: Class 22 contains 4717 members 
Mstep: Class 23 contains 7525 members 
Mstep: Class 24 contains 62747 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183982896.000000 Penalty: 99245.718750
Iteration 147Q: 29 clusters Score -1.839829e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 184170 members 
Mstep: Class 5 contains 36156 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83739 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323757 members 
Mstep: Class 13 contains 11418 members 
Mstep: Class 14 contains 19381 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7140 members 
Mstep: Class 17 contains 320843 members 
Mstep: Class 18 contains 80265 members 
Mstep: Class 19 contains 52615 members 
Mstep: Class 20 contains 97679 members 
Mstep: Class 21 contains 92663 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 7573 members 
Mstep: Class 24 contains 62670 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 6053 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983040.000000 Penalty: 99245.718750
Iteration 148Q: 29 clusters Score -1.83983e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 184054 members 
Mstep: Class 5 contains 36153 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83733 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323720 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 19377 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7144 members 
Mstep: Class 17 contains 320852 members 
Mstep: Class 18 contains 80242 members 
Mstep: Class 19 contains 52562 members 
Mstep: Class 20 contains 97673 members 
Mstep: Class 21 contains 92645 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 7618 members 
Mstep: Class 24 contains 62601 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6062 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983584.000000 Penalty: 99245.718750
Iteration 149Q: 29 clusters Score -1.839836e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 183945 members 
Mstep: Class 5 contains 36155 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12619 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83738 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323656 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 19379 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 17 contains 320852 members 
Mstep: Class 18 contains 80228 members 
Mstep: Class 19 contains 52523 members 
Mstep: Class 20 contains 97658 members 
Mstep: Class 21 contains 92636 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 7655 members 
Mstep: Class 24 contains 62539 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6067 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983744.000000 Penalty: 99245.718750
Iteration 150Q: 29 clusters Score -1.839837e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 183806 members 
Mstep: Class 5 contains 36163 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83738 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323623 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 19378 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 17 contains 320845 members 
Mstep: Class 18 contains 80217 members 
Mstep: Class 19 contains 52479 members 
Mstep: Class 20 contains 97645 members 
Mstep: Class 21 contains 92607 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 7704 members 
Mstep: Class 24 contains 62501 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6071 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983792.000000 Penalty: 99245.718750
Iteration 151Q: 29 clusters Score -1.839838e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 183689 members 
Mstep: Class 5 contains 36172 members 
Mstep: Class 6 contains 1364 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12617 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83742 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323610 members 
Mstep: Class 13 contains 12737 members 
Mstep: Class 14 contains 19377 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 17 contains 320825 members 
Mstep: Class 18 contains 80205 members 
Mstep: Class 19 contains 52458 members 
Mstep: Class 20 contains 97645 members 
Mstep: Class 21 contains 92590 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 7752 members 
Mstep: Class 24 contains 62437 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183983936.000000 Penalty: 99245.718750
Iteration 152Q: 29 clusters Score -1.839839e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 183571 members 
Mstep: Class 5 contains 36161 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83742 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323563 members 
Mstep: Class 13 contains 13028 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 320810 members 
Mstep: Class 18 contains 80191 members 
Mstep: Class 19 contains 52432 members 
Mstep: Class 20 contains 97640 members 
Mstep: Class 21 contains 92585 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 62397 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6082 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984384.000000 Penalty: 99245.718750
Iteration 153Q: 29 clusters Score -1.839844e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 183475 members 
Mstep: Class 5 contains 36144 members 
Mstep: Class 6 contains 1360 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83744 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323528 members 
Mstep: Class 13 contains 13303 members 
Mstep: Class 14 contains 19388 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 320785 members 
Mstep: Class 18 contains 80173 members 
Mstep: Class 19 contains 52412 members 
Mstep: Class 20 contains 97612 members 
Mstep: Class 21 contains 92589 members 
Mstep: Class 22 contains 4721 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 62379 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6088 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984496.000000 Penalty: 99245.718750
Iteration 154Q: 29 clusters Score -1.839845e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 183370 members 
Mstep: Class 5 contains 36130 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12595 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83748 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323518 members 
Mstep: Class 13 contains 13552 members 
Mstep: Class 14 contains 19393 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7151 members 
Mstep: Class 17 contains 320717 members 
Mstep: Class 18 contains 80178 members 
Mstep: Class 19 contains 52395 members 
Mstep: Class 20 contains 97581 members 
Mstep: Class 21 contains 92597 members 
Mstep: Class 22 contains 4722 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 62345 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6095 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183984880.000000 Penalty: 99245.718750
Iteration 155Q: 29 clusters Score -1.839849e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 183265 members 
Mstep: Class 5 contains 36123 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12587 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83746 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323532 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 19411 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7151 members 
Mstep: Class 17 contains 320651 members 
Mstep: Class 18 contains 80169 members 
Mstep: Class 19 contains 52371 members 
Mstep: Class 20 contains 97552 members 
Mstep: Class 21 contains 92620 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 7879 members 
Mstep: Class 24 contains 62304 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985152.000000 Penalty: 99245.718750
Iteration 156Q: 29 clusters Score -1.839852e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 183146 members 
Mstep: Class 5 contains 36110 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12577 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83744 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323519 members 
Mstep: Class 13 contains 13985 members 
Mstep: Class 14 contains 19418 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7156 members 
Mstep: Class 17 contains 320583 members 
Mstep: Class 18 contains 80165 members 
Mstep: Class 19 contains 52343 members 
Mstep: Class 20 contains 97536 members 
Mstep: Class 21 contains 92635 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 7920 members 
Mstep: Class 24 contains 62268 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6106 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985072.000000 Penalty: 99245.718750
Iteration 157Q: 29 clusters Score -1.839851e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 183045 members 
Mstep: Class 5 contains 36085 members 
Mstep: Class 6 contains 1355 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83746 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323499 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 19427 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7158 members 
Mstep: Class 17 contains 320538 members 
Mstep: Class 18 contains 80165 members 
Mstep: Class 19 contains 52311 members 
Mstep: Class 20 contains 97508 members 
Mstep: Class 21 contains 92658 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 7961 members 
Mstep: Class 24 contains 62210 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6110 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985408.000000 Penalty: 99245.718750
Iteration 158Q: 29 clusters Score -1.839854e+08 nChanged 1780
Entering ConstructFrom: 
Score: -183985408.000000 Penalty: 99245.718750
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 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 448 members 
Entering Unmasked Estep 
Score: -84392.398438 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84392.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84790.328125 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84790.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -84927.640625 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -84927.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85040.835938 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85040.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85122.054688 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -85122.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -85245.289062 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85245.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85366.078125 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85366.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -85487.390625 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85487.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -85599.046875 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85599.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85679.492188 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85679.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85719.468750 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85719.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85759.367188 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85759.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -85801.617188 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -85801.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85832.234375 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -85832.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85856.437500 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -85856.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85911.039062 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -85911.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -85964.218750 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -85964.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86007.265625 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -86007.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86090.789062 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -86090.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86139.000000 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -86139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86196.109375 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -86196.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86224.203125 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -86224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86226.054688 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -86226.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86227.085938 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -86227.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86227.085938 Penalty: 3360.014893
	Iteration 24F: 3 clusters Score -86227.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 578 members 
Entering Unmasked Estep 
Score: -183983872.000000 Penalty: 102790.210938
Splitting cluster 1 changes total score from -183985408.000000 to -183983872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 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 834 members 
Entering Unmasked Estep 
Score: -176741.390625 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176741.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -177554.234375 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177554.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177892.000000 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -177892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178192.843750 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -178192.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178602.000000 Penalty: 3671.010742
	Iteration 4Q: 3 clusters Score -178602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179062.781250 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -179062.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -179275.296875 Penalty: 3671.010742
	Iteration 6F: 3 clusters Score -179275.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -179414.781250 Penalty: 3671.010742
	Iteration 7F: 3 clusters Score -179414.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -179525.984375 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -179526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179755.453125 Penalty: 3671.010742
	Iteration 9F: 3 clusters Score -179755.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -180005.750000 Penalty: 3671.010742
	Iteration 10F: 3 clusters Score -180005.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -180226.703125 Penalty: 3671.010742
	Iteration 11F: 3 clusters Score -180226.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -180303.937500 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -180303.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -180331.250000 Penalty: 3671.010742
	Iteration 13Q: 3 clusters Score -180331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -180340.828125 Penalty: 3671.010742
	Iteration 14Q: 3 clusters Score -180340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -180345.000000 Penalty: 3671.010742
	Iteration 15Q: 3 clusters Score -180345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -180349.500000 Penalty: 3671.010742
	Iteration 16Q: 3 clusters Score -180349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -180352.671875 Penalty: 3671.010742
	Iteration 17Q: 3 clusters Score -180352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -180352.671875 Penalty: 3671.010742
	Iteration 18F: 3 clusters Score -180352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 1413 members 
Entering Unmasked Estep 
Score: -183984448.000000 Penalty: 102790.210938
Splitting cluster 2 changes total score from -183985408.000000 to -183984448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -956542.062500 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -956542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -949759.562500 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -949759.6 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -951697.312500 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -951697.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -952057.375000 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -952057.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -952368.062500 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -952368.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -952718.375000 Penalty: 4484.264648
	Iteration 4F: 3 clusters Score -952718.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -953165.375000 Penalty: 4484.264648
	Iteration 5F: 3 clusters Score -953165.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -953656.375000 Penalty: 4484.264648
	Iteration 6F: 3 clusters Score -953656.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -954154.875000 Penalty: 4484.264648
	Iteration 7F: 3 clusters Score -954154.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -954537.250000 Penalty: 4484.264648
	Iteration 8F: 3 clusters Score -954537.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -954790.437500 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -954790.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -954930.500000 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -954930.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -955003.562500 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -955003.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -955036.375000 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -955036.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -955054.500000 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -955054.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -955065.937500 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -955065.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -955074.937500 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -955074.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -955084.250000 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -955084.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -955085.312500 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -955085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -955089.500000 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -955089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -955088.000000 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -955088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -955089.750000 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -955089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -955088.500000 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -955088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -955092.875000 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -955092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -955093.812500 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -955093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -955093.375000 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -955093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -955093.937500 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -955093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -955095.812500 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -955095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -955096.375000 Penalty: 4484.264648
	Iteration 27Q: 3 clusters Score -955096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -955095.437500 Penalty: 4484.264648
	Iteration 28Q: 3 clusters Score -955095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -955095.750000 Penalty: 4484.264648
	Iteration 29Q: 3 clusters Score -955095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -955097.062500 Penalty: 4484.264648
	Iteration 30Q: 3 clusters Score -955097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -955097.062500 Penalty: 4484.264648
	Iteration 31F: 3 clusters Score -955097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Entering Unmasked Estep 
Score: -21535540.000000 Penalty: 3005.044678
	Iteration 0F: 2 clusters Score -2.153554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -21414130.000000 Penalty: 6010.089355
	Iteration 0F: 3 clusters Score -2.141413e+07 nChanged 87771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -21465318.000000 Penalty: 6010.089355
	Iteration 1F: 3 clusters Score -2.146532e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -21466756.000000 Penalty: 6010.089355
	Iteration 2Q: 3 clusters Score -2.146676e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -21468498.000000 Penalty: 6010.089355
	Iteration 3Q: 3 clusters Score -2.14685e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -21470756.000000 Penalty: 6010.089355
	Iteration 4Q: 3 clusters Score -2.147076e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -21474014.000000 Penalty: 6010.089355
	Iteration 5Q: 3 clusters Score -2.147401e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -21478724.000000 Penalty: 6010.089355
	Iteration 6Q: 3 clusters Score -2.147872e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -21485748.000000 Penalty: 6010.089355
	Iteration 7F: 3 clusters Score -2.148575e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127108 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -21494448.000000 Penalty: 6010.089355
	Iteration 8F: 3 clusters Score -2.149445e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135007 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -21503234.000000 Penalty: 6010.089355
	Iteration 9F: 3 clusters Score -2.150323e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -21509870.000000 Penalty: 6010.089355
	Iteration 10F: 3 clusters Score -2.150987e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -21514310.000000 Penalty: 6010.089355
	Iteration 11Q: 3 clusters Score -2.151431e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -21517136.000000 Penalty: 6010.089355
	Iteration 12Q: 3 clusters Score -2.151714e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -21519516.000000 Penalty: 6010.089355
	Iteration 13Q: 3 clusters Score -2.151952e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -21521260.000000 Penalty: 6010.089355
	Iteration 14Q: 3 clusters Score -2.152126e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -21522998.000000 Penalty: 6010.089355
	Iteration 15Q: 3 clusters Score -2.1523e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -21524724.000000 Penalty: 6010.089355
	Iteration 16Q: 3 clusters Score -2.152472e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -21526368.000000 Penalty: 6010.089355
	Iteration 17Q: 3 clusters Score -2.152637e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171861 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -21527792.000000 Penalty: 6010.089355
	Iteration 18Q: 3 clusters Score -2.152779e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -21528872.000000 Penalty: 6010.089355
	Iteration 19Q: 3 clusters Score -2.152887e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176200 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -21529908.000000 Penalty: 6010.089355
	Iteration 20F: 3 clusters Score -2.152991e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177816 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -21530772.000000 Penalty: 6010.089355
	Iteration 21Q: 3 clusters Score -2.153077e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178993 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -21531404.000000 Penalty: 6010.089355
	Iteration 22Q: 3 clusters Score -2.15314e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179851 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21531862.000000 Penalty: 6010.089355
	Iteration 23Q: 3 clusters Score -2.153186e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180448 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21532226.000000 Penalty: 6010.089355
	Iteration 24Q: 3 clusters Score -2.153223e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180870 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21532464.000000 Penalty: 6010.089355
	Iteration 25Q: 3 clusters Score -2.153246e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181159 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21532582.000000 Penalty: 6010.089355
	Iteration 26Q: 3 clusters Score -2.153258e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181390 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21532686.000000 Penalty: 6010.089355
	Iteration 27Q: 3 clusters Score -2.153269e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181556 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -21532838.000000 Penalty: 6010.089355
	Iteration 28Q: 3 clusters Score -2.153284e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181689 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21532870.000000 Penalty: 6010.089355
	Iteration 29Q: 3 clusters Score -2.153287e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181781 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21532882.000000 Penalty: 6010.089355
	Iteration 30Q: 3 clusters Score -2.153288e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181847 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21532910.000000 Penalty: 6010.089355
	Iteration 31Q: 3 clusters Score -2.153291e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21532946.000000 Penalty: 6010.089355
	Iteration 32Q: 3 clusters Score -2.153295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181941 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21532980.000000 Penalty: 6010.089355
	Iteration 33Q: 3 clusters Score -2.153298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21532994.000000 Penalty: 6010.089355
	Iteration 34Q: 3 clusters Score -2.153299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21533038.000000 Penalty: 6010.089355
	Iteration 35Q: 3 clusters Score -2.153304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21533070.000000 Penalty: 6010.089355
	Iteration 36Q: 3 clusters Score -2.153307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -21533062.000000 Penalty: 6010.089355
	Iteration 37Q: 3 clusters Score -2.153306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182074 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21533060.000000 Penalty: 6010.089355
	Iteration 38Q: 3 clusters Score -2.153306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21533064.000000 Penalty: 6010.089355
	Iteration 39Q: 3 clusters Score -2.153306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21533070.000000 Penalty: 6010.089355
	Iteration 40F: 3 clusters Score -2.153307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21533068.000000 Penalty: 6010.089355
	Iteration 41Q: 3 clusters Score -2.153307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182105 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -21533062.000000 Penalty: 6010.089355
	Iteration 42Q: 3 clusters Score -2.153306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182113 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21533056.000000 Penalty: 6010.089355
	Iteration 43Q: 3 clusters Score -2.153306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21533060.000000 Penalty: 6010.089355
	Iteration 44Q: 3 clusters Score -2.153306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182123 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21533072.000000 Penalty: 6010.089355
	Iteration 45Q: 3 clusters Score -2.153307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182128 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21533050.000000 Penalty: 6010.089355
	Iteration 46Q: 3 clusters Score -2.153305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182133 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21533052.000000 Penalty: 6010.089355
	Iteration 47Q: 3 clusters Score -2.153305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182136 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21533058.000000 Penalty: 6010.089355
	Iteration 48Q: 3 clusters Score -2.153306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182139 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21533064.000000 Penalty: 6010.089355
	Iteration 49Q: 3 clusters Score -2.153306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -21533066.000000 Penalty: 6010.089355
	Iteration 50Q: 3 clusters Score -2.153307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21533062.000000 Penalty: 6010.089355
	Iteration 51Q: 3 clusters Score -2.153306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21533070.000000 Penalty: 6010.089355
	Iteration 52Q: 3 clusters Score -2.153307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21533074.000000 Penalty: 6010.089355
	Iteration 53Q: 3 clusters Score -2.153307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21533092.000000 Penalty: 6010.089355
	Iteration 54Q: 3 clusters Score -2.153309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182154 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -21533092.000000 Penalty: 6010.089355
	Iteration 55Q: 3 clusters Score -2.153309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182161 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -21533096.000000 Penalty: 6010.089355
	Iteration 56Q: 3 clusters Score -2.15331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21533086.000000 Penalty: 6010.089355
	Iteration 57Q: 3 clusters Score -2.153309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182166 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21533084.000000 Penalty: 6010.089355
	Iteration 58Q: 3 clusters Score -2.153308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182166 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21533084.000000 Penalty: 6010.089355
	Iteration 59F: 3 clusters Score -2.153308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Entering Unmasked Estep 
Score: -4299426.500000 Penalty: 2602.297119
	Iteration 0F: 2 clusters Score -4299426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -4274715.000000 Penalty: 5204.594238
	Iteration 0F: 3 clusters Score -4274715 nChanged 16383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4283530.500000 Penalty: 5204.594238
	Iteration 1F: 3 clusters Score -4283530 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4283973.000000 Penalty: 5204.594238
	Iteration 2Q: 3 clusters Score -4283973 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4284352.500000 Penalty: 5204.594238
	Iteration 3Q: 3 clusters Score -4284352 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4284644.500000 Penalty: 5204.594238
	Iteration 4Q: 3 clusters Score -4284644 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4284878.500000 Penalty: 5204.594238
	Iteration 5Q: 3 clusters Score -4284878 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4285101.500000 Penalty: 5204.594238
	Iteration 6Q: 3 clusters Score -4285102 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4285294.000000 Penalty: 5204.594238
	Iteration 7Q: 3 clusters Score -4285294 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4285535.500000 Penalty: 5204.594238
	Iteration 8Q: 3 clusters Score -4285536 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4285778.500000 Penalty: 5204.594238
	Iteration 9Q: 3 clusters Score -4285778 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4286118.500000 Penalty: 5204.594238
	Iteration 10Q: 3 clusters Score -4286118 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4286627.500000 Penalty: 5204.594238
	Iteration 11Q: 3 clusters Score -4286628 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4287383.500000 Penalty: 5204.594238
	Iteration 12Q: 3 clusters Score -4287384 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4288480.500000 Penalty: 5204.594238
	Iteration 13Q: 3 clusters Score -4288480 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4290007.000000 Penalty: 5204.594238
	Iteration 14F: 3 clusters Score -4290007 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4291796.500000 Penalty: 5204.594238
	Iteration 15F: 3 clusters Score -4291796 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4293385.500000 Penalty: 5204.594238
	Iteration 16Q: 3 clusters Score -4293386 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -4294506.500000 Penalty: 5204.594238
	Iteration 17Q: 3 clusters Score -4294506 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4295179.500000 Penalty: 5204.594238
	Iteration 18Q: 3 clusters Score -4295180 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4295628.500000 Penalty: 5204.594238
	Iteration 19Q: 3 clusters Score -4295628 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4295956.000000 Penalty: 5204.594238
	Iteration 20F: 3 clusters Score -4295956 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4296227.000000 Penalty: 5204.594238
	Iteration 21Q: 3 clusters Score -4296227 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4296424.000000 Penalty: 5204.594238
	Iteration 22Q: 3 clusters Score -4296424 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4296583.500000 Penalty: 5204.594238
	Iteration 23Q: 3 clusters Score -4296584 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4296703.000000 Penalty: 5204.594238
	Iteration 24Q: 3 clusters Score -4296703 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4296804.500000 Penalty: 5204.594238
	Iteration 25Q: 3 clusters Score -4296804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4296910.500000 Penalty: 5204.594238
	Iteration 26Q: 3 clusters Score -4296910 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4296987.500000 Penalty: 5204.594238
	Iteration 27Q: 3 clusters Score -4296988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4297038.000000 Penalty: 5204.594238
	Iteration 28Q: 3 clusters Score -4297038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4297071.500000 Penalty: 5204.594238
	Iteration 29Q: 3 clusters Score -4297072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4297098.500000 Penalty: 5204.594238
	Iteration 30Q: 3 clusters Score -4297098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4297124.000000 Penalty: 5204.594238
	Iteration 31Q: 3 clusters Score -4297124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -4297142.000000 Penalty: 5204.594238
	Iteration 32Q: 3 clusters Score -4297142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4297164.000000 Penalty: 5204.594238
	Iteration 33Q: 3 clusters Score -4297164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4297176.000000 Penalty: 5204.594238
	Iteration 34Q: 3 clusters Score -4297176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4297200.000000 Penalty: 5204.594238
	Iteration 35Q: 3 clusters Score -4297200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4297213.500000 Penalty: 5204.594238
	Iteration 36Q: 3 clusters Score -4297214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4297219.500000 Penalty: 5204.594238
	Iteration 37Q: 3 clusters Score -4297220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4297232.500000 Penalty: 5204.594238
	Iteration 38Q: 3 clusters Score -4297232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4297229.500000 Penalty: 5204.594238
	Iteration 39Q: 3 clusters Score -4297230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4297245.500000 Penalty: 5204.594238
	Iteration 40F: 3 clusters Score -4297246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4297248.500000 Penalty: 5204.594238
	Iteration 41Q: 3 clusters Score -4297248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4297246.500000 Penalty: 5204.594238
	Iteration 42Q: 3 clusters Score -4297246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4297238.000000 Penalty: 5204.594238
	Iteration 43Q: 3 clusters Score -4297238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4297249.500000 Penalty: 5204.594238
	Iteration 44Q: 3 clusters Score -4297250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4297244.500000 Penalty: 5204.594238
	Iteration 45Q: 3 clusters Score -4297244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -4297242.500000 Penalty: 5204.594238
	Iteration 46Q: 3 clusters Score -4297242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4297246.500000 Penalty: 5204.594238
	Iteration 47Q: 3 clusters Score -4297246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4297249.500000 Penalty: 5204.594238
	Iteration 48Q: 3 clusters Score -4297250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4297250.000000 Penalty: 5204.594238
	Iteration 49Q: 3 clusters Score -4297250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4297255.500000 Penalty: 5204.594238
	Iteration 50Q: 3 clusters Score -4297256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4297265.500000 Penalty: 5204.594238
	Iteration 51Q: 3 clusters Score -4297266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4297264.000000 Penalty: 5204.594238
	Iteration 52Q: 3 clusters Score -4297264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4297273.500000 Penalty: 5204.594238
	Iteration 53Q: 3 clusters Score -4297274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4297276.000000 Penalty: 5204.594238
	Iteration 54Q: 3 clusters Score -4297276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4297275.500000 Penalty: 5204.594238
	Iteration 55Q: 3 clusters Score -4297276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4297278.500000 Penalty: 5204.594238
	Iteration 56Q: 3 clusters Score -4297278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4297277.000000 Penalty: 5204.594238
	Iteration 57Q: 3 clusters Score -4297277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4297282.500000 Penalty: 5204.594238
	Iteration 58Q: 3 clusters Score -4297282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4297284.500000 Penalty: 5204.594238
	Iteration 59Q: 3 clusters Score -4297284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4297285.500000 Penalty: 5204.594238
	Iteration 60F: 3 clusters Score -4297286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4297291.000000 Penalty: 5204.594238
	Iteration 61Q: 3 clusters Score -4297291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4297294.500000 Penalty: 5204.594238
	Iteration 62Q: 3 clusters Score -4297294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4297295.500000 Penalty: 5204.594238
	Iteration 63Q: 3 clusters Score -4297296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4297297.500000 Penalty: 5204.594238
	Iteration 64Q: 3 clusters Score -4297298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4297301.500000 Penalty: 5204.594238
	Iteration 65Q: 3 clusters Score -4297302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4297309.500000 Penalty: 5204.594238
	Iteration 66Q: 3 clusters Score -4297310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -4297311.000000 Penalty: 5204.594238
	Iteration 67Q: 3 clusters Score -4297311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4297311.000000 Penalty: 5204.594238
	Iteration 68Q: 3 clusters Score -4297311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -4297316.000000 Penalty: 5204.594238
	Iteration 69Q: 3 clusters Score -4297316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4297318.000000 Penalty: 5204.594238
	Iteration 70Q: 3 clusters Score -4297318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4297320.000000 Penalty: 5204.594238
	Iteration 71Q: 3 clusters Score -4297320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4297325.000000 Penalty: 5204.594238
	Iteration 72Q: 3 clusters Score -4297325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4297325.000000 Penalty: 5204.594238
	Iteration 73F: 3 clusters Score -4297325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -151123.281250 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -151123.3 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 719 members 
Entering Unmasked Estep 
Score: -148940.750000 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -148940.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -149284.500000 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -149284.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -149380.453125 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -149380.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -149420.937500 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -149420.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -149448.703125 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -149448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -149473.296875 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -149473.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149493.312500 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -149493.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -149509.515625 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -149509.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -149523.421875 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -149523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -149531.218750 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -149531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -149532.375000 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -149532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -149532.781250 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -149532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -149532.781250 Penalty: 3577.298096
	Iteration 12F: 3 clusters Score -149532.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -276404.093750 Penalty: 1952.746704
	Iteration 0F: 2 clusters Score -276404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -273457.812500 Penalty: 3905.493408
	Iteration 0F: 3 clusters Score -273457.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -274392.718750 Penalty: 3905.493408
	Iteration 1F: 3 clusters Score -274392.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -275054.656250 Penalty: 3905.493408
	Iteration 2F: 3 clusters Score -275054.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -275848.156250 Penalty: 3905.493408
	Iteration 3F: 3 clusters Score -275848.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -276447.687500 Penalty: 3905.493408
	Iteration 4F: 3 clusters Score -276447.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -276694.218750 Penalty: 3905.493408
	Iteration 5F: 3 clusters Score -276694.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -276774.062500 Penalty: 3905.493408
	Iteration 6Q: 3 clusters Score -276774.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -276823.031250 Penalty: 3905.493408
	Iteration 7Q: 3 clusters Score -276823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -276849.500000 Penalty: 3905.493408
	Iteration 8Q: 3 clusters Score -276849.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276860.156250 Penalty: 3905.493408
	Iteration 9Q: 3 clusters Score -276860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -276869.812500 Penalty: 3905.493408
	Iteration 10Q: 3 clusters Score -276869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276877.781250 Penalty: 3905.493408
	Iteration 11Q: 3 clusters Score -276877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276884.562500 Penalty: 3905.493408
	Iteration 12Q: 3 clusters Score -276884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276887.125000 Penalty: 3905.493408
	Iteration 13Q: 3 clusters Score -276887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -276889.812500 Penalty: 3905.493408
	Iteration 14Q: 3 clusters Score -276889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276893.062500 Penalty: 3905.493408
	Iteration 15Q: 3 clusters Score -276893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276895.437500 Penalty: 3905.493408
	Iteration 16Q: 3 clusters Score -276895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276896.468750 Penalty: 3905.493408
	Iteration 17Q: 3 clusters Score -276896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276897.375000 Penalty: 3905.493408
	Iteration 18Q: 3 clusters Score -276897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276897.375000 Penalty: 3905.493408
	Iteration 19F: 3 clusters Score -276897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 1245 members 
Entering Unmasked Estep 
Score: -183984768.000000 Penalty: 102790.210938
Splitting cluster 7 changes total score from -183985408.000000 to -183984768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Entering Unmasked Estep 
Score: -1363020.375000 Penalty: 2340.533691
	Iteration 0F: 2 clusters Score -1363020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1353793.250000 Penalty: 4681.067383
	Iteration 0F: 3 clusters Score -1353793 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1356850.250000 Penalty: 4681.067383
	Iteration 1F: 3 clusters Score -1356850 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1357760.250000 Penalty: 4681.067383
	Iteration 2F: 3 clusters Score -1357760 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1358796.000000 Penalty: 4681.067383
	Iteration 3F: 3 clusters Score -1358796 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1359561.375000 Penalty: 4681.067383
	Iteration 4F: 3 clusters Score -1359561 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1360108.000000 Penalty: 4681.067383
	Iteration 5F: 3 clusters Score -1360108 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1360528.875000 Penalty: 4681.067383
	Iteration 6F: 3 clusters Score -1360529 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1360883.625000 Penalty: 4681.067383
	Iteration 7Q: 3 clusters Score -1360884 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1361203.875000 Penalty: 4681.067383
	Iteration 8Q: 3 clusters Score -1361204 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1361514.875000 Penalty: 4681.067383
	Iteration 9Q: 3 clusters Score -1361515 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1361784.250000 Penalty: 4681.067383
	Iteration 10Q: 3 clusters Score -1361784 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1362062.500000 Penalty: 4681.067383
	Iteration 11Q: 3 clusters Score -1362062 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1362321.250000 Penalty: 4681.067383
	Iteration 12Q: 3 clusters Score -1362321 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1362511.125000 Penalty: 4681.067383
	Iteration 13Q: 3 clusters Score -1362511 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1362654.250000 Penalty: 4681.067383
	Iteration 14Q: 3 clusters Score -1362654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1362731.250000 Penalty: 4681.067383
	Iteration 15Q: 3 clusters Score -1362731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1362778.000000 Penalty: 4681.067383
	Iteration 16Q: 3 clusters Score -1362778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1362815.250000 Penalty: 4681.067383
	Iteration 17Q: 3 clusters Score -1362815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1362847.500000 Penalty: 4681.067383
	Iteration 18Q: 3 clusters Score -1362848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1362886.125000 Penalty: 4681.067383
	Iteration 19Q: 3 clusters Score -1362886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1362913.750000 Penalty: 4681.067383
	Iteration 20F: 3 clusters Score -1362914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1362931.625000 Penalty: 4681.067383
	Iteration 21Q: 3 clusters Score -1362932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1362942.500000 Penalty: 4681.067383
	Iteration 22Q: 3 clusters Score -1362942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1362946.250000 Penalty: 4681.067383
	Iteration 23Q: 3 clusters Score -1362946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1362957.500000 Penalty: 4681.067383
	Iteration 24Q: 3 clusters Score -1362958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1362961.875000 Penalty: 4681.067383
	Iteration 25Q: 3 clusters Score -1362962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1362966.500000 Penalty: 4681.067383
	Iteration 26Q: 3 clusters Score -1362966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1362973.500000 Penalty: 4681.067383
	Iteration 27Q: 3 clusters Score -1362974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1362972.000000 Penalty: 4681.067383
	Iteration 28Q: 3 clusters Score -1362972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1362983.625000 Penalty: 4681.067383
	Iteration 29Q: 3 clusters Score -1362984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1362990.375000 Penalty: 4681.067383
	Iteration 30Q: 3 clusters Score -1362990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1362993.250000 Penalty: 4681.067383
	Iteration 31Q: 3 clusters Score -1362993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1362998.250000 Penalty: 4681.067383
	Iteration 32Q: 3 clusters Score -1362998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1363001.125000 Penalty: 4681.067383
	Iteration 33Q: 3 clusters Score -1363001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1363002.625000 Penalty: 4681.067383
	Iteration 34Q: 3 clusters Score -1363003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1363002.625000 Penalty: 4681.067383
	Iteration 35F: 3 clusters Score -1363003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -52277.089844 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -52277.09 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 235 members 
Entering Unmasked Estep 
Score: -50740.082031 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -50740.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50879.609375 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -50879.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50925.738281 Penalty: 3077.460693
	Iteration 2Q: 3 clusters Score -50925.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50950.253906 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -50950.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50960.058594 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -50960.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50966.105469 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -50966.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50973.156250 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -50973.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50981.582031 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -50981.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50990.089844 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -50990.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50991.722656 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -50991.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50995.976562 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -50995.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50995.976562 Penalty: 3077.460693
	Iteration 11F: 3 clusters Score -50995.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Entering Unmasked Estep 
Score: -9748154.000000 Penalty: 2811.229736
	Iteration 0F: 2 clusters Score -9748154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -9692061.000000 Penalty: 5622.459473
	Iteration 0F: 3 clusters Score -9692061 nChanged 39400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -9714941.000000 Penalty: 5622.459473
	Iteration 1F: 3 clusters Score -9714941 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -9716661.000000 Penalty: 5622.459473
	Iteration 2Q: 3 clusters Score -9716661 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -9719289.000000 Penalty: 5622.459473
	Iteration 3F: 3 clusters Score -9719289 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -9723245.000000 Penalty: 5622.459473
	Iteration 4F: 3 clusters Score -9723245 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -9727534.000000 Penalty: 5622.459473
	Iteration 5F: 3 clusters Score -9727534 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -9730970.000000 Penalty: 5622.459473
	Iteration 6F: 3 clusters Score -9730970 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -9733454.000000 Penalty: 5622.459473
	Iteration 7F: 3 clusters Score -9733454 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -9735117.000000 Penalty: 5622.459473
	Iteration 8Q: 3 clusters Score -9735117 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9736404.000000 Penalty: 5622.459473
	Iteration 9Q: 3 clusters Score -9736404 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -9737649.000000 Penalty: 5622.459473
	Iteration 10Q: 3 clusters Score -9737649 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -9738851.000000 Penalty: 5622.459473
	Iteration 11Q: 3 clusters Score -9738851 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -9740000.000000 Penalty: 5622.459473
	Iteration 12Q: 3 clusters Score -9740000 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -9740853.000000 Penalty: 5622.459473
	Iteration 13Q: 3 clusters Score -9740853 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -9741546.000000 Penalty: 5622.459473
	Iteration 14Q: 3 clusters Score -9741546 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -9741931.000000 Penalty: 5622.459473
	Iteration 15Q: 3 clusters Score -9741931 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -9742211.000000 Penalty: 5622.459473
	Iteration 16Q: 3 clusters Score -9742211 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -9742385.000000 Penalty: 5622.459473
	Iteration 17Q: 3 clusters Score -9742385 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9742501 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9742566 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9742668 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9742729 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9742806 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9742825 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9742836 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9742846 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9742886 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9742909 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9742919 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9742957 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9742952 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9742969 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9742982 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9743013 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9743042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9743055 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9743077 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9743080 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9743071 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9743077 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9743085 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9743078 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9743113 nChanged 158
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Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9743140 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9743148 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9743156 nChanged 131
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Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9743169 nChanged 111
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Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -9743173.000000 Penalty: 5622.459473
	Iteration 47Q: 3 clusters Score -9743173 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9743196 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9743194 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9743202 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9743198 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9743204 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33040 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9743213 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32977 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9743228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9743228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9743224 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9743222 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32627 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9743242 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32532 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9743232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9743245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9743263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9743284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9743289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9743299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9743293 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9743301 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9743281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9743294 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31780 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9743277 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31724 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9743277 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31660 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9743283 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31610 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9743300 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31564 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9743296 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9743307 nChanged 51
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Mstep: Class 1 contains 31465 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9743296 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9743296 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31387 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9743299 nChanged 29
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Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9743301 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31325 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9743299 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -9743302.000000 Penalty: 5622.459473
	Iteration 80F: 3 clusters Score -9743302 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9743305 nChanged 43
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9743298 nChanged 45
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Mstep: Class 1 contains 31163 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9743305 nChanged 42
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9743301 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31090 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9743322 nChanged 28
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9743320 nChanged 36
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	Iteration 87Q: 3 clusters Score -9743327 nChanged 39
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	Iteration 88Q: 3 clusters Score -9743332 nChanged 34
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Mstep: Class 1 contains 30955 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9743332 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30915 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9743342 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30875 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9743341 nChanged 44
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Mstep: Class 1 contains 30833 members 
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	Iteration 92Q: 3 clusters Score -9743352 nChanged 39
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Mstep: Class 1 contains 30794 members 
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	Iteration 93Q: 3 clusters Score -9743373 nChanged 41
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9743360 nChanged 41
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Mstep: Class 1 contains 30716 members 
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	Iteration 95Q: 3 clusters Score -9743368 nChanged 32
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	Iteration 96Q: 3 clusters Score -9743377 nChanged 28
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	Iteration 97Q: 3 clusters Score -9743385 nChanged 20
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	Iteration 98Q: 3 clusters Score -9743373 nChanged 21
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9743379 nChanged 23
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9743382 nChanged 16
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Mstep: Class 1 contains 30582 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9743389 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30574 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9743379 nChanged 13
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	Iteration 103Q: 3 clusters Score -9743380 nChanged 12
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	Iteration 104Q: 3 clusters Score -9743379 nChanged 13
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	Iteration 105Q: 3 clusters Score -9743380 nChanged 16
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	Iteration 106Q: 3 clusters Score -9743372 nChanged 11
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	Iteration 107Q: 3 clusters Score -9743382 nChanged 16
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	Iteration 108Q: 3 clusters Score -9743369 nChanged 14
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	Iteration 109Q: 3 clusters Score -9743390 nChanged 16
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	Iteration 110Q: 3 clusters Score -9743389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -9743382.000000 Penalty: 5622.459473
	Iteration 111Q: 3 clusters Score -9743382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -9743382.000000 Penalty: 5622.459473
	Iteration 112Q: 3 clusters Score -9743382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -9743375.000000 Penalty: 5622.459473
	Iteration 113Q: 3 clusters Score -9743375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -9743373.000000 Penalty: 5622.459473
	Iteration 114Q: 3 clusters Score -9743373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -9743379.000000 Penalty: 5622.459473
	Iteration 115Q: 3 clusters Score -9743379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -9743374.000000 Penalty: 5622.459473
	Iteration 116Q: 3 clusters Score -9743374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -9743373.000000 Penalty: 5622.459473
	Iteration 117Q: 3 clusters Score -9743373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -9743371.000000 Penalty: 5622.459473
	Iteration 118Q: 3 clusters Score -9743371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -9743380.000000 Penalty: 5622.459473
	Iteration 119Q: 3 clusters Score -9743380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -9743374.000000 Penalty: 5622.459473
	Iteration 120F: 3 clusters Score -9743374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -9743362.000000 Penalty: 5622.459473
	Iteration 121Q: 3 clusters Score -9743362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -9743354.000000 Penalty: 5622.459473
	Iteration 122Q: 3 clusters Score -9743354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -9743368.000000 Penalty: 5622.459473
	Iteration 123Q: 3 clusters Score -9743368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -9743364.000000 Penalty: 5622.459473
	Iteration 124Q: 3 clusters Score -9743364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -9743375.000000 Penalty: 5622.459473
	Iteration 125Q: 3 clusters Score -9743375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -9743368.000000 Penalty: 5622.459473
	Iteration 126Q: 3 clusters Score -9743368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -9743370.000000 Penalty: 5622.459473
	Iteration 127Q: 3 clusters Score -9743370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -9743368.000000 Penalty: 5622.459473
	Iteration 128Q: 3 clusters Score -9743368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -9743366.000000 Penalty: 5622.459473
	Iteration 129Q: 3 clusters Score -9743366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -9743368.000000 Penalty: 5622.459473
	Iteration 130Q: 3 clusters Score -9743368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -9743375.000000 Penalty: 5622.459473
	Iteration 131Q: 3 clusters Score -9743375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -9743371.000000 Penalty: 5622.459473
	Iteration 132Q: 3 clusters Score -9743371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -9743366.000000 Penalty: 5622.459473
	Iteration 133Q: 3 clusters Score -9743366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -9743367.000000 Penalty: 5622.459473
	Iteration 134Q: 3 clusters Score -9743367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -9743361.000000 Penalty: 5622.459473
	Iteration 135Q: 3 clusters Score -9743361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -9743365.000000 Penalty: 5622.459473
	Iteration 136Q: 3 clusters Score -9743365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -9743360.000000 Penalty: 5622.459473
	Iteration 137Q: 3 clusters Score -9743360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -9743353.000000 Penalty: 5622.459473
	Iteration 138Q: 3 clusters Score -9743353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -9743362.000000 Penalty: 5622.459473
	Iteration 139Q: 3 clusters Score -9743362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -9743361.000000 Penalty: 5622.459473
	Iteration 140F: 3 clusters Score -9743361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -9743358.000000 Penalty: 5622.459473
	Iteration 141Q: 3 clusters Score -9743358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -9743364.000000 Penalty: 5622.459473
	Iteration 142Q: 3 clusters Score -9743364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -9743355.000000 Penalty: 5622.459473
	Iteration 143Q: 3 clusters Score -9743355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -9743348.000000 Penalty: 5622.459473
	Iteration 144Q: 3 clusters Score -9743348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -9743344.000000 Penalty: 5622.459473
	Iteration 145Q: 3 clusters Score -9743344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -9743342.000000 Penalty: 5622.459473
	Iteration 146Q: 3 clusters Score -9743342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -9743346.000000 Penalty: 5622.459473
	Iteration 147Q: 3 clusters Score -9743346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -9743344.000000 Penalty: 5622.459473
	Iteration 148Q: 3 clusters Score -9743344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -9743339.000000 Penalty: 5622.459473
	Iteration 149Q: 3 clusters Score -9743339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -9743345.000000 Penalty: 5622.459473
	Iteration 150Q: 3 clusters Score -9743345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -9743341.000000 Penalty: 5622.459473
	Iteration 151Q: 3 clusters Score -9743341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -9743341.000000 Penalty: 5622.459473
	Iteration 152F: 3 clusters Score -9743341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 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 642 members 
Entering Unmasked Estep 
Score: -141789.359375 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141789.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -142442.015625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -142652.703125 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142652.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142773.296875 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -142773.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -142847.203125 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -142847.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -142912.203125 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -142912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -142977.515625 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -142977.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -143054.765625 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -143054.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -143292.125000 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -143292.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -143769.140625 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -143769.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -143920.687500 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -143920.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -143959.968750 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -143960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -143980.687500 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -143980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -143997.390625 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -143997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -144002.437500 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -144002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -144007.281250 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -144007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -144009.875000 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -144009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -144013.406250 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -144013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -144016.734375 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -144016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -144017.375000 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -144017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -144021.984375 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -144022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144023.125000 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -144023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144023.125000 Penalty: 3554.468018
	Iteration 22F: 3 clusters Score -144023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 233 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 1062 members 
Entering Unmasked Estep 
Score: -183983280.000000 Penalty: 102790.210938
Splitting cluster 11 changes total score from -183985408.000000 to -183983280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (323481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323481 members 
Entering Unmasked Estep 
Score: -37953644.000000 Penalty: 3146.350098
	Iteration 0F: 2 clusters Score -3.795364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161462 members 
Mstep: Class 2 contains 162019 members 
Entering Unmasked Estep 
Score: -37748332.000000 Penalty: 6292.700195
	Iteration 0F: 3 clusters Score -3.774833e+07 nChanged 156840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159182 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -37841836.000000 Penalty: 6292.700195
	Iteration 1F: 3 clusters Score -3.784184e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -37843896.000000 Penalty: 6292.700195
	Iteration 2Q: 3 clusters Score -3.78439e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 166543 members 
Entering Unmasked Estep 
Score: -37846196.000000 Penalty: 6292.700195
	Iteration 3Q: 3 clusters Score -3.78462e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 168650 members 
Entering Unmasked Estep 
Score: -37849708.000000 Penalty: 6292.700195
	Iteration 4Q: 3 clusters Score -3.784971e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 171505 members 
Entering Unmasked Estep 
Score: -37855300.000000 Penalty: 6292.700195
	Iteration 5Q: 3 clusters Score -3.78553e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 175238 members 
Entering Unmasked Estep 
Score: -37864024.000000 Penalty: 6292.700195
	Iteration 6Q: 3 clusters Score -3.786402e+07 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -37877100.000000 Penalty: 6292.700195
	Iteration 7F: 3 clusters Score -3.78771e+07 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 182047 members 
Entering Unmasked Estep 
Score: -37893024.000000 Penalty: 6292.700195
	Iteration 8F: 3 clusters Score -3.789302e+07 nChanged 20027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 183214 members 
Entering Unmasked Estep 
Score: -37904336.000000 Penalty: 6292.700195
	Iteration 9F: 3 clusters Score -3.790434e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -37909280.000000 Penalty: 6292.700195
	Iteration 10Q: 3 clusters Score -3.790928e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141078 members 
Mstep: Class 2 contains 182403 members 
Entering Unmasked Estep 
Score: -37910288.000000 Penalty: 6292.700195
	Iteration 11Q: 3 clusters Score -3.791029e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141974 members 
Mstep: Class 2 contains 181507 members 
Entering Unmasked Estep 
Score: -37910664.000000 Penalty: 6292.700195
	Iteration 12Q: 3 clusters Score -3.791066e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -37910680.000000 Penalty: 6292.700195
	Iteration 13Q: 3 clusters Score -3.791068e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -37910844.000000 Penalty: 6292.700195
	Iteration 14Q: 3 clusters Score -3.791084e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 178198 members 
Entering Unmasked Estep 
Score: -37911064.000000 Penalty: 6292.700195
	Iteration 15Q: 3 clusters Score -3.791106e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146546 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -37911184.000000 Penalty: 6292.700195
	Iteration 16Q: 3 clusters Score -3.791118e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 175518 members 
Entering Unmasked Estep 
Score: -37911448.000000 Penalty: 6292.700195
	Iteration 17Q: 3 clusters Score -3.791145e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149451 members 
Mstep: Class 2 contains 174030 members 
Entering Unmasked Estep 
Score: -37911548.000000 Penalty: 6292.700195
	Iteration 18Q: 3 clusters Score -3.791155e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150994 members 
Mstep: Class 2 contains 172487 members 
Entering Unmasked Estep 
Score: -37911644.000000 Penalty: 6292.700195
	Iteration 19Q: 3 clusters Score -3.791164e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152732 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -37911652.000000 Penalty: 6292.700195
	Iteration 20F: 3 clusters Score -3.791165e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154733 members 
Mstep: Class 2 contains 168748 members 
Entering Unmasked Estep 
Score: -37911828.000000 Penalty: 6292.700195
	Iteration 21Q: 3 clusters Score -3.791183e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 166529 members 
Entering Unmasked Estep 
Score: -37912296.000000 Penalty: 6292.700195
	Iteration 22Q: 3 clusters Score -3.79123e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -37912632.000000 Penalty: 6292.700195
	Iteration 23Q: 3 clusters Score -3.791263e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 161082 members 
Entering Unmasked Estep 
Score: -37913044.000000 Penalty: 6292.700195
	Iteration 24Q: 3 clusters Score -3.791304e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -37913316.000000 Penalty: 6292.700195
	Iteration 25Q: 3 clusters Score -3.791332e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -37913632.000000 Penalty: 6292.700195
	Iteration 26Q: 3 clusters Score -3.791363e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 151192 members 
Entering Unmasked Estep 
Score: -37914168.000000 Penalty: 6292.700195
	Iteration 27Q: 3 clusters Score -3.791417e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -37914544.000000 Penalty: 6292.700195
	Iteration 28Q: 3 clusters Score -3.791454e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180176 members 
Mstep: Class 2 contains 143305 members 
Entering Unmasked Estep 
Score: -37915100.000000 Penalty: 6292.700195
	Iteration 29Q: 3 clusters Score -3.79151e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184762 members 
Mstep: Class 2 contains 138719 members 
Entering Unmasked Estep 
Score: -37915960.000000 Penalty: 6292.700195
	Iteration 30Q: 3 clusters Score -3.791596e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189671 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -37916540.000000 Penalty: 6292.700195
	Iteration 31Q: 3 clusters Score -3.791654e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194834 members 
Mstep: Class 2 contains 128647 members 
Entering Unmasked Estep 
Score: -37917604.000000 Penalty: 6292.700195
	Iteration 32Q: 3 clusters Score -3.79176e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200363 members 
Mstep: Class 2 contains 123118 members 
Entering Unmasked Estep 
Score: -37918200.000000 Penalty: 6292.700195
	Iteration 33Q: 3 clusters Score -3.79182e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206210 members 
Mstep: Class 2 contains 117271 members 
Entering Unmasked Estep 
Score: -37919056.000000 Penalty: 6292.700195
	Iteration 34Q: 3 clusters Score -3.791906e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212055 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -37919720.000000 Penalty: 6292.700195
	Iteration 35Q: 3 clusters Score -3.791972e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218023 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -37920476.000000 Penalty: 6292.700195
	Iteration 36Q: 3 clusters Score -3.792048e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224292 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -37921536.000000 Penalty: 6292.700195
	Iteration 37Q: 3 clusters Score -3.792154e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230640 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -37922416.000000 Penalty: 6292.700195
	Iteration 38Q: 3 clusters Score -3.792242e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236781 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -37923448.000000 Penalty: 6292.700195
	Iteration 39Q: 3 clusters Score -3.792345e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242758 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -37925152.000000 Penalty: 6292.700195
	Iteration 40F: 3 clusters Score -3.792515e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249296 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -37926368.000000 Penalty: 6292.700195
	Iteration 41Q: 3 clusters Score -3.792637e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255711 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -37928148.000000 Penalty: 6292.700195
	Iteration 42Q: 3 clusters Score -3.792815e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261919 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -37929880.000000 Penalty: 6292.700195
	Iteration 43Q: 3 clusters Score -3.792988e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268021 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -37931816.000000 Penalty: 6292.700195
	Iteration 44Q: 3 clusters Score -3.793182e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273850 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -37933736.000000 Penalty: 6292.700195
	Iteration 45Q: 3 clusters Score -3.793374e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279362 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -37935564.000000 Penalty: 6292.700195
	Iteration 46Q: 3 clusters Score -3.793556e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284683 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -37937616.000000 Penalty: 6292.700195
	Iteration 47Q: 3 clusters Score -3.793762e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289767 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -37939268.000000 Penalty: 6292.700195
	Iteration 48Q: 3 clusters Score -3.793927e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294543 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -37941452.000000 Penalty: 6292.700195
	Iteration 49Q: 3 clusters Score -3.794145e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299017 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -37944972.000000 Penalty: 6292.700195
	Iteration 50Q: 3 clusters Score -3.794497e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303387 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -37948228.000000 Penalty: 6292.700195
	Iteration 51Q: 3 clusters Score -3.794823e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307640 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -37951036.000000 Penalty: 6292.700195
	Iteration 52Q: 3 clusters Score -3.795104e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311592 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -37952396.000000 Penalty: 6292.700195
	Iteration 53Q: 3 clusters Score -3.79524e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315042 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -37952960.000000 Penalty: 6292.700195
	Iteration 54Q: 3 clusters Score -3.795296e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317784 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -37952580.000000 Penalty: 6292.700195
	Iteration 55Q: 3 clusters Score -3.795258e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319817 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -37952096.000000 Penalty: 6292.700195
	Iteration 56Q: 3 clusters Score -3.79521e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321118 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -37951632.000000 Penalty: 6292.700195
	Iteration 57Q: 3 clusters Score -3.795163e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321860 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -37951408.000000 Penalty: 6292.700195
	Iteration 58Q: 3 clusters Score -3.795141e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322200 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -37951392.000000 Penalty: 6292.700195
	Iteration 59Q: 3 clusters Score -3.795139e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322392 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -37951460.000000 Penalty: 6292.700195
	Iteration 60F: 3 clusters Score -3.795146e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322725 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -37951332.000000 Penalty: 6292.700195
	Iteration 61Q: 3 clusters Score -3.795133e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322871 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -37951308.000000 Penalty: 6292.700195
	Iteration 62Q: 3 clusters Score -3.795131e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322950 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -37951280.000000 Penalty: 6292.700195
	Iteration 63Q: 3 clusters Score -3.795128e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322987 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -37951324.000000 Penalty: 6292.700195
	Iteration 64Q: 3 clusters Score -3.795132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37951296.000000 Penalty: 6292.700195
	Iteration 65Q: 3 clusters Score -3.79513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323038 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37951296.000000 Penalty: 6292.700195
	Iteration 66Q: 3 clusters Score -3.79513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323059 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37951264.000000 Penalty: 6292.700195
	Iteration 67Q: 3 clusters Score -3.795126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323064 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37951280.000000 Penalty: 6292.700195
	Iteration 68Q: 3 clusters Score -3.795128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323068 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37951256.000000 Penalty: 6292.700195
	Iteration 69Q: 3 clusters Score -3.795126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323069 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37951264.000000 Penalty: 6292.700195
	Iteration 70Q: 3 clusters Score -3.795126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323069 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -37951264.000000 Penalty: 6292.700195
	Iteration 71F: 3 clusters Score -3.795126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Entering Unmasked Estep 
Score: -1719816.250000 Penalty: 2374.768066
	Iteration 0F: 2 clusters Score -1719816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1709309.000000 Penalty: 4749.536133
	Iteration 0F: 3 clusters Score -1709309 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1712687.875000 Penalty: 4749.536133
	Iteration 1F: 3 clusters Score -1712688 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1713105.250000 Penalty: 4749.536133
	Iteration 2F: 3 clusters Score -1713105 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1713366.250000 Penalty: 4749.536133
	Iteration 3Q: 3 clusters Score -1713366 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1713580.125000 Penalty: 4749.536133
	Iteration 4Q: 3 clusters Score -1713580 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1713799.125000 Penalty: 4749.536133
	Iteration 5Q: 3 clusters Score -1713799 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1713985.500000 Penalty: 4749.536133
	Iteration 6Q: 3 clusters Score -1713986 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1714160.750000 Penalty: 4749.536133
	Iteration 7Q: 3 clusters Score -1714161 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1714365.625000 Penalty: 4749.536133
	Iteration 8Q: 3 clusters Score -1714366 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1714594.750000 Penalty: 4749.536133
	Iteration 9Q: 3 clusters Score -1714595 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1714868.375000 Penalty: 4749.536133
	Iteration 10Q: 3 clusters Score -1714868 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1715202.625000 Penalty: 4749.536133
	Iteration 11Q: 3 clusters Score -1715203 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1715589.750000 Penalty: 4749.536133
	Iteration 12Q: 3 clusters Score -1715590 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1716014.000000 Penalty: 4749.536133
	Iteration 13F: 3 clusters Score -1716014 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1716443.625000 Penalty: 4749.536133
	Iteration 14F: 3 clusters Score -1716444 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1716892.625000 Penalty: 4749.536133
	Iteration 15Q: 3 clusters Score -1716893 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1717374.375000 Penalty: 4749.536133
	Iteration 16Q: 3 clusters Score -1717374 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1717924.625000 Penalty: 4749.536133
	Iteration 17Q: 3 clusters Score -1717925 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1718502.750000 Penalty: 4749.536133
	Iteration 18Q: 3 clusters Score -1718503 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1719036.250000 Penalty: 4749.536133
	Iteration 19Q: 3 clusters Score -1719036 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1719383.750000 Penalty: 4749.536133
	Iteration 20F: 3 clusters Score -1719384 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1719602.125000 Penalty: 4749.536133
	Iteration 21Q: 3 clusters Score -1719602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1719724.250000 Penalty: 4749.536133
	Iteration 22Q: 3 clusters Score -1719724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1719803.750000 Penalty: 4749.536133
	Iteration 23Q: 3 clusters Score -1719804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1719850.125000 Penalty: 4749.536133
	Iteration 24Q: 3 clusters Score -1719850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1719881.125000 Penalty: 4749.536133
	Iteration 25Q: 3 clusters Score -1719881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1719890.750000 Penalty: 4749.536133
	Iteration 26Q: 3 clusters Score -1719891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1719894.125000 Penalty: 4749.536133
	Iteration 27Q: 3 clusters Score -1719894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1719897.250000 Penalty: 4749.536133
	Iteration 28Q: 3 clusters Score -1719897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1719894.750000 Penalty: 4749.536133
	Iteration 29Q: 3 clusters Score -1719895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1719894.750000 Penalty: 4749.536133
	Iteration 30F: 3 clusters Score -1719895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 13768 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 642 members 
Entering Unmasked Estep 
Score: -183985472.000000 Penalty: 102790.210938
Splitting cluster 13 changes total score from -183985408.000000 to -183985472.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (19431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Entering Unmasked Estep 
Score: -2259994.500000 Penalty: 2448.906982
	Iteration 0F: 2 clusters Score -2259994 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 9734 members 
Entering Unmasked Estep 
Score: -2246301.000000 Penalty: 4897.813965
	Iteration 0F: 3 clusters Score -2246301 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2250892.250000 Penalty: 4897.813965
	Iteration 1F: 3 clusters Score -2250892 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2251376.750000 Penalty: 4897.813965
	Iteration 2F: 3 clusters Score -2251377 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2251790.500000 Penalty: 4897.813965
	Iteration 3F: 3 clusters Score -2251790 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2252128.500000 Penalty: 4897.813965
	Iteration 4Q: 3 clusters Score -2252128 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2252477.250000 Penalty: 4897.813965
	Iteration 5Q: 3 clusters Score -2252477 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2252803.250000 Penalty: 4897.813965
	Iteration 6Q: 3 clusters Score -2252803 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2253170.000000 Penalty: 4897.813965
	Iteration 7Q: 3 clusters Score -2253170 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2253504.750000 Penalty: 4897.813965
	Iteration 8Q: 3 clusters Score -2253505 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2253830.500000 Penalty: 4897.813965
	Iteration 9Q: 3 clusters Score -2253830 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2254115.750000 Penalty: 4897.813965
	Iteration 10Q: 3 clusters Score -2254116 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2254392.750000 Penalty: 4897.813965
	Iteration 11Q: 3 clusters Score -2254393 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2254702.500000 Penalty: 4897.813965
	Iteration 12Q: 3 clusters Score -2254702 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2255037.500000 Penalty: 4897.813965
	Iteration 13Q: 3 clusters Score -2255038 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2255416.500000 Penalty: 4897.813965
	Iteration 14Q: 3 clusters Score -2255416 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2255781.500000 Penalty: 4897.813965
	Iteration 15Q: 3 clusters Score -2255782 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2256083.750000 Penalty: 4897.813965
	Iteration 16Q: 3 clusters Score -2256084 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2256325.000000 Penalty: 4897.813965
	Iteration 17Q: 3 clusters Score -2256325 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2256537.500000 Penalty: 4897.813965
	Iteration 18Q: 3 clusters Score -2256538 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2256677.750000 Penalty: 4897.813965
	Iteration 19Q: 3 clusters Score -2256678 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2256801.000000 Penalty: 4897.813965
	Iteration 20F: 3 clusters Score -2256801 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2256908.000000 Penalty: 4897.813965
	Iteration 21Q: 3 clusters Score -2256908 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2256998.500000 Penalty: 4897.813965
	Iteration 22Q: 3 clusters Score -2256998 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2257080.500000 Penalty: 4897.813965
	Iteration 23Q: 3 clusters Score -2257080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2257169.500000 Penalty: 4897.813965
	Iteration 24Q: 3 clusters Score -2257170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2257254.250000 Penalty: 4897.813965
	Iteration 25Q: 3 clusters Score -2257254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2257337.250000 Penalty: 4897.813965
	Iteration 26Q: 3 clusters Score -2257337 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2257426.500000 Penalty: 4897.813965
	Iteration 27Q: 3 clusters Score -2257426 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2257512.000000 Penalty: 4897.813965
	Iteration 28Q: 3 clusters Score -2257512 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2257595.750000 Penalty: 4897.813965
	Iteration 29Q: 3 clusters Score -2257596 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2257692.000000 Penalty: 4897.813965
	Iteration 30Q: 3 clusters Score -2257692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2257774.750000 Penalty: 4897.813965
	Iteration 31Q: 3 clusters Score -2257775 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2257839.500000 Penalty: 4897.813965
	Iteration 32Q: 3 clusters Score -2257840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2257916.250000 Penalty: 4897.813965
	Iteration 33Q: 3 clusters Score -2257916 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2257990.000000 Penalty: 4897.813965
	Iteration 34Q: 3 clusters Score -2257990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2258064.250000 Penalty: 4897.813965
	Iteration 35Q: 3 clusters Score -2258064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2258133.250000 Penalty: 4897.813965
	Iteration 36Q: 3 clusters Score -2258133 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2258213.500000 Penalty: 4897.813965
	Iteration 37Q: 3 clusters Score -2258214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2258308.750000 Penalty: 4897.813965
	Iteration 38Q: 3 clusters Score -2258309 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2258397.750000 Penalty: 4897.813965
	Iteration 39Q: 3 clusters Score -2258398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2258484.250000 Penalty: 4897.813965
	Iteration 40F: 3 clusters Score -2258484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2258612.000000 Penalty: 4897.813965
	Iteration 41Q: 3 clusters Score -2258612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2258749.500000 Penalty: 4897.813965
	Iteration 42Q: 3 clusters Score -2258750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2258835.750000 Penalty: 4897.813965
	Iteration 43Q: 3 clusters Score -2258836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2258911.250000 Penalty: 4897.813965
	Iteration 44Q: 3 clusters Score -2258911 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2258975.750000 Penalty: 4897.813965
	Iteration 45Q: 3 clusters Score -2258976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2259033.250000 Penalty: 4897.813965
	Iteration 46Q: 3 clusters Score -2259033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2259103.750000 Penalty: 4897.813965
	Iteration 47Q: 3 clusters Score -2259104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2259151.750000 Penalty: 4897.813965
	Iteration 48Q: 3 clusters Score -2259152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2259189.000000 Penalty: 4897.813965
	Iteration 49Q: 3 clusters Score -2259189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2259222.000000 Penalty: 4897.813965
	Iteration 50Q: 3 clusters Score -2259222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2259241.750000 Penalty: 4897.813965
	Iteration 51Q: 3 clusters Score -2259242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2259266.250000 Penalty: 4897.813965
	Iteration 52Q: 3 clusters Score -2259266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2259282.250000 Penalty: 4897.813965
	Iteration 53Q: 3 clusters Score -2259282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2259298.000000 Penalty: 4897.813965
	Iteration 54Q: 3 clusters Score -2259298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2259302.000000 Penalty: 4897.813965
	Iteration 55Q: 3 clusters Score -2259302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2259309.250000 Penalty: 4897.813965
	Iteration 56Q: 3 clusters Score -2259309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2259321.500000 Penalty: 4897.813965
	Iteration 57Q: 3 clusters Score -2259322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2259333.500000 Penalty: 4897.813965
	Iteration 58Q: 3 clusters Score -2259334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2259341.250000 Penalty: 4897.813965
	Iteration 59Q: 3 clusters Score -2259341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2259357.250000 Penalty: 4897.813965
	Iteration 60F: 3 clusters Score -2259357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2259363.000000 Penalty: 4897.813965
	Iteration 61Q: 3 clusters Score -2259363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2259379.000000 Penalty: 4897.813965
	Iteration 62Q: 3 clusters Score -2259379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2259384.250000 Penalty: 4897.813965
	Iteration 63Q: 3 clusters Score -2259384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2259397.000000 Penalty: 4897.813965
	Iteration 64Q: 3 clusters Score -2259397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2259414.000000 Penalty: 4897.813965
	Iteration 65Q: 3 clusters Score -2259414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2259418.500000 Penalty: 4897.813965
	Iteration 66Q: 3 clusters Score -2259418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2259426.500000 Penalty: 4897.813965
	Iteration 67Q: 3 clusters Score -2259426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2259428.250000 Penalty: 4897.813965
	Iteration 68Q: 3 clusters Score -2259428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2259425.500000 Penalty: 4897.813965
	Iteration 69Q: 3 clusters Score -2259426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2259429.500000 Penalty: 4897.813965
	Iteration 70Q: 3 clusters Score -2259430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2259434.750000 Penalty: 4897.813965
	Iteration 71Q: 3 clusters Score -2259435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2259442.000000 Penalty: 4897.813965
	Iteration 72Q: 3 clusters Score -2259442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2259445.000000 Penalty: 4897.813965
	Iteration 73Q: 3 clusters Score -2259445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2259452.500000 Penalty: 4897.813965
	Iteration 74Q: 3 clusters Score -2259452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2259466.750000 Penalty: 4897.813965
	Iteration 75Q: 3 clusters Score -2259467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2259469.750000 Penalty: 4897.813965
	Iteration 76Q: 3 clusters Score -2259470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2259473.750000 Penalty: 4897.813965
	Iteration 77Q: 3 clusters Score -2259474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2259481.500000 Penalty: 4897.813965
	Iteration 78Q: 3 clusters Score -2259482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2259481.250000 Penalty: 4897.813965
	Iteration 79Q: 3 clusters Score -2259481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2259485.750000 Penalty: 4897.813965
	Iteration 80F: 3 clusters Score -2259486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2259492.750000 Penalty: 4897.813965
	Iteration 81Q: 3 clusters Score -2259493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2259501.750000 Penalty: 4897.813965
	Iteration 82Q: 3 clusters Score -2259502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2259506.750000 Penalty: 4897.813965
	Iteration 83Q: 3 clusters Score -2259507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2259508.750000 Penalty: 4897.813965
	Iteration 84Q: 3 clusters Score -2259509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2259523.750000 Penalty: 4897.813965
	Iteration 85Q: 3 clusters Score -2259524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2259525.500000 Penalty: 4897.813965
	Iteration 86Q: 3 clusters Score -2259526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2259529.250000 Penalty: 4897.813965
	Iteration 87Q: 3 clusters Score -2259529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2259537.250000 Penalty: 4897.813965
	Iteration 88Q: 3 clusters Score -2259537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2259556.500000 Penalty: 4897.813965
	Iteration 89Q: 3 clusters Score -2259556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2259566.250000 Penalty: 4897.813965
	Iteration 90Q: 3 clusters Score -2259566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2259584.500000 Penalty: 4897.813965
	Iteration 91Q: 3 clusters Score -2259584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2259596.500000 Penalty: 4897.813965
	Iteration 92Q: 3 clusters Score -2259596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2259600.000000 Penalty: 4897.813965
	Iteration 93Q: 3 clusters Score -2259600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2259605.250000 Penalty: 4897.813965
	Iteration 94Q: 3 clusters Score -2259605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2259613.750000 Penalty: 4897.813965
	Iteration 95Q: 3 clusters Score -2259614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2259626.250000 Penalty: 4897.813965
	Iteration 96Q: 3 clusters Score -2259626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2259630.500000 Penalty: 4897.813965
	Iteration 97Q: 3 clusters Score -2259630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2259630.500000 Penalty: 4897.813965
	Iteration 98Q: 3 clusters Score -2259630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2259638.500000 Penalty: 4897.813965
	Iteration 99Q: 3 clusters Score -2259638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2259639.500000 Penalty: 4897.813965
	Iteration 100F: 3 clusters Score -2259640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2259640.750000 Penalty: 4897.813965
	Iteration 101Q: 3 clusters Score -2259641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2259643.500000 Penalty: 4897.813965
	Iteration 102Q: 3 clusters Score -2259644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2259647.500000 Penalty: 4897.813965
	Iteration 103Q: 3 clusters Score -2259648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2259647.500000 Penalty: 4897.813965
	Iteration 104Q: 3 clusters Score -2259648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2259655.500000 Penalty: 4897.813965
	Iteration 105Q: 3 clusters Score -2259656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2259649.000000 Penalty: 4897.813965
	Iteration 106Q: 3 clusters Score -2259649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2259649.000000 Penalty: 4897.813965
	Iteration 107Q: 3 clusters Score -2259649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2259649.000000 Penalty: 4897.813965
	Iteration 108F: 3 clusters Score -2259649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100017.070312 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100017.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100442.414062 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100442.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100706.078125 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100706.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100881.367188 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -100881.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100982.281250 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -100982.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101042.906250 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -101042.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101134.023438 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -101134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101242.210938 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101242.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101359.742188 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101359.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101567.921875 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101567.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -101738.781250 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101738.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -101805.898438 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101843.390625 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -101843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101900.273438 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -101900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101988.421875 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -101988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102004.164062 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -102004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102008.054688 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -102008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102010.156250 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -102010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102010.156250 Penalty: 3448.553467
	Iteration 18F: 3 clusters Score -102010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 13768 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 565 members 
Entering Unmasked Estep 
Score: -183983744.000000 Penalty: 106334.703125
Splitting cluster 15 changes total score from -183985408.000000 to -183983744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -816973.625000 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -816973.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -811014.812500 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -811014.8 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -812529.187500 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -812529.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -812773.062500 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -812773.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -812931.750000 Penalty: 4402.766113
	Iteration 3Q: 3 clusters Score -812931.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -813056.250000 Penalty: 4402.766113
	Iteration 4Q: 3 clusters Score -813056.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -813162.312500 Penalty: 4402.766113
	Iteration 5Q: 3 clusters Score -813162.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -813271.187500 Penalty: 4402.766113
	Iteration 6Q: 3 clusters Score -813271.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -813402.812500 Penalty: 4402.766113
	Iteration 7Q: 3 clusters Score -813402.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -813547.562500 Penalty: 4402.766113
	Iteration 8Q: 3 clusters Score -813547.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -813687.312500 Penalty: 4402.766113
	Iteration 9Q: 3 clusters Score -813687.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -813855.125000 Penalty: 4402.766113
	Iteration 10Q: 3 clusters Score -813855.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -814035.437500 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -814035.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -814212.562500 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -814212.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -814386.687500 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -814386.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -814539.125000 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -814539.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -814679.750000 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -814679.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -814800.750000 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -814800.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -814894.000000 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -814894 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -814993.000000 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -814993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -815068.625000 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -815068.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -815128.250000 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -815128.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -815168.625000 Penalty: 4402.766113
	Iteration 21Q: 3 clusters Score -815168.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -815206.625000 Penalty: 4402.766113
	Iteration 22Q: 3 clusters Score -815206.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -815231.125000 Penalty: 4402.766113
	Iteration 23Q: 3 clusters Score -815231.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -815255.437500 Penalty: 4402.766113
	Iteration 24Q: 3 clusters Score -815255.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -815274.812500 Penalty: 4402.766113
	Iteration 25Q: 3 clusters Score -815274.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -815288.750000 Penalty: 4402.766113
	Iteration 26Q: 3 clusters Score -815288.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -815296.812500 Penalty: 4402.766113
	Iteration 27Q: 3 clusters Score -815296.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -815311.312500 Penalty: 4402.766113
	Iteration 28Q: 3 clusters Score -815311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -815323.125000 Penalty: 4402.766113
	Iteration 29Q: 3 clusters Score -815323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -815335.687500 Penalty: 4402.766113
	Iteration 30Q: 3 clusters Score -815335.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -815352.375000 Penalty: 4402.766113
	Iteration 31Q: 3 clusters Score -815352.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -815370.937500 Penalty: 4402.766113
	Iteration 32Q: 3 clusters Score -815370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -815381.500000 Penalty: 4402.766113
	Iteration 33Q: 3 clusters Score -815381.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -815394.375000 Penalty: 4402.766113
	Iteration 34Q: 3 clusters Score -815394.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -815410.562500 Penalty: 4402.766113
	Iteration 35Q: 3 clusters Score -815410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -815429.687500 Penalty: 4402.766113
	Iteration 36Q: 3 clusters Score -815429.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -815442.750000 Penalty: 4402.766113
	Iteration 37Q: 3 clusters Score -815442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -815451.437500 Penalty: 4402.766113
	Iteration 38Q: 3 clusters Score -815451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -815462.375000 Penalty: 4402.766113
	Iteration 39Q: 3 clusters Score -815462.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -815464.875000 Penalty: 4402.766113
	Iteration 40F: 3 clusters Score -815464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -815470.562500 Penalty: 4402.766113
	Iteration 41Q: 3 clusters Score -815470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -815478.750000 Penalty: 4402.766113
	Iteration 42Q: 3 clusters Score -815478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -815486.375000 Penalty: 4402.766113
	Iteration 43Q: 3 clusters Score -815486.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -815490.625000 Penalty: 4402.766113
	Iteration 44Q: 3 clusters Score -815490.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -815500.000000 Penalty: 4402.766113
	Iteration 45Q: 3 clusters Score -815500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -815506.312500 Penalty: 4402.766113
	Iteration 46Q: 3 clusters Score -815506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -815511.000000 Penalty: 4402.766113
	Iteration 47Q: 3 clusters Score -815511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -815516.625000 Penalty: 4402.766113
	Iteration 48Q: 3 clusters Score -815516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -815516.562500 Penalty: 4402.766113
	Iteration 49Q: 3 clusters Score -815516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -815521.750000 Penalty: 4402.766113
	Iteration 50Q: 3 clusters Score -815521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -815520.125000 Penalty: 4402.766113
	Iteration 51Q: 3 clusters Score -815520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -815521.625000 Penalty: 4402.766113
	Iteration 52Q: 3 clusters Score -815521.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -815521.625000 Penalty: 4402.766113
	Iteration 53F: 3 clusters Score -815521.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (320511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320511 members 
Entering Unmasked Estep 
Score: -37452180.000000 Penalty: 3144.062500
	Iteration 0F: 2 clusters Score -3.745218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 160251 members 
Entering Unmasked Estep 
Score: -37241664.000000 Penalty: 6288.125000
	Iteration 0F: 3 clusters Score -3.724166e+07 nChanged 155609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 159986 members 
Entering Unmasked Estep 
Score: -37333312.000000 Penalty: 6288.125000
	Iteration 1F: 3 clusters Score -3.733331e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160579 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -37334336.000000 Penalty: 6288.125000
	Iteration 2Q: 3 clusters Score -3.733434e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 159879 members 
Entering Unmasked Estep 
Score: -37335148.000000 Penalty: 6288.125000
	Iteration 3Q: 3 clusters Score -3.733515e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160827 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -37336364.000000 Penalty: 6288.125000
	Iteration 4Q: 3 clusters Score -3.733636e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161148 members 
Mstep: Class 2 contains 159363 members 
Entering Unmasked Estep 
Score: -37337900.000000 Penalty: 6288.125000
	Iteration 5Q: 3 clusters Score -3.73379e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -37339824.000000 Penalty: 6288.125000
	Iteration 6Q: 3 clusters Score -3.733982e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -37341864.000000 Penalty: 6288.125000
	Iteration 7Q: 3 clusters Score -3.734186e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162045 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -37345024.000000 Penalty: 6288.125000
	Iteration 8Q: 3 clusters Score -3.734502e+07 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -37349320.000000 Penalty: 6288.125000
	Iteration 9Q: 3 clusters Score -3.734932e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -37355840.000000 Penalty: 6288.125000
	Iteration 10Q: 3 clusters Score -3.735584e+07 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -37366040.000000 Penalty: 6288.125000
	Iteration 11F: 3 clusters Score -3.736604e+07 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -37381896.000000 Penalty: 6288.125000
	Iteration 12F: 3 clusters Score -3.73819e+07 nChanged 23001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 172959 members 
Entering Unmasked Estep 
Score: -37400816.000000 Penalty: 6288.125000
	Iteration 13F: 3 clusters Score -3.740082e+07 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141023 members 
Mstep: Class 2 contains 179488 members 
Entering Unmasked Estep 
Score: -37415260.000000 Penalty: 6288.125000
	Iteration 14F: 3 clusters Score -3.741526e+07 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135472 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -37422144.000000 Penalty: 6288.125000
	Iteration 15Q: 3 clusters Score -3.742214e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 190369 members 
Entering Unmasked Estep 
Score: -37426456.000000 Penalty: 6288.125000
	Iteration 16Q: 3 clusters Score -3.742646e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 195733 members 
Entering Unmasked Estep 
Score: -37430484.000000 Penalty: 6288.125000
	Iteration 17Q: 3 clusters Score -3.743048e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 201005 members 
Entering Unmasked Estep 
Score: -37434000.000000 Penalty: 6288.125000
	Iteration 18Q: 3 clusters Score -3.7434e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 206040 members 
Entering Unmasked Estep 
Score: -37436572.000000 Penalty: 6288.125000
	Iteration 19Q: 3 clusters Score -3.743657e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 210742 members 
Entering Unmasked Estep 
Score: -37438416.000000 Penalty: 6288.125000
	Iteration 20F: 3 clusters Score -3.743842e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 215124 members 
Entering Unmasked Estep 
Score: -37439916.000000 Penalty: 6288.125000
	Iteration 21Q: 3 clusters Score -3.743992e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 219324 members 
Entering Unmasked Estep 
Score: -37441104.000000 Penalty: 6288.125000
	Iteration 22Q: 3 clusters Score -3.74411e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 223408 members 
Entering Unmasked Estep 
Score: -37441872.000000 Penalty: 6288.125000
	Iteration 23Q: 3 clusters Score -3.744187e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 227382 members 
Entering Unmasked Estep 
Score: -37442424.000000 Penalty: 6288.125000
	Iteration 24Q: 3 clusters Score -3.744242e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 231418 members 
Entering Unmasked Estep 
Score: -37443228.000000 Penalty: 6288.125000
	Iteration 25Q: 3 clusters Score -3.744323e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 235513 members 
Entering Unmasked Estep 
Score: -37443956.000000 Penalty: 6288.125000
	Iteration 26Q: 3 clusters Score -3.744396e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 239533 members 
Entering Unmasked Estep 
Score: -37444480.000000 Penalty: 6288.125000
	Iteration 27Q: 3 clusters Score -3.744448e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 243423 members 
Entering Unmasked Estep 
Score: -37444980.000000 Penalty: 6288.125000
	Iteration 28Q: 3 clusters Score -3.744498e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 247272 members 
Entering Unmasked Estep 
Score: -37445504.000000 Penalty: 6288.125000
	Iteration 29Q: 3 clusters Score -3.74455e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 251035 members 
Entering Unmasked Estep 
Score: -37445884.000000 Penalty: 6288.125000
	Iteration 30Q: 3 clusters Score -3.744588e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 254642 members 
Entering Unmasked Estep 
Score: -37446304.000000 Penalty: 6288.125000
	Iteration 31Q: 3 clusters Score -3.74463e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 258161 members 
Entering Unmasked Estep 
Score: -37446764.000000 Penalty: 6288.125000
	Iteration 32Q: 3 clusters Score -3.744676e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 261625 members 
Entering Unmasked Estep 
Score: -37447520.000000 Penalty: 6288.125000
	Iteration 33Q: 3 clusters Score -3.744752e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 265020 members 
Entering Unmasked Estep 
Score: -37447952.000000 Penalty: 6288.125000
	Iteration 34Q: 3 clusters Score -3.744795e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 268242 members 
Entering Unmasked Estep 
Score: -37448344.000000 Penalty: 6288.125000
	Iteration 35Q: 3 clusters Score -3.744834e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 271280 members 
Entering Unmasked Estep 
Score: -37448856.000000 Penalty: 6288.125000
	Iteration 36Q: 3 clusters Score -3.744886e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 274116 members 
Entering Unmasked Estep 
Score: -37449280.000000 Penalty: 6288.125000
	Iteration 37Q: 3 clusters Score -3.744928e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 276646 members 
Entering Unmasked Estep 
Score: -37449864.000000 Penalty: 6288.125000
	Iteration 38Q: 3 clusters Score -3.744986e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 278983 members 
Entering Unmasked Estep 
Score: -37450144.000000 Penalty: 6288.125000
	Iteration 39Q: 3 clusters Score -3.745014e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 281182 members 
Entering Unmasked Estep 
Score: -37450572.000000 Penalty: 6288.125000
	Iteration 40F: 3 clusters Score -3.745057e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 283334 members 
Entering Unmasked Estep 
Score: -37450860.000000 Penalty: 6288.125000
	Iteration 41Q: 3 clusters Score -3.745086e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 285338 members 
Entering Unmasked Estep 
Score: -37451072.000000 Penalty: 6288.125000
	Iteration 42Q: 3 clusters Score -3.745107e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 287234 members 
Entering Unmasked Estep 
Score: -37451392.000000 Penalty: 6288.125000
	Iteration 43Q: 3 clusters Score -3.745139e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 288950 members 
Entering Unmasked Estep 
Score: -37451584.000000 Penalty: 6288.125000
	Iteration 44Q: 3 clusters Score -3.745158e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 290540 members 
Entering Unmasked Estep 
Score: -37451812.000000 Penalty: 6288.125000
	Iteration 45Q: 3 clusters Score -3.745181e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 291950 members 
Entering Unmasked Estep 
Score: -37451972.000000 Penalty: 6288.125000
	Iteration 46Q: 3 clusters Score -3.745197e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 293210 members 
Entering Unmasked Estep 
Score: -37452236.000000 Penalty: 6288.125000
	Iteration 47Q: 3 clusters Score -3.745224e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 294428 members 
Entering Unmasked Estep 
Score: -37452112.000000 Penalty: 6288.125000
	Iteration 48Q: 3 clusters Score -3.745211e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 295540 members 
Entering Unmasked Estep 
Score: -37452384.000000 Penalty: 6288.125000
	Iteration 49Q: 3 clusters Score -3.745238e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 296567 members 
Entering Unmasked Estep 
Score: -37452532.000000 Penalty: 6288.125000
	Iteration 50Q: 3 clusters Score -3.745253e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 297525 members 
Entering Unmasked Estep 
Score: -37452612.000000 Penalty: 6288.125000
	Iteration 51Q: 3 clusters Score -3.745261e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 298453 members 
Entering Unmasked Estep 
Score: -37452632.000000 Penalty: 6288.125000
	Iteration 52Q: 3 clusters Score -3.745263e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 299358 members 
Entering Unmasked Estep 
Score: -37452712.000000 Penalty: 6288.125000
	Iteration 53Q: 3 clusters Score -3.745271e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 300221 members 
Entering Unmasked Estep 
Score: -37452876.000000 Penalty: 6288.125000
	Iteration 54Q: 3 clusters Score -3.745288e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 301039 members 
Entering Unmasked Estep 
Score: -37452916.000000 Penalty: 6288.125000
	Iteration 55Q: 3 clusters Score -3.745292e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 301779 members 
Entering Unmasked Estep 
Score: -37452864.000000 Penalty: 6288.125000
	Iteration 56Q: 3 clusters Score -3.745286e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 302464 members 
Entering Unmasked Estep 
Score: -37452700.000000 Penalty: 6288.125000
	Iteration 57Q: 3 clusters Score -3.74527e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 303135 members 
Entering Unmasked Estep 
Score: -37452752.000000 Penalty: 6288.125000
	Iteration 58Q: 3 clusters Score -3.745275e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 303799 members 
Entering Unmasked Estep 
Score: -37452752.000000 Penalty: 6288.125000
	Iteration 59Q: 3 clusters Score -3.745275e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 304445 members 
Entering Unmasked Estep 
Score: -37452824.000000 Penalty: 6288.125000
	Iteration 60F: 3 clusters Score -3.745282e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 305053 members 
Entering Unmasked Estep 
Score: -37452944.000000 Penalty: 6288.125000
	Iteration 61Q: 3 clusters Score -3.745294e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 305667 members 
Entering Unmasked Estep 
Score: -37453136.000000 Penalty: 6288.125000
	Iteration 62Q: 3 clusters Score -3.745314e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 306245 members 
Entering Unmasked Estep 
Score: -37453092.000000 Penalty: 6288.125000
	Iteration 63Q: 3 clusters Score -3.745309e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 306810 members 
Entering Unmasked Estep 
Score: -37453164.000000 Penalty: 6288.125000
	Iteration 64Q: 3 clusters Score -3.745316e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 307325 members 
Entering Unmasked Estep 
Score: -37453196.000000 Penalty: 6288.125000
	Iteration 65Q: 3 clusters Score -3.74532e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 307826 members 
Entering Unmasked Estep 
Score: -37453152.000000 Penalty: 6288.125000
	Iteration 66Q: 3 clusters Score -3.745315e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 308304 members 
Entering Unmasked Estep 
Score: -37453136.000000 Penalty: 6288.125000
	Iteration 67Q: 3 clusters Score -3.745314e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 308776 members 
Entering Unmasked Estep 
Score: -37453120.000000 Penalty: 6288.125000
	Iteration 68Q: 3 clusters Score -3.745312e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 309207 members 
Entering Unmasked Estep 
Score: -37453124.000000 Penalty: 6288.125000
	Iteration 69Q: 3 clusters Score -3.745312e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 309639 members 
Entering Unmasked Estep 
Score: -37453088.000000 Penalty: 6288.125000
	Iteration 70Q: 3 clusters Score -3.745309e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 310064 members 
Entering Unmasked Estep 
Score: -37453048.000000 Penalty: 6288.125000
	Iteration 71Q: 3 clusters Score -3.745305e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 310482 members 
Entering Unmasked Estep 
Score: -37452996.000000 Penalty: 6288.125000
	Iteration 72Q: 3 clusters Score -3.7453e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 310853 members 
Entering Unmasked Estep 
Score: -37452964.000000 Penalty: 6288.125000
	Iteration 73Q: 3 clusters Score -3.745296e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 311228 members 
Entering Unmasked Estep 
Score: -37452756.000000 Penalty: 6288.125000
	Iteration 74Q: 3 clusters Score -3.745276e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 311585 members 
Entering Unmasked Estep 
Score: -37452692.000000 Penalty: 6288.125000
	Iteration 75Q: 3 clusters Score -3.745269e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 311897 members 
Entering Unmasked Estep 
Score: -37452532.000000 Penalty: 6288.125000
	Iteration 76Q: 3 clusters Score -3.745253e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 312192 members 
Entering Unmasked Estep 
Score: -37452528.000000 Penalty: 6288.125000
	Iteration 77Q: 3 clusters Score -3.745253e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 312470 members 
Entering Unmasked Estep 
Score: -37452312.000000 Penalty: 6288.125000
	Iteration 78Q: 3 clusters Score -3.745231e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 312736 members 
Entering Unmasked Estep 
Score: -37452192.000000 Penalty: 6288.125000
	Iteration 79Q: 3 clusters Score -3.745219e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 312960 members 
Entering Unmasked Estep 
Score: -37452128.000000 Penalty: 6288.125000
	Iteration 80F: 3 clusters Score -3.745213e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 313186 members 
Entering Unmasked Estep 
Score: -37452108.000000 Penalty: 6288.125000
	Iteration 81Q: 3 clusters Score -3.745211e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 313410 members 
Entering Unmasked Estep 
Score: -37452024.000000 Penalty: 6288.125000
	Iteration 82Q: 3 clusters Score -3.745202e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 313640 members 
Entering Unmasked Estep 
Score: -37452024.000000 Penalty: 6288.125000
	Iteration 83Q: 3 clusters Score -3.745202e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 313860 members 
Entering Unmasked Estep 
Score: -37451980.000000 Penalty: 6288.125000
	Iteration 84Q: 3 clusters Score -3.745198e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 314079 members 
Entering Unmasked Estep 
Score: -37451900.000000 Penalty: 6288.125000
	Iteration 85Q: 3 clusters Score -3.74519e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 314289 members 
Entering Unmasked Estep 
Score: -37451880.000000 Penalty: 6288.125000
	Iteration 86Q: 3 clusters Score -3.745188e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 314518 members 
Entering Unmasked Estep 
Score: -37451860.000000 Penalty: 6288.125000
	Iteration 87Q: 3 clusters Score -3.745186e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 314762 members 
Entering Unmasked Estep 
Score: -37451748.000000 Penalty: 6288.125000
	Iteration 88Q: 3 clusters Score -3.745175e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 314982 members 
Entering Unmasked Estep 
Score: -37451612.000000 Penalty: 6288.125000
	Iteration 89Q: 3 clusters Score -3.745161e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 315180 members 
Entering Unmasked Estep 
Score: -37451484.000000 Penalty: 6288.125000
	Iteration 90Q: 3 clusters Score -3.745148e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 315364 members 
Entering Unmasked Estep 
Score: -37451384.000000 Penalty: 6288.125000
	Iteration 91Q: 3 clusters Score -3.745138e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 315514 members 
Entering Unmasked Estep 
Score: -37451308.000000 Penalty: 6288.125000
	Iteration 92Q: 3 clusters Score -3.745131e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 315676 members 
Entering Unmasked Estep 
Score: -37451348.000000 Penalty: 6288.125000
	Iteration 93Q: 3 clusters Score -3.745135e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 315814 members 
Entering Unmasked Estep 
Score: -37451308.000000 Penalty: 6288.125000
	Iteration 94Q: 3 clusters Score -3.745131e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 315933 members 
Entering Unmasked Estep 
Score: -37451340.000000 Penalty: 6288.125000
	Iteration 95Q: 3 clusters Score -3.745134e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 316047 members 
Entering Unmasked Estep 
Score: -37451284.000000 Penalty: 6288.125000
	Iteration 96Q: 3 clusters Score -3.745128e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 316150 members 
Entering Unmasked Estep 
Score: -37451268.000000 Penalty: 6288.125000
	Iteration 97Q: 3 clusters Score -3.745127e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 316249 members 
Entering Unmasked Estep 
Score: -37451280.000000 Penalty: 6288.125000
	Iteration 98Q: 3 clusters Score -3.745128e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 316343 members 
Entering Unmasked Estep 
Score: -37451264.000000 Penalty: 6288.125000
	Iteration 99Q: 3 clusters Score -3.745126e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 316421 members 
Entering Unmasked Estep 
Score: -37451292.000000 Penalty: 6288.125000
	Iteration 100F: 3 clusters Score -3.745129e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 316495 members 
Entering Unmasked Estep 
Score: -37451284.000000 Penalty: 6288.125000
	Iteration 101Q: 3 clusters Score -3.745128e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 316558 members 
Entering Unmasked Estep 
Score: -37451284.000000 Penalty: 6288.125000
	Iteration 102Q: 3 clusters Score -3.745128e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 316622 members 
Entering Unmasked Estep 
Score: -37451264.000000 Penalty: 6288.125000
	Iteration 103Q: 3 clusters Score -3.745126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 316677 members 
Entering Unmasked Estep 
Score: -37451272.000000 Penalty: 6288.125000
	Iteration 104Q: 3 clusters Score -3.745127e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 316733 members 
Entering Unmasked Estep 
Score: -37451252.000000 Penalty: 6288.125000
	Iteration 105Q: 3 clusters Score -3.745125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 316785 members 
Entering Unmasked Estep 
Score: -37451260.000000 Penalty: 6288.125000
	Iteration 106Q: 3 clusters Score -3.745126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 316820 members 
Entering Unmasked Estep 
Score: -37451244.000000 Penalty: 6288.125000
	Iteration 107Q: 3 clusters Score -3.745124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 316845 members 
Entering Unmasked Estep 
Score: -37451228.000000 Penalty: 6288.125000
	Iteration 108Q: 3 clusters Score -3.745123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 316868 members 
Entering Unmasked Estep 
Score: -37451204.000000 Penalty: 6288.125000
	Iteration 109Q: 3 clusters Score -3.74512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 316889 members 
Entering Unmasked Estep 
Score: -37451224.000000 Penalty: 6288.125000
	Iteration 110Q: 3 clusters Score -3.745122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 316910 members 
Entering Unmasked Estep 
Score: -37451220.000000 Penalty: 6288.125000
	Iteration 111Q: 3 clusters Score -3.745122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 316933 members 
Entering Unmasked Estep 
Score: -37451184.000000 Penalty: 6288.125000
	Iteration 112Q: 3 clusters Score -3.745118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 316954 members 
Entering Unmasked Estep 
Score: -37451144.000000 Penalty: 6288.125000
	Iteration 113Q: 3 clusters Score -3.745114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 316975 members 
Entering Unmasked Estep 
Score: -37451140.000000 Penalty: 6288.125000
	Iteration 114Q: 3 clusters Score -3.745114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 317000 members 
Entering Unmasked Estep 
Score: -37451128.000000 Penalty: 6288.125000
	Iteration 115Q: 3 clusters Score -3.745113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 317028 members 
Entering Unmasked Estep 
Score: -37451132.000000 Penalty: 6288.125000
	Iteration 116Q: 3 clusters Score -3.745113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 317047 members 
Entering Unmasked Estep 
Score: -37451104.000000 Penalty: 6288.125000
	Iteration 117Q: 3 clusters Score -3.74511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 317062 members 
Entering Unmasked Estep 
Score: -37451096.000000 Penalty: 6288.125000
	Iteration 118Q: 3 clusters Score -3.74511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 317076 members 
Entering Unmasked Estep 
Score: -37451104.000000 Penalty: 6288.125000
	Iteration 119Q: 3 clusters Score -3.74511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 317091 members 
Entering Unmasked Estep 
Score: -37451104.000000 Penalty: 6288.125000
	Iteration 120F: 3 clusters Score -3.74511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 317100 members 
Entering Unmasked Estep 
Score: -37451108.000000 Penalty: 6288.125000
	Iteration 121Q: 3 clusters Score -3.745111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 317115 members 
Entering Unmasked Estep 
Score: -37451108.000000 Penalty: 6288.125000
	Iteration 122Q: 3 clusters Score -3.745111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 317125 members 
Entering Unmasked Estep 
Score: -37451100.000000 Penalty: 6288.125000
	Iteration 123Q: 3 clusters Score -3.74511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 317137 members 
Entering Unmasked Estep 
Score: -37451108.000000 Penalty: 6288.125000
	Iteration 124Q: 3 clusters Score -3.745111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 317146 members 
Entering Unmasked Estep 
Score: -37451068.000000 Penalty: 6288.125000
	Iteration 125Q: 3 clusters Score -3.745107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 317157 members 
Entering Unmasked Estep 
Score: -37451040.000000 Penalty: 6288.125000
	Iteration 126Q: 3 clusters Score -3.745104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 317164 members 
Entering Unmasked Estep 
Score: -37451044.000000 Penalty: 6288.125000
	Iteration 127Q: 3 clusters Score -3.745104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 317172 members 
Entering Unmasked Estep 
Score: -37451056.000000 Penalty: 6288.125000
	Iteration 128Q: 3 clusters Score -3.745106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 317184 members 
Entering Unmasked Estep 
Score: -37451048.000000 Penalty: 6288.125000
	Iteration 129Q: 3 clusters Score -3.745105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 317201 members 
Entering Unmasked Estep 
Score: -37451036.000000 Penalty: 6288.125000
	Iteration 130Q: 3 clusters Score -3.745104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 317212 members 
Entering Unmasked Estep 
Score: -37451016.000000 Penalty: 6288.125000
	Iteration 131Q: 3 clusters Score -3.745102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 317223 members 
Entering Unmasked Estep 
Score: -37451008.000000 Penalty: 6288.125000
	Iteration 132Q: 3 clusters Score -3.745101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 317229 members 
Entering Unmasked Estep 
Score: -37451020.000000 Penalty: 6288.125000
	Iteration 133Q: 3 clusters Score -3.745102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 317241 members 
Entering Unmasked Estep 
Score: -37451012.000000 Penalty: 6288.125000
	Iteration 134Q: 3 clusters Score -3.745101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 317252 members 
Entering Unmasked Estep 
Score: -37451012.000000 Penalty: 6288.125000
	Iteration 135Q: 3 clusters Score -3.745101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 317267 members 
Entering Unmasked Estep 
Score: -37451012.000000 Penalty: 6288.125000
	Iteration 136Q: 3 clusters Score -3.745101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 317286 members 
Entering Unmasked Estep 
Score: -37451028.000000 Penalty: 6288.125000
	Iteration 137Q: 3 clusters Score -3.745103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 317304 members 
Entering Unmasked Estep 
Score: -37451024.000000 Penalty: 6288.125000
	Iteration 138Q: 3 clusters Score -3.745102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 317326 members 
Entering Unmasked Estep 
Score: -37451048.000000 Penalty: 6288.125000
	Iteration 139Q: 3 clusters Score -3.745105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 317350 members 
Entering Unmasked Estep 
Score: -37451044.000000 Penalty: 6288.125000
	Iteration 140F: 3 clusters Score -3.745104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 317378 members 
Entering Unmasked Estep 
Score: -37450996.000000 Penalty: 6288.125000
	Iteration 141Q: 3 clusters Score -3.7451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 317405 members 
Entering Unmasked Estep 
Score: -37451028.000000 Penalty: 6288.125000
	Iteration 142Q: 3 clusters Score -3.745103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 317430 members 
Entering Unmasked Estep 
Score: -37451044.000000 Penalty: 6288.125000
	Iteration 143Q: 3 clusters Score -3.745104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 317447 members 
Entering Unmasked Estep 
Score: -37451060.000000 Penalty: 6288.125000
	Iteration 144Q: 3 clusters Score -3.745106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 317460 members 
Entering Unmasked Estep 
Score: -37451036.000000 Penalty: 6288.125000
	Iteration 145Q: 3 clusters Score -3.745104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 317476 members 
Entering Unmasked Estep 
Score: -37451032.000000 Penalty: 6288.125000
	Iteration 146Q: 3 clusters Score -3.745103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 317491 members 
Entering Unmasked Estep 
Score: -37450996.000000 Penalty: 6288.125000
	Iteration 147Q: 3 clusters Score -3.7451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 317505 members 
Entering Unmasked Estep 
Score: -37450980.000000 Penalty: 6288.125000
	Iteration 148Q: 3 clusters Score -3.745098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 317521 members 
Entering Unmasked Estep 
Score: -37451020.000000 Penalty: 6288.125000
	Iteration 149Q: 3 clusters Score -3.745102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 317538 members 
Entering Unmasked Estep 
Score: -37451020.000000 Penalty: 6288.125000
	Iteration 150Q: 3 clusters Score -3.745102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 317559 members 
Entering Unmasked Estep 
Score: -37450992.000000 Penalty: 6288.125000
	Iteration 151Q: 3 clusters Score -3.745099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 317575 members 
Entering Unmasked Estep 
Score: -37450984.000000 Penalty: 6288.125000
	Iteration 152Q: 3 clusters Score -3.745098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 317580 members 
Entering Unmasked Estep 
Score: -37450984.000000 Penalty: 6288.125000
	Iteration 153Q: 3 clusters Score -3.745098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 317589 members 
Entering Unmasked Estep 
Score: -37450988.000000 Penalty: 6288.125000
	Iteration 154Q: 3 clusters Score -3.745099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 317594 members 
Entering Unmasked Estep 
Score: -37450992.000000 Penalty: 6288.125000
	Iteration 155Q: 3 clusters Score -3.745099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 317599 members 
Entering Unmasked Estep 
Score: -37450968.000000 Penalty: 6288.125000
	Iteration 156Q: 3 clusters Score -3.745097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 317605 members 
Entering Unmasked Estep 
Score: -37450972.000000 Penalty: 6288.125000
	Iteration 157Q: 3 clusters Score -3.745097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 317611 members 
Entering Unmasked Estep 
Score: -37450980.000000 Penalty: 6288.125000
	Iteration 158Q: 3 clusters Score -3.745098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 317614 members 
Entering Unmasked Estep 
Score: -37450968.000000 Penalty: 6288.125000
	Iteration 159Q: 3 clusters Score -3.745097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 317615 members 
Entering Unmasked Estep 
Score: -37450972.000000 Penalty: 6288.125000
	Iteration 160F: 3 clusters Score -3.745097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (80149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Entering Unmasked Estep 
Score: -9114602.000000 Penalty: 2800.327393
	Iteration 0F: 2 clusters Score -9114602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9060935.000000 Penalty: 5600.654785
	Iteration 0F: 3 clusters Score -9060935 nChanged 37795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -9082279.000000 Penalty: 5600.654785
	Iteration 1F: 3 clusters Score -9082279 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -9083212.000000 Penalty: 5600.654785
	Iteration 2Q: 3 clusters Score -9083212 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -9084353.000000 Penalty: 5600.654785
	Iteration 3Q: 3 clusters Score -9084353 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -9085965.000000 Penalty: 5600.654785
	Iteration 4Q: 3 clusters Score -9085965 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -9088115.000000 Penalty: 5600.654785
	Iteration 5F: 3 clusters Score -9088115 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -9090529.000000 Penalty: 5600.654785
	Iteration 6F: 3 clusters Score -9090529 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -9093195.000000 Penalty: 5600.654785
	Iteration 7F: 3 clusters Score -9093195 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -9095532.000000 Penalty: 5600.654785
	Iteration 8F: 3 clusters Score -9095532 nChanged 3805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9097113 nChanged 2874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9098139 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9098743 nChanged 1438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9099096 nChanged 1022
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9099246 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -9099409.000000 Penalty: 5600.654785
	Iteration 14Q: 3 clusters Score -9099409 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9099537 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9099582 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9099619 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9099685 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9099764 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9099845 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9099927 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9100035.000000 Penalty: 5600.654785
	Iteration 22Q: 3 clusters Score -9100035 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -9100088.000000 Penalty: 5600.654785
	Iteration 23Q: 3 clusters Score -9100088 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -9100191.000000 Penalty: 5600.654785
	Iteration 24Q: 3 clusters Score -9100191 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -9100311.000000 Penalty: 5600.654785
	Iteration 25Q: 3 clusters Score -9100311 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -9100441.000000 Penalty: 5600.654785
	Iteration 26Q: 3 clusters Score -9100441 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9100567.000000 Penalty: 5600.654785
	Iteration 27Q: 3 clusters Score -9100567 nChanged 949
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9100746 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9100956 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -9101114.000000 Penalty: 5600.654785
	Iteration 30Q: 3 clusters Score -9101114 nChanged 1116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9101336.000000 Penalty: 5600.654785
	Iteration 31Q: 3 clusters Score -9101336 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -9101624.000000 Penalty: 5600.654785
	Iteration 32Q: 3 clusters Score -9101624 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -9101880.000000 Penalty: 5600.654785
	Iteration 33Q: 3 clusters Score -9101880 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9102175.000000 Penalty: 5600.654785
	Iteration 34Q: 3 clusters Score -9102175 nChanged 1435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -9102551.000000 Penalty: 5600.654785
	Iteration 35Q: 3 clusters Score -9102551 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9102995 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9103343 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9103741 nChanged 1651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9104128 nChanged 1749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9104668 nChanged 1748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9105116 nChanged 1756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9105646 nChanged 1844
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9106186 nChanged 1797
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9106786 nChanged 1794
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Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9107273 nChanged 1718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9107763 nChanged 1628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -9108241.000000 Penalty: 5600.654785
	Iteration 47Q: 3 clusters Score -9108241 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9108737 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -9109158.000000 Penalty: 5600.654785
	Iteration 49Q: 3 clusters Score -9109158 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9109552 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9109891 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9110264 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -9110539.000000 Penalty: 5600.654785
	Iteration 53Q: 3 clusters Score -9110539 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9110773 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9110964 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9111167 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9111339 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9111450 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9111604 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9111743 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9111853 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9111948 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9112037 nChanged 381
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -9112118.000000 Penalty: 5600.654785
	Iteration 64Q: 3 clusters Score -9112118 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9112190 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9112242 nChanged 251
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9112278 nChanged 210
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Mstep: Class 1 contains 5324 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9112295 nChanged 166
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Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9112342 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9112391 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -9112381.000000 Penalty: 5600.654785
	Iteration 71Q: 3 clusters Score -9112381 nChanged 121
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Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -9112403.000000 Penalty: 5600.654785
	Iteration 72Q: 3 clusters Score -9112403 nChanged 107
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Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9112410 nChanged 100
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9112424 nChanged 103
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Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9112450 nChanged 88
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Mstep: Class 1 contains 4422 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9112451 nChanged 69
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9112482 nChanged 73
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Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9112482 nChanged 69
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Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9112484 nChanged 74
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9112495 nChanged 72
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Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9112523 nChanged 64
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Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9112519 nChanged 50
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Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9112538 nChanged 43
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Mstep: Class 1 contains 3940 members 
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	Iteration 84Q: 3 clusters Score -9112541 nChanged 43
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Mstep: Class 1 contains 3907 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9112550 nChanged 36
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Mstep: Class 1 contains 3875 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9112552 nChanged 32
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	Iteration 87Q: 3 clusters Score -9112552 nChanged 38
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9112565 nChanged 38
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9112562 nChanged 34
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Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9112582 nChanged 28
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Mstep: Class 1 contains 3727 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9112583 nChanged 38
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Mstep: Class 1 contains 3691 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9112590 nChanged 28
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9112590 nChanged 31
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9112581 nChanged 30
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	Iteration 95Q: 3 clusters Score -9112590 nChanged 27
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9112601 nChanged 27
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9112598 nChanged 31
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9112594 nChanged 29
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9112599 nChanged 23
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9112616 nChanged 23
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Entering Unmasked Estep 
Score: -9112618.000000 Penalty: 5600.654785
	Iteration 101Q: 3 clusters Score -9112618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -9112615.000000 Penalty: 5600.654785
	Iteration 102Q: 3 clusters Score -9112615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -9112614.000000 Penalty: 5600.654785
	Iteration 103Q: 3 clusters Score -9112614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -9112609.000000 Penalty: 5600.654785
	Iteration 104Q: 3 clusters Score -9112609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -9112624.000000 Penalty: 5600.654785
	Iteration 105Q: 3 clusters Score -9112624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -9112634.000000 Penalty: 5600.654785
	Iteration 106Q: 3 clusters Score -9112634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -9112629.000000 Penalty: 5600.654785
	Iteration 107Q: 3 clusters Score -9112629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -9112654.000000 Penalty: 5600.654785
	Iteration 108Q: 3 clusters Score -9112654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -9112658.000000 Penalty: 5600.654785
	Iteration 109Q: 3 clusters Score -9112658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -9112671.000000 Penalty: 5600.654785
	Iteration 110Q: 3 clusters Score -9112671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -9112657.000000 Penalty: 5600.654785
	Iteration 111Q: 3 clusters Score -9112657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -9112648.000000 Penalty: 5600.654785
	Iteration 112Q: 3 clusters Score -9112648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -9112667.000000 Penalty: 5600.654785
	Iteration 113Q: 3 clusters Score -9112667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -9112651.000000 Penalty: 5600.654785
	Iteration 114Q: 3 clusters Score -9112651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -9112653.000000 Penalty: 5600.654785
	Iteration 115Q: 3 clusters Score -9112653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -9112658.000000 Penalty: 5600.654785
	Iteration 116Q: 3 clusters Score -9112658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -9112654.000000 Penalty: 5600.654785
	Iteration 117Q: 3 clusters Score -9112654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -9112659.000000 Penalty: 5600.654785
	Iteration 118Q: 3 clusters Score -9112659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -9112658.000000 Penalty: 5600.654785
	Iteration 119Q: 3 clusters Score -9112658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -9112664.000000 Penalty: 5600.654785
	Iteration 120F: 3 clusters Score -9112664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -9112662.000000 Penalty: 5600.654785
	Iteration 121Q: 3 clusters Score -9112662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -9112661.000000 Penalty: 5600.654785
	Iteration 122Q: 3 clusters Score -9112661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -9112667.000000 Penalty: 5600.654785
	Iteration 123Q: 3 clusters Score -9112667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -9112669.000000 Penalty: 5600.654785
	Iteration 124Q: 3 clusters Score -9112669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -9112671.000000 Penalty: 5600.654785
	Iteration 125Q: 3 clusters Score -9112671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -9112671.000000 Penalty: 5600.654785
	Iteration 126F: 3 clusters Score -9112671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Entering Unmasked Estep 
Score: -6172687.000000 Penalty: 2694.339844
	Iteration 0F: 2 clusters Score -6172687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -6137278.500000 Penalty: 5388.679688
	Iteration 0F: 3 clusters Score -6137278 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -6150631.000000 Penalty: 5388.679688
	Iteration 1F: 3 clusters Score -6150631 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6151205.500000 Penalty: 5388.679688
	Iteration 2Q: 3 clusters Score -6151206 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -6151780.000000 Penalty: 5388.679688
	Iteration 3Q: 3 clusters Score -6151780 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6152486.000000 Penalty: 5388.679688
	Iteration 4Q: 3 clusters Score -6152486 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6153334.000000 Penalty: 5388.679688
	Iteration 5Q: 3 clusters Score -6153334 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6154177.500000 Penalty: 5388.679688
	Iteration 6Q: 3 clusters Score -6154178 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6155012.500000 Penalty: 5388.679688
	Iteration 7Q: 3 clusters Score -6155012 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -6155940.500000 Penalty: 5388.679688
	Iteration 8Q: 3 clusters Score -6155940 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6156945.500000 Penalty: 5388.679688
	Iteration 9Q: 3 clusters Score -6156946 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -6157953.500000 Penalty: 5388.679688
	Iteration 10Q: 3 clusters Score -6157954 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -6158854.500000 Penalty: 5388.679688
	Iteration 11Q: 3 clusters Score -6158854 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -6159688.500000 Penalty: 5388.679688
	Iteration 12Q: 3 clusters Score -6159688 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6160584.000000 Penalty: 5388.679688
	Iteration 13Q: 3 clusters Score -6160584 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -6161429.500000 Penalty: 5388.679688
	Iteration 14Q: 3 clusters Score -6161430 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -6162254.500000 Penalty: 5388.679688
	Iteration 15Q: 3 clusters Score -6162254 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -6162876.000000 Penalty: 5388.679688
	Iteration 16Q: 3 clusters Score -6162876 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -6163369.000000 Penalty: 5388.679688
	Iteration 17Q: 3 clusters Score -6163369 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -6163660.000000 Penalty: 5388.679688
	Iteration 18Q: 3 clusters Score -6163660 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6163865.500000 Penalty: 5388.679688
	Iteration 19Q: 3 clusters Score -6163866 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -6164084.500000 Penalty: 5388.679688
	Iteration 20F: 3 clusters Score -6164084 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -6164249.500000 Penalty: 5388.679688
	Iteration 21Q: 3 clusters Score -6164250 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -6164478.000000 Penalty: 5388.679688
	Iteration 22Q: 3 clusters Score -6164478 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -6164707.000000 Penalty: 5388.679688
	Iteration 23Q: 3 clusters Score -6164707 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6164948.500000 Penalty: 5388.679688
	Iteration 24Q: 3 clusters Score -6164948 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -6165214.500000 Penalty: 5388.679688
	Iteration 25Q: 3 clusters Score -6165214 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -6165541.000000 Penalty: 5388.679688
	Iteration 26Q: 3 clusters Score -6165541 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -6165920.000000 Penalty: 5388.679688
	Iteration 27Q: 3 clusters Score -6165920 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -6166300.500000 Penalty: 5388.679688
	Iteration 28Q: 3 clusters Score -6166300 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -6166679.000000 Penalty: 5388.679688
	Iteration 29Q: 3 clusters Score -6166679 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -6167081.000000 Penalty: 5388.679688
	Iteration 30Q: 3 clusters Score -6167081 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6167528.000000 Penalty: 5388.679688
	Iteration 31Q: 3 clusters Score -6167528 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6167919.000000 Penalty: 5388.679688
	Iteration 32Q: 3 clusters Score -6167919 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6168263.500000 Penalty: 5388.679688
	Iteration 33Q: 3 clusters Score -6168264 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6168566.500000 Penalty: 5388.679688
	Iteration 34Q: 3 clusters Score -6168566 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -6168911.000000 Penalty: 5388.679688
	Iteration 35Q: 3 clusters Score -6168911 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6169156.000000 Penalty: 5388.679688
	Iteration 36Q: 3 clusters Score -6169156 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -6169420.000000 Penalty: 5388.679688
	Iteration 37Q: 3 clusters Score -6169420 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6169635.500000 Penalty: 5388.679688
	Iteration 38Q: 3 clusters Score -6169636 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -6169803.000000 Penalty: 5388.679688
	Iteration 39Q: 3 clusters Score -6169803 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6169928.500000 Penalty: 5388.679688
	Iteration 40F: 3 clusters Score -6169928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6170023.500000 Penalty: 5388.679688
	Iteration 41Q: 3 clusters Score -6170024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -6170091.500000 Penalty: 5388.679688
	Iteration 42Q: 3 clusters Score -6170092 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6170151.500000 Penalty: 5388.679688
	Iteration 43Q: 3 clusters Score -6170152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -6170212.500000 Penalty: 5388.679688
	Iteration 44Q: 3 clusters Score -6170212 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6170252.500000 Penalty: 5388.679688
	Iteration 45Q: 3 clusters Score -6170252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -6170296.500000 Penalty: 5388.679688
	Iteration 46Q: 3 clusters Score -6170296 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -6170330.000000 Penalty: 5388.679688
	Iteration 47Q: 3 clusters Score -6170330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6170348.500000 Penalty: 5388.679688
	Iteration 48Q: 3 clusters Score -6170348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -6170370.000000 Penalty: 5388.679688
	Iteration 49Q: 3 clusters Score -6170370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -6170389.500000 Penalty: 5388.679688
	Iteration 50Q: 3 clusters Score -6170390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -6170386.500000 Penalty: 5388.679688
	Iteration 51Q: 3 clusters Score -6170386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -6170411.500000 Penalty: 5388.679688
	Iteration 52Q: 3 clusters Score -6170412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -6170412.000000 Penalty: 5388.679688
	Iteration 53Q: 3 clusters Score -6170412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6170407.500000 Penalty: 5388.679688
	Iteration 54Q: 3 clusters Score -6170408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6170419.000000 Penalty: 5388.679688
	Iteration 55Q: 3 clusters Score -6170419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -6170427.500000 Penalty: 5388.679688
	Iteration 56Q: 3 clusters Score -6170428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -6170436.500000 Penalty: 5388.679688
	Iteration 57Q: 3 clusters Score -6170436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -6170441.500000 Penalty: 5388.679688
	Iteration 58Q: 3 clusters Score -6170442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -6170454.000000 Penalty: 5388.679688
	Iteration 59Q: 3 clusters Score -6170454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -6170458.500000 Penalty: 5388.679688
	Iteration 60F: 3 clusters Score -6170458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6170465.500000 Penalty: 5388.679688
	Iteration 61Q: 3 clusters Score -6170466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -6170474.000000 Penalty: 5388.679688
	Iteration 62Q: 3 clusters Score -6170474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -6170484.500000 Penalty: 5388.679688
	Iteration 63Q: 3 clusters Score -6170484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6170478.000000 Penalty: 5388.679688
	Iteration 64Q: 3 clusters Score -6170478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6170477.000000 Penalty: 5388.679688
	Iteration 65Q: 3 clusters Score -6170477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -6170474.500000 Penalty: 5388.679688
	Iteration 66Q: 3 clusters Score -6170474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -6170487.000000 Penalty: 5388.679688
	Iteration 67Q: 3 clusters Score -6170487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -6170494.000000 Penalty: 5388.679688
	Iteration 68Q: 3 clusters Score -6170494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -6170503.000000 Penalty: 5388.679688
	Iteration 69Q: 3 clusters Score -6170503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6170507.500000 Penalty: 5388.679688
	Iteration 70Q: 3 clusters Score -6170508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6170511.000000 Penalty: 5388.679688
	Iteration 71Q: 3 clusters Score -6170511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -6170519.500000 Penalty: 5388.679688
	Iteration 72Q: 3 clusters Score -6170520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -6170543.500000 Penalty: 5388.679688
	Iteration 73Q: 3 clusters Score -6170544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -6170540.500000 Penalty: 5388.679688
	Iteration 74Q: 3 clusters Score -6170540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -6170552.500000 Penalty: 5388.679688
	Iteration 75Q: 3 clusters Score -6170552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -6170560.000000 Penalty: 5388.679688
	Iteration 76Q: 3 clusters Score -6170560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -6170567.000000 Penalty: 5388.679688
	Iteration 77Q: 3 clusters Score -6170567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -6170561.500000 Penalty: 5388.679688
	Iteration 78Q: 3 clusters Score -6170562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6170563.500000 Penalty: 5388.679688
	Iteration 79Q: 3 clusters Score -6170564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6170566.500000 Penalty: 5388.679688
	Iteration 80F: 3 clusters Score -6170566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -6170567.500000 Penalty: 5388.679688
	Iteration 81Q: 3 clusters Score -6170568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -6170571.000000 Penalty: 5388.679688
	Iteration 82Q: 3 clusters Score -6170571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6170572.500000 Penalty: 5388.679688
	Iteration 83Q: 3 clusters Score -6170572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -6170569.000000 Penalty: 5388.679688
	Iteration 84Q: 3 clusters Score -6170569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -6170562.500000 Penalty: 5388.679688
	Iteration 85Q: 3 clusters Score -6170562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -6170566.500000 Penalty: 5388.679688
	Iteration 86Q: 3 clusters Score -6170566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -6170566.500000 Penalty: 5388.679688
	Iteration 87F: 3 clusters Score -6170566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Entering Unmasked Estep 
Score: -11500801.000000 Penalty: 2848.903809
	Iteration 0F: 2 clusters Score -1.15008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -11435567.000000 Penalty: 5697.807617
	Iteration 0F: 3 clusters Score -1.143557e+07 nChanged 46062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -11462132.000000 Penalty: 5697.807617
	Iteration 1F: 3 clusters Score -1.146213e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -11463230.000000 Penalty: 5697.807617
	Iteration 2Q: 3 clusters Score -1.146323e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -11464774.000000 Penalty: 5697.807617
	Iteration 3Q: 3 clusters Score -1.146477e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -11466863.000000 Penalty: 5697.807617
	Iteration 4Q: 3 clusters Score -1.146686e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -11469628.000000 Penalty: 5697.807617
	Iteration 5F: 3 clusters Score -1.146963e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -11473282.000000 Penalty: 5697.807617
	Iteration 6F: 3 clusters Score -1.147328e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -11477837.000000 Penalty: 5697.807617
	Iteration 7F: 3 clusters Score -1.147784e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -11482515.000000 Penalty: 5697.807617
	Iteration 8F: 3 clusters Score -1.148252e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -11486784.000000 Penalty: 5697.807617
	Iteration 9F: 3 clusters Score -1.148678e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -11489908.000000 Penalty: 5697.807617
	Iteration 10Q: 3 clusters Score -1.148991e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -11492152.000000 Penalty: 5697.807617
	Iteration 11Q: 3 clusters Score -1.149215e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -11493684.000000 Penalty: 5697.807617
	Iteration 12Q: 3 clusters Score -1.149368e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -11494573.000000 Penalty: 5697.807617
	Iteration 13Q: 3 clusters Score -1.149457e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -11495129.000000 Penalty: 5697.807617
	Iteration 14Q: 3 clusters Score -1.149513e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -11495579.000000 Penalty: 5697.807617
	Iteration 15Q: 3 clusters Score -1.149558e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -11495897.000000 Penalty: 5697.807617
	Iteration 16Q: 3 clusters Score -1.14959e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -11496169.000000 Penalty: 5697.807617
	Iteration 17Q: 3 clusters Score -1.149617e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -11496415.000000 Penalty: 5697.807617
	Iteration 18Q: 3 clusters Score -1.149642e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -11496649.000000 Penalty: 5697.807617
	Iteration 19Q: 3 clusters Score -1.149665e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -11496811.000000 Penalty: 5697.807617
	Iteration 20F: 3 clusters Score -1.149681e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -11497020.000000 Penalty: 5697.807617
	Iteration 21Q: 3 clusters Score -1.149702e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -11497168.000000 Penalty: 5697.807617
	Iteration 22Q: 3 clusters Score -1.149717e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -11497285.000000 Penalty: 5697.807617
	Iteration 23Q: 3 clusters Score -1.149728e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -11497381.000000 Penalty: 5697.807617
	Iteration 24Q: 3 clusters Score -1.149738e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -11497498.000000 Penalty: 5697.807617
	Iteration 25Q: 3 clusters Score -1.14975e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -11497625.000000 Penalty: 5697.807617
	Iteration 26Q: 3 clusters Score -1.149762e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -11497715.000000 Penalty: 5697.807617
	Iteration 27Q: 3 clusters Score -1.149772e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -11497810.000000 Penalty: 5697.807617
	Iteration 28Q: 3 clusters Score -1.149781e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -11497885.000000 Penalty: 5697.807617
	Iteration 29Q: 3 clusters Score -1.149788e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -11497972.000000 Penalty: 5697.807617
	Iteration 30Q: 3 clusters Score -1.149797e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -11498026.000000 Penalty: 5697.807617
	Iteration 31Q: 3 clusters Score -1.149803e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -11498072.000000 Penalty: 5697.807617
	Iteration 32Q: 3 clusters Score -1.149807e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -11498137.000000 Penalty: 5697.807617
	Iteration 33Q: 3 clusters Score -1.149814e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -11498171.000000 Penalty: 5697.807617
	Iteration 34Q: 3 clusters Score -1.149817e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -11498230.000000 Penalty: 5697.807617
	Iteration 35Q: 3 clusters Score -1.149823e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -11498274.000000 Penalty: 5697.807617
	Iteration 36Q: 3 clusters Score -1.149827e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -11498324.000000 Penalty: 5697.807617
	Iteration 37Q: 3 clusters Score -1.149832e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -11498343.000000 Penalty: 5697.807617
	Iteration 38Q: 3 clusters Score -1.149834e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -11498362.000000 Penalty: 5697.807617
	Iteration 39Q: 3 clusters Score -1.149836e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -11498376.000000 Penalty: 5697.807617
	Iteration 40F: 3 clusters Score -1.149838e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -11498364.000000 Penalty: 5697.807617
	Iteration 41Q: 3 clusters Score -1.149836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -11498392.000000 Penalty: 5697.807617
	Iteration 42Q: 3 clusters Score -1.149839e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -11498409.000000 Penalty: 5697.807617
	Iteration 43Q: 3 clusters Score -1.149841e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -11498396.000000 Penalty: 5697.807617
	Iteration 44Q: 3 clusters Score -1.14984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -11498434.000000 Penalty: 5697.807617
	Iteration 45Q: 3 clusters Score -1.149843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -11498446.000000 Penalty: 5697.807617
	Iteration 46Q: 3 clusters Score -1.149845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -11498443.000000 Penalty: 5697.807617
	Iteration 47Q: 3 clusters Score -1.149844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -11498453.000000 Penalty: 5697.807617
	Iteration 48Q: 3 clusters Score -1.149845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -11498452.000000 Penalty: 5697.807617
	Iteration 49Q: 3 clusters Score -1.149845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -11498455.000000 Penalty: 5697.807617
	Iteration 50Q: 3 clusters Score -1.149846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 96091 members 
Entering Unmasked Estep 
Score: -11498483.000000 Penalty: 5697.807617
	Iteration 51Q: 3 clusters Score -1.149848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -11498493.000000 Penalty: 5697.807617
	Iteration 52Q: 3 clusters Score -1.149849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -11498493.000000 Penalty: 5697.807617
	Iteration 53Q: 3 clusters Score -1.149849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -11498481.000000 Penalty: 5697.807617
	Iteration 54Q: 3 clusters Score -1.149848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -11498490.000000 Penalty: 5697.807617
	Iteration 55Q: 3 clusters Score -1.149849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -11498490.000000 Penalty: 5697.807617
	Iteration 56Q: 3 clusters Score -1.149849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -11498486.000000 Penalty: 5697.807617
	Iteration 57Q: 3 clusters Score -1.149849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -11498491.000000 Penalty: 5697.807617
	Iteration 58Q: 3 clusters Score -1.149849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -11498492.000000 Penalty: 5697.807617
	Iteration 59Q: 3 clusters Score -1.149849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -11498486.000000 Penalty: 5697.807617
	Iteration 60F: 3 clusters Score -1.149849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -11498485.000000 Penalty: 5697.807617
	Iteration 61Q: 3 clusters Score -1.149848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -11498486.000000 Penalty: 5697.807617
	Iteration 62Q: 3 clusters Score -1.149849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -11498500.000000 Penalty: 5697.807617
	Iteration 63Q: 3 clusters Score -1.14985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -11498494.000000 Penalty: 5697.807617
	Iteration 64Q: 3 clusters Score -1.149849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -11498498.000000 Penalty: 5697.807617
	Iteration 65Q: 3 clusters Score -1.14985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -11498499.000000 Penalty: 5697.807617
	Iteration 66Q: 3 clusters Score -1.14985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -11498509.000000 Penalty: 5697.807617
	Iteration 67Q: 3 clusters Score -1.149851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -11498504.000000 Penalty: 5697.807617
	Iteration 68Q: 3 clusters Score -1.14985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -11498511.000000 Penalty: 5697.807617
	Iteration 69Q: 3 clusters Score -1.149851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -11498507.000000 Penalty: 5697.807617
	Iteration 70Q: 3 clusters Score -1.149851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -11498501.000000 Penalty: 5697.807617
	Iteration 71Q: 3 clusters Score -1.14985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -11498501.000000 Penalty: 5697.807617
	Iteration 72F: 3 clusters Score -1.14985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Entering Unmasked Estep 
Score: -10924366.000000 Penalty: 2836.254150
	Iteration 0F: 2 clusters Score -1.092437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -10862554.000000 Penalty: 5672.508301
	Iteration 0F: 3 clusters Score -1.086255e+07 nChanged 43749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -10887640.000000 Penalty: 5672.508301
	Iteration 1F: 3 clusters Score -1.088764e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -10888393.000000 Penalty: 5672.508301
	Iteration 2Q: 3 clusters Score -1.088839e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -10889349.000000 Penalty: 5672.508301
	Iteration 3Q: 3 clusters Score -1.088935e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10890472.000000 Penalty: 5672.508301
	Iteration 4Q: 3 clusters Score -1.089047e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -10891815.000000 Penalty: 5672.508301
	Iteration 5Q: 3 clusters Score -1.089182e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -10893233.000000 Penalty: 5672.508301
	Iteration 6Q: 3 clusters Score -1.089323e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -10895200.000000 Penalty: 5672.508301
	Iteration 7Q: 3 clusters Score -1.08952e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -10897549.000000 Penalty: 5672.508301
	Iteration 8Q: 3 clusters Score -1.089755e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -10900412.000000 Penalty: 5672.508301
	Iteration 9F: 3 clusters Score -1.090041e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -10903633.000000 Penalty: 5672.508301
	Iteration 10F: 3 clusters Score -1.090363e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -10906764.000000 Penalty: 5672.508301
	Iteration 11F: 3 clusters Score -1.090676e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -10909105.000000 Penalty: 5672.508301
	Iteration 12Q: 3 clusters Score -1.09091e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -10910397.000000 Penalty: 5672.508301
	Iteration 13Q: 3 clusters Score -1.09104e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -10911154.000000 Penalty: 5672.508301
	Iteration 14Q: 3 clusters Score -1.091115e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -10911647.000000 Penalty: 5672.508301
	Iteration 15Q: 3 clusters Score -1.091165e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -10912285.000000 Penalty: 5672.508301
	Iteration 16Q: 3 clusters Score -1.091228e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -10912911.000000 Penalty: 5672.508301
	Iteration 17Q: 3 clusters Score -1.091291e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -10913634.000000 Penalty: 5672.508301
	Iteration 18Q: 3 clusters Score -1.091363e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -10914346.000000 Penalty: 5672.508301
	Iteration 19Q: 3 clusters Score -1.091435e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -10915006.000000 Penalty: 5672.508301
	Iteration 20F: 3 clusters Score -1.091501e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -10915680.000000 Penalty: 5672.508301
	Iteration 21Q: 3 clusters Score -1.091568e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -10916131.000000 Penalty: 5672.508301
	Iteration 22Q: 3 clusters Score -1.091613e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -10916453.000000 Penalty: 5672.508301
	Iteration 23Q: 3 clusters Score -1.091645e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -10916662.000000 Penalty: 5672.508301
	Iteration 24Q: 3 clusters Score -1.091666e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -10916840.000000 Penalty: 5672.508301
	Iteration 25Q: 3 clusters Score -1.091684e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -10916959.000000 Penalty: 5672.508301
	Iteration 26Q: 3 clusters Score -1.091696e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -10916996.000000 Penalty: 5672.508301
	Iteration 27Q: 3 clusters Score -1.0917e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -10917100.000000 Penalty: 5672.508301
	Iteration 28Q: 3 clusters Score -1.09171e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -10917174.000000 Penalty: 5672.508301
	Iteration 29Q: 3 clusters Score -1.091717e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -10917218.000000 Penalty: 5672.508301
	Iteration 30Q: 3 clusters Score -1.091722e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -10917244.000000 Penalty: 5672.508301
	Iteration 31Q: 3 clusters Score -1.091724e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -10917283.000000 Penalty: 5672.508301
	Iteration 32Q: 3 clusters Score -1.091728e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -10917309.000000 Penalty: 5672.508301
	Iteration 33Q: 3 clusters Score -1.091731e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -10917299.000000 Penalty: 5672.508301
	Iteration 34Q: 3 clusters Score -1.09173e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -10917358.000000 Penalty: 5672.508301
	Iteration 35Q: 3 clusters Score -1.091736e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -10917349.000000 Penalty: 5672.508301
	Iteration 36Q: 3 clusters Score -1.091735e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -10917375.000000 Penalty: 5672.508301
	Iteration 37Q: 3 clusters Score -1.091738e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -10917406.000000 Penalty: 5672.508301
	Iteration 38Q: 3 clusters Score -1.091741e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -10917403.000000 Penalty: 5672.508301
	Iteration 39Q: 3 clusters Score -1.09174e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -10917410.000000 Penalty: 5672.508301
	Iteration 40F: 3 clusters Score -1.091741e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -10917396.000000 Penalty: 5672.508301
	Iteration 41Q: 3 clusters Score -1.09174e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -10917401.000000 Penalty: 5672.508301
	Iteration 42Q: 3 clusters Score -1.09174e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -10917432.000000 Penalty: 5672.508301
	Iteration 43Q: 3 clusters Score -1.091743e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -10917427.000000 Penalty: 5672.508301
	Iteration 44Q: 3 clusters Score -1.091743e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -10917461.000000 Penalty: 5672.508301
	Iteration 45Q: 3 clusters Score -1.091746e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -10917453.000000 Penalty: 5672.508301
	Iteration 46Q: 3 clusters Score -1.091745e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -10917483.000000 Penalty: 5672.508301
	Iteration 47Q: 3 clusters Score -1.091748e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -10917488.000000 Penalty: 5672.508301
	Iteration 48Q: 3 clusters Score -1.091749e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -10917505.000000 Penalty: 5672.508301
	Iteration 49Q: 3 clusters Score -1.09175e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -10917518.000000 Penalty: 5672.508301
	Iteration 50Q: 3 clusters Score -1.091752e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -10917552.000000 Penalty: 5672.508301
	Iteration 51Q: 3 clusters Score -1.091755e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -10917557.000000 Penalty: 5672.508301
	Iteration 52Q: 3 clusters Score -1.091756e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -10917568.000000 Penalty: 5672.508301
	Iteration 53Q: 3 clusters Score -1.091757e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -10917593.000000 Penalty: 5672.508301
	Iteration 54Q: 3 clusters Score -1.091759e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -10917612.000000 Penalty: 5672.508301
	Iteration 55Q: 3 clusters Score -1.091761e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -10917638.000000 Penalty: 5672.508301
	Iteration 56Q: 3 clusters Score -1.091764e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -10917630.000000 Penalty: 5672.508301
	Iteration 57Q: 3 clusters Score -1.091763e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -10917679.000000 Penalty: 5672.508301
	Iteration 58Q: 3 clusters Score -1.091768e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -10917669.000000 Penalty: 5672.508301
	Iteration 59Q: 3 clusters Score -1.091767e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -10917682.000000 Penalty: 5672.508301
	Iteration 60F: 3 clusters Score -1.091768e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -10917684.000000 Penalty: 5672.508301
	Iteration 61Q: 3 clusters Score -1.091768e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -10917712.000000 Penalty: 5672.508301
	Iteration 62Q: 3 clusters Score -1.091771e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -10917692.000000 Penalty: 5672.508301
	Iteration 63Q: 3 clusters Score -1.091769e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -10917702.000000 Penalty: 5672.508301
	Iteration 64Q: 3 clusters Score -1.09177e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -10917696.000000 Penalty: 5672.508301
	Iteration 65Q: 3 clusters Score -1.09177e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -10917723.000000 Penalty: 5672.508301
	Iteration 66Q: 3 clusters Score -1.091772e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -10917755.000000 Penalty: 5672.508301
	Iteration 67Q: 3 clusters Score -1.091776e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -10917754.000000 Penalty: 5672.508301
	Iteration 68Q: 3 clusters Score -1.091775e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -10917760.000000 Penalty: 5672.508301
	Iteration 69Q: 3 clusters Score -1.091776e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -10917807.000000 Penalty: 5672.508301
	Iteration 70Q: 3 clusters Score -1.091781e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -10917812.000000 Penalty: 5672.508301
	Iteration 71Q: 3 clusters Score -1.091781e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -10917882.000000 Penalty: 5672.508301
	Iteration 72Q: 3 clusters Score -1.091788e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -10917907.000000 Penalty: 5672.508301
	Iteration 73Q: 3 clusters Score -1.091791e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -10917929.000000 Penalty: 5672.508301
	Iteration 74Q: 3 clusters Score -1.091793e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -10917974.000000 Penalty: 5672.508301
	Iteration 75Q: 3 clusters Score -1.091797e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -10918004.000000 Penalty: 5672.508301
	Iteration 76Q: 3 clusters Score -1.0918e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -10918059.000000 Penalty: 5672.508301
	Iteration 77Q: 3 clusters Score -1.091806e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -10918113.000000 Penalty: 5672.508301
	Iteration 78Q: 3 clusters Score -1.091811e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -10918185.000000 Penalty: 5672.508301
	Iteration 79Q: 3 clusters Score -1.091818e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -10918280.000000 Penalty: 5672.508301
	Iteration 80F: 3 clusters Score -1.091828e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -10918385.000000 Penalty: 5672.508301
	Iteration 81Q: 3 clusters Score -1.091838e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -10918459.000000 Penalty: 5672.508301
	Iteration 82Q: 3 clusters Score -1.091846e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -10918520.000000 Penalty: 5672.508301
	Iteration 83Q: 3 clusters Score -1.091852e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -10918607.000000 Penalty: 5672.508301
	Iteration 84Q: 3 clusters Score -1.091861e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -10918655.000000 Penalty: 5672.508301
	Iteration 85Q: 3 clusters Score -1.091866e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -10918711.000000 Penalty: 5672.508301
	Iteration 86Q: 3 clusters Score -1.091871e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -10918781.000000 Penalty: 5672.508301
	Iteration 87Q: 3 clusters Score -1.091878e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -10918851.000000 Penalty: 5672.508301
	Iteration 88Q: 3 clusters Score -1.091885e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -10918900.000000 Penalty: 5672.508301
	Iteration 89Q: 3 clusters Score -1.09189e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -10919000.000000 Penalty: 5672.508301
	Iteration 90Q: 3 clusters Score -1.0919e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -10919129.000000 Penalty: 5672.508301
	Iteration 91Q: 3 clusters Score -1.091913e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -10919209.000000 Penalty: 5672.508301
	Iteration 92Q: 3 clusters Score -1.091921e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -10919312.000000 Penalty: 5672.508301
	Iteration 93Q: 3 clusters Score -1.091931e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -10919364.000000 Penalty: 5672.508301
	Iteration 94Q: 3 clusters Score -1.091936e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -10919459.000000 Penalty: 5672.508301
	Iteration 95Q: 3 clusters Score -1.091946e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -10919595.000000 Penalty: 5672.508301
	Iteration 96Q: 3 clusters Score -1.09196e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -10919676.000000 Penalty: 5672.508301
	Iteration 97Q: 3 clusters Score -1.091968e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -10919751.000000 Penalty: 5672.508301
	Iteration 98Q: 3 clusters Score -1.091975e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -10919819.000000 Penalty: 5672.508301
	Iteration 99Q: 3 clusters Score -1.091982e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -10919915.000000 Penalty: 5672.508301
	Iteration 100F: 3 clusters Score -1.091992e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -10920000.000000 Penalty: 5672.508301
	Iteration 101Q: 3 clusters Score -1.092e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -10920098.000000 Penalty: 5672.508301
	Iteration 102Q: 3 clusters Score -1.09201e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -10920172.000000 Penalty: 5672.508301
	Iteration 103Q: 3 clusters Score -1.092017e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -10920261.000000 Penalty: 5672.508301
	Iteration 104Q: 3 clusters Score -1.092026e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -10920362.000000 Penalty: 5672.508301
	Iteration 105Q: 3 clusters Score -1.092036e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -10920439.000000 Penalty: 5672.508301
	Iteration 106Q: 3 clusters Score -1.092044e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -10920498.000000 Penalty: 5672.508301
	Iteration 107Q: 3 clusters Score -1.09205e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -10920543.000000 Penalty: 5672.508301
	Iteration 108Q: 3 clusters Score -1.092054e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -10920653.000000 Penalty: 5672.508301
	Iteration 109Q: 3 clusters Score -1.092065e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -10920715.000000 Penalty: 5672.508301
	Iteration 110Q: 3 clusters Score -1.092072e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -10920759.000000 Penalty: 5672.508301
	Iteration 111Q: 3 clusters Score -1.092076e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -10920802.000000 Penalty: 5672.508301
	Iteration 112Q: 3 clusters Score -1.09208e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -10920893.000000 Penalty: 5672.508301
	Iteration 113Q: 3 clusters Score -1.092089e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -10920964.000000 Penalty: 5672.508301
	Iteration 114Q: 3 clusters Score -1.092096e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -10921027.000000 Penalty: 5672.508301
	Iteration 115Q: 3 clusters Score -1.092103e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -10921113.000000 Penalty: 5672.508301
	Iteration 116Q: 3 clusters Score -1.092111e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -10921195.000000 Penalty: 5672.508301
	Iteration 117Q: 3 clusters Score -1.09212e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -10921272.000000 Penalty: 5672.508301
	Iteration 118Q: 3 clusters Score -1.092127e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -10921346.000000 Penalty: 5672.508301
	Iteration 119Q: 3 clusters Score -1.092135e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -10921434.000000 Penalty: 5672.508301
	Iteration 120F: 3 clusters Score -1.092143e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -10921492.000000 Penalty: 5672.508301
	Iteration 121Q: 3 clusters Score -1.092149e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -10921527.000000 Penalty: 5672.508301
	Iteration 122Q: 3 clusters Score -1.092153e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -10921536.000000 Penalty: 5672.508301
	Iteration 123Q: 3 clusters Score -1.092154e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -10921559.000000 Penalty: 5672.508301
	Iteration 124Q: 3 clusters Score -1.092156e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -10921594.000000 Penalty: 5672.508301
	Iteration 125Q: 3 clusters Score -1.092159e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -10921635.000000 Penalty: 5672.508301
	Iteration 126Q: 3 clusters Score -1.092164e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -10921674.000000 Penalty: 5672.508301
	Iteration 127Q: 3 clusters Score -1.092167e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 88472 members 
Entering Unmasked Estep 
Score: -10921690.000000 Penalty: 5672.508301
	Iteration 128Q: 3 clusters Score -1.092169e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -10921728.000000 Penalty: 5672.508301
	Iteration 129Q: 3 clusters Score -1.092173e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -10921752.000000 Penalty: 5672.508301
	Iteration 130Q: 3 clusters Score -1.092175e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -10921805.000000 Penalty: 5672.508301
	Iteration 131Q: 3 clusters Score -1.09218e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -10921831.000000 Penalty: 5672.508301
	Iteration 132Q: 3 clusters Score -1.092183e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -10921874.000000 Penalty: 5672.508301
	Iteration 133Q: 3 clusters Score -1.092187e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -10921880.000000 Penalty: 5672.508301
	Iteration 134Q: 3 clusters Score -1.092188e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -10921903.000000 Penalty: 5672.508301
	Iteration 135Q: 3 clusters Score -1.09219e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -10921929.000000 Penalty: 5672.508301
	Iteration 136Q: 3 clusters Score -1.092193e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -10921947.000000 Penalty: 5672.508301
	Iteration 137Q: 3 clusters Score -1.092195e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -10921958.000000 Penalty: 5672.508301
	Iteration 138Q: 3 clusters Score -1.092196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -10921978.000000 Penalty: 5672.508301
	Iteration 139Q: 3 clusters Score -1.092198e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -10921976.000000 Penalty: 5672.508301
	Iteration 140F: 3 clusters Score -1.092198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -10922001.000000 Penalty: 5672.508301
	Iteration 141Q: 3 clusters Score -1.0922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -10922020.000000 Penalty: 5672.508301
	Iteration 142Q: 3 clusters Score -1.092202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -10922018.000000 Penalty: 5672.508301
	Iteration 143Q: 3 clusters Score -1.092202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -10922016.000000 Penalty: 5672.508301
	Iteration 144Q: 3 clusters Score -1.092202e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -10922014.000000 Penalty: 5672.508301
	Iteration 145Q: 3 clusters Score -1.092201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -10922018.000000 Penalty: 5672.508301
	Iteration 146Q: 3 clusters Score -1.092202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -10922018.000000 Penalty: 5672.508301
	Iteration 147Q: 3 clusters Score -1.092202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -10922036.000000 Penalty: 5672.508301
	Iteration 148Q: 3 clusters Score -1.092204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -10922043.000000 Penalty: 5672.508301
	Iteration 149Q: 3 clusters Score -1.092204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -10922060.000000 Penalty: 5672.508301
	Iteration 150Q: 3 clusters Score -1.092206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10922058.000000 Penalty: 5672.508301
	Iteration 151Q: 3 clusters Score -1.092206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -10922065.000000 Penalty: 5672.508301
	Iteration 152Q: 3 clusters Score -1.092206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -10922087.000000 Penalty: 5672.508301
	Iteration 153Q: 3 clusters Score -1.092209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -10922073.000000 Penalty: 5672.508301
	Iteration 154Q: 3 clusters Score -1.092207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -10922089.000000 Penalty: 5672.508301
	Iteration 155Q: 3 clusters Score -1.092209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -10922093.000000 Penalty: 5672.508301
	Iteration 156Q: 3 clusters Score -1.092209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -10922108.000000 Penalty: 5672.508301
	Iteration 157Q: 3 clusters Score -1.092211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -10922113.000000 Penalty: 5672.508301
	Iteration 158Q: 3 clusters Score -1.092211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -10922120.000000 Penalty: 5672.508301
	Iteration 159Q: 3 clusters Score -1.092212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -10922123.000000 Penalty: 5672.508301
	Iteration 160F: 3 clusters Score -1.092212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -10922134.000000 Penalty: 5672.508301
	Iteration 161Q: 3 clusters Score -1.092213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -10922161.000000 Penalty: 5672.508301
	Iteration 162Q: 3 clusters Score -1.092216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -10922173.000000 Penalty: 5672.508301
	Iteration 163Q: 3 clusters Score -1.092217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -10922178.000000 Penalty: 5672.508301
	Iteration 164Q: 3 clusters Score -1.092218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -10922171.000000 Penalty: 5672.508301
	Iteration 165Q: 3 clusters Score -1.092217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -10922170.000000 Penalty: 5672.508301
	Iteration 166Q: 3 clusters Score -1.092217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -10922174.000000 Penalty: 5672.508301
	Iteration 167Q: 3 clusters Score -1.092217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -10922198.000000 Penalty: 5672.508301
	Iteration 168Q: 3 clusters Score -1.09222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -10922201.000000 Penalty: 5672.508301
	Iteration 169Q: 3 clusters Score -1.09222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -10922206.000000 Penalty: 5672.508301
	Iteration 170Q: 3 clusters Score -1.092221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -10922213.000000 Penalty: 5672.508301
	Iteration 171Q: 3 clusters Score -1.092221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -10922213.000000 Penalty: 5672.508301
	Iteration 172Q: 3 clusters Score -1.092221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -10922215.000000 Penalty: 5672.508301
	Iteration 173Q: 3 clusters Score -1.092222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -10922219.000000 Penalty: 5672.508301
	Iteration 174Q: 3 clusters Score -1.092222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -10922223.000000 Penalty: 5672.508301
	Iteration 175Q: 3 clusters Score -1.092222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -10922209.000000 Penalty: 5672.508301
	Iteration 176Q: 3 clusters Score -1.092221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -10922225.000000 Penalty: 5672.508301
	Iteration 177Q: 3 clusters Score -1.092222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -10922231.000000 Penalty: 5672.508301
	Iteration 178Q: 3 clusters Score -1.092223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -10922237.000000 Penalty: 5672.508301
	Iteration 179Q: 3 clusters Score -1.092224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -10922240.000000 Penalty: 5672.508301
	Iteration 180F: 3 clusters Score -1.092224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -10922227.000000 Penalty: 5672.508301
	Iteration 181Q: 3 clusters Score -1.092223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -10922229.000000 Penalty: 5672.508301
	Iteration 182Q: 3 clusters Score -1.092223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -10922225.000000 Penalty: 5672.508301
	Iteration 183Q: 3 clusters Score -1.092222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -10922233.000000 Penalty: 5672.508301
	Iteration 184Q: 3 clusters Score -1.092223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -10922231.000000 Penalty: 5672.508301
	Iteration 185Q: 3 clusters Score -1.092223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -10922231.000000 Penalty: 5672.508301
	Iteration 186F: 3 clusters Score -1.092223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -534316.687500 Penalty: 2098.339355
	Iteration 0F: 2 clusters Score -534316.7 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 2414 members 
Entering Unmasked Estep 
Score: -529891.812500 Penalty: 4196.678711
	Iteration 0F: 3 clusters Score -529891.8 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -531052.437500 Penalty: 4196.678711
	Iteration 1F: 3 clusters Score -531052.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -531303.437500 Penalty: 4196.678711
	Iteration 2F: 3 clusters Score -531303.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -531507.500000 Penalty: 4196.678711
	Iteration 3F: 3 clusters Score -531507.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -531710.125000 Penalty: 4196.678711
	Iteration 4Q: 3 clusters Score -531710.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -531929.187500 Penalty: 4196.678711
	Iteration 5Q: 3 clusters Score -531929.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -532155.875000 Penalty: 4196.678711
	Iteration 6Q: 3 clusters Score -532155.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -532446.687500 Penalty: 4196.678711
	Iteration 7F: 3 clusters Score -532446.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -532790.125000 Penalty: 4196.678711
	Iteration 8F: 3 clusters Score -532790.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -533286.187500 Penalty: 4196.678711
	Iteration 9F: 3 clusters Score -533286.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -534002.687500 Penalty: 4196.678711
	Iteration 10F: 3 clusters Score -534002.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -534599.312500 Penalty: 4196.678711
	Iteration 11F: 3 clusters Score -534599.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -534840.687500 Penalty: 4196.678711
	Iteration 12Q: 3 clusters Score -534840.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -534874.812500 Penalty: 4196.678711
	Iteration 13Q: 3 clusters Score -534874.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -534881.187500 Penalty: 4196.678711
	Iteration 14Q: 3 clusters Score -534881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -534885.562500 Penalty: 4196.678711
	Iteration 15Q: 3 clusters Score -534885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -534886.062500 Penalty: 4196.678711
	Iteration 16Q: 3 clusters Score -534886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -534887.250000 Penalty: 4196.678711
	Iteration 17Q: 3 clusters Score -534887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -534887.437500 Penalty: 4196.678711
	Iteration 18Q: 3 clusters Score -534887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -534887.437500 Penalty: 4196.678711
	Iteration 19F: 3 clusters Score -534887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 13768 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 2817 members 
Entering Unmasked Estep 
Score: -183984320.000000 Penalty: 106334.703125
Splitting cluster 22 changes total score from -183985408.000000 to -183984320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -943205.875000 Penalty: 2229.165527
	Iteration 0F: 2 clusters Score -943205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -936847.312500 Penalty: 4458.331055
	Iteration 0F: 3 clusters Score -936847.3 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -938526.625000 Penalty: 4458.331055
	Iteration 1F: 3 clusters Score -938526.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -938860.000000 Penalty: 4458.331055
	Iteration 2F: 3 clusters Score -938860 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -939130.562500 Penalty: 4458.331055
	Iteration 3F: 3 clusters Score -939130.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -939387.750000 Penalty: 4458.331055
	Iteration 4Q: 3 clusters Score -939387.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -939642.250000 Penalty: 4458.331055
	Iteration 5Q: 3 clusters Score -939642.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -939903.625000 Penalty: 4458.331055
	Iteration 6Q: 3 clusters Score -939903.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -940144.750000 Penalty: 4458.331055
	Iteration 7Q: 3 clusters Score -940144.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -940374.312500 Penalty: 4458.331055
	Iteration 8Q: 3 clusters Score -940374.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -940599.812500 Penalty: 4458.331055
	Iteration 9Q: 3 clusters Score -940599.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -940793.312500 Penalty: 4458.331055
	Iteration 10Q: 3 clusters Score -940793.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -940949.312500 Penalty: 4458.331055
	Iteration 11Q: 3 clusters Score -940949.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -941062.875000 Penalty: 4458.331055
	Iteration 12Q: 3 clusters Score -941062.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -941142.125000 Penalty: 4458.331055
	Iteration 13Q: 3 clusters Score -941142.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -941205.562500 Penalty: 4458.331055
	Iteration 14Q: 3 clusters Score -941205.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -941245.375000 Penalty: 4458.331055
	Iteration 15Q: 3 clusters Score -941245.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -941282.062500 Penalty: 4458.331055
	Iteration 16Q: 3 clusters Score -941282.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -941319.500000 Penalty: 4458.331055
	Iteration 17Q: 3 clusters Score -941319.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -941341.125000 Penalty: 4458.331055
	Iteration 18Q: 3 clusters Score -941341.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -941359.562500 Penalty: 4458.331055
	Iteration 19Q: 3 clusters Score -941359.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -941376.937500 Penalty: 4458.331055
	Iteration 20F: 3 clusters Score -941376.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -941395.500000 Penalty: 4458.331055
	Iteration 21Q: 3 clusters Score -941395.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -941403.812500 Penalty: 4458.331055
	Iteration 22Q: 3 clusters Score -941403.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -941416.750000 Penalty: 4458.331055
	Iteration 23Q: 3 clusters Score -941416.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -941425.750000 Penalty: 4458.331055
	Iteration 24Q: 3 clusters Score -941425.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -941432.062500 Penalty: 4458.331055
	Iteration 25Q: 3 clusters Score -941432.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -941439.500000 Penalty: 4458.331055
	Iteration 26Q: 3 clusters Score -941439.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -941444.687500 Penalty: 4458.331055
	Iteration 27Q: 3 clusters Score -941444.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -941450.500000 Penalty: 4458.331055
	Iteration 28Q: 3 clusters Score -941450.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -941457.625000 Penalty: 4458.331055
	Iteration 29Q: 3 clusters Score -941457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -941462.000000 Penalty: 4458.331055
	Iteration 30Q: 3 clusters Score -941462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -941465.437500 Penalty: 4458.331055
	Iteration 31Q: 3 clusters Score -941465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -941465.375000 Penalty: 4458.331055
	Iteration 32Q: 3 clusters Score -941465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -941465.312500 Penalty: 4458.331055
	Iteration 33Q: 3 clusters Score -941465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -941465.625000 Penalty: 4458.331055
	Iteration 34Q: 3 clusters Score -941465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -941467.125000 Penalty: 4458.331055
	Iteration 35Q: 3 clusters Score -941467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -941468.000000 Penalty: 4458.331055
	Iteration 36Q: 3 clusters Score -941468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -941467.500000 Penalty: 4458.331055
	Iteration 37Q: 3 clusters Score -941467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -941467.750000 Penalty: 4458.331055
	Iteration 38Q: 3 clusters Score -941467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -941467.937500 Penalty: 4458.331055
	Iteration 39Q: 3 clusters Score -941467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -941468.500000 Penalty: 4458.331055
	Iteration 40F: 3 clusters Score -941468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -941470.125000 Penalty: 4458.331055
	Iteration 41Q: 3 clusters Score -941470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -941469.312500 Penalty: 4458.331055
	Iteration 42Q: 3 clusters Score -941469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -941469.312500 Penalty: 4458.331055
	Iteration 43F: 3 clusters Score -941469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (62158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Entering Unmasked Estep 
Score: -7379143.500000 Penalty: 2737.283691
	Iteration 0F: 2 clusters Score -7379144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -7337400.000000 Penalty: 5474.567383
	Iteration 0F: 3 clusters Score -7337400 nChanged 28945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -7353708.500000 Penalty: 5474.567383
	Iteration 1F: 3 clusters Score -7353708 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7354290.500000 Penalty: 5474.567383
	Iteration 2Q: 3 clusters Score -7354290 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -7354984.000000 Penalty: 5474.567383
	Iteration 3Q: 3 clusters Score -7354984 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -7355807.000000 Penalty: 5474.567383
	Iteration 4Q: 3 clusters Score -7355807 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7356999.000000 Penalty: 5474.567383
	Iteration 5Q: 3 clusters Score -7356999 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -7358736.000000 Penalty: 5474.567383
	Iteration 6F: 3 clusters Score -7358736 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -7361512.500000 Penalty: 5474.567383
	Iteration 7F: 3 clusters Score -7361512 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -7365265.500000 Penalty: 5474.567383
	Iteration 8F: 3 clusters Score -7365266 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -7369412.500000 Penalty: 5474.567383
	Iteration 9F: 3 clusters Score -7369412 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7372758.000000 Penalty: 5474.567383
	Iteration 10F: 3 clusters Score -7372758 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7374798.500000 Penalty: 5474.567383
	Iteration 11Q: 3 clusters Score -7374798 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7375802.500000 Penalty: 5474.567383
	Iteration 12Q: 3 clusters Score -7375802 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7376243.000000 Penalty: 5474.567383
	Iteration 13Q: 3 clusters Score -7376243 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7376478.500000 Penalty: 5474.567383
	Iteration 14Q: 3 clusters Score -7376478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7376631.500000 Penalty: 5474.567383
	Iteration 15Q: 3 clusters Score -7376632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7376734.000000 Penalty: 5474.567383
	Iteration 16Q: 3 clusters Score -7376734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7376803.000000 Penalty: 5474.567383
	Iteration 17Q: 3 clusters Score -7376803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7376840.000000 Penalty: 5474.567383
	Iteration 18Q: 3 clusters Score -7376840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7376862.500000 Penalty: 5474.567383
	Iteration 19Q: 3 clusters Score -7376862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7376886.500000 Penalty: 5474.567383
	Iteration 20F: 3 clusters Score -7376886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7376898.000000 Penalty: 5474.567383
	Iteration 21Q: 3 clusters Score -7376898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7376919.000000 Penalty: 5474.567383
	Iteration 22Q: 3 clusters Score -7376919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7376927.000000 Penalty: 5474.567383
	Iteration 23Q: 3 clusters Score -7376927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7376945.500000 Penalty: 5474.567383
	Iteration 24Q: 3 clusters Score -7376946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7376963.000000 Penalty: 5474.567383
	Iteration 25Q: 3 clusters Score -7376963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7376969.500000 Penalty: 5474.567383
	Iteration 26Q: 3 clusters Score -7376970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7376969.500000 Penalty: 5474.567383
	Iteration 27Q: 3 clusters Score -7376970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7376969.500000 Penalty: 5474.567383
	Iteration 28Q: 3 clusters Score -7376970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7376971.000000 Penalty: 5474.567383
	Iteration 29Q: 3 clusters Score -7376971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7376979.500000 Penalty: 5474.567383
	Iteration 30Q: 3 clusters Score -7376980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7376976.500000 Penalty: 5474.567383
	Iteration 31Q: 3 clusters Score -7376976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7376976.500000 Penalty: 5474.567383
	Iteration 32F: 3 clusters Score -7376976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -320966.343750 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -320966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -317848.781250 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -317848.8 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -318447.031250 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -318447 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -318569.062500 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -318569.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -318642.937500 Penalty: 3941.171143
	Iteration 3Q: 3 clusters Score -318642.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318680.687500 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -318680.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -318700.750000 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -318700.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -318715.718750 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -318715.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -318726.781250 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -318726.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -318741.531250 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -318741.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -318754.156250 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -318754.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -318762.406250 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -318762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -318766.437500 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -318766.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -318773.312500 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -318773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -318780.156250 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -318780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -318790.500000 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -318790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -318797.968750 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -318798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -318805.343750 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -318805.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -318812.062500 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -318812.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -318819.343750 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -318819.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -318825.093750 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -318825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -318830.406250 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -318830.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -318836.468750 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -318836.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -318840.468750 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -318840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -318841.531250 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -318841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -318844.812500 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -318844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318845.937500 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -318845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -318846.531250 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -318846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -318848.093750 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -318848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -318849.343750 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -318849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -318850.187500 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -318850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -318850.187500 Penalty: 3941.171143
	Iteration 30F: 3 clusters Score -318850.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -676452.000000 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -676452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -671231.250000 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -671231.2 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -672546.750000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -672546.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -672754.437500 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -672754.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -672908.125000 Penalty: 4324.051758
	Iteration 3Q: 3 clusters Score -672908.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -673031.437500 Penalty: 4324.051758
	Iteration 4Q: 3 clusters Score -673031.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -673156.687500 Penalty: 4324.051758
	Iteration 5Q: 3 clusters Score -673156.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -673294.687500 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -673294.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -673421.500000 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -673421.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -673557.500000 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -673557.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -673705.937500 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -673705.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -673870.062500 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -673870.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -674030.625000 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -674030.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -674193.750000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -674193.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -674349.187500 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -674349.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -674493.000000 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -674493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -674603.750000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -674603.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -674686.875000 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -674686.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -674741.750000 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -674741.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -674787.937500 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -674787.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -674829.687500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -674829.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -674860.187500 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -674860.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -674892.062500 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -674892.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -674919.125000 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -674919.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -674947.125000 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -674947.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -674967.375000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -674967.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -674987.687500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -674987.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -675004.687500 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -675004.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -675019.937500 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -675019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -675035.875000 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -675035.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -675046.250000 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -675046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -675052.500000 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -675052.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -675060.000000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -675060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -675068.625000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -675068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -675074.937500 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -675074.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -675083.312500 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -675083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -675088.687500 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -675088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -675093.312500 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -675093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -675094.312500 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -675094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -675096.125000 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -675096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -675097.375000 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -675097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -675098.937500 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -675098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -675098.875000 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -675098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -675101.875000 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -675101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -675101.875000 Penalty: 4324.051758
	Iteration 43F: 3 clusters Score -675101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38992.402344 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -38992.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39258.828125 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39258.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39383.054688 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39383.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39543.929688 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39543.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39724.917969 Penalty: 2984.013916
	Iteration 4F: 3 clusters Score -39724.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39818.847656 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39818.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39892.789062 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39892.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39926.183594 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39926.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39993.144531 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39993.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40076.023438 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -40076.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40166.546875 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -40166.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40206.941406 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -40206.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40207.847656 Penalty: 2984.013916
	Iteration 12F: 3 clusters Score -40207.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40229.191406 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -40229.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40294.019531 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -40294.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40375.742188 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -40375.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40375.742188 Penalty: 2984.013916
	Iteration 16F: 3 clusters Score -40375.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 13768 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 135 members 
Mstep: Class 28 contains 185933 members 
Mstep: Class 29 contains 642 members 
Mstep: Class 30 contains 275 members 
Entering Unmasked Estep 
Score: -183983408.000000 Penalty: 106334.703125
Splitting cluster 27 changes total score from -183985408.000000 to -183983408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (185933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Entering Unmasked Estep 
Score: -21827636.000000 Penalty: 3009.019043
	Iteration 0F: 2 clusters Score -2.182764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -21704412.000000 Penalty: 6018.038086
	Iteration 0F: 3 clusters Score -2.170441e+07 nChanged 88940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -21755984.000000 Penalty: 6018.038086
	Iteration 1F: 3 clusters Score -2.175598e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -21757476.000000 Penalty: 6018.038086
	Iteration 2Q: 3 clusters Score -2.175748e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -21759398.000000 Penalty: 6018.038086
	Iteration 3Q: 3 clusters Score -2.17594e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -21761778.000000 Penalty: 6018.038086
	Iteration 4Q: 3 clusters Score -2.176178e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -21765362.000000 Penalty: 6018.038086
	Iteration 5Q: 3 clusters Score -2.176536e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -21770252.000000 Penalty: 6018.038086
	Iteration 6F: 3 clusters Score -2.177025e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -21776878.000000 Penalty: 6018.038086
	Iteration 7F: 3 clusters Score -2.177688e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -21784924.000000 Penalty: 6018.038086
	Iteration 8F: 3 clusters Score -2.178492e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124031 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -21793870.000000 Penalty: 6018.038086
	Iteration 9F: 3 clusters Score -2.179387e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -21801568.000000 Penalty: 6018.038086
	Iteration 10F: 3 clusters Score -2.180157e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132610 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -21806584.000000 Penalty: 6018.038086
	Iteration 11Q: 3 clusters Score -2.180658e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -21809614.000000 Penalty: 6018.038086
	Iteration 12Q: 3 clusters Score -2.180961e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -21811908.000000 Penalty: 6018.038086
	Iteration 13Q: 3 clusters Score -2.181191e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -21813810.000000 Penalty: 6018.038086
	Iteration 14Q: 3 clusters Score -2.181381e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141346 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -21815660.000000 Penalty: 6018.038086
	Iteration 15Q: 3 clusters Score -2.181566e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142907 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -21817424.000000 Penalty: 6018.038086
	Iteration 16Q: 3 clusters Score -2.181742e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144298 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 6018.038086
	Iteration 17Q: 3 clusters Score -2.181863e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -21819804.000000 Penalty: 6018.038086
	Iteration 18Q: 3 clusters Score -2.18198e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146459 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -21820700.000000 Penalty: 6018.038086
	Iteration 19Q: 3 clusters Score -2.18207e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147319 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -21821368.000000 Penalty: 6018.038086
	Iteration 20F: 3 clusters Score -2.182137e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -21822056.000000 Penalty: 6018.038086
	Iteration 21Q: 3 clusters Score -2.182206e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -21822372.000000 Penalty: 6018.038086
	Iteration 22Q: 3 clusters Score -2.182237e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149329 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -21822642.000000 Penalty: 6018.038086
	Iteration 23Q: 3 clusters Score -2.182264e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -21822868.000000 Penalty: 6018.038086
	Iteration 24Q: 3 clusters Score -2.182287e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -21822990.000000 Penalty: 6018.038086
	Iteration 25Q: 3 clusters Score -2.182299e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -21823156.000000 Penalty: 6018.038086
	Iteration 26Q: 3 clusters Score -2.182316e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -21823270.000000 Penalty: 6018.038086
	Iteration 27Q: 3 clusters Score -2.182327e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -21823334.000000 Penalty: 6018.038086
	Iteration 28Q: 3 clusters Score -2.182333e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -21823416.000000 Penalty: 6018.038086
	Iteration 29Q: 3 clusters Score -2.182342e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -21823482.000000 Penalty: 6018.038086
	Iteration 30Q: 3 clusters Score -2.182348e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -21823654.000000 Penalty: 6018.038086
	Iteration 31Q: 3 clusters Score -2.182365e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155423 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -21823742.000000 Penalty: 6018.038086
	Iteration 32Q: 3 clusters Score -2.182374e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -21823888.000000 Penalty: 6018.038086
	Iteration 33Q: 3 clusters Score -2.182389e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -21823828.000000 Penalty: 6018.038086
	Iteration 34Q: 3 clusters Score -2.182383e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -21823886.000000 Penalty: 6018.038086
	Iteration 35Q: 3 clusters Score -2.182389e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -21823998.000000 Penalty: 6018.038086
	Iteration 36Q: 3 clusters Score -2.1824e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -21823934.000000 Penalty: 6018.038086
	Iteration 37Q: 3 clusters Score -2.182393e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159293 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -21824010.000000 Penalty: 6018.038086
	Iteration 38Q: 3 clusters Score -2.182401e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -21824104.000000 Penalty: 6018.038086
	Iteration 39Q: 3 clusters Score -2.18241e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -21824146.000000 Penalty: 6018.038086
	Iteration 40F: 3 clusters Score -2.182415e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161170 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -21824214.000000 Penalty: 6018.038086
	Iteration 41Q: 3 clusters Score -2.182421e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -21824216.000000 Penalty: 6018.038086
	Iteration 42Q: 3 clusters Score -2.182422e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162352 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -21824336.000000 Penalty: 6018.038086
	Iteration 43Q: 3 clusters Score -2.182434e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -21824428.000000 Penalty: 6018.038086
	Iteration 44Q: 3 clusters Score -2.182443e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163557 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -21824422.000000 Penalty: 6018.038086
	Iteration 45Q: 3 clusters Score -2.182442e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -21824492.000000 Penalty: 6018.038086
	Iteration 46Q: 3 clusters Score -2.182449e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164730 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -21824554.000000 Penalty: 6018.038086
	Iteration 47Q: 3 clusters Score -2.182455e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -21824626.000000 Penalty: 6018.038086
	Iteration 48Q: 3 clusters Score -2.182463e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -21824698.000000 Penalty: 6018.038086
	Iteration 49Q: 3 clusters Score -2.18247e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -21824672.000000 Penalty: 6018.038086
	Iteration 50Q: 3 clusters Score -2.182467e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -21824708.000000 Penalty: 6018.038086
	Iteration 51Q: 3 clusters Score -2.182471e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -21824768.000000 Penalty: 6018.038086
	Iteration 52Q: 3 clusters Score -2.182477e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -21824794.000000 Penalty: 6018.038086
	Iteration 53Q: 3 clusters Score -2.182479e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168169 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -21824848.000000 Penalty: 6018.038086
	Iteration 54Q: 3 clusters Score -2.182485e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168587 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 55Q: 3 clusters Score -2.182484e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -21824848.000000 Penalty: 6018.038086
	Iteration 56Q: 3 clusters Score -2.182485e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -21824816.000000 Penalty: 6018.038086
	Iteration 57Q: 3 clusters Score -2.182482e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169769 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -21824800.000000 Penalty: 6018.038086
	Iteration 58Q: 3 clusters Score -2.18248e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -21824822.000000 Penalty: 6018.038086
	Iteration 59Q: 3 clusters Score -2.182482e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 60F: 3 clusters Score -2.182484e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -21824854.000000 Penalty: 6018.038086
	Iteration 61Q: 3 clusters Score -2.182485e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -21824812.000000 Penalty: 6018.038086
	Iteration 62Q: 3 clusters Score -2.182481e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -21824848.000000 Penalty: 6018.038086
	Iteration 63Q: 3 clusters Score -2.182485e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171620 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -21824870.000000 Penalty: 6018.038086
	Iteration 64Q: 3 clusters Score -2.182487e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -21824912.000000 Penalty: 6018.038086
	Iteration 65Q: 3 clusters Score -2.182491e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -21824944.000000 Penalty: 6018.038086
	Iteration 66Q: 3 clusters Score -2.182494e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -21824982.000000 Penalty: 6018.038086
	Iteration 67Q: 3 clusters Score -2.182498e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172659 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -21824980.000000 Penalty: 6018.038086
	Iteration 68Q: 3 clusters Score -2.182498e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172906 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -21824962.000000 Penalty: 6018.038086
	Iteration 69Q: 3 clusters Score -2.182496e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173160 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -21824952.000000 Penalty: 6018.038086
	Iteration 70Q: 3 clusters Score -2.182495e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -21824974.000000 Penalty: 6018.038086
	Iteration 71Q: 3 clusters Score -2.182497e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -21824966.000000 Penalty: 6018.038086
	Iteration 72Q: 3 clusters Score -2.182497e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -21824972.000000 Penalty: 6018.038086
	Iteration 73Q: 3 clusters Score -2.182497e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174024 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -21824922.000000 Penalty: 6018.038086
	Iteration 74Q: 3 clusters Score -2.182492e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -21824862.000000 Penalty: 6018.038086
	Iteration 75Q: 3 clusters Score -2.182486e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174350 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -21824868.000000 Penalty: 6018.038086
	Iteration 76Q: 3 clusters Score -2.182487e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174499 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -21824828.000000 Penalty: 6018.038086
	Iteration 77Q: 3 clusters Score -2.182483e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -21824828.000000 Penalty: 6018.038086
	Iteration 78Q: 3 clusters Score -2.182483e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -21824898.000000 Penalty: 6018.038086
	Iteration 79Q: 3 clusters Score -2.18249e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -21824894.000000 Penalty: 6018.038086
	Iteration 80F: 3 clusters Score -2.182489e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -21824924.000000 Penalty: 6018.038086
	Iteration 81Q: 3 clusters Score -2.182492e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -21824934.000000 Penalty: 6018.038086
	Iteration 82Q: 3 clusters Score -2.182493e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175316 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -21824954.000000 Penalty: 6018.038086
	Iteration 83Q: 3 clusters Score -2.182495e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175420 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -21824922.000000 Penalty: 6018.038086
	Iteration 84Q: 3 clusters Score -2.182492e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -21824944.000000 Penalty: 6018.038086
	Iteration 85Q: 3 clusters Score -2.182494e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -21824894.000000 Penalty: 6018.038086
	Iteration 86Q: 3 clusters Score -2.182489e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -21824916.000000 Penalty: 6018.038086
	Iteration 87Q: 3 clusters Score -2.182492e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -21824904.000000 Penalty: 6018.038086
	Iteration 88Q: 3 clusters Score -2.18249e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -21824874.000000 Penalty: 6018.038086
	Iteration 89Q: 3 clusters Score -2.182487e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -21824876.000000 Penalty: 6018.038086
	Iteration 90Q: 3 clusters Score -2.182488e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176039 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -21824890.000000 Penalty: 6018.038086
	Iteration 91Q: 3 clusters Score -2.182489e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176115 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -21824858.000000 Penalty: 6018.038086
	Iteration 92Q: 3 clusters Score -2.182486e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176176 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -21824880.000000 Penalty: 6018.038086
	Iteration 93Q: 3 clusters Score -2.182488e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -21824852.000000 Penalty: 6018.038086
	Iteration 94Q: 3 clusters Score -2.182485e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176307 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -21824824.000000 Penalty: 6018.038086
	Iteration 95Q: 3 clusters Score -2.182482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -21824838.000000 Penalty: 6018.038086
	Iteration 96Q: 3 clusters Score -2.182484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -21824826.000000 Penalty: 6018.038086
	Iteration 97Q: 3 clusters Score -2.182483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -21824836.000000 Penalty: 6018.038086
	Iteration 98Q: 3 clusters Score -2.182484e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176536 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -21824834.000000 Penalty: 6018.038086
	Iteration 99Q: 3 clusters Score -2.182483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176606 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -21824882.000000 Penalty: 6018.038086
	Iteration 100F: 3 clusters Score -2.182488e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -21824894.000000 Penalty: 6018.038086
	Iteration 101Q: 3 clusters Score -2.182489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -21824916.000000 Penalty: 6018.038086
	Iteration 102Q: 3 clusters Score -2.182492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176796 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -21824904.000000 Penalty: 6018.038086
	Iteration 103Q: 3 clusters Score -2.18249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -21824910.000000 Penalty: 6018.038086
	Iteration 104Q: 3 clusters Score -2.182491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176929 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -21824906.000000 Penalty: 6018.038086
	Iteration 105Q: 3 clusters Score -2.182491e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176982 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -21824884.000000 Penalty: 6018.038086
	Iteration 106Q: 3 clusters Score -2.182488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177025 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -21824874.000000 Penalty: 6018.038086
	Iteration 107Q: 3 clusters Score -2.182487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177076 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -21824880.000000 Penalty: 6018.038086
	Iteration 108Q: 3 clusters Score -2.182488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177119 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -21824894.000000 Penalty: 6018.038086
	Iteration 109Q: 3 clusters Score -2.182489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 110Q: 3 clusters Score -2.182487e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177211 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -21824878.000000 Penalty: 6018.038086
	Iteration 111Q: 3 clusters Score -2.182488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -21824878.000000 Penalty: 6018.038086
	Iteration 112Q: 3 clusters Score -2.182488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177310 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -21824850.000000 Penalty: 6018.038086
	Iteration 113Q: 3 clusters Score -2.182485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -21824880.000000 Penalty: 6018.038086
	Iteration 114Q: 3 clusters Score -2.182488e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177403 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -21824878.000000 Penalty: 6018.038086
	Iteration 115Q: 3 clusters Score -2.182488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177446 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -21824858.000000 Penalty: 6018.038086
	Iteration 116Q: 3 clusters Score -2.182486e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -21824860.000000 Penalty: 6018.038086
	Iteration 117Q: 3 clusters Score -2.182486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177527 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -21824854.000000 Penalty: 6018.038086
	Iteration 118Q: 3 clusters Score -2.182485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 119Q: 3 clusters Score -2.182484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -21824828.000000 Penalty: 6018.038086
	Iteration 120F: 3 clusters Score -2.182483e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177669 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -21824852.000000 Penalty: 6018.038086
	Iteration 121Q: 3 clusters Score -2.182485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177713 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -21824834.000000 Penalty: 6018.038086
	Iteration 122Q: 3 clusters Score -2.182483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177748 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -21824840.000000 Penalty: 6018.038086
	Iteration 123Q: 3 clusters Score -2.182484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177783 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 124Q: 3 clusters Score -2.182484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -21824854.000000 Penalty: 6018.038086
	Iteration 125Q: 3 clusters Score -2.182485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -21824832.000000 Penalty: 6018.038086
	Iteration 126Q: 3 clusters Score -2.182483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177905 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -21824862.000000 Penalty: 6018.038086
	Iteration 127Q: 3 clusters Score -2.182486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177945 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -21824848.000000 Penalty: 6018.038086
	Iteration 128Q: 3 clusters Score -2.182485e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177988 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -21824808.000000 Penalty: 6018.038086
	Iteration 129Q: 3 clusters Score -2.182481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -21824832.000000 Penalty: 6018.038086
	Iteration 130Q: 3 clusters Score -2.182483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178081 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -21824796.000000 Penalty: 6018.038086
	Iteration 131Q: 3 clusters Score -2.18248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178119 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -21824788.000000 Penalty: 6018.038086
	Iteration 132Q: 3 clusters Score -2.182479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -21824782.000000 Penalty: 6018.038086
	Iteration 133Q: 3 clusters Score -2.182478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178166 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -21824796.000000 Penalty: 6018.038086
	Iteration 134Q: 3 clusters Score -2.18248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178192 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -21824802.000000 Penalty: 6018.038086
	Iteration 135Q: 3 clusters Score -2.18248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -21824804.000000 Penalty: 6018.038086
	Iteration 136Q: 3 clusters Score -2.18248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -21824804.000000 Penalty: 6018.038086
	Iteration 137Q: 3 clusters Score -2.18248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -21824814.000000 Penalty: 6018.038086
	Iteration 138Q: 3 clusters Score -2.182481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -21824806.000000 Penalty: 6018.038086
	Iteration 139Q: 3 clusters Score -2.182481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -21824810.000000 Penalty: 6018.038086
	Iteration 140F: 3 clusters Score -2.182481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178381 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -21824814.000000 Penalty: 6018.038086
	Iteration 141Q: 3 clusters Score -2.182481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178418 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -21824824.000000 Penalty: 6018.038086
	Iteration 142Q: 3 clusters Score -2.182482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -21824826.000000 Penalty: 6018.038086
	Iteration 143Q: 3 clusters Score -2.182483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178469 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -21824844.000000 Penalty: 6018.038086
	Iteration 144Q: 3 clusters Score -2.182484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -21824822.000000 Penalty: 6018.038086
	Iteration 145Q: 3 clusters Score -2.182482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178514 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -21824838.000000 Penalty: 6018.038086
	Iteration 146Q: 3 clusters Score -2.182484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -21824846.000000 Penalty: 6018.038086
	Iteration 147Q: 3 clusters Score -2.182485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178552 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -21824846.000000 Penalty: 6018.038086
	Iteration 148Q: 3 clusters Score -2.182485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -21824850.000000 Penalty: 6018.038086
	Iteration 149Q: 3 clusters Score -2.182485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178579 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -21824858.000000 Penalty: 6018.038086
	Iteration 150Q: 3 clusters Score -2.182486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178593 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -21824844.000000 Penalty: 6018.038086
	Iteration 151Q: 3 clusters Score -2.182484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -21824846.000000 Penalty: 6018.038086
	Iteration 152Q: 3 clusters Score -2.182485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -21824848.000000 Penalty: 6018.038086
	Iteration 153Q: 3 clusters Score -2.182485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178635 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 154Q: 3 clusters Score -2.182484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -21824856.000000 Penalty: 6018.038086
	Iteration 155Q: 3 clusters Score -2.182486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -21824870.000000 Penalty: 6018.038086
	Iteration 156Q: 3 clusters Score -2.182487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 157Q: 3 clusters Score -2.182487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178713 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 158Q: 3 clusters Score -2.182486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178736 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -21824840.000000 Penalty: 6018.038086
	Iteration 159Q: 3 clusters Score -2.182484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178753 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -21824848.000000 Penalty: 6018.038086
	Iteration 160F: 3 clusters Score -2.182485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -21824854.000000 Penalty: 6018.038086
	Iteration 161Q: 3 clusters Score -2.182485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178772 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -21824858.000000 Penalty: 6018.038086
	Iteration 162Q: 3 clusters Score -2.182486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 163Q: 3 clusters Score -2.182487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -21824884.000000 Penalty: 6018.038086
	Iteration 164Q: 3 clusters Score -2.182488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178793 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -21824870.000000 Penalty: 6018.038086
	Iteration 165Q: 3 clusters Score -2.182487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -21824878.000000 Penalty: 6018.038086
	Iteration 166Q: 3 clusters Score -2.182488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178811 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -21824884.000000 Penalty: 6018.038086
	Iteration 167Q: 3 clusters Score -2.182488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 168Q: 3 clusters Score -2.182487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178843 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 169Q: 3 clusters Score -2.182487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 170Q: 3 clusters Score -2.182487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178882 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -21824840.000000 Penalty: 6018.038086
	Iteration 171Q: 3 clusters Score -2.182484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178907 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -21824832.000000 Penalty: 6018.038086
	Iteration 172Q: 3 clusters Score -2.182483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 173Q: 3 clusters Score -2.182484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178968 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -21824852.000000 Penalty: 6018.038086
	Iteration 174Q: 3 clusters Score -2.182485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178989 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -21824858.000000 Penalty: 6018.038086
	Iteration 175Q: 3 clusters Score -2.182486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -21824838.000000 Penalty: 6018.038086
	Iteration 176Q: 3 clusters Score -2.182484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179031 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 177Q: 3 clusters Score -2.182486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -21824860.000000 Penalty: 6018.038086
	Iteration 178Q: 3 clusters Score -2.182486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 179Q: 3 clusters Score -2.182487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179121 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -21824880.000000 Penalty: 6018.038086
	Iteration 180F: 3 clusters Score -2.182488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -21824886.000000 Penalty: 6018.038086
	Iteration 181Q: 3 clusters Score -2.182489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 182Q: 3 clusters Score -2.182487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -21824890.000000 Penalty: 6018.038086
	Iteration 183Q: 3 clusters Score -2.182489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179225 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -21824916.000000 Penalty: 6018.038086
	Iteration 184Q: 3 clusters Score -2.182492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179255 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -21824900.000000 Penalty: 6018.038086
	Iteration 185Q: 3 clusters Score -2.18249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -21824878.000000 Penalty: 6018.038086
	Iteration 186Q: 3 clusters Score -2.182488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179324 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -21824882.000000 Penalty: 6018.038086
	Iteration 187Q: 3 clusters Score -2.182488e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179357 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -21824890.000000 Penalty: 6018.038086
	Iteration 188Q: 3 clusters Score -2.182489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179404 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 189Q: 3 clusters Score -2.182487e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -21824856.000000 Penalty: 6018.038086
	Iteration 190Q: 3 clusters Score -2.182486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -21824886.000000 Penalty: 6018.038086
	Iteration 191Q: 3 clusters Score -2.182489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21824860.000000 Penalty: 6018.038086
	Iteration 192Q: 3 clusters Score -2.182486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179597 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -21824874.000000 Penalty: 6018.038086
	Iteration 193Q: 3 clusters Score -2.182487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 194Q: 3 clusters Score -2.182486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 195Q: 3 clusters Score -2.182486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179697 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 196Q: 3 clusters Score -2.182487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179725 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 197Q: 3 clusters Score -2.182486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179754 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -21824858.000000 Penalty: 6018.038086
	Iteration 198Q: 3 clusters Score -2.182486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -21824860.000000 Penalty: 6018.038086
	Iteration 199Q: 3 clusters Score -2.182486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -21824846.000000 Penalty: 6018.038086
	Iteration 200F: 3 clusters Score -2.182485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179833 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -21824850.000000 Penalty: 6018.038086
	Iteration 201Q: 3 clusters Score -2.182485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179858 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -21824842.000000 Penalty: 6018.038086
	Iteration 202Q: 3 clusters Score -2.182484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179883 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -21824844.000000 Penalty: 6018.038086
	Iteration 203Q: 3 clusters Score -2.182484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -21824866.000000 Penalty: 6018.038086
	Iteration 204Q: 3 clusters Score -2.182487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179942 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -21824850.000000 Penalty: 6018.038086
	Iteration 205Q: 3 clusters Score -2.182485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179975 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -21824856.000000 Penalty: 6018.038086
	Iteration 206Q: 3 clusters Score -2.182486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180004 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21824826.000000 Penalty: 6018.038086
	Iteration 207Q: 3 clusters Score -2.182483e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -21824854.000000 Penalty: 6018.038086
	Iteration 208Q: 3 clusters Score -2.182485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180082 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -21824850.000000 Penalty: 6018.038086
	Iteration 209Q: 3 clusters Score -2.182485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180115 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 210Q: 3 clusters Score -2.182486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180148 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -21824856.000000 Penalty: 6018.038086
	Iteration 211Q: 3 clusters Score -2.182486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180184 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -21824864.000000 Penalty: 6018.038086
	Iteration 212Q: 3 clusters Score -2.182486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180218 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -21824852.000000 Penalty: 6018.038086
	Iteration 213Q: 3 clusters Score -2.182485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180258 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -21824888.000000 Penalty: 6018.038086
	Iteration 214Q: 3 clusters Score -2.182489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180289 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 215Q: 3 clusters Score -2.182487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -21824882.000000 Penalty: 6018.038086
	Iteration 216Q: 3 clusters Score -2.182488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180344 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -21824886.000000 Penalty: 6018.038086
	Iteration 217Q: 3 clusters Score -2.182489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180367 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -21824878.000000 Penalty: 6018.038086
	Iteration 218Q: 3 clusters Score -2.182488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -21824874.000000 Penalty: 6018.038086
	Iteration 219Q: 3 clusters Score -2.182487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 220F: 3 clusters Score -2.182487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -21824896.000000 Penalty: 6018.038086
	Iteration 221Q: 3 clusters Score -2.18249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -21824892.000000 Penalty: 6018.038086
	Iteration 222Q: 3 clusters Score -2.182489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -21824890.000000 Penalty: 6018.038086
	Iteration 223Q: 3 clusters Score -2.182489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -21824882.000000 Penalty: 6018.038086
	Iteration 224Q: 3 clusters Score -2.182488e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180612 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -21824884.000000 Penalty: 6018.038086
	Iteration 225Q: 3 clusters Score -2.182488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21824884.000000 Penalty: 6018.038086
	Iteration 226Q: 3 clusters Score -2.182488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -21824924.000000 Penalty: 6018.038086
	Iteration 227Q: 3 clusters Score -2.182492e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -21824922.000000 Penalty: 6018.038086
	Iteration 228Q: 3 clusters Score -2.182492e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -21824906.000000 Penalty: 6018.038086
	Iteration 229Q: 3 clusters Score -2.182491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180904 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -21824932.000000 Penalty: 6018.038086
	Iteration 230Q: 3 clusters Score -2.182493e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -21824928.000000 Penalty: 6018.038086
	Iteration 231Q: 3 clusters Score -2.182493e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181034 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -21824940.000000 Penalty: 6018.038086
	Iteration 232Q: 3 clusters Score -2.182494e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -21824942.000000 Penalty: 6018.038086
	Iteration 233Q: 3 clusters Score -2.182494e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181190 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -21824964.000000 Penalty: 6018.038086
	Iteration 234Q: 3 clusters Score -2.182496e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181248 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -21824972.000000 Penalty: 6018.038086
	Iteration 235Q: 3 clusters Score -2.182497e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181310 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -21824924.000000 Penalty: 6018.038086
	Iteration 236Q: 3 clusters Score -2.182492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181359 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -21824950.000000 Penalty: 6018.038086
	Iteration 237Q: 3 clusters Score -2.182495e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181415 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -21824916.000000 Penalty: 6018.038086
	Iteration 238Q: 3 clusters Score -2.182492e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -21824908.000000 Penalty: 6018.038086
	Iteration 239Q: 3 clusters Score -2.182491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181521 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21824900.000000 Penalty: 6018.038086
	Iteration 240F: 3 clusters Score -2.18249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -21824882.000000 Penalty: 6018.038086
	Iteration 241Q: 3 clusters Score -2.182488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181621 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -21824872.000000 Penalty: 6018.038086
	Iteration 242Q: 3 clusters Score -2.182487e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181680 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21824908.000000 Penalty: 6018.038086
	Iteration 243Q: 3 clusters Score -2.182491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21824894.000000 Penalty: 6018.038086
	Iteration 244Q: 3 clusters Score -2.182489e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -21824860.000000 Penalty: 6018.038086
	Iteration 245Q: 3 clusters Score -2.182486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -21824902.000000 Penalty: 6018.038086
	Iteration 246Q: 3 clusters Score -2.18249e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -21824904.000000 Penalty: 6018.038086
	Iteration 247Q: 3 clusters Score -2.18249e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181937 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -21824914.000000 Penalty: 6018.038086
	Iteration 248Q: 3 clusters Score -2.182491e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -21824940.000000 Penalty: 6018.038086
	Iteration 249Q: 3 clusters Score -2.182494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182031 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -21824932.000000 Penalty: 6018.038086
	Iteration 250Q: 3 clusters Score -2.182493e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182079 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21824930.000000 Penalty: 6018.038086
	Iteration 251Q: 3 clusters Score -2.182493e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182131 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -21824958.000000 Penalty: 6018.038086
	Iteration 252Q: 3 clusters Score -2.182496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182184 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21824966.000000 Penalty: 6018.038086
	Iteration 253Q: 3 clusters Score -2.182497e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182222 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -21824964.000000 Penalty: 6018.038086
	Iteration 254Q: 3 clusters Score -2.182496e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182260 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -21824958.000000 Penalty: 6018.038086
	Iteration 255Q: 3 clusters Score -2.182496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -21824980.000000 Penalty: 6018.038086
	Iteration 256Q: 3 clusters Score -2.182498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21825000.000000 Penalty: 6018.038086
	Iteration 257Q: 3 clusters Score -2.1825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21824980.000000 Penalty: 6018.038086
	Iteration 258Q: 3 clusters Score -2.182498e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182440 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21824982.000000 Penalty: 6018.038086
	Iteration 259Q: 3 clusters Score -2.182498e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -21824974.000000 Penalty: 6018.038086
	Iteration 260F: 3 clusters Score -2.182497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -21825002.000000 Penalty: 6018.038086
	Iteration 261Q: 3 clusters Score -2.1825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21824990.000000 Penalty: 6018.038086
	Iteration 262Q: 3 clusters Score -2.182499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21825008.000000 Penalty: 6018.038086
	Iteration 263Q: 3 clusters Score -2.182501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182692 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -21824974.000000 Penalty: 6018.038086
	Iteration 264Q: 3 clusters Score -2.182497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -21825022.000000 Penalty: 6018.038086
	Iteration 265Q: 3 clusters Score -2.182502e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182771 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -21825034.000000 Penalty: 6018.038086
	Iteration 266Q: 3 clusters Score -2.182503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182805 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -21825032.000000 Penalty: 6018.038086
	Iteration 267Q: 3 clusters Score -2.182503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182843 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21825040.000000 Penalty: 6018.038086
	Iteration 268Q: 3 clusters Score -2.182504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21825030.000000 Penalty: 6018.038086
	Iteration 269Q: 3 clusters Score -2.182503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -21825006.000000 Penalty: 6018.038086
	Iteration 270Q: 3 clusters Score -2.182501e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182969 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21824996.000000 Penalty: 6018.038086
	Iteration 271Q: 3 clusters Score -2.1825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183022 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21824996.000000 Penalty: 6018.038086
	Iteration 272Q: 3 clusters Score -2.1825e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183062 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21825026.000000 Penalty: 6018.038086
	Iteration 273Q: 3 clusters Score -2.182503e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183108 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -21825038.000000 Penalty: 6018.038086
	Iteration 274Q: 3 clusters Score -2.182504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21825062.000000 Penalty: 6018.038086
	Iteration 275Q: 3 clusters Score -2.182506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21825080.000000 Penalty: 6018.038086
	Iteration 276Q: 3 clusters Score -2.182508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183256 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21825062.000000 Penalty: 6018.038086
	Iteration 277Q: 3 clusters Score -2.182506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183310 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21825080.000000 Penalty: 6018.038086
	Iteration 278Q: 3 clusters Score -2.182508e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183356 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21825072.000000 Penalty: 6018.038086
	Iteration 279Q: 3 clusters Score -2.182507e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -21825068.000000 Penalty: 6018.038086
	Iteration 280F: 3 clusters Score -2.182507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183469 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -21825080.000000 Penalty: 6018.038086
	Iteration 281Q: 3 clusters Score -2.182508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183542 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21825088.000000 Penalty: 6018.038086
	Iteration 282Q: 3 clusters Score -2.182509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183609 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -21825096.000000 Penalty: 6018.038086
	Iteration 283Q: 3 clusters Score -2.18251e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183663 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21825110.000000 Penalty: 6018.038086
	Iteration 284Q: 3 clusters Score -2.182511e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21825098.000000 Penalty: 6018.038086
	Iteration 285Q: 3 clusters Score -2.18251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183767 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21825098.000000 Penalty: 6018.038086
	Iteration 286Q: 3 clusters Score -2.18251e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183815 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -21825096.000000 Penalty: 6018.038086
	Iteration 287Q: 3 clusters Score -2.18251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183866 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21825092.000000 Penalty: 6018.038086
	Iteration 288Q: 3 clusters Score -2.182509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -21825112.000000 Penalty: 6018.038086
	Iteration 289Q: 3 clusters Score -2.182511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183934 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21825092.000000 Penalty: 6018.038086
	Iteration 290Q: 3 clusters Score -2.182509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183970 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21825086.000000 Penalty: 6018.038086
	Iteration 291Q: 3 clusters Score -2.182509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184004 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21825098.000000 Penalty: 6018.038086
	Iteration 292Q: 3 clusters Score -2.18251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21825088.000000 Penalty: 6018.038086
	Iteration 293Q: 3 clusters Score -2.182509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184071 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21825102.000000 Penalty: 6018.038086
	Iteration 294Q: 3 clusters Score -2.18251e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -21825102.000000 Penalty: 6018.038086
	Iteration 295Q: 3 clusters Score -2.18251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -21825124.000000 Penalty: 6018.038086
	Iteration 296Q: 3 clusters Score -2.182512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21825140.000000 Penalty: 6018.038086
	Iteration 297Q: 3 clusters Score -2.182514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184214 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -21825120.000000 Penalty: 6018.038086
	Iteration 298Q: 3 clusters Score -2.182512e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184248 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -21825134.000000 Penalty: 6018.038086
	Iteration 299Q: 3 clusters Score -2.182513e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184293 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21825154.000000 Penalty: 6018.038086
	Iteration 300F: 3 clusters Score -2.182515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184334 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21825184.000000 Penalty: 6018.038086
	Iteration 301Q: 3 clusters Score -2.182518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184367 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -21825174.000000 Penalty: 6018.038086
	Iteration 302Q: 3 clusters Score -2.182517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184400 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -21825178.000000 Penalty: 6018.038086
	Iteration 303Q: 3 clusters Score -2.182518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21825196.000000 Penalty: 6018.038086
	Iteration 304Q: 3 clusters Score -2.18252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21825204.000000 Penalty: 6018.038086
	Iteration 305Q: 3 clusters Score -2.18252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184472 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21825222.000000 Penalty: 6018.038086
	Iteration 306Q: 3 clusters Score -2.182522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184485 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21825220.000000 Penalty: 6018.038086
	Iteration 307Q: 3 clusters Score -2.182522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184505 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -21825202.000000 Penalty: 6018.038086
	Iteration 308Q: 3 clusters Score -2.18252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -21825220.000000 Penalty: 6018.038086
	Iteration 309Q: 3 clusters Score -2.182522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184524 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -21825202.000000 Penalty: 6018.038086
	Iteration 310Q: 3 clusters Score -2.18252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21825218.000000 Penalty: 6018.038086
	Iteration 311Q: 3 clusters Score -2.182522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21825226.000000 Penalty: 6018.038086
	Iteration 312Q: 3 clusters Score -2.182523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184551 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -21825220.000000 Penalty: 6018.038086
	Iteration 313Q: 3 clusters Score -2.182522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -21825216.000000 Penalty: 6018.038086
	Iteration 314Q: 3 clusters Score -2.182522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184567 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21825214.000000 Penalty: 6018.038086
	Iteration 315Q: 3 clusters Score -2.182521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184575 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21825226.000000 Penalty: 6018.038086
	Iteration 316Q: 3 clusters Score -2.182523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184579 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21825224.000000 Penalty: 6018.038086
	Iteration 317Q: 3 clusters Score -2.182522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184584 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21825234.000000 Penalty: 6018.038086
	Iteration 318Q: 3 clusters Score -2.182523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184586 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21825250.000000 Penalty: 6018.038086
	Iteration 319Q: 3 clusters Score -2.182525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184589 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21825238.000000 Penalty: 6018.038086
	Iteration 320F: 3 clusters Score -2.182524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21825236.000000 Penalty: 6018.038086
	Iteration 321Q: 3 clusters Score -2.182524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184601 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21825242.000000 Penalty: 6018.038086
	Iteration 322Q: 3 clusters Score -2.182524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184606 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21825252.000000 Penalty: 6018.038086
	Iteration 323Q: 3 clusters Score -2.182525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21825248.000000 Penalty: 6018.038086
	Iteration 324Q: 3 clusters Score -2.182525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21825238.000000 Penalty: 6018.038086
	Iteration 325Q: 3 clusters Score -2.182524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21825248.000000 Penalty: 6018.038086
	Iteration 326Q: 3 clusters Score -2.182525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21825248.000000 Penalty: 6018.038086
	Iteration 327F: 3 clusters Score -2.182525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323481 members 
Mstep: Class 13 contains 13768 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 320511 members 
Mstep: Class 18 contains 80149 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 97491 members 
Mstep: Class 21 contains 92643 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8011 members 
Mstep: Class 24 contains 62158 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6111 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183985712.000000 Penalty: 102790.210938
Iteration 159Q: 30 clusters Score -1.839857e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 182890 members 
Mstep: Class 5 contains 36049 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 83754 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323301 members 
Mstep: Class 13 contains 14262 members 
Mstep: Class 14 contains 19437 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 17 contains 320521 members 
Mstep: Class 18 contains 80132 members 
Mstep: Class 19 contains 52245 members 
Mstep: Class 20 contains 97478 members 
Mstep: Class 21 contains 92632 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8044 members 
Mstep: Class 24 contains 62102 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6113 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185816 members 
Mstep: Class 29 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183986560.000000 Penalty: 102790.210938
Iteration 160F: 30 clusters Score -1.839866e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 182762 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83757 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323186 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 320463 members 
Mstep: Class 18 contains 80108 members 
Mstep: Class 19 contains 52222 members 
Mstep: Class 20 contains 97445 members 
Mstep: Class 21 contains 92600 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 62043 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6115 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185773 members 
Mstep: Class 29 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183987616.000000 Penalty: 102790.210938
Iteration 161Q: 30 clusters Score -1.839876e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 182650 members 
Mstep: Class 5 contains 36026 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12525 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83758 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323157 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 19449 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 320381 members 
Mstep: Class 18 contains 80086 members 
Mstep: Class 19 contains 52197 members 
Mstep: Class 20 contains 97397 members 
Mstep: Class 21 contains 92577 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8105 members 
Mstep: Class 24 contains 61961 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6116 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185757 members 
Mstep: Class 29 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988160.000000 Penalty: 102790.210938
Iteration 162Q: 30 clusters Score -1.839882e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8447 members 
Mstep: Class 4 contains 182540 members 
Mstep: Class 5 contains 36006 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12523 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83758 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323168 members 
Mstep: Class 13 contains 15297 members 
Mstep: Class 14 contains 19449 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 17 contains 320315 members 
Mstep: Class 18 contains 80056 members 
Mstep: Class 19 contains 52167 members 
Mstep: Class 20 contains 97371 members 
Mstep: Class 21 contains 92539 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 61884 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185802 members 
Mstep: Class 29 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988320.000000 Penalty: 102790.210938
Iteration 163Q: 30 clusters Score -1.839883e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 182429 members 
Mstep: Class 5 contains 36012 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83756 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323152 members 
Mstep: Class 13 contains 15573 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7183 members 
Mstep: Class 17 contains 320250 members 
Mstep: Class 18 contains 80036 members 
Mstep: Class 19 contains 52135 members 
Mstep: Class 20 contains 97362 members 
Mstep: Class 21 contains 92496 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8136 members 
Mstep: Class 24 contains 61801 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185866 members 
Mstep: Class 29 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988400.000000 Penalty: 102790.210938
Iteration 164Q: 30 clusters Score -1.839884e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 182330 members 
Mstep: Class 5 contains 36007 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83756 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323128 members 
Mstep: Class 13 contains 15811 members 
Mstep: Class 14 contains 19462 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7187 members 
Mstep: Class 17 contains 320198 members 
Mstep: Class 18 contains 80021 members 
Mstep: Class 19 contains 52115 members 
Mstep: Class 20 contains 97342 members 
Mstep: Class 21 contains 92457 members 
Mstep: Class 22 contains 4731 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 61732 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 185934 members 
Mstep: Class 29 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988672.000000 Penalty: 102790.210938
Iteration 165Q: 30 clusters Score -1.839887e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 182198 members 
Mstep: Class 5 contains 35990 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83758 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323124 members 
Mstep: Class 13 contains 16034 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7192 members 
Mstep: Class 17 contains 320164 members 
Mstep: Class 18 contains 80011 members 
Mstep: Class 19 contains 52092 members 
Mstep: Class 20 contains 97317 members 
Mstep: Class 21 contains 92440 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8159 members 
Mstep: Class 24 contains 61665 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186011 members 
Mstep: Class 29 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183988720.000000 Penalty: 102790.210938
Iteration 166Q: 30 clusters Score -1.839887e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 182066 members 
Mstep: Class 5 contains 35986 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12517 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83759 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323095 members 
Mstep: Class 13 contains 16257 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 320148 members 
Mstep: Class 18 contains 80007 members 
Mstep: Class 19 contains 52076 members 
Mstep: Class 20 contains 97273 members 
Mstep: Class 21 contains 92412 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8164 members 
Mstep: Class 24 contains 61590 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186120 members 
Mstep: Class 29 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989392.000000 Penalty: 102790.210938
Iteration 167Q: 30 clusters Score -1.839894e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 181933 members 
Mstep: Class 5 contains 35987 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12509 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83758 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323070 members 
Mstep: Class 13 contains 16466 members 
Mstep: Class 14 contains 19471 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 320085 members 
Mstep: Class 18 contains 80009 members 
Mstep: Class 19 contains 52056 members 
Mstep: Class 20 contains 97248 members 
Mstep: Class 21 contains 92382 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8165 members 
Mstep: Class 24 contains 61539 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186255 members 
Mstep: Class 29 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183989584.000000 Penalty: 102790.210938
Iteration 168Q: 30 clusters Score -1.839896e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 181801 members 
Mstep: Class 5 contains 35991 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12510 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83756 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323074 members 
Mstep: Class 13 contains 16675 members 
Mstep: Class 14 contains 19466 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7205 members 
Mstep: Class 17 contains 320031 members 
Mstep: Class 18 contains 79998 members 
Mstep: Class 19 contains 52031 members 
Mstep: Class 20 contains 97222 members 
Mstep: Class 21 contains 92346 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8188 members 
Mstep: Class 24 contains 61484 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6119 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186358 members 
Mstep: Class 29 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990064.000000 Penalty: 102790.210938
Iteration 169Q: 30 clusters Score -1.839901e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8448 members 
Mstep: Class 4 contains 181665 members 
Mstep: Class 5 contains 35985 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83756 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323043 members 
Mstep: Class 13 contains 16898 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7209 members 
Mstep: Class 17 contains 319989 members 
Mstep: Class 18 contains 79989 members 
Mstep: Class 19 contains 51996 members 
Mstep: Class 20 contains 97203 members 
Mstep: Class 21 contains 92325 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 61426 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6123 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186469 members 
Mstep: Class 29 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990336.000000 Penalty: 102790.210938
Iteration 170Q: 30 clusters Score -1.839903e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 181529 members 
Mstep: Class 5 contains 35985 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83748 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322968 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 19459 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7205 members 
Mstep: Class 17 contains 320004 members 
Mstep: Class 18 contains 79956 members 
Mstep: Class 19 contains 51960 members 
Mstep: Class 20 contains 97187 members 
Mstep: Class 21 contains 92316 members 
Mstep: Class 22 contains 4738 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 61370 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6131 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186575 members 
Mstep: Class 29 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990384.000000 Penalty: 102790.210938
Iteration 171Q: 30 clusters Score -1.839904e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 181392 members 
Mstep: Class 5 contains 35980 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12526 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83747 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322962 members 
Mstep: Class 13 contains 17324 members 
Mstep: Class 14 contains 19457 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7202 members 
Mstep: Class 17 contains 320001 members 
Mstep: Class 18 contains 79932 members 
Mstep: Class 19 contains 51931 members 
Mstep: Class 20 contains 97170 members 
Mstep: Class 21 contains 92300 members 
Mstep: Class 22 contains 4738 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 61319 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6137 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186632 members 
Mstep: Class 29 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990496.000000 Penalty: 102790.210938
Iteration 172Q: 30 clusters Score -1.839905e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 181242 members 
Mstep: Class 5 contains 35977 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322908 members 
Mstep: Class 13 contains 17514 members 
Mstep: Class 14 contains 19456 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 320033 members 
Mstep: Class 18 contains 79912 members 
Mstep: Class 19 contains 51915 members 
Mstep: Class 20 contains 97148 members 
Mstep: Class 21 contains 92271 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 8265 members 
Mstep: Class 24 contains 61268 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6143 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186727 members 
Mstep: Class 29 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990784.000000 Penalty: 102790.210938
Iteration 173Q: 30 clusters Score -1.839908e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 181076 members 
Mstep: Class 5 contains 35976 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12525 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83749 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322926 members 
Mstep: Class 13 contains 17680 members 
Mstep: Class 14 contains 19462 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7204 members 
Mstep: Class 17 contains 320042 members 
Mstep: Class 18 contains 79893 members 
Mstep: Class 19 contains 51902 members 
Mstep: Class 20 contains 97135 members 
Mstep: Class 21 contains 92260 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 8286 members 
Mstep: Class 24 contains 61196 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186803 members 
Mstep: Class 29 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183990848.000000 Penalty: 102790.210938
Iteration 174Q: 30 clusters Score -1.839908e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 180935 members 
Mstep: Class 5 contains 35969 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83748 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322902 members 
Mstep: Class 13 contains 17836 members 
Mstep: Class 14 contains 19467 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 17 contains 320050 members 
Mstep: Class 18 contains 79880 members 
Mstep: Class 19 contains 51886 members 
Mstep: Class 20 contains 97123 members 
Mstep: Class 21 contains 92265 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 61150 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186873 members 
Mstep: Class 29 contains 848 members 
Entering Unmasked Estep 
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Score: -183990976.000000 Penalty: 102790.210938
Iteration 175Q: 30 clusters Score -1.83991e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 180789 members 
Mstep: Class 5 contains 35951 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83747 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322879 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 19469 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7211 members 
Mstep: Class 17 contains 320069 members 
Mstep: Class 18 contains 79877 members 
Mstep: Class 19 contains 51866 members 
Mstep: Class 20 contains 97124 members 
Mstep: Class 21 contains 92273 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 61081 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6155 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 186948 members 
Mstep: Class 29 contains 848 members 
Entering Unmasked Estep 
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Score: -183991408.000000 Penalty: 102790.210938
Iteration 176Q: 30 clusters Score -1.839914e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 180655 members 
Mstep: Class 5 contains 35939 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83745 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322848 members 
Mstep: Class 13 contains 18119 members 
Mstep: Class 14 contains 19471 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 320110 members 
Mstep: Class 18 contains 79868 members 
Mstep: Class 19 contains 51847 members 
Mstep: Class 20 contains 97114 members 
Mstep: Class 21 contains 92281 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 8343 members 
Mstep: Class 24 contains 61005 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6158 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187010 members 
Mstep: Class 29 contains 847 members 
Entering Unmasked Estep 
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Score: -183991712.000000 Penalty: 102790.210938
Iteration 177Q: 30 clusters Score -1.839917e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 180498 members 
Mstep: Class 5 contains 35935 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83751 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322808 members 
Mstep: Class 13 contains 18257 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7224 members 
Mstep: Class 17 contains 320130 members 
Mstep: Class 18 contains 79866 members 
Mstep: Class 19 contains 51832 members 
Mstep: Class 20 contains 97130 members 
Mstep: Class 21 contains 92298 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 8357 members 
Mstep: Class 24 contains 60943 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6161 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187043 members 
Mstep: Class 29 contains 849 members 
Entering Unmasked Estep 
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Score: -183991952.000000 Penalty: 102790.210938
Iteration 178Q: 30 clusters Score -1.83992e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 180336 members 
Mstep: Class 5 contains 35919 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83754 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322802 members 
Mstep: Class 13 contains 18379 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7223 members 
Mstep: Class 17 contains 320174 members 
Mstep: Class 18 contains 79872 members 
Mstep: Class 19 contains 51800 members 
Mstep: Class 20 contains 97149 members 
Mstep: Class 21 contains 92312 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 8376 members 
Mstep: Class 24 contains 60877 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6162 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187082 members 
Mstep: Class 29 contains 851 members 
Entering Unmasked Estep 
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Score: -183992032.000000 Penalty: 102790.210938
Iteration 179Q: 30 clusters Score -1.83992e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 180185 members 
Mstep: Class 5 contains 35907 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83758 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322782 members 
Mstep: Class 13 contains 18499 members 
Mstep: Class 14 contains 19484 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 17 contains 320229 members 
Mstep: Class 18 contains 79865 members 
Mstep: Class 19 contains 51781 members 
Mstep: Class 20 contains 97167 members 
Mstep: Class 21 contains 92315 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 60819 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6163 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187136 members 
Mstep: Class 29 contains 852 members 
Entering Unmasked Estep 
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Score: -183992480.000000 Penalty: 102790.210938
Iteration 180F: 30 clusters Score -1.839925e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 180056 members 
Mstep: Class 5 contains 35890 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322737 members 
Mstep: Class 13 contains 18612 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7227 members 
Mstep: Class 17 contains 320309 members 
Mstep: Class 18 contains 79857 members 
Mstep: Class 19 contains 51762 members 
Mstep: Class 20 contains 97157 members 
Mstep: Class 21 contains 92316 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8406 members 
Mstep: Class 24 contains 60747 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6163 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187213 members 
Mstep: Class 29 contains 857 members 
Entering Unmasked Estep 
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Score: -183992560.000000 Penalty: 102790.210938
Iteration 181Q: 30 clusters Score -1.839926e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 179936 members 
Mstep: Class 5 contains 35873 members 
Mstep: Class 6 contains 1355 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322691 members 
Mstep: Class 13 contains 18714 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7231 members 
Mstep: Class 17 contains 320402 members 
Mstep: Class 18 contains 79855 members 
Mstep: Class 19 contains 51744 members 
Mstep: Class 20 contains 97146 members 
Mstep: Class 21 contains 92304 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8441 members 
Mstep: Class 24 contains 60664 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187280 members 
Mstep: Class 29 contains 859 members 
Entering Unmasked Estep 
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Score: -183992592.000000 Penalty: 102790.210938
Iteration 182Q: 30 clusters Score -1.839926e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 179822 members 
Mstep: Class 5 contains 35853 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322691 members 
Mstep: Class 13 contains 18813 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 320463 members 
Mstep: Class 18 contains 79863 members 
Mstep: Class 19 contains 51722 members 
Mstep: Class 20 contains 97126 members 
Mstep: Class 21 contains 92297 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 8461 members 
Mstep: Class 24 contains 60563 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187380 members 
Mstep: Class 29 contains 859 members 
Entering Unmasked Estep 
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Iteration 183Q: 30 clusters Score -1.839931e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 179722 members 
Mstep: Class 5 contains 35836 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83761 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322695 members 
Mstep: Class 13 contains 18905 members 
Mstep: Class 14 contains 19483 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 320494 members 
Mstep: Class 18 contains 79877 members 
Mstep: Class 19 contains 51696 members 
Mstep: Class 20 contains 97123 members 
Mstep: Class 21 contains 92300 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 8488 members 
Mstep: Class 24 contains 60472 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187460 members 
Mstep: Class 29 contains 857 members 
Entering Unmasked Estep 
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Score: -183993168.000000 Penalty: 102790.210938
Iteration 184Q: 30 clusters Score -1.839932e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 179623 members 
Mstep: Class 5 contains 35818 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83759 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322728 members 
Mstep: Class 13 contains 18996 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7235 members 
Mstep: Class 17 contains 320534 members 
Mstep: Class 18 contains 79888 members 
Mstep: Class 19 contains 51665 members 
Mstep: Class 20 contains 97101 members 
Mstep: Class 21 contains 92316 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 60383 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6164 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187512 members 
Mstep: Class 29 contains 857 members 
Entering Unmasked Estep 
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Score: -183993072.000000 Penalty: 102790.210938
Iteration 185Q: 30 clusters Score -1.839931e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 179520 members 
Mstep: Class 5 contains 35805 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83760 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322744 members 
Mstep: Class 13 contains 19073 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 320598 members 
Mstep: Class 18 contains 79889 members 
Mstep: Class 19 contains 51639 members 
Mstep: Class 20 contains 97091 members 
Mstep: Class 21 contains 92321 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8538 members 
Mstep: Class 24 contains 60283 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6166 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187572 members 
Mstep: Class 29 contains 860 members 
Entering Unmasked Estep 
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Score: -183993264.000000 Penalty: 102790.210938
Iteration 186Q: 30 clusters Score -1.839933e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 179435 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12546 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83761 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322737 members 
Mstep: Class 13 contains 19157 members 
Mstep: Class 14 contains 19483 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7237 members 
Mstep: Class 17 contains 320640 members 
Mstep: Class 18 contains 79891 members 
Mstep: Class 19 contains 51617 members 
Mstep: Class 20 contains 97087 members 
Mstep: Class 21 contains 92323 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8557 members 
Mstep: Class 24 contains 60194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187630 members 
Mstep: Class 29 contains 862 members 
Entering Unmasked Estep 
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Score: -183993168.000000 Penalty: 102790.210938
Iteration 187Q: 30 clusters Score -1.839932e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 179367 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12548 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322683 members 
Mstep: Class 13 contains 19238 members 
Mstep: Class 14 contains 19480 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 320690 members 
Mstep: Class 18 contains 79890 members 
Mstep: Class 19 contains 51591 members 
Mstep: Class 20 contains 97086 members 
Mstep: Class 21 contains 92333 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8578 members 
Mstep: Class 24 contains 60103 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187706 members 
Mstep: Class 29 contains 863 members 
Entering Unmasked Estep 
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Score: -183993232.000000 Penalty: 102790.210938
Iteration 188Q: 30 clusters Score -1.839932e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 179273 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322637 members 
Mstep: Class 13 contains 19299 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 320726 members 
Mstep: Class 18 contains 79885 members 
Mstep: Class 19 contains 51581 members 
Mstep: Class 20 contains 97100 members 
Mstep: Class 21 contains 92347 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 60043 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6170 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187795 members 
Mstep: Class 29 contains 863 members 
Entering Unmasked Estep 
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Score: -183992992.000000 Penalty: 102790.210938
Iteration 189Q: 30 clusters Score -1.83993e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 179192 members 
Mstep: Class 5 contains 35778 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322612 members 
Mstep: Class 13 contains 19369 members 
Mstep: Class 14 contains 19477 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7239 members 
Mstep: Class 17 contains 320759 members 
Mstep: Class 18 contains 79883 members 
Mstep: Class 19 contains 51565 members 
Mstep: Class 20 contains 97109 members 
Mstep: Class 21 contains 92343 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8602 members 
Mstep: Class 24 contains 59989 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6171 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187860 members 
Mstep: Class 29 contains 864 members 
Entering Unmasked Estep 
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Score: -183993312.000000 Penalty: 102790.210938
Iteration 190Q: 30 clusters Score -1.839933e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 179116 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12542 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322647 members 
Mstep: Class 13 contains 19442 members 
Mstep: Class 14 contains 19480 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 320771 members 
Mstep: Class 18 contains 79878 members 
Mstep: Class 19 contains 51539 members 
Mstep: Class 20 contains 97112 members 
Mstep: Class 21 contains 92334 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8612 members 
Mstep: Class 24 contains 59929 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187906 members 
Mstep: Class 29 contains 866 members 
Entering Unmasked Estep 
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Iteration 191Q: 30 clusters Score -1.839933e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 179030 members 
Mstep: Class 5 contains 35764 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322693 members 
Mstep: Class 13 contains 19517 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 320778 members 
Mstep: Class 18 contains 79877 members 
Mstep: Class 19 contains 51524 members 
Mstep: Class 20 contains 97110 members 
Mstep: Class 21 contains 92322 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 59861 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187981 members 
Mstep: Class 29 contains 866 members 
Entering Unmasked Estep 
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Iteration 192Q: 30 clusters Score -1.839936e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178965 members 
Mstep: Class 5 contains 35755 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322709 members 
Mstep: Class 13 contains 19585 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 320839 members 
Mstep: Class 18 contains 79882 members 
Mstep: Class 19 contains 51511 members 
Mstep: Class 20 contains 97107 members 
Mstep: Class 21 contains 92313 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8612 members 
Mstep: Class 24 contains 59790 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187992 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
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Iteration 193Q: 30 clusters Score -1.839936e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 178909 members 
Mstep: Class 5 contains 35747 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322739 members 
Mstep: Class 13 contains 19657 members 
Mstep: Class 14 contains 19480 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 320888 members 
Mstep: Class 18 contains 79887 members 
Mstep: Class 19 contains 51495 members 
Mstep: Class 20 contains 97094 members 
Mstep: Class 21 contains 92304 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8624 members 
Mstep: Class 24 contains 59717 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 187994 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
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Iteration 194Q: 30 clusters Score -1.839934e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 178842 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12546 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322726 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 320960 members 
Mstep: Class 18 contains 79896 members 
Mstep: Class 19 contains 51484 members 
Mstep: Class 20 contains 97087 members 
Mstep: Class 21 contains 92299 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8630 members 
Mstep: Class 24 contains 59648 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188014 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993264.000000 Penalty: 102790.210938
Iteration 195Q: 30 clusters Score -1.839933e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 178757 members 
Mstep: Class 5 contains 35707 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12548 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322721 members 
Mstep: Class 13 contains 19812 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 321032 members 
Mstep: Class 18 contains 79902 members 
Mstep: Class 19 contains 51476 members 
Mstep: Class 20 contains 97073 members 
Mstep: Class 21 contains 92283 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8644 members 
Mstep: Class 24 contains 59577 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188057 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993184.000000 Penalty: 102790.210938
Iteration 196Q: 30 clusters Score -1.839932e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178680 members 
Mstep: Class 5 contains 35701 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322681 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321077 members 
Mstep: Class 18 contains 79913 members 
Mstep: Class 19 contains 51463 members 
Mstep: Class 20 contains 97075 members 
Mstep: Class 21 contains 92272 members 
Mstep: Class 22 contains 4738 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 59530 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6173 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188112 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993200.000000 Penalty: 102790.210938
Iteration 197Q: 30 clusters Score -1.839932e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 178584 members 
Mstep: Class 5 contains 35693 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322715 members 
Mstep: Class 13 contains 19937 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 321113 members 
Mstep: Class 18 contains 79919 members 
Mstep: Class 19 contains 51460 members 
Mstep: Class 20 contains 97075 members 
Mstep: Class 21 contains 92259 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59489 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6174 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188138 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993136.000000 Penalty: 102790.210938
Iteration 198Q: 30 clusters Score -1.839931e+08 nChanged 963
Entering ConstructFrom: 
Score: -183993136.000000 Penalty: 102790.210938
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84356.750000 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84356.75 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84792.023438 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84792.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84998.992188 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -84998.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85162.859375 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85162.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85293.179688 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -85293.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85391.015625 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85391.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85477.851562 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85477.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85547.140625 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85547.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85599.664062 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85599.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85646.750000 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85646.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85684.968750 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85684.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85732.609375 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85732.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85777.414062 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -85777.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85810.507812 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -85810.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85837.757812 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -85837.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85846.398438 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -85846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85881.953125 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -85881.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85939.984375 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -85939.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85978.523438 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -85978.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85989.078125 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -85989.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85993.132812 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -85993.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86000.515625 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -86000.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86000.515625 Penalty: 3360.014893
	Iteration 22F: 3 clusters Score -86000.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176702.546875 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176702.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177399.281250 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177399.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -177767.156250 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -177767.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -178145.484375 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -178145.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -178731.156250 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -178731.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179512.796875 Penalty: 3671.010742
	Iteration 5F: 3 clusters Score -179512.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -180993.765625 Penalty: 3671.010742
	Iteration 6F: 3 clusters Score -180993.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -182095.984375 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -182096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -182156.125000 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -182156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -182234.453125 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -182234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -182291.343750 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -182291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -182300.562500 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -182300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -182300.562500 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -182300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178502 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322706 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321152 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59458 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188162 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 1216 members 
Entering Unmasked Estep 
Score: -183993056.000000 Penalty: 106334.703125
Splitting cluster 2 changes total score from -183993136.000000 to -183993056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -955400.687500 Penalty: 2241.867676
	Iteration 0F: 2 clusters Score -955400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -948744.062500 Penalty: 4483.735352
	Iteration 0F: 3 clusters Score -948744.1 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -950601.875000 Penalty: 4483.735352
	Iteration 1F: 3 clusters Score -950601.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -951066.000000 Penalty: 4483.735352
	Iteration 2F: 3 clusters Score -951066 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -951541.812500 Penalty: 4483.735352
	Iteration 3F: 3 clusters Score -951541.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -952108.062500 Penalty: 4483.735352
	Iteration 4F: 3 clusters Score -952108.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -952737.125000 Penalty: 4483.735352
	Iteration 5F: 3 clusters Score -952737.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -953273.312500 Penalty: 4483.735352
	Iteration 6F: 3 clusters Score -953273.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -953593.875000 Penalty: 4483.735352
	Iteration 7Q: 3 clusters Score -953593.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -953776.187500 Penalty: 4483.735352
	Iteration 8Q: 3 clusters Score -953776.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -953888.687500 Penalty: 4483.735352
	Iteration 9Q: 3 clusters Score -953888.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -953953.562500 Penalty: 4483.735352
	Iteration 10Q: 3 clusters Score -953953.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -953990.250000 Penalty: 4483.735352
	Iteration 11Q: 3 clusters Score -953990.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -954010.625000 Penalty: 4483.735352
	Iteration 12Q: 3 clusters Score -954010.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -954031.125000 Penalty: 4483.735352
	Iteration 13Q: 3 clusters Score -954031.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -954042.250000 Penalty: 4483.735352
	Iteration 14Q: 3 clusters Score -954042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -954050.937500 Penalty: 4483.735352
	Iteration 15Q: 3 clusters Score -954050.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -954062.062500 Penalty: 4483.735352
	Iteration 16Q: 3 clusters Score -954062.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -954069.312500 Penalty: 4483.735352
	Iteration 17Q: 3 clusters Score -954069.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -954077.250000 Penalty: 4483.735352
	Iteration 18Q: 3 clusters Score -954077.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -954083.750000 Penalty: 4483.735352
	Iteration 19Q: 3 clusters Score -954083.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -954089.687500 Penalty: 4483.735352
	Iteration 20F: 3 clusters Score -954089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -954094.812500 Penalty: 4483.735352
	Iteration 21Q: 3 clusters Score -954094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -954099.062500 Penalty: 4483.735352
	Iteration 22Q: 3 clusters Score -954099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -954102.687500 Penalty: 4483.735352
	Iteration 23Q: 3 clusters Score -954102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -954107.875000 Penalty: 4483.735352
	Iteration 24Q: 3 clusters Score -954107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -954111.000000 Penalty: 4483.735352
	Iteration 25Q: 3 clusters Score -954111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -954114.625000 Penalty: 4483.735352
	Iteration 26Q: 3 clusters Score -954114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -954116.312500 Penalty: 4483.735352
	Iteration 27Q: 3 clusters Score -954116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -954115.937500 Penalty: 4483.735352
	Iteration 28Q: 3 clusters Score -954115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -954117.500000 Penalty: 4483.735352
	Iteration 29Q: 3 clusters Score -954117.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -954120.125000 Penalty: 4483.735352
	Iteration 30Q: 3 clusters Score -954120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -954121.562500 Penalty: 4483.735352
	Iteration 31Q: 3 clusters Score -954121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -954122.937500 Penalty: 4483.735352
	Iteration 32Q: 3 clusters Score -954122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -954123.500000 Penalty: 4483.735352
	Iteration 33Q: 3 clusters Score -954123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -954123.500000 Penalty: 4483.735352
	Iteration 34F: 3 clusters Score -954123.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Entering Unmasked Estep 
Score: -21012634.000000 Penalty: 2998.904053
	Iteration 0F: 2 clusters Score -2.101263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -20893896.000000 Penalty: 5997.808105
	Iteration 0F: 3 clusters Score -2.08939e+07 nChanged 85696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -20943964.000000 Penalty: 5997.808105
	Iteration 1F: 3 clusters Score -2.094396e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -20944894.000000 Penalty: 5997.808105
	Iteration 2Q: 3 clusters Score -2.094489e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 100374 members 
Entering Unmasked Estep 
Score: -20946458.000000 Penalty: 5997.808105
	Iteration 3Q: 3 clusters Score -2.094646e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -20949376.000000 Penalty: 5997.808105
	Iteration 4Q: 3 clusters Score -2.094938e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -20954224.000000 Penalty: 5997.808105
	Iteration 5F: 3 clusters Score -2.095422e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -20963328.000000 Penalty: 5997.808105
	Iteration 6F: 3 clusters Score -2.096333e+07 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -20977162.000000 Penalty: 5997.808105
	Iteration 7F: 3 clusters Score -2.097716e+07 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -20992988.000000 Penalty: 5997.808105
	Iteration 8F: 3 clusters Score -2.099299e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -21003824.000000 Penalty: 5997.808105
	Iteration 9F: 3 clusters Score -2.100382e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -21008208.000000 Penalty: 5997.808105
	Iteration 10Q: 3 clusters Score -2.100821e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -21009328.000000 Penalty: 5997.808105
	Iteration 11Q: 3 clusters Score -2.100933e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -21009694.000000 Penalty: 5997.808105
	Iteration 12Q: 3 clusters Score -2.100969e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 178265 members 
Entering Unmasked Estep 
Score: -21009788.000000 Penalty: 5997.808105
	Iteration 13Q: 3 clusters Score -2.100979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 178291 members 
Entering Unmasked Estep 
Score: -21009868.000000 Penalty: 5997.808105
	Iteration 14Q: 3 clusters Score -2.100987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178306 members 
Entering Unmasked Estep 
Score: -21009890.000000 Penalty: 5997.808105
	Iteration 15Q: 3 clusters Score -2.100989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178311 members 
Entering Unmasked Estep 
Score: -21009912.000000 Penalty: 5997.808105
	Iteration 16Q: 3 clusters Score -2.100991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 178312 members 
Entering Unmasked Estep 
Score: -21009924.000000 Penalty: 5997.808105
	Iteration 17Q: 3 clusters Score -2.100992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 178315 members 
Entering Unmasked Estep 
Score: -21009920.000000 Penalty: 5997.808105
	Iteration 18Q: 3 clusters Score -2.100992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -21009930.000000 Penalty: 5997.808105
	Iteration 19Q: 3 clusters Score -2.100993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -21009930.000000 Penalty: 5997.808105
	Iteration 20F: 3 clusters Score -2.100993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Entering Unmasked Estep 
Score: -4255122.500000 Penalty: 2599.718994
	Iteration 0F: 2 clusters Score -4255122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4230738.500000 Penalty: 5199.437988
	Iteration 0F: 3 clusters Score -4230738 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4239656.000000 Penalty: 5199.437988
	Iteration 1F: 3 clusters Score -4239656 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -4240244.000000 Penalty: 5199.437988
	Iteration 2Q: 3 clusters Score -4240244 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4240905.500000 Penalty: 5199.437988
	Iteration 3Q: 3 clusters Score -4240906 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4241902.000000 Penalty: 5199.437988
	Iteration 4F: 3 clusters Score -4241902 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4243372.000000 Penalty: 5199.437988
	Iteration 5F: 3 clusters Score -4243372 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4245516.500000 Penalty: 5199.437988
	Iteration 6F: 3 clusters Score -4245516 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4248100.000000 Penalty: 5199.437988
	Iteration 7F: 3 clusters Score -4248100 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4250383.000000 Penalty: 5199.437988
	Iteration 8F: 3 clusters Score -4250383 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4251684.000000 Penalty: 5199.437988
	Iteration 9Q: 3 clusters Score -4251684 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4252306.500000 Penalty: 5199.437988
	Iteration 10Q: 3 clusters Score -4252306 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4252581.500000 Penalty: 5199.437988
	Iteration 11Q: 3 clusters Score -4252582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4252670.500000 Penalty: 5199.437988
	Iteration 12Q: 3 clusters Score -4252670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4252708.500000 Penalty: 5199.437988
	Iteration 13Q: 3 clusters Score -4252708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4252728.500000 Penalty: 5199.437988
	Iteration 14Q: 3 clusters Score -4252728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4252743.000000 Penalty: 5199.437988
	Iteration 15Q: 3 clusters Score -4252743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4252757.000000 Penalty: 5199.437988
	Iteration 16Q: 3 clusters Score -4252757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4252784.500000 Penalty: 5199.437988
	Iteration 17Q: 3 clusters Score -4252784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4252798.000000 Penalty: 5199.437988
	Iteration 18Q: 3 clusters Score -4252798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4252807.500000 Penalty: 5199.437988
	Iteration 19Q: 3 clusters Score -4252808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4252812.000000 Penalty: 5199.437988
	Iteration 20F: 3 clusters Score -4252812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4252820.000000 Penalty: 5199.437988
	Iteration 21Q: 3 clusters Score -4252820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4252826.000000 Penalty: 5199.437988
	Iteration 22Q: 3 clusters Score -4252826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4252834.500000 Penalty: 5199.437988
	Iteration 23Q: 3 clusters Score -4252834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4252841.000000 Penalty: 5199.437988
	Iteration 24Q: 3 clusters Score -4252841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4252842.000000 Penalty: 5199.437988
	Iteration 25Q: 3 clusters Score -4252842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4252842.000000 Penalty: 5199.437988
	Iteration 26F: 3 clusters Score -4252842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -150322.359375 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -150322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -148129.218750 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -148129.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148493.312500 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -148493.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148619.328125 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -148619.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -148692.953125 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -148693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148732.312500 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -148732.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148763.140625 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -148763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148790.562500 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -148790.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -148817.656250 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -148817.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148847.437500 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -148847.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148878.796875 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -148878.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148905.640625 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -148905.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -148938.687500 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -148938.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148973.328125 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -148973.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -149011.281250 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -149011.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149052.765625 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -149052.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149093.093750 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -149093.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149144.015625 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -149144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -149202.703125 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -149202.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149279.718750 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -149279.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149354.328125 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -149354.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -149421.843750 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -149421.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149494.296875 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -149494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149528.781250 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -149528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -149543.500000 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -149543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -149550.515625 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -149550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149560.937500 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -149560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -149569.359375 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -149569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -149577.328125 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -149577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149587.843750 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -149587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -149594.250000 Penalty: 3574.730957
	Iteration 29Q: 3 clusters Score -149594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -149599.906250 Penalty: 3574.730957
	Iteration 30Q: 3 clusters Score -149599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149603.515625 Penalty: 3574.730957
	Iteration 31Q: 3 clusters Score -149603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -149608.625000 Penalty: 3574.730957
	Iteration 32Q: 3 clusters Score -149608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149616.890625 Penalty: 3574.730957
	Iteration 33Q: 3 clusters Score -149616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -149621.546875 Penalty: 3574.730957
	Iteration 34Q: 3 clusters Score -149621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -149622.421875 Penalty: 3574.730957
	Iteration 35Q: 3 clusters Score -149622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -149622.421875 Penalty: 3574.730957
	Iteration 36F: 3 clusters Score -149622.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -276335.312500 Penalty: 1952.652222
	Iteration 0F: 2 clusters Score -276335.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -273372.187500 Penalty: 3905.304443
	Iteration 0F: 3 clusters Score -273372.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -274081.968750 Penalty: 3905.304443
	Iteration 1F: 3 clusters Score -274082 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -274346.281250 Penalty: 3905.304443
	Iteration 2F: 3 clusters Score -274346.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -274532.718750 Penalty: 3905.304443
	Iteration 3F: 3 clusters Score -274532.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -274643.937500 Penalty: 3905.304443
	Iteration 4Q: 3 clusters Score -274643.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -274709.218750 Penalty: 3905.304443
	Iteration 5Q: 3 clusters Score -274709.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -274765.968750 Penalty: 3905.304443
	Iteration 6Q: 3 clusters Score -274766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274823.656250 Penalty: 3905.304443
	Iteration 7Q: 3 clusters Score -274823.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -274884.187500 Penalty: 3905.304443
	Iteration 8Q: 3 clusters Score -274884.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -274950.156250 Penalty: 3905.304443
	Iteration 9Q: 3 clusters Score -274950.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275034.218750 Penalty: 3905.304443
	Iteration 10Q: 3 clusters Score -275034.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -275101.500000 Penalty: 3905.304443
	Iteration 11Q: 3 clusters Score -275101.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275180.437500 Penalty: 3905.304443
	Iteration 12Q: 3 clusters Score -275180.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -275266.906250 Penalty: 3905.304443
	Iteration 13Q: 3 clusters Score -275266.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -275369.093750 Penalty: 3905.304443
	Iteration 14Q: 3 clusters Score -275369.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -275480.375000 Penalty: 3905.304443
	Iteration 15Q: 3 clusters Score -275480.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275605.875000 Penalty: 3905.304443
	Iteration 16Q: 3 clusters Score -275605.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -275702.406250 Penalty: 3905.304443
	Iteration 17Q: 3 clusters Score -275702.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -275757.437500 Penalty: 3905.304443
	Iteration 18Q: 3 clusters Score -275757.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -275808.375000 Penalty: 3905.304443
	Iteration 19Q: 3 clusters Score -275808.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -275847.375000 Penalty: 3905.304443
	Iteration 20F: 3 clusters Score -275847.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -275881.781250 Penalty: 3905.304443
	Iteration 21Q: 3 clusters Score -275881.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275919.343750 Penalty: 3905.304443
	Iteration 22Q: 3 clusters Score -275919.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -275950.531250 Penalty: 3905.304443
	Iteration 23Q: 3 clusters Score -275950.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -275980.593750 Penalty: 3905.304443
	Iteration 24Q: 3 clusters Score -275980.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -275997.625000 Penalty: 3905.304443
	Iteration 25Q: 3 clusters Score -275997.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -276008.593750 Penalty: 3905.304443
	Iteration 26Q: 3 clusters Score -276008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -276028.437500 Penalty: 3905.304443
	Iteration 27Q: 3 clusters Score -276028.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -276047.781250 Penalty: 3905.304443
	Iteration 28Q: 3 clusters Score -276047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -276083.156250 Penalty: 3905.304443
	Iteration 29Q: 3 clusters Score -276083.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -276138.062500 Penalty: 3905.304443
	Iteration 30Q: 3 clusters Score -276138.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276182.406250 Penalty: 3905.304443
	Iteration 31Q: 3 clusters Score -276182.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -276282.000000 Penalty: 3905.304443
	Iteration 32Q: 3 clusters Score -276282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276427.687500 Penalty: 3905.304443
	Iteration 33Q: 3 clusters Score -276427.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276575.968750 Penalty: 3905.304443
	Iteration 34Q: 3 clusters Score -276576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -276649.281250 Penalty: 3905.304443
	Iteration 35Q: 3 clusters Score -276649.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -276683.343750 Penalty: 3905.304443
	Iteration 36Q: 3 clusters Score -276683.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -276705.000000 Penalty: 3905.304443
	Iteration 37Q: 3 clusters Score -276705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -276726.437500 Penalty: 3905.304443
	Iteration 38Q: 3 clusters Score -276726.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -276741.531250 Penalty: 3905.304443
	Iteration 39Q: 3 clusters Score -276741.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -276752.312500 Penalty: 3905.304443
	Iteration 40F: 3 clusters Score -276752.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -276760.500000 Penalty: 3905.304443
	Iteration 41Q: 3 clusters Score -276760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -276770.750000 Penalty: 3905.304443
	Iteration 42Q: 3 clusters Score -276770.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -276776.968750 Penalty: 3905.304443
	Iteration 43Q: 3 clusters Score -276777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -276782.062500 Penalty: 3905.304443
	Iteration 44Q: 3 clusters Score -276782.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -276786.125000 Penalty: 3905.304443
	Iteration 45Q: 3 clusters Score -276786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276789.343750 Penalty: 3905.304443
	Iteration 46Q: 3 clusters Score -276789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276790.125000 Penalty: 3905.304443
	Iteration 47Q: 3 clusters Score -276790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276791.562500 Penalty: 3905.304443
	Iteration 48Q: 3 clusters Score -276791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -276792.281250 Penalty: 3905.304443
	Iteration 49Q: 3 clusters Score -276792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -276795.000000 Penalty: 3905.304443
	Iteration 50Q: 3 clusters Score -276795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -276799.562500 Penalty: 3905.304443
	Iteration 51Q: 3 clusters Score -276799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -276805.031250 Penalty: 3905.304443
	Iteration 52Q: 3 clusters Score -276805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -276810.187500 Penalty: 3905.304443
	Iteration 53Q: 3 clusters Score -276810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -276814.125000 Penalty: 3905.304443
	Iteration 54Q: 3 clusters Score -276814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -276816.343750 Penalty: 3905.304443
	Iteration 55Q: 3 clusters Score -276816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -276817.687500 Penalty: 3905.304443
	Iteration 56Q: 3 clusters Score -276817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -276819.625000 Penalty: 3905.304443
	Iteration 57Q: 3 clusters Score -276819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -276819.812500 Penalty: 3905.304443
	Iteration 58Q: 3 clusters Score -276819.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -276819.812500 Penalty: 3905.304443
	Iteration 59F: 3 clusters Score -276819.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178502 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322706 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321152 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59458 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188162 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 1343 members 
Entering Unmasked Estep 
Score: -183992368.000000 Penalty: 106334.703125
Splitting cluster 7 changes total score from -183993136.000000 to -183992368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Entering Unmasked Estep 
Score: -1362070.625000 Penalty: 2340.316162
	Iteration 0F: 2 clusters Score -1362071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1352770.125000 Penalty: 4680.632324
	Iteration 0F: 3 clusters Score -1352770 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1355615.375000 Penalty: 4680.632324
	Iteration 1F: 3 clusters Score -1355615 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1356083.750000 Penalty: 4680.632324
	Iteration 2F: 3 clusters Score -1356084 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1356489.250000 Penalty: 4680.632324
	Iteration 3F: 3 clusters Score -1356489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1356859.875000 Penalty: 4680.632324
	Iteration 4F: 3 clusters Score -1356860 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1357228.625000 Penalty: 4680.632324
	Iteration 5F: 3 clusters Score -1357229 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1357603.625000 Penalty: 4680.632324
	Iteration 6Q: 3 clusters Score -1357604 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1357944.375000 Penalty: 4680.632324
	Iteration 7Q: 3 clusters Score -1357944 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1358278.000000 Penalty: 4680.632324
	Iteration 8Q: 3 clusters Score -1358278 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1358537.375000 Penalty: 4680.632324
	Iteration 9Q: 3 clusters Score -1358537 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1358719.125000 Penalty: 4680.632324
	Iteration 10Q: 3 clusters Score -1358719 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1358851.375000 Penalty: 4680.632324
	Iteration 11Q: 3 clusters Score -1358851 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1358972.875000 Penalty: 4680.632324
	Iteration 12Q: 3 clusters Score -1358973 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1359061.375000 Penalty: 4680.632324
	Iteration 13Q: 3 clusters Score -1359061 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1359140.250000 Penalty: 4680.632324
	Iteration 14Q: 3 clusters Score -1359140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1359202.125000 Penalty: 4680.632324
	Iteration 15Q: 3 clusters Score -1359202 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1359262.875000 Penalty: 4680.632324
	Iteration 16Q: 3 clusters Score -1359263 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1359320.750000 Penalty: 4680.632324
	Iteration 17Q: 3 clusters Score -1359321 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1359355.500000 Penalty: 4680.632324
	Iteration 18Q: 3 clusters Score -1359356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1359405.500000 Penalty: 4680.632324
	Iteration 19Q: 3 clusters Score -1359406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1359454.625000 Penalty: 4680.632324
	Iteration 20F: 3 clusters Score -1359455 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1359505.500000 Penalty: 4680.632324
	Iteration 21Q: 3 clusters Score -1359506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1359558.375000 Penalty: 4680.632324
	Iteration 22Q: 3 clusters Score -1359558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1359637.000000 Penalty: 4680.632324
	Iteration 23Q: 3 clusters Score -1359637 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1359764.750000 Penalty: 4680.632324
	Iteration 24Q: 3 clusters Score -1359765 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1359900.875000 Penalty: 4680.632324
	Iteration 25Q: 3 clusters Score -1359901 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1359988.375000 Penalty: 4680.632324
	Iteration 26Q: 3 clusters Score -1359988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1360063.875000 Penalty: 4680.632324
	Iteration 27Q: 3 clusters Score -1360064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1360119.625000 Penalty: 4680.632324
	Iteration 28Q: 3 clusters Score -1360120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1360183.000000 Penalty: 4680.632324
	Iteration 29Q: 3 clusters Score -1360183 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1360250.500000 Penalty: 4680.632324
	Iteration 30Q: 3 clusters Score -1360250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1360320.000000 Penalty: 4680.632324
	Iteration 31Q: 3 clusters Score -1360320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1360388.500000 Penalty: 4680.632324
	Iteration 32Q: 3 clusters Score -1360388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1360475.375000 Penalty: 4680.632324
	Iteration 33Q: 3 clusters Score -1360475 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1360554.750000 Penalty: 4680.632324
	Iteration 34Q: 3 clusters Score -1360555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1360614.875000 Penalty: 4680.632324
	Iteration 35Q: 3 clusters Score -1360615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1360679.125000 Penalty: 4680.632324
	Iteration 36Q: 3 clusters Score -1360679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1360722.250000 Penalty: 4680.632324
	Iteration 37Q: 3 clusters Score -1360722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1360767.625000 Penalty: 4680.632324
	Iteration 38Q: 3 clusters Score -1360768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1360822.625000 Penalty: 4680.632324
	Iteration 39Q: 3 clusters Score -1360823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1360878.375000 Penalty: 4680.632324
	Iteration 40F: 3 clusters Score -1360878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1360939.250000 Penalty: 4680.632324
	Iteration 41Q: 3 clusters Score -1360939 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1360988.625000 Penalty: 4680.632324
	Iteration 42Q: 3 clusters Score -1360989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1361022.000000 Penalty: 4680.632324
	Iteration 43Q: 3 clusters Score -1361022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1361050.875000 Penalty: 4680.632324
	Iteration 44Q: 3 clusters Score -1361051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1361075.625000 Penalty: 4680.632324
	Iteration 45Q: 3 clusters Score -1361076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1361095.375000 Penalty: 4680.632324
	Iteration 46Q: 3 clusters Score -1361095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1361106.750000 Penalty: 4680.632324
	Iteration 47Q: 3 clusters Score -1361107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1361117.875000 Penalty: 4680.632324
	Iteration 48Q: 3 clusters Score -1361118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1361124.000000 Penalty: 4680.632324
	Iteration 49Q: 3 clusters Score -1361124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1361127.750000 Penalty: 4680.632324
	Iteration 50Q: 3 clusters Score -1361128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1361132.000000 Penalty: 4680.632324
	Iteration 51Q: 3 clusters Score -1361132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1361139.125000 Penalty: 4680.632324
	Iteration 52Q: 3 clusters Score -1361139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1361142.750000 Penalty: 4680.632324
	Iteration 53Q: 3 clusters Score -1361143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1361146.125000 Penalty: 4680.632324
	Iteration 54Q: 3 clusters Score -1361146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1361151.000000 Penalty: 4680.632324
	Iteration 55Q: 3 clusters Score -1361151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1361152.750000 Penalty: 4680.632324
	Iteration 56Q: 3 clusters Score -1361153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1361154.250000 Penalty: 4680.632324
	Iteration 57Q: 3 clusters Score -1361154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1361154.250000 Penalty: 4680.632324
	Iteration 58Q: 3 clusters Score -1361154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1361154.875000 Penalty: 4680.632324
	Iteration 59Q: 3 clusters Score -1361155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1361155.000000 Penalty: 4680.632324
	Iteration 60F: 3 clusters Score -1361155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1361155.750000 Penalty: 4680.632324
	Iteration 61Q: 3 clusters Score -1361156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1361158.375000 Penalty: 4680.632324
	Iteration 62Q: 3 clusters Score -1361158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1361157.875000 Penalty: 4680.632324
	Iteration 63Q: 3 clusters Score -1361158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1361161.000000 Penalty: 4680.632324
	Iteration 64Q: 3 clusters Score -1361161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1361158.375000 Penalty: 4680.632324
	Iteration 65Q: 3 clusters Score -1361158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1361162.000000 Penalty: 4680.632324
	Iteration 66Q: 3 clusters Score -1361162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1361163.250000 Penalty: 4680.632324
	Iteration 67Q: 3 clusters Score -1361163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1361165.625000 Penalty: 4680.632324
	Iteration 68Q: 3 clusters Score -1361166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1361168.750000 Penalty: 4680.632324
	Iteration 69Q: 3 clusters Score -1361169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1361168.750000 Penalty: 4680.632324
	Iteration 70F: 3 clusters Score -1361169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -52177.546875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -52177.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50694.949219 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -50694.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50854.542969 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -50854.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50885.406250 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -50885.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50900.234375 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -50900.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50911.875000 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -50911.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50915.648438 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -50915.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50915.648438 Penalty: 3076.457764
	Iteration 6F: 3 clusters Score -50915.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Entering Unmasked Estep 
Score: -9749641.000000 Penalty: 2811.265137
	Iteration 0F: 2 clusters Score -9749641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -9693872.000000 Penalty: 5622.530273
	Iteration 0F: 3 clusters Score -9693872 nChanged 39182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -9716194.000000 Penalty: 5622.530273
	Iteration 1F: 3 clusters Score -9716194 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -9717034.000000 Penalty: 5622.530273
	Iteration 2Q: 3 clusters Score -9717034 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -9717730.000000 Penalty: 5622.530273
	Iteration 3Q: 3 clusters Score -9717730 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -9718539.000000 Penalty: 5622.530273
	Iteration 4Q: 3 clusters Score -9718539 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -9719614.000000 Penalty: 5622.530273
	Iteration 5Q: 3 clusters Score -9719614 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -9720672.000000 Penalty: 5622.530273
	Iteration 6Q: 3 clusters Score -9720672 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -9722004.000000 Penalty: 5622.530273
	Iteration 7Q: 3 clusters Score -9722004 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -9723637.000000 Penalty: 5622.530273
	Iteration 8Q: 3 clusters Score -9723637 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -9725583.000000 Penalty: 5622.530273
	Iteration 9Q: 3 clusters Score -9725583 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -9727508.000000 Penalty: 5622.530273
	Iteration 10F: 3 clusters Score -9727508 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -9729581.000000 Penalty: 5622.530273
	Iteration 11F: 3 clusters Score -9729581 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -9731800.000000 Penalty: 5622.530273
	Iteration 12F: 3 clusters Score -9731800 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -9734354.000000 Penalty: 5622.530273
	Iteration 13F: 3 clusters Score -9734354 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -9737080.000000 Penalty: 5622.530273
	Iteration 14F: 3 clusters Score -9737080 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -9740294.000000 Penalty: 5622.530273
	Iteration 15F: 3 clusters Score -9740294 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -9743058.000000 Penalty: 5622.530273
	Iteration 16Q: 3 clusters Score -9743058 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76823 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -9745009.000000 Penalty: 5622.530273
	Iteration 17Q: 3 clusters Score -9745009 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -9746266.000000 Penalty: 5622.530273
	Iteration 18Q: 3 clusters Score -9746266 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -9746926.000000 Penalty: 5622.530273
	Iteration 19Q: 3 clusters Score -9746926 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9747362.000000 Penalty: 5622.530273
	Iteration 20F: 3 clusters Score -9747362 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9747633.000000 Penalty: 5622.530273
	Iteration 21Q: 3 clusters Score -9747633 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9747789.000000 Penalty: 5622.530273
	Iteration 22Q: 3 clusters Score -9747789 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9747866.000000 Penalty: 5622.530273
	Iteration 23Q: 3 clusters Score -9747866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9747929.000000 Penalty: 5622.530273
	Iteration 24Q: 3 clusters Score -9747929 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9747941.000000 Penalty: 5622.530273
	Iteration 25Q: 3 clusters Score -9747941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9747953.000000 Penalty: 5622.530273
	Iteration 26Q: 3 clusters Score -9747953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9747952.000000 Penalty: 5622.530273
	Iteration 27Q: 3 clusters Score -9747952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9747959.000000 Penalty: 5622.530273
	Iteration 28Q: 3 clusters Score -9747959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9747969.000000 Penalty: 5622.530273
	Iteration 29Q: 3 clusters Score -9747969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9747955.000000 Penalty: 5622.530273
	Iteration 30Q: 3 clusters Score -9747955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9747962.000000 Penalty: 5622.530273
	Iteration 31Q: 3 clusters Score -9747962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9747952.000000 Penalty: 5622.530273
	Iteration 32Q: 3 clusters Score -9747952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9747960.000000 Penalty: 5622.530273
	Iteration 33Q: 3 clusters Score -9747960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9747976.000000 Penalty: 5622.530273
	Iteration 34Q: 3 clusters Score -9747976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9747976.000000 Penalty: 5622.530273
	Iteration 35Q: 3 clusters Score -9747976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9747980.000000 Penalty: 5622.530273
	Iteration 36Q: 3 clusters Score -9747980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9747994.000000 Penalty: 5622.530273
	Iteration 37Q: 3 clusters Score -9747994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9747993.000000 Penalty: 5622.530273
	Iteration 38Q: 3 clusters Score -9747993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9747983.000000 Penalty: 5622.530273
	Iteration 39Q: 3 clusters Score -9747983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9747984.000000 Penalty: 5622.530273
	Iteration 40F: 3 clusters Score -9747984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141660.906250 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141660.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142094.406250 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142094.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142246.125000 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142246.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142314.968750 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -142315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142353.453125 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -142353.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -142375.250000 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -142375.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142398.609375 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -142398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142418.046875 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -142418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142428.421875 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -142428.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142449.000000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -142449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -142472.234375 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -142472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142494.593750 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -142494.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -142511.656250 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -142511.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142523.859375 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -142523.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142537.093750 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -142537.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -142546.593750 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -142546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142558.640625 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -142558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142571.375000 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -142571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -142583.703125 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -142583.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -142606.937500 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -142606.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -142646.609375 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -142646.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -142729.875000 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -142729.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -142933.765625 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -142933.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143457.968750 Penalty: 3554.468018
	Iteration 23F: 3 clusters Score -143458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -143817.890625 Penalty: 3554.468018
	Iteration 24F: 3 clusters Score -143817.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -143915.218750 Penalty: 3554.468018
	Iteration 25Q: 3 clusters Score -143915.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -143954.609375 Penalty: 3554.468018
	Iteration 26Q: 3 clusters Score -143954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -143980.921875 Penalty: 3554.468018
	Iteration 27Q: 3 clusters Score -143980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -143983.921875 Penalty: 3554.468018
	Iteration 28Q: 3 clusters Score -143983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -143983.921875 Penalty: 3554.468018
	Iteration 29F: 3 clusters Score -143983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178502 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 322706 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321152 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59458 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188162 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 1052 members 
Entering Unmasked Estep 
Score: -183990832.000000 Penalty: 106334.703125
Splitting cluster 11 changes total score from -183993136.000000 to -183990832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (322706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322706 members 
Entering Unmasked Estep 
Score: -37864440.000000 Penalty: 3145.755127
	Iteration 0F: 2 clusters Score -3.786444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161252 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -37659496.000000 Penalty: 6291.510254
	Iteration 0F: 3 clusters Score -3.76595e+07 nChanged 156724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -37752376.000000 Penalty: 6291.510254
	Iteration 1F: 3 clusters Score -3.775238e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 164597 members 
Entering Unmasked Estep 
Score: -37753664.000000 Penalty: 6291.510254
	Iteration 2Q: 3 clusters Score -3.775366e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 166394 members 
Entering Unmasked Estep 
Score: -37754776.000000 Penalty: 6291.510254
	Iteration 3Q: 3 clusters Score -3.775478e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 169228 members 
Entering Unmasked Estep 
Score: -37756024.000000 Penalty: 6291.510254
	Iteration 4Q: 3 clusters Score -3.775602e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149069 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -37758088.000000 Penalty: 6291.510254
	Iteration 5Q: 3 clusters Score -3.775809e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142286 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -37760856.000000 Penalty: 6291.510254
	Iteration 6Q: 3 clusters Score -3.776086e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 190539 members 
Entering Unmasked Estep 
Score: -37765468.000000 Penalty: 6291.510254
	Iteration 7Q: 3 clusters Score -3.776547e+07 nChanged 16311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -37773380.000000 Penalty: 6291.510254
	Iteration 8F: 3 clusters Score -3.777338e+07 nChanged 20717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 224837 members 
Entering Unmasked Estep 
Score: -37786656.000000 Penalty: 6291.510254
	Iteration 9F: 3 clusters Score -3.778666e+07 nChanged 23610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 247713 members 
Entering Unmasked Estep 
Score: -37804588.000000 Penalty: 6291.510254
	Iteration 10F: 3 clusters Score -3.780459e+07 nChanged 22313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 269530 members 
Entering Unmasked Estep 
Score: -37823892.000000 Penalty: 6291.510254
	Iteration 11F: 3 clusters Score -3.782389e+07 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 286293 members 
Entering Unmasked Estep 
Score: -37838336.000000 Penalty: 6291.510254
	Iteration 12F: 3 clusters Score -3.783834e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 297608 members 
Entering Unmasked Estep 
Score: -37848160.000000 Penalty: 6291.510254
	Iteration 13Q: 3 clusters Score -3.784816e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 305274 members 
Entering Unmasked Estep 
Score: -37856368.000000 Penalty: 6291.510254
	Iteration 14Q: 3 clusters Score -3.785637e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 311271 members 
Entering Unmasked Estep 
Score: -37861020.000000 Penalty: 6291.510254
	Iteration 15Q: 3 clusters Score -3.786102e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 315669 members 
Entering Unmasked Estep 
Score: -37862460.000000 Penalty: 6291.510254
	Iteration 16Q: 3 clusters Score -3.786246e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 318500 members 
Entering Unmasked Estep 
Score: -37862624.000000 Penalty: 6291.510254
	Iteration 17Q: 3 clusters Score -3.786262e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 320181 members 
Entering Unmasked Estep 
Score: -37862424.000000 Penalty: 6291.510254
	Iteration 18Q: 3 clusters Score -3.786242e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 321086 members 
Entering Unmasked Estep 
Score: -37862352.000000 Penalty: 6291.510254
	Iteration 19Q: 3 clusters Score -3.786235e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 321534 members 
Entering Unmasked Estep 
Score: -37862284.000000 Penalty: 6291.510254
	Iteration 20F: 3 clusters Score -3.786228e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 321791 members 
Entering Unmasked Estep 
Score: -37862256.000000 Penalty: 6291.510254
	Iteration 21Q: 3 clusters Score -3.786226e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 321926 members 
Entering Unmasked Estep 
Score: -37862160.000000 Penalty: 6291.510254
	Iteration 22Q: 3 clusters Score -3.786216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 322016 members 
Entering Unmasked Estep 
Score: -37862160.000000 Penalty: 6291.510254
	Iteration 23Q: 3 clusters Score -3.786216e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 322064 members 
Entering Unmasked Estep 
Score: -37862244.000000 Penalty: 6291.510254
	Iteration 24Q: 3 clusters Score -3.786224e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 322107 members 
Entering Unmasked Estep 
Score: -37862200.000000 Penalty: 6291.510254
	Iteration 25Q: 3 clusters Score -3.78622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 322133 members 
Entering Unmasked Estep 
Score: -37862196.000000 Penalty: 6291.510254
	Iteration 26Q: 3 clusters Score -3.78622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 322155 members 
Entering Unmasked Estep 
Score: -37862200.000000 Penalty: 6291.510254
	Iteration 27Q: 3 clusters Score -3.78622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 322169 members 
Entering Unmasked Estep 
Score: -37862212.000000 Penalty: 6291.510254
	Iteration 28Q: 3 clusters Score -3.786221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 322177 members 
Entering Unmasked Estep 
Score: -37862228.000000 Penalty: 6291.510254
	Iteration 29Q: 3 clusters Score -3.786223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 322188 members 
Entering Unmasked Estep 
Score: -37862224.000000 Penalty: 6291.510254
	Iteration 30Q: 3 clusters Score -3.786222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322190 members 
Entering Unmasked Estep 
Score: -37862252.000000 Penalty: 6291.510254
	Iteration 31Q: 3 clusters Score -3.786225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 322194 members 
Entering Unmasked Estep 
Score: -37862240.000000 Penalty: 6291.510254
	Iteration 32Q: 3 clusters Score -3.786224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 322196 members 
Entering Unmasked Estep 
Score: -37862240.000000 Penalty: 6291.510254
	Iteration 33Q: 3 clusters Score -3.786224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 322200 members 
Entering Unmasked Estep 
Score: -37862220.000000 Penalty: 6291.510254
	Iteration 34Q: 3 clusters Score -3.786222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 322206 members 
Entering Unmasked Estep 
Score: -37862224.000000 Penalty: 6291.510254
	Iteration 35Q: 3 clusters Score -3.786222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 322209 members 
Entering Unmasked Estep 
Score: -37862220.000000 Penalty: 6291.510254
	Iteration 36Q: 3 clusters Score -3.786222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 322217 members 
Entering Unmasked Estep 
Score: -37862240.000000 Penalty: 6291.510254
	Iteration 37Q: 3 clusters Score -3.786224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 322220 members 
Entering Unmasked Estep 
Score: -37862240.000000 Penalty: 6291.510254
	Iteration 38Q: 3 clusters Score -3.786224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 322221 members 
Entering Unmasked Estep 
Score: -37862256.000000 Penalty: 6291.510254
	Iteration 39Q: 3 clusters Score -3.786226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 322221 members 
Entering Unmasked Estep 
Score: -37862256.000000 Penalty: 6291.510254
	Iteration 40F: 3 clusters Score -3.786226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Entering Unmasked Estep 
Score: -2390921.250000 Penalty: 2456.201172
	Iteration 0F: 2 clusters Score -2390921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2376696.000000 Penalty: 4912.402344
	Iteration 0F: 3 clusters Score -2376696 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2381394.250000 Penalty: 4912.402344
	Iteration 1F: 3 clusters Score -2381394 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2381852.500000 Penalty: 4912.402344
	Iteration 2F: 3 clusters Score -2381852 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2382224.250000 Penalty: 4912.402344
	Iteration 3Q: 3 clusters Score -2382224 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2382533.500000 Penalty: 4912.402344
	Iteration 4Q: 3 clusters Score -2382534 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2382837.750000 Penalty: 4912.402344
	Iteration 5Q: 3 clusters Score -2382838 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2383181.000000 Penalty: 4912.402344
	Iteration 6Q: 3 clusters Score -2383181 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2383609.000000 Penalty: 4912.402344
	Iteration 7Q: 3 clusters Score -2383609 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2384160.000000 Penalty: 4912.402344
	Iteration 8Q: 3 clusters Score -2384160 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2384896.000000 Penalty: 4912.402344
	Iteration 9F: 3 clusters Score -2384896 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2385679.500000 Penalty: 4912.402344
	Iteration 10F: 3 clusters Score -2385680 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2386411.500000 Penalty: 4912.402344
	Iteration 11Q: 3 clusters Score -2386412 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2387100.000000 Penalty: 4912.402344
	Iteration 12Q: 3 clusters Score -2387100 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2387597.000000 Penalty: 4912.402344
	Iteration 13Q: 3 clusters Score -2387597 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2387908.500000 Penalty: 4912.402344
	Iteration 14Q: 3 clusters Score -2387908 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2388101.750000 Penalty: 4912.402344
	Iteration 15Q: 3 clusters Score -2388102 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2388247.000000 Penalty: 4912.402344
	Iteration 16Q: 3 clusters Score -2388247 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2388388.750000 Penalty: 4912.402344
	Iteration 17Q: 3 clusters Score -2388389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2388482.500000 Penalty: 4912.402344
	Iteration 18Q: 3 clusters Score -2388482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2388549.500000 Penalty: 4912.402344
	Iteration 19Q: 3 clusters Score -2388550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2388593.500000 Penalty: 4912.402344
	Iteration 20F: 3 clusters Score -2388594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2388641.500000 Penalty: 4912.402344
	Iteration 21Q: 3 clusters Score -2388642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2388673.500000 Penalty: 4912.402344
	Iteration 22Q: 3 clusters Score -2388674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2388704.250000 Penalty: 4912.402344
	Iteration 23Q: 3 clusters Score -2388704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2388727.500000 Penalty: 4912.402344
	Iteration 24Q: 3 clusters Score -2388728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2388747.750000 Penalty: 4912.402344
	Iteration 25Q: 3 clusters Score -2388748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2388760.500000 Penalty: 4912.402344
	Iteration 26Q: 3 clusters Score -2388760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2388770.500000 Penalty: 4912.402344
	Iteration 27Q: 3 clusters Score -2388770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2388778.000000 Penalty: 4912.402344
	Iteration 28Q: 3 clusters Score -2388778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2388784.500000 Penalty: 4912.402344
	Iteration 29Q: 3 clusters Score -2388784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2388785.000000 Penalty: 4912.402344
	Iteration 30Q: 3 clusters Score -2388785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2388790.750000 Penalty: 4912.402344
	Iteration 31Q: 3 clusters Score -2388791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2388795.000000 Penalty: 4912.402344
	Iteration 32Q: 3 clusters Score -2388795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2388797.000000 Penalty: 4912.402344
	Iteration 33Q: 3 clusters Score -2388797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2388799.000000 Penalty: 4912.402344
	Iteration 34Q: 3 clusters Score -2388799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2388803.750000 Penalty: 4912.402344
	Iteration 35Q: 3 clusters Score -2388804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2388803.500000 Penalty: 4912.402344
	Iteration 36Q: 3 clusters Score -2388804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2388807.750000 Penalty: 4912.402344
	Iteration 37Q: 3 clusters Score -2388808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2388808.500000 Penalty: 4912.402344
	Iteration 38Q: 3 clusters Score -2388808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2388811.500000 Penalty: 4912.402344
	Iteration 39Q: 3 clusters Score -2388812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2388811.250000 Penalty: 4912.402344
	Iteration 40F: 3 clusters Score -2388811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2388813.250000 Penalty: 4912.402344
	Iteration 41Q: 3 clusters Score -2388813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2388817.250000 Penalty: 4912.402344
	Iteration 42Q: 3 clusters Score -2388817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2388816.250000 Penalty: 4912.402344
	Iteration 43Q: 3 clusters Score -2388816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2388816.250000 Penalty: 4912.402344
	Iteration 44F: 3 clusters Score -2388816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Entering Unmasked Estep 
Score: -2265522.000000 Penalty: 2449.544434
	Iteration 0F: 2 clusters Score -2265522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2251839.750000 Penalty: 4899.088867
	Iteration 0F: 3 clusters Score -2251840 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2256808.000000 Penalty: 4899.088867
	Iteration 1F: 3 clusters Score -2256808 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2257666.500000 Penalty: 4899.088867
	Iteration 2F: 3 clusters Score -2257666 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2258742.750000 Penalty: 4899.088867
	Iteration 3F: 3 clusters Score -2258743 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2260000.000000 Penalty: 4899.088867
	Iteration 4F: 3 clusters Score -2260000 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2261391.750000 Penalty: 4899.088867
	Iteration 5F: 3 clusters Score -2261392 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2262674.000000 Penalty: 4899.088867
	Iteration 6F: 3 clusters Score -2262674 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2263599.500000 Penalty: 4899.088867
	Iteration 7Q: 3 clusters Score -2263600 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2264314.500000 Penalty: 4899.088867
	Iteration 8Q: 3 clusters Score -2264314 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2264712.500000 Penalty: 4899.088867
	Iteration 9Q: 3 clusters Score -2264712 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2264887.000000 Penalty: 4899.088867
	Iteration 10Q: 3 clusters Score -2264887 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2264972.500000 Penalty: 4899.088867
	Iteration 11Q: 3 clusters Score -2264972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2265004.250000 Penalty: 4899.088867
	Iteration 12Q: 3 clusters Score -2265004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2265019.750000 Penalty: 4899.088867
	Iteration 13Q: 3 clusters Score -2265020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2265032.500000 Penalty: 4899.088867
	Iteration 14Q: 3 clusters Score -2265032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2265035.000000 Penalty: 4899.088867
	Iteration 15Q: 3 clusters Score -2265035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2265044.000000 Penalty: 4899.088867
	Iteration 16Q: 3 clusters Score -2265044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2265044.500000 Penalty: 4899.088867
	Iteration 17Q: 3 clusters Score -2265044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2265049.750000 Penalty: 4899.088867
	Iteration 18Q: 3 clusters Score -2265050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2265049.500000 Penalty: 4899.088867
	Iteration 19Q: 3 clusters Score -2265050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2265054.750000 Penalty: 4899.088867
	Iteration 20F: 3 clusters Score -2265055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2265059.750000 Penalty: 4899.088867
	Iteration 21Q: 3 clusters Score -2265060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2265057.500000 Penalty: 4899.088867
	Iteration 22Q: 3 clusters Score -2265058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2265055.000000 Penalty: 4899.088867
	Iteration 23Q: 3 clusters Score -2265055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2265056.500000 Penalty: 4899.088867
	Iteration 24Q: 3 clusters Score -2265056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2265057.500000 Penalty: 4899.088867
	Iteration 25Q: 3 clusters Score -2265058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2265058.750000 Penalty: 4899.088867
	Iteration 26Q: 3 clusters Score -2265059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2265059.250000 Penalty: 4899.088867
	Iteration 27Q: 3 clusters Score -2265059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2265058.250000 Penalty: 4899.088867
	Iteration 28Q: 3 clusters Score -2265058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2265061.000000 Penalty: 4899.088867
	Iteration 29Q: 3 clusters Score -2265061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2265061.750000 Penalty: 4899.088867
	Iteration 30Q: 3 clusters Score -2265062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2265062.750000 Penalty: 4899.088867
	Iteration 31Q: 3 clusters Score -2265063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2265061.500000 Penalty: 4899.088867
	Iteration 32Q: 3 clusters Score -2265062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2265061.750000 Penalty: 4899.088867
	Iteration 33Q: 3 clusters Score -2265062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2265063.500000 Penalty: 4899.088867
	Iteration 34Q: 3 clusters Score -2265064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2265060.750000 Penalty: 4899.088867
	Iteration 35Q: 3 clusters Score -2265061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2265062.000000 Penalty: 4899.088867
	Iteration 36Q: 3 clusters Score -2265062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2265063.250000 Penalty: 4899.088867
	Iteration 37Q: 3 clusters Score -2265063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2265063.250000 Penalty: 4899.088867
	Iteration 38F: 3 clusters Score -2265063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 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 528 members 
Entering Unmasked Estep 
Score: -99988.015625 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -99988.02 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100503.515625 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100503.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100937.351562 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100937.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101351.609375 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -101351.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101774.632812 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101774.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102221.593750 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -102221.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102530.523438 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -102530.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102567.171875 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -102567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102571.265625 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -102571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102571.265625 Penalty: 3448.553467
	Iteration 9F: 3 clusters Score -102571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178502 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322706 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321152 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59458 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188162 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 407 members 
Entering Unmasked Estep 
Score: -183991872.000000 Penalty: 106334.703125
Splitting cluster 15 changes total score from -183993136.000000 to -183991872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -826992.125000 Penalty: 2204.411621
	Iteration 0F: 2 clusters Score -826992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -821016.250000 Penalty: 4408.823242
	Iteration 0F: 3 clusters Score -821016.2 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -822508.687500 Penalty: 4408.823242
	Iteration 1F: 3 clusters Score -822508.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -822754.312500 Penalty: 4408.823242
	Iteration 2F: 3 clusters Score -822754.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -822936.062500 Penalty: 4408.823242
	Iteration 3F: 3 clusters Score -822936.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -823075.250000 Penalty: 4408.823242
	Iteration 4Q: 3 clusters Score -823075.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -823195.875000 Penalty: 4408.823242
	Iteration 5Q: 3 clusters Score -823195.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -823302.687500 Penalty: 4408.823242
	Iteration 6Q: 3 clusters Score -823302.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -823412.875000 Penalty: 4408.823242
	Iteration 7Q: 3 clusters Score -823412.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -823532.187500 Penalty: 4408.823242
	Iteration 8Q: 3 clusters Score -823532.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -823664.375000 Penalty: 4408.823242
	Iteration 9Q: 3 clusters Score -823664.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -823804.687500 Penalty: 4408.823242
	Iteration 10Q: 3 clusters Score -823804.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -823973.437500 Penalty: 4408.823242
	Iteration 11Q: 3 clusters Score -823973.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -824150.500000 Penalty: 4408.823242
	Iteration 12Q: 3 clusters Score -824150.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -824326.562500 Penalty: 4408.823242
	Iteration 13Q: 3 clusters Score -824326.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -824462.687500 Penalty: 4408.823242
	Iteration 14Q: 3 clusters Score -824462.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -824588.500000 Penalty: 4408.823242
	Iteration 15Q: 3 clusters Score -824588.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -824689.500000 Penalty: 4408.823242
	Iteration 16Q: 3 clusters Score -824689.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -824773.062500 Penalty: 4408.823242
	Iteration 17Q: 3 clusters Score -824773.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -824853.375000 Penalty: 4408.823242
	Iteration 18Q: 3 clusters Score -824853.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -824928.500000 Penalty: 4408.823242
	Iteration 19Q: 3 clusters Score -824928.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -824984.312500 Penalty: 4408.823242
	Iteration 20F: 3 clusters Score -824984.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -825035.750000 Penalty: 4408.823242
	Iteration 21Q: 3 clusters Score -825035.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -825100.250000 Penalty: 4408.823242
	Iteration 22Q: 3 clusters Score -825100.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -825138.187500 Penalty: 4408.823242
	Iteration 23Q: 3 clusters Score -825138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -825176.625000 Penalty: 4408.823242
	Iteration 24Q: 3 clusters Score -825176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -825195.750000 Penalty: 4408.823242
	Iteration 25Q: 3 clusters Score -825195.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -825209.125000 Penalty: 4408.823242
	Iteration 26Q: 3 clusters Score -825209.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -825218.437500 Penalty: 4408.823242
	Iteration 27Q: 3 clusters Score -825218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -825226.687500 Penalty: 4408.823242
	Iteration 28Q: 3 clusters Score -825226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -825230.187500 Penalty: 4408.823242
	Iteration 29Q: 3 clusters Score -825230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -825233.312500 Penalty: 4408.823242
	Iteration 30Q: 3 clusters Score -825233.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -825234.687500 Penalty: 4408.823242
	Iteration 31Q: 3 clusters Score -825234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -825238.562500 Penalty: 4408.823242
	Iteration 32Q: 3 clusters Score -825238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -825240.125000 Penalty: 4408.823242
	Iteration 33Q: 3 clusters Score -825240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -825241.500000 Penalty: 4408.823242
	Iteration 34Q: 3 clusters Score -825241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -825240.500000 Penalty: 4408.823242
	Iteration 35Q: 3 clusters Score -825240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -825240.500000 Penalty: 4408.823242
	Iteration 36F: 3 clusters Score -825240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321152 members 
Entering Unmasked Estep 
Score: -37528644.000000 Penalty: 3144.558105
	Iteration 0F: 2 clusters Score -3.752864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160640 members 
Mstep: Class 2 contains 160512 members 
Entering Unmasked Estep 
Score: -37317892.000000 Penalty: 6289.116211
	Iteration 0F: 3 clusters Score -3.731789e+07 nChanged 155816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159584 members 
Mstep: Class 2 contains 161568 members 
Entering Unmasked Estep 
Score: -37410828.000000 Penalty: 6289.116211
	Iteration 1F: 3 clusters Score -3.741083e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 161980 members 
Entering Unmasked Estep 
Score: -37412344.000000 Penalty: 6289.116211
	Iteration 2Q: 3 clusters Score -3.741234e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 162364 members 
Entering Unmasked Estep 
Score: -37414192.000000 Penalty: 6289.116211
	Iteration 3Q: 3 clusters Score -3.741419e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Mstep: Class 2 contains 162702 members 
Entering Unmasked Estep 
Score: -37417212.000000 Penalty: 6289.116211
	Iteration 4Q: 3 clusters Score -3.741721e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 162601 members 
Entering Unmasked Estep 
Score: -37422712.000000 Penalty: 6289.116211
	Iteration 5Q: 3 clusters Score -3.742271e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -37431936.000000 Penalty: 6289.116211
	Iteration 6Q: 3 clusters Score -3.743194e+07 nChanged 19796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -37446736.000000 Penalty: 6289.116211
	Iteration 7F: 3 clusters Score -3.744674e+07 nChanged 24167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168556 members 
Mstep: Class 2 contains 152596 members 
Entering Unmasked Estep 
Score: -37467484.000000 Penalty: 6289.116211
	Iteration 8F: 3 clusters Score -3.746748e+07 nChanged 24623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 146695 members 
Entering Unmasked Estep 
Score: -37487480.000000 Penalty: 6289.116211
	Iteration 9F: 3 clusters Score -3.748748e+07 nChanged 18363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -37497184.000000 Penalty: 6289.116211
	Iteration 10F: 3 clusters Score -3.749718e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183022 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -37501448.000000 Penalty: 6289.116211
	Iteration 11Q: 3 clusters Score -3.750145e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186916 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -37504272.000000 Penalty: 6289.116211
	Iteration 12Q: 3 clusters Score -3.750427e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191014 members 
Mstep: Class 2 contains 130138 members 
Entering Unmasked Estep 
Score: -37506972.000000 Penalty: 6289.116211
	Iteration 13Q: 3 clusters Score -3.750697e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195261 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -37509624.000000 Penalty: 6289.116211
	Iteration 14Q: 3 clusters Score -3.750962e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199398 members 
Mstep: Class 2 contains 121754 members 
Entering Unmasked Estep 
Score: -37512084.000000 Penalty: 6289.116211
	Iteration 15Q: 3 clusters Score -3.751208e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203423 members 
Mstep: Class 2 contains 117729 members 
Entering Unmasked Estep 
Score: -37513928.000000 Penalty: 6289.116211
	Iteration 16Q: 3 clusters Score -3.751393e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207210 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -37515212.000000 Penalty: 6289.116211
	Iteration 17Q: 3 clusters Score -3.751521e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -37516288.000000 Penalty: 6289.116211
	Iteration 18Q: 3 clusters Score -3.751629e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214693 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -37517120.000000 Penalty: 6289.116211
	Iteration 19Q: 3 clusters Score -3.751712e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218423 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -37517856.000000 Penalty: 6289.116211
	Iteration 20F: 3 clusters Score -3.751786e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222108 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -37518560.000000 Penalty: 6289.116211
	Iteration 21Q: 3 clusters Score -3.751856e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225908 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -37519272.000000 Penalty: 6289.116211
	Iteration 22Q: 3 clusters Score -3.751927e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229744 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -37520048.000000 Penalty: 6289.116211
	Iteration 23Q: 3 clusters Score -3.752005e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233584 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -37520656.000000 Penalty: 6289.116211
	Iteration 24Q: 3 clusters Score -3.752066e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237394 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -37520876.000000 Penalty: 6289.116211
	Iteration 25Q: 3 clusters Score -3.752088e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241134 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -37521264.000000 Penalty: 6289.116211
	Iteration 26Q: 3 clusters Score -3.752126e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244835 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -37521912.000000 Penalty: 6289.116211
	Iteration 27Q: 3 clusters Score -3.752191e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248507 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -37522428.000000 Penalty: 6289.116211
	Iteration 28Q: 3 clusters Score -3.752243e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252043 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -37522792.000000 Penalty: 6289.116211
	Iteration 29Q: 3 clusters Score -3.752279e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255523 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -37523228.000000 Penalty: 6289.116211
	Iteration 30Q: 3 clusters Score -3.752323e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258915 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -37523560.000000 Penalty: 6289.116211
	Iteration 31Q: 3 clusters Score -3.752356e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262133 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -37524120.000000 Penalty: 6289.116211
	Iteration 32Q: 3 clusters Score -3.752412e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265291 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -37524428.000000 Penalty: 6289.116211
	Iteration 33Q: 3 clusters Score -3.752443e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268358 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -37524924.000000 Penalty: 6289.116211
	Iteration 34Q: 3 clusters Score -3.752492e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271236 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -37525568.000000 Penalty: 6289.116211
	Iteration 35Q: 3 clusters Score -3.752557e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273972 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -37526068.000000 Penalty: 6289.116211
	Iteration 36Q: 3 clusters Score -3.752607e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276594 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -37526624.000000 Penalty: 6289.116211
	Iteration 37Q: 3 clusters Score -3.752662e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279076 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -37527116.000000 Penalty: 6289.116211
	Iteration 38Q: 3 clusters Score -3.752712e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281455 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -37527324.000000 Penalty: 6289.116211
	Iteration 39Q: 3 clusters Score -3.752732e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283619 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -37527348.000000 Penalty: 6289.116211
	Iteration 40F: 3 clusters Score -3.752735e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285631 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -37527632.000000 Penalty: 6289.116211
	Iteration 41Q: 3 clusters Score -3.752763e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287415 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -37527996.000000 Penalty: 6289.116211
	Iteration 42Q: 3 clusters Score -3.7528e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289103 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -37528384.000000 Penalty: 6289.116211
	Iteration 43Q: 3 clusters Score -3.752838e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290674 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -37528568.000000 Penalty: 6289.116211
	Iteration 44Q: 3 clusters Score -3.752857e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292158 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -37528668.000000 Penalty: 6289.116211
	Iteration 45Q: 3 clusters Score -3.752867e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293550 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -37528776.000000 Penalty: 6289.116211
	Iteration 46Q: 3 clusters Score -3.752878e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294806 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -37528928.000000 Penalty: 6289.116211
	Iteration 47Q: 3 clusters Score -3.752893e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295950 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -37529128.000000 Penalty: 6289.116211
	Iteration 48Q: 3 clusters Score -3.752913e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296985 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -37529168.000000 Penalty: 6289.116211
	Iteration 49Q: 3 clusters Score -3.752917e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297982 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -37529468.000000 Penalty: 6289.116211
	Iteration 50Q: 3 clusters Score -3.752947e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298979 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -37529592.000000 Penalty: 6289.116211
	Iteration 51Q: 3 clusters Score -3.752959e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299919 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -37529688.000000 Penalty: 6289.116211
	Iteration 52Q: 3 clusters Score -3.752969e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300797 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -37529832.000000 Penalty: 6289.116211
	Iteration 53Q: 3 clusters Score -3.752983e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301600 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -37529868.000000 Penalty: 6289.116211
	Iteration 54Q: 3 clusters Score -3.752987e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302395 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -37529964.000000 Penalty: 6289.116211
	Iteration 55Q: 3 clusters Score -3.752996e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303139 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -37529776.000000 Penalty: 6289.116211
	Iteration 56Q: 3 clusters Score -3.752978e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303864 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -37529892.000000 Penalty: 6289.116211
	Iteration 57Q: 3 clusters Score -3.752989e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304549 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -37530020.000000 Penalty: 6289.116211
	Iteration 58Q: 3 clusters Score -3.753002e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305182 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -37530056.000000 Penalty: 6289.116211
	Iteration 59Q: 3 clusters Score -3.753006e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305795 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -37530040.000000 Penalty: 6289.116211
	Iteration 60F: 3 clusters Score -3.753004e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306367 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -37530004.000000 Penalty: 6289.116211
	Iteration 61Q: 3 clusters Score -3.753e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306961 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -37530024.000000 Penalty: 6289.116211
	Iteration 62Q: 3 clusters Score -3.753002e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307537 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -37530028.000000 Penalty: 6289.116211
	Iteration 63Q: 3 clusters Score -3.753003e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308119 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -37530084.000000 Penalty: 6289.116211
	Iteration 64Q: 3 clusters Score -3.753008e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308666 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -37530148.000000 Penalty: 6289.116211
	Iteration 65Q: 3 clusters Score -3.753015e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309182 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -37530100.000000 Penalty: 6289.116211
	Iteration 66Q: 3 clusters Score -3.75301e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309661 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -37530064.000000 Penalty: 6289.116211
	Iteration 67Q: 3 clusters Score -3.753006e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310133 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -37529980.000000 Penalty: 6289.116211
	Iteration 68Q: 3 clusters Score -3.752998e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310555 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -37530012.000000 Penalty: 6289.116211
	Iteration 69Q: 3 clusters Score -3.753001e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310973 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -37529964.000000 Penalty: 6289.116211
	Iteration 70Q: 3 clusters Score -3.752996e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311363 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -37529856.000000 Penalty: 6289.116211
	Iteration 71Q: 3 clusters Score -3.752986e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311758 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -37529756.000000 Penalty: 6289.116211
	Iteration 72Q: 3 clusters Score -3.752976e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312137 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -37529736.000000 Penalty: 6289.116211
	Iteration 73Q: 3 clusters Score -3.752974e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312494 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -37529688.000000 Penalty: 6289.116211
	Iteration 74Q: 3 clusters Score -3.752969e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312835 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -37529620.000000 Penalty: 6289.116211
	Iteration 75Q: 3 clusters Score -3.752962e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313163 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -37529572.000000 Penalty: 6289.116211
	Iteration 76Q: 3 clusters Score -3.752957e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313472 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -37529392.000000 Penalty: 6289.116211
	Iteration 77Q: 3 clusters Score -3.752939e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313767 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -37529368.000000 Penalty: 6289.116211
	Iteration 78Q: 3 clusters Score -3.752937e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314027 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -37529244.000000 Penalty: 6289.116211
	Iteration 79Q: 3 clusters Score -3.752924e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314264 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -37529024.000000 Penalty: 6289.116211
	Iteration 80F: 3 clusters Score -3.752902e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314507 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -37528968.000000 Penalty: 6289.116211
	Iteration 81Q: 3 clusters Score -3.752897e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314747 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -37528844.000000 Penalty: 6289.116211
	Iteration 82Q: 3 clusters Score -3.752884e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314961 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -37528740.000000 Penalty: 6289.116211
	Iteration 83Q: 3 clusters Score -3.752874e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315157 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -37528604.000000 Penalty: 6289.116211
	Iteration 84Q: 3 clusters Score -3.75286e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315328 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -37528532.000000 Penalty: 6289.116211
	Iteration 85Q: 3 clusters Score -3.752853e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315487 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -37528496.000000 Penalty: 6289.116211
	Iteration 86Q: 3 clusters Score -3.75285e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315635 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -37528448.000000 Penalty: 6289.116211
	Iteration 87Q: 3 clusters Score -3.752845e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315775 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -37528408.000000 Penalty: 6289.116211
	Iteration 88Q: 3 clusters Score -3.752841e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315913 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -37528384.000000 Penalty: 6289.116211
	Iteration 89Q: 3 clusters Score -3.752838e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316040 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -37528368.000000 Penalty: 6289.116211
	Iteration 90Q: 3 clusters Score -3.752837e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316152 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -37528340.000000 Penalty: 6289.116211
	Iteration 91Q: 3 clusters Score -3.752834e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316251 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -37528304.000000 Penalty: 6289.116211
	Iteration 92Q: 3 clusters Score -3.75283e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316361 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -37528304.000000 Penalty: 6289.116211
	Iteration 93Q: 3 clusters Score -3.75283e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316453 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -37528276.000000 Penalty: 6289.116211
	Iteration 94Q: 3 clusters Score -3.752828e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316540 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -37528176.000000 Penalty: 6289.116211
	Iteration 95Q: 3 clusters Score -3.752818e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316611 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -37528140.000000 Penalty: 6289.116211
	Iteration 96Q: 3 clusters Score -3.752814e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316674 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -37528152.000000 Penalty: 6289.116211
	Iteration 97Q: 3 clusters Score -3.752815e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316747 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -37528096.000000 Penalty: 6289.116211
	Iteration 98Q: 3 clusters Score -3.75281e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316825 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -37528060.000000 Penalty: 6289.116211
	Iteration 99Q: 3 clusters Score -3.752806e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316900 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -37528028.000000 Penalty: 6289.116211
	Iteration 100F: 3 clusters Score -3.752803e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316957 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -37528048.000000 Penalty: 6289.116211
	Iteration 101Q: 3 clusters Score -3.752805e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317008 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -37528012.000000 Penalty: 6289.116211
	Iteration 102Q: 3 clusters Score -3.752801e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317057 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -37527972.000000 Penalty: 6289.116211
	Iteration 103Q: 3 clusters Score -3.752797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317101 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -37527872.000000 Penalty: 6289.116211
	Iteration 104Q: 3 clusters Score -3.752787e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317141 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -37527872.000000 Penalty: 6289.116211
	Iteration 105Q: 3 clusters Score -3.752787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317182 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -37527880.000000 Penalty: 6289.116211
	Iteration 106Q: 3 clusters Score -3.752788e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317219 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -37527872.000000 Penalty: 6289.116211
	Iteration 107Q: 3 clusters Score -3.752787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317250 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -37527880.000000 Penalty: 6289.116211
	Iteration 108Q: 3 clusters Score -3.752788e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317282 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -37527880.000000 Penalty: 6289.116211
	Iteration 109Q: 3 clusters Score -3.752788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317316 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -37527864.000000 Penalty: 6289.116211
	Iteration 110Q: 3 clusters Score -3.752786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317355 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -37527872.000000 Penalty: 6289.116211
	Iteration 111Q: 3 clusters Score -3.752787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317388 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -37527852.000000 Penalty: 6289.116211
	Iteration 112Q: 3 clusters Score -3.752785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317425 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -37527832.000000 Penalty: 6289.116211
	Iteration 113Q: 3 clusters Score -3.752783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317453 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -37527836.000000 Penalty: 6289.116211
	Iteration 114Q: 3 clusters Score -3.752784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317485 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -37527828.000000 Penalty: 6289.116211
	Iteration 115Q: 3 clusters Score -3.752783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317526 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -37527816.000000 Penalty: 6289.116211
	Iteration 116Q: 3 clusters Score -3.752782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317558 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -37527800.000000 Penalty: 6289.116211
	Iteration 117Q: 3 clusters Score -3.75278e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317597 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -37527708.000000 Penalty: 6289.116211
	Iteration 118Q: 3 clusters Score -3.752771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317638 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -37527704.000000 Penalty: 6289.116211
	Iteration 119Q: 3 clusters Score -3.75277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317670 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -37527736.000000 Penalty: 6289.116211
	Iteration 120F: 3 clusters Score -3.752774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317697 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -37527724.000000 Penalty: 6289.116211
	Iteration 121Q: 3 clusters Score -3.752772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317724 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -37527676.000000 Penalty: 6289.116211
	Iteration 122Q: 3 clusters Score -3.752768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317744 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -37527676.000000 Penalty: 6289.116211
	Iteration 123Q: 3 clusters Score -3.752768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317765 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -37527692.000000 Penalty: 6289.116211
	Iteration 124Q: 3 clusters Score -3.752769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317776 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -37527688.000000 Penalty: 6289.116211
	Iteration 125Q: 3 clusters Score -3.752769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317786 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -37527684.000000 Penalty: 6289.116211
	Iteration 126Q: 3 clusters Score -3.752768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317796 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -37527648.000000 Penalty: 6289.116211
	Iteration 127Q: 3 clusters Score -3.752765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317811 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -37527652.000000 Penalty: 6289.116211
	Iteration 128Q: 3 clusters Score -3.752765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317825 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -37527660.000000 Penalty: 6289.116211
	Iteration 129Q: 3 clusters Score -3.752766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317838 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -37527640.000000 Penalty: 6289.116211
	Iteration 130Q: 3 clusters Score -3.752764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317848 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -37527632.000000 Penalty: 6289.116211
	Iteration 131Q: 3 clusters Score -3.752763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317861 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -37527644.000000 Penalty: 6289.116211
	Iteration 132Q: 3 clusters Score -3.752764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317868 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -37527644.000000 Penalty: 6289.116211
	Iteration 133Q: 3 clusters Score -3.752764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317874 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -37527636.000000 Penalty: 6289.116211
	Iteration 134Q: 3 clusters Score -3.752764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317880 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -37527640.000000 Penalty: 6289.116211
	Iteration 135Q: 3 clusters Score -3.752764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317884 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -37527660.000000 Penalty: 6289.116211
	Iteration 136Q: 3 clusters Score -3.752766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317888 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -37527660.000000 Penalty: 6289.116211
	Iteration 137Q: 3 clusters Score -3.752766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317897 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -37527684.000000 Penalty: 6289.116211
	Iteration 138Q: 3 clusters Score -3.752768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317906 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -37527672.000000 Penalty: 6289.116211
	Iteration 139Q: 3 clusters Score -3.752767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317915 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -37527676.000000 Penalty: 6289.116211
	Iteration 140F: 3 clusters Score -3.752768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317924 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -37527700.000000 Penalty: 6289.116211
	Iteration 141Q: 3 clusters Score -3.75277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317932 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -37527676.000000 Penalty: 6289.116211
	Iteration 142Q: 3 clusters Score -3.752768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317948 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -37527640.000000 Penalty: 6289.116211
	Iteration 143Q: 3 clusters Score -3.752764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317957 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -37527636.000000 Penalty: 6289.116211
	Iteration 144Q: 3 clusters Score -3.752764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317962 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -37527608.000000 Penalty: 6289.116211
	Iteration 145Q: 3 clusters Score -3.752761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317969 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -37527624.000000 Penalty: 6289.116211
	Iteration 146Q: 3 clusters Score -3.752762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317975 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -37527608.000000 Penalty: 6289.116211
	Iteration 147Q: 3 clusters Score -3.752761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317977 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -37527616.000000 Penalty: 6289.116211
	Iteration 148Q: 3 clusters Score -3.752762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317981 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -37527636.000000 Penalty: 6289.116211
	Iteration 149Q: 3 clusters Score -3.752764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317981 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -37527636.000000 Penalty: 6289.116211
	Iteration 150F: 3 clusters Score -3.752764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Entering Unmasked Estep 
Score: -9089256.000000 Penalty: 2799.620850
	Iteration 0F: 2 clusters Score -9089256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -9035881.000000 Penalty: 5599.241699
	Iteration 0F: 3 clusters Score -9035881 nChanged 37486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -9056908.000000 Penalty: 5599.241699
	Iteration 1F: 3 clusters Score -9056908 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -9057658.000000 Penalty: 5599.241699
	Iteration 2Q: 3 clusters Score -9057658 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -9058580.000000 Penalty: 5599.241699
	Iteration 3Q: 3 clusters Score -9058580 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -9059898.000000 Penalty: 5599.241699
	Iteration 4Q: 3 clusters Score -9059898 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -9062014.000000 Penalty: 5599.241699
	Iteration 5F: 3 clusters Score -9062014 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -9065661.000000 Penalty: 5599.241699
	Iteration 6F: 3 clusters Score -9065661 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -9071104.000000 Penalty: 5599.241699
	Iteration 7F: 3 clusters Score -9071104 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -9077420.000000 Penalty: 5599.241699
	Iteration 8F: 3 clusters Score -9077420 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -9082470.000000 Penalty: 5599.241699
	Iteration 9F: 3 clusters Score -9082470 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -9085114.000000 Penalty: 5599.241699
	Iteration 10Q: 3 clusters Score -9085114 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -9086146.000000 Penalty: 5599.241699
	Iteration 11Q: 3 clusters Score -9086146 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -9086460.000000 Penalty: 5599.241699
	Iteration 12Q: 3 clusters Score -9086460 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -9086622.000000 Penalty: 5599.241699
	Iteration 13Q: 3 clusters Score -9086622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -9086691.000000 Penalty: 5599.241699
	Iteration 14Q: 3 clusters Score -9086691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -9086729.000000 Penalty: 5599.241699
	Iteration 15Q: 3 clusters Score -9086729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -9086755.000000 Penalty: 5599.241699
	Iteration 16Q: 3 clusters Score -9086755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -9086777.000000 Penalty: 5599.241699
	Iteration 17Q: 3 clusters Score -9086777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -9086792.000000 Penalty: 5599.241699
	Iteration 18Q: 3 clusters Score -9086792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -9086792.000000 Penalty: 5599.241699
	Iteration 19Q: 3 clusters Score -9086792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -9086799.000000 Penalty: 5599.241699
	Iteration 20F: 3 clusters Score -9086799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -9086798.000000 Penalty: 5599.241699
	Iteration 21Q: 3 clusters Score -9086798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -9086794.000000 Penalty: 5599.241699
	Iteration 22Q: 3 clusters Score -9086794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -9086797.000000 Penalty: 5599.241699
	Iteration 23Q: 3 clusters Score -9086797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -9086797.000000 Penalty: 5599.241699
	Iteration 24Q: 3 clusters Score -9086797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -9086797.000000 Penalty: 5599.241699
	Iteration 25F: 3 clusters Score -9086797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Entering Unmasked Estep 
Score: -6075883.500000 Penalty: 2690.404297
	Iteration 0F: 2 clusters Score -6075884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6041217.500000 Penalty: 5380.808594
	Iteration 0F: 3 clusters Score -6041218 nChanged 23842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6054463.000000 Penalty: 5380.808594
	Iteration 1F: 3 clusters Score -6054463 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -6055044.000000 Penalty: 5380.808594
	Iteration 2Q: 3 clusters Score -6055044 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -6055702.500000 Penalty: 5380.808594
	Iteration 3Q: 3 clusters Score -6055702 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -6056349.500000 Penalty: 5380.808594
	Iteration 4Q: 3 clusters Score -6056350 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6057080.500000 Penalty: 5380.808594
	Iteration 5Q: 3 clusters Score -6057080 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6057887.000000 Penalty: 5380.808594
	Iteration 6Q: 3 clusters Score -6057887 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -6058714.000000 Penalty: 5380.808594
	Iteration 7Q: 3 clusters Score -6058714 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -6059583.000000 Penalty: 5380.808594
	Iteration 8Q: 3 clusters Score -6059583 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -6060443.000000 Penalty: 5380.808594
	Iteration 9Q: 3 clusters Score -6060443 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -6061432.000000 Penalty: 5380.808594
	Iteration 10Q: 3 clusters Score -6061432 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6062490.500000 Penalty: 5380.808594
	Iteration 11Q: 3 clusters Score -6062490 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -6063758.500000 Penalty: 5380.808594
	Iteration 12Q: 3 clusters Score -6063758 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6065317.000000 Penalty: 5380.808594
	Iteration 13Q: 3 clusters Score -6065317 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -6067055.500000 Penalty: 5380.808594
	Iteration 14Q: 3 clusters Score -6067056 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6068756.500000 Penalty: 5380.808594
	Iteration 15Q: 3 clusters Score -6068756 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6070163.500000 Penalty: 5380.808594
	Iteration 16Q: 3 clusters Score -6070164 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6071268.500000 Penalty: 5380.808594
	Iteration 17Q: 3 clusters Score -6071268 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -6072086.500000 Penalty: 5380.808594
	Iteration 18Q: 3 clusters Score -6072086 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -6072656.500000 Penalty: 5380.808594
	Iteration 19Q: 3 clusters Score -6072656 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -6073055.500000 Penalty: 5380.808594
	Iteration 20F: 3 clusters Score -6073056 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6073310.000000 Penalty: 5380.808594
	Iteration 21Q: 3 clusters Score -6073310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6073484.000000 Penalty: 5380.808594
	Iteration 22Q: 3 clusters Score -6073484 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6073606.000000 Penalty: 5380.808594
	Iteration 23Q: 3 clusters Score -6073606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6073718.000000 Penalty: 5380.808594
	Iteration 24Q: 3 clusters Score -6073718 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -6073796.500000 Penalty: 5380.808594
	Iteration 25Q: 3 clusters Score -6073796 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6073842.000000 Penalty: 5380.808594
	Iteration 26Q: 3 clusters Score -6073842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6073865.500000 Penalty: 5380.808594
	Iteration 27Q: 3 clusters Score -6073866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6073886.000000 Penalty: 5380.808594
	Iteration 28Q: 3 clusters Score -6073886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -6073899.000000 Penalty: 5380.808594
	Iteration 29Q: 3 clusters Score -6073899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6073909.500000 Penalty: 5380.808594
	Iteration 30Q: 3 clusters Score -6073910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6073923.000000 Penalty: 5380.808594
	Iteration 31Q: 3 clusters Score -6073923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6073926.500000 Penalty: 5380.808594
	Iteration 32Q: 3 clusters Score -6073926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6073933.500000 Penalty: 5380.808594
	Iteration 33Q: 3 clusters Score -6073934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6073937.000000 Penalty: 5380.808594
	Iteration 34Q: 3 clusters Score -6073937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6073939.500000 Penalty: 5380.808594
	Iteration 35Q: 3 clusters Score -6073940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6073941.000000 Penalty: 5380.808594
	Iteration 36Q: 3 clusters Score -6073941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6073941.000000 Penalty: 5380.808594
	Iteration 37F: 3 clusters Score -6073941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Entering Unmasked Estep 
Score: -11451357.000000 Penalty: 2847.825439
	Iteration 0F: 2 clusters Score -1.145136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -11386437.000000 Penalty: 5695.650879
	Iteration 0F: 3 clusters Score -1.138644e+07 nChanged 45892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -11412658.000000 Penalty: 5695.650879
	Iteration 1F: 3 clusters Score -1.141266e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -11413538.000000 Penalty: 5695.650879
	Iteration 2Q: 3 clusters Score -1.141354e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -11414402.000000 Penalty: 5695.650879
	Iteration 3Q: 3 clusters Score -1.14144e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -11415647.000000 Penalty: 5695.650879
	Iteration 4Q: 3 clusters Score -1.141565e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -11417165.000000 Penalty: 5695.650879
	Iteration 5Q: 3 clusters Score -1.141716e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -11419117.000000 Penalty: 5695.650879
	Iteration 6Q: 3 clusters Score -1.141912e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11421861.000000 Penalty: 5695.650879
	Iteration 7F: 3 clusters Score -1.142186e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -11425556.000000 Penalty: 5695.650879
	Iteration 8F: 3 clusters Score -1.142556e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -11429938.000000 Penalty: 5695.650879
	Iteration 9F: 3 clusters Score -1.142994e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -11433463.000000 Penalty: 5695.650879
	Iteration 10F: 3 clusters Score -1.143346e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -11435589.000000 Penalty: 5695.650879
	Iteration 11Q: 3 clusters Score -1.143559e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -11436730.000000 Penalty: 5695.650879
	Iteration 12Q: 3 clusters Score -1.143673e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -11437496.000000 Penalty: 5695.650879
	Iteration 13Q: 3 clusters Score -1.14375e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -11438037.000000 Penalty: 5695.650879
	Iteration 14Q: 3 clusters Score -1.143804e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -11438664.000000 Penalty: 5695.650879
	Iteration 15Q: 3 clusters Score -1.143866e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -11439386.000000 Penalty: 5695.650879
	Iteration 16Q: 3 clusters Score -1.143939e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -11440140.000000 Penalty: 5695.650879
	Iteration 17Q: 3 clusters Score -1.144014e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -11440867.000000 Penalty: 5695.650879
	Iteration 18Q: 3 clusters Score -1.144087e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -11441656.000000 Penalty: 5695.650879
	Iteration 19Q: 3 clusters Score -1.144166e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -11442497.000000 Penalty: 5695.650879
	Iteration 20F: 3 clusters Score -1.14425e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -11443335.000000 Penalty: 5695.650879
	Iteration 21Q: 3 clusters Score -1.144334e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -11444233.000000 Penalty: 5695.650879
	Iteration 22Q: 3 clusters Score -1.144423e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -11445112.000000 Penalty: 5695.650879
	Iteration 23Q: 3 clusters Score -1.144511e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -11445854.000000 Penalty: 5695.650879
	Iteration 24Q: 3 clusters Score -1.144585e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -11446591.000000 Penalty: 5695.650879
	Iteration 25Q: 3 clusters Score -1.144659e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -11447101.000000 Penalty: 5695.650879
	Iteration 26Q: 3 clusters Score -1.14471e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -11447525.000000 Penalty: 5695.650879
	Iteration 27Q: 3 clusters Score -1.144752e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -11447952.000000 Penalty: 5695.650879
	Iteration 28Q: 3 clusters Score -1.144795e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92444 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -11448313.000000 Penalty: 5695.650879
	Iteration 29Q: 3 clusters Score -1.144831e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -11448573.000000 Penalty: 5695.650879
	Iteration 30Q: 3 clusters Score -1.144857e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11448741.000000 Penalty: 5695.650879
	Iteration 31Q: 3 clusters Score -1.144874e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -11448989.000000 Penalty: 5695.650879
	Iteration 32Q: 3 clusters Score -1.144899e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -11449094.000000 Penalty: 5695.650879
	Iteration 33Q: 3 clusters Score -1.144909e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -11449204.000000 Penalty: 5695.650879
	Iteration 34Q: 3 clusters Score -1.14492e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -11449262.000000 Penalty: 5695.650879
	Iteration 35Q: 3 clusters Score -1.144926e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -11449285.000000 Penalty: 5695.650879
	Iteration 36Q: 3 clusters Score -1.144928e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -11449346.000000 Penalty: 5695.650879
	Iteration 37Q: 3 clusters Score -1.144935e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11449368.000000 Penalty: 5695.650879
	Iteration 38Q: 3 clusters Score -1.144937e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11449396.000000 Penalty: 5695.650879
	Iteration 39Q: 3 clusters Score -1.14494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -11449426.000000 Penalty: 5695.650879
	Iteration 40F: 3 clusters Score -1.144943e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11449454.000000 Penalty: 5695.650879
	Iteration 41Q: 3 clusters Score -1.144945e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -11449451.000000 Penalty: 5695.650879
	Iteration 42Q: 3 clusters Score -1.144945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11449447.000000 Penalty: 5695.650879
	Iteration 43Q: 3 clusters Score -1.144945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95023 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -11449449.000000 Penalty: 5695.650879
	Iteration 44Q: 3 clusters Score -1.144945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11449459.000000 Penalty: 5695.650879
	Iteration 45Q: 3 clusters Score -1.144946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11449471.000000 Penalty: 5695.650879
	Iteration 46Q: 3 clusters Score -1.144947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95069 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11449469.000000 Penalty: 5695.650879
	Iteration 47Q: 3 clusters Score -1.144947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11449478.000000 Penalty: 5695.650879
	Iteration 48Q: 3 clusters Score -1.144948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11449478.000000 Penalty: 5695.650879
	Iteration 49Q: 3 clusters Score -1.144948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -11449490.000000 Penalty: 5695.650879
	Iteration 50Q: 3 clusters Score -1.144949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11449496.000000 Penalty: 5695.650879
	Iteration 51Q: 3 clusters Score -1.14495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11449509.000000 Penalty: 5695.650879
	Iteration 52Q: 3 clusters Score -1.144951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11449513.000000 Penalty: 5695.650879
	Iteration 53Q: 3 clusters Score -1.144951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11449511.000000 Penalty: 5695.650879
	Iteration 54Q: 3 clusters Score -1.144951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -11449508.000000 Penalty: 5695.650879
	Iteration 55Q: 3 clusters Score -1.144951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11449521.000000 Penalty: 5695.650879
	Iteration 56Q: 3 clusters Score -1.144952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11449522.000000 Penalty: 5695.650879
	Iteration 57Q: 3 clusters Score -1.144952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11449521.000000 Penalty: 5695.650879
	Iteration 58Q: 3 clusters Score -1.144952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11449521.000000 Penalty: 5695.650879
	Iteration 59F: 3 clusters Score -1.144952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Entering Unmasked Estep 
Score: -10879515.000000 Penalty: 2835.208008
	Iteration 0F: 2 clusters Score -1.087952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -10817632.000000 Penalty: 5670.416016
	Iteration 0F: 3 clusters Score -1.081763e+07 nChanged 43797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -10843193.000000 Penalty: 5670.416016
	Iteration 1F: 3 clusters Score -1.084319e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -10844479.000000 Penalty: 5670.416016
	Iteration 2Q: 3 clusters Score -1.084448e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -10846274.000000 Penalty: 5670.416016
	Iteration 3Q: 3 clusters Score -1.084627e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -10848790.000000 Penalty: 5670.416016
	Iteration 4F: 3 clusters Score -1.084879e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -10852408.000000 Penalty: 5670.416016
	Iteration 5F: 3 clusters Score -1.085241e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -10857596.000000 Penalty: 5670.416016
	Iteration 6F: 3 clusters Score -1.08576e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -10863436.000000 Penalty: 5670.416016
	Iteration 7F: 3 clusters Score -1.086344e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -10867884.000000 Penalty: 5670.416016
	Iteration 8F: 3 clusters Score -1.086788e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -10870481.000000 Penalty: 5670.416016
	Iteration 9Q: 3 clusters Score -1.087048e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -10871739.000000 Penalty: 5670.416016
	Iteration 10Q: 3 clusters Score -1.087174e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -10872676.000000 Penalty: 5670.416016
	Iteration 11Q: 3 clusters Score -1.087268e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -10873373.000000 Penalty: 5670.416016
	Iteration 12Q: 3 clusters Score -1.087337e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -10874277.000000 Penalty: 5670.416016
	Iteration 13Q: 3 clusters Score -1.087428e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -10875346.000000 Penalty: 5670.416016
	Iteration 14Q: 3 clusters Score -1.087535e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -10876458.000000 Penalty: 5670.416016
	Iteration 15Q: 3 clusters Score -1.087646e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -10877350.000000 Penalty: 5670.416016
	Iteration 16Q: 3 clusters Score -1.087735e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -10877962.000000 Penalty: 5670.416016
	Iteration 17Q: 3 clusters Score -1.087796e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -10878285.000000 Penalty: 5670.416016
	Iteration 18Q: 3 clusters Score -1.087828e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -10878487.000000 Penalty: 5670.416016
	Iteration 19Q: 3 clusters Score -1.087849e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -10878638.000000 Penalty: 5670.416016
	Iteration 20F: 3 clusters Score -1.087864e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -10878739.000000 Penalty: 5670.416016
	Iteration 21Q: 3 clusters Score -1.087874e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -10878826.000000 Penalty: 5670.416016
	Iteration 22Q: 3 clusters Score -1.087883e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -10878835.000000 Penalty: 5670.416016
	Iteration 23Q: 3 clusters Score -1.087884e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -10878925.000000 Penalty: 5670.416016
	Iteration 24Q: 3 clusters Score -1.087892e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -10878992.000000 Penalty: 5670.416016
	Iteration 25Q: 3 clusters Score -1.087899e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -10879035.000000 Penalty: 5670.416016
	Iteration 26Q: 3 clusters Score -1.087904e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -10879075.000000 Penalty: 5670.416016
	Iteration 27Q: 3 clusters Score -1.087908e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -10879063.000000 Penalty: 5670.416016
	Iteration 28Q: 3 clusters Score -1.087906e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -10879087.000000 Penalty: 5670.416016
	Iteration 29Q: 3 clusters Score -1.087909e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -10879119.000000 Penalty: 5670.416016
	Iteration 30Q: 3 clusters Score -1.087912e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -10879109.000000 Penalty: 5670.416016
	Iteration 31Q: 3 clusters Score -1.087911e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -10879158.000000 Penalty: 5670.416016
	Iteration 32Q: 3 clusters Score -1.087916e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -10879169.000000 Penalty: 5670.416016
	Iteration 33Q: 3 clusters Score -1.087917e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -10879182.000000 Penalty: 5670.416016
	Iteration 34Q: 3 clusters Score -1.087918e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -10879194.000000 Penalty: 5670.416016
	Iteration 35Q: 3 clusters Score -1.087919e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -10879237.000000 Penalty: 5670.416016
	Iteration 36Q: 3 clusters Score -1.087924e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -10879246.000000 Penalty: 5670.416016
	Iteration 37Q: 3 clusters Score -1.087925e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -10879244.000000 Penalty: 5670.416016
	Iteration 38Q: 3 clusters Score -1.087924e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -10879256.000000 Penalty: 5670.416016
	Iteration 39Q: 3 clusters Score -1.087926e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -10879271.000000 Penalty: 5670.416016
	Iteration 40F: 3 clusters Score -1.087927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -10879284.000000 Penalty: 5670.416016
	Iteration 41Q: 3 clusters Score -1.087928e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -10879290.000000 Penalty: 5670.416016
	Iteration 42Q: 3 clusters Score -1.087929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -10879285.000000 Penalty: 5670.416016
	Iteration 43Q: 3 clusters Score -1.087928e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -10879321.000000 Penalty: 5670.416016
	Iteration 44Q: 3 clusters Score -1.087932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -10879330.000000 Penalty: 5670.416016
	Iteration 45Q: 3 clusters Score -1.087933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -10879330.000000 Penalty: 5670.416016
	Iteration 46Q: 3 clusters Score -1.087933e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -10879314.000000 Penalty: 5670.416016
	Iteration 47Q: 3 clusters Score -1.087931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -10879310.000000 Penalty: 5670.416016
	Iteration 48Q: 3 clusters Score -1.087931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -10879306.000000 Penalty: 5670.416016
	Iteration 49Q: 3 clusters Score -1.087931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -10879307.000000 Penalty: 5670.416016
	Iteration 50Q: 3 clusters Score -1.087931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -10879303.000000 Penalty: 5670.416016
	Iteration 51Q: 3 clusters Score -1.08793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -10879304.000000 Penalty: 5670.416016
	Iteration 52Q: 3 clusters Score -1.08793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -10879311.000000 Penalty: 5670.416016
	Iteration 53Q: 3 clusters Score -1.087931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -10879304.000000 Penalty: 5670.416016
	Iteration 54Q: 3 clusters Score -1.08793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -10879307.000000 Penalty: 5670.416016
	Iteration 55Q: 3 clusters Score -1.087931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -10879313.000000 Penalty: 5670.416016
	Iteration 56Q: 3 clusters Score -1.087931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -10879308.000000 Penalty: 5670.416016
	Iteration 57Q: 3 clusters Score -1.087931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -10879309.000000 Penalty: 5670.416016
	Iteration 58Q: 3 clusters Score -1.087931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -10879304.000000 Penalty: 5670.416016
	Iteration 59Q: 3 clusters Score -1.08793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -10879312.000000 Penalty: 5670.416016
	Iteration 60F: 3 clusters Score -1.087931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -10879298.000000 Penalty: 5670.416016
	Iteration 61Q: 3 clusters Score -1.08793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -10879310.000000 Penalty: 5670.416016
	Iteration 62Q: 3 clusters Score -1.087931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -10879303.000000 Penalty: 5670.416016
	Iteration 63Q: 3 clusters Score -1.08793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -10879307.000000 Penalty: 5670.416016
	Iteration 64Q: 3 clusters Score -1.087931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -10879306.000000 Penalty: 5670.416016
	Iteration 65Q: 3 clusters Score -1.087931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -10879284.000000 Penalty: 5670.416016
	Iteration 66Q: 3 clusters Score -1.087928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -10879289.000000 Penalty: 5670.416016
	Iteration 67Q: 3 clusters Score -1.087929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -10879294.000000 Penalty: 5670.416016
	Iteration 68Q: 3 clusters Score -1.087929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -10879291.000000 Penalty: 5670.416016
	Iteration 69Q: 3 clusters Score -1.087929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -10879287.000000 Penalty: 5670.416016
	Iteration 70Q: 3 clusters Score -1.087929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -10879291.000000 Penalty: 5670.416016
	Iteration 71Q: 3 clusters Score -1.087929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -10879282.000000 Penalty: 5670.416016
	Iteration 72Q: 3 clusters Score -1.087928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -10879277.000000 Penalty: 5670.416016
	Iteration 73Q: 3 clusters Score -1.087928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -10879288.000000 Penalty: 5670.416016
	Iteration 74Q: 3 clusters Score -1.087929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -10879289.000000 Penalty: 5670.416016
	Iteration 75Q: 3 clusters Score -1.087929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -10879300.000000 Penalty: 5670.416016
	Iteration 76Q: 3 clusters Score -1.08793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -10879309.000000 Penalty: 5670.416016
	Iteration 77Q: 3 clusters Score -1.087931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -10879290.000000 Penalty: 5670.416016
	Iteration 78Q: 3 clusters Score -1.087929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -10879291.000000 Penalty: 5670.416016
	Iteration 79Q: 3 clusters Score -1.087929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -10879287.000000 Penalty: 5670.416016
	Iteration 80F: 3 clusters Score -1.087929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -10879281.000000 Penalty: 5670.416016
	Iteration 81Q: 3 clusters Score -1.087928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -10879283.000000 Penalty: 5670.416016
	Iteration 82Q: 3 clusters Score -1.087928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -10879287.000000 Penalty: 5670.416016
	Iteration 83Q: 3 clusters Score -1.087929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -10879274.000000 Penalty: 5670.416016
	Iteration 84Q: 3 clusters Score -1.087927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -10879281.000000 Penalty: 5670.416016
	Iteration 85Q: 3 clusters Score -1.087928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -10879287.000000 Penalty: 5670.416016
	Iteration 86Q: 3 clusters Score -1.087929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -10879280.000000 Penalty: 5670.416016
	Iteration 87Q: 3 clusters Score -1.087928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -10879282.000000 Penalty: 5670.416016
	Iteration 88Q: 3 clusters Score -1.087928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -10879281.000000 Penalty: 5670.416016
	Iteration 89Q: 3 clusters Score -1.087928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -10879276.000000 Penalty: 5670.416016
	Iteration 90Q: 3 clusters Score -1.087928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -10879277.000000 Penalty: 5670.416016
	Iteration 91Q: 3 clusters Score -1.087928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -10879277.000000 Penalty: 5670.416016
	Iteration 92F: 3 clusters Score -1.087928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -535895.187500 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -535895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -531511.375000 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -531511.4 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -532512.812500 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -532512.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -532762.562500 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -532762.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -532952.687500 Penalty: 4198.145996
	Iteration 3F: 3 clusters Score -532952.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -533127.812500 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -533127.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -533293.000000 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -533293 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -533484.625000 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -533484.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -533752.375000 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -533752.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -534073.687500 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -534073.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -534492.312500 Penalty: 4198.145996
	Iteration 9F: 3 clusters Score -534492.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -534937.312500 Penalty: 4198.145996
	Iteration 10F: 3 clusters Score -534937.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -535348.312500 Penalty: 4198.145996
	Iteration 11F: 3 clusters Score -535348.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -535755.312500 Penalty: 4198.145996
	Iteration 12F: 3 clusters Score -535755.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -536081.750000 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -536081.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -536270.937500 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -536270.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -536352.375000 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -536352.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -536397.562500 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -536397.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -536420.312500 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -536420.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -536432.125000 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -536432.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -536440.000000 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -536440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -536447.625000 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -536447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -536454.250000 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -536454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -536458.125000 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -536458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -536459.437500 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -536459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -536462.125000 Penalty: 4198.145996
	Iteration 24Q: 3 clusters Score -536462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -536462.625000 Penalty: 4198.145996
	Iteration 25Q: 3 clusters Score -536462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -536462.625000 Penalty: 4198.145996
	Iteration 26F: 3 clusters Score -536462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178502 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322706 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321152 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59458 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188162 members 
Mstep: Class 29 contains 869 members 
Mstep: Class 30 contains 2769 members 
Entering Unmasked Estep 
Score: -183992048.000000 Penalty: 106334.703125
Splitting cluster 22 changes total score from -183993136.000000 to -183992048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -1021016.812500 Penalty: 2248.599121
	Iteration 0F: 2 clusters Score -1021017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1014105.375000 Penalty: 4497.198242
	Iteration 0F: 3 clusters Score -1014105 nChanged 3542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1016000.000000 Penalty: 4497.198242
	Iteration 1F: 3 clusters Score -1016000 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1016356 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1016672.687500 Penalty: 4497.198242
	Iteration 3F: 3 clusters Score -1016673 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1016931.812500 Penalty: 4497.198242
	Iteration 4Q: 3 clusters Score -1016932 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1017156.125000 Penalty: 4497.198242
	Iteration 5Q: 3 clusters Score -1017156 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1017355.375000 Penalty: 4497.198242
	Iteration 6Q: 3 clusters Score -1017355 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1017544.250000 Penalty: 4497.198242
	Iteration 7Q: 3 clusters Score -1017544 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1017732.937500 Penalty: 4497.198242
	Iteration 8Q: 3 clusters Score -1017733 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1017885 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1017993.812500 Penalty: 4497.198242
	Iteration 10Q: 3 clusters Score -1017994 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1018073.250000 Penalty: 4497.198242
	Iteration 11Q: 3 clusters Score -1018073 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1018154.312500 Penalty: 4497.198242
	Iteration 12Q: 3 clusters Score -1018154 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1018213.750000 Penalty: 4497.198242
	Iteration 13Q: 3 clusters Score -1018214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1018254.750000 Penalty: 4497.198242
	Iteration 14Q: 3 clusters Score -1018255 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1018303.187500 Penalty: 4497.198242
	Iteration 15Q: 3 clusters Score -1018303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1018349.500000 Penalty: 4497.198242
	Iteration 16Q: 3 clusters Score -1018350 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1018385.750000 Penalty: 4497.198242
	Iteration 17Q: 3 clusters Score -1018386 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1018430 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1018463.437500 Penalty: 4497.198242
	Iteration 19Q: 3 clusters Score -1018463 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1018497.687500 Penalty: 4497.198242
	Iteration 20F: 3 clusters Score -1018498 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1018532 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1018562 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1018592.125000 Penalty: 4497.198242
	Iteration 23Q: 3 clusters Score -1018592 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1018616.375000 Penalty: 4497.198242
	Iteration 24Q: 3 clusters Score -1018616 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1018645.875000 Penalty: 4497.198242
	Iteration 25Q: 3 clusters Score -1018646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1018672.062500 Penalty: 4497.198242
	Iteration 26Q: 3 clusters Score -1018672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1018697.750000 Penalty: 4497.198242
	Iteration 27Q: 3 clusters Score -1018698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1018720.625000 Penalty: 4497.198242
	Iteration 28Q: 3 clusters Score -1018721 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1018736.812500 Penalty: 4497.198242
	Iteration 29Q: 3 clusters Score -1018737 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1018747.000000 Penalty: 4497.198242
	Iteration 30Q: 3 clusters Score -1018747 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1018758 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1018767.562500 Penalty: 4497.198242
	Iteration 32Q: 3 clusters Score -1018768 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1018772.250000 Penalty: 4497.198242
	Iteration 33Q: 3 clusters Score -1018772 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1018778.750000 Penalty: 4497.198242
	Iteration 34Q: 3 clusters Score -1018779 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1018788 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1018792.000000 Penalty: 4497.198242
	Iteration 36Q: 3 clusters Score -1018792 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1018801.875000 Penalty: 4497.198242
	Iteration 37Q: 3 clusters Score -1018802 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1018810.687500 Penalty: 4497.198242
	Iteration 38Q: 3 clusters Score -1018811 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1018822.687500 Penalty: 4497.198242
	Iteration 39Q: 3 clusters Score -1018823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1018834.125000 Penalty: 4497.198242
	Iteration 40F: 3 clusters Score -1018834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1018844.500000 Penalty: 4497.198242
	Iteration 41Q: 3 clusters Score -1018844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1018851.875000 Penalty: 4497.198242
	Iteration 42Q: 3 clusters Score -1018852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1018857.625000 Penalty: 4497.198242
	Iteration 43Q: 3 clusters Score -1018858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1018872.750000 Penalty: 4497.198242
	Iteration 44Q: 3 clusters Score -1018873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1018879.750000 Penalty: 4497.198242
	Iteration 45Q: 3 clusters Score -1018880 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1018894 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1018905.125000 Penalty: 4497.198242
	Iteration 47Q: 3 clusters Score -1018905 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1018910 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1018920.062500 Penalty: 4497.198242
	Iteration 49Q: 3 clusters Score -1018920 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1018924.062500 Penalty: 4497.198242
	Iteration 50Q: 3 clusters Score -1018924 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1018931.312500 Penalty: 4497.198242
	Iteration 51Q: 3 clusters Score -1018931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1018935.000000 Penalty: 4497.198242
	Iteration 52Q: 3 clusters Score -1018935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1018940.312500 Penalty: 4497.198242
	Iteration 53Q: 3 clusters Score -1018940 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1018944.000000 Penalty: 4497.198242
	Iteration 54Q: 3 clusters Score -1018944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1018946.000000 Penalty: 4497.198242
	Iteration 55Q: 3 clusters Score -1018946 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1018948.437500 Penalty: 4497.198242
	Iteration 56Q: 3 clusters Score -1018948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1018948.375000 Penalty: 4497.198242
	Iteration 57Q: 3 clusters Score -1018948 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1018951.062500 Penalty: 4497.198242
	Iteration 58Q: 3 clusters Score -1018951 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1018953.375000 Penalty: 4497.198242
	Iteration 59Q: 3 clusters Score -1018953 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1018955.187500 Penalty: 4497.198242
	Iteration 60F: 3 clusters Score -1018955 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1018959 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1018960.312500 Penalty: 4497.198242
	Iteration 62Q: 3 clusters Score -1018960 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1018964.187500 Penalty: 4497.198242
	Iteration 63Q: 3 clusters Score -1018964 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1018967.187500 Penalty: 4497.198242
	Iteration 64Q: 3 clusters Score -1018967 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1018966.437500 Penalty: 4497.198242
	Iteration 65Q: 3 clusters Score -1018966 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1018967.625000 Penalty: 4497.198242
	Iteration 66Q: 3 clusters Score -1018968 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1018967.250000 Penalty: 4497.198242
	Iteration 67Q: 3 clusters Score -1018967 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1018969.687500 Penalty: 4497.198242
	Iteration 68Q: 3 clusters Score -1018970 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1018970 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1018971.500000 Penalty: 4497.198242
	Iteration 70Q: 3 clusters Score -1018972 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1018970 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1018970 nChanged 0
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Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 73F: 3 clusters Score -1018970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (59458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59458 members 
Entering Unmasked Estep 
Score: -7061306.500000 Penalty: 2726.270508
	Iteration 0F: 2 clusters Score -7061306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7021303 nChanged 27521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7036514 nChanged 2214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7037178 nChanged 2314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7037948 nChanged 2477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7038876 nChanged 2712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -7040076.000000 Penalty: 5452.541016
	Iteration 5Q: 3 clusters Score -7040076 nChanged 3084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -7041707.500000 Penalty: 5452.541016
	Iteration 6F: 3 clusters Score -7041708 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -7043692.500000 Penalty: 5452.541016
	Iteration 7F: 3 clusters Score -7043692 nChanged 3617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7046050.000000 Penalty: 5452.541016
	Iteration 8F: 3 clusters Score -7046050 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -7048541.000000 Penalty: 5452.541016
	Iteration 9F: 3 clusters Score -7048541 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7050391.000000 Penalty: 5452.541016
	Iteration 10F: 3 clusters Score -7050391 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -7051574.000000 Penalty: 5452.541016
	Iteration 11Q: 3 clusters Score -7051574 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -7052118.000000 Penalty: 5452.541016
	Iteration 12Q: 3 clusters Score -7052118 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -7052472.000000 Penalty: 5452.541016
	Iteration 13Q: 3 clusters Score -7052472 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -7052683.500000 Penalty: 5452.541016
	Iteration 14Q: 3 clusters Score -7052684 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -7052851.000000 Penalty: 5452.541016
	Iteration 15Q: 3 clusters Score -7052851 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -7053001.500000 Penalty: 5452.541016
	Iteration 16Q: 3 clusters Score -7053002 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7053177.000000 Penalty: 5452.541016
	Iteration 17Q: 3 clusters Score -7053177 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -7053341.500000 Penalty: 5452.541016
	Iteration 18Q: 3 clusters Score -7053342 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -7053489.000000 Penalty: 5452.541016
	Iteration 19Q: 3 clusters Score -7053489 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -7053732.000000 Penalty: 5452.541016
	Iteration 20F: 3 clusters Score -7053732 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -7053903.000000 Penalty: 5452.541016
	Iteration 21Q: 3 clusters Score -7053903 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -7054081.000000 Penalty: 5452.541016
	Iteration 22Q: 3 clusters Score -7054081 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -7054291.000000 Penalty: 5452.541016
	Iteration 23Q: 3 clusters Score -7054291 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -7054481.000000 Penalty: 5452.541016
	Iteration 24Q: 3 clusters Score -7054481 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -7054685.500000 Penalty: 5452.541016
	Iteration 25Q: 3 clusters Score -7054686 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -7055016.500000 Penalty: 5452.541016
	Iteration 26Q: 3 clusters Score -7055016 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -7055320.500000 Penalty: 5452.541016
	Iteration 27Q: 3 clusters Score -7055320 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -7055668.500000 Penalty: 5452.541016
	Iteration 28Q: 3 clusters Score -7055668 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -7055970.000000 Penalty: 5452.541016
	Iteration 29Q: 3 clusters Score -7055970 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -7056299.500000 Penalty: 5452.541016
	Iteration 30Q: 3 clusters Score -7056300 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -7056585.000000 Penalty: 5452.541016
	Iteration 31Q: 3 clusters Score -7056585 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -7056884.000000 Penalty: 5452.541016
	Iteration 32Q: 3 clusters Score -7056884 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -7057174.500000 Penalty: 5452.541016
	Iteration 33Q: 3 clusters Score -7057174 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -7057405.000000 Penalty: 5452.541016
	Iteration 34Q: 3 clusters Score -7057405 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7057604.000000 Penalty: 5452.541016
	Iteration 35Q: 3 clusters Score -7057604 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -7057783.500000 Penalty: 5452.541016
	Iteration 36Q: 3 clusters Score -7057784 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7057976.500000 Penalty: 5452.541016
	Iteration 37Q: 3 clusters Score -7057976 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7058129.500000 Penalty: 5452.541016
	Iteration 38Q: 3 clusters Score -7058130 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7058277.000000 Penalty: 5452.541016
	Iteration 39Q: 3 clusters Score -7058277 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7058410.000000 Penalty: 5452.541016
	Iteration 40F: 3 clusters Score -7058410 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7058491.000000 Penalty: 5452.541016
	Iteration 41Q: 3 clusters Score -7058491 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -7058580.500000 Penalty: 5452.541016
	Iteration 42Q: 3 clusters Score -7058580 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7058643.000000 Penalty: 5452.541016
	Iteration 43Q: 3 clusters Score -7058643 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -7058729.000000 Penalty: 5452.541016
	Iteration 44Q: 3 clusters Score -7058729 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7058791.500000 Penalty: 5452.541016
	Iteration 45Q: 3 clusters Score -7058792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7058833.500000 Penalty: 5452.541016
	Iteration 46Q: 3 clusters Score -7058834 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7058892.500000 Penalty: 5452.541016
	Iteration 47Q: 3 clusters Score -7058892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7058935.500000 Penalty: 5452.541016
	Iteration 48Q: 3 clusters Score -7058936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7058997.500000 Penalty: 5452.541016
	Iteration 49Q: 3 clusters Score -7058998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7059027.000000 Penalty: 5452.541016
	Iteration 50Q: 3 clusters Score -7059027 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7059051.000000 Penalty: 5452.541016
	Iteration 51Q: 3 clusters Score -7059051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7059097.000000 Penalty: 5452.541016
	Iteration 52Q: 3 clusters Score -7059097 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7059124.500000 Penalty: 5452.541016
	Iteration 53Q: 3 clusters Score -7059124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7059158.000000 Penalty: 5452.541016
	Iteration 54Q: 3 clusters Score -7059158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7059190.000000 Penalty: 5452.541016
	Iteration 55Q: 3 clusters Score -7059190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7059202.000000 Penalty: 5452.541016
	Iteration 56Q: 3 clusters Score -7059202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7059214.000000 Penalty: 5452.541016
	Iteration 57Q: 3 clusters Score -7059214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7059232.000000 Penalty: 5452.541016
	Iteration 58Q: 3 clusters Score -7059232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7059241.000000 Penalty: 5452.541016
	Iteration 59Q: 3 clusters Score -7059241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7059266.500000 Penalty: 5452.541016
	Iteration 60F: 3 clusters Score -7059266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7059290.000000 Penalty: 5452.541016
	Iteration 61Q: 3 clusters Score -7059290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7059298.000000 Penalty: 5452.541016
	Iteration 62Q: 3 clusters Score -7059298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7059314.500000 Penalty: 5452.541016
	Iteration 63Q: 3 clusters Score -7059314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7059331.000000 Penalty: 5452.541016
	Iteration 64Q: 3 clusters Score -7059331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7059330.500000 Penalty: 5452.541016
	Iteration 65Q: 3 clusters Score -7059330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7059331.000000 Penalty: 5452.541016
	Iteration 66Q: 3 clusters Score -7059331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7059354.500000 Penalty: 5452.541016
	Iteration 67Q: 3 clusters Score -7059354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7059362.500000 Penalty: 5452.541016
	Iteration 68Q: 3 clusters Score -7059362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7059377.000000 Penalty: 5452.541016
	Iteration 69Q: 3 clusters Score -7059377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7059390.000000 Penalty: 5452.541016
	Iteration 70Q: 3 clusters Score -7059390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7059393.000000 Penalty: 5452.541016
	Iteration 71Q: 3 clusters Score -7059393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7059392.500000 Penalty: 5452.541016
	Iteration 72Q: 3 clusters Score -7059392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7059396.500000 Penalty: 5452.541016
	Iteration 73Q: 3 clusters Score -7059396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7059387.000000 Penalty: 5452.541016
	Iteration 74Q: 3 clusters Score -7059387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7059392.500000 Penalty: 5452.541016
	Iteration 75Q: 3 clusters Score -7059392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7059396.500000 Penalty: 5452.541016
	Iteration 76Q: 3 clusters Score -7059396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7059408.500000 Penalty: 5452.541016
	Iteration 77Q: 3 clusters Score -7059408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7059417.500000 Penalty: 5452.541016
	Iteration 78Q: 3 clusters Score -7059418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7059418.000000 Penalty: 5452.541016
	Iteration 79Q: 3 clusters Score -7059418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7059433.000000 Penalty: 5452.541016
	Iteration 80F: 3 clusters Score -7059433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7059428.500000 Penalty: 5452.541016
	Iteration 81Q: 3 clusters Score -7059428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7059425.500000 Penalty: 5452.541016
	Iteration 82Q: 3 clusters Score -7059426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7059426.000000 Penalty: 5452.541016
	Iteration 83Q: 3 clusters Score -7059426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7059431.500000 Penalty: 5452.541016
	Iteration 84Q: 3 clusters Score -7059432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7059431.500000 Penalty: 5452.541016
	Iteration 85Q: 3 clusters Score -7059432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7059434.500000 Penalty: 5452.541016
	Iteration 86Q: 3 clusters Score -7059434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7059431.500000 Penalty: 5452.541016
	Iteration 87Q: 3 clusters Score -7059432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7059431.500000 Penalty: 5452.541016
	Iteration 88Q: 3 clusters Score -7059432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7059429.500000 Penalty: 5452.541016
	Iteration 89Q: 3 clusters Score -7059430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7059431.000000 Penalty: 5452.541016
	Iteration 90Q: 3 clusters Score -7059431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7059430.500000 Penalty: 5452.541016
	Iteration 91Q: 3 clusters Score -7059430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7059437.000000 Penalty: 5452.541016
	Iteration 92Q: 3 clusters Score -7059437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7059432.500000 Penalty: 5452.541016
	Iteration 93Q: 3 clusters Score -7059432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7059436.500000 Penalty: 5452.541016
	Iteration 94Q: 3 clusters Score -7059436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7059436.500000 Penalty: 5452.541016
	Iteration 95F: 3 clusters Score -7059436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -320402.125000 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -320402.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -317213.125000 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -317213.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -317840.843750 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -317840.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -317985.562500 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -317985.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -318057.593750 Penalty: 3940.292236
	Iteration 3Q: 3 clusters Score -318057.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -318106.187500 Penalty: 3940.292236
	Iteration 4Q: 3 clusters Score -318106.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -318139.156250 Penalty: 3940.292236
	Iteration 5Q: 3 clusters Score -318139.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -318160.687500 Penalty: 3940.292236
	Iteration 6Q: 3 clusters Score -318160.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318179.593750 Penalty: 3940.292236
	Iteration 7Q: 3 clusters Score -318179.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -318201.562500 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -318201.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -318223.781250 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -318223.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -318242.125000 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -318242.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -318257.843750 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -318257.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -318281.031250 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -318281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -318308.656250 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -318308.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -318345.656250 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -318345.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -318378.312500 Penalty: 3940.292236
	Iteration 15Q: 3 clusters Score -318378.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318403.343750 Penalty: 3940.292236
	Iteration 16Q: 3 clusters Score -318403.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -318431.656250 Penalty: 3940.292236
	Iteration 17Q: 3 clusters Score -318431.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -318459.781250 Penalty: 3940.292236
	Iteration 18Q: 3 clusters Score -318459.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -318483.343750 Penalty: 3940.292236
	Iteration 19Q: 3 clusters Score -318483.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -318503.750000 Penalty: 3940.292236
	Iteration 20F: 3 clusters Score -318503.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -318525.312500 Penalty: 3940.292236
	Iteration 21Q: 3 clusters Score -318525.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -318541.406250 Penalty: 3940.292236
	Iteration 22Q: 3 clusters Score -318541.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -318558.531250 Penalty: 3940.292236
	Iteration 23Q: 3 clusters Score -318558.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -318571.187500 Penalty: 3940.292236
	Iteration 24Q: 3 clusters Score -318571.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -318585.062500 Penalty: 3940.292236
	Iteration 25Q: 3 clusters Score -318585.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -318594.906250 Penalty: 3940.292236
	Iteration 26Q: 3 clusters Score -318594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -318600.937500 Penalty: 3940.292236
	Iteration 27Q: 3 clusters Score -318600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -318604.781250 Penalty: 3940.292236
	Iteration 28Q: 3 clusters Score -318604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -318609.000000 Penalty: 3940.292236
	Iteration 29Q: 3 clusters Score -318609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -318611.156250 Penalty: 3940.292236
	Iteration 30Q: 3 clusters Score -318611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -318612.093750 Penalty: 3940.292236
	Iteration 31Q: 3 clusters Score -318612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -318612.625000 Penalty: 3940.292236
	Iteration 32Q: 3 clusters Score -318612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -318612.625000 Penalty: 3940.292236
	Iteration 33F: 3 clusters Score -318612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -683609.000000 Penalty: 2164.609375
	Iteration 0F: 2 clusters Score -683609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -678422.875000 Penalty: 4329.218750
	Iteration 0F: 3 clusters Score -678422.9 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -679928.625000 Penalty: 4329.218750
	Iteration 1F: 3 clusters Score -679928.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -680348.437500 Penalty: 4329.218750
	Iteration 2F: 3 clusters Score -680348.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -680674.562500 Penalty: 4329.218750
	Iteration 3F: 3 clusters Score -680674.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -680959.937500 Penalty: 4329.218750
	Iteration 4F: 3 clusters Score -680959.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -681187.687500 Penalty: 4329.218750
	Iteration 5F: 3 clusters Score -681187.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -681363.812500 Penalty: 4329.218750
	Iteration 6Q: 3 clusters Score -681363.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -681484.187500 Penalty: 4329.218750
	Iteration 7Q: 3 clusters Score -681484.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -681597.000000 Penalty: 4329.218750
	Iteration 8Q: 3 clusters Score -681597 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -681687.562500 Penalty: 4329.218750
	Iteration 9Q: 3 clusters Score -681687.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -681770.062500 Penalty: 4329.218750
	Iteration 10Q: 3 clusters Score -681770.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -681851.812500 Penalty: 4329.218750
	Iteration 11Q: 3 clusters Score -681851.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -681916.875000 Penalty: 4329.218750
	Iteration 12Q: 3 clusters Score -681916.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -681964.687500 Penalty: 4329.218750
	Iteration 13Q: 3 clusters Score -681964.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -682009.625000 Penalty: 4329.218750
	Iteration 14Q: 3 clusters Score -682009.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -682057.437500 Penalty: 4329.218750
	Iteration 15Q: 3 clusters Score -682057.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -682096.000000 Penalty: 4329.218750
	Iteration 16Q: 3 clusters Score -682096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -682124.875000 Penalty: 4329.218750
	Iteration 17Q: 3 clusters Score -682124.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -682144.125000 Penalty: 4329.218750
	Iteration 18Q: 3 clusters Score -682144.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -682159.562500 Penalty: 4329.218750
	Iteration 19Q: 3 clusters Score -682159.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -682175.187500 Penalty: 4329.218750
	Iteration 20F: 3 clusters Score -682175.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -682191.062500 Penalty: 4329.218750
	Iteration 21Q: 3 clusters Score -682191.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -682202.812500 Penalty: 4329.218750
	Iteration 22Q: 3 clusters Score -682202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -682208.187500 Penalty: 4329.218750
	Iteration 23Q: 3 clusters Score -682208.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -682215.687500 Penalty: 4329.218750
	Iteration 24Q: 3 clusters Score -682215.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -682231.625000 Penalty: 4329.218750
	Iteration 25Q: 3 clusters Score -682231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -682235.500000 Penalty: 4329.218750
	Iteration 26Q: 3 clusters Score -682235.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -682246.562500 Penalty: 4329.218750
	Iteration 27Q: 3 clusters Score -682246.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -682254.250000 Penalty: 4329.218750
	Iteration 28Q: 3 clusters Score -682254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -682264.375000 Penalty: 4329.218750
	Iteration 29Q: 3 clusters Score -682264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -682271.437500 Penalty: 4329.218750
	Iteration 30Q: 3 clusters Score -682271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -682278.625000 Penalty: 4329.218750
	Iteration 31Q: 3 clusters Score -682278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -682285.625000 Penalty: 4329.218750
	Iteration 32Q: 3 clusters Score -682285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -682291.375000 Penalty: 4329.218750
	Iteration 33Q: 3 clusters Score -682291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -682298.562500 Penalty: 4329.218750
	Iteration 34Q: 3 clusters Score -682298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -682305.312500 Penalty: 4329.218750
	Iteration 35Q: 3 clusters Score -682305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -682312.625000 Penalty: 4329.218750
	Iteration 36Q: 3 clusters Score -682312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -682313.875000 Penalty: 4329.218750
	Iteration 37Q: 3 clusters Score -682313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -682319.125000 Penalty: 4329.218750
	Iteration 38Q: 3 clusters Score -682319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -682321.875000 Penalty: 4329.218750
	Iteration 39Q: 3 clusters Score -682321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -682321.812500 Penalty: 4329.218750
	Iteration 40F: 3 clusters Score -682321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -682323.687500 Penalty: 4329.218750
	Iteration 41Q: 3 clusters Score -682323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -682324.375000 Penalty: 4329.218750
	Iteration 42Q: 3 clusters Score -682324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -682322.937500 Penalty: 4329.218750
	Iteration 43Q: 3 clusters Score -682322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -682324.062500 Penalty: 4329.218750
	Iteration 44Q: 3 clusters Score -682324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -682324.375000 Penalty: 4329.218750
	Iteration 45Q: 3 clusters Score -682324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -682324.375000 Penalty: 4329.218750
	Iteration 46F: 3 clusters Score -682324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39015.390625 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39015.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39253.675781 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39253.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39314.511719 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -39314.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39358.218750 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39358.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39393.945312 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39393.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39406.289062 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39406.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39440.906250 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39440.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39467.164062 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39467.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39484.511719 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39484.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39488.414062 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39488.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39494.578125 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39494.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39501.773438 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39501.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39501.773438 Penalty: 2984.013916
	Iteration 12F: 3 clusters Score -39501.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (188162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188162 members 
Entering Unmasked Estep 
Score: -22094684.000000 Penalty: 3011.974609
	Iteration 0F: 2 clusters Score -2.209468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -21969982.000000 Penalty: 6023.949219
	Iteration 0F: 3 clusters Score -2.196998e+07 nChanged 90305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -22023066.000000 Penalty: 6023.949219
	Iteration 1F: 3 clusters Score -2.202307e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -22024160.000000 Penalty: 6023.949219
	Iteration 2Q: 3 clusters Score -2.202416e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -22025622.000000 Penalty: 6023.949219
	Iteration 3Q: 3 clusters Score -2.202562e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -22027810.000000 Penalty: 6023.949219
	Iteration 4Q: 3 clusters Score -2.202781e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -22031220.000000 Penalty: 6023.949219
	Iteration 5Q: 3 clusters Score -2.203122e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -22036194.000000 Penalty: 6023.949219
	Iteration 6F: 3 clusters Score -2.203619e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -22043842.000000 Penalty: 6023.949219
	Iteration 7F: 3 clusters Score -2.204384e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134074 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -22053948.000000 Penalty: 6023.949219
	Iteration 8F: 3 clusters Score -2.205395e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143375 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -22064110.000000 Penalty: 6023.949219
	Iteration 9F: 3 clusters Score -2.206411e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -22071892.000000 Penalty: 6023.949219
	Iteration 10F: 3 clusters Score -2.207189e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -22076572.000000 Penalty: 6023.949219
	Iteration 11Q: 3 clusters Score -2.207657e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -22079240.000000 Penalty: 6023.949219
	Iteration 12Q: 3 clusters Score -2.207924e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160619 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -22081160.000000 Penalty: 6023.949219
	Iteration 13Q: 3 clusters Score -2.208116e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -22082846.000000 Penalty: 6023.949219
	Iteration 14Q: 3 clusters Score -2.208285e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -22084624.000000 Penalty: 6023.949219
	Iteration 15Q: 3 clusters Score -2.208462e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -22086174.000000 Penalty: 6023.949219
	Iteration 16Q: 3 clusters Score -2.208617e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -22087632.000000 Penalty: 6023.949219
	Iteration 17Q: 3 clusters Score -2.208763e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169088 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -22089000.000000 Penalty: 6023.949219
	Iteration 18Q: 3 clusters Score -2.2089e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -22089972.000000 Penalty: 6023.949219
	Iteration 19Q: 3 clusters Score -2.208997e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -22090738.000000 Penalty: 6023.949219
	Iteration 20F: 3 clusters Score -2.209074e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170809 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -22091200.000000 Penalty: 6023.949219
	Iteration 21Q: 3 clusters Score -2.20912e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -22091372.000000 Penalty: 6023.949219
	Iteration 22Q: 3 clusters Score -2.209137e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -22091576.000000 Penalty: 6023.949219
	Iteration 23Q: 3 clusters Score -2.209158e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172160 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -22091668.000000 Penalty: 6023.949219
	Iteration 24Q: 3 clusters Score -2.209167e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -22091794.000000 Penalty: 6023.949219
	Iteration 25Q: 3 clusters Score -2.209179e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -22091846.000000 Penalty: 6023.949219
	Iteration 26Q: 3 clusters Score -2.209185e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173422 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -22091940.000000 Penalty: 6023.949219
	Iteration 27Q: 3 clusters Score -2.209194e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173819 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -22091932.000000 Penalty: 6023.949219
	Iteration 28Q: 3 clusters Score -2.209193e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174189 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -22091948.000000 Penalty: 6023.949219
	Iteration 29Q: 3 clusters Score -2.209195e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174551 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -22091914.000000 Penalty: 6023.949219
	Iteration 30Q: 3 clusters Score -2.209191e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -22091980.000000 Penalty: 6023.949219
	Iteration 31Q: 3 clusters Score -2.209198e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175225 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -22091976.000000 Penalty: 6023.949219
	Iteration 32Q: 3 clusters Score -2.209198e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -22092008.000000 Penalty: 6023.949219
	Iteration 33Q: 3 clusters Score -2.209201e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -22091992.000000 Penalty: 6023.949219
	Iteration 34Q: 3 clusters Score -2.209199e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176141 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -22091998.000000 Penalty: 6023.949219
	Iteration 35Q: 3 clusters Score -2.2092e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176425 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -22092044.000000 Penalty: 6023.949219
	Iteration 36Q: 3 clusters Score -2.209204e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -22092066.000000 Penalty: 6023.949219
	Iteration 37Q: 3 clusters Score -2.209207e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -22092034.000000 Penalty: 6023.949219
	Iteration 38Q: 3 clusters Score -2.209203e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -22092022.000000 Penalty: 6023.949219
	Iteration 39Q: 3 clusters Score -2.209202e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177389 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -22092054.000000 Penalty: 6023.949219
	Iteration 40F: 3 clusters Score -2.209205e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -22092018.000000 Penalty: 6023.949219
	Iteration 41Q: 3 clusters Score -2.209202e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177760 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -22092040.000000 Penalty: 6023.949219
	Iteration 42Q: 3 clusters Score -2.209204e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -22092028.000000 Penalty: 6023.949219
	Iteration 43Q: 3 clusters Score -2.209203e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178075 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -22092024.000000 Penalty: 6023.949219
	Iteration 44Q: 3 clusters Score -2.209202e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178221 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -22092040.000000 Penalty: 6023.949219
	Iteration 45Q: 3 clusters Score -2.209204e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -22092002.000000 Penalty: 6023.949219
	Iteration 46Q: 3 clusters Score -2.2092e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178473 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -22091948.000000 Penalty: 6023.949219
	Iteration 47Q: 3 clusters Score -2.209195e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178610 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -22091948.000000 Penalty: 6023.949219
	Iteration 48Q: 3 clusters Score -2.209195e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -22091942.000000 Penalty: 6023.949219
	Iteration 49Q: 3 clusters Score -2.209194e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -22091926.000000 Penalty: 6023.949219
	Iteration 50Q: 3 clusters Score -2.209193e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -22091910.000000 Penalty: 6023.949219
	Iteration 51Q: 3 clusters Score -2.209191e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179116 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -22091936.000000 Penalty: 6023.949219
	Iteration 52Q: 3 clusters Score -2.209194e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -22091966.000000 Penalty: 6023.949219
	Iteration 53Q: 3 clusters Score -2.209197e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179333 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -22091990.000000 Penalty: 6023.949219
	Iteration 54Q: 3 clusters Score -2.209199e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179435 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -22091972.000000 Penalty: 6023.949219
	Iteration 55Q: 3 clusters Score -2.209197e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -22091992.000000 Penalty: 6023.949219
	Iteration 56Q: 3 clusters Score -2.209199e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -22092016.000000 Penalty: 6023.949219
	Iteration 57Q: 3 clusters Score -2.209202e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179641 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -22092032.000000 Penalty: 6023.949219
	Iteration 58Q: 3 clusters Score -2.209203e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -22092038.000000 Penalty: 6023.949219
	Iteration 59Q: 3 clusters Score -2.209204e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -22092026.000000 Penalty: 6023.949219
	Iteration 60F: 3 clusters Score -2.209203e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179850 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -22092056.000000 Penalty: 6023.949219
	Iteration 61Q: 3 clusters Score -2.209206e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -22092074.000000 Penalty: 6023.949219
	Iteration 62Q: 3 clusters Score -2.209207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179967 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -22092062.000000 Penalty: 6023.949219
	Iteration 63Q: 3 clusters Score -2.209206e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -22092040.000000 Penalty: 6023.949219
	Iteration 64Q: 3 clusters Score -2.209204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -22092048.000000 Penalty: 6023.949219
	Iteration 65Q: 3 clusters Score -2.209205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180124 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -22092050.000000 Penalty: 6023.949219
	Iteration 66Q: 3 clusters Score -2.209205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180178 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -22092052.000000 Penalty: 6023.949219
	Iteration 67Q: 3 clusters Score -2.209205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -22092102.000000 Penalty: 6023.949219
	Iteration 68Q: 3 clusters Score -2.20921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -22092098.000000 Penalty: 6023.949219
	Iteration 69Q: 3 clusters Score -2.20921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180339 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -22092064.000000 Penalty: 6023.949219
	Iteration 70Q: 3 clusters Score -2.209206e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180389 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -22092090.000000 Penalty: 6023.949219
	Iteration 71Q: 3 clusters Score -2.209209e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -22092088.000000 Penalty: 6023.949219
	Iteration 72Q: 3 clusters Score -2.209209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -22092056.000000 Penalty: 6023.949219
	Iteration 73Q: 3 clusters Score -2.209206e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180556 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -22092072.000000 Penalty: 6023.949219
	Iteration 74Q: 3 clusters Score -2.209207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180606 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -22092090.000000 Penalty: 6023.949219
	Iteration 75Q: 3 clusters Score -2.209209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180651 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -22092096.000000 Penalty: 6023.949219
	Iteration 76Q: 3 clusters Score -2.20921e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180696 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -22092106.000000 Penalty: 6023.949219
	Iteration 77Q: 3 clusters Score -2.209211e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180756 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -22092088.000000 Penalty: 6023.949219
	Iteration 78Q: 3 clusters Score -2.209209e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -22092108.000000 Penalty: 6023.949219
	Iteration 79Q: 3 clusters Score -2.209211e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180877 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -22092074.000000 Penalty: 6023.949219
	Iteration 80F: 3 clusters Score -2.209207e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180945 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -22092092.000000 Penalty: 6023.949219
	Iteration 81Q: 3 clusters Score -2.209209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -22092120.000000 Penalty: 6023.949219
	Iteration 82Q: 3 clusters Score -2.209212e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181091 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -22092138.000000 Penalty: 6023.949219
	Iteration 83Q: 3 clusters Score -2.209214e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -22092124.000000 Penalty: 6023.949219
	Iteration 84Q: 3 clusters Score -2.209212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -22092086.000000 Penalty: 6023.949219
	Iteration 85Q: 3 clusters Score -2.209209e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181325 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -22092094.000000 Penalty: 6023.949219
	Iteration 86Q: 3 clusters Score -2.209209e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -22092088.000000 Penalty: 6023.949219
	Iteration 87Q: 3 clusters Score -2.209209e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181459 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -22092118.000000 Penalty: 6023.949219
	Iteration 88Q: 3 clusters Score -2.209212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181525 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -22092092.000000 Penalty: 6023.949219
	Iteration 89Q: 3 clusters Score -2.209209e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181586 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -22092080.000000 Penalty: 6023.949219
	Iteration 90Q: 3 clusters Score -2.209208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181642 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -22092066.000000 Penalty: 6023.949219
	Iteration 91Q: 3 clusters Score -2.209207e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -22092034.000000 Penalty: 6023.949219
	Iteration 92Q: 3 clusters Score -2.209203e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181748 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -22092044.000000 Penalty: 6023.949219
	Iteration 93Q: 3 clusters Score -2.209204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -22092038.000000 Penalty: 6023.949219
	Iteration 94Q: 3 clusters Score -2.209204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -22092054.000000 Penalty: 6023.949219
	Iteration 95Q: 3 clusters Score -2.209205e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181898 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -22092054.000000 Penalty: 6023.949219
	Iteration 96Q: 3 clusters Score -2.209205e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181939 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -22092074.000000 Penalty: 6023.949219
	Iteration 97Q: 3 clusters Score -2.209207e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181991 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -22092074.000000 Penalty: 6023.949219
	Iteration 98Q: 3 clusters Score -2.209207e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182046 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -22092100.000000 Penalty: 6023.949219
	Iteration 99Q: 3 clusters Score -2.20921e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -22092078.000000 Penalty: 6023.949219
	Iteration 100F: 3 clusters Score -2.209208e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182168 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -22092100.000000 Penalty: 6023.949219
	Iteration 101Q: 3 clusters Score -2.20921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182224 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -22092098.000000 Penalty: 6023.949219
	Iteration 102Q: 3 clusters Score -2.20921e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -22092094.000000 Penalty: 6023.949219
	Iteration 103Q: 3 clusters Score -2.209209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -22092078.000000 Penalty: 6023.949219
	Iteration 104Q: 3 clusters Score -2.209208e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182419 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -22092068.000000 Penalty: 6023.949219
	Iteration 105Q: 3 clusters Score -2.209207e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -22092074.000000 Penalty: 6023.949219
	Iteration 106Q: 3 clusters Score -2.209207e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182576 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -22092078.000000 Penalty: 6023.949219
	Iteration 107Q: 3 clusters Score -2.209208e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -22092074.000000 Penalty: 6023.949219
	Iteration 108Q: 3 clusters Score -2.209207e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182773 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -22092104.000000 Penalty: 6023.949219
	Iteration 109Q: 3 clusters Score -2.20921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -22092098.000000 Penalty: 6023.949219
	Iteration 110Q: 3 clusters Score -2.20921e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -22092094.000000 Penalty: 6023.949219
	Iteration 111Q: 3 clusters Score -2.209209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -22092082.000000 Penalty: 6023.949219
	Iteration 112Q: 3 clusters Score -2.209208e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -22092046.000000 Penalty: 6023.949219
	Iteration 113Q: 3 clusters Score -2.209205e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -22092022.000000 Penalty: 6023.949219
	Iteration 114Q: 3 clusters Score -2.209202e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183202 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -22092042.000000 Penalty: 6023.949219
	Iteration 115Q: 3 clusters Score -2.209204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183241 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -22092024.000000 Penalty: 6023.949219
	Iteration 116Q: 3 clusters Score -2.209202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183278 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -22092008.000000 Penalty: 6023.949219
	Iteration 117Q: 3 clusters Score -2.209201e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -22092008.000000 Penalty: 6023.949219
	Iteration 118Q: 3 clusters Score -2.209201e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -22092016.000000 Penalty: 6023.949219
	Iteration 119Q: 3 clusters Score -2.209202e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183407 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -22092008.000000 Penalty: 6023.949219
	Iteration 120F: 3 clusters Score -2.209201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183466 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -22092012.000000 Penalty: 6023.949219
	Iteration 121Q: 3 clusters Score -2.209201e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183527 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -22092028.000000 Penalty: 6023.949219
	Iteration 122Q: 3 clusters Score -2.209203e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -22092014.000000 Penalty: 6023.949219
	Iteration 123Q: 3 clusters Score -2.209201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183635 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -22091996.000000 Penalty: 6023.949219
	Iteration 124Q: 3 clusters Score -2.2092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183678 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -22091992.000000 Penalty: 6023.949219
	Iteration 125Q: 3 clusters Score -2.209199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183720 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -22092000.000000 Penalty: 6023.949219
	Iteration 126Q: 3 clusters Score -2.2092e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -22091976.000000 Penalty: 6023.949219
	Iteration 127Q: 3 clusters Score -2.209198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183821 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -22091948.000000 Penalty: 6023.949219
	Iteration 128Q: 3 clusters Score -2.209195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -22091954.000000 Penalty: 6023.949219
	Iteration 129Q: 3 clusters Score -2.209195e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183919 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -22091930.000000 Penalty: 6023.949219
	Iteration 130Q: 3 clusters Score -2.209193e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -22091948.000000 Penalty: 6023.949219
	Iteration 131Q: 3 clusters Score -2.209195e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184039 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -22091938.000000 Penalty: 6023.949219
	Iteration 132Q: 3 clusters Score -2.209194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184092 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -22091932.000000 Penalty: 6023.949219
	Iteration 133Q: 3 clusters Score -2.209193e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -22091948.000000 Penalty: 6023.949219
	Iteration 134Q: 3 clusters Score -2.209195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184199 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -22091920.000000 Penalty: 6023.949219
	Iteration 135Q: 3 clusters Score -2.209192e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184260 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -22091932.000000 Penalty: 6023.949219
	Iteration 136Q: 3 clusters Score -2.209193e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184317 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -22091938.000000 Penalty: 6023.949219
	Iteration 137Q: 3 clusters Score -2.209194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184385 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -22091942.000000 Penalty: 6023.949219
	Iteration 138Q: 3 clusters Score -2.209194e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184452 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -22091952.000000 Penalty: 6023.949219
	Iteration 139Q: 3 clusters Score -2.209195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184516 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -22091962.000000 Penalty: 6023.949219
	Iteration 140F: 3 clusters Score -2.209196e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184587 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22091986.000000 Penalty: 6023.949219
	Iteration 141Q: 3 clusters Score -2.209199e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22092002.000000 Penalty: 6023.949219
	Iteration 142Q: 3 clusters Score -2.2092e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -22091970.000000 Penalty: 6023.949219
	Iteration 143Q: 3 clusters Score -2.209197e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22091958.000000 Penalty: 6023.949219
	Iteration 144Q: 3 clusters Score -2.209196e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184872 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -22091974.000000 Penalty: 6023.949219
	Iteration 145Q: 3 clusters Score -2.209197e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184939 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22091990.000000 Penalty: 6023.949219
	Iteration 146Q: 3 clusters Score -2.209199e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185011 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -22091996.000000 Penalty: 6023.949219
	Iteration 147Q: 3 clusters Score -2.2092e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185070 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -22092026.000000 Penalty: 6023.949219
	Iteration 148Q: 3 clusters Score -2.209203e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185127 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -22092030.000000 Penalty: 6023.949219
	Iteration 149Q: 3 clusters Score -2.209203e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185186 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -22092030.000000 Penalty: 6023.949219
	Iteration 150Q: 3 clusters Score -2.209203e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -22092044.000000 Penalty: 6023.949219
	Iteration 151Q: 3 clusters Score -2.209204e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185321 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -22092036.000000 Penalty: 6023.949219
	Iteration 152Q: 3 clusters Score -2.209204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185389 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22092060.000000 Penalty: 6023.949219
	Iteration 153Q: 3 clusters Score -2.209206e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185465 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22092038.000000 Penalty: 6023.949219
	Iteration 154Q: 3 clusters Score -2.209204e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185548 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -22092040.000000 Penalty: 6023.949219
	Iteration 155Q: 3 clusters Score -2.209204e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185635 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -22092040.000000 Penalty: 6023.949219
	Iteration 156Q: 3 clusters Score -2.209204e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185714 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -22092090.000000 Penalty: 6023.949219
	Iteration 157Q: 3 clusters Score -2.209209e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185786 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -22092106.000000 Penalty: 6023.949219
	Iteration 158Q: 3 clusters Score -2.209211e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185862 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -22092118.000000 Penalty: 6023.949219
	Iteration 159Q: 3 clusters Score -2.209212e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185941 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22092084.000000 Penalty: 6023.949219
	Iteration 160F: 3 clusters Score -2.209208e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -22092108.000000 Penalty: 6023.949219
	Iteration 161Q: 3 clusters Score -2.209211e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186087 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -22092092.000000 Penalty: 6023.949219
	Iteration 162Q: 3 clusters Score -2.209209e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186159 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22092128.000000 Penalty: 6023.949219
	Iteration 163Q: 3 clusters Score -2.209213e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186219 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22092120.000000 Penalty: 6023.949219
	Iteration 164Q: 3 clusters Score -2.209212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186291 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22092154.000000 Penalty: 6023.949219
	Iteration 165Q: 3 clusters Score -2.209215e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186355 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -22092190.000000 Penalty: 6023.949219
	Iteration 166Q: 3 clusters Score -2.209219e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22092204.000000 Penalty: 6023.949219
	Iteration 167Q: 3 clusters Score -2.20922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186453 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22092246.000000 Penalty: 6023.949219
	Iteration 168Q: 3 clusters Score -2.209225e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186496 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22092268.000000 Penalty: 6023.949219
	Iteration 169Q: 3 clusters Score -2.209227e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186529 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22092268.000000 Penalty: 6023.949219
	Iteration 170Q: 3 clusters Score -2.209227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186557 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -22092276.000000 Penalty: 6023.949219
	Iteration 171Q: 3 clusters Score -2.209228e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186577 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -22092264.000000 Penalty: 6023.949219
	Iteration 172Q: 3 clusters Score -2.209226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186588 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -22092280.000000 Penalty: 6023.949219
	Iteration 173Q: 3 clusters Score -2.209228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186604 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22092296.000000 Penalty: 6023.949219
	Iteration 174Q: 3 clusters Score -2.20923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186620 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22092296.000000 Penalty: 6023.949219
	Iteration 175Q: 3 clusters Score -2.20923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186637 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22092298.000000 Penalty: 6023.949219
	Iteration 176Q: 3 clusters Score -2.20923e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22092296.000000 Penalty: 6023.949219
	Iteration 177Q: 3 clusters Score -2.20923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -22092294.000000 Penalty: 6023.949219
	Iteration 178Q: 3 clusters Score -2.209229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22092294.000000 Penalty: 6023.949219
	Iteration 179Q: 3 clusters Score -2.209229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186679 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22092278.000000 Penalty: 6023.949219
	Iteration 180F: 3 clusters Score -2.209228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186685 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22092276.000000 Penalty: 6023.949219
	Iteration 181Q: 3 clusters Score -2.209228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22092282.000000 Penalty: 6023.949219
	Iteration 182Q: 3 clusters Score -2.209228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186696 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22092258.000000 Penalty: 6023.949219
	Iteration 183Q: 3 clusters Score -2.209226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186698 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22092256.000000 Penalty: 6023.949219
	Iteration 184Q: 3 clusters Score -2.209226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22092264.000000 Penalty: 6023.949219
	Iteration 185Q: 3 clusters Score -2.209226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22092264.000000 Penalty: 6023.949219
	Iteration 186F: 3 clusters Score -2.209226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -98227.179688 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -98227.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96367.109375 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -96367.11 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96589.382812 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -96589.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96681.945312 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -96681.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96722.453125 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -96722.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96753.507812 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -96753.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96780.429688 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -96780.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96792.734375 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -96792.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96801.781250 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -96801.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96808.445312 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -96808.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96812.898438 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -96812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96814.343750 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -96814.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96815.210938 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -96815.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96815.781250 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -96815.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96815.781250 Penalty: 3356.602051
	Iteration 13F: 3 clusters Score -96815.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178502 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322706 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321152 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59458 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188162 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993120.000000 Penalty: 102790.210938
Iteration 199Q: 30 clusters Score -1.839931e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 178433 members 
Mstep: Class 5 contains 35692 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322696 members 
Mstep: Class 13 contains 20083 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 321183 members 
Mstep: Class 18 contains 79925 members 
Mstep: Class 19 contains 51443 members 
Mstep: Class 20 contains 97054 members 
Mstep: Class 21 contains 92251 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8671 members 
Mstep: Class 24 contains 59424 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188176 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993280.000000 Penalty: 102790.210938
Iteration 200F: 30 clusters Score -1.839933e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178384 members 
Mstep: Class 5 contains 35686 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322680 members 
Mstep: Class 13 contains 20145 members 
Mstep: Class 14 contains 19483 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 321221 members 
Mstep: Class 18 contains 79932 members 
Mstep: Class 19 contains 51438 members 
Mstep: Class 20 contains 97050 members 
Mstep: Class 21 contains 92243 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 59386 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188198 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993040.000000 Penalty: 102790.210938
Iteration 201Q: 30 clusters Score -1.83993e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 178301 members 
Mstep: Class 5 contains 35683 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322681 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 19485 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321244 members 
Mstep: Class 18 contains 79940 members 
Mstep: Class 19 contains 51441 members 
Mstep: Class 20 contains 97059 members 
Mstep: Class 21 contains 92236 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8671 members 
Mstep: Class 24 contains 59346 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188215 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993216.000000 Penalty: 102790.210938
Iteration 202Q: 30 clusters Score -1.839932e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 178241 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83771 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322674 members 
Mstep: Class 13 contains 20287 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 321270 members 
Mstep: Class 18 contains 79945 members 
Mstep: Class 19 contains 51425 members 
Mstep: Class 20 contains 97076 members 
Mstep: Class 21 contains 92237 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8670 members 
Mstep: Class 24 contains 59309 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188222 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993312.000000 Penalty: 102790.210938
Iteration 203Q: 30 clusters Score -1.839933e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 178188 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322687 members 
Mstep: Class 13 contains 20363 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 321244 members 
Mstep: Class 18 contains 79955 members 
Mstep: Class 19 contains 51418 members 
Mstep: Class 20 contains 97090 members 
Mstep: Class 21 contains 92231 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 59282 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6176 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188232 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993264.000000 Penalty: 102790.210938
Iteration 204Q: 30 clusters Score -1.839933e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 178124 members 
Mstep: Class 5 contains 35679 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 12543 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322732 members 
Mstep: Class 13 contains 20422 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321232 members 
Mstep: Class 18 contains 79962 members 
Mstep: Class 19 contains 51415 members 
Mstep: Class 20 contains 97103 members 
Mstep: Class 21 contains 92222 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 59251 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188238 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993344.000000 Penalty: 102790.210938
Iteration 205Q: 30 clusters Score -1.839933e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 178065 members 
Mstep: Class 5 contains 35682 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322716 members 
Mstep: Class 13 contains 20474 members 
Mstep: Class 14 contains 19479 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321230 members 
Mstep: Class 18 contains 79966 members 
Mstep: Class 19 contains 51411 members 
Mstep: Class 20 contains 97102 members 
Mstep: Class 21 contains 92237 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 59231 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6178 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188279 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993184.000000 Penalty: 102790.210938
Iteration 206Q: 30 clusters Score -1.839932e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 178024 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322714 members 
Mstep: Class 13 contains 20526 members 
Mstep: Class 14 contains 19471 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 321219 members 
Mstep: Class 18 contains 79971 members 
Mstep: Class 19 contains 51406 members 
Mstep: Class 20 contains 97105 members 
Mstep: Class 21 contains 92244 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 59208 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6179 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188300 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993216.000000 Penalty: 102790.210938
Iteration 207Q: 30 clusters Score -1.839932e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177989 members 
Mstep: Class 5 contains 35684 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322688 members 
Mstep: Class 13 contains 20582 members 
Mstep: Class 14 contains 19466 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321199 members 
Mstep: Class 18 contains 79971 members 
Mstep: Class 19 contains 51394 members 
Mstep: Class 20 contains 97099 members 
Mstep: Class 21 contains 92253 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 8665 members 
Mstep: Class 24 contains 59182 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6179 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188359 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993280.000000 Penalty: 102790.210938
Iteration 208Q: 30 clusters Score -1.839933e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177935 members 
Mstep: Class 5 contains 35687 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322694 members 
Mstep: Class 13 contains 20641 members 
Mstep: Class 14 contains 19465 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 321163 members 
Mstep: Class 18 contains 79974 members 
Mstep: Class 19 contains 51385 members 
Mstep: Class 20 contains 97095 members 
Mstep: Class 21 contains 92265 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 59159 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6179 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188403 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993392.000000 Penalty: 102790.210938
Iteration 209Q: 30 clusters Score -1.839934e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177886 members 
Mstep: Class 5 contains 35692 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12536 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83773 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322676 members 
Mstep: Class 13 contains 20683 members 
Mstep: Class 14 contains 19463 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 321147 members 
Mstep: Class 18 contains 79976 members 
Mstep: Class 19 contains 51383 members 
Mstep: Class 20 contains 97090 members 
Mstep: Class 21 contains 92270 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 8654 members 
Mstep: Class 24 contains 59135 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188469 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 102790.210938
Iteration 210Q: 30 clusters Score -1.839936e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177846 members 
Mstep: Class 5 contains 35693 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322708 members 
Mstep: Class 13 contains 20738 members 
Mstep: Class 14 contains 19463 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 321116 members 
Mstep: Class 18 contains 79976 members 
Mstep: Class 19 contains 51377 members 
Mstep: Class 20 contains 97085 members 
Mstep: Class 21 contains 92268 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 59113 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188494 members 
Mstep: Class 29 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 102790.210938
Iteration 211Q: 30 clusters Score -1.839935e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177807 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12533 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322725 members 
Mstep: Class 13 contains 20792 members 
Mstep: Class 14 contains 19463 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321105 members 
Mstep: Class 18 contains 79970 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 97079 members 
Mstep: Class 21 contains 92268 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 59092 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6181 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188509 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993520.000000 Penalty: 102790.210938
Iteration 212Q: 30 clusters Score -1.839935e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 177748 members 
Mstep: Class 5 contains 35693 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12533 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322722 members 
Mstep: Class 13 contains 20852 members 
Mstep: Class 14 contains 19466 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321113 members 
Mstep: Class 18 contains 79959 members 
Mstep: Class 19 contains 51362 members 
Mstep: Class 20 contains 97079 members 
Mstep: Class 21 contains 92275 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 59055 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6182 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188550 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993744.000000 Penalty: 102790.210938
Iteration 213Q: 30 clusters Score -1.839937e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177680 members 
Mstep: Class 5 contains 35690 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322719 members 
Mstep: Class 13 contains 20901 members 
Mstep: Class 14 contains 19467 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 321139 members 
Mstep: Class 18 contains 79955 members 
Mstep: Class 19 contains 51356 members 
Mstep: Class 20 contains 97068 members 
Mstep: Class 21 contains 92274 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 59015 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6182 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188604 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993424.000000 Penalty: 102790.210938
Iteration 214Q: 30 clusters Score -1.839934e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 177625 members 
Mstep: Class 5 contains 35684 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12532 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322700 members 
Mstep: Class 13 contains 20967 members 
Mstep: Class 14 contains 19467 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 321136 members 
Mstep: Class 18 contains 79959 members 
Mstep: Class 19 contains 51353 members 
Mstep: Class 20 contains 97067 members 
Mstep: Class 21 contains 92273 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 58982 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6182 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188654 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993264.000000 Penalty: 102790.210938
Iteration 215Q: 30 clusters Score -1.839933e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177583 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322661 members 
Mstep: Class 13 contains 21032 members 
Mstep: Class 14 contains 19472 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321149 members 
Mstep: Class 18 contains 79962 members 
Mstep: Class 19 contains 51350 members 
Mstep: Class 20 contains 97065 members 
Mstep: Class 21 contains 92269 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8653 members 
Mstep: Class 24 contains 58960 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6183 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188677 members 
Mstep: Class 29 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993168.000000 Penalty: 102790.210938
Iteration 216Q: 30 clusters Score -1.839932e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177534 members 
Mstep: Class 5 contains 35679 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12536 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322663 members 
Mstep: Class 13 contains 21095 members 
Mstep: Class 14 contains 19474 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321154 members 
Mstep: Class 18 contains 79953 members 
Mstep: Class 19 contains 51344 members 
Mstep: Class 20 contains 97063 members 
Mstep: Class 21 contains 92269 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 58940 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188687 members 
Mstep: Class 29 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993120.000000 Penalty: 102790.210938
Iteration 217Q: 30 clusters Score -1.839931e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177487 members 
Mstep: Class 5 contains 35671 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322657 members 
Mstep: Class 13 contains 21150 members 
Mstep: Class 14 contains 19481 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321151 members 
Mstep: Class 18 contains 79953 members 
Mstep: Class 19 contains 51340 members 
Mstep: Class 20 contains 97065 members 
Mstep: Class 21 contains 92262 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 58922 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188712 members 
Mstep: Class 29 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993520.000000 Penalty: 102790.210938
Iteration 218Q: 30 clusters Score -1.839935e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177445 members 
Mstep: Class 5 contains 35663 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12536 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322679 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321138 members 
Mstep: Class 18 contains 79944 members 
Mstep: Class 19 contains 51338 members 
Mstep: Class 20 contains 97069 members 
Mstep: Class 21 contains 92262 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 58911 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188714 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993344.000000 Penalty: 102790.210938
Iteration 219Q: 30 clusters Score -1.839933e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 177402 members 
Mstep: Class 5 contains 35660 members 
Mstep: Class 6 contains 1348 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12538 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322725 members 
Mstep: Class 13 contains 21267 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 321139 members 
Mstep: Class 18 contains 79932 members 
Mstep: Class 19 contains 51335 members 
Mstep: Class 20 contains 97057 members 
Mstep: Class 21 contains 92252 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 58901 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188693 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993392.000000 Penalty: 102790.210938
Iteration 220F: 30 clusters Score -1.839934e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177377 members 
Mstep: Class 5 contains 35653 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322733 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 321137 members 
Mstep: Class 18 contains 79921 members 
Mstep: Class 19 contains 51330 members 
Mstep: Class 20 contains 97064 members 
Mstep: Class 21 contains 92256 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 58893 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188672 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993360.000000 Penalty: 102790.210938
Iteration 221Q: 30 clusters Score -1.839934e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177352 members 
Mstep: Class 5 contains 35650 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322772 members 
Mstep: Class 13 contains 21376 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 321112 members 
Mstep: Class 18 contains 79917 members 
Mstep: Class 19 contains 51324 members 
Mstep: Class 20 contains 97064 members 
Mstep: Class 21 contains 92255 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 58879 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188651 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 102790.210938
Iteration 222Q: 30 clusters Score -1.839936e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 177315 members 
Mstep: Class 5 contains 35651 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322761 members 
Mstep: Class 13 contains 21429 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 321106 members 
Mstep: Class 18 contains 79916 members 
Mstep: Class 19 contains 51321 members 
Mstep: Class 20 contains 97076 members 
Mstep: Class 21 contains 92265 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 58864 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188649 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993472.000000 Penalty: 102790.210938
Iteration 223Q: 30 clusters Score -1.839935e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 177288 members 
Mstep: Class 5 contains 35652 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12548 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322749 members 
Mstep: Class 13 contains 21477 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 321110 members 
Mstep: Class 18 contains 79914 members 
Mstep: Class 19 contains 51310 members 
Mstep: Class 20 contains 97069 members 
Mstep: Class 21 contains 92265 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 58853 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188659 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 102790.210938
Iteration 224Q: 30 clusters Score -1.839936e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 177262 members 
Mstep: Class 5 contains 35654 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322746 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 19499 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 321141 members 
Mstep: Class 18 contains 79903 members 
Mstep: Class 19 contains 51300 members 
Mstep: Class 20 contains 97063 members 
Mstep: Class 21 contains 92275 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 58833 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6184 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188636 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 102790.210938
Iteration 225Q: 30 clusters Score -1.839936e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 177227 members 
Mstep: Class 5 contains 35661 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12553 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322742 members 
Mstep: Class 13 contains 21593 members 
Mstep: Class 14 contains 19494 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 321160 members 
Mstep: Class 18 contains 79895 members 
Mstep: Class 19 contains 51292 members 
Mstep: Class 20 contains 97060 members 
Mstep: Class 21 contains 92283 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 58825 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188611 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 102790.210938
Iteration 226Q: 30 clusters Score -1.839936e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 177182 members 
Mstep: Class 5 contains 35662 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322727 members 
Mstep: Class 13 contains 21649 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 321210 members 
Mstep: Class 18 contains 79888 members 
Mstep: Class 19 contains 51288 members 
Mstep: Class 20 contains 97070 members 
Mstep: Class 21 contains 92293 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8644 members 
Mstep: Class 24 contains 58808 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188581 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 102790.210938
Iteration 227Q: 30 clusters Score -1.839936e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 177138 members 
Mstep: Class 5 contains 35653 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12551 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322725 members 
Mstep: Class 13 contains 21707 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 321256 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 51283 members 
Mstep: Class 20 contains 97089 members 
Mstep: Class 21 contains 92289 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 58798 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188536 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993760.000000 Penalty: 102790.210938
Iteration 228Q: 30 clusters Score -1.839938e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 177104 members 
Mstep: Class 5 contains 35656 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12555 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322701 members 
Mstep: Class 13 contains 21767 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 321278 members 
Mstep: Class 18 contains 79877 members 
Mstep: Class 19 contains 51279 members 
Mstep: Class 20 contains 97095 members 
Mstep: Class 21 contains 92288 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 58768 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188536 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 102790.210938
Iteration 229Q: 30 clusters Score -1.839936e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 177060 members 
Mstep: Class 5 contains 35656 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322686 members 
Mstep: Class 13 contains 21837 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 321293 members 
Mstep: Class 18 contains 79873 members 
Mstep: Class 19 contains 51275 members 
Mstep: Class 20 contains 97101 members 
Mstep: Class 21 contains 92289 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8653 members 
Mstep: Class 24 contains 58748 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188532 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993488.000000 Penalty: 102790.210938
Iteration 230Q: 30 clusters Score -1.839935e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 177018 members 
Mstep: Class 5 contains 35657 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83773 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322714 members 
Mstep: Class 13 contains 21895 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 321296 members 
Mstep: Class 18 contains 79873 members 
Mstep: Class 19 contains 51270 members 
Mstep: Class 20 contains 97105 members 
Mstep: Class 21 contains 92292 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 58738 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188504 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993424.000000 Penalty: 102790.210938
Iteration 231Q: 30 clusters Score -1.839934e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 176977 members 
Mstep: Class 5 contains 35659 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322729 members 
Mstep: Class 13 contains 21948 members 
Mstep: Class 14 contains 19482 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 321304 members 
Mstep: Class 18 contains 79870 members 
Mstep: Class 19 contains 51266 members 
Mstep: Class 20 contains 97097 members 
Mstep: Class 21 contains 92303 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 58726 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188486 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993312.000000 Penalty: 102790.210938
Iteration 232Q: 30 clusters Score -1.839933e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 176946 members 
Mstep: Class 5 contains 35659 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322713 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 19484 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 321322 members 
Mstep: Class 18 contains 79864 members 
Mstep: Class 19 contains 51261 members 
Mstep: Class 20 contains 97090 members 
Mstep: Class 21 contains 92314 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 58726 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188465 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993440.000000 Penalty: 102790.210938
Iteration 233Q: 30 clusters Score -1.839934e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 176920 members 
Mstep: Class 5 contains 35665 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12558 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83771 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322671 members 
Mstep: Class 13 contains 22062 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321326 members 
Mstep: Class 18 contains 79863 members 
Mstep: Class 19 contains 51253 members 
Mstep: Class 20 contains 97085 members 
Mstep: Class 21 contains 92310 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 58719 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188504 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993392.000000 Penalty: 102790.210938
Iteration 234Q: 30 clusters Score -1.839934e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 176893 members 
Mstep: Class 5 contains 35669 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83771 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322686 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 321312 members 
Mstep: Class 18 contains 79866 members 
Mstep: Class 19 contains 51237 members 
Mstep: Class 20 contains 97074 members 
Mstep: Class 21 contains 92311 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8632 members 
Mstep: Class 24 contains 58712 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188508 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993376.000000 Penalty: 102790.210938
Iteration 235Q: 30 clusters Score -1.839934e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 176881 members 
Mstep: Class 5 contains 35677 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 12558 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322683 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321297 members 
Mstep: Class 18 contains 79866 members 
Mstep: Class 19 contains 51232 members 
Mstep: Class 20 contains 97065 members 
Mstep: Class 21 contains 92315 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8628 members 
Mstep: Class 24 contains 58699 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188504 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993344.000000 Penalty: 102790.210938
Iteration 236Q: 30 clusters Score -1.839933e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176870 members 
Mstep: Class 5 contains 35675 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322698 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 19499 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321273 members 
Mstep: Class 18 contains 79868 members 
Mstep: Class 19 contains 51225 members 
Mstep: Class 20 contains 97051 members 
Mstep: Class 21 contains 92311 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 58690 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188506 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993440.000000 Penalty: 102790.210938
Iteration 237Q: 30 clusters Score -1.839934e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176850 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322678 members 
Mstep: Class 13 contains 22253 members 
Mstep: Class 14 contains 19497 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 321272 members 
Mstep: Class 18 contains 79868 members 
Mstep: Class 19 contains 51223 members 
Mstep: Class 20 contains 97043 members 
Mstep: Class 21 contains 92319 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8624 members 
Mstep: Class 24 contains 58674 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6187 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188513 members 
Mstep: Class 29 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993280.000000 Penalty: 102790.210938
Iteration 238Q: 30 clusters Score -1.839933e+08 nChanged 426
Entering ConstructFrom: 
Score: -183993280.000000 Penalty: 102790.210938
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84312.210938 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84312.21 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84643.617188 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84643.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84837.226562 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -84837.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84991.062500 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -84991.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85166.859375 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -85166.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85322.312500 Penalty: 3360.014893
	Iteration 5F: 3 clusters Score -85322.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85421.140625 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85421.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85531.351562 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85531.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85622.773438 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85622.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85721.398438 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85721.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85808.156250 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85808.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85900.070312 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85900.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85956.421875 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -85956.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86002.531250 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -86002.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86049.523438 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -86049.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -86070.210938 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -86070.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86082.765625 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -86082.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86092.359375 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -86092.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -86100.007812 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -86100.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86103.773438 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -86103.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86104.757812 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -86104.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -176706.437500 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176706.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177339.687500 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177339.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -177860.656250 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -177860.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178845.140625 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -178845.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -180433.109375 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -180433.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -180898.515625 Penalty: 3671.010742
	Iteration 5F: 3 clusters Score -180898.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -180978.750000 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -180978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -181006.250000 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -181006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -181022.703125 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -181022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -181026.906250 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -181026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -181030.062500 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -181030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -181031.031250 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -181031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -181031.031250 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -181031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176833 members 
Mstep: Class 5 contains 35683 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322669 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 19496 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321282 members 
Mstep: Class 18 contains 79872 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 97029 members 
Mstep: Class 21 contains 92328 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 58651 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188526 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 304 members 
Entering Unmasked Estep 
Score: -183992656.000000 Penalty: 106334.703125
Splitting cluster 2 changes total score from -183993280.000000 to -183992656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -954533.875000 Penalty: 2241.632324
	Iteration 0F: 2 clusters Score -954533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -947793.500000 Penalty: 4483.264648
	Iteration 0F: 3 clusters Score -947793.5 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -949657.312500 Penalty: 4483.264648
	Iteration 1F: 3 clusters Score -949657.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -950077.000000 Penalty: 4483.264648
	Iteration 2F: 3 clusters Score -950077 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -950436.062500 Penalty: 4483.264648
	Iteration 3F: 3 clusters Score -950436.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -950816.125000 Penalty: 4483.264648
	Iteration 4F: 3 clusters Score -950816.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -951338.312500 Penalty: 4483.264648
	Iteration 5F: 3 clusters Score -951338.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -951919.125000 Penalty: 4483.264648
	Iteration 6F: 3 clusters Score -951919.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -952410.875000 Penalty: 4483.264648
	Iteration 7F: 3 clusters Score -952410.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -952743.500000 Penalty: 4483.264648
	Iteration 8F: 3 clusters Score -952743.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -952917.875000 Penalty: 4483.264648
	Iteration 9Q: 3 clusters Score -952917.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -953017.562500 Penalty: 4483.264648
	Iteration 10Q: 3 clusters Score -953017.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -953078.125000 Penalty: 4483.264648
	Iteration 11Q: 3 clusters Score -953078.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -953121.500000 Penalty: 4483.264648
	Iteration 12Q: 3 clusters Score -953121.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -953149.562500 Penalty: 4483.264648
	Iteration 13Q: 3 clusters Score -953149.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -953165.937500 Penalty: 4483.264648
	Iteration 14Q: 3 clusters Score -953165.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -953174.562500 Penalty: 4483.264648
	Iteration 15Q: 3 clusters Score -953174.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -953185.000000 Penalty: 4483.264648
	Iteration 16Q: 3 clusters Score -953185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -953190.187500 Penalty: 4483.264648
	Iteration 17Q: 3 clusters Score -953190.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -953192.312500 Penalty: 4483.264648
	Iteration 18Q: 3 clusters Score -953192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -953198.562500 Penalty: 4483.264648
	Iteration 19Q: 3 clusters Score -953198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -953201.875000 Penalty: 4483.264648
	Iteration 20F: 3 clusters Score -953201.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -953207.500000 Penalty: 4483.264648
	Iteration 21Q: 3 clusters Score -953207.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -953217.375000 Penalty: 4483.264648
	Iteration 22Q: 3 clusters Score -953217.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -953222.250000 Penalty: 4483.264648
	Iteration 23Q: 3 clusters Score -953222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -953226.187500 Penalty: 4483.264648
	Iteration 24Q: 3 clusters Score -953226.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -953229.187500 Penalty: 4483.264648
	Iteration 25Q: 3 clusters Score -953229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -953231.125000 Penalty: 4483.264648
	Iteration 26Q: 3 clusters Score -953231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -953236.437500 Penalty: 4483.264648
	Iteration 27Q: 3 clusters Score -953236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -953239.562500 Penalty: 4483.264648
	Iteration 28Q: 3 clusters Score -953239.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -953243.750000 Penalty: 4483.264648
	Iteration 29Q: 3 clusters Score -953243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -953244.625000 Penalty: 4483.264648
	Iteration 30Q: 3 clusters Score -953244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -953246.562500 Penalty: 4483.264648
	Iteration 31Q: 3 clusters Score -953246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -953246.687500 Penalty: 4483.264648
	Iteration 32Q: 3 clusters Score -953246.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -953246.875000 Penalty: 4483.264648
	Iteration 33Q: 3 clusters Score -953246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -953248.062500 Penalty: 4483.264648
	Iteration 34Q: 3 clusters Score -953248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -953247.687500 Penalty: 4483.264648
	Iteration 35Q: 3 clusters Score -953247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -953249.187500 Penalty: 4483.264648
	Iteration 36Q: 3 clusters Score -953249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -953249.187500 Penalty: 4483.264648
	Iteration 37F: 3 clusters Score -953249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176833 members 
Entering Unmasked Estep 
Score: -20817482.000000 Penalty: 2996.574463
	Iteration 0F: 2 clusters Score -2.081748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -20699694.000000 Penalty: 5993.148926
	Iteration 0F: 3 clusters Score -2.069969e+07 nChanged 84490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -20749056.000000 Penalty: 5993.148926
	Iteration 1F: 3 clusters Score -2.074906e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -20750654.000000 Penalty: 5993.148926
	Iteration 2Q: 3 clusters Score -2.075065e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -20753238.000000 Penalty: 5993.148926
	Iteration 3Q: 3 clusters Score -2.075324e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -20757642.000000 Penalty: 5993.148926
	Iteration 4F: 3 clusters Score -2.075764e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -20765332.000000 Penalty: 5993.148926
	Iteration 5F: 3 clusters Score -2.076533e+07 nChanged 14217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -20776784.000000 Penalty: 5993.148926
	Iteration 6F: 3 clusters Score -2.077678e+07 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145135 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -20789800.000000 Penalty: 5993.148926
	Iteration 7F: 3 clusters Score -2.07898e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156264 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -20801018.000000 Penalty: 5993.148926
	Iteration 8F: 3 clusters Score -2.080102e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163438 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -20807708.000000 Penalty: 5993.148926
	Iteration 9Q: 3 clusters Score -2.080771e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -20811290.000000 Penalty: 5993.148926
	Iteration 10Q: 3 clusters Score -2.081129e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -20813074.000000 Penalty: 5993.148926
	Iteration 11Q: 3 clusters Score -2.081307e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170676 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -20814124.000000 Penalty: 5993.148926
	Iteration 12Q: 3 clusters Score -2.081412e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -20814798.000000 Penalty: 5993.148926
	Iteration 13Q: 3 clusters Score -2.08148e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171838 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -20815210.000000 Penalty: 5993.148926
	Iteration 14Q: 3 clusters Score -2.081521e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -20815342.000000 Penalty: 5993.148926
	Iteration 15Q: 3 clusters Score -2.081534e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -20815528.000000 Penalty: 5993.148926
	Iteration 16Q: 3 clusters Score -2.081553e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172668 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -20815574.000000 Penalty: 5993.148926
	Iteration 17Q: 3 clusters Score -2.081557e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172865 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -20815622.000000 Penalty: 5993.148926
	Iteration 18Q: 3 clusters Score -2.081562e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173025 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -20815722.000000 Penalty: 5993.148926
	Iteration 19Q: 3 clusters Score -2.081572e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -20815794.000000 Penalty: 5993.148926
	Iteration 20F: 3 clusters Score -2.081579e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173254 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -20815782.000000 Penalty: 5993.148926
	Iteration 21Q: 3 clusters Score -2.081578e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20815780.000000 Penalty: 5993.148926
	Iteration 22Q: 3 clusters Score -2.081578e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -20815794.000000 Penalty: 5993.148926
	Iteration 23Q: 3 clusters Score -2.081579e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -20815790.000000 Penalty: 5993.148926
	Iteration 24Q: 3 clusters Score -2.081579e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173531 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20815822.000000 Penalty: 5993.148926
	Iteration 25Q: 3 clusters Score -2.081582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20815828.000000 Penalty: 5993.148926
	Iteration 26Q: 3 clusters Score -2.081583e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20815824.000000 Penalty: 5993.148926
	Iteration 27Q: 3 clusters Score -2.081582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173669 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -20815832.000000 Penalty: 5993.148926
	Iteration 28Q: 3 clusters Score -2.081583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20815826.000000 Penalty: 5993.148926
	Iteration 29Q: 3 clusters Score -2.081583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173713 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -20815826.000000 Penalty: 5993.148926
	Iteration 30Q: 3 clusters Score -2.081583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173716 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -20815820.000000 Penalty: 5993.148926
	Iteration 31Q: 3 clusters Score -2.081582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -20815832.000000 Penalty: 5993.148926
	Iteration 32Q: 3 clusters Score -2.081583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -20815838.000000 Penalty: 5993.148926
	Iteration 33Q: 3 clusters Score -2.081584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173726 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -20815852.000000 Penalty: 5993.148926
	Iteration 34Q: 3 clusters Score -2.081585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -20815842.000000 Penalty: 5993.148926
	Iteration 35Q: 3 clusters Score -2.081584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -20815832.000000 Penalty: 5993.148926
	Iteration 36Q: 3 clusters Score -2.081583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173736 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -20815842.000000 Penalty: 5993.148926
	Iteration 37Q: 3 clusters Score -2.081584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20815838.000000 Penalty: 5993.148926
	Iteration 38Q: 3 clusters Score -2.081584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -20815856.000000 Penalty: 5993.148926
	Iteration 39Q: 3 clusters Score -2.081586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173736 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -20815850.000000 Penalty: 5993.148926
	Iteration 40F: 3 clusters Score -2.081585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173737 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20815850.000000 Penalty: 5993.148926
	Iteration 41Q: 3 clusters Score -2.081585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173737 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20815850.000000 Penalty: 5993.148926
	Iteration 42F: 3 clusters Score -2.081585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Entering Unmasked Estep 
Score: -4253776.500000 Penalty: 2599.642578
	Iteration 0F: 2 clusters Score -4253776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4229415.000000 Penalty: 5199.285156
	Iteration 0F: 3 clusters Score -4229415 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4238258.500000 Penalty: 5199.285156
	Iteration 1F: 3 clusters Score -4238258 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4238803.000000 Penalty: 5199.285156
	Iteration 2Q: 3 clusters Score -4238803 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4239275.000000 Penalty: 5199.285156
	Iteration 3Q: 3 clusters Score -4239275 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4239793.000000 Penalty: 5199.285156
	Iteration 4Q: 3 clusters Score -4239793 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -4240432.000000 Penalty: 5199.285156
	Iteration 5Q: 3 clusters Score -4240432 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4241188.000000 Penalty: 5199.285156
	Iteration 6Q: 3 clusters Score -4241188 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -4242299.500000 Penalty: 5199.285156
	Iteration 7F: 3 clusters Score -4242300 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4243882.000000 Penalty: 5199.285156
	Iteration 8F: 3 clusters Score -4243882 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4245912.500000 Penalty: 5199.285156
	Iteration 9F: 3 clusters Score -4245912 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4248018.000000 Penalty: 5199.285156
	Iteration 10F: 3 clusters Score -4248018 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4249678.500000 Penalty: 5199.285156
	Iteration 11Q: 3 clusters Score -4249678 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4250624.500000 Penalty: 5199.285156
	Iteration 12Q: 3 clusters Score -4250624 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4251038.500000 Penalty: 5199.285156
	Iteration 13Q: 3 clusters Score -4251038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -4251229.000000 Penalty: 5199.285156
	Iteration 14Q: 3 clusters Score -4251229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4251325.000000 Penalty: 5199.285156
	Iteration 15Q: 3 clusters Score -4251325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4251372.500000 Penalty: 5199.285156
	Iteration 16Q: 3 clusters Score -4251372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4251406.000000 Penalty: 5199.285156
	Iteration 17Q: 3 clusters Score -4251406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4251424.500000 Penalty: 5199.285156
	Iteration 18Q: 3 clusters Score -4251424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4251436.500000 Penalty: 5199.285156
	Iteration 19Q: 3 clusters Score -4251436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -4251441.000000 Penalty: 5199.285156
	Iteration 20F: 3 clusters Score -4251441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4251441.500000 Penalty: 5199.285156
	Iteration 21Q: 3 clusters Score -4251442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4251445.500000 Penalty: 5199.285156
	Iteration 22Q: 3 clusters Score -4251446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4251450.000000 Penalty: 5199.285156
	Iteration 23Q: 3 clusters Score -4251450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4251454.500000 Penalty: 5199.285156
	Iteration 24Q: 3 clusters Score -4251454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4251463.500000 Penalty: 5199.285156
	Iteration 25Q: 3 clusters Score -4251464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4251463.500000 Penalty: 5199.285156
	Iteration 26Q: 3 clusters Score -4251464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4251472.000000 Penalty: 5199.285156
	Iteration 27Q: 3 clusters Score -4251472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4251477.500000 Penalty: 5199.285156
	Iteration 28Q: 3 clusters Score -4251478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4251479.500000 Penalty: 5199.285156
	Iteration 29Q: 3 clusters Score -4251480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4251481.500000 Penalty: 5199.285156
	Iteration 30Q: 3 clusters Score -4251482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4251481.500000 Penalty: 5199.285156
	Iteration 31F: 3 clusters Score -4251482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -149848.609375 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -149848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -147696.609375 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -147696.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -148030.312500 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -148030.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148151.937500 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -148151.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -148214.734375 Penalty: 3573.258057
	Iteration 3Q: 3 clusters Score -148214.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -148265.062500 Penalty: 3573.258057
	Iteration 4Q: 3 clusters Score -148265.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148307.000000 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -148307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148351.593750 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -148351.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148418.843750 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -148418.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -148483.859375 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -148483.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -148520.843750 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -148520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -148541.750000 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -148541.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148559.906250 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -148559.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148583.921875 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -148583.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148603.687500 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -148603.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148632.359375 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -148632.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148661.265625 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -148661.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148675.609375 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -148675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148684.953125 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -148685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -148695.000000 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -148695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148702.000000 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -148702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148710.875000 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -148710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148721.265625 Penalty: 3573.258057
	Iteration 21Q: 3 clusters Score -148721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148729.171875 Penalty: 3573.258057
	Iteration 22Q: 3 clusters Score -148729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -148738.046875 Penalty: 3573.258057
	Iteration 23Q: 3 clusters Score -148738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -148747.953125 Penalty: 3573.258057
	Iteration 24Q: 3 clusters Score -148748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148758.765625 Penalty: 3573.258057
	Iteration 25Q: 3 clusters Score -148758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -148767.875000 Penalty: 3573.258057
	Iteration 26Q: 3 clusters Score -148767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -148778.968750 Penalty: 3573.258057
	Iteration 27Q: 3 clusters Score -148779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148791.125000 Penalty: 3573.258057
	Iteration 28Q: 3 clusters Score -148791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148799.765625 Penalty: 3573.258057
	Iteration 29Q: 3 clusters Score -148799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148830.140625 Penalty: 3573.258057
	Iteration 30Q: 3 clusters Score -148830.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148860.875000 Penalty: 3573.258057
	Iteration 31Q: 3 clusters Score -148860.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -148903.531250 Penalty: 3573.258057
	Iteration 32Q: 3 clusters Score -148903.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -148968.046875 Penalty: 3573.258057
	Iteration 33Q: 3 clusters Score -148968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -149026.218750 Penalty: 3573.258057
	Iteration 34Q: 3 clusters Score -149026.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149067.781250 Penalty: 3573.258057
	Iteration 35Q: 3 clusters Score -149067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -149091.546875 Penalty: 3573.258057
	Iteration 36Q: 3 clusters Score -149091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -149106.218750 Penalty: 3573.258057
	Iteration 37Q: 3 clusters Score -149106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149120.937500 Penalty: 3573.258057
	Iteration 38Q: 3 clusters Score -149120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -149131.171875 Penalty: 3573.258057
	Iteration 39Q: 3 clusters Score -149131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149135.921875 Penalty: 3573.258057
	Iteration 40F: 3 clusters Score -149135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149144.968750 Penalty: 3573.258057
	Iteration 41Q: 3 clusters Score -149145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -149150.062500 Penalty: 3573.258057
	Iteration 42Q: 3 clusters Score -149150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149159.125000 Penalty: 3573.258057
	Iteration 43Q: 3 clusters Score -149159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149162.687500 Penalty: 3573.258057
	Iteration 44Q: 3 clusters Score -149162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149165.390625 Penalty: 3573.258057
	Iteration 45Q: 3 clusters Score -149165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149165.390625 Penalty: 3573.258057
	Iteration 46F: 3 clusters Score -149165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -276021.468750 Penalty: 1952.368896
	Iteration 0F: 2 clusters Score -276021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -273083.062500 Penalty: 3904.737793
	Iteration 0F: 3 clusters Score -273083.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -273980.375000 Penalty: 3904.737793
	Iteration 1F: 3 clusters Score -273980.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -274548.531250 Penalty: 3904.737793
	Iteration 2F: 3 clusters Score -274548.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -275330.062500 Penalty: 3904.737793
	Iteration 3F: 3 clusters Score -275330.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -275963.718750 Penalty: 3904.737793
	Iteration 4F: 3 clusters Score -275963.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -276259.437500 Penalty: 3904.737793
	Iteration 5F: 3 clusters Score -276259.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -276375.718750 Penalty: 3904.737793
	Iteration 6Q: 3 clusters Score -276375.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -276422.031250 Penalty: 3904.737793
	Iteration 7Q: 3 clusters Score -276422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -276447.906250 Penalty: 3904.737793
	Iteration 8Q: 3 clusters Score -276447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -276461.781250 Penalty: 3904.737793
	Iteration 9Q: 3 clusters Score -276461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -276475.593750 Penalty: 3904.737793
	Iteration 10Q: 3 clusters Score -276475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -276485.500000 Penalty: 3904.737793
	Iteration 11Q: 3 clusters Score -276485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -276493.750000 Penalty: 3904.737793
	Iteration 12Q: 3 clusters Score -276493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -276499.625000 Penalty: 3904.737793
	Iteration 13Q: 3 clusters Score -276499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -276502.687500 Penalty: 3904.737793
	Iteration 14Q: 3 clusters Score -276502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -276505.250000 Penalty: 3904.737793
	Iteration 15Q: 3 clusters Score -276505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276508.343750 Penalty: 3904.737793
	Iteration 16Q: 3 clusters Score -276508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276508.812500 Penalty: 3904.737793
	Iteration 17Q: 3 clusters Score -276508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -276510.750000 Penalty: 3904.737793
	Iteration 18Q: 3 clusters Score -276510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -276511.843750 Penalty: 3904.737793
	Iteration 19Q: 3 clusters Score -276511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -276511.937500 Penalty: 3904.737793
	Iteration 20F: 3 clusters Score -276511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -276513.750000 Penalty: 3904.737793
	Iteration 21Q: 3 clusters Score -276513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276516.718750 Penalty: 3904.737793
	Iteration 22Q: 3 clusters Score -276516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276518.156250 Penalty: 3904.737793
	Iteration 23Q: 3 clusters Score -276518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276518.437500 Penalty: 3904.737793
	Iteration 24Q: 3 clusters Score -276518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276524.625000 Penalty: 3904.737793
	Iteration 25Q: 3 clusters Score -276524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -276525.468750 Penalty: 3904.737793
	Iteration 26Q: 3 clusters Score -276525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276526.218750 Penalty: 3904.737793
	Iteration 27Q: 3 clusters Score -276526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276526.218750 Penalty: 3904.737793
	Iteration 28F: 3 clusters Score -276526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176833 members 
Mstep: Class 5 contains 35683 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322669 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 19496 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321282 members 
Mstep: Class 18 contains 79872 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 97029 members 
Mstep: Class 21 contains 92328 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 58651 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188526 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 1245 members 
Entering Unmasked Estep 
Score: -183992784.000000 Penalty: 106334.703125
Splitting cluster 7 changes total score from -183993280.000000 to -183992784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1364065.500000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1364066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1354806.875000 Penalty: 4681.383301
	Iteration 0F: 3 clusters Score -1354807 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1357721.125000 Penalty: 4681.383301
	Iteration 1F: 3 clusters Score -1357721 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1358220.875000 Penalty: 4681.383301
	Iteration 2F: 3 clusters Score -1358221 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1358719.750000 Penalty: 4681.383301
	Iteration 3F: 3 clusters Score -1358720 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1359329.875000 Penalty: 4681.383301
	Iteration 4F: 3 clusters Score -1359330 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1359877.625000 Penalty: 4681.383301
	Iteration 5F: 3 clusters Score -1359878 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1360244.125000 Penalty: 4681.383301
	Iteration 6F: 3 clusters Score -1360244 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1360474.625000 Penalty: 4681.383301
	Iteration 7Q: 3 clusters Score -1360475 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1360673.750000 Penalty: 4681.383301
	Iteration 8Q: 3 clusters Score -1360674 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1360845.000000 Penalty: 4681.383301
	Iteration 9Q: 3 clusters Score -1360845 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1360987.625000 Penalty: 4681.383301
	Iteration 10Q: 3 clusters Score -1360988 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1361125.625000 Penalty: 4681.383301
	Iteration 11Q: 3 clusters Score -1361126 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1361256.500000 Penalty: 4681.383301
	Iteration 12Q: 3 clusters Score -1361256 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1361370.500000 Penalty: 4681.383301
	Iteration 13Q: 3 clusters Score -1361370 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1361485.500000 Penalty: 4681.383301
	Iteration 14Q: 3 clusters Score -1361486 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1361599.625000 Penalty: 4681.383301
	Iteration 15Q: 3 clusters Score -1361600 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1361707.875000 Penalty: 4681.383301
	Iteration 16Q: 3 clusters Score -1361708 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1361827.750000 Penalty: 4681.383301
	Iteration 17Q: 3 clusters Score -1361828 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1361960.500000 Penalty: 4681.383301
	Iteration 18Q: 3 clusters Score -1361960 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1362063.250000 Penalty: 4681.383301
	Iteration 19Q: 3 clusters Score -1362063 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1362168.000000 Penalty: 4681.383301
	Iteration 20F: 3 clusters Score -1362168 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1362260.375000 Penalty: 4681.383301
	Iteration 21Q: 3 clusters Score -1362260 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1362363.750000 Penalty: 4681.383301
	Iteration 22Q: 3 clusters Score -1362364 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1362465.125000 Penalty: 4681.383301
	Iteration 23Q: 3 clusters Score -1362465 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1362561.000000 Penalty: 4681.383301
	Iteration 24Q: 3 clusters Score -1362561 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1362661.375000 Penalty: 4681.383301
	Iteration 25Q: 3 clusters Score -1362661 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1362778.750000 Penalty: 4681.383301
	Iteration 26Q: 3 clusters Score -1362779 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1362906.125000 Penalty: 4681.383301
	Iteration 27Q: 3 clusters Score -1362906 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1363038.250000 Penalty: 4681.383301
	Iteration 28Q: 3 clusters Score -1363038 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1363181.500000 Penalty: 4681.383301
	Iteration 29Q: 3 clusters Score -1363182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1363296.375000 Penalty: 4681.383301
	Iteration 30Q: 3 clusters Score -1363296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1363397.375000 Penalty: 4681.383301
	Iteration 31Q: 3 clusters Score -1363397 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1363495.750000 Penalty: 4681.383301
	Iteration 32Q: 3 clusters Score -1363496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1363565.125000 Penalty: 4681.383301
	Iteration 33Q: 3 clusters Score -1363565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1363614.375000 Penalty: 4681.383301
	Iteration 34Q: 3 clusters Score -1363614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1363657.375000 Penalty: 4681.383301
	Iteration 35Q: 3 clusters Score -1363657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1363689.125000 Penalty: 4681.383301
	Iteration 36Q: 3 clusters Score -1363689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1363725.125000 Penalty: 4681.383301
	Iteration 37Q: 3 clusters Score -1363725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1363751.750000 Penalty: 4681.383301
	Iteration 38Q: 3 clusters Score -1363752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1363771.875000 Penalty: 4681.383301
	Iteration 39Q: 3 clusters Score -1363772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1363792.375000 Penalty: 4681.383301
	Iteration 40F: 3 clusters Score -1363792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1363812.250000 Penalty: 4681.383301
	Iteration 41Q: 3 clusters Score -1363812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1363831.750000 Penalty: 4681.383301
	Iteration 42Q: 3 clusters Score -1363832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1363850.750000 Penalty: 4681.383301
	Iteration 43Q: 3 clusters Score -1363851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1363881.250000 Penalty: 4681.383301
	Iteration 44Q: 3 clusters Score -1363881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1363906.500000 Penalty: 4681.383301
	Iteration 45Q: 3 clusters Score -1363906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1363934.250000 Penalty: 4681.383301
	Iteration 46Q: 3 clusters Score -1363934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1363979.750000 Penalty: 4681.383301
	Iteration 47Q: 3 clusters Score -1363980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1364014.375000 Penalty: 4681.383301
	Iteration 48Q: 3 clusters Score -1364014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1364042.625000 Penalty: 4681.383301
	Iteration 49Q: 3 clusters Score -1364043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1364057.375000 Penalty: 4681.383301
	Iteration 50Q: 3 clusters Score -1364057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1364067.125000 Penalty: 4681.383301
	Iteration 51Q: 3 clusters Score -1364067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1364073.500000 Penalty: 4681.383301
	Iteration 52Q: 3 clusters Score -1364074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1364073.250000 Penalty: 4681.383301
	Iteration 53Q: 3 clusters Score -1364073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1364074.500000 Penalty: 4681.383301
	Iteration 54Q: 3 clusters Score -1364074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1364076.375000 Penalty: 4681.383301
	Iteration 55Q: 3 clusters Score -1364076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1364077.250000 Penalty: 4681.383301
	Iteration 56Q: 3 clusters Score -1364077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1364078.125000 Penalty: 4681.383301
	Iteration 57Q: 3 clusters Score -1364078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1364078.500000 Penalty: 4681.383301
	Iteration 58Q: 3 clusters Score -1364078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1364079.250000 Penalty: 4681.383301
	Iteration 59Q: 3 clusters Score -1364079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1364080.375000 Penalty: 4681.383301
	Iteration 60F: 3 clusters Score -1364080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1364079.500000 Penalty: 4681.383301
	Iteration 61Q: 3 clusters Score -1364080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1364082.875000 Penalty: 4681.383301
	Iteration 62Q: 3 clusters Score -1364083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1364083.625000 Penalty: 4681.383301
	Iteration 63Q: 3 clusters Score -1364084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1364085.125000 Penalty: 4681.383301
	Iteration 64Q: 3 clusters Score -1364085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1364085.125000 Penalty: 4681.383301
	Iteration 65F: 3 clusters Score -1364085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176833 members 
Mstep: Class 5 contains 35683 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322669 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 19496 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321282 members 
Mstep: Class 18 contains 79872 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 97029 members 
Mstep: Class 21 contains 92328 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 58651 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188526 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 1276 members 
Entering Unmasked Estep 
Score: -183992800.000000 Penalty: 106334.703125
Splitting cluster 8 changes total score from -183993280.000000 to -183992800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50526.699219 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50526.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50711.878906 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50711.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50758.914062 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50758.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50774.425781 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50774.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50789.792969 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50789.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50795.812500 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -50795.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50800.242188 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -50800.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50801.597656 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -50801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50802.695312 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -50802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50802.695312 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -50802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Entering Unmasked Estep 
Score: -9751093.000000 Penalty: 2811.300781
	Iteration 0F: 2 clusters Score -9751093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -9695097.000000 Penalty: 5622.601562
	Iteration 0F: 3 clusters Score -9695097 nChanged 39378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -9717522.000000 Penalty: 5622.601562
	Iteration 1F: 3 clusters Score -9717522 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -9718676.000000 Penalty: 5622.601562
	Iteration 2Q: 3 clusters Score -9718676 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -9719872.000000 Penalty: 5622.601562
	Iteration 3Q: 3 clusters Score -9719872 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -9721254.000000 Penalty: 5622.601562
	Iteration 4Q: 3 clusters Score -9721254 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -9723146.000000 Penalty: 5622.601562
	Iteration 5Q: 3 clusters Score -9723146 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -9725324.000000 Penalty: 5622.601562
	Iteration 6F: 3 clusters Score -9725324 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -9727673.000000 Penalty: 5622.601562
	Iteration 7F: 3 clusters Score -9727673 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -9730296.000000 Penalty: 5622.601562
	Iteration 8F: 3 clusters Score -9730296 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -9732657.000000 Penalty: 5622.601562
	Iteration 9F: 3 clusters Score -9732657 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -9734432.000000 Penalty: 5622.601562
	Iteration 10Q: 3 clusters Score -9734432 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -9735572.000000 Penalty: 5622.601562
	Iteration 11Q: 3 clusters Score -9735572 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -9736250.000000 Penalty: 5622.601562
	Iteration 12Q: 3 clusters Score -9736250 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -9736661.000000 Penalty: 5622.601562
	Iteration 13Q: 3 clusters Score -9736661 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -9736981.000000 Penalty: 5622.601562
	Iteration 14Q: 3 clusters Score -9736981 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -9737213.000000 Penalty: 5622.601562
	Iteration 15Q: 3 clusters Score -9737213 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -9737405.000000 Penalty: 5622.601562
	Iteration 16Q: 3 clusters Score -9737405 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -9737596.000000 Penalty: 5622.601562
	Iteration 17Q: 3 clusters Score -9737596 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9737741.000000 Penalty: 5622.601562
	Iteration 18Q: 3 clusters Score -9737741 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -9738022.000000 Penalty: 5622.601562
	Iteration 19Q: 3 clusters Score -9738022 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -9738276.000000 Penalty: 5622.601562
	Iteration 20F: 3 clusters Score -9738276 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -9738581.000000 Penalty: 5622.601562
	Iteration 21Q: 3 clusters Score -9738581 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -9738941.000000 Penalty: 5622.601562
	Iteration 22Q: 3 clusters Score -9738941 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -9739365.000000 Penalty: 5622.601562
	Iteration 23Q: 3 clusters Score -9739365 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -9739794.000000 Penalty: 5622.601562
	Iteration 24Q: 3 clusters Score -9739794 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -9740320.000000 Penalty: 5622.601562
	Iteration 25Q: 3 clusters Score -9740320 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -9740963.000000 Penalty: 5622.601562
	Iteration 26Q: 3 clusters Score -9740963 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -9741688.000000 Penalty: 5622.601562
	Iteration 27Q: 3 clusters Score -9741688 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9742529.000000 Penalty: 5622.601562
	Iteration 28Q: 3 clusters Score -9742529 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -9743441.000000 Penalty: 5622.601562
	Iteration 29Q: 3 clusters Score -9743441 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -9744138.000000 Penalty: 5622.601562
	Iteration 30Q: 3 clusters Score -9744138 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -9744674.000000 Penalty: 5622.601562
	Iteration 31Q: 3 clusters Score -9744674 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -9745065.000000 Penalty: 5622.601562
	Iteration 32Q: 3 clusters Score -9745065 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -9745416.000000 Penalty: 5622.601562
	Iteration 33Q: 3 clusters Score -9745416 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -9745627.000000 Penalty: 5622.601562
	Iteration 34Q: 3 clusters Score -9745627 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -9745811.000000 Penalty: 5622.601562
	Iteration 35Q: 3 clusters Score -9745811 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -9745957.000000 Penalty: 5622.601562
	Iteration 36Q: 3 clusters Score -9745957 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -9746045.000000 Penalty: 5622.601562
	Iteration 37Q: 3 clusters Score -9746045 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -9746125.000000 Penalty: 5622.601562
	Iteration 38Q: 3 clusters Score -9746125 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -9746198.000000 Penalty: 5622.601562
	Iteration 39Q: 3 clusters Score -9746198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -9746316.000000 Penalty: 5622.601562
	Iteration 40F: 3 clusters Score -9746316 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -9746400.000000 Penalty: 5622.601562
	Iteration 41Q: 3 clusters Score -9746400 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -9746486.000000 Penalty: 5622.601562
	Iteration 42Q: 3 clusters Score -9746486 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -9746550.000000 Penalty: 5622.601562
	Iteration 43Q: 3 clusters Score -9746550 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -9746684.000000 Penalty: 5622.601562
	Iteration 44Q: 3 clusters Score -9746684 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -9746739.000000 Penalty: 5622.601562
	Iteration 45Q: 3 clusters Score -9746739 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -9746796.000000 Penalty: 5622.601562
	Iteration 46Q: 3 clusters Score -9746796 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -9746914.000000 Penalty: 5622.601562
	Iteration 47Q: 3 clusters Score -9746914 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -9747007.000000 Penalty: 5622.601562
	Iteration 48Q: 3 clusters Score -9747007 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -9747139.000000 Penalty: 5622.601562
	Iteration 49Q: 3 clusters Score -9747139 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -9747243.000000 Penalty: 5622.601562
	Iteration 50Q: 3 clusters Score -9747243 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -9747377.000000 Penalty: 5622.601562
	Iteration 51Q: 3 clusters Score -9747377 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -9747481.000000 Penalty: 5622.601562
	Iteration 52Q: 3 clusters Score -9747481 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -9747675.000000 Penalty: 5622.601562
	Iteration 53Q: 3 clusters Score -9747675 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -9747734.000000 Penalty: 5622.601562
	Iteration 54Q: 3 clusters Score -9747734 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -9747888.000000 Penalty: 5622.601562
	Iteration 55Q: 3 clusters Score -9747888 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -9748036.000000 Penalty: 5622.601562
	Iteration 56Q: 3 clusters Score -9748036 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -9748175.000000 Penalty: 5622.601562
	Iteration 57Q: 3 clusters Score -9748175 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -9748336.000000 Penalty: 5622.601562
	Iteration 58Q: 3 clusters Score -9748336 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -9748437.000000 Penalty: 5622.601562
	Iteration 59Q: 3 clusters Score -9748437 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -9748544.000000 Penalty: 5622.601562
	Iteration 60F: 3 clusters Score -9748544 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -9748673.000000 Penalty: 5622.601562
	Iteration 61Q: 3 clusters Score -9748673 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -9748757.000000 Penalty: 5622.601562
	Iteration 62Q: 3 clusters Score -9748757 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -9748897.000000 Penalty: 5622.601562
	Iteration 63Q: 3 clusters Score -9748897 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -9748970.000000 Penalty: 5622.601562
	Iteration 64Q: 3 clusters Score -9748970 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -9749051.000000 Penalty: 5622.601562
	Iteration 65Q: 3 clusters Score -9749051 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -9749203.000000 Penalty: 5622.601562
	Iteration 66Q: 3 clusters Score -9749203 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -9749219.000000 Penalty: 5622.601562
	Iteration 67Q: 3 clusters Score -9749219 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9749271.000000 Penalty: 5622.601562
	Iteration 68Q: 3 clusters Score -9749271 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9749333.000000 Penalty: 5622.601562
	Iteration 69Q: 3 clusters Score -9749333 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -9749380.000000 Penalty: 5622.601562
	Iteration 70Q: 3 clusters Score -9749380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9749416.000000 Penalty: 5622.601562
	Iteration 71Q: 3 clusters Score -9749416 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9749446.000000 Penalty: 5622.601562
	Iteration 72Q: 3 clusters Score -9749446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9749499.000000 Penalty: 5622.601562
	Iteration 73Q: 3 clusters Score -9749499 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9749526.000000 Penalty: 5622.601562
	Iteration 74Q: 3 clusters Score -9749526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9749557.000000 Penalty: 5622.601562
	Iteration 75Q: 3 clusters Score -9749557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9749596.000000 Penalty: 5622.601562
	Iteration 76Q: 3 clusters Score -9749596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9749623.000000 Penalty: 5622.601562
	Iteration 77Q: 3 clusters Score -9749623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9749649.000000 Penalty: 5622.601562
	Iteration 78Q: 3 clusters Score -9749649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9749656.000000 Penalty: 5622.601562
	Iteration 79Q: 3 clusters Score -9749656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9749658.000000 Penalty: 5622.601562
	Iteration 80F: 3 clusters Score -9749658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9749670.000000 Penalty: 5622.601562
	Iteration 81Q: 3 clusters Score -9749670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9749686.000000 Penalty: 5622.601562
	Iteration 82Q: 3 clusters Score -9749686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9749689.000000 Penalty: 5622.601562
	Iteration 83Q: 3 clusters Score -9749689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9749718.000000 Penalty: 5622.601562
	Iteration 84Q: 3 clusters Score -9749718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9749723.000000 Penalty: 5622.601562
	Iteration 85Q: 3 clusters Score -9749723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9749723.000000 Penalty: 5622.601562
	Iteration 86Q: 3 clusters Score -9749723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9749731.000000 Penalty: 5622.601562
	Iteration 87Q: 3 clusters Score -9749731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9749730.000000 Penalty: 5622.601562
	Iteration 88Q: 3 clusters Score -9749730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9749747.000000 Penalty: 5622.601562
	Iteration 89Q: 3 clusters Score -9749747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9749742.000000 Penalty: 5622.601562
	Iteration 90Q: 3 clusters Score -9749742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9749747.000000 Penalty: 5622.601562
	Iteration 91Q: 3 clusters Score -9749747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9749750.000000 Penalty: 5622.601562
	Iteration 92Q: 3 clusters Score -9749750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9749741.000000 Penalty: 5622.601562
	Iteration 93Q: 3 clusters Score -9749741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9749744.000000 Penalty: 5622.601562
	Iteration 94Q: 3 clusters Score -9749744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9749751.000000 Penalty: 5622.601562
	Iteration 95Q: 3 clusters Score -9749751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9749745.000000 Penalty: 5622.601562
	Iteration 96Q: 3 clusters Score -9749745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9749760.000000 Penalty: 5622.601562
	Iteration 97Q: 3 clusters Score -9749760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9749768.000000 Penalty: 5622.601562
	Iteration 98Q: 3 clusters Score -9749768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9749775.000000 Penalty: 5622.601562
	Iteration 99Q: 3 clusters Score -9749775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9749775.000000 Penalty: 5622.601562
	Iteration 100F: 3 clusters Score -9749775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9749778.000000 Penalty: 5622.601562
	Iteration 101Q: 3 clusters Score -9749778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9749772.000000 Penalty: 5622.601562
	Iteration 102Q: 3 clusters Score -9749772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9749772.000000 Penalty: 5622.601562
	Iteration 103Q: 3 clusters Score -9749772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9749771.000000 Penalty: 5622.601562
	Iteration 104Q: 3 clusters Score -9749771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9749771.000000 Penalty: 5622.601562
	Iteration 105F: 3 clusters Score -9749771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -141758.125000 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141758.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142110.406250 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142110.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142214.906250 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142214.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -142275.781250 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -142275.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -142313.515625 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -142313.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142335.390625 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -142335.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142350.765625 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -142350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -142365.125000 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -142365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142390.781250 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -142390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142434.296875 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -142434.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142516.515625 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -142516.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142665.250000 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -142665.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142904.890625 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -142904.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143043.953125 Penalty: 3554.468018
	Iteration 13F: 3 clusters Score -143044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143154.703125 Penalty: 3554.468018
	Iteration 14F: 3 clusters Score -143154.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -143272.671875 Penalty: 3554.468018
	Iteration 15F: 3 clusters Score -143272.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -143400.015625 Penalty: 3554.468018
	Iteration 16F: 3 clusters Score -143400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -143493.875000 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -143493.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -143609.656250 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -143609.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -143695.343750 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -143695.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -143734.000000 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -143734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -143765.546875 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -143765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -143788.781250 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -143788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -143801.375000 Penalty: 3554.468018
	Iteration 23Q: 3 clusters Score -143801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -143810.453125 Penalty: 3554.468018
	Iteration 24Q: 3 clusters Score -143810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -143843.031250 Penalty: 3554.468018
	Iteration 25Q: 3 clusters Score -143843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -143882.515625 Penalty: 3554.468018
	Iteration 26Q: 3 clusters Score -143882.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -143896.281250 Penalty: 3554.468018
	Iteration 27Q: 3 clusters Score -143896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -143905.343750 Penalty: 3554.468018
	Iteration 28Q: 3 clusters Score -143905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -143908.843750 Penalty: 3554.468018
	Iteration 29Q: 3 clusters Score -143908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -143910.437500 Penalty: 3554.468018
	Iteration 30Q: 3 clusters Score -143910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -143912.703125 Penalty: 3554.468018
	Iteration 31Q: 3 clusters Score -143912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -143963.078125 Penalty: 3554.468018
	Iteration 32F: 3 clusters Score -143963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -144077.234375 Penalty: 3554.468018
	Iteration 33Q: 3 clusters Score -144077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -144097.796875 Penalty: 3554.468018
	Iteration 34Q: 3 clusters Score -144097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -144105.812500 Penalty: 3554.468018
	Iteration 35Q: 3 clusters Score -144105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -144107.593750 Penalty: 3554.468018
	Iteration 36Q: 3 clusters Score -144107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -144107.593750 Penalty: 3554.468018
	Iteration 37F: 3 clusters Score -144107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176833 members 
Mstep: Class 5 contains 35683 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 322669 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 19496 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321282 members 
Mstep: Class 18 contains 79872 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 97029 members 
Mstep: Class 21 contains 92328 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 58651 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188526 members 
Mstep: Class 29 contains 871 members 
Mstep: Class 30 contains 205 members 
Entering Unmasked Estep 
Score: -183991376.000000 Penalty: 106334.703125
Splitting cluster 11 changes total score from -183993280.000000 to -183991376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (322669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322669 members 
Entering Unmasked Estep 
Score: -37861168.000000 Penalty: 3145.726807
	Iteration 0F: 2 clusters Score -3.786117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -37656316.000000 Penalty: 6291.453613
	Iteration 0F: 3 clusters Score -3.765632e+07 nChanged 156456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162318 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -37748704.000000 Penalty: 6291.453613
	Iteration 1F: 3 clusters Score -3.77487e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 159659 members 
Entering Unmasked Estep 
Score: -37749780.000000 Penalty: 6291.453613
	Iteration 2Q: 3 clusters Score -3.774978e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -37750976.000000 Penalty: 6291.453613
	Iteration 3Q: 3 clusters Score -3.775098e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165354 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -37752608.000000 Penalty: 6291.453613
	Iteration 4Q: 3 clusters Score -3.775261e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -37754184.000000 Penalty: 6291.453613
	Iteration 5Q: 3 clusters Score -3.775418e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -37756636.000000 Penalty: 6291.453613
	Iteration 6Q: 3 clusters Score -3.775664e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -37759800.000000 Penalty: 6291.453613
	Iteration 7Q: 3 clusters Score -3.77598e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182139 members 
Mstep: Class 2 contains 140530 members 
Entering Unmasked Estep 
Score: -37765220.000000 Penalty: 6291.453613
	Iteration 8Q: 3 clusters Score -3.776522e+07 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -37772712.000000 Penalty: 6291.453613
	Iteration 9Q: 3 clusters Score -3.777271e+07 nChanged 17504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202492 members 
Mstep: Class 2 contains 120177 members 
Entering Unmasked Estep 
Score: -37783468.000000 Penalty: 6291.453613
	Iteration 10F: 3 clusters Score -3.778347e+07 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214271 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -37795072.000000 Penalty: 6291.453613
	Iteration 11F: 3 clusters Score -3.779507e+07 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224281 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -37806876.000000 Penalty: 6291.453613
	Iteration 12F: 3 clusters Score -3.780688e+07 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231496 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -37815160.000000 Penalty: 6291.453613
	Iteration 13Q: 3 clusters Score -3.781516e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236429 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -37819648.000000 Penalty: 6291.453613
	Iteration 14Q: 3 clusters Score -3.781965e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240495 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -37821344.000000 Penalty: 6291.453613
	Iteration 15Q: 3 clusters Score -3.782134e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244476 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -37822316.000000 Penalty: 6291.453613
	Iteration 16Q: 3 clusters Score -3.782232e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248646 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -37823644.000000 Penalty: 6291.453613
	Iteration 17Q: 3 clusters Score -3.782364e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252897 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -37824992.000000 Penalty: 6291.453613
	Iteration 18Q: 3 clusters Score -3.782499e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257279 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -37826132.000000 Penalty: 6291.453613
	Iteration 19Q: 3 clusters Score -3.782613e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261785 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -37827548.000000 Penalty: 6291.453613
	Iteration 20F: 3 clusters Score -3.782755e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266376 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -37829396.000000 Penalty: 6291.453613
	Iteration 21Q: 3 clusters Score -3.78294e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270952 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -37830972.000000 Penalty: 6291.453613
	Iteration 22Q: 3 clusters Score -3.783097e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275551 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -37832956.000000 Penalty: 6291.453613
	Iteration 23Q: 3 clusters Score -3.783296e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280288 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -37835004.000000 Penalty: 6291.453613
	Iteration 24Q: 3 clusters Score -3.7835e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284850 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -37837384.000000 Penalty: 6291.453613
	Iteration 25Q: 3 clusters Score -3.783738e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289290 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -37839704.000000 Penalty: 6291.453613
	Iteration 26Q: 3 clusters Score -3.78397e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293696 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -37842100.000000 Penalty: 6291.453613
	Iteration 27Q: 3 clusters Score -3.78421e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297951 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -37845452.000000 Penalty: 6291.453613
	Iteration 28Q: 3 clusters Score -3.784545e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302070 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -37848896.000000 Penalty: 6291.453613
	Iteration 29Q: 3 clusters Score -3.78489e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305954 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -37851788.000000 Penalty: 6291.453613
	Iteration 30Q: 3 clusters Score -3.785179e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309330 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -37854428.000000 Penalty: 6291.453613
	Iteration 31Q: 3 clusters Score -3.785443e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312297 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -37856200.000000 Penalty: 6291.453613
	Iteration 32Q: 3 clusters Score -3.78562e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314851 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -37856972.000000 Penalty: 6291.453613
	Iteration 33Q: 3 clusters Score -3.785697e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316910 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -37857476.000000 Penalty: 6291.453613
	Iteration 34Q: 3 clusters Score -3.785748e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318492 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -37857872.000000 Penalty: 6291.453613
	Iteration 35Q: 3 clusters Score -3.785787e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319639 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -37858056.000000 Penalty: 6291.453613
	Iteration 36Q: 3 clusters Score -3.785806e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320410 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -37858164.000000 Penalty: 6291.453613
	Iteration 37Q: 3 clusters Score -3.785816e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320901 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -37858352.000000 Penalty: 6291.453613
	Iteration 38Q: 3 clusters Score -3.785835e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321244 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -37858484.000000 Penalty: 6291.453613
	Iteration 39Q: 3 clusters Score -3.785848e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321482 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -37858512.000000 Penalty: 6291.453613
	Iteration 40F: 3 clusters Score -3.785851e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321638 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -37858496.000000 Penalty: 6291.453613
	Iteration 41Q: 3 clusters Score -3.78585e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321734 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -37858568.000000 Penalty: 6291.453613
	Iteration 42Q: 3 clusters Score -3.785857e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321802 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -37858580.000000 Penalty: 6291.453613
	Iteration 43Q: 3 clusters Score -3.785858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321847 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -37858588.000000 Penalty: 6291.453613
	Iteration 44Q: 3 clusters Score -3.785859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321879 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -37858628.000000 Penalty: 6291.453613
	Iteration 45Q: 3 clusters Score -3.785863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321897 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -37858636.000000 Penalty: 6291.453613
	Iteration 46Q: 3 clusters Score -3.785864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321909 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -37858640.000000 Penalty: 6291.453613
	Iteration 47Q: 3 clusters Score -3.785864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321920 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -37858676.000000 Penalty: 6291.453613
	Iteration 48Q: 3 clusters Score -3.785868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321936 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -37858688.000000 Penalty: 6291.453613
	Iteration 49Q: 3 clusters Score -3.785869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321948 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -37858684.000000 Penalty: 6291.453613
	Iteration 50Q: 3 clusters Score -3.785868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321964 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -37858680.000000 Penalty: 6291.453613
	Iteration 51Q: 3 clusters Score -3.785868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321974 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -37858708.000000 Penalty: 6291.453613
	Iteration 52Q: 3 clusters Score -3.785871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321979 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -37858700.000000 Penalty: 6291.453613
	Iteration 53Q: 3 clusters Score -3.78587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321986 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -37858684.000000 Penalty: 6291.453613
	Iteration 54Q: 3 clusters Score -3.785868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321992 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -37858716.000000 Penalty: 6291.453613
	Iteration 55Q: 3 clusters Score -3.785872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321993 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -37858708.000000 Penalty: 6291.453613
	Iteration 56Q: 3 clusters Score -3.785871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321996 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -37858728.000000 Penalty: 6291.453613
	Iteration 57Q: 3 clusters Score -3.785873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321999 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -37858716.000000 Penalty: 6291.453613
	Iteration 58Q: 3 clusters Score -3.785872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322006 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -37858744.000000 Penalty: 6291.453613
	Iteration 59Q: 3 clusters Score -3.785874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322010 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -37858728.000000 Penalty: 6291.453613
	Iteration 60F: 3 clusters Score -3.785873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322015 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -37858756.000000 Penalty: 6291.453613
	Iteration 61Q: 3 clusters Score -3.785876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322017 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -37858764.000000 Penalty: 6291.453613
	Iteration 62Q: 3 clusters Score -3.785876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322018 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -37858756.000000 Penalty: 6291.453613
	Iteration 63Q: 3 clusters Score -3.785876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322021 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -37858768.000000 Penalty: 6291.453613
	Iteration 64Q: 3 clusters Score -3.785877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -37858756.000000 Penalty: 6291.453613
	Iteration 65Q: 3 clusters Score -3.785876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322019 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -37858756.000000 Penalty: 6291.453613
	Iteration 66F: 3 clusters Score -3.785876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Entering Unmasked Estep 
Score: -2660241.250000 Penalty: 2482.894043
	Iteration 0F: 2 clusters Score -2660241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2644711.500000 Penalty: 4965.788086
	Iteration 0F: 3 clusters Score -2644712 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2650096.750000 Penalty: 4965.788086
	Iteration 1F: 3 clusters Score -2650097 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2650464.500000 Penalty: 4965.788086
	Iteration 2F: 3 clusters Score -2650464 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2650725.250000 Penalty: 4965.788086
	Iteration 3Q: 3 clusters Score -2650725 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2650973.750000 Penalty: 4965.788086
	Iteration 4Q: 3 clusters Score -2650974 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2651196.000000 Penalty: 4965.788086
	Iteration 5Q: 3 clusters Score -2651196 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2651387.250000 Penalty: 4965.788086
	Iteration 6Q: 3 clusters Score -2651387 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2651599.000000 Penalty: 4965.788086
	Iteration 7Q: 3 clusters Score -2651599 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2651859.750000 Penalty: 4965.788086
	Iteration 8Q: 3 clusters Score -2651860 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2652214.500000 Penalty: 4965.788086
	Iteration 9Q: 3 clusters Score -2652214 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2652689.500000 Penalty: 4965.788086
	Iteration 10Q: 3 clusters Score -2652690 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2653343.250000 Penalty: 4965.788086
	Iteration 11Q: 3 clusters Score -2653343 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2654190.500000 Penalty: 4965.788086
	Iteration 12F: 3 clusters Score -2654190 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2655170.000000 Penalty: 4965.788086
	Iteration 13F: 3 clusters Score -2655170 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2656127.750000 Penalty: 4965.788086
	Iteration 14F: 3 clusters Score -2656128 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2656930.500000 Penalty: 4965.788086
	Iteration 15Q: 3 clusters Score -2656930 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2657417.750000 Penalty: 4965.788086
	Iteration 16Q: 3 clusters Score -2657418 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2657704.750000 Penalty: 4965.788086
	Iteration 17Q: 3 clusters Score -2657705 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2657850.000000 Penalty: 4965.788086
	Iteration 18Q: 3 clusters Score -2657850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2657935.750000 Penalty: 4965.788086
	Iteration 19Q: 3 clusters Score -2657936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2657976.500000 Penalty: 4965.788086
	Iteration 20F: 3 clusters Score -2657976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2658004.250000 Penalty: 4965.788086
	Iteration 21Q: 3 clusters Score -2658004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2658029.500000 Penalty: 4965.788086
	Iteration 22Q: 3 clusters Score -2658030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2658041.250000 Penalty: 4965.788086
	Iteration 23Q: 3 clusters Score -2658041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2658051.750000 Penalty: 4965.788086
	Iteration 24Q: 3 clusters Score -2658052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2658054.000000 Penalty: 4965.788086
	Iteration 25Q: 3 clusters Score -2658054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2658064.500000 Penalty: 4965.788086
	Iteration 26Q: 3 clusters Score -2658064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2658068.500000 Penalty: 4965.788086
	Iteration 27Q: 3 clusters Score -2658068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2658069.750000 Penalty: 4965.788086
	Iteration 28Q: 3 clusters Score -2658070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2658069.750000 Penalty: 4965.788086
	Iteration 29F: 3 clusters Score -2658070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Entering Unmasked Estep 
Score: -2267064.500000 Penalty: 2449.735352
	Iteration 0F: 2 clusters Score -2267064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2253207.500000 Penalty: 4899.470703
	Iteration 0F: 3 clusters Score -2253208 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2258171.500000 Penalty: 4899.470703
	Iteration 1F: 3 clusters Score -2258172 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2258868.250000 Penalty: 4899.470703
	Iteration 2F: 3 clusters Score -2258868 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2259522.250000 Penalty: 4899.470703
	Iteration 3F: 3 clusters Score -2259522 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2260218.000000 Penalty: 4899.470703
	Iteration 4F: 3 clusters Score -2260218 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2261016.250000 Penalty: 4899.470703
	Iteration 5F: 3 clusters Score -2261016 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2261862.500000 Penalty: 4899.470703
	Iteration 6F: 3 clusters Score -2261862 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2262650.500000 Penalty: 4899.470703
	Iteration 7F: 3 clusters Score -2262650 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2263445.750000 Penalty: 4899.470703
	Iteration 8F: 3 clusters Score -2263446 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2264206.250000 Penalty: 4899.470703
	Iteration 9Q: 3 clusters Score -2264206 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2264937.750000 Penalty: 4899.470703
	Iteration 10Q: 3 clusters Score -2264938 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2265576.250000 Penalty: 4899.470703
	Iteration 11Q: 3 clusters Score -2265576 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2265974.750000 Penalty: 4899.470703
	Iteration 12Q: 3 clusters Score -2265975 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2266192.750000 Penalty: 4899.470703
	Iteration 13Q: 3 clusters Score -2266193 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2266304.250000 Penalty: 4899.470703
	Iteration 14Q: 3 clusters Score -2266304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2266373.750000 Penalty: 4899.470703
	Iteration 15Q: 3 clusters Score -2266374 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2266413.000000 Penalty: 4899.470703
	Iteration 16Q: 3 clusters Score -2266413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2266438.250000 Penalty: 4899.470703
	Iteration 17Q: 3 clusters Score -2266438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2266454.250000 Penalty: 4899.470703
	Iteration 18Q: 3 clusters Score -2266454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2266467.000000 Penalty: 4899.470703
	Iteration 19Q: 3 clusters Score -2266467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2266481.500000 Penalty: 4899.470703
	Iteration 20F: 3 clusters Score -2266482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2266487.000000 Penalty: 4899.470703
	Iteration 21Q: 3 clusters Score -2266487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2266494.500000 Penalty: 4899.470703
	Iteration 22Q: 3 clusters Score -2266494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2266503.000000 Penalty: 4899.470703
	Iteration 23Q: 3 clusters Score -2266503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2266521.750000 Penalty: 4899.470703
	Iteration 24Q: 3 clusters Score -2266522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2266521.000000 Penalty: 4899.470703
	Iteration 25Q: 3 clusters Score -2266521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2266527.750000 Penalty: 4899.470703
	Iteration 26Q: 3 clusters Score -2266528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2266538.750000 Penalty: 4899.470703
	Iteration 27Q: 3 clusters Score -2266539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2266542.500000 Penalty: 4899.470703
	Iteration 28Q: 3 clusters Score -2266542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2266540.750000 Penalty: 4899.470703
	Iteration 29Q: 3 clusters Score -2266541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2266533.250000 Penalty: 4899.470703
	Iteration 30Q: 3 clusters Score -2266533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2266537.250000 Penalty: 4899.470703
	Iteration 31Q: 3 clusters Score -2266537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2266536.000000 Penalty: 4899.470703
	Iteration 32Q: 3 clusters Score -2266536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2266537.750000 Penalty: 4899.470703
	Iteration 33Q: 3 clusters Score -2266538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2266536.250000 Penalty: 4899.470703
	Iteration 34Q: 3 clusters Score -2266536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2266535.250000 Penalty: 4899.470703
	Iteration 35Q: 3 clusters Score -2266535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2266536.000000 Penalty: 4899.470703
	Iteration 36Q: 3 clusters Score -2266536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2266535.750000 Penalty: 4899.470703
	Iteration 37Q: 3 clusters Score -2266536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2266538.750000 Penalty: 4899.470703
	Iteration 38Q: 3 clusters Score -2266539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2266541.750000 Penalty: 4899.470703
	Iteration 39Q: 3 clusters Score -2266542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2266541.500000 Penalty: 4899.470703
	Iteration 40F: 3 clusters Score -2266542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2266540.750000 Penalty: 4899.470703
	Iteration 41Q: 3 clusters Score -2266541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2266540.750000 Penalty: 4899.470703
	Iteration 42F: 3 clusters Score -2266541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100017.062500 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100017.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100411.414062 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100411.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100665.421875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100665.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100922.875000 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -100922.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101117.671875 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101117.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101272.062500 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -101272.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101400.937500 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -101400.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101486.578125 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101486.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101608.289062 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101608.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101728.312500 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101728.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101773.843750 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101801.078125 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101834.093750 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -101834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101869.273438 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -101869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101910.390625 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -101910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101917.265625 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -101917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101917.851562 Penalty: 3448.553467
	Iteration 16F: 3 clusters Score -101917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101920.460938 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -101920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101922.335938 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -101922.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101922.335938 Penalty: 3448.553467
	Iteration 19F: 3 clusters Score -101922.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -826115.125000 Penalty: 2204.172119
	Iteration 0F: 2 clusters Score -826115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -820233.187500 Penalty: 4408.344238
	Iteration 0F: 3 clusters Score -820233.2 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -821821.750000 Penalty: 4408.344238
	Iteration 1F: 3 clusters Score -821821.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -822172.250000 Penalty: 4408.344238
	Iteration 2F: 3 clusters Score -822172.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -822468.875000 Penalty: 4408.344238
	Iteration 3F: 3 clusters Score -822468.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -822748.187500 Penalty: 4408.344238
	Iteration 4F: 3 clusters Score -822748.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -822981.875000 Penalty: 4408.344238
	Iteration 5Q: 3 clusters Score -822981.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -823188.312500 Penalty: 4408.344238
	Iteration 6Q: 3 clusters Score -823188.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -823368.562500 Penalty: 4408.344238
	Iteration 7Q: 3 clusters Score -823368.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -823534.125000 Penalty: 4408.344238
	Iteration 8Q: 3 clusters Score -823534.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -823701.812500 Penalty: 4408.344238
	Iteration 9Q: 3 clusters Score -823701.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -823824.250000 Penalty: 4408.344238
	Iteration 10Q: 3 clusters Score -823824.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -823943.437500 Penalty: 4408.344238
	Iteration 11Q: 3 clusters Score -823943.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -824044.750000 Penalty: 4408.344238
	Iteration 12Q: 3 clusters Score -824044.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -824141.250000 Penalty: 4408.344238
	Iteration 13Q: 3 clusters Score -824141.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -824210.062500 Penalty: 4408.344238
	Iteration 14Q: 3 clusters Score -824210.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -824251.187500 Penalty: 4408.344238
	Iteration 15Q: 3 clusters Score -824251.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -824288.687500 Penalty: 4408.344238
	Iteration 16Q: 3 clusters Score -824288.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -824311.625000 Penalty: 4408.344238
	Iteration 17Q: 3 clusters Score -824311.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -824334.937500 Penalty: 4408.344238
	Iteration 18Q: 3 clusters Score -824334.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -824358.500000 Penalty: 4408.344238
	Iteration 19Q: 3 clusters Score -824358.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -824375.625000 Penalty: 4408.344238
	Iteration 20F: 3 clusters Score -824375.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -824394.375000 Penalty: 4408.344238
	Iteration 21Q: 3 clusters Score -824394.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -824404.125000 Penalty: 4408.344238
	Iteration 22Q: 3 clusters Score -824404.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -824406.250000 Penalty: 4408.344238
	Iteration 23Q: 3 clusters Score -824406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -824408.875000 Penalty: 4408.344238
	Iteration 24Q: 3 clusters Score -824408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -824409.125000 Penalty: 4408.344238
	Iteration 25Q: 3 clusters Score -824409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -824411.562500 Penalty: 4408.344238
	Iteration 26Q: 3 clusters Score -824411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -824411.562500 Penalty: 4408.344238
	Iteration 27Q: 3 clusters Score -824411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -824411.562500 Penalty: 4408.344238
	Iteration 28F: 3 clusters Score -824411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321282 members 
Entering Unmasked Estep 
Score: -37544340.000000 Penalty: 3144.658447
	Iteration 0F: 2 clusters Score -3.754434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 160599 members 
Entering Unmasked Estep 
Score: -37334540.000000 Penalty: 6289.316895
	Iteration 0F: 3 clusters Score -3.733454e+07 nChanged 155505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156618 members 
Mstep: Class 2 contains 164664 members 
Entering Unmasked Estep 
Score: -37426836.000000 Penalty: 6289.316895
	Iteration 1F: 3 clusters Score -3.742684e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -37428204.000000 Penalty: 6289.316895
	Iteration 2Q: 3 clusters Score -3.74282e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -37429624.000000 Penalty: 6289.316895
	Iteration 3Q: 3 clusters Score -3.742962e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145409 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -37431524.000000 Penalty: 6289.316895
	Iteration 4Q: 3 clusters Score -3.743152e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 183705 members 
Entering Unmasked Estep 
Score: -37434788.000000 Penalty: 6289.316895
	Iteration 5Q: 3 clusters Score -3.743479e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 194903 members 
Entering Unmasked Estep 
Score: -37440552.000000 Penalty: 6289.316895
	Iteration 6Q: 3 clusters Score -3.744055e+07 nChanged 16778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 210023 members 
Entering Unmasked Estep 
Score: -37450592.000000 Penalty: 6289.316895
	Iteration 7F: 3 clusters Score -3.745059e+07 nChanged 20038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 228655 members 
Entering Unmasked Estep 
Score: -37465864.000000 Penalty: 6289.316895
	Iteration 8F: 3 clusters Score -3.746586e+07 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 247850 members 
Entering Unmasked Estep 
Score: -37485428.000000 Penalty: 6289.316895
	Iteration 9F: 3 clusters Score -3.748543e+07 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 263023 members 
Entering Unmasked Estep 
Score: -37502112.000000 Penalty: 6289.316895
	Iteration 10F: 3 clusters Score -3.750211e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 272838 members 
Entering Unmasked Estep 
Score: -37512668.000000 Penalty: 6289.316895
	Iteration 11Q: 3 clusters Score -3.751267e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 279623 members 
Entering Unmasked Estep 
Score: -37518728.000000 Penalty: 6289.316895
	Iteration 12Q: 3 clusters Score -3.751873e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 285269 members 
Entering Unmasked Estep 
Score: -37522564.000000 Penalty: 6289.316895
	Iteration 13Q: 3 clusters Score -3.752256e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 290261 members 
Entering Unmasked Estep 
Score: -37525784.000000 Penalty: 6289.316895
	Iteration 14Q: 3 clusters Score -3.752578e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 294760 members 
Entering Unmasked Estep 
Score: -37528500.000000 Penalty: 6289.316895
	Iteration 15Q: 3 clusters Score -3.75285e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 298791 members 
Entering Unmasked Estep 
Score: -37531372.000000 Penalty: 6289.316895
	Iteration 16Q: 3 clusters Score -3.753137e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 302479 members 
Entering Unmasked Estep 
Score: -37533664.000000 Penalty: 6289.316895
	Iteration 17Q: 3 clusters Score -3.753366e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 305688 members 
Entering Unmasked Estep 
Score: -37535796.000000 Penalty: 6289.316895
	Iteration 18Q: 3 clusters Score -3.75358e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 308566 members 
Entering Unmasked Estep 
Score: -37537668.000000 Penalty: 6289.316895
	Iteration 19Q: 3 clusters Score -3.753767e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 311125 members 
Entering Unmasked Estep 
Score: -37539004.000000 Penalty: 6289.316895
	Iteration 20F: 3 clusters Score -3.7539e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 313270 members 
Entering Unmasked Estep 
Score: -37539708.000000 Penalty: 6289.316895
	Iteration 21Q: 3 clusters Score -3.753971e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 315033 members 
Entering Unmasked Estep 
Score: -37540040.000000 Penalty: 6289.316895
	Iteration 22Q: 3 clusters Score -3.754004e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 316443 members 
Entering Unmasked Estep 
Score: -37540604.000000 Penalty: 6289.316895
	Iteration 23Q: 3 clusters Score -3.75406e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 317517 members 
Entering Unmasked Estep 
Score: -37540816.000000 Penalty: 6289.316895
	Iteration 24Q: 3 clusters Score -3.754082e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 318366 members 
Entering Unmasked Estep 
Score: -37541168.000000 Penalty: 6289.316895
	Iteration 25Q: 3 clusters Score -3.754117e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 318968 members 
Entering Unmasked Estep 
Score: -37541548.000000 Penalty: 6289.316895
	Iteration 26Q: 3 clusters Score -3.754155e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 319399 members 
Entering Unmasked Estep 
Score: -37541620.000000 Penalty: 6289.316895
	Iteration 27Q: 3 clusters Score -3.754162e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 319737 members 
Entering Unmasked Estep 
Score: -37541700.000000 Penalty: 6289.316895
	Iteration 28Q: 3 clusters Score -3.75417e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 319963 members 
Entering Unmasked Estep 
Score: -37541672.000000 Penalty: 6289.316895
	Iteration 29Q: 3 clusters Score -3.754167e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 320127 members 
Entering Unmasked Estep 
Score: -37541772.000000 Penalty: 6289.316895
	Iteration 30Q: 3 clusters Score -3.754177e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 320244 members 
Entering Unmasked Estep 
Score: -37541824.000000 Penalty: 6289.316895
	Iteration 31Q: 3 clusters Score -3.754182e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 320325 members 
Entering Unmasked Estep 
Score: -37541836.000000 Penalty: 6289.316895
	Iteration 32Q: 3 clusters Score -3.754184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 320374 members 
Entering Unmasked Estep 
Score: -37541864.000000 Penalty: 6289.316895
	Iteration 33Q: 3 clusters Score -3.754186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 320418 members 
Entering Unmasked Estep 
Score: -37541860.000000 Penalty: 6289.316895
	Iteration 34Q: 3 clusters Score -3.754186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 320449 members 
Entering Unmasked Estep 
Score: -37541868.000000 Penalty: 6289.316895
	Iteration 35Q: 3 clusters Score -3.754187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 320462 members 
Entering Unmasked Estep 
Score: -37541896.000000 Penalty: 6289.316895
	Iteration 36Q: 3 clusters Score -3.75419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 320479 members 
Entering Unmasked Estep 
Score: -37541916.000000 Penalty: 6289.316895
	Iteration 37Q: 3 clusters Score -3.754192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 320492 members 
Entering Unmasked Estep 
Score: -37541888.000000 Penalty: 6289.316895
	Iteration 38Q: 3 clusters Score -3.754189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 320495 members 
Entering Unmasked Estep 
Score: -37541900.000000 Penalty: 6289.316895
	Iteration 39Q: 3 clusters Score -3.75419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 320500 members 
Entering Unmasked Estep 
Score: -37541880.000000 Penalty: 6289.316895
	Iteration 40F: 3 clusters Score -3.754188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 320503 members 
Entering Unmasked Estep 
Score: -37541900.000000 Penalty: 6289.316895
	Iteration 41Q: 3 clusters Score -3.75419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 320504 members 
Entering Unmasked Estep 
Score: -37541912.000000 Penalty: 6289.316895
	Iteration 42Q: 3 clusters Score -3.754191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 320507 members 
Entering Unmasked Estep 
Score: -37541916.000000 Penalty: 6289.316895
	Iteration 43Q: 3 clusters Score -3.754192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 320509 members 
Entering Unmasked Estep 
Score: -37541908.000000 Penalty: 6289.316895
	Iteration 44Q: 3 clusters Score -3.754191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 320509 members 
Entering Unmasked Estep 
Score: -37541896.000000 Penalty: 6289.316895
	Iteration 45Q: 3 clusters Score -3.75419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 320514 members 
Entering Unmasked Estep 
Score: -37541916.000000 Penalty: 6289.316895
	Iteration 46Q: 3 clusters Score -3.754192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 320518 members 
Entering Unmasked Estep 
Score: -37541912.000000 Penalty: 6289.316895
	Iteration 47Q: 3 clusters Score -3.754191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 320522 members 
Entering Unmasked Estep 
Score: -37541904.000000 Penalty: 6289.316895
	Iteration 48Q: 3 clusters Score -3.75419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 320532 members 
Entering Unmasked Estep 
Score: -37541920.000000 Penalty: 6289.316895
	Iteration 49Q: 3 clusters Score -3.754192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 320540 members 
Entering Unmasked Estep 
Score: -37541960.000000 Penalty: 6289.316895
	Iteration 50Q: 3 clusters Score -3.754196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 320545 members 
Entering Unmasked Estep 
Score: -37541944.000000 Penalty: 6289.316895
	Iteration 51Q: 3 clusters Score -3.754194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 320553 members 
Entering Unmasked Estep 
Score: -37541940.000000 Penalty: 6289.316895
	Iteration 52Q: 3 clusters Score -3.754194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 320559 members 
Entering Unmasked Estep 
Score: -37541956.000000 Penalty: 6289.316895
	Iteration 53Q: 3 clusters Score -3.754196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 320562 members 
Entering Unmasked Estep 
Score: -37541956.000000 Penalty: 6289.316895
	Iteration 54Q: 3 clusters Score -3.754196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 320563 members 
Entering Unmasked Estep 
Score: -37541964.000000 Penalty: 6289.316895
	Iteration 55Q: 3 clusters Score -3.754196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 320563 members 
Entering Unmasked Estep 
Score: -37541964.000000 Penalty: 6289.316895
	Iteration 56F: 3 clusters Score -3.754196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Entering Unmasked Estep 
Score: -9083216.000000 Penalty: 2799.468750
	Iteration 0F: 2 clusters Score -9083216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -9029554.000000 Penalty: 5598.937500
	Iteration 0F: 3 clusters Score -9029554 nChanged 37503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -9051271.000000 Penalty: 5598.937500
	Iteration 1F: 3 clusters Score -9051271 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -9052410.000000 Penalty: 5598.937500
	Iteration 2Q: 3 clusters Score -9052410 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -9053819.000000 Penalty: 5598.937500
	Iteration 3Q: 3 clusters Score -9053819 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -9055774.000000 Penalty: 5598.937500
	Iteration 4F: 3 clusters Score -9055774 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9058268.000000 Penalty: 5598.937500
	Iteration 5F: 3 clusters Score -9058268 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -9061187.000000 Penalty: 5598.937500
	Iteration 6F: 3 clusters Score -9061187 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -9064069.000000 Penalty: 5598.937500
	Iteration 7F: 3 clusters Score -9064069 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -9065979.000000 Penalty: 5598.937500
	Iteration 8F: 3 clusters Score -9065979 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -9067197.000000 Penalty: 5598.937500
	Iteration 9Q: 3 clusters Score -9067197 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -9067935.000000 Penalty: 5598.937500
	Iteration 10Q: 3 clusters Score -9067935 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -9068450.000000 Penalty: 5598.937500
	Iteration 11Q: 3 clusters Score -9068450 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -9068894.000000 Penalty: 5598.937500
	Iteration 12Q: 3 clusters Score -9068894 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -9069316.000000 Penalty: 5598.937500
	Iteration 13Q: 3 clusters Score -9069316 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -9069954.000000 Penalty: 5598.937500
	Iteration 14Q: 3 clusters Score -9069954 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -9070853.000000 Penalty: 5598.937500
	Iteration 15Q: 3 clusters Score -9070853 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -9072243.000000 Penalty: 5598.937500
	Iteration 16Q: 3 clusters Score -9072243 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -9074331.000000 Penalty: 5598.937500
	Iteration 17Q: 3 clusters Score -9074331 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -9077007.000000 Penalty: 5598.937500
	Iteration 18Q: 3 clusters Score -9077007 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -9079144.000000 Penalty: 5598.937500
	Iteration 19Q: 3 clusters Score -9079144 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -9080204.000000 Penalty: 5598.937500
	Iteration 20F: 3 clusters Score -9080204 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -9080766.000000 Penalty: 5598.937500
	Iteration 21Q: 3 clusters Score -9080766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -9080977.000000 Penalty: 5598.937500
	Iteration 22Q: 3 clusters Score -9080977 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -9081082.000000 Penalty: 5598.937500
	Iteration 23Q: 3 clusters Score -9081082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -9081143.000000 Penalty: 5598.937500
	Iteration 24Q: 3 clusters Score -9081143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -9081174.000000 Penalty: 5598.937500
	Iteration 25Q: 3 clusters Score -9081174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -9081197.000000 Penalty: 5598.937500
	Iteration 26Q: 3 clusters Score -9081197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -9081216.000000 Penalty: 5598.937500
	Iteration 27Q: 3 clusters Score -9081216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -9081229.000000 Penalty: 5598.937500
	Iteration 28Q: 3 clusters Score -9081229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -9081237.000000 Penalty: 5598.937500
	Iteration 29Q: 3 clusters Score -9081237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -9081233.000000 Penalty: 5598.937500
	Iteration 30Q: 3 clusters Score -9081233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -9081248.000000 Penalty: 5598.937500
	Iteration 31Q: 3 clusters Score -9081248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -9081261.000000 Penalty: 5598.937500
	Iteration 32Q: 3 clusters Score -9081261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -9081262.000000 Penalty: 5598.937500
	Iteration 33Q: 3 clusters Score -9081262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -9081261.000000 Penalty: 5598.937500
	Iteration 34Q: 3 clusters Score -9081261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -9081262.000000 Penalty: 5598.937500
	Iteration 35Q: 3 clusters Score -9081262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -9081261.000000 Penalty: 5598.937500
	Iteration 36Q: 3 clusters Score -9081261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -9081256.000000 Penalty: 5598.937500
	Iteration 37Q: 3 clusters Score -9081256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -9081262.000000 Penalty: 5598.937500
	Iteration 38Q: 3 clusters Score -9081262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -9081262.000000 Penalty: 5598.937500
	Iteration 39Q: 3 clusters Score -9081262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -9081268.000000 Penalty: 5598.937500
	Iteration 40F: 3 clusters Score -9081268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -9081270.000000 Penalty: 5598.937500
	Iteration 41Q: 3 clusters Score -9081270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -9081268.000000 Penalty: 5598.937500
	Iteration 42Q: 3 clusters Score -9081268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -9081281.000000 Penalty: 5598.937500
	Iteration 43Q: 3 clusters Score -9081281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -9081282.000000 Penalty: 5598.937500
	Iteration 44Q: 3 clusters Score -9081282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -9081280.000000 Penalty: 5598.937500
	Iteration 45Q: 3 clusters Score -9081280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -9081276.000000 Penalty: 5598.937500
	Iteration 46Q: 3 clusters Score -9081276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -9081279.000000 Penalty: 5598.937500
	Iteration 47Q: 3 clusters Score -9081279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -9081279.000000 Penalty: 5598.937500
	Iteration 48F: 3 clusters Score -9081279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Entering Unmasked Estep 
Score: -6048262.500000 Penalty: 2689.278564
	Iteration 0F: 2 clusters Score -6048262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -6013856.000000 Penalty: 5378.557129
	Iteration 0F: 3 clusters Score -6013856 nChanged 23639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -6027052.500000 Penalty: 5378.557129
	Iteration 1F: 3 clusters Score -6027052 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6027936.000000 Penalty: 5378.557129
	Iteration 2Q: 3 clusters Score -6027936 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6029166.000000 Penalty: 5378.557129
	Iteration 3F: 3 clusters Score -6029166 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -6030882.000000 Penalty: 5378.557129
	Iteration 4F: 3 clusters Score -6030882 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -6033098.500000 Penalty: 5378.557129
	Iteration 5F: 3 clusters Score -6033098 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -6035940.500000 Penalty: 5378.557129
	Iteration 6F: 3 clusters Score -6035940 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -6038945.500000 Penalty: 5378.557129
	Iteration 7F: 3 clusters Score -6038946 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -6041375.000000 Penalty: 5378.557129
	Iteration 8F: 3 clusters Score -6041375 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -6042797.000000 Penalty: 5378.557129
	Iteration 9Q: 3 clusters Score -6042797 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -6043498.000000 Penalty: 5378.557129
	Iteration 10Q: 3 clusters Score -6043498 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -6043905.000000 Penalty: 5378.557129
	Iteration 11Q: 3 clusters Score -6043905 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -6044211.500000 Penalty: 5378.557129
	Iteration 12Q: 3 clusters Score -6044212 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6044499.000000 Penalty: 5378.557129
	Iteration 13Q: 3 clusters Score -6044499 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -6044738.500000 Penalty: 5378.557129
	Iteration 14Q: 3 clusters Score -6044738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -6044933.000000 Penalty: 5378.557129
	Iteration 15Q: 3 clusters Score -6044933 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6045184.000000 Penalty: 5378.557129
	Iteration 16Q: 3 clusters Score -6045184 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -6045400.000000 Penalty: 5378.557129
	Iteration 17Q: 3 clusters Score -6045400 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -6045610.000000 Penalty: 5378.557129
	Iteration 18Q: 3 clusters Score -6045610 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6045781.500000 Penalty: 5378.557129
	Iteration 19Q: 3 clusters Score -6045782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6045920.500000 Penalty: 5378.557129
	Iteration 20F: 3 clusters Score -6045920 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -6046023.500000 Penalty: 5378.557129
	Iteration 21Q: 3 clusters Score -6046024 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -6046099.500000 Penalty: 5378.557129
	Iteration 22Q: 3 clusters Score -6046100 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6046152.000000 Penalty: 5378.557129
	Iteration 23Q: 3 clusters Score -6046152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -6046230.500000 Penalty: 5378.557129
	Iteration 24Q: 3 clusters Score -6046230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -6046276.000000 Penalty: 5378.557129
	Iteration 25Q: 3 clusters Score -6046276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -6046304.500000 Penalty: 5378.557129
	Iteration 26Q: 3 clusters Score -6046304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6046334.000000 Penalty: 5378.557129
	Iteration 27Q: 3 clusters Score -6046334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -6046393.000000 Penalty: 5378.557129
	Iteration 28Q: 3 clusters Score -6046393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6046419.500000 Penalty: 5378.557129
	Iteration 29Q: 3 clusters Score -6046420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -6046423.500000 Penalty: 5378.557129
	Iteration 30Q: 3 clusters Score -6046424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6046422.500000 Penalty: 5378.557129
	Iteration 31Q: 3 clusters Score -6046422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6046440.000000 Penalty: 5378.557129
	Iteration 32Q: 3 clusters Score -6046440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6046449.000000 Penalty: 5378.557129
	Iteration 33Q: 3 clusters Score -6046449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6046441.000000 Penalty: 5378.557129
	Iteration 34Q: 3 clusters Score -6046441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6046451.500000 Penalty: 5378.557129
	Iteration 35Q: 3 clusters Score -6046452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -6046467.500000 Penalty: 5378.557129
	Iteration 36Q: 3 clusters Score -6046468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6046467.000000 Penalty: 5378.557129
	Iteration 37Q: 3 clusters Score -6046467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6046471.500000 Penalty: 5378.557129
	Iteration 38Q: 3 clusters Score -6046472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6046467.000000 Penalty: 5378.557129
	Iteration 39Q: 3 clusters Score -6046467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -6046464.500000 Penalty: 5378.557129
	Iteration 40F: 3 clusters Score -6046464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -6046468.000000 Penalty: 5378.557129
	Iteration 41Q: 3 clusters Score -6046468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6046467.000000 Penalty: 5378.557129
	Iteration 42Q: 3 clusters Score -6046467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6046473.000000 Penalty: 5378.557129
	Iteration 43Q: 3 clusters Score -6046473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6046476.000000 Penalty: 5378.557129
	Iteration 44Q: 3 clusters Score -6046476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6046473.000000 Penalty: 5378.557129
	Iteration 45Q: 3 clusters Score -6046473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -6046476.000000 Penalty: 5378.557129
	Iteration 46Q: 3 clusters Score -6046476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -6046469.500000 Penalty: 5378.557129
	Iteration 47Q: 3 clusters Score -6046470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -6046473.000000 Penalty: 5378.557129
	Iteration 48Q: 3 clusters Score -6046473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -6046475.500000 Penalty: 5378.557129
	Iteration 49Q: 3 clusters Score -6046476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6046474.000000 Penalty: 5378.557129
	Iteration 50Q: 3 clusters Score -6046474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -6046472.500000 Penalty: 5378.557129
	Iteration 51Q: 3 clusters Score -6046472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -6046473.000000 Penalty: 5378.557129
	Iteration 52Q: 3 clusters Score -6046473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6046477.500000 Penalty: 5378.557129
	Iteration 53Q: 3 clusters Score -6046478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6046477.500000 Penalty: 5378.557129
	Iteration 54F: 3 clusters Score -6046478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Entering Unmasked Estep 
Score: -11446718.000000 Penalty: 2847.725830
	Iteration 0F: 2 clusters Score -1.144672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -11382065.000000 Penalty: 5695.451660
	Iteration 0F: 3 clusters Score -1.138206e+07 nChanged 45723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -11408074.000000 Penalty: 5695.451660
	Iteration 1F: 3 clusters Score -1.140807e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -11409099.000000 Penalty: 5695.451660
	Iteration 2Q: 3 clusters Score -1.14091e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -11410255.000000 Penalty: 5695.451660
	Iteration 3Q: 3 clusters Score -1.141026e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -11411996.000000 Penalty: 5695.451660
	Iteration 4Q: 3 clusters Score -1.1412e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -11414518.000000 Penalty: 5695.451660
	Iteration 5F: 3 clusters Score -1.141452e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -11418318.000000 Penalty: 5695.451660
	Iteration 6F: 3 clusters Score -1.141832e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -11423805.000000 Penalty: 5695.451660
	Iteration 7F: 3 clusters Score -1.14238e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -11430418.000000 Penalty: 5695.451660
	Iteration 8F: 3 clusters Score -1.143042e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88524 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -11436418.000000 Penalty: 5695.451660
	Iteration 9F: 3 clusters Score -1.143642e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -11440627.000000 Penalty: 5695.451660
	Iteration 10Q: 3 clusters Score -1.144063e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11442702.000000 Penalty: 5695.451660
	Iteration 11Q: 3 clusters Score -1.14427e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11443552.000000 Penalty: 5695.451660
	Iteration 12Q: 3 clusters Score -1.144355e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11443859.000000 Penalty: 5695.451660
	Iteration 13Q: 3 clusters Score -1.144386e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11444005.000000 Penalty: 5695.451660
	Iteration 14Q: 3 clusters Score -1.1444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11444097.000000 Penalty: 5695.451660
	Iteration 15Q: 3 clusters Score -1.14441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11444150.000000 Penalty: 5695.451660
	Iteration 16Q: 3 clusters Score -1.144415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11444190.000000 Penalty: 5695.451660
	Iteration 17Q: 3 clusters Score -1.144419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11444200.000000 Penalty: 5695.451660
	Iteration 18Q: 3 clusters Score -1.14442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11444207.000000 Penalty: 5695.451660
	Iteration 19Q: 3 clusters Score -1.144421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96793 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11444215.000000 Penalty: 5695.451660
	Iteration 20F: 3 clusters Score -1.144422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11444214.000000 Penalty: 5695.451660
	Iteration 21Q: 3 clusters Score -1.144421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11444214.000000 Penalty: 5695.451660
	Iteration 22F: 3 clusters Score -1.144421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Entering Unmasked Estep 
Score: -10888131.000000 Penalty: 2835.409424
	Iteration 0F: 2 clusters Score -1.088813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -10826201.000000 Penalty: 5670.818848
	Iteration 0F: 3 clusters Score -1.08262e+07 nChanged 43664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -10851453.000000 Penalty: 5670.818848
	Iteration 1F: 3 clusters Score -1.085145e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -10852479.000000 Penalty: 5670.818848
	Iteration 2Q: 3 clusters Score -1.085248e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -10853599.000000 Penalty: 5670.818848
	Iteration 3Q: 3 clusters Score -1.08536e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -10855293.000000 Penalty: 5670.818848
	Iteration 4Q: 3 clusters Score -1.085529e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -10857888.000000 Penalty: 5670.818848
	Iteration 5F: 3 clusters Score -1.085789e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -10861344.000000 Penalty: 5670.818848
	Iteration 6F: 3 clusters Score -1.086134e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -10865871.000000 Penalty: 5670.818848
	Iteration 7F: 3 clusters Score -1.086587e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -10870648.000000 Penalty: 5670.818848
	Iteration 8F: 3 clusters Score -1.087065e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -10874904.000000 Penalty: 5670.818848
	Iteration 9F: 3 clusters Score -1.08749e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -10878064.000000 Penalty: 5670.818848
	Iteration 10Q: 3 clusters Score -1.087806e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -10880374.000000 Penalty: 5670.818848
	Iteration 11Q: 3 clusters Score -1.088037e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -10882177.000000 Penalty: 5670.818848
	Iteration 12Q: 3 clusters Score -1.088218e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -10883601.000000 Penalty: 5670.818848
	Iteration 13Q: 3 clusters Score -1.08836e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -10884513.000000 Penalty: 5670.818848
	Iteration 14Q: 3 clusters Score -1.088451e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -10885112.000000 Penalty: 5670.818848
	Iteration 15Q: 3 clusters Score -1.088511e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -10885548.000000 Penalty: 5670.818848
	Iteration 16Q: 3 clusters Score -1.088555e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -10885857.000000 Penalty: 5670.818848
	Iteration 17Q: 3 clusters Score -1.088586e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -10886143.000000 Penalty: 5670.818848
	Iteration 18Q: 3 clusters Score -1.088614e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -10886352.000000 Penalty: 5670.818848
	Iteration 19Q: 3 clusters Score -1.088635e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -10886570.000000 Penalty: 5670.818848
	Iteration 20F: 3 clusters Score -1.088657e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -10886762.000000 Penalty: 5670.818848
	Iteration 21Q: 3 clusters Score -1.088676e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -10886908.000000 Penalty: 5670.818848
	Iteration 22Q: 3 clusters Score -1.088691e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -10887017.000000 Penalty: 5670.818848
	Iteration 23Q: 3 clusters Score -1.088702e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -10887113.000000 Penalty: 5670.818848
	Iteration 24Q: 3 clusters Score -1.088711e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -10887211.000000 Penalty: 5670.818848
	Iteration 25Q: 3 clusters Score -1.088721e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -10887260.000000 Penalty: 5670.818848
	Iteration 26Q: 3 clusters Score -1.088726e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -10887350.000000 Penalty: 5670.818848
	Iteration 27Q: 3 clusters Score -1.088735e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -10887380.000000 Penalty: 5670.818848
	Iteration 28Q: 3 clusters Score -1.088738e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -10887470.000000 Penalty: 5670.818848
	Iteration 29Q: 3 clusters Score -1.088747e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -10887511.000000 Penalty: 5670.818848
	Iteration 30Q: 3 clusters Score -1.088751e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -10887501.000000 Penalty: 5670.818848
	Iteration 31Q: 3 clusters Score -1.08875e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -10887504.000000 Penalty: 5670.818848
	Iteration 32Q: 3 clusters Score -1.08875e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -10887521.000000 Penalty: 5670.818848
	Iteration 33Q: 3 clusters Score -1.088752e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -10887543.000000 Penalty: 5670.818848
	Iteration 34Q: 3 clusters Score -1.088754e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -10887583.000000 Penalty: 5670.818848
	Iteration 35Q: 3 clusters Score -1.088758e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -10887595.000000 Penalty: 5670.818848
	Iteration 36Q: 3 clusters Score -1.08876e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -10887600.000000 Penalty: 5670.818848
	Iteration 37Q: 3 clusters Score -1.08876e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -10887633.000000 Penalty: 5670.818848
	Iteration 38Q: 3 clusters Score -1.088763e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -10887637.000000 Penalty: 5670.818848
	Iteration 39Q: 3 clusters Score -1.088764e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -10887653.000000 Penalty: 5670.818848
	Iteration 40F: 3 clusters Score -1.088765e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -10887654.000000 Penalty: 5670.818848
	Iteration 41Q: 3 clusters Score -1.088765e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -10887677.000000 Penalty: 5670.818848
	Iteration 42Q: 3 clusters Score -1.088768e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -10887676.000000 Penalty: 5670.818848
	Iteration 43Q: 3 clusters Score -1.088768e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -10887684.000000 Penalty: 5670.818848
	Iteration 44Q: 3 clusters Score -1.088768e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -10887701.000000 Penalty: 5670.818848
	Iteration 45Q: 3 clusters Score -1.08877e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -10887716.000000 Penalty: 5670.818848
	Iteration 46Q: 3 clusters Score -1.088772e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -10887695.000000 Penalty: 5670.818848
	Iteration 47Q: 3 clusters Score -1.08877e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -10887718.000000 Penalty: 5670.818848
	Iteration 48Q: 3 clusters Score -1.088772e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -10887720.000000 Penalty: 5670.818848
	Iteration 49Q: 3 clusters Score -1.088772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -10887726.000000 Penalty: 5670.818848
	Iteration 50Q: 3 clusters Score -1.088773e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -10887755.000000 Penalty: 5670.818848
	Iteration 51Q: 3 clusters Score -1.088776e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -10887758.000000 Penalty: 5670.818848
	Iteration 52Q: 3 clusters Score -1.088776e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -10887763.000000 Penalty: 5670.818848
	Iteration 53Q: 3 clusters Score -1.088776e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -10887770.000000 Penalty: 5670.818848
	Iteration 54Q: 3 clusters Score -1.088777e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -10887760.000000 Penalty: 5670.818848
	Iteration 55Q: 3 clusters Score -1.088776e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -10887756.000000 Penalty: 5670.818848
	Iteration 56Q: 3 clusters Score -1.088776e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -10887788.000000 Penalty: 5670.818848
	Iteration 57Q: 3 clusters Score -1.088779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -10887803.000000 Penalty: 5670.818848
	Iteration 58Q: 3 clusters Score -1.08878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -10887798.000000 Penalty: 5670.818848
	Iteration 59Q: 3 clusters Score -1.08878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -10887800.000000 Penalty: 5670.818848
	Iteration 60F: 3 clusters Score -1.08878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -10887777.000000 Penalty: 5670.818848
	Iteration 61Q: 3 clusters Score -1.088778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -10887771.000000 Penalty: 5670.818848
	Iteration 62Q: 3 clusters Score -1.088777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -10887777.000000 Penalty: 5670.818848
	Iteration 63Q: 3 clusters Score -1.088778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -10887774.000000 Penalty: 5670.818848
	Iteration 64Q: 3 clusters Score -1.088777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -10887778.000000 Penalty: 5670.818848
	Iteration 65Q: 3 clusters Score -1.088778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -10887778.000000 Penalty: 5670.818848
	Iteration 66Q: 3 clusters Score -1.088778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -10887769.000000 Penalty: 5670.818848
	Iteration 67Q: 3 clusters Score -1.088777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -10887773.000000 Penalty: 5670.818848
	Iteration 68Q: 3 clusters Score -1.088777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -10887765.000000 Penalty: 5670.818848
	Iteration 69Q: 3 clusters Score -1.088776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -10887772.000000 Penalty: 5670.818848
	Iteration 70Q: 3 clusters Score -1.088777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -10887770.000000 Penalty: 5670.818848
	Iteration 71Q: 3 clusters Score -1.088777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -10887769.000000 Penalty: 5670.818848
	Iteration 72Q: 3 clusters Score -1.088777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -10887769.000000 Penalty: 5670.818848
	Iteration 73Q: 3 clusters Score -1.088777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -10887781.000000 Penalty: 5670.818848
	Iteration 74Q: 3 clusters Score -1.088778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -10887779.000000 Penalty: 5670.818848
	Iteration 75Q: 3 clusters Score -1.088778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -10887784.000000 Penalty: 5670.818848
	Iteration 76Q: 3 clusters Score -1.088778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -10887791.000000 Penalty: 5670.818848
	Iteration 77Q: 3 clusters Score -1.088779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -10887774.000000 Penalty: 5670.818848
	Iteration 78Q: 3 clusters Score -1.088777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -10887776.000000 Penalty: 5670.818848
	Iteration 79Q: 3 clusters Score -1.088778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -10887777.000000 Penalty: 5670.818848
	Iteration 80F: 3 clusters Score -1.088778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -10887780.000000 Penalty: 5670.818848
	Iteration 81Q: 3 clusters Score -1.088778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -10887774.000000 Penalty: 5670.818848
	Iteration 82Q: 3 clusters Score -1.088777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -10887761.000000 Penalty: 5670.818848
	Iteration 83Q: 3 clusters Score -1.088776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -10887752.000000 Penalty: 5670.818848
	Iteration 84Q: 3 clusters Score -1.088775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -10887752.000000 Penalty: 5670.818848
	Iteration 85Q: 3 clusters Score -1.088775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -10887760.000000 Penalty: 5670.818848
	Iteration 86Q: 3 clusters Score -1.088776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -10887764.000000 Penalty: 5670.818848
	Iteration 87Q: 3 clusters Score -1.088776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -10887761.000000 Penalty: 5670.818848
	Iteration 88Q: 3 clusters Score -1.088776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -10887759.000000 Penalty: 5670.818848
	Iteration 89Q: 3 clusters Score -1.088776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -10887759.000000 Penalty: 5670.818848
	Iteration 90F: 3 clusters Score -1.088776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -536046.375000 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -536046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -531703.562500 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -531703.6 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -532731.500000 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -532731.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -533001.437500 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -533001.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -533177.125000 Penalty: 4198.250488
	Iteration 3F: 3 clusters Score -533177.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -533315.312500 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -533315.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -533431.562500 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -533431.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -533516.562500 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -533516.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -533572.562500 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -533572.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -533618.937500 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -533618.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -533682.562500 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -533682.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -533758.000000 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -533758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -533830.187500 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -533830.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -533885.375000 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -533885.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -533924.875000 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -533924.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -533962.750000 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -533962.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -533999.250000 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -533999.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -534030.437500 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -534030.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -534055.312500 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -534055.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -534076.562500 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -534076.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -534093.750000 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -534093.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -534104.250000 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -534104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -534115.250000 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -534115.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -534122.312500 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -534122.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -534130.437500 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -534130.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -534137.062500 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -534137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -534137.750000 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -534137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -534139.312500 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -534139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -534142.500000 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -534142.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -534147.000000 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -534147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -534149.312500 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -534149.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -534152.687500 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -534152.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -534158.062500 Penalty: 4198.250488
	Iteration 31Q: 3 clusters Score -534158.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -534167.250000 Penalty: 4198.250488
	Iteration 32Q: 3 clusters Score -534167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -534181.250000 Penalty: 4198.250488
	Iteration 33Q: 3 clusters Score -534181.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -534203.812500 Penalty: 4198.250488
	Iteration 34Q: 3 clusters Score -534203.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -534228.437500 Penalty: 4198.250488
	Iteration 35Q: 3 clusters Score -534228.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -534253.250000 Penalty: 4198.250488
	Iteration 36Q: 3 clusters Score -534253.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -534296.875000 Penalty: 4198.250488
	Iteration 37Q: 3 clusters Score -534296.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534370.062500 Penalty: 4198.250488
	Iteration 38Q: 3 clusters Score -534370.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -534440.750000 Penalty: 4198.250488
	Iteration 39Q: 3 clusters Score -534440.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -534521.875000 Penalty: 4198.250488
	Iteration 40F: 3 clusters Score -534521.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -534591.375000 Penalty: 4198.250488
	Iteration 41Q: 3 clusters Score -534591.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -534641.187500 Penalty: 4198.250488
	Iteration 42Q: 3 clusters Score -534641.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -534673.125000 Penalty: 4198.250488
	Iteration 43Q: 3 clusters Score -534673.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -534695.812500 Penalty: 4198.250488
	Iteration 44Q: 3 clusters Score -534695.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -534707.812500 Penalty: 4198.250488
	Iteration 45Q: 3 clusters Score -534707.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -534718.312500 Penalty: 4198.250488
	Iteration 46Q: 3 clusters Score -534718.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -534727.375000 Penalty: 4198.250488
	Iteration 47Q: 3 clusters Score -534727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -534733.062500 Penalty: 4198.250488
	Iteration 48Q: 3 clusters Score -534733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -534738.125000 Penalty: 4198.250488
	Iteration 49Q: 3 clusters Score -534738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -534741.625000 Penalty: 4198.250488
	Iteration 50Q: 3 clusters Score -534741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -534743.750000 Penalty: 4198.250488
	Iteration 51Q: 3 clusters Score -534743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -534747.437500 Penalty: 4198.250488
	Iteration 52Q: 3 clusters Score -534747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -534750.312500 Penalty: 4198.250488
	Iteration 53Q: 3 clusters Score -534750.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -534751.750000 Penalty: 4198.250488
	Iteration 54Q: 3 clusters Score -534751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -534753.687500 Penalty: 4198.250488
	Iteration 55Q: 3 clusters Score -534753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -534755.062500 Penalty: 4198.250488
	Iteration 56Q: 3 clusters Score -534755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -534757.625000 Penalty: 4198.250488
	Iteration 57Q: 3 clusters Score -534757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -534758.750000 Penalty: 4198.250488
	Iteration 58Q: 3 clusters Score -534758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -534762.875000 Penalty: 4198.250488
	Iteration 59Q: 3 clusters Score -534762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -534765.375000 Penalty: 4198.250488
	Iteration 60F: 3 clusters Score -534765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -534767.625000 Penalty: 4198.250488
	Iteration 61Q: 3 clusters Score -534767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -534768.062500 Penalty: 4198.250488
	Iteration 62Q: 3 clusters Score -534768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -534768.500000 Penalty: 4198.250488
	Iteration 63Q: 3 clusters Score -534768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -534771.562500 Penalty: 4198.250488
	Iteration 64Q: 3 clusters Score -534771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -534773.437500 Penalty: 4198.250488
	Iteration 65Q: 3 clusters Score -534773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -534774.187500 Penalty: 4198.250488
	Iteration 66Q: 3 clusters Score -534774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -534773.500000 Penalty: 4198.250488
	Iteration 67Q: 3 clusters Score -534773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -534773.937500 Penalty: 4198.250488
	Iteration 68Q: 3 clusters Score -534773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -534773.937500 Penalty: 4198.250488
	Iteration 69F: 3 clusters Score -534773.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -1016520.062500 Penalty: 2247.480225
	Iteration 0F: 2 clusters Score -1016520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1009695.687500 Penalty: 4494.960449
	Iteration 0F: 3 clusters Score -1009696 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1011612.812500 Penalty: 4494.960449
	Iteration 1F: 3 clusters Score -1011613 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1011894.312500 Penalty: 4494.960449
	Iteration 2F: 3 clusters Score -1011894 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1012084.250000 Penalty: 4494.960449
	Iteration 3Q: 3 clusters Score -1012084 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1012269.062500 Penalty: 4494.960449
	Iteration 4Q: 3 clusters Score -1012269 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1012443.250000 Penalty: 4494.960449
	Iteration 5Q: 3 clusters Score -1012443 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1012617.187500 Penalty: 4494.960449
	Iteration 6Q: 3 clusters Score -1012617 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1012757.375000 Penalty: 4494.960449
	Iteration 7Q: 3 clusters Score -1012757 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1012856.937500 Penalty: 4494.960449
	Iteration 8Q: 3 clusters Score -1012857 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1012940.625000 Penalty: 4494.960449
	Iteration 9Q: 3 clusters Score -1012941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1013016.875000 Penalty: 4494.960449
	Iteration 10Q: 3 clusters Score -1013017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1013090.625000 Penalty: 4494.960449
	Iteration 11Q: 3 clusters Score -1013091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1013177.875000 Penalty: 4494.960449
	Iteration 12Q: 3 clusters Score -1013178 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1013259.750000 Penalty: 4494.960449
	Iteration 13Q: 3 clusters Score -1013260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1013343.312500 Penalty: 4494.960449
	Iteration 14Q: 3 clusters Score -1013343 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1013434.687500 Penalty: 4494.960449
	Iteration 15Q: 3 clusters Score -1013435 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1013533.687500 Penalty: 4494.960449
	Iteration 16Q: 3 clusters Score -1013534 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1013652.312500 Penalty: 4494.960449
	Iteration 17Q: 3 clusters Score -1013652 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1013793.937500 Penalty: 4494.960449
	Iteration 18Q: 3 clusters Score -1013794 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1013931.625000 Penalty: 4494.960449
	Iteration 19Q: 3 clusters Score -1013932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1014064.250000 Penalty: 4494.960449
	Iteration 20F: 3 clusters Score -1014064 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1014177.750000 Penalty: 4494.960449
	Iteration 21Q: 3 clusters Score -1014178 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1014276.250000 Penalty: 4494.960449
	Iteration 22Q: 3 clusters Score -1014276 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1014356.250000 Penalty: 4494.960449
	Iteration 23Q: 3 clusters Score -1014356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1014413.187500 Penalty: 4494.960449
	Iteration 24Q: 3 clusters Score -1014413 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1014465.625000 Penalty: 4494.960449
	Iteration 25Q: 3 clusters Score -1014466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1014499.687500 Penalty: 4494.960449
	Iteration 26Q: 3 clusters Score -1014500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1014530.312500 Penalty: 4494.960449
	Iteration 27Q: 3 clusters Score -1014530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1014547.437500 Penalty: 4494.960449
	Iteration 28Q: 3 clusters Score -1014547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1014554.937500 Penalty: 4494.960449
	Iteration 29Q: 3 clusters Score -1014555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1014564.312500 Penalty: 4494.960449
	Iteration 30Q: 3 clusters Score -1014564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1014567.000000 Penalty: 4494.960449
	Iteration 31Q: 3 clusters Score -1014567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1014571.250000 Penalty: 4494.960449
	Iteration 32Q: 3 clusters Score -1014571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1014580.750000 Penalty: 4494.960449
	Iteration 33Q: 3 clusters Score -1014581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1014586.437500 Penalty: 4494.960449
	Iteration 34Q: 3 clusters Score -1014586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1014593.937500 Penalty: 4494.960449
	Iteration 35Q: 3 clusters Score -1014594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1014597.437500 Penalty: 4494.960449
	Iteration 36Q: 3 clusters Score -1014597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1014602.125000 Penalty: 4494.960449
	Iteration 37Q: 3 clusters Score -1014602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1014609.937500 Penalty: 4494.960449
	Iteration 38Q: 3 clusters Score -1014610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1014615.687500 Penalty: 4494.960449
	Iteration 39Q: 3 clusters Score -1014616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1014624.437500 Penalty: 4494.960449
	Iteration 40F: 3 clusters Score -1014624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1014628.062500 Penalty: 4494.960449
	Iteration 41Q: 3 clusters Score -1014628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1014627.812500 Penalty: 4494.960449
	Iteration 42Q: 3 clusters Score -1014628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1014630.312500 Penalty: 4494.960449
	Iteration 43Q: 3 clusters Score -1014630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1014632.937500 Penalty: 4494.960449
	Iteration 44Q: 3 clusters Score -1014633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1014635.375000 Penalty: 4494.960449
	Iteration 45Q: 3 clusters Score -1014635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1014637.062500 Penalty: 4494.960449
	Iteration 46Q: 3 clusters Score -1014637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1014638.125000 Penalty: 4494.960449
	Iteration 47Q: 3 clusters Score -1014638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1014640.750000 Penalty: 4494.960449
	Iteration 48Q: 3 clusters Score -1014641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1014646.062500 Penalty: 4494.960449
	Iteration 49Q: 3 clusters Score -1014646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1014652.437500 Penalty: 4494.960449
	Iteration 50Q: 3 clusters Score -1014652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1014654.125000 Penalty: 4494.960449
	Iteration 51Q: 3 clusters Score -1014654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1014659.250000 Penalty: 4494.960449
	Iteration 52Q: 3 clusters Score -1014659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1014664.625000 Penalty: 4494.960449
	Iteration 53Q: 3 clusters Score -1014665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1014670.062500 Penalty: 4494.960449
	Iteration 54Q: 3 clusters Score -1014670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1014674.250000 Penalty: 4494.960449
	Iteration 55Q: 3 clusters Score -1014674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1014676.937500 Penalty: 4494.960449
	Iteration 56Q: 3 clusters Score -1014677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1014677.875000 Penalty: 4494.960449
	Iteration 57Q: 3 clusters Score -1014678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1014678.937500 Penalty: 4494.960449
	Iteration 58Q: 3 clusters Score -1014679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1014683.562500 Penalty: 4494.960449
	Iteration 59Q: 3 clusters Score -1014684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1014683.000000 Penalty: 4494.960449
	Iteration 60F: 3 clusters Score -1014683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1014687.437500 Penalty: 4494.960449
	Iteration 61Q: 3 clusters Score -1014687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1014689.562500 Penalty: 4494.960449
	Iteration 62Q: 3 clusters Score -1014690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1014691.812500 Penalty: 4494.960449
	Iteration 63Q: 3 clusters Score -1014692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1014693.562500 Penalty: 4494.960449
	Iteration 64Q: 3 clusters Score -1014694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1014693.562500 Penalty: 4494.960449
	Iteration 65Q: 3 clusters Score -1014694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1014694.875000 Penalty: 4494.960449
	Iteration 66Q: 3 clusters Score -1014695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1014694.562500 Penalty: 4494.960449
	Iteration 67Q: 3 clusters Score -1014695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1014698.500000 Penalty: 4494.960449
	Iteration 68Q: 3 clusters Score -1014698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1014697.000000 Penalty: 4494.960449
	Iteration 69Q: 3 clusters Score -1014697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1014697.687500 Penalty: 4494.960449
	Iteration 70Q: 3 clusters Score -1014698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1014698.062500 Penalty: 4494.960449
	Iteration 71Q: 3 clusters Score -1014698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1014699.250000 Penalty: 4494.960449
	Iteration 72Q: 3 clusters Score -1014699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1014701.312500 Penalty: 4494.960449
	Iteration 73Q: 3 clusters Score -1014701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1014701.312500 Penalty: 4494.960449
	Iteration 74F: 3 clusters Score -1014701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Entering Unmasked Estep 
Score: -6966122.500000 Penalty: 2722.881104
	Iteration 0F: 2 clusters Score -6966122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -6926858.500000 Penalty: 5445.762207
	Iteration 0F: 3 clusters Score -6926858 nChanged 27219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -6941743.000000 Penalty: 5445.762207
	Iteration 1F: 3 clusters Score -6941743 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -6942316.000000 Penalty: 5445.762207
	Iteration 2Q: 3 clusters Score -6942316 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -6942978.000000 Penalty: 5445.762207
	Iteration 3Q: 3 clusters Score -6942978 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -6943718.500000 Penalty: 5445.762207
	Iteration 4Q: 3 clusters Score -6943718 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -6944551.000000 Penalty: 5445.762207
	Iteration 5Q: 3 clusters Score -6944551 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -6945912.500000 Penalty: 5445.762207
	Iteration 6Q: 3 clusters Score -6945912 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -6947910.500000 Penalty: 5445.762207
	Iteration 7F: 3 clusters Score -6947910 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -6950776.000000 Penalty: 5445.762207
	Iteration 8F: 3 clusters Score -6950776 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6954014.000000 Penalty: 5445.762207
	Iteration 9F: 3 clusters Score -6954014 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6957238.500000 Penalty: 5445.762207
	Iteration 10F: 3 clusters Score -6957238 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -6959833.500000 Penalty: 5445.762207
	Iteration 11F: 3 clusters Score -6959834 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -6961543.000000 Penalty: 5445.762207
	Iteration 12Q: 3 clusters Score -6961543 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -6962515.500000 Penalty: 5445.762207
	Iteration 13Q: 3 clusters Score -6962516 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -6963103.000000 Penalty: 5445.762207
	Iteration 14Q: 3 clusters Score -6963103 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -6963380.500000 Penalty: 5445.762207
	Iteration 15Q: 3 clusters Score -6963380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -6963571.000000 Penalty: 5445.762207
	Iteration 16Q: 3 clusters Score -6963571 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -6963703.000000 Penalty: 5445.762207
	Iteration 17Q: 3 clusters Score -6963703 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -6963780.000000 Penalty: 5445.762207
	Iteration 18Q: 3 clusters Score -6963780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -6963827.000000 Penalty: 5445.762207
	Iteration 19Q: 3 clusters Score -6963827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -6963865.000000 Penalty: 5445.762207
	Iteration 20F: 3 clusters Score -6963865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -6963904.000000 Penalty: 5445.762207
	Iteration 21Q: 3 clusters Score -6963904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -6963937.500000 Penalty: 5445.762207
	Iteration 22Q: 3 clusters Score -6963938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -6963972.000000 Penalty: 5445.762207
	Iteration 23Q: 3 clusters Score -6963972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -6964008.000000 Penalty: 5445.762207
	Iteration 24Q: 3 clusters Score -6964008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -6964011.000000 Penalty: 5445.762207
	Iteration 25Q: 3 clusters Score -6964011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -6964027.500000 Penalty: 5445.762207
	Iteration 26Q: 3 clusters Score -6964028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6964042.000000 Penalty: 5445.762207
	Iteration 27Q: 3 clusters Score -6964042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -6964052.500000 Penalty: 5445.762207
	Iteration 28Q: 3 clusters Score -6964052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -6964050.000000 Penalty: 5445.762207
	Iteration 29Q: 3 clusters Score -6964050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -6964061.000000 Penalty: 5445.762207
	Iteration 30Q: 3 clusters Score -6964061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -6964064.500000 Penalty: 5445.762207
	Iteration 31Q: 3 clusters Score -6964064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -6964078.000000 Penalty: 5445.762207
	Iteration 32Q: 3 clusters Score -6964078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -6964096.000000 Penalty: 5445.762207
	Iteration 33Q: 3 clusters Score -6964096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -6964110.500000 Penalty: 5445.762207
	Iteration 34Q: 3 clusters Score -6964110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -6964111.500000 Penalty: 5445.762207
	Iteration 35Q: 3 clusters Score -6964112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -6964117.500000 Penalty: 5445.762207
	Iteration 36Q: 3 clusters Score -6964118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -6964127.000000 Penalty: 5445.762207
	Iteration 37Q: 3 clusters Score -6964127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -6964131.000000 Penalty: 5445.762207
	Iteration 38Q: 3 clusters Score -6964131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -6964138.000000 Penalty: 5445.762207
	Iteration 39Q: 3 clusters Score -6964138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -6964144.000000 Penalty: 5445.762207
	Iteration 40F: 3 clusters Score -6964144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -6964155.500000 Penalty: 5445.762207
	Iteration 41Q: 3 clusters Score -6964156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -6964150.000000 Penalty: 5445.762207
	Iteration 42Q: 3 clusters Score -6964150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -6964157.500000 Penalty: 5445.762207
	Iteration 43Q: 3 clusters Score -6964158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -6964159.500000 Penalty: 5445.762207
	Iteration 44Q: 3 clusters Score -6964160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -6964156.500000 Penalty: 5445.762207
	Iteration 45Q: 3 clusters Score -6964156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6964159.000000 Penalty: 5445.762207
	Iteration 46Q: 3 clusters Score -6964159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -6964161.500000 Penalty: 5445.762207
	Iteration 47Q: 3 clusters Score -6964162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -6964161.500000 Penalty: 5445.762207
	Iteration 48F: 3 clusters Score -6964162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -320619.781250 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -320619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -317458.875000 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -317458.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -318046.812500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -318046.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -318178.687500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -318178.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -318250.656250 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -318250.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -318295.062500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -318295.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -318338.687500 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -318338.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -318364.500000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -318364.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -318386.968750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -318387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -318401.781250 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -318401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -318412.468750 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -318412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -318420.437500 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -318420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -318424.968750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -318425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -318429.687500 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -318429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -318435.750000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -318435.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -318438.937500 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -318438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -318441.156250 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -318441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -318442.781250 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -318442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -318444.750000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -318444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318449.281250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -318449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -318453.906250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -318453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -318455.875000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -318455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -318459.312500 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -318459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -318460.406250 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -318460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -318461.531250 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -318461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -318463.812500 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -318463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -318464.031250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -318464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -318465.562500 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -318465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -318466.500000 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -318466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -318467.875000 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -318467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318470.656250 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -318470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318471.187500 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -318471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318472.125000 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -318472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318476.531250 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -318476.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -318481.312500 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -318481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -318485.781250 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -318485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318490.125000 Penalty: 3940.644043
	Iteration 35Q: 3 clusters Score -318490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -318492.843750 Penalty: 3940.644043
	Iteration 36Q: 3 clusters Score -318492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -318494.906250 Penalty: 3940.644043
	Iteration 37Q: 3 clusters Score -318494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -318498.750000 Penalty: 3940.644043
	Iteration 38Q: 3 clusters Score -318498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -318500.843750 Penalty: 3940.644043
	Iteration 39Q: 3 clusters Score -318500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -318504.468750 Penalty: 3940.644043
	Iteration 40F: 3 clusters Score -318504.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318509.343750 Penalty: 3940.644043
	Iteration 41Q: 3 clusters Score -318509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318511.875000 Penalty: 3940.644043
	Iteration 42Q: 3 clusters Score -318511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -318516.812500 Penalty: 3940.644043
	Iteration 43Q: 3 clusters Score -318516.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -318520.093750 Penalty: 3940.644043
	Iteration 44Q: 3 clusters Score -318520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -318525.312500 Penalty: 3940.644043
	Iteration 45Q: 3 clusters Score -318525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -318530.187500 Penalty: 3940.644043
	Iteration 46Q: 3 clusters Score -318530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318534.625000 Penalty: 3940.644043
	Iteration 47Q: 3 clusters Score -318534.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -318539.406250 Penalty: 3940.644043
	Iteration 48Q: 3 clusters Score -318539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -318543.500000 Penalty: 3940.644043
	Iteration 49Q: 3 clusters Score -318543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -318546.531250 Penalty: 3940.644043
	Iteration 50Q: 3 clusters Score -318546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -318547.468750 Penalty: 3940.644043
	Iteration 51Q: 3 clusters Score -318547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -318548.031250 Penalty: 3940.644043
	Iteration 52Q: 3 clusters Score -318548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -318548.031250 Penalty: 3940.644043
	Iteration 53F: 3 clusters Score -318548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -685072.500000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -685072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -679797.250000 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -679797.2 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -681098.875000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -681098.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -681311.875000 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -681311.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -681480.625000 Penalty: 4330.262207
	Iteration 3Q: 3 clusters Score -681480.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -681609.687500 Penalty: 4330.262207
	Iteration 4Q: 3 clusters Score -681609.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -681731.875000 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -681731.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -681857.937500 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -681857.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -682002.000000 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -682002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -682151.312500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -682151.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -682290.437500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -682290.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -682421.437500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -682421.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -682559.000000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -682559 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -682704.625000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -682704.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -682847.500000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -682847.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -682969.750000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -682969.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -683064.312500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -683064.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -683142.000000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -683142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -683205.937500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -683205.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -683260.812500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -683260.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -683311.625000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -683311.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -683367.375000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -683367.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -683418.375000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -683418.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -683460.312500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -683460.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -683494.187500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -683494.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -683525.000000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -683525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -683549.562500 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -683549.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -683570.562500 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -683570.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -683592.687500 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -683592.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -683616.375000 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -683616.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -683631.500000 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -683631.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -683643.000000 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -683643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -683654.125000 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -683654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -683661.062500 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -683661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -683671.250000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -683671.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -683682.562500 Penalty: 4330.262207
	Iteration 34Q: 3 clusters Score -683682.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -683690.687500 Penalty: 4330.262207
	Iteration 35Q: 3 clusters Score -683690.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -683698.312500 Penalty: 4330.262207
	Iteration 36Q: 3 clusters Score -683698.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -683704.500000 Penalty: 4330.262207
	Iteration 37Q: 3 clusters Score -683704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -683712.812500 Penalty: 4330.262207
	Iteration 38Q: 3 clusters Score -683712.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -683718.375000 Penalty: 4330.262207
	Iteration 39Q: 3 clusters Score -683718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -683724.875000 Penalty: 4330.262207
	Iteration 40F: 3 clusters Score -683724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -683732.437500 Penalty: 4330.262207
	Iteration 41Q: 3 clusters Score -683732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -683743.687500 Penalty: 4330.262207
	Iteration 42Q: 3 clusters Score -683743.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -683754.375000 Penalty: 4330.262207
	Iteration 43Q: 3 clusters Score -683754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -683760.750000 Penalty: 4330.262207
	Iteration 44Q: 3 clusters Score -683760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -683762.687500 Penalty: 4330.262207
	Iteration 45Q: 3 clusters Score -683762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -683764.812500 Penalty: 4330.262207
	Iteration 46Q: 3 clusters Score -683764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -683764.437500 Penalty: 4330.262207
	Iteration 47Q: 3 clusters Score -683764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -683763.937500 Penalty: 4330.262207
	Iteration 48Q: 3 clusters Score -683763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -683766.500000 Penalty: 4330.262207
	Iteration 49Q: 3 clusters Score -683766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -683766.500000 Penalty: 4330.262207
	Iteration 50F: 3 clusters Score -683766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 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 202 members 
Entering Unmasked Estep 
Score: -38975.464844 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -38975.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39272.277344 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39272.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39504.289062 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39504.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39665.191406 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39665.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39707.054688 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39707.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39739.125000 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39739.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39744.656250 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39744.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39750.628906 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39750.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39754.109375 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39754.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39761.281250 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39761.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39770.621094 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39770.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39784.878906 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39784.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39788.832031 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -39788.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -39788.832031 Penalty: 2984.013916
	Iteration 13F: 3 clusters Score -39788.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (188526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188526 members 
Entering Unmasked Estep 
Score: -22138916.000000 Penalty: 3012.453613
	Iteration 0F: 2 clusters Score -2.213892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -22014128.000000 Penalty: 6024.907227
	Iteration 0F: 3 clusters Score -2.201413e+07 nChanged 90703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -22067318.000000 Penalty: 6024.907227
	Iteration 1F: 3 clusters Score -2.206732e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -22068914.000000 Penalty: 6024.907227
	Iteration 2Q: 3 clusters Score -2.206891e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -22071810.000000 Penalty: 6024.907227
	Iteration 3Q: 3 clusters Score -2.207181e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121301 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -22076900.000000 Penalty: 6024.907227
	Iteration 4F: 3 clusters Score -2.20769e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -22086514.000000 Penalty: 6024.907227
	Iteration 5F: 3 clusters Score -2.208651e+07 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -22101494.000000 Penalty: 6024.907227
	Iteration 6F: 3 clusters Score -2.210149e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -22117480.000000 Penalty: 6024.907227
	Iteration 7F: 3 clusters Score -2.211748e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179444 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -22128794.000000 Penalty: 6024.907227
	Iteration 8F: 3 clusters Score -2.212879e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -22133808.000000 Penalty: 6024.907227
	Iteration 9Q: 3 clusters Score -2.213381e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22135362.000000 Penalty: 6024.907227
	Iteration 10Q: 3 clusters Score -2.213536e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187423 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -22135840.000000 Penalty: 6024.907227
	Iteration 11Q: 3 clusters Score -2.213584e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187617 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22136118.000000 Penalty: 6024.907227
	Iteration 12Q: 3 clusters Score -2.213612e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22136276.000000 Penalty: 6024.907227
	Iteration 13Q: 3 clusters Score -2.213628e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187726 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22136372.000000 Penalty: 6024.907227
	Iteration 14Q: 3 clusters Score -2.213637e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22136422.000000 Penalty: 6024.907227
	Iteration 15Q: 3 clusters Score -2.213642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187747 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22136470.000000 Penalty: 6024.907227
	Iteration 16Q: 3 clusters Score -2.213647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187746 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22136498.000000 Penalty: 6024.907227
	Iteration 17Q: 3 clusters Score -2.21365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22136504.000000 Penalty: 6024.907227
	Iteration 18Q: 3 clusters Score -2.21365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22136510.000000 Penalty: 6024.907227
	Iteration 19Q: 3 clusters Score -2.213651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187722 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22136534.000000 Penalty: 6024.907227
	Iteration 20F: 3 clusters Score -2.213653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22136556.000000 Penalty: 6024.907227
	Iteration 21Q: 3 clusters Score -2.213656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22136562.000000 Penalty: 6024.907227
	Iteration 22Q: 3 clusters Score -2.213656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22136556.000000 Penalty: 6024.907227
	Iteration 23Q: 3 clusters Score -2.213656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22136588.000000 Penalty: 6024.907227
	Iteration 24Q: 3 clusters Score -2.213659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22136586.000000 Penalty: 6024.907227
	Iteration 25Q: 3 clusters Score -2.213659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187727 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22136586.000000 Penalty: 6024.907227
	Iteration 26Q: 3 clusters Score -2.213659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22136590.000000 Penalty: 6024.907227
	Iteration 27Q: 3 clusters Score -2.213659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22136596.000000 Penalty: 6024.907227
	Iteration 28Q: 3 clusters Score -2.21366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22136600.000000 Penalty: 6024.907227
	Iteration 29Q: 3 clusters Score -2.21366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187728 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22136586.000000 Penalty: 6024.907227
	Iteration 30Q: 3 clusters Score -2.213659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187727 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22136596.000000 Penalty: 6024.907227
	Iteration 31Q: 3 clusters Score -2.21366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187726 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22136592.000000 Penalty: 6024.907227
	Iteration 32Q: 3 clusters Score -2.213659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22136598.000000 Penalty: 6024.907227
	Iteration 33Q: 3 clusters Score -2.21366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22136602.000000 Penalty: 6024.907227
	Iteration 34Q: 3 clusters Score -2.21366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187722 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22136602.000000 Penalty: 6024.907227
	Iteration 35Q: 3 clusters Score -2.21366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22136602.000000 Penalty: 6024.907227
	Iteration 36Q: 3 clusters Score -2.21366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22136600.000000 Penalty: 6024.907227
	Iteration 37Q: 3 clusters Score -2.21366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22136602.000000 Penalty: 6024.907227
	Iteration 38Q: 3 clusters Score -2.21366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22136600.000000 Penalty: 6024.907227
	Iteration 39Q: 3 clusters Score -2.21366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22136600.000000 Penalty: 6024.907227
	Iteration 40F: 3 clusters Score -2.21366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -98518.117188 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -98518.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96677.078125 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -96677.08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96918.304688 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -96918.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96981.570312 Penalty: 3357.742432
	Iteration 2Q: 3 clusters Score -96981.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97013.843750 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -97013.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97027.953125 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -97027.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97036.781250 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -97036.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97043.882812 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -97043.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97049.882812 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -97049.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97054.257812 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -97054.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97054.914062 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -97054.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97056.734375 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -97056.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97059.992188 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -97059.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97061.179688 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -97061.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97062.460938 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -97062.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97064.960938 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -97064.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97066.906250 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -97066.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97068.640625 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -97068.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97069.578125 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -97069.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97070.000000 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -97070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97070.265625 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -97070.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97070.265625 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -97070.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176833 members 
Mstep: Class 5 contains 35683 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322669 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 19496 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321282 members 
Mstep: Class 18 contains 79872 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 97029 members 
Mstep: Class 21 contains 92328 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 58651 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188526 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 102790.210938
Iteration 239Q: 30 clusters Score -1.839936e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 176805 members 
Mstep: Class 5 contains 35684 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12555 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322676 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 321272 members 
Mstep: Class 18 contains 79874 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 97025 members 
Mstep: Class 21 contains 92322 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8631 members 
Mstep: Class 24 contains 58631 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188546 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 102790.210938
Iteration 240F: 30 clusters Score -1.839936e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 176781 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12553 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322675 members 
Mstep: Class 13 contains 22358 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 321274 members 
Mstep: Class 18 contains 79875 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 97011 members 
Mstep: Class 21 contains 92310 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 58611 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188573 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 102790.210938
Iteration 241Q: 30 clusters Score -1.839936e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176756 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322670 members 
Mstep: Class 13 contains 22392 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 321260 members 
Mstep: Class 18 contains 79880 members 
Mstep: Class 19 contains 51224 members 
Mstep: Class 20 contains 96998 members 
Mstep: Class 21 contains 92309 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8639 members 
Mstep: Class 24 contains 58596 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188604 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993520.000000 Penalty: 102790.210938
Iteration 242Q: 30 clusters Score -1.839935e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 176737 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322695 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321237 members 
Mstep: Class 18 contains 79883 members 
Mstep: Class 19 contains 51225 members 
Mstep: Class 20 contains 96988 members 
Mstep: Class 21 contains 92306 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 58577 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188620 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 102790.210938
Iteration 243Q: 30 clusters Score -1.839936e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 176714 members 
Mstep: Class 5 contains 35686 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12555 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322719 members 
Mstep: Class 13 contains 22452 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321227 members 
Mstep: Class 18 contains 79874 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96979 members 
Mstep: Class 21 contains 92296 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 58572 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188628 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993376.000000 Penalty: 102790.210938
Iteration 244Q: 30 clusters Score -1.839934e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 176686 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322733 members 
Mstep: Class 13 contains 22478 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321214 members 
Mstep: Class 18 contains 79875 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96972 members 
Mstep: Class 21 contains 92289 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8635 members 
Mstep: Class 24 contains 58568 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188652 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993520.000000 Penalty: 102790.210938
Iteration 245Q: 30 clusters Score -1.839935e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176678 members 
Mstep: Class 5 contains 35691 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12556 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322753 members 
Mstep: Class 13 contains 22509 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 321181 members 
Mstep: Class 18 contains 79867 members 
Mstep: Class 19 contains 51221 members 
Mstep: Class 20 contains 96964 members 
Mstep: Class 21 contains 92277 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8628 members 
Mstep: Class 24 contains 58558 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188686 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993632.000000 Penalty: 102790.210938
Iteration 246Q: 30 clusters Score -1.839936e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176666 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322762 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321190 members 
Mstep: Class 18 contains 79862 members 
Mstep: Class 19 contains 51221 members 
Mstep: Class 20 contains 96955 members 
Mstep: Class 21 contains 92260 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8620 members 
Mstep: Class 24 contains 58547 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188706 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993520.000000 Penalty: 102790.210938
Iteration 247Q: 30 clusters Score -1.839935e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 176657 members 
Mstep: Class 5 contains 35698 members 
Mstep: Class 6 contains 1344 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322762 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 19484 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321191 members 
Mstep: Class 18 contains 79857 members 
Mstep: Class 19 contains 51224 members 
Mstep: Class 20 contains 96946 members 
Mstep: Class 21 contains 92248 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8618 members 
Mstep: Class 24 contains 58534 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188729 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 102790.210938
Iteration 248Q: 30 clusters Score -1.839937e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 176643 members 
Mstep: Class 5 contains 35702 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322784 members 
Mstep: Class 13 contains 22570 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321183 members 
Mstep: Class 18 contains 79849 members 
Mstep: Class 19 contains 51224 members 
Mstep: Class 20 contains 96935 members 
Mstep: Class 21 contains 92238 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8608 members 
Mstep: Class 24 contains 58524 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188744 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993904.000000 Penalty: 102790.210938
Iteration 249Q: 30 clusters Score -1.839939e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 176624 members 
Mstep: Class 5 contains 35702 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322770 members 
Mstep: Class 13 contains 22584 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321198 members 
Mstep: Class 18 contains 79845 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96933 members 
Mstep: Class 21 contains 92232 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 58525 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188769 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993744.000000 Penalty: 102790.210938
Iteration 250Q: 30 clusters Score -1.839937e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 176605 members 
Mstep: Class 5 contains 35706 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322784 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321195 members 
Mstep: Class 18 contains 79833 members 
Mstep: Class 19 contains 51221 members 
Mstep: Class 20 contains 96931 members 
Mstep: Class 21 contains 92226 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 58522 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188789 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 102790.210938
Iteration 251Q: 30 clusters Score -1.839936e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 176582 members 
Mstep: Class 5 contains 35708 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12568 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322794 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 321196 members 
Mstep: Class 18 contains 79822 members 
Mstep: Class 19 contains 51224 members 
Mstep: Class 20 contains 96924 members 
Mstep: Class 21 contains 92214 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 58520 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188814 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993664.000000 Penalty: 102790.210938
Iteration 252Q: 30 clusters Score -1.839937e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 176572 members 
Mstep: Class 5 contains 35715 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12571 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322823 members 
Mstep: Class 13 contains 22635 members 
Mstep: Class 14 contains 19489 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 321198 members 
Mstep: Class 18 contains 79811 members 
Mstep: Class 19 contains 51223 members 
Mstep: Class 20 contains 96906 members 
Mstep: Class 21 contains 92201 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 58506 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188816 members 
Mstep: Class 29 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 102790.210938
Iteration 253Q: 30 clusters Score -1.839937e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 176569 members 
Mstep: Class 5 contains 35719 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12571 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322822 members 
Mstep: Class 13 contains 22658 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 321209 members 
Mstep: Class 18 contains 79802 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96902 members 
Mstep: Class 21 contains 92182 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 58501 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188818 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 102790.210938
Iteration 254Q: 30 clusters Score -1.839936e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 176567 members 
Mstep: Class 5 contains 35724 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12571 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322805 members 
Mstep: Class 13 contains 22678 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321228 members 
Mstep: Class 18 contains 79792 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96891 members 
Mstep: Class 21 contains 92171 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 58499 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188830 members 
Mstep: Class 29 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 102790.210938
Iteration 255Q: 30 clusters Score -1.839937e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 176564 members 
Mstep: Class 5 contains 35727 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12572 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83779 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322768 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 321266 members 
Mstep: Class 18 contains 79789 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96886 members 
Mstep: Class 21 contains 92157 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 58489 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188841 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 102790.210938
Iteration 256Q: 30 clusters Score -1.839937e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 176556 members 
Mstep: Class 5 contains 35732 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12577 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322758 members 
Mstep: Class 13 contains 22723 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 321283 members 
Mstep: Class 18 contains 79783 members 
Mstep: Class 19 contains 51225 members 
Mstep: Class 20 contains 96876 members 
Mstep: Class 21 contains 92137 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 58477 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188855 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 102790.210938
Iteration 257Q: 30 clusters Score -1.839937e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 176550 members 
Mstep: Class 5 contains 35734 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12577 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83779 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322762 members 
Mstep: Class 13 contains 22744 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321277 members 
Mstep: Class 18 contains 79783 members 
Mstep: Class 19 contains 51225 members 
Mstep: Class 20 contains 96862 members 
Mstep: Class 21 contains 92127 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58473 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188868 members 
Mstep: Class 29 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 102790.210938
Iteration 258Q: 30 clusters Score -1.839936e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 176550 members 
Mstep: Class 5 contains 35734 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83781 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322768 members 
Mstep: Class 13 contains 22764 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321272 members 
Mstep: Class 18 contains 79780 members 
Mstep: Class 19 contains 51223 members 
Mstep: Class 20 contains 96848 members 
Mstep: Class 21 contains 92120 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8579 members 
Mstep: Class 24 contains 58456 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188894 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993536.000000 Penalty: 102790.210938
Iteration 259Q: 30 clusters Score -1.839935e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 176543 members 
Mstep: Class 5 contains 35737 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83781 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322787 members 
Mstep: Class 13 contains 22779 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321266 members 
Mstep: Class 18 contains 79773 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96830 members 
Mstep: Class 21 contains 92108 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58441 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188917 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 102790.210938
Iteration 260F: 30 clusters Score -1.839935e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 176534 members 
Mstep: Class 5 contains 35737 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12579 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83782 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322828 members 
Mstep: Class 13 contains 22797 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321273 members 
Mstep: Class 18 contains 79763 members 
Mstep: Class 19 contains 51221 members 
Mstep: Class 20 contains 96805 members 
Mstep: Class 21 contains 92098 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58424 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188924 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993488.000000 Penalty: 102790.210938
Iteration 261Q: 30 clusters Score -1.839935e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 176527 members 
Mstep: Class 5 contains 35737 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12578 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83783 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322860 members 
Mstep: Class 13 contains 22819 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 321283 members 
Mstep: Class 18 contains 79757 members 
Mstep: Class 19 contains 51221 members 
Mstep: Class 20 contains 96782 members 
Mstep: Class 21 contains 92090 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58411 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188918 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993488.000000 Penalty: 102790.210938
Iteration 262Q: 30 clusters Score -1.839935e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176524 members 
Mstep: Class 5 contains 35742 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12576 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83780 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322853 members 
Mstep: Class 13 contains 22845 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321305 members 
Mstep: Class 18 contains 79748 members 
Mstep: Class 19 contains 51221 members 
Mstep: Class 20 contains 96771 members 
Mstep: Class 21 contains 92082 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58398 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188917 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993456.000000 Penalty: 102790.210938
Iteration 263Q: 30 clusters Score -1.839935e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 176521 members 
Mstep: Class 5 contains 35747 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12580 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83779 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322880 members 
Mstep: Class 13 contains 22872 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7251 members 
Mstep: Class 17 contains 321312 members 
Mstep: Class 18 contains 79736 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 96745 members 
Mstep: Class 21 contains 92076 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58385 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188907 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993200.000000 Penalty: 102790.210938
Iteration 264Q: 30 clusters Score -1.839932e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176526 members 
Mstep: Class 5 contains 35749 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12581 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83779 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322896 members 
Mstep: Class 13 contains 22888 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321306 members 
Mstep: Class 18 contains 79726 members 
Mstep: Class 19 contains 51220 members 
Mstep: Class 20 contains 96729 members 
Mstep: Class 21 contains 92072 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58374 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188916 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993376.000000 Penalty: 102790.210938
Iteration 265Q: 30 clusters Score -1.839934e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176534 members 
Mstep: Class 5 contains 35753 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12582 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83780 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322922 members 
Mstep: Class 13 contains 22906 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321284 members 
Mstep: Class 18 contains 79720 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96705 members 
Mstep: Class 21 contains 92067 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58357 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188932 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993360.000000 Penalty: 102790.210938
Iteration 266Q: 30 clusters Score -1.839934e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176531 members 
Mstep: Class 5 contains 35755 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 12583 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83780 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322929 members 
Mstep: Class 13 contains 22923 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321279 members 
Mstep: Class 18 contains 79716 members 
Mstep: Class 19 contains 51223 members 
Mstep: Class 20 contains 96684 members 
Mstep: Class 21 contains 92064 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 58349 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188944 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993312.000000 Penalty: 102790.210938
Iteration 267Q: 30 clusters Score -1.839933e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176528 members 
Mstep: Class 5 contains 35758 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12584 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83779 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322940 members 
Mstep: Class 13 contains 22937 members 
Mstep: Class 14 contains 19490 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321283 members 
Mstep: Class 18 contains 79705 members 
Mstep: Class 19 contains 51220 members 
Mstep: Class 20 contains 96674 members 
Mstep: Class 21 contains 92057 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 58337 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188950 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993248.000000 Penalty: 102790.210938
Iteration 268Q: 30 clusters Score -1.839932e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176522 members 
Mstep: Class 5 contains 35758 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12589 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83779 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322931 members 
Mstep: Class 13 contains 22953 members 
Mstep: Class 14 contains 19495 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321295 members 
Mstep: Class 18 contains 79693 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 96663 members 
Mstep: Class 21 contains 92050 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 58335 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188957 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993424.000000 Penalty: 102790.210938
Iteration 269Q: 30 clusters Score -1.839934e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176510 members 
Mstep: Class 5 contains 35759 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12591 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322952 members 
Mstep: Class 13 contains 22977 members 
Mstep: Class 14 contains 19497 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321285 members 
Mstep: Class 18 contains 79683 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 96651 members 
Mstep: Class 21 contains 92043 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 58334 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188967 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993376.000000 Penalty: 102790.210938
Iteration 270Q: 30 clusters Score -1.839934e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176511 members 
Mstep: Class 5 contains 35761 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12593 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 22998 members 
Mstep: Class 14 contains 19499 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 321284 members 
Mstep: Class 18 contains 79677 members 
Mstep: Class 19 contains 51214 members 
Mstep: Class 20 contains 96632 members 
Mstep: Class 21 contains 92037 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 58332 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 188997 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993296.000000 Penalty: 102790.210938
Iteration 271Q: 30 clusters Score -1.839933e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176503 members 
Mstep: Class 5 contains 35762 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12596 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322933 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 321275 members 
Mstep: Class 18 contains 79669 members 
Mstep: Class 19 contains 51214 members 
Mstep: Class 20 contains 96604 members 
Mstep: Class 21 contains 92043 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 58319 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189043 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993344.000000 Penalty: 102790.210938
Iteration 272Q: 30 clusters Score -1.839933e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176499 members 
Mstep: Class 5 contains 35765 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12597 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322950 members 
Mstep: Class 13 contains 23024 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 321257 members 
Mstep: Class 18 contains 79664 members 
Mstep: Class 19 contains 51206 members 
Mstep: Class 20 contains 96577 members 
Mstep: Class 21 contains 92049 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 58309 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189070 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993328.000000 Penalty: 102790.210938
Iteration 273Q: 30 clusters Score -1.839933e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176479 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12598 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322981 members 
Mstep: Class 13 contains 23033 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7252 members 
Mstep: Class 17 contains 321245 members 
Mstep: Class 18 contains 79659 members 
Mstep: Class 19 contains 51201 members 
Mstep: Class 20 contains 96554 members 
Mstep: Class 21 contains 92045 members 
Mstep: Class 22 contains 4743 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 58300 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189100 members 
Mstep: Class 29 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993440.000000 Penalty: 102790.210938
Iteration 274Q: 30 clusters Score -1.839934e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176466 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322997 members 
Mstep: Class 13 contains 23042 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7253 members 
Mstep: Class 17 contains 321236 members 
Mstep: Class 18 contains 79656 members 
Mstep: Class 19 contains 51200 members 
Mstep: Class 20 contains 96536 members 
Mstep: Class 21 contains 92043 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 58302 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189120 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993376.000000 Penalty: 102790.210938
Iteration 275Q: 30 clusters Score -1.839934e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176450 members 
Mstep: Class 5 contains 35769 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322987 members 
Mstep: Class 13 contains 23050 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7255 members 
Mstep: Class 17 contains 321237 members 
Mstep: Class 18 contains 79656 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96526 members 
Mstep: Class 21 contains 92034 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8589 members 
Mstep: Class 24 contains 58298 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6188 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189155 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993200.000000 Penalty: 102790.210938
Iteration 276Q: 30 clusters Score -1.839932e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 176440 members 
Mstep: Class 5 contains 35765 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322987 members 
Mstep: Class 13 contains 23054 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 321231 members 
Mstep: Class 18 contains 79652 members 
Mstep: Class 19 contains 51205 members 
Mstep: Class 20 contains 96511 members 
Mstep: Class 21 contains 92033 members 
Mstep: Class 22 contains 4739 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 58300 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189185 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993408.000000 Penalty: 102790.210938
Iteration 277Q: 30 clusters Score -1.839934e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176427 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 12600 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83778 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322983 members 
Mstep: Class 13 contains 23059 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321216 members 
Mstep: Class 18 contains 79652 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96504 members 
Mstep: Class 21 contains 92032 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58300 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189217 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 102790.210938
Iteration 278Q: 30 clusters Score -1.839936e+08 nChanged 174
Entering ConstructFrom: 
Score: -183993584.000000 Penalty: 102790.210938
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84280.992188 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84280.99 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84622.921875 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84622.92 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84808.070312 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -84808.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84997.578125 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -84997.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85171.898438 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -85171.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85301.203125 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85301.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85421.382812 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85421.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85525.453125 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85525.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85642.734375 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85642.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85678.828125 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85678.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85691.906250 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85691.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85703.226562 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85703.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85708.812500 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -85708.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85716.273438 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -85716.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85723.289062 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -85723.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85726.148438 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -85726.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85727.187500 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -85727.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85727.187500 Penalty: 3360.014893
	Iteration 17F: 3 clusters Score -85727.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -176803.531250 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176803.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177840.593750 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177840.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179464.859375 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -179464.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -180109.859375 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -180109.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -180311.937500 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -180311.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -180359.640625 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -180359.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -180386.000000 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -180386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -180401.218750 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -180401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -180413.796875 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -180413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -180422.281250 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -180422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -180428.437500 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -180428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -180429.109375 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -180429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -180429.109375 Penalty: 3671.010742
	Iteration 12F: 3 clusters Score -180429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176413 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322985 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321223 members 
Mstep: Class 18 contains 79648 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96486 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58295 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189245 members 
Mstep: Class 29 contains 867 members 
Mstep: Class 30 contains 279 members 
Entering Unmasked Estep 
Score: -183992432.000000 Penalty: 106334.703125
Splitting cluster 2 changes total score from -183993584.000000 to -183992432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Entering Unmasked Estep 
Score: -955281.562500 Penalty: 2241.838379
	Iteration 0F: 2 clusters Score -955281.6 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 4318 members 
Entering Unmasked Estep 
Score: -948671.437500 Penalty: 4483.676758
	Iteration 0F: 3 clusters Score -948671.4 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -950928.437500 Penalty: 4483.676758
	Iteration 1F: 3 clusters Score -950928.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -951806.062500 Penalty: 4483.676758
	Iteration 2F: 3 clusters Score -951806.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -952566.500000 Penalty: 4483.676758
	Iteration 3F: 3 clusters Score -952566.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -953095.750000 Penalty: 4483.676758
	Iteration 4F: 3 clusters Score -953095.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -953439.437500 Penalty: 4483.676758
	Iteration 5F: 3 clusters Score -953439.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -953643.250000 Penalty: 4483.676758
	Iteration 6Q: 3 clusters Score -953643.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -953743.437500 Penalty: 4483.676758
	Iteration 7Q: 3 clusters Score -953743.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -953793.125000 Penalty: 4483.676758
	Iteration 8Q: 3 clusters Score -953793.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -953822.125000 Penalty: 4483.676758
	Iteration 9Q: 3 clusters Score -953822.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -953844.375000 Penalty: 4483.676758
	Iteration 10Q: 3 clusters Score -953844.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -953854.312500 Penalty: 4483.676758
	Iteration 11Q: 3 clusters Score -953854.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -953861.312500 Penalty: 4483.676758
	Iteration 12Q: 3 clusters Score -953861.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -953867.812500 Penalty: 4483.676758
	Iteration 13Q: 3 clusters Score -953867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -953874.000000 Penalty: 4483.676758
	Iteration 14Q: 3 clusters Score -953874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -953881.500000 Penalty: 4483.676758
	Iteration 15Q: 3 clusters Score -953881.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -953882.562500 Penalty: 4483.676758
	Iteration 16Q: 3 clusters Score -953882.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -953887.687500 Penalty: 4483.676758
	Iteration 17Q: 3 clusters Score -953887.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -953891.250000 Penalty: 4483.676758
	Iteration 18Q: 3 clusters Score -953891.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -953895.937500 Penalty: 4483.676758
	Iteration 19Q: 3 clusters Score -953895.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -953901.000000 Penalty: 4483.676758
	Iteration 20F: 3 clusters Score -953901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -953903.875000 Penalty: 4483.676758
	Iteration 21Q: 3 clusters Score -953903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -953905.625000 Penalty: 4483.676758
	Iteration 22Q: 3 clusters Score -953905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -953908.312500 Penalty: 4483.676758
	Iteration 23Q: 3 clusters Score -953908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -953908.812500 Penalty: 4483.676758
	Iteration 24Q: 3 clusters Score -953908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -953907.750000 Penalty: 4483.676758
	Iteration 25Q: 3 clusters Score -953907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -953907.937500 Penalty: 4483.676758
	Iteration 26Q: 3 clusters Score -953907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -953910.500000 Penalty: 4483.676758
	Iteration 27Q: 3 clusters Score -953910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -953911.375000 Penalty: 4483.676758
	Iteration 28Q: 3 clusters Score -953911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -953911.375000 Penalty: 4483.676758
	Iteration 29F: 3 clusters Score -953911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176413 members 
Entering Unmasked Estep 
Score: -20768932.000000 Penalty: 2995.984619
	Iteration 0F: 2 clusters Score -2.076893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -20651312.000000 Penalty: 5991.969238
	Iteration 0F: 3 clusters Score -2.065131e+07 nChanged 84277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -20700226.000000 Penalty: 5991.969238
	Iteration 1F: 3 clusters Score -2.070023e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -20701130.000000 Penalty: 5991.969238
	Iteration 2Q: 3 clusters Score -2.070113e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -20702348.000000 Penalty: 5991.969238
	Iteration 3Q: 3 clusters Score -2.070235e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -20704216.000000 Penalty: 5991.969238
	Iteration 4Q: 3 clusters Score -2.070422e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -20707064.000000 Penalty: 5991.969238
	Iteration 5Q: 3 clusters Score -2.070706e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -20711870.000000 Penalty: 5991.969238
	Iteration 6F: 3 clusters Score -2.071187e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119958 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -20719780.000000 Penalty: 5991.969238
	Iteration 7F: 3 clusters Score -2.071978e+07 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -20731426.000000 Penalty: 5991.969238
	Iteration 8F: 3 clusters Score -2.073143e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -20743216.000000 Penalty: 5991.969238
	Iteration 9F: 3 clusters Score -2.074322e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -20752990.000000 Penalty: 5991.969238
	Iteration 10F: 3 clusters Score -2.075299e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -20758708.000000 Penalty: 5991.969238
	Iteration 11Q: 3 clusters Score -2.075871e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -20761924.000000 Penalty: 5991.969238
	Iteration 12Q: 3 clusters Score -2.076192e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -20763458.000000 Penalty: 5991.969238
	Iteration 13Q: 3 clusters Score -2.076346e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -20764360.000000 Penalty: 5991.969238
	Iteration 14Q: 3 clusters Score -2.076436e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -20764918.000000 Penalty: 5991.969238
	Iteration 15Q: 3 clusters Score -2.076492e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -20765438.000000 Penalty: 5991.969238
	Iteration 16Q: 3 clusters Score -2.076544e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -20765806.000000 Penalty: 5991.969238
	Iteration 17Q: 3 clusters Score -2.076581e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169791 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -20766100.000000 Penalty: 5991.969238
	Iteration 18Q: 3 clusters Score -2.07661e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -20766400.000000 Penalty: 5991.969238
	Iteration 19Q: 3 clusters Score -2.07664e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -20766614.000000 Penalty: 5991.969238
	Iteration 20F: 3 clusters Score -2.076661e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171153 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -20766800.000000 Penalty: 5991.969238
	Iteration 21Q: 3 clusters Score -2.07668e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -20766866.000000 Penalty: 5991.969238
	Iteration 22Q: 3 clusters Score -2.076687e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171755 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -20766990.000000 Penalty: 5991.969238
	Iteration 23Q: 3 clusters Score -2.076699e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -20767098.000000 Penalty: 5991.969238
	Iteration 24Q: 3 clusters Score -2.07671e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172192 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -20767152.000000 Penalty: 5991.969238
	Iteration 25Q: 3 clusters Score -2.076715e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172346 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -20767158.000000 Penalty: 5991.969238
	Iteration 26Q: 3 clusters Score -2.076716e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -20767188.000000 Penalty: 5991.969238
	Iteration 27Q: 3 clusters Score -2.076719e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -20767212.000000 Penalty: 5991.969238
	Iteration 28Q: 3 clusters Score -2.076721e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -20767220.000000 Penalty: 5991.969238
	Iteration 29Q: 3 clusters Score -2.076722e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -20767246.000000 Penalty: 5991.969238
	Iteration 30Q: 3 clusters Score -2.076725e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -20767224.000000 Penalty: 5991.969238
	Iteration 31Q: 3 clusters Score -2.076722e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172827 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -20767204.000000 Penalty: 5991.969238
	Iteration 32Q: 3 clusters Score -2.07672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172875 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -20767196.000000 Penalty: 5991.969238
	Iteration 33Q: 3 clusters Score -2.07672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -20767226.000000 Penalty: 5991.969238
	Iteration 34Q: 3 clusters Score -2.076723e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172945 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -20767254.000000 Penalty: 5991.969238
	Iteration 35Q: 3 clusters Score -2.076725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -20767230.000000 Penalty: 5991.969238
	Iteration 36Q: 3 clusters Score -2.076723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -20767214.000000 Penalty: 5991.969238
	Iteration 37Q: 3 clusters Score -2.076721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -20767212.000000 Penalty: 5991.969238
	Iteration 38Q: 3 clusters Score -2.076721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20767200.000000 Penalty: 5991.969238
	Iteration 39Q: 3 clusters Score -2.07672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -20767204.000000 Penalty: 5991.969238
	Iteration 40F: 3 clusters Score -2.07672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -20767196.000000 Penalty: 5991.969238
	Iteration 41Q: 3 clusters Score -2.07672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -20767196.000000 Penalty: 5991.969238
	Iteration 42F: 3 clusters Score -2.07672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Entering Unmasked Estep 
Score: -4263597.000000 Penalty: 2600.218750
	Iteration 0F: 2 clusters Score -4263597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4239443.000000 Penalty: 5200.437500
	Iteration 0F: 3 clusters Score -4239443 nChanged 16137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4248097.500000 Penalty: 5200.437500
	Iteration 1F: 3 clusters Score -4248098 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4248540.500000 Penalty: 5200.437500
	Iteration 2Q: 3 clusters Score -4248540 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4248937.000000 Penalty: 5200.437500
	Iteration 3Q: 3 clusters Score -4248937 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4249330.500000 Penalty: 5200.437500
	Iteration 4Q: 3 clusters Score -4249330 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4249763.000000 Penalty: 5200.437500
	Iteration 5Q: 3 clusters Score -4249763 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4250353.500000 Penalty: 5200.437500
	Iteration 6Q: 3 clusters Score -4250354 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4251173.000000 Penalty: 5200.437500
	Iteration 7Q: 3 clusters Score -4251173 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4252402.500000 Penalty: 5200.437500
	Iteration 8F: 3 clusters Score -4252402 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4254102.000000 Penalty: 5200.437500
	Iteration 9F: 3 clusters Score -4254102 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -4256176.500000 Penalty: 5200.437500
	Iteration 10F: 3 clusters Score -4256176 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4258109.000000 Penalty: 5200.437500
	Iteration 11F: 3 clusters Score -4258109 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4259547.500000 Penalty: 5200.437500
	Iteration 12Q: 3 clusters Score -4259548 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4260367.500000 Penalty: 5200.437500
	Iteration 13Q: 3 clusters Score -4260368 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4260794.500000 Penalty: 5200.437500
	Iteration 14Q: 3 clusters Score -4260794 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4261044.000000 Penalty: 5200.437500
	Iteration 15Q: 3 clusters Score -4261044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4261193.500000 Penalty: 5200.437500
	Iteration 16Q: 3 clusters Score -4261194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4261272.500000 Penalty: 5200.437500
	Iteration 17Q: 3 clusters Score -4261272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4261315.500000 Penalty: 5200.437500
	Iteration 18Q: 3 clusters Score -4261316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4261355.500000 Penalty: 5200.437500
	Iteration 19Q: 3 clusters Score -4261356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4261378.000000 Penalty: 5200.437500
	Iteration 20F: 3 clusters Score -4261378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4261394.000000 Penalty: 5200.437500
	Iteration 21Q: 3 clusters Score -4261394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4261410.500000 Penalty: 5200.437500
	Iteration 22Q: 3 clusters Score -4261410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4261422.500000 Penalty: 5200.437500
	Iteration 23Q: 3 clusters Score -4261422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4261429.500000 Penalty: 5200.437500
	Iteration 24Q: 3 clusters Score -4261430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4261432.500000 Penalty: 5200.437500
	Iteration 25Q: 3 clusters Score -4261432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4261434.500000 Penalty: 5200.437500
	Iteration 26Q: 3 clusters Score -4261434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4261437.000000 Penalty: 5200.437500
	Iteration 27Q: 3 clusters Score -4261437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4261436.000000 Penalty: 5200.437500
	Iteration 28Q: 3 clusters Score -4261436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4261441.500000 Penalty: 5200.437500
	Iteration 29Q: 3 clusters Score -4261442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4261442.000000 Penalty: 5200.437500
	Iteration 30Q: 3 clusters Score -4261442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4261441.500000 Penalty: 5200.437500
	Iteration 31Q: 3 clusters Score -4261442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4261445.000000 Penalty: 5200.437500
	Iteration 32Q: 3 clusters Score -4261445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4261450.000000 Penalty: 5200.437500
	Iteration 33Q: 3 clusters Score -4261450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4261451.500000 Penalty: 5200.437500
	Iteration 34Q: 3 clusters Score -4261452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4261452.000000 Penalty: 5200.437500
	Iteration 35Q: 3 clusters Score -4261452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4261453.000000 Penalty: 5200.437500
	Iteration 36Q: 3 clusters Score -4261453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4261450.500000 Penalty: 5200.437500
	Iteration 37Q: 3 clusters Score -4261450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4261450.500000 Penalty: 5200.437500
	Iteration 38F: 3 clusters Score -4261450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -148128.000000 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -148128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145940.906250 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -145940.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -146236.265625 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -146236.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146327.843750 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -146327.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -146387.140625 Penalty: 3567.695312
	Iteration 3Q: 3 clusters Score -146387.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -146436.515625 Penalty: 3567.695312
	Iteration 4Q: 3 clusters Score -146436.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146468.109375 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -146468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -146487.078125 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -146487.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -146503.906250 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -146503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -146518.140625 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -146518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146527.125000 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -146527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146532.062500 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -146532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -146535.000000 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -146535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -146539.765625 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -146539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -146545.406250 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -146545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146549.968750 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -146550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -146556.828125 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -146556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146560.765625 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -146560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146562.328125 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -146562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146563.140625 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -146563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146563.140625 Penalty: 3567.695312
	Iteration 19F: 3 clusters Score -146563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -276033.500000 Penalty: 1952.368896
	Iteration 0F: 2 clusters Score -276033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -273041.093750 Penalty: 3904.737793
	Iteration 0F: 3 clusters Score -273041.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -273823.031250 Penalty: 3904.737793
	Iteration 1F: 3 clusters Score -273823 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -274133.312500 Penalty: 3904.737793
	Iteration 2F: 3 clusters Score -274133.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -274376.593750 Penalty: 3904.737793
	Iteration 3F: 3 clusters Score -274376.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -274651.093750 Penalty: 3904.737793
	Iteration 4F: 3 clusters Score -274651.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -274939.062500 Penalty: 3904.737793
	Iteration 5F: 3 clusters Score -274939.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -275220.281250 Penalty: 3904.737793
	Iteration 6F: 3 clusters Score -275220.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -275497.562500 Penalty: 3904.737793
	Iteration 7F: 3 clusters Score -275497.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -275709.875000 Penalty: 3904.737793
	Iteration 8Q: 3 clusters Score -275709.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -275886.906250 Penalty: 3904.737793
	Iteration 9Q: 3 clusters Score -275886.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -276017.156250 Penalty: 3904.737793
	Iteration 10Q: 3 clusters Score -276017.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276152.312500 Penalty: 3904.737793
	Iteration 11Q: 3 clusters Score -276152.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -276332.562500 Penalty: 3904.737793
	Iteration 12Q: 3 clusters Score -276332.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -276460.906250 Penalty: 3904.737793
	Iteration 13Q: 3 clusters Score -276460.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -276500.968750 Penalty: 3904.737793
	Iteration 14Q: 3 clusters Score -276501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -276527.687500 Penalty: 3904.737793
	Iteration 15Q: 3 clusters Score -276527.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -276534.812500 Penalty: 3904.737793
	Iteration 16Q: 3 clusters Score -276534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -276538.375000 Penalty: 3904.737793
	Iteration 17Q: 3 clusters Score -276538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -276540.593750 Penalty: 3904.737793
	Iteration 18Q: 3 clusters Score -276540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -276541.250000 Penalty: 3904.737793
	Iteration 19Q: 3 clusters Score -276541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -276541.250000 Penalty: 3904.737793
	Iteration 20F: 3 clusters Score -276541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176413 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 1206 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322985 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321223 members 
Mstep: Class 18 contains 79648 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96486 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58295 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189245 members 
Mstep: Class 29 contains 867 members 
Mstep: Class 30 contains 1418 members 
Entering Unmasked Estep 
Score: -183992864.000000 Penalty: 106334.703125
Splitting cluster 7 changes total score from -183993584.000000 to -183992864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Entering Unmasked Estep 
Score: -1368358.125000 Penalty: 2341.460449
	Iteration 0F: 2 clusters Score -1368358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1358952.750000 Penalty: 4682.920898
	Iteration 0F: 3 clusters Score -1358953 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1361989.125000 Penalty: 4682.920898
	Iteration 1F: 3 clusters Score -1361989 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1362523.875000 Penalty: 4682.920898
	Iteration 2F: 3 clusters Score -1362524 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1363020.125000 Penalty: 4682.920898
	Iteration 3F: 3 clusters Score -1363020 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1363610.125000 Penalty: 4682.920898
	Iteration 4F: 3 clusters Score -1363610 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1364408.125000 Penalty: 4682.920898
	Iteration 5F: 3 clusters Score -1364408 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1365178.500000 Penalty: 4682.920898
	Iteration 6F: 3 clusters Score -1365178 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1365753.250000 Penalty: 4682.920898
	Iteration 7F: 3 clusters Score -1365753 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1366200.250000 Penalty: 4682.920898
	Iteration 8F: 3 clusters Score -1366200 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1366547.125000 Penalty: 4682.920898
	Iteration 9Q: 3 clusters Score -1366547 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1366890.250000 Penalty: 4682.920898
	Iteration 10Q: 3 clusters Score -1366890 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1367240.000000 Penalty: 4682.920898
	Iteration 11Q: 3 clusters Score -1367240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1367540.125000 Penalty: 4682.920898
	Iteration 12Q: 3 clusters Score -1367540 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1367735.500000 Penalty: 4682.920898
	Iteration 13Q: 3 clusters Score -1367736 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1367883.750000 Penalty: 4682.920898
	Iteration 14Q: 3 clusters Score -1367884 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1367971.375000 Penalty: 4682.920898
	Iteration 15Q: 3 clusters Score -1367971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1368029.625000 Penalty: 4682.920898
	Iteration 16Q: 3 clusters Score -1368030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1368099.875000 Penalty: 4682.920898
	Iteration 17Q: 3 clusters Score -1368100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1368171.250000 Penalty: 4682.920898
	Iteration 18Q: 3 clusters Score -1368171 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1368235.125000 Penalty: 4682.920898
	Iteration 19Q: 3 clusters Score -1368235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1368277.625000 Penalty: 4682.920898
	Iteration 20F: 3 clusters Score -1368278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1368301.375000 Penalty: 4682.920898
	Iteration 21Q: 3 clusters Score -1368301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1368311.375000 Penalty: 4682.920898
	Iteration 22Q: 3 clusters Score -1368311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1368322.500000 Penalty: 4682.920898
	Iteration 23Q: 3 clusters Score -1368322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1368332.125000 Penalty: 4682.920898
	Iteration 24Q: 3 clusters Score -1368332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1368334.875000 Penalty: 4682.920898
	Iteration 25Q: 3 clusters Score -1368335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1368340.500000 Penalty: 4682.920898
	Iteration 26Q: 3 clusters Score -1368340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1368342.375000 Penalty: 4682.920898
	Iteration 27Q: 3 clusters Score -1368342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1368346.750000 Penalty: 4682.920898
	Iteration 28Q: 3 clusters Score -1368347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1368347.000000 Penalty: 4682.920898
	Iteration 29Q: 3 clusters Score -1368347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1368347.500000 Penalty: 4682.920898
	Iteration 30Q: 3 clusters Score -1368348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1368349.250000 Penalty: 4682.920898
	Iteration 31Q: 3 clusters Score -1368349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1368349.375000 Penalty: 4682.920898
	Iteration 32Q: 3 clusters Score -1368349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1368353.625000 Penalty: 4682.920898
	Iteration 33Q: 3 clusters Score -1368354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1368354.625000 Penalty: 4682.920898
	Iteration 34Q: 3 clusters Score -1368355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1368354.875000 Penalty: 4682.920898
	Iteration 35Q: 3 clusters Score -1368355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1368356.000000 Penalty: 4682.920898
	Iteration 36Q: 3 clusters Score -1368356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1368355.750000 Penalty: 4682.920898
	Iteration 37Q: 3 clusters Score -1368356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1368355.375000 Penalty: 4682.920898
	Iteration 38Q: 3 clusters Score -1368355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1368355.375000 Penalty: 4682.920898
	Iteration 39F: 3 clusters Score -1368355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 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 256 members 
Entering Unmasked Estep 
Score: -50578.027344 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50578.03 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50774.816406 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50774.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50823.718750 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50823.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50842.152344 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50842.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50856.207031 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50856.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50857.640625 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -50857.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50857.640625 Penalty: 3075.452393
	Iteration 6F: 3 clusters Score -50857.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Entering Unmasked Estep 
Score: -9751309.000000 Penalty: 2811.306641
	Iteration 0F: 2 clusters Score -9751309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -9695271.000000 Penalty: 5622.613281
	Iteration 0F: 3 clusters Score -9695271 nChanged 39528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -9718243.000000 Penalty: 5622.613281
	Iteration 1F: 3 clusters Score -9718243 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -9719568.000000 Penalty: 5622.613281
	Iteration 2Q: 3 clusters Score -9719568 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -9721326.000000 Penalty: 5622.613281
	Iteration 3Q: 3 clusters Score -9721326 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -9724135.000000 Penalty: 5622.613281
	Iteration 4F: 3 clusters Score -9724135 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -9727930.000000 Penalty: 5622.613281
	Iteration 5F: 3 clusters Score -9727930 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -9732213.000000 Penalty: 5622.613281
	Iteration 6F: 3 clusters Score -9732213 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -9736226.000000 Penalty: 5622.613281
	Iteration 7F: 3 clusters Score -9736226 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -9739371.000000 Penalty: 5622.613281
	Iteration 8F: 3 clusters Score -9739371 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -9742034.000000 Penalty: 5622.613281
	Iteration 9Q: 3 clusters Score -9742034 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -9744127.000000 Penalty: 5622.613281
	Iteration 10Q: 3 clusters Score -9744127 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -9745862.000000 Penalty: 5622.613281
	Iteration 11Q: 3 clusters Score -9745862 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -9747085.000000 Penalty: 5622.613281
	Iteration 12Q: 3 clusters Score -9747085 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -9747986.000000 Penalty: 5622.613281
	Iteration 13Q: 3 clusters Score -9747986 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9748609.000000 Penalty: 5622.613281
	Iteration 14Q: 3 clusters Score -9748609 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9748904.000000 Penalty: 5622.613281
	Iteration 15Q: 3 clusters Score -9748904 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9749163.000000 Penalty: 5622.613281
	Iteration 16Q: 3 clusters Score -9749163 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9749347.000000 Penalty: 5622.613281
	Iteration 17Q: 3 clusters Score -9749347 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9749469.000000 Penalty: 5622.613281
	Iteration 18Q: 3 clusters Score -9749469 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9749534.000000 Penalty: 5622.613281
	Iteration 19Q: 3 clusters Score -9749534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9749599.000000 Penalty: 5622.613281
	Iteration 20F: 3 clusters Score -9749599 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9749614.000000 Penalty: 5622.613281
	Iteration 21Q: 3 clusters Score -9749614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9749636.000000 Penalty: 5622.613281
	Iteration 22Q: 3 clusters Score -9749636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9749649.000000 Penalty: 5622.613281
	Iteration 23Q: 3 clusters Score -9749649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9749648.000000 Penalty: 5622.613281
	Iteration 24Q: 3 clusters Score -9749648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9749638.000000 Penalty: 5622.613281
	Iteration 25Q: 3 clusters Score -9749638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9749636.000000 Penalty: 5622.613281
	Iteration 26Q: 3 clusters Score -9749636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9749630.000000 Penalty: 5622.613281
	Iteration 27Q: 3 clusters Score -9749630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9749643.000000 Penalty: 5622.613281
	Iteration 28Q: 3 clusters Score -9749643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9749642.000000 Penalty: 5622.613281
	Iteration 29Q: 3 clusters Score -9749642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9749658.000000 Penalty: 5622.613281
	Iteration 30Q: 3 clusters Score -9749658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9749657.000000 Penalty: 5622.613281
	Iteration 31Q: 3 clusters Score -9749657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9749659.000000 Penalty: 5622.613281
	Iteration 32Q: 3 clusters Score -9749659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9749664.000000 Penalty: 5622.613281
	Iteration 33Q: 3 clusters Score -9749664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9749661.000000 Penalty: 5622.613281
	Iteration 34Q: 3 clusters Score -9749661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9749675.000000 Penalty: 5622.613281
	Iteration 35Q: 3 clusters Score -9749675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9749679.000000 Penalty: 5622.613281
	Iteration 36Q: 3 clusters Score -9749679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9749681.000000 Penalty: 5622.613281
	Iteration 37Q: 3 clusters Score -9749681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9749684.000000 Penalty: 5622.613281
	Iteration 38Q: 3 clusters Score -9749684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9749678.000000 Penalty: 5622.613281
	Iteration 39Q: 3 clusters Score -9749678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9749669.000000 Penalty: 5622.613281
	Iteration 40F: 3 clusters Score -9749669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9749666.000000 Penalty: 5622.613281
	Iteration 41Q: 3 clusters Score -9749666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9749671.000000 Penalty: 5622.613281
	Iteration 42Q: 3 clusters Score -9749671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9749670.000000 Penalty: 5622.613281
	Iteration 43Q: 3 clusters Score -9749670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9749676.000000 Penalty: 5622.613281
	Iteration 44Q: 3 clusters Score -9749676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9749676.000000 Penalty: 5622.613281
	Iteration 45F: 3 clusters Score -9749676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141717.546875 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141717.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -142242.328125 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142242.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142457.671875 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142457.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142696.609375 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -142696.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -143234.468750 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -143234.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -143804.812500 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -143804.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -143914.203125 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -143914.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -143970.468750 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -143970.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -143992.390625 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -143992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -143999.875000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -143999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -144004.375000 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -144004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144007.000000 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -144007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144008.875000 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -144008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144008.875000 Penalty: 3554.468018
	Iteration 13F: 3 clusters Score -144008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176413 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 246 members 
Mstep: Class 12 contains 322985 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321223 members 
Mstep: Class 18 contains 79648 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96486 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58295 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189245 members 
Mstep: Class 29 contains 867 members 
Mstep: Class 30 contains 1049 members 
Entering Unmasked Estep 
Score: -183991216.000000 Penalty: 106334.703125
Splitting cluster 11 changes total score from -183993584.000000 to -183991216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (322985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322985 members 
Entering Unmasked Estep 
Score: -37897244.000000 Penalty: 3145.969482
	Iteration 0F: 2 clusters Score -3.789724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 160933 members 
Entering Unmasked Estep 
Score: -37691976.000000 Penalty: 6291.938965
	Iteration 0F: 3 clusters Score -3.769198e+07 nChanged 156931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -37784792.000000 Penalty: 6291.938965
	Iteration 1F: 3 clusters Score -3.778479e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179632 members 
Mstep: Class 2 contains 143353 members 
Entering Unmasked Estep 
Score: -37786864.000000 Penalty: 6291.938965
	Iteration 2Q: 3 clusters Score -3.778686e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189991 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -37790808.000000 Penalty: 6291.938965
	Iteration 3Q: 3 clusters Score -3.779081e+07 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205436 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -37798376.000000 Penalty: 6291.938965
	Iteration 4Q: 3 clusters Score -3.779838e+07 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227603 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -37812048.000000 Penalty: 6291.938965
	Iteration 5F: 3 clusters Score -3.781205e+07 nChanged 27741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255306 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -37834576.000000 Penalty: 6291.938965
	Iteration 6F: 3 clusters Score -3.783458e+07 nChanged 28295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283595 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -37860668.000000 Penalty: 6291.938965
	Iteration 7F: 3 clusters Score -3.786067e+07 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304592 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -37883536.000000 Penalty: 6291.938965
	Iteration 8F: 3 clusters Score -3.788354e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316015 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -37893096.000000 Penalty: 6291.938965
	Iteration 9Q: 3 clusters Score -3.78931e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320503 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -37894272.000000 Penalty: 6291.938965
	Iteration 10Q: 3 clusters Score -3.789427e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321994 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -37894528.000000 Penalty: 6291.938965
	Iteration 11Q: 3 clusters Score -3.789453e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322415 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37894552.000000 Penalty: 6291.938965
	Iteration 12Q: 3 clusters Score -3.789455e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322544 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37894608.000000 Penalty: 6291.938965
	Iteration 13Q: 3 clusters Score -3.789461e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322605 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -37894624.000000 Penalty: 6291.938965
	Iteration 14Q: 3 clusters Score -3.789462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322625 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37894636.000000 Penalty: 6291.938965
	Iteration 15Q: 3 clusters Score -3.789464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322646 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37894640.000000 Penalty: 6291.938965
	Iteration 16Q: 3 clusters Score -3.789464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322655 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37894648.000000 Penalty: 6291.938965
	Iteration 17Q: 3 clusters Score -3.789465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322661 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37894656.000000 Penalty: 6291.938965
	Iteration 18Q: 3 clusters Score -3.789466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322665 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37894668.000000 Penalty: 6291.938965
	Iteration 19Q: 3 clusters Score -3.789467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322668 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37894664.000000 Penalty: 6291.938965
	Iteration 20F: 3 clusters Score -3.789466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322668 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37894656.000000 Penalty: 6291.938965
	Iteration 21Q: 3 clusters Score -3.789466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322668 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37894664.000000 Penalty: 6291.938965
	Iteration 22Q: 3 clusters Score -3.789466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322670 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37894660.000000 Penalty: 6291.938965
	Iteration 23Q: 3 clusters Score -3.789466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322671 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37894652.000000 Penalty: 6291.938965
	Iteration 24Q: 3 clusters Score -3.789465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322671 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37894652.000000 Penalty: 6291.938965
	Iteration 25F: 3 clusters Score -3.789465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Entering Unmasked Estep 
Score: -2752870.750000 Penalty: 2491.468750
	Iteration 0F: 2 clusters Score -2752871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2736803.250000 Penalty: 4982.937500
	Iteration 0F: 3 clusters Score -2736803 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2742431.750000 Penalty: 4982.937500
	Iteration 1F: 3 clusters Score -2742432 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2742974.000000 Penalty: 4982.937500
	Iteration 2F: 3 clusters Score -2742974 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2743583.000000 Penalty: 4982.937500
	Iteration 3F: 3 clusters Score -2743583 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2744247.500000 Penalty: 4982.937500
	Iteration 4F: 3 clusters Score -2744248 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2745057.250000 Penalty: 4982.937500
	Iteration 5F: 3 clusters Score -2745057 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2746054.750000 Penalty: 4982.937500
	Iteration 6F: 3 clusters Score -2746055 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2747179.000000 Penalty: 4982.937500
	Iteration 7F: 3 clusters Score -2747179 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2748223.500000 Penalty: 4982.937500
	Iteration 8F: 3 clusters Score -2748224 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2748908.750000 Penalty: 4982.937500
	Iteration 9Q: 3 clusters Score -2748909 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2749304.250000 Penalty: 4982.937500
	Iteration 10Q: 3 clusters Score -2749304 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2749530.250000 Penalty: 4982.937500
	Iteration 11Q: 3 clusters Score -2749530 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2749685.750000 Penalty: 4982.937500
	Iteration 12Q: 3 clusters Score -2749686 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2749810.750000 Penalty: 4982.937500
	Iteration 13Q: 3 clusters Score -2749811 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2749910.500000 Penalty: 4982.937500
	Iteration 14Q: 3 clusters Score -2749910 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2749987.000000 Penalty: 4982.937500
	Iteration 15Q: 3 clusters Score -2749987 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2750053.500000 Penalty: 4982.937500
	Iteration 16Q: 3 clusters Score -2750054 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2750111.750000 Penalty: 4982.937500
	Iteration 17Q: 3 clusters Score -2750112 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2750161.000000 Penalty: 4982.937500
	Iteration 18Q: 3 clusters Score -2750161 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2750214.750000 Penalty: 4982.937500
	Iteration 19Q: 3 clusters Score -2750215 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2750258.250000 Penalty: 4982.937500
	Iteration 20F: 3 clusters Score -2750258 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2750305.000000 Penalty: 4982.937500
	Iteration 21Q: 3 clusters Score -2750305 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2750368.000000 Penalty: 4982.937500
	Iteration 22Q: 3 clusters Score -2750368 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2750401.750000 Penalty: 4982.937500
	Iteration 23Q: 3 clusters Score -2750402 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2750439.250000 Penalty: 4982.937500
	Iteration 24Q: 3 clusters Score -2750439 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2750476.000000 Penalty: 4982.937500
	Iteration 25Q: 3 clusters Score -2750476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2750502.000000 Penalty: 4982.937500
	Iteration 26Q: 3 clusters Score -2750502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2750520.250000 Penalty: 4982.937500
	Iteration 27Q: 3 clusters Score -2750520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2750547.500000 Penalty: 4982.937500
	Iteration 28Q: 3 clusters Score -2750548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2750561.500000 Penalty: 4982.937500
	Iteration 29Q: 3 clusters Score -2750562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2750578.250000 Penalty: 4982.937500
	Iteration 30Q: 3 clusters Score -2750578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2750588.000000 Penalty: 4982.937500
	Iteration 31Q: 3 clusters Score -2750588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2750594.750000 Penalty: 4982.937500
	Iteration 32Q: 3 clusters Score -2750595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2750615.000000 Penalty: 4982.937500
	Iteration 33Q: 3 clusters Score -2750615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2750625.500000 Penalty: 4982.937500
	Iteration 34Q: 3 clusters Score -2750626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2750643.750000 Penalty: 4982.937500
	Iteration 35Q: 3 clusters Score -2750644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2750650.750000 Penalty: 4982.937500
	Iteration 36Q: 3 clusters Score -2750651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2750660.750000 Penalty: 4982.937500
	Iteration 37Q: 3 clusters Score -2750661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2750671.500000 Penalty: 4982.937500
	Iteration 38Q: 3 clusters Score -2750672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2750690.000000 Penalty: 4982.937500
	Iteration 39Q: 3 clusters Score -2750690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2750691.750000 Penalty: 4982.937500
	Iteration 40F: 3 clusters Score -2750692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2750706.750000 Penalty: 4982.937500
	Iteration 41Q: 3 clusters Score -2750707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2750714.250000 Penalty: 4982.937500
	Iteration 42Q: 3 clusters Score -2750714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2750722.000000 Penalty: 4982.937500
	Iteration 43Q: 3 clusters Score -2750722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2750729.750000 Penalty: 4982.937500
	Iteration 44Q: 3 clusters Score -2750730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2750740.250000 Penalty: 4982.937500
	Iteration 45Q: 3 clusters Score -2750740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2750746.500000 Penalty: 4982.937500
	Iteration 46Q: 3 clusters Score -2750746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2750763.750000 Penalty: 4982.937500
	Iteration 47Q: 3 clusters Score -2750764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2750770.000000 Penalty: 4982.937500
	Iteration 48Q: 3 clusters Score -2750770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2750777.500000 Penalty: 4982.937500
	Iteration 49Q: 3 clusters Score -2750778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2750794.750000 Penalty: 4982.937500
	Iteration 50Q: 3 clusters Score -2750795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2750802.500000 Penalty: 4982.937500
	Iteration 51Q: 3 clusters Score -2750802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2750817.500000 Penalty: 4982.937500
	Iteration 52Q: 3 clusters Score -2750818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2750818.250000 Penalty: 4982.937500
	Iteration 53Q: 3 clusters Score -2750818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2750831.500000 Penalty: 4982.937500
	Iteration 54Q: 3 clusters Score -2750832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2750840.750000 Penalty: 4982.937500
	Iteration 55Q: 3 clusters Score -2750841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2750856.750000 Penalty: 4982.937500
	Iteration 56Q: 3 clusters Score -2750857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2750863.250000 Penalty: 4982.937500
	Iteration 57Q: 3 clusters Score -2750863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2750870.750000 Penalty: 4982.937500
	Iteration 58Q: 3 clusters Score -2750871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2750873.500000 Penalty: 4982.937500
	Iteration 59Q: 3 clusters Score -2750874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2750884.000000 Penalty: 4982.937500
	Iteration 60F: 3 clusters Score -2750884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2750882.250000 Penalty: 4982.937500
	Iteration 61Q: 3 clusters Score -2750882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2750883.750000 Penalty: 4982.937500
	Iteration 62Q: 3 clusters Score -2750884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2750888.250000 Penalty: 4982.937500
	Iteration 63Q: 3 clusters Score -2750888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2750889.500000 Penalty: 4982.937500
	Iteration 64Q: 3 clusters Score -2750890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2750888.750000 Penalty: 4982.937500
	Iteration 65Q: 3 clusters Score -2750889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2750894.500000 Penalty: 4982.937500
	Iteration 66Q: 3 clusters Score -2750894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2750893.250000 Penalty: 4982.937500
	Iteration 67Q: 3 clusters Score -2750893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2750894.750000 Penalty: 4982.937500
	Iteration 68Q: 3 clusters Score -2750895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2750897.250000 Penalty: 4982.937500
	Iteration 69Q: 3 clusters Score -2750897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2750897.500000 Penalty: 4982.937500
	Iteration 70Q: 3 clusters Score -2750898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2750895.750000 Penalty: 4982.937500
	Iteration 71Q: 3 clusters Score -2750896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2750901.250000 Penalty: 4982.937500
	Iteration 72Q: 3 clusters Score -2750901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2750897.000000 Penalty: 4982.937500
	Iteration 73Q: 3 clusters Score -2750897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2750898.500000 Penalty: 4982.937500
	Iteration 74Q: 3 clusters Score -2750898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2750897.500000 Penalty: 4982.937500
	Iteration 75Q: 3 clusters Score -2750898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2750896.750000 Penalty: 4982.937500
	Iteration 76Q: 3 clusters Score -2750897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2750896.750000 Penalty: 4982.937500
	Iteration 77F: 3 clusters Score -2750897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Entering Unmasked Estep 
Score: -2268920.250000 Penalty: 2449.926025
	Iteration 0F: 2 clusters Score -2268920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2255114.250000 Penalty: 4899.852051
	Iteration 0F: 3 clusters Score -2255114 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2259934.500000 Penalty: 4899.852051
	Iteration 1F: 3 clusters Score -2259934 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2260376.000000 Penalty: 4899.852051
	Iteration 2F: 3 clusters Score -2260376 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2260788.750000 Penalty: 4899.852051
	Iteration 3Q: 3 clusters Score -2260789 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2261213.500000 Penalty: 4899.852051
	Iteration 4Q: 3 clusters Score -2261214 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2261709.000000 Penalty: 4899.852051
	Iteration 5Q: 3 clusters Score -2261709 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2262245.500000 Penalty: 4899.852051
	Iteration 6Q: 3 clusters Score -2262246 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2262845.500000 Penalty: 4899.852051
	Iteration 7Q: 3 clusters Score -2262846 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2263566.750000 Penalty: 4899.852051
	Iteration 8Q: 3 clusters Score -2263567 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2264301.000000 Penalty: 4899.852051
	Iteration 9Q: 3 clusters Score -2264301 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2264924.000000 Penalty: 4899.852051
	Iteration 10Q: 3 clusters Score -2264924 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2265493.500000 Penalty: 4899.852051
	Iteration 11Q: 3 clusters Score -2265494 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2265964.750000 Penalty: 4899.852051
	Iteration 12Q: 3 clusters Score -2265965 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2266348.250000 Penalty: 4899.852051
	Iteration 13Q: 3 clusters Score -2266348 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2266597.000000 Penalty: 4899.852051
	Iteration 14Q: 3 clusters Score -2266597 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2266764.500000 Penalty: 4899.852051
	Iteration 15Q: 3 clusters Score -2266764 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2266852.750000 Penalty: 4899.852051
	Iteration 16Q: 3 clusters Score -2266853 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2266927.750000 Penalty: 4899.852051
	Iteration 17Q: 3 clusters Score -2266928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2266988.000000 Penalty: 4899.852051
	Iteration 18Q: 3 clusters Score -2266988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2267036.250000 Penalty: 4899.852051
	Iteration 19Q: 3 clusters Score -2267036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2267070.750000 Penalty: 4899.852051
	Iteration 20F: 3 clusters Score -2267071 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2267098.000000 Penalty: 4899.852051
	Iteration 21Q: 3 clusters Score -2267098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2267117.250000 Penalty: 4899.852051
	Iteration 22Q: 3 clusters Score -2267117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2267123.250000 Penalty: 4899.852051
	Iteration 23Q: 3 clusters Score -2267123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2267131.750000 Penalty: 4899.852051
	Iteration 24Q: 3 clusters Score -2267132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2267144.250000 Penalty: 4899.852051
	Iteration 25Q: 3 clusters Score -2267144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2267152.250000 Penalty: 4899.852051
	Iteration 26Q: 3 clusters Score -2267152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2267157.750000 Penalty: 4899.852051
	Iteration 27Q: 3 clusters Score -2267158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2267162.000000 Penalty: 4899.852051
	Iteration 28Q: 3 clusters Score -2267162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2267170.250000 Penalty: 4899.852051
	Iteration 29Q: 3 clusters Score -2267170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2267179.500000 Penalty: 4899.852051
	Iteration 30Q: 3 clusters Score -2267180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2267187.500000 Penalty: 4899.852051
	Iteration 31Q: 3 clusters Score -2267188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2267188.250000 Penalty: 4899.852051
	Iteration 32Q: 3 clusters Score -2267188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2267190.250000 Penalty: 4899.852051
	Iteration 33Q: 3 clusters Score -2267190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2267192.750000 Penalty: 4899.852051
	Iteration 34Q: 3 clusters Score -2267193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2267203.750000 Penalty: 4899.852051
	Iteration 35Q: 3 clusters Score -2267204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2267205.250000 Penalty: 4899.852051
	Iteration 36Q: 3 clusters Score -2267205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2267209.000000 Penalty: 4899.852051
	Iteration 37Q: 3 clusters Score -2267209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2267213.500000 Penalty: 4899.852051
	Iteration 38Q: 3 clusters Score -2267214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2267212.750000 Penalty: 4899.852051
	Iteration 39Q: 3 clusters Score -2267213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2267211.250000 Penalty: 4899.852051
	Iteration 40F: 3 clusters Score -2267211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2267211.250000 Penalty: 4899.852051
	Iteration 41Q: 3 clusters Score -2267211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2267213.500000 Penalty: 4899.852051
	Iteration 42Q: 3 clusters Score -2267214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2267215.000000 Penalty: 4899.852051
	Iteration 43Q: 3 clusters Score -2267215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2267216.500000 Penalty: 4899.852051
	Iteration 44Q: 3 clusters Score -2267216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2267217.250000 Penalty: 4899.852051
	Iteration 45Q: 3 clusters Score -2267217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2267217.250000 Penalty: 4899.852051
	Iteration 46F: 3 clusters Score -2267217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100027.304688 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100027.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100396.195312 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100396.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100578.523438 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100578.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100713.867188 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -100713.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100883.867188 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -100883.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101090.757812 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -101090.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101314.789062 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -101314.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -101547.000000 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101720.757812 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101720.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101790.320312 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101850.234375 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101874.460938 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -101891.382812 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -101891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101912.250000 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -101912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101928.117188 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -101928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101940.320312 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -101940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101965.343750 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -101965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101983.875000 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -101983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101996.593750 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -101996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -102024.109375 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -102024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102074.070312 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -102074.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102108.625000 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -102108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102152.710938 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -102152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102207.039062 Penalty: 3448.553467
	Iteration 23Q: 3 clusters Score -102207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -102218.671875 Penalty: 3448.553467
	Iteration 24Q: 3 clusters Score -102218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102219.554688 Penalty: 3448.553467
	Iteration 25Q: 3 clusters Score -102219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102219.554688 Penalty: 3448.553467
	Iteration 26F: 3 clusters Score -102219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176413 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322985 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321223 members 
Mstep: Class 18 contains 79648 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96486 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58295 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189245 members 
Mstep: Class 29 contains 867 members 
Mstep: Class 30 contains 569 members 
Entering Unmasked Estep 
Score: -183992048.000000 Penalty: 106334.703125
Splitting cluster 15 changes total score from -183993584.000000 to -183992048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -828016.937500 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -828016.9 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 3628 members 
Entering Unmasked Estep 
Score: -822076.562500 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -822076.6 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -823553.000000 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -823553 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -823806.000000 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -823806 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -824038.250000 Penalty: 4409.506836
	Iteration 3F: 3 clusters Score -824038.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -824287.000000 Penalty: 4409.506836
	Iteration 4F: 3 clusters Score -824287 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -824557.125000 Penalty: 4409.506836
	Iteration 5F: 3 clusters Score -824557.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -824820.187500 Penalty: 4409.506836
	Iteration 6F: 3 clusters Score -824820.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -825063.625000 Penalty: 4409.506836
	Iteration 7Q: 3 clusters Score -825063.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -825262.375000 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -825262.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -825411.312500 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -825411.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -825565.687500 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -825565.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -825685.812500 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -825685.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -825785.375000 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -825785.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -825876.875000 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -825876.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -825956.687500 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -825956.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -826036.562500 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -826036.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -826119.687500 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -826119.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -826178.687500 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -826178.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -826225.437500 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -826225.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -826252.000000 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -826252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -826263.312500 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -826263.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -826266.312500 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -826266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -826268.062500 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -826268.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -826269.437500 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -826269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -826273.500000 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -826273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -826273.812500 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -826273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -826278.750000 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -826278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -826281.687500 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -826281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -826283.250000 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -826283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -826285.187500 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -826285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -826286.562500 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -826286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -826289.062500 Penalty: 4409.506836
	Iteration 31Q: 3 clusters Score -826289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -826288.625000 Penalty: 4409.506836
	Iteration 32Q: 3 clusters Score -826288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -826289.062500 Penalty: 4409.506836
	Iteration 33Q: 3 clusters Score -826289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -826289.062500 Penalty: 4409.506836
	Iteration 34F: 3 clusters Score -826289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321223 members 
Entering Unmasked Estep 
Score: -37537116.000000 Penalty: 3144.612793
	Iteration 0F: 2 clusters Score -3.753712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -37326148.000000 Penalty: 6289.225586
	Iteration 0F: 3 clusters Score -3.732615e+07 nChanged 155942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -37419208.000000 Penalty: 6289.225586
	Iteration 1F: 3 clusters Score -3.741921e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 142202 members 
Entering Unmasked Estep 
Score: -37421456.000000 Penalty: 6289.225586
	Iteration 2Q: 3 clusters Score -3.742146e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -37425880.000000 Penalty: 6289.225586
	Iteration 3Q: 3 clusters Score -3.742588e+07 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203543 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -37434872.000000 Penalty: 6289.225586
	Iteration 4Q: 3 clusters Score -3.743487e+07 nChanged 20151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222798 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -37449580.000000 Penalty: 6289.225586
	Iteration 5F: 3 clusters Score -3.744958e+07 nChanged 22762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244782 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -37469364.000000 Penalty: 6289.225586
	Iteration 6F: 3 clusters Score -3.746936e+07 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265293 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -37489192.000000 Penalty: 6289.225586
	Iteration 7F: 3 clusters Score -3.748919e+07 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280990 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -37504468.000000 Penalty: 6289.225586
	Iteration 8F: 3 clusters Score -3.750447e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291563 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -37514624.000000 Penalty: 6289.225586
	Iteration 9Q: 3 clusters Score -3.751462e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298924 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -37521340.000000 Penalty: 6289.225586
	Iteration 10Q: 3 clusters Score -3.752134e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304146 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -37525456.000000 Penalty: 6289.225586
	Iteration 11Q: 3 clusters Score -3.752546e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308106 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -37528952.000000 Penalty: 6289.225586
	Iteration 12Q: 3 clusters Score -3.752895e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311307 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -37530996.000000 Penalty: 6289.225586
	Iteration 13Q: 3 clusters Score -3.7531e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313785 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -37532128.000000 Penalty: 6289.225586
	Iteration 14Q: 3 clusters Score -3.753213e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315603 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -37532736.000000 Penalty: 6289.225586
	Iteration 15Q: 3 clusters Score -3.753274e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316927 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -37533256.000000 Penalty: 6289.225586
	Iteration 16Q: 3 clusters Score -3.753326e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317938 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -37533580.000000 Penalty: 6289.225586
	Iteration 17Q: 3 clusters Score -3.753358e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318652 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -37533792.000000 Penalty: 6289.225586
	Iteration 18Q: 3 clusters Score -3.753379e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319165 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -37534080.000000 Penalty: 6289.225586
	Iteration 19Q: 3 clusters Score -3.753408e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319524 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -37534148.000000 Penalty: 6289.225586
	Iteration 20F: 3 clusters Score -3.753415e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319772 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -37534252.000000 Penalty: 6289.225586
	Iteration 21Q: 3 clusters Score -3.753425e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319943 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -37534468.000000 Penalty: 6289.225586
	Iteration 22Q: 3 clusters Score -3.753447e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320069 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -37534488.000000 Penalty: 6289.225586
	Iteration 23Q: 3 clusters Score -3.753449e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320148 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -37534508.000000 Penalty: 6289.225586
	Iteration 24Q: 3 clusters Score -3.753451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320218 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -37534508.000000 Penalty: 6289.225586
	Iteration 25Q: 3 clusters Score -3.753451e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320260 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -37534548.000000 Penalty: 6289.225586
	Iteration 26Q: 3 clusters Score -3.753455e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320290 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -37534596.000000 Penalty: 6289.225586
	Iteration 27Q: 3 clusters Score -3.75346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320313 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -37534600.000000 Penalty: 6289.225586
	Iteration 28Q: 3 clusters Score -3.75346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320335 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -37534628.000000 Penalty: 6289.225586
	Iteration 29Q: 3 clusters Score -3.753463e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320360 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -37534636.000000 Penalty: 6289.225586
	Iteration 30Q: 3 clusters Score -3.753464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320376 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -37534632.000000 Penalty: 6289.225586
	Iteration 31Q: 3 clusters Score -3.753463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320397 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -37534652.000000 Penalty: 6289.225586
	Iteration 32Q: 3 clusters Score -3.753465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320413 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -37534632.000000 Penalty: 6289.225586
	Iteration 33Q: 3 clusters Score -3.753463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320422 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -37534656.000000 Penalty: 6289.225586
	Iteration 34Q: 3 clusters Score -3.753466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320427 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -37534648.000000 Penalty: 6289.225586
	Iteration 35Q: 3 clusters Score -3.753465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320431 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -37534652.000000 Penalty: 6289.225586
	Iteration 36Q: 3 clusters Score -3.753465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320438 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -37534668.000000 Penalty: 6289.225586
	Iteration 37Q: 3 clusters Score -3.753467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320440 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -37534664.000000 Penalty: 6289.225586
	Iteration 38Q: 3 clusters Score -3.753466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320443 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -37534656.000000 Penalty: 6289.225586
	Iteration 39Q: 3 clusters Score -3.753466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320444 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -37534656.000000 Penalty: 6289.225586
	Iteration 40F: 3 clusters Score -3.753466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320445 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -37534664.000000 Penalty: 6289.225586
	Iteration 41Q: 3 clusters Score -3.753466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320446 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -37534652.000000 Penalty: 6289.225586
	Iteration 42Q: 3 clusters Score -3.753465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320446 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -37534652.000000 Penalty: 6289.225586
	Iteration 43F: 3 clusters Score -3.753465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Entering Unmasked Estep 
Score: -9057418.000000 Penalty: 2798.772217
	Iteration 0F: 2 clusters Score -9057418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -9004137.000000 Penalty: 5597.544434
	Iteration 0F: 3 clusters Score -9004137 nChanged 37249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -9025202.000000 Penalty: 5597.544434
	Iteration 1F: 3 clusters Score -9025202 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -9026066.000000 Penalty: 5597.544434
	Iteration 2Q: 3 clusters Score -9026066 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -9027195.000000 Penalty: 5597.544434
	Iteration 3Q: 3 clusters Score -9027195 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9029050.000000 Penalty: 5597.544434
	Iteration 4F: 3 clusters Score -9029050 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -9031855.000000 Penalty: 5597.544434
	Iteration 5F: 3 clusters Score -9031855 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -9035665.000000 Penalty: 5597.544434
	Iteration 6F: 3 clusters Score -9035665 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -9039780.000000 Penalty: 5597.544434
	Iteration 7F: 3 clusters Score -9039780 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -9043627.000000 Penalty: 5597.544434
	Iteration 8F: 3 clusters Score -9043627 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -9047097.000000 Penalty: 5597.544434
	Iteration 9F: 3 clusters Score -9047097 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9050270.000000 Penalty: 5597.544434
	Iteration 10Q: 3 clusters Score -9050270 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5597.544434
	Iteration 11Q: 3 clusters Score -9052758 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9054142.000000 Penalty: 5597.544434
	Iteration 12Q: 3 clusters Score -9054142 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9054641.000000 Penalty: 5597.544434
	Iteration 13Q: 3 clusters Score -9054641 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9054878.000000 Penalty: 5597.544434
	Iteration 14Q: 3 clusters Score -9054878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9055047.000000 Penalty: 5597.544434
	Iteration 15Q: 3 clusters Score -9055047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9055116.000000 Penalty: 5597.544434
	Iteration 16Q: 3 clusters Score -9055116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9055185.000000 Penalty: 5597.544434
	Iteration 17Q: 3 clusters Score -9055185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9055238.000000 Penalty: 5597.544434
	Iteration 18Q: 3 clusters Score -9055238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9055273.000000 Penalty: 5597.544434
	Iteration 19Q: 3 clusters Score -9055273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9055293.000000 Penalty: 5597.544434
	Iteration 20F: 3 clusters Score -9055293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9055331.000000 Penalty: 5597.544434
	Iteration 21Q: 3 clusters Score -9055331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9055352.000000 Penalty: 5597.544434
	Iteration 22Q: 3 clusters Score -9055352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9055360.000000 Penalty: 5597.544434
	Iteration 23Q: 3 clusters Score -9055360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9055379.000000 Penalty: 5597.544434
	Iteration 24Q: 3 clusters Score -9055379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9055385.000000 Penalty: 5597.544434
	Iteration 25Q: 3 clusters Score -9055385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9055385.000000 Penalty: 5597.544434
	Iteration 26Q: 3 clusters Score -9055385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9055396.000000 Penalty: 5597.544434
	Iteration 27Q: 3 clusters Score -9055396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9055403.000000 Penalty: 5597.544434
	Iteration 28Q: 3 clusters Score -9055403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9055408.000000 Penalty: 5597.544434
	Iteration 29Q: 3 clusters Score -9055408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9055396.000000 Penalty: 5597.544434
	Iteration 30Q: 3 clusters Score -9055396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9055399.000000 Penalty: 5597.544434
	Iteration 31Q: 3 clusters Score -9055399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9055399.000000 Penalty: 5597.544434
	Iteration 32Q: 3 clusters Score -9055399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9055405.000000 Penalty: 5597.544434
	Iteration 33Q: 3 clusters Score -9055405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9055412.000000 Penalty: 5597.544434
	Iteration 34Q: 3 clusters Score -9055412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9055414.000000 Penalty: 5597.544434
	Iteration 35Q: 3 clusters Score -9055414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9055422.000000 Penalty: 5597.544434
	Iteration 36Q: 3 clusters Score -9055422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9055417.000000 Penalty: 5597.544434
	Iteration 37Q: 3 clusters Score -9055417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9055418.000000 Penalty: 5597.544434
	Iteration 38Q: 3 clusters Score -9055418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9055419.000000 Penalty: 5597.544434
	Iteration 39Q: 3 clusters Score -9055419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9055426.000000 Penalty: 5597.544434
	Iteration 40F: 3 clusters Score -9055426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9055420.000000 Penalty: 5597.544434
	Iteration 41Q: 3 clusters Score -9055420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9055426.000000 Penalty: 5597.544434
	Iteration 42Q: 3 clusters Score -9055426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9055434.000000 Penalty: 5597.544434
	Iteration 43Q: 3 clusters Score -9055434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9055432.000000 Penalty: 5597.544434
	Iteration 44Q: 3 clusters Score -9055432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9055442.000000 Penalty: 5597.544434
	Iteration 45Q: 3 clusters Score -9055442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9055444.000000 Penalty: 5597.544434
	Iteration 46Q: 3 clusters Score -9055444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9055440.000000 Penalty: 5597.544434
	Iteration 47Q: 3 clusters Score -9055440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9055443.000000 Penalty: 5597.544434
	Iteration 48Q: 3 clusters Score -9055443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9055434.000000 Penalty: 5597.544434
	Iteration 49Q: 3 clusters Score -9055434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9055445.000000 Penalty: 5597.544434
	Iteration 50Q: 3 clusters Score -9055445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9055446.000000 Penalty: 5597.544434
	Iteration 51Q: 3 clusters Score -9055446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9055446.000000 Penalty: 5597.544434
	Iteration 52Q: 3 clusters Score -9055446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9055454.000000 Penalty: 5597.544434
	Iteration 53Q: 3 clusters Score -9055454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9055451.000000 Penalty: 5597.544434
	Iteration 54Q: 3 clusters Score -9055451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9055457.000000 Penalty: 5597.544434
	Iteration 55Q: 3 clusters Score -9055457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9055456.000000 Penalty: 5597.544434
	Iteration 56Q: 3 clusters Score -9055456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9055451.000000 Penalty: 5597.544434
	Iteration 57Q: 3 clusters Score -9055451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9055448.000000 Penalty: 5597.544434
	Iteration 58Q: 3 clusters Score -9055448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9055450.000000 Penalty: 5597.544434
	Iteration 59Q: 3 clusters Score -9055450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9055457.000000 Penalty: 5597.544434
	Iteration 60F: 3 clusters Score -9055457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9055464.000000 Penalty: 5597.544434
	Iteration 61Q: 3 clusters Score -9055464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9055464.000000 Penalty: 5597.544434
	Iteration 62Q: 3 clusters Score -9055464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9055466.000000 Penalty: 5597.544434
	Iteration 63Q: 3 clusters Score -9055466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9055466.000000 Penalty: 5597.544434
	Iteration 64F: 3 clusters Score -9055466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Entering Unmasked Estep 
Score: -6046259.000000 Penalty: 2689.201172
	Iteration 0F: 2 clusters Score -6046259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6011754.500000 Penalty: 5378.402344
	Iteration 0F: 3 clusters Score -6011754 nChanged 23591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -6024807.500000 Penalty: 5378.402344
	Iteration 1F: 3 clusters Score -6024808 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -6025358.500000 Penalty: 5378.402344
	Iteration 2Q: 3 clusters Score -6025358 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6025878.500000 Penalty: 5378.402344
	Iteration 3Q: 3 clusters Score -6025878 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6026477.500000 Penalty: 5378.402344
	Iteration 4Q: 3 clusters Score -6026478 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -6027184.000000 Penalty: 5378.402344
	Iteration 5Q: 3 clusters Score -6027184 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -6028350.500000 Penalty: 5378.402344
	Iteration 6Q: 3 clusters Score -6028350 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -6030235.500000 Penalty: 5378.402344
	Iteration 7F: 3 clusters Score -6030236 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -6033045.500000 Penalty: 5378.402344
	Iteration 8F: 3 clusters Score -6033046 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -6036592.500000 Penalty: 5378.402344
	Iteration 9F: 3 clusters Score -6036592 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -6039806.000000 Penalty: 5378.402344
	Iteration 10F: 3 clusters Score -6039806 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -6041905.000000 Penalty: 5378.402344
	Iteration 11Q: 3 clusters Score -6041905 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6043051.000000 Penalty: 5378.402344
	Iteration 12Q: 3 clusters Score -6043051 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6043616.500000 Penalty: 5378.402344
	Iteration 13Q: 3 clusters Score -6043616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6043914.000000 Penalty: 5378.402344
	Iteration 14Q: 3 clusters Score -6043914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6044073.500000 Penalty: 5378.402344
	Iteration 15Q: 3 clusters Score -6044074 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6044182.500000 Penalty: 5378.402344
	Iteration 16Q: 3 clusters Score -6044182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6044214.000000 Penalty: 5378.402344
	Iteration 17Q: 3 clusters Score -6044214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6044267.000000 Penalty: 5378.402344
	Iteration 18Q: 3 clusters Score -6044267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6044294.000000 Penalty: 5378.402344
	Iteration 19Q: 3 clusters Score -6044294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6044323.000000 Penalty: 5378.402344
	Iteration 20F: 3 clusters Score -6044323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6044322.000000 Penalty: 5378.402344
	Iteration 21Q: 3 clusters Score -6044322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6044339.000000 Penalty: 5378.402344
	Iteration 22Q: 3 clusters Score -6044339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6044342.500000 Penalty: 5378.402344
	Iteration 23Q: 3 clusters Score -6044342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6044359.000000 Penalty: 5378.402344
	Iteration 24Q: 3 clusters Score -6044359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6044374.500000 Penalty: 5378.402344
	Iteration 25Q: 3 clusters Score -6044374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6044380.000000 Penalty: 5378.402344
	Iteration 26Q: 3 clusters Score -6044380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6044382.000000 Penalty: 5378.402344
	Iteration 27Q: 3 clusters Score -6044382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6044385.500000 Penalty: 5378.402344
	Iteration 28Q: 3 clusters Score -6044386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6044392.500000 Penalty: 5378.402344
	Iteration 29Q: 3 clusters Score -6044392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6044388.500000 Penalty: 5378.402344
	Iteration 30Q: 3 clusters Score -6044388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6044395.500000 Penalty: 5378.402344
	Iteration 31Q: 3 clusters Score -6044396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6044397.500000 Penalty: 5378.402344
	Iteration 32Q: 3 clusters Score -6044398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6044409.000000 Penalty: 5378.402344
	Iteration 33Q: 3 clusters Score -6044409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6044414.000000 Penalty: 5378.402344
	Iteration 34Q: 3 clusters Score -6044414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6044412.000000 Penalty: 5378.402344
	Iteration 35Q: 3 clusters Score -6044412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6044420.500000 Penalty: 5378.402344
	Iteration 36Q: 3 clusters Score -6044420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6044425.500000 Penalty: 5378.402344
	Iteration 37Q: 3 clusters Score -6044426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6044425.500000 Penalty: 5378.402344
	Iteration 38Q: 3 clusters Score -6044426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6044424.000000 Penalty: 5378.402344
	Iteration 39Q: 3 clusters Score -6044424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6044424.500000 Penalty: 5378.402344
	Iteration 40F: 3 clusters Score -6044424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6044426.000000 Penalty: 5378.402344
	Iteration 41Q: 3 clusters Score -6044426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6044434.000000 Penalty: 5378.402344
	Iteration 42Q: 3 clusters Score -6044434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6044436.000000 Penalty: 5378.402344
	Iteration 43Q: 3 clusters Score -6044436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6044436.500000 Penalty: 5378.402344
	Iteration 44Q: 3 clusters Score -6044436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6044436.000000 Penalty: 5378.402344
	Iteration 45Q: 3 clusters Score -6044436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6044434.500000 Penalty: 5378.402344
	Iteration 46Q: 3 clusters Score -6044434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6044439.500000 Penalty: 5378.402344
	Iteration 47Q: 3 clusters Score -6044440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6044439.500000 Penalty: 5378.402344
	Iteration 48Q: 3 clusters Score -6044440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6044438.000000 Penalty: 5378.402344
	Iteration 49Q: 3 clusters Score -6044438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6044432.500000 Penalty: 5378.402344
	Iteration 50Q: 3 clusters Score -6044432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6044430.000000 Penalty: 5378.402344
	Iteration 51Q: 3 clusters Score -6044430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6044431.000000 Penalty: 5378.402344
	Iteration 52Q: 3 clusters Score -6044431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6044431.000000 Penalty: 5378.402344
	Iteration 53Q: 3 clusters Score -6044431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6044432.000000 Penalty: 5378.402344
	Iteration 54Q: 3 clusters Score -6044432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6044432.000000 Penalty: 5378.402344
	Iteration 55F: 3 clusters Score -6044432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Entering Unmasked Estep 
Score: -11383161.000000 Penalty: 2846.333984
	Iteration 0F: 2 clusters Score -1.138316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -11318733.000000 Penalty: 5692.667969
	Iteration 0F: 3 clusters Score -1.131873e+07 nChanged 45554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -11345047.000000 Penalty: 5692.667969
	Iteration 1F: 3 clusters Score -1.134505e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -11346501.000000 Penalty: 5692.667969
	Iteration 2Q: 3 clusters Score -1.13465e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -11348570.000000 Penalty: 5692.667969
	Iteration 3Q: 3 clusters Score -1.134857e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -11352008.000000 Penalty: 5692.667969
	Iteration 4F: 3 clusters Score -1.135201e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -11357692.000000 Penalty: 5692.667969
	Iteration 5F: 3 clusters Score -1.135769e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -11365533.000000 Penalty: 5692.667969
	Iteration 6F: 3 clusters Score -1.136553e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -11373275.000000 Penalty: 5692.667969
	Iteration 7F: 3 clusters Score -1.137328e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -11377803.000000 Penalty: 5692.667969
	Iteration 8Q: 3 clusters Score -1.13778e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11379589.000000 Penalty: 5692.667969
	Iteration 9Q: 3 clusters Score -1.137959e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11380262.000000 Penalty: 5692.667969
	Iteration 10Q: 3 clusters Score -1.138026e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11380476.000000 Penalty: 5692.667969
	Iteration 11Q: 3 clusters Score -1.138048e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11380550.000000 Penalty: 5692.667969
	Iteration 12Q: 3 clusters Score -1.138055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11380598.000000 Penalty: 5692.667969
	Iteration 13Q: 3 clusters Score -1.13806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11380621.000000 Penalty: 5692.667969
	Iteration 14Q: 3 clusters Score -1.138062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11380635.000000 Penalty: 5692.667969
	Iteration 15Q: 3 clusters Score -1.138064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11380643.000000 Penalty: 5692.667969
	Iteration 16Q: 3 clusters Score -1.138064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11380651.000000 Penalty: 5692.667969
	Iteration 17Q: 3 clusters Score -1.138065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11380650.000000 Penalty: 5692.667969
	Iteration 18Q: 3 clusters Score -1.138065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11380664.000000 Penalty: 5692.667969
	Iteration 19Q: 3 clusters Score -1.138066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11380664.000000 Penalty: 5692.667969
	Iteration 20F: 3 clusters Score -1.138066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11380663.000000 Penalty: 5692.667969
	Iteration 21Q: 3 clusters Score -1.138066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11380669.000000 Penalty: 5692.667969
	Iteration 22Q: 3 clusters Score -1.138067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11380669.000000 Penalty: 5692.667969
	Iteration 23F: 3 clusters Score -1.138067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Entering Unmasked Estep 
Score: -10853172.000000 Penalty: 2834.599609
	Iteration 0F: 2 clusters Score -1.085317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -10791672.000000 Penalty: 5669.199219
	Iteration 0F: 3 clusters Score -1.079167e+07 nChanged 43241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -10815978.000000 Penalty: 5669.199219
	Iteration 1F: 3 clusters Score -1.081598e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -10816849.000000 Penalty: 5669.199219
	Iteration 2Q: 3 clusters Score -1.081685e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -10817849.000000 Penalty: 5669.199219
	Iteration 3Q: 3 clusters Score -1.081785e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -10819241.000000 Penalty: 5669.199219
	Iteration 4Q: 3 clusters Score -1.081924e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10821272.000000 Penalty: 5669.199219
	Iteration 5Q: 3 clusters Score -1.082127e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -10824225.000000 Penalty: 5669.199219
	Iteration 6F: 3 clusters Score -1.082422e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -10828750.000000 Penalty: 5669.199219
	Iteration 7F: 3 clusters Score -1.082875e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -10834023.000000 Penalty: 5669.199219
	Iteration 8F: 3 clusters Score -1.083402e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -10838685.000000 Penalty: 5669.199219
	Iteration 9F: 3 clusters Score -1.083868e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -10841427.000000 Penalty: 5669.199219
	Iteration 10F: 3 clusters Score -1.084143e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -10842850.000000 Penalty: 5669.199219
	Iteration 11Q: 3 clusters Score -1.084285e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -10843793.000000 Penalty: 5669.199219
	Iteration 12Q: 3 clusters Score -1.084379e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -10844452.000000 Penalty: 5669.199219
	Iteration 13Q: 3 clusters Score -1.084445e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -10845024.000000 Penalty: 5669.199219
	Iteration 14Q: 3 clusters Score -1.084502e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -10845436.000000 Penalty: 5669.199219
	Iteration 15Q: 3 clusters Score -1.084544e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -10845782.000000 Penalty: 5669.199219
	Iteration 16Q: 3 clusters Score -1.084578e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -10846092.000000 Penalty: 5669.199219
	Iteration 17Q: 3 clusters Score -1.084609e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -10846376.000000 Penalty: 5669.199219
	Iteration 18Q: 3 clusters Score -1.084638e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -10846602.000000 Penalty: 5669.199219
	Iteration 19Q: 3 clusters Score -1.08466e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -10846837.000000 Penalty: 5669.199219
	Iteration 20F: 3 clusters Score -1.084684e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -10847183.000000 Penalty: 5669.199219
	Iteration 21Q: 3 clusters Score -1.084718e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -10847558.000000 Penalty: 5669.199219
	Iteration 22Q: 3 clusters Score -1.084756e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -10848033.000000 Penalty: 5669.199219
	Iteration 23Q: 3 clusters Score -1.084803e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -10848861.000000 Penalty: 5669.199219
	Iteration 24Q: 3 clusters Score -1.084886e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -10849884.000000 Penalty: 5669.199219
	Iteration 25Q: 3 clusters Score -1.084988e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -10851075.000000 Penalty: 5669.199219
	Iteration 26Q: 3 clusters Score -1.085108e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -10851818.000000 Penalty: 5669.199219
	Iteration 27Q: 3 clusters Score -1.085182e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -10852190.000000 Penalty: 5669.199219
	Iteration 28Q: 3 clusters Score -1.085219e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -10852343.000000 Penalty: 5669.199219
	Iteration 29Q: 3 clusters Score -1.085234e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -10852432.000000 Penalty: 5669.199219
	Iteration 30Q: 3 clusters Score -1.085243e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -10852522.000000 Penalty: 5669.199219
	Iteration 31Q: 3 clusters Score -1.085252e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -10852571.000000 Penalty: 5669.199219
	Iteration 32Q: 3 clusters Score -1.085257e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -10852557.000000 Penalty: 5669.199219
	Iteration 33Q: 3 clusters Score -1.085256e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -10852637.000000 Penalty: 5669.199219
	Iteration 34Q: 3 clusters Score -1.085264e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -10852687.000000 Penalty: 5669.199219
	Iteration 35Q: 3 clusters Score -1.085269e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -10852692.000000 Penalty: 5669.199219
	Iteration 36Q: 3 clusters Score -1.085269e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -10852690.000000 Penalty: 5669.199219
	Iteration 37Q: 3 clusters Score -1.085269e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -10852718.000000 Penalty: 5669.199219
	Iteration 38Q: 3 clusters Score -1.085272e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -10852742.000000 Penalty: 5669.199219
	Iteration 39Q: 3 clusters Score -1.085274e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -10852776.000000 Penalty: 5669.199219
	Iteration 40F: 3 clusters Score -1.085278e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -10852781.000000 Penalty: 5669.199219
	Iteration 41Q: 3 clusters Score -1.085278e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -10852778.000000 Penalty: 5669.199219
	Iteration 42Q: 3 clusters Score -1.085278e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -10852774.000000 Penalty: 5669.199219
	Iteration 43Q: 3 clusters Score -1.085277e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -10852788.000000 Penalty: 5669.199219
	Iteration 44Q: 3 clusters Score -1.085279e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -10852791.000000 Penalty: 5669.199219
	Iteration 45Q: 3 clusters Score -1.085279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -10852802.000000 Penalty: 5669.199219
	Iteration 46Q: 3 clusters Score -1.08528e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -10852773.000000 Penalty: 5669.199219
	Iteration 47Q: 3 clusters Score -1.085277e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -10852795.000000 Penalty: 5669.199219
	Iteration 48Q: 3 clusters Score -1.08528e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -10852800.000000 Penalty: 5669.199219
	Iteration 49Q: 3 clusters Score -1.08528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -10852820.000000 Penalty: 5669.199219
	Iteration 50Q: 3 clusters Score -1.085282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -10852848.000000 Penalty: 5669.199219
	Iteration 51Q: 3 clusters Score -1.085285e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -10852834.000000 Penalty: 5669.199219
	Iteration 52Q: 3 clusters Score -1.085283e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -10852847.000000 Penalty: 5669.199219
	Iteration 53Q: 3 clusters Score -1.085285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68097 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -10852843.000000 Penalty: 5669.199219
	Iteration 54Q: 3 clusters Score -1.085284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -10852834.000000 Penalty: 5669.199219
	Iteration 55Q: 3 clusters Score -1.085283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -10852831.000000 Penalty: 5669.199219
	Iteration 56Q: 3 clusters Score -1.085283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -10852824.000000 Penalty: 5669.199219
	Iteration 57Q: 3 clusters Score -1.085282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -10852835.000000 Penalty: 5669.199219
	Iteration 58Q: 3 clusters Score -1.085284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -10852824.000000 Penalty: 5669.199219
	Iteration 59Q: 3 clusters Score -1.085282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -10852829.000000 Penalty: 5669.199219
	Iteration 60F: 3 clusters Score -1.085283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -10852836.000000 Penalty: 5669.199219
	Iteration 61Q: 3 clusters Score -1.085284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -10852833.000000 Penalty: 5669.199219
	Iteration 62Q: 3 clusters Score -1.085283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -10852818.000000 Penalty: 5669.199219
	Iteration 63Q: 3 clusters Score -1.085282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -10852811.000000 Penalty: 5669.199219
	Iteration 64Q: 3 clusters Score -1.085281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -10852821.000000 Penalty: 5669.199219
	Iteration 65Q: 3 clusters Score -1.085282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -10852821.000000 Penalty: 5669.199219
	Iteration 66Q: 3 clusters Score -1.085282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -10852821.000000 Penalty: 5669.199219
	Iteration 67Q: 3 clusters Score -1.085282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -10852829.000000 Penalty: 5669.199219
	Iteration 68Q: 3 clusters Score -1.085283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -10852831.000000 Penalty: 5669.199219
	Iteration 69Q: 3 clusters Score -1.085283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -10852825.000000 Penalty: 5669.199219
	Iteration 70Q: 3 clusters Score -1.085282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -10852833.000000 Penalty: 5669.199219
	Iteration 71Q: 3 clusters Score -1.085283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -10852833.000000 Penalty: 5669.199219
	Iteration 72Q: 3 clusters Score -1.085283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -10852834.000000 Penalty: 5669.199219
	Iteration 73Q: 3 clusters Score -1.085283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -10852820.000000 Penalty: 5669.199219
	Iteration 74Q: 3 clusters Score -1.085282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -10852823.000000 Penalty: 5669.199219
	Iteration 75Q: 3 clusters Score -1.085282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -10852821.000000 Penalty: 5669.199219
	Iteration 76Q: 3 clusters Score -1.085282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -10852831.000000 Penalty: 5669.199219
	Iteration 77Q: 3 clusters Score -1.085283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -10852833.000000 Penalty: 5669.199219
	Iteration 78Q: 3 clusters Score -1.085283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -10852839.000000 Penalty: 5669.199219
	Iteration 79Q: 3 clusters Score -1.085284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -10852836.000000 Penalty: 5669.199219
	Iteration 80F: 3 clusters Score -1.085284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -10852839.000000 Penalty: 5669.199219
	Iteration 81Q: 3 clusters Score -1.085284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -10852837.000000 Penalty: 5669.199219
	Iteration 82Q: 3 clusters Score -1.085284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -10852836.000000 Penalty: 5669.199219
	Iteration 83Q: 3 clusters Score -1.085284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -10852831.000000 Penalty: 5669.199219
	Iteration 84Q: 3 clusters Score -1.085283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -10852832.000000 Penalty: 5669.199219
	Iteration 85Q: 3 clusters Score -1.085283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -10852822.000000 Penalty: 5669.199219
	Iteration 86Q: 3 clusters Score -1.085282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -10852826.000000 Penalty: 5669.199219
	Iteration 87Q: 3 clusters Score -1.085283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -10852814.000000 Penalty: 5669.199219
	Iteration 88Q: 3 clusters Score -1.085281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -10852825.000000 Penalty: 5669.199219
	Iteration 89Q: 3 clusters Score -1.085282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -10852823.000000 Penalty: 5669.199219
	Iteration 90Q: 3 clusters Score -1.085282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -10852826.000000 Penalty: 5669.199219
	Iteration 91Q: 3 clusters Score -1.085283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -10852829.000000 Penalty: 5669.199219
	Iteration 92Q: 3 clusters Score -1.085283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -10852820.000000 Penalty: 5669.199219
	Iteration 93Q: 3 clusters Score -1.085282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -10852821.000000 Penalty: 5669.199219
	Iteration 94Q: 3 clusters Score -1.085282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -10852827.000000 Penalty: 5669.199219
	Iteration 95Q: 3 clusters Score -1.085283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -10852825.000000 Penalty: 5669.199219
	Iteration 96Q: 3 clusters Score -1.085282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -10852838.000000 Penalty: 5669.199219
	Iteration 97Q: 3 clusters Score -1.085284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -10852838.000000 Penalty: 5669.199219
	Iteration 98F: 3 clusters Score -1.085284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -535486.187500 Penalty: 2098.863525
	Iteration 0F: 2 clusters Score -535486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -531088.687500 Penalty: 4197.727051
	Iteration 0F: 3 clusters Score -531088.7 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -532107.312500 Penalty: 4197.727051
	Iteration 1F: 3 clusters Score -532107.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -532326.687500 Penalty: 4197.727051
	Iteration 2F: 3 clusters Score -532326.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -532519.750000 Penalty: 4197.727051
	Iteration 3F: 3 clusters Score -532519.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -532705.375000 Penalty: 4197.727051
	Iteration 4Q: 3 clusters Score -532705.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -532892.937500 Penalty: 4197.727051
	Iteration 5Q: 3 clusters Score -532892.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -533073.062500 Penalty: 4197.727051
	Iteration 6Q: 3 clusters Score -533073.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -533225.375000 Penalty: 4197.727051
	Iteration 7Q: 3 clusters Score -533225.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -533374.500000 Penalty: 4197.727051
	Iteration 8Q: 3 clusters Score -533374.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -533538.875000 Penalty: 4197.727051
	Iteration 9Q: 3 clusters Score -533538.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -533713.312500 Penalty: 4197.727051
	Iteration 10Q: 3 clusters Score -533713.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -533923.937500 Penalty: 4197.727051
	Iteration 11Q: 3 clusters Score -533923.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -534252.875000 Penalty: 4197.727051
	Iteration 12Q: 3 clusters Score -534252.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -534733.250000 Penalty: 4197.727051
	Iteration 13F: 3 clusters Score -534733.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -535174.375000 Penalty: 4197.727051
	Iteration 14F: 3 clusters Score -535174.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -535522.562500 Penalty: 4197.727051
	Iteration 15Q: 3 clusters Score -535522.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -535777.500000 Penalty: 4197.727051
	Iteration 16Q: 3 clusters Score -535777.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -535911.125000 Penalty: 4197.727051
	Iteration 17Q: 3 clusters Score -535911.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -535959.000000 Penalty: 4197.727051
	Iteration 18Q: 3 clusters Score -535959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -535990.625000 Penalty: 4197.727051
	Iteration 19Q: 3 clusters Score -535990.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -536012.875000 Penalty: 4197.727051
	Iteration 20F: 3 clusters Score -536012.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -536030.250000 Penalty: 4197.727051
	Iteration 21Q: 3 clusters Score -536030.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -536042.687500 Penalty: 4197.727051
	Iteration 22Q: 3 clusters Score -536042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -536048.937500 Penalty: 4197.727051
	Iteration 23Q: 3 clusters Score -536048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -536051.187500 Penalty: 4197.727051
	Iteration 24Q: 3 clusters Score -536051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -536053.937500 Penalty: 4197.727051
	Iteration 25Q: 3 clusters Score -536053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -536054.687500 Penalty: 4197.727051
	Iteration 26Q: 3 clusters Score -536054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -536054.375000 Penalty: 4197.727051
	Iteration 27Q: 3 clusters Score -536054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -536054.375000 Penalty: 4197.727051
	Iteration 28F: 3 clusters Score -536054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176413 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322985 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321223 members 
Mstep: Class 18 contains 79648 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96486 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 2773 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58295 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189245 members 
Mstep: Class 29 contains 867 members 
Mstep: Class 30 contains 1964 members 
Entering Unmasked Estep 
Score: -183992608.000000 Penalty: 106334.703125
Splitting cluster 22 changes total score from -183993584.000000 to -183992608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -1012198.312500 Penalty: 2246.356201
	Iteration 0F: 2 clusters Score -1012198 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 4362 members 
Entering Unmasked Estep 
Score: -1005348.875000 Penalty: 4492.712402
	Iteration 0F: 3 clusters Score -1005349 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1007284.187500 Penalty: 4492.712402
	Iteration 1F: 3 clusters Score -1007284 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1007663.125000 Penalty: 4492.712402
	Iteration 2F: 3 clusters Score -1007663 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1007987.687500 Penalty: 4492.712402
	Iteration 3F: 3 clusters Score -1007988 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1008246.000000 Penalty: 4492.712402
	Iteration 4Q: 3 clusters Score -1008246 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1008494.750000 Penalty: 4492.712402
	Iteration 5Q: 3 clusters Score -1008495 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1008708.812500 Penalty: 4492.712402
	Iteration 6Q: 3 clusters Score -1008709 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1008911.187500 Penalty: 4492.712402
	Iteration 7Q: 3 clusters Score -1008911 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1009096.500000 Penalty: 4492.712402
	Iteration 8Q: 3 clusters Score -1009096 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1009266.625000 Penalty: 4492.712402
	Iteration 9Q: 3 clusters Score -1009267 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1009439.187500 Penalty: 4492.712402
	Iteration 10Q: 3 clusters Score -1009439 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1009576.062500 Penalty: 4492.712402
	Iteration 11Q: 3 clusters Score -1009576 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1009693.000000 Penalty: 4492.712402
	Iteration 12Q: 3 clusters Score -1009693 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1009777.125000 Penalty: 4492.712402
	Iteration 13Q: 3 clusters Score -1009777 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1009827.000000 Penalty: 4492.712402
	Iteration 14Q: 3 clusters Score -1009827 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1009861.437500 Penalty: 4492.712402
	Iteration 15Q: 3 clusters Score -1009861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1009891.812500 Penalty: 4492.712402
	Iteration 16Q: 3 clusters Score -1009892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1009913.875000 Penalty: 4492.712402
	Iteration 17Q: 3 clusters Score -1009914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1009933.062500 Penalty: 4492.712402
	Iteration 18Q: 3 clusters Score -1009933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1009956.062500 Penalty: 4492.712402
	Iteration 19Q: 3 clusters Score -1009956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1009980.937500 Penalty: 4492.712402
	Iteration 20F: 3 clusters Score -1009981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1010000.250000 Penalty: 4492.712402
	Iteration 21Q: 3 clusters Score -1010000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1010016.812500 Penalty: 4492.712402
	Iteration 22Q: 3 clusters Score -1010017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1010025.750000 Penalty: 4492.712402
	Iteration 23Q: 3 clusters Score -1010026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1010035.312500 Penalty: 4492.712402
	Iteration 24Q: 3 clusters Score -1010035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1010043.500000 Penalty: 4492.712402
	Iteration 25Q: 3 clusters Score -1010044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1010055.250000 Penalty: 4492.712402
	Iteration 26Q: 3 clusters Score -1010055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1010066.125000 Penalty: 4492.712402
	Iteration 27Q: 3 clusters Score -1010066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1010076.812500 Penalty: 4492.712402
	Iteration 28Q: 3 clusters Score -1010077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1010088.000000 Penalty: 4492.712402
	Iteration 29Q: 3 clusters Score -1010088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1010096.812500 Penalty: 4492.712402
	Iteration 30Q: 3 clusters Score -1010097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1010105.500000 Penalty: 4492.712402
	Iteration 31Q: 3 clusters Score -1010106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1010107.875000 Penalty: 4492.712402
	Iteration 32Q: 3 clusters Score -1010108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1010113.375000 Penalty: 4492.712402
	Iteration 33Q: 3 clusters Score -1010113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1010121.875000 Penalty: 4492.712402
	Iteration 34Q: 3 clusters Score -1010122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1010124.875000 Penalty: 4492.712402
	Iteration 35Q: 3 clusters Score -1010125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1010127.250000 Penalty: 4492.712402
	Iteration 36Q: 3 clusters Score -1010127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1010135.125000 Penalty: 4492.712402
	Iteration 37Q: 3 clusters Score -1010135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1010143.000000 Penalty: 4492.712402
	Iteration 38Q: 3 clusters Score -1010143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1010147.437500 Penalty: 4492.712402
	Iteration 39Q: 3 clusters Score -1010147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1010147.437500 Penalty: 4492.712402
	Iteration 40F: 3 clusters Score -1010147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1010152.312500 Penalty: 4492.712402
	Iteration 41Q: 3 clusters Score -1010152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1010155.437500 Penalty: 4492.712402
	Iteration 42Q: 3 clusters Score -1010155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1010159.562500 Penalty: 4492.712402
	Iteration 43Q: 3 clusters Score -1010160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1010161.812500 Penalty: 4492.712402
	Iteration 44Q: 3 clusters Score -1010162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1010161.437500 Penalty: 4492.712402
	Iteration 45Q: 3 clusters Score -1010161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1010160.750000 Penalty: 4492.712402
	Iteration 46Q: 3 clusters Score -1010161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1010163.250000 Penalty: 4492.712402
	Iteration 47Q: 3 clusters Score -1010163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1010165.562500 Penalty: 4492.712402
	Iteration 48Q: 3 clusters Score -1010166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1010165.000000 Penalty: 4492.712402
	Iteration 49Q: 3 clusters Score -1010165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1010165.437500 Penalty: 4492.712402
	Iteration 50Q: 3 clusters Score -1010165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1010167.000000 Penalty: 4492.712402
	Iteration 51Q: 3 clusters Score -1010167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1010167.562500 Penalty: 4492.712402
	Iteration 52Q: 3 clusters Score -1010168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1010169.062500 Penalty: 4492.712402
	Iteration 53Q: 3 clusters Score -1010169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1010173.062500 Penalty: 4492.712402
	Iteration 54Q: 3 clusters Score -1010173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1010176.125000 Penalty: 4492.712402
	Iteration 55Q: 3 clusters Score -1010176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1010178.000000 Penalty: 4492.712402
	Iteration 56Q: 3 clusters Score -1010178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1010179.875000 Penalty: 4492.712402
	Iteration 57Q: 3 clusters Score -1010180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1010184.812500 Penalty: 4492.712402
	Iteration 58Q: 3 clusters Score -1010185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1010183.687500 Penalty: 4492.712402
	Iteration 59Q: 3 clusters Score -1010184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1010186.187500 Penalty: 4492.712402
	Iteration 60F: 3 clusters Score -1010186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1010187.062500 Penalty: 4492.712402
	Iteration 61Q: 3 clusters Score -1010187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1010190.687500 Penalty: 4492.712402
	Iteration 62Q: 3 clusters Score -1010191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1010190.687500 Penalty: 4492.712402
	Iteration 63Q: 3 clusters Score -1010191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1010190.250000 Penalty: 4492.712402
	Iteration 64Q: 3 clusters Score -1010190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1010189.000000 Penalty: 4492.712402
	Iteration 65Q: 3 clusters Score -1010189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1010194.000000 Penalty: 4492.712402
	Iteration 66Q: 3 clusters Score -1010194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1010196.125000 Penalty: 4492.712402
	Iteration 67Q: 3 clusters Score -1010196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1010196.062500 Penalty: 4492.712402
	Iteration 68Q: 3 clusters Score -1010196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1010196.312500 Penalty: 4492.712402
	Iteration 69Q: 3 clusters Score -1010196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1010199.375000 Penalty: 4492.712402
	Iteration 70Q: 3 clusters Score -1010199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1010198.625000 Penalty: 4492.712402
	Iteration 71Q: 3 clusters Score -1010199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1010201.375000 Penalty: 4492.712402
	Iteration 72Q: 3 clusters Score -1010201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1010205.250000 Penalty: 4492.712402
	Iteration 73Q: 3 clusters Score -1010205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1010205.187500 Penalty: 4492.712402
	Iteration 74Q: 3 clusters Score -1010205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1010209.875000 Penalty: 4492.712402
	Iteration 75Q: 3 clusters Score -1010210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1010211.687500 Penalty: 4492.712402
	Iteration 76Q: 3 clusters Score -1010212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1010212.812500 Penalty: 4492.712402
	Iteration 77Q: 3 clusters Score -1010213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1010215.437500 Penalty: 4492.712402
	Iteration 78Q: 3 clusters Score -1010215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1010220.125000 Penalty: 4492.712402
	Iteration 79Q: 3 clusters Score -1010220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1010221.562500 Penalty: 4492.712402
	Iteration 80F: 3 clusters Score -1010222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1010222.875000 Penalty: 4492.712402
	Iteration 81Q: 3 clusters Score -1010223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1010223.500000 Penalty: 4492.712402
	Iteration 82Q: 3 clusters Score -1010224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1010228.625000 Penalty: 4492.712402
	Iteration 83Q: 3 clusters Score -1010229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1010231.562500 Penalty: 4492.712402
	Iteration 84Q: 3 clusters Score -1010232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1010235.500000 Penalty: 4492.712402
	Iteration 85Q: 3 clusters Score -1010236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1010237.562500 Penalty: 4492.712402
	Iteration 86Q: 3 clusters Score -1010238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1010245.000000 Penalty: 4492.712402
	Iteration 87Q: 3 clusters Score -1010245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1010247.562500 Penalty: 4492.712402
	Iteration 88Q: 3 clusters Score -1010248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1010246.750000 Penalty: 4492.712402
	Iteration 89Q: 3 clusters Score -1010247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1010247.250000 Penalty: 4492.712402
	Iteration 90Q: 3 clusters Score -1010247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1010251.312500 Penalty: 4492.712402
	Iteration 91Q: 3 clusters Score -1010251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1010252.187500 Penalty: 4492.712402
	Iteration 92Q: 3 clusters Score -1010252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1010253.250000 Penalty: 4492.712402
	Iteration 93Q: 3 clusters Score -1010253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1010253.625000 Penalty: 4492.712402
	Iteration 94Q: 3 clusters Score -1010254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1010255.437500 Penalty: 4492.712402
	Iteration 95Q: 3 clusters Score -1010255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1010255.437500 Penalty: 4492.712402
	Iteration 96Q: 3 clusters Score -1010255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1010253.750000 Penalty: 4492.712402
	Iteration 97Q: 3 clusters Score -1010254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1010256.375000 Penalty: 4492.712402
	Iteration 98Q: 3 clusters Score -1010256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1010257.312500 Penalty: 4492.712402
	Iteration 99Q: 3 clusters Score -1010257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1010257.312500 Penalty: 4492.712402
	Iteration 100F: 3 clusters Score -1010257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Entering Unmasked Estep 
Score: -6924167.500000 Penalty: 2721.371338
	Iteration 0F: 2 clusters Score -6924168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -6884915.000000 Penalty: 5442.742676
	Iteration 0F: 3 clusters Score -6884915 nChanged 27037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -6899800.500000 Penalty: 5442.742676
	Iteration 1F: 3 clusters Score -6899800 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6900407.500000 Penalty: 5442.742676
	Iteration 2Q: 3 clusters Score -6900408 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -6901067.500000 Penalty: 5442.742676
	Iteration 3Q: 3 clusters Score -6901068 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -6901943.000000 Penalty: 5442.742676
	Iteration 4Q: 3 clusters Score -6901943 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6903306.000000 Penalty: 5442.742676
	Iteration 5Q: 3 clusters Score -6903306 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -6905245.500000 Penalty: 5442.742676
	Iteration 6F: 3 clusters Score -6905246 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -6907707.500000 Penalty: 5442.742676
	Iteration 7F: 3 clusters Score -6907708 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6910700.000000 Penalty: 5442.742676
	Iteration 8F: 3 clusters Score -6910700 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6913855.000000 Penalty: 5442.742676
	Iteration 9F: 3 clusters Score -6913855 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -6916730.500000 Penalty: 5442.742676
	Iteration 10F: 3 clusters Score -6916730 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -6918906.000000 Penalty: 5442.742676
	Iteration 11Q: 3 clusters Score -6918906 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -6920398.000000 Penalty: 5442.742676
	Iteration 12Q: 3 clusters Score -6920398 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -6921093.500000 Penalty: 5442.742676
	Iteration 13Q: 3 clusters Score -6921094 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6921418.000000 Penalty: 5442.742676
	Iteration 14Q: 3 clusters Score -6921418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -6921571.000000 Penalty: 5442.742676
	Iteration 15Q: 3 clusters Score -6921571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -6921620.000000 Penalty: 5442.742676
	Iteration 16Q: 3 clusters Score -6921620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -6921655.000000 Penalty: 5442.742676
	Iteration 17Q: 3 clusters Score -6921655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -6921700.000000 Penalty: 5442.742676
	Iteration 18Q: 3 clusters Score -6921700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -6921728.000000 Penalty: 5442.742676
	Iteration 19Q: 3 clusters Score -6921728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -6921733.500000 Penalty: 5442.742676
	Iteration 20F: 3 clusters Score -6921734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -6921730.000000 Penalty: 5442.742676
	Iteration 21Q: 3 clusters Score -6921730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -6921731.500000 Penalty: 5442.742676
	Iteration 22Q: 3 clusters Score -6921732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -6921737.500000 Penalty: 5442.742676
	Iteration 23Q: 3 clusters Score -6921738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -6921740.000000 Penalty: 5442.742676
	Iteration 24Q: 3 clusters Score -6921740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -6921742.000000 Penalty: 5442.742676
	Iteration 25Q: 3 clusters Score -6921742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -6921746.000000 Penalty: 5442.742676
	Iteration 26Q: 3 clusters Score -6921746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -6921746.000000 Penalty: 5442.742676
	Iteration 27F: 3 clusters Score -6921746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -320493.343750 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -320493.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -317355.187500 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -317355.2 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -317953.375000 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -317953.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -318102.062500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -318102.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -318185.718750 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -318185.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -318238.187500 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -318238.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -318275.406250 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -318275.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -318300.000000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -318300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -318317.625000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -318317.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -318341.093750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -318341.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -318362.156250 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -318362.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -318374.062500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -318374.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -318388.812500 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -318388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318404.875000 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -318404.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -318419.625000 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -318419.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -318433.468750 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -318433.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318451.125000 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -318451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -318469.406250 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -318469.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -318488.625000 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -318488.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -318508.031250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -318508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -318524.156250 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -318524.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -318538.156250 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -318538.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -318553.750000 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -318553.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -318572.531250 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -318572.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -318592.000000 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -318592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -318606.843750 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -318606.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -318620.875000 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -318620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -318635.218750 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -318635.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -318655.437500 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -318655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -318685.500000 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -318685.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -318722.968750 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -318723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -318754.000000 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -318754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -318776.687500 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -318776.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -318792.812500 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -318792.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -318812.156250 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -318812.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -318827.250000 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -318827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -318845.906250 Penalty: 3940.468262
	Iteration 35Q: 3 clusters Score -318845.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -318867.593750 Penalty: 3940.468262
	Iteration 36Q: 3 clusters Score -318867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -318881.750000 Penalty: 3940.468262
	Iteration 37Q: 3 clusters Score -318881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -318893.281250 Penalty: 3940.468262
	Iteration 38Q: 3 clusters Score -318893.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -318909.718750 Penalty: 3940.468262
	Iteration 39Q: 3 clusters Score -318909.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -318925.937500 Penalty: 3940.468262
	Iteration 40F: 3 clusters Score -318925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -318944.156250 Penalty: 3940.468262
	Iteration 41Q: 3 clusters Score -318944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -318967.656250 Penalty: 3940.468262
	Iteration 42Q: 3 clusters Score -318967.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -318985.687500 Penalty: 3940.468262
	Iteration 43Q: 3 clusters Score -318985.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -318993.593750 Penalty: 3940.468262
	Iteration 44Q: 3 clusters Score -318993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -319004.031250 Penalty: 3940.468262
	Iteration 45Q: 3 clusters Score -319004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -319014.281250 Penalty: 3940.468262
	Iteration 46Q: 3 clusters Score -319014.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -319022.000000 Penalty: 3940.468262
	Iteration 47Q: 3 clusters Score -319022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -319030.468750 Penalty: 3940.468262
	Iteration 48Q: 3 clusters Score -319030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -319036.656250 Penalty: 3940.468262
	Iteration 49Q: 3 clusters Score -319036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -319042.062500 Penalty: 3940.468262
	Iteration 50Q: 3 clusters Score -319042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -319047.125000 Penalty: 3940.468262
	Iteration 51Q: 3 clusters Score -319047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -319052.531250 Penalty: 3940.468262
	Iteration 52Q: 3 clusters Score -319052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -319058.375000 Penalty: 3940.468262
	Iteration 53Q: 3 clusters Score -319058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -319063.218750 Penalty: 3940.468262
	Iteration 54Q: 3 clusters Score -319063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -319066.468750 Penalty: 3940.468262
	Iteration 55Q: 3 clusters Score -319066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -319068.968750 Penalty: 3940.468262
	Iteration 56Q: 3 clusters Score -319069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -319071.281250 Penalty: 3940.468262
	Iteration 57Q: 3 clusters Score -319071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -319073.375000 Penalty: 3940.468262
	Iteration 58Q: 3 clusters Score -319073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -319073.718750 Penalty: 3940.468262
	Iteration 59Q: 3 clusters Score -319073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -319073.718750 Penalty: 3940.468262
	Iteration 60F: 3 clusters Score -319073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Entering Unmasked Estep 
Score: -685196.437500 Penalty: 2165.171143
	Iteration 0F: 2 clusters Score -685196.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -679961.437500 Penalty: 4330.342285
	Iteration 0F: 3 clusters Score -679961.4 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -681251.937500 Penalty: 4330.342285
	Iteration 1F: 3 clusters Score -681251.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -681674.937500 Penalty: 4330.342285
	Iteration 2F: 3 clusters Score -681674.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -682054.000000 Penalty: 4330.342285
	Iteration 3F: 3 clusters Score -682054 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -682388.250000 Penalty: 4330.342285
	Iteration 4F: 3 clusters Score -682388.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -682686.375000 Penalty: 4330.342285
	Iteration 5F: 3 clusters Score -682686.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -682906.500000 Penalty: 4330.342285
	Iteration 6F: 3 clusters Score -682906.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -683081.375000 Penalty: 4330.342285
	Iteration 7Q: 3 clusters Score -683081.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -683218.687500 Penalty: 4330.342285
	Iteration 8Q: 3 clusters Score -683218.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -683320.625000 Penalty: 4330.342285
	Iteration 9Q: 3 clusters Score -683320.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -683413.000000 Penalty: 4330.342285
	Iteration 10Q: 3 clusters Score -683413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -683471.312500 Penalty: 4330.342285
	Iteration 11Q: 3 clusters Score -683471.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -683525.062500 Penalty: 4330.342285
	Iteration 12Q: 3 clusters Score -683525.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -683576.250000 Penalty: 4330.342285
	Iteration 13Q: 3 clusters Score -683576.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -683617.687500 Penalty: 4330.342285
	Iteration 14Q: 3 clusters Score -683617.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -683664.500000 Penalty: 4330.342285
	Iteration 15Q: 3 clusters Score -683664.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -683707.125000 Penalty: 4330.342285
	Iteration 16Q: 3 clusters Score -683707.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -683738.187500 Penalty: 4330.342285
	Iteration 17Q: 3 clusters Score -683738.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -683767.687500 Penalty: 4330.342285
	Iteration 18Q: 3 clusters Score -683767.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -683790.250000 Penalty: 4330.342285
	Iteration 19Q: 3 clusters Score -683790.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -683805.250000 Penalty: 4330.342285
	Iteration 20F: 3 clusters Score -683805.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -683816.062500 Penalty: 4330.342285
	Iteration 21Q: 3 clusters Score -683816.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -683826.500000 Penalty: 4330.342285
	Iteration 22Q: 3 clusters Score -683826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -683832.062500 Penalty: 4330.342285
	Iteration 23Q: 3 clusters Score -683832.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -683835.375000 Penalty: 4330.342285
	Iteration 24Q: 3 clusters Score -683835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -683839.750000 Penalty: 4330.342285
	Iteration 25Q: 3 clusters Score -683839.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -683844.875000 Penalty: 4330.342285
	Iteration 26Q: 3 clusters Score -683844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -683850.062500 Penalty: 4330.342285
	Iteration 27Q: 3 clusters Score -683850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -683857.937500 Penalty: 4330.342285
	Iteration 28Q: 3 clusters Score -683857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -683859.875000 Penalty: 4330.342285
	Iteration 29Q: 3 clusters Score -683859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -683863.437500 Penalty: 4330.342285
	Iteration 30Q: 3 clusters Score -683863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -683865.062500 Penalty: 4330.342285
	Iteration 31Q: 3 clusters Score -683865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -683871.375000 Penalty: 4330.342285
	Iteration 32Q: 3 clusters Score -683871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -683871.812500 Penalty: 4330.342285
	Iteration 33Q: 3 clusters Score -683871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -683873.312500 Penalty: 4330.342285
	Iteration 34Q: 3 clusters Score -683873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -683875.187500 Penalty: 4330.342285
	Iteration 35Q: 3 clusters Score -683875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -683875.000000 Penalty: 4330.342285
	Iteration 36Q: 3 clusters Score -683875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -683876.125000 Penalty: 4330.342285
	Iteration 37Q: 3 clusters Score -683876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -683877.250000 Penalty: 4330.342285
	Iteration 38Q: 3 clusters Score -683877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -683877.000000 Penalty: 4330.342285
	Iteration 39Q: 3 clusters Score -683877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -683876.750000 Penalty: 4330.342285
	Iteration 40F: 3 clusters Score -683876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -683878.125000 Penalty: 4330.342285
	Iteration 41Q: 3 clusters Score -683878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -683878.125000 Penalty: 4330.342285
	Iteration 42F: 3 clusters Score -683878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39049.332031 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39049.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39285.503906 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39285.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39448.417969 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39448.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39525.691406 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39525.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39566.667969 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39566.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39589.109375 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39589.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39624.933594 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39624.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39655.781250 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39655.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39674.804688 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39684.625000 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39684.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39691.488281 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39691.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39695.511719 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39695.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39704.710938 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -39704.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39707.769531 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -39707.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39707.769531 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -39707.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (189245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Entering Unmasked Estep 
Score: -22223460.000000 Penalty: 3013.397949
	Iteration 0F: 2 clusters Score -2.222346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -22098422.000000 Penalty: 6026.795898
	Iteration 0F: 3 clusters Score -2.209842e+07 nChanged 90737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -22152030.000000 Penalty: 6026.795898
	Iteration 1F: 3 clusters Score -2.215203e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -22154154.000000 Penalty: 6026.795898
	Iteration 2Q: 3 clusters Score -2.215415e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -22157414.000000 Penalty: 6026.795898
	Iteration 3Q: 3 clusters Score -2.215741e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -22162224.000000 Penalty: 6026.795898
	Iteration 4F: 3 clusters Score -2.216222e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -22168754.000000 Penalty: 6026.795898
	Iteration 5F: 3 clusters Score -2.216875e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -22177004.000000 Penalty: 6026.795898
	Iteration 6F: 3 clusters Score -2.2177e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -22186302.000000 Penalty: 6026.795898
	Iteration 7F: 3 clusters Score -2.21863e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155803 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -22195776.000000 Penalty: 6026.795898
	Iteration 8F: 3 clusters Score -2.219578e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -22204080.000000 Penalty: 6026.795898
	Iteration 9F: 3 clusters Score -2.220408e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -22210758.000000 Penalty: 6026.795898
	Iteration 10Q: 3 clusters Score -2.221076e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181474 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -22215464.000000 Penalty: 6026.795898
	Iteration 11Q: 3 clusters Score -2.221546e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185079 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -22218368.000000 Penalty: 6026.795898
	Iteration 12Q: 3 clusters Score -2.221837e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186935 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22219620.000000 Penalty: 6026.795898
	Iteration 13Q: 3 clusters Score -2.221962e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187792 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22220298.000000 Penalty: 6026.795898
	Iteration 14Q: 3 clusters Score -2.22203e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188172 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22220608.000000 Penalty: 6026.795898
	Iteration 15Q: 3 clusters Score -2.222061e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22220834.000000 Penalty: 6026.795898
	Iteration 16Q: 3 clusters Score -2.222083e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188448 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22221000.000000 Penalty: 6026.795898
	Iteration 17Q: 3 clusters Score -2.2221e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22221016.000000 Penalty: 6026.795898
	Iteration 18Q: 3 clusters Score -2.222102e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188551 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22221058.000000 Penalty: 6026.795898
	Iteration 19Q: 3 clusters Score -2.222106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188583 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22221074.000000 Penalty: 6026.795898
	Iteration 20F: 3 clusters Score -2.222107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188599 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22221096.000000 Penalty: 6026.795898
	Iteration 21Q: 3 clusters Score -2.22211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188617 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22221094.000000 Penalty: 6026.795898
	Iteration 22Q: 3 clusters Score -2.222109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188629 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -22221100.000000 Penalty: 6026.795898
	Iteration 23Q: 3 clusters Score -2.22211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188639 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22221098.000000 Penalty: 6026.795898
	Iteration 24Q: 3 clusters Score -2.22211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188650 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22221100.000000 Penalty: 6026.795898
	Iteration 25Q: 3 clusters Score -2.22211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188661 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -22221108.000000 Penalty: 6026.795898
	Iteration 26Q: 3 clusters Score -2.222111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188653 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -22221118.000000 Penalty: 6026.795898
	Iteration 27Q: 3 clusters Score -2.222112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188651 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22221114.000000 Penalty: 6026.795898
	Iteration 28Q: 3 clusters Score -2.222111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188652 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22221106.000000 Penalty: 6026.795898
	Iteration 29Q: 3 clusters Score -2.222111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188652 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22221106.000000 Penalty: 6026.795898
	Iteration 30F: 3 clusters Score -2.222111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -98070.273438 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -98070.27 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 450 members 
Entering Unmasked Estep 
Score: -96214.093750 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -96214.09 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96419.789062 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -96419.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96486.679688 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -96486.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96522.632812 Penalty: 3355.459229
	Iteration 3Q: 3 clusters Score -96522.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96540.468750 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -96540.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96548.187500 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -96548.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96552.601562 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -96552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96552.601562 Penalty: 3355.459229
	Iteration 7F: 3 clusters Score -96552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176413 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322985 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321223 members 
Mstep: Class 18 contains 79648 members 
Mstep: Class 19 contains 51203 members 
Mstep: Class 20 contains 96486 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58295 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189245 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 102790.210938
Iteration 279Q: 30 clusters Score -1.839936e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176398 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322987 members 
Mstep: Class 13 contains 23073 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321224 members 
Mstep: Class 18 contains 79647 members 
Mstep: Class 19 contains 51200 members 
Mstep: Class 20 contains 96465 members 
Mstep: Class 21 contains 92027 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58290 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189286 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 102790.210938
Iteration 280F: 30 clusters Score -1.839936e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 176383 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322987 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321224 members 
Mstep: Class 18 contains 79645 members 
Mstep: Class 19 contains 51198 members 
Mstep: Class 20 contains 96445 members 
Mstep: Class 21 contains 92017 members 
Mstep: Class 22 contains 4736 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58286 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189331 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993520.000000 Penalty: 102790.210938
Iteration 281Q: 30 clusters Score -1.839935e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176379 members 
Mstep: Class 5 contains 35769 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12599 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322993 members 
Mstep: Class 13 contains 23088 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321220 members 
Mstep: Class 18 contains 79638 members 
Mstep: Class 19 contains 51196 members 
Mstep: Class 20 contains 96428 members 
Mstep: Class 21 contains 92014 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 58282 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189356 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 102790.210938
Iteration 282Q: 30 clusters Score -1.839936e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176375 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12598 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83777 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 322986 members 
Mstep: Class 13 contains 23095 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321210 members 
Mstep: Class 18 contains 79633 members 
Mstep: Class 19 contains 51192 members 
Mstep: Class 20 contains 96417 members 
Mstep: Class 21 contains 92016 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 58283 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189386 members 
Mstep: Class 29 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 102790.210938
Iteration 283Q: 30 clusters Score -1.839936e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176367 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12600 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323005 members 
Mstep: Class 13 contains 23102 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321202 members 
Mstep: Class 18 contains 79619 members 
Mstep: Class 19 contains 51190 members 
Mstep: Class 20 contains 96402 members 
Mstep: Class 21 contains 92015 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 58281 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189412 members 
Mstep: Class 29 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 102790.210938
Iteration 284Q: 30 clusters Score -1.839937e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176365 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12601 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323007 members 
Mstep: Class 13 contains 23107 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321206 members 
Mstep: Class 18 contains 79610 members 
Mstep: Class 19 contains 51187 members 
Mstep: Class 20 contains 96392 members 
Mstep: Class 21 contains 92008 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58278 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189431 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993664.000000 Penalty: 102790.210938
Iteration 285Q: 30 clusters Score -1.839937e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176366 members 
Mstep: Class 5 contains 35770 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323010 members 
Mstep: Class 13 contains 23114 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321210 members 
Mstep: Class 18 contains 79603 members 
Mstep: Class 19 contains 51185 members 
Mstep: Class 20 contains 96376 members 
Mstep: Class 21 contains 91997 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 58276 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189459 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 102790.210938
Iteration 286Q: 30 clusters Score -1.839937e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 176364 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83775 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323023 members 
Mstep: Class 13 contains 23117 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321203 members 
Mstep: Class 18 contains 79597 members 
Mstep: Class 19 contains 51186 members 
Mstep: Class 20 contains 96356 members 
Mstep: Class 21 contains 91988 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8578 members 
Mstep: Class 24 contains 58272 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189491 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 102790.210938
Iteration 287Q: 30 clusters Score -1.839937e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 176359 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323052 members 
Mstep: Class 13 contains 23124 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321184 members 
Mstep: Class 18 contains 79586 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 96334 members 
Mstep: Class 21 contains 91987 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 58268 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189519 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993536.000000 Penalty: 102790.210938
Iteration 288Q: 30 clusters Score -1.839935e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176353 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83774 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323078 members 
Mstep: Class 13 contains 23129 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321170 members 
Mstep: Class 18 contains 79580 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96313 members 
Mstep: Class 21 contains 91980 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 58263 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189542 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 102790.210938
Iteration 289Q: 30 clusters Score -1.839935e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176344 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83773 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323093 members 
Mstep: Class 13 contains 23134 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321161 members 
Mstep: Class 18 contains 79574 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 96304 members 
Mstep: Class 21 contains 91976 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 58265 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189556 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993280.000000 Penalty: 102790.210938
Iteration 290Q: 30 clusters Score -1.839933e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176340 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83773 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323121 members 
Mstep: Class 13 contains 23138 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321141 members 
Mstep: Class 18 contains 79569 members 
Mstep: Class 19 contains 51185 members 
Mstep: Class 20 contains 96297 members 
Mstep: Class 21 contains 91970 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 58263 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189573 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993168.000000 Penalty: 102790.210938
Iteration 291Q: 30 clusters Score -1.839932e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176336 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83773 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323132 members 
Mstep: Class 13 contains 23140 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321131 members 
Mstep: Class 18 contains 79567 members 
Mstep: Class 19 contains 51186 members 
Mstep: Class 20 contains 96286 members 
Mstep: Class 21 contains 91965 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 58262 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189588 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993232.000000 Penalty: 102790.210938
Iteration 292Q: 30 clusters Score -1.839932e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176337 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83772 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323133 members 
Mstep: Class 13 contains 23143 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321122 members 
Mstep: Class 18 contains 79562 members 
Mstep: Class 19 contains 51185 members 
Mstep: Class 20 contains 96282 members 
Mstep: Class 21 contains 91961 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8577 members 
Mstep: Class 24 contains 58261 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189605 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993280.000000 Penalty: 102790.210938
Iteration 293Q: 30 clusters Score -1.839933e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176342 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12602 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323157 members 
Mstep: Class 13 contains 23149 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321102 members 
Mstep: Class 18 contains 79557 members 
Mstep: Class 19 contains 51187 members 
Mstep: Class 20 contains 96272 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8578 members 
Mstep: Class 24 contains 58255 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189610 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993280.000000 Penalty: 102790.210938
Iteration 294Q: 30 clusters Score -1.839933e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176335 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323169 members 
Mstep: Class 13 contains 23158 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321094 members 
Mstep: Class 18 contains 79550 members 
Mstep: Class 19 contains 51190 members 
Mstep: Class 20 contains 96264 members 
Mstep: Class 21 contains 91958 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8579 members 
Mstep: Class 24 contains 58252 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189623 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993200.000000 Penalty: 102790.210938
Iteration 295Q: 30 clusters Score -1.839932e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176339 members 
Mstep: Class 5 contains 35778 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323162 members 
Mstep: Class 13 contains 23166 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321091 members 
Mstep: Class 18 contains 79545 members 
Mstep: Class 19 contains 51190 members 
Mstep: Class 20 contains 96252 members 
Mstep: Class 21 contains 91950 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58249 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189643 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993216.000000 Penalty: 102790.210938
Iteration 296Q: 30 clusters Score -1.839932e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176329 members 
Mstep: Class 5 contains 35777 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323151 members 
Mstep: Class 13 contains 23172 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321091 members 
Mstep: Class 18 contains 79539 members 
Mstep: Class 19 contains 51191 members 
Mstep: Class 20 contains 96243 members 
Mstep: Class 21 contains 91947 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58246 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189675 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993200.000000 Penalty: 102790.210938
Iteration 297Q: 30 clusters Score -1.839932e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176325 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323145 members 
Mstep: Class 13 contains 23182 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321085 members 
Mstep: Class 18 contains 79535 members 
Mstep: Class 19 contains 51192 members 
Mstep: Class 20 contains 96234 members 
Mstep: Class 21 contains 91945 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 58245 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189695 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993120.000000 Penalty: 102790.210938
Iteration 298Q: 30 clusters Score -1.839931e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176322 members 
Mstep: Class 5 contains 35778 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323143 members 
Mstep: Class 13 contains 23191 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321083 members 
Mstep: Class 18 contains 79531 members 
Mstep: Class 19 contains 51192 members 
Mstep: Class 20 contains 96229 members 
Mstep: Class 21 contains 91944 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58246 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189704 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993168.000000 Penalty: 102790.210938
Iteration 299Q: 30 clusters Score -1.839932e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176323 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323151 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321069 members 
Mstep: Class 18 contains 79529 members 
Mstep: Class 19 contains 51193 members 
Mstep: Class 20 contains 96227 members 
Mstep: Class 21 contains 91938 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 58246 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189709 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993248.000000 Penalty: 102790.210938
Iteration 300F: 30 clusters Score -1.839932e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176324 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323156 members 
Mstep: Class 13 contains 23207 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321061 members 
Mstep: Class 18 contains 79527 members 
Mstep: Class 19 contains 51192 members 
Mstep: Class 20 contains 96220 members 
Mstep: Class 21 contains 91934 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 58245 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189715 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993424.000000 Penalty: 102790.210938
Iteration 301Q: 30 clusters Score -1.839934e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176317 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323165 members 
Mstep: Class 13 contains 23214 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321053 members 
Mstep: Class 18 contains 79523 members 
Mstep: Class 19 contains 51194 members 
Mstep: Class 20 contains 96213 members 
Mstep: Class 21 contains 91928 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58243 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189725 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 102790.210938
Iteration 302Q: 30 clusters Score -1.839936e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176317 members 
Mstep: Class 5 contains 35788 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323154 members 
Mstep: Class 13 contains 23221 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321051 members 
Mstep: Class 18 contains 79521 members 
Mstep: Class 19 contains 51191 members 
Mstep: Class 20 contains 96207 members 
Mstep: Class 21 contains 91921 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 58241 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189746 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 102790.210938
Iteration 303Q: 30 clusters Score -1.839937e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176317 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323154 members 
Mstep: Class 13 contains 23223 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79518 members 
Mstep: Class 19 contains 51191 members 
Mstep: Class 20 contains 96199 members 
Mstep: Class 21 contains 91920 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58238 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189772 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993648.000000 Penalty: 102790.210938
Iteration 304Q: 30 clusters Score -1.839936e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176310 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323152 members 
Mstep: Class 13 contains 23223 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321037 members 
Mstep: Class 18 contains 79512 members 
Mstep: Class 19 contains 51195 members 
Mstep: Class 20 contains 96188 members 
Mstep: Class 21 contains 91915 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 58234 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189802 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 102790.210938
Iteration 305Q: 30 clusters Score -1.839937e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176310 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323173 members 
Mstep: Class 13 contains 23225 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321029 members 
Mstep: Class 18 contains 79508 members 
Mstep: Class 19 contains 51196 members 
Mstep: Class 20 contains 96169 members 
Mstep: Class 21 contains 91906 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58226 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189828 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993632.000000 Penalty: 102790.210938
Iteration 306Q: 30 clusters Score -1.839936e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176309 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323179 members 
Mstep: Class 13 contains 23227 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321030 members 
Mstep: Class 18 contains 79498 members 
Mstep: Class 19 contains 51197 members 
Mstep: Class 20 contains 96154 members 
Mstep: Class 21 contains 91904 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58221 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189853 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993536.000000 Penalty: 102790.210938
Iteration 307Q: 30 clusters Score -1.839935e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176311 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323173 members 
Mstep: Class 13 contains 23230 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321031 members 
Mstep: Class 18 contains 79493 members 
Mstep: Class 19 contains 51199 members 
Mstep: Class 20 contains 96147 members 
Mstep: Class 21 contains 91902 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58219 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189865 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 102790.210938
Iteration 308Q: 30 clusters Score -1.839936e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176306 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323182 members 
Mstep: Class 13 contains 23231 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321031 members 
Mstep: Class 18 contains 79489 members 
Mstep: Class 19 contains 51197 members 
Mstep: Class 20 contains 96148 members 
Mstep: Class 21 contains 91894 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58214 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189877 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993632.000000 Penalty: 102790.210938
Iteration 309Q: 30 clusters Score -1.839936e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176294 members 
Mstep: Class 5 contains 35800 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323177 members 
Mstep: Class 13 contains 23232 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321041 members 
Mstep: Class 18 contains 79486 members 
Mstep: Class 19 contains 51197 members 
Mstep: Class 20 contains 96148 members 
Mstep: Class 21 contains 91893 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58207 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189889 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 102790.210938
Iteration 310Q: 30 clusters Score -1.839936e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176286 members 
Mstep: Class 5 contains 35801 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323167 members 
Mstep: Class 13 contains 23232 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321042 members 
Mstep: Class 18 contains 79489 members 
Mstep: Class 19 contains 51198 members 
Mstep: Class 20 contains 96147 members 
Mstep: Class 21 contains 91888 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189909 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 102790.210938
Iteration 311Q: 30 clusters Score -1.839939e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176283 members 
Mstep: Class 5 contains 35800 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323170 members 
Mstep: Class 13 contains 23233 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321044 members 
Mstep: Class 18 contains 79491 members 
Mstep: Class 19 contains 51198 members 
Mstep: Class 20 contains 96138 members 
Mstep: Class 21 contains 91882 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189922 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 102790.210938
Iteration 312Q: 30 clusters Score -1.839939e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176276 members 
Mstep: Class 5 contains 35800 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323172 members 
Mstep: Class 13 contains 23234 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321047 members 
Mstep: Class 18 contains 79488 members 
Mstep: Class 19 contains 51197 members 
Mstep: Class 20 contains 96127 members 
Mstep: Class 21 contains 91873 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189946 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 102790.210938
Iteration 313Q: 30 clusters Score -1.839937e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176268 members 
Mstep: Class 5 contains 35801 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323179 members 
Mstep: Class 13 contains 23236 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321048 members 
Mstep: Class 18 contains 79488 members 
Mstep: Class 19 contains 51196 members 
Mstep: Class 20 contains 96112 members 
Mstep: Class 21 contains 91865 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189967 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 102790.210938
Iteration 314Q: 30 clusters Score -1.839937e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176264 members 
Mstep: Class 5 contains 35800 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323178 members 
Mstep: Class 13 contains 23237 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321052 members 
Mstep: Class 18 contains 79485 members 
Mstep: Class 19 contains 51197 members 
Mstep: Class 20 contains 96096 members 
Mstep: Class 21 contains 91857 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 189993 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993744.000000 Penalty: 102790.210938
Iteration 315Q: 30 clusters Score -1.839937e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176261 members 
Mstep: Class 5 contains 35804 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323192 members 
Mstep: Class 13 contains 23239 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321051 members 
Mstep: Class 18 contains 79484 members 
Mstep: Class 19 contains 51194 members 
Mstep: Class 20 contains 96085 members 
Mstep: Class 21 contains 91846 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190002 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 102790.210938
Iteration 316Q: 30 clusters Score -1.839936e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176254 members 
Mstep: Class 5 contains 35804 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323194 members 
Mstep: Class 13 contains 23242 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321059 members 
Mstep: Class 18 contains 79483 members 
Mstep: Class 19 contains 51194 members 
Mstep: Class 20 contains 96073 members 
Mstep: Class 21 contains 91846 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190010 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 102790.210938
Iteration 317Q: 30 clusters Score -1.839936e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176244 members 
Mstep: Class 5 contains 35802 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12606 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323195 members 
Mstep: Class 13 contains 23249 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321082 members 
Mstep: Class 18 contains 79477 members 
Mstep: Class 19 contains 51192 members 
Mstep: Class 20 contains 96060 members 
Mstep: Class 21 contains 91840 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190018 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993632.000000 Penalty: 102790.210938
Iteration 318Q: 30 clusters Score -1.839936e+08 nChanged 135
Entering ConstructFrom: 
Score: -183993632.000000 Penalty: 102790.210938
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 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 402 members 
Entering Unmasked Estep 
Score: -84374.867188 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84374.87 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84760.781250 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84760.78 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84959.585938 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -84959.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85110.859375 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85110.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85244.554688 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -85244.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85343.148438 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85343.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85407.015625 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85407.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85468.695312 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85468.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85551.015625 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85551.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85623.976562 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85623.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85677.718750 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85677.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85718.648438 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85718.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85732.820312 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -85732.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85738.750000 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -85738.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85739.531250 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -85739.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85739.531250 Penalty: 3360.014893
	Iteration 15F: 3 clusters Score -85739.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -179043.843750 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -179043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -176761.171875 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -176761.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -177488.343750 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -177488.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177771.546875 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -177771.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -178003.343750 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -178003.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -178425.531250 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -178425.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -179483.281250 Penalty: 3671.010742
	Iteration 5F: 3 clusters Score -179483.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180741.312500 Penalty: 3671.010742
	Iteration 6F: 3 clusters Score -180741.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -180940.296875 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -180940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -181078.406250 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -181078.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -181145.234375 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -181145.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -181196.390625 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -181196.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -181312.125000 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -181312.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -181756.890625 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -181756.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -182322.296875 Penalty: 3671.010742
	Iteration 13Q: 3 clusters Score -182322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -182322.296875 Penalty: 3671.010742
	Iteration 14F: 3 clusters Score -182322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176238 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323200 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96048 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190020 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
Score: -183993712.000000 Penalty: 106334.703125
Splitting cluster 2 changes total score from -183993632.000000 to -183993712.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -955613.437500 Penalty: 2241.926514
	Iteration 0F: 2 clusters Score -955613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -948950.812500 Penalty: 4483.853027
	Iteration 0F: 3 clusters Score -948950.8 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -950928.750000 Penalty: 4483.853027
	Iteration 1F: 3 clusters Score -950928.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -951376.937500 Penalty: 4483.853027
	Iteration 2F: 3 clusters Score -951376.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -951927.500000 Penalty: 4483.853027
	Iteration 3F: 3 clusters Score -951927.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -952574.687500 Penalty: 4483.853027
	Iteration 4F: 3 clusters Score -952574.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -953137.750000 Penalty: 4483.853027
	Iteration 5F: 3 clusters Score -953137.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -953584.937500 Penalty: 4483.853027
	Iteration 6F: 3 clusters Score -953584.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -953859.812500 Penalty: 4483.853027
	Iteration 7Q: 3 clusters Score -953859.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -953993.875000 Penalty: 4483.853027
	Iteration 8Q: 3 clusters Score -953993.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -954055.375000 Penalty: 4483.853027
	Iteration 9Q: 3 clusters Score -954055.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -954088.375000 Penalty: 4483.853027
	Iteration 10Q: 3 clusters Score -954088.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -954107.187500 Penalty: 4483.853027
	Iteration 11Q: 3 clusters Score -954107.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -954118.437500 Penalty: 4483.853027
	Iteration 12Q: 3 clusters Score -954118.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -954123.437500 Penalty: 4483.853027
	Iteration 13Q: 3 clusters Score -954123.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -954127.875000 Penalty: 4483.853027
	Iteration 14Q: 3 clusters Score -954127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -954133.937500 Penalty: 4483.853027
	Iteration 15Q: 3 clusters Score -954133.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -954139.000000 Penalty: 4483.853027
	Iteration 16Q: 3 clusters Score -954139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -954142.375000 Penalty: 4483.853027
	Iteration 17Q: 3 clusters Score -954142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -954144.437500 Penalty: 4483.853027
	Iteration 18Q: 3 clusters Score -954144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -954144.187500 Penalty: 4483.853027
	Iteration 19Q: 3 clusters Score -954144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -954144.562500 Penalty: 4483.853027
	Iteration 20F: 3 clusters Score -954144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -954144.937500 Penalty: 4483.853027
	Iteration 21Q: 3 clusters Score -954144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -954145.187500 Penalty: 4483.853027
	Iteration 22Q: 3 clusters Score -954145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -954148.375000 Penalty: 4483.853027
	Iteration 23Q: 3 clusters Score -954148.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -954150.937500 Penalty: 4483.853027
	Iteration 24Q: 3 clusters Score -954150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -954152.000000 Penalty: 4483.853027
	Iteration 25Q: 3 clusters Score -954152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -954152.750000 Penalty: 4483.853027
	Iteration 26Q: 3 clusters Score -954152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -954153.500000 Penalty: 4483.853027
	Iteration 27Q: 3 clusters Score -954153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -954155.062500 Penalty: 4483.853027
	Iteration 28Q: 3 clusters Score -954155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -954155.312500 Penalty: 4483.853027
	Iteration 29Q: 3 clusters Score -954155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -954156.125000 Penalty: 4483.853027
	Iteration 30Q: 3 clusters Score -954156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -954156.125000 Penalty: 4483.853027
	Iteration 31F: 3 clusters Score -954156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Entering Unmasked Estep 
Score: -20748418.000000 Penalty: 2995.738525
	Iteration 0F: 2 clusters Score -2.074842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -20630734.000000 Penalty: 5991.477051
	Iteration 0F: 3 clusters Score -2.063073e+07 nChanged 84395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -20682512.000000 Penalty: 5991.477051
	Iteration 1F: 3 clusters Score -2.068251e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -20686090.000000 Penalty: 5991.477051
	Iteration 2Q: 3 clusters Score -2.068609e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108691 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -20692586.000000 Penalty: 5991.477051
	Iteration 3F: 3 clusters Score -2.069259e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -20702776.000000 Penalty: 5991.477051
	Iteration 4F: 3 clusters Score -2.070278e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -20716436.000000 Penalty: 5991.477051
	Iteration 5F: 3 clusters Score -2.071644e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139756 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -20729896.000000 Penalty: 5991.477051
	Iteration 6F: 3 clusters Score -2.07299e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -20737582.000000 Penalty: 5991.477051
	Iteration 7Q: 3 clusters Score -2.073758e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -20740102.000000 Penalty: 5991.477051
	Iteration 8Q: 3 clusters Score -2.07401e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150045 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -20741216.000000 Penalty: 5991.477051
	Iteration 9Q: 3 clusters Score -2.074122e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151919 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -20741742.000000 Penalty: 5991.477051
	Iteration 10Q: 3 clusters Score -2.074174e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -20742506.000000 Penalty: 5991.477051
	Iteration 11Q: 3 clusters Score -2.074251e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -20742950.000000 Penalty: 5991.477051
	Iteration 12Q: 3 clusters Score -2.074295e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -20743278.000000 Penalty: 5991.477051
	Iteration 13Q: 3 clusters Score -2.074328e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -20743636.000000 Penalty: 5991.477051
	Iteration 14Q: 3 clusters Score -2.074364e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159354 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -20743906.000000 Penalty: 5991.477051
	Iteration 15Q: 3 clusters Score -2.074391e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -20744226.000000 Penalty: 5991.477051
	Iteration 16Q: 3 clusters Score -2.074423e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -20744530.000000 Penalty: 5991.477051
	Iteration 17Q: 3 clusters Score -2.074453e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -20744752.000000 Penalty: 5991.477051
	Iteration 18Q: 3 clusters Score -2.074475e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -20745050.000000 Penalty: 5991.477051
	Iteration 19Q: 3 clusters Score -2.074505e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -20745378.000000 Penalty: 5991.477051
	Iteration 20F: 3 clusters Score -2.074538e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -20745480.000000 Penalty: 5991.477051
	Iteration 21Q: 3 clusters Score -2.074548e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -20745602.000000 Penalty: 5991.477051
	Iteration 22Q: 3 clusters Score -2.07456e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -20745692.000000 Penalty: 5991.477051
	Iteration 23Q: 3 clusters Score -2.074569e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -20745808.000000 Penalty: 5991.477051
	Iteration 24Q: 3 clusters Score -2.074581e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167514 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -20745792.000000 Penalty: 5991.477051
	Iteration 25Q: 3 clusters Score -2.074579e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -20745902.000000 Penalty: 5991.477051
	Iteration 26Q: 3 clusters Score -2.07459e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -20745924.000000 Penalty: 5991.477051
	Iteration 27Q: 3 clusters Score -2.074592e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -20745940.000000 Penalty: 5991.477051
	Iteration 28Q: 3 clusters Score -2.074594e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -20746024.000000 Penalty: 5991.477051
	Iteration 29Q: 3 clusters Score -2.074602e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -20746092.000000 Penalty: 5991.477051
	Iteration 30Q: 3 clusters Score -2.074609e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -20746180.000000 Penalty: 5991.477051
	Iteration 31Q: 3 clusters Score -2.074618e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -20746264.000000 Penalty: 5991.477051
	Iteration 32Q: 3 clusters Score -2.074626e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -20746346.000000 Penalty: 5991.477051
	Iteration 33Q: 3 clusters Score -2.074635e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -20746422.000000 Penalty: 5991.477051
	Iteration 34Q: 3 clusters Score -2.074642e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -20746486.000000 Penalty: 5991.477051
	Iteration 35Q: 3 clusters Score -2.074649e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -20746498.000000 Penalty: 5991.477051
	Iteration 36Q: 3 clusters Score -2.07465e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -20746500.000000 Penalty: 5991.477051
	Iteration 37Q: 3 clusters Score -2.07465e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -20746544.000000 Penalty: 5991.477051
	Iteration 38Q: 3 clusters Score -2.074654e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -20746586.000000 Penalty: 5991.477051
	Iteration 39Q: 3 clusters Score -2.074659e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171637 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -20746568.000000 Penalty: 5991.477051
	Iteration 40F: 3 clusters Score -2.074657e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -20746606.000000 Penalty: 5991.477051
	Iteration 41Q: 3 clusters Score -2.074661e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -20746586.000000 Penalty: 5991.477051
	Iteration 42Q: 3 clusters Score -2.074659e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -20746642.000000 Penalty: 5991.477051
	Iteration 43Q: 3 clusters Score -2.074664e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -20746670.000000 Penalty: 5991.477051
	Iteration 44Q: 3 clusters Score -2.074667e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -20746688.000000 Penalty: 5991.477051
	Iteration 45Q: 3 clusters Score -2.074669e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172283 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -20746690.000000 Penalty: 5991.477051
	Iteration 46Q: 3 clusters Score -2.074669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -20746706.000000 Penalty: 5991.477051
	Iteration 47Q: 3 clusters Score -2.074671e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20746738.000000 Penalty: 5991.477051
	Iteration 48Q: 3 clusters Score -2.074674e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -20746770.000000 Penalty: 5991.477051
	Iteration 49Q: 3 clusters Score -2.074677e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -20746774.000000 Penalty: 5991.477051
	Iteration 50Q: 3 clusters Score -2.074677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -20746752.000000 Penalty: 5991.477051
	Iteration 51Q: 3 clusters Score -2.074675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172696 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -20746714.000000 Penalty: 5991.477051
	Iteration 52Q: 3 clusters Score -2.074671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -20746734.000000 Penalty: 5991.477051
	Iteration 53Q: 3 clusters Score -2.074673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172754 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -20746718.000000 Penalty: 5991.477051
	Iteration 54Q: 3 clusters Score -2.074672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20746714.000000 Penalty: 5991.477051
	Iteration 55Q: 3 clusters Score -2.074671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -20746726.000000 Penalty: 5991.477051
	Iteration 56Q: 3 clusters Score -2.074673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -20746740.000000 Penalty: 5991.477051
	Iteration 57Q: 3 clusters Score -2.074674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -20746726.000000 Penalty: 5991.477051
	Iteration 58Q: 3 clusters Score -2.074673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -20746748.000000 Penalty: 5991.477051
	Iteration 59Q: 3 clusters Score -2.074675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172844 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20746744.000000 Penalty: 5991.477051
	Iteration 60F: 3 clusters Score -2.074674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172855 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20746716.000000 Penalty: 5991.477051
	Iteration 61Q: 3 clusters Score -2.074672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172863 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -20746724.000000 Penalty: 5991.477051
	Iteration 62Q: 3 clusters Score -2.074672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -20746716.000000 Penalty: 5991.477051
	Iteration 63Q: 3 clusters Score -2.074672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -20746714.000000 Penalty: 5991.477051
	Iteration 64Q: 3 clusters Score -2.074671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172882 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20746724.000000 Penalty: 5991.477051
	Iteration 65Q: 3 clusters Score -2.074672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172887 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20746724.000000 Penalty: 5991.477051
	Iteration 66Q: 3 clusters Score -2.074672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20746720.000000 Penalty: 5991.477051
	Iteration 67Q: 3 clusters Score -2.074672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172905 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20746712.000000 Penalty: 5991.477051
	Iteration 68Q: 3 clusters Score -2.074671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -20746716.000000 Penalty: 5991.477051
	Iteration 69Q: 3 clusters Score -2.074672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172929 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20746728.000000 Penalty: 5991.477051
	Iteration 70Q: 3 clusters Score -2.074673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -20746724.000000 Penalty: 5991.477051
	Iteration 71Q: 3 clusters Score -2.074672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -20746720.000000 Penalty: 5991.477051
	Iteration 72Q: 3 clusters Score -2.074672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172950 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -20746732.000000 Penalty: 5991.477051
	Iteration 73Q: 3 clusters Score -2.074673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20746744.000000 Penalty: 5991.477051
	Iteration 74Q: 3 clusters Score -2.074674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172970 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -20746744.000000 Penalty: 5991.477051
	Iteration 75Q: 3 clusters Score -2.074674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -20746732.000000 Penalty: 5991.477051
	Iteration 76Q: 3 clusters Score -2.074673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -20746732.000000 Penalty: 5991.477051
	Iteration 77Q: 3 clusters Score -2.074673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -20746722.000000 Penalty: 5991.477051
	Iteration 78Q: 3 clusters Score -2.074672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -20746734.000000 Penalty: 5991.477051
	Iteration 79Q: 3 clusters Score -2.074673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -20746730.000000 Penalty: 5991.477051
	Iteration 80F: 3 clusters Score -2.074673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173020 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -20746734.000000 Penalty: 5991.477051
	Iteration 81Q: 3 clusters Score -2.074673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20746726.000000 Penalty: 5991.477051
	Iteration 82Q: 3 clusters Score -2.074673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -20746732.000000 Penalty: 5991.477051
	Iteration 83Q: 3 clusters Score -2.074673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173026 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20746740.000000 Penalty: 5991.477051
	Iteration 84Q: 3 clusters Score -2.074674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173029 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -20746744.000000 Penalty: 5991.477051
	Iteration 85Q: 3 clusters Score -2.074674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173033 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -20746744.000000 Penalty: 5991.477051
	Iteration 86Q: 3 clusters Score -2.074674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -20746736.000000 Penalty: 5991.477051
	Iteration 87Q: 3 clusters Score -2.074674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173037 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -20746746.000000 Penalty: 5991.477051
	Iteration 88Q: 3 clusters Score -2.074675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -20746738.000000 Penalty: 5991.477051
	Iteration 89Q: 3 clusters Score -2.074674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -20746738.000000 Penalty: 5991.477051
	Iteration 90F: 3 clusters Score -2.074674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Entering Unmasked Estep 
Score: -4267409.000000 Penalty: 2600.440430
	Iteration 0F: 2 clusters Score -4267409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4243194.500000 Penalty: 5200.880859
	Iteration 0F: 3 clusters Score -4243194 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4251931.500000 Penalty: 5200.880859
	Iteration 1F: 3 clusters Score -4251932 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4252355.500000 Penalty: 5200.880859
	Iteration 2Q: 3 clusters Score -4252356 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4252689.000000 Penalty: 5200.880859
	Iteration 3Q: 3 clusters Score -4252689 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4252992.500000 Penalty: 5200.880859
	Iteration 4Q: 3 clusters Score -4252992 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4253243.500000 Penalty: 5200.880859
	Iteration 5Q: 3 clusters Score -4253244 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4253446.500000 Penalty: 5200.880859
	Iteration 6Q: 3 clusters Score -4253446 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4253653.500000 Penalty: 5200.880859
	Iteration 7Q: 3 clusters Score -4253654 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4253920.500000 Penalty: 5200.880859
	Iteration 8Q: 3 clusters Score -4253920 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -4254213.500000 Penalty: 5200.880859
	Iteration 9Q: 3 clusters Score -4254214 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4254620.000000 Penalty: 5200.880859
	Iteration 10Q: 3 clusters Score -4254620 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4255103.000000 Penalty: 5200.880859
	Iteration 11Q: 3 clusters Score -4255103 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4255735.000000 Penalty: 5200.880859
	Iteration 12Q: 3 clusters Score -4255735 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4256641.000000 Penalty: 5200.880859
	Iteration 13Q: 3 clusters Score -4256641 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4257762.000000 Penalty: 5200.880859
	Iteration 14Q: 3 clusters Score -4257762 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4259040.500000 Penalty: 5200.880859
	Iteration 15Q: 3 clusters Score -4259040 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -4260302.500000 Penalty: 5200.880859
	Iteration 16Q: 3 clusters Score -4260302 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4261308.000000 Penalty: 5200.880859
	Iteration 17Q: 3 clusters Score -4261308 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -4261946.500000 Penalty: 5200.880859
	Iteration 18Q: 3 clusters Score -4261946 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4262424.500000 Penalty: 5200.880859
	Iteration 19Q: 3 clusters Score -4262424 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4262793.500000 Penalty: 5200.880859
	Iteration 20F: 3 clusters Score -4262794 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4263071.000000 Penalty: 5200.880859
	Iteration 21Q: 3 clusters Score -4263071 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4263341.500000 Penalty: 5200.880859
	Iteration 22Q: 3 clusters Score -4263342 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4263594.000000 Penalty: 5200.880859
	Iteration 23Q: 3 clusters Score -4263594 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4263797.000000 Penalty: 5200.880859
	Iteration 24Q: 3 clusters Score -4263797 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4263997.000000 Penalty: 5200.880859
	Iteration 25Q: 3 clusters Score -4263997 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4264155.500000 Penalty: 5200.880859
	Iteration 26Q: 3 clusters Score -4264156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4264306.500000 Penalty: 5200.880859
	Iteration 27Q: 3 clusters Score -4264306 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4264466.500000 Penalty: 5200.880859
	Iteration 28Q: 3 clusters Score -4264466 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4264587.000000 Penalty: 5200.880859
	Iteration 29Q: 3 clusters Score -4264587 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4264689.000000 Penalty: 5200.880859
	Iteration 30Q: 3 clusters Score -4264689 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4264775.500000 Penalty: 5200.880859
	Iteration 31Q: 3 clusters Score -4264776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4264838.000000 Penalty: 5200.880859
	Iteration 32Q: 3 clusters Score -4264838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4264893.500000 Penalty: 5200.880859
	Iteration 33Q: 3 clusters Score -4264894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4264929.500000 Penalty: 5200.880859
	Iteration 34Q: 3 clusters Score -4264930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4264973.000000 Penalty: 5200.880859
	Iteration 35Q: 3 clusters Score -4264973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4265010.000000 Penalty: 5200.880859
	Iteration 36Q: 3 clusters Score -4265010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4265033.500000 Penalty: 5200.880859
	Iteration 37Q: 3 clusters Score -4265034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4265047.000000 Penalty: 5200.880859
	Iteration 38Q: 3 clusters Score -4265047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4265053.000000 Penalty: 5200.880859
	Iteration 39Q: 3 clusters Score -4265053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4265072.000000 Penalty: 5200.880859
	Iteration 40F: 3 clusters Score -4265072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4265074.500000 Penalty: 5200.880859
	Iteration 41Q: 3 clusters Score -4265074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4265084.000000 Penalty: 5200.880859
	Iteration 42Q: 3 clusters Score -4265084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4265095.000000 Penalty: 5200.880859
	Iteration 43Q: 3 clusters Score -4265095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4265094.000000 Penalty: 5200.880859
	Iteration 44Q: 3 clusters Score -4265094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4265106.000000 Penalty: 5200.880859
	Iteration 45Q: 3 clusters Score -4265106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4265108.000000 Penalty: 5200.880859
	Iteration 46Q: 3 clusters Score -4265108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4265114.500000 Penalty: 5200.880859
	Iteration 47Q: 3 clusters Score -4265114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4265115.500000 Penalty: 5200.880859
	Iteration 48Q: 3 clusters Score -4265116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4265119.500000 Penalty: 5200.880859
	Iteration 49Q: 3 clusters Score -4265120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4265126.500000 Penalty: 5200.880859
	Iteration 50Q: 3 clusters Score -4265126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4265127.500000 Penalty: 5200.880859
	Iteration 51Q: 3 clusters Score -4265128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4265134.000000 Penalty: 5200.880859
	Iteration 52Q: 3 clusters Score -4265134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4265137.000000 Penalty: 5200.880859
	Iteration 53Q: 3 clusters Score -4265137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4265135.500000 Penalty: 5200.880859
	Iteration 54Q: 3 clusters Score -4265136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4265138.500000 Penalty: 5200.880859
	Iteration 55Q: 3 clusters Score -4265138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4265142.000000 Penalty: 5200.880859
	Iteration 56Q: 3 clusters Score -4265142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4265143.500000 Penalty: 5200.880859
	Iteration 57Q: 3 clusters Score -4265144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4265145.500000 Penalty: 5200.880859
	Iteration 58Q: 3 clusters Score -4265146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4265149.000000 Penalty: 5200.880859
	Iteration 59Q: 3 clusters Score -4265149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4265150.000000 Penalty: 5200.880859
	Iteration 60F: 3 clusters Score -4265150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4265155.000000 Penalty: 5200.880859
	Iteration 61Q: 3 clusters Score -4265155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4265154.000000 Penalty: 5200.880859
	Iteration 62Q: 3 clusters Score -4265154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4265153.000000 Penalty: 5200.880859
	Iteration 63Q: 3 clusters Score -4265153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4265154.500000 Penalty: 5200.880859
	Iteration 64Q: 3 clusters Score -4265154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4265158.000000 Penalty: 5200.880859
	Iteration 65Q: 3 clusters Score -4265158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4265161.500000 Penalty: 5200.880859
	Iteration 66Q: 3 clusters Score -4265162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4265162.500000 Penalty: 5200.880859
	Iteration 67Q: 3 clusters Score -4265162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4265162.000000 Penalty: 5200.880859
	Iteration 68Q: 3 clusters Score -4265162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4265162.000000 Penalty: 5200.880859
	Iteration 69F: 3 clusters Score -4265162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -148128.000000 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -148128 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 675 members 
Entering Unmasked Estep 
Score: -145974.562500 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -145974.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -146341.734375 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -146341.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146460.140625 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -146460.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146536.796875 Penalty: 3567.695312
	Iteration 3Q: 3 clusters Score -146536.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146580.546875 Penalty: 3567.695312
	Iteration 4Q: 3 clusters Score -146580.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146615.562500 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -146615.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146647.734375 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -146647.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146697.796875 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -146697.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146734.671875 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -146734.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -146775.500000 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -146775.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -146809.781250 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -146809.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146853.109375 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -146853.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146922.515625 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -146922.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147001.500000 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -147001.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -147099.203125 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -147099.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147206.484375 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -147206.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147295.234375 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -147295.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147342.000000 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -147342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -147372.781250 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -147372.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147396.062500 Penalty: 3567.695312
	Iteration 19Q: 3 clusters Score -147396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147402.984375 Penalty: 3567.695312
	Iteration 20F: 3 clusters Score -147403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -147409.968750 Penalty: 3567.695312
	Iteration 21Q: 3 clusters Score -147410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147415.187500 Penalty: 3567.695312
	Iteration 22Q: 3 clusters Score -147415.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147415.187500 Penalty: 3567.695312
	Iteration 23F: 3 clusters Score -147415.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -275612.781250 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -275612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -272689.343750 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -272689.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -273493.906250 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -273493.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -273818.437500 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -273818.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -274108.218750 Penalty: 3903.981201
	Iteration 3F: 3 clusters Score -274108.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -274436.343750 Penalty: 3903.981201
	Iteration 4F: 3 clusters Score -274436.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -274771.593750 Penalty: 3903.981201
	Iteration 5F: 3 clusters Score -274771.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -275119.062500 Penalty: 3903.981201
	Iteration 6F: 3 clusters Score -275119.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -275536.781250 Penalty: 3903.981201
	Iteration 7F: 3 clusters Score -275536.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -275771.187500 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -275771.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -275835.625000 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -275835.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -275853.937500 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -275853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275860.250000 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -275860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -275863.218750 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -275863.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -275864.093750 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -275864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -275866.312500 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -275866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275867.343750 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -275867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275867.343750 Penalty: 3903.981201
	Iteration 16F: 3 clusters Score -275867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176238 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323200 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96048 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190020 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1297 members 
Entering Unmasked Estep 
Score: -183992832.000000 Penalty: 109879.187500
Splitting cluster 7 changes total score from -183993632.000000 to -183992832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Entering Unmasked Estep 
Score: -1369300.375000 Penalty: 2341.617676
	Iteration 0F: 2 clusters Score -1369300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1360015.875000 Penalty: 4683.235352
	Iteration 0F: 3 clusters Score -1360016 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1363265.375000 Penalty: 4683.235352
	Iteration 1F: 3 clusters Score -1363265 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1364121.000000 Penalty: 4683.235352
	Iteration 2F: 3 clusters Score -1364121 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1364872.875000 Penalty: 4683.235352
	Iteration 3F: 3 clusters Score -1364873 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1365416.875000 Penalty: 4683.235352
	Iteration 4F: 3 clusters Score -1365417 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1365820.250000 Penalty: 4683.235352
	Iteration 5F: 3 clusters Score -1365820 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1366091.250000 Penalty: 4683.235352
	Iteration 6Q: 3 clusters Score -1366091 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1366298.375000 Penalty: 4683.235352
	Iteration 7Q: 3 clusters Score -1366298 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1366462.000000 Penalty: 4683.235352
	Iteration 8Q: 3 clusters Score -1366462 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1366583.375000 Penalty: 4683.235352
	Iteration 9Q: 3 clusters Score -1366583 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1366697.375000 Penalty: 4683.235352
	Iteration 10Q: 3 clusters Score -1366697 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1366774.875000 Penalty: 4683.235352
	Iteration 11Q: 3 clusters Score -1366775 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1366831.500000 Penalty: 4683.235352
	Iteration 12Q: 3 clusters Score -1366832 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1366883.375000 Penalty: 4683.235352
	Iteration 13Q: 3 clusters Score -1366883 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1366927.875000 Penalty: 4683.235352
	Iteration 14Q: 3 clusters Score -1366928 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1366976.500000 Penalty: 4683.235352
	Iteration 15Q: 3 clusters Score -1366976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1367012.250000 Penalty: 4683.235352
	Iteration 16Q: 3 clusters Score -1367012 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1367045.750000 Penalty: 4683.235352
	Iteration 17Q: 3 clusters Score -1367046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1367078.375000 Penalty: 4683.235352
	Iteration 18Q: 3 clusters Score -1367078 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1367107.375000 Penalty: 4683.235352
	Iteration 19Q: 3 clusters Score -1367107 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1367135.625000 Penalty: 4683.235352
	Iteration 20F: 3 clusters Score -1367136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1367161.750000 Penalty: 4683.235352
	Iteration 21Q: 3 clusters Score -1367162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1367176.500000 Penalty: 4683.235352
	Iteration 22Q: 3 clusters Score -1367176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1367204.125000 Penalty: 4683.235352
	Iteration 23Q: 3 clusters Score -1367204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1367235.875000 Penalty: 4683.235352
	Iteration 24Q: 3 clusters Score -1367236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1367257.750000 Penalty: 4683.235352
	Iteration 25Q: 3 clusters Score -1367258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1367290.125000 Penalty: 4683.235352
	Iteration 26Q: 3 clusters Score -1367290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1367325.375000 Penalty: 4683.235352
	Iteration 27Q: 3 clusters Score -1367325 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1367350.250000 Penalty: 4683.235352
	Iteration 28Q: 3 clusters Score -1367350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1367388.250000 Penalty: 4683.235352
	Iteration 29Q: 3 clusters Score -1367388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1367426.250000 Penalty: 4683.235352
	Iteration 30Q: 3 clusters Score -1367426 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1367457.250000 Penalty: 4683.235352
	Iteration 31Q: 3 clusters Score -1367457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1367491.250000 Penalty: 4683.235352
	Iteration 32Q: 3 clusters Score -1367491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1367519.750000 Penalty: 4683.235352
	Iteration 33Q: 3 clusters Score -1367520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1367549.375000 Penalty: 4683.235352
	Iteration 34Q: 3 clusters Score -1367549 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1367576.750000 Penalty: 4683.235352
	Iteration 35Q: 3 clusters Score -1367577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1367601.750000 Penalty: 4683.235352
	Iteration 36Q: 3 clusters Score -1367602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1367639.250000 Penalty: 4683.235352
	Iteration 37Q: 3 clusters Score -1367639 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1367680.250000 Penalty: 4683.235352
	Iteration 38Q: 3 clusters Score -1367680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1367710.000000 Penalty: 4683.235352
	Iteration 39Q: 3 clusters Score -1367710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1367750.625000 Penalty: 4683.235352
	Iteration 40F: 3 clusters Score -1367751 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1367793.875000 Penalty: 4683.235352
	Iteration 41Q: 3 clusters Score -1367794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1367835.875000 Penalty: 4683.235352
	Iteration 42Q: 3 clusters Score -1367836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1367879.375000 Penalty: 4683.235352
	Iteration 43Q: 3 clusters Score -1367879 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1367927.750000 Penalty: 4683.235352
	Iteration 44Q: 3 clusters Score -1367928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1367966.625000 Penalty: 4683.235352
	Iteration 45Q: 3 clusters Score -1367967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1368003.375000 Penalty: 4683.235352
	Iteration 46Q: 3 clusters Score -1368003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1368044.750000 Penalty: 4683.235352
	Iteration 47Q: 3 clusters Score -1368045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1368083.500000 Penalty: 4683.235352
	Iteration 48Q: 3 clusters Score -1368084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1368111.750000 Penalty: 4683.235352
	Iteration 49Q: 3 clusters Score -1368112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1368146.125000 Penalty: 4683.235352
	Iteration 50Q: 3 clusters Score -1368146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1368172.125000 Penalty: 4683.235352
	Iteration 51Q: 3 clusters Score -1368172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1368205.875000 Penalty: 4683.235352
	Iteration 52Q: 3 clusters Score -1368206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1368227.500000 Penalty: 4683.235352
	Iteration 53Q: 3 clusters Score -1368228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1368246.375000 Penalty: 4683.235352
	Iteration 54Q: 3 clusters Score -1368246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1368261.000000 Penalty: 4683.235352
	Iteration 55Q: 3 clusters Score -1368261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1368274.750000 Penalty: 4683.235352
	Iteration 56Q: 3 clusters Score -1368275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1368290.375000 Penalty: 4683.235352
	Iteration 57Q: 3 clusters Score -1368290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1368307.000000 Penalty: 4683.235352
	Iteration 58Q: 3 clusters Score -1368307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1368334.750000 Penalty: 4683.235352
	Iteration 59Q: 3 clusters Score -1368335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1368364.250000 Penalty: 4683.235352
	Iteration 60F: 3 clusters Score -1368364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1368390.625000 Penalty: 4683.235352
	Iteration 61Q: 3 clusters Score -1368391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1368413.750000 Penalty: 4683.235352
	Iteration 62Q: 3 clusters Score -1368414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1368427.250000 Penalty: 4683.235352
	Iteration 63Q: 3 clusters Score -1368427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1368438.875000 Penalty: 4683.235352
	Iteration 64Q: 3 clusters Score -1368439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1368446.125000 Penalty: 4683.235352
	Iteration 65Q: 3 clusters Score -1368446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1368449.875000 Penalty: 4683.235352
	Iteration 66Q: 3 clusters Score -1368450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1368457.375000 Penalty: 4683.235352
	Iteration 67Q: 3 clusters Score -1368457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1368459.125000 Penalty: 4683.235352
	Iteration 68Q: 3 clusters Score -1368459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1368462.500000 Penalty: 4683.235352
	Iteration 69Q: 3 clusters Score -1368462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1368463.875000 Penalty: 4683.235352
	Iteration 70Q: 3 clusters Score -1368464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1368463.875000 Penalty: 4683.235352
	Iteration 71Q: 3 clusters Score -1368464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1368465.250000 Penalty: 4683.235352
	Iteration 72Q: 3 clusters Score -1368465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1368466.000000 Penalty: 4683.235352
	Iteration 73Q: 3 clusters Score -1368466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1368466.000000 Penalty: 4683.235352
	Iteration 74F: 3 clusters Score -1368466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50541.492188 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50541.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50710.687500 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50710.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50757.394531 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50757.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50775.523438 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50775.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50793.644531 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50793.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50803.789062 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -50803.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50809.867188 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -50809.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50811.777344 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -50811.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50813.042969 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -50813.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50814.441406 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -50814.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50816.402344 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -50816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50816.402344 Penalty: 3075.452393
	Iteration 11F: 3 clusters Score -50816.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Entering Unmasked Estep 
Score: -9749878.000000 Penalty: 2811.270996
	Iteration 0F: 2 clusters Score -9749878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -9693984.000000 Penalty: 5622.541992
	Iteration 0F: 3 clusters Score -9693984 nChanged 39267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -9716137.000000 Penalty: 5622.541992
	Iteration 1F: 3 clusters Score -9716137 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -9717125.000000 Penalty: 5622.541992
	Iteration 2Q: 3 clusters Score -9717125 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -9718235.000000 Penalty: 5622.541992
	Iteration 3Q: 3 clusters Score -9718235 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -9719743.000000 Penalty: 5622.541992
	Iteration 4Q: 3 clusters Score -9719743 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -9721673.000000 Penalty: 5622.541992
	Iteration 5Q: 3 clusters Score -9721673 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -9724146.000000 Penalty: 5622.541992
	Iteration 6F: 3 clusters Score -9724146 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -9726774.000000 Penalty: 5622.541992
	Iteration 7F: 3 clusters Score -9726774 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -9729256.000000 Penalty: 5622.541992
	Iteration 8F: 3 clusters Score -9729256 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -9731382.000000 Penalty: 5622.541992
	Iteration 9F: 3 clusters Score -9731382 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -9733238.000000 Penalty: 5622.541992
	Iteration 10Q: 3 clusters Score -9733238 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -9734866.000000 Penalty: 5622.541992
	Iteration 11Q: 3 clusters Score -9734866 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -9736423.000000 Penalty: 5622.541992
	Iteration 12Q: 3 clusters Score -9736423 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -9737905.000000 Penalty: 5622.541992
	Iteration 13Q: 3 clusters Score -9737905 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -9739478.000000 Penalty: 5622.541992
	Iteration 14Q: 3 clusters Score -9739478 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -9741172.000000 Penalty: 5622.541992
	Iteration 15Q: 3 clusters Score -9741172 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -9742893.000000 Penalty: 5622.541992
	Iteration 16Q: 3 clusters Score -9742893 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -9744499.000000 Penalty: 5622.541992
	Iteration 17Q: 3 clusters Score -9744499 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -9745760.000000 Penalty: 5622.541992
	Iteration 18Q: 3 clusters Score -9745760 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -9746716.000000 Penalty: 5622.541992
	Iteration 19Q: 3 clusters Score -9746716 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -9747272.000000 Penalty: 5622.541992
	Iteration 20F: 3 clusters Score -9747272 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9747579.000000 Penalty: 5622.541992
	Iteration 21Q: 3 clusters Score -9747579 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9747848.000000 Penalty: 5622.541992
	Iteration 22Q: 3 clusters Score -9747848 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9748027.000000 Penalty: 5622.541992
	Iteration 23Q: 3 clusters Score -9748027 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9748121.000000 Penalty: 5622.541992
	Iteration 24Q: 3 clusters Score -9748121 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9748147.000000 Penalty: 5622.541992
	Iteration 25Q: 3 clusters Score -9748147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9748155.000000 Penalty: 5622.541992
	Iteration 26Q: 3 clusters Score -9748155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9748174.000000 Penalty: 5622.541992
	Iteration 27Q: 3 clusters Score -9748174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9748194.000000 Penalty: 5622.541992
	Iteration 28Q: 3 clusters Score -9748194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9748217.000000 Penalty: 5622.541992
	Iteration 29Q: 3 clusters Score -9748217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9748216.000000 Penalty: 5622.541992
	Iteration 30Q: 3 clusters Score -9748216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9748235.000000 Penalty: 5622.541992
	Iteration 31Q: 3 clusters Score -9748235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9748240.000000 Penalty: 5622.541992
	Iteration 32Q: 3 clusters Score -9748240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9748244.000000 Penalty: 5622.541992
	Iteration 33Q: 3 clusters Score -9748244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9748238.000000 Penalty: 5622.541992
	Iteration 34Q: 3 clusters Score -9748238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9748244.000000 Penalty: 5622.541992
	Iteration 35Q: 3 clusters Score -9748244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9748249.000000 Penalty: 5622.541992
	Iteration 36Q: 3 clusters Score -9748249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9748251.000000 Penalty: 5622.541992
	Iteration 37Q: 3 clusters Score -9748251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9748243.000000 Penalty: 5622.541992
	Iteration 38Q: 3 clusters Score -9748243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9748237.000000 Penalty: 5622.541992
	Iteration 39Q: 3 clusters Score -9748237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9748248.000000 Penalty: 5622.541992
	Iteration 40F: 3 clusters Score -9748248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9748251.000000 Penalty: 5622.541992
	Iteration 41Q: 3 clusters Score -9748251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9748257.000000 Penalty: 5622.541992
	Iteration 42Q: 3 clusters Score -9748257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9748250.000000 Penalty: 5622.541992
	Iteration 43Q: 3 clusters Score -9748250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9748247.000000 Penalty: 5622.541992
	Iteration 44Q: 3 clusters Score -9748247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9748248.000000 Penalty: 5622.541992
	Iteration 45Q: 3 clusters Score -9748248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9748245.000000 Penalty: 5622.541992
	Iteration 46Q: 3 clusters Score -9748245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9748251.000000 Penalty: 5622.541992
	Iteration 47Q: 3 clusters Score -9748251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9748260.000000 Penalty: 5622.541992
	Iteration 48Q: 3 clusters Score -9748260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9748254.000000 Penalty: 5622.541992
	Iteration 49Q: 3 clusters Score -9748254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9748254.000000 Penalty: 5622.541992
	Iteration 50Q: 3 clusters Score -9748254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9748254.000000 Penalty: 5622.541992
	Iteration 51F: 3 clusters Score -9748254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -141713.218750 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141713.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142224.140625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142224.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142701.562500 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142701.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -143027.843750 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -143027.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -143218.421875 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -143218.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -143367.531250 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -143367.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -143485.125000 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -143485.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -143594.390625 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -143594.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -143654.453125 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -143654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -143679.796875 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -143679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -143690.093750 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -143690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -143744.171875 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -143744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -143791.281250 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -143791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -143827.781250 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -143827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -143854.515625 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -143854.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143865.531250 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -143865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -143870.390625 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -143870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143873.515625 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -143873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -143876.125000 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -143876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143879.984375 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -143880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143946.968750 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -143947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144082.281250 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -144082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144104.140625 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -144104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -144113.062500 Penalty: 3554.468018
	Iteration 23Q: 3 clusters Score -144113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144115.515625 Penalty: 3554.468018
	Iteration 24Q: 3 clusters Score -144115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144115.515625 Penalty: 3554.468018
	Iteration 25F: 3 clusters Score -144115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176238 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 323200 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96048 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190020 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1090 members 
Entering Unmasked Estep 
Score: -183991520.000000 Penalty: 109879.187500
Splitting cluster 11 changes total score from -183993632.000000 to -183991520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (323200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323200 members 
Entering Unmasked Estep 
Score: -37921888.000000 Penalty: 3146.134521
	Iteration 0F: 2 clusters Score -3.792189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 161752 members 
Entering Unmasked Estep 
Score: -37716240.000000 Penalty: 6292.269043
	Iteration 0F: 3 clusters Score -3.771624e+07 nChanged 156959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156129 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -37809720.000000 Penalty: 6292.269043
	Iteration 1F: 3 clusters Score -3.780972e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 171153 members 
Entering Unmasked Estep 
Score: -37811484.000000 Penalty: 6292.269043
	Iteration 2Q: 3 clusters Score -3.781148e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 177426 members 
Entering Unmasked Estep 
Score: -37814012.000000 Penalty: 6292.269043
	Iteration 3Q: 3 clusters Score -3.781401e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 187130 members 
Entering Unmasked Estep 
Score: -37818152.000000 Penalty: 6292.269043
	Iteration 4Q: 3 clusters Score -3.781815e+07 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 201554 members 
Entering Unmasked Estep 
Score: -37825552.000000 Penalty: 6292.269043
	Iteration 5F: 3 clusters Score -3.782555e+07 nChanged 21834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 221910 members 
Entering Unmasked Estep 
Score: -37838884.000000 Penalty: 6292.269043
	Iteration 6F: 3 clusters Score -3.783888e+07 nChanged 26027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 246829 members 
Entering Unmasked Estep 
Score: -37858796.000000 Penalty: 6292.269043
	Iteration 7F: 3 clusters Score -3.78588e+07 nChanged 25145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 271300 members 
Entering Unmasked Estep 
Score: -37881244.000000 Penalty: 6292.269043
	Iteration 8F: 3 clusters Score -3.788124e+07 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 289629 members 
Entering Unmasked Estep 
Score: -37898576.000000 Penalty: 6292.269043
	Iteration 9F: 3 clusters Score -3.789858e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 300814 members 
Entering Unmasked Estep 
Score: -37910292.000000 Penalty: 6292.269043
	Iteration 10Q: 3 clusters Score -3.791029e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 307981 members 
Entering Unmasked Estep 
Score: -37917272.000000 Penalty: 6292.269043
	Iteration 11Q: 3 clusters Score -3.791727e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 313566 members 
Entering Unmasked Estep 
Score: -37920308.000000 Penalty: 6292.269043
	Iteration 12Q: 3 clusters Score -3.792031e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 317593 members 
Entering Unmasked Estep 
Score: -37920640.000000 Penalty: 6292.269043
	Iteration 13Q: 3 clusters Score -3.792064e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 320143 members 
Entering Unmasked Estep 
Score: -37920428.000000 Penalty: 6292.269043
	Iteration 14Q: 3 clusters Score -3.792043e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 321472 members 
Entering Unmasked Estep 
Score: -37920116.000000 Penalty: 6292.269043
	Iteration 15Q: 3 clusters Score -3.792012e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 322117 members 
Entering Unmasked Estep 
Score: -37919840.000000 Penalty: 6292.269043
	Iteration 16Q: 3 clusters Score -3.791984e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 322418 members 
Entering Unmasked Estep 
Score: -37919704.000000 Penalty: 6292.269043
	Iteration 17Q: 3 clusters Score -3.79197e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 322545 members 
Entering Unmasked Estep 
Score: -37919664.000000 Penalty: 6292.269043
	Iteration 18Q: 3 clusters Score -3.791966e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322626 members 
Entering Unmasked Estep 
Score: -37919656.000000 Penalty: 6292.269043
	Iteration 19Q: 3 clusters Score -3.791966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 322673 members 
Entering Unmasked Estep 
Score: -37919668.000000 Penalty: 6292.269043
	Iteration 20F: 3 clusters Score -3.791967e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 322702 members 
Entering Unmasked Estep 
Score: -37919692.000000 Penalty: 6292.269043
	Iteration 21Q: 3 clusters Score -3.791969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 322723 members 
Entering Unmasked Estep 
Score: -37919708.000000 Penalty: 6292.269043
	Iteration 22Q: 3 clusters Score -3.791971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 322737 members 
Entering Unmasked Estep 
Score: -37919712.000000 Penalty: 6292.269043
	Iteration 23Q: 3 clusters Score -3.791971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 322745 members 
Entering Unmasked Estep 
Score: -37919708.000000 Penalty: 6292.269043
	Iteration 24Q: 3 clusters Score -3.791971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 322752 members 
Entering Unmasked Estep 
Score: -37919700.000000 Penalty: 6292.269043
	Iteration 25Q: 3 clusters Score -3.79197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 322755 members 
Entering Unmasked Estep 
Score: -37919724.000000 Penalty: 6292.269043
	Iteration 26Q: 3 clusters Score -3.791972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 322756 members 
Entering Unmasked Estep 
Score: -37919712.000000 Penalty: 6292.269043
	Iteration 27Q: 3 clusters Score -3.791971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 322759 members 
Entering Unmasked Estep 
Score: -37919688.000000 Penalty: 6292.269043
	Iteration 28Q: 3 clusters Score -3.791969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322760 members 
Entering Unmasked Estep 
Score: -37919692.000000 Penalty: 6292.269043
	Iteration 29Q: 3 clusters Score -3.791969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322760 members 
Entering Unmasked Estep 
Score: -37919692.000000 Penalty: 6292.269043
	Iteration 30F: 3 clusters Score -3.791969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -2775352.750000 Penalty: 2493.513428
	Iteration 0F: 2 clusters Score -2775353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2759194.500000 Penalty: 4987.026855
	Iteration 0F: 3 clusters Score -2759194 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2764617.500000 Penalty: 4987.026855
	Iteration 1F: 3 clusters Score -2764618 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2765017.500000 Penalty: 4987.026855
	Iteration 2Q: 3 clusters Score -2765018 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2765330.750000 Penalty: 4987.026855
	Iteration 3Q: 3 clusters Score -2765331 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2765617.500000 Penalty: 4987.026855
	Iteration 4Q: 3 clusters Score -2765618 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2765885.750000 Penalty: 4987.026855
	Iteration 5Q: 3 clusters Score -2765886 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2766149.750000 Penalty: 4987.026855
	Iteration 6Q: 3 clusters Score -2766150 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2766383.750000 Penalty: 4987.026855
	Iteration 7Q: 3 clusters Score -2766384 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2766669.500000 Penalty: 4987.026855
	Iteration 8Q: 3 clusters Score -2766670 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2766936.250000 Penalty: 4987.026855
	Iteration 9Q: 3 clusters Score -2766936 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2767268.000000 Penalty: 4987.026855
	Iteration 10Q: 3 clusters Score -2767268 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2767668.250000 Penalty: 4987.026855
	Iteration 11Q: 3 clusters Score -2767668 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2768206.750000 Penalty: 4987.026855
	Iteration 12Q: 3 clusters Score -2768207 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2768805.500000 Penalty: 4987.026855
	Iteration 13Q: 3 clusters Score -2768806 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2769506.000000 Penalty: 4987.026855
	Iteration 14Q: 3 clusters Score -2769506 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2770138.000000 Penalty: 4987.026855
	Iteration 15Q: 3 clusters Score -2770138 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2770554.500000 Penalty: 4987.026855
	Iteration 16Q: 3 clusters Score -2770554 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2770853.500000 Penalty: 4987.026855
	Iteration 17Q: 3 clusters Score -2770854 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2771036.500000 Penalty: 4987.026855
	Iteration 18Q: 3 clusters Score -2771036 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2771177.750000 Penalty: 4987.026855
	Iteration 19Q: 3 clusters Score -2771178 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2771301.250000 Penalty: 4987.026855
	Iteration 20F: 3 clusters Score -2771301 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2771404.250000 Penalty: 4987.026855
	Iteration 21Q: 3 clusters Score -2771404 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2771522.500000 Penalty: 4987.026855
	Iteration 22Q: 3 clusters Score -2771522 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2771633.500000 Penalty: 4987.026855
	Iteration 23Q: 3 clusters Score -2771634 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2771736.500000 Penalty: 4987.026855
	Iteration 24Q: 3 clusters Score -2771736 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2771849.000000 Penalty: 4987.026855
	Iteration 25Q: 3 clusters Score -2771849 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2771926.750000 Penalty: 4987.026855
	Iteration 26Q: 3 clusters Score -2771927 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2772011.500000 Penalty: 4987.026855
	Iteration 27Q: 3 clusters Score -2772012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2772075.750000 Penalty: 4987.026855
	Iteration 28Q: 3 clusters Score -2772076 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2772148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2772200.500000 Penalty: 4987.026855
	Iteration 30Q: 3 clusters Score -2772200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2772243.750000 Penalty: 4987.026855
	Iteration 31Q: 3 clusters Score -2772244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2772288.250000 Penalty: 4987.026855
	Iteration 32Q: 3 clusters Score -2772288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2772310.250000 Penalty: 4987.026855
	Iteration 33Q: 3 clusters Score -2772310 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2772341 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2772361.750000 Penalty: 4987.026855
	Iteration 35Q: 3 clusters Score -2772362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2772392.250000 Penalty: 4987.026855
	Iteration 36Q: 3 clusters Score -2772392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2772423.750000 Penalty: 4987.026855
	Iteration 37Q: 3 clusters Score -2772424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2772456.500000 Penalty: 4987.026855
	Iteration 38Q: 3 clusters Score -2772456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2772484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2772512.500000 Penalty: 4987.026855
	Iteration 40F: 3 clusters Score -2772512 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2772547 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2772582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2772625.500000 Penalty: 4987.026855
	Iteration 43Q: 3 clusters Score -2772626 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2772662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2772698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2772728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2772767 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2772800.250000 Penalty: 4987.026855
	Iteration 48Q: 3 clusters Score -2772800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2772830.250000 Penalty: 4987.026855
	Iteration 49Q: 3 clusters Score -2772830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2772854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2772889.000000 Penalty: 4987.026855
	Iteration 51Q: 3 clusters Score -2772889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2772933.000000 Penalty: 4987.026855
	Iteration 52Q: 3 clusters Score -2772933 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2772950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2772962.500000 Penalty: 4987.026855
	Iteration 54Q: 3 clusters Score -2772962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2772991.500000 Penalty: 4987.026855
	Iteration 55Q: 3 clusters Score -2772992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2773009.250000 Penalty: 4987.026855
	Iteration 56Q: 3 clusters Score -2773009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2773034.000000 Penalty: 4987.026855
	Iteration 57Q: 3 clusters Score -2773034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2773050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2773057.750000 Penalty: 4987.026855
	Iteration 59Q: 3 clusters Score -2773058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2773090.500000 Penalty: 4987.026855
	Iteration 60F: 3 clusters Score -2773090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2773099.750000 Penalty: 4987.026855
	Iteration 61Q: 3 clusters Score -2773100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2773112.750000 Penalty: 4987.026855
	Iteration 62Q: 3 clusters Score -2773113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2773123.000000 Penalty: 4987.026855
	Iteration 63Q: 3 clusters Score -2773123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2773140.500000 Penalty: 4987.026855
	Iteration 64Q: 3 clusters Score -2773140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2773162.000000 Penalty: 4987.026855
	Iteration 65Q: 3 clusters Score -2773162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2773177.000000 Penalty: 4987.026855
	Iteration 66Q: 3 clusters Score -2773177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2773185.750000 Penalty: 4987.026855
	Iteration 67Q: 3 clusters Score -2773186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2773193.000000 Penalty: 4987.026855
	Iteration 68Q: 3 clusters Score -2773193 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20272 members 
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Entering Unmasked Estep 
Score: -2773205.000000 Penalty: 4987.026855
	Iteration 69Q: 3 clusters Score -2773205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2773216.000000 Penalty: 4987.026855
	Iteration 70Q: 3 clusters Score -2773216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2773223.250000 Penalty: 4987.026855
	Iteration 71Q: 3 clusters Score -2773223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2773230.500000 Penalty: 4987.026855
	Iteration 72Q: 3 clusters Score -2773230 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2773236.000000 Penalty: 4987.026855
	Iteration 73Q: 3 clusters Score -2773236 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2773244.750000 Penalty: 4987.026855
	Iteration 74Q: 3 clusters Score -2773245 nChanged 40
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Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2773260.250000 Penalty: 4987.026855
	Iteration 75Q: 3 clusters Score -2773260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2773269.000000 Penalty: 4987.026855
	Iteration 76Q: 3 clusters Score -2773269 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2773280.750000 Penalty: 4987.026855
	Iteration 77Q: 3 clusters Score -2773281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2773283.750000 Penalty: 4987.026855
	Iteration 78Q: 3 clusters Score -2773284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2773296.750000 Penalty: 4987.026855
	Iteration 79Q: 3 clusters Score -2773297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2773306.250000 Penalty: 4987.026855
	Iteration 80F: 3 clusters Score -2773306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2773323.000000 Penalty: 4987.026855
	Iteration 81Q: 3 clusters Score -2773323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2773323 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2773337.750000 Penalty: 4987.026855
	Iteration 83Q: 3 clusters Score -2773338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2773333.750000 Penalty: 4987.026855
	Iteration 84Q: 3 clusters Score -2773334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2773343.250000 Penalty: 4987.026855
	Iteration 85Q: 3 clusters Score -2773343 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2773346.250000 Penalty: 4987.026855
	Iteration 86Q: 3 clusters Score -2773346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2773360.000000 Penalty: 4987.026855
	Iteration 87Q: 3 clusters Score -2773360 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2773362.250000 Penalty: 4987.026855
	Iteration 88Q: 3 clusters Score -2773362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2773369.250000 Penalty: 4987.026855
	Iteration 89Q: 3 clusters Score -2773369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2773375.000000 Penalty: 4987.026855
	Iteration 90Q: 3 clusters Score -2773375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2773372.250000 Penalty: 4987.026855
	Iteration 91Q: 3 clusters Score -2773372 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2773374.750000 Penalty: 4987.026855
	Iteration 92Q: 3 clusters Score -2773375 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2773382.000000 Penalty: 4987.026855
	Iteration 93Q: 3 clusters Score -2773382 nChanged 10
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Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2773386.000000 Penalty: 4987.026855
	Iteration 94Q: 3 clusters Score -2773386 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2773382 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2773382 nChanged 2
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Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2773380.250000 Penalty: 4987.026855
	Iteration 97Q: 3 clusters Score -2773380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2773380 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
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Entering Unmasked Estep 
Score: -2773382.750000 Penalty: 4987.026855
	Iteration 99Q: 3 clusters Score -2773383 nChanged 3
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Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2773383.750000 Penalty: 4987.026855
	Iteration 100F: 3 clusters Score -2773384 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2773382.750000 Penalty: 4987.026855
	Iteration 101Q: 3 clusters Score -2773383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2773385.000000 Penalty: 4987.026855
	Iteration 102Q: 3 clusters Score -2773385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2773386.500000 Penalty: 4987.026855
	Iteration 103Q: 3 clusters Score -2773386 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21042 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2773386 nChanged 3
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Mstep: Class 1 contains 21045 members 
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Entering Unmasked Estep 
Score: -2773390.750000 Penalty: 4987.026855
	Iteration 105Q: 3 clusters Score -2773391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2773389.500000 Penalty: 4987.026855
	Iteration 106Q: 3 clusters Score -2773390 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2773391.250000 Penalty: 4987.026855
	Iteration 107Q: 3 clusters Score -2773391 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2773393.250000 Penalty: 4987.026855
	Iteration 108Q: 3 clusters Score -2773393 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2773391.000000 Penalty: 4987.026855
	Iteration 109Q: 3 clusters Score -2773391 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2773389.750000 Penalty: 4987.026855
	Iteration 110Q: 3 clusters Score -2773390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2773391.500000 Penalty: 4987.026855
	Iteration 111Q: 3 clusters Score -2773392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2773391.500000 Penalty: 4987.026855
	Iteration 112F: 3 clusters Score -2773392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2269146.000000 Penalty: 2449.951416
	Iteration 0F: 2 clusters Score -2269146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2255323.000000 Penalty: 4899.902832
	Iteration 0F: 3 clusters Score -2255323 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2260116.500000 Penalty: 4899.902832
	Iteration 1F: 3 clusters Score -2260116 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2260530.750000 Penalty: 4899.902832
	Iteration 2F: 3 clusters Score -2260531 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2260904.750000 Penalty: 4899.902832
	Iteration 3Q: 3 clusters Score -2260905 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2261283.500000 Penalty: 4899.902832
	Iteration 4Q: 3 clusters Score -2261284 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2261754.250000 Penalty: 4899.902832
	Iteration 5Q: 3 clusters Score -2261754 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2262435.500000 Penalty: 4899.902832
	Iteration 6F: 3 clusters Score -2262436 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2263306.500000 Penalty: 4899.902832
	Iteration 7F: 3 clusters Score -2263306 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2264128.750000 Penalty: 4899.902832
	Iteration 8F: 3 clusters Score -2264129 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2265013.250000 Penalty: 4899.902832
	Iteration 9F: 3 clusters Score -2265013 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2265849.250000 Penalty: 4899.902832
	Iteration 10F: 3 clusters Score -2265849 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2266585.500000 Penalty: 4899.902832
	Iteration 11Q: 3 clusters Score -2266586 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2267245.000000 Penalty: 4899.902832
	Iteration 12Q: 3 clusters Score -2267245 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2267745.750000 Penalty: 4899.902832
	Iteration 13Q: 3 clusters Score -2267746 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2268123.750000 Penalty: 4899.902832
	Iteration 14Q: 3 clusters Score -2268124 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2268387.750000 Penalty: 4899.902832
	Iteration 15Q: 3 clusters Score -2268388 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2268540.500000 Penalty: 4899.902832
	Iteration 16Q: 3 clusters Score -2268540 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2268590.000000 Penalty: 4899.902832
	Iteration 17Q: 3 clusters Score -2268590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2268628.750000 Penalty: 4899.902832
	Iteration 18Q: 3 clusters Score -2268629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2268651.000000 Penalty: 4899.902832
	Iteration 19Q: 3 clusters Score -2268651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2268667.750000 Penalty: 4899.902832
	Iteration 20F: 3 clusters Score -2268668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2268669.750000 Penalty: 4899.902832
	Iteration 21Q: 3 clusters Score -2268670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2268664.250000 Penalty: 4899.902832
	Iteration 22Q: 3 clusters Score -2268664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2268673.250000 Penalty: 4899.902832
	Iteration 23Q: 3 clusters Score -2268673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2268674.000000 Penalty: 4899.902832
	Iteration 24Q: 3 clusters Score -2268674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2268680.500000 Penalty: 4899.902832
	Iteration 25Q: 3 clusters Score -2268680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2268681.500000 Penalty: 4899.902832
	Iteration 26Q: 3 clusters Score -2268682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2268686.000000 Penalty: 4899.902832
	Iteration 27Q: 3 clusters Score -2268686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2268685.000000 Penalty: 4899.902832
	Iteration 28Q: 3 clusters Score -2268685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2268686.000000 Penalty: 4899.902832
	Iteration 29Q: 3 clusters Score -2268686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2268688.750000 Penalty: 4899.902832
	Iteration 30Q: 3 clusters Score -2268689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2268688.500000 Penalty: 4899.902832
	Iteration 31Q: 3 clusters Score -2268688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2268683.250000 Penalty: 4899.902832
	Iteration 32Q: 3 clusters Score -2268683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2268688.500000 Penalty: 4899.902832
	Iteration 33Q: 3 clusters Score -2268688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2268688.000000 Penalty: 4899.902832
	Iteration 34Q: 3 clusters Score -2268688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2268690.500000 Penalty: 4899.902832
	Iteration 35Q: 3 clusters Score -2268690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2268689.500000 Penalty: 4899.902832
	Iteration 36Q: 3 clusters Score -2268690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2268689.500000 Penalty: 4899.902832
	Iteration 37F: 3 clusters Score -2268690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 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 504 members 
Entering Unmasked Estep 
Score: -99997.718750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -99997.72 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100385.398438 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100385.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100538.500000 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100538.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100717.976562 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -100718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100967.835938 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -100967.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101275.523438 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -101275.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101482.804688 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -101482.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101682.875000 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101797.406250 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101857.195312 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101857.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101895.734375 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101930.835938 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101939.648438 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -101939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101945.398438 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -101945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101950.750000 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -101950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101959.757812 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -101959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101968.843750 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -101968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101986.281250 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -101986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102012.750000 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -102012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102039.195312 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -102039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102062.796875 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -102062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102081.625000 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -102081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102086.515625 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -102086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102086.515625 Penalty: 3448.553467
	Iteration 23F: 3 clusters Score -102086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176238 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323200 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96048 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190020 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 469 members 
Entering Unmasked Estep 
Score: -183992080.000000 Penalty: 109879.187500
Splitting cluster 15 changes total score from -183993632.000000 to -183992080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -828031.937500 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -828031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -822122.812500 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -822122.8 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -823748.437500 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -823748.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -824054.187500 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -824054.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -824250.312500 Penalty: 4409.506836
	Iteration 3F: 3 clusters Score -824250.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -824405.000000 Penalty: 4409.506836
	Iteration 4Q: 3 clusters Score -824405 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -824517.812500 Penalty: 4409.506836
	Iteration 5Q: 3 clusters Score -824517.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -824620.000000 Penalty: 4409.506836
	Iteration 6Q: 3 clusters Score -824620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -824718.562500 Penalty: 4409.506836
	Iteration 7Q: 3 clusters Score -824718.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -824810.187500 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -824810.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -824898.250000 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -824898.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -824982.187500 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -824982.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -825073.187500 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -825073.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -825170.187500 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -825170.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -825284.312500 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -825284.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -825387.500000 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -825387.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -825507.187500 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -825507.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -825608.625000 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -825608.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -825692.812500 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -825692.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -825780.500000 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -825780.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -825874.187500 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -825874.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -825952.875000 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -825952.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -826009.625000 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -826009.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -826059.562500 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -826059.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -826098.875000 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -826098.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -826129.125000 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -826129.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -826156.937500 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -826156.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -826178.812500 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -826178.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -826194.375000 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -826194.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -826211.187500 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -826211.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -826229.562500 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -826229.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -826241.187500 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -826241.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -826265.375000 Penalty: 4409.506836
	Iteration 31Q: 3 clusters Score -826265.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -826289.812500 Penalty: 4409.506836
	Iteration 32Q: 3 clusters Score -826289.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -826305.687500 Penalty: 4409.506836
	Iteration 33Q: 3 clusters Score -826305.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -826333.625000 Penalty: 4409.506836
	Iteration 34Q: 3 clusters Score -826333.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -826365.687500 Penalty: 4409.506836
	Iteration 35Q: 3 clusters Score -826365.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -826410.437500 Penalty: 4409.506836
	Iteration 36Q: 3 clusters Score -826410.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -826463.937500 Penalty: 4409.506836
	Iteration 37Q: 3 clusters Score -826463.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -826505.750000 Penalty: 4409.506836
	Iteration 38Q: 3 clusters Score -826505.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -826549.062500 Penalty: 4409.506836
	Iteration 39Q: 3 clusters Score -826549.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -826579.125000 Penalty: 4409.506836
	Iteration 40F: 3 clusters Score -826579.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -826610.375000 Penalty: 4409.506836
	Iteration 41Q: 3 clusters Score -826610.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -826635.000000 Penalty: 4409.506836
	Iteration 42Q: 3 clusters Score -826635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -826645.625000 Penalty: 4409.506836
	Iteration 43Q: 3 clusters Score -826645.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -826663.187500 Penalty: 4409.506836
	Iteration 44Q: 3 clusters Score -826663.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -826674.250000 Penalty: 4409.506836
	Iteration 45Q: 3 clusters Score -826674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -826676.875000 Penalty: 4409.506836
	Iteration 46Q: 3 clusters Score -826676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -826678.312500 Penalty: 4409.506836
	Iteration 47Q: 3 clusters Score -826678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -826681.687500 Penalty: 4409.506836
	Iteration 48Q: 3 clusters Score -826681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -826683.750000 Penalty: 4409.506836
	Iteration 49Q: 3 clusters Score -826683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -826684.437500 Penalty: 4409.506836
	Iteration 50Q: 3 clusters Score -826684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -826687.187500 Penalty: 4409.506836
	Iteration 51Q: 3 clusters Score -826687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -826688.500000 Penalty: 4409.506836
	Iteration 52Q: 3 clusters Score -826688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -826690.687500 Penalty: 4409.506836
	Iteration 53Q: 3 clusters Score -826690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -826690.937500 Penalty: 4409.506836
	Iteration 54Q: 3 clusters Score -826690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -826691.312500 Penalty: 4409.506836
	Iteration 55Q: 3 clusters Score -826691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -826691.250000 Penalty: 4409.506836
	Iteration 56Q: 3 clusters Score -826691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -826693.250000 Penalty: 4409.506836
	Iteration 57Q: 3 clusters Score -826693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -826693.687500 Penalty: 4409.506836
	Iteration 58Q: 3 clusters Score -826693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -826694.000000 Penalty: 4409.506836
	Iteration 59Q: 3 clusters Score -826694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -826695.125000 Penalty: 4409.506836
	Iteration 60F: 3 clusters Score -826695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -826694.500000 Penalty: 4409.506836
	Iteration 61Q: 3 clusters Score -826694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -826694.062500 Penalty: 4409.506836
	Iteration 62Q: 3 clusters Score -826694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -826695.000000 Penalty: 4409.506836
	Iteration 63Q: 3 clusters Score -826695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -826695.000000 Penalty: 4409.506836
	Iteration 64F: 3 clusters Score -826695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321100 members 
Entering Unmasked Estep 
Score: -37522428.000000 Penalty: 3144.518066
	Iteration 0F: 2 clusters Score -3.752243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -37312772.000000 Penalty: 6289.036133
	Iteration 0F: 3 clusters Score -3.731277e+07 nChanged 155370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -37405224.000000 Penalty: 6289.036133
	Iteration 1F: 3 clusters Score -3.740522e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 172836 members 
Entering Unmasked Estep 
Score: -37407584.000000 Penalty: 6289.036133
	Iteration 2Q: 3 clusters Score -3.740758e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 179956 members 
Entering Unmasked Estep 
Score: -37411748.000000 Penalty: 6289.036133
	Iteration 3Q: 3 clusters Score -3.741175e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130956 members 
Mstep: Class 2 contains 190144 members 
Entering Unmasked Estep 
Score: -37418504.000000 Penalty: 6289.036133
	Iteration 4Q: 3 clusters Score -3.74185e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117332 members 
Mstep: Class 2 contains 203768 members 
Entering Unmasked Estep 
Score: -37429468.000000 Penalty: 6289.036133
	Iteration 5F: 3 clusters Score -3.742947e+07 nChanged 19778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 219704 members 
Entering Unmasked Estep 
Score: -37444652.000000 Penalty: 6289.036133
	Iteration 6F: 3 clusters Score -3.744465e+07 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 235096 members 
Entering Unmasked Estep 
Score: -37461604.000000 Penalty: 6289.036133
	Iteration 7F: 3 clusters Score -3.74616e+07 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 246705 members 
Entering Unmasked Estep 
Score: -37477744.000000 Penalty: 6289.036133
	Iteration 8F: 3 clusters Score -3.747774e+07 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 253666 members 
Entering Unmasked Estep 
Score: -37488404.000000 Penalty: 6289.036133
	Iteration 9F: 3 clusters Score -3.74884e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 257611 members 
Entering Unmasked Estep 
Score: -37493784.000000 Penalty: 6289.036133
	Iteration 10Q: 3 clusters Score -3.749378e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 260946 members 
Entering Unmasked Estep 
Score: -37496480.000000 Penalty: 6289.036133
	Iteration 11Q: 3 clusters Score -3.749648e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 264133 members 
Entering Unmasked Estep 
Score: -37497968.000000 Penalty: 6289.036133
	Iteration 12Q: 3 clusters Score -3.749797e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 267258 members 
Entering Unmasked Estep 
Score: -37499348.000000 Penalty: 6289.036133
	Iteration 13Q: 3 clusters Score -3.749935e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 270341 members 
Entering Unmasked Estep 
Score: -37500508.000000 Penalty: 6289.036133
	Iteration 14Q: 3 clusters Score -3.750051e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 273327 members 
Entering Unmasked Estep 
Score: -37501568.000000 Penalty: 6289.036133
	Iteration 15Q: 3 clusters Score -3.750157e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 276311 members 
Entering Unmasked Estep 
Score: -37502620.000000 Penalty: 6289.036133
	Iteration 16Q: 3 clusters Score -3.750262e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 279271 members 
Entering Unmasked Estep 
Score: -37503636.000000 Penalty: 6289.036133
	Iteration 17Q: 3 clusters Score -3.750364e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 282251 members 
Entering Unmasked Estep 
Score: -37504720.000000 Penalty: 6289.036133
	Iteration 18Q: 3 clusters Score -3.750472e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 285202 members 
Entering Unmasked Estep 
Score: -37505840.000000 Penalty: 6289.036133
	Iteration 19Q: 3 clusters Score -3.750584e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 288100 members 
Entering Unmasked Estep 
Score: -37506920.000000 Penalty: 6289.036133
	Iteration 20F: 3 clusters Score -3.750692e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 290913 members 
Entering Unmasked Estep 
Score: -37508012.000000 Penalty: 6289.036133
	Iteration 21Q: 3 clusters Score -3.750801e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 293620 members 
Entering Unmasked Estep 
Score: -37509316.000000 Penalty: 6289.036133
	Iteration 22Q: 3 clusters Score -3.750932e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 296246 members 
Entering Unmasked Estep 
Score: -37510652.000000 Penalty: 6289.036133
	Iteration 23Q: 3 clusters Score -3.751065e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 298785 members 
Entering Unmasked Estep 
Score: -37511972.000000 Penalty: 6289.036133
	Iteration 24Q: 3 clusters Score -3.751197e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 301172 members 
Entering Unmasked Estep 
Score: -37513152.000000 Penalty: 6289.036133
	Iteration 25Q: 3 clusters Score -3.751315e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 303456 members 
Entering Unmasked Estep 
Score: -37514208.000000 Penalty: 6289.036133
	Iteration 26Q: 3 clusters Score -3.751421e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 305579 members 
Entering Unmasked Estep 
Score: -37515448.000000 Penalty: 6289.036133
	Iteration 27Q: 3 clusters Score -3.751545e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 307673 members 
Entering Unmasked Estep 
Score: -37516580.000000 Penalty: 6289.036133
	Iteration 28Q: 3 clusters Score -3.751658e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 309639 members 
Entering Unmasked Estep 
Score: -37517592.000000 Penalty: 6289.036133
	Iteration 29Q: 3 clusters Score -3.751759e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 311449 members 
Entering Unmasked Estep 
Score: -37518304.000000 Penalty: 6289.036133
	Iteration 30Q: 3 clusters Score -3.75183e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 313074 members 
Entering Unmasked Estep 
Score: -37518648.000000 Penalty: 6289.036133
	Iteration 31Q: 3 clusters Score -3.751865e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 314492 members 
Entering Unmasked Estep 
Score: -37518876.000000 Penalty: 6289.036133
	Iteration 32Q: 3 clusters Score -3.751888e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 315680 members 
Entering Unmasked Estep 
Score: -37519056.000000 Penalty: 6289.036133
	Iteration 33Q: 3 clusters Score -3.751906e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 316689 members 
Entering Unmasked Estep 
Score: -37519304.000000 Penalty: 6289.036133
	Iteration 34Q: 3 clusters Score -3.75193e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 317549 members 
Entering Unmasked Estep 
Score: -37519364.000000 Penalty: 6289.036133
	Iteration 35Q: 3 clusters Score -3.751936e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 318211 members 
Entering Unmasked Estep 
Score: -37519504.000000 Penalty: 6289.036133
	Iteration 36Q: 3 clusters Score -3.75195e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 318753 members 
Entering Unmasked Estep 
Score: -37519604.000000 Penalty: 6289.036133
	Iteration 37Q: 3 clusters Score -3.75196e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 319135 members 
Entering Unmasked Estep 
Score: -37519724.000000 Penalty: 6289.036133
	Iteration 38Q: 3 clusters Score -3.751972e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 319412 members 
Entering Unmasked Estep 
Score: -37519752.000000 Penalty: 6289.036133
	Iteration 39Q: 3 clusters Score -3.751975e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 319635 members 
Entering Unmasked Estep 
Score: -37519768.000000 Penalty: 6289.036133
	Iteration 40F: 3 clusters Score -3.751977e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 319788 members 
Entering Unmasked Estep 
Score: -37519768.000000 Penalty: 6289.036133
	Iteration 41Q: 3 clusters Score -3.751977e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 319909 members 
Entering Unmasked Estep 
Score: -37519836.000000 Penalty: 6289.036133
	Iteration 42Q: 3 clusters Score -3.751984e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 319986 members 
Entering Unmasked Estep 
Score: -37519840.000000 Penalty: 6289.036133
	Iteration 43Q: 3 clusters Score -3.751984e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 320066 members 
Entering Unmasked Estep 
Score: -37519856.000000 Penalty: 6289.036133
	Iteration 44Q: 3 clusters Score -3.751986e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 320135 members 
Entering Unmasked Estep 
Score: -37519852.000000 Penalty: 6289.036133
	Iteration 45Q: 3 clusters Score -3.751985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 320192 members 
Entering Unmasked Estep 
Score: -37519876.000000 Penalty: 6289.036133
	Iteration 46Q: 3 clusters Score -3.751988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 320236 members 
Entering Unmasked Estep 
Score: -37519904.000000 Penalty: 6289.036133
	Iteration 47Q: 3 clusters Score -3.75199e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 320276 members 
Entering Unmasked Estep 
Score: -37519904.000000 Penalty: 6289.036133
	Iteration 48Q: 3 clusters Score -3.75199e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 320304 members 
Entering Unmasked Estep 
Score: -37519928.000000 Penalty: 6289.036133
	Iteration 49Q: 3 clusters Score -3.751993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 320325 members 
Entering Unmasked Estep 
Score: -37519908.000000 Penalty: 6289.036133
	Iteration 50Q: 3 clusters Score -3.751991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 320336 members 
Entering Unmasked Estep 
Score: -37519900.000000 Penalty: 6289.036133
	Iteration 51Q: 3 clusters Score -3.75199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 320343 members 
Entering Unmasked Estep 
Score: -37519920.000000 Penalty: 6289.036133
	Iteration 52Q: 3 clusters Score -3.751992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 320352 members 
Entering Unmasked Estep 
Score: -37519904.000000 Penalty: 6289.036133
	Iteration 53Q: 3 clusters Score -3.75199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 320361 members 
Entering Unmasked Estep 
Score: -37519940.000000 Penalty: 6289.036133
	Iteration 54Q: 3 clusters Score -3.751994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 320366 members 
Entering Unmasked Estep 
Score: -37519940.000000 Penalty: 6289.036133
	Iteration 55Q: 3 clusters Score -3.751994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 320371 members 
Entering Unmasked Estep 
Score: -37519940.000000 Penalty: 6289.036133
	Iteration 56Q: 3 clusters Score -3.751994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 320375 members 
Entering Unmasked Estep 
Score: -37519944.000000 Penalty: 6289.036133
	Iteration 57Q: 3 clusters Score -3.751994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 320379 members 
Entering Unmasked Estep 
Score: -37519948.000000 Penalty: 6289.036133
	Iteration 58Q: 3 clusters Score -3.751995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 320382 members 
Entering Unmasked Estep 
Score: -37519948.000000 Penalty: 6289.036133
	Iteration 59Q: 3 clusters Score -3.751995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 320385 members 
Entering Unmasked Estep 
Score: -37519944.000000 Penalty: 6289.036133
	Iteration 60F: 3 clusters Score -3.751994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 320386 members 
Entering Unmasked Estep 
Score: -37519964.000000 Penalty: 6289.036133
	Iteration 61Q: 3 clusters Score -3.751996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 320392 members 
Entering Unmasked Estep 
Score: -37519976.000000 Penalty: 6289.036133
	Iteration 62Q: 3 clusters Score -3.751998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 320397 members 
Entering Unmasked Estep 
Score: -37519968.000000 Penalty: 6289.036133
	Iteration 63Q: 3 clusters Score -3.751997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 320402 members 
Entering Unmasked Estep 
Score: -37519968.000000 Penalty: 6289.036133
	Iteration 64Q: 3 clusters Score -3.751997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 320405 members 
Entering Unmasked Estep 
Score: -37519952.000000 Penalty: 6289.036133
	Iteration 65Q: 3 clusters Score -3.751995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 320408 members 
Entering Unmasked Estep 
Score: -37519952.000000 Penalty: 6289.036133
	Iteration 66Q: 3 clusters Score -3.751995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 320409 members 
Entering Unmasked Estep 
Score: -37519944.000000 Penalty: 6289.036133
	Iteration 67Q: 3 clusters Score -3.751994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 320409 members 
Entering Unmasked Estep 
Score: -37519944.000000 Penalty: 6289.036133
	Iteration 68F: 3 clusters Score -3.751994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Entering Unmasked Estep 
Score: -9037497.000000 Penalty: 2798.229980
	Iteration 0F: 2 clusters Score -9037497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -8984224.000000 Penalty: 5596.459961
	Iteration 0F: 3 clusters Score -8984224 nChanged 37488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -9005213.000000 Penalty: 5596.459961
	Iteration 1F: 3 clusters Score -9005213 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -9005764.000000 Penalty: 5596.459961
	Iteration 2Q: 3 clusters Score -9005764 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9006286.000000 Penalty: 5596.459961
	Iteration 3Q: 3 clusters Score -9006286 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -9006900.000000 Penalty: 5596.459961
	Iteration 4Q: 3 clusters Score -9006900 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -9007599.000000 Penalty: 5596.459961
	Iteration 5Q: 3 clusters Score -9007599 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -9008631.000000 Penalty: 5596.459961
	Iteration 6Q: 3 clusters Score -9008631 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -9010244.000000 Penalty: 5596.459961
	Iteration 7Q: 3 clusters Score -9010244 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -9013035.000000 Penalty: 5596.459961
	Iteration 8F: 3 clusters Score -9013035 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -9017537.000000 Penalty: 5596.459961
	Iteration 9F: 3 clusters Score -9017537 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -9023371.000000 Penalty: 5596.459961
	Iteration 10F: 3 clusters Score -9023371 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -9028918.000000 Penalty: 5596.459961
	Iteration 11F: 3 clusters Score -9028918 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9032594.000000 Penalty: 5596.459961
	Iteration 12Q: 3 clusters Score -9032594 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9034163.000000 Penalty: 5596.459961
	Iteration 13Q: 3 clusters Score -9034163 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9034789.000000 Penalty: 5596.459961
	Iteration 14Q: 3 clusters Score -9034789 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9035010.000000 Penalty: 5596.459961
	Iteration 15Q: 3 clusters Score -9035010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9035144.000000 Penalty: 5596.459961
	Iteration 16Q: 3 clusters Score -9035144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9035200.000000 Penalty: 5596.459961
	Iteration 17Q: 3 clusters Score -9035200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9035236.000000 Penalty: 5596.459961
	Iteration 18Q: 3 clusters Score -9035236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9035276.000000 Penalty: 5596.459961
	Iteration 19Q: 3 clusters Score -9035276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9035306.000000 Penalty: 5596.459961
	Iteration 20F: 3 clusters Score -9035306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9035296.000000 Penalty: 5596.459961
	Iteration 21Q: 3 clusters Score -9035296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9035307.000000 Penalty: 5596.459961
	Iteration 22Q: 3 clusters Score -9035307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9035303.000000 Penalty: 5596.459961
	Iteration 23Q: 3 clusters Score -9035303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9035303.000000 Penalty: 5596.459961
	Iteration 24Q: 3 clusters Score -9035303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9035303.000000 Penalty: 5596.459961
	Iteration 25F: 3 clusters Score -9035303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Entering Unmasked Estep 
Score: -6044536.000000 Penalty: 2689.133301
	Iteration 0F: 2 clusters Score -6044536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -6010173.000000 Penalty: 5378.266602
	Iteration 0F: 3 clusters Score -6010173 nChanged 23613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -6023568.000000 Penalty: 5378.266602
	Iteration 1F: 3 clusters Score -6023568 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6024536.000000 Penalty: 5378.266602
	Iteration 2Q: 3 clusters Score -6024536 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -6025978.500000 Penalty: 5378.266602
	Iteration 3F: 3 clusters Score -6025978 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -6027935.500000 Penalty: 5378.266602
	Iteration 4F: 3 clusters Score -6027936 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6030723.500000 Penalty: 5378.266602
	Iteration 5F: 3 clusters Score -6030724 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -6033699.500000 Penalty: 5378.266602
	Iteration 6F: 3 clusters Score -6033700 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -6036100.000000 Penalty: 5378.266602
	Iteration 7F: 3 clusters Score -6036100 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -6037709.000000 Penalty: 5378.266602
	Iteration 8Q: 3 clusters Score -6037709 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -6038601.000000 Penalty: 5378.266602
	Iteration 9Q: 3 clusters Score -6038601 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -6039162.000000 Penalty: 5378.266602
	Iteration 10Q: 3 clusters Score -6039162 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -6039598.000000 Penalty: 5378.266602
	Iteration 11Q: 3 clusters Score -6039598 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -6039926.500000 Penalty: 5378.266602
	Iteration 12Q: 3 clusters Score -6039926 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -6040231.000000 Penalty: 5378.266602
	Iteration 13Q: 3 clusters Score -6040231 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6040512.000000 Penalty: 5378.266602
	Iteration 14Q: 3 clusters Score -6040512 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6040782.000000 Penalty: 5378.266602
	Iteration 15Q: 3 clusters Score -6040782 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -6041008.000000 Penalty: 5378.266602
	Iteration 16Q: 3 clusters Score -6041008 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6041244.000000 Penalty: 5378.266602
	Iteration 17Q: 3 clusters Score -6041244 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -6041470.000000 Penalty: 5378.266602
	Iteration 18Q: 3 clusters Score -6041470 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6041630.500000 Penalty: 5378.266602
	Iteration 19Q: 3 clusters Score -6041630 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6041778.000000 Penalty: 5378.266602
	Iteration 20F: 3 clusters Score -6041778 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6041887.500000 Penalty: 5378.266602
	Iteration 21Q: 3 clusters Score -6041888 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -6042012.500000 Penalty: 5378.266602
	Iteration 22Q: 3 clusters Score -6042012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6042069.500000 Penalty: 5378.266602
	Iteration 23Q: 3 clusters Score -6042070 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6042174.500000 Penalty: 5378.266602
	Iteration 24Q: 3 clusters Score -6042174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -6042266.500000 Penalty: 5378.266602
	Iteration 25Q: 3 clusters Score -6042266 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6042312.000000 Penalty: 5378.266602
	Iteration 26Q: 3 clusters Score -6042312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -6042349.000000 Penalty: 5378.266602
	Iteration 27Q: 3 clusters Score -6042349 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6042389.000000 Penalty: 5378.266602
	Iteration 28Q: 3 clusters Score -6042389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -6042443.000000 Penalty: 5378.266602
	Iteration 29Q: 3 clusters Score -6042443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -6042463.500000 Penalty: 5378.266602
	Iteration 30Q: 3 clusters Score -6042464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6042489.000000 Penalty: 5378.266602
	Iteration 31Q: 3 clusters Score -6042489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6042525.000000 Penalty: 5378.266602
	Iteration 32Q: 3 clusters Score -6042525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -6042567.500000 Penalty: 5378.266602
	Iteration 33Q: 3 clusters Score -6042568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -6042596.000000 Penalty: 5378.266602
	Iteration 34Q: 3 clusters Score -6042596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -6042608.000000 Penalty: 5378.266602
	Iteration 35Q: 3 clusters Score -6042608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -6042616.000000 Penalty: 5378.266602
	Iteration 36Q: 3 clusters Score -6042616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6042633.000000 Penalty: 5378.266602
	Iteration 37Q: 3 clusters Score -6042633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6042633.500000 Penalty: 5378.266602
	Iteration 38Q: 3 clusters Score -6042634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -6042649.000000 Penalty: 5378.266602
	Iteration 39Q: 3 clusters Score -6042649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6042648.500000 Penalty: 5378.266602
	Iteration 40F: 3 clusters Score -6042648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -6042664.500000 Penalty: 5378.266602
	Iteration 41Q: 3 clusters Score -6042664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6042687.000000 Penalty: 5378.266602
	Iteration 42Q: 3 clusters Score -6042687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6042696.000000 Penalty: 5378.266602
	Iteration 43Q: 3 clusters Score -6042696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6042700.000000 Penalty: 5378.266602
	Iteration 44Q: 3 clusters Score -6042700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -6042689.500000 Penalty: 5378.266602
	Iteration 45Q: 3 clusters Score -6042690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6042694.500000 Penalty: 5378.266602
	Iteration 46Q: 3 clusters Score -6042694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -6042703.500000 Penalty: 5378.266602
	Iteration 47Q: 3 clusters Score -6042704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -6042704.000000 Penalty: 5378.266602
	Iteration 48Q: 3 clusters Score -6042704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6042705.000000 Penalty: 5378.266602
	Iteration 49Q: 3 clusters Score -6042705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6042710.000000 Penalty: 5378.266602
	Iteration 50Q: 3 clusters Score -6042710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6042711.000000 Penalty: 5378.266602
	Iteration 51Q: 3 clusters Score -6042711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -6042705.500000 Penalty: 5378.266602
	Iteration 52Q: 3 clusters Score -6042706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -6042701.000000 Penalty: 5378.266602
	Iteration 53Q: 3 clusters Score -6042701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -6042706.500000 Penalty: 5378.266602
	Iteration 54Q: 3 clusters Score -6042706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6042708.500000 Penalty: 5378.266602
	Iteration 55Q: 3 clusters Score -6042708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -6042716.500000 Penalty: 5378.266602
	Iteration 56Q: 3 clusters Score -6042716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6042715.000000 Penalty: 5378.266602
	Iteration 57Q: 3 clusters Score -6042715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6042715.000000 Penalty: 5378.266602
	Iteration 58F: 3 clusters Score -6042715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (96048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Entering Unmasked Estep 
Score: -11331785.000000 Penalty: 2845.205811
	Iteration 0F: 2 clusters Score -1.133178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -11267479.000000 Penalty: 5690.411621
	Iteration 0F: 3 clusters Score -1.126748e+07 nChanged 45334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -11293375.000000 Penalty: 5690.411621
	Iteration 1F: 3 clusters Score -1.129338e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -11294366.000000 Penalty: 5690.411621
	Iteration 2Q: 3 clusters Score -1.129437e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -11295446.000000 Penalty: 5690.411621
	Iteration 3Q: 3 clusters Score -1.129545e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -11296854.000000 Penalty: 5690.411621
	Iteration 4Q: 3 clusters Score -1.129685e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -11298648.000000 Penalty: 5690.411621
	Iteration 5Q: 3 clusters Score -1.129865e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -11301465.000000 Penalty: 5690.411621
	Iteration 6F: 3 clusters Score -1.130146e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -11305435.000000 Penalty: 5690.411621
	Iteration 7F: 3 clusters Score -1.130544e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -11310785.000000 Penalty: 5690.411621
	Iteration 8F: 3 clusters Score -1.131078e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -11316823.000000 Penalty: 5690.411621
	Iteration 9F: 3 clusters Score -1.131682e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -11321689.000000 Penalty: 5690.411621
	Iteration 10Q: 3 clusters Score -1.132169e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -11324570.000000 Penalty: 5690.411621
	Iteration 11Q: 3 clusters Score -1.132457e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -11325942.000000 Penalty: 5690.411621
	Iteration 12Q: 3 clusters Score -1.132594e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -11326680.000000 Penalty: 5690.411621
	Iteration 13Q: 3 clusters Score -1.132668e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -11327183.000000 Penalty: 5690.411621
	Iteration 14Q: 3 clusters Score -1.132718e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -11327502.000000 Penalty: 5690.411621
	Iteration 15Q: 3 clusters Score -1.13275e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -11327724.000000 Penalty: 5690.411621
	Iteration 16Q: 3 clusters Score -1.132772e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -11327950.000000 Penalty: 5690.411621
	Iteration 17Q: 3 clusters Score -1.132795e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -11328141.000000 Penalty: 5690.411621
	Iteration 18Q: 3 clusters Score -1.132814e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -11328280.000000 Penalty: 5690.411621
	Iteration 19Q: 3 clusters Score -1.132828e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -11328445.000000 Penalty: 5690.411621
	Iteration 20F: 3 clusters Score -1.132844e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -11328591.000000 Penalty: 5690.411621
	Iteration 21Q: 3 clusters Score -1.132859e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -11328694.000000 Penalty: 5690.411621
	Iteration 22Q: 3 clusters Score -1.132869e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -11328735.000000 Penalty: 5690.411621
	Iteration 23Q: 3 clusters Score -1.132874e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -11328806.000000 Penalty: 5690.411621
	Iteration 24Q: 3 clusters Score -1.132881e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -11328908.000000 Penalty: 5690.411621
	Iteration 25Q: 3 clusters Score -1.132891e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -11328999.000000 Penalty: 5690.411621
	Iteration 26Q: 3 clusters Score -1.1329e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -11329064.000000 Penalty: 5690.411621
	Iteration 27Q: 3 clusters Score -1.132906e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91443 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -11329097.000000 Penalty: 5690.411621
	Iteration 28Q: 3 clusters Score -1.13291e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -11329150.000000 Penalty: 5690.411621
	Iteration 29Q: 3 clusters Score -1.132915e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -11329163.000000 Penalty: 5690.411621
	Iteration 30Q: 3 clusters Score -1.132916e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -11329230.000000 Penalty: 5690.411621
	Iteration 31Q: 3 clusters Score -1.132923e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -11329282.000000 Penalty: 5690.411621
	Iteration 32Q: 3 clusters Score -1.132928e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -11329309.000000 Penalty: 5690.411621
	Iteration 33Q: 3 clusters Score -1.132931e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -11329325.000000 Penalty: 5690.411621
	Iteration 34Q: 3 clusters Score -1.132932e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11329330.000000 Penalty: 5690.411621
	Iteration 35Q: 3 clusters Score -1.132933e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -11329335.000000 Penalty: 5690.411621
	Iteration 36Q: 3 clusters Score -1.132934e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -11329372.000000 Penalty: 5690.411621
	Iteration 37Q: 3 clusters Score -1.132937e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -11329390.000000 Penalty: 5690.411621
	Iteration 38Q: 3 clusters Score -1.132939e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -11329414.000000 Penalty: 5690.411621
	Iteration 39Q: 3 clusters Score -1.132941e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -11329414.000000 Penalty: 5690.411621
	Iteration 40F: 3 clusters Score -1.132941e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11329427.000000 Penalty: 5690.411621
	Iteration 41Q: 3 clusters Score -1.132943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11329430.000000 Penalty: 5690.411621
	Iteration 42Q: 3 clusters Score -1.132943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -11329455.000000 Penalty: 5690.411621
	Iteration 43Q: 3 clusters Score -1.132946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11329475.000000 Penalty: 5690.411621
	Iteration 44Q: 3 clusters Score -1.132948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -11329451.000000 Penalty: 5690.411621
	Iteration 45Q: 3 clusters Score -1.132945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11329456.000000 Penalty: 5690.411621
	Iteration 46Q: 3 clusters Score -1.132946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -11329452.000000 Penalty: 5690.411621
	Iteration 47Q: 3 clusters Score -1.132945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -11329466.000000 Penalty: 5690.411621
	Iteration 48Q: 3 clusters Score -1.132947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -11329459.000000 Penalty: 5690.411621
	Iteration 49Q: 3 clusters Score -1.132946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -11329467.000000 Penalty: 5690.411621
	Iteration 50Q: 3 clusters Score -1.132947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11329467.000000 Penalty: 5690.411621
	Iteration 51Q: 3 clusters Score -1.132947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -11329496.000000 Penalty: 5690.411621
	Iteration 52Q: 3 clusters Score -1.13295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -11329488.000000 Penalty: 5690.411621
	Iteration 53Q: 3 clusters Score -1.132949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -11329488.000000 Penalty: 5690.411621
	Iteration 54Q: 3 clusters Score -1.132949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -11329490.000000 Penalty: 5690.411621
	Iteration 55Q: 3 clusters Score -1.132949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -11329510.000000 Penalty: 5690.411621
	Iteration 56Q: 3 clusters Score -1.132951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -11329500.000000 Penalty: 5690.411621
	Iteration 57Q: 3 clusters Score -1.13295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -11329489.000000 Penalty: 5690.411621
	Iteration 58Q: 3 clusters Score -1.132949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -11329506.000000 Penalty: 5690.411621
	Iteration 59Q: 3 clusters Score -1.132951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -11329508.000000 Penalty: 5690.411621
	Iteration 60F: 3 clusters Score -1.132951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11329512.000000 Penalty: 5690.411621
	Iteration 61Q: 3 clusters Score -1.132951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11329511.000000 Penalty: 5690.411621
	Iteration 62Q: 3 clusters Score -1.132951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -11329508.000000 Penalty: 5690.411621
	Iteration 63Q: 3 clusters Score -1.132951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -11329510.000000 Penalty: 5690.411621
	Iteration 64Q: 3 clusters Score -1.132951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -11329515.000000 Penalty: 5690.411621
	Iteration 65Q: 3 clusters Score -1.132952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -11329499.000000 Penalty: 5690.411621
	Iteration 66Q: 3 clusters Score -1.13295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -11329493.000000 Penalty: 5690.411621
	Iteration 67Q: 3 clusters Score -1.132949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -11329496.000000 Penalty: 5690.411621
	Iteration 68Q: 3 clusters Score -1.13295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -11329493.000000 Penalty: 5690.411621
	Iteration 69Q: 3 clusters Score -1.132949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -11329493.000000 Penalty: 5690.411621
	Iteration 70F: 3 clusters Score -1.132949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Entering Unmasked Estep 
Score: -10830963.000000 Penalty: 2834.087158
	Iteration 0F: 2 clusters Score -1.083096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -10769676.000000 Penalty: 5668.174316
	Iteration 0F: 3 clusters Score -1.076968e+07 nChanged 43242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -10794144.000000 Penalty: 5668.174316
	Iteration 1F: 3 clusters Score -1.079414e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -10795064.000000 Penalty: 5668.174316
	Iteration 2Q: 3 clusters Score -1.079506e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -10796188.000000 Penalty: 5668.174316
	Iteration 3Q: 3 clusters Score -1.079619e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -10797497.000000 Penalty: 5668.174316
	Iteration 4Q: 3 clusters Score -1.07975e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -10799358.000000 Penalty: 5668.174316
	Iteration 5Q: 3 clusters Score -1.079936e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -10801817.000000 Penalty: 5668.174316
	Iteration 6Q: 3 clusters Score -1.080182e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -10805169.000000 Penalty: 5668.174316
	Iteration 7F: 3 clusters Score -1.080517e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -10809451.000000 Penalty: 5668.174316
	Iteration 8F: 3 clusters Score -1.080945e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -10814333.000000 Penalty: 5668.174316
	Iteration 9F: 3 clusters Score -1.081433e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -10818762.000000 Penalty: 5668.174316
	Iteration 10F: 3 clusters Score -1.081876e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -10821635.000000 Penalty: 5668.174316
	Iteration 11Q: 3 clusters Score -1.082164e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -10823095.000000 Penalty: 5668.174316
	Iteration 12Q: 3 clusters Score -1.08231e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -10823828.000000 Penalty: 5668.174316
	Iteration 13Q: 3 clusters Score -1.082383e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -10824296.000000 Penalty: 5668.174316
	Iteration 14Q: 3 clusters Score -1.08243e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -10824681.000000 Penalty: 5668.174316
	Iteration 15Q: 3 clusters Score -1.082468e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -10824946.000000 Penalty: 5668.174316
	Iteration 16Q: 3 clusters Score -1.082495e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -10825177.000000 Penalty: 5668.174316
	Iteration 17Q: 3 clusters Score -1.082518e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -10825342.000000 Penalty: 5668.174316
	Iteration 18Q: 3 clusters Score -1.082534e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -10825527.000000 Penalty: 5668.174316
	Iteration 19Q: 3 clusters Score -1.082553e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -10825697.000000 Penalty: 5668.174316
	Iteration 20F: 3 clusters Score -1.08257e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -10825824.000000 Penalty: 5668.174316
	Iteration 21Q: 3 clusters Score -1.082582e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -10825945.000000 Penalty: 5668.174316
	Iteration 22Q: 3 clusters Score -1.082594e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -10826064.000000 Penalty: 5668.174316
	Iteration 23Q: 3 clusters Score -1.082606e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -10826198.000000 Penalty: 5668.174316
	Iteration 24Q: 3 clusters Score -1.08262e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -10826290.000000 Penalty: 5668.174316
	Iteration 25Q: 3 clusters Score -1.082629e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -10826452.000000 Penalty: 5668.174316
	Iteration 26Q: 3 clusters Score -1.082645e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -10826521.000000 Penalty: 5668.174316
	Iteration 27Q: 3 clusters Score -1.082652e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -10826617.000000 Penalty: 5668.174316
	Iteration 28Q: 3 clusters Score -1.082662e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -10826698.000000 Penalty: 5668.174316
	Iteration 29Q: 3 clusters Score -1.08267e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -10826789.000000 Penalty: 5668.174316
	Iteration 30Q: 3 clusters Score -1.082679e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -10826857.000000 Penalty: 5668.174316
	Iteration 31Q: 3 clusters Score -1.082686e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -10826974.000000 Penalty: 5668.174316
	Iteration 32Q: 3 clusters Score -1.082697e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -10827037.000000 Penalty: 5668.174316
	Iteration 33Q: 3 clusters Score -1.082704e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -10827077.000000 Penalty: 5668.174316
	Iteration 34Q: 3 clusters Score -1.082708e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -10827176.000000 Penalty: 5668.174316
	Iteration 35Q: 3 clusters Score -1.082718e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -10827215.000000 Penalty: 5668.174316
	Iteration 36Q: 3 clusters Score -1.082722e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -10827289.000000 Penalty: 5668.174316
	Iteration 37Q: 3 clusters Score -1.082729e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -10827316.000000 Penalty: 5668.174316
	Iteration 38Q: 3 clusters Score -1.082732e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -10827389.000000 Penalty: 5668.174316
	Iteration 39Q: 3 clusters Score -1.082739e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -10827445.000000 Penalty: 5668.174316
	Iteration 40F: 3 clusters Score -1.082744e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -10827564.000000 Penalty: 5668.174316
	Iteration 41Q: 3 clusters Score -1.082756e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -10827671.000000 Penalty: 5668.174316
	Iteration 42Q: 3 clusters Score -1.082767e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -10827750.000000 Penalty: 5668.174316
	Iteration 43Q: 3 clusters Score -1.082775e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -10827822.000000 Penalty: 5668.174316
	Iteration 44Q: 3 clusters Score -1.082782e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -10827879.000000 Penalty: 5668.174316
	Iteration 45Q: 3 clusters Score -1.082788e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -10827945.000000 Penalty: 5668.174316
	Iteration 46Q: 3 clusters Score -1.082794e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -10827965.000000 Penalty: 5668.174316
	Iteration 47Q: 3 clusters Score -1.082796e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -10828014.000000 Penalty: 5668.174316
	Iteration 48Q: 3 clusters Score -1.082801e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -10828059.000000 Penalty: 5668.174316
	Iteration 49Q: 3 clusters Score -1.082806e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -10828123.000000 Penalty: 5668.174316
	Iteration 50Q: 3 clusters Score -1.082812e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10828147.000000 Penalty: 5668.174316
	Iteration 51Q: 3 clusters Score -1.082815e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -10828171.000000 Penalty: 5668.174316
	Iteration 52Q: 3 clusters Score -1.082817e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10828221.000000 Penalty: 5668.174316
	Iteration 53Q: 3 clusters Score -1.082822e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10828266.000000 Penalty: 5668.174316
	Iteration 54Q: 3 clusters Score -1.082827e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -10828314.000000 Penalty: 5668.174316
	Iteration 55Q: 3 clusters Score -1.082831e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -10828323.000000 Penalty: 5668.174316
	Iteration 56Q: 3 clusters Score -1.082832e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -10828360.000000 Penalty: 5668.174316
	Iteration 57Q: 3 clusters Score -1.082836e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -10828407.000000 Penalty: 5668.174316
	Iteration 58Q: 3 clusters Score -1.082841e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -10828437.000000 Penalty: 5668.174316
	Iteration 59Q: 3 clusters Score -1.082844e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10828448.000000 Penalty: 5668.174316
	Iteration 60F: 3 clusters Score -1.082845e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10828460.000000 Penalty: 5668.174316
	Iteration 61Q: 3 clusters Score -1.082846e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -10828480.000000 Penalty: 5668.174316
	Iteration 62Q: 3 clusters Score -1.082848e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10828493.000000 Penalty: 5668.174316
	Iteration 63Q: 3 clusters Score -1.082849e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -10828495.000000 Penalty: 5668.174316
	Iteration 64Q: 3 clusters Score -1.08285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -10828520.000000 Penalty: 5668.174316
	Iteration 65Q: 3 clusters Score -1.082852e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -10828536.000000 Penalty: 5668.174316
	Iteration 66Q: 3 clusters Score -1.082854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -10828542.000000 Penalty: 5668.174316
	Iteration 67Q: 3 clusters Score -1.082854e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10828572.000000 Penalty: 5668.174316
	Iteration 68Q: 3 clusters Score -1.082857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -10828578.000000 Penalty: 5668.174316
	Iteration 69Q: 3 clusters Score -1.082858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -10828584.000000 Penalty: 5668.174316
	Iteration 70Q: 3 clusters Score -1.082858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -10828582.000000 Penalty: 5668.174316
	Iteration 71Q: 3 clusters Score -1.082858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -10828584.000000 Penalty: 5668.174316
	Iteration 72Q: 3 clusters Score -1.082858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -10828580.000000 Penalty: 5668.174316
	Iteration 73Q: 3 clusters Score -1.082858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10828605.000000 Penalty: 5668.174316
	Iteration 74Q: 3 clusters Score -1.08286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10828603.000000 Penalty: 5668.174316
	Iteration 75Q: 3 clusters Score -1.08286e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10828626.000000 Penalty: 5668.174316
	Iteration 76Q: 3 clusters Score -1.082863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10828618.000000 Penalty: 5668.174316
	Iteration 77Q: 3 clusters Score -1.082862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10828612.000000 Penalty: 5668.174316
	Iteration 78Q: 3 clusters Score -1.082861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10828615.000000 Penalty: 5668.174316
	Iteration 79Q: 3 clusters Score -1.082862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10828625.000000 Penalty: 5668.174316
	Iteration 80F: 3 clusters Score -1.082862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -10828622.000000 Penalty: 5668.174316
	Iteration 81Q: 3 clusters Score -1.082862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10828626.000000 Penalty: 5668.174316
	Iteration 82Q: 3 clusters Score -1.082863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -10828617.000000 Penalty: 5668.174316
	Iteration 83Q: 3 clusters Score -1.082862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -10828629.000000 Penalty: 5668.174316
	Iteration 84Q: 3 clusters Score -1.082863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10828635.000000 Penalty: 5668.174316
	Iteration 85Q: 3 clusters Score -1.082864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10828653.000000 Penalty: 5668.174316
	Iteration 86Q: 3 clusters Score -1.082865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10828654.000000 Penalty: 5668.174316
	Iteration 87Q: 3 clusters Score -1.082865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10828662.000000 Penalty: 5668.174316
	Iteration 88Q: 3 clusters Score -1.082866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10828664.000000 Penalty: 5668.174316
	Iteration 89Q: 3 clusters Score -1.082866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -10828677.000000 Penalty: 5668.174316
	Iteration 90Q: 3 clusters Score -1.082868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10828675.000000 Penalty: 5668.174316
	Iteration 91Q: 3 clusters Score -1.082868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10828682.000000 Penalty: 5668.174316
	Iteration 92Q: 3 clusters Score -1.082868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -10828676.000000 Penalty: 5668.174316
	Iteration 93Q: 3 clusters Score -1.082868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10828665.000000 Penalty: 5668.174316
	Iteration 94Q: 3 clusters Score -1.082866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10828684.000000 Penalty: 5668.174316
	Iteration 95Q: 3 clusters Score -1.082868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10828684.000000 Penalty: 5668.174316
	Iteration 96Q: 3 clusters Score -1.082868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10828692.000000 Penalty: 5668.174316
	Iteration 97Q: 3 clusters Score -1.082869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10828686.000000 Penalty: 5668.174316
	Iteration 98Q: 3 clusters Score -1.082869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -10828696.000000 Penalty: 5668.174316
	Iteration 99Q: 3 clusters Score -1.08287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10828697.000000 Penalty: 5668.174316
	Iteration 100F: 3 clusters Score -1.08287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10828709.000000 Penalty: 5668.174316
	Iteration 101Q: 3 clusters Score -1.082871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -10828714.000000 Penalty: 5668.174316
	Iteration 102Q: 3 clusters Score -1.082871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -10828724.000000 Penalty: 5668.174316
	Iteration 103Q: 3 clusters Score -1.082872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10828723.000000 Penalty: 5668.174316
	Iteration 104Q: 3 clusters Score -1.082872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10828730.000000 Penalty: 5668.174316
	Iteration 105Q: 3 clusters Score -1.082873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10828720.000000 Penalty: 5668.174316
	Iteration 106Q: 3 clusters Score -1.082872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -10828721.000000 Penalty: 5668.174316
	Iteration 107Q: 3 clusters Score -1.082872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10828711.000000 Penalty: 5668.174316
	Iteration 108Q: 3 clusters Score -1.082871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10828719.000000 Penalty: 5668.174316
	Iteration 109Q: 3 clusters Score -1.082872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10828740.000000 Penalty: 5668.174316
	Iteration 110Q: 3 clusters Score -1.082874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10828735.000000 Penalty: 5668.174316
	Iteration 111Q: 3 clusters Score -1.082874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10828726.000000 Penalty: 5668.174316
	Iteration 112Q: 3 clusters Score -1.082873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89706 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -10828727.000000 Penalty: 5668.174316
	Iteration 113Q: 3 clusters Score -1.082873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -10828717.000000 Penalty: 5668.174316
	Iteration 114Q: 3 clusters Score -1.082872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10828727.000000 Penalty: 5668.174316
	Iteration 115Q: 3 clusters Score -1.082873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10828720.000000 Penalty: 5668.174316
	Iteration 116Q: 3 clusters Score -1.082872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10828729.000000 Penalty: 5668.174316
	Iteration 117Q: 3 clusters Score -1.082873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10828724.000000 Penalty: 5668.174316
	Iteration 118Q: 3 clusters Score -1.082872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10828730.000000 Penalty: 5668.174316
	Iteration 119Q: 3 clusters Score -1.082873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10828737.000000 Penalty: 5668.174316
	Iteration 120F: 3 clusters Score -1.082874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10828745.000000 Penalty: 5668.174316
	Iteration 121Q: 3 clusters Score -1.082874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10828740.000000 Penalty: 5668.174316
	Iteration 122Q: 3 clusters Score -1.082874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10828740.000000 Penalty: 5668.174316
	Iteration 123Q: 3 clusters Score -1.082874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10828745.000000 Penalty: 5668.174316
	Iteration 124Q: 3 clusters Score -1.082874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -10828747.000000 Penalty: 5668.174316
	Iteration 125Q: 3 clusters Score -1.082875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10828746.000000 Penalty: 5668.174316
	Iteration 126Q: 3 clusters Score -1.082875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10828755.000000 Penalty: 5668.174316
	Iteration 127Q: 3 clusters Score -1.082876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10828738.000000 Penalty: 5668.174316
	Iteration 128Q: 3 clusters Score -1.082874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10828742.000000 Penalty: 5668.174316
	Iteration 129Q: 3 clusters Score -1.082874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10828758.000000 Penalty: 5668.174316
	Iteration 130Q: 3 clusters Score -1.082876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -10828762.000000 Penalty: 5668.174316
	Iteration 131Q: 3 clusters Score -1.082876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10828758.000000 Penalty: 5668.174316
	Iteration 132Q: 3 clusters Score -1.082876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10828755.000000 Penalty: 5668.174316
	Iteration 133Q: 3 clusters Score -1.082876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10828754.000000 Penalty: 5668.174316
	Iteration 134Q: 3 clusters Score -1.082875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10828764.000000 Penalty: 5668.174316
	Iteration 135Q: 3 clusters Score -1.082876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10828760.000000 Penalty: 5668.174316
	Iteration 136Q: 3 clusters Score -1.082876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10828746.000000 Penalty: 5668.174316
	Iteration 137Q: 3 clusters Score -1.082875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10828750.000000 Penalty: 5668.174316
	Iteration 138Q: 3 clusters Score -1.082875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -10828761.000000 Penalty: 5668.174316
	Iteration 139Q: 3 clusters Score -1.082876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -10828757.000000 Penalty: 5668.174316
	Iteration 140F: 3 clusters Score -1.082876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -10828762.000000 Penalty: 5668.174316
	Iteration 141Q: 3 clusters Score -1.082876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10828764.000000 Penalty: 5668.174316
	Iteration 142Q: 3 clusters Score -1.082876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10828762.000000 Penalty: 5668.174316
	Iteration 143Q: 3 clusters Score -1.082876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10828779.000000 Penalty: 5668.174316
	Iteration 144Q: 3 clusters Score -1.082878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10828769.000000 Penalty: 5668.174316
	Iteration 145Q: 3 clusters Score -1.082877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10828773.000000 Penalty: 5668.174316
	Iteration 146Q: 3 clusters Score -1.082877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10828776.000000 Penalty: 5668.174316
	Iteration 147Q: 3 clusters Score -1.082878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10828771.000000 Penalty: 5668.174316
	Iteration 148Q: 3 clusters Score -1.082877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10828773.000000 Penalty: 5668.174316
	Iteration 149Q: 3 clusters Score -1.082877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10828776.000000 Penalty: 5668.174316
	Iteration 150Q: 3 clusters Score -1.082878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10828778.000000 Penalty: 5668.174316
	Iteration 151Q: 3 clusters Score -1.082878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10828779.000000 Penalty: 5668.174316
	Iteration 152Q: 3 clusters Score -1.082878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10828791.000000 Penalty: 5668.174316
	Iteration 153Q: 3 clusters Score -1.082879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10828784.000000 Penalty: 5668.174316
	Iteration 154Q: 3 clusters Score -1.082878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89964 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -10828783.000000 Penalty: 5668.174316
	Iteration 155Q: 3 clusters Score -1.082878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10828787.000000 Penalty: 5668.174316
	Iteration 156Q: 3 clusters Score -1.082879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10828791.000000 Penalty: 5668.174316
	Iteration 157Q: 3 clusters Score -1.082879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10828800.000000 Penalty: 5668.174316
	Iteration 158Q: 3 clusters Score -1.08288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10828791.000000 Penalty: 5668.174316
	Iteration 159Q: 3 clusters Score -1.082879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10828791.000000 Penalty: 5668.174316
	Iteration 160F: 3 clusters Score -1.082879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10828796.000000 Penalty: 5668.174316
	Iteration 161Q: 3 clusters Score -1.08288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10828793.000000 Penalty: 5668.174316
	Iteration 162Q: 3 clusters Score -1.082879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10828791.000000 Penalty: 5668.174316
	Iteration 163Q: 3 clusters Score -1.082879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10828786.000000 Penalty: 5668.174316
	Iteration 164Q: 3 clusters Score -1.082879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10828786.000000 Penalty: 5668.174316
	Iteration 165F: 3 clusters Score -1.082879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -535037.875000 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -535037.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -530641.625000 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -530641.6 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -531743.437500 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -531743.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -532062.250000 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -532062.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -532342.000000 Penalty: 4197.308105
	Iteration 3F: 3 clusters Score -532342 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -532618.812500 Penalty: 4197.308105
	Iteration 4F: 3 clusters Score -532618.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -532876.687500 Penalty: 4197.308105
	Iteration 5F: 3 clusters Score -532876.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -533191.125000 Penalty: 4197.308105
	Iteration 6F: 3 clusters Score -533191.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -533638.437500 Penalty: 4197.308105
	Iteration 7F: 3 clusters Score -533638.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -534287.250000 Penalty: 4197.308105
	Iteration 8F: 3 clusters Score -534287.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -534974.312500 Penalty: 4197.308105
	Iteration 9F: 3 clusters Score -534974.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -535344.812500 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -535344.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -535490.250000 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -535490.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -535559.625000 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -535559.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -535590.375000 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -535590.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -535606.875000 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -535606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -535609.875000 Penalty: 4197.308105
	Iteration 15Q: 3 clusters Score -535609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -535613.437500 Penalty: 4197.308105
	Iteration 16Q: 3 clusters Score -535613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -535614.750000 Penalty: 4197.308105
	Iteration 17Q: 3 clusters Score -535614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -535615.250000 Penalty: 4197.308105
	Iteration 18Q: 3 clusters Score -535615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -535614.562500 Penalty: 4197.308105
	Iteration 19Q: 3 clusters Score -535614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -535614.562500 Penalty: 4197.308105
	Iteration 20F: 3 clusters Score -535614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176238 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323200 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96048 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190020 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 2782 members 
Entering Unmasked Estep 
Score: -183992720.000000 Penalty: 109879.187500
Splitting cluster 22 changes total score from -183993632.000000 to -183992720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -1012258.500000 Penalty: 2246.356201
	Iteration 0F: 2 clusters Score -1012258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1005453.250000 Penalty: 4492.712402
	Iteration 0F: 3 clusters Score -1005453 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1007332.437500 Penalty: 4492.712402
	Iteration 1F: 3 clusters Score -1007332 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1007605.562500 Penalty: 4492.712402
	Iteration 2F: 3 clusters Score -1007606 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1007776.000000 Penalty: 4492.712402
	Iteration 3Q: 3 clusters Score -1007776 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1007895.750000 Penalty: 4492.712402
	Iteration 4Q: 3 clusters Score -1007896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1007981.375000 Penalty: 4492.712402
	Iteration 5Q: 3 clusters Score -1007981 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1008054.687500 Penalty: 4492.712402
	Iteration 6Q: 3 clusters Score -1008055 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1008109.687500 Penalty: 4492.712402
	Iteration 7Q: 3 clusters Score -1008110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1008166.062500 Penalty: 4492.712402
	Iteration 8Q: 3 clusters Score -1008166 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1008217.250000 Penalty: 4492.712402
	Iteration 9Q: 3 clusters Score -1008217 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1008266.937500 Penalty: 4492.712402
	Iteration 10Q: 3 clusters Score -1008267 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1008328.187500 Penalty: 4492.712402
	Iteration 11Q: 3 clusters Score -1008328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1008385.000000 Penalty: 4492.712402
	Iteration 12Q: 3 clusters Score -1008385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1008445.687500 Penalty: 4492.712402
	Iteration 13Q: 3 clusters Score -1008446 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1008500.312500 Penalty: 4492.712402
	Iteration 14Q: 3 clusters Score -1008500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1008547.062500 Penalty: 4492.712402
	Iteration 15Q: 3 clusters Score -1008547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1008607.750000 Penalty: 4492.712402
	Iteration 16Q: 3 clusters Score -1008608 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1008681.812500 Penalty: 4492.712402
	Iteration 17Q: 3 clusters Score -1008682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1008765.250000 Penalty: 4492.712402
	Iteration 18Q: 3 clusters Score -1008765 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1008868.312500 Penalty: 4492.712402
	Iteration 19Q: 3 clusters Score -1008868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1008953.562500 Penalty: 4492.712402
	Iteration 20F: 3 clusters Score -1008954 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1009038.812500 Penalty: 4492.712402
	Iteration 21Q: 3 clusters Score -1009039 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1009139.062500 Penalty: 4492.712402
	Iteration 22Q: 3 clusters Score -1009139 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1009230.500000 Penalty: 4492.712402
	Iteration 23Q: 3 clusters Score -1009230 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1009332.125000 Penalty: 4492.712402
	Iteration 24Q: 3 clusters Score -1009332 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1009423.250000 Penalty: 4492.712402
	Iteration 25Q: 3 clusters Score -1009423 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1009499.687500 Penalty: 4492.712402
	Iteration 26Q: 3 clusters Score -1009500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1009567.437500 Penalty: 4492.712402
	Iteration 27Q: 3 clusters Score -1009567 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1009627.812500 Penalty: 4492.712402
	Iteration 28Q: 3 clusters Score -1009628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1009671.375000 Penalty: 4492.712402
	Iteration 29Q: 3 clusters Score -1009671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1009710.250000 Penalty: 4492.712402
	Iteration 30Q: 3 clusters Score -1009710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1009752.562500 Penalty: 4492.712402
	Iteration 31Q: 3 clusters Score -1009753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1009793.062500 Penalty: 4492.712402
	Iteration 32Q: 3 clusters Score -1009793 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1009839.875000 Penalty: 4492.712402
	Iteration 33Q: 3 clusters Score -1009840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1009875.062500 Penalty: 4492.712402
	Iteration 34Q: 3 clusters Score -1009875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1009904.500000 Penalty: 4492.712402
	Iteration 35Q: 3 clusters Score -1009904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1009931.437500 Penalty: 4492.712402
	Iteration 36Q: 3 clusters Score -1009931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1009964.500000 Penalty: 4492.712402
	Iteration 37Q: 3 clusters Score -1009964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1009987.625000 Penalty: 4492.712402
	Iteration 38Q: 3 clusters Score -1009988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1010007.437500 Penalty: 4492.712402
	Iteration 39Q: 3 clusters Score -1010007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1010024.312500 Penalty: 4492.712402
	Iteration 40F: 3 clusters Score -1010024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1010043.187500 Penalty: 4492.712402
	Iteration 41Q: 3 clusters Score -1010043 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1010061.500000 Penalty: 4492.712402
	Iteration 42Q: 3 clusters Score -1010062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1010078.125000 Penalty: 4492.712402
	Iteration 43Q: 3 clusters Score -1010078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1010089.062500 Penalty: 4492.712402
	Iteration 44Q: 3 clusters Score -1010089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1010104.500000 Penalty: 4492.712402
	Iteration 45Q: 3 clusters Score -1010104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1010121.625000 Penalty: 4492.712402
	Iteration 46Q: 3 clusters Score -1010122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1010140.562500 Penalty: 4492.712402
	Iteration 47Q: 3 clusters Score -1010141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1010159.875000 Penalty: 4492.712402
	Iteration 48Q: 3 clusters Score -1010160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1010176.312500 Penalty: 4492.712402
	Iteration 49Q: 3 clusters Score -1010176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1010184.312500 Penalty: 4492.712402
	Iteration 50Q: 3 clusters Score -1010184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1010196.312500 Penalty: 4492.712402
	Iteration 51Q: 3 clusters Score -1010196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1010206.125000 Penalty: 4492.712402
	Iteration 52Q: 3 clusters Score -1010206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1010211.125000 Penalty: 4492.712402
	Iteration 53Q: 3 clusters Score -1010211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1010214.375000 Penalty: 4492.712402
	Iteration 54Q: 3 clusters Score -1010214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1010220.437500 Penalty: 4492.712402
	Iteration 55Q: 3 clusters Score -1010220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1010219.937500 Penalty: 4492.712402
	Iteration 56Q: 3 clusters Score -1010220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1010226.562500 Penalty: 4492.712402
	Iteration 57Q: 3 clusters Score -1010227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1010227.625000 Penalty: 4492.712402
	Iteration 58Q: 3 clusters Score -1010228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1010230.750000 Penalty: 4492.712402
	Iteration 59Q: 3 clusters Score -1010231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1010233.562500 Penalty: 4492.712402
	Iteration 60F: 3 clusters Score -1010234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1010233.312500 Penalty: 4492.712402
	Iteration 61Q: 3 clusters Score -1010233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1010233.500000 Penalty: 4492.712402
	Iteration 62Q: 3 clusters Score -1010234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1010236.250000 Penalty: 4492.712402
	Iteration 63Q: 3 clusters Score -1010236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1010237.687500 Penalty: 4492.712402
	Iteration 64Q: 3 clusters Score -1010238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1010238.375000 Penalty: 4492.712402
	Iteration 65Q: 3 clusters Score -1010238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1010238.625000 Penalty: 4492.712402
	Iteration 66Q: 3 clusters Score -1010239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1010238.000000 Penalty: 4492.712402
	Iteration 67Q: 3 clusters Score -1010238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1010240.062500 Penalty: 4492.712402
	Iteration 68Q: 3 clusters Score -1010240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1010240.750000 Penalty: 4492.712402
	Iteration 69Q: 3 clusters Score -1010241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1010240.750000 Penalty: 4492.712402
	Iteration 70F: 3 clusters Score -1010241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Entering Unmasked Estep 
Score: -6912548.500000 Penalty: 2720.954102
	Iteration 0F: 2 clusters Score -6912548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -6873370.000000 Penalty: 5441.908203
	Iteration 0F: 3 clusters Score -6873370 nChanged 27195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6888382.000000 Penalty: 5441.908203
	Iteration 1F: 3 clusters Score -6888382 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -6888993.500000 Penalty: 5441.908203
	Iteration 2Q: 3 clusters Score -6888994 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6889581.500000 Penalty: 5441.908203
	Iteration 3Q: 3 clusters Score -6889582 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6890262.500000 Penalty: 5441.908203
	Iteration 4Q: 3 clusters Score -6890262 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -6891178.000000 Penalty: 5441.908203
	Iteration 5Q: 3 clusters Score -6891178 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -6892290.000000 Penalty: 5441.908203
	Iteration 6Q: 3 clusters Score -6892290 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -6893851.000000 Penalty: 5441.908203
	Iteration 7F: 3 clusters Score -6893851 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -6896061.000000 Penalty: 5441.908203
	Iteration 8F: 3 clusters Score -6896061 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -6899016.500000 Penalty: 5441.908203
	Iteration 9F: 3 clusters Score -6899016 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -6902236.000000 Penalty: 5441.908203
	Iteration 10F: 3 clusters Score -6902236 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -6905180.000000 Penalty: 5441.908203
	Iteration 11F: 3 clusters Score -6905180 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6907379.500000 Penalty: 5441.908203
	Iteration 12Q: 3 clusters Score -6907380 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6908654.500000 Penalty: 5441.908203
	Iteration 13Q: 3 clusters Score -6908654 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6909373.000000 Penalty: 5441.908203
	Iteration 14Q: 3 clusters Score -6909373 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6909718.500000 Penalty: 5441.908203
	Iteration 15Q: 3 clusters Score -6909718 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6909923.000000 Penalty: 5441.908203
	Iteration 16Q: 3 clusters Score -6909923 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6910088.000000 Penalty: 5441.908203
	Iteration 17Q: 3 clusters Score -6910088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6910159.000000 Penalty: 5441.908203
	Iteration 18Q: 3 clusters Score -6910159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6910199.500000 Penalty: 5441.908203
	Iteration 19Q: 3 clusters Score -6910200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6910222.500000 Penalty: 5441.908203
	Iteration 20F: 3 clusters Score -6910222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6910238.500000 Penalty: 5441.908203
	Iteration 21Q: 3 clusters Score -6910238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6910245.000000 Penalty: 5441.908203
	Iteration 22Q: 3 clusters Score -6910245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6910246.500000 Penalty: 5441.908203
	Iteration 23Q: 3 clusters Score -6910246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6910249.500000 Penalty: 5441.908203
	Iteration 24Q: 3 clusters Score -6910250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6910254.500000 Penalty: 5441.908203
	Iteration 25Q: 3 clusters Score -6910254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6910264.500000 Penalty: 5441.908203
	Iteration 26Q: 3 clusters Score -6910264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6910268.500000 Penalty: 5441.908203
	Iteration 27Q: 3 clusters Score -6910268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6910267.000000 Penalty: 5441.908203
	Iteration 28Q: 3 clusters Score -6910267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6910271.500000 Penalty: 5441.908203
	Iteration 29Q: 3 clusters Score -6910272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6910279.000000 Penalty: 5441.908203
	Iteration 30Q: 3 clusters Score -6910279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6910284.500000 Penalty: 5441.908203
	Iteration 31Q: 3 clusters Score -6910284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6910281.000000 Penalty: 5441.908203
	Iteration 32Q: 3 clusters Score -6910281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6910276.000000 Penalty: 5441.908203
	Iteration 33Q: 3 clusters Score -6910276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6910276.000000 Penalty: 5441.908203
	Iteration 34F: 3 clusters Score -6910276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -321064.531250 Penalty: 1970.673462
	Iteration 0F: 2 clusters Score -321064.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -317922.875000 Penalty: 3941.346924
	Iteration 0F: 3 clusters Score -317922.9 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -318513.906250 Penalty: 3941.346924
	Iteration 1F: 3 clusters Score -318513.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -318671.281250 Penalty: 3941.346924
	Iteration 2F: 3 clusters Score -318671.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -318776.000000 Penalty: 3941.346924
	Iteration 3Q: 3 clusters Score -318776 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -318834.750000 Penalty: 3941.346924
	Iteration 4Q: 3 clusters Score -318834.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318877.968750 Penalty: 3941.346924
	Iteration 5Q: 3 clusters Score -318878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -318912.687500 Penalty: 3941.346924
	Iteration 6Q: 3 clusters Score -318912.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -318937.593750 Penalty: 3941.346924
	Iteration 7Q: 3 clusters Score -318937.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -318962.531250 Penalty: 3941.346924
	Iteration 8Q: 3 clusters Score -318962.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318979.875000 Penalty: 3941.346924
	Iteration 9Q: 3 clusters Score -318979.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -318993.750000 Penalty: 3941.346924
	Iteration 10Q: 3 clusters Score -318993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -319002.406250 Penalty: 3941.346924
	Iteration 11Q: 3 clusters Score -319002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -319013.156250 Penalty: 3941.346924
	Iteration 12Q: 3 clusters Score -319013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -319023.906250 Penalty: 3941.346924
	Iteration 13Q: 3 clusters Score -319023.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -319031.531250 Penalty: 3941.346924
	Iteration 14Q: 3 clusters Score -319031.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -319035.906250 Penalty: 3941.346924
	Iteration 15Q: 3 clusters Score -319035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -319038.812500 Penalty: 3941.346924
	Iteration 16Q: 3 clusters Score -319038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -319042.750000 Penalty: 3941.346924
	Iteration 17Q: 3 clusters Score -319042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -319045.625000 Penalty: 3941.346924
	Iteration 18Q: 3 clusters Score -319045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -319046.718750 Penalty: 3941.346924
	Iteration 19Q: 3 clusters Score -319046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319048.781250 Penalty: 3941.346924
	Iteration 20F: 3 clusters Score -319048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -319050.843750 Penalty: 3941.346924
	Iteration 21Q: 3 clusters Score -319050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319053.281250 Penalty: 3941.346924
	Iteration 22Q: 3 clusters Score -319053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -319057.156250 Penalty: 3941.346924
	Iteration 23Q: 3 clusters Score -319057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -319059.656250 Penalty: 3941.346924
	Iteration 24Q: 3 clusters Score -319059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -319060.875000 Penalty: 3941.346924
	Iteration 25Q: 3 clusters Score -319060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -319063.625000 Penalty: 3941.346924
	Iteration 26Q: 3 clusters Score -319063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -319063.906250 Penalty: 3941.346924
	Iteration 27Q: 3 clusters Score -319063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -319065.562500 Penalty: 3941.346924
	Iteration 28Q: 3 clusters Score -319065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -319068.500000 Penalty: 3941.346924
	Iteration 29Q: 3 clusters Score -319068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -319072.593750 Penalty: 3941.346924
	Iteration 30Q: 3 clusters Score -319072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -319075.406250 Penalty: 3941.346924
	Iteration 31Q: 3 clusters Score -319075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -319077.250000 Penalty: 3941.346924
	Iteration 32Q: 3 clusters Score -319077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -319081.343750 Penalty: 3941.346924
	Iteration 33Q: 3 clusters Score -319081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -319083.687500 Penalty: 3941.346924
	Iteration 34Q: 3 clusters Score -319083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -319085.187500 Penalty: 3941.346924
	Iteration 35Q: 3 clusters Score -319085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -319086.968750 Penalty: 3941.346924
	Iteration 36Q: 3 clusters Score -319087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -319089.656250 Penalty: 3941.346924
	Iteration 37Q: 3 clusters Score -319089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -319091.093750 Penalty: 3941.346924
	Iteration 38Q: 3 clusters Score -319091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -319092.343750 Penalty: 3941.346924
	Iteration 39Q: 3 clusters Score -319092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -319093.625000 Penalty: 3941.346924
	Iteration 40F: 3 clusters Score -319093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -319094.593750 Penalty: 3941.346924
	Iteration 41Q: 3 clusters Score -319094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -319096.312500 Penalty: 3941.346924
	Iteration 42Q: 3 clusters Score -319096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319097.687500 Penalty: 3941.346924
	Iteration 43Q: 3 clusters Score -319097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -319098.312500 Penalty: 3941.346924
	Iteration 44Q: 3 clusters Score -319098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -319101.093750 Penalty: 3941.346924
	Iteration 45Q: 3 clusters Score -319101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -319106.406250 Penalty: 3941.346924
	Iteration 46Q: 3 clusters Score -319106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -319111.750000 Penalty: 3941.346924
	Iteration 47Q: 3 clusters Score -319111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -319115.406250 Penalty: 3941.346924
	Iteration 48Q: 3 clusters Score -319115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -319119.500000 Penalty: 3941.346924
	Iteration 49Q: 3 clusters Score -319119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -319122.375000 Penalty: 3941.346924
	Iteration 50Q: 3 clusters Score -319122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -319123.468750 Penalty: 3941.346924
	Iteration 51Q: 3 clusters Score -319123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -319126.125000 Penalty: 3941.346924
	Iteration 52Q: 3 clusters Score -319126.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -319130.156250 Penalty: 3941.346924
	Iteration 53Q: 3 clusters Score -319130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -319135.781250 Penalty: 3941.346924
	Iteration 54Q: 3 clusters Score -319135.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -319141.000000 Penalty: 3941.346924
	Iteration 55Q: 3 clusters Score -319141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -319147.125000 Penalty: 3941.346924
	Iteration 56Q: 3 clusters Score -319147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -319149.593750 Penalty: 3941.346924
	Iteration 57Q: 3 clusters Score -319149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -319153.906250 Penalty: 3941.346924
	Iteration 58Q: 3 clusters Score -319153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -319158.468750 Penalty: 3941.346924
	Iteration 59Q: 3 clusters Score -319158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -319161.062500 Penalty: 3941.346924
	Iteration 60F: 3 clusters Score -319161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -319164.312500 Penalty: 3941.346924
	Iteration 61Q: 3 clusters Score -319164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -319166.656250 Penalty: 3941.346924
	Iteration 62Q: 3 clusters Score -319166.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -319169.968750 Penalty: 3941.346924
	Iteration 63Q: 3 clusters Score -319170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -319173.531250 Penalty: 3941.346924
	Iteration 64Q: 3 clusters Score -319173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -319175.656250 Penalty: 3941.346924
	Iteration 65Q: 3 clusters Score -319175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -319177.343750 Penalty: 3941.346924
	Iteration 66Q: 3 clusters Score -319177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -319180.250000 Penalty: 3941.346924
	Iteration 67Q: 3 clusters Score -319180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -319181.187500 Penalty: 3941.346924
	Iteration 68Q: 3 clusters Score -319181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -319181.187500 Penalty: 3941.346924
	Iteration 69F: 3 clusters Score -319181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -685543.812500 Penalty: 2165.291260
	Iteration 0F: 2 clusters Score -685543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -680360.375000 Penalty: 4330.582520
	Iteration 0F: 3 clusters Score -680360.4 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -681763.312500 Penalty: 4330.582520
	Iteration 1F: 3 clusters Score -681763.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -682050.375000 Penalty: 4330.582520
	Iteration 2F: 3 clusters Score -682050.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -682322.375000 Penalty: 4330.582520
	Iteration 3F: 3 clusters Score -682322.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -682529.687500 Penalty: 4330.582520
	Iteration 4F: 3 clusters Score -682529.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -682738.250000 Penalty: 4330.582520
	Iteration 5F: 3 clusters Score -682738.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -682943.125000 Penalty: 4330.582520
	Iteration 6F: 3 clusters Score -682943.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -683117.500000 Penalty: 4330.582520
	Iteration 7Q: 3 clusters Score -683117.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -683274.437500 Penalty: 4330.582520
	Iteration 8Q: 3 clusters Score -683274.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -683402.062500 Penalty: 4330.582520
	Iteration 9Q: 3 clusters Score -683402.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -683492.312500 Penalty: 4330.582520
	Iteration 10Q: 3 clusters Score -683492.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -683567.812500 Penalty: 4330.582520
	Iteration 11Q: 3 clusters Score -683567.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -683640.187500 Penalty: 4330.582520
	Iteration 12Q: 3 clusters Score -683640.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -683707.187500 Penalty: 4330.582520
	Iteration 13Q: 3 clusters Score -683707.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -683774.750000 Penalty: 4330.582520
	Iteration 14Q: 3 clusters Score -683774.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -683830.562500 Penalty: 4330.582520
	Iteration 15Q: 3 clusters Score -683830.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -683883.750000 Penalty: 4330.582520
	Iteration 16Q: 3 clusters Score -683883.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -683937.437500 Penalty: 4330.582520
	Iteration 17Q: 3 clusters Score -683937.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -683989.812500 Penalty: 4330.582520
	Iteration 18Q: 3 clusters Score -683989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -684024.500000 Penalty: 4330.582520
	Iteration 19Q: 3 clusters Score -684024.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -684051.500000 Penalty: 4330.582520
	Iteration 20F: 3 clusters Score -684051.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -684076.562500 Penalty: 4330.582520
	Iteration 21Q: 3 clusters Score -684076.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -684093.437500 Penalty: 4330.582520
	Iteration 22Q: 3 clusters Score -684093.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -684113.750000 Penalty: 4330.582520
	Iteration 23Q: 3 clusters Score -684113.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -684135.750000 Penalty: 4330.582520
	Iteration 24Q: 3 clusters Score -684135.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -684149.750000 Penalty: 4330.582520
	Iteration 25Q: 3 clusters Score -684149.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -684163.250000 Penalty: 4330.582520
	Iteration 26Q: 3 clusters Score -684163.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -684176.437500 Penalty: 4330.582520
	Iteration 27Q: 3 clusters Score -684176.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -684195.000000 Penalty: 4330.582520
	Iteration 28Q: 3 clusters Score -684195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -684211.437500 Penalty: 4330.582520
	Iteration 29Q: 3 clusters Score -684211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -684226.875000 Penalty: 4330.582520
	Iteration 30Q: 3 clusters Score -684226.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -684231.250000 Penalty: 4330.582520
	Iteration 31Q: 3 clusters Score -684231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -684232.687500 Penalty: 4330.582520
	Iteration 32Q: 3 clusters Score -684232.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -684236.312500 Penalty: 4330.582520
	Iteration 33Q: 3 clusters Score -684236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -684239.125000 Penalty: 4330.582520
	Iteration 34Q: 3 clusters Score -684239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -684239.250000 Penalty: 4330.582520
	Iteration 35Q: 3 clusters Score -684239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -684239.250000 Penalty: 4330.582520
	Iteration 36F: 3 clusters Score -684239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 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 202 members 
Entering Unmasked Estep 
Score: -38997.675781 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -38997.68 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39267.035156 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39267.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39453.167969 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39453.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39613.203125 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39735.207031 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39735.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39824.308594 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39824.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39924.222656 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39924.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39969.082031 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39969.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39990.562500 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39990.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39990.562500 Penalty: 2984.013916
	Iteration 9F: 3 clusters Score -39990.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (190020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190020 members 
Entering Unmasked Estep 
Score: -22314376.000000 Penalty: 3014.411377
	Iteration 0F: 2 clusters Score -2.231438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -22188180.000000 Penalty: 6028.822754
	Iteration 0F: 3 clusters Score -2.218818e+07 nChanged 91453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -22242062.000000 Penalty: 6028.822754
	Iteration 1F: 3 clusters Score -2.224206e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -22242984.000000 Penalty: 6028.822754
	Iteration 2Q: 3 clusters Score -2.224298e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -22243984.000000 Penalty: 6028.822754
	Iteration 3Q: 3 clusters Score -2.224398e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -22245110.000000 Penalty: 6028.822754
	Iteration 4Q: 3 clusters Score -2.224511e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -22246438.000000 Penalty: 6028.822754
	Iteration 5Q: 3 clusters Score -2.224644e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -22248608.000000 Penalty: 6028.822754
	Iteration 6Q: 3 clusters Score -2.224861e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 115094 members 
Entering Unmasked Estep 
Score: -22251642.000000 Penalty: 6028.822754
	Iteration 7Q: 3 clusters Score -2.225164e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -22256982.000000 Penalty: 6028.822754
	Iteration 8F: 3 clusters Score -2.225698e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 136599 members 
Entering Unmasked Estep 
Score: -22265614.000000 Penalty: 6028.822754
	Iteration 9F: 3 clusters Score -2.226561e+07 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 151555 members 
Entering Unmasked Estep 
Score: -22277998.000000 Penalty: 6028.822754
	Iteration 10F: 3 clusters Score -2.2278e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -22291472.000000 Penalty: 6028.822754
	Iteration 11F: 3 clusters Score -2.229147e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 178392 members 
Entering Unmasked Estep 
Score: -22302388.000000 Penalty: 6028.822754
	Iteration 12F: 3 clusters Score -2.230239e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 184859 members 
Entering Unmasked Estep 
Score: -22308196.000000 Penalty: 6028.822754
	Iteration 13Q: 3 clusters Score -2.23082e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 187643 members 
Entering Unmasked Estep 
Score: -22310522.000000 Penalty: 6028.822754
	Iteration 14Q: 3 clusters Score -2.231052e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 188637 members 
Entering Unmasked Estep 
Score: -22311526.000000 Penalty: 6028.822754
	Iteration 15Q: 3 clusters Score -2.231153e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 188958 members 
Entering Unmasked Estep 
Score: -22311862.000000 Penalty: 6028.822754
	Iteration 16Q: 3 clusters Score -2.231186e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 189093 members 
Entering Unmasked Estep 
Score: -22312026.000000 Penalty: 6028.822754
	Iteration 17Q: 3 clusters Score -2.231203e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 189133 members 
Entering Unmasked Estep 
Score: -22312132.000000 Penalty: 6028.822754
	Iteration 18Q: 3 clusters Score -2.231213e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 189145 members 
Entering Unmasked Estep 
Score: -22312176.000000 Penalty: 6028.822754
	Iteration 19Q: 3 clusters Score -2.231218e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 189166 members 
Entering Unmasked Estep 
Score: -22312210.000000 Penalty: 6028.822754
	Iteration 20F: 3 clusters Score -2.231221e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -22312260.000000 Penalty: 6028.822754
	Iteration 21Q: 3 clusters Score -2.231226e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 189189 members 
Entering Unmasked Estep 
Score: -22312262.000000 Penalty: 6028.822754
	Iteration 22Q: 3 clusters Score -2.231226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 189201 members 
Entering Unmasked Estep 
Score: -22312302.000000 Penalty: 6028.822754
	Iteration 23Q: 3 clusters Score -2.23123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 189211 members 
Entering Unmasked Estep 
Score: -22312330.000000 Penalty: 6028.822754
	Iteration 24Q: 3 clusters Score -2.231233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 189222 members 
Entering Unmasked Estep 
Score: -22312338.000000 Penalty: 6028.822754
	Iteration 25Q: 3 clusters Score -2.231234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 189231 members 
Entering Unmasked Estep 
Score: -22312326.000000 Penalty: 6028.822754
	Iteration 26Q: 3 clusters Score -2.231233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 189232 members 
Entering Unmasked Estep 
Score: -22312370.000000 Penalty: 6028.822754
	Iteration 27Q: 3 clusters Score -2.231237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 189231 members 
Entering Unmasked Estep 
Score: -22312380.000000 Penalty: 6028.822754
	Iteration 28Q: 3 clusters Score -2.231238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -22312410.000000 Penalty: 6028.822754
	Iteration 29Q: 3 clusters Score -2.231241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -22312442.000000 Penalty: 6028.822754
	Iteration 30Q: 3 clusters Score -2.231244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 189250 members 
Entering Unmasked Estep 
Score: -22312436.000000 Penalty: 6028.822754
	Iteration 31Q: 3 clusters Score -2.231244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 189250 members 
Entering Unmasked Estep 
Score: -22312454.000000 Penalty: 6028.822754
	Iteration 32Q: 3 clusters Score -2.231245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 189245 members 
Entering Unmasked Estep 
Score: -22312464.000000 Penalty: 6028.822754
	Iteration 33Q: 3 clusters Score -2.231246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 189241 members 
Entering Unmasked Estep 
Score: -22312470.000000 Penalty: 6028.822754
	Iteration 34Q: 3 clusters Score -2.231247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 189241 members 
Entering Unmasked Estep 
Score: -22312502.000000 Penalty: 6028.822754
	Iteration 35Q: 3 clusters Score -2.23125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -22312520.000000 Penalty: 6028.822754
	Iteration 36Q: 3 clusters Score -2.231252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 189245 members 
Entering Unmasked Estep 
Score: -22312518.000000 Penalty: 6028.822754
	Iteration 37Q: 3 clusters Score -2.231252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 189243 members 
Entering Unmasked Estep 
Score: -22312512.000000 Penalty: 6028.822754
	Iteration 38Q: 3 clusters Score -2.231251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 189244 members 
Entering Unmasked Estep 
Score: -22312518.000000 Penalty: 6028.822754
	Iteration 39Q: 3 clusters Score -2.231252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 189246 members 
Entering Unmasked Estep 
Score: -22312504.000000 Penalty: 6028.822754
	Iteration 40F: 3 clusters Score -2.23125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 189249 members 
Entering Unmasked Estep 
Score: -22312518.000000 Penalty: 6028.822754
	Iteration 41Q: 3 clusters Score -2.231252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 189248 members 
Entering Unmasked Estep 
Score: -22312516.000000 Penalty: 6028.822754
	Iteration 42Q: 3 clusters Score -2.231252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 189246 members 
Entering Unmasked Estep 
Score: -22312530.000000 Penalty: 6028.822754
	Iteration 43Q: 3 clusters Score -2.231253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 189238 members 
Entering Unmasked Estep 
Score: -22312558.000000 Penalty: 6028.822754
	Iteration 44Q: 3 clusters Score -2.231256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -22312550.000000 Penalty: 6028.822754
	Iteration 45Q: 3 clusters Score -2.231255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -22312574.000000 Penalty: 6028.822754
	Iteration 46Q: 3 clusters Score -2.231257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 189235 members 
Entering Unmasked Estep 
Score: -22312570.000000 Penalty: 6028.822754
	Iteration 47Q: 3 clusters Score -2.231257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 189237 members 
Entering Unmasked Estep 
Score: -22312564.000000 Penalty: 6028.822754
	Iteration 48Q: 3 clusters Score -2.231256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 189240 members 
Entering Unmasked Estep 
Score: -22312570.000000 Penalty: 6028.822754
	Iteration 49Q: 3 clusters Score -2.231257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 189243 members 
Entering Unmasked Estep 
Score: -22312562.000000 Penalty: 6028.822754
	Iteration 50Q: 3 clusters Score -2.231256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 189247 members 
Entering Unmasked Estep 
Score: -22312552.000000 Penalty: 6028.822754
	Iteration 51Q: 3 clusters Score -2.231255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 189251 members 
Entering Unmasked Estep 
Score: -22312558.000000 Penalty: 6028.822754
	Iteration 52Q: 3 clusters Score -2.231256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -22312580.000000 Penalty: 6028.822754
	Iteration 53Q: 3 clusters Score -2.231258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 189260 members 
Entering Unmasked Estep 
Score: -22312572.000000 Penalty: 6028.822754
	Iteration 54Q: 3 clusters Score -2.231257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 189263 members 
Entering Unmasked Estep 
Score: -22312592.000000 Penalty: 6028.822754
	Iteration 55Q: 3 clusters Score -2.231259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 189269 members 
Entering Unmasked Estep 
Score: -22312606.000000 Penalty: 6028.822754
	Iteration 56Q: 3 clusters Score -2.231261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 189275 members 
Entering Unmasked Estep 
Score: -22312600.000000 Penalty: 6028.822754
	Iteration 57Q: 3 clusters Score -2.23126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -22312592.000000 Penalty: 6028.822754
	Iteration 58Q: 3 clusters Score -2.231259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 189273 members 
Entering Unmasked Estep 
Score: -22312594.000000 Penalty: 6028.822754
	Iteration 59Q: 3 clusters Score -2.231259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 189271 members 
Entering Unmasked Estep 
Score: -22312586.000000 Penalty: 6028.822754
	Iteration 60F: 3 clusters Score -2.231259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -97834.492188 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -97834.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95992.835938 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -95992.84 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96233.226562 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -96233.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96283.781250 Penalty: 3354.313965
	Iteration 2Q: 3 clusters Score -96283.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96316.601562 Penalty: 3354.313965
	Iteration 3Q: 3 clusters Score -96316.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96327.843750 Penalty: 3354.313965
	Iteration 4Q: 3 clusters Score -96327.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96333.304688 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -96333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96341.867188 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -96341.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96354.515625 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -96354.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96368.929688 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -96368.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96375.132812 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -96375.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96378.078125 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -96378.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96379.632812 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -96379.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96380.898438 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -96380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96380.898438 Penalty: 3354.313965
	Iteration 13F: 3 clusters Score -96380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 420 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176238 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323200 members 
Mstep: Class 13 contains 23260 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 96048 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190020 members 
Mstep: Class 29 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 106334.703125
Iteration 319Q: 31 clusters Score -1.839937e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176235 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323194 members 
Mstep: Class 13 contains 23275 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7258 members 
Mstep: Class 17 contains 321111 members 
Mstep: Class 18 contains 79472 members 
Mstep: Class 19 contains 51187 members 
Mstep: Class 20 contains 96037 members 
Mstep: Class 21 contains 91838 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190023 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993776.000000 Penalty: 106334.703125
Iteration 320F: 31 clusters Score -1.839938e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176233 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 12604 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323193 members 
Mstep: Class 13 contains 23287 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321108 members 
Mstep: Class 18 contains 79471 members 
Mstep: Class 19 contains 51187 members 
Mstep: Class 20 contains 96027 members 
Mstep: Class 21 contains 91838 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190031 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 321Q: 31 clusters Score -1.839937e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176227 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323210 members 
Mstep: Class 13 contains 23290 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79472 members 
Mstep: Class 19 contains 51186 members 
Mstep: Class 20 contains 96018 members 
Mstep: Class 21 contains 91828 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190046 members 
Mstep: Class 29 contains 864 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 106334.703125
Iteration 322Q: 31 clusters Score -1.839937e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176213 members 
Mstep: Class 5 contains 35797 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323218 members 
Mstep: Class 13 contains 23298 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321101 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 96012 members 
Mstep: Class 21 contains 91820 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8574 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190052 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993632.000000 Penalty: 106334.703125
Iteration 323Q: 31 clusters Score -1.839936e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176204 members 
Mstep: Class 5 contains 35797 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323211 members 
Mstep: Class 13 contains 23298 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321115 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 51191 members 
Mstep: Class 20 contains 96005 members 
Mstep: Class 21 contains 91819 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8564 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190072 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993664.000000 Penalty: 106334.703125
Iteration 324Q: 31 clusters Score -1.839937e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176207 members 
Mstep: Class 5 contains 35797 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323223 members 
Mstep: Class 13 contains 23299 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321117 members 
Mstep: Class 18 contains 79470 members 
Mstep: Class 19 contains 51190 members 
Mstep: Class 20 contains 95995 members 
Mstep: Class 21 contains 91811 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8564 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190080 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993440.000000 Penalty: 106334.703125
Iteration 325Q: 31 clusters Score -1.839934e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176204 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323222 members 
Mstep: Class 13 contains 23302 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321120 members 
Mstep: Class 18 contains 79468 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 95985 members 
Mstep: Class 21 contains 91799 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8570 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190099 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993472.000000 Penalty: 106334.703125
Iteration 326Q: 31 clusters Score -1.839935e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176198 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323211 members 
Mstep: Class 13 contains 23304 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321126 members 
Mstep: Class 18 contains 79467 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 95977 members 
Mstep: Class 21 contains 91793 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190120 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 106334.703125
Iteration 327Q: 31 clusters Score -1.839937e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176198 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323216 members 
Mstep: Class 13 contains 23308 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321109 members 
Mstep: Class 18 contains 79470 members 
Mstep: Class 19 contains 51191 members 
Mstep: Class 20 contains 95972 members 
Mstep: Class 21 contains 91791 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190135 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 106334.703125
Iteration 328Q: 31 clusters Score -1.839937e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176195 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323221 members 
Mstep: Class 13 contains 23314 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79467 members 
Mstep: Class 19 contains 51195 members 
Mstep: Class 20 contains 95970 members 
Mstep: Class 21 contains 91788 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8573 members 
Mstep: Class 24 contains 58196 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190142 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993536.000000 Penalty: 106334.703125
Iteration 329Q: 31 clusters Score -1.839935e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176194 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323223 members 
Mstep: Class 13 contains 23320 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321094 members 
Mstep: Class 18 contains 79464 members 
Mstep: Class 19 contains 51195 members 
Mstep: Class 20 contains 95961 members 
Mstep: Class 21 contains 91779 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8568 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190169 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 106334.703125
Iteration 330Q: 31 clusters Score -1.839936e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176195 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323218 members 
Mstep: Class 13 contains 23326 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321098 members 
Mstep: Class 18 contains 79463 members 
Mstep: Class 19 contains 51193 members 
Mstep: Class 20 contains 95959 members 
Mstep: Class 21 contains 91768 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8559 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190192 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993648.000000 Penalty: 106334.703125
Iteration 331Q: 31 clusters Score -1.839936e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176189 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323206 members 
Mstep: Class 13 contains 23331 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 321108 members 
Mstep: Class 18 contains 79460 members 
Mstep: Class 19 contains 51191 members 
Mstep: Class 20 contains 95955 members 
Mstep: Class 21 contains 91757 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8555 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190218 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 332Q: 31 clusters Score -1.839937e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176179 members 
Mstep: Class 5 contains 35782 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323207 members 
Mstep: Class 13 contains 23334 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 321115 members 
Mstep: Class 18 contains 79457 members 
Mstep: Class 19 contains 51189 members 
Mstep: Class 20 contains 95952 members 
Mstep: Class 21 contains 91744 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190238 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993648.000000 Penalty: 106334.703125
Iteration 333Q: 31 clusters Score -1.839936e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176171 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83770 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323221 members 
Mstep: Class 13 contains 23342 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 321122 members 
Mstep: Class 18 contains 79451 members 
Mstep: Class 19 contains 51190 members 
Mstep: Class 20 contains 95943 members 
Mstep: Class 21 contains 91739 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8549 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190244 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 106334.703125
Iteration 334Q: 31 clusters Score -1.839936e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176173 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323228 members 
Mstep: Class 13 contains 23344 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 321123 members 
Mstep: Class 18 contains 79446 members 
Mstep: Class 19 contains 51188 members 
Mstep: Class 20 contains 95938 members 
Mstep: Class 21 contains 91736 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8548 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190251 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 335Q: 31 clusters Score -1.839937e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176176 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323222 members 
Mstep: Class 13 contains 23348 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 321117 members 
Mstep: Class 18 contains 79441 members 
Mstep: Class 19 contains 51187 members 
Mstep: Class 20 contains 95936 members 
Mstep: Class 21 contains 91735 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8544 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190269 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993664.000000 Penalty: 106334.703125
Iteration 336Q: 31 clusters Score -1.839937e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176169 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323222 members 
Mstep: Class 13 contains 23354 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 321116 members 
Mstep: Class 18 contains 79437 members 
Mstep: Class 19 contains 51184 members 
Mstep: Class 20 contains 95930 members 
Mstep: Class 21 contains 91732 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8543 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190279 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993744.000000 Penalty: 106334.703125
Iteration 337Q: 31 clusters Score -1.839937e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176169 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323236 members 
Mstep: Class 13 contains 23360 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 321110 members 
Mstep: Class 18 contains 79432 members 
Mstep: Class 19 contains 51180 members 
Mstep: Class 20 contains 95922 members 
Mstep: Class 21 contains 91727 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8544 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190284 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 338Q: 31 clusters Score -1.839937e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176164 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323253 members 
Mstep: Class 13 contains 23371 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 321090 members 
Mstep: Class 18 contains 79431 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 95920 members 
Mstep: Class 21 contains 91724 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8544 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190289 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 106334.703125
Iteration 339Q: 31 clusters Score -1.839937e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176154 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323257 members 
Mstep: Class 13 contains 23376 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321090 members 
Mstep: Class 18 contains 79432 members 
Mstep: Class 19 contains 51177 members 
Mstep: Class 20 contains 95919 members 
Mstep: Class 21 contains 91722 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8542 members 
Mstep: Class 24 contains 58198 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190295 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993792.000000 Penalty: 106334.703125
Iteration 340F: 31 clusters Score -1.839938e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176148 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323251 members 
Mstep: Class 13 contains 23386 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321094 members 
Mstep: Class 18 contains 79430 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 95918 members 
Mstep: Class 21 contains 91716 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8541 members 
Mstep: Class 24 contains 58198 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190301 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 341Q: 31 clusters Score -1.839937e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176138 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323265 members 
Mstep: Class 13 contains 23395 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321085 members 
Mstep: Class 18 contains 79427 members 
Mstep: Class 19 contains 51175 members 
Mstep: Class 20 contains 95917 members 
Mstep: Class 21 contains 91709 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8540 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190308 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 106334.703125
Iteration 342Q: 31 clusters Score -1.839937e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176131 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323284 members 
Mstep: Class 13 contains 23402 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321071 members 
Mstep: Class 18 contains 79426 members 
Mstep: Class 19 contains 51175 members 
Mstep: Class 20 contains 95909 members 
Mstep: Class 21 contains 91706 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8538 members 
Mstep: Class 24 contains 58199 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190316 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 106334.703125
Iteration 343Q: 31 clusters Score -1.839935e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176117 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323291 members 
Mstep: Class 13 contains 23411 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321080 members 
Mstep: Class 18 contains 79422 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95899 members 
Mstep: Class 21 contains 91706 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8537 members 
Mstep: Class 24 contains 58199 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190325 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993456.000000 Penalty: 106334.703125
Iteration 344Q: 31 clusters Score -1.839935e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176112 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323285 members 
Mstep: Class 13 contains 23420 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321087 members 
Mstep: Class 18 contains 79419 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95898 members 
Mstep: Class 21 contains 91701 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8535 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190333 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993408.000000 Penalty: 106334.703125
Iteration 345Q: 31 clusters Score -1.839934e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176112 members 
Mstep: Class 5 contains 35787 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323286 members 
Mstep: Class 13 contains 23428 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321097 members 
Mstep: Class 18 contains 79418 members 
Mstep: Class 19 contains 51170 members 
Mstep: Class 20 contains 95892 members 
Mstep: Class 21 contains 91690 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8532 members 
Mstep: Class 24 contains 58199 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190340 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 106334.703125
Iteration 346Q: 31 clusters Score -1.839935e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176114 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323276 members 
Mstep: Class 13 contains 23442 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 321095 members 
Mstep: Class 18 contains 79418 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95883 members 
Mstep: Class 21 contains 91683 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 58196 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190353 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 106334.703125
Iteration 347Q: 31 clusters Score -1.839936e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176112 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323280 members 
Mstep: Class 13 contains 23450 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 321097 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95867 members 
Mstep: Class 21 contains 91676 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190367 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993664.000000 Penalty: 106334.703125
Iteration 348Q: 31 clusters Score -1.839937e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176113 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323278 members 
Mstep: Class 13 contains 23456 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321089 members 
Mstep: Class 18 contains 79414 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95858 members 
Mstep: Class 21 contains 91669 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8527 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190392 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 106334.703125
Iteration 349Q: 31 clusters Score -1.839936e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176113 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323284 members 
Mstep: Class 13 contains 23464 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321085 members 
Mstep: Class 18 contains 79412 members 
Mstep: Class 19 contains 51170 members 
Mstep: Class 20 contains 95846 members 
Mstep: Class 21 contains 91662 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190406 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993776.000000 Penalty: 106334.703125
Iteration 350Q: 31 clusters Score -1.839938e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 176110 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323288 members 
Mstep: Class 13 contains 23467 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321076 members 
Mstep: Class 18 contains 79412 members 
Mstep: Class 19 contains 51167 members 
Mstep: Class 20 contains 95839 members 
Mstep: Class 21 contains 91656 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8524 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190428 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 106334.703125
Iteration 351Q: 31 clusters Score -1.839936e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176103 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323286 members 
Mstep: Class 13 contains 23471 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321063 members 
Mstep: Class 18 contains 79412 members 
Mstep: Class 19 contains 51162 members 
Mstep: Class 20 contains 95830 members 
Mstep: Class 21 contains 91654 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190458 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 106334.703125
Iteration 352Q: 31 clusters Score -1.839936e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176104 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12610 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323284 members 
Mstep: Class 13 contains 23479 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321051 members 
Mstep: Class 18 contains 79408 members 
Mstep: Class 19 contains 51157 members 
Mstep: Class 20 contains 95820 members 
Mstep: Class 21 contains 91653 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190492 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 106334.703125
Iteration 353Q: 31 clusters Score -1.839935e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176102 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323273 members 
Mstep: Class 13 contains 23487 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 321049 members 
Mstep: Class 18 contains 79410 members 
Mstep: Class 19 contains 51154 members 
Mstep: Class 20 contains 95807 members 
Mstep: Class 21 contains 91649 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58187 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190521 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993440.000000 Penalty: 106334.703125
Iteration 354Q: 31 clusters Score -1.839934e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176096 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323274 members 
Mstep: Class 13 contains 23494 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321045 members 
Mstep: Class 18 contains 79406 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95797 members 
Mstep: Class 21 contains 91646 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58188 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190537 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993648.000000 Penalty: 106334.703125
Iteration 355Q: 31 clusters Score -1.839936e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176095 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323265 members 
Mstep: Class 13 contains 23504 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321051 members 
Mstep: Class 18 contains 79404 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95786 members 
Mstep: Class 21 contains 91641 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190541 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 106334.703125
Iteration 356Q: 31 clusters Score -1.839937e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176095 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323275 members 
Mstep: Class 13 contains 23515 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 321042 members 
Mstep: Class 18 contains 79401 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95777 members 
Mstep: Class 21 contains 91637 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190547 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 357Q: 31 clusters Score -1.839937e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35787 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323282 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 321040 members 
Mstep: Class 18 contains 79397 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95764 members 
Mstep: Class 21 contains 91632 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190548 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993600.000000 Penalty: 106334.703125
Iteration 358Q: 31 clusters Score -1.839936e+08 nChanged 132
Entering ConstructFrom: 
Score: -183993600.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 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 446 members 
Entering Unmasked Estep 
Score: -84339.289062 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84339.29 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -84750.710938 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84750.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -85093.046875 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -85093.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85395.601562 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85395.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85727.843750 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -85727.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -86062.820312 Penalty: 3360.014893
	Iteration 5F: 3 clusters Score -86062.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -86136.914062 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -86136.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86159.343750 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -86159.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -86180.195312 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -86180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -86200.179688 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -86200.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86219.070312 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -86219.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86222.664062 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -86222.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86225.601562 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -86225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86225.601562 Penalty: 3360.014893
	Iteration 13F: 3 clusters Score -86225.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95751 members 
Mstep: Class 21 contains 91625 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190549 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 631 members 
Entering Unmasked Estep 
Score: -183992032.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183993600.000000 to -183992032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -44405.839844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -44405.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42919.125000 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -42919.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43042.398438 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -43042.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43086.597656 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -43086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43103.699219 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -43103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43116.027344 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -43116.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43133.761719 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -43133.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43147.554688 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -43147.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43156.207031 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -43156.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43162.058594 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -43162.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43163.152344 Penalty: 3000.667969
	Iteration 9Q: 3 clusters Score -43163.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43163.152344 Penalty: 3000.667969
	Iteration 10F: 3 clusters Score -43163.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -955477.187500 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -955477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -948799.062500 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -948799.1 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -950661.750000 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -950661.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -950961.812500 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -950961.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -951217.812500 Penalty: 4483.793945
	Iteration 3F: 3 clusters Score -951217.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -951574.062500 Penalty: 4483.793945
	Iteration 4F: 3 clusters Score -951574.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -951977.687500 Penalty: 4483.793945
	Iteration 5F: 3 clusters Score -951977.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -952452.625000 Penalty: 4483.793945
	Iteration 6F: 3 clusters Score -952452.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -952950.875000 Penalty: 4483.793945
	Iteration 7F: 3 clusters Score -952950.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -953386.875000 Penalty: 4483.793945
	Iteration 8F: 3 clusters Score -953386.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -953671.937500 Penalty: 4483.793945
	Iteration 9F: 3 clusters Score -953671.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -953801.250000 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -953801.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -953877.062500 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -953877.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -953916.437500 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -953916.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -953939.000000 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -953939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -953952.500000 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -953952.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -953964.437500 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -953964.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -953972.562500 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -953972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -953982.687500 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -953982.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -953994.875000 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -953994.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -954007.250000 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -954007.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -954017.625000 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -954017.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -954029.000000 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -954029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -954041.812500 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -954041.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -954057.500000 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -954057.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -954068.562500 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -954068.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -954079.375000 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -954079.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -954085.562500 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -954085.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -954094.562500 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -954094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -954096.937500 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -954096.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -954100.562500 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -954100.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -954108.437500 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -954108.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -954115.187500 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -954115.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -954122.187500 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -954122.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -954125.125000 Penalty: 4483.793945
	Iteration 33Q: 3 clusters Score -954125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -954132.062500 Penalty: 4483.793945
	Iteration 34Q: 3 clusters Score -954132.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -954136.062500 Penalty: 4483.793945
	Iteration 35Q: 3 clusters Score -954136.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -954140.562500 Penalty: 4483.793945
	Iteration 36Q: 3 clusters Score -954140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -954144.375000 Penalty: 4483.793945
	Iteration 37Q: 3 clusters Score -954144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -954145.437500 Penalty: 4483.793945
	Iteration 38Q: 3 clusters Score -954145.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -954149.437500 Penalty: 4483.793945
	Iteration 39Q: 3 clusters Score -954149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -954151.937500 Penalty: 4483.793945
	Iteration 40F: 3 clusters Score -954151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -954153.687500 Penalty: 4483.793945
	Iteration 41Q: 3 clusters Score -954153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -954153.000000 Penalty: 4483.793945
	Iteration 42Q: 3 clusters Score -954153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -954152.375000 Penalty: 4483.793945
	Iteration 43Q: 3 clusters Score -954152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -954154.625000 Penalty: 4483.793945
	Iteration 44Q: 3 clusters Score -954154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -954156.625000 Penalty: 4483.793945
	Iteration 45Q: 3 clusters Score -954156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -954156.000000 Penalty: 4483.793945
	Iteration 46Q: 3 clusters Score -954156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -954154.312500 Penalty: 4483.793945
	Iteration 47Q: 3 clusters Score -954154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -954154.250000 Penalty: 4483.793945
	Iteration 48Q: 3 clusters Score -954154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -954153.937500 Penalty: 4483.793945
	Iteration 49Q: 3 clusters Score -954153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -954153.937500 Penalty: 4483.793945
	Iteration 50F: 3 clusters Score -954153.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Entering Unmasked Estep 
Score: -20732214.000000 Penalty: 2995.540039
	Iteration 0F: 2 clusters Score -2.073221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -20615072.000000 Penalty: 5991.080078
	Iteration 0F: 3 clusters Score -2.061507e+07 nChanged 84606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -20664032.000000 Penalty: 5991.080078
	Iteration 1F: 3 clusters Score -2.066403e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -20665192.000000 Penalty: 5991.080078
	Iteration 2Q: 3 clusters Score -2.066519e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -20666936.000000 Penalty: 5991.080078
	Iteration 3Q: 3 clusters Score -2.066694e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -20669586.000000 Penalty: 5991.080078
	Iteration 4Q: 3 clusters Score -2.066959e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -20674512.000000 Penalty: 5991.080078
	Iteration 5F: 3 clusters Score -2.067451e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -20682420.000000 Penalty: 5991.080078
	Iteration 6F: 3 clusters Score -2.068242e+07 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -20693506.000000 Penalty: 5991.080078
	Iteration 7F: 3 clusters Score -2.069351e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 140846 members 
Entering Unmasked Estep 
Score: -20706486.000000 Penalty: 5991.080078
	Iteration 8F: 3 clusters Score -2.070649e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 150236 members 
Entering Unmasked Estep 
Score: -20717086.000000 Penalty: 5991.080078
	Iteration 9F: 3 clusters Score -2.071709e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -20722862.000000 Penalty: 5991.080078
	Iteration 10Q: 3 clusters Score -2.072286e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -20725444.000000 Penalty: 5991.080078
	Iteration 11Q: 3 clusters Score -2.072544e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -20726680.000000 Penalty: 5991.080078
	Iteration 12Q: 3 clusters Score -2.072668e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -20727336.000000 Penalty: 5991.080078
	Iteration 13Q: 3 clusters Score -2.072734e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 162752 members 
Entering Unmasked Estep 
Score: -20727912.000000 Penalty: 5991.080078
	Iteration 14Q: 3 clusters Score -2.072791e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 163912 members 
Entering Unmasked Estep 
Score: -20728348.000000 Penalty: 5991.080078
	Iteration 15Q: 3 clusters Score -2.072835e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -20728844.000000 Penalty: 5991.080078
	Iteration 16Q: 3 clusters Score -2.072884e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 165797 members 
Entering Unmasked Estep 
Score: -20729144.000000 Penalty: 5991.080078
	Iteration 17Q: 3 clusters Score -2.072914e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -20729358.000000 Penalty: 5991.080078
	Iteration 18Q: 3 clusters Score -2.072936e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -20729564.000000 Penalty: 5991.080078
	Iteration 19Q: 3 clusters Score -2.072956e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -20729758.000000 Penalty: 5991.080078
	Iteration 20F: 3 clusters Score -2.072976e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -20729798.000000 Penalty: 5991.080078
	Iteration 21Q: 3 clusters Score -2.07298e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 168835 members 
Entering Unmasked Estep 
Score: -20729858.000000 Penalty: 5991.080078
	Iteration 22Q: 3 clusters Score -2.072986e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -20729880.000000 Penalty: 5991.080078
	Iteration 23Q: 3 clusters Score -2.072988e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -20729966.000000 Penalty: 5991.080078
	Iteration 24Q: 3 clusters Score -2.072997e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -20730058.000000 Penalty: 5991.080078
	Iteration 25Q: 3 clusters Score -2.073006e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -20730162.000000 Penalty: 5991.080078
	Iteration 26Q: 3 clusters Score -2.073016e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 170528 members 
Entering Unmasked Estep 
Score: -20730198.000000 Penalty: 5991.080078
	Iteration 27Q: 3 clusters Score -2.07302e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 170763 members 
Entering Unmasked Estep 
Score: -20730282.000000 Penalty: 5991.080078
	Iteration 28Q: 3 clusters Score -2.073028e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -20730316.000000 Penalty: 5991.080078
	Iteration 29Q: 3 clusters Score -2.073032e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 171148 members 
Entering Unmasked Estep 
Score: -20730362.000000 Penalty: 5991.080078
	Iteration 30Q: 3 clusters Score -2.073036e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -20730358.000000 Penalty: 5991.080078
	Iteration 31Q: 3 clusters Score -2.073036e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -20730350.000000 Penalty: 5991.080078
	Iteration 32Q: 3 clusters Score -2.073035e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -20730364.000000 Penalty: 5991.080078
	Iteration 33Q: 3 clusters Score -2.073036e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 171711 members 
Entering Unmasked Estep 
Score: -20730368.000000 Penalty: 5991.080078
	Iteration 34Q: 3 clusters Score -2.073037e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 171826 members 
Entering Unmasked Estep 
Score: -20730406.000000 Penalty: 5991.080078
	Iteration 35Q: 3 clusters Score -2.073041e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 171925 members 
Entering Unmasked Estep 
Score: -20730446.000000 Penalty: 5991.080078
	Iteration 36Q: 3 clusters Score -2.073045e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -20730424.000000 Penalty: 5991.080078
	Iteration 37Q: 3 clusters Score -2.073042e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 172108 members 
Entering Unmasked Estep 
Score: -20730432.000000 Penalty: 5991.080078
	Iteration 38Q: 3 clusters Score -2.073043e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -20730440.000000 Penalty: 5991.080078
	Iteration 39Q: 3 clusters Score -2.073044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 172264 members 
Entering Unmasked Estep 
Score: -20730478.000000 Penalty: 5991.080078
	Iteration 40F: 3 clusters Score -2.073048e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 172346 members 
Entering Unmasked Estep 
Score: -20730510.000000 Penalty: 5991.080078
	Iteration 41Q: 3 clusters Score -2.073051e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -20730538.000000 Penalty: 5991.080078
	Iteration 42Q: 3 clusters Score -2.073054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -20730564.000000 Penalty: 5991.080078
	Iteration 43Q: 3 clusters Score -2.073056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 172512 members 
Entering Unmasked Estep 
Score: -20730532.000000 Penalty: 5991.080078
	Iteration 44Q: 3 clusters Score -2.073053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 172548 members 
Entering Unmasked Estep 
Score: -20730512.000000 Penalty: 5991.080078
	Iteration 45Q: 3 clusters Score -2.073051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 172584 members 
Entering Unmasked Estep 
Score: -20730506.000000 Penalty: 5991.080078
	Iteration 46Q: 3 clusters Score -2.073051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -20730518.000000 Penalty: 5991.080078
	Iteration 47Q: 3 clusters Score -2.073052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -20730514.000000 Penalty: 5991.080078
	Iteration 48Q: 3 clusters Score -2.073051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -20730530.000000 Penalty: 5991.080078
	Iteration 49Q: 3 clusters Score -2.073053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -20730550.000000 Penalty: 5991.080078
	Iteration 50Q: 3 clusters Score -2.073055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 172664 members 
Entering Unmasked Estep 
Score: -20730548.000000 Penalty: 5991.080078
	Iteration 51Q: 3 clusters Score -2.073055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -20730528.000000 Penalty: 5991.080078
	Iteration 52Q: 3 clusters Score -2.073053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -20730530.000000 Penalty: 5991.080078
	Iteration 53Q: 3 clusters Score -2.073053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -20730548.000000 Penalty: 5991.080078
	Iteration 54Q: 3 clusters Score -2.073055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 172699 members 
Entering Unmasked Estep 
Score: -20730554.000000 Penalty: 5991.080078
	Iteration 55Q: 3 clusters Score -2.073055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 172704 members 
Entering Unmasked Estep 
Score: -20730552.000000 Penalty: 5991.080078
	Iteration 56Q: 3 clusters Score -2.073055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -20730550.000000 Penalty: 5991.080078
	Iteration 57Q: 3 clusters Score -2.073055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -20730548.000000 Penalty: 5991.080078
	Iteration 58Q: 3 clusters Score -2.073055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 172720 members 
Entering Unmasked Estep 
Score: -20730542.000000 Penalty: 5991.080078
	Iteration 59Q: 3 clusters Score -2.073054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -20730534.000000 Penalty: 5991.080078
	Iteration 60F: 3 clusters Score -2.073053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -20730550.000000 Penalty: 5991.080078
	Iteration 61Q: 3 clusters Score -2.073055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -20730548.000000 Penalty: 5991.080078
	Iteration 62Q: 3 clusters Score -2.073055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -20730544.000000 Penalty: 5991.080078
	Iteration 63Q: 3 clusters Score -2.073054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 172739 members 
Entering Unmasked Estep 
Score: -20730548.000000 Penalty: 5991.080078
	Iteration 64Q: 3 clusters Score -2.073055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -20730540.000000 Penalty: 5991.080078
	Iteration 65Q: 3 clusters Score -2.073054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 172751 members 
Entering Unmasked Estep 
Score: -20730544.000000 Penalty: 5991.080078
	Iteration 66Q: 3 clusters Score -2.073054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 172756 members 
Entering Unmasked Estep 
Score: -20730528.000000 Penalty: 5991.080078
	Iteration 67Q: 3 clusters Score -2.073053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -20730524.000000 Penalty: 5991.080078
	Iteration 68Q: 3 clusters Score -2.073052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 172758 members 
Entering Unmasked Estep 
Score: -20730534.000000 Penalty: 5991.080078
	Iteration 69Q: 3 clusters Score -2.073053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 172759 members 
Entering Unmasked Estep 
Score: -20730538.000000 Penalty: 5991.080078
	Iteration 70Q: 3 clusters Score -2.073054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 172759 members 
Entering Unmasked Estep 
Score: -20730538.000000 Penalty: 5991.080078
	Iteration 71F: 3 clusters Score -2.073054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Entering Unmasked Estep 
Score: -4265895.500000 Penalty: 2600.350342
	Iteration 0F: 2 clusters Score -4265896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -4241418.000000 Penalty: 5200.700684
	Iteration 0F: 3 clusters Score -4241418 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4250419.500000 Penalty: 5200.700684
	Iteration 1F: 3 clusters Score -4250420 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4250891.500000 Penalty: 5200.700684
	Iteration 2Q: 3 clusters Score -4250892 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4251307.000000 Penalty: 5200.700684
	Iteration 3Q: 3 clusters Score -4251307 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4251794.000000 Penalty: 5200.700684
	Iteration 4Q: 3 clusters Score -4251794 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4252451.500000 Penalty: 5200.700684
	Iteration 5Q: 3 clusters Score -4252452 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4253354.000000 Penalty: 5200.700684
	Iteration 6F: 3 clusters Score -4253354 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4254724.000000 Penalty: 5200.700684
	Iteration 7F: 3 clusters Score -4254724 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4256728.500000 Penalty: 5200.700684
	Iteration 8F: 3 clusters Score -4256728 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4259147.000000 Penalty: 5200.700684
	Iteration 9F: 3 clusters Score -4259147 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4261205.500000 Penalty: 5200.700684
	Iteration 10F: 3 clusters Score -4261206 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4262449.500000 Penalty: 5200.700684
	Iteration 11Q: 3 clusters Score -4262450 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4263053.000000 Penalty: 5200.700684
	Iteration 12Q: 3 clusters Score -4263053 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -4263325.500000 Penalty: 5200.700684
	Iteration 13Q: 3 clusters Score -4263326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4263451.000000 Penalty: 5200.700684
	Iteration 14Q: 3 clusters Score -4263451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4263520.000000 Penalty: 5200.700684
	Iteration 15Q: 3 clusters Score -4263520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4263552.500000 Penalty: 5200.700684
	Iteration 16Q: 3 clusters Score -4263552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4263575.500000 Penalty: 5200.700684
	Iteration 17Q: 3 clusters Score -4263576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4263595.000000 Penalty: 5200.700684
	Iteration 18Q: 3 clusters Score -4263595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4263607.000000 Penalty: 5200.700684
	Iteration 19Q: 3 clusters Score -4263607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4263606.500000 Penalty: 5200.700684
	Iteration 20F: 3 clusters Score -4263606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4263607.500000 Penalty: 5200.700684
	Iteration 21Q: 3 clusters Score -4263608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4263608.500000 Penalty: 5200.700684
	Iteration 22Q: 3 clusters Score -4263608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4263612.000000 Penalty: 5200.700684
	Iteration 23Q: 3 clusters Score -4263612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4263615.500000 Penalty: 5200.700684
	Iteration 24Q: 3 clusters Score -4263616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4263621.000000 Penalty: 5200.700684
	Iteration 25Q: 3 clusters Score -4263621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4263624.500000 Penalty: 5200.700684
	Iteration 26Q: 3 clusters Score -4263624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -4263626.500000 Penalty: 5200.700684
	Iteration 27Q: 3 clusters Score -4263626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4263634.500000 Penalty: 5200.700684
	Iteration 28Q: 3 clusters Score -4263634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4263637.500000 Penalty: 5200.700684
	Iteration 29Q: 3 clusters Score -4263638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4263643.000000 Penalty: 5200.700684
	Iteration 30Q: 3 clusters Score -4263643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4263645.500000 Penalty: 5200.700684
	Iteration 31Q: 3 clusters Score -4263646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4263645.500000 Penalty: 5200.700684
	Iteration 32F: 3 clusters Score -4263646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -148357.515625 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -148357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146178.453125 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -146178.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146540.406250 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -146540.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -146670.171875 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -146670.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146751.812500 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -146751.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146797.203125 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -146797.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -146827.859375 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -146827.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146853.250000 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -146853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146868.593750 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -146868.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -146882.656250 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -146882.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146899.171875 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -146899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -146913.640625 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -146913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -146921.343750 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -146921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146927.687500 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -146927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -146936.187500 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -146936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146942.718750 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -146942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146951.328125 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -146951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -146960.968750 Penalty: 3568.440674
	Iteration 16Q: 3 clusters Score -146961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146971.281250 Penalty: 3568.440674
	Iteration 17Q: 3 clusters Score -146971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146976.656250 Penalty: 3568.440674
	Iteration 18Q: 3 clusters Score -146976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -146984.546875 Penalty: 3568.440674
	Iteration 19Q: 3 clusters Score -146984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -146986.000000 Penalty: 3568.440674
	Iteration 20F: 3 clusters Score -146986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -146987.156250 Penalty: 3568.440674
	Iteration 21Q: 3 clusters Score -146987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -146994.906250 Penalty: 3568.440674
	Iteration 22Q: 3 clusters Score -146994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -146999.687500 Penalty: 3568.440674
	Iteration 23Q: 3 clusters Score -146999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147003.484375 Penalty: 3568.440674
	Iteration 24Q: 3 clusters Score -147003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147005.265625 Penalty: 3568.440674
	Iteration 25Q: 3 clusters Score -147005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -147007.468750 Penalty: 3568.440674
	Iteration 26Q: 3 clusters Score -147007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147016.406250 Penalty: 3568.440674
	Iteration 27Q: 3 clusters Score -147016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147022.234375 Penalty: 3568.440674
	Iteration 28Q: 3 clusters Score -147022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147024.359375 Penalty: 3568.440674
	Iteration 29Q: 3 clusters Score -147024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147027.250000 Penalty: 3568.440674
	Iteration 30Q: 3 clusters Score -147027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147030.500000 Penalty: 3568.440674
	Iteration 31Q: 3 clusters Score -147030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -147034.562500 Penalty: 3568.440674
	Iteration 32Q: 3 clusters Score -147034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -147040.781250 Penalty: 3568.440674
	Iteration 33Q: 3 clusters Score -147040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -147045.875000 Penalty: 3568.440674
	Iteration 34Q: 3 clusters Score -147045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -147066.609375 Penalty: 3568.440674
	Iteration 35Q: 3 clusters Score -147066.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -147088.515625 Penalty: 3568.440674
	Iteration 36Q: 3 clusters Score -147088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -147106.281250 Penalty: 3568.440674
	Iteration 37Q: 3 clusters Score -147106.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -147128.140625 Penalty: 3568.440674
	Iteration 38Q: 3 clusters Score -147128.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147148.796875 Penalty: 3568.440674
	Iteration 39Q: 3 clusters Score -147148.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -147175.593750 Penalty: 3568.440674
	Iteration 40F: 3 clusters Score -147175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -147205.078125 Penalty: 3568.440674
	Iteration 41Q: 3 clusters Score -147205.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147247.515625 Penalty: 3568.440674
	Iteration 42Q: 3 clusters Score -147247.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147295.890625 Penalty: 3568.440674
	Iteration 43Q: 3 clusters Score -147295.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -147336.953125 Penalty: 3568.440674
	Iteration 44Q: 3 clusters Score -147337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147365.296875 Penalty: 3568.440674
	Iteration 45Q: 3 clusters Score -147365.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147388.390625 Penalty: 3568.440674
	Iteration 46Q: 3 clusters Score -147388.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147409.593750 Penalty: 3568.440674
	Iteration 47Q: 3 clusters Score -147409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147429.109375 Penalty: 3568.440674
	Iteration 48Q: 3 clusters Score -147429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147447.781250 Penalty: 3568.440674
	Iteration 49Q: 3 clusters Score -147447.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147465.640625 Penalty: 3568.440674
	Iteration 50Q: 3 clusters Score -147465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -147474.953125 Penalty: 3568.440674
	Iteration 51Q: 3 clusters Score -147475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -147483.687500 Penalty: 3568.440674
	Iteration 52Q: 3 clusters Score -147483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147490.609375 Penalty: 3568.440674
	Iteration 53Q: 3 clusters Score -147490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -147495.578125 Penalty: 3568.440674
	Iteration 54Q: 3 clusters Score -147495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147499.000000 Penalty: 3568.440674
	Iteration 55Q: 3 clusters Score -147499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147501.765625 Penalty: 3568.440674
	Iteration 56Q: 3 clusters Score -147501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147505.156250 Penalty: 3568.440674
	Iteration 57Q: 3 clusters Score -147505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147507.531250 Penalty: 3568.440674
	Iteration 58Q: 3 clusters Score -147507.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147515.859375 Penalty: 3568.440674
	Iteration 59Q: 3 clusters Score -147515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147525.312500 Penalty: 3568.440674
	Iteration 60F: 3 clusters Score -147525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147530.921875 Penalty: 3568.440674
	Iteration 61Q: 3 clusters Score -147530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -147539.671875 Penalty: 3568.440674
	Iteration 62Q: 3 clusters Score -147539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147545.406250 Penalty: 3568.440674
	Iteration 63Q: 3 clusters Score -147545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147557.875000 Penalty: 3568.440674
	Iteration 64Q: 3 clusters Score -147557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -147563.593750 Penalty: 3568.440674
	Iteration 65Q: 3 clusters Score -147563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147565.906250 Penalty: 3568.440674
	Iteration 66Q: 3 clusters Score -147565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147565.906250 Penalty: 3568.440674
	Iteration 67F: 3 clusters Score -147565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -275772.250000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -275772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -272782.843750 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -272782.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -273379.218750 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -273379.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -273555.156250 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -273555.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -273671.875000 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -273671.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273776.312500 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -273776.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -273888.000000 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -273888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274022.906250 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -274022.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274169.656250 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -274169.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274327.437500 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -274327.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274491.593750 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -274491.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274688.875000 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -274688.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -274917.125000 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -274917.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -275233.125000 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -275233.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -275609.625000 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -275609.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -275863.875000 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -275863.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276057.031250 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -276057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -276135.000000 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -276135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -276182.625000 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -276182.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -276243.156250 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -276243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -276266.781250 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -276266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -276277.875000 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -276277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -276280.093750 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -276280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -276280.437500 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -276280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276281.031250 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -276281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276281.031250 Penalty: 3904.170410
	Iteration 24F: 3 clusters Score -276281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95751 members 
Mstep: Class 21 contains 91625 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190549 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1438 members 
Entering Unmasked Estep 
Score: -183992960.000000 Penalty: 109879.187500
Splitting cluster 7 changes total score from -183993600.000000 to -183992960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Entering Unmasked Estep 
Score: -1370101.125000 Penalty: 2341.755371
	Iteration 0F: 2 clusters Score -1370101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1360826.625000 Penalty: 4683.510742
	Iteration 0F: 3 clusters Score -1360827 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1363890.875000 Penalty: 4683.510742
	Iteration 1F: 3 clusters Score -1363891 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1364576.625000 Penalty: 4683.510742
	Iteration 2F: 3 clusters Score -1364577 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1365218.375000 Penalty: 4683.510742
	Iteration 3F: 3 clusters Score -1365218 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1365720.875000 Penalty: 4683.510742
	Iteration 4F: 3 clusters Score -1365721 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1366092.125000 Penalty: 4683.510742
	Iteration 5F: 3 clusters Score -1366092 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1366378.750000 Penalty: 4683.510742
	Iteration 6Q: 3 clusters Score -1366379 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1366613.750000 Penalty: 4683.510742
	Iteration 7Q: 3 clusters Score -1366614 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1366811.750000 Penalty: 4683.510742
	Iteration 8Q: 3 clusters Score -1366812 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1366983.500000 Penalty: 4683.510742
	Iteration 9Q: 3 clusters Score -1366984 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1367145.250000 Penalty: 4683.510742
	Iteration 10Q: 3 clusters Score -1367145 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1367280.500000 Penalty: 4683.510742
	Iteration 11Q: 3 clusters Score -1367280 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1367412.375000 Penalty: 4683.510742
	Iteration 12Q: 3 clusters Score -1367412 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1367553.875000 Penalty: 4683.510742
	Iteration 13Q: 3 clusters Score -1367554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1367699.625000 Penalty: 4683.510742
	Iteration 14Q: 3 clusters Score -1367700 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1367849.875000 Penalty: 4683.510742
	Iteration 15Q: 3 clusters Score -1367850 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1368019.750000 Penalty: 4683.510742
	Iteration 16Q: 3 clusters Score -1368020 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1368187.500000 Penalty: 4683.510742
	Iteration 17Q: 3 clusters Score -1368188 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1368358.250000 Penalty: 4683.510742
	Iteration 18Q: 3 clusters Score -1368358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1368512.000000 Penalty: 4683.510742
	Iteration 19Q: 3 clusters Score -1368512 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1368662.750000 Penalty: 4683.510742
	Iteration 20F: 3 clusters Score -1368663 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1368787.250000 Penalty: 4683.510742
	Iteration 21Q: 3 clusters Score -1368787 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1368921.250000 Penalty: 4683.510742
	Iteration 22Q: 3 clusters Score -1368921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1369060.875000 Penalty: 4683.510742
	Iteration 23Q: 3 clusters Score -1369061 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1369212.375000 Penalty: 4683.510742
	Iteration 24Q: 3 clusters Score -1369212 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1369369.125000 Penalty: 4683.510742
	Iteration 25Q: 3 clusters Score -1369369 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1369532.500000 Penalty: 4683.510742
	Iteration 26Q: 3 clusters Score -1369532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1369693.875000 Penalty: 4683.510742
	Iteration 27Q: 3 clusters Score -1369694 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1369843.000000 Penalty: 4683.510742
	Iteration 28Q: 3 clusters Score -1369843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1369952.875000 Penalty: 4683.510742
	Iteration 29Q: 3 clusters Score -1369953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1370001.625000 Penalty: 4683.510742
	Iteration 30Q: 3 clusters Score -1370002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1370031.500000 Penalty: 4683.510742
	Iteration 31Q: 3 clusters Score -1370032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1370053.250000 Penalty: 4683.510742
	Iteration 32Q: 3 clusters Score -1370053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1370077.000000 Penalty: 4683.510742
	Iteration 33Q: 3 clusters Score -1370077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1370079.000000 Penalty: 4683.510742
	Iteration 34Q: 3 clusters Score -1370079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1370088.125000 Penalty: 4683.510742
	Iteration 35Q: 3 clusters Score -1370088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1370088.750000 Penalty: 4683.510742
	Iteration 36Q: 3 clusters Score -1370089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1370090.250000 Penalty: 4683.510742
	Iteration 37Q: 3 clusters Score -1370090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1370094.125000 Penalty: 4683.510742
	Iteration 38Q: 3 clusters Score -1370094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1370094.750000 Penalty: 4683.510742
	Iteration 39Q: 3 clusters Score -1370095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1370096.875000 Penalty: 4683.510742
	Iteration 40F: 3 clusters Score -1370097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1370100.500000 Penalty: 4683.510742
	Iteration 41Q: 3 clusters Score -1370100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1370100.250000 Penalty: 4683.510742
	Iteration 42Q: 3 clusters Score -1370100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1370101.125000 Penalty: 4683.510742
	Iteration 43Q: 3 clusters Score -1370101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1370104.000000 Penalty: 4683.510742
	Iteration 44Q: 3 clusters Score -1370104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1370104.250000 Penalty: 4683.510742
	Iteration 45Q: 3 clusters Score -1370104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1370103.125000 Penalty: 4683.510742
	Iteration 46Q: 3 clusters Score -1370103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1370103.125000 Penalty: 4683.510742
	Iteration 47F: 3 clusters Score -1370103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 11270 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95751 members 
Mstep: Class 21 contains 91625 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190549 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1344 members 
Entering Unmasked Estep 
Score: -183992944.000000 Penalty: 109879.187500
Splitting cluster 8 changes total score from -183993600.000000 to -183992944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 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 244 members 
Entering Unmasked Estep 
Score: -50523.781250 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50523.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50693.250000 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50693.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50749.300781 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50749.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50771.832031 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50771.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50781.273438 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50781.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50787.976562 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -50787.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50789.269531 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -50789.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50791.175781 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -50791.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50791.175781 Penalty: 3075.452393
	Iteration 8F: 3 clusters Score -50791.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Entering Unmasked Estep 
Score: -9750233.000000 Penalty: 2811.279785
	Iteration 0F: 2 clusters Score -9750233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -9694087.000000 Penalty: 5622.559570
	Iteration 0F: 3 clusters Score -9694087 nChanged 39288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -9716576.000000 Penalty: 5622.559570
	Iteration 1F: 3 clusters Score -9716576 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -9717619.000000 Penalty: 5622.559570
	Iteration 2Q: 3 clusters Score -9717619 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -9719028.000000 Penalty: 5622.559570
	Iteration 3Q: 3 clusters Score -9719028 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -9720754.000000 Penalty: 5622.559570
	Iteration 4Q: 3 clusters Score -9720754 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -9723513.000000 Penalty: 5622.559570
	Iteration 5F: 3 clusters Score -9723513 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -9727159.000000 Penalty: 5622.559570
	Iteration 6F: 3 clusters Score -9727159 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -9730668.000000 Penalty: 5622.559570
	Iteration 7F: 3 clusters Score -9730668 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -9733350.000000 Penalty: 5622.559570
	Iteration 8F: 3 clusters Score -9733350 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -9735156.000000 Penalty: 5622.559570
	Iteration 9Q: 3 clusters Score -9735156 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9736383.000000 Penalty: 5622.559570
	Iteration 10Q: 3 clusters Score -9736383 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -9737430.000000 Penalty: 5622.559570
	Iteration 11Q: 3 clusters Score -9737430 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9738388.000000 Penalty: 5622.559570
	Iteration 12Q: 3 clusters Score -9738388 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -9739331.000000 Penalty: 5622.559570
	Iteration 13Q: 3 clusters Score -9739331 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -9740280.000000 Penalty: 5622.559570
	Iteration 14Q: 3 clusters Score -9740280 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -9741344.000000 Penalty: 5622.559570
	Iteration 15Q: 3 clusters Score -9741344 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -9742267.000000 Penalty: 5622.559570
	Iteration 16Q: 3 clusters Score -9742267 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -9743016.000000 Penalty: 5622.559570
	Iteration 17Q: 3 clusters Score -9743016 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -9743553.000000 Penalty: 5622.559570
	Iteration 18Q: 3 clusters Score -9743553 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -9743945.000000 Penalty: 5622.559570
	Iteration 19Q: 3 clusters Score -9743945 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -9744272.000000 Penalty: 5622.559570
	Iteration 20F: 3 clusters Score -9744272 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -9744507.000000 Penalty: 5622.559570
	Iteration 21Q: 3 clusters Score -9744507 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -9744626.000000 Penalty: 5622.559570
	Iteration 22Q: 3 clusters Score -9744626 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -9744735.000000 Penalty: 5622.559570
	Iteration 23Q: 3 clusters Score -9744735 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -9744761.000000 Penalty: 5622.559570
	Iteration 24Q: 3 clusters Score -9744761 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -9744848.000000 Penalty: 5622.559570
	Iteration 25Q: 3 clusters Score -9744848 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -9744918.000000 Penalty: 5622.559570
	Iteration 26Q: 3 clusters Score -9744918 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -9744942.000000 Penalty: 5622.559570
	Iteration 27Q: 3 clusters Score -9744942 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -9744950.000000 Penalty: 5622.559570
	Iteration 28Q: 3 clusters Score -9744950 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -9744975.000000 Penalty: 5622.559570
	Iteration 29Q: 3 clusters Score -9744975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9745004.000000 Penalty: 5622.559570
	Iteration 30Q: 3 clusters Score -9745004 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -9745030.000000 Penalty: 5622.559570
	Iteration 31Q: 3 clusters Score -9745030 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -9745010.000000 Penalty: 5622.559570
	Iteration 32Q: 3 clusters Score -9745010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -9745021.000000 Penalty: 5622.559570
	Iteration 33Q: 3 clusters Score -9745021 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -9745052.000000 Penalty: 5622.559570
	Iteration 34Q: 3 clusters Score -9745052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -9745046.000000 Penalty: 5622.559570
	Iteration 35Q: 3 clusters Score -9745046 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -9745073.000000 Penalty: 5622.559570
	Iteration 36Q: 3 clusters Score -9745073 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -9745096.000000 Penalty: 5622.559570
	Iteration 37Q: 3 clusters Score -9745096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9745087.000000 Penalty: 5622.559570
	Iteration 38Q: 3 clusters Score -9745087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9745103.000000 Penalty: 5622.559570
	Iteration 39Q: 3 clusters Score -9745103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9745143.000000 Penalty: 5622.559570
	Iteration 40F: 3 clusters Score -9745143 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -9745123.000000 Penalty: 5622.559570
	Iteration 41Q: 3 clusters Score -9745123 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9745119.000000 Penalty: 5622.559570
	Iteration 42Q: 3 clusters Score -9745119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -9745124.000000 Penalty: 5622.559570
	Iteration 43Q: 3 clusters Score -9745124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -9745133.000000 Penalty: 5622.559570
	Iteration 44Q: 3 clusters Score -9745133 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9745141.000000 Penalty: 5622.559570
	Iteration 45Q: 3 clusters Score -9745141 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -9745156.000000 Penalty: 5622.559570
	Iteration 46Q: 3 clusters Score -9745156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9745151 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9745140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9745122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9745149 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34424 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9745151 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9745152 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9745150 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -9745173.000000 Penalty: 5622.559570
	Iteration 54Q: 3 clusters Score -9745173 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -9745188.000000 Penalty: 5622.559570
	Iteration 55Q: 3 clusters Score -9745188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9745186 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9745213 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -9745228.000000 Penalty: 5622.559570
	Iteration 58Q: 3 clusters Score -9745228 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9745244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -9745263.000000 Penalty: 5622.559570
	Iteration 60F: 3 clusters Score -9745263 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9745284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -9745271.000000 Penalty: 5622.559570
	Iteration 62Q: 3 clusters Score -9745271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -9745282.000000 Penalty: 5622.559570
	Iteration 63Q: 3 clusters Score -9745282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9745283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9745288.000000 Penalty: 5622.559570
	Iteration 65Q: 3 clusters Score -9745288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -9745295.000000 Penalty: 5622.559570
	Iteration 66Q: 3 clusters Score -9745295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -9745282.000000 Penalty: 5622.559570
	Iteration 67Q: 3 clusters Score -9745282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9745273.000000 Penalty: 5622.559570
	Iteration 68Q: 3 clusters Score -9745273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9745284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9745288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -9745316.000000 Penalty: 5622.559570
	Iteration 71Q: 3 clusters Score -9745316 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -9745330.000000 Penalty: 5622.559570
	Iteration 72Q: 3 clusters Score -9745330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -9745335.000000 Penalty: 5622.559570
	Iteration 73Q: 3 clusters Score -9745335 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -9745338.000000 Penalty: 5622.559570
	Iteration 74Q: 3 clusters Score -9745338 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -9745350.000000 Penalty: 5622.559570
	Iteration 75Q: 3 clusters Score -9745350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -9745348.000000 Penalty: 5622.559570
	Iteration 76Q: 3 clusters Score -9745348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -9745358.000000 Penalty: 5622.559570
	Iteration 77Q: 3 clusters Score -9745358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -9745362.000000 Penalty: 5622.559570
	Iteration 78Q: 3 clusters Score -9745362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -9745378.000000 Penalty: 5622.559570
	Iteration 79Q: 3 clusters Score -9745378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -9745375.000000 Penalty: 5622.559570
	Iteration 80F: 3 clusters Score -9745375 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9745375 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -9745384.000000 Penalty: 5622.559570
	Iteration 82Q: 3 clusters Score -9745384 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9745377 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -9745373.000000 Penalty: 5622.559570
	Iteration 84Q: 3 clusters Score -9745373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9745371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -9745389.000000 Penalty: 5622.559570
	Iteration 86Q: 3 clusters Score -9745389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -9745382.000000 Penalty: 5622.559570
	Iteration 87Q: 3 clusters Score -9745382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -9745382.000000 Penalty: 5622.559570
	Iteration 88Q: 3 clusters Score -9745382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -9745375.000000 Penalty: 5622.559570
	Iteration 89Q: 3 clusters Score -9745375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -9745382.000000 Penalty: 5622.559570
	Iteration 90Q: 3 clusters Score -9745382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -9745377.000000 Penalty: 5622.559570
	Iteration 91Q: 3 clusters Score -9745377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -9745371.000000 Penalty: 5622.559570
	Iteration 92Q: 3 clusters Score -9745371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -9745365.000000 Penalty: 5622.559570
	Iteration 93Q: 3 clusters Score -9745365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -9745368.000000 Penalty: 5622.559570
	Iteration 94Q: 3 clusters Score -9745368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -9745377.000000 Penalty: 5622.559570
	Iteration 95Q: 3 clusters Score -9745377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -9745370.000000 Penalty: 5622.559570
	Iteration 96Q: 3 clusters Score -9745370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -9745374.000000 Penalty: 5622.559570
	Iteration 97Q: 3 clusters Score -9745374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -9745388.000000 Penalty: 5622.559570
	Iteration 98Q: 3 clusters Score -9745388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -9745383.000000 Penalty: 5622.559570
	Iteration 99Q: 3 clusters Score -9745383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -9745408.000000 Penalty: 5622.559570
	Iteration 100F: 3 clusters Score -9745408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -9745413.000000 Penalty: 5622.559570
	Iteration 101Q: 3 clusters Score -9745413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -9745404.000000 Penalty: 5622.559570
	Iteration 102Q: 3 clusters Score -9745404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -9745401.000000 Penalty: 5622.559570
	Iteration 103Q: 3 clusters Score -9745401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -9745414.000000 Penalty: 5622.559570
	Iteration 104Q: 3 clusters Score -9745414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -9745426.000000 Penalty: 5622.559570
	Iteration 105Q: 3 clusters Score -9745426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -9745432.000000 Penalty: 5622.559570
	Iteration 106Q: 3 clusters Score -9745432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -9745432.000000 Penalty: 5622.559570
	Iteration 107Q: 3 clusters Score -9745432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -9745448.000000 Penalty: 5622.559570
	Iteration 108Q: 3 clusters Score -9745448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -9745441.000000 Penalty: 5622.559570
	Iteration 109Q: 3 clusters Score -9745441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -9745442.000000 Penalty: 5622.559570
	Iteration 110Q: 3 clusters Score -9745442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -9745437.000000 Penalty: 5622.559570
	Iteration 111Q: 3 clusters Score -9745437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -9745442.000000 Penalty: 5622.559570
	Iteration 112Q: 3 clusters Score -9745442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -9745436.000000 Penalty: 5622.559570
	Iteration 113Q: 3 clusters Score -9745436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -9745439.000000 Penalty: 5622.559570
	Iteration 114Q: 3 clusters Score -9745439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -9745431.000000 Penalty: 5622.559570
	Iteration 115Q: 3 clusters Score -9745431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -9745433.000000 Penalty: 5622.559570
	Iteration 116Q: 3 clusters Score -9745433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -9745420.000000 Penalty: 5622.559570
	Iteration 117Q: 3 clusters Score -9745420 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -9745434.000000 Penalty: 5622.559570
	Iteration 118Q: 3 clusters Score -9745434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -9745438.000000 Penalty: 5622.559570
	Iteration 119Q: 3 clusters Score -9745438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -9745448.000000 Penalty: 5622.559570
	Iteration 120F: 3 clusters Score -9745448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -9745443.000000 Penalty: 5622.559570
	Iteration 121Q: 3 clusters Score -9745443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -9745442.000000 Penalty: 5622.559570
	Iteration 122Q: 3 clusters Score -9745442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -9745445.000000 Penalty: 5622.559570
	Iteration 123Q: 3 clusters Score -9745445 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9745449 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -9745458.000000 Penalty: 5622.559570
	Iteration 125Q: 3 clusters Score -9745458 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -9745465.000000 Penalty: 5622.559570
	Iteration 126Q: 3 clusters Score -9745465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -9745463.000000 Penalty: 5622.559570
	Iteration 127Q: 3 clusters Score -9745463 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -9745453.000000 Penalty: 5622.559570
	Iteration 128Q: 3 clusters Score -9745453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -9745463.000000 Penalty: 5622.559570
	Iteration 129Q: 3 clusters Score -9745463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -9745465.000000 Penalty: 5622.559570
	Iteration 130Q: 3 clusters Score -9745465 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -9745456.000000 Penalty: 5622.559570
	Iteration 131Q: 3 clusters Score -9745456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -9745463.000000 Penalty: 5622.559570
	Iteration 132Q: 3 clusters Score -9745463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -9745463.000000 Penalty: 5622.559570
	Iteration 133Q: 3 clusters Score -9745463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -9745468.000000 Penalty: 5622.559570
	Iteration 134Q: 3 clusters Score -9745468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9745462 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30340 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9745463 nChanged 0
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Mstep: Class 1 contains 30340 members 
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Entering Unmasked Estep 
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	Iteration 137F: 3 clusters Score -9745463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 655 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -141702 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142185.640625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142185.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142788.250000 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142788.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -143413.234375 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -143413.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -143749.921875 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -143749.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -143904.109375 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -143904.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -143958.031250 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -143958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -143978.687500 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -143978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -143987.765625 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -143987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -143989.921875 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -143989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -143991.781250 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -143991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -143991.781250 Penalty: 3554.468018
	Iteration 11F: 3 clusters Score -143991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 221 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95751 members 
Mstep: Class 21 contains 91625 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190549 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1074 members 
Entering Unmasked Estep 
Score: -183991392.000000 Penalty: 109879.187500
Splitting cluster 11 changes total score from -183993600.000000 to -183991392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (323294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323294 members 
Entering Unmasked Estep 
Score: -37932564.000000 Penalty: 3146.206787
	Iteration 0F: 2 clusters Score -3.793256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -37727576.000000 Penalty: 6292.413574
	Iteration 0F: 3 clusters Score -3.772758e+07 nChanged 156648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -37819964.000000 Penalty: 6292.413574
	Iteration 1F: 3 clusters Score -3.781996e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162611 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -37821220.000000 Penalty: 6292.413574
	Iteration 2Q: 3 clusters Score -3.782122e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162824 members 
Mstep: Class 2 contains 160470 members 
Entering Unmasked Estep 
Score: -37822536.000000 Penalty: 6292.413574
	Iteration 3Q: 3 clusters Score -3.782254e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -37824292.000000 Penalty: 6292.413574
	Iteration 4Q: 3 clusters Score -3.782429e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -37826652.000000 Penalty: 6292.413574
	Iteration 5Q: 3 clusters Score -3.782665e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -37829596.000000 Penalty: 6292.413574
	Iteration 6Q: 3 clusters Score -3.78296e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -37833572.000000 Penalty: 6292.413574
	Iteration 7Q: 3 clusters Score -3.783357e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 160182 members 
Entering Unmasked Estep 
Score: -37840512.000000 Penalty: 6292.413574
	Iteration 8Q: 3 clusters Score -3.784051e+07 nChanged 17299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 160011 members 
Entering Unmasked Estep 
Score: -37851464.000000 Penalty: 6292.413574
	Iteration 9F: 3 clusters Score -3.785146e+07 nChanged 20051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 159726 members 
Entering Unmasked Estep 
Score: -37866848.000000 Penalty: 6292.413574
	Iteration 10F: 3 clusters Score -3.786685e+07 nChanged 20188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -37879416.000000 Penalty: 6292.413574
	Iteration 11F: 3 clusters Score -3.787942e+07 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165025 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -37885416.000000 Penalty: 6292.413574
	Iteration 12Q: 3 clusters Score -3.788542e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -37887128.000000 Penalty: 6292.413574
	Iteration 13Q: 3 clusters Score -3.788713e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166697 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -37887880.000000 Penalty: 6292.413574
	Iteration 14Q: 3 clusters Score -3.788788e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -37888392.000000 Penalty: 6292.413574
	Iteration 15Q: 3 clusters Score -3.788839e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -37888912.000000 Penalty: 6292.413574
	Iteration 16Q: 3 clusters Score -3.788891e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169180 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -37889496.000000 Penalty: 6292.413574
	Iteration 17Q: 3 clusters Score -3.78895e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -37890120.000000 Penalty: 6292.413574
	Iteration 18Q: 3 clusters Score -3.789012e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 152634 members 
Entering Unmasked Estep 
Score: -37890780.000000 Penalty: 6292.413574
	Iteration 19Q: 3 clusters Score -3.789078e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171313 members 
Mstep: Class 2 contains 151981 members 
Entering Unmasked Estep 
Score: -37891680.000000 Penalty: 6292.413574
	Iteration 20F: 3 clusters Score -3.789168e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171932 members 
Mstep: Class 2 contains 151362 members 
Entering Unmasked Estep 
Score: -37892836.000000 Penalty: 6292.413574
	Iteration 21Q: 3 clusters Score -3.789284e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -37894156.000000 Penalty: 6292.413574
	Iteration 22Q: 3 clusters Score -3.789416e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173141 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -37896040.000000 Penalty: 6292.413574
	Iteration 23Q: 3 clusters Score -3.789604e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173654 members 
Mstep: Class 2 contains 149640 members 
Entering Unmasked Estep 
Score: -37898032.000000 Penalty: 6292.413574
	Iteration 24Q: 3 clusters Score -3.789803e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174100 members 
Mstep: Class 2 contains 149194 members 
Entering Unmasked Estep 
Score: -37900292.000000 Penalty: 6292.413574
	Iteration 25Q: 3 clusters Score -3.790029e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -37902864.000000 Penalty: 6292.413574
	Iteration 26Q: 3 clusters Score -3.790286e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175017 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -37905792.000000 Penalty: 6292.413574
	Iteration 27Q: 3 clusters Score -3.790579e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -37909000.000000 Penalty: 6292.413574
	Iteration 28Q: 3 clusters Score -3.7909e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176066 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -37912144.000000 Penalty: 6292.413574
	Iteration 29Q: 3 clusters Score -3.791214e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176850 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -37915184.000000 Penalty: 6292.413574
	Iteration 30Q: 3 clusters Score -3.791518e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177816 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -37917808.000000 Penalty: 6292.413574
	Iteration 31Q: 3 clusters Score -3.791781e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178752 members 
Mstep: Class 2 contains 144542 members 
Entering Unmasked Estep 
Score: -37919956.000000 Penalty: 6292.413574
	Iteration 32Q: 3 clusters Score -3.791996e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179846 members 
Mstep: Class 2 contains 143448 members 
Entering Unmasked Estep 
Score: -37921472.000000 Penalty: 6292.413574
	Iteration 33Q: 3 clusters Score -3.792147e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181099 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -37922248.000000 Penalty: 6292.413574
	Iteration 34Q: 3 clusters Score -3.792225e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182503 members 
Mstep: Class 2 contains 140791 members 
Entering Unmasked Estep 
Score: -37922708.000000 Penalty: 6292.413574
	Iteration 35Q: 3 clusters Score -3.792271e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 139355 members 
Entering Unmasked Estep 
Score: -37923108.000000 Penalty: 6292.413574
	Iteration 36Q: 3 clusters Score -3.792311e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -37923336.000000 Penalty: 6292.413574
	Iteration 37Q: 3 clusters Score -3.792334e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186805 members 
Mstep: Class 2 contains 136489 members 
Entering Unmasked Estep 
Score: -37923384.000000 Penalty: 6292.413574
	Iteration 38Q: 3 clusters Score -3.792338e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 134978 members 
Entering Unmasked Estep 
Score: -37923312.000000 Penalty: 6292.413574
	Iteration 39Q: 3 clusters Score -3.792331e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189951 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -37923600.000000 Penalty: 6292.413574
	Iteration 40F: 3 clusters Score -3.79236e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -37923596.000000 Penalty: 6292.413574
	Iteration 41Q: 3 clusters Score -3.79236e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193478 members 
Mstep: Class 2 contains 129816 members 
Entering Unmasked Estep 
Score: -37923568.000000 Penalty: 6292.413574
	Iteration 42Q: 3 clusters Score -3.792357e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195339 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -37923532.000000 Penalty: 6292.413574
	Iteration 43Q: 3 clusters Score -3.792353e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 126111 members 
Entering Unmasked Estep 
Score: -37923572.000000 Penalty: 6292.413574
	Iteration 44Q: 3 clusters Score -3.792357e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 124178 members 
Entering Unmasked Estep 
Score: -37923488.000000 Penalty: 6292.413574
	Iteration 45Q: 3 clusters Score -3.792349e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201093 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -37923468.000000 Penalty: 6292.413574
	Iteration 46Q: 3 clusters Score -3.792347e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202961 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -37923420.000000 Penalty: 6292.413574
	Iteration 47Q: 3 clusters Score -3.792342e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204885 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -37923072.000000 Penalty: 6292.413574
	Iteration 48Q: 3 clusters Score -3.792307e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206891 members 
Mstep: Class 2 contains 116403 members 
Entering Unmasked Estep 
Score: -37923056.000000 Penalty: 6292.413574
	Iteration 49Q: 3 clusters Score -3.792306e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208923 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -37923000.000000 Penalty: 6292.413574
	Iteration 50Q: 3 clusters Score -3.7923e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211010 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -37922928.000000 Penalty: 6292.413574
	Iteration 51Q: 3 clusters Score -3.792293e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213250 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -37922976.000000 Penalty: 6292.413574
	Iteration 52Q: 3 clusters Score -3.792298e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215377 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -37922832.000000 Penalty: 6292.413574
	Iteration 53Q: 3 clusters Score -3.792283e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217664 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -37922812.000000 Penalty: 6292.413574
	Iteration 54Q: 3 clusters Score -3.792281e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219942 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -37922800.000000 Penalty: 6292.413574
	Iteration 55Q: 3 clusters Score -3.79228e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222195 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -37922808.000000 Penalty: 6292.413574
	Iteration 56Q: 3 clusters Score -3.792281e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224435 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -37922680.000000 Penalty: 6292.413574
	Iteration 57Q: 3 clusters Score -3.792268e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226712 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -37922576.000000 Penalty: 6292.413574
	Iteration 58Q: 3 clusters Score -3.792258e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228920 members 
Mstep: Class 2 contains 94374 members 
Entering Unmasked Estep 
Score: -37922340.000000 Penalty: 6292.413574
	Iteration 59Q: 3 clusters Score -3.792234e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231128 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -37922468.000000 Penalty: 6292.413574
	Iteration 60F: 3 clusters Score -3.792247e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233292 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -37922340.000000 Penalty: 6292.413574
	Iteration 61Q: 3 clusters Score -3.792234e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235533 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -37922216.000000 Penalty: 6292.413574
	Iteration 62Q: 3 clusters Score -3.792222e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237784 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -37922152.000000 Penalty: 6292.413574
	Iteration 63Q: 3 clusters Score -3.792215e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240048 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -37922128.000000 Penalty: 6292.413574
	Iteration 64Q: 3 clusters Score -3.792213e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242379 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -37922056.000000 Penalty: 6292.413574
	Iteration 65Q: 3 clusters Score -3.792206e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244719 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -37921952.000000 Penalty: 6292.413574
	Iteration 66Q: 3 clusters Score -3.792195e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247079 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -37921828.000000 Penalty: 6292.413574
	Iteration 67Q: 3 clusters Score -3.792183e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249488 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -37921816.000000 Penalty: 6292.413574
	Iteration 68Q: 3 clusters Score -3.792182e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252044 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -37922008.000000 Penalty: 6292.413574
	Iteration 69Q: 3 clusters Score -3.792201e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254667 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -37921928.000000 Penalty: 6292.413574
	Iteration 70Q: 3 clusters Score -3.792193e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257399 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -37921880.000000 Penalty: 6292.413574
	Iteration 71Q: 3 clusters Score -3.792188e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260084 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -37921980.000000 Penalty: 6292.413574
	Iteration 72Q: 3 clusters Score -3.792198e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262896 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -37921968.000000 Penalty: 6292.413574
	Iteration 73Q: 3 clusters Score -3.792197e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265874 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -37922012.000000 Penalty: 6292.413574
	Iteration 74Q: 3 clusters Score -3.792201e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269013 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -37922336.000000 Penalty: 6292.413574
	Iteration 75Q: 3 clusters Score -3.792234e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272376 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -37922420.000000 Penalty: 6292.413574
	Iteration 76Q: 3 clusters Score -3.792242e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275939 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -37922672.000000 Penalty: 6292.413574
	Iteration 77Q: 3 clusters Score -3.792267e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279732 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -37923252.000000 Penalty: 6292.413574
	Iteration 78Q: 3 clusters Score -3.792325e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283670 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -37924092.000000 Penalty: 6292.413574
	Iteration 79Q: 3 clusters Score -3.792409e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287748 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -37924988.000000 Penalty: 6292.413574
	Iteration 80F: 3 clusters Score -3.792499e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291835 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -37925840.000000 Penalty: 6292.413574
	Iteration 81Q: 3 clusters Score -3.792584e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295850 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -37926896.000000 Penalty: 6292.413574
	Iteration 82Q: 3 clusters Score -3.79269e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299639 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -37929076.000000 Penalty: 6292.413574
	Iteration 83Q: 3 clusters Score -3.792908e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303124 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -37930476.000000 Penalty: 6292.413574
	Iteration 84Q: 3 clusters Score -3.793048e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306234 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -37931788.000000 Penalty: 6292.413574
	Iteration 85Q: 3 clusters Score -3.793179e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309034 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -37932992.000000 Penalty: 6292.413574
	Iteration 86Q: 3 clusters Score -3.793299e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311518 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -37933356.000000 Penalty: 6292.413574
	Iteration 87Q: 3 clusters Score -3.793336e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313687 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -37933564.000000 Penalty: 6292.413574
	Iteration 88Q: 3 clusters Score -3.793356e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315485 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -37933412.000000 Penalty: 6292.413574
	Iteration 89Q: 3 clusters Score -3.793341e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316966 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -37933020.000000 Penalty: 6292.413574
	Iteration 90Q: 3 clusters Score -3.793302e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318162 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -37932588.000000 Penalty: 6292.413574
	Iteration 91Q: 3 clusters Score -3.793259e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319095 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -37932140.000000 Penalty: 6292.413574
	Iteration 92Q: 3 clusters Score -3.793214e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319880 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -37931812.000000 Penalty: 6292.413574
	Iteration 93Q: 3 clusters Score -3.793181e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320534 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -37931516.000000 Penalty: 6292.413574
	Iteration 94Q: 3 clusters Score -3.793152e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321028 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -37931280.000000 Penalty: 6292.413574
	Iteration 95Q: 3 clusters Score -3.793128e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321403 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -37931152.000000 Penalty: 6292.413574
	Iteration 96Q: 3 clusters Score -3.793115e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321650 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -37930936.000000 Penalty: 6292.413574
	Iteration 97Q: 3 clusters Score -3.793094e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321835 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -37930888.000000 Penalty: 6292.413574
	Iteration 98Q: 3 clusters Score -3.793089e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -37930808.000000 Penalty: 6292.413574
	Iteration 99Q: 3 clusters Score -3.793081e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322070 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -37930780.000000 Penalty: 6292.413574
	Iteration 100F: 3 clusters Score -3.793078e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322146 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -37930772.000000 Penalty: 6292.413574
	Iteration 101Q: 3 clusters Score -3.793077e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322220 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -37930788.000000 Penalty: 6292.413574
	Iteration 102Q: 3 clusters Score -3.793079e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322283 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -37930728.000000 Penalty: 6292.413574
	Iteration 103Q: 3 clusters Score -3.793073e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322336 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -37930728.000000 Penalty: 6292.413574
	Iteration 104Q: 3 clusters Score -3.793073e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322374 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -37930708.000000 Penalty: 6292.413574
	Iteration 105Q: 3 clusters Score -3.793071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322393 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -37930720.000000 Penalty: 6292.413574
	Iteration 106Q: 3 clusters Score -3.793072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322416 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -37930700.000000 Penalty: 6292.413574
	Iteration 107Q: 3 clusters Score -3.79307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322432 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -37930696.000000 Penalty: 6292.413574
	Iteration 108Q: 3 clusters Score -3.79307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322449 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -37930680.000000 Penalty: 6292.413574
	Iteration 109Q: 3 clusters Score -3.793068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322462 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -37930644.000000 Penalty: 6292.413574
	Iteration 110Q: 3 clusters Score -3.793064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322466 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -37930624.000000 Penalty: 6292.413574
	Iteration 111Q: 3 clusters Score -3.793062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322472 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -37930624.000000 Penalty: 6292.413574
	Iteration 112Q: 3 clusters Score -3.793062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322473 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -37930640.000000 Penalty: 6292.413574
	Iteration 113Q: 3 clusters Score -3.793064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322475 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -37930640.000000 Penalty: 6292.413574
	Iteration 114Q: 3 clusters Score -3.793064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322477 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -37930644.000000 Penalty: 6292.413574
	Iteration 115Q: 3 clusters Score -3.793064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322480 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 116Q: 3 clusters Score -3.79306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322484 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -37930608.000000 Penalty: 6292.413574
	Iteration 117Q: 3 clusters Score -3.793061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322490 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -37930600.000000 Penalty: 6292.413574
	Iteration 118Q: 3 clusters Score -3.79306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322493 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 119Q: 3 clusters Score -3.79306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322499 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -37930600.000000 Penalty: 6292.413574
	Iteration 120F: 3 clusters Score -3.79306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322506 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 121Q: 3 clusters Score -3.79306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322508 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 122Q: 3 clusters Score -3.79306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322513 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -37930620.000000 Penalty: 6292.413574
	Iteration 123Q: 3 clusters Score -3.793062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322522 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -37930600.000000 Penalty: 6292.413574
	Iteration 124Q: 3 clusters Score -3.79306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322524 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -37930600.000000 Penalty: 6292.413574
	Iteration 125Q: 3 clusters Score -3.79306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322526 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -37930612.000000 Penalty: 6292.413574
	Iteration 126Q: 3 clusters Score -3.793061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322527 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -37930624.000000 Penalty: 6292.413574
	Iteration 127Q: 3 clusters Score -3.793062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322528 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -37930628.000000 Penalty: 6292.413574
	Iteration 128Q: 3 clusters Score -3.793063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322529 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -37930628.000000 Penalty: 6292.413574
	Iteration 129Q: 3 clusters Score -3.793063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322528 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -37930616.000000 Penalty: 6292.413574
	Iteration 130Q: 3 clusters Score -3.793062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322530 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -37930648.000000 Penalty: 6292.413574
	Iteration 131Q: 3 clusters Score -3.793065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322534 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -37930632.000000 Penalty: 6292.413574
	Iteration 132Q: 3 clusters Score -3.793063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322536 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -37930620.000000 Penalty: 6292.413574
	Iteration 133Q: 3 clusters Score -3.793062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322539 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -37930608.000000 Penalty: 6292.413574
	Iteration 134Q: 3 clusters Score -3.793061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322545 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -37930608.000000 Penalty: 6292.413574
	Iteration 135Q: 3 clusters Score -3.793061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322553 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -37930584.000000 Penalty: 6292.413574
	Iteration 136Q: 3 clusters Score -3.793058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322555 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -37930592.000000 Penalty: 6292.413574
	Iteration 137Q: 3 clusters Score -3.793059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322559 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 138Q: 3 clusters Score -3.79306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322561 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -37930608.000000 Penalty: 6292.413574
	Iteration 139Q: 3 clusters Score -3.793061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322562 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -37930592.000000 Penalty: 6292.413574
	Iteration 140F: 3 clusters Score -3.793059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322563 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 141Q: 3 clusters Score -3.79306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322563 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.413574
	Iteration 142F: 3 clusters Score -3.79306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Entering Unmasked Estep 
Score: -2808184.750000 Penalty: 2496.470703
	Iteration 0F: 2 clusters Score -2808185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2791733.750000 Penalty: 4992.941406
	Iteration 0F: 3 clusters Score -2791734 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2797333.750000 Penalty: 4992.941406
	Iteration 1F: 3 clusters Score -2797334 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2797717.000000 Penalty: 4992.941406
	Iteration 2Q: 3 clusters Score -2797717 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2798040.000000 Penalty: 4992.941406
	Iteration 3Q: 3 clusters Score -2798040 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2798323.000000 Penalty: 4992.941406
	Iteration 4Q: 3 clusters Score -2798323 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2798603.250000 Penalty: 4992.941406
	Iteration 5Q: 3 clusters Score -2798603 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2798853.000000 Penalty: 4992.941406
	Iteration 6Q: 3 clusters Score -2798853 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2799164.000000 Penalty: 4992.941406
	Iteration 7Q: 3 clusters Score -2799164 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2799554.500000 Penalty: 4992.941406
	Iteration 8Q: 3 clusters Score -2799554 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2800043.500000 Penalty: 4992.941406
	Iteration 9Q: 3 clusters Score -2800044 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2800713.250000 Penalty: 4992.941406
	Iteration 10Q: 3 clusters Score -2800713 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2801590.000000 Penalty: 4992.941406
	Iteration 11F: 3 clusters Score -2801590 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2802739.000000 Penalty: 4992.941406
	Iteration 12F: 3 clusters Score -2802739 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2803891.500000 Penalty: 4992.941406
	Iteration 13F: 3 clusters Score -2803892 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2804859.750000 Penalty: 4992.941406
	Iteration 14Q: 3 clusters Score -2804860 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2805378.000000 Penalty: 4992.941406
	Iteration 15Q: 3 clusters Score -2805378 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2805651.750000 Penalty: 4992.941406
	Iteration 16Q: 3 clusters Score -2805652 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2805808.750000 Penalty: 4992.941406
	Iteration 17Q: 3 clusters Score -2805809 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2805900.750000 Penalty: 4992.941406
	Iteration 18Q: 3 clusters Score -2805901 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2805935.750000 Penalty: 4992.941406
	Iteration 19Q: 3 clusters Score -2805936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2805967.750000 Penalty: 4992.941406
	Iteration 20F: 3 clusters Score -2805968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2806003.250000 Penalty: 4992.941406
	Iteration 21Q: 3 clusters Score -2806003 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2806026.750000 Penalty: 4992.941406
	Iteration 22Q: 3 clusters Score -2806027 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2806050.000000 Penalty: 4992.941406
	Iteration 23Q: 3 clusters Score -2806050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2806080.250000 Penalty: 4992.941406
	Iteration 24Q: 3 clusters Score -2806080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2806108.500000 Penalty: 4992.941406
	Iteration 25Q: 3 clusters Score -2806108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2806109.750000 Penalty: 4992.941406
	Iteration 26Q: 3 clusters Score -2806110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2806126.750000 Penalty: 4992.941406
	Iteration 27Q: 3 clusters Score -2806127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2806132.750000 Penalty: 4992.941406
	Iteration 28Q: 3 clusters Score -2806133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2806143.000000 Penalty: 4992.941406
	Iteration 29Q: 3 clusters Score -2806143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2806151.000000 Penalty: 4992.941406
	Iteration 30Q: 3 clusters Score -2806151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2806174.750000 Penalty: 4992.941406
	Iteration 31Q: 3 clusters Score -2806175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2806174.500000 Penalty: 4992.941406
	Iteration 32Q: 3 clusters Score -2806174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2806180.750000 Penalty: 4992.941406
	Iteration 33Q: 3 clusters Score -2806181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2806190.750000 Penalty: 4992.941406
	Iteration 34Q: 3 clusters Score -2806191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2806187.500000 Penalty: 4992.941406
	Iteration 35Q: 3 clusters Score -2806188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2806195.000000 Penalty: 4992.941406
	Iteration 36Q: 3 clusters Score -2806195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2806200.750000 Penalty: 4992.941406
	Iteration 37Q: 3 clusters Score -2806201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2806209.500000 Penalty: 4992.941406
	Iteration 38Q: 3 clusters Score -2806210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2806208.000000 Penalty: 4992.941406
	Iteration 39Q: 3 clusters Score -2806208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2806209.750000 Penalty: 4992.941406
	Iteration 40F: 3 clusters Score -2806210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2806211.250000 Penalty: 4992.941406
	Iteration 41Q: 3 clusters Score -2806211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2806212.500000 Penalty: 4992.941406
	Iteration 42Q: 3 clusters Score -2806212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2806216.000000 Penalty: 4992.941406
	Iteration 43Q: 3 clusters Score -2806216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2806214.500000 Penalty: 4992.941406
	Iteration 44Q: 3 clusters Score -2806214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2806214.750000 Penalty: 4992.941406
	Iteration 45Q: 3 clusters Score -2806215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2806213.250000 Penalty: 4992.941406
	Iteration 46Q: 3 clusters Score -2806213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2806213.250000 Penalty: 4992.941406
	Iteration 47F: 3 clusters Score -2806213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Entering Unmasked Estep 
Score: -2267716.250000 Penalty: 2449.798584
	Iteration 0F: 2 clusters Score -2267716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2254042.500000 Penalty: 4899.597168
	Iteration 0F: 3 clusters Score -2254042 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2258650.000000 Penalty: 4899.597168
	Iteration 1F: 3 clusters Score -2258650 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2259130.250000 Penalty: 4899.597168
	Iteration 2F: 3 clusters Score -2259130 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2259619.000000 Penalty: 4899.597168
	Iteration 3F: 3 clusters Score -2259619 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2260148.750000 Penalty: 4899.597168
	Iteration 4F: 3 clusters Score -2260149 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2260787.750000 Penalty: 4899.597168
	Iteration 5F: 3 clusters Score -2260788 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2261542.750000 Penalty: 4899.597168
	Iteration 6F: 3 clusters Score -2261543 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2262330.500000 Penalty: 4899.597168
	Iteration 7F: 3 clusters Score -2262330 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2263078.250000 Penalty: 4899.597168
	Iteration 8F: 3 clusters Score -2263078 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2263696.500000 Penalty: 4899.597168
	Iteration 9Q: 3 clusters Score -2263696 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2264321.500000 Penalty: 4899.597168
	Iteration 10Q: 3 clusters Score -2264322 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2264893.000000 Penalty: 4899.597168
	Iteration 11Q: 3 clusters Score -2264893 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2265496.750000 Penalty: 4899.597168
	Iteration 12Q: 3 clusters Score -2265497 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2265988.000000 Penalty: 4899.597168
	Iteration 13Q: 3 clusters Score -2265988 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2266360.750000 Penalty: 4899.597168
	Iteration 14Q: 3 clusters Score -2266361 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2266618.000000 Penalty: 4899.597168
	Iteration 15Q: 3 clusters Score -2266618 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2266784.000000 Penalty: 4899.597168
	Iteration 16Q: 3 clusters Score -2266784 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2266885.000000 Penalty: 4899.597168
	Iteration 17Q: 3 clusters Score -2266885 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2266932.500000 Penalty: 4899.597168
	Iteration 18Q: 3 clusters Score -2266932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2266967.500000 Penalty: 4899.597168
	Iteration 19Q: 3 clusters Score -2266968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2266994.750000 Penalty: 4899.597168
	Iteration 20F: 3 clusters Score -2266995 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2267019.500000 Penalty: 4899.597168
	Iteration 21Q: 3 clusters Score -2267020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2267041.500000 Penalty: 4899.597168
	Iteration 22Q: 3 clusters Score -2267042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2267065.250000 Penalty: 4899.597168
	Iteration 23Q: 3 clusters Score -2267065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2267074.750000 Penalty: 4899.597168
	Iteration 24Q: 3 clusters Score -2267075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2267078.500000 Penalty: 4899.597168
	Iteration 25Q: 3 clusters Score -2267078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2267094.750000 Penalty: 4899.597168
	Iteration 26Q: 3 clusters Score -2267095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2267102.750000 Penalty: 4899.597168
	Iteration 27Q: 3 clusters Score -2267103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2267109.000000 Penalty: 4899.597168
	Iteration 28Q: 3 clusters Score -2267109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2267117.500000 Penalty: 4899.597168
	Iteration 29Q: 3 clusters Score -2267118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2267118.500000 Penalty: 4899.597168
	Iteration 30Q: 3 clusters Score -2267118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2267131.500000 Penalty: 4899.597168
	Iteration 31Q: 3 clusters Score -2267132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2267141.750000 Penalty: 4899.597168
	Iteration 32Q: 3 clusters Score -2267142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2267148.000000 Penalty: 4899.597168
	Iteration 33Q: 3 clusters Score -2267148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2267159.500000 Penalty: 4899.597168
	Iteration 34Q: 3 clusters Score -2267160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2267163.000000 Penalty: 4899.597168
	Iteration 35Q: 3 clusters Score -2267163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2267154.000000 Penalty: 4899.597168
	Iteration 36Q: 3 clusters Score -2267154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2267167.000000 Penalty: 4899.597168
	Iteration 37Q: 3 clusters Score -2267167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2267163.250000 Penalty: 4899.597168
	Iteration 38Q: 3 clusters Score -2267163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2267165.000000 Penalty: 4899.597168
	Iteration 39Q: 3 clusters Score -2267165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2267168.250000 Penalty: 4899.597168
	Iteration 40F: 3 clusters Score -2267168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2267169.750000 Penalty: 4899.597168
	Iteration 41Q: 3 clusters Score -2267170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2267178.250000 Penalty: 4899.597168
	Iteration 42Q: 3 clusters Score -2267178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2267177.000000 Penalty: 4899.597168
	Iteration 43Q: 3 clusters Score -2267177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2267176.000000 Penalty: 4899.597168
	Iteration 44Q: 3 clusters Score -2267176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2267174.500000 Penalty: 4899.597168
	Iteration 45Q: 3 clusters Score -2267174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2267179.500000 Penalty: 4899.597168
	Iteration 46Q: 3 clusters Score -2267180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2267180.000000 Penalty: 4899.597168
	Iteration 47Q: 3 clusters Score -2267180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2267180.750000 Penalty: 4899.597168
	Iteration 48Q: 3 clusters Score -2267181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2267178.250000 Penalty: 4899.597168
	Iteration 49Q: 3 clusters Score -2267178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2267178.000000 Penalty: 4899.597168
	Iteration 50Q: 3 clusters Score -2267178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2267178.000000 Penalty: 4899.597168
	Iteration 51Q: 3 clusters Score -2267178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2267177.000000 Penalty: 4899.597168
	Iteration 52Q: 3 clusters Score -2267177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2267178.750000 Penalty: 4899.597168
	Iteration 53Q: 3 clusters Score -2267179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2267176.750000 Penalty: 4899.597168
	Iteration 54Q: 3 clusters Score -2267177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2267179.500000 Penalty: 4899.597168
	Iteration 55Q: 3 clusters Score -2267180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2267180.750000 Penalty: 4899.597168
	Iteration 56Q: 3 clusters Score -2267181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2267180.750000 Penalty: 4899.597168
	Iteration 57Q: 3 clusters Score -2267181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2267180.250000 Penalty: 4899.597168
	Iteration 58Q: 3 clusters Score -2267180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2267179.250000 Penalty: 4899.597168
	Iteration 59Q: 3 clusters Score -2267179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2267177.000000 Penalty: 4899.597168
	Iteration 60F: 3 clusters Score -2267177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2267178.250000 Penalty: 4899.597168
	Iteration 61Q: 3 clusters Score -2267178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2267179.500000 Penalty: 4899.597168
	Iteration 62Q: 3 clusters Score -2267180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2267182.000000 Penalty: 4899.597168
	Iteration 63Q: 3 clusters Score -2267182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2267181.000000 Penalty: 4899.597168
	Iteration 64Q: 3 clusters Score -2267181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2267177.500000 Penalty: 4899.597168
	Iteration 65Q: 3 clusters Score -2267178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2267182.500000 Penalty: 4899.597168
	Iteration 66Q: 3 clusters Score -2267182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2267180.250000 Penalty: 4899.597168
	Iteration 67Q: 3 clusters Score -2267180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2267181.000000 Penalty: 4899.597168
	Iteration 68Q: 3 clusters Score -2267181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2267181.250000 Penalty: 4899.597168
	Iteration 69Q: 3 clusters Score -2267181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2267181.250000 Penalty: 4899.597168
	Iteration 70F: 3 clusters Score -2267181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 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 504 members 
Entering Unmasked Estep 
Score: -100043.554688 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100043.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100450.039062 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100706.367188 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100706.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100946.773438 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -100946.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101127.679688 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101127.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101304.578125 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -101304.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101479.343750 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -101479.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101547.328125 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101547.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101610.500000 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -101675.140625 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101675.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -101726.523438 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101726.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101745.031250 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101753.312500 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -101753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101755.109375 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -101755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -101755.109375 Penalty: 3448.553467
	Iteration 14F: 3 clusters Score -101755.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -828580.062500 Penalty: 2204.924316
	Iteration 0F: 2 clusters Score -828580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -822627.250000 Penalty: 4409.848633
	Iteration 0F: 3 clusters Score -822627.2 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -824151.500000 Penalty: 4409.848633
	Iteration 1F: 3 clusters Score -824151.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -824492.062500 Penalty: 4409.848633
	Iteration 2F: 3 clusters Score -824492.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -824818.062500 Penalty: 4409.848633
	Iteration 3F: 3 clusters Score -824818.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -825082.500000 Penalty: 4409.848633
	Iteration 4F: 3 clusters Score -825082.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -825331.875000 Penalty: 4409.848633
	Iteration 5F: 3 clusters Score -825331.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -825531.750000 Penalty: 4409.848633
	Iteration 6Q: 3 clusters Score -825531.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -825681.500000 Penalty: 4409.848633
	Iteration 7Q: 3 clusters Score -825681.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -825807.937500 Penalty: 4409.848633
	Iteration 8Q: 3 clusters Score -825807.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -825912.562500 Penalty: 4409.848633
	Iteration 9Q: 3 clusters Score -825912.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -825992.187500 Penalty: 4409.848633
	Iteration 10Q: 3 clusters Score -825992.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -826050.125000 Penalty: 4409.848633
	Iteration 11Q: 3 clusters Score -826050.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -826091.750000 Penalty: 4409.848633
	Iteration 12Q: 3 clusters Score -826091.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -826127.625000 Penalty: 4409.848633
	Iteration 13Q: 3 clusters Score -826127.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -826153.875000 Penalty: 4409.848633
	Iteration 14Q: 3 clusters Score -826153.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -826185.687500 Penalty: 4409.848633
	Iteration 15Q: 3 clusters Score -826185.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -826219.500000 Penalty: 4409.848633
	Iteration 16Q: 3 clusters Score -826219.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -826250.187500 Penalty: 4409.848633
	Iteration 17Q: 3 clusters Score -826250.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -826275.625000 Penalty: 4409.848633
	Iteration 18Q: 3 clusters Score -826275.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -826291.750000 Penalty: 4409.848633
	Iteration 19Q: 3 clusters Score -826291.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -826306.937500 Penalty: 4409.848633
	Iteration 20F: 3 clusters Score -826306.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -826321.187500 Penalty: 4409.848633
	Iteration 21Q: 3 clusters Score -826321.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -826328.250000 Penalty: 4409.848633
	Iteration 22Q: 3 clusters Score -826328.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -826335.812500 Penalty: 4409.848633
	Iteration 23Q: 3 clusters Score -826335.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -826346.125000 Penalty: 4409.848633
	Iteration 24Q: 3 clusters Score -826346.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -826358.187500 Penalty: 4409.848633
	Iteration 25Q: 3 clusters Score -826358.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -826372.125000 Penalty: 4409.848633
	Iteration 26Q: 3 clusters Score -826372.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -826388.375000 Penalty: 4409.848633
	Iteration 27Q: 3 clusters Score -826388.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -826402.437500 Penalty: 4409.848633
	Iteration 28Q: 3 clusters Score -826402.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -826416.750000 Penalty: 4409.848633
	Iteration 29Q: 3 clusters Score -826416.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -826431.750000 Penalty: 4409.848633
	Iteration 30Q: 3 clusters Score -826431.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -826446.875000 Penalty: 4409.848633
	Iteration 31Q: 3 clusters Score -826446.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -826468.125000 Penalty: 4409.848633
	Iteration 32Q: 3 clusters Score -826468.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -826481.500000 Penalty: 4409.848633
	Iteration 33Q: 3 clusters Score -826481.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -826496.687500 Penalty: 4409.848633
	Iteration 34Q: 3 clusters Score -826496.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -826513.312500 Penalty: 4409.848633
	Iteration 35Q: 3 clusters Score -826513.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -826527.375000 Penalty: 4409.848633
	Iteration 36Q: 3 clusters Score -826527.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -826546.062500 Penalty: 4409.848633
	Iteration 37Q: 3 clusters Score -826546.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -826563.562500 Penalty: 4409.848633
	Iteration 38Q: 3 clusters Score -826563.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -826580.562500 Penalty: 4409.848633
	Iteration 39Q: 3 clusters Score -826580.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -826594.750000 Penalty: 4409.848633
	Iteration 40F: 3 clusters Score -826594.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -826605.500000 Penalty: 4409.848633
	Iteration 41Q: 3 clusters Score -826605.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -826614.437500 Penalty: 4409.848633
	Iteration 42Q: 3 clusters Score -826614.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -826626.500000 Penalty: 4409.848633
	Iteration 43Q: 3 clusters Score -826626.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -826642.125000 Penalty: 4409.848633
	Iteration 44Q: 3 clusters Score -826642.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -826649.875000 Penalty: 4409.848633
	Iteration 45Q: 3 clusters Score -826649.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -826657.625000 Penalty: 4409.848633
	Iteration 46Q: 3 clusters Score -826657.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -826665.437500 Penalty: 4409.848633
	Iteration 47Q: 3 clusters Score -826665.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -826671.062500 Penalty: 4409.848633
	Iteration 48Q: 3 clusters Score -826671.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -826678.687500 Penalty: 4409.848633
	Iteration 49Q: 3 clusters Score -826678.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -826691.437500 Penalty: 4409.848633
	Iteration 50Q: 3 clusters Score -826691.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -826705.312500 Penalty: 4409.848633
	Iteration 51Q: 3 clusters Score -826705.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -826719.375000 Penalty: 4409.848633
	Iteration 52Q: 3 clusters Score -826719.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -826745.312500 Penalty: 4409.848633
	Iteration 53Q: 3 clusters Score -826745.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -826777.437500 Penalty: 4409.848633
	Iteration 54Q: 3 clusters Score -826777.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -826808.437500 Penalty: 4409.848633
	Iteration 55Q: 3 clusters Score -826808.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -826853.625000 Penalty: 4409.848633
	Iteration 56Q: 3 clusters Score -826853.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -826899.750000 Penalty: 4409.848633
	Iteration 57Q: 3 clusters Score -826899.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -826954.562500 Penalty: 4409.848633
	Iteration 58Q: 3 clusters Score -826954.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -827027.625000 Penalty: 4409.848633
	Iteration 59Q: 3 clusters Score -827027.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -827095.312500 Penalty: 4409.848633
	Iteration 60F: 3 clusters Score -827095.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -827148.937500 Penalty: 4409.848633
	Iteration 61Q: 3 clusters Score -827148.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -827191.062500 Penalty: 4409.848633
	Iteration 62Q: 3 clusters Score -827191.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -827210.937500 Penalty: 4409.848633
	Iteration 63Q: 3 clusters Score -827210.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -827220.625000 Penalty: 4409.848633
	Iteration 64Q: 3 clusters Score -827220.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -827229.687500 Penalty: 4409.848633
	Iteration 65Q: 3 clusters Score -827229.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -827236.375000 Penalty: 4409.848633
	Iteration 66Q: 3 clusters Score -827236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -827237.375000 Penalty: 4409.848633
	Iteration 67Q: 3 clusters Score -827237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -827239.625000 Penalty: 4409.848633
	Iteration 68Q: 3 clusters Score -827239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -827242.625000 Penalty: 4409.848633
	Iteration 69Q: 3 clusters Score -827242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -827243.500000 Penalty: 4409.848633
	Iteration 70Q: 3 clusters Score -827243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -827245.250000 Penalty: 4409.848633
	Iteration 71Q: 3 clusters Score -827245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -827245.250000 Penalty: 4409.848633
	Iteration 72Q: 3 clusters Score -827245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -827246.437500 Penalty: 4409.848633
	Iteration 73Q: 3 clusters Score -827246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -827247.812500 Penalty: 4409.848633
	Iteration 74Q: 3 clusters Score -827247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -827247.437500 Penalty: 4409.848633
	Iteration 75Q: 3 clusters Score -827247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -827250.437500 Penalty: 4409.848633
	Iteration 76Q: 3 clusters Score -827250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -827250.812500 Penalty: 4409.848633
	Iteration 77Q: 3 clusters Score -827250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -827251.312500 Penalty: 4409.848633
	Iteration 78Q: 3 clusters Score -827251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -827251.437500 Penalty: 4409.848633
	Iteration 79Q: 3 clusters Score -827251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -827251.437500 Penalty: 4409.848633
	Iteration 80F: 3 clusters Score -827251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321036 members 
Entering Unmasked Estep 
Score: -37514468.000000 Penalty: 3144.468506
	Iteration 0F: 2 clusters Score -3.751447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 160892 members 
Entering Unmasked Estep 
Score: -37304340.000000 Penalty: 6288.937012
	Iteration 0F: 3 clusters Score -3.730434e+07 nChanged 155441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -37395792.000000 Penalty: 6288.937012
	Iteration 1F: 3 clusters Score -3.739579e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 176330 members 
Entering Unmasked Estep 
Score: -37397572.000000 Penalty: 6288.937012
	Iteration 2Q: 3 clusters Score -3.739757e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135165 members 
Mstep: Class 2 contains 185871 members 
Entering Unmasked Estep 
Score: -37400944.000000 Penalty: 6288.937012
	Iteration 3Q: 3 clusters Score -3.740094e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120612 members 
Mstep: Class 2 contains 200424 members 
Entering Unmasked Estep 
Score: -37407716.000000 Penalty: 6288.937012
	Iteration 4Q: 3 clusters Score -3.740772e+07 nChanged 21618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 221450 members 
Entering Unmasked Estep 
Score: -37421232.000000 Penalty: 6288.937012
	Iteration 5F: 3 clusters Score -3.742123e+07 nChanged 27653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 248777 members 
Entering Unmasked Estep 
Score: -37443024.000000 Penalty: 6288.937012
	Iteration 6F: 3 clusters Score -3.744302e+07 nChanged 29262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 277915 members 
Entering Unmasked Estep 
Score: -37471012.000000 Penalty: 6288.937012
	Iteration 7F: 3 clusters Score -3.747101e+07 nChanged 22909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 300774 members 
Entering Unmasked Estep 
Score: -37495588.000000 Penalty: 6288.937012
	Iteration 8F: 3 clusters Score -3.749559e+07 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 313518 members 
Entering Unmasked Estep 
Score: -37507880.000000 Penalty: 6288.937012
	Iteration 9Q: 3 clusters Score -3.750788e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 318735 members 
Entering Unmasked Estep 
Score: -37510816.000000 Penalty: 6288.937012
	Iteration 10Q: 3 clusters Score -3.751082e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 320242 members 
Entering Unmasked Estep 
Score: -37511444.000000 Penalty: 6288.937012
	Iteration 11Q: 3 clusters Score -3.751144e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 320595 members 
Entering Unmasked Estep 
Score: -37511548.000000 Penalty: 6288.937012
	Iteration 12Q: 3 clusters Score -3.751155e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 320701 members 
Entering Unmasked Estep 
Score: -37511664.000000 Penalty: 6288.937012
	Iteration 13Q: 3 clusters Score -3.751166e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 320744 members 
Entering Unmasked Estep 
Score: -37511708.000000 Penalty: 6288.937012
	Iteration 14Q: 3 clusters Score -3.751171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320765 members 
Entering Unmasked Estep 
Score: -37511788.000000 Penalty: 6288.937012
	Iteration 15Q: 3 clusters Score -3.751179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 320773 members 
Entering Unmasked Estep 
Score: -37511776.000000 Penalty: 6288.937012
	Iteration 16Q: 3 clusters Score -3.751178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320780 members 
Entering Unmasked Estep 
Score: -37511776.000000 Penalty: 6288.937012
	Iteration 17Q: 3 clusters Score -3.751178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320785 members 
Entering Unmasked Estep 
Score: -37511780.000000 Penalty: 6288.937012
	Iteration 18Q: 3 clusters Score -3.751178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 320786 members 
Entering Unmasked Estep 
Score: -37511792.000000 Penalty: 6288.937012
	Iteration 19Q: 3 clusters Score -3.751179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 320789 members 
Entering Unmasked Estep 
Score: -37511788.000000 Penalty: 6288.937012
	Iteration 20F: 3 clusters Score -3.751179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 320788 members 
Entering Unmasked Estep 
Score: -37511796.000000 Penalty: 6288.937012
	Iteration 21Q: 3 clusters Score -3.75118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 320788 members 
Entering Unmasked Estep 
Score: -37511796.000000 Penalty: 6288.937012
	Iteration 22F: 3 clusters Score -3.75118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Entering Unmasked Estep 
Score: -9028580.000000 Penalty: 2797.983154
	Iteration 0F: 2 clusters Score -9028580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8975464.000000 Penalty: 5595.966309
	Iteration 0F: 3 clusters Score -8975464 nChanged 37302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -8996113.000000 Penalty: 5595.966309
	Iteration 1F: 3 clusters Score -8996113 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -8996730.000000 Penalty: 5595.966309
	Iteration 2Q: 3 clusters Score -8996730 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8997527.000000 Penalty: 5595.966309
	Iteration 3Q: 3 clusters Score -8997527 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8998612.000000 Penalty: 5595.966309
	Iteration 4Q: 3 clusters Score -8998612 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -9000168.000000 Penalty: 5595.966309
	Iteration 5Q: 3 clusters Score -9000168 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -9002319.000000 Penalty: 5595.966309
	Iteration 6F: 3 clusters Score -9002319 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -9004934.000000 Penalty: 5595.966309
	Iteration 7F: 3 clusters Score -9004934 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -9007818.000000 Penalty: 5595.966309
	Iteration 8F: 3 clusters Score -9007818 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -9010339.000000 Penalty: 5595.966309
	Iteration 9F: 3 clusters Score -9010339 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -9011805.000000 Penalty: 5595.966309
	Iteration 10Q: 3 clusters Score -9011805 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -9012747.000000 Penalty: 5595.966309
	Iteration 11Q: 3 clusters Score -9012747 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -9013224.000000 Penalty: 5595.966309
	Iteration 12Q: 3 clusters Score -9013224 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -9013553.000000 Penalty: 5595.966309
	Iteration 13Q: 3 clusters Score -9013553 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -9013684.000000 Penalty: 5595.966309
	Iteration 14Q: 3 clusters Score -9013684 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -9013898.000000 Penalty: 5595.966309
	Iteration 15Q: 3 clusters Score -9013898 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -9014116.000000 Penalty: 5595.966309
	Iteration 16Q: 3 clusters Score -9014116 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -9014430.000000 Penalty: 5595.966309
	Iteration 17Q: 3 clusters Score -9014430 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -9014804.000000 Penalty: 5595.966309
	Iteration 18Q: 3 clusters Score -9014804 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -9015342.000000 Penalty: 5595.966309
	Iteration 19Q: 3 clusters Score -9015342 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -9016257.000000 Penalty: 5595.966309
	Iteration 20F: 3 clusters Score -9016257 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -9017497.000000 Penalty: 5595.966309
	Iteration 21Q: 3 clusters Score -9017497 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -9019393.000000 Penalty: 5595.966309
	Iteration 22Q: 3 clusters Score -9019393 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -9021946.000000 Penalty: 5595.966309
	Iteration 23Q: 3 clusters Score -9021946 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -9024338.000000 Penalty: 5595.966309
	Iteration 24Q: 3 clusters Score -9024338 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -9025551.000000 Penalty: 5595.966309
	Iteration 25Q: 3 clusters Score -9025551 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -9026107.000000 Penalty: 5595.966309
	Iteration 26Q: 3 clusters Score -9026107 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -9026351.000000 Penalty: 5595.966309
	Iteration 27Q: 3 clusters Score -9026351 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -9026453.000000 Penalty: 5595.966309
	Iteration 28Q: 3 clusters Score -9026453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -9026500.000000 Penalty: 5595.966309
	Iteration 29Q: 3 clusters Score -9026500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -9026513.000000 Penalty: 5595.966309
	Iteration 30Q: 3 clusters Score -9026513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -9026535.000000 Penalty: 5595.966309
	Iteration 31Q: 3 clusters Score -9026535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -9026548.000000 Penalty: 5595.966309
	Iteration 32Q: 3 clusters Score -9026548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -9026560.000000 Penalty: 5595.966309
	Iteration 33Q: 3 clusters Score -9026560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -9026577.000000 Penalty: 5595.966309
	Iteration 34Q: 3 clusters Score -9026577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -9026582.000000 Penalty: 5595.966309
	Iteration 35Q: 3 clusters Score -9026582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -9026591.000000 Penalty: 5595.966309
	Iteration 36Q: 3 clusters Score -9026591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -9026600.000000 Penalty: 5595.966309
	Iteration 37Q: 3 clusters Score -9026600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 78750 members 
Entering Unmasked Estep 
Score: -9026609.000000 Penalty: 5595.966309
	Iteration 38Q: 3 clusters Score -9026609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -9026621.000000 Penalty: 5595.966309
	Iteration 39Q: 3 clusters Score -9026621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -9026612.000000 Penalty: 5595.966309
	Iteration 40F: 3 clusters Score -9026612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -9026627.000000 Penalty: 5595.966309
	Iteration 41Q: 3 clusters Score -9026627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -9026639.000000 Penalty: 5595.966309
	Iteration 42Q: 3 clusters Score -9026639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -9026636.000000 Penalty: 5595.966309
	Iteration 43Q: 3 clusters Score -9026636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -9026632.000000 Penalty: 5595.966309
	Iteration 44Q: 3 clusters Score -9026632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -9026635.000000 Penalty: 5595.966309
	Iteration 45Q: 3 clusters Score -9026635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -9026630.000000 Penalty: 5595.966309
	Iteration 46Q: 3 clusters Score -9026630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -9026641.000000 Penalty: 5595.966309
	Iteration 47Q: 3 clusters Score -9026641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -9026639.000000 Penalty: 5595.966309
	Iteration 48Q: 3 clusters Score -9026639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -9026640.000000 Penalty: 5595.966309
	Iteration 49Q: 3 clusters Score -9026640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -9026640.000000 Penalty: 5595.966309
	Iteration 50F: 3 clusters Score -9026640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Entering Unmasked Estep 
Score: -6039991.000000 Penalty: 2688.949219
	Iteration 0F: 2 clusters Score -6039991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6005625.500000 Penalty: 5377.898438
	Iteration 0F: 3 clusters Score -6005626 nChanged 23596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -6018699.000000 Penalty: 5377.898438
	Iteration 1F: 3 clusters Score -6018699 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6019140.500000 Penalty: 5377.898438
	Iteration 2Q: 3 clusters Score -6019140 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -6019601.500000 Penalty: 5377.898438
	Iteration 3Q: 3 clusters Score -6019602 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -6020041.000000 Penalty: 5377.898438
	Iteration 4Q: 3 clusters Score -6020041 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -6020482.000000 Penalty: 5377.898438
	Iteration 5Q: 3 clusters Score -6020482 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6020985.500000 Penalty: 5377.898438
	Iteration 6Q: 3 clusters Score -6020986 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -6021544.500000 Penalty: 5377.898438
	Iteration 7Q: 3 clusters Score -6021544 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6022264.000000 Penalty: 5377.898438
	Iteration 8Q: 3 clusters Score -6022264 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -6023305.500000 Penalty: 5377.898438
	Iteration 9Q: 3 clusters Score -6023306 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6024578.000000 Penalty: 5377.898438
	Iteration 10Q: 3 clusters Score -6024578 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -6026265.500000 Penalty: 5377.898438
	Iteration 11F: 3 clusters Score -6026266 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -6028551.500000 Penalty: 5377.898438
	Iteration 12F: 3 clusters Score -6028552 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -6031140.500000 Penalty: 5377.898438
	Iteration 13F: 3 clusters Score -6031140 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -6033641.500000 Penalty: 5377.898438
	Iteration 14F: 3 clusters Score -6033642 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -6035530.500000 Penalty: 5377.898438
	Iteration 15Q: 3 clusters Score -6035530 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6036625.000000 Penalty: 5377.898438
	Iteration 16Q: 3 clusters Score -6036625 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -6037117.500000 Penalty: 5377.898438
	Iteration 17Q: 3 clusters Score -6037118 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6037376.000000 Penalty: 5377.898438
	Iteration 18Q: 3 clusters Score -6037376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -6037515.500000 Penalty: 5377.898438
	Iteration 19Q: 3 clusters Score -6037516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6037570.500000 Penalty: 5377.898438
	Iteration 20F: 3 clusters Score -6037570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6037605.500000 Penalty: 5377.898438
	Iteration 21Q: 3 clusters Score -6037606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -6037641.500000 Penalty: 5377.898438
	Iteration 22Q: 3 clusters Score -6037642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6037664.000000 Penalty: 5377.898438
	Iteration 23Q: 3 clusters Score -6037664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -6037686.000000 Penalty: 5377.898438
	Iteration 24Q: 3 clusters Score -6037686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -6037691.500000 Penalty: 5377.898438
	Iteration 25Q: 3 clusters Score -6037692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -6037696.500000 Penalty: 5377.898438
	Iteration 26Q: 3 clusters Score -6037696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -6037705.500000 Penalty: 5377.898438
	Iteration 27Q: 3 clusters Score -6037706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6037717.500000 Penalty: 5377.898438
	Iteration 28Q: 3 clusters Score -6037718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -6037715.000000 Penalty: 5377.898438
	Iteration 29Q: 3 clusters Score -6037715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6037724.500000 Penalty: 5377.898438
	Iteration 30Q: 3 clusters Score -6037724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -6037730.000000 Penalty: 5377.898438
	Iteration 31Q: 3 clusters Score -6037730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -6037734.000000 Penalty: 5377.898438
	Iteration 32Q: 3 clusters Score -6037734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -6037737.000000 Penalty: 5377.898438
	Iteration 33Q: 3 clusters Score -6037737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -6037738.500000 Penalty: 5377.898438
	Iteration 34Q: 3 clusters Score -6037738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6037742.500000 Penalty: 5377.898438
	Iteration 35Q: 3 clusters Score -6037742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -6037747.500000 Penalty: 5377.898438
	Iteration 36Q: 3 clusters Score -6037748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6037742.500000 Penalty: 5377.898438
	Iteration 37Q: 3 clusters Score -6037742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6037748.000000 Penalty: 5377.898438
	Iteration 38Q: 3 clusters Score -6037748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6037748.000000 Penalty: 5377.898438
	Iteration 39Q: 3 clusters Score -6037748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6037748.000000 Penalty: 5377.898438
	Iteration 40F: 3 clusters Score -6037748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Entering Unmasked Estep 
Score: -11297170.000000 Penalty: 2844.437500
	Iteration 0F: 2 clusters Score -1.129717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -11233013.000000 Penalty: 5688.875000
	Iteration 0F: 3 clusters Score -1.123301e+07 nChanged 45369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -11258715.000000 Penalty: 5688.875000
	Iteration 1F: 3 clusters Score -1.125872e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -11259421.000000 Penalty: 5688.875000
	Iteration 2Q: 3 clusters Score -1.125942e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -11260110.000000 Penalty: 5688.875000
	Iteration 3Q: 3 clusters Score -1.126011e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -11260886.000000 Penalty: 5688.875000
	Iteration 4Q: 3 clusters Score -1.126089e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -11261954.000000 Penalty: 5688.875000
	Iteration 5Q: 3 clusters Score -1.126195e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -11263281.000000 Penalty: 5688.875000
	Iteration 6Q: 3 clusters Score -1.126328e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -11265116.000000 Penalty: 5688.875000
	Iteration 7Q: 3 clusters Score -1.126512e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -11267726.000000 Penalty: 5688.875000
	Iteration 8F: 3 clusters Score -1.126773e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -11271276.000000 Penalty: 5688.875000
	Iteration 9F: 3 clusters Score -1.127128e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -11275675.000000 Penalty: 5688.875000
	Iteration 10F: 3 clusters Score -1.127568e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -11280276.000000 Penalty: 5688.875000
	Iteration 11F: 3 clusters Score -1.128028e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -11283648.000000 Penalty: 5688.875000
	Iteration 12Q: 3 clusters Score -1.128365e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -11285764.000000 Penalty: 5688.875000
	Iteration 13Q: 3 clusters Score -1.128576e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -11286848.000000 Penalty: 5688.875000
	Iteration 14Q: 3 clusters Score -1.128685e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -11287647.000000 Penalty: 5688.875000
	Iteration 15Q: 3 clusters Score -1.128765e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -11288368.000000 Penalty: 5688.875000
	Iteration 16Q: 3 clusters Score -1.128837e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -11288970.000000 Penalty: 5688.875000
	Iteration 17Q: 3 clusters Score -1.128897e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -11289564.000000 Penalty: 5688.875000
	Iteration 18Q: 3 clusters Score -1.128956e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -11290123.000000 Penalty: 5688.875000
	Iteration 19Q: 3 clusters Score -1.129012e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -11290606.000000 Penalty: 5688.875000
	Iteration 20F: 3 clusters Score -1.129061e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -11291005.000000 Penalty: 5688.875000
	Iteration 21Q: 3 clusters Score -1.1291e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -11291350.000000 Penalty: 5688.875000
	Iteration 22Q: 3 clusters Score -1.129135e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -11291705.000000 Penalty: 5688.875000
	Iteration 23Q: 3 clusters Score -1.12917e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -11292017.000000 Penalty: 5688.875000
	Iteration 24Q: 3 clusters Score -1.129202e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -11292302.000000 Penalty: 5688.875000
	Iteration 25Q: 3 clusters Score -1.12923e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -11292573.000000 Penalty: 5688.875000
	Iteration 26Q: 3 clusters Score -1.129257e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -11292911.000000 Penalty: 5688.875000
	Iteration 27Q: 3 clusters Score -1.129291e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -11293146.000000 Penalty: 5688.875000
	Iteration 28Q: 3 clusters Score -1.129315e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -11293351.000000 Penalty: 5688.875000
	Iteration 29Q: 3 clusters Score -1.129335e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -11293545.000000 Penalty: 5688.875000
	Iteration 30Q: 3 clusters Score -1.129354e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -11293678.000000 Penalty: 5688.875000
	Iteration 31Q: 3 clusters Score -1.129368e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -11293795.000000 Penalty: 5688.875000
	Iteration 32Q: 3 clusters Score -1.12938e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -11293945.000000 Penalty: 5688.875000
	Iteration 33Q: 3 clusters Score -1.129394e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -11294094.000000 Penalty: 5688.875000
	Iteration 34Q: 3 clusters Score -1.129409e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -11294163.000000 Penalty: 5688.875000
	Iteration 35Q: 3 clusters Score -1.129416e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -11294217.000000 Penalty: 5688.875000
	Iteration 36Q: 3 clusters Score -1.129422e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -11294259.000000 Penalty: 5688.875000
	Iteration 37Q: 3 clusters Score -1.129426e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -11294332.000000 Penalty: 5688.875000
	Iteration 38Q: 3 clusters Score -1.129433e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -11294373.000000 Penalty: 5688.875000
	Iteration 39Q: 3 clusters Score -1.129437e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -11294429.000000 Penalty: 5688.875000
	Iteration 40F: 3 clusters Score -1.129443e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -11294541.000000 Penalty: 5688.875000
	Iteration 41Q: 3 clusters Score -1.129454e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -11294601.000000 Penalty: 5688.875000
	Iteration 42Q: 3 clusters Score -1.12946e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -11294626.000000 Penalty: 5688.875000
	Iteration 43Q: 3 clusters Score -1.129463e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -11294682.000000 Penalty: 5688.875000
	Iteration 44Q: 3 clusters Score -1.129468e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11294705.000000 Penalty: 5688.875000
	Iteration 45Q: 3 clusters Score -1.12947e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11294726.000000 Penalty: 5688.875000
	Iteration 46Q: 3 clusters Score -1.129473e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -11294750.000000 Penalty: 5688.875000
	Iteration 47Q: 3 clusters Score -1.129475e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11294784.000000 Penalty: 5688.875000
	Iteration 48Q: 3 clusters Score -1.129478e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11294793.000000 Penalty: 5688.875000
	Iteration 49Q: 3 clusters Score -1.129479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -11294816.000000 Penalty: 5688.875000
	Iteration 50Q: 3 clusters Score -1.129482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11294829.000000 Penalty: 5688.875000
	Iteration 51Q: 3 clusters Score -1.129483e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11294839.000000 Penalty: 5688.875000
	Iteration 52Q: 3 clusters Score -1.129484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11294863.000000 Penalty: 5688.875000
	Iteration 53Q: 3 clusters Score -1.129486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11294883.000000 Penalty: 5688.875000
	Iteration 54Q: 3 clusters Score -1.129488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11294895.000000 Penalty: 5688.875000
	Iteration 55Q: 3 clusters Score -1.12949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11294889.000000 Penalty: 5688.875000
	Iteration 56Q: 3 clusters Score -1.129489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11294896.000000 Penalty: 5688.875000
	Iteration 57Q: 3 clusters Score -1.12949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11294908.000000 Penalty: 5688.875000
	Iteration 58Q: 3 clusters Score -1.129491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11294928.000000 Penalty: 5688.875000
	Iteration 59Q: 3 clusters Score -1.129493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11294937.000000 Penalty: 5688.875000
	Iteration 60F: 3 clusters Score -1.129494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -11294947.000000 Penalty: 5688.875000
	Iteration 61Q: 3 clusters Score -1.129495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11294950.000000 Penalty: 5688.875000
	Iteration 62Q: 3 clusters Score -1.129495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11294941.000000 Penalty: 5688.875000
	Iteration 63Q: 3 clusters Score -1.129494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11294961.000000 Penalty: 5688.875000
	Iteration 64Q: 3 clusters Score -1.129496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11294950.000000 Penalty: 5688.875000
	Iteration 65Q: 3 clusters Score -1.129495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11294954.000000 Penalty: 5688.875000
	Iteration 66Q: 3 clusters Score -1.129495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11294962.000000 Penalty: 5688.875000
	Iteration 67Q: 3 clusters Score -1.129496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94169 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11294953.000000 Penalty: 5688.875000
	Iteration 68Q: 3 clusters Score -1.129495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11294960.000000 Penalty: 5688.875000
	Iteration 69Q: 3 clusters Score -1.129496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11294962.000000 Penalty: 5688.875000
	Iteration 70Q: 3 clusters Score -1.129496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11295001.000000 Penalty: 5688.875000
	Iteration 71Q: 3 clusters Score -1.1295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11294998.000000 Penalty: 5688.875000
	Iteration 72Q: 3 clusters Score -1.1295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11294990.000000 Penalty: 5688.875000
	Iteration 73Q: 3 clusters Score -1.129499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11294989.000000 Penalty: 5688.875000
	Iteration 74Q: 3 clusters Score -1.129499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11294986.000000 Penalty: 5688.875000
	Iteration 75Q: 3 clusters Score -1.129499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11294998.000000 Penalty: 5688.875000
	Iteration 76Q: 3 clusters Score -1.1295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11294999.000000 Penalty: 5688.875000
	Iteration 77Q: 3 clusters Score -1.1295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11294999.000000 Penalty: 5688.875000
	Iteration 78Q: 3 clusters Score -1.1295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11294998.000000 Penalty: 5688.875000
	Iteration 79Q: 3 clusters Score -1.1295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11295004.000000 Penalty: 5688.875000
	Iteration 80F: 3 clusters Score -1.1295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11295006.000000 Penalty: 5688.875000
	Iteration 81Q: 3 clusters Score -1.129501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11294999.000000 Penalty: 5688.875000
	Iteration 82Q: 3 clusters Score -1.1295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11295002.000000 Penalty: 5688.875000
	Iteration 83Q: 3 clusters Score -1.1295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11295000.000000 Penalty: 5688.875000
	Iteration 84Q: 3 clusters Score -1.1295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11295000.000000 Penalty: 5688.875000
	Iteration 85Q: 3 clusters Score -1.1295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11295000.000000 Penalty: 5688.875000
	Iteration 86F: 3 clusters Score -1.1295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Entering Unmasked Estep 
Score: -10806153.000000 Penalty: 2833.514160
	Iteration 0F: 2 clusters Score -1.080615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -10744685.000000 Penalty: 5667.028320
	Iteration 0F: 3 clusters Score -1.074468e+07 nChanged 43170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -10769169.000000 Penalty: 5667.028320
	Iteration 1F: 3 clusters Score -1.076917e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -10769771.000000 Penalty: 5667.028320
	Iteration 2Q: 3 clusters Score -1.076977e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -10770533.000000 Penalty: 5667.028320
	Iteration 3Q: 3 clusters Score -1.077053e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -10771197.000000 Penalty: 5667.028320
	Iteration 4Q: 3 clusters Score -1.07712e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -10772039.000000 Penalty: 5667.028320
	Iteration 5Q: 3 clusters Score -1.077204e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -10773000.000000 Penalty: 5667.028320
	Iteration 6Q: 3 clusters Score -1.0773e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -10774087.000000 Penalty: 5667.028320
	Iteration 7Q: 3 clusters Score -1.077409e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -10775636.000000 Penalty: 5667.028320
	Iteration 8Q: 3 clusters Score -1.077564e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -10777489.000000 Penalty: 5667.028320
	Iteration 9Q: 3 clusters Score -1.077749e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -10779645.000000 Penalty: 5667.028320
	Iteration 10Q: 3 clusters Score -1.077964e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -10782293.000000 Penalty: 5667.028320
	Iteration 11F: 3 clusters Score -1.078229e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -10785300.000000 Penalty: 5667.028320
	Iteration 12F: 3 clusters Score -1.07853e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -10788137.000000 Penalty: 5667.028320
	Iteration 13F: 3 clusters Score -1.078814e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -10790525.000000 Penalty: 5667.028320
	Iteration 14Q: 3 clusters Score -1.079052e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -10792068.000000 Penalty: 5667.028320
	Iteration 15Q: 3 clusters Score -1.079207e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -10793074.000000 Penalty: 5667.028320
	Iteration 16Q: 3 clusters Score -1.079307e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -10793716.000000 Penalty: 5667.028320
	Iteration 17Q: 3 clusters Score -1.079372e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -10794106.000000 Penalty: 5667.028320
	Iteration 18Q: 3 clusters Score -1.079411e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -10794513.000000 Penalty: 5667.028320
	Iteration 19Q: 3 clusters Score -1.079451e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -10794967.000000 Penalty: 5667.028320
	Iteration 20F: 3 clusters Score -1.079497e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -10795425.000000 Penalty: 5667.028320
	Iteration 21Q: 3 clusters Score -1.079542e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -10796051.000000 Penalty: 5667.028320
	Iteration 22Q: 3 clusters Score -1.079605e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -10796791.000000 Penalty: 5667.028320
	Iteration 23Q: 3 clusters Score -1.079679e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -10797572.000000 Penalty: 5667.028320
	Iteration 24Q: 3 clusters Score -1.079757e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -10798341.000000 Penalty: 5667.028320
	Iteration 25Q: 3 clusters Score -1.079834e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -10799107.000000 Penalty: 5667.028320
	Iteration 26Q: 3 clusters Score -1.079911e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -10799747.000000 Penalty: 5667.028320
	Iteration 27Q: 3 clusters Score -1.079975e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -10800389.000000 Penalty: 5667.028320
	Iteration 28Q: 3 clusters Score -1.080039e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -10800941.000000 Penalty: 5667.028320
	Iteration 29Q: 3 clusters Score -1.080094e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -10801384.000000 Penalty: 5667.028320
	Iteration 30Q: 3 clusters Score -1.080138e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -10801761.000000 Penalty: 5667.028320
	Iteration 31Q: 3 clusters Score -1.080176e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -10802110.000000 Penalty: 5667.028320
	Iteration 32Q: 3 clusters Score -1.080211e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -10802450.000000 Penalty: 5667.028320
	Iteration 33Q: 3 clusters Score -1.080245e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -10802659.000000 Penalty: 5667.028320
	Iteration 34Q: 3 clusters Score -1.080266e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -10802872.000000 Penalty: 5667.028320
	Iteration 35Q: 3 clusters Score -1.080287e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -10803048.000000 Penalty: 5667.028320
	Iteration 36Q: 3 clusters Score -1.080305e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -10803148.000000 Penalty: 5667.028320
	Iteration 37Q: 3 clusters Score -1.080315e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -10803279.000000 Penalty: 5667.028320
	Iteration 38Q: 3 clusters Score -1.080328e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -10803375.000000 Penalty: 5667.028320
	Iteration 39Q: 3 clusters Score -1.080338e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10803462.000000 Penalty: 5667.028320
	Iteration 40F: 3 clusters Score -1.080346e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -10803537.000000 Penalty: 5667.028320
	Iteration 41Q: 3 clusters Score -1.080354e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -10803629.000000 Penalty: 5667.028320
	Iteration 42Q: 3 clusters Score -1.080363e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10803721.000000 Penalty: 5667.028320
	Iteration 43Q: 3 clusters Score -1.080372e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -10803773.000000 Penalty: 5667.028320
	Iteration 44Q: 3 clusters Score -1.080377e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -10803844.000000 Penalty: 5667.028320
	Iteration 45Q: 3 clusters Score -1.080384e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -10803886.000000 Penalty: 5667.028320
	Iteration 46Q: 3 clusters Score -1.080389e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -10803918.000000 Penalty: 5667.028320
	Iteration 47Q: 3 clusters Score -1.080392e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10803930.000000 Penalty: 5667.028320
	Iteration 48Q: 3 clusters Score -1.080393e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -10803951.000000 Penalty: 5667.028320
	Iteration 49Q: 3 clusters Score -1.080395e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -10803985.000000 Penalty: 5667.028320
	Iteration 50Q: 3 clusters Score -1.080398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -10804017.000000 Penalty: 5667.028320
	Iteration 51Q: 3 clusters Score -1.080402e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -10804055.000000 Penalty: 5667.028320
	Iteration 52Q: 3 clusters Score -1.080406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -10804072.000000 Penalty: 5667.028320
	Iteration 53Q: 3 clusters Score -1.080407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
Score: -10804085.000000 Penalty: 5667.028320
	Iteration 54Q: 3 clusters Score -1.080408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -10804102.000000 Penalty: 5667.028320
	Iteration 55Q: 3 clusters Score -1.08041e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -10804136.000000 Penalty: 5667.028320
	Iteration 56Q: 3 clusters Score -1.080414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -10804148.000000 Penalty: 5667.028320
	Iteration 57Q: 3 clusters Score -1.080415e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -10804182.000000 Penalty: 5667.028320
	Iteration 58Q: 3 clusters Score -1.080418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -10804217.000000 Penalty: 5667.028320
	Iteration 59Q: 3 clusters Score -1.080422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -10804238.000000 Penalty: 5667.028320
	Iteration 60F: 3 clusters Score -1.080424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
Score: -10804252.000000 Penalty: 5667.028320
	Iteration 61Q: 3 clusters Score -1.080425e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -10804258.000000 Penalty: 5667.028320
	Iteration 62Q: 3 clusters Score -1.080426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -10804228.000000 Penalty: 5667.028320
	Iteration 63Q: 3 clusters Score -1.080423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -10804244.000000 Penalty: 5667.028320
	Iteration 64Q: 3 clusters Score -1.080424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -10804226.000000 Penalty: 5667.028320
	Iteration 65Q: 3 clusters Score -1.080423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -10804230.000000 Penalty: 5667.028320
	Iteration 66Q: 3 clusters Score -1.080423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -10804230.000000 Penalty: 5667.028320
	Iteration 67Q: 3 clusters Score -1.080423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -10804234.000000 Penalty: 5667.028320
	Iteration 68Q: 3 clusters Score -1.080423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -10804235.000000 Penalty: 5667.028320
	Iteration 69Q: 3 clusters Score -1.080424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -10804239.000000 Penalty: 5667.028320
	Iteration 70Q: 3 clusters Score -1.080424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -10804245.000000 Penalty: 5667.028320
	Iteration 71Q: 3 clusters Score -1.080424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -10804240.000000 Penalty: 5667.028320
	Iteration 72Q: 3 clusters Score -1.080424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -10804235.000000 Penalty: 5667.028320
	Iteration 73Q: 3 clusters Score -1.080424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -10804240.000000 Penalty: 5667.028320
	Iteration 74Q: 3 clusters Score -1.080424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -10804240.000000 Penalty: 5667.028320
	Iteration 75F: 3 clusters Score -1.080424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -535031.750000 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -535031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -530653.750000 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -530653.8 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -531703.250000 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -531703.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -531921.062500 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -531921.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -532070.062500 Penalty: 4197.308105
	Iteration 3Q: 3 clusters Score -532070.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -532206.625000 Penalty: 4197.308105
	Iteration 4Q: 3 clusters Score -532206.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -532333.312500 Penalty: 4197.308105
	Iteration 5Q: 3 clusters Score -532333.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -532441.000000 Penalty: 4197.308105
	Iteration 6Q: 3 clusters Score -532441 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -532514.312500 Penalty: 4197.308105
	Iteration 7Q: 3 clusters Score -532514.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -532579.187500 Penalty: 4197.308105
	Iteration 8Q: 3 clusters Score -532579.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -532640.375000 Penalty: 4197.308105
	Iteration 9Q: 3 clusters Score -532640.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -532701.187500 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -532701.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -532782.312500 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -532782.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -532885.125000 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -532885.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -533022.875000 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -533022.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -533261.875000 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -533261.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -533631.062500 Penalty: 4197.308105
	Iteration 15Q: 3 clusters Score -533631.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -534109.062500 Penalty: 4197.308105
	Iteration 16F: 3 clusters Score -534109.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -534507.125000 Penalty: 4197.308105
	Iteration 17F: 3 clusters Score -534507.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -534843.937500 Penalty: 4197.308105
	Iteration 18Q: 3 clusters Score -534843.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -535073.625000 Penalty: 4197.308105
	Iteration 19Q: 3 clusters Score -535073.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -535235.687500 Penalty: 4197.308105
	Iteration 20F: 3 clusters Score -535235.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -535348.937500 Penalty: 4197.308105
	Iteration 21Q: 3 clusters Score -535348.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -535428.500000 Penalty: 4197.308105
	Iteration 22Q: 3 clusters Score -535428.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -535480.375000 Penalty: 4197.308105
	Iteration 23Q: 3 clusters Score -535480.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -535512.687500 Penalty: 4197.308105
	Iteration 24Q: 3 clusters Score -535512.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -535534.250000 Penalty: 4197.308105
	Iteration 25Q: 3 clusters Score -535534.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535552.875000 Penalty: 4197.308105
	Iteration 26Q: 3 clusters Score -535552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -535568.937500 Penalty: 4197.308105
	Iteration 27Q: 3 clusters Score -535568.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -535578.250000 Penalty: 4197.308105
	Iteration 28Q: 3 clusters Score -535578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -535586.000000 Penalty: 4197.308105
	Iteration 29Q: 3 clusters Score -535586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -535591.437500 Penalty: 4197.308105
	Iteration 30Q: 3 clusters Score -535591.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -535598.437500 Penalty: 4197.308105
	Iteration 31Q: 3 clusters Score -535598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -535604.812500 Penalty: 4197.308105
	Iteration 32Q: 3 clusters Score -535604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -535606.812500 Penalty: 4197.308105
	Iteration 33Q: 3 clusters Score -535606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -535605.937500 Penalty: 4197.308105
	Iteration 34Q: 3 clusters Score -535605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -535605.937500 Penalty: 4197.308105
	Iteration 35F: 3 clusters Score -535605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95751 members 
Mstep: Class 21 contains 91625 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190549 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1967 members 
Entering Unmasked Estep 
Score: -183992736.000000 Penalty: 109879.187500
Splitting cluster 22 changes total score from -183993600.000000 to -183992736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Entering Unmasked Estep 
Score: -1005237.250000 Penalty: 2244.588135
	Iteration 0F: 2 clusters Score -1005237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -998506.875000 Penalty: 4489.176270
	Iteration 0F: 3 clusters Score -998506.9 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1000360.625000 Penalty: 4489.176270
	Iteration 1F: 3 clusters Score -1000361 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1000693.562500 Penalty: 4489.176270
	Iteration 2F: 3 clusters Score -1000694 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1000981.437500 Penalty: 4489.176270
	Iteration 3F: 3 clusters Score -1000981 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1001221.750000 Penalty: 4489.176270
	Iteration 4F: 3 clusters Score -1001222 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1001427.437500 Penalty: 4489.176270
	Iteration 5Q: 3 clusters Score -1001427 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1001600.625000 Penalty: 4489.176270
	Iteration 6Q: 3 clusters Score -1001601 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1001726.000000 Penalty: 4489.176270
	Iteration 7Q: 3 clusters Score -1001726 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1001831.750000 Penalty: 4489.176270
	Iteration 8Q: 3 clusters Score -1001832 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1001950.000000 Penalty: 4489.176270
	Iteration 9Q: 3 clusters Score -1001950 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1002068.937500 Penalty: 4489.176270
	Iteration 10Q: 3 clusters Score -1002069 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1002200.187500 Penalty: 4489.176270
	Iteration 11Q: 3 clusters Score -1002200 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1002337.500000 Penalty: 4489.176270
	Iteration 12Q: 3 clusters Score -1002338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1002483.687500 Penalty: 4489.176270
	Iteration 13Q: 3 clusters Score -1002484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1002619.250000 Penalty: 4489.176270
	Iteration 14Q: 3 clusters Score -1002619 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1002728.250000 Penalty: 4489.176270
	Iteration 15Q: 3 clusters Score -1002728 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1002829.750000 Penalty: 4489.176270
	Iteration 16Q: 3 clusters Score -1002830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1002911.500000 Penalty: 4489.176270
	Iteration 17Q: 3 clusters Score -1002912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1002979.500000 Penalty: 4489.176270
	Iteration 18Q: 3 clusters Score -1002980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1003038.812500 Penalty: 4489.176270
	Iteration 19Q: 3 clusters Score -1003039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1003084.000000 Penalty: 4489.176270
	Iteration 20F: 3 clusters Score -1003084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1003116.187500 Penalty: 4489.176270
	Iteration 21Q: 3 clusters Score -1003116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1003138.625000 Penalty: 4489.176270
	Iteration 22Q: 3 clusters Score -1003139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1003162.875000 Penalty: 4489.176270
	Iteration 23Q: 3 clusters Score -1003163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1003177.750000 Penalty: 4489.176270
	Iteration 24Q: 3 clusters Score -1003178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1003192.812500 Penalty: 4489.176270
	Iteration 25Q: 3 clusters Score -1003193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1003201.625000 Penalty: 4489.176270
	Iteration 26Q: 3 clusters Score -1003202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1003215.375000 Penalty: 4489.176270
	Iteration 27Q: 3 clusters Score -1003215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1003224.062500 Penalty: 4489.176270
	Iteration 28Q: 3 clusters Score -1003224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1003236.625000 Penalty: 4489.176270
	Iteration 29Q: 3 clusters Score -1003237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1003252.812500 Penalty: 4489.176270
	Iteration 30Q: 3 clusters Score -1003253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1003270.000000 Penalty: 4489.176270
	Iteration 31Q: 3 clusters Score -1003270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1003291.375000 Penalty: 4489.176270
	Iteration 32Q: 3 clusters Score -1003291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1003313.625000 Penalty: 4489.176270
	Iteration 33Q: 3 clusters Score -1003314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1003332.687500 Penalty: 4489.176270
	Iteration 34Q: 3 clusters Score -1003333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1003351.375000 Penalty: 4489.176270
	Iteration 35Q: 3 clusters Score -1003351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1003364.625000 Penalty: 4489.176270
	Iteration 36Q: 3 clusters Score -1003365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1003378.562500 Penalty: 4489.176270
	Iteration 37Q: 3 clusters Score -1003379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1003392.625000 Penalty: 4489.176270
	Iteration 38Q: 3 clusters Score -1003393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1003411.187500 Penalty: 4489.176270
	Iteration 39Q: 3 clusters Score -1003411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1003432.562500 Penalty: 4489.176270
	Iteration 40F: 3 clusters Score -1003433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1003456.937500 Penalty: 4489.176270
	Iteration 41Q: 3 clusters Score -1003457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1003490.562500 Penalty: 4489.176270
	Iteration 42Q: 3 clusters Score -1003491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1003519.125000 Penalty: 4489.176270
	Iteration 43Q: 3 clusters Score -1003519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1003531.062500 Penalty: 4489.176270
	Iteration 44Q: 3 clusters Score -1003531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1003553.250000 Penalty: 4489.176270
	Iteration 45Q: 3 clusters Score -1003553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1003575.000000 Penalty: 4489.176270
	Iteration 46Q: 3 clusters Score -1003575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1003593.187500 Penalty: 4489.176270
	Iteration 47Q: 3 clusters Score -1003593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1003615.062500 Penalty: 4489.176270
	Iteration 48Q: 3 clusters Score -1003615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1003630.562500 Penalty: 4489.176270
	Iteration 49Q: 3 clusters Score -1003631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1003642.062500 Penalty: 4489.176270
	Iteration 50Q: 3 clusters Score -1003642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1003656.562500 Penalty: 4489.176270
	Iteration 51Q: 3 clusters Score -1003657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1003674.000000 Penalty: 4489.176270
	Iteration 52Q: 3 clusters Score -1003674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1003686.562500 Penalty: 4489.176270
	Iteration 53Q: 3 clusters Score -1003687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1003696.937500 Penalty: 4489.176270
	Iteration 54Q: 3 clusters Score -1003697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1003705.125000 Penalty: 4489.176270
	Iteration 55Q: 3 clusters Score -1003705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1003714.500000 Penalty: 4489.176270
	Iteration 56Q: 3 clusters Score -1003714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1003720.500000 Penalty: 4489.176270
	Iteration 57Q: 3 clusters Score -1003720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1003721.062500 Penalty: 4489.176270
	Iteration 58Q: 3 clusters Score -1003721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1003727.437500 Penalty: 4489.176270
	Iteration 59Q: 3 clusters Score -1003727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1003730.625000 Penalty: 4489.176270
	Iteration 60F: 3 clusters Score -1003731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1003735.000000 Penalty: 4489.176270
	Iteration 61Q: 3 clusters Score -1003735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1003734.312500 Penalty: 4489.176270
	Iteration 62Q: 3 clusters Score -1003734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1003734.875000 Penalty: 4489.176270
	Iteration 63Q: 3 clusters Score -1003735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1003734.875000 Penalty: 4489.176270
	Iteration 64F: 3 clusters Score -1003735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Entering Unmasked Estep 
Score: -6912289.500000 Penalty: 2720.945557
	Iteration 0F: 2 clusters Score -6912290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -6873324.000000 Penalty: 5441.891113
	Iteration 0F: 3 clusters Score -6873324 nChanged 26837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6888504.500000 Penalty: 5441.891113
	Iteration 1F: 3 clusters Score -6888504 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -6889205.000000 Penalty: 5441.891113
	Iteration 2Q: 3 clusters Score -6889205 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -6889938.000000 Penalty: 5441.891113
	Iteration 3Q: 3 clusters Score -6889938 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -6890797.000000 Penalty: 5441.891113
	Iteration 4Q: 3 clusters Score -6890797 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -6891753.000000 Penalty: 5441.891113
	Iteration 5Q: 3 clusters Score -6891753 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6892827.500000 Penalty: 5441.891113
	Iteration 6Q: 3 clusters Score -6892828 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6893966.500000 Penalty: 5441.891113
	Iteration 7Q: 3 clusters Score -6893966 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -6895147.500000 Penalty: 5441.891113
	Iteration 8Q: 3 clusters Score -6895148 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6896457.000000 Penalty: 5441.891113
	Iteration 9Q: 3 clusters Score -6896457 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6897854.500000 Penalty: 5441.891113
	Iteration 10Q: 3 clusters Score -6897854 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -6899377.500000 Penalty: 5441.891113
	Iteration 11Q: 3 clusters Score -6899378 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -6900702.000000 Penalty: 5441.891113
	Iteration 12Q: 3 clusters Score -6900702 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6901546.000000 Penalty: 5441.891113
	Iteration 13Q: 3 clusters Score -6901546 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6902022.000000 Penalty: 5441.891113
	Iteration 14Q: 3 clusters Score -6902022 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -6902227.500000 Penalty: 5441.891113
	Iteration 15Q: 3 clusters Score -6902228 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6902405.000000 Penalty: 5441.891113
	Iteration 16Q: 3 clusters Score -6902405 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -6902480.500000 Penalty: 5441.891113
	Iteration 17Q: 3 clusters Score -6902480 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -6902542.500000 Penalty: 5441.891113
	Iteration 18Q: 3 clusters Score -6902542 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -6902614.000000 Penalty: 5441.891113
	Iteration 19Q: 3 clusters Score -6902614 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6902621.000000 Penalty: 5441.891113
	Iteration 20F: 3 clusters Score -6902621 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6902648.500000 Penalty: 5441.891113
	Iteration 21Q: 3 clusters Score -6902648 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6902688.000000 Penalty: 5441.891113
	Iteration 22Q: 3 clusters Score -6902688 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -6902741.000000 Penalty: 5441.891113
	Iteration 23Q: 3 clusters Score -6902741 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6902782.500000 Penalty: 5441.891113
	Iteration 24Q: 3 clusters Score -6902782 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -6902804.500000 Penalty: 5441.891113
	Iteration 25Q: 3 clusters Score -6902804 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6902845.500000 Penalty: 5441.891113
	Iteration 26Q: 3 clusters Score -6902846 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -6902870.500000 Penalty: 5441.891113
	Iteration 27Q: 3 clusters Score -6902870 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -6902955.500000 Penalty: 5441.891113
	Iteration 28Q: 3 clusters Score -6902956 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -6902993.500000 Penalty: 5441.891113
	Iteration 29Q: 3 clusters Score -6902994 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -6903084.000000 Penalty: 5441.891113
	Iteration 30Q: 3 clusters Score -6903084 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -6903139.500000 Penalty: 5441.891113
	Iteration 31Q: 3 clusters Score -6903140 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -6903237.000000 Penalty: 5441.891113
	Iteration 32Q: 3 clusters Score -6903237 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6903333.500000 Penalty: 5441.891113
	Iteration 33Q: 3 clusters Score -6903334 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6903458.500000 Penalty: 5441.891113
	Iteration 34Q: 3 clusters Score -6903458 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -6903597.500000 Penalty: 5441.891113
	Iteration 35Q: 3 clusters Score -6903598 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -6903699.000000 Penalty: 5441.891113
	Iteration 36Q: 3 clusters Score -6903699 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -6903822.500000 Penalty: 5441.891113
	Iteration 37Q: 3 clusters Score -6903822 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -6903980.500000 Penalty: 5441.891113
	Iteration 38Q: 3 clusters Score -6903980 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -6904126.000000 Penalty: 5441.891113
	Iteration 39Q: 3 clusters Score -6904126 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -6904323.000000 Penalty: 5441.891113
	Iteration 40F: 3 clusters Score -6904323 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6904546.500000 Penalty: 5441.891113
	Iteration 41Q: 3 clusters Score -6904546 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -6904717.000000 Penalty: 5441.891113
	Iteration 42Q: 3 clusters Score -6904717 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -6904921.500000 Penalty: 5441.891113
	Iteration 43Q: 3 clusters Score -6904922 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -6905203.000000 Penalty: 5441.891113
	Iteration 44Q: 3 clusters Score -6905203 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -6905511.500000 Penalty: 5441.891113
	Iteration 45Q: 3 clusters Score -6905512 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -6905837.000000 Penalty: 5441.891113
	Iteration 46Q: 3 clusters Score -6905837 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6906153.000000 Penalty: 5441.891113
	Iteration 47Q: 3 clusters Score -6906153 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -6906434.500000 Penalty: 5441.891113
	Iteration 48Q: 3 clusters Score -6906434 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -6906847.000000 Penalty: 5441.891113
	Iteration 49Q: 3 clusters Score -6906847 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -6907278.500000 Penalty: 5441.891113
	Iteration 50Q: 3 clusters Score -6907278 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6907653.500000 Penalty: 5441.891113
	Iteration 51Q: 3 clusters Score -6907654 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6908063.500000 Penalty: 5441.891113
	Iteration 52Q: 3 clusters Score -6908064 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6908454.500000 Penalty: 5441.891113
	Iteration 53Q: 3 clusters Score -6908454 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6908796.000000 Penalty: 5441.891113
	Iteration 54Q: 3 clusters Score -6908796 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6909032.000000 Penalty: 5441.891113
	Iteration 55Q: 3 clusters Score -6909032 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6909244.500000 Penalty: 5441.891113
	Iteration 56Q: 3 clusters Score -6909244 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6909409.500000 Penalty: 5441.891113
	Iteration 57Q: 3 clusters Score -6909410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6909512.500000 Penalty: 5441.891113
	Iteration 58Q: 3 clusters Score -6909512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6909618.500000 Penalty: 5441.891113
	Iteration 59Q: 3 clusters Score -6909618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6909680.500000 Penalty: 5441.891113
	Iteration 60F: 3 clusters Score -6909680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6909740.000000 Penalty: 5441.891113
	Iteration 61Q: 3 clusters Score -6909740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6909794.000000 Penalty: 5441.891113
	Iteration 62Q: 3 clusters Score -6909794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6909835.500000 Penalty: 5441.891113
	Iteration 63Q: 3 clusters Score -6909836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6909877.500000 Penalty: 5441.891113
	Iteration 64Q: 3 clusters Score -6909878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6909888.500000 Penalty: 5441.891113
	Iteration 65Q: 3 clusters Score -6909888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6909907.000000 Penalty: 5441.891113
	Iteration 66Q: 3 clusters Score -6909907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6909912.500000 Penalty: 5441.891113
	Iteration 67Q: 3 clusters Score -6909912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6909930.500000 Penalty: 5441.891113
	Iteration 68Q: 3 clusters Score -6909930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6909941.500000 Penalty: 5441.891113
	Iteration 69Q: 3 clusters Score -6909942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6909948.000000 Penalty: 5441.891113
	Iteration 70Q: 3 clusters Score -6909948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6909947.000000 Penalty: 5441.891113
	Iteration 71Q: 3 clusters Score -6909947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6909965.000000 Penalty: 5441.891113
	Iteration 72Q: 3 clusters Score -6909965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6909964.500000 Penalty: 5441.891113
	Iteration 73Q: 3 clusters Score -6909964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6909973.500000 Penalty: 5441.891113
	Iteration 74Q: 3 clusters Score -6909974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6909970.000000 Penalty: 5441.891113
	Iteration 75Q: 3 clusters Score -6909970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6909975.500000 Penalty: 5441.891113
	Iteration 76Q: 3 clusters Score -6909976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6909985.000000 Penalty: 5441.891113
	Iteration 77Q: 3 clusters Score -6909985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6909986.000000 Penalty: 5441.891113
	Iteration 78Q: 3 clusters Score -6909986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6909994.000000 Penalty: 5441.891113
	Iteration 79Q: 3 clusters Score -6909994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6909989.000000 Penalty: 5441.891113
	Iteration 80F: 3 clusters Score -6909989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6909986.000000 Penalty: 5441.891113
	Iteration 81Q: 3 clusters Score -6909986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6909992.000000 Penalty: 5441.891113
	Iteration 82Q: 3 clusters Score -6909992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6909999.000000 Penalty: 5441.891113
	Iteration 83Q: 3 clusters Score -6909999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6909998.500000 Penalty: 5441.891113
	Iteration 84Q: 3 clusters Score -6909998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6909998.500000 Penalty: 5441.891113
	Iteration 85F: 3 clusters Score -6909998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -320828.593750 Penalty: 1970.497681
	Iteration 0F: 2 clusters Score -320828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -317719.218750 Penalty: 3940.995361
	Iteration 0F: 3 clusters Score -317719.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -318277.125000 Penalty: 3940.995361
	Iteration 1F: 3 clusters Score -318277.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -318425.531250 Penalty: 3940.995361
	Iteration 2F: 3 clusters Score -318425.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -318505.718750 Penalty: 3940.995361
	Iteration 3Q: 3 clusters Score -318505.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -318557.968750 Penalty: 3940.995361
	Iteration 4Q: 3 clusters Score -318558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -318593.281250 Penalty: 3940.995361
	Iteration 5Q: 3 clusters Score -318593.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -318625.687500 Penalty: 3940.995361
	Iteration 6Q: 3 clusters Score -318625.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -318655.250000 Penalty: 3940.995361
	Iteration 7Q: 3 clusters Score -318655.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -318685.093750 Penalty: 3940.995361
	Iteration 8Q: 3 clusters Score -318685.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -318714.593750 Penalty: 3940.995361
	Iteration 9Q: 3 clusters Score -318714.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -318735.250000 Penalty: 3940.995361
	Iteration 10Q: 3 clusters Score -318735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -318748.500000 Penalty: 3940.995361
	Iteration 11Q: 3 clusters Score -318748.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -318771.375000 Penalty: 3940.995361
	Iteration 12Q: 3 clusters Score -318771.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -318787.656250 Penalty: 3940.995361
	Iteration 13Q: 3 clusters Score -318787.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -318804.843750 Penalty: 3940.995361
	Iteration 14Q: 3 clusters Score -318804.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -318816.218750 Penalty: 3940.995361
	Iteration 15Q: 3 clusters Score -318816.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -318828.187500 Penalty: 3940.995361
	Iteration 16Q: 3 clusters Score -318828.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -318839.437500 Penalty: 3940.995361
	Iteration 17Q: 3 clusters Score -318839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -318850.468750 Penalty: 3940.995361
	Iteration 18Q: 3 clusters Score -318850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -318858.500000 Penalty: 3940.995361
	Iteration 19Q: 3 clusters Score -318858.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -318865.843750 Penalty: 3940.995361
	Iteration 20F: 3 clusters Score -318865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318872.562500 Penalty: 3940.995361
	Iteration 21Q: 3 clusters Score -318872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -318877.687500 Penalty: 3940.995361
	Iteration 22Q: 3 clusters Score -318877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -318882.812500 Penalty: 3940.995361
	Iteration 23Q: 3 clusters Score -318882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -318886.156250 Penalty: 3940.995361
	Iteration 24Q: 3 clusters Score -318886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -318890.156250 Penalty: 3940.995361
	Iteration 25Q: 3 clusters Score -318890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318895.437500 Penalty: 3940.995361
	Iteration 26Q: 3 clusters Score -318895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -318900.875000 Penalty: 3940.995361
	Iteration 27Q: 3 clusters Score -318900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -318906.187500 Penalty: 3940.995361
	Iteration 28Q: 3 clusters Score -318906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -318913.218750 Penalty: 3940.995361
	Iteration 29Q: 3 clusters Score -318913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -318917.531250 Penalty: 3940.995361
	Iteration 30Q: 3 clusters Score -318917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -318921.718750 Penalty: 3940.995361
	Iteration 31Q: 3 clusters Score -318921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -318924.343750 Penalty: 3940.995361
	Iteration 32Q: 3 clusters Score -318924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -318926.593750 Penalty: 3940.995361
	Iteration 33Q: 3 clusters Score -318926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -318927.968750 Penalty: 3940.995361
	Iteration 34Q: 3 clusters Score -318928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -318930.125000 Penalty: 3940.995361
	Iteration 35Q: 3 clusters Score -318930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -318934.937500 Penalty: 3940.995361
	Iteration 36Q: 3 clusters Score -318934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -318937.156250 Penalty: 3940.995361
	Iteration 37Q: 3 clusters Score -318937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -318938.843750 Penalty: 3940.995361
	Iteration 38Q: 3 clusters Score -318938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -318939.125000 Penalty: 3940.995361
	Iteration 39Q: 3 clusters Score -318939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -318940.031250 Penalty: 3940.995361
	Iteration 40F: 3 clusters Score -318940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -318940.500000 Penalty: 3940.995361
	Iteration 41Q: 3 clusters Score -318940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -318940.500000 Penalty: 3940.995361
	Iteration 42F: 3 clusters Score -318940.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -685543.812500 Penalty: 2165.291260
	Iteration 0F: 2 clusters Score -685543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -680324.562500 Penalty: 4330.582520
	Iteration 0F: 3 clusters Score -680324.6 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -681726.562500 Penalty: 4330.582520
	Iteration 1F: 3 clusters Score -681726.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -682213.250000 Penalty: 4330.582520
	Iteration 2F: 3 clusters Score -682213.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -682653.812500 Penalty: 4330.582520
	Iteration 3F: 3 clusters Score -682653.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -683027.562500 Penalty: 4330.582520
	Iteration 4F: 3 clusters Score -683027.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -683304.937500 Penalty: 4330.582520
	Iteration 5F: 3 clusters Score -683304.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -683514.062500 Penalty: 4330.582520
	Iteration 6F: 3 clusters Score -683514.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -683676.000000 Penalty: 4330.582520
	Iteration 7Q: 3 clusters Score -683676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -683791.500000 Penalty: 4330.582520
	Iteration 8Q: 3 clusters Score -683791.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -683881.437500 Penalty: 4330.582520
	Iteration 9Q: 3 clusters Score -683881.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -683954.875000 Penalty: 4330.582520
	Iteration 10Q: 3 clusters Score -683954.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -684009.375000 Penalty: 4330.582520
	Iteration 11Q: 3 clusters Score -684009.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -684060.125000 Penalty: 4330.582520
	Iteration 12Q: 3 clusters Score -684060.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -684098.250000 Penalty: 4330.582520
	Iteration 13Q: 3 clusters Score -684098.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -684129.687500 Penalty: 4330.582520
	Iteration 14Q: 3 clusters Score -684129.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -684157.187500 Penalty: 4330.582520
	Iteration 15Q: 3 clusters Score -684157.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -684177.437500 Penalty: 4330.582520
	Iteration 16Q: 3 clusters Score -684177.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -684198.375000 Penalty: 4330.582520
	Iteration 17Q: 3 clusters Score -684198.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -684209.062500 Penalty: 4330.582520
	Iteration 18Q: 3 clusters Score -684209.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -684217.937500 Penalty: 4330.582520
	Iteration 19Q: 3 clusters Score -684217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -684228.437500 Penalty: 4330.582520
	Iteration 20F: 3 clusters Score -684228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -684232.812500 Penalty: 4330.582520
	Iteration 21Q: 3 clusters Score -684232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -684233.250000 Penalty: 4330.582520
	Iteration 22Q: 3 clusters Score -684233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -684237.437500 Penalty: 4330.582520
	Iteration 23Q: 3 clusters Score -684237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -684240.187500 Penalty: 4330.582520
	Iteration 24Q: 3 clusters Score -684240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -684240.625000 Penalty: 4330.582520
	Iteration 25Q: 3 clusters Score -684240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -684241.375000 Penalty: 4330.582520
	Iteration 26Q: 3 clusters Score -684241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -684241.062500 Penalty: 4330.582520
	Iteration 27Q: 3 clusters Score -684241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -684244.437500 Penalty: 4330.582520
	Iteration 28Q: 3 clusters Score -684244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -684246.375000 Penalty: 4330.582520
	Iteration 29Q: 3 clusters Score -684246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -684248.625000 Penalty: 4330.582520
	Iteration 30Q: 3 clusters Score -684248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -684250.875000 Penalty: 4330.582520
	Iteration 31Q: 3 clusters Score -684250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -684250.437500 Penalty: 4330.582520
	Iteration 32Q: 3 clusters Score -684250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -684250.062500 Penalty: 4330.582520
	Iteration 33Q: 3 clusters Score -684250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -684252.937500 Penalty: 4330.582520
	Iteration 34Q: 3 clusters Score -684252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -684254.062500 Penalty: 4330.582520
	Iteration 35Q: 3 clusters Score -684254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -684256.625000 Penalty: 4330.582520
	Iteration 36Q: 3 clusters Score -684256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -684255.812500 Penalty: 4330.582520
	Iteration 37Q: 3 clusters Score -684255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -684255.812500 Penalty: 4330.582520
	Iteration 38F: 3 clusters Score -684255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 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 209 members 
Entering Unmasked Estep 
Score: -39032.781250 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39032.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39365.375000 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39365.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39504.546875 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39504.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39577.238281 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39577.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39611.078125 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39611.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39624.375000 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39624.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39631.160156 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39631.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39637.707031 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39637.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39641.246094 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39641.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39642.792969 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39642.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39642.792969 Penalty: 2984.013916
	Iteration 10F: 3 clusters Score -39642.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (190549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190549 members 
Entering Unmasked Estep 
Score: -22376350.000000 Penalty: 3015.100830
	Iteration 0F: 2 clusters Score -2.237635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -22250136.000000 Penalty: 6030.201660
	Iteration 0F: 3 clusters Score -2.225014e+07 nChanged 91760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -22303926.000000 Penalty: 6030.201660
	Iteration 1F: 3 clusters Score -2.230393e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -22305146.000000 Penalty: 6030.201660
	Iteration 2Q: 3 clusters Score -2.230515e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -22306720.000000 Penalty: 6030.201660
	Iteration 3Q: 3 clusters Score -2.230672e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -22309238.000000 Penalty: 6030.201660
	Iteration 4Q: 3 clusters Score -2.230924e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 122256 members 
Entering Unmasked Estep 
Score: -22314118.000000 Penalty: 6030.201660
	Iteration 5F: 3 clusters Score -2.231412e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 135127 members 
Entering Unmasked Estep 
Score: -22322772.000000 Penalty: 6030.201660
	Iteration 6F: 3 clusters Score -2.232277e+07 nChanged 16627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 151730 members 
Entering Unmasked Estep 
Score: -22336700.000000 Penalty: 6030.201660
	Iteration 7F: 3 clusters Score -2.23367e+07 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -22352924.000000 Penalty: 6030.201660
	Iteration 8F: 3 clusters Score -2.235292e+07 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 181732 members 
Entering Unmasked Estep 
Score: -22365364.000000 Penalty: 6030.201660
	Iteration 9F: 3 clusters Score -2.236536e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 187782 members 
Entering Unmasked Estep 
Score: -22371180.000000 Penalty: 6030.201660
	Iteration 10Q: 3 clusters Score -2.237118e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 189728 members 
Entering Unmasked Estep 
Score: -22372964.000000 Penalty: 6030.201660
	Iteration 11Q: 3 clusters Score -2.237296e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 190203 members 
Entering Unmasked Estep 
Score: -22373360.000000 Penalty: 6030.201660
	Iteration 12Q: 3 clusters Score -2.237336e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190295 members 
Entering Unmasked Estep 
Score: -22373480.000000 Penalty: 6030.201660
	Iteration 13Q: 3 clusters Score -2.237348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190322 members 
Entering Unmasked Estep 
Score: -22373522.000000 Penalty: 6030.201660
	Iteration 14Q: 3 clusters Score -2.237352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190331 members 
Entering Unmasked Estep 
Score: -22373582.000000 Penalty: 6030.201660
	Iteration 15Q: 3 clusters Score -2.237358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190338 members 
Entering Unmasked Estep 
Score: -22373582.000000 Penalty: 6030.201660
	Iteration 16Q: 3 clusters Score -2.237358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 190339 members 
Entering Unmasked Estep 
Score: -22373612.000000 Penalty: 6030.201660
	Iteration 17Q: 3 clusters Score -2.237361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190338 members 
Entering Unmasked Estep 
Score: -22373608.000000 Penalty: 6030.201660
	Iteration 18Q: 3 clusters Score -2.237361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190336 members 
Entering Unmasked Estep 
Score: -22373624.000000 Penalty: 6030.201660
	Iteration 19Q: 3 clusters Score -2.237362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190338 members 
Entering Unmasked Estep 
Score: -22373622.000000 Penalty: 6030.201660
	Iteration 20F: 3 clusters Score -2.237362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190338 members 
Entering Unmasked Estep 
Score: -22373620.000000 Penalty: 6030.201660
	Iteration 21Q: 3 clusters Score -2.237362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190340 members 
Entering Unmasked Estep 
Score: -22373626.000000 Penalty: 6030.201660
	Iteration 22Q: 3 clusters Score -2.237363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190342 members 
Entering Unmasked Estep 
Score: -22373638.000000 Penalty: 6030.201660
	Iteration 23Q: 3 clusters Score -2.237364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 190341 members 
Entering Unmasked Estep 
Score: -22373636.000000 Penalty: 6030.201660
	Iteration 24Q: 3 clusters Score -2.237364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 190341 members 
Entering Unmasked Estep 
Score: -22373636.000000 Penalty: 6030.201660
	Iteration 25F: 3 clusters Score -2.237364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -97599.242188 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -97599.24 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 446 members 
Entering Unmasked Estep 
Score: -95717.828125 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -95717.83 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95955.773438 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -95955.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96028.718750 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -96028.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96060.328125 Penalty: 3353.165527
	Iteration 3Q: 3 clusters Score -96060.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96077.406250 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -96077.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96086.203125 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -96086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96098.750000 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -96098.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96112.914062 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -96112.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96119.078125 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -96119.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96127.507812 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -96127.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96134.937500 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -96134.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96135.851562 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -96135.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96137.640625 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -96137.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96137.640625 Penalty: 3353.165527
	Iteration 13F: 3 clusters Score -96137.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -139663.078125 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -139663.1 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 591 members 
Entering Unmasked Estep 
Score: -137631.093750 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -137631.1 nChanged 351
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: -138118.796875 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -138118.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138323.078125 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -138323.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -138446.828125 Penalty: 3524.062744
	Iteration 3F: 3 clusters Score -138446.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -138521.984375 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -138522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -138572.812500 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -138572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138612.625000 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -138612.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -138649.968750 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -138650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -138679.281250 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -138679.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138710.281250 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -138710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138728.328125 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -138728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -138735.875000 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -138735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138739.906250 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -138739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -138741.015625 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -138741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -138741.015625 Penalty: 3524.062744
	Iteration 14F: 3 clusters Score -138741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176097 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323294 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 321036 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95751 members 
Mstep: Class 21 contains 91625 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190549 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 106334.703125
Iteration 359Q: 31 clusters Score -1.839937e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 176098 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323284 members 
Mstep: Class 13 contains 23555 members 
Mstep: Class 14 contains 19499 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 321055 members 
Mstep: Class 18 contains 79391 members 
Mstep: Class 19 contains 51150 members 
Mstep: Class 20 contains 95737 members 
Mstep: Class 21 contains 91618 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8524 members 
Mstep: Class 24 contains 58199 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190553 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993760.000000 Penalty: 106334.703125
Iteration 360F: 31 clusters Score -1.839938e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 176095 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323277 members 
Mstep: Class 13 contains 23570 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 321076 members 
Mstep: Class 18 contains 79389 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95716 members 
Mstep: Class 21 contains 91609 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190552 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993760.000000 Penalty: 106334.703125
Iteration 361Q: 31 clusters Score -1.839938e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 176091 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323284 members 
Mstep: Class 13 contains 23584 members 
Mstep: Class 14 contains 19500 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321079 members 
Mstep: Class 18 contains 79390 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95703 members 
Mstep: Class 21 contains 91601 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190553 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 106334.703125
Iteration 362Q: 31 clusters Score -1.839936e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 176091 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12613 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323291 members 
Mstep: Class 13 contains 23593 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321072 members 
Mstep: Class 18 contains 79387 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95700 members 
Mstep: Class 21 contains 91599 members 
Mstep: Class 22 contains 4732 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190551 members 
Mstep: Class 29 contains 862 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 106334.703125
Iteration 363Q: 31 clusters Score -1.839937e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 176090 members 
Mstep: Class 5 contains 35770 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323298 members 
Mstep: Class 13 contains 23600 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321071 members 
Mstep: Class 18 contains 79386 members 
Mstep: Class 19 contains 51150 members 
Mstep: Class 20 contains 95688 members 
Mstep: Class 21 contains 91597 members 
Mstep: Class 22 contains 4730 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190559 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993792.000000 Penalty: 106334.703125
Iteration 364Q: 31 clusters Score -1.839938e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176098 members 
Mstep: Class 5 contains 35770 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12616 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323305 members 
Mstep: Class 13 contains 23606 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321071 members 
Mstep: Class 18 contains 79384 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95674 members 
Mstep: Class 21 contains 91591 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 58207 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190557 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993904.000000 Penalty: 106334.703125
Iteration 365Q: 31 clusters Score -1.839939e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 176096 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323311 members 
Mstep: Class 13 contains 23613 members 
Mstep: Class 14 contains 19500 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321069 members 
Mstep: Class 18 contains 79381 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95660 members 
Mstep: Class 21 contains 91594 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 58207 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190566 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993872.000000 Penalty: 106334.703125
Iteration 366Q: 31 clusters Score -1.839939e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176089 members 
Mstep: Class 5 contains 35765 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12615 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323313 members 
Mstep: Class 13 contains 23620 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321071 members 
Mstep: Class 18 contains 79380 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95647 members 
Mstep: Class 21 contains 91592 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8527 members 
Mstep: Class 24 contains 58208 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190579 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 367Q: 31 clusters Score -1.839937e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176077 members 
Mstep: Class 5 contains 35765 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12616 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323316 members 
Mstep: Class 13 contains 23626 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321067 members 
Mstep: Class 18 contains 79376 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95640 members 
Mstep: Class 21 contains 91590 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58207 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190599 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 368Q: 31 clusters Score -1.839939e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176066 members 
Mstep: Class 5 contains 35765 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12617 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323330 members 
Mstep: Class 13 contains 23627 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 321061 members 
Mstep: Class 18 contains 79374 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95630 members 
Mstep: Class 21 contains 91591 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190610 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993840.000000 Penalty: 106334.703125
Iteration 369Q: 31 clusters Score -1.839938e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176060 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 12617 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323350 members 
Mstep: Class 13 contains 23627 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 321048 members 
Mstep: Class 18 contains 79371 members 
Mstep: Class 19 contains 51147 members 
Mstep: Class 20 contains 95620 members 
Mstep: Class 21 contains 91594 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190623 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993952.000000 Penalty: 106334.703125
Iteration 370Q: 31 clusters Score -1.83994e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176056 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12618 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323355 members 
Mstep: Class 13 contains 23629 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321027 members 
Mstep: Class 18 contains 79371 members 
Mstep: Class 19 contains 51147 members 
Mstep: Class 20 contains 95619 members 
Mstep: Class 21 contains 91594 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190641 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 371Q: 31 clusters Score -1.839939e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176060 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323357 members 
Mstep: Class 13 contains 23631 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321014 members 
Mstep: Class 18 contains 79369 members 
Mstep: Class 19 contains 51146 members 
Mstep: Class 20 contains 95615 members 
Mstep: Class 21 contains 91588 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190655 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 372Q: 31 clusters Score -1.839939e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176056 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323370 members 
Mstep: Class 13 contains 23634 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321004 members 
Mstep: Class 18 contains 79365 members 
Mstep: Class 19 contains 51147 members 
Mstep: Class 20 contains 95609 members 
Mstep: Class 21 contains 91587 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8529 members 
Mstep: Class 24 contains 58199 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190662 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 373Q: 31 clusters Score -1.83994e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176049 members 
Mstep: Class 5 contains 35770 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323389 members 
Mstep: Class 13 contains 23634 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320991 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95604 members 
Mstep: Class 21 contains 91582 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190668 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 374Q: 31 clusters Score -1.83994e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176049 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323411 members 
Mstep: Class 13 contains 23634 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320974 members 
Mstep: Class 18 contains 79358 members 
Mstep: Class 19 contains 51150 members 
Mstep: Class 20 contains 95598 members 
Mstep: Class 21 contains 91576 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190673 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993952.000000 Penalty: 106334.703125
Iteration 375Q: 31 clusters Score -1.83994e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176046 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323427 members 
Mstep: Class 13 contains 23636 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 320972 members 
Mstep: Class 18 contains 79356 members 
Mstep: Class 19 contains 51149 members 
Mstep: Class 20 contains 95589 members 
Mstep: Class 21 contains 91568 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8532 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190674 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993984.000000 Penalty: 106334.703125
Iteration 376Q: 31 clusters Score -1.83994e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176042 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323436 members 
Mstep: Class 13 contains 23638 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 320972 members 
Mstep: Class 18 contains 79354 members 
Mstep: Class 19 contains 51150 members 
Mstep: Class 20 contains 95578 members 
Mstep: Class 21 contains 91563 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190684 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993984.000000 Penalty: 106334.703125
Iteration 377Q: 31 clusters Score -1.83994e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176042 members 
Mstep: Class 5 contains 35777 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323446 members 
Mstep: Class 13 contains 23637 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 320958 members 
Mstep: Class 18 contains 79352 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95569 members 
Mstep: Class 21 contains 91561 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190698 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 378Q: 31 clusters Score -1.839939e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176047 members 
Mstep: Class 5 contains 35775 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323451 members 
Mstep: Class 13 contains 23639 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 320948 members 
Mstep: Class 18 contains 79352 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95561 members 
Mstep: Class 21 contains 91563 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190705 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993872.000000 Penalty: 106334.703125
Iteration 379Q: 31 clusters Score -1.839939e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176051 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323441 members 
Mstep: Class 13 contains 23639 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 320945 members 
Mstep: Class 18 contains 79353 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95555 members 
Mstep: Class 21 contains 91561 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58208 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190718 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 380F: 31 clusters Score -1.839939e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176049 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323433 members 
Mstep: Class 13 contains 23641 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 320948 members 
Mstep: Class 18 contains 79354 members 
Mstep: Class 19 contains 51150 members 
Mstep: Class 20 contains 95553 members 
Mstep: Class 21 contains 91560 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58210 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190726 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 381Q: 31 clusters Score -1.839939e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176052 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323423 members 
Mstep: Class 13 contains 23641 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320941 members 
Mstep: Class 18 contains 79352 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95553 members 
Mstep: Class 21 contains 91558 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58215 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190739 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 106334.703125
Iteration 382Q: 31 clusters Score -1.839939e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176049 members 
Mstep: Class 5 contains 35770 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323413 members 
Mstep: Class 13 contains 23641 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320942 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95548 members 
Mstep: Class 21 contains 91559 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58216 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190756 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 383Q: 31 clusters Score -1.839939e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176045 members 
Mstep: Class 5 contains 35770 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323415 members 
Mstep: Class 13 contains 23643 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320942 members 
Mstep: Class 18 contains 79346 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95539 members 
Mstep: Class 21 contains 91560 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 58211 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190774 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 106334.703125
Iteration 384Q: 31 clusters Score -1.839939e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176044 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12623 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323430 members 
Mstep: Class 13 contains 23644 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320937 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95531 members 
Mstep: Class 21 contains 91560 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190780 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 385Q: 31 clusters Score -1.839939e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176046 members 
Mstep: Class 5 contains 35769 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12623 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323420 members 
Mstep: Class 13 contains 23645 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320946 members 
Mstep: Class 18 contains 79341 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95521 members 
Mstep: Class 21 contains 91560 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190793 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993968.000000 Penalty: 106334.703125
Iteration 386Q: 31 clusters Score -1.83994e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176044 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12623 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323404 members 
Mstep: Class 13 contains 23646 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320953 members 
Mstep: Class 18 contains 79342 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95512 members 
Mstep: Class 21 contains 91565 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190809 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993872.000000 Penalty: 106334.703125
Iteration 387Q: 31 clusters Score -1.839939e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176039 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12624 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323396 members 
Mstep: Class 13 contains 23647 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 320957 members 
Mstep: Class 18 contains 79345 members 
Mstep: Class 19 contains 51149 members 
Mstep: Class 20 contains 95508 members 
Mstep: Class 21 contains 91566 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190818 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 106334.703125
Iteration 388Q: 31 clusters Score -1.839939e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176032 members 
Mstep: Class 5 contains 35767 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323388 members 
Mstep: Class 13 contains 23650 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320969 members 
Mstep: Class 18 contains 79345 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95498 members 
Mstep: Class 21 contains 91569 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8529 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190827 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993760.000000 Penalty: 106334.703125
Iteration 389Q: 31 clusters Score -1.839938e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176027 members 
Mstep: Class 5 contains 35768 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12626 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323384 members 
Mstep: Class 13 contains 23658 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320971 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51154 members 
Mstep: Class 20 contains 95488 members 
Mstep: Class 21 contains 91569 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8527 members 
Mstep: Class 24 contains 58200 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190832 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993904.000000 Penalty: 106334.703125
Iteration 390Q: 31 clusters Score -1.839939e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176019 members 
Mstep: Class 5 contains 35769 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323392 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320976 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51155 members 
Mstep: Class 20 contains 95474 members 
Mstep: Class 21 contains 91567 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190846 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993792.000000 Penalty: 106334.703125
Iteration 391Q: 31 clusters Score -1.839938e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176012 members 
Mstep: Class 5 contains 35769 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323394 members 
Mstep: Class 13 contains 23666 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320990 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95463 members 
Mstep: Class 21 contains 91563 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 58189 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190852 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993712.000000 Penalty: 106334.703125
Iteration 392Q: 31 clusters Score -1.839937e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176015 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323388 members 
Mstep: Class 13 contains 23666 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320995 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95453 members 
Mstep: Class 21 contains 91564 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8529 members 
Mstep: Class 24 contains 58189 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190855 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993936.000000 Penalty: 106334.703125
Iteration 393Q: 31 clusters Score -1.839939e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176013 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323380 members 
Mstep: Class 13 contains 23671 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 320995 members 
Mstep: Class 18 contains 79346 members 
Mstep: Class 19 contains 51150 members 
Mstep: Class 20 contains 95448 members 
Mstep: Class 21 contains 91559 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8530 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190864 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993904.000000 Penalty: 106334.703125
Iteration 394Q: 31 clusters Score -1.839939e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176017 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323372 members 
Mstep: Class 13 contains 23674 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321002 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51151 members 
Mstep: Class 20 contains 95440 members 
Mstep: Class 21 contains 91557 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190867 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 106334.703125
Iteration 395Q: 31 clusters Score -1.839939e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176020 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323352 members 
Mstep: Class 13 contains 23675 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321006 members 
Mstep: Class 18 contains 79343 members 
Mstep: Class 19 contains 51152 members 
Mstep: Class 20 contains 95434 members 
Mstep: Class 21 contains 91555 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8533 members 
Mstep: Class 24 contains 58197 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190883 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993872.000000 Penalty: 106334.703125
Iteration 396Q: 31 clusters Score -1.839939e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176018 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323350 members 
Mstep: Class 13 contains 23677 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321010 members 
Mstep: Class 18 contains 79339 members 
Mstep: Class 19 contains 51153 members 
Mstep: Class 20 contains 95429 members 
Mstep: Class 21 contains 91552 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8533 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190896 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 397Q: 31 clusters Score -1.839939e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176015 members 
Mstep: Class 5 contains 35771 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323341 members 
Mstep: Class 13 contains 23680 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321020 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51154 members 
Mstep: Class 20 contains 95420 members 
Mstep: Class 21 contains 91547 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190908 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 398Q: 31 clusters Score -1.839939e+08 nChanged 95
Entering ConstructFrom: 
Score: -183993888.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84332.898438 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84332.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84680.406250 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84680.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84863.945312 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -84863.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84980.054688 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -84980.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85075.960938 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -85075.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85168.476562 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85168.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85260.882812 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85260.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85322.804688 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85322.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85396.062500 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85396.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85429.882812 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85429.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85469.562500 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85469.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85494.367188 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85494.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85520.226562 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -85520.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85565.648438 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -85565.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85614.445312 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -85614.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85645.921875 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -85645.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85658.828125 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -85658.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85660.523438 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -85660.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85661.585938 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -85661.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85663.710938 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -85663.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85663.710938 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -85663.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -44405.839844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -44405.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42962.230469 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -42962.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43113.667969 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -43113.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43159.312500 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -43159.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43176.554688 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -43176.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43191.007812 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -43191.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43200.742188 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -43200.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43202.121094 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -43202.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43202.121094 Penalty: 3000.667969
	Iteration 7F: 3 clusters Score -43202.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Entering Unmasked Estep 
Score: -956155.937500 Penalty: 2242.073486
	Iteration 0F: 2 clusters Score -956155.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -949491.812500 Penalty: 4484.146973
	Iteration 0F: 3 clusters Score -949491.8 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -951298.812500 Penalty: 4484.146973
	Iteration 1F: 3 clusters Score -951298.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -951569.312500 Penalty: 4484.146973
	Iteration 2F: 3 clusters Score -951569.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -951774.250000 Penalty: 4484.146973
	Iteration 3F: 3 clusters Score -951774.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -951933.250000 Penalty: 4484.146973
	Iteration 4Q: 3 clusters Score -951933.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -952089.875000 Penalty: 4484.146973
	Iteration 5Q: 3 clusters Score -952089.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -952273.562500 Penalty: 4484.146973
	Iteration 6Q: 3 clusters Score -952273.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -952508.937500 Penalty: 4484.146973
	Iteration 7Q: 3 clusters Score -952508.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -952829.812500 Penalty: 4484.146973
	Iteration 8Q: 3 clusters Score -952829.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -953235.437500 Penalty: 4484.146973
	Iteration 9F: 3 clusters Score -953235.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -953642.500000 Penalty: 4484.146973
	Iteration 10F: 3 clusters Score -953642.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -954002.625000 Penalty: 4484.146973
	Iteration 11F: 3 clusters Score -954002.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -954278.187500 Penalty: 4484.146973
	Iteration 12Q: 3 clusters Score -954278.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -954450.500000 Penalty: 4484.146973
	Iteration 13Q: 3 clusters Score -954450.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -954527.000000 Penalty: 4484.146973
	Iteration 14Q: 3 clusters Score -954527 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -954566.375000 Penalty: 4484.146973
	Iteration 15Q: 3 clusters Score -954566.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -954592.375000 Penalty: 4484.146973
	Iteration 16Q: 3 clusters Score -954592.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -954610.375000 Penalty: 4484.146973
	Iteration 17Q: 3 clusters Score -954610.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -954628.750000 Penalty: 4484.146973
	Iteration 18Q: 3 clusters Score -954628.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -954635.125000 Penalty: 4484.146973
	Iteration 19Q: 3 clusters Score -954635.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -954641.562500 Penalty: 4484.146973
	Iteration 20F: 3 clusters Score -954641.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -954645.937500 Penalty: 4484.146973
	Iteration 21Q: 3 clusters Score -954645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -954647.500000 Penalty: 4484.146973
	Iteration 22Q: 3 clusters Score -954647.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -954649.812500 Penalty: 4484.146973
	Iteration 23Q: 3 clusters Score -954649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -954651.000000 Penalty: 4484.146973
	Iteration 24Q: 3 clusters Score -954651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -954651.062500 Penalty: 4484.146973
	Iteration 25Q: 3 clusters Score -954651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -954651.187500 Penalty: 4484.146973
	Iteration 26Q: 3 clusters Score -954651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -954653.000000 Penalty: 4484.146973
	Iteration 27Q: 3 clusters Score -954653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -954654.000000 Penalty: 4484.146973
	Iteration 28Q: 3 clusters Score -954654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -954655.187500 Penalty: 4484.146973
	Iteration 29Q: 3 clusters Score -954655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -954656.812500 Penalty: 4484.146973
	Iteration 30Q: 3 clusters Score -954656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -954658.437500 Penalty: 4484.146973
	Iteration 31Q: 3 clusters Score -954658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -954660.187500 Penalty: 4484.146973
	Iteration 32Q: 3 clusters Score -954660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -954662.812500 Penalty: 4484.146973
	Iteration 33Q: 3 clusters Score -954662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -954664.000000 Penalty: 4484.146973
	Iteration 34Q: 3 clusters Score -954664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -954661.500000 Penalty: 4484.146973
	Iteration 35Q: 3 clusters Score -954661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -954663.937500 Penalty: 4484.146973
	Iteration 36Q: 3 clusters Score -954663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -954662.187500 Penalty: 4484.146973
	Iteration 37Q: 3 clusters Score -954662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -954661.500000 Penalty: 4484.146973
	Iteration 38Q: 3 clusters Score -954661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -954662.750000 Penalty: 4484.146973
	Iteration 39Q: 3 clusters Score -954662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -954662.937500 Penalty: 4484.146973
	Iteration 40F: 3 clusters Score -954662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -954663.625000 Penalty: 4484.146973
	Iteration 41Q: 3 clusters Score -954663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -954663.625000 Penalty: 4484.146973
	Iteration 42F: 3 clusters Score -954663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Entering Unmasked Estep 
Score: -20722526.000000 Penalty: 2995.423096
	Iteration 0F: 2 clusters Score -2.072253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -20605176.000000 Penalty: 5990.846191
	Iteration 0F: 3 clusters Score -2.060518e+07 nChanged 84385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -20654444.000000 Penalty: 5990.846191
	Iteration 1F: 3 clusters Score -2.065444e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -20655866.000000 Penalty: 5990.846191
	Iteration 2Q: 3 clusters Score -2.065587e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -20658140.000000 Penalty: 5990.846191
	Iteration 3Q: 3 clusters Score -2.065814e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113619 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -20663050.000000 Penalty: 5990.846191
	Iteration 4F: 3 clusters Score -2.066305e+07 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127016 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -20672828.000000 Penalty: 5990.846191
	Iteration 5F: 3 clusters Score -2.067283e+07 nChanged 16744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -20688344.000000 Penalty: 5990.846191
	Iteration 6F: 3 clusters Score -2.068834e+07 nChanged 15865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159195 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -20704838.000000 Penalty: 5990.846191
	Iteration 7F: 3 clusters Score -2.070484e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -20714292.000000 Penalty: 5990.846191
	Iteration 8F: 3 clusters Score -2.071429e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -20718102.000000 Penalty: 5990.846191
	Iteration 9Q: 3 clusters Score -2.07181e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173696 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20719488.000000 Penalty: 5990.846191
	Iteration 10Q: 3 clusters Score -2.071949e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174024 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20720100.000000 Penalty: 5990.846191
	Iteration 11Q: 3 clusters Score -2.07201e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -20720366.000000 Penalty: 5990.846191
	Iteration 12Q: 3 clusters Score -2.072037e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174084 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20720550.000000 Penalty: 5990.846191
	Iteration 13Q: 3 clusters Score -2.072055e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174085 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20720678.000000 Penalty: 5990.846191
	Iteration 14Q: 3 clusters Score -2.072068e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174076 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -20720734.000000 Penalty: 5990.846191
	Iteration 15Q: 3 clusters Score -2.072073e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174078 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -20720764.000000 Penalty: 5990.846191
	Iteration 16Q: 3 clusters Score -2.072076e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -20720786.000000 Penalty: 5990.846191
	Iteration 17Q: 3 clusters Score -2.072079e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -20720788.000000 Penalty: 5990.846191
	Iteration 18Q: 3 clusters Score -2.072079e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20720798.000000 Penalty: 5990.846191
	Iteration 19Q: 3 clusters Score -2.07208e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -20720814.000000 Penalty: 5990.846191
	Iteration 20F: 3 clusters Score -2.072081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174010 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -20720832.000000 Penalty: 5990.846191
	Iteration 21Q: 3 clusters Score -2.072083e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20720852.000000 Penalty: 5990.846191
	Iteration 22Q: 3 clusters Score -2.072085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -20720860.000000 Penalty: 5990.846191
	Iteration 23Q: 3 clusters Score -2.072086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -20720850.000000 Penalty: 5990.846191
	Iteration 24Q: 3 clusters Score -2.072085e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -20720848.000000 Penalty: 5990.846191
	Iteration 25Q: 3 clusters Score -2.072085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173950 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20720870.000000 Penalty: 5990.846191
	Iteration 26Q: 3 clusters Score -2.072087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20720862.000000 Penalty: 5990.846191
	Iteration 27Q: 3 clusters Score -2.072086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20720858.000000 Penalty: 5990.846191
	Iteration 28Q: 3 clusters Score -2.072086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173916 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20720842.000000 Penalty: 5990.846191
	Iteration 29Q: 3 clusters Score -2.072084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20720878.000000 Penalty: 5990.846191
	Iteration 30Q: 3 clusters Score -2.072088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -20720884.000000 Penalty: 5990.846191
	Iteration 31Q: 3 clusters Score -2.072088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -20720894.000000 Penalty: 5990.846191
	Iteration 32Q: 3 clusters Score -2.072089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173905 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20720882.000000 Penalty: 5990.846191
	Iteration 33Q: 3 clusters Score -2.072088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -20720872.000000 Penalty: 5990.846191
	Iteration 34Q: 3 clusters Score -2.072087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20720868.000000 Penalty: 5990.846191
	Iteration 35Q: 3 clusters Score -2.072087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20720856.000000 Penalty: 5990.846191
	Iteration 36Q: 3 clusters Score -2.072086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -20720870.000000 Penalty: 5990.846191
	Iteration 37Q: 3 clusters Score -2.072087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20720864.000000 Penalty: 5990.846191
	Iteration 38Q: 3 clusters Score -2.072086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -20720878.000000 Penalty: 5990.846191
	Iteration 39Q: 3 clusters Score -2.072088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20720870.000000 Penalty: 5990.846191
	Iteration 40F: 3 clusters Score -2.072087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173877 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20720878.000000 Penalty: 5990.846191
	Iteration 41Q: 3 clusters Score -2.072088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -20720872.000000 Penalty: 5990.846191
	Iteration 42Q: 3 clusters Score -2.072087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20720866.000000 Penalty: 5990.846191
	Iteration 43Q: 3 clusters Score -2.072087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20720866.000000 Penalty: 5990.846191
	Iteration 44F: 3 clusters Score -2.072087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Entering Unmasked Estep 
Score: -4264310.500000 Penalty: 2600.260254
	Iteration 0F: 2 clusters Score -4264310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4240077.500000 Penalty: 5200.520508
	Iteration 0F: 3 clusters Score -4240078 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4248825.000000 Penalty: 5200.520508
	Iteration 1F: 3 clusters Score -4248825 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4249306.500000 Penalty: 5200.520508
	Iteration 2Q: 3 clusters Score -4249306 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4249796.000000 Penalty: 5200.520508
	Iteration 3Q: 3 clusters Score -4249796 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4250253.000000 Penalty: 5200.520508
	Iteration 4Q: 3 clusters Score -4250253 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4250824.000000 Penalty: 5200.520508
	Iteration 5Q: 3 clusters Score -4250824 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4251424.000000 Penalty: 5200.520508
	Iteration 6Q: 3 clusters Score -4251424 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4252154.000000 Penalty: 5200.520508
	Iteration 7Q: 3 clusters Score -4252154 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4252942.000000 Penalty: 5200.520508
	Iteration 8Q: 3 clusters Score -4252942 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4253926.000000 Penalty: 5200.520508
	Iteration 9Q: 3 clusters Score -4253926 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4254956.500000 Penalty: 5200.520508
	Iteration 10Q: 3 clusters Score -4254956 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -4255972.000000 Penalty: 5200.520508
	Iteration 11Q: 3 clusters Score -4255972 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4256784.500000 Penalty: 5200.520508
	Iteration 12Q: 3 clusters Score -4256784 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4257417.500000 Penalty: 5200.520508
	Iteration 13Q: 3 clusters Score -4257418 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4257865.500000 Penalty: 5200.520508
	Iteration 14Q: 3 clusters Score -4257866 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4258144.000000 Penalty: 5200.520508
	Iteration 15Q: 3 clusters Score -4258144 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4258348.000000 Penalty: 5200.520508
	Iteration 16Q: 3 clusters Score -4258348 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4258486.500000 Penalty: 5200.520508
	Iteration 17Q: 3 clusters Score -4258486 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4258603.500000 Penalty: 5200.520508
	Iteration 18Q: 3 clusters Score -4258604 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4258684.500000 Penalty: 5200.520508
	Iteration 19Q: 3 clusters Score -4258684 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4258764.000000 Penalty: 5200.520508
	Iteration 20F: 3 clusters Score -4258764 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4258836.000000 Penalty: 5200.520508
	Iteration 21Q: 3 clusters Score -4258836 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4258914.500000 Penalty: 5200.520508
	Iteration 22Q: 3 clusters Score -4258914 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -4259004.000000 Penalty: 5200.520508
	Iteration 23Q: 3 clusters Score -4259004 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -4259100.000000 Penalty: 5200.520508
	Iteration 24Q: 3 clusters Score -4259100 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4259193.000000 Penalty: 5200.520508
	Iteration 25Q: 3 clusters Score -4259193 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4259303.000000 Penalty: 5200.520508
	Iteration 26Q: 3 clusters Score -4259303 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4259397.500000 Penalty: 5200.520508
	Iteration 27Q: 3 clusters Score -4259398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4259504.000000 Penalty: 5200.520508
	Iteration 28Q: 3 clusters Score -4259504 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4259621.500000 Penalty: 5200.520508
	Iteration 29Q: 3 clusters Score -4259622 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4259746.000000 Penalty: 5200.520508
	Iteration 30Q: 3 clusters Score -4259746 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4259858.500000 Penalty: 5200.520508
	Iteration 31Q: 3 clusters Score -4259858 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4259983.000000 Penalty: 5200.520508
	Iteration 32Q: 3 clusters Score -4259983 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4260111.000000 Penalty: 5200.520508
	Iteration 33Q: 3 clusters Score -4260111 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4260218.500000 Penalty: 5200.520508
	Iteration 34Q: 3 clusters Score -4260218 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4260357.500000 Penalty: 5200.520508
	Iteration 35Q: 3 clusters Score -4260358 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4260475.000000 Penalty: 5200.520508
	Iteration 36Q: 3 clusters Score -4260475 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4260610.000000 Penalty: 5200.520508
	Iteration 37Q: 3 clusters Score -4260610 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4260755.000000 Penalty: 5200.520508
	Iteration 38Q: 3 clusters Score -4260755 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4260890.000000 Penalty: 5200.520508
	Iteration 39Q: 3 clusters Score -4260890 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4261021.000000 Penalty: 5200.520508
	Iteration 40F: 3 clusters Score -4261021 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4261147.500000 Penalty: 5200.520508
	Iteration 41Q: 3 clusters Score -4261148 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4261264.000000 Penalty: 5200.520508
	Iteration 42Q: 3 clusters Score -4261264 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4261369.500000 Penalty: 5200.520508
	Iteration 43Q: 3 clusters Score -4261370 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4261485.000000 Penalty: 5200.520508
	Iteration 44Q: 3 clusters Score -4261485 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4261571.000000 Penalty: 5200.520508
	Iteration 45Q: 3 clusters Score -4261571 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4261641.500000 Penalty: 5200.520508
	Iteration 46Q: 3 clusters Score -4261642 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4261722.500000 Penalty: 5200.520508
	Iteration 47Q: 3 clusters Score -4261722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4261782.500000 Penalty: 5200.520508
	Iteration 48Q: 3 clusters Score -4261782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4261848.000000 Penalty: 5200.520508
	Iteration 49Q: 3 clusters Score -4261848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4261877.500000 Penalty: 5200.520508
	Iteration 50Q: 3 clusters Score -4261878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4261910.500000 Penalty: 5200.520508
	Iteration 51Q: 3 clusters Score -4261910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4261947.000000 Penalty: 5200.520508
	Iteration 52Q: 3 clusters Score -4261947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4261968.000000 Penalty: 5200.520508
	Iteration 53Q: 3 clusters Score -4261968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4261999.000000 Penalty: 5200.520508
	Iteration 54Q: 3 clusters Score -4261999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4262032.000000 Penalty: 5200.520508
	Iteration 55Q: 3 clusters Score -4262032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4262053.500000 Penalty: 5200.520508
	Iteration 56Q: 3 clusters Score -4262054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4262061.000000 Penalty: 5200.520508
	Iteration 57Q: 3 clusters Score -4262061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4262074.500000 Penalty: 5200.520508
	Iteration 58Q: 3 clusters Score -4262074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4262073.000000 Penalty: 5200.520508
	Iteration 59Q: 3 clusters Score -4262073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4262081.500000 Penalty: 5200.520508
	Iteration 60F: 3 clusters Score -4262082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4262084.500000 Penalty: 5200.520508
	Iteration 61Q: 3 clusters Score -4262084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4262088.500000 Penalty: 5200.520508
	Iteration 62Q: 3 clusters Score -4262088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4262094.500000 Penalty: 5200.520508
	Iteration 63Q: 3 clusters Score -4262094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4262106.500000 Penalty: 5200.520508
	Iteration 64Q: 3 clusters Score -4262106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4262113.000000 Penalty: 5200.520508
	Iteration 65Q: 3 clusters Score -4262113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4262121.000000 Penalty: 5200.520508
	Iteration 66Q: 3 clusters Score -4262121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4262119.500000 Penalty: 5200.520508
	Iteration 67Q: 3 clusters Score -4262120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4262116.000000 Penalty: 5200.520508
	Iteration 68Q: 3 clusters Score -4262116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4262120.500000 Penalty: 5200.520508
	Iteration 69Q: 3 clusters Score -4262120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4262119.000000 Penalty: 5200.520508
	Iteration 70Q: 3 clusters Score -4262119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4262120.000000 Penalty: 5200.520508
	Iteration 71Q: 3 clusters Score -4262120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4262117.000000 Penalty: 5200.520508
	Iteration 72Q: 3 clusters Score -4262117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4262117.000000 Penalty: 5200.520508
	Iteration 73F: 3 clusters Score -4262117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -148454.312500 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -148454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -146260.203125 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -146260.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -146604.890625 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -146604.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146713.484375 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -146713.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146787.921875 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -146787.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146820.843750 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -146820.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146841.796875 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -146841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -146860.921875 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -146860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -146871.328125 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -146871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -146874.500000 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -146874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146880.218750 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -146880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -146885.265625 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -146885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -146891.375000 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -146891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146896.203125 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -146896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -146900.218750 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -146900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146904.468750 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -146904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -146910.484375 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -146910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -146919.843750 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -146919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146927.281250 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -146927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146935.093750 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -146935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146942.500000 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -146942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -146947.484375 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -146947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146948.281250 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -146948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146949.312500 Penalty: 3568.812988
	Iteration 22Q: 3 clusters Score -146949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146950.515625 Penalty: 3568.812988
	Iteration 23Q: 3 clusters Score -146950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -146953.578125 Penalty: 3568.812988
	Iteration 24Q: 3 clusters Score -146953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -146954.687500 Penalty: 3568.812988
	Iteration 25Q: 3 clusters Score -146954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -146955.375000 Penalty: 3568.812988
	Iteration 26Q: 3 clusters Score -146955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146956.250000 Penalty: 3568.812988
	Iteration 27Q: 3 clusters Score -146956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146956.484375 Penalty: 3568.812988
	Iteration 28Q: 3 clusters Score -146956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146958.812500 Penalty: 3568.812988
	Iteration 29Q: 3 clusters Score -146958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146960.187500 Penalty: 3568.812988
	Iteration 30Q: 3 clusters Score -146960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146960.187500 Penalty: 3568.812988
	Iteration 31F: 3 clusters Score -146960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -275776.406250 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -275776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -272823.218750 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -272823.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -273532.062500 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -273532.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -273803.281250 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -273803.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274000.218750 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -274000.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -274279.000000 Penalty: 3904.170410
	Iteration 4F: 3 clusters Score -274279 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -274668.531250 Penalty: 3904.170410
	Iteration 5F: 3 clusters Score -274668.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275076.406250 Penalty: 3904.170410
	Iteration 6F: 3 clusters Score -275076.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -275407.031250 Penalty: 3904.170410
	Iteration 7F: 3 clusters Score -275407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -275753.781250 Penalty: 3904.170410
	Iteration 8F: 3 clusters Score -275753.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -276027.468750 Penalty: 3904.170410
	Iteration 9F: 3 clusters Score -276027.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -276188.156250 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -276188.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -276234.156250 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -276234.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -276248.843750 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -276248.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -276262.437500 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -276262.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -276269.843750 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -276269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -276272.031250 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -276272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -276272.437500 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -276272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -276273.500000 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -276273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -276274.656250 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -276274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -276274.656250 Penalty: 3904.170410
	Iteration 19F: 3 clusters Score -276274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176014 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323344 members 
Mstep: Class 13 contains 23685 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321021 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95414 members 
Mstep: Class 21 contains 91540 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190909 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1431 members 
Entering Unmasked Estep 
Score: -183993232.000000 Penalty: 109879.187500
Splitting cluster 7 changes total score from -183993888.000000 to -183993232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Entering Unmasked Estep 
Score: -1371818.250000 Penalty: 2342.070068
	Iteration 0F: 2 clusters Score -1371818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1362487.125000 Penalty: 4684.140137
	Iteration 0F: 3 clusters Score -1362487 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1365765.000000 Penalty: 4684.140137
	Iteration 1F: 3 clusters Score -1365765 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1366384.875000 Penalty: 4684.140137
	Iteration 2F: 3 clusters Score -1366385 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1367054.250000 Penalty: 4684.140137
	Iteration 3F: 3 clusters Score -1367054 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1367754.750000 Penalty: 4684.140137
	Iteration 4F: 3 clusters Score -1367755 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1368253.125000 Penalty: 4684.140137
	Iteration 5F: 3 clusters Score -1368253 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1368589.750000 Penalty: 4684.140137
	Iteration 6Q: 3 clusters Score -1368590 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1368836.500000 Penalty: 4684.140137
	Iteration 7Q: 3 clusters Score -1368836 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1368997.750000 Penalty: 4684.140137
	Iteration 8Q: 3 clusters Score -1368998 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1369102.000000 Penalty: 4684.140137
	Iteration 9Q: 3 clusters Score -1369102 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1369200.125000 Penalty: 4684.140137
	Iteration 10Q: 3 clusters Score -1369200 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1369296.125000 Penalty: 4684.140137
	Iteration 11Q: 3 clusters Score -1369296 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1369399.125000 Penalty: 4684.140137
	Iteration 12Q: 3 clusters Score -1369399 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1369492.500000 Penalty: 4684.140137
	Iteration 13Q: 3 clusters Score -1369492 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1369577.125000 Penalty: 4684.140137
	Iteration 14Q: 3 clusters Score -1369577 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1369654.375000 Penalty: 4684.140137
	Iteration 15Q: 3 clusters Score -1369654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1369713.500000 Penalty: 4684.140137
	Iteration 16Q: 3 clusters Score -1369714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1369754.500000 Penalty: 4684.140137
	Iteration 17Q: 3 clusters Score -1369754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1369791.500000 Penalty: 4684.140137
	Iteration 18Q: 3 clusters Score -1369792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1369814.750000 Penalty: 4684.140137
	Iteration 19Q: 3 clusters Score -1369815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1369830.875000 Penalty: 4684.140137
	Iteration 20F: 3 clusters Score -1369831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1369841.375000 Penalty: 4684.140137
	Iteration 21Q: 3 clusters Score -1369841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1369852.375000 Penalty: 4684.140137
	Iteration 22Q: 3 clusters Score -1369852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1369857.625000 Penalty: 4684.140137
	Iteration 23Q: 3 clusters Score -1369858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1369864.500000 Penalty: 4684.140137
	Iteration 24Q: 3 clusters Score -1369864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1369872.875000 Penalty: 4684.140137
	Iteration 25Q: 3 clusters Score -1369873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1369887.250000 Penalty: 4684.140137
	Iteration 26Q: 3 clusters Score -1369887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1369888.750000 Penalty: 4684.140137
	Iteration 27Q: 3 clusters Score -1369889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1369898.375000 Penalty: 4684.140137
	Iteration 28Q: 3 clusters Score -1369898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1369902.625000 Penalty: 4684.140137
	Iteration 29Q: 3 clusters Score -1369903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1369907.125000 Penalty: 4684.140137
	Iteration 30Q: 3 clusters Score -1369907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1369912.750000 Penalty: 4684.140137
	Iteration 31Q: 3 clusters Score -1369913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1369910.000000 Penalty: 4684.140137
	Iteration 32Q: 3 clusters Score -1369910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1369911.500000 Penalty: 4684.140137
	Iteration 33Q: 3 clusters Score -1369912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1369910.625000 Penalty: 4684.140137
	Iteration 34Q: 3 clusters Score -1369911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1369912.500000 Penalty: 4684.140137
	Iteration 35Q: 3 clusters Score -1369912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1369912.125000 Penalty: 4684.140137
	Iteration 36Q: 3 clusters Score -1369912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1369912.375000 Penalty: 4684.140137
	Iteration 37Q: 3 clusters Score -1369912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1369913.875000 Penalty: 4684.140137
	Iteration 38Q: 3 clusters Score -1369914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1369914.875000 Penalty: 4684.140137
	Iteration 39Q: 3 clusters Score -1369915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1369915.375000 Penalty: 4684.140137
	Iteration 40F: 3 clusters Score -1369915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1369918.625000 Penalty: 4684.140137
	Iteration 41Q: 3 clusters Score -1369919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1369916.250000 Penalty: 4684.140137
	Iteration 42Q: 3 clusters Score -1369916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1369915.875000 Penalty: 4684.140137
	Iteration 43Q: 3 clusters Score -1369916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1369916.250000 Penalty: 4684.140137
	Iteration 44Q: 3 clusters Score -1369916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1369914.250000 Penalty: 4684.140137
	Iteration 45Q: 3 clusters Score -1369914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1369916.375000 Penalty: 4684.140137
	Iteration 46Q: 3 clusters Score -1369916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1369916.375000 Penalty: 4684.140137
	Iteration 47F: 3 clusters Score -1369916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50551.074219 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50551.07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50733.960938 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50733.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50781.421875 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50781.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50793.832031 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50793.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50798.207031 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50798.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50798.207031 Penalty: 3075.452393
	Iteration 5F: 3 clusters Score -50798.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Entering Unmasked Estep 
Score: -9749867.000000 Penalty: 2811.270996
	Iteration 0F: 2 clusters Score -9749867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -9693729.000000 Penalty: 5622.541992
	Iteration 0F: 3 clusters Score -9693729 nChanged 39423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -9716236.000000 Penalty: 5622.541992
	Iteration 1F: 3 clusters Score -9716236 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -9717431.000000 Penalty: 5622.541992
	Iteration 2Q: 3 clusters Score -9717431 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -9719215.000000 Penalty: 5622.541992
	Iteration 3Q: 3 clusters Score -9719215 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -9722228.000000 Penalty: 5622.541992
	Iteration 4F: 3 clusters Score -9722228 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -9726845.000000 Penalty: 5622.541992
	Iteration 5F: 3 clusters Score -9726845 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -9732649.000000 Penalty: 5622.541992
	Iteration 6F: 3 clusters Score -9732649 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -9737809.000000 Penalty: 5622.541992
	Iteration 7F: 3 clusters Score -9737809 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -9741084.000000 Penalty: 5622.541992
	Iteration 8F: 3 clusters Score -9741084 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -9742841.000000 Penalty: 5622.541992
	Iteration 9Q: 3 clusters Score -9742841 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -9743976.000000 Penalty: 5622.541992
	Iteration 10Q: 3 clusters Score -9743976 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -9744822.000000 Penalty: 5622.541992
	Iteration 11Q: 3 clusters Score -9744822 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -9745440.000000 Penalty: 5622.541992
	Iteration 12Q: 3 clusters Score -9745440 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -9745925.000000 Penalty: 5622.541992
	Iteration 13Q: 3 clusters Score -9745925 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -9746346.000000 Penalty: 5622.541992
	Iteration 14Q: 3 clusters Score -9746346 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -9746706.000000 Penalty: 5622.541992
	Iteration 15Q: 3 clusters Score -9746706 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -9747105.000000 Penalty: 5622.541992
	Iteration 16Q: 3 clusters Score -9747105 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -9747372.000000 Penalty: 5622.541992
	Iteration 17Q: 3 clusters Score -9747372 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -9747559.000000 Penalty: 5622.541992
	Iteration 18Q: 3 clusters Score -9747559 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -9747710.000000 Penalty: 5622.541992
	Iteration 19Q: 3 clusters Score -9747710 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -9747810.000000 Penalty: 5622.541992
	Iteration 20F: 3 clusters Score -9747810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -9747889.000000 Penalty: 5622.541992
	Iteration 21Q: 3 clusters Score -9747889 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -9747949.000000 Penalty: 5622.541992
	Iteration 22Q: 3 clusters Score -9747949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -9747969.000000 Penalty: 5622.541992
	Iteration 23Q: 3 clusters Score -9747969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -9747991.000000 Penalty: 5622.541992
	Iteration 24Q: 3 clusters Score -9747991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -9747990.000000 Penalty: 5622.541992
	Iteration 25Q: 3 clusters Score -9747990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -9748013.000000 Penalty: 5622.541992
	Iteration 26Q: 3 clusters Score -9748013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -9748039.000000 Penalty: 5622.541992
	Iteration 27Q: 3 clusters Score -9748039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -9748048.000000 Penalty: 5622.541992
	Iteration 28Q: 3 clusters Score -9748048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -9748049.000000 Penalty: 5622.541992
	Iteration 29Q: 3 clusters Score -9748049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -9748057.000000 Penalty: 5622.541992
	Iteration 30Q: 3 clusters Score -9748057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -9748076.000000 Penalty: 5622.541992
	Iteration 31Q: 3 clusters Score -9748076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -9748092.000000 Penalty: 5622.541992
	Iteration 32Q: 3 clusters Score -9748092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -9748083.000000 Penalty: 5622.541992
	Iteration 33Q: 3 clusters Score -9748083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -9748090.000000 Penalty: 5622.541992
	Iteration 34Q: 3 clusters Score -9748090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -9748100.000000 Penalty: 5622.541992
	Iteration 35Q: 3 clusters Score -9748100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -9748105.000000 Penalty: 5622.541992
	Iteration 36Q: 3 clusters Score -9748105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -9748102.000000 Penalty: 5622.541992
	Iteration 37Q: 3 clusters Score -9748102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -9748127.000000 Penalty: 5622.541992
	Iteration 38Q: 3 clusters Score -9748127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -9748130.000000 Penalty: 5622.541992
	Iteration 39Q: 3 clusters Score -9748130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -9748144.000000 Penalty: 5622.541992
	Iteration 40F: 3 clusters Score -9748144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -9748163.000000 Penalty: 5622.541992
	Iteration 41Q: 3 clusters Score -9748163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -9748164.000000 Penalty: 5622.541992
	Iteration 42Q: 3 clusters Score -9748164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -9748163.000000 Penalty: 5622.541992
	Iteration 43Q: 3 clusters Score -9748163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -9748186.000000 Penalty: 5622.541992
	Iteration 44Q: 3 clusters Score -9748186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -9748204.000000 Penalty: 5622.541992
	Iteration 45Q: 3 clusters Score -9748204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -9748209.000000 Penalty: 5622.541992
	Iteration 46Q: 3 clusters Score -9748209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -9748219.000000 Penalty: 5622.541992
	Iteration 47Q: 3 clusters Score -9748219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -9748229.000000 Penalty: 5622.541992
	Iteration 48Q: 3 clusters Score -9748229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -9748217.000000 Penalty: 5622.541992
	Iteration 49Q: 3 clusters Score -9748217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -9748231.000000 Penalty: 5622.541992
	Iteration 50Q: 3 clusters Score -9748231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -9748237.000000 Penalty: 5622.541992
	Iteration 51Q: 3 clusters Score -9748237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -9748227.000000 Penalty: 5622.541992
	Iteration 52Q: 3 clusters Score -9748227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -9748234.000000 Penalty: 5622.541992
	Iteration 53Q: 3 clusters Score -9748234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -9748225.000000 Penalty: 5622.541992
	Iteration 54Q: 3 clusters Score -9748225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -9748228.000000 Penalty: 5622.541992
	Iteration 55Q: 3 clusters Score -9748228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -9748228.000000 Penalty: 5622.541992
	Iteration 56F: 3 clusters Score -9748228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 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 635 members 
Entering Unmasked Estep 
Score: -141719.343750 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141719.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142262.015625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142538.562500 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142538.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -142883.937500 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -142883.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -143372.171875 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -143372.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -143872.515625 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -143872.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -144051.390625 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -144051.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -144103.796875 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -144103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -144118.453125 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -144118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -144120.250000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -144120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -144120.250000 Penalty: 3554.468018
	Iteration 10F: 3 clusters Score -144120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176014 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 323344 members 
Mstep: Class 13 contains 23685 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321021 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95414 members 
Mstep: Class 21 contains 91540 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190909 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 227 members 
Entering Unmasked Estep 
Score: -183991600.000000 Penalty: 109879.187500
Splitting cluster 11 changes total score from -183993888.000000 to -183991600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (323344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323344 members 
Entering Unmasked Estep 
Score: -37938008.000000 Penalty: 3146.245117
	Iteration 0F: 2 clusters Score -3.793801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161927 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -37732044.000000 Penalty: 6292.490234
	Iteration 0F: 3 clusters Score -3.773204e+07 nChanged 157267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -37825912.000000 Penalty: 6292.490234
	Iteration 1F: 3 clusters Score -3.782591e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -37826876.000000 Penalty: 6292.490234
	Iteration 2Q: 3 clusters Score -3.782688e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -37828564.000000 Penalty: 6292.490234
	Iteration 3Q: 3 clusters Score -3.782856e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -37831404.000000 Penalty: 6292.490234
	Iteration 4Q: 3 clusters Score -3.78314e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182681 members 
Mstep: Class 2 contains 140663 members 
Entering Unmasked Estep 
Score: -37835788.000000 Penalty: 6292.490234
	Iteration 5Q: 3 clusters Score -3.783579e+07 nChanged 15339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191188 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -37843220.000000 Penalty: 6292.490234
	Iteration 6Q: 3 clusters Score -3.784322e+07 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201079 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -37855596.000000 Penalty: 6292.490234
	Iteration 7F: 3 clusters Score -3.78556e+07 nChanged 21666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209741 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -37873196.000000 Penalty: 6292.490234
	Iteration 8F: 3 clusters Score -3.78732e+07 nChanged 22332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213717 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -37891108.000000 Penalty: 6292.490234
	Iteration 9F: 3 clusters Score -3.789111e+07 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213198 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -37901492.000000 Penalty: 6292.490234
	Iteration 10F: 3 clusters Score -3.790149e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211484 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -37905920.000000 Penalty: 6292.490234
	Iteration 11Q: 3 clusters Score -3.790592e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209412 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -37909216.000000 Penalty: 6292.490234
	Iteration 12Q: 3 clusters Score -3.790922e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206977 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -37912484.000000 Penalty: 6292.490234
	Iteration 13Q: 3 clusters Score -3.791248e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204299 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -37915948.000000 Penalty: 6292.490234
	Iteration 14Q: 3 clusters Score -3.791595e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201513 members 
Mstep: Class 2 contains 121831 members 
Entering Unmasked Estep 
Score: -37919064.000000 Penalty: 6292.490234
	Iteration 15Q: 3 clusters Score -3.791906e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198570 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -37922016.000000 Penalty: 6292.490234
	Iteration 16Q: 3 clusters Score -3.792202e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -37924380.000000 Penalty: 6292.490234
	Iteration 17Q: 3 clusters Score -3.792438e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192923 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -37926236.000000 Penalty: 6292.490234
	Iteration 18Q: 3 clusters Score -3.792624e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190357 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -37927420.000000 Penalty: 6292.490234
	Iteration 19Q: 3 clusters Score -3.792742e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 135255 members 
Entering Unmasked Estep 
Score: -37928184.000000 Penalty: 6292.490234
	Iteration 20F: 3 clusters Score -3.792818e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185867 members 
Mstep: Class 2 contains 137477 members 
Entering Unmasked Estep 
Score: -37928824.000000 Penalty: 6292.490234
	Iteration 21Q: 3 clusters Score -3.792882e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183715 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -37929320.000000 Penalty: 6292.490234
	Iteration 22Q: 3 clusters Score -3.792932e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -37929508.000000 Penalty: 6292.490234
	Iteration 23Q: 3 clusters Score -3.792951e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179808 members 
Mstep: Class 2 contains 143536 members 
Entering Unmasked Estep 
Score: -37929684.000000 Penalty: 6292.490234
	Iteration 24Q: 3 clusters Score -3.792968e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 145389 members 
Entering Unmasked Estep 
Score: -37929880.000000 Penalty: 6292.490234
	Iteration 25Q: 3 clusters Score -3.792988e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176251 members 
Mstep: Class 2 contains 147093 members 
Entering Unmasked Estep 
Score: -37930092.000000 Penalty: 6292.490234
	Iteration 26Q: 3 clusters Score -3.793009e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -37930196.000000 Penalty: 6292.490234
	Iteration 27Q: 3 clusters Score -3.79302e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172970 members 
Mstep: Class 2 contains 150374 members 
Entering Unmasked Estep 
Score: -37930212.000000 Penalty: 6292.490234
	Iteration 28Q: 3 clusters Score -3.793021e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -37930320.000000 Penalty: 6292.490234
	Iteration 29Q: 3 clusters Score -3.793032e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 153731 members 
Entering Unmasked Estep 
Score: -37930556.000000 Penalty: 6292.490234
	Iteration 30Q: 3 clusters Score -3.793056e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -37930636.000000 Penalty: 6292.490234
	Iteration 31Q: 3 clusters Score -3.793064e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -37930748.000000 Penalty: 6292.490234
	Iteration 32Q: 3 clusters Score -3.793075e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -37930664.000000 Penalty: 6292.490234
	Iteration 33Q: 3 clusters Score -3.793066e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 159498 members 
Entering Unmasked Estep 
Score: -37930608.000000 Penalty: 6292.490234
	Iteration 34Q: 3 clusters Score -3.793061e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 160929 members 
Entering Unmasked Estep 
Score: -37930544.000000 Penalty: 6292.490234
	Iteration 35Q: 3 clusters Score -3.793054e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -37930612.000000 Penalty: 6292.490234
	Iteration 36Q: 3 clusters Score -3.793061e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -37930640.000000 Penalty: 6292.490234
	Iteration 37Q: 3 clusters Score -3.793064e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 164846 members 
Entering Unmasked Estep 
Score: -37930604.000000 Penalty: 6292.490234
	Iteration 38Q: 3 clusters Score -3.79306e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -37930600.000000 Penalty: 6292.490234
	Iteration 39Q: 3 clusters Score -3.79306e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 166889 members 
Entering Unmasked Estep 
Score: -37930608.000000 Penalty: 6292.490234
	Iteration 40F: 3 clusters Score -3.793061e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 167783 members 
Entering Unmasked Estep 
Score: -37930524.000000 Penalty: 6292.490234
	Iteration 41Q: 3 clusters Score -3.793052e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 168650 members 
Entering Unmasked Estep 
Score: -37930416.000000 Penalty: 6292.490234
	Iteration 42Q: 3 clusters Score -3.793042e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -37930432.000000 Penalty: 6292.490234
	Iteration 43Q: 3 clusters Score -3.793043e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 170611 members 
Entering Unmasked Estep 
Score: -37930344.000000 Penalty: 6292.490234
	Iteration 44Q: 3 clusters Score -3.793034e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 171608 members 
Entering Unmasked Estep 
Score: -37930160.000000 Penalty: 6292.490234
	Iteration 45Q: 3 clusters Score -3.793016e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -37930148.000000 Penalty: 6292.490234
	Iteration 46Q: 3 clusters Score -3.793015e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 173648 members 
Entering Unmasked Estep 
Score: -37930028.000000 Penalty: 6292.490234
	Iteration 47Q: 3 clusters Score -3.793003e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -37929956.000000 Penalty: 6292.490234
	Iteration 48Q: 3 clusters Score -3.792996e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -37929864.000000 Penalty: 6292.490234
	Iteration 49Q: 3 clusters Score -3.792986e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -37929896.000000 Penalty: 6292.490234
	Iteration 50Q: 3 clusters Score -3.79299e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145698 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -37929852.000000 Penalty: 6292.490234
	Iteration 51Q: 3 clusters Score -3.792985e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -37929880.000000 Penalty: 6292.490234
	Iteration 52Q: 3 clusters Score -3.792988e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 179891 members 
Entering Unmasked Estep 
Score: -37929876.000000 Penalty: 6292.490234
	Iteration 53Q: 3 clusters Score -3.792988e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -37929812.000000 Penalty: 6292.490234
	Iteration 54Q: 3 clusters Score -3.792981e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 182270 members 
Entering Unmasked Estep 
Score: -37929784.000000 Penalty: 6292.490234
	Iteration 55Q: 3 clusters Score -3.792978e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 183450 members 
Entering Unmasked Estep 
Score: -37929728.000000 Penalty: 6292.490234
	Iteration 56Q: 3 clusters Score -3.792973e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
Score: -37929872.000000 Penalty: 6292.490234
	Iteration 57Q: 3 clusters Score -3.792987e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 185858 members 
Entering Unmasked Estep 
Score: -37929672.000000 Penalty: 6292.490234
	Iteration 58Q: 3 clusters Score -3.792967e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -37929500.000000 Penalty: 6292.490234
	Iteration 59Q: 3 clusters Score -3.79295e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134822 members 
Mstep: Class 2 contains 188522 members 
Entering Unmasked Estep 
Score: -37929600.000000 Penalty: 6292.490234
	Iteration 60F: 3 clusters Score -3.79296e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 189971 members 
Entering Unmasked Estep 
Score: -37929472.000000 Penalty: 6292.490234
	Iteration 61Q: 3 clusters Score -3.792947e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -37929332.000000 Penalty: 6292.490234
	Iteration 62Q: 3 clusters Score -3.792933e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 193122 members 
Entering Unmasked Estep 
Score: -37929408.000000 Penalty: 6292.490234
	Iteration 63Q: 3 clusters Score -3.792941e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 194879 members 
Entering Unmasked Estep 
Score: -37929152.000000 Penalty: 6292.490234
	Iteration 64Q: 3 clusters Score -3.792915e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 196665 members 
Entering Unmasked Estep 
Score: -37929088.000000 Penalty: 6292.490234
	Iteration 65Q: 3 clusters Score -3.792909e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 198537 members 
Entering Unmasked Estep 
Score: -37928924.000000 Penalty: 6292.490234
	Iteration 66Q: 3 clusters Score -3.792892e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 200482 members 
Entering Unmasked Estep 
Score: -37928812.000000 Penalty: 6292.490234
	Iteration 67Q: 3 clusters Score -3.792881e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Mstep: Class 2 contains 202435 members 
Entering Unmasked Estep 
Score: -37928824.000000 Penalty: 6292.490234
	Iteration 68Q: 3 clusters Score -3.792882e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -37928740.000000 Penalty: 6292.490234
	Iteration 69Q: 3 clusters Score -3.792874e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117071 members 
Mstep: Class 2 contains 206273 members 
Entering Unmasked Estep 
Score: -37928704.000000 Penalty: 6292.490234
	Iteration 70Q: 3 clusters Score -3.79287e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 208337 members 
Entering Unmasked Estep 
Score: -37928568.000000 Penalty: 6292.490234
	Iteration 71Q: 3 clusters Score -3.792857e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 210374 members 
Entering Unmasked Estep 
Score: -37928532.000000 Penalty: 6292.490234
	Iteration 72Q: 3 clusters Score -3.792853e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 212550 members 
Entering Unmasked Estep 
Score: -37928448.000000 Penalty: 6292.490234
	Iteration 73Q: 3 clusters Score -3.792845e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 214663 members 
Entering Unmasked Estep 
Score: -37928436.000000 Penalty: 6292.490234
	Iteration 74Q: 3 clusters Score -3.792844e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 216793 members 
Entering Unmasked Estep 
Score: -37928336.000000 Penalty: 6292.490234
	Iteration 75Q: 3 clusters Score -3.792834e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 219036 members 
Entering Unmasked Estep 
Score: -37928140.000000 Penalty: 6292.490234
	Iteration 76Q: 3 clusters Score -3.792814e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 221305 members 
Entering Unmasked Estep 
Score: -37928048.000000 Penalty: 6292.490234
	Iteration 77Q: 3 clusters Score -3.792805e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 223517 members 
Entering Unmasked Estep 
Score: -37928120.000000 Penalty: 6292.490234
	Iteration 78Q: 3 clusters Score -3.792812e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 225753 members 
Entering Unmasked Estep 
Score: -37927996.000000 Penalty: 6292.490234
	Iteration 79Q: 3 clusters Score -3.7928e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 228022 members 
Entering Unmasked Estep 
Score: -37927752.000000 Penalty: 6292.490234
	Iteration 80F: 3 clusters Score -3.792775e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 230198 members 
Entering Unmasked Estep 
Score: -37927636.000000 Penalty: 6292.490234
	Iteration 81Q: 3 clusters Score -3.792764e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 232438 members 
Entering Unmasked Estep 
Score: -37927788.000000 Penalty: 6292.490234
	Iteration 82Q: 3 clusters Score -3.792779e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 234673 members 
Entering Unmasked Estep 
Score: -37927584.000000 Penalty: 6292.490234
	Iteration 83Q: 3 clusters Score -3.792758e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 236868 members 
Entering Unmasked Estep 
Score: -37927612.000000 Penalty: 6292.490234
	Iteration 84Q: 3 clusters Score -3.792761e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 239126 members 
Entering Unmasked Estep 
Score: -37927564.000000 Penalty: 6292.490234
	Iteration 85Q: 3 clusters Score -3.792756e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 241388 members 
Entering Unmasked Estep 
Score: -37927328.000000 Penalty: 6292.490234
	Iteration 86Q: 3 clusters Score -3.792733e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 243696 members 
Entering Unmasked Estep 
Score: -37927244.000000 Penalty: 6292.490234
	Iteration 87Q: 3 clusters Score -3.792724e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 245980 members 
Entering Unmasked Estep 
Score: -37927124.000000 Penalty: 6292.490234
	Iteration 88Q: 3 clusters Score -3.792712e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 248335 members 
Entering Unmasked Estep 
Score: -37927128.000000 Penalty: 6292.490234
	Iteration 89Q: 3 clusters Score -3.792713e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 250845 members 
Entering Unmasked Estep 
Score: -37927284.000000 Penalty: 6292.490234
	Iteration 90Q: 3 clusters Score -3.792728e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 253377 members 
Entering Unmasked Estep 
Score: -37927356.000000 Penalty: 6292.490234
	Iteration 91Q: 3 clusters Score -3.792736e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 256006 members 
Entering Unmasked Estep 
Score: -37927132.000000 Penalty: 6292.490234
	Iteration 92Q: 3 clusters Score -3.792713e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 258730 members 
Entering Unmasked Estep 
Score: -37927240.000000 Penalty: 6292.490234
	Iteration 93Q: 3 clusters Score -3.792724e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 261501 members 
Entering Unmasked Estep 
Score: -37927304.000000 Penalty: 6292.490234
	Iteration 94Q: 3 clusters Score -3.79273e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 264406 members 
Entering Unmasked Estep 
Score: -37927332.000000 Penalty: 6292.490234
	Iteration 95Q: 3 clusters Score -3.792733e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 267438 members 
Entering Unmasked Estep 
Score: -37927452.000000 Penalty: 6292.490234
	Iteration 96Q: 3 clusters Score -3.792745e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 270651 members 
Entering Unmasked Estep 
Score: -37927704.000000 Penalty: 6292.490234
	Iteration 97Q: 3 clusters Score -3.79277e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 274067 members 
Entering Unmasked Estep 
Score: -37927776.000000 Penalty: 6292.490234
	Iteration 98Q: 3 clusters Score -3.792778e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 277738 members 
Entering Unmasked Estep 
Score: -37928232.000000 Penalty: 6292.490234
	Iteration 99Q: 3 clusters Score -3.792823e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 281590 members 
Entering Unmasked Estep 
Score: -37928892.000000 Penalty: 6292.490234
	Iteration 100F: 3 clusters Score -3.792889e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 285575 members 
Entering Unmasked Estep 
Score: -37929868.000000 Penalty: 6292.490234
	Iteration 101Q: 3 clusters Score -3.792987e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 289651 members 
Entering Unmasked Estep 
Score: -37930784.000000 Penalty: 6292.490234
	Iteration 102Q: 3 clusters Score -3.793078e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 293681 members 
Entering Unmasked Estep 
Score: -37931736.000000 Penalty: 6292.490234
	Iteration 103Q: 3 clusters Score -3.793174e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 297648 members 
Entering Unmasked Estep 
Score: -37933288.000000 Penalty: 6292.490234
	Iteration 104Q: 3 clusters Score -3.793329e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 301369 members 
Entering Unmasked Estep 
Score: -37935296.000000 Penalty: 6292.490234
	Iteration 105Q: 3 clusters Score -3.79353e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 304648 members 
Entering Unmasked Estep 
Score: -37936520.000000 Penalty: 6292.490234
	Iteration 106Q: 3 clusters Score -3.793652e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 307575 members 
Entering Unmasked Estep 
Score: -37937808.000000 Penalty: 6292.490234
	Iteration 107Q: 3 clusters Score -3.793781e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 310229 members 
Entering Unmasked Estep 
Score: -37938576.000000 Penalty: 6292.490234
	Iteration 108Q: 3 clusters Score -3.793858e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 312564 members 
Entering Unmasked Estep 
Score: -37938956.000000 Penalty: 6292.490234
	Iteration 109Q: 3 clusters Score -3.793896e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 314560 members 
Entering Unmasked Estep 
Score: -37938940.000000 Penalty: 6292.490234
	Iteration 110Q: 3 clusters Score -3.793894e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 316230 members 
Entering Unmasked Estep 
Score: -37938568.000000 Penalty: 6292.490234
	Iteration 111Q: 3 clusters Score -3.793857e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 317589 members 
Entering Unmasked Estep 
Score: -37938260.000000 Penalty: 6292.490234
	Iteration 112Q: 3 clusters Score -3.793826e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 318683 members 
Entering Unmasked Estep 
Score: -37937844.000000 Penalty: 6292.490234
	Iteration 113Q: 3 clusters Score -3.793784e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 319562 members 
Entering Unmasked Estep 
Score: -37937380.000000 Penalty: 6292.490234
	Iteration 114Q: 3 clusters Score -3.793738e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 320251 members 
Entering Unmasked Estep 
Score: -37937176.000000 Penalty: 6292.490234
	Iteration 115Q: 3 clusters Score -3.793718e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 320803 members 
Entering Unmasked Estep 
Score: -37936912.000000 Penalty: 6292.490234
	Iteration 116Q: 3 clusters Score -3.793691e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 321219 members 
Entering Unmasked Estep 
Score: -37936672.000000 Penalty: 6292.490234
	Iteration 117Q: 3 clusters Score -3.793667e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 321528 members 
Entering Unmasked Estep 
Score: -37936568.000000 Penalty: 6292.490234
	Iteration 118Q: 3 clusters Score -3.793657e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 321752 members 
Entering Unmasked Estep 
Score: -37936396.000000 Penalty: 6292.490234
	Iteration 119Q: 3 clusters Score -3.79364e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 321920 members 
Entering Unmasked Estep 
Score: -37936308.000000 Penalty: 6292.490234
	Iteration 120F: 3 clusters Score -3.793631e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 322045 members 
Entering Unmasked Estep 
Score: -37936280.000000 Penalty: 6292.490234
	Iteration 121Q: 3 clusters Score -3.793628e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 322148 members 
Entering Unmasked Estep 
Score: -37936272.000000 Penalty: 6292.490234
	Iteration 122Q: 3 clusters Score -3.793627e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 322239 members 
Entering Unmasked Estep 
Score: -37936264.000000 Penalty: 6292.490234
	Iteration 123Q: 3 clusters Score -3.793626e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 322303 members 
Entering Unmasked Estep 
Score: -37936268.000000 Penalty: 6292.490234
	Iteration 124Q: 3 clusters Score -3.793627e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 322348 members 
Entering Unmasked Estep 
Score: -37936260.000000 Penalty: 6292.490234
	Iteration 125Q: 3 clusters Score -3.793626e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 322394 members 
Entering Unmasked Estep 
Score: -37936220.000000 Penalty: 6292.490234
	Iteration 126Q: 3 clusters Score -3.793622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 322424 members 
Entering Unmasked Estep 
Score: -37936216.000000 Penalty: 6292.490234
	Iteration 127Q: 3 clusters Score -3.793622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 322449 members 
Entering Unmasked Estep 
Score: -37936196.000000 Penalty: 6292.490234
	Iteration 128Q: 3 clusters Score -3.79362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 322476 members 
Entering Unmasked Estep 
Score: -37936176.000000 Penalty: 6292.490234
	Iteration 129Q: 3 clusters Score -3.793618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 322497 members 
Entering Unmasked Estep 
Score: -37936172.000000 Penalty: 6292.490234
	Iteration 130Q: 3 clusters Score -3.793617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 322515 members 
Entering Unmasked Estep 
Score: -37936148.000000 Penalty: 6292.490234
	Iteration 131Q: 3 clusters Score -3.793615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 322532 members 
Entering Unmasked Estep 
Score: -37936100.000000 Penalty: 6292.490234
	Iteration 132Q: 3 clusters Score -3.79361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 322540 members 
Entering Unmasked Estep 
Score: -37936116.000000 Penalty: 6292.490234
	Iteration 133Q: 3 clusters Score -3.793612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 322550 members 
Entering Unmasked Estep 
Score: -37936096.000000 Penalty: 6292.490234
	Iteration 134Q: 3 clusters Score -3.79361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 322558 members 
Entering Unmasked Estep 
Score: -37936080.000000 Penalty: 6292.490234
	Iteration 135Q: 3 clusters Score -3.793608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 322568 members 
Entering Unmasked Estep 
Score: -37936092.000000 Penalty: 6292.490234
	Iteration 136Q: 3 clusters Score -3.793609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 322571 members 
Entering Unmasked Estep 
Score: -37936092.000000 Penalty: 6292.490234
	Iteration 137Q: 3 clusters Score -3.793609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 322579 members 
Entering Unmasked Estep 
Score: -37936088.000000 Penalty: 6292.490234
	Iteration 138Q: 3 clusters Score -3.793609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 322583 members 
Entering Unmasked Estep 
Score: -37936076.000000 Penalty: 6292.490234
	Iteration 139Q: 3 clusters Score -3.793608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 322589 members 
Entering Unmasked Estep 
Score: -37936080.000000 Penalty: 6292.490234
	Iteration 140F: 3 clusters Score -3.793608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 322592 members 
Entering Unmasked Estep 
Score: -37936072.000000 Penalty: 6292.490234
	Iteration 141Q: 3 clusters Score -3.793607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 322597 members 
Entering Unmasked Estep 
Score: -37936076.000000 Penalty: 6292.490234
	Iteration 142Q: 3 clusters Score -3.793608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 322603 members 
Entering Unmasked Estep 
Score: -37936064.000000 Penalty: 6292.490234
	Iteration 143Q: 3 clusters Score -3.793606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 322610 members 
Entering Unmasked Estep 
Score: -37936072.000000 Penalty: 6292.490234
	Iteration 144Q: 3 clusters Score -3.793607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 322612 members 
Entering Unmasked Estep 
Score: -37936064.000000 Penalty: 6292.490234
	Iteration 145Q: 3 clusters Score -3.793606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 322615 members 
Entering Unmasked Estep 
Score: -37936048.000000 Penalty: 6292.490234
	Iteration 146Q: 3 clusters Score -3.793605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 322617 members 
Entering Unmasked Estep 
Score: -37936052.000000 Penalty: 6292.490234
	Iteration 147Q: 3 clusters Score -3.793605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 322619 members 
Entering Unmasked Estep 
Score: -37936048.000000 Penalty: 6292.490234
	Iteration 148Q: 3 clusters Score -3.793605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 322626 members 
Entering Unmasked Estep 
Score: -37936044.000000 Penalty: 6292.490234
	Iteration 149Q: 3 clusters Score -3.793604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 322625 members 
Entering Unmasked Estep 
Score: -37936060.000000 Penalty: 6292.490234
	Iteration 150Q: 3 clusters Score -3.793606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 322626 members 
Entering Unmasked Estep 
Score: -37936072.000000 Penalty: 6292.490234
	Iteration 151Q: 3 clusters Score -3.793607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 322627 members 
Entering Unmasked Estep 
Score: -37936060.000000 Penalty: 6292.490234
	Iteration 152Q: 3 clusters Score -3.793606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 322629 members 
Entering Unmasked Estep 
Score: -37936036.000000 Penalty: 6292.490234
	Iteration 153Q: 3 clusters Score -3.793604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 322631 members 
Entering Unmasked Estep 
Score: -37936020.000000 Penalty: 6292.490234
	Iteration 154Q: 3 clusters Score -3.793602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 322631 members 
Entering Unmasked Estep 
Score: -37936020.000000 Penalty: 6292.490234
	Iteration 155F: 3 clusters Score -3.793602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Entering Unmasked Estep 
Score: -2825366.750000 Penalty: 2498.004150
	Iteration 0F: 2 clusters Score -2825367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2808822.000000 Penalty: 4996.008301
	Iteration 0F: 3 clusters Score -2808822 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2814565.500000 Penalty: 4996.008301
	Iteration 1F: 3 clusters Score -2814566 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2815065.500000 Penalty: 4996.008301
	Iteration 2F: 3 clusters Score -2815066 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2815609.500000 Penalty: 4996.008301
	Iteration 3F: 3 clusters Score -2815610 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2816295.250000 Penalty: 4996.008301
	Iteration 4F: 3 clusters Score -2816295 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2817259.500000 Penalty: 4996.008301
	Iteration 5F: 3 clusters Score -2817260 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2818637.500000 Penalty: 4996.008301
	Iteration 6F: 3 clusters Score -2818638 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2820071.250000 Penalty: 4996.008301
	Iteration 7F: 3 clusters Score -2820071 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2821327.250000 Penalty: 4996.008301
	Iteration 8F: 3 clusters Score -2821327 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2822216.000000 Penalty: 4996.008301
	Iteration 9Q: 3 clusters Score -2822216 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2822684.500000 Penalty: 4996.008301
	Iteration 10Q: 3 clusters Score -2822684 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2822905.000000 Penalty: 4996.008301
	Iteration 11Q: 3 clusters Score -2822905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2823003.500000 Penalty: 4996.008301
	Iteration 12Q: 3 clusters Score -2823004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2823067.250000 Penalty: 4996.008301
	Iteration 13Q: 3 clusters Score -2823067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2823109.500000 Penalty: 4996.008301
	Iteration 14Q: 3 clusters Score -2823110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2823133.250000 Penalty: 4996.008301
	Iteration 15Q: 3 clusters Score -2823133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2823146.000000 Penalty: 4996.008301
	Iteration 16Q: 3 clusters Score -2823146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2823161.750000 Penalty: 4996.008301
	Iteration 17Q: 3 clusters Score -2823162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2823176.000000 Penalty: 4996.008301
	Iteration 18Q: 3 clusters Score -2823176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2823184.250000 Penalty: 4996.008301
	Iteration 19Q: 3 clusters Score -2823184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2823192.250000 Penalty: 4996.008301
	Iteration 20F: 3 clusters Score -2823192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2823195.000000 Penalty: 4996.008301
	Iteration 21Q: 3 clusters Score -2823195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2823197.000000 Penalty: 4996.008301
	Iteration 22Q: 3 clusters Score -2823197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2823201.500000 Penalty: 4996.008301
	Iteration 23Q: 3 clusters Score -2823202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2823202.500000 Penalty: 4996.008301
	Iteration 24Q: 3 clusters Score -2823202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2823204.250000 Penalty: 4996.008301
	Iteration 25Q: 3 clusters Score -2823204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2823208.250000 Penalty: 4996.008301
	Iteration 26Q: 3 clusters Score -2823208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2823213.000000 Penalty: 4996.008301
	Iteration 27Q: 3 clusters Score -2823213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2823213.000000 Penalty: 4996.008301
	Iteration 28F: 3 clusters Score -2823213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Entering Unmasked Estep 
Score: -2268267.500000 Penalty: 2449.862305
	Iteration 0F: 2 clusters Score -2268268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2254467.250000 Penalty: 4899.724609
	Iteration 0F: 3 clusters Score -2254467 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2258993.750000 Penalty: 4899.724609
	Iteration 1F: 3 clusters Score -2258994 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2259400.750000 Penalty: 4899.724609
	Iteration 2F: 3 clusters Score -2259401 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2259747.000000 Penalty: 4899.724609
	Iteration 3Q: 3 clusters Score -2259747 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2260088.500000 Penalty: 4899.724609
	Iteration 4Q: 3 clusters Score -2260088 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2260411.000000 Penalty: 4899.724609
	Iteration 5Q: 3 clusters Score -2260411 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2260736.250000 Penalty: 4899.724609
	Iteration 6Q: 3 clusters Score -2260736 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2261081.500000 Penalty: 4899.724609
	Iteration 7Q: 3 clusters Score -2261082 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2261465.250000 Penalty: 4899.724609
	Iteration 8Q: 3 clusters Score -2261465 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2261843.500000 Penalty: 4899.724609
	Iteration 9Q: 3 clusters Score -2261844 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2262252.000000 Penalty: 4899.724609
	Iteration 10Q: 3 clusters Score -2262252 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2262680.000000 Penalty: 4899.724609
	Iteration 11Q: 3 clusters Score -2262680 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2263137.750000 Penalty: 4899.724609
	Iteration 12Q: 3 clusters Score -2263138 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2263570.250000 Penalty: 4899.724609
	Iteration 13Q: 3 clusters Score -2263570 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2263991.000000 Penalty: 4899.724609
	Iteration 14Q: 3 clusters Score -2263991 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2264398.250000 Penalty: 4899.724609
	Iteration 15Q: 3 clusters Score -2264398 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2264782.000000 Penalty: 4899.724609
	Iteration 16Q: 3 clusters Score -2264782 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2265118.250000 Penalty: 4899.724609
	Iteration 17Q: 3 clusters Score -2265118 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2265377.000000 Penalty: 4899.724609
	Iteration 18Q: 3 clusters Score -2265377 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2265617.750000 Penalty: 4899.724609
	Iteration 19Q: 3 clusters Score -2265618 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2265799.750000 Penalty: 4899.724609
	Iteration 20F: 3 clusters Score -2265800 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2265961.000000 Penalty: 4899.724609
	Iteration 21Q: 3 clusters Score -2265961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2266097.250000 Penalty: 4899.724609
	Iteration 22Q: 3 clusters Score -2266097 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2266237.250000 Penalty: 4899.724609
	Iteration 23Q: 3 clusters Score -2266237 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2266369.500000 Penalty: 4899.724609
	Iteration 24Q: 3 clusters Score -2266370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2266506.000000 Penalty: 4899.724609
	Iteration 25Q: 3 clusters Score -2266506 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2266631.500000 Penalty: 4899.724609
	Iteration 26Q: 3 clusters Score -2266632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2266768.250000 Penalty: 4899.724609
	Iteration 27Q: 3 clusters Score -2266768 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2266905.500000 Penalty: 4899.724609
	Iteration 28Q: 3 clusters Score -2266906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2267042.500000 Penalty: 4899.724609
	Iteration 29Q: 3 clusters Score -2267042 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2267168.000000 Penalty: 4899.724609
	Iteration 30Q: 3 clusters Score -2267168 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2267279.500000 Penalty: 4899.724609
	Iteration 31Q: 3 clusters Score -2267280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2267370.250000 Penalty: 4899.724609
	Iteration 32Q: 3 clusters Score -2267370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2267433.250000 Penalty: 4899.724609
	Iteration 33Q: 3 clusters Score -2267433 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2267460.000000 Penalty: 4899.724609
	Iteration 34Q: 3 clusters Score -2267460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2267488.750000 Penalty: 4899.724609
	Iteration 35Q: 3 clusters Score -2267489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2267523.250000 Penalty: 4899.724609
	Iteration 36Q: 3 clusters Score -2267523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2267545.500000 Penalty: 4899.724609
	Iteration 37Q: 3 clusters Score -2267546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2267558.750000 Penalty: 4899.724609
	Iteration 38Q: 3 clusters Score -2267559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2267572.750000 Penalty: 4899.724609
	Iteration 39Q: 3 clusters Score -2267573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2267588.750000 Penalty: 4899.724609
	Iteration 40F: 3 clusters Score -2267589 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2267607.000000 Penalty: 4899.724609
	Iteration 41Q: 3 clusters Score -2267607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2267618.250000 Penalty: 4899.724609
	Iteration 42Q: 3 clusters Score -2267618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2267626.500000 Penalty: 4899.724609
	Iteration 43Q: 3 clusters Score -2267626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2267635.750000 Penalty: 4899.724609
	Iteration 44Q: 3 clusters Score -2267636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2267639.500000 Penalty: 4899.724609
	Iteration 45Q: 3 clusters Score -2267640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2267644.250000 Penalty: 4899.724609
	Iteration 46Q: 3 clusters Score -2267644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2267645.750000 Penalty: 4899.724609
	Iteration 47Q: 3 clusters Score -2267646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2267644.750000 Penalty: 4899.724609
	Iteration 48Q: 3 clusters Score -2267645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2267647.750000 Penalty: 4899.724609
	Iteration 49Q: 3 clusters Score -2267648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2267654.750000 Penalty: 4899.724609
	Iteration 50Q: 3 clusters Score -2267655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2267656.250000 Penalty: 4899.724609
	Iteration 51Q: 3 clusters Score -2267656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2267664.500000 Penalty: 4899.724609
	Iteration 52Q: 3 clusters Score -2267664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2267671.250000 Penalty: 4899.724609
	Iteration 53Q: 3 clusters Score -2267671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2267672.750000 Penalty: 4899.724609
	Iteration 54Q: 3 clusters Score -2267673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2267676.250000 Penalty: 4899.724609
	Iteration 55Q: 3 clusters Score -2267676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2267684.500000 Penalty: 4899.724609
	Iteration 56Q: 3 clusters Score -2267684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2267685.750000 Penalty: 4899.724609
	Iteration 57Q: 3 clusters Score -2267686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2267689.500000 Penalty: 4899.724609
	Iteration 58Q: 3 clusters Score -2267690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2267687.250000 Penalty: 4899.724609
	Iteration 59Q: 3 clusters Score -2267687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2267693.000000 Penalty: 4899.724609
	Iteration 60F: 3 clusters Score -2267693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2267706.500000 Penalty: 4899.724609
	Iteration 61Q: 3 clusters Score -2267706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2267715.000000 Penalty: 4899.724609
	Iteration 62Q: 3 clusters Score -2267715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2267718.750000 Penalty: 4899.724609
	Iteration 63Q: 3 clusters Score -2267719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2267728.250000 Penalty: 4899.724609
	Iteration 64Q: 3 clusters Score -2267728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2267737.750000 Penalty: 4899.724609
	Iteration 65Q: 3 clusters Score -2267738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2267750.000000 Penalty: 4899.724609
	Iteration 66Q: 3 clusters Score -2267750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2267752.750000 Penalty: 4899.724609
	Iteration 67Q: 3 clusters Score -2267753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2267753.000000 Penalty: 4899.724609
	Iteration 68Q: 3 clusters Score -2267753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2267758.000000 Penalty: 4899.724609
	Iteration 69Q: 3 clusters Score -2267758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2267757.250000 Penalty: 4899.724609
	Iteration 70Q: 3 clusters Score -2267757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2267764.500000 Penalty: 4899.724609
	Iteration 71Q: 3 clusters Score -2267764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2267773.750000 Penalty: 4899.724609
	Iteration 72Q: 3 clusters Score -2267774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2267786.750000 Penalty: 4899.724609
	Iteration 73Q: 3 clusters Score -2267787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2267795.750000 Penalty: 4899.724609
	Iteration 74Q: 3 clusters Score -2267796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2267796.250000 Penalty: 4899.724609
	Iteration 75Q: 3 clusters Score -2267796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2267795.250000 Penalty: 4899.724609
	Iteration 76Q: 3 clusters Score -2267795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2267796.250000 Penalty: 4899.724609
	Iteration 77Q: 3 clusters Score -2267796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2267803.000000 Penalty: 4899.724609
	Iteration 78Q: 3 clusters Score -2267803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2267804.750000 Penalty: 4899.724609
	Iteration 79Q: 3 clusters Score -2267805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2267805.000000 Penalty: 4899.724609
	Iteration 80F: 3 clusters Score -2267805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2267806.750000 Penalty: 4899.724609
	Iteration 81Q: 3 clusters Score -2267807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2267808.250000 Penalty: 4899.724609
	Iteration 82Q: 3 clusters Score -2267808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2267810.000000 Penalty: 4899.724609
	Iteration 83Q: 3 clusters Score -2267810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2267813.500000 Penalty: 4899.724609
	Iteration 84Q: 3 clusters Score -2267814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2267810.500000 Penalty: 4899.724609
	Iteration 85Q: 3 clusters Score -2267810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2267811.500000 Penalty: 4899.724609
	Iteration 86Q: 3 clusters Score -2267812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2267813.500000 Penalty: 4899.724609
	Iteration 87Q: 3 clusters Score -2267814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2267811.750000 Penalty: 4899.724609
	Iteration 88Q: 3 clusters Score -2267812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2267811.750000 Penalty: 4899.724609
	Iteration 89F: 3 clusters Score -2267812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -100073.523438 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100073.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100648.484375 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100648.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -101135.546875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -101135.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -101569.867188 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -101569.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -101762.968750 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -101763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -101835.367188 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -101835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101867.179688 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -101867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -101892.156250 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -101917.531250 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101917.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101950.562500 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101950.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -102046.906250 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -102046.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -102261.468750 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -102261.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102545.375000 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -102545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -102592.828125 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -102592.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -102631.757812 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -102631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102638.789062 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -102638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102638.789062 Penalty: 3448.553467
	Iteration 16F: 3 clusters Score -102638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176014 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323344 members 
Mstep: Class 13 contains 23685 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321021 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95414 members 
Mstep: Class 21 contains 91540 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190909 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 629 members 
Entering Unmasked Estep 
Score: -183992784.000000 Penalty: 109879.187500
Splitting cluster 15 changes total score from -183993888.000000 to -183992784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -828995.687500 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -828995.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -823059.937500 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -823059.9 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -824584.500000 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -824584.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -824838.687500 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -824838.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -825015.375000 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -825015.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -825161.375000 Penalty: 4410.121094
	Iteration 4Q: 3 clusters Score -825161.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -825281.312500 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -825281.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -825384.375000 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -825384.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -825458.000000 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -825458 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -825517.250000 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -825517.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -825556.125000 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -825556.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -825606.625000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -825606.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -825661.312500 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -825661.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -825728.312500 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -825728.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -825777.812500 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -825777.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -825829.187500 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -825829.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -825886.062500 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -825886.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -825948.062500 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -825948.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -826021.312500 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -826021.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -826111.687500 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -826111.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -826211.562500 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -826211.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -826321.312500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -826321.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -826433.500000 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -826433.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -826538.687500 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -826538.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -826630.687500 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -826630.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -826720.812500 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -826720.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -826784.750000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -826784.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -826836.000000 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -826836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -826870.375000 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -826870.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -826907.187500 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -826907.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -826939.187500 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -826939.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -826966.625000 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -826966.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -826991.875000 Penalty: 4410.121094
	Iteration 31Q: 3 clusters Score -826991.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -827012.937500 Penalty: 4410.121094
	Iteration 32Q: 3 clusters Score -827012.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -827023.375000 Penalty: 4410.121094
	Iteration 33Q: 3 clusters Score -827023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -827032.375000 Penalty: 4410.121094
	Iteration 34Q: 3 clusters Score -827032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -827035.437500 Penalty: 4410.121094
	Iteration 35Q: 3 clusters Score -827035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -827039.875000 Penalty: 4410.121094
	Iteration 36Q: 3 clusters Score -827039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -827042.250000 Penalty: 4410.121094
	Iteration 37Q: 3 clusters Score -827042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -827042.875000 Penalty: 4410.121094
	Iteration 38Q: 3 clusters Score -827042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -827045.875000 Penalty: 4410.121094
	Iteration 39Q: 3 clusters Score -827045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -827050.312500 Penalty: 4410.121094
	Iteration 40F: 3 clusters Score -827050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -827055.125000 Penalty: 4410.121094
	Iteration 41Q: 3 clusters Score -827055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -827055.437500 Penalty: 4410.121094
	Iteration 42Q: 3 clusters Score -827055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -827055.437500 Penalty: 4410.121094
	Iteration 43F: 3 clusters Score -827055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321021 members 
Entering Unmasked Estep 
Score: -37512580.000000 Penalty: 3144.457031
	Iteration 0F: 2 clusters Score -3.751258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160373 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -37302300.000000 Penalty: 6288.914062
	Iteration 0F: 3 clusters Score -3.73023e+07 nChanged 155719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156148 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -37394148.000000 Penalty: 6288.914062
	Iteration 1F: 3 clusters Score -3.739415e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -37395880.000000 Penalty: 6288.914062
	Iteration 2Q: 3 clusters Score -3.739588e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149089 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -37398360.000000 Penalty: 6288.914062
	Iteration 3Q: 3 clusters Score -3.739836e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 178556 members 
Entering Unmasked Estep 
Score: -37402120.000000 Penalty: 6288.914062
	Iteration 4Q: 3 clusters Score -3.740212e+07 nChanged 15179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Mstep: Class 2 contains 188575 members 
Entering Unmasked Estep 
Score: -37409540.000000 Penalty: 6288.914062
	Iteration 5Q: 3 clusters Score -3.740954e+07 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 202634 members 
Entering Unmasked Estep 
Score: -37422444.000000 Penalty: 6288.914062
	Iteration 6F: 3 clusters Score -3.742244e+07 nChanged 24704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 220664 members 
Entering Unmasked Estep 
Score: -37442216.000000 Penalty: 6288.914062
	Iteration 7F: 3 clusters Score -3.744222e+07 nChanged 25272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 238756 members 
Entering Unmasked Estep 
Score: -37465792.000000 Penalty: 6288.914062
	Iteration 8F: 3 clusters Score -3.746579e+07 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 251798 members 
Entering Unmasked Estep 
Score: -37485284.000000 Penalty: 6288.914062
	Iteration 9F: 3 clusters Score -3.748528e+07 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 259134 members 
Entering Unmasked Estep 
Score: -37496496.000000 Penalty: 6288.914062
	Iteration 10Q: 3 clusters Score -3.74965e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 264028 members 
Entering Unmasked Estep 
Score: -37501784.000000 Penalty: 6288.914062
	Iteration 11Q: 3 clusters Score -3.750178e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 268155 members 
Entering Unmasked Estep 
Score: -37505136.000000 Penalty: 6288.914062
	Iteration 12Q: 3 clusters Score -3.750514e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 271686 members 
Entering Unmasked Estep 
Score: -37507408.000000 Penalty: 6288.914062
	Iteration 13Q: 3 clusters Score -3.750741e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 274700 members 
Entering Unmasked Estep 
Score: -37508608.000000 Penalty: 6288.914062
	Iteration 14Q: 3 clusters Score -3.750861e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 277292 members 
Entering Unmasked Estep 
Score: -37509528.000000 Penalty: 6288.914062
	Iteration 15Q: 3 clusters Score -3.750953e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 279609 members 
Entering Unmasked Estep 
Score: -37510244.000000 Penalty: 6288.914062
	Iteration 16Q: 3 clusters Score -3.751024e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 281817 members 
Entering Unmasked Estep 
Score: -37510996.000000 Penalty: 6288.914062
	Iteration 17Q: 3 clusters Score -3.7511e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 283863 members 
Entering Unmasked Estep 
Score: -37511224.000000 Penalty: 6288.914062
	Iteration 18Q: 3 clusters Score -3.751122e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 285787 members 
Entering Unmasked Estep 
Score: -37511548.000000 Penalty: 6288.914062
	Iteration 19Q: 3 clusters Score -3.751155e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 287522 members 
Entering Unmasked Estep 
Score: -37511912.000000 Penalty: 6288.914062
	Iteration 20F: 3 clusters Score -3.751191e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 289083 members 
Entering Unmasked Estep 
Score: -37512144.000000 Penalty: 6288.914062
	Iteration 21Q: 3 clusters Score -3.751214e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 290578 members 
Entering Unmasked Estep 
Score: -37512332.000000 Penalty: 6288.914062
	Iteration 22Q: 3 clusters Score -3.751233e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 292015 members 
Entering Unmasked Estep 
Score: -37512572.000000 Penalty: 6288.914062
	Iteration 23Q: 3 clusters Score -3.751257e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 293321 members 
Entering Unmasked Estep 
Score: -37512640.000000 Penalty: 6288.914062
	Iteration 24Q: 3 clusters Score -3.751264e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 294532 members 
Entering Unmasked Estep 
Score: -37512748.000000 Penalty: 6288.914062
	Iteration 25Q: 3 clusters Score -3.751275e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 295700 members 
Entering Unmasked Estep 
Score: -37513000.000000 Penalty: 6288.914062
	Iteration 26Q: 3 clusters Score -3.7513e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 296819 members 
Entering Unmasked Estep 
Score: -37513192.000000 Penalty: 6288.914062
	Iteration 27Q: 3 clusters Score -3.751319e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 297897 members 
Entering Unmasked Estep 
Score: -37513360.000000 Penalty: 6288.914062
	Iteration 28Q: 3 clusters Score -3.751336e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 298959 members 
Entering Unmasked Estep 
Score: -37513620.000000 Penalty: 6288.914062
	Iteration 29Q: 3 clusters Score -3.751362e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 299938 members 
Entering Unmasked Estep 
Score: -37513676.000000 Penalty: 6288.914062
	Iteration 30Q: 3 clusters Score -3.751368e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 300803 members 
Entering Unmasked Estep 
Score: -37513852.000000 Penalty: 6288.914062
	Iteration 31Q: 3 clusters Score -3.751385e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 301627 members 
Entering Unmasked Estep 
Score: -37513776.000000 Penalty: 6288.914062
	Iteration 32Q: 3 clusters Score -3.751378e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 302414 members 
Entering Unmasked Estep 
Score: -37513800.000000 Penalty: 6288.914062
	Iteration 33Q: 3 clusters Score -3.75138e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 303197 members 
Entering Unmasked Estep 
Score: -37513856.000000 Penalty: 6288.914062
	Iteration 34Q: 3 clusters Score -3.751386e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 303928 members 
Entering Unmasked Estep 
Score: -37513968.000000 Penalty: 6288.914062
	Iteration 35Q: 3 clusters Score -3.751397e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 304597 members 
Entering Unmasked Estep 
Score: -37514116.000000 Penalty: 6288.914062
	Iteration 36Q: 3 clusters Score -3.751412e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 305207 members 
Entering Unmasked Estep 
Score: -37514072.000000 Penalty: 6288.914062
	Iteration 37Q: 3 clusters Score -3.751407e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 305838 members 
Entering Unmasked Estep 
Score: -37514080.000000 Penalty: 6288.914062
	Iteration 38Q: 3 clusters Score -3.751408e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 306449 members 
Entering Unmasked Estep 
Score: -37514012.000000 Penalty: 6288.914062
	Iteration 39Q: 3 clusters Score -3.751401e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 307051 members 
Entering Unmasked Estep 
Score: -37514104.000000 Penalty: 6288.914062
	Iteration 40F: 3 clusters Score -3.75141e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 307612 members 
Entering Unmasked Estep 
Score: -37514128.000000 Penalty: 6288.914062
	Iteration 41Q: 3 clusters Score -3.751413e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 308187 members 
Entering Unmasked Estep 
Score: -37514148.000000 Penalty: 6288.914062
	Iteration 42Q: 3 clusters Score -3.751415e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 308724 members 
Entering Unmasked Estep 
Score: -37514248.000000 Penalty: 6288.914062
	Iteration 43Q: 3 clusters Score -3.751425e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 309243 members 
Entering Unmasked Estep 
Score: -37514212.000000 Penalty: 6288.914062
	Iteration 44Q: 3 clusters Score -3.751421e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 309781 members 
Entering Unmasked Estep 
Score: -37514124.000000 Penalty: 6288.914062
	Iteration 45Q: 3 clusters Score -3.751412e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 310306 members 
Entering Unmasked Estep 
Score: -37514040.000000 Penalty: 6288.914062
	Iteration 46Q: 3 clusters Score -3.751404e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 310764 members 
Entering Unmasked Estep 
Score: -37514016.000000 Penalty: 6288.914062
	Iteration 47Q: 3 clusters Score -3.751402e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 311208 members 
Entering Unmasked Estep 
Score: -37513996.000000 Penalty: 6288.914062
	Iteration 48Q: 3 clusters Score -3.7514e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 311626 members 
Entering Unmasked Estep 
Score: -37513992.000000 Penalty: 6288.914062
	Iteration 49Q: 3 clusters Score -3.751399e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 312006 members 
Entering Unmasked Estep 
Score: -37513872.000000 Penalty: 6288.914062
	Iteration 50Q: 3 clusters Score -3.751387e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 312361 members 
Entering Unmasked Estep 
Score: -37513768.000000 Penalty: 6288.914062
	Iteration 51Q: 3 clusters Score -3.751377e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 312698 members 
Entering Unmasked Estep 
Score: -37513716.000000 Penalty: 6288.914062
	Iteration 52Q: 3 clusters Score -3.751372e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 313012 members 
Entering Unmasked Estep 
Score: -37513636.000000 Penalty: 6288.914062
	Iteration 53Q: 3 clusters Score -3.751364e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 313321 members 
Entering Unmasked Estep 
Score: -37513456.000000 Penalty: 6288.914062
	Iteration 54Q: 3 clusters Score -3.751346e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 313624 members 
Entering Unmasked Estep 
Score: -37513364.000000 Penalty: 6288.914062
	Iteration 55Q: 3 clusters Score -3.751336e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 313926 members 
Entering Unmasked Estep 
Score: -37513280.000000 Penalty: 6288.914062
	Iteration 56Q: 3 clusters Score -3.751328e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 314213 members 
Entering Unmasked Estep 
Score: -37513016.000000 Penalty: 6288.914062
	Iteration 57Q: 3 clusters Score -3.751302e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 314467 members 
Entering Unmasked Estep 
Score: -37512980.000000 Penalty: 6288.914062
	Iteration 58Q: 3 clusters Score -3.751298e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 314682 members 
Entering Unmasked Estep 
Score: -37512888.000000 Penalty: 6288.914062
	Iteration 59Q: 3 clusters Score -3.751289e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 314896 members 
Entering Unmasked Estep 
Score: -37512740.000000 Penalty: 6288.914062
	Iteration 60F: 3 clusters Score -3.751274e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 315107 members 
Entering Unmasked Estep 
Score: -37512732.000000 Penalty: 6288.914062
	Iteration 61Q: 3 clusters Score -3.751273e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 315288 members 
Entering Unmasked Estep 
Score: -37512772.000000 Penalty: 6288.914062
	Iteration 62Q: 3 clusters Score -3.751277e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 315438 members 
Entering Unmasked Estep 
Score: -37512740.000000 Penalty: 6288.914062
	Iteration 63Q: 3 clusters Score -3.751274e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 315599 members 
Entering Unmasked Estep 
Score: -37512664.000000 Penalty: 6288.914062
	Iteration 64Q: 3 clusters Score -3.751266e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 315746 members 
Entering Unmasked Estep 
Score: -37512684.000000 Penalty: 6288.914062
	Iteration 65Q: 3 clusters Score -3.751268e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 315883 members 
Entering Unmasked Estep 
Score: -37512652.000000 Penalty: 6288.914062
	Iteration 66Q: 3 clusters Score -3.751265e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 316015 members 
Entering Unmasked Estep 
Score: -37512668.000000 Penalty: 6288.914062
	Iteration 67Q: 3 clusters Score -3.751267e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 316142 members 
Entering Unmasked Estep 
Score: -37512612.000000 Penalty: 6288.914062
	Iteration 68Q: 3 clusters Score -3.751261e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 316249 members 
Entering Unmasked Estep 
Score: -37512584.000000 Penalty: 6288.914062
	Iteration 69Q: 3 clusters Score -3.751258e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 316344 members 
Entering Unmasked Estep 
Score: -37512564.000000 Penalty: 6288.914062
	Iteration 70Q: 3 clusters Score -3.751256e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 316421 members 
Entering Unmasked Estep 
Score: -37512504.000000 Penalty: 6288.914062
	Iteration 71Q: 3 clusters Score -3.75125e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 316482 members 
Entering Unmasked Estep 
Score: -37512404.000000 Penalty: 6288.914062
	Iteration 72Q: 3 clusters Score -3.75124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 316546 members 
Entering Unmasked Estep 
Score: -37512392.000000 Penalty: 6288.914062
	Iteration 73Q: 3 clusters Score -3.751239e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 316605 members 
Entering Unmasked Estep 
Score: -37512348.000000 Penalty: 6288.914062
	Iteration 74Q: 3 clusters Score -3.751235e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 316660 members 
Entering Unmasked Estep 
Score: -37512320.000000 Penalty: 6288.914062
	Iteration 75Q: 3 clusters Score -3.751232e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 316721 members 
Entering Unmasked Estep 
Score: -37512300.000000 Penalty: 6288.914062
	Iteration 76Q: 3 clusters Score -3.75123e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 316783 members 
Entering Unmasked Estep 
Score: -37512236.000000 Penalty: 6288.914062
	Iteration 77Q: 3 clusters Score -3.751224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 316853 members 
Entering Unmasked Estep 
Score: -37512204.000000 Penalty: 6288.914062
	Iteration 78Q: 3 clusters Score -3.75122e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 316917 members 
Entering Unmasked Estep 
Score: -37512180.000000 Penalty: 6288.914062
	Iteration 79Q: 3 clusters Score -3.751218e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 316994 members 
Entering Unmasked Estep 
Score: -37512160.000000 Penalty: 6288.914062
	Iteration 80F: 3 clusters Score -3.751216e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 317077 members 
Entering Unmasked Estep 
Score: -37512184.000000 Penalty: 6288.914062
	Iteration 81Q: 3 clusters Score -3.751218e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 317159 members 
Entering Unmasked Estep 
Score: -37512172.000000 Penalty: 6288.914062
	Iteration 82Q: 3 clusters Score -3.751217e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 317221 members 
Entering Unmasked Estep 
Score: -37512124.000000 Penalty: 6288.914062
	Iteration 83Q: 3 clusters Score -3.751212e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 317274 members 
Entering Unmasked Estep 
Score: -37512088.000000 Penalty: 6288.914062
	Iteration 84Q: 3 clusters Score -3.751209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 317320 members 
Entering Unmasked Estep 
Score: -37512028.000000 Penalty: 6288.914062
	Iteration 85Q: 3 clusters Score -3.751203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 317352 members 
Entering Unmasked Estep 
Score: -37512040.000000 Penalty: 6288.914062
	Iteration 86Q: 3 clusters Score -3.751204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 317388 members 
Entering Unmasked Estep 
Score: -37511988.000000 Penalty: 6288.914062
	Iteration 87Q: 3 clusters Score -3.751199e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 317427 members 
Entering Unmasked Estep 
Score: -37512032.000000 Penalty: 6288.914062
	Iteration 88Q: 3 clusters Score -3.751203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 317451 members 
Entering Unmasked Estep 
Score: -37511992.000000 Penalty: 6288.914062
	Iteration 89Q: 3 clusters Score -3.751199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 317480 members 
Entering Unmasked Estep 
Score: -37511952.000000 Penalty: 6288.914062
	Iteration 90Q: 3 clusters Score -3.751195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 317505 members 
Entering Unmasked Estep 
Score: -37511968.000000 Penalty: 6288.914062
	Iteration 91Q: 3 clusters Score -3.751197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 317521 members 
Entering Unmasked Estep 
Score: -37511920.000000 Penalty: 6288.914062
	Iteration 92Q: 3 clusters Score -3.751192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 317534 members 
Entering Unmasked Estep 
Score: -37511936.000000 Penalty: 6288.914062
	Iteration 93Q: 3 clusters Score -3.751194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 317542 members 
Entering Unmasked Estep 
Score: -37511960.000000 Penalty: 6288.914062
	Iteration 94Q: 3 clusters Score -3.751196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 317548 members 
Entering Unmasked Estep 
Score: -37511956.000000 Penalty: 6288.914062
	Iteration 95Q: 3 clusters Score -3.751196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 317559 members 
Entering Unmasked Estep 
Score: -37511928.000000 Penalty: 6288.914062
	Iteration 96Q: 3 clusters Score -3.751193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 317578 members 
Entering Unmasked Estep 
Score: -37511940.000000 Penalty: 6288.914062
	Iteration 97Q: 3 clusters Score -3.751194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 317591 members 
Entering Unmasked Estep 
Score: -37511944.000000 Penalty: 6288.914062
	Iteration 98Q: 3 clusters Score -3.751194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 317612 members 
Entering Unmasked Estep 
Score: -37511920.000000 Penalty: 6288.914062
	Iteration 99Q: 3 clusters Score -3.751192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 317628 members 
Entering Unmasked Estep 
Score: -37511916.000000 Penalty: 6288.914062
	Iteration 100F: 3 clusters Score -3.751192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 317638 members 
Entering Unmasked Estep 
Score: -37511924.000000 Penalty: 6288.914062
	Iteration 101Q: 3 clusters Score -3.751192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 317654 members 
Entering Unmasked Estep 
Score: -37511912.000000 Penalty: 6288.914062
	Iteration 102Q: 3 clusters Score -3.751191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 317665 members 
Entering Unmasked Estep 
Score: -37511900.000000 Penalty: 6288.914062
	Iteration 103Q: 3 clusters Score -3.75119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 317679 members 
Entering Unmasked Estep 
Score: -37511904.000000 Penalty: 6288.914062
	Iteration 104Q: 3 clusters Score -3.75119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 317692 members 
Entering Unmasked Estep 
Score: -37511908.000000 Penalty: 6288.914062
	Iteration 105Q: 3 clusters Score -3.751191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 317704 members 
Entering Unmasked Estep 
Score: -37511920.000000 Penalty: 6288.914062
	Iteration 106Q: 3 clusters Score -3.751192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 317717 members 
Entering Unmasked Estep 
Score: -37511928.000000 Penalty: 6288.914062
	Iteration 107Q: 3 clusters Score -3.751193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 317731 members 
Entering Unmasked Estep 
Score: -37511936.000000 Penalty: 6288.914062
	Iteration 108Q: 3 clusters Score -3.751194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 317741 members 
Entering Unmasked Estep 
Score: -37511936.000000 Penalty: 6288.914062
	Iteration 109Q: 3 clusters Score -3.751194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 317746 members 
Entering Unmasked Estep 
Score: -37511920.000000 Penalty: 6288.914062
	Iteration 110Q: 3 clusters Score -3.751192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 317750 members 
Entering Unmasked Estep 
Score: -37511900.000000 Penalty: 6288.914062
	Iteration 111Q: 3 clusters Score -3.75119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 317757 members 
Entering Unmasked Estep 
Score: -37511912.000000 Penalty: 6288.914062
	Iteration 112Q: 3 clusters Score -3.751191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 317764 members 
Entering Unmasked Estep 
Score: -37511880.000000 Penalty: 6288.914062
	Iteration 113Q: 3 clusters Score -3.751188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 317769 members 
Entering Unmasked Estep 
Score: -37511880.000000 Penalty: 6288.914062
	Iteration 114Q: 3 clusters Score -3.751188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 317776 members 
Entering Unmasked Estep 
Score: -37511880.000000 Penalty: 6288.914062
	Iteration 115Q: 3 clusters Score -3.751188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 317785 members 
Entering Unmasked Estep 
Score: -37511912.000000 Penalty: 6288.914062
	Iteration 116Q: 3 clusters Score -3.751191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 317790 members 
Entering Unmasked Estep 
Score: -37511872.000000 Penalty: 6288.914062
	Iteration 117Q: 3 clusters Score -3.751187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 317795 members 
Entering Unmasked Estep 
Score: -37511892.000000 Penalty: 6288.914062
	Iteration 118Q: 3 clusters Score -3.751189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 317803 members 
Entering Unmasked Estep 
Score: -37511880.000000 Penalty: 6288.914062
	Iteration 119Q: 3 clusters Score -3.751188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 317811 members 
Entering Unmasked Estep 
Score: -37511868.000000 Penalty: 6288.914062
	Iteration 120F: 3 clusters Score -3.751187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 317815 members 
Entering Unmasked Estep 
Score: -37511852.000000 Penalty: 6288.914062
	Iteration 121Q: 3 clusters Score -3.751185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 317819 members 
Entering Unmasked Estep 
Score: -37511860.000000 Penalty: 6288.914062
	Iteration 122Q: 3 clusters Score -3.751186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 317820 members 
Entering Unmasked Estep 
Score: -37511876.000000 Penalty: 6288.914062
	Iteration 123Q: 3 clusters Score -3.751188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 317822 members 
Entering Unmasked Estep 
Score: -37511888.000000 Penalty: 6288.914062
	Iteration 124Q: 3 clusters Score -3.751189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 317823 members 
Entering Unmasked Estep 
Score: -37511880.000000 Penalty: 6288.914062
	Iteration 125Q: 3 clusters Score -3.751188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 317826 members 
Entering Unmasked Estep 
Score: -37511872.000000 Penalty: 6288.914062
	Iteration 126Q: 3 clusters Score -3.751187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 317828 members 
Entering Unmasked Estep 
Score: -37511864.000000 Penalty: 6288.914062
	Iteration 127Q: 3 clusters Score -3.751186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 317828 members 
Entering Unmasked Estep 
Score: -37511864.000000 Penalty: 6288.914062
	Iteration 128F: 3 clusters Score -3.751186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Entering Unmasked Estep 
Score: -9021963.000000 Penalty: 2797.802002
	Iteration 0F: 2 clusters Score -9021963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -8968624.000000 Penalty: 5595.604004
	Iteration 0F: 3 clusters Score -8968624 nChanged 37537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8990009.000000 Penalty: 5595.604004
	Iteration 1F: 3 clusters Score -8990009 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -8990537.000000 Penalty: 5595.604004
	Iteration 2Q: 3 clusters Score -8990537 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8991085.000000 Penalty: 5595.604004
	Iteration 3Q: 3 clusters Score -8991085 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -8991579.000000 Penalty: 5595.604004
	Iteration 4Q: 3 clusters Score -8991579 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8992076.000000 Penalty: 5595.604004
	Iteration 5Q: 3 clusters Score -8992076 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -8992640.000000 Penalty: 5595.604004
	Iteration 6Q: 3 clusters Score -8992640 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8993518.000000 Penalty: 5595.604004
	Iteration 7Q: 3 clusters Score -8993518 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -8994747.000000 Penalty: 5595.604004
	Iteration 8Q: 3 clusters Score -8994747 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -8996530.000000 Penalty: 5595.604004
	Iteration 9Q: 3 clusters Score -8996530 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8998947.000000 Penalty: 5595.604004
	Iteration 10Q: 3 clusters Score -8998947 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -9001629.000000 Penalty: 5595.604004
	Iteration 11F: 3 clusters Score -9001629 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -9004225.000000 Penalty: 5595.604004
	Iteration 12F: 3 clusters Score -9004225 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -9006490.000000 Penalty: 5595.604004
	Iteration 13F: 3 clusters Score -9006490 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -9008257.000000 Penalty: 5595.604004
	Iteration 14Q: 3 clusters Score -9008257 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -9009607.000000 Penalty: 5595.604004
	Iteration 15Q: 3 clusters Score -9009607 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -9010635.000000 Penalty: 5595.604004
	Iteration 16Q: 3 clusters Score -9010635 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -9011414.000000 Penalty: 5595.604004
	Iteration 17Q: 3 clusters Score -9011414 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -9012123.000000 Penalty: 5595.604004
	Iteration 18Q: 3 clusters Score -9012123 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -9012795.000000 Penalty: 5595.604004
	Iteration 19Q: 3 clusters Score -9012795 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -9013307.000000 Penalty: 5595.604004
	Iteration 20F: 3 clusters Score -9013307 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -9013920.000000 Penalty: 5595.604004
	Iteration 21Q: 3 clusters Score -9013920 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -9014531.000000 Penalty: 5595.604004
	Iteration 22Q: 3 clusters Score -9014531 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -9015094.000000 Penalty: 5595.604004
	Iteration 23Q: 3 clusters Score -9015094 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -9015612.000000 Penalty: 5595.604004
	Iteration 24Q: 3 clusters Score -9015612 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -9016018.000000 Penalty: 5595.604004
	Iteration 25Q: 3 clusters Score -9016018 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -9016501.000000 Penalty: 5595.604004
	Iteration 26Q: 3 clusters Score -9016501 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -9016937.000000 Penalty: 5595.604004
	Iteration 27Q: 3 clusters Score -9016937 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -9017324.000000 Penalty: 5595.604004
	Iteration 28Q: 3 clusters Score -9017324 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -9017718.000000 Penalty: 5595.604004
	Iteration 29Q: 3 clusters Score -9017718 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -9018028.000000 Penalty: 5595.604004
	Iteration 30Q: 3 clusters Score -9018028 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -9018244.000000 Penalty: 5595.604004
	Iteration 31Q: 3 clusters Score -9018244 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -9018485.000000 Penalty: 5595.604004
	Iteration 32Q: 3 clusters Score -9018485 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -9018720.000000 Penalty: 5595.604004
	Iteration 33Q: 3 clusters Score -9018720 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -9018875.000000 Penalty: 5595.604004
	Iteration 34Q: 3 clusters Score -9018875 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -9019037.000000 Penalty: 5595.604004
	Iteration 35Q: 3 clusters Score -9019037 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -9019191.000000 Penalty: 5595.604004
	Iteration 36Q: 3 clusters Score -9019191 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -9019308.000000 Penalty: 5595.604004
	Iteration 37Q: 3 clusters Score -9019308 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -9019438.000000 Penalty: 5595.604004
	Iteration 38Q: 3 clusters Score -9019438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -9019508.000000 Penalty: 5595.604004
	Iteration 39Q: 3 clusters Score -9019508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -9019575.000000 Penalty: 5595.604004
	Iteration 40F: 3 clusters Score -9019575 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -9019638.000000 Penalty: 5595.604004
	Iteration 41Q: 3 clusters Score -9019638 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -9019671.000000 Penalty: 5595.604004
	Iteration 42Q: 3 clusters Score -9019671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -9019691.000000 Penalty: 5595.604004
	Iteration 43Q: 3 clusters Score -9019691 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -9019735.000000 Penalty: 5595.604004
	Iteration 44Q: 3 clusters Score -9019735 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -9019747.000000 Penalty: 5595.604004
	Iteration 45Q: 3 clusters Score -9019747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -9019779.000000 Penalty: 5595.604004
	Iteration 46Q: 3 clusters Score -9019779 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -9019799.000000 Penalty: 5595.604004
	Iteration 47Q: 3 clusters Score -9019799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -9019798.000000 Penalty: 5595.604004
	Iteration 48Q: 3 clusters Score -9019798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -9019808.000000 Penalty: 5595.604004
	Iteration 49Q: 3 clusters Score -9019808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -9019827.000000 Penalty: 5595.604004
	Iteration 50Q: 3 clusters Score -9019827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -9019848.000000 Penalty: 5595.604004
	Iteration 51Q: 3 clusters Score -9019848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9019869.000000 Penalty: 5595.604004
	Iteration 52Q: 3 clusters Score -9019869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9019888.000000 Penalty: 5595.604004
	Iteration 53Q: 3 clusters Score -9019888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9019899.000000 Penalty: 5595.604004
	Iteration 54Q: 3 clusters Score -9019899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -9019906.000000 Penalty: 5595.604004
	Iteration 55Q: 3 clusters Score -9019906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9019916.000000 Penalty: 5595.604004
	Iteration 56Q: 3 clusters Score -9019916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -9019912.000000 Penalty: 5595.604004
	Iteration 57Q: 3 clusters Score -9019912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9019925.000000 Penalty: 5595.604004
	Iteration 58Q: 3 clusters Score -9019925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9019939.000000 Penalty: 5595.604004
	Iteration 59Q: 3 clusters Score -9019939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -9019945.000000 Penalty: 5595.604004
	Iteration 60F: 3 clusters Score -9019945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9019956.000000 Penalty: 5595.604004
	Iteration 61Q: 3 clusters Score -9019956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9019953.000000 Penalty: 5595.604004
	Iteration 62Q: 3 clusters Score -9019953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9019957.000000 Penalty: 5595.604004
	Iteration 63Q: 3 clusters Score -9019957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9019959.000000 Penalty: 5595.604004
	Iteration 64Q: 3 clusters Score -9019959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -9019980.000000 Penalty: 5595.604004
	Iteration 65Q: 3 clusters Score -9019980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9019987.000000 Penalty: 5595.604004
	Iteration 66Q: 3 clusters Score -9019987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9019981.000000 Penalty: 5595.604004
	Iteration 67Q: 3 clusters Score -9019981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9019985.000000 Penalty: 5595.604004
	Iteration 68Q: 3 clusters Score -9019985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -9019980.000000 Penalty: 5595.604004
	Iteration 69Q: 3 clusters Score -9019980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9019986.000000 Penalty: 5595.604004
	Iteration 70Q: 3 clusters Score -9019986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9019988.000000 Penalty: 5595.604004
	Iteration 71Q: 3 clusters Score -9019988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -9019981.000000 Penalty: 5595.604004
	Iteration 72Q: 3 clusters Score -9019981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9019986.000000 Penalty: 5595.604004
	Iteration 73Q: 3 clusters Score -9019986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9019980.000000 Penalty: 5595.604004
	Iteration 74Q: 3 clusters Score -9019980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9019979.000000 Penalty: 5595.604004
	Iteration 75Q: 3 clusters Score -9019979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9019979.000000 Penalty: 5595.604004
	Iteration 76F: 3 clusters Score -9019979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Entering Unmasked Estep 
Score: -6040642.500000 Penalty: 2688.973633
	Iteration 0F: 2 clusters Score -6040642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6006159.500000 Penalty: 5377.947266
	Iteration 0F: 3 clusters Score -6006160 nChanged 23652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -6019508.500000 Penalty: 5377.947266
	Iteration 1F: 3 clusters Score -6019508 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6020555.500000 Penalty: 5377.947266
	Iteration 2Q: 3 clusters Score -6020556 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -6021838.500000 Penalty: 5377.947266
	Iteration 3F: 3 clusters Score -6021838 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6023555.500000 Penalty: 5377.947266
	Iteration 4F: 3 clusters Score -6023556 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -6025468.500000 Penalty: 5377.947266
	Iteration 5F: 3 clusters Score -6025468 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -6027440.000000 Penalty: 5377.947266
	Iteration 6F: 3 clusters Score -6027440 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -6029222.000000 Penalty: 5377.947266
	Iteration 7F: 3 clusters Score -6029222 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -6030794.000000 Penalty: 5377.947266
	Iteration 8F: 3 clusters Score -6030794 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6031981.500000 Penalty: 5377.947266
	Iteration 9Q: 3 clusters Score -6031982 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6032945.500000 Penalty: 5377.947266
	Iteration 10Q: 3 clusters Score -6032946 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -6033821.000000 Penalty: 5377.947266
	Iteration 11Q: 3 clusters Score -6033821 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -6034526.000000 Penalty: 5377.947266
	Iteration 12Q: 3 clusters Score -6034526 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -6035104.500000 Penalty: 5377.947266
	Iteration 13Q: 3 clusters Score -6035104 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -6035592.000000 Penalty: 5377.947266
	Iteration 14Q: 3 clusters Score -6035592 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -6035966.500000 Penalty: 5377.947266
	Iteration 15Q: 3 clusters Score -6035966 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6036350.000000 Penalty: 5377.947266
	Iteration 16Q: 3 clusters Score -6036350 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -6036703.000000 Penalty: 5377.947266
	Iteration 17Q: 3 clusters Score -6036703 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -6036959.000000 Penalty: 5377.947266
	Iteration 18Q: 3 clusters Score -6036959 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6037226.000000 Penalty: 5377.947266
	Iteration 19Q: 3 clusters Score -6037226 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -6037445.500000 Penalty: 5377.947266
	Iteration 20F: 3 clusters Score -6037446 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -6037647.000000 Penalty: 5377.947266
	Iteration 21Q: 3 clusters Score -6037647 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6037786.500000 Penalty: 5377.947266
	Iteration 22Q: 3 clusters Score -6037786 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6037912.500000 Penalty: 5377.947266
	Iteration 23Q: 3 clusters Score -6037912 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -6038043.000000 Penalty: 5377.947266
	Iteration 24Q: 3 clusters Score -6038043 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -6038168.000000 Penalty: 5377.947266
	Iteration 25Q: 3 clusters Score -6038168 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -6038247.500000 Penalty: 5377.947266
	Iteration 26Q: 3 clusters Score -6038248 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6038309.000000 Penalty: 5377.947266
	Iteration 27Q: 3 clusters Score -6038309 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -6038389.500000 Penalty: 5377.947266
	Iteration 28Q: 3 clusters Score -6038390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6038439.500000 Penalty: 5377.947266
	Iteration 29Q: 3 clusters Score -6038440 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -6038486.500000 Penalty: 5377.947266
	Iteration 30Q: 3 clusters Score -6038486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -6038533.500000 Penalty: 5377.947266
	Iteration 31Q: 3 clusters Score -6038534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6038554.500000 Penalty: 5377.947266
	Iteration 32Q: 3 clusters Score -6038554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -6038604.500000 Penalty: 5377.947266
	Iteration 33Q: 3 clusters Score -6038604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6038631.000000 Penalty: 5377.947266
	Iteration 34Q: 3 clusters Score -6038631 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -6038678.000000 Penalty: 5377.947266
	Iteration 35Q: 3 clusters Score -6038678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -6038699.000000 Penalty: 5377.947266
	Iteration 36Q: 3 clusters Score -6038699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6038727.000000 Penalty: 5377.947266
	Iteration 37Q: 3 clusters Score -6038727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -6038747.000000 Penalty: 5377.947266
	Iteration 38Q: 3 clusters Score -6038747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -6038747.000000 Penalty: 5377.947266
	Iteration 39Q: 3 clusters Score -6038747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6038757.000000 Penalty: 5377.947266
	Iteration 40F: 3 clusters Score -6038757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6038759.000000 Penalty: 5377.947266
	Iteration 41Q: 3 clusters Score -6038759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6038766.500000 Penalty: 5377.947266
	Iteration 42Q: 3 clusters Score -6038766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -6038774.000000 Penalty: 5377.947266
	Iteration 43Q: 3 clusters Score -6038774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6038775.500000 Penalty: 5377.947266
	Iteration 44Q: 3 clusters Score -6038776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6038784.000000 Penalty: 5377.947266
	Iteration 45Q: 3 clusters Score -6038784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -6038790.500000 Penalty: 5377.947266
	Iteration 46Q: 3 clusters Score -6038790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -6038802.000000 Penalty: 5377.947266
	Iteration 47Q: 3 clusters Score -6038802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -6038807.000000 Penalty: 5377.947266
	Iteration 48Q: 3 clusters Score -6038807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -6038806.000000 Penalty: 5377.947266
	Iteration 49Q: 3 clusters Score -6038806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -6038800.000000 Penalty: 5377.947266
	Iteration 50Q: 3 clusters Score -6038800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6038802.000000 Penalty: 5377.947266
	Iteration 51Q: 3 clusters Score -6038802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6038801.000000 Penalty: 5377.947266
	Iteration 52Q: 3 clusters Score -6038801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -6038811.500000 Penalty: 5377.947266
	Iteration 53Q: 3 clusters Score -6038812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6038809.500000 Penalty: 5377.947266
	Iteration 54Q: 3 clusters Score -6038810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -6038812.000000 Penalty: 5377.947266
	Iteration 55Q: 3 clusters Score -6038812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6038818.500000 Penalty: 5377.947266
	Iteration 56Q: 3 clusters Score -6038818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6038818.000000 Penalty: 5377.947266
	Iteration 57Q: 3 clusters Score -6038818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -6038820.000000 Penalty: 5377.947266
	Iteration 58Q: 3 clusters Score -6038820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -6038815.000000 Penalty: 5377.947266
	Iteration 59Q: 3 clusters Score -6038815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -6038812.500000 Penalty: 5377.947266
	Iteration 60F: 3 clusters Score -6038812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -6038815.500000 Penalty: 5377.947266
	Iteration 61Q: 3 clusters Score -6038816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -6038807.500000 Penalty: 5377.947266
	Iteration 62Q: 3 clusters Score -6038808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -6038815.500000 Penalty: 5377.947266
	Iteration 63Q: 3 clusters Score -6038816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -6038815.500000 Penalty: 5377.947266
	Iteration 64F: 3 clusters Score -6038816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Entering Unmasked Estep 
Score: -11257919.000000 Penalty: 2843.563232
	Iteration 0F: 2 clusters Score -1.125792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -11193681.000000 Penalty: 5687.126465
	Iteration 0F: 3 clusters Score -1.119368e+07 nChanged 45319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -11219492.000000 Penalty: 5687.126465
	Iteration 1F: 3 clusters Score -1.121949e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -11220029.000000 Penalty: 5687.126465
	Iteration 2Q: 3 clusters Score -1.122003e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -11220528.000000 Penalty: 5687.126465
	Iteration 3Q: 3 clusters Score -1.122053e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -11220974.000000 Penalty: 5687.126465
	Iteration 4Q: 3 clusters Score -1.122097e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -11221403.000000 Penalty: 5687.126465
	Iteration 5Q: 3 clusters Score -1.12214e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -11221867.000000 Penalty: 5687.126465
	Iteration 6Q: 3 clusters Score -1.122187e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -11222368.000000 Penalty: 5687.126465
	Iteration 7Q: 3 clusters Score -1.122237e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -11222817.000000 Penalty: 5687.126465
	Iteration 8Q: 3 clusters Score -1.122282e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -11223739.000000 Penalty: 5687.126465
	Iteration 9Q: 3 clusters Score -1.122374e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -11224684.000000 Penalty: 5687.126465
	Iteration 10Q: 3 clusters Score -1.122468e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -11226037.000000 Penalty: 5687.126465
	Iteration 11Q: 3 clusters Score -1.122604e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -11227757.000000 Penalty: 5687.126465
	Iteration 12Q: 3 clusters Score -1.122776e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -11230056.000000 Penalty: 5687.126465
	Iteration 13Q: 3 clusters Score -1.123006e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -11232648.000000 Penalty: 5687.126465
	Iteration 14Q: 3 clusters Score -1.123265e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -11235348.000000 Penalty: 5687.126465
	Iteration 15Q: 3 clusters Score -1.123535e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -11238050.000000 Penalty: 5687.126465
	Iteration 16Q: 3 clusters Score -1.123805e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -11240395.000000 Penalty: 5687.126465
	Iteration 17Q: 3 clusters Score -1.12404e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -11242212.000000 Penalty: 5687.126465
	Iteration 18Q: 3 clusters Score -1.124221e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -11243574.000000 Penalty: 5687.126465
	Iteration 19Q: 3 clusters Score -1.124357e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -11244747.000000 Penalty: 5687.126465
	Iteration 20F: 3 clusters Score -1.124475e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -11245761.000000 Penalty: 5687.126465
	Iteration 21Q: 3 clusters Score -1.124576e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -11246835.000000 Penalty: 5687.126465
	Iteration 22Q: 3 clusters Score -1.124684e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -11247927.000000 Penalty: 5687.126465
	Iteration 23Q: 3 clusters Score -1.124793e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -11249038.000000 Penalty: 5687.126465
	Iteration 24Q: 3 clusters Score -1.124904e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -11250235.000000 Penalty: 5687.126465
	Iteration 25Q: 3 clusters Score -1.125024e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -11251421.000000 Penalty: 5687.126465
	Iteration 26Q: 3 clusters Score -1.125142e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -11252475.000000 Penalty: 5687.126465
	Iteration 27Q: 3 clusters Score -1.125248e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -11253347.000000 Penalty: 5687.126465
	Iteration 28Q: 3 clusters Score -1.125335e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -11254008.000000 Penalty: 5687.126465
	Iteration 29Q: 3 clusters Score -1.125401e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -11254474.000000 Penalty: 5687.126465
	Iteration 30Q: 3 clusters Score -1.125447e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11254767.000000 Penalty: 5687.126465
	Iteration 31Q: 3 clusters Score -1.125477e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11254954.000000 Penalty: 5687.126465
	Iteration 32Q: 3 clusters Score -1.125495e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11255092.000000 Penalty: 5687.126465
	Iteration 33Q: 3 clusters Score -1.125509e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11255177.000000 Penalty: 5687.126465
	Iteration 34Q: 3 clusters Score -1.125518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11255257.000000 Penalty: 5687.126465
	Iteration 35Q: 3 clusters Score -1.125526e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11255319.000000 Penalty: 5687.126465
	Iteration 36Q: 3 clusters Score -1.125532e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11255361.000000 Penalty: 5687.126465
	Iteration 37Q: 3 clusters Score -1.125536e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11255373.000000 Penalty: 5687.126465
	Iteration 38Q: 3 clusters Score -1.125537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11255380.000000 Penalty: 5687.126465
	Iteration 39Q: 3 clusters Score -1.125538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11255404.000000 Penalty: 5687.126465
	Iteration 40F: 3 clusters Score -1.12554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11255413.000000 Penalty: 5687.126465
	Iteration 41Q: 3 clusters Score -1.125541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11255408.000000 Penalty: 5687.126465
	Iteration 42Q: 3 clusters Score -1.125541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11255412.000000 Penalty: 5687.126465
	Iteration 43Q: 3 clusters Score -1.125541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11255435.000000 Penalty: 5687.126465
	Iteration 44Q: 3 clusters Score -1.125544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11255429.000000 Penalty: 5687.126465
	Iteration 45Q: 3 clusters Score -1.125543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11255441.000000 Penalty: 5687.126465
	Iteration 46Q: 3 clusters Score -1.125544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11255430.000000 Penalty: 5687.126465
	Iteration 47Q: 3 clusters Score -1.125543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11255439.000000 Penalty: 5687.126465
	Iteration 48Q: 3 clusters Score -1.125544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11255436.000000 Penalty: 5687.126465
	Iteration 49Q: 3 clusters Score -1.125544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11255439.000000 Penalty: 5687.126465
	Iteration 50Q: 3 clusters Score -1.125544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11255448.000000 Penalty: 5687.126465
	Iteration 51Q: 3 clusters Score -1.125545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11255445.000000 Penalty: 5687.126465
	Iteration 52Q: 3 clusters Score -1.125544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11255438.000000 Penalty: 5687.126465
	Iteration 53Q: 3 clusters Score -1.125544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11255444.000000 Penalty: 5687.126465
	Iteration 54Q: 3 clusters Score -1.125544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11255442.000000 Penalty: 5687.126465
	Iteration 55Q: 3 clusters Score -1.125544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11255443.000000 Penalty: 5687.126465
	Iteration 56Q: 3 clusters Score -1.125544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11255448.000000 Penalty: 5687.126465
	Iteration 57Q: 3 clusters Score -1.125545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11255445.000000 Penalty: 5687.126465
	Iteration 58Q: 3 clusters Score -1.125544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11255445.000000 Penalty: 5687.126465
	Iteration 59F: 3 clusters Score -1.125544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Entering Unmasked Estep 
Score: -10796193.000000 Penalty: 2833.283691
	Iteration 0F: 2 clusters Score -1.079619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -10735020.000000 Penalty: 5666.567383
	Iteration 0F: 3 clusters Score -1.073502e+07 nChanged 43019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -10759335.000000 Penalty: 5666.567383
	Iteration 1F: 3 clusters Score -1.075934e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -10760010.000000 Penalty: 5666.567383
	Iteration 2Q: 3 clusters Score -1.076001e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -10760809.000000 Penalty: 5666.567383
	Iteration 3Q: 3 clusters Score -1.076081e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -10761497.000000 Penalty: 5666.567383
	Iteration 4Q: 3 clusters Score -1.07615e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -10762317.000000 Penalty: 5666.567383
	Iteration 5Q: 3 clusters Score -1.076232e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -10763232.000000 Penalty: 5666.567383
	Iteration 6Q: 3 clusters Score -1.076323e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -10764184.000000 Penalty: 5666.567383
	Iteration 7Q: 3 clusters Score -1.076418e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -10765786.000000 Penalty: 5666.567383
	Iteration 8Q: 3 clusters Score -1.076579e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -10768188.000000 Penalty: 5666.567383
	Iteration 9Q: 3 clusters Score -1.076819e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -10771855.000000 Penalty: 5666.567383
	Iteration 10F: 3 clusters Score -1.077186e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -10776743.000000 Penalty: 5666.567383
	Iteration 11F: 3 clusters Score -1.077674e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -10781685.000000 Penalty: 5666.567383
	Iteration 12F: 3 clusters Score -1.078168e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -10785294.000000 Penalty: 5666.567383
	Iteration 13Q: 3 clusters Score -1.078529e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -10787494.000000 Penalty: 5666.567383
	Iteration 14Q: 3 clusters Score -1.078749e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -10788892.000000 Penalty: 5666.567383
	Iteration 15Q: 3 clusters Score -1.078889e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -10789920.000000 Penalty: 5666.567383
	Iteration 16Q: 3 clusters Score -1.078992e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -10790780.000000 Penalty: 5666.567383
	Iteration 17Q: 3 clusters Score -1.079078e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -10791426.000000 Penalty: 5666.567383
	Iteration 18Q: 3 clusters Score -1.079143e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -10792033.000000 Penalty: 5666.567383
	Iteration 19Q: 3 clusters Score -1.079203e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -10792556.000000 Penalty: 5666.567383
	Iteration 20F: 3 clusters Score -1.079256e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -10792917.000000 Penalty: 5666.567383
	Iteration 21Q: 3 clusters Score -1.079292e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -10793254.000000 Penalty: 5666.567383
	Iteration 22Q: 3 clusters Score -1.079325e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -10793492.000000 Penalty: 5666.567383
	Iteration 23Q: 3 clusters Score -1.079349e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -10793705.000000 Penalty: 5666.567383
	Iteration 24Q: 3 clusters Score -1.07937e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -10793793.000000 Penalty: 5666.567383
	Iteration 25Q: 3 clusters Score -1.079379e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -10793961.000000 Penalty: 5666.567383
	Iteration 26Q: 3 clusters Score -1.079396e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -10794065.000000 Penalty: 5666.567383
	Iteration 27Q: 3 clusters Score -1.079406e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -10794100.000000 Penalty: 5666.567383
	Iteration 28Q: 3 clusters Score -1.07941e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10794132.000000 Penalty: 5666.567383
	Iteration 29Q: 3 clusters Score -1.079413e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -10794182.000000 Penalty: 5666.567383
	Iteration 30Q: 3 clusters Score -1.079418e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -10794228.000000 Penalty: 5666.567383
	Iteration 31Q: 3 clusters Score -1.079423e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -10794267.000000 Penalty: 5666.567383
	Iteration 32Q: 3 clusters Score -1.079427e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -10794284.000000 Penalty: 5666.567383
	Iteration 33Q: 3 clusters Score -1.079428e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -10794284.000000 Penalty: 5666.567383
	Iteration 34Q: 3 clusters Score -1.079428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -10794302.000000 Penalty: 5666.567383
	Iteration 35Q: 3 clusters Score -1.07943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -10794301.000000 Penalty: 5666.567383
	Iteration 36Q: 3 clusters Score -1.07943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -10794327.000000 Penalty: 5666.567383
	Iteration 37Q: 3 clusters Score -1.079433e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -10794351.000000 Penalty: 5666.567383
	Iteration 38Q: 3 clusters Score -1.079435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -10794357.000000 Penalty: 5666.567383
	Iteration 39Q: 3 clusters Score -1.079436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -10794354.000000 Penalty: 5666.567383
	Iteration 40F: 3 clusters Score -1.079435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -10794356.000000 Penalty: 5666.567383
	Iteration 41Q: 3 clusters Score -1.079436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -10794351.000000 Penalty: 5666.567383
	Iteration 42Q: 3 clusters Score -1.079435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -10794358.000000 Penalty: 5666.567383
	Iteration 43Q: 3 clusters Score -1.079436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -10794360.000000 Penalty: 5666.567383
	Iteration 44Q: 3 clusters Score -1.079436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -10794372.000000 Penalty: 5666.567383
	Iteration 45Q: 3 clusters Score -1.079437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -10794367.000000 Penalty: 5666.567383
	Iteration 46Q: 3 clusters Score -1.079437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -10794362.000000 Penalty: 5666.567383
	Iteration 47Q: 3 clusters Score -1.079436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -10794371.000000 Penalty: 5666.567383
	Iteration 48Q: 3 clusters Score -1.079437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -10794381.000000 Penalty: 5666.567383
	Iteration 49Q: 3 clusters Score -1.079438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 89109 members 
Entering Unmasked Estep 
Score: -10794367.000000 Penalty: 5666.567383
	Iteration 50Q: 3 clusters Score -1.079437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -10794371.000000 Penalty: 5666.567383
	Iteration 51Q: 3 clusters Score -1.079437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -10794357.000000 Penalty: 5666.567383
	Iteration 52Q: 3 clusters Score -1.079436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -10794364.000000 Penalty: 5666.567383
	Iteration 53Q: 3 clusters Score -1.079436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -10794357.000000 Penalty: 5666.567383
	Iteration 54Q: 3 clusters Score -1.079436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -10794357.000000 Penalty: 5666.567383
	Iteration 55F: 3 clusters Score -1.079436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -534244.250000 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -534244.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -529911.187500 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -529911.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -530889.750000 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -530889.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -531060.625000 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -531060.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -531179.000000 Penalty: 4196.573730
	Iteration 3Q: 3 clusters Score -531179 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -531286.500000 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -531286.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -531386.250000 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -531386.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -531468.687500 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -531468.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -531562.750000 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -531562.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -531667.437500 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -531667.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -531789.375000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -531789.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -531914.437500 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -531914.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -532040.812500 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -532040.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -532135.187500 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -532135.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -532259.500000 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -532259.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -532394.125000 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -532394.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -532501.000000 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -532501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -532585.687500 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -532585.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -532665.000000 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -532665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -532737.250000 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -532737.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -532802.625000 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -532802.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -532852.687500 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -532852.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -532891.250000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -532891.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -532927.375000 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -532927.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -532953.875000 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -532953.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -532989.875000 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -532989.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -533013.312500 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -533013.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -533036.437500 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -533036.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -533059.937500 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -533059.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -533087.187500 Penalty: 4196.573730
	Iteration 28Q: 3 clusters Score -533087.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -533107.375000 Penalty: 4196.573730
	Iteration 29Q: 3 clusters Score -533107.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -533125.812500 Penalty: 4196.573730
	Iteration 30Q: 3 clusters Score -533125.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -533136.875000 Penalty: 4196.573730
	Iteration 31Q: 3 clusters Score -533136.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -533151.812500 Penalty: 4196.573730
	Iteration 32Q: 3 clusters Score -533151.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -533169.312500 Penalty: 4196.573730
	Iteration 33Q: 3 clusters Score -533169.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -533189.375000 Penalty: 4196.573730
	Iteration 34Q: 3 clusters Score -533189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -533207.687500 Penalty: 4196.573730
	Iteration 35Q: 3 clusters Score -533207.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -533221.875000 Penalty: 4196.573730
	Iteration 36Q: 3 clusters Score -533221.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -533232.812500 Penalty: 4196.573730
	Iteration 37Q: 3 clusters Score -533232.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -533247.187500 Penalty: 4196.573730
	Iteration 38Q: 3 clusters Score -533247.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -533271.000000 Penalty: 4196.573730
	Iteration 39Q: 3 clusters Score -533271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -533294.125000 Penalty: 4196.573730
	Iteration 40F: 3 clusters Score -533294.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -533310.062500 Penalty: 4196.573730
	Iteration 41Q: 3 clusters Score -533310.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -533325.125000 Penalty: 4196.573730
	Iteration 42Q: 3 clusters Score -533325.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -533353.250000 Penalty: 4196.573730
	Iteration 43Q: 3 clusters Score -533353.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -533390.250000 Penalty: 4196.573730
	Iteration 44Q: 3 clusters Score -533390.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -533427.437500 Penalty: 4196.573730
	Iteration 45Q: 3 clusters Score -533427.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -533470.437500 Penalty: 4196.573730
	Iteration 46Q: 3 clusters Score -533470.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -533527.562500 Penalty: 4196.573730
	Iteration 47Q: 3 clusters Score -533527.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -533608.375000 Penalty: 4196.573730
	Iteration 48Q: 3 clusters Score -533608.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -533681.187500 Penalty: 4196.573730
	Iteration 49Q: 3 clusters Score -533681.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -533760.312500 Penalty: 4196.573730
	Iteration 50Q: 3 clusters Score -533760.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -533831.687500 Penalty: 4196.573730
	Iteration 51Q: 3 clusters Score -533831.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -533892.750000 Penalty: 4196.573730
	Iteration 52Q: 3 clusters Score -533892.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -533941.750000 Penalty: 4196.573730
	Iteration 53Q: 3 clusters Score -533941.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -533958.562500 Penalty: 4196.573730
	Iteration 54Q: 3 clusters Score -533958.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -533967.312500 Penalty: 4196.573730
	Iteration 55Q: 3 clusters Score -533967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -533971.000000 Penalty: 4196.573730
	Iteration 56Q: 3 clusters Score -533971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -533975.062500 Penalty: 4196.573730
	Iteration 57Q: 3 clusters Score -533975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -533975.062500 Penalty: 4196.573730
	Iteration 58Q: 3 clusters Score -533975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -533975.062500 Penalty: 4196.573730
	Iteration 59F: 3 clusters Score -533975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -1006593.562500 Penalty: 2244.907715
	Iteration 0F: 2 clusters Score -1006594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -999837.062500 Penalty: 4489.815430
	Iteration 0F: 3 clusters Score -999837.1 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1001779.875000 Penalty: 4489.815430
	Iteration 1F: 3 clusters Score -1001780 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1002121.562500 Penalty: 4489.815430
	Iteration 2F: 3 clusters Score -1002122 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1002404.125000 Penalty: 4489.815430
	Iteration 3F: 3 clusters Score -1002404 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1002651.250000 Penalty: 4489.815430
	Iteration 4Q: 3 clusters Score -1002651 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1002859.625000 Penalty: 4489.815430
	Iteration 5Q: 3 clusters Score -1002860 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1003038.562500 Penalty: 4489.815430
	Iteration 6Q: 3 clusters Score -1003039 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1003239.625000 Penalty: 4489.815430
	Iteration 7Q: 3 clusters Score -1003240 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1003477.937500 Penalty: 4489.815430
	Iteration 8Q: 3 clusters Score -1003478 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1003711.000000 Penalty: 4489.815430
	Iteration 9Q: 3 clusters Score -1003711 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1003915.625000 Penalty: 4489.815430
	Iteration 10Q: 3 clusters Score -1003916 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1004085.000000 Penalty: 4489.815430
	Iteration 11Q: 3 clusters Score -1004085 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1004232.250000 Penalty: 4489.815430
	Iteration 12Q: 3 clusters Score -1004232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1004339.875000 Penalty: 4489.815430
	Iteration 13Q: 3 clusters Score -1004340 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1004400.875000 Penalty: 4489.815430
	Iteration 14Q: 3 clusters Score -1004401 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1004445.937500 Penalty: 4489.815430
	Iteration 15Q: 3 clusters Score -1004446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1004487.875000 Penalty: 4489.815430
	Iteration 16Q: 3 clusters Score -1004488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1004521.437500 Penalty: 4489.815430
	Iteration 17Q: 3 clusters Score -1004521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1004552.000000 Penalty: 4489.815430
	Iteration 18Q: 3 clusters Score -1004552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1004580.500000 Penalty: 4489.815430
	Iteration 19Q: 3 clusters Score -1004580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1004608.812500 Penalty: 4489.815430
	Iteration 20F: 3 clusters Score -1004609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1004632.562500 Penalty: 4489.815430
	Iteration 21Q: 3 clusters Score -1004633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1004657.625000 Penalty: 4489.815430
	Iteration 22Q: 3 clusters Score -1004658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1004679.312500 Penalty: 4489.815430
	Iteration 23Q: 3 clusters Score -1004679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1004696.750000 Penalty: 4489.815430
	Iteration 24Q: 3 clusters Score -1004697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1004707.312500 Penalty: 4489.815430
	Iteration 25Q: 3 clusters Score -1004707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1004727.437500 Penalty: 4489.815430
	Iteration 26Q: 3 clusters Score -1004727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1004741.000000 Penalty: 4489.815430
	Iteration 27Q: 3 clusters Score -1004741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1004756.250000 Penalty: 4489.815430
	Iteration 28Q: 3 clusters Score -1004756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1004766.312500 Penalty: 4489.815430
	Iteration 29Q: 3 clusters Score -1004766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1004773.250000 Penalty: 4489.815430
	Iteration 30Q: 3 clusters Score -1004773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1004776.375000 Penalty: 4489.815430
	Iteration 31Q: 3 clusters Score -1004776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1004784.312500 Penalty: 4489.815430
	Iteration 32Q: 3 clusters Score -1004784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1004787.875000 Penalty: 4489.815430
	Iteration 33Q: 3 clusters Score -1004788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1004791.437500 Penalty: 4489.815430
	Iteration 34Q: 3 clusters Score -1004791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1004797.000000 Penalty: 4489.815430
	Iteration 35Q: 3 clusters Score -1004797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1004801.187500 Penalty: 4489.815430
	Iteration 36Q: 3 clusters Score -1004801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1004803.625000 Penalty: 4489.815430
	Iteration 37Q: 3 clusters Score -1004804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1004806.687500 Penalty: 4489.815430
	Iteration 38Q: 3 clusters Score -1004807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1004805.812500 Penalty: 4489.815430
	Iteration 39Q: 3 clusters Score -1004806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1004805.687500 Penalty: 4489.815430
	Iteration 40F: 3 clusters Score -1004806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1004809.125000 Penalty: 4489.815430
	Iteration 41Q: 3 clusters Score -1004809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1004810.250000 Penalty: 4489.815430
	Iteration 42Q: 3 clusters Score -1004810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1004811.937500 Penalty: 4489.815430
	Iteration 43Q: 3 clusters Score -1004812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1004814.500000 Penalty: 4489.815430
	Iteration 44Q: 3 clusters Score -1004814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1004814.187500 Penalty: 4489.815430
	Iteration 45Q: 3 clusters Score -1004814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1004814.750000 Penalty: 4489.815430
	Iteration 46Q: 3 clusters Score -1004815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1004816.312500 Penalty: 4489.815430
	Iteration 47Q: 3 clusters Score -1004816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1004817.187500 Penalty: 4489.815430
	Iteration 48Q: 3 clusters Score -1004817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1004817.062500 Penalty: 4489.815430
	Iteration 49Q: 3 clusters Score -1004817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1004819.062500 Penalty: 4489.815430
	Iteration 50Q: 3 clusters Score -1004819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1004817.375000 Penalty: 4489.815430
	Iteration 51Q: 3 clusters Score -1004817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1004817.812500 Penalty: 4489.815430
	Iteration 52Q: 3 clusters Score -1004818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1004818.250000 Penalty: 4489.815430
	Iteration 53Q: 3 clusters Score -1004818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1004820.562500 Penalty: 4489.815430
	Iteration 54Q: 3 clusters Score -1004821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1004821.437500 Penalty: 4489.815430
	Iteration 55Q: 3 clusters Score -1004821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1004820.562500 Penalty: 4489.815430
	Iteration 56Q: 3 clusters Score -1004821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1004821.000000 Penalty: 4489.815430
	Iteration 57Q: 3 clusters Score -1004821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1004821.812500 Penalty: 4489.815430
	Iteration 58Q: 3 clusters Score -1004822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1004821.312500 Penalty: 4489.815430
	Iteration 59Q: 3 clusters Score -1004821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1004821.312500 Penalty: 4489.815430
	Iteration 60F: 3 clusters Score -1004821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Entering Unmasked Estep 
Score: -6912304.500000 Penalty: 2720.941406
	Iteration 0F: 2 clusters Score -6912304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -6873083.000000 Penalty: 5441.882812
	Iteration 0F: 3 clusters Score -6873083 nChanged 27070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6888464.000000 Penalty: 5441.882812
	Iteration 1F: 3 clusters Score -6888464 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -6889575.000000 Penalty: 5441.882812
	Iteration 2Q: 3 clusters Score -6889575 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6891186.000000 Penalty: 5441.882812
	Iteration 3F: 3 clusters Score -6891186 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -6893700.000000 Penalty: 5441.882812
	Iteration 4F: 3 clusters Score -6893700 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -6897654.000000 Penalty: 5441.882812
	Iteration 5F: 3 clusters Score -6897654 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -6902446.000000 Penalty: 5441.882812
	Iteration 6F: 3 clusters Score -6902446 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6906330.000000 Penalty: 5441.882812
	Iteration 7F: 3 clusters Score -6906330 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6908502.000000 Penalty: 5441.882812
	Iteration 8Q: 3 clusters Score -6908502 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6909347.500000 Penalty: 5441.882812
	Iteration 9Q: 3 clusters Score -6909348 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6909630.000000 Penalty: 5441.882812
	Iteration 10Q: 3 clusters Score -6909630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6909767.000000 Penalty: 5441.882812
	Iteration 11Q: 3 clusters Score -6909767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6909817.000000 Penalty: 5441.882812
	Iteration 12Q: 3 clusters Score -6909817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6909849.500000 Penalty: 5441.882812
	Iteration 13Q: 3 clusters Score -6909850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6909879.000000 Penalty: 5441.882812
	Iteration 14Q: 3 clusters Score -6909879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6909908.000000 Penalty: 5441.882812
	Iteration 15Q: 3 clusters Score -6909908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6909920.000000 Penalty: 5441.882812
	Iteration 16Q: 3 clusters Score -6909920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6909937.500000 Penalty: 5441.882812
	Iteration 17Q: 3 clusters Score -6909938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6909944.500000 Penalty: 5441.882812
	Iteration 18Q: 3 clusters Score -6909944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6909959.500000 Penalty: 5441.882812
	Iteration 19Q: 3 clusters Score -6909960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6909956.000000 Penalty: 5441.882812
	Iteration 20F: 3 clusters Score -6909956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6909966.000000 Penalty: 5441.882812
	Iteration 21Q: 3 clusters Score -6909966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6909970.000000 Penalty: 5441.882812
	Iteration 22Q: 3 clusters Score -6909970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6909975.500000 Penalty: 5441.882812
	Iteration 23Q: 3 clusters Score -6909976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6909981.500000 Penalty: 5441.882812
	Iteration 24Q: 3 clusters Score -6909982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6909981.500000 Penalty: 5441.882812
	Iteration 25F: 3 clusters Score -6909982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -320712.687500 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -320712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -317564.125000 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -317564.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -318150.093750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -318150.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -318310.531250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -318310.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -318387.031250 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -318387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -318431.812500 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -318431.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -318469.406250 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -318469.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -318499.812500 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -318499.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -318521.312500 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -318521.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -318544.125000 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -318544.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -318561.187500 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -318561.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -318576.781250 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -318576.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -318599.531250 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -318599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -318616.781250 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -318616.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -318630.593750 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -318630.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -318640.062500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -318640.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -318645.593750 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -318645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -318651.906250 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -318651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -318657.343750 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -318657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -318659.062500 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -318659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -318662.000000 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -318662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -318667.343750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -318667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -318669.906250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -318669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -318673.812500 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -318673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -318680.531250 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -318680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -318684.468750 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -318684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -318685.593750 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -318685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -318687.031250 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -318687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -318688.062500 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -318688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -318689.312500 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -318689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -318689.312500 Penalty: 3940.819580
	Iteration 29F: 3 clusters Score -318689.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -685673.937500 Penalty: 2165.331299
	Iteration 0F: 2 clusters Score -685673.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -680468.937500 Penalty: 4330.662598
	Iteration 0F: 3 clusters Score -680468.9 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -681817.125000 Penalty: 4330.662598
	Iteration 1F: 3 clusters Score -681817.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -682154.062500 Penalty: 4330.662598
	Iteration 2F: 3 clusters Score -682154.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -682405.562500 Penalty: 4330.662598
	Iteration 3F: 3 clusters Score -682405.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -682586.187500 Penalty: 4330.662598
	Iteration 4Q: 3 clusters Score -682586.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -682705.125000 Penalty: 4330.662598
	Iteration 5Q: 3 clusters Score -682705.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -682785.312500 Penalty: 4330.662598
	Iteration 6Q: 3 clusters Score -682785.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -682852.750000 Penalty: 4330.662598
	Iteration 7Q: 3 clusters Score -682852.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -682921.250000 Penalty: 4330.662598
	Iteration 8Q: 3 clusters Score -682921.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -682972.250000 Penalty: 4330.662598
	Iteration 9Q: 3 clusters Score -682972.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -683011.312500 Penalty: 4330.662598
	Iteration 10Q: 3 clusters Score -683011.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -683048.937500 Penalty: 4330.662598
	Iteration 11Q: 3 clusters Score -683048.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -683086.375000 Penalty: 4330.662598
	Iteration 12Q: 3 clusters Score -683086.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -683113.562500 Penalty: 4330.662598
	Iteration 13Q: 3 clusters Score -683113.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -683138.312500 Penalty: 4330.662598
	Iteration 14Q: 3 clusters Score -683138.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -683162.500000 Penalty: 4330.662598
	Iteration 15Q: 3 clusters Score -683162.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -683188.812500 Penalty: 4330.662598
	Iteration 16Q: 3 clusters Score -683188.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -683215.750000 Penalty: 4330.662598
	Iteration 17Q: 3 clusters Score -683215.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -683247.562500 Penalty: 4330.662598
	Iteration 18Q: 3 clusters Score -683247.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -683277.937500 Penalty: 4330.662598
	Iteration 19Q: 3 clusters Score -683277.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -683317.812500 Penalty: 4330.662598
	Iteration 20F: 3 clusters Score -683317.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -683370.437500 Penalty: 4330.662598
	Iteration 21Q: 3 clusters Score -683370.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -683425.875000 Penalty: 4330.662598
	Iteration 22Q: 3 clusters Score -683425.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -683483.687500 Penalty: 4330.662598
	Iteration 23Q: 3 clusters Score -683483.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -683538.250000 Penalty: 4330.662598
	Iteration 24Q: 3 clusters Score -683538.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -683602.000000 Penalty: 4330.662598
	Iteration 25Q: 3 clusters Score -683602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -683668.812500 Penalty: 4330.662598
	Iteration 26Q: 3 clusters Score -683668.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -683732.562500 Penalty: 4330.662598
	Iteration 27Q: 3 clusters Score -683732.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -683816.500000 Penalty: 4330.662598
	Iteration 28Q: 3 clusters Score -683816.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -683892.250000 Penalty: 4330.662598
	Iteration 29Q: 3 clusters Score -683892.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -683961.062500 Penalty: 4330.662598
	Iteration 30Q: 3 clusters Score -683961.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -684028.812500 Penalty: 4330.662598
	Iteration 31Q: 3 clusters Score -684028.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -684088.375000 Penalty: 4330.662598
	Iteration 32Q: 3 clusters Score -684088.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -684139.937500 Penalty: 4330.662598
	Iteration 33Q: 3 clusters Score -684139.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -684188.125000 Penalty: 4330.662598
	Iteration 34Q: 3 clusters Score -684188.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -684231.500000 Penalty: 4330.662598
	Iteration 35Q: 3 clusters Score -684231.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -684255.187500 Penalty: 4330.662598
	Iteration 36Q: 3 clusters Score -684255.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -684276.437500 Penalty: 4330.662598
	Iteration 37Q: 3 clusters Score -684276.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -684298.875000 Penalty: 4330.662598
	Iteration 38Q: 3 clusters Score -684298.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -684321.125000 Penalty: 4330.662598
	Iteration 39Q: 3 clusters Score -684321.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -684338.375000 Penalty: 4330.662598
	Iteration 40F: 3 clusters Score -684338.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -684351.000000 Penalty: 4330.662598
	Iteration 41Q: 3 clusters Score -684351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -684363.812500 Penalty: 4330.662598
	Iteration 42Q: 3 clusters Score -684363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -684371.375000 Penalty: 4330.662598
	Iteration 43Q: 3 clusters Score -684371.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -684384.312500 Penalty: 4330.662598
	Iteration 44Q: 3 clusters Score -684384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -684389.062500 Penalty: 4330.662598
	Iteration 45Q: 3 clusters Score -684389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -684393.812500 Penalty: 4330.662598
	Iteration 46Q: 3 clusters Score -684393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -684393.812500 Penalty: 4330.662598
	Iteration 47F: 3 clusters Score -684393.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 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 197 members 
Entering Unmasked Estep 
Score: -39073.453125 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39073.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39370.941406 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39370.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39637.304688 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39637.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39924.054688 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39924.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -39971.929688 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39971.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39981.945312 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39981.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39981.945312 Penalty: 2984.013916
	Iteration 6F: 3 clusters Score -39981.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (190909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190909 members 
Entering Unmasked Estep 
Score: -22418546.000000 Penalty: 3015.569092
	Iteration 0F: 2 clusters Score -2.241855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -22292260.000000 Penalty: 6031.138184
	Iteration 0F: 3 clusters Score -2.229226e+07 nChanged 91716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -22345748.000000 Penalty: 6031.138184
	Iteration 1F: 3 clusters Score -2.234575e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -22347242.000000 Penalty: 6031.138184
	Iteration 2Q: 3 clusters Score -2.234724e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 110964 members 
Entering Unmasked Estep 
Score: -22349678.000000 Penalty: 6031.138184
	Iteration 3Q: 3 clusters Score -2.234968e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 119362 members 
Entering Unmasked Estep 
Score: -22353834.000000 Penalty: 6031.138184
	Iteration 4Q: 3 clusters Score -2.235383e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 131569 members 
Entering Unmasked Estep 
Score: -22361650.000000 Penalty: 6031.138184
	Iteration 5F: 3 clusters Score -2.236165e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -22374768.000000 Penalty: 6031.138184
	Iteration 6F: 3 clusters Score -2.237477e+07 nChanged 17889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -22391368.000000 Penalty: 6031.138184
	Iteration 7F: 3 clusters Score -2.239137e+07 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -22405386.000000 Penalty: 6031.138184
	Iteration 8F: 3 clusters Score -2.240539e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 187249 members 
Entering Unmasked Estep 
Score: -22412638.000000 Penalty: 6031.138184
	Iteration 9Q: 3 clusters Score -2.241264e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 189765 members 
Entering Unmasked Estep 
Score: -22414908.000000 Penalty: 6031.138184
	Iteration 10Q: 3 clusters Score -2.241491e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 190441 members 
Entering Unmasked Estep 
Score: -22415476.000000 Penalty: 6031.138184
	Iteration 11Q: 3 clusters Score -2.241548e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190596 members 
Entering Unmasked Estep 
Score: -22415666.000000 Penalty: 6031.138184
	Iteration 12Q: 3 clusters Score -2.241567e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 190628 members 
Entering Unmasked Estep 
Score: -22415712.000000 Penalty: 6031.138184
	Iteration 13Q: 3 clusters Score -2.241571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190644 members 
Entering Unmasked Estep 
Score: -22415760.000000 Penalty: 6031.138184
	Iteration 14Q: 3 clusters Score -2.241576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190655 members 
Entering Unmasked Estep 
Score: -22415800.000000 Penalty: 6031.138184
	Iteration 15Q: 3 clusters Score -2.24158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 190662 members 
Entering Unmasked Estep 
Score: -22415838.000000 Penalty: 6031.138184
	Iteration 16Q: 3 clusters Score -2.241584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190666 members 
Entering Unmasked Estep 
Score: -22415834.000000 Penalty: 6031.138184
	Iteration 17Q: 3 clusters Score -2.241583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -22415842.000000 Penalty: 6031.138184
	Iteration 18Q: 3 clusters Score -2.241584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190668 members 
Entering Unmasked Estep 
Score: -22415848.000000 Penalty: 6031.138184
	Iteration 19Q: 3 clusters Score -2.241585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190668 members 
Entering Unmasked Estep 
Score: -22415848.000000 Penalty: 6031.138184
	Iteration 20F: 3 clusters Score -2.241585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -97367.437500 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -97367.44 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 421 members 
Entering Unmasked Estep 
Score: -95503.187500 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -95503.19 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95757.351562 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -95757.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95812.250000 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -95812.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95840.500000 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -95840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95861.335938 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -95861.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95872.984375 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -95872.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95882.468750 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -95882.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95895.156250 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -95895.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95899.617188 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -95899.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95906.671875 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -95906.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95908.539062 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -95908.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95910.773438 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -95910.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95911.367188 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -95911.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95911.367188 Penalty: 3352.014893
	Iteration 13F: 3 clusters Score -95911.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -139663.078125 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -139663.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137605.500000 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -137605.5 nChanged 311
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: -137930.062500 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -137930.1 nChanged 82
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: -138014.046875 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -138014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138052.203125 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -138052.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138069.531250 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -138069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138084.328125 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -138084.3 nChanged 8
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: -138092.000000 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -138092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138100.859375 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -138100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138108.171875 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -138108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138119.296875 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -138119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138125.062500 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -138125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138130.484375 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -138130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138133.906250 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -138133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138138.109375 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -138138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138141.468750 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -138141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -138141.468750 Penalty: 3524.062744
	Iteration 15F: 3 clusters Score -138141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 176014 members 
Mstep: Class 5 contains 35772 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323344 members 
Mstep: Class 13 contains 23685 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321021 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95414 members 
Mstep: Class 21 contains 91540 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190909 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993904.000000 Penalty: 106334.703125
Iteration 399Q: 31 clusters Score -1.839939e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176014 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323342 members 
Mstep: Class 13 contains 23687 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321025 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51157 members 
Mstep: Class 20 contains 95403 members 
Mstep: Class 21 contains 91538 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190914 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 400F: 31 clusters Score -1.83994e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176015 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323347 members 
Mstep: Class 13 contains 23689 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321027 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51157 members 
Mstep: Class 20 contains 95396 members 
Mstep: Class 21 contains 91535 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8536 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190913 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 401Q: 31 clusters Score -1.83994e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176012 members 
Mstep: Class 5 contains 35775 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323351 members 
Mstep: Class 13 contains 23691 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321041 members 
Mstep: Class 18 contains 79338 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95383 members 
Mstep: Class 21 contains 91531 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 58195 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190912 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993840.000000 Penalty: 106334.703125
Iteration 402Q: 31 clusters Score -1.839938e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176010 members 
Mstep: Class 5 contains 35777 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323346 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321051 members 
Mstep: Class 18 contains 79338 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95372 members 
Mstep: Class 21 contains 91533 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190915 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 403Q: 31 clusters Score -1.83994e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176010 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323339 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 19505 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321063 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95363 members 
Mstep: Class 21 contains 91533 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190919 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 404Q: 31 clusters Score -1.83994e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176006 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323341 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 321073 members 
Mstep: Class 18 contains 79336 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95355 members 
Mstep: Class 21 contains 91532 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8529 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190921 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 405Q: 31 clusters Score -1.83994e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176002 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323342 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7272 members 
Mstep: Class 17 contains 321079 members 
Mstep: Class 18 contains 79336 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95343 members 
Mstep: Class 21 contains 91535 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190924 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993952.000000 Penalty: 106334.703125
Iteration 406Q: 31 clusters Score -1.83994e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176004 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323345 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 19508 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 321083 members 
Mstep: Class 18 contains 79336 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95331 members 
Mstep: Class 21 contains 91537 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190932 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 407Q: 31 clusters Score -1.839939e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 176002 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12626 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323338 members 
Mstep: Class 13 contains 23694 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321090 members 
Mstep: Class 18 contains 79335 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95327 members 
Mstep: Class 21 contains 91533 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8523 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190946 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993872.000000 Penalty: 106334.703125
Iteration 408Q: 31 clusters Score -1.839939e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175998 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323339 members 
Mstep: Class 13 contains 23695 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321099 members 
Mstep: Class 18 contains 79335 members 
Mstep: Class 19 contains 51158 members 
Mstep: Class 20 contains 95315 members 
Mstep: Class 21 contains 91532 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8522 members 
Mstep: Class 24 contains 58189 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190953 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993840.000000 Penalty: 106334.703125
Iteration 409Q: 31 clusters Score -1.839938e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175995 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323335 members 
Mstep: Class 13 contains 23696 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321104 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95307 members 
Mstep: Class 21 contains 91530 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190961 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 106334.703125
Iteration 410Q: 31 clusters Score -1.839937e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175989 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323339 members 
Mstep: Class 13 contains 23696 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321100 members 
Mstep: Class 18 contains 79338 members 
Mstep: Class 19 contains 51160 members 
Mstep: Class 20 contains 95296 members 
Mstep: Class 21 contains 91534 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190971 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993584.000000 Penalty: 106334.703125
Iteration 411Q: 31 clusters Score -1.839936e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175981 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323345 members 
Mstep: Class 13 contains 23699 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321092 members 
Mstep: Class 18 contains 79341 members 
Mstep: Class 19 contains 51163 members 
Mstep: Class 20 contains 95289 members 
Mstep: Class 21 contains 91539 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8517 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190972 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993680.000000 Penalty: 106334.703125
Iteration 412Q: 31 clusters Score -1.839937e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175981 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323346 members 
Mstep: Class 13 contains 23700 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321087 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51164 members 
Mstep: Class 20 contains 95287 members 
Mstep: Class 21 contains 91546 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190963 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993728.000000 Penalty: 106334.703125
Iteration 413Q: 31 clusters Score -1.839937e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175980 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323343 members 
Mstep: Class 13 contains 23702 members 
Mstep: Class 14 contains 19512 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321088 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51164 members 
Mstep: Class 20 contains 95284 members 
Mstep: Class 21 contains 91548 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190967 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993792.000000 Penalty: 106334.703125
Iteration 414Q: 31 clusters Score -1.839938e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175976 members 
Mstep: Class 5 contains 35787 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323345 members 
Mstep: Class 13 contains 23703 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321089 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51165 members 
Mstep: Class 20 contains 95283 members 
Mstep: Class 21 contains 91549 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8514 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190964 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993792.000000 Penalty: 106334.703125
Iteration 415Q: 31 clusters Score -1.839938e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175973 members 
Mstep: Class 5 contains 35788 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323349 members 
Mstep: Class 13 contains 23705 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321088 members 
Mstep: Class 18 contains 79345 members 
Mstep: Class 19 contains 51166 members 
Mstep: Class 20 contains 95282 members 
Mstep: Class 21 contains 91549 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8509 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190966 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993760.000000 Penalty: 106334.703125
Iteration 416Q: 31 clusters Score -1.839938e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175971 members 
Mstep: Class 5 contains 35788 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323352 members 
Mstep: Class 13 contains 23704 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321091 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51167 members 
Mstep: Class 20 contains 95279 members 
Mstep: Class 21 contains 91555 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8504 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190966 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993664.000000 Penalty: 106334.703125
Iteration 417Q: 31 clusters Score -1.839937e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175968 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12634 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323355 members 
Mstep: Class 13 contains 23705 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321097 members 
Mstep: Class 18 contains 79345 members 
Mstep: Class 19 contains 51166 members 
Mstep: Class 20 contains 95267 members 
Mstep: Class 21 contains 91556 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8500 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190969 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 106334.703125
Iteration 418Q: 31 clusters Score -1.839936e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175967 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323341 members 
Mstep: Class 13 contains 23706 members 
Mstep: Class 14 contains 19517 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321107 members 
Mstep: Class 18 contains 79346 members 
Mstep: Class 19 contains 51169 members 
Mstep: Class 20 contains 95260 members 
Mstep: Class 21 contains 91558 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8498 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190972 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993536.000000 Penalty: 106334.703125
Iteration 419Q: 31 clusters Score -1.839935e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175967 members 
Mstep: Class 5 contains 35792 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323333 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 14 contains 19517 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321113 members 
Mstep: Class 18 contains 79346 members 
Mstep: Class 19 contains 51169 members 
Mstep: Class 20 contains 95259 members 
Mstep: Class 21 contains 91554 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190975 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993536.000000 Penalty: 106334.703125
Iteration 420F: 31 clusters Score -1.839935e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175965 members 
Mstep: Class 5 contains 35792 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323337 members 
Mstep: Class 13 contains 23707 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321117 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51170 members 
Mstep: Class 20 contains 95256 members 
Mstep: Class 21 contains 91551 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190977 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993552.000000 Penalty: 106334.703125
Iteration 421Q: 31 clusters Score -1.839936e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175961 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323333 members 
Mstep: Class 13 contains 23708 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321122 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 95257 members 
Mstep: Class 21 contains 91545 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8496 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190983 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 106334.703125
Iteration 422Q: 31 clusters Score -1.839936e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175956 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323341 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321115 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51173 members 
Mstep: Class 20 contains 95257 members 
Mstep: Class 21 contains 91541 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58191 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190991 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993488.000000 Penalty: 106334.703125
Iteration 423Q: 31 clusters Score -1.839935e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175952 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323338 members 
Mstep: Class 13 contains 23714 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321117 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 95255 members 
Mstep: Class 21 contains 91540 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 190996 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993504.000000 Penalty: 106334.703125
Iteration 424Q: 31 clusters Score -1.839935e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175949 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323343 members 
Mstep: Class 13 contains 23718 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321112 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 95253 members 
Mstep: Class 21 contains 91536 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8489 members 
Mstep: Class 24 contains 58189 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191001 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 106334.703125
Iteration 425Q: 31 clusters Score -1.839936e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175947 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323347 members 
Mstep: Class 13 contains 23722 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321107 members 
Mstep: Class 18 contains 79352 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 95249 members 
Mstep: Class 21 contains 91533 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8488 members 
Mstep: Class 24 contains 58187 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191008 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993616.000000 Penalty: 106334.703125
Iteration 426Q: 31 clusters Score -1.839936e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175949 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323345 members 
Mstep: Class 13 contains 23726 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321108 members 
Mstep: Class 18 contains 79354 members 
Mstep: Class 19 contains 51173 members 
Mstep: Class 20 contains 95248 members 
Mstep: Class 21 contains 91528 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8486 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191014 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 106334.703125
Iteration 427Q: 31 clusters Score -1.839936e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175957 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323352 members 
Mstep: Class 13 contains 23733 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321105 members 
Mstep: Class 18 contains 79352 members 
Mstep: Class 19 contains 51173 members 
Mstep: Class 20 contains 95247 members 
Mstep: Class 21 contains 91515 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8482 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191015 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993568.000000 Penalty: 106334.703125
Iteration 428Q: 31 clusters Score -1.839936e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175960 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323352 members 
Mstep: Class 13 contains 23740 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321102 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 95247 members 
Mstep: Class 21 contains 91508 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8480 members 
Mstep: Class 24 contains 58183 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191024 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 106334.703125
Iteration 429Q: 31 clusters Score -1.839937e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175962 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323345 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321114 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95245 members 
Mstep: Class 21 contains 91498 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8480 members 
Mstep: Class 24 contains 58182 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6193 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191029 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993696.000000 Penalty: 106334.703125
Iteration 430Q: 31 clusters Score -1.839937e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175965 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323339 members 
Mstep: Class 13 contains 23746 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321123 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51174 members 
Mstep: Class 20 contains 95234 members 
Mstep: Class 21 contains 91495 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8477 members 
Mstep: Class 24 contains 58180 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191037 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993776.000000 Penalty: 106334.703125
Iteration 431Q: 31 clusters Score -1.839938e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175962 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323316 members 
Mstep: Class 13 contains 23748 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 321145 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 95229 members 
Mstep: Class 21 contains 91495 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8479 members 
Mstep: Class 24 contains 58180 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191050 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 432Q: 31 clusters Score -1.839939e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175954 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323323 members 
Mstep: Class 13 contains 23750 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 321156 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 95220 members 
Mstep: Class 21 contains 91491 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8479 members 
Mstep: Class 24 contains 58181 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191054 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 433Q: 31 clusters Score -1.83994e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175951 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323316 members 
Mstep: Class 13 contains 23753 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 321167 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 95208 members 
Mstep: Class 21 contains 91489 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191059 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993840.000000 Penalty: 106334.703125
Iteration 434Q: 31 clusters Score -1.839938e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175948 members 
Mstep: Class 5 contains 35778 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323313 members 
Mstep: Class 13 contains 23757 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321174 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51177 members 
Mstep: Class 20 contains 95195 members 
Mstep: Class 21 contains 91490 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 58188 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191055 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 106334.703125
Iteration 435Q: 31 clusters Score -1.839939e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175944 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323329 members 
Mstep: Class 13 contains 23759 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 321178 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51178 members 
Mstep: Class 20 contains 95186 members 
Mstep: Class 21 contains 91491 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 58187 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191045 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993744.000000 Penalty: 106334.703125
Iteration 436Q: 31 clusters Score -1.839937e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175937 members 
Mstep: Class 5 contains 35777 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323337 members 
Mstep: Class 13 contains 23758 members 
Mstep: Class 14 contains 19519 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321188 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51177 members 
Mstep: Class 20 contains 95178 members 
Mstep: Class 21 contains 91494 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8475 members 
Mstep: Class 24 contains 58188 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191039 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 437Q: 31 clusters Score -1.839939e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175933 members 
Mstep: Class 5 contains 35775 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323347 members 
Mstep: Class 13 contains 23760 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321180 members 
Mstep: Class 18 contains 79353 members 
Mstep: Class 19 contains 51176 members 
Mstep: Class 20 contains 95176 members 
Mstep: Class 21 contains 91496 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8472 members 
Mstep: Class 24 contains 58186 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191038 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993888.000000 Penalty: 106334.703125
Iteration 438Q: 31 clusters Score -1.839939e+08 nChanged 96
Entering ConstructFrom: 
Score: -183993888.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 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 446 members 
Entering Unmasked Estep 
Score: -84319.781250 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84319.78 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -84845.773438 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84845.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85151.773438 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -85151.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85351.015625 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85351.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -85500.000000 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -85500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -85590.359375 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85590.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -85638.984375 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85638.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85660.585938 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85660.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -85676.937500 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85676.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85686.843750 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85686.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85691.726562 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85691.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85700.000000 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -85700.000000 Penalty: 3360.014893
	Iteration 12F: 3 clusters Score -85700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -44405.839844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -44405.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42946.355469 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -42946.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43111.679688 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -43111.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43169.968750 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -43169.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43193.449219 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -43193.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43209.972656 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -43209.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43225.882812 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -43225.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43241.964844 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -43241.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43247.960938 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -43247.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43251.300781 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -43251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43253.925781 Penalty: 3000.667969
	Iteration 9Q: 3 clusters Score -43253.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43261.855469 Penalty: 3000.667969
	Iteration 10Q: 3 clusters Score -43261.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43265.375000 Penalty: 3000.667969
	Iteration 11Q: 3 clusters Score -43265.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43267.464844 Penalty: 3000.667969
	Iteration 12Q: 3 clusters Score -43267.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43268.441406 Penalty: 3000.667969
	Iteration 13Q: 3 clusters Score -43268.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43268.441406 Penalty: 3000.667969
	Iteration 14F: 3 clusters Score -43268.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -956267.875000 Penalty: 2242.102783
	Iteration 0F: 2 clusters Score -956267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -949587.250000 Penalty: 4484.205566
	Iteration 0F: 3 clusters Score -949587.2 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -951520.125000 Penalty: 4484.205566
	Iteration 1F: 3 clusters Score -951520.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -951846.875000 Penalty: 4484.205566
	Iteration 2F: 3 clusters Score -951846.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -952121.187500 Penalty: 4484.205566
	Iteration 3F: 3 clusters Score -952121.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -952385.250000 Penalty: 4484.205566
	Iteration 4F: 3 clusters Score -952385.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -952712.937500 Penalty: 4484.205566
	Iteration 5F: 3 clusters Score -952712.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -953153.687500 Penalty: 4484.205566
	Iteration 6F: 3 clusters Score -953153.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -953597.500000 Penalty: 4484.205566
	Iteration 7F: 3 clusters Score -953597.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -954015.000000 Penalty: 4484.205566
	Iteration 8F: 3 clusters Score -954015 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -954348.000000 Penalty: 4484.205566
	Iteration 9Q: 3 clusters Score -954348 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -954547.375000 Penalty: 4484.205566
	Iteration 10Q: 3 clusters Score -954547.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -954665.250000 Penalty: 4484.205566
	Iteration 11Q: 3 clusters Score -954665.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -954723.687500 Penalty: 4484.205566
	Iteration 12Q: 3 clusters Score -954723.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -954757.187500 Penalty: 4484.205566
	Iteration 13Q: 3 clusters Score -954757.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -954777.937500 Penalty: 4484.205566
	Iteration 14Q: 3 clusters Score -954777.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -954790.812500 Penalty: 4484.205566
	Iteration 15Q: 3 clusters Score -954790.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -954804.750000 Penalty: 4484.205566
	Iteration 16Q: 3 clusters Score -954804.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -954809.937500 Penalty: 4484.205566
	Iteration 17Q: 3 clusters Score -954809.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -954813.062500 Penalty: 4484.205566
	Iteration 18Q: 3 clusters Score -954813.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -954818.125000 Penalty: 4484.205566
	Iteration 19Q: 3 clusters Score -954818.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -954821.875000 Penalty: 4484.205566
	Iteration 20F: 3 clusters Score -954821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -954820.250000 Penalty: 4484.205566
	Iteration 21Q: 3 clusters Score -954820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -954822.437500 Penalty: 4484.205566
	Iteration 22Q: 3 clusters Score -954822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -954823.312500 Penalty: 4484.205566
	Iteration 23Q: 3 clusters Score -954823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -954824.250000 Penalty: 4484.205566
	Iteration 24Q: 3 clusters Score -954824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -954824.937500 Penalty: 4484.205566
	Iteration 25Q: 3 clusters Score -954824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -954823.687500 Penalty: 4484.205566
	Iteration 26Q: 3 clusters Score -954823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -954829.562500 Penalty: 4484.205566
	Iteration 27Q: 3 clusters Score -954829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -954827.562500 Penalty: 4484.205566
	Iteration 28Q: 3 clusters Score -954827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -954828.312500 Penalty: 4484.205566
	Iteration 29Q: 3 clusters Score -954828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -954828.312500 Penalty: 4484.205566
	Iteration 30F: 3 clusters Score -954828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (175931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175931 members 
Entering Unmasked Estep 
Score: -20712910.000000 Penalty: 2995.306152
	Iteration 0F: 2 clusters Score -2.071291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -20595464.000000 Penalty: 5990.612305
	Iteration 0F: 3 clusters Score -2.059546e+07 nChanged 84334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -20645012.000000 Penalty: 5990.612305
	Iteration 1F: 3 clusters Score -2.064501e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -20646160.000000 Penalty: 5990.612305
	Iteration 2Q: 3 clusters Score -2.064616e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -20647854.000000 Penalty: 5990.612305
	Iteration 3Q: 3 clusters Score -2.064785e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -20650458.000000 Penalty: 5990.612305
	Iteration 4Q: 3 clusters Score -2.065046e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -20654996.000000 Penalty: 5990.612305
	Iteration 5F: 3 clusters Score -2.0655e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 122818 members 
Entering Unmasked Estep 
Score: -20663162.000000 Penalty: 5990.612305
	Iteration 6F: 3 clusters Score -2.066316e+07 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -20675384.000000 Penalty: 5990.612305
	Iteration 7F: 3 clusters Score -2.067538e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -20689676.000000 Penalty: 5990.612305
	Iteration 8F: 3 clusters Score -2.068968e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 161560 members 
Entering Unmasked Estep 
Score: -20700358.000000 Penalty: 5990.612305
	Iteration 9F: 3 clusters Score -2.070036e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 167426 members 
Entering Unmasked Estep 
Score: -20706084.000000 Penalty: 5990.612305
	Iteration 10Q: 3 clusters Score -2.070608e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -20708768.000000 Penalty: 5990.612305
	Iteration 11Q: 3 clusters Score -2.070877e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -20709966.000000 Penalty: 5990.612305
	Iteration 12Q: 3 clusters Score -2.070997e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -20710476.000000 Penalty: 5990.612305
	Iteration 13Q: 3 clusters Score -2.071048e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -20710776.000000 Penalty: 5990.612305
	Iteration 14Q: 3 clusters Score -2.071078e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -20710978.000000 Penalty: 5990.612305
	Iteration 15Q: 3 clusters Score -2.071098e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 172298 members 
Entering Unmasked Estep 
Score: -20711092.000000 Penalty: 5990.612305
	Iteration 16Q: 3 clusters Score -2.071109e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 172422 members 
Entering Unmasked Estep 
Score: -20711074.000000 Penalty: 5990.612305
	Iteration 17Q: 3 clusters Score -2.071107e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 172522 members 
Entering Unmasked Estep 
Score: -20711130.000000 Penalty: 5990.612305
	Iteration 18Q: 3 clusters Score -2.071113e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 172596 members 
Entering Unmasked Estep 
Score: -20711154.000000 Penalty: 5990.612305
	Iteration 19Q: 3 clusters Score -2.071115e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 172640 members 
Entering Unmasked Estep 
Score: -20711180.000000 Penalty: 5990.612305
	Iteration 20F: 3 clusters Score -2.071118e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -20711210.000000 Penalty: 5990.612305
	Iteration 21Q: 3 clusters Score -2.071121e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 172726 members 
Entering Unmasked Estep 
Score: -20711198.000000 Penalty: 5990.612305
	Iteration 22Q: 3 clusters Score -2.07112e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 172759 members 
Entering Unmasked Estep 
Score: -20711220.000000 Penalty: 5990.612305
	Iteration 23Q: 3 clusters Score -2.071122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 172789 members 
Entering Unmasked Estep 
Score: -20711246.000000 Penalty: 5990.612305
	Iteration 24Q: 3 clusters Score -2.071125e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -20711216.000000 Penalty: 5990.612305
	Iteration 25Q: 3 clusters Score -2.071122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 172875 members 
Entering Unmasked Estep 
Score: -20711242.000000 Penalty: 5990.612305
	Iteration 26Q: 3 clusters Score -2.071124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -20711270.000000 Penalty: 5990.612305
	Iteration 27Q: 3 clusters Score -2.071127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 172925 members 
Entering Unmasked Estep 
Score: -20711270.000000 Penalty: 5990.612305
	Iteration 28Q: 3 clusters Score -2.071127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -20711266.000000 Penalty: 5990.612305
	Iteration 29Q: 3 clusters Score -2.071127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -20711278.000000 Penalty: 5990.612305
	Iteration 30Q: 3 clusters Score -2.071128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 172966 members 
Entering Unmasked Estep 
Score: -20711276.000000 Penalty: 5990.612305
	Iteration 31Q: 3 clusters Score -2.071128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -20711272.000000 Penalty: 5990.612305
	Iteration 32Q: 3 clusters Score -2.071127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 172971 members 
Entering Unmasked Estep 
Score: -20711274.000000 Penalty: 5990.612305
	Iteration 33Q: 3 clusters Score -2.071127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 172978 members 
Entering Unmasked Estep 
Score: -20711274.000000 Penalty: 5990.612305
	Iteration 34Q: 3 clusters Score -2.071127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 172984 members 
Entering Unmasked Estep 
Score: -20711248.000000 Penalty: 5990.612305
	Iteration 35Q: 3 clusters Score -2.071125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 172993 members 
Entering Unmasked Estep 
Score: -20711242.000000 Penalty: 5990.612305
	Iteration 36Q: 3 clusters Score -2.071124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 173001 members 
Entering Unmasked Estep 
Score: -20711240.000000 Penalty: 5990.612305
	Iteration 37Q: 3 clusters Score -2.071124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -20711244.000000 Penalty: 5990.612305
	Iteration 38Q: 3 clusters Score -2.071124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -20711252.000000 Penalty: 5990.612305
	Iteration 39Q: 3 clusters Score -2.071125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -20711248.000000 Penalty: 5990.612305
	Iteration 40F: 3 clusters Score -2.071125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -20711256.000000 Penalty: 5990.612305
	Iteration 41Q: 3 clusters Score -2.071126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -20711248.000000 Penalty: 5990.612305
	Iteration 42Q: 3 clusters Score -2.071125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -20711250.000000 Penalty: 5990.612305
	Iteration 43Q: 3 clusters Score -2.071125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -20711258.000000 Penalty: 5990.612305
	Iteration 44Q: 3 clusters Score -2.071126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -20711258.000000 Penalty: 5990.612305
	Iteration 45F: 3 clusters Score -2.071126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Entering Unmasked Estep 
Score: -4264523.000000 Penalty: 2600.274170
	Iteration 0F: 2 clusters Score -4264523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4240360.500000 Penalty: 5200.548340
	Iteration 0F: 3 clusters Score -4240360 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4249111.500000 Penalty: 5200.548340
	Iteration 1F: 3 clusters Score -4249112 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4249686.000000 Penalty: 5200.548340
	Iteration 2Q: 3 clusters Score -4249686 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4250190.000000 Penalty: 5200.548340
	Iteration 3Q: 3 clusters Score -4250190 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -4250713.500000 Penalty: 5200.548340
	Iteration 4Q: 3 clusters Score -4250714 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4251209.500000 Penalty: 5200.548340
	Iteration 5Q: 3 clusters Score -4251210 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4251785.500000 Penalty: 5200.548340
	Iteration 6Q: 3 clusters Score -4251786 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4252432.000000 Penalty: 5200.548340
	Iteration 7Q: 3 clusters Score -4252432 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4253139.000000 Penalty: 5200.548340
	Iteration 8Q: 3 clusters Score -4253139 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4254067.500000 Penalty: 5200.548340
	Iteration 9Q: 3 clusters Score -4254068 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4255147.500000 Penalty: 5200.548340
	Iteration 10Q: 3 clusters Score -4255148 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4256302.500000 Penalty: 5200.548340
	Iteration 11F: 3 clusters Score -4256302 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4257183.000000 Penalty: 5200.548340
	Iteration 12Q: 3 clusters Score -4257183 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4257700.000000 Penalty: 5200.548340
	Iteration 13Q: 3 clusters Score -4257700 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4257969.500000 Penalty: 5200.548340
	Iteration 14Q: 3 clusters Score -4257970 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4258133.000000 Penalty: 5200.548340
	Iteration 15Q: 3 clusters Score -4258133 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4258236.500000 Penalty: 5200.548340
	Iteration 16Q: 3 clusters Score -4258236 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4258371.000000 Penalty: 5200.548340
	Iteration 17Q: 3 clusters Score -4258371 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4258457.500000 Penalty: 5200.548340
	Iteration 18Q: 3 clusters Score -4258458 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4258541.000000 Penalty: 5200.548340
	Iteration 19Q: 3 clusters Score -4258541 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4258589.500000 Penalty: 5200.548340
	Iteration 20F: 3 clusters Score -4258590 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4258651.000000 Penalty: 5200.548340
	Iteration 21Q: 3 clusters Score -4258651 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4258684.500000 Penalty: 5200.548340
	Iteration 22Q: 3 clusters Score -4258684 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4258743.500000 Penalty: 5200.548340
	Iteration 23Q: 3 clusters Score -4258744 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4258778.500000 Penalty: 5200.548340
	Iteration 24Q: 3 clusters Score -4258778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4258830.500000 Penalty: 5200.548340
	Iteration 25Q: 3 clusters Score -4258830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4258891.000000 Penalty: 5200.548340
	Iteration 26Q: 3 clusters Score -4258891 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4258945.000000 Penalty: 5200.548340
	Iteration 27Q: 3 clusters Score -4258945 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4259016.500000 Penalty: 5200.548340
	Iteration 28Q: 3 clusters Score -4259016 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4259098.500000 Penalty: 5200.548340
	Iteration 29Q: 3 clusters Score -4259098 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -4259140.000000 Penalty: 5200.548340
	Iteration 30Q: 3 clusters Score -4259140 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4259193.500000 Penalty: 5200.548340
	Iteration 31Q: 3 clusters Score -4259194 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4259256.500000 Penalty: 5200.548340
	Iteration 32Q: 3 clusters Score -4259256 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4259299.500000 Penalty: 5200.548340
	Iteration 33Q: 3 clusters Score -4259300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4259334.500000 Penalty: 5200.548340
	Iteration 34Q: 3 clusters Score -4259334 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4259379.000000 Penalty: 5200.548340
	Iteration 35Q: 3 clusters Score -4259379 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4259435.000000 Penalty: 5200.548340
	Iteration 36Q: 3 clusters Score -4259435 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4259497.000000 Penalty: 5200.548340
	Iteration 37Q: 3 clusters Score -4259497 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4259540.000000 Penalty: 5200.548340
	Iteration 38Q: 3 clusters Score -4259540 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4259595.000000 Penalty: 5200.548340
	Iteration 39Q: 3 clusters Score -4259595 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -4259633.000000 Penalty: 5200.548340
	Iteration 40F: 3 clusters Score -4259633 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4259661.000000 Penalty: 5200.548340
	Iteration 41Q: 3 clusters Score -4259661 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4259685.000000 Penalty: 5200.548340
	Iteration 42Q: 3 clusters Score -4259685 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4259729.500000 Penalty: 5200.548340
	Iteration 43Q: 3 clusters Score -4259730 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4259767.000000 Penalty: 5200.548340
	Iteration 44Q: 3 clusters Score -4259767 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4259799.500000 Penalty: 5200.548340
	Iteration 45Q: 3 clusters Score -4259800 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4259826.500000 Penalty: 5200.548340
	Iteration 46Q: 3 clusters Score -4259826 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4259860.000000 Penalty: 5200.548340
	Iteration 47Q: 3 clusters Score -4259860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -4259891.000000 Penalty: 5200.548340
	Iteration 48Q: 3 clusters Score -4259891 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4259924.000000 Penalty: 5200.548340
	Iteration 49Q: 3 clusters Score -4259924 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4259971.000000 Penalty: 5200.548340
	Iteration 50Q: 3 clusters Score -4259971 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4260010.000000 Penalty: 5200.548340
	Iteration 51Q: 3 clusters Score -4260010 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4260057.500000 Penalty: 5200.548340
	Iteration 52Q: 3 clusters Score -4260058 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4260104.000000 Penalty: 5200.548340
	Iteration 53Q: 3 clusters Score -4260104 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4260147.000000 Penalty: 5200.548340
	Iteration 54Q: 3 clusters Score -4260147 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4260224.500000 Penalty: 5200.548340
	Iteration 55Q: 3 clusters Score -4260224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4260276.500000 Penalty: 5200.548340
	Iteration 56Q: 3 clusters Score -4260276 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4260333.500000 Penalty: 5200.548340
	Iteration 57Q: 3 clusters Score -4260334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4260381.500000 Penalty: 5200.548340
	Iteration 58Q: 3 clusters Score -4260382 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4260435.500000 Penalty: 5200.548340
	Iteration 59Q: 3 clusters Score -4260436 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4260509.000000 Penalty: 5200.548340
	Iteration 60F: 3 clusters Score -4260509 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4260568.000000 Penalty: 5200.548340
	Iteration 61Q: 3 clusters Score -4260568 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4260617.500000 Penalty: 5200.548340
	Iteration 62Q: 3 clusters Score -4260618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4260693.500000 Penalty: 5200.548340
	Iteration 63Q: 3 clusters Score -4260694 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4260763.000000 Penalty: 5200.548340
	Iteration 64Q: 3 clusters Score -4260763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -4260831.500000 Penalty: 5200.548340
	Iteration 65Q: 3 clusters Score -4260832 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4260891.500000 Penalty: 5200.548340
	Iteration 66Q: 3 clusters Score -4260892 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4260975.000000 Penalty: 5200.548340
	Iteration 67Q: 3 clusters Score -4260975 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4261034.500000 Penalty: 5200.548340
	Iteration 68Q: 3 clusters Score -4261034 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4261077.500000 Penalty: 5200.548340
	Iteration 69Q: 3 clusters Score -4261078 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4261129.000000 Penalty: 5200.548340
	Iteration 70Q: 3 clusters Score -4261129 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4261198.500000 Penalty: 5200.548340
	Iteration 71Q: 3 clusters Score -4261198 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4261240.500000 Penalty: 5200.548340
	Iteration 72Q: 3 clusters Score -4261240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4261280.500000 Penalty: 5200.548340
	Iteration 73Q: 3 clusters Score -4261280 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4261323.500000 Penalty: 5200.548340
	Iteration 74Q: 3 clusters Score -4261324 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4261351.500000 Penalty: 5200.548340
	Iteration 75Q: 3 clusters Score -4261352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4261393.500000 Penalty: 5200.548340
	Iteration 76Q: 3 clusters Score -4261394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4261420.500000 Penalty: 5200.548340
	Iteration 77Q: 3 clusters Score -4261420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4261466.000000 Penalty: 5200.548340
	Iteration 78Q: 3 clusters Score -4261466 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4261483.000000 Penalty: 5200.548340
	Iteration 79Q: 3 clusters Score -4261483 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4261516.000000 Penalty: 5200.548340
	Iteration 80F: 3 clusters Score -4261516 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4261568.000000 Penalty: 5200.548340
	Iteration 81Q: 3 clusters Score -4261568 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4261618.000000 Penalty: 5200.548340
	Iteration 82Q: 3 clusters Score -4261618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -4261661.000000 Penalty: 5200.548340
	Iteration 83Q: 3 clusters Score -4261661 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 5200.548340
	Iteration 84Q: 3 clusters Score -4261709 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4261761.000000 Penalty: 5200.548340
	Iteration 85Q: 3 clusters Score -4261761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4261792.500000 Penalty: 5200.548340
	Iteration 86Q: 3 clusters Score -4261792 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4261819.000000 Penalty: 5200.548340
	Iteration 87Q: 3 clusters Score -4261819 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4261831.500000 Penalty: 5200.548340
	Iteration 88Q: 3 clusters Score -4261832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4261857.500000 Penalty: 5200.548340
	Iteration 89Q: 3 clusters Score -4261858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4261871.000000 Penalty: 5200.548340
	Iteration 90Q: 3 clusters Score -4261871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4261907.000000 Penalty: 5200.548340
	Iteration 91Q: 3 clusters Score -4261907 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4261912.500000 Penalty: 5200.548340
	Iteration 92Q: 3 clusters Score -4261912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4261945.000000 Penalty: 5200.548340
	Iteration 93Q: 3 clusters Score -4261945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4261962.500000 Penalty: 5200.548340
	Iteration 94Q: 3 clusters Score -4261962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4261962.500000 Penalty: 5200.548340
	Iteration 95Q: 3 clusters Score -4261962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4261975.000000 Penalty: 5200.548340
	Iteration 96Q: 3 clusters Score -4261975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4261993.500000 Penalty: 5200.548340
	Iteration 97Q: 3 clusters Score -4261994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4262009.000000 Penalty: 5200.548340
	Iteration 98Q: 3 clusters Score -4262009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4262027.000000 Penalty: 5200.548340
	Iteration 99Q: 3 clusters Score -4262027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4262041.500000 Penalty: 5200.548340
	Iteration 100F: 3 clusters Score -4262042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4262046.000000 Penalty: 5200.548340
	Iteration 101Q: 3 clusters Score -4262046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4262053.000000 Penalty: 5200.548340
	Iteration 102Q: 3 clusters Score -4262053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4262062.500000 Penalty: 5200.548340
	Iteration 103Q: 3 clusters Score -4262062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4262068.500000 Penalty: 5200.548340
	Iteration 104Q: 3 clusters Score -4262068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4262081.500000 Penalty: 5200.548340
	Iteration 105Q: 3 clusters Score -4262082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4262087.500000 Penalty: 5200.548340
	Iteration 106Q: 3 clusters Score -4262088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4262089.500000 Penalty: 5200.548340
	Iteration 107Q: 3 clusters Score -4262090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4262086.500000 Penalty: 5200.548340
	Iteration 108Q: 3 clusters Score -4262086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4262084.000000 Penalty: 5200.548340
	Iteration 109Q: 3 clusters Score -4262084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4262081.500000 Penalty: 5200.548340
	Iteration 110Q: 3 clusters Score -4262082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4262094.500000 Penalty: 5200.548340
	Iteration 111Q: 3 clusters Score -4262094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4262098.500000 Penalty: 5200.548340
	Iteration 112Q: 3 clusters Score -4262098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4262104.000000 Penalty: 5200.548340
	Iteration 113Q: 3 clusters Score -4262104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4262111.000000 Penalty: 5200.548340
	Iteration 114Q: 3 clusters Score -4262111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4262113.500000 Penalty: 5200.548340
	Iteration 115Q: 3 clusters Score -4262114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4262119.000000 Penalty: 5200.548340
	Iteration 116Q: 3 clusters Score -4262119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4262136.000000 Penalty: 5200.548340
	Iteration 117Q: 3 clusters Score -4262136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4262127.000000 Penalty: 5200.548340
	Iteration 118Q: 3 clusters Score -4262127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4262139.000000 Penalty: 5200.548340
	Iteration 119Q: 3 clusters Score -4262139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4262139.000000 Penalty: 5200.548340
	Iteration 120F: 3 clusters Score -4262139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4262147.000000 Penalty: 5200.548340
	Iteration 121Q: 3 clusters Score -4262147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4262153.000000 Penalty: 5200.548340
	Iteration 122Q: 3 clusters Score -4262153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4262162.500000 Penalty: 5200.548340
	Iteration 123Q: 3 clusters Score -4262162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4262166.500000 Penalty: 5200.548340
	Iteration 124Q: 3 clusters Score -4262166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4262173.500000 Penalty: 5200.548340
	Iteration 125Q: 3 clusters Score -4262174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4262186.000000 Penalty: 5200.548340
	Iteration 126Q: 3 clusters Score -4262186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4262196.500000 Penalty: 5200.548340
	Iteration 127Q: 3 clusters Score -4262196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4262204.000000 Penalty: 5200.548340
	Iteration 128Q: 3 clusters Score -4262204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4262218.500000 Penalty: 5200.548340
	Iteration 129Q: 3 clusters Score -4262218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4262218.500000 Penalty: 5200.548340
	Iteration 130Q: 3 clusters Score -4262218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4262236.500000 Penalty: 5200.548340
	Iteration 131Q: 3 clusters Score -4262236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4262245.500000 Penalty: 5200.548340
	Iteration 132Q: 3 clusters Score -4262246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4262261.000000 Penalty: 5200.548340
	Iteration 133Q: 3 clusters Score -4262261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4262275.000000 Penalty: 5200.548340
	Iteration 134Q: 3 clusters Score -4262275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4262286.000000 Penalty: 5200.548340
	Iteration 135Q: 3 clusters Score -4262286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4262300.000000 Penalty: 5200.548340
	Iteration 136Q: 3 clusters Score -4262300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4262306.000000 Penalty: 5200.548340
	Iteration 137Q: 3 clusters Score -4262306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4262311.000000 Penalty: 5200.548340
	Iteration 138Q: 3 clusters Score -4262311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4262326.500000 Penalty: 5200.548340
	Iteration 139Q: 3 clusters Score -4262326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4262324.000000 Penalty: 5200.548340
	Iteration 140F: 3 clusters Score -4262324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4262333.000000 Penalty: 5200.548340
	Iteration 141Q: 3 clusters Score -4262333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4262341.000000 Penalty: 5200.548340
	Iteration 142Q: 3 clusters Score -4262341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4262344.500000 Penalty: 5200.548340
	Iteration 143Q: 3 clusters Score -4262344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4262345.000000 Penalty: 5200.548340
	Iteration 144Q: 3 clusters Score -4262345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4262345.000000 Penalty: 5200.548340
	Iteration 145Q: 3 clusters Score -4262345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4262347.000000 Penalty: 5200.548340
	Iteration 146Q: 3 clusters Score -4262347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4262345.000000 Penalty: 5200.548340
	Iteration 147Q: 3 clusters Score -4262345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4262344.000000 Penalty: 5200.548340
	Iteration 148Q: 3 clusters Score -4262344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4262344.500000 Penalty: 5200.548340
	Iteration 149Q: 3 clusters Score -4262344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4262347.500000 Penalty: 5200.548340
	Iteration 150Q: 3 clusters Score -4262348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4262346.500000 Penalty: 5200.548340
	Iteration 151Q: 3 clusters Score -4262346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4262348.500000 Penalty: 5200.548340
	Iteration 152Q: 3 clusters Score -4262348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4262350.000000 Penalty: 5200.548340
	Iteration 153Q: 3 clusters Score -4262350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4262351.000000 Penalty: 5200.548340
	Iteration 154Q: 3 clusters Score -4262351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4262349.500000 Penalty: 5200.548340
	Iteration 155Q: 3 clusters Score -4262350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4262351.500000 Penalty: 5200.548340
	Iteration 156Q: 3 clusters Score -4262352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4262359.500000 Penalty: 5200.548340
	Iteration 157Q: 3 clusters Score -4262360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4262359.000000 Penalty: 5200.548340
	Iteration 158Q: 3 clusters Score -4262359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4262361.000000 Penalty: 5200.548340
	Iteration 159Q: 3 clusters Score -4262361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4262361.500000 Penalty: 5200.548340
	Iteration 160F: 3 clusters Score -4262362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4262355.000000 Penalty: 5200.548340
	Iteration 161Q: 3 clusters Score -4262355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4262355.000000 Penalty: 5200.548340
	Iteration 162Q: 3 clusters Score -4262355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4262360.000000 Penalty: 5200.548340
	Iteration 163Q: 3 clusters Score -4262360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4262360.500000 Penalty: 5200.548340
	Iteration 164Q: 3 clusters Score -4262360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4262359.500000 Penalty: 5200.548340
	Iteration 165Q: 3 clusters Score -4262360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4262359.500000 Penalty: 5200.548340
	Iteration 166Q: 3 clusters Score -4262360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4262365.500000 Penalty: 5200.548340
	Iteration 167Q: 3 clusters Score -4262366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4262361.000000 Penalty: 5200.548340
	Iteration 168Q: 3 clusters Score -4262361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4262364.000000 Penalty: 5200.548340
	Iteration 169Q: 3 clusters Score -4262364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4262365.000000 Penalty: 5200.548340
	Iteration 170Q: 3 clusters Score -4262365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4262365.000000 Penalty: 5200.548340
	Iteration 171F: 3 clusters Score -4262365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -148339.468750 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -148339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146171.703125 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -146171.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -146526.859375 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -146526.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -146630.125000 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -146630.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -146682.921875 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -146682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -146717.484375 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -146717.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -146749.234375 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -146749.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146770.703125 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -146770.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -146786.125000 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -146786.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146800.906250 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -146800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -146813.906250 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -146813.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146831.750000 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -146831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -146849.484375 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -146849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -146873.046875 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -146873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146908.359375 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -146908.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -146944.390625 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -146944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146979.546875 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -146979.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147010.718750 Penalty: 3568.440674
	Iteration 16Q: 3 clusters Score -147010.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -147054.812500 Penalty: 3568.440674
	Iteration 17Q: 3 clusters Score -147054.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147102.796875 Penalty: 3568.440674
	Iteration 18Q: 3 clusters Score -147102.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147149.734375 Penalty: 3568.440674
	Iteration 19Q: 3 clusters Score -147149.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147213.531250 Penalty: 3568.440674
	Iteration 20F: 3 clusters Score -147213.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -147291.656250 Penalty: 3568.440674
	Iteration 21Q: 3 clusters Score -147291.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147369.328125 Penalty: 3568.440674
	Iteration 22Q: 3 clusters Score -147369.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147434.500000 Penalty: 3568.440674
	Iteration 23Q: 3 clusters Score -147434.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147472.703125 Penalty: 3568.440674
	Iteration 24Q: 3 clusters Score -147472.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147504.031250 Penalty: 3568.440674
	Iteration 25Q: 3 clusters Score -147504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147523.328125 Penalty: 3568.440674
	Iteration 26Q: 3 clusters Score -147523.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -147545.187500 Penalty: 3568.440674
	Iteration 27Q: 3 clusters Score -147545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147559.546875 Penalty: 3568.440674
	Iteration 28Q: 3 clusters Score -147559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147565.890625 Penalty: 3568.440674
	Iteration 29Q: 3 clusters Score -147565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147568.171875 Penalty: 3568.440674
	Iteration 30Q: 3 clusters Score -147568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147568.906250 Penalty: 3568.440674
	Iteration 31Q: 3 clusters Score -147568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147572.406250 Penalty: 3568.440674
	Iteration 32Q: 3 clusters Score -147572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147574.343750 Penalty: 3568.440674
	Iteration 33Q: 3 clusters Score -147574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147576.718750 Penalty: 3568.440674
	Iteration 34Q: 3 clusters Score -147576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147577.000000 Penalty: 3568.440674
	Iteration 35Q: 3 clusters Score -147577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147577.468750 Penalty: 3568.440674
	Iteration 36Q: 3 clusters Score -147577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147578.625000 Penalty: 3568.440674
	Iteration 37Q: 3 clusters Score -147578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147579.875000 Penalty: 3568.440674
	Iteration 38Q: 3 clusters Score -147579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147579.875000 Penalty: 3568.440674
	Iteration 39F: 3 clusters Score -147579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -275665.656250 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -275665.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -272719.125000 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -272719.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -273494.500000 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -273494.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -273759.812500 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -273759.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -273956.468750 Penalty: 3903.981201
	Iteration 3F: 3 clusters Score -273956.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274165.781250 Penalty: 3903.981201
	Iteration 4F: 3 clusters Score -274165.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -274452.968750 Penalty: 3903.981201
	Iteration 5F: 3 clusters Score -274453 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -274930.531250 Penalty: 3903.981201
	Iteration 6F: 3 clusters Score -274930.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -275430.281250 Penalty: 3903.981201
	Iteration 7F: 3 clusters Score -275430.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -275728.000000 Penalty: 3903.981201
	Iteration 8F: 3 clusters Score -275728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -275880.093750 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -275880.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275948.812500 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -275948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -275976.812500 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -275976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -275990.468750 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -275990.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -276001.625000 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -276001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276007.812500 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -276007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276010.843750 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -276010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -276012.843750 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -276012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -276015.093750 Penalty: 3903.981201
	Iteration 17F: 3 clusters Score -276015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -276020.375000 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -276020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -276032.187500 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -276032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -276058.062500 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -276058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -276124.125000 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -276124.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276152.750000 Penalty: 3903.981201
	Iteration 22Q: 3 clusters Score -276152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -276167.500000 Penalty: 3903.981201
	Iteration 23Q: 3 clusters Score -276167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -276171.062500 Penalty: 3903.981201
	Iteration 24Q: 3 clusters Score -276171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276172.343750 Penalty: 3903.981201
	Iteration 25Q: 3 clusters Score -276172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276172.343750 Penalty: 3903.981201
	Iteration 26F: 3 clusters Score -276172.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175931 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323346 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321181 members 
Mstep: Class 18 contains 79355 members 
Mstep: Class 19 contains 51175 members 
Mstep: Class 20 contains 95169 members 
Mstep: Class 21 contains 91499 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8470 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191042 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1141 members 
Entering Unmasked Estep 
Score: -183993040.000000 Penalty: 109879.187500
Splitting cluster 7 changes total score from -183993888.000000 to -183993040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Entering Unmasked Estep 
Score: -1373695.125000 Penalty: 2342.403320
	Iteration 0F: 2 clusters Score -1373695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1364353.000000 Penalty: 4684.806641
	Iteration 0F: 3 clusters Score -1364353 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1367450.375000 Penalty: 4684.806641
	Iteration 1F: 3 clusters Score -1367450 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1368191.250000 Penalty: 4684.806641
	Iteration 2F: 3 clusters Score -1368191 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1368835.000000 Penalty: 4684.806641
	Iteration 3F: 3 clusters Score -1368835 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1369298.750000 Penalty: 4684.806641
	Iteration 4F: 3 clusters Score -1369299 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1369668.125000 Penalty: 4684.806641
	Iteration 5F: 3 clusters Score -1369668 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1369950.125000 Penalty: 4684.806641
	Iteration 6Q: 3 clusters Score -1369950 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1370216.125000 Penalty: 4684.806641
	Iteration 7Q: 3 clusters Score -1370216 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1370432.625000 Penalty: 4684.806641
	Iteration 8Q: 3 clusters Score -1370433 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1370664.000000 Penalty: 4684.806641
	Iteration 9Q: 3 clusters Score -1370664 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1370868.000000 Penalty: 4684.806641
	Iteration 10Q: 3 clusters Score -1370868 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1371065.000000 Penalty: 4684.806641
	Iteration 11Q: 3 clusters Score -1371065 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1371228.375000 Penalty: 4684.806641
	Iteration 12Q: 3 clusters Score -1371228 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1371368.125000 Penalty: 4684.806641
	Iteration 13Q: 3 clusters Score -1371368 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1371474.000000 Penalty: 4684.806641
	Iteration 14Q: 3 clusters Score -1371474 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1371567.875000 Penalty: 4684.806641
	Iteration 15Q: 3 clusters Score -1371568 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1371636.250000 Penalty: 4684.806641
	Iteration 16Q: 3 clusters Score -1371636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1371691.250000 Penalty: 4684.806641
	Iteration 17Q: 3 clusters Score -1371691 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1371741.625000 Penalty: 4684.806641
	Iteration 18Q: 3 clusters Score -1371742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1371789.250000 Penalty: 4684.806641
	Iteration 19Q: 3 clusters Score -1371789 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1371825.500000 Penalty: 4684.806641
	Iteration 20F: 3 clusters Score -1371826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1371870.250000 Penalty: 4684.806641
	Iteration 21Q: 3 clusters Score -1371870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1371908.750000 Penalty: 4684.806641
	Iteration 22Q: 3 clusters Score -1371909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1371939.250000 Penalty: 4684.806641
	Iteration 23Q: 3 clusters Score -1371939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1371966.250000 Penalty: 4684.806641
	Iteration 24Q: 3 clusters Score -1371966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1372003.750000 Penalty: 4684.806641
	Iteration 25Q: 3 clusters Score -1372004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1372048.875000 Penalty: 4684.806641
	Iteration 26Q: 3 clusters Score -1372049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1372100.375000 Penalty: 4684.806641
	Iteration 27Q: 3 clusters Score -1372100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1372146.500000 Penalty: 4684.806641
	Iteration 28Q: 3 clusters Score -1372146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1372186.000000 Penalty: 4684.806641
	Iteration 29Q: 3 clusters Score -1372186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1372231.375000 Penalty: 4684.806641
	Iteration 30Q: 3 clusters Score -1372231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1372271.625000 Penalty: 4684.806641
	Iteration 31Q: 3 clusters Score -1372272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1372328.750000 Penalty: 4684.806641
	Iteration 32Q: 3 clusters Score -1372329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1372388.750000 Penalty: 4684.806641
	Iteration 33Q: 3 clusters Score -1372389 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1372460.625000 Penalty: 4684.806641
	Iteration 34Q: 3 clusters Score -1372461 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1372527.625000 Penalty: 4684.806641
	Iteration 35Q: 3 clusters Score -1372528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1372591.250000 Penalty: 4684.806641
	Iteration 36Q: 3 clusters Score -1372591 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1372658.500000 Penalty: 4684.806641
	Iteration 37Q: 3 clusters Score -1372658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1372717.000000 Penalty: 4684.806641
	Iteration 38Q: 3 clusters Score -1372717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1372773.500000 Penalty: 4684.806641
	Iteration 39Q: 3 clusters Score -1372774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1372839.125000 Penalty: 4684.806641
	Iteration 40F: 3 clusters Score -1372839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1372880.125000 Penalty: 4684.806641
	Iteration 41Q: 3 clusters Score -1372880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1372926.250000 Penalty: 4684.806641
	Iteration 42Q: 3 clusters Score -1372926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1372981.625000 Penalty: 4684.806641
	Iteration 43Q: 3 clusters Score -1372982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1373047.750000 Penalty: 4684.806641
	Iteration 44Q: 3 clusters Score -1373048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1373132.500000 Penalty: 4684.806641
	Iteration 45Q: 3 clusters Score -1373132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1373202.250000 Penalty: 4684.806641
	Iteration 46Q: 3 clusters Score -1373202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1373280.000000 Penalty: 4684.806641
	Iteration 47Q: 3 clusters Score -1373280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1373355.875000 Penalty: 4684.806641
	Iteration 48Q: 3 clusters Score -1373356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1373397.875000 Penalty: 4684.806641
	Iteration 49Q: 3 clusters Score -1373398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1373426.625000 Penalty: 4684.806641
	Iteration 50Q: 3 clusters Score -1373427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1373435.500000 Penalty: 4684.806641
	Iteration 51Q: 3 clusters Score -1373436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1373435.750000 Penalty: 4684.806641
	Iteration 52Q: 3 clusters Score -1373436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1373435.750000 Penalty: 4684.806641
	Iteration 53F: 3 clusters Score -1373436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50551.046875 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50551.05 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50728.367188 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50728.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50747.277344 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50747.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50760.429688 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50760.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50765.824219 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50765.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50767.296875 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -50767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50767.296875 Penalty: 3075.452393
	Iteration 6F: 3 clusters Score -50767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Entering Unmasked Estep 
Score: -9750083.000000 Penalty: 2811.277100
	Iteration 0F: 2 clusters Score -9750083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -9693924.000000 Penalty: 5622.554199
	Iteration 0F: 3 clusters Score -9693924 nChanged 39458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9716458.000000 Penalty: 5622.554199
	Iteration 1F: 3 clusters Score -9716458 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -9717768.000000 Penalty: 5622.554199
	Iteration 2Q: 3 clusters Score -9717768 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -9719906.000000 Penalty: 5622.554199
	Iteration 3F: 3 clusters Score -9719906 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -9723245.000000 Penalty: 5622.554199
	Iteration 4F: 3 clusters Score -9723245 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -9728100.000000 Penalty: 5622.554199
	Iteration 5F: 3 clusters Score -9728100 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -9733356.000000 Penalty: 5622.554199
	Iteration 6F: 3 clusters Score -9733356 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -9737613.000000 Penalty: 5622.554199
	Iteration 7F: 3 clusters Score -9737613 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -9741020.000000 Penalty: 5622.554199
	Iteration 8F: 3 clusters Score -9741020 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -9743241.000000 Penalty: 5622.554199
	Iteration 9Q: 3 clusters Score -9743241 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -9745036.000000 Penalty: 5622.554199
	Iteration 10Q: 3 clusters Score -9745036 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -9746232.000000 Penalty: 5622.554199
	Iteration 11Q: 3 clusters Score -9746232 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -9746999.000000 Penalty: 5622.554199
	Iteration 12Q: 3 clusters Score -9746999 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9747484.000000 Penalty: 5622.554199
	Iteration 13Q: 3 clusters Score -9747484 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9747812.000000 Penalty: 5622.554199
	Iteration 14Q: 3 clusters Score -9747812 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -9748003.000000 Penalty: 5622.554199
	Iteration 15Q: 3 clusters Score -9748003 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9748118.000000 Penalty: 5622.554199
	Iteration 16Q: 3 clusters Score -9748118 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9748241.000000 Penalty: 5622.554199
	Iteration 17Q: 3 clusters Score -9748241 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9748302.000000 Penalty: 5622.554199
	Iteration 18Q: 3 clusters Score -9748302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9748346.000000 Penalty: 5622.554199
	Iteration 19Q: 3 clusters Score -9748346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9748392.000000 Penalty: 5622.554199
	Iteration 20F: 3 clusters Score -9748392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9748410.000000 Penalty: 5622.554199
	Iteration 21Q: 3 clusters Score -9748410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9748430.000000 Penalty: 5622.554199
	Iteration 22Q: 3 clusters Score -9748430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9748443.000000 Penalty: 5622.554199
	Iteration 23Q: 3 clusters Score -9748443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9748428.000000 Penalty: 5622.554199
	Iteration 24Q: 3 clusters Score -9748428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9748436.000000 Penalty: 5622.554199
	Iteration 25Q: 3 clusters Score -9748436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9748434.000000 Penalty: 5622.554199
	Iteration 26Q: 3 clusters Score -9748434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9748429.000000 Penalty: 5622.554199
	Iteration 27Q: 3 clusters Score -9748429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9748422.000000 Penalty: 5622.554199
	Iteration 28Q: 3 clusters Score -9748422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9748441.000000 Penalty: 5622.554199
	Iteration 29Q: 3 clusters Score -9748441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9748448.000000 Penalty: 5622.554199
	Iteration 30Q: 3 clusters Score -9748448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9748448.000000 Penalty: 5622.554199
	Iteration 31Q: 3 clusters Score -9748448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9748456.000000 Penalty: 5622.554199
	Iteration 32Q: 3 clusters Score -9748456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9748452.000000 Penalty: 5622.554199
	Iteration 33Q: 3 clusters Score -9748452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9748458.000000 Penalty: 5622.554199
	Iteration 34Q: 3 clusters Score -9748458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9748452.000000 Penalty: 5622.554199
	Iteration 35Q: 3 clusters Score -9748452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9748454.000000 Penalty: 5622.554199
	Iteration 36Q: 3 clusters Score -9748454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9748443.000000 Penalty: 5622.554199
	Iteration 37Q: 3 clusters Score -9748443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9748445.000000 Penalty: 5622.554199
	Iteration 38Q: 3 clusters Score -9748445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9748445.000000 Penalty: 5622.554199
	Iteration 39F: 3 clusters Score -9748445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141678.765625 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141678.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142179.156250 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142179.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142449.375000 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142449.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142876.000000 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -142876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -143577.343750 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -143577.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -143960.609375 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -143960.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -144059.187500 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -144059.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -144086.875000 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -144086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -144102.093750 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -144102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -144113.015625 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -144113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -144119.093750 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -144119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -144119.093750 Penalty: 3554.468018
	Iteration 11F: 3 clusters Score -144119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175931 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 323346 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321181 members 
Mstep: Class 18 contains 79355 members 
Mstep: Class 19 contains 51175 members 
Mstep: Class 20 contains 95169 members 
Mstep: Class 21 contains 91499 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8470 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191042 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 212 members 
Entering Unmasked Estep 
Score: -183991616.000000 Penalty: 109879.187500
Splitting cluster 11 changes total score from -183993888.000000 to -183991616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (323346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323346 members 
Entering Unmasked Estep 
Score: -37938464.000000 Penalty: 3146.246582
	Iteration 0F: 2 clusters Score -3.793846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -37733076.000000 Penalty: 6292.493164
	Iteration 0F: 3 clusters Score -3.773308e+07 nChanged 157005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -37826356.000000 Penalty: 6292.493164
	Iteration 1F: 3 clusters Score -3.782636e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -37827360.000000 Penalty: 6292.493164
	Iteration 2Q: 3 clusters Score -3.782736e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175854 members 
Mstep: Class 2 contains 147492 members 
Entering Unmasked Estep 
Score: -37829648.000000 Penalty: 6292.493164
	Iteration 3Q: 3 clusters Score -3.782965e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183563 members 
Mstep: Class 2 contains 139783 members 
Entering Unmasked Estep 
Score: -37832728.000000 Penalty: 6292.493164
	Iteration 4Q: 3 clusters Score -3.783273e+07 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194679 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -37838896.000000 Penalty: 6292.493164
	Iteration 5Q: 3 clusters Score -3.78389e+07 nChanged 17422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209769 members 
Mstep: Class 2 contains 113577 members 
Entering Unmasked Estep 
Score: -37848760.000000 Penalty: 6292.493164
	Iteration 6F: 3 clusters Score -3.784876e+07 nChanged 20067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227394 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -37862952.000000 Penalty: 6292.493164
	Iteration 7F: 3 clusters Score -3.786295e+07 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244667 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -37878996.000000 Penalty: 6292.493164
	Iteration 8F: 3 clusters Score -3.7879e+07 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258001 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -37893872.000000 Penalty: 6292.493164
	Iteration 9F: 3 clusters Score -3.789387e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266190 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -37904300.000000 Penalty: 6292.493164
	Iteration 10Q: 3 clusters Score -3.79043e+07 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270681 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -37910604.000000 Penalty: 6292.493164
	Iteration 11Q: 3 clusters Score -3.79106e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273364 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -37914108.000000 Penalty: 6292.493164
	Iteration 12Q: 3 clusters Score -3.791411e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275447 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -37916632.000000 Penalty: 6292.493164
	Iteration 13Q: 3 clusters Score -3.791663e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277239 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -37918360.000000 Penalty: 6292.493164
	Iteration 14Q: 3 clusters Score -3.791836e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278777 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -37919676.000000 Penalty: 6292.493164
	Iteration 15Q: 3 clusters Score -3.791968e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280092 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -37920952.000000 Penalty: 6292.493164
	Iteration 16Q: 3 clusters Score -3.792095e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281188 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -37921980.000000 Penalty: 6292.493164
	Iteration 17Q: 3 clusters Score -3.792198e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282007 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -37922908.000000 Penalty: 6292.493164
	Iteration 18Q: 3 clusters Score -3.792291e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282634 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -37923852.000000 Penalty: 6292.493164
	Iteration 19Q: 3 clusters Score -3.792385e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283167 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -37924504.000000 Penalty: 6292.493164
	Iteration 20F: 3 clusters Score -3.79245e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283578 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -37925220.000000 Penalty: 6292.493164
	Iteration 21Q: 3 clusters Score -3.792522e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283878 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -37925892.000000 Penalty: 6292.493164
	Iteration 22Q: 3 clusters Score -3.792589e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284085 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -37926624.000000 Penalty: 6292.493164
	Iteration 23Q: 3 clusters Score -3.792662e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284196 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -37927044.000000 Penalty: 6292.493164
	Iteration 24Q: 3 clusters Score -3.792704e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284229 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -37927456.000000 Penalty: 6292.493164
	Iteration 25Q: 3 clusters Score -3.792746e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284193 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -37927984.000000 Penalty: 6292.493164
	Iteration 26Q: 3 clusters Score -3.792798e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284136 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -37928412.000000 Penalty: 6292.493164
	Iteration 27Q: 3 clusters Score -3.792841e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284022 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -37928884.000000 Penalty: 6292.493164
	Iteration 28Q: 3 clusters Score -3.792888e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283955 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -37928972.000000 Penalty: 6292.493164
	Iteration 29Q: 3 clusters Score -3.792897e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283834 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -37929196.000000 Penalty: 6292.493164
	Iteration 30Q: 3 clusters Score -3.79292e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283677 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -37929220.000000 Penalty: 6292.493164
	Iteration 31Q: 3 clusters Score -3.792922e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283457 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -37929376.000000 Penalty: 6292.493164
	Iteration 32Q: 3 clusters Score -3.792938e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283184 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -37929528.000000 Penalty: 6292.493164
	Iteration 33Q: 3 clusters Score -3.792953e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282901 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -37929616.000000 Penalty: 6292.493164
	Iteration 34Q: 3 clusters Score -3.792962e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282659 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -37929696.000000 Penalty: 6292.493164
	Iteration 35Q: 3 clusters Score -3.79297e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282410 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -37929676.000000 Penalty: 6292.493164
	Iteration 36Q: 3 clusters Score -3.792968e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282174 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -37929700.000000 Penalty: 6292.493164
	Iteration 37Q: 3 clusters Score -3.79297e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281882 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -37929776.000000 Penalty: 6292.493164
	Iteration 38Q: 3 clusters Score -3.792978e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281586 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -37929756.000000 Penalty: 6292.493164
	Iteration 39Q: 3 clusters Score -3.792976e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281271 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -37929804.000000 Penalty: 6292.493164
	Iteration 40F: 3 clusters Score -3.79298e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280797 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -37929688.000000 Penalty: 6292.493164
	Iteration 41Q: 3 clusters Score -3.792969e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280344 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -37929748.000000 Penalty: 6292.493164
	Iteration 42Q: 3 clusters Score -3.792975e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279902 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -37929764.000000 Penalty: 6292.493164
	Iteration 43Q: 3 clusters Score -3.792976e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279373 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -37929848.000000 Penalty: 6292.493164
	Iteration 44Q: 3 clusters Score -3.792985e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278855 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -37929832.000000 Penalty: 6292.493164
	Iteration 45Q: 3 clusters Score -3.792983e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278261 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -37929732.000000 Penalty: 6292.493164
	Iteration 46Q: 3 clusters Score -3.792973e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277649 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -37929732.000000 Penalty: 6292.493164
	Iteration 47Q: 3 clusters Score -3.792973e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277010 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -37929608.000000 Penalty: 6292.493164
	Iteration 48Q: 3 clusters Score -3.792961e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276344 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -37929776.000000 Penalty: 6292.493164
	Iteration 49Q: 3 clusters Score -3.792978e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275650 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -37929728.000000 Penalty: 6292.493164
	Iteration 50Q: 3 clusters Score -3.792973e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274942 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -37929596.000000 Penalty: 6292.493164
	Iteration 51Q: 3 clusters Score -3.79296e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274199 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -37929552.000000 Penalty: 6292.493164
	Iteration 52Q: 3 clusters Score -3.792955e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273498 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -37929484.000000 Penalty: 6292.493164
	Iteration 53Q: 3 clusters Score -3.792948e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272771 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -37929424.000000 Penalty: 6292.493164
	Iteration 54Q: 3 clusters Score -3.792942e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272020 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -37929384.000000 Penalty: 6292.493164
	Iteration 55Q: 3 clusters Score -3.792938e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271222 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -37929420.000000 Penalty: 6292.493164
	Iteration 56Q: 3 clusters Score -3.792942e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270331 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -37929424.000000 Penalty: 6292.493164
	Iteration 57Q: 3 clusters Score -3.792942e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269441 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -37929344.000000 Penalty: 6292.493164
	Iteration 58Q: 3 clusters Score -3.792934e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268567 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -37929288.000000 Penalty: 6292.493164
	Iteration 59Q: 3 clusters Score -3.792929e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267720 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -37929216.000000 Penalty: 6292.493164
	Iteration 60F: 3 clusters Score -3.792922e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266814 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -37929112.000000 Penalty: 6292.493164
	Iteration 61Q: 3 clusters Score -3.792911e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265915 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -37929200.000000 Penalty: 6292.493164
	Iteration 62Q: 3 clusters Score -3.79292e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264978 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -37929172.000000 Penalty: 6292.493164
	Iteration 63Q: 3 clusters Score -3.792917e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264007 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -37929120.000000 Penalty: 6292.493164
	Iteration 64Q: 3 clusters Score -3.792912e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263018 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -37928984.000000 Penalty: 6292.493164
	Iteration 65Q: 3 clusters Score -3.792898e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261906 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -37928828.000000 Penalty: 6292.493164
	Iteration 66Q: 3 clusters Score -3.792883e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260762 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -37928792.000000 Penalty: 6292.493164
	Iteration 67Q: 3 clusters Score -3.792879e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259521 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -37928600.000000 Penalty: 6292.493164
	Iteration 68Q: 3 clusters Score -3.79286e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258275 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -37928516.000000 Penalty: 6292.493164
	Iteration 69Q: 3 clusters Score -3.792852e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256987 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -37928456.000000 Penalty: 6292.493164
	Iteration 70Q: 3 clusters Score -3.792846e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255657 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -37928388.000000 Penalty: 6292.493164
	Iteration 71Q: 3 clusters Score -3.792839e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254302 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -37928328.000000 Penalty: 6292.493164
	Iteration 72Q: 3 clusters Score -3.792833e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252950 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -37928276.000000 Penalty: 6292.493164
	Iteration 73Q: 3 clusters Score -3.792828e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -37928112.000000 Penalty: 6292.493164
	Iteration 74Q: 3 clusters Score -3.792811e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250175 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -37928084.000000 Penalty: 6292.493164
	Iteration 75Q: 3 clusters Score -3.792808e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248646 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -37928032.000000 Penalty: 6292.493164
	Iteration 76Q: 3 clusters Score -3.792803e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247091 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -37928032.000000 Penalty: 6292.493164
	Iteration 77Q: 3 clusters Score -3.792803e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245454 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -37927972.000000 Penalty: 6292.493164
	Iteration 78Q: 3 clusters Score -3.792797e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243732 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -37927900.000000 Penalty: 6292.493164
	Iteration 79Q: 3 clusters Score -3.79279e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241896 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -37928072.000000 Penalty: 6292.493164
	Iteration 80F: 3 clusters Score -3.792807e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239976 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -37927992.000000 Penalty: 6292.493164
	Iteration 81Q: 3 clusters Score -3.792799e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237894 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -37928040.000000 Penalty: 6292.493164
	Iteration 82Q: 3 clusters Score -3.792804e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235725 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -37927972.000000 Penalty: 6292.493164
	Iteration 83Q: 3 clusters Score -3.792797e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233483 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -37927948.000000 Penalty: 6292.493164
	Iteration 84Q: 3 clusters Score -3.792795e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231094 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -37928040.000000 Penalty: 6292.493164
	Iteration 85Q: 3 clusters Score -3.792804e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228701 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -37928072.000000 Penalty: 6292.493164
	Iteration 86Q: 3 clusters Score -3.792807e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226225 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -37928088.000000 Penalty: 6292.493164
	Iteration 87Q: 3 clusters Score -3.792809e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223756 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -37928128.000000 Penalty: 6292.493164
	Iteration 88Q: 3 clusters Score -3.792813e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221249 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -37928376.000000 Penalty: 6292.493164
	Iteration 89Q: 3 clusters Score -3.792838e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218845 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -37928544.000000 Penalty: 6292.493164
	Iteration 90Q: 3 clusters Score -3.792854e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216484 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -37928552.000000 Penalty: 6292.493164
	Iteration 91Q: 3 clusters Score -3.792855e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -37928728.000000 Penalty: 6292.493164
	Iteration 92Q: 3 clusters Score -3.792873e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211780 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -37928832.000000 Penalty: 6292.493164
	Iteration 93Q: 3 clusters Score -3.792883e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209329 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -37929100.000000 Penalty: 6292.493164
	Iteration 94Q: 3 clusters Score -3.79291e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206848 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -37929076.000000 Penalty: 6292.493164
	Iteration 95Q: 3 clusters Score -3.792908e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204429 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -37929160.000000 Penalty: 6292.493164
	Iteration 96Q: 3 clusters Score -3.792916e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201984 members 
Mstep: Class 2 contains 121362 members 
Entering Unmasked Estep 
Score: -37929564.000000 Penalty: 6292.493164
	Iteration 97Q: 3 clusters Score -3.792956e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199565 members 
Mstep: Class 2 contains 123781 members 
Entering Unmasked Estep 
Score: -37929736.000000 Penalty: 6292.493164
	Iteration 98Q: 3 clusters Score -3.792974e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197231 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -37929924.000000 Penalty: 6292.493164
	Iteration 99Q: 3 clusters Score -3.792992e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -37929948.000000 Penalty: 6292.493164
	Iteration 100F: 3 clusters Score -3.792995e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192898 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -37930100.000000 Penalty: 6292.493164
	Iteration 101Q: 3 clusters Score -3.79301e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190858 members 
Mstep: Class 2 contains 132488 members 
Entering Unmasked Estep 
Score: -37930164.000000 Penalty: 6292.493164
	Iteration 102Q: 3 clusters Score -3.793016e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188836 members 
Mstep: Class 2 contains 134510 members 
Entering Unmasked Estep 
Score: -37930248.000000 Penalty: 6292.493164
	Iteration 103Q: 3 clusters Score -3.793025e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 136469 members 
Entering Unmasked Estep 
Score: -37930388.000000 Penalty: 6292.493164
	Iteration 104Q: 3 clusters Score -3.793039e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184981 members 
Mstep: Class 2 contains 138365 members 
Entering Unmasked Estep 
Score: -37930632.000000 Penalty: 6292.493164
	Iteration 105Q: 3 clusters Score -3.793063e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 140303 members 
Entering Unmasked Estep 
Score: -37930772.000000 Penalty: 6292.493164
	Iteration 106Q: 3 clusters Score -3.793077e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181008 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -37930644.000000 Penalty: 6292.493164
	Iteration 107Q: 3 clusters Score -3.793064e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 144262 members 
Entering Unmasked Estep 
Score: -37930620.000000 Penalty: 6292.493164
	Iteration 108Q: 3 clusters Score -3.793062e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177304 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -37930600.000000 Penalty: 6292.493164
	Iteration 109Q: 3 clusters Score -3.79306e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -37930624.000000 Penalty: 6292.493164
	Iteration 110Q: 3 clusters Score -3.793062e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174088 members 
Mstep: Class 2 contains 149258 members 
Entering Unmasked Estep 
Score: -37930668.000000 Penalty: 6292.493164
	Iteration 111Q: 3 clusters Score -3.793067e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 150915 members 
Entering Unmasked Estep 
Score: -37930704.000000 Penalty: 6292.493164
	Iteration 112Q: 3 clusters Score -3.79307e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 152610 members 
Entering Unmasked Estep 
Score: -37930768.000000 Penalty: 6292.493164
	Iteration 113Q: 3 clusters Score -3.793077e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -37931060.000000 Penalty: 6292.493164
	Iteration 114Q: 3 clusters Score -3.793106e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -37931124.000000 Penalty: 6292.493164
	Iteration 115Q: 3 clusters Score -3.793112e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -37930980.000000 Penalty: 6292.493164
	Iteration 116Q: 3 clusters Score -3.793098e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164611 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -37930980.000000 Penalty: 6292.493164
	Iteration 117Q: 3 clusters Score -3.793098e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 160106 members 
Entering Unmasked Estep 
Score: -37930892.000000 Penalty: 6292.493164
	Iteration 118Q: 3 clusters Score -3.793089e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -37931092.000000 Penalty: 6292.493164
	Iteration 119Q: 3 clusters Score -3.793109e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -37931112.000000 Penalty: 6292.493164
	Iteration 120F: 3 clusters Score -3.793111e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 164166 members 
Entering Unmasked Estep 
Score: -37931144.000000 Penalty: 6292.493164
	Iteration 121Q: 3 clusters Score -3.793114e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -37931140.000000 Penalty: 6292.493164
	Iteration 122Q: 3 clusters Score -3.793114e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157079 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -37931052.000000 Penalty: 6292.493164
	Iteration 123Q: 3 clusters Score -3.793105e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156147 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -37931048.000000 Penalty: 6292.493164
	Iteration 124Q: 3 clusters Score -3.793105e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -37930912.000000 Penalty: 6292.493164
	Iteration 125Q: 3 clusters Score -3.793091e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -37930796.000000 Penalty: 6292.493164
	Iteration 126Q: 3 clusters Score -3.79308e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 170010 members 
Entering Unmasked Estep 
Score: -37930892.000000 Penalty: 6292.493164
	Iteration 127Q: 3 clusters Score -3.793089e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -37930724.000000 Penalty: 6292.493164
	Iteration 128Q: 3 clusters Score -3.793072e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -37930776.000000 Penalty: 6292.493164
	Iteration 129Q: 3 clusters Score -3.793078e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150267 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -37930560.000000 Penalty: 6292.493164
	Iteration 130Q: 3 clusters Score -3.793056e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 174075 members 
Entering Unmasked Estep 
Score: -37930476.000000 Penalty: 6292.493164
	Iteration 131Q: 3 clusters Score -3.793048e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 175025 members 
Entering Unmasked Estep 
Score: -37930456.000000 Penalty: 6292.493164
	Iteration 132Q: 3 clusters Score -3.793046e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -37930428.000000 Penalty: 6292.493164
	Iteration 133Q: 3 clusters Score -3.793043e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146321 members 
Mstep: Class 2 contains 177025 members 
Entering Unmasked Estep 
Score: -37930344.000000 Penalty: 6292.493164
	Iteration 134Q: 3 clusters Score -3.793034e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145199 members 
Mstep: Class 2 contains 178147 members 
Entering Unmasked Estep 
Score: -37930280.000000 Penalty: 6292.493164
	Iteration 135Q: 3 clusters Score -3.793028e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144074 members 
Mstep: Class 2 contains 179272 members 
Entering Unmasked Estep 
Score: -37930260.000000 Penalty: 6292.493164
	Iteration 136Q: 3 clusters Score -3.793026e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 180433 members 
Entering Unmasked Estep 
Score: -37930176.000000 Penalty: 6292.493164
	Iteration 137Q: 3 clusters Score -3.793018e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 181614 members 
Entering Unmasked Estep 
Score: -37930156.000000 Penalty: 6292.493164
	Iteration 138Q: 3 clusters Score -3.793016e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140540 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -37930124.000000 Penalty: 6292.493164
	Iteration 139Q: 3 clusters Score -3.793012e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139352 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -37930072.000000 Penalty: 6292.493164
	Iteration 140F: 3 clusters Score -3.793007e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138162 members 
Mstep: Class 2 contains 185184 members 
Entering Unmasked Estep 
Score: -37930100.000000 Penalty: 6292.493164
	Iteration 141Q: 3 clusters Score -3.79301e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136808 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -37929944.000000 Penalty: 6292.493164
	Iteration 142Q: 3 clusters Score -3.792994e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -37929896.000000 Penalty: 6292.493164
	Iteration 143Q: 3 clusters Score -3.79299e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134013 members 
Mstep: Class 2 contains 189333 members 
Entering Unmasked Estep 
Score: -37929876.000000 Penalty: 6292.493164
	Iteration 144Q: 3 clusters Score -3.792988e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 190869 members 
Entering Unmasked Estep 
Score: -37929800.000000 Penalty: 6292.493164
	Iteration 145Q: 3 clusters Score -3.79298e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130904 members 
Mstep: Class 2 contains 192442 members 
Entering Unmasked Estep 
Score: -37929852.000000 Penalty: 6292.493164
	Iteration 146Q: 3 clusters Score -3.792985e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129180 members 
Mstep: Class 2 contains 194166 members 
Entering Unmasked Estep 
Score: -37929740.000000 Penalty: 6292.493164
	Iteration 147Q: 3 clusters Score -3.792974e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 195968 members 
Entering Unmasked Estep 
Score: -37929596.000000 Penalty: 6292.493164
	Iteration 148Q: 3 clusters Score -3.79296e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125558 members 
Mstep: Class 2 contains 197788 members 
Entering Unmasked Estep 
Score: -37929444.000000 Penalty: 6292.493164
	Iteration 149Q: 3 clusters Score -3.792944e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 199718 members 
Entering Unmasked Estep 
Score: -37929428.000000 Penalty: 6292.493164
	Iteration 150Q: 3 clusters Score -3.792943e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121714 members 
Mstep: Class 2 contains 201632 members 
Entering Unmasked Estep 
Score: -37929296.000000 Penalty: 6292.493164
	Iteration 151Q: 3 clusters Score -3.79293e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 203558 members 
Entering Unmasked Estep 
Score: -37929344.000000 Penalty: 6292.493164
	Iteration 152Q: 3 clusters Score -3.792934e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 205517 members 
Entering Unmasked Estep 
Score: -37929344.000000 Penalty: 6292.493164
	Iteration 153Q: 3 clusters Score -3.792934e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115820 members 
Mstep: Class 2 contains 207526 members 
Entering Unmasked Estep 
Score: -37929192.000000 Penalty: 6292.493164
	Iteration 154Q: 3 clusters Score -3.792919e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 209635 members 
Entering Unmasked Estep 
Score: -37929024.000000 Penalty: 6292.493164
	Iteration 155Q: 3 clusters Score -3.792902e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 211774 members 
Entering Unmasked Estep 
Score: -37928944.000000 Penalty: 6292.493164
	Iteration 156Q: 3 clusters Score -3.792894e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 213940 members 
Entering Unmasked Estep 
Score: -37928908.000000 Penalty: 6292.493164
	Iteration 157Q: 3 clusters Score -3.792891e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 216055 members 
Entering Unmasked Estep 
Score: -37928748.000000 Penalty: 6292.493164
	Iteration 158Q: 3 clusters Score -3.792875e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 218286 members 
Entering Unmasked Estep 
Score: -37928492.000000 Penalty: 6292.493164
	Iteration 159Q: 3 clusters Score -3.792849e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 220537 members 
Entering Unmasked Estep 
Score: -37928352.000000 Penalty: 6292.493164
	Iteration 160F: 3 clusters Score -3.792835e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 222773 members 
Entering Unmasked Estep 
Score: -37928408.000000 Penalty: 6292.493164
	Iteration 161Q: 3 clusters Score -3.792841e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 225086 members 
Entering Unmasked Estep 
Score: -37928268.000000 Penalty: 6292.493164
	Iteration 162Q: 3 clusters Score -3.792827e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 227328 members 
Entering Unmasked Estep 
Score: -37928204.000000 Penalty: 6292.493164
	Iteration 163Q: 3 clusters Score -3.79282e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -37928152.000000 Penalty: 6292.493164
	Iteration 164Q: 3 clusters Score -3.792815e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 231875 members 
Entering Unmasked Estep 
Score: -37928124.000000 Penalty: 6292.493164
	Iteration 165Q: 3 clusters Score -3.792812e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 234187 members 
Entering Unmasked Estep 
Score: -37928108.000000 Penalty: 6292.493164
	Iteration 166Q: 3 clusters Score -3.792811e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 236397 members 
Entering Unmasked Estep 
Score: -37928080.000000 Penalty: 6292.493164
	Iteration 167Q: 3 clusters Score -3.792808e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 238600 members 
Entering Unmasked Estep 
Score: -37927904.000000 Penalty: 6292.493164
	Iteration 168Q: 3 clusters Score -3.79279e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 240836 members 
Entering Unmasked Estep 
Score: -37927892.000000 Penalty: 6292.493164
	Iteration 169Q: 3 clusters Score -3.792789e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 243127 members 
Entering Unmasked Estep 
Score: -37927708.000000 Penalty: 6292.493164
	Iteration 170Q: 3 clusters Score -3.792771e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 245340 members 
Entering Unmasked Estep 
Score: -37927584.000000 Penalty: 6292.493164
	Iteration 171Q: 3 clusters Score -3.792758e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 247647 members 
Entering Unmasked Estep 
Score: -37927460.000000 Penalty: 6292.493164
	Iteration 172Q: 3 clusters Score -3.792746e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 250076 members 
Entering Unmasked Estep 
Score: -37927612.000000 Penalty: 6292.493164
	Iteration 173Q: 3 clusters Score -3.792761e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 252580 members 
Entering Unmasked Estep 
Score: -37927704.000000 Penalty: 6292.493164
	Iteration 174Q: 3 clusters Score -3.79277e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 255118 members 
Entering Unmasked Estep 
Score: -37927668.000000 Penalty: 6292.493164
	Iteration 175Q: 3 clusters Score -3.792767e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 257753 members 
Entering Unmasked Estep 
Score: -37927584.000000 Penalty: 6292.493164
	Iteration 176Q: 3 clusters Score -3.792758e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 260454 members 
Entering Unmasked Estep 
Score: -37927724.000000 Penalty: 6292.493164
	Iteration 177Q: 3 clusters Score -3.792772e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 263287 members 
Entering Unmasked Estep 
Score: -37927836.000000 Penalty: 6292.493164
	Iteration 178Q: 3 clusters Score -3.792784e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 266228 members 
Entering Unmasked Estep 
Score: -37927964.000000 Penalty: 6292.493164
	Iteration 179Q: 3 clusters Score -3.792796e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 269357 members 
Entering Unmasked Estep 
Score: -37928112.000000 Penalty: 6292.493164
	Iteration 180F: 3 clusters Score -3.792811e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 272690 members 
Entering Unmasked Estep 
Score: -37928116.000000 Penalty: 6292.493164
	Iteration 181Q: 3 clusters Score -3.792812e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 276273 members 
Entering Unmasked Estep 
Score: -37928428.000000 Penalty: 6292.493164
	Iteration 182Q: 3 clusters Score -3.792843e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 280033 members 
Entering Unmasked Estep 
Score: -37928952.000000 Penalty: 6292.493164
	Iteration 183Q: 3 clusters Score -3.792895e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 283940 members 
Entering Unmasked Estep 
Score: -37929932.000000 Penalty: 6292.493164
	Iteration 184Q: 3 clusters Score -3.792993e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 287970 members 
Entering Unmasked Estep 
Score: -37930896.000000 Penalty: 6292.493164
	Iteration 185Q: 3 clusters Score -3.79309e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 291988 members 
Entering Unmasked Estep 
Score: -37931704.000000 Penalty: 6292.493164
	Iteration 186Q: 3 clusters Score -3.79317e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 295969 members 
Entering Unmasked Estep 
Score: -37932872.000000 Penalty: 6292.493164
	Iteration 187Q: 3 clusters Score -3.793287e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 299762 members 
Entering Unmasked Estep 
Score: -37935024.000000 Penalty: 6292.493164
	Iteration 188Q: 3 clusters Score -3.793502e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 303263 members 
Entering Unmasked Estep 
Score: -37936300.000000 Penalty: 6292.493164
	Iteration 189Q: 3 clusters Score -3.79363e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 306297 members 
Entering Unmasked Estep 
Score: -37937608.000000 Penalty: 6292.493164
	Iteration 190Q: 3 clusters Score -3.793761e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 309053 members 
Entering Unmasked Estep 
Score: -37938640.000000 Penalty: 6292.493164
	Iteration 191Q: 3 clusters Score -3.793864e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 311515 members 
Entering Unmasked Estep 
Score: -37939108.000000 Penalty: 6292.493164
	Iteration 192Q: 3 clusters Score -3.793911e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 313674 members 
Entering Unmasked Estep 
Score: -37939316.000000 Penalty: 6292.493164
	Iteration 193Q: 3 clusters Score -3.793932e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 315485 members 
Entering Unmasked Estep 
Score: -37939000.000000 Penalty: 6292.493164
	Iteration 194Q: 3 clusters Score -3.7939e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 316964 members 
Entering Unmasked Estep 
Score: -37938784.000000 Penalty: 6292.493164
	Iteration 195Q: 3 clusters Score -3.793878e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 318179 members 
Entering Unmasked Estep 
Score: -37938376.000000 Penalty: 6292.493164
	Iteration 196Q: 3 clusters Score -3.793838e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 319169 members 
Entering Unmasked Estep 
Score: -37937964.000000 Penalty: 6292.493164
	Iteration 197Q: 3 clusters Score -3.793796e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 319959 members 
Entering Unmasked Estep 
Score: -37937600.000000 Penalty: 6292.493164
	Iteration 198Q: 3 clusters Score -3.79376e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 320581 members 
Entering Unmasked Estep 
Score: -37937344.000000 Penalty: 6292.493164
	Iteration 199Q: 3 clusters Score -3.793734e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 321054 members 
Entering Unmasked Estep 
Score: -37937052.000000 Penalty: 6292.493164
	Iteration 200F: 3 clusters Score -3.793705e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 321420 members 
Entering Unmasked Estep 
Score: -37936988.000000 Penalty: 6292.493164
	Iteration 201Q: 3 clusters Score -3.793699e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 321673 members 
Entering Unmasked Estep 
Score: -37936848.000000 Penalty: 6292.493164
	Iteration 202Q: 3 clusters Score -3.793685e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 321862 members 
Entering Unmasked Estep 
Score: -37936776.000000 Penalty: 6292.493164
	Iteration 203Q: 3 clusters Score -3.793678e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 322016 members 
Entering Unmasked Estep 
Score: -37936792.000000 Penalty: 6292.493164
	Iteration 204Q: 3 clusters Score -3.793679e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 322128 members 
Entering Unmasked Estep 
Score: -37936724.000000 Penalty: 6292.493164
	Iteration 205Q: 3 clusters Score -3.793672e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 322221 members 
Entering Unmasked Estep 
Score: -37936628.000000 Penalty: 6292.493164
	Iteration 206Q: 3 clusters Score -3.793663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 322290 members 
Entering Unmasked Estep 
Score: -37936592.000000 Penalty: 6292.493164
	Iteration 207Q: 3 clusters Score -3.793659e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 322342 members 
Entering Unmasked Estep 
Score: -37936560.000000 Penalty: 6292.493164
	Iteration 208Q: 3 clusters Score -3.793656e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 322394 members 
Entering Unmasked Estep 
Score: -37936560.000000 Penalty: 6292.493164
	Iteration 209Q: 3 clusters Score -3.793656e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 322435 members 
Entering Unmasked Estep 
Score: -37936544.000000 Penalty: 6292.493164
	Iteration 210Q: 3 clusters Score -3.793654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 322474 members 
Entering Unmasked Estep 
Score: -37936504.000000 Penalty: 6292.493164
	Iteration 211Q: 3 clusters Score -3.79365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 322488 members 
Entering Unmasked Estep 
Score: -37936492.000000 Penalty: 6292.493164
	Iteration 212Q: 3 clusters Score -3.793649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 322501 members 
Entering Unmasked Estep 
Score: -37936480.000000 Penalty: 6292.493164
	Iteration 213Q: 3 clusters Score -3.793648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 322515 members 
Entering Unmasked Estep 
Score: -37936488.000000 Penalty: 6292.493164
	Iteration 214Q: 3 clusters Score -3.793649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 322524 members 
Entering Unmasked Estep 
Score: -37936496.000000 Penalty: 6292.493164
	Iteration 215Q: 3 clusters Score -3.79365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 322540 members 
Entering Unmasked Estep 
Score: -37936472.000000 Penalty: 6292.493164
	Iteration 216Q: 3 clusters Score -3.793647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 322547 members 
Entering Unmasked Estep 
Score: -37936472.000000 Penalty: 6292.493164
	Iteration 217Q: 3 clusters Score -3.793647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 322556 members 
Entering Unmasked Estep 
Score: -37936468.000000 Penalty: 6292.493164
	Iteration 218Q: 3 clusters Score -3.793647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 322573 members 
Entering Unmasked Estep 
Score: -37936460.000000 Penalty: 6292.493164
	Iteration 219Q: 3 clusters Score -3.793646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 322578 members 
Entering Unmasked Estep 
Score: -37936488.000000 Penalty: 6292.493164
	Iteration 220F: 3 clusters Score -3.793649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 322587 members 
Entering Unmasked Estep 
Score: -37936492.000000 Penalty: 6292.493164
	Iteration 221Q: 3 clusters Score -3.793649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 322593 members 
Entering Unmasked Estep 
Score: -37936472.000000 Penalty: 6292.493164
	Iteration 222Q: 3 clusters Score -3.793647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 322599 members 
Entering Unmasked Estep 
Score: -37936484.000000 Penalty: 6292.493164
	Iteration 223Q: 3 clusters Score -3.793648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 322607 members 
Entering Unmasked Estep 
Score: -37936484.000000 Penalty: 6292.493164
	Iteration 224Q: 3 clusters Score -3.793648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 322613 members 
Entering Unmasked Estep 
Score: -37936476.000000 Penalty: 6292.493164
	Iteration 225Q: 3 clusters Score -3.793648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 322618 members 
Entering Unmasked Estep 
Score: -37936444.000000 Penalty: 6292.493164
	Iteration 226Q: 3 clusters Score -3.793644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 322624 members 
Entering Unmasked Estep 
Score: -37936460.000000 Penalty: 6292.493164
	Iteration 227Q: 3 clusters Score -3.793646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 322628 members 
Entering Unmasked Estep 
Score: -37936456.000000 Penalty: 6292.493164
	Iteration 228Q: 3 clusters Score -3.793646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 322631 members 
Entering Unmasked Estep 
Score: -37936448.000000 Penalty: 6292.493164
	Iteration 229Q: 3 clusters Score -3.793645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 322633 members 
Entering Unmasked Estep 
Score: -37936460.000000 Penalty: 6292.493164
	Iteration 230Q: 3 clusters Score -3.793646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 322637 members 
Entering Unmasked Estep 
Score: -37936440.000000 Penalty: 6292.493164
	Iteration 231Q: 3 clusters Score -3.793644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 322639 members 
Entering Unmasked Estep 
Score: -37936432.000000 Penalty: 6292.493164
	Iteration 232Q: 3 clusters Score -3.793643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 322641 members 
Entering Unmasked Estep 
Score: -37936412.000000 Penalty: 6292.493164
	Iteration 233Q: 3 clusters Score -3.793641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 322643 members 
Entering Unmasked Estep 
Score: -37936416.000000 Penalty: 6292.493164
	Iteration 234Q: 3 clusters Score -3.793642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 322645 members 
Entering Unmasked Estep 
Score: -37936432.000000 Penalty: 6292.493164
	Iteration 235Q: 3 clusters Score -3.793643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 322646 members 
Entering Unmasked Estep 
Score: -37936436.000000 Penalty: 6292.493164
	Iteration 236Q: 3 clusters Score -3.793644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 322649 members 
Entering Unmasked Estep 
Score: -37936420.000000 Penalty: 6292.493164
	Iteration 237Q: 3 clusters Score -3.793642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 322650 members 
Entering Unmasked Estep 
Score: -37936436.000000 Penalty: 6292.493164
	Iteration 238Q: 3 clusters Score -3.793644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 322652 members 
Entering Unmasked Estep 
Score: -37936420.000000 Penalty: 6292.493164
	Iteration 239Q: 3 clusters Score -3.793642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 322654 members 
Entering Unmasked Estep 
Score: -37936416.000000 Penalty: 6292.493164
	Iteration 240F: 3 clusters Score -3.793642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 322653 members 
Entering Unmasked Estep 
Score: -37936424.000000 Penalty: 6292.493164
	Iteration 241Q: 3 clusters Score -3.793642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 322653 members 
Entering Unmasked Estep 
Score: -37936424.000000 Penalty: 6292.493164
	Iteration 242F: 3 clusters Score -3.793642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Entering Unmasked Estep 
Score: -2834385.750000 Penalty: 2498.798584
	Iteration 0F: 2 clusters Score -2834386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2817985.250000 Penalty: 4997.597168
	Iteration 0F: 3 clusters Score -2817985 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2823710.000000 Penalty: 4997.597168
	Iteration 1F: 3 clusters Score -2823710 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2824151.500000 Penalty: 4997.597168
	Iteration 2F: 3 clusters Score -2824152 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2824577.500000 Penalty: 4997.597168
	Iteration 3Q: 3 clusters Score -2824578 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2825023.500000 Penalty: 4997.597168
	Iteration 4Q: 3 clusters Score -2825024 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2825527.000000 Penalty: 4997.597168
	Iteration 5Q: 3 clusters Score -2825527 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2826123.250000 Penalty: 4997.597168
	Iteration 6Q: 3 clusters Score -2826123 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2826750.250000 Penalty: 4997.597168
	Iteration 7Q: 3 clusters Score -2826750 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2827367.500000 Penalty: 4997.597168
	Iteration 8Q: 3 clusters Score -2827368 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2827965.500000 Penalty: 4997.597168
	Iteration 9Q: 3 clusters Score -2827966 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2828529.500000 Penalty: 4997.597168
	Iteration 10Q: 3 clusters Score -2828530 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2828964.750000 Penalty: 4997.597168
	Iteration 11Q: 3 clusters Score -2828965 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2829277.250000 Penalty: 4997.597168
	Iteration 12Q: 3 clusters Score -2829277 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2829509.500000 Penalty: 4997.597168
	Iteration 13Q: 3 clusters Score -2829510 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2829655.000000 Penalty: 4997.597168
	Iteration 14Q: 3 clusters Score -2829655 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2829759.500000 Penalty: 4997.597168
	Iteration 15Q: 3 clusters Score -2829760 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2829842.750000 Penalty: 4997.597168
	Iteration 16Q: 3 clusters Score -2829843 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2829915.000000 Penalty: 4997.597168
	Iteration 17Q: 3 clusters Score -2829915 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2829970.750000 Penalty: 4997.597168
	Iteration 18Q: 3 clusters Score -2829971 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2830025.500000 Penalty: 4997.597168
	Iteration 19Q: 3 clusters Score -2830026 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2830070.000000 Penalty: 4997.597168
	Iteration 20F: 3 clusters Score -2830070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2830124.000000 Penalty: 4997.597168
	Iteration 21Q: 3 clusters Score -2830124 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2830154.250000 Penalty: 4997.597168
	Iteration 22Q: 3 clusters Score -2830154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2830181.750000 Penalty: 4997.597168
	Iteration 23Q: 3 clusters Score -2830182 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2830207.750000 Penalty: 4997.597168
	Iteration 24Q: 3 clusters Score -2830208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2830230.250000 Penalty: 4997.597168
	Iteration 25Q: 3 clusters Score -2830230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2830258.750000 Penalty: 4997.597168
	Iteration 26Q: 3 clusters Score -2830259 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2830280.750000 Penalty: 4997.597168
	Iteration 27Q: 3 clusters Score -2830281 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2830311.500000 Penalty: 4997.597168
	Iteration 28Q: 3 clusters Score -2830312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2830339.000000 Penalty: 4997.597168
	Iteration 29Q: 3 clusters Score -2830339 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2830374.500000 Penalty: 4997.597168
	Iteration 30Q: 3 clusters Score -2830374 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2830416.500000 Penalty: 4997.597168
	Iteration 31Q: 3 clusters Score -2830416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2830456.000000 Penalty: 4997.597168
	Iteration 32Q: 3 clusters Score -2830456 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2830514.000000 Penalty: 4997.597168
	Iteration 33Q: 3 clusters Score -2830514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2830558.500000 Penalty: 4997.597168
	Iteration 34Q: 3 clusters Score -2830558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2830624.000000 Penalty: 4997.597168
	Iteration 35Q: 3 clusters Score -2830624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2830700.250000 Penalty: 4997.597168
	Iteration 36Q: 3 clusters Score -2830700 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2830789.500000 Penalty: 4997.597168
	Iteration 37Q: 3 clusters Score -2830790 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2830873.250000 Penalty: 4997.597168
	Iteration 38Q: 3 clusters Score -2830873 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2830955.750000 Penalty: 4997.597168
	Iteration 39Q: 3 clusters Score -2830956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2831032.750000 Penalty: 4997.597168
	Iteration 40F: 3 clusters Score -2831033 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2831122.250000 Penalty: 4997.597168
	Iteration 41Q: 3 clusters Score -2831122 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2831211.250000 Penalty: 4997.597168
	Iteration 42Q: 3 clusters Score -2831211 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2831337.000000 Penalty: 4997.597168
	Iteration 43Q: 3 clusters Score -2831337 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2831438.500000 Penalty: 4997.597168
	Iteration 44Q: 3 clusters Score -2831438 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2831536.750000 Penalty: 4997.597168
	Iteration 45Q: 3 clusters Score -2831537 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2831618.250000 Penalty: 4997.597168
	Iteration 46Q: 3 clusters Score -2831618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2831689.500000 Penalty: 4997.597168
	Iteration 47Q: 3 clusters Score -2831690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2831750.000000 Penalty: 4997.597168
	Iteration 48Q: 3 clusters Score -2831750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2831802.250000 Penalty: 4997.597168
	Iteration 49Q: 3 clusters Score -2831802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2831858.000000 Penalty: 4997.597168
	Iteration 50Q: 3 clusters Score -2831858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2831909.750000 Penalty: 4997.597168
	Iteration 51Q: 3 clusters Score -2831910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2831971.250000 Penalty: 4997.597168
	Iteration 52Q: 3 clusters Score -2831971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2832002.250000 Penalty: 4997.597168
	Iteration 53Q: 3 clusters Score -2832002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2832034.750000 Penalty: 4997.597168
	Iteration 54Q: 3 clusters Score -2832035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2832063.750000 Penalty: 4997.597168
	Iteration 55Q: 3 clusters Score -2832064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2832081.750000 Penalty: 4997.597168
	Iteration 56Q: 3 clusters Score -2832082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2832112.750000 Penalty: 4997.597168
	Iteration 57Q: 3 clusters Score -2832113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2832141.500000 Penalty: 4997.597168
	Iteration 58Q: 3 clusters Score -2832142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2832161.000000 Penalty: 4997.597168
	Iteration 59Q: 3 clusters Score -2832161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2832165.500000 Penalty: 4997.597168
	Iteration 60F: 3 clusters Score -2832166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2832175.500000 Penalty: 4997.597168
	Iteration 61Q: 3 clusters Score -2832176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2832175.250000 Penalty: 4997.597168
	Iteration 62Q: 3 clusters Score -2832175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2832182.750000 Penalty: 4997.597168
	Iteration 63Q: 3 clusters Score -2832183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2832185.500000 Penalty: 4997.597168
	Iteration 64Q: 3 clusters Score -2832186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2832186.250000 Penalty: 4997.597168
	Iteration 65Q: 3 clusters Score -2832186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2832189.750000 Penalty: 4997.597168
	Iteration 66Q: 3 clusters Score -2832190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2832196.000000 Penalty: 4997.597168
	Iteration 67Q: 3 clusters Score -2832196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2832206.500000 Penalty: 4997.597168
	Iteration 68Q: 3 clusters Score -2832206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2832205.000000 Penalty: 4997.597168
	Iteration 69Q: 3 clusters Score -2832205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2832213.500000 Penalty: 4997.597168
	Iteration 70Q: 3 clusters Score -2832214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2832219.750000 Penalty: 4997.597168
	Iteration 71Q: 3 clusters Score -2832220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2832220.750000 Penalty: 4997.597168
	Iteration 72Q: 3 clusters Score -2832221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2832219.500000 Penalty: 4997.597168
	Iteration 73Q: 3 clusters Score -2832220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2832221.500000 Penalty: 4997.597168
	Iteration 74Q: 3 clusters Score -2832222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2832220.500000 Penalty: 4997.597168
	Iteration 75Q: 3 clusters Score -2832220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2832223.000000 Penalty: 4997.597168
	Iteration 76Q: 3 clusters Score -2832223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2832222.250000 Penalty: 4997.597168
	Iteration 77Q: 3 clusters Score -2832222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2832227.000000 Penalty: 4997.597168
	Iteration 78Q: 3 clusters Score -2832227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2832227.750000 Penalty: 4997.597168
	Iteration 79Q: 3 clusters Score -2832228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2832227.750000 Penalty: 4997.597168
	Iteration 80F: 3 clusters Score -2832228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2832227.750000 Penalty: 4997.597168
	Iteration 81Q: 3 clusters Score -2832228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2832229.000000 Penalty: 4997.597168
	Iteration 82Q: 3 clusters Score -2832229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2832229.000000 Penalty: 4997.597168
	Iteration 83F: 3 clusters Score -2832229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Entering Unmasked Estep 
Score: -2270113.250000 Penalty: 2450.065674
	Iteration 0F: 2 clusters Score -2270113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2256446.750000 Penalty: 4900.131348
	Iteration 0F: 3 clusters Score -2256447 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2261101.750000 Penalty: 4900.131348
	Iteration 1F: 3 clusters Score -2261102 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2261652.000000 Penalty: 4900.131348
	Iteration 2F: 3 clusters Score -2261652 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2262262.750000 Penalty: 4900.131348
	Iteration 3F: 3 clusters Score -2262263 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2263046.250000 Penalty: 4900.131348
	Iteration 4F: 3 clusters Score -2263046 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2264050.250000 Penalty: 4900.131348
	Iteration 5F: 3 clusters Score -2264050 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2265179.500000 Penalty: 4900.131348
	Iteration 6F: 3 clusters Score -2265180 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2266444.250000 Penalty: 4900.131348
	Iteration 7F: 3 clusters Score -2266444 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2267571.000000 Penalty: 4900.131348
	Iteration 8F: 3 clusters Score -2267571 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2268379.000000 Penalty: 4900.131348
	Iteration 9F: 3 clusters Score -2268379 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2268840.500000 Penalty: 4900.131348
	Iteration 10Q: 3 clusters Score -2268840 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2269099.000000 Penalty: 4900.131348
	Iteration 11Q: 3 clusters Score -2269099 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2269252.500000 Penalty: 4900.131348
	Iteration 12Q: 3 clusters Score -2269252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2269321.250000 Penalty: 4900.131348
	Iteration 13Q: 3 clusters Score -2269321 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2269377.500000 Penalty: 4900.131348
	Iteration 14Q: 3 clusters Score -2269378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2269400.000000 Penalty: 4900.131348
	Iteration 15Q: 3 clusters Score -2269400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2269426.250000 Penalty: 4900.131348
	Iteration 16Q: 3 clusters Score -2269426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2269453.250000 Penalty: 4900.131348
	Iteration 17Q: 3 clusters Score -2269453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2269464.000000 Penalty: 4900.131348
	Iteration 18Q: 3 clusters Score -2269464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2269477.750000 Penalty: 4900.131348
	Iteration 19Q: 3 clusters Score -2269478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2269494.250000 Penalty: 4900.131348
	Iteration 20F: 3 clusters Score -2269494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2269502.250000 Penalty: 4900.131348
	Iteration 21Q: 3 clusters Score -2269502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2269501.250000 Penalty: 4900.131348
	Iteration 22Q: 3 clusters Score -2269501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2269508.000000 Penalty: 4900.131348
	Iteration 23Q: 3 clusters Score -2269508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2269508.500000 Penalty: 4900.131348
	Iteration 24Q: 3 clusters Score -2269508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2269512.000000 Penalty: 4900.131348
	Iteration 25Q: 3 clusters Score -2269512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2269511.750000 Penalty: 4900.131348
	Iteration 26Q: 3 clusters Score -2269512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2269510.250000 Penalty: 4900.131348
	Iteration 27Q: 3 clusters Score -2269510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2269517.750000 Penalty: 4900.131348
	Iteration 28Q: 3 clusters Score -2269518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2269525.250000 Penalty: 4900.131348
	Iteration 29Q: 3 clusters Score -2269525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2269538.500000 Penalty: 4900.131348
	Iteration 30Q: 3 clusters Score -2269538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2269541.750000 Penalty: 4900.131348
	Iteration 31Q: 3 clusters Score -2269542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2269545.750000 Penalty: 4900.131348
	Iteration 32Q: 3 clusters Score -2269546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2269546.500000 Penalty: 4900.131348
	Iteration 33Q: 3 clusters Score -2269546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2269549.250000 Penalty: 4900.131348
	Iteration 34Q: 3 clusters Score -2269549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2269548.750000 Penalty: 4900.131348
	Iteration 35Q: 3 clusters Score -2269549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2269555.250000 Penalty: 4900.131348
	Iteration 36Q: 3 clusters Score -2269555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2269550.500000 Penalty: 4900.131348
	Iteration 37Q: 3 clusters Score -2269550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2269556.250000 Penalty: 4900.131348
	Iteration 38Q: 3 clusters Score -2269556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2269559.500000 Penalty: 4900.131348
	Iteration 39Q: 3 clusters Score -2269560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2269563.250000 Penalty: 4900.131348
	Iteration 40F: 3 clusters Score -2269563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2269565.000000 Penalty: 4900.131348
	Iteration 41Q: 3 clusters Score -2269565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2269563.000000 Penalty: 4900.131348
	Iteration 42Q: 3 clusters Score -2269563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2269563.750000 Penalty: 4900.131348
	Iteration 43Q: 3 clusters Score -2269564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2269562.250000 Penalty: 4900.131348
	Iteration 44Q: 3 clusters Score -2269562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2269565.750000 Penalty: 4900.131348
	Iteration 45Q: 3 clusters Score -2269566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2269564.000000 Penalty: 4900.131348
	Iteration 46Q: 3 clusters Score -2269564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2269559.500000 Penalty: 4900.131348
	Iteration 47Q: 3 clusters Score -2269560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2269558.500000 Penalty: 4900.131348
	Iteration 48Q: 3 clusters Score -2269558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2269560.750000 Penalty: 4900.131348
	Iteration 49Q: 3 clusters Score -2269561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2269560.750000 Penalty: 4900.131348
	Iteration 50F: 3 clusters Score -2269561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99988.953125 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -99988.95 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100415.125000 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100415.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100743.546875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100743.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101104.382812 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -101104.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101386.890625 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101386.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101583.023438 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -101583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101660.671875 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -101660.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101718.656250 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101718.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101783.796875 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101783.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101826.726562 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101826.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101844.273438 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101858.132812 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101870.960938 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -101871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101877.734375 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -101877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101879.500000 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -101879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101879.500000 Penalty: 3448.553467
	Iteration 15F: 3 clusters Score -101879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -829004.812500 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -829004.8 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 3626 members 
Entering Unmasked Estep 
Score: -823006.687500 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -823006.7 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -824689.812500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -824689.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -825048.500000 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -825048.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -825393.125000 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -825393.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -825722.750000 Penalty: 4410.121094
	Iteration 4F: 3 clusters Score -825722.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -825980.687500 Penalty: 4410.121094
	Iteration 5F: 3 clusters Score -825980.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -826177.375000 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -826177.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -826334.687500 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -826334.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -826477.437500 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -826477.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -826604.250000 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -826604.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -826703.625000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -826703.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -826779.000000 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -826779 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -826843.500000 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -826843.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -826906.125000 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -826906.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -826956.625000 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -826956.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -826996.000000 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -826996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -827034.562500 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -827034.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -827066.250000 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -827066.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -827092.625000 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -827092.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -827120.062500 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -827120.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -827144.312500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -827144.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -827169.750000 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -827169.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -827191.937500 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -827191.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -827211.312500 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -827211.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -827221.812500 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -827221.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -827244.437500 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -827244.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -827269.250000 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -827269.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -827294.250000 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -827294.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -827319.187500 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -827319.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -827347.000000 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -827347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -827381.312500 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -827381.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -827428.187500 Penalty: 4410.121094
	Iteration 31Q: 3 clusters Score -827428.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -827474.875000 Penalty: 4410.121094
	Iteration 32Q: 3 clusters Score -827474.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -827510.937500 Penalty: 4410.121094
	Iteration 33Q: 3 clusters Score -827510.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -827533.437500 Penalty: 4410.121094
	Iteration 34Q: 3 clusters Score -827533.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -827548.812500 Penalty: 4410.121094
	Iteration 35Q: 3 clusters Score -827548.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -827561.687500 Penalty: 4410.121094
	Iteration 36Q: 3 clusters Score -827561.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -827571.875000 Penalty: 4410.121094
	Iteration 37Q: 3 clusters Score -827571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -827583.312500 Penalty: 4410.121094
	Iteration 38Q: 3 clusters Score -827583.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -827595.062500 Penalty: 4410.121094
	Iteration 39Q: 3 clusters Score -827595.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -827605.250000 Penalty: 4410.121094
	Iteration 40F: 3 clusters Score -827605.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -827613.625000 Penalty: 4410.121094
	Iteration 41Q: 3 clusters Score -827613.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -827625.875000 Penalty: 4410.121094
	Iteration 42Q: 3 clusters Score -827625.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -827629.312500 Penalty: 4410.121094
	Iteration 43Q: 3 clusters Score -827629.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -827635.937500 Penalty: 4410.121094
	Iteration 44Q: 3 clusters Score -827635.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -827642.500000 Penalty: 4410.121094
	Iteration 45Q: 3 clusters Score -827642.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -827647.812500 Penalty: 4410.121094
	Iteration 46Q: 3 clusters Score -827647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -827651.062500 Penalty: 4410.121094
	Iteration 47Q: 3 clusters Score -827651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -827654.562500 Penalty: 4410.121094
	Iteration 48Q: 3 clusters Score -827654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -827657.437500 Penalty: 4410.121094
	Iteration 49Q: 3 clusters Score -827657.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -827661.187500 Penalty: 4410.121094
	Iteration 50Q: 3 clusters Score -827661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -827664.812500 Penalty: 4410.121094
	Iteration 51Q: 3 clusters Score -827664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -827669.062500 Penalty: 4410.121094
	Iteration 52Q: 3 clusters Score -827669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -827668.937500 Penalty: 4410.121094
	Iteration 53Q: 3 clusters Score -827668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -827670.750000 Penalty: 4410.121094
	Iteration 54Q: 3 clusters Score -827670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -827672.312500 Penalty: 4410.121094
	Iteration 55Q: 3 clusters Score -827672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -827675.062500 Penalty: 4410.121094
	Iteration 56Q: 3 clusters Score -827675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -827675.437500 Penalty: 4410.121094
	Iteration 57Q: 3 clusters Score -827675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -827677.125000 Penalty: 4410.121094
	Iteration 58Q: 3 clusters Score -827677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -827677.875000 Penalty: 4410.121094
	Iteration 59Q: 3 clusters Score -827677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -827679.062500 Penalty: 4410.121094
	Iteration 60F: 3 clusters Score -827679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -827678.062500 Penalty: 4410.121094
	Iteration 61Q: 3 clusters Score -827678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -827678.062500 Penalty: 4410.121094
	Iteration 62F: 3 clusters Score -827678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321181 members 
Entering Unmasked Estep 
Score: -37531304.000000 Penalty: 3144.580566
	Iteration 0F: 2 clusters Score -3.75313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -37320684.000000 Penalty: 6289.161133
	Iteration 0F: 3 clusters Score -3.732068e+07 nChanged 156042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 159592 members 
Entering Unmasked Estep 
Score: -37413332.000000 Penalty: 6289.161133
	Iteration 1F: 3 clusters Score -3.741333e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161823 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -37415264.000000 Penalty: 6289.161133
	Iteration 2Q: 3 clusters Score -3.741526e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 158973 members 
Entering Unmasked Estep 
Score: -37418244.000000 Penalty: 6289.161133
	Iteration 3Q: 3 clusters Score -3.741824e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163210 members 
Mstep: Class 2 contains 157971 members 
Entering Unmasked Estep 
Score: -37423016.000000 Penalty: 6289.161133
	Iteration 4Q: 3 clusters Score -3.742302e+07 nChanged 14898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165370 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -37430360.000000 Penalty: 6289.161133
	Iteration 5Q: 3 clusters Score -3.743036e+07 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -37442952.000000 Penalty: 6289.161133
	Iteration 6F: 3 clusters Score -3.744295e+07 nChanged 23380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176265 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -37462976.000000 Penalty: 6289.161133
	Iteration 7F: 3 clusters Score -3.746298e+07 nChanged 25498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184499 members 
Mstep: Class 2 contains 136682 members 
Entering Unmasked Estep 
Score: -37486584.000000 Penalty: 6289.161133
	Iteration 8F: 3 clusters Score -3.748658e+07 nChanged 22096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191493 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -37503328.000000 Penalty: 6289.161133
	Iteration 9F: 3 clusters Score -3.750333e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196478 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -37510040.000000 Penalty: 6289.161133
	Iteration 10Q: 3 clusters Score -3.751004e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200637 members 
Mstep: Class 2 contains 120544 members 
Entering Unmasked Estep 
Score: -37513440.000000 Penalty: 6289.161133
	Iteration 11Q: 3 clusters Score -3.751344e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204285 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -37515964.000000 Penalty: 6289.161133
	Iteration 12Q: 3 clusters Score -3.751596e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207568 members 
Mstep: Class 2 contains 113613 members 
Entering Unmasked Estep 
Score: -37517652.000000 Penalty: 6289.161133
	Iteration 13Q: 3 clusters Score -3.751765e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210632 members 
Mstep: Class 2 contains 110549 members 
Entering Unmasked Estep 
Score: -37518676.000000 Penalty: 6289.161133
	Iteration 14Q: 3 clusters Score -3.751868e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213743 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -37519328.000000 Penalty: 6289.161133
	Iteration 15Q: 3 clusters Score -3.751933e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216792 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -37520064.000000 Penalty: 6289.161133
	Iteration 16Q: 3 clusters Score -3.752006e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219854 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -37520716.000000 Penalty: 6289.161133
	Iteration 17Q: 3 clusters Score -3.752072e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222976 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -37521112.000000 Penalty: 6289.161133
	Iteration 18Q: 3 clusters Score -3.752111e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226317 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -37521692.000000 Penalty: 6289.161133
	Iteration 19Q: 3 clusters Score -3.752169e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229740 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -37522348.000000 Penalty: 6289.161133
	Iteration 20F: 3 clusters Score -3.752235e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233160 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -37522912.000000 Penalty: 6289.161133
	Iteration 21Q: 3 clusters Score -3.752291e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236516 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -37523088.000000 Penalty: 6289.161133
	Iteration 22Q: 3 clusters Score -3.752309e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239855 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -37523384.000000 Penalty: 6289.161133
	Iteration 23Q: 3 clusters Score -3.752338e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243258 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -37524180.000000 Penalty: 6289.161133
	Iteration 24Q: 3 clusters Score -3.752418e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246564 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -37524572.000000 Penalty: 6289.161133
	Iteration 25Q: 3 clusters Score -3.752457e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249859 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -37524952.000000 Penalty: 6289.161133
	Iteration 26Q: 3 clusters Score -3.752495e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253135 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -37525376.000000 Penalty: 6289.161133
	Iteration 27Q: 3 clusters Score -3.752538e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256364 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -37525788.000000 Penalty: 6289.161133
	Iteration 28Q: 3 clusters Score -3.752579e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259482 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -37526328.000000 Penalty: 6289.161133
	Iteration 29Q: 3 clusters Score -3.752633e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262531 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -37526840.000000 Penalty: 6289.161133
	Iteration 30Q: 3 clusters Score -3.752684e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265468 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -37527312.000000 Penalty: 6289.161133
	Iteration 31Q: 3 clusters Score -3.752731e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268344 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -37527680.000000 Penalty: 6289.161133
	Iteration 32Q: 3 clusters Score -3.752768e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271105 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -37528196.000000 Penalty: 6289.161133
	Iteration 33Q: 3 clusters Score -3.75282e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273690 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -37528412.000000 Penalty: 6289.161133
	Iteration 34Q: 3 clusters Score -3.752841e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276157 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -37528784.000000 Penalty: 6289.161133
	Iteration 35Q: 3 clusters Score -3.752878e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278505 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -37529180.000000 Penalty: 6289.161133
	Iteration 36Q: 3 clusters Score -3.752918e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280723 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -37529712.000000 Penalty: 6289.161133
	Iteration 37Q: 3 clusters Score -3.752971e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282790 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -37530000.000000 Penalty: 6289.161133
	Iteration 38Q: 3 clusters Score -3.753e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284815 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -37530312.000000 Penalty: 6289.161133
	Iteration 39Q: 3 clusters Score -3.753031e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286702 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -37530592.000000 Penalty: 6289.161133
	Iteration 40F: 3 clusters Score -3.753059e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288367 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -37530840.000000 Penalty: 6289.161133
	Iteration 41Q: 3 clusters Score -3.753084e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289925 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -37531128.000000 Penalty: 6289.161133
	Iteration 42Q: 3 clusters Score -3.753113e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291411 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -37531300.000000 Penalty: 6289.161133
	Iteration 43Q: 3 clusters Score -3.75313e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292819 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -37531576.000000 Penalty: 6289.161133
	Iteration 44Q: 3 clusters Score -3.753158e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294071 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -37531696.000000 Penalty: 6289.161133
	Iteration 45Q: 3 clusters Score -3.75317e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295254 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -37531744.000000 Penalty: 6289.161133
	Iteration 46Q: 3 clusters Score -3.753174e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296413 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -37531988.000000 Penalty: 6289.161133
	Iteration 47Q: 3 clusters Score -3.753199e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297510 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -37532104.000000 Penalty: 6289.161133
	Iteration 48Q: 3 clusters Score -3.75321e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298556 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -37532312.000000 Penalty: 6289.161133
	Iteration 49Q: 3 clusters Score -3.753231e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299587 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -37532460.000000 Penalty: 6289.161133
	Iteration 50Q: 3 clusters Score -3.753246e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300537 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -37532668.000000 Penalty: 6289.161133
	Iteration 51Q: 3 clusters Score -3.753267e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301392 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -37532620.000000 Penalty: 6289.161133
	Iteration 52Q: 3 clusters Score -3.753262e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302195 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -37532752.000000 Penalty: 6289.161133
	Iteration 53Q: 3 clusters Score -3.753275e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302992 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -37532704.000000 Penalty: 6289.161133
	Iteration 54Q: 3 clusters Score -3.75327e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303764 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -37532896.000000 Penalty: 6289.161133
	Iteration 55Q: 3 clusters Score -3.75329e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304470 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -37532892.000000 Penalty: 6289.161133
	Iteration 56Q: 3 clusters Score -3.753289e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305103 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -37532832.000000 Penalty: 6289.161133
	Iteration 57Q: 3 clusters Score -3.753283e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305721 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -37532916.000000 Penalty: 6289.161133
	Iteration 58Q: 3 clusters Score -3.753292e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306354 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -37532864.000000 Penalty: 6289.161133
	Iteration 59Q: 3 clusters Score -3.753286e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306991 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -37532948.000000 Penalty: 6289.161133
	Iteration 60F: 3 clusters Score -3.753295e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307571 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -37533004.000000 Penalty: 6289.161133
	Iteration 61Q: 3 clusters Score -3.7533e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308153 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -37532988.000000 Penalty: 6289.161133
	Iteration 62Q: 3 clusters Score -3.753299e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308708 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -37533028.000000 Penalty: 6289.161133
	Iteration 63Q: 3 clusters Score -3.753303e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309215 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -37532984.000000 Penalty: 6289.161133
	Iteration 64Q: 3 clusters Score -3.753298e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309765 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -37532960.000000 Penalty: 6289.161133
	Iteration 65Q: 3 clusters Score -3.753296e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310300 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -37532852.000000 Penalty: 6289.161133
	Iteration 66Q: 3 clusters Score -3.753285e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310782 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -37532772.000000 Penalty: 6289.161133
	Iteration 67Q: 3 clusters Score -3.753277e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311241 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -37532700.000000 Penalty: 6289.161133
	Iteration 68Q: 3 clusters Score -3.75327e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311664 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -37532704.000000 Penalty: 6289.161133
	Iteration 69Q: 3 clusters Score -3.75327e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312062 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -37532612.000000 Penalty: 6289.161133
	Iteration 70Q: 3 clusters Score -3.753261e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312440 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -37532460.000000 Penalty: 6289.161133
	Iteration 71Q: 3 clusters Score -3.753246e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312785 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -37532444.000000 Penalty: 6289.161133
	Iteration 72Q: 3 clusters Score -3.753244e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313103 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -37532328.000000 Penalty: 6289.161133
	Iteration 73Q: 3 clusters Score -3.753233e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313440 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -37532264.000000 Penalty: 6289.161133
	Iteration 74Q: 3 clusters Score -3.753226e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313749 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -37532108.000000 Penalty: 6289.161133
	Iteration 75Q: 3 clusters Score -3.753211e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314048 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -37531956.000000 Penalty: 6289.161133
	Iteration 76Q: 3 clusters Score -3.753196e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314328 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -37531828.000000 Penalty: 6289.161133
	Iteration 77Q: 3 clusters Score -3.753183e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314581 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -37531680.000000 Penalty: 6289.161133
	Iteration 78Q: 3 clusters Score -3.753168e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314816 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.753163e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315038 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -37531576.000000 Penalty: 6289.161133
	Iteration 80F: 3 clusters Score -3.753158e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315256 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.753148e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315432 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -37531452.000000 Penalty: 6289.161133
	Iteration 82Q: 3 clusters Score -3.753145e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315585 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -37531484.000000 Penalty: 6289.161133
	Iteration 83Q: 3 clusters Score -3.753148e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315744 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -37531408.000000 Penalty: 6289.161133
	Iteration 84Q: 3 clusters Score -3.753141e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315887 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -37531408.000000 Penalty: 6289.161133
	Iteration 85Q: 3 clusters Score -3.753141e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316002 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -37531372.000000 Penalty: 6289.161133
	Iteration 86Q: 3 clusters Score -3.753137e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316117 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -37531360.000000 Penalty: 6289.161133
	Iteration 87Q: 3 clusters Score -3.753136e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316228 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -37531336.000000 Penalty: 6289.161133
	Iteration 88Q: 3 clusters Score -3.753134e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316329 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -37531280.000000 Penalty: 6289.161133
	Iteration 89Q: 3 clusters Score -3.753128e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316432 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -37531244.000000 Penalty: 6289.161133
	Iteration 90Q: 3 clusters Score -3.753124e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316509 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -37531200.000000 Penalty: 6289.161133
	Iteration 91Q: 3 clusters Score -3.75312e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316576 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -37531180.000000 Penalty: 6289.161133
	Iteration 92Q: 3 clusters Score -3.753118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316634 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -37531148.000000 Penalty: 6289.161133
	Iteration 93Q: 3 clusters Score -3.753115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316692 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -37531100.000000 Penalty: 6289.161133
	Iteration 94Q: 3 clusters Score -3.75311e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316749 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -37531072.000000 Penalty: 6289.161133
	Iteration 95Q: 3 clusters Score -3.753107e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316800 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -37531024.000000 Penalty: 6289.161133
	Iteration 96Q: 3 clusters Score -3.753102e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316872 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -37531008.000000 Penalty: 6289.161133
	Iteration 97Q: 3 clusters Score -3.753101e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316944 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -37530920.000000 Penalty: 6289.161133
	Iteration 98Q: 3 clusters Score -3.753092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317006 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -37530920.000000 Penalty: 6289.161133
	Iteration 99Q: 3 clusters Score -3.753092e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317071 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -37530900.000000 Penalty: 6289.161133
	Iteration 100F: 3 clusters Score -3.75309e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317149 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -37530896.000000 Penalty: 6289.161133
	Iteration 101Q: 3 clusters Score -3.75309e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317225 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -37530860.000000 Penalty: 6289.161133
	Iteration 102Q: 3 clusters Score -3.753086e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317297 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -37530816.000000 Penalty: 6289.161133
	Iteration 103Q: 3 clusters Score -3.753082e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317359 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -37530820.000000 Penalty: 6289.161133
	Iteration 104Q: 3 clusters Score -3.753082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317415 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -37530788.000000 Penalty: 6289.161133
	Iteration 105Q: 3 clusters Score -3.753079e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317458 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -37530752.000000 Penalty: 6289.161133
	Iteration 106Q: 3 clusters Score -3.753075e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317505 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -37530752.000000 Penalty: 6289.161133
	Iteration 107Q: 3 clusters Score -3.753075e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317553 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -37530748.000000 Penalty: 6289.161133
	Iteration 108Q: 3 clusters Score -3.753075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317588 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -37530688.000000 Penalty: 6289.161133
	Iteration 109Q: 3 clusters Score -3.753069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317618 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -37530684.000000 Penalty: 6289.161133
	Iteration 110Q: 3 clusters Score -3.753068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317639 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -37530680.000000 Penalty: 6289.161133
	Iteration 111Q: 3 clusters Score -3.753068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317654 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -37530704.000000 Penalty: 6289.161133
	Iteration 112Q: 3 clusters Score -3.75307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317666 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -37530684.000000 Penalty: 6289.161133
	Iteration 113Q: 3 clusters Score -3.753068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317680 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -37530684.000000 Penalty: 6289.161133
	Iteration 114Q: 3 clusters Score -3.753068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317696 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -37530696.000000 Penalty: 6289.161133
	Iteration 115Q: 3 clusters Score -3.75307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317709 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -37530688.000000 Penalty: 6289.161133
	Iteration 116Q: 3 clusters Score -3.753069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317717 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -37530668.000000 Penalty: 6289.161133
	Iteration 117Q: 3 clusters Score -3.753067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317723 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -37530700.000000 Penalty: 6289.161133
	Iteration 118Q: 3 clusters Score -3.75307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317728 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -37530688.000000 Penalty: 6289.161133
	Iteration 119Q: 3 clusters Score -3.753069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317732 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -37530692.000000 Penalty: 6289.161133
	Iteration 120F: 3 clusters Score -3.753069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317738 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -37530684.000000 Penalty: 6289.161133
	Iteration 121Q: 3 clusters Score -3.753068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317746 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -37530656.000000 Penalty: 6289.161133
	Iteration 122Q: 3 clusters Score -3.753066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317755 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -37530652.000000 Penalty: 6289.161133
	Iteration 123Q: 3 clusters Score -3.753065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317769 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -37530652.000000 Penalty: 6289.161133
	Iteration 124Q: 3 clusters Score -3.753065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317780 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -37530628.000000 Penalty: 6289.161133
	Iteration 125Q: 3 clusters Score -3.753063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317788 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -37530640.000000 Penalty: 6289.161133
	Iteration 126Q: 3 clusters Score -3.753064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317799 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -37530636.000000 Penalty: 6289.161133
	Iteration 127Q: 3 clusters Score -3.753064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317808 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -37530644.000000 Penalty: 6289.161133
	Iteration 128Q: 3 clusters Score -3.753064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317812 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -37530656.000000 Penalty: 6289.161133
	Iteration 129Q: 3 clusters Score -3.753066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317817 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -37530632.000000 Penalty: 6289.161133
	Iteration 130Q: 3 clusters Score -3.753063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317824 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -37530640.000000 Penalty: 6289.161133
	Iteration 131Q: 3 clusters Score -3.753064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317831 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -37530632.000000 Penalty: 6289.161133
	Iteration 132Q: 3 clusters Score -3.753063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317838 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -37530656.000000 Penalty: 6289.161133
	Iteration 133Q: 3 clusters Score -3.753066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317846 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -37530636.000000 Penalty: 6289.161133
	Iteration 134Q: 3 clusters Score -3.753064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317850 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -37530632.000000 Penalty: 6289.161133
	Iteration 135Q: 3 clusters Score -3.753063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317855 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -37530612.000000 Penalty: 6289.161133
	Iteration 136Q: 3 clusters Score -3.753061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317863 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -37530616.000000 Penalty: 6289.161133
	Iteration 137Q: 3 clusters Score -3.753062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317870 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -37530608.000000 Penalty: 6289.161133
	Iteration 138Q: 3 clusters Score -3.753061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317878 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -37530636.000000 Penalty: 6289.161133
	Iteration 139Q: 3 clusters Score -3.753064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317886 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -37530624.000000 Penalty: 6289.161133
	Iteration 140F: 3 clusters Score -3.753062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317894 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -37530612.000000 Penalty: 6289.161133
	Iteration 141Q: 3 clusters Score -3.753061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317901 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -37530616.000000 Penalty: 6289.161133
	Iteration 142Q: 3 clusters Score -3.753062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317905 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -37530612.000000 Penalty: 6289.161133
	Iteration 143Q: 3 clusters Score -3.753061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317910 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -37530620.000000 Penalty: 6289.161133
	Iteration 144Q: 3 clusters Score -3.753062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317915 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -37530596.000000 Penalty: 6289.161133
	Iteration 145Q: 3 clusters Score -3.75306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317918 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -37530608.000000 Penalty: 6289.161133
	Iteration 146Q: 3 clusters Score -3.753061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317921 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -37530628.000000 Penalty: 6289.161133
	Iteration 147Q: 3 clusters Score -3.753063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317922 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -37530624.000000 Penalty: 6289.161133
	Iteration 148Q: 3 clusters Score -3.753062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317925 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -37530604.000000 Penalty: 6289.161133
	Iteration 149Q: 3 clusters Score -3.75306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317930 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -37530608.000000 Penalty: 6289.161133
	Iteration 150Q: 3 clusters Score -3.753061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317931 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -37530604.000000 Penalty: 6289.161133
	Iteration 151Q: 3 clusters Score -3.75306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317932 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -37530600.000000 Penalty: 6289.161133
	Iteration 152Q: 3 clusters Score -3.75306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317935 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -37530588.000000 Penalty: 6289.161133
	Iteration 153Q: 3 clusters Score -3.753059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317941 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -37530580.000000 Penalty: 6289.161133
	Iteration 154Q: 3 clusters Score -3.753058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317943 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -37530564.000000 Penalty: 6289.161133
	Iteration 155Q: 3 clusters Score -3.753056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317945 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -37530580.000000 Penalty: 6289.161133
	Iteration 156Q: 3 clusters Score -3.753058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317947 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -37530584.000000 Penalty: 6289.161133
	Iteration 157Q: 3 clusters Score -3.753058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317947 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -37530584.000000 Penalty: 6289.161133
	Iteration 158F: 3 clusters Score -3.753058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Entering Unmasked Estep 
Score: -9023969.000000 Penalty: 2797.858398
	Iteration 0F: 2 clusters Score -9023969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8970791.000000 Penalty: 5595.716797
	Iteration 0F: 3 clusters Score -8970791 nChanged 37473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -8992065.000000 Penalty: 5595.716797
	Iteration 1F: 3 clusters Score -8992065 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8993098.000000 Penalty: 5595.716797
	Iteration 2Q: 3 clusters Score -8993098 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -8994475.000000 Penalty: 5595.716797
	Iteration 3Q: 3 clusters Score -8994475 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8996405.000000 Penalty: 5595.716797
	Iteration 4Q: 3 clusters Score -8996405 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -8998971.000000 Penalty: 5595.716797
	Iteration 5F: 3 clusters Score -8998971 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -9002020.000000 Penalty: 5595.716797
	Iteration 6F: 3 clusters Score -9002020 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -9005445.000000 Penalty: 5595.716797
	Iteration 7F: 3 clusters Score -9005445 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -9008208.000000 Penalty: 5595.716797
	Iteration 8F: 3 clusters Score -9008208 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -9010061.000000 Penalty: 5595.716797
	Iteration 9Q: 3 clusters Score -9010061 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -9011318.000000 Penalty: 5595.716797
	Iteration 10Q: 3 clusters Score -9011318 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -9012129.000000 Penalty: 5595.716797
	Iteration 11Q: 3 clusters Score -9012129 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -9012904.000000 Penalty: 5595.716797
	Iteration 12Q: 3 clusters Score -9012904 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -9013542.000000 Penalty: 5595.716797
	Iteration 13Q: 3 clusters Score -9013542 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9014167.000000 Penalty: 5595.716797
	Iteration 14Q: 3 clusters Score -9014167 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -9014763.000000 Penalty: 5595.716797
	Iteration 15Q: 3 clusters Score -9014763 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -9015300.000000 Penalty: 5595.716797
	Iteration 16Q: 3 clusters Score -9015300 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -9015875.000000 Penalty: 5595.716797
	Iteration 17Q: 3 clusters Score -9015875 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -9016434.000000 Penalty: 5595.716797
	Iteration 18Q: 3 clusters Score -9016434 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -9016998.000000 Penalty: 5595.716797
	Iteration 19Q: 3 clusters Score -9016998 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -9017549.000000 Penalty: 5595.716797
	Iteration 20F: 3 clusters Score -9017549 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -9017965.000000 Penalty: 5595.716797
	Iteration 21Q: 3 clusters Score -9017965 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -9018438.000000 Penalty: 5595.716797
	Iteration 22Q: 3 clusters Score -9018438 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -9018902.000000 Penalty: 5595.716797
	Iteration 23Q: 3 clusters Score -9018902 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -9019309.000000 Penalty: 5595.716797
	Iteration 24Q: 3 clusters Score -9019309 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -9019672.000000 Penalty: 5595.716797
	Iteration 25Q: 3 clusters Score -9019672 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -9019981.000000 Penalty: 5595.716797
	Iteration 26Q: 3 clusters Score -9019981 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -9020235.000000 Penalty: 5595.716797
	Iteration 27Q: 3 clusters Score -9020235 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -9020444.000000 Penalty: 5595.716797
	Iteration 28Q: 3 clusters Score -9020444 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -9020685.000000 Penalty: 5595.716797
	Iteration 29Q: 3 clusters Score -9020685 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -9020880.000000 Penalty: 5595.716797
	Iteration 30Q: 3 clusters Score -9020880 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -9021036.000000 Penalty: 5595.716797
	Iteration 31Q: 3 clusters Score -9021036 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -9021199.000000 Penalty: 5595.716797
	Iteration 32Q: 3 clusters Score -9021199 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -9021300.000000 Penalty: 5595.716797
	Iteration 33Q: 3 clusters Score -9021300 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -9021413.000000 Penalty: 5595.716797
	Iteration 34Q: 3 clusters Score -9021413 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -9021488.000000 Penalty: 5595.716797
	Iteration 35Q: 3 clusters Score -9021488 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -9021548.000000 Penalty: 5595.716797
	Iteration 36Q: 3 clusters Score -9021548 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -9021629.000000 Penalty: 5595.716797
	Iteration 37Q: 3 clusters Score -9021629 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -9021644.000000 Penalty: 5595.716797
	Iteration 38Q: 3 clusters Score -9021644 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9021702.000000 Penalty: 5595.716797
	Iteration 39Q: 3 clusters Score -9021702 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -9021721.000000 Penalty: 5595.716797
	Iteration 40F: 3 clusters Score -9021721 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -9021725.000000 Penalty: 5595.716797
	Iteration 41Q: 3 clusters Score -9021725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -9021741.000000 Penalty: 5595.716797
	Iteration 42Q: 3 clusters Score -9021741 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -9021776.000000 Penalty: 5595.716797
	Iteration 43Q: 3 clusters Score -9021776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -9021816.000000 Penalty: 5595.716797
	Iteration 44Q: 3 clusters Score -9021816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -9021819.000000 Penalty: 5595.716797
	Iteration 45Q: 3 clusters Score -9021819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -9021831.000000 Penalty: 5595.716797
	Iteration 46Q: 3 clusters Score -9021831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -9021845.000000 Penalty: 5595.716797
	Iteration 47Q: 3 clusters Score -9021845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -9021870.000000 Penalty: 5595.716797
	Iteration 48Q: 3 clusters Score -9021870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -9021883.000000 Penalty: 5595.716797
	Iteration 49Q: 3 clusters Score -9021883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -9021895.000000 Penalty: 5595.716797
	Iteration 50Q: 3 clusters Score -9021895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -9021913.000000 Penalty: 5595.716797
	Iteration 51Q: 3 clusters Score -9021913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -9021921.000000 Penalty: 5595.716797
	Iteration 52Q: 3 clusters Score -9021921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -9021935.000000 Penalty: 5595.716797
	Iteration 53Q: 3 clusters Score -9021935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -9021946.000000 Penalty: 5595.716797
	Iteration 54Q: 3 clusters Score -9021946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -9021965.000000 Penalty: 5595.716797
	Iteration 55Q: 3 clusters Score -9021965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -9021978.000000 Penalty: 5595.716797
	Iteration 56Q: 3 clusters Score -9021978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9021985.000000 Penalty: 5595.716797
	Iteration 57Q: 3 clusters Score -9021985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -9021981.000000 Penalty: 5595.716797
	Iteration 58Q: 3 clusters Score -9021981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -9021975.000000 Penalty: 5595.716797
	Iteration 59Q: 3 clusters Score -9021975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -9021988.000000 Penalty: 5595.716797
	Iteration 60F: 3 clusters Score -9021988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -9021991.000000 Penalty: 5595.716797
	Iteration 61Q: 3 clusters Score -9021991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -9021988.000000 Penalty: 5595.716797
	Iteration 62Q: 3 clusters Score -9021988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -9021998.000000 Penalty: 5595.716797
	Iteration 63Q: 3 clusters Score -9021998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -9021998.000000 Penalty: 5595.716797
	Iteration 64Q: 3 clusters Score -9021998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -9022007.000000 Penalty: 5595.716797
	Iteration 65Q: 3 clusters Score -9022007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -9022006.000000 Penalty: 5595.716797
	Iteration 66Q: 3 clusters Score -9022006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -9022006.000000 Penalty: 5595.716797
	Iteration 67Q: 3 clusters Score -9022006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -9022000.000000 Penalty: 5595.716797
	Iteration 68Q: 3 clusters Score -9022000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -9021997.000000 Penalty: 5595.716797
	Iteration 69Q: 3 clusters Score -9021997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -9022007.000000 Penalty: 5595.716797
	Iteration 70Q: 3 clusters Score -9022007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -9021998.000000 Penalty: 5595.716797
	Iteration 71Q: 3 clusters Score -9021998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -9021998.000000 Penalty: 5595.716797
	Iteration 72Q: 3 clusters Score -9021998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -9022001.000000 Penalty: 5595.716797
	Iteration 73Q: 3 clusters Score -9022001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -9022001.000000 Penalty: 5595.716797
	Iteration 74Q: 3 clusters Score -9022001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -9022017.000000 Penalty: 5595.716797
	Iteration 75Q: 3 clusters Score -9022017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -9022020.000000 Penalty: 5595.716797
	Iteration 76Q: 3 clusters Score -9022020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -9022019.000000 Penalty: 5595.716797
	Iteration 77Q: 3 clusters Score -9022019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -9022030.000000 Penalty: 5595.716797
	Iteration 78Q: 3 clusters Score -9022030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -9022027.000000 Penalty: 5595.716797
	Iteration 79Q: 3 clusters Score -9022027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -9022028.000000 Penalty: 5595.716797
	Iteration 80F: 3 clusters Score -9022028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -9022026.000000 Penalty: 5595.716797
	Iteration 81Q: 3 clusters Score -9022026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -9022030.000000 Penalty: 5595.716797
	Iteration 82Q: 3 clusters Score -9022030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -9022032.000000 Penalty: 5595.716797
	Iteration 83Q: 3 clusters Score -9022032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -9022038.000000 Penalty: 5595.716797
	Iteration 84Q: 3 clusters Score -9022038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -9022038.000000 Penalty: 5595.716797
	Iteration 85F: 3 clusters Score -9022038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Entering Unmasked Estep 
Score: -6042932.000000 Penalty: 2689.065430
	Iteration 0F: 2 clusters Score -6042932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6008438.500000 Penalty: 5378.130859
	Iteration 0F: 3 clusters Score -6008438 nChanged 23673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -6021411.000000 Penalty: 5378.130859
	Iteration 1F: 3 clusters Score -6021411 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6022302.500000 Penalty: 5378.130859
	Iteration 2Q: 3 clusters Score -6022302 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -6023424.000000 Penalty: 5378.130859
	Iteration 3F: 3 clusters Score -6023424 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6025143.500000 Penalty: 5378.130859
	Iteration 4F: 3 clusters Score -6025144 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6027873.000000 Penalty: 5378.130859
	Iteration 5F: 3 clusters Score -6027873 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -6031347.000000 Penalty: 5378.130859
	Iteration 6F: 3 clusters Score -6031347 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -6034765.500000 Penalty: 5378.130859
	Iteration 7F: 3 clusters Score -6034766 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6037307.500000 Penalty: 5378.130859
	Iteration 8F: 3 clusters Score -6037308 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6038745.500000 Penalty: 5378.130859
	Iteration 9Q: 3 clusters Score -6038746 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6039636.000000 Penalty: 5378.130859
	Iteration 10Q: 3 clusters Score -6039636 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -6040099.000000 Penalty: 5378.130859
	Iteration 11Q: 3 clusters Score -6040099 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -6040395.000000 Penalty: 5378.130859
	Iteration 12Q: 3 clusters Score -6040395 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6040570.000000 Penalty: 5378.130859
	Iteration 13Q: 3 clusters Score -6040570 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6040694.000000 Penalty: 5378.130859
	Iteration 14Q: 3 clusters Score -6040694 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -6040772.000000 Penalty: 5378.130859
	Iteration 15Q: 3 clusters Score -6040772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -6040834.500000 Penalty: 5378.130859
	Iteration 16Q: 3 clusters Score -6040834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -6040888.500000 Penalty: 5378.130859
	Iteration 17Q: 3 clusters Score -6040888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6040911.000000 Penalty: 5378.130859
	Iteration 18Q: 3 clusters Score -6040911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -6040948.500000 Penalty: 5378.130859
	Iteration 19Q: 3 clusters Score -6040948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -6040970.000000 Penalty: 5378.130859
	Iteration 20F: 3 clusters Score -6040970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6040963.500000 Penalty: 5378.130859
	Iteration 21Q: 3 clusters Score -6040964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -6040990.000000 Penalty: 5378.130859
	Iteration 22Q: 3 clusters Score -6040990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -6041016.000000 Penalty: 5378.130859
	Iteration 23Q: 3 clusters Score -6041016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -6041014.000000 Penalty: 5378.130859
	Iteration 24Q: 3 clusters Score -6041014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6041018.500000 Penalty: 5378.130859
	Iteration 25Q: 3 clusters Score -6041018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6041022.000000 Penalty: 5378.130859
	Iteration 26Q: 3 clusters Score -6041022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6041034.000000 Penalty: 5378.130859
	Iteration 27Q: 3 clusters Score -6041034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6041046.500000 Penalty: 5378.130859
	Iteration 28Q: 3 clusters Score -6041046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -6041055.000000 Penalty: 5378.130859
	Iteration 29Q: 3 clusters Score -6041055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -6041063.000000 Penalty: 5378.130859
	Iteration 30Q: 3 clusters Score -6041063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6041067.500000 Penalty: 5378.130859
	Iteration 31Q: 3 clusters Score -6041068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -6041072.500000 Penalty: 5378.130859
	Iteration 32Q: 3 clusters Score -6041072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -6041092.000000 Penalty: 5378.130859
	Iteration 33Q: 3 clusters Score -6041092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6041093.500000 Penalty: 5378.130859
	Iteration 34Q: 3 clusters Score -6041094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6041100.500000 Penalty: 5378.130859
	Iteration 35Q: 3 clusters Score -6041100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6041111.500000 Penalty: 5378.130859
	Iteration 36Q: 3 clusters Score -6041112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -6041112.000000 Penalty: 5378.130859
	Iteration 37Q: 3 clusters Score -6041112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6041119.500000 Penalty: 5378.130859
	Iteration 38Q: 3 clusters Score -6041120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6041129.000000 Penalty: 5378.130859
	Iteration 39Q: 3 clusters Score -6041129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -6041124.500000 Penalty: 5378.130859
	Iteration 40F: 3 clusters Score -6041124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6041120.000000 Penalty: 5378.130859
	Iteration 41Q: 3 clusters Score -6041120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -6041118.000000 Penalty: 5378.130859
	Iteration 42Q: 3 clusters Score -6041118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -6041104.500000 Penalty: 5378.130859
	Iteration 43Q: 3 clusters Score -6041104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6041108.500000 Penalty: 5378.130859
	Iteration 44Q: 3 clusters Score -6041108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -6041116.500000 Penalty: 5378.130859
	Iteration 45Q: 3 clusters Score -6041116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6041111.500000 Penalty: 5378.130859
	Iteration 46Q: 3 clusters Score -6041112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -6041113.000000 Penalty: 5378.130859
	Iteration 47Q: 3 clusters Score -6041113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6041107.500000 Penalty: 5378.130859
	Iteration 48Q: 3 clusters Score -6041108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6041103.500000 Penalty: 5378.130859
	Iteration 49Q: 3 clusters Score -6041104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -6041109.500000 Penalty: 5378.130859
	Iteration 50Q: 3 clusters Score -6041110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6041106.500000 Penalty: 5378.130859
	Iteration 51Q: 3 clusters Score -6041106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6041114.500000 Penalty: 5378.130859
	Iteration 52Q: 3 clusters Score -6041114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -6041118.500000 Penalty: 5378.130859
	Iteration 53Q: 3 clusters Score -6041118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6041121.000000 Penalty: 5378.130859
	Iteration 54Q: 3 clusters Score -6041121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -6041133.000000 Penalty: 5378.130859
	Iteration 55Q: 3 clusters Score -6041133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -6041130.500000 Penalty: 5378.130859
	Iteration 56Q: 3 clusters Score -6041130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6041140.500000 Penalty: 5378.130859
	Iteration 57Q: 3 clusters Score -6041140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -6041146.500000 Penalty: 5378.130859
	Iteration 58Q: 3 clusters Score -6041146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6041155.500000 Penalty: 5378.130859
	Iteration 59Q: 3 clusters Score -6041156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -6041154.500000 Penalty: 5378.130859
	Iteration 60F: 3 clusters Score -6041154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -6041157.000000 Penalty: 5378.130859
	Iteration 61Q: 3 clusters Score -6041157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6041158.500000 Penalty: 5378.130859
	Iteration 62Q: 3 clusters Score -6041158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6041158.500000 Penalty: 5378.130859
	Iteration 63F: 3 clusters Score -6041158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Entering Unmasked Estep 
Score: -11229229.000000 Penalty: 2842.925537
	Iteration 0F: 2 clusters Score -1.122923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -11165371.000000 Penalty: 5685.851074
	Iteration 0F: 3 clusters Score -1.116537e+07 nChanged 45097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -11191136.000000 Penalty: 5685.851074
	Iteration 1F: 3 clusters Score -1.119114e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -11192016.000000 Penalty: 5685.851074
	Iteration 2Q: 3 clusters Score -1.119202e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -11193333.000000 Penalty: 5685.851074
	Iteration 3Q: 3 clusters Score -1.119333e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -11195203.000000 Penalty: 5685.851074
	Iteration 4Q: 3 clusters Score -1.11952e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -11198500.000000 Penalty: 5685.851074
	Iteration 5F: 3 clusters Score -1.11985e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -11204171.000000 Penalty: 5685.851074
	Iteration 6F: 3 clusters Score -1.120417e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -11212053.000000 Penalty: 5685.851074
	Iteration 7F: 3 clusters Score -1.121205e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -11219873.000000 Penalty: 5685.851074
	Iteration 8F: 3 clusters Score -1.121987e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11224523.000000 Penalty: 5685.851074
	Iteration 9Q: 3 clusters Score -1.122452e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11226061.000000 Penalty: 5685.851074
	Iteration 10Q: 3 clusters Score -1.122606e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11226456.000000 Penalty: 5685.851074
	Iteration 11Q: 3 clusters Score -1.122646e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11226581.000000 Penalty: 5685.851074
	Iteration 12Q: 3 clusters Score -1.122658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11226614.000000 Penalty: 5685.851074
	Iteration 13Q: 3 clusters Score -1.122661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11226648.000000 Penalty: 5685.851074
	Iteration 14Q: 3 clusters Score -1.122665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11226646.000000 Penalty: 5685.851074
	Iteration 15Q: 3 clusters Score -1.122665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11226651.000000 Penalty: 5685.851074
	Iteration 16Q: 3 clusters Score -1.122665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11226656.000000 Penalty: 5685.851074
	Iteration 17Q: 3 clusters Score -1.122666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11226663.000000 Penalty: 5685.851074
	Iteration 18Q: 3 clusters Score -1.122666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11226663.000000 Penalty: 5685.851074
	Iteration 19F: 3 clusters Score -1.122666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Entering Unmasked Estep 
Score: -10791401.000000 Penalty: 2833.172852
	Iteration 0F: 2 clusters Score -1.07914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -10730557.000000 Penalty: 5666.345703
	Iteration 0F: 3 clusters Score -1.073056e+07 nChanged 43056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -10755021.000000 Penalty: 5666.345703
	Iteration 1F: 3 clusters Score -1.075502e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -10755985.000000 Penalty: 5666.345703
	Iteration 2Q: 3 clusters Score -1.075598e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -10756987.000000 Penalty: 5666.345703
	Iteration 3Q: 3 clusters Score -1.075699e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -10758219.000000 Penalty: 5666.345703
	Iteration 4Q: 3 clusters Score -1.075822e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -10759972.000000 Penalty: 5666.345703
	Iteration 5Q: 3 clusters Score -1.075997e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -10762544.000000 Penalty: 5666.345703
	Iteration 6F: 3 clusters Score -1.076254e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -10766627.000000 Penalty: 5666.345703
	Iteration 7F: 3 clusters Score -1.076663e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -10772140.000000 Penalty: 5666.345703
	Iteration 8F: 3 clusters Score -1.077214e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -10777508.000000 Penalty: 5666.345703
	Iteration 9F: 3 clusters Score -1.077751e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -10781678.000000 Penalty: 5666.345703
	Iteration 10F: 3 clusters Score -1.078168e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -10784179.000000 Penalty: 5666.345703
	Iteration 11Q: 3 clusters Score -1.078418e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -10785851.000000 Penalty: 5666.345703
	Iteration 12Q: 3 clusters Score -1.078585e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -10786889.000000 Penalty: 5666.345703
	Iteration 13Q: 3 clusters Score -1.078689e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -10787493.000000 Penalty: 5666.345703
	Iteration 14Q: 3 clusters Score -1.078749e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -10787928.000000 Penalty: 5666.345703
	Iteration 15Q: 3 clusters Score -1.078793e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -10788337.000000 Penalty: 5666.345703
	Iteration 16Q: 3 clusters Score -1.078834e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -10788608.000000 Penalty: 5666.345703
	Iteration 17Q: 3 clusters Score -1.078861e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -10788817.000000 Penalty: 5666.345703
	Iteration 18Q: 3 clusters Score -1.078882e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -10788967.000000 Penalty: 5666.345703
	Iteration 19Q: 3 clusters Score -1.078897e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -10789072.000000 Penalty: 5666.345703
	Iteration 20F: 3 clusters Score -1.078907e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -10789148.000000 Penalty: 5666.345703
	Iteration 21Q: 3 clusters Score -1.078915e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -10789247.000000 Penalty: 5666.345703
	Iteration 22Q: 3 clusters Score -1.078925e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -10789334.000000 Penalty: 5666.345703
	Iteration 23Q: 3 clusters Score -1.078933e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -10789374.000000 Penalty: 5666.345703
	Iteration 24Q: 3 clusters Score -1.078937e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -10789407.000000 Penalty: 5666.345703
	Iteration 25Q: 3 clusters Score -1.078941e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -10789423.000000 Penalty: 5666.345703
	Iteration 26Q: 3 clusters Score -1.078942e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -10789430.000000 Penalty: 5666.345703
	Iteration 27Q: 3 clusters Score -1.078943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 89342 members 
Entering Unmasked Estep 
Score: -10789458.000000 Penalty: 5666.345703
	Iteration 28Q: 3 clusters Score -1.078946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -10789460.000000 Penalty: 5666.345703
	Iteration 29Q: 3 clusters Score -1.078946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -10789452.000000 Penalty: 5666.345703
	Iteration 30Q: 3 clusters Score -1.078945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -10789467.000000 Penalty: 5666.345703
	Iteration 31Q: 3 clusters Score -1.078947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -10789457.000000 Penalty: 5666.345703
	Iteration 32Q: 3 clusters Score -1.078946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -10789462.000000 Penalty: 5666.345703
	Iteration 33Q: 3 clusters Score -1.078946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -10789462.000000 Penalty: 5666.345703
	Iteration 34Q: 3 clusters Score -1.078946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -10789479.000000 Penalty: 5666.345703
	Iteration 35Q: 3 clusters Score -1.078948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -10789479.000000 Penalty: 5666.345703
	Iteration 36Q: 3 clusters Score -1.078948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -10789473.000000 Penalty: 5666.345703
	Iteration 37Q: 3 clusters Score -1.078947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -10789486.000000 Penalty: 5666.345703
	Iteration 38Q: 3 clusters Score -1.078949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -10789488.000000 Penalty: 5666.345703
	Iteration 39Q: 3 clusters Score -1.078949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -10789490.000000 Penalty: 5666.345703
	Iteration 40F: 3 clusters Score -1.078949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -10789491.000000 Penalty: 5666.345703
	Iteration 41Q: 3 clusters Score -1.078949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -10789491.000000 Penalty: 5666.345703
	Iteration 42Q: 3 clusters Score -1.078949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -10789497.000000 Penalty: 5666.345703
	Iteration 43Q: 3 clusters Score -1.07895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -10789507.000000 Penalty: 5666.345703
	Iteration 44Q: 3 clusters Score -1.078951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -10789500.000000 Penalty: 5666.345703
	Iteration 45Q: 3 clusters Score -1.07895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -10789503.000000 Penalty: 5666.345703
	Iteration 46Q: 3 clusters Score -1.07895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -10789497.000000 Penalty: 5666.345703
	Iteration 47Q: 3 clusters Score -1.07895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -10789501.000000 Penalty: 5666.345703
	Iteration 48Q: 3 clusters Score -1.07895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -10789504.000000 Penalty: 5666.345703
	Iteration 49Q: 3 clusters Score -1.07895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -10789504.000000 Penalty: 5666.345703
	Iteration 50F: 3 clusters Score -1.07895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -534130.875000 Penalty: 2098.234375
	Iteration 0F: 2 clusters Score -534130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -529802.812500 Penalty: 4196.468750
	Iteration 0F: 3 clusters Score -529802.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -530809.625000 Penalty: 4196.468750
	Iteration 1F: 3 clusters Score -530809.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -530999.187500 Penalty: 4196.468750
	Iteration 2F: 3 clusters Score -530999.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -531133.187500 Penalty: 4196.468750
	Iteration 3Q: 3 clusters Score -531133.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -531228.875000 Penalty: 4196.468750
	Iteration 4Q: 3 clusters Score -531228.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -531313.187500 Penalty: 4196.468750
	Iteration 5Q: 3 clusters Score -531313.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -531407.687500 Penalty: 4196.468750
	Iteration 6Q: 3 clusters Score -531407.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -531540.562500 Penalty: 4196.468750
	Iteration 7Q: 3 clusters Score -531540.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -531707.500000 Penalty: 4196.468750
	Iteration 8Q: 3 clusters Score -531707.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -531890.312500 Penalty: 4196.468750
	Iteration 9Q: 3 clusters Score -531890.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -532098.125000 Penalty: 4196.468750
	Iteration 10Q: 3 clusters Score -532098.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -532332.687500 Penalty: 4196.468750
	Iteration 11Q: 3 clusters Score -532332.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -532652.125000 Penalty: 4196.468750
	Iteration 12Q: 3 clusters Score -532652.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -533050.312500 Penalty: 4196.468750
	Iteration 13F: 3 clusters Score -533050.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -533380.250000 Penalty: 4196.468750
	Iteration 14F: 3 clusters Score -533380.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -533705.062500 Penalty: 4196.468750
	Iteration 15F: 3 clusters Score -533705.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -534077.750000 Penalty: 4196.468750
	Iteration 16Q: 3 clusters Score -534077.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -534337.812500 Penalty: 4196.468750
	Iteration 17Q: 3 clusters Score -534337.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -534465.750000 Penalty: 4196.468750
	Iteration 18Q: 3 clusters Score -534465.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -534554.937500 Penalty: 4196.468750
	Iteration 19Q: 3 clusters Score -534554.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -534614.125000 Penalty: 4196.468750
	Iteration 20F: 3 clusters Score -534614.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -534646.937500 Penalty: 4196.468750
	Iteration 21Q: 3 clusters Score -534646.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -534662.125000 Penalty: 4196.468750
	Iteration 22Q: 3 clusters Score -534662.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -534673.625000 Penalty: 4196.468750
	Iteration 23Q: 3 clusters Score -534673.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -534685.062500 Penalty: 4196.468750
	Iteration 24Q: 3 clusters Score -534685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -534693.437500 Penalty: 4196.468750
	Iteration 25Q: 3 clusters Score -534693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -534699.062500 Penalty: 4196.468750
	Iteration 26Q: 3 clusters Score -534699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -534703.312500 Penalty: 4196.468750
	Iteration 27Q: 3 clusters Score -534703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -534704.312500 Penalty: 4196.468750
	Iteration 28Q: 3 clusters Score -534704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -534705.125000 Penalty: 4196.468750
	Iteration 29Q: 3 clusters Score -534705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -534704.812500 Penalty: 4196.468750
	Iteration 30Q: 3 clusters Score -534704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -534704.750000 Penalty: 4196.468750
	Iteration 31Q: 3 clusters Score -534704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -534704.750000 Penalty: 4196.468750
	Iteration 32F: 3 clusters Score -534704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175931 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323346 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321181 members 
Mstep: Class 18 contains 79355 members 
Mstep: Class 19 contains 51175 members 
Mstep: Class 20 contains 95169 members 
Mstep: Class 21 contains 91499 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 8470 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191042 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1964 members 
Entering Unmasked Estep 
Score: -183992848.000000 Penalty: 109879.187500
Splitting cluster 22 changes total score from -183993888.000000 to -183992848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -998921.375000 Penalty: 2242.982910
	Iteration 0F: 2 clusters Score -998921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -992230.125000 Penalty: 4485.965820
	Iteration 0F: 3 clusters Score -992230.1 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -994110.437500 Penalty: 4485.965820
	Iteration 1F: 3 clusters Score -994110.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -994464.312500 Penalty: 4485.965820
	Iteration 2F: 3 clusters Score -994464.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -994704.250000 Penalty: 4485.965820
	Iteration 3F: 3 clusters Score -994704.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -994941.625000 Penalty: 4485.965820
	Iteration 4Q: 3 clusters Score -994941.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -995155.875000 Penalty: 4485.965820
	Iteration 5Q: 3 clusters Score -995155.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -995359.187500 Penalty: 4485.965820
	Iteration 6Q: 3 clusters Score -995359.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -995565.000000 Penalty: 4485.965820
	Iteration 7Q: 3 clusters Score -995565 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -995798.625000 Penalty: 4485.965820
	Iteration 8Q: 3 clusters Score -995798.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -996061.250000 Penalty: 4485.965820
	Iteration 9Q: 3 clusters Score -996061.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -996283.812500 Penalty: 4485.965820
	Iteration 10Q: 3 clusters Score -996283.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -996487.937500 Penalty: 4485.965820
	Iteration 11Q: 3 clusters Score -996487.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -996672.812500 Penalty: 4485.965820
	Iteration 12Q: 3 clusters Score -996672.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -996817.187500 Penalty: 4485.965820
	Iteration 13Q: 3 clusters Score -996817.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -996924.250000 Penalty: 4485.965820
	Iteration 14Q: 3 clusters Score -996924.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -997022.812500 Penalty: 4485.965820
	Iteration 15Q: 3 clusters Score -997022.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -997093.875000 Penalty: 4485.965820
	Iteration 16Q: 3 clusters Score -997093.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -997133.812500 Penalty: 4485.965820
	Iteration 17Q: 3 clusters Score -997133.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -997171.437500 Penalty: 4485.965820
	Iteration 18Q: 3 clusters Score -997171.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -997198.437500 Penalty: 4485.965820
	Iteration 19Q: 3 clusters Score -997198.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -997224.562500 Penalty: 4485.965820
	Iteration 20F: 3 clusters Score -997224.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -997252.562500 Penalty: 4485.965820
	Iteration 21Q: 3 clusters Score -997252.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -997268.750000 Penalty: 4485.965820
	Iteration 22Q: 3 clusters Score -997268.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -997283.000000 Penalty: 4485.965820
	Iteration 23Q: 3 clusters Score -997283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -997295.437500 Penalty: 4485.965820
	Iteration 24Q: 3 clusters Score -997295.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -997307.062500 Penalty: 4485.965820
	Iteration 25Q: 3 clusters Score -997307.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -997316.500000 Penalty: 4485.965820
	Iteration 26Q: 3 clusters Score -997316.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -997323.375000 Penalty: 4485.965820
	Iteration 27Q: 3 clusters Score -997323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -997326.812500 Penalty: 4485.965820
	Iteration 28Q: 3 clusters Score -997326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -997328.750000 Penalty: 4485.965820
	Iteration 29Q: 3 clusters Score -997328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -997328.500000 Penalty: 4485.965820
	Iteration 30Q: 3 clusters Score -997328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -997330.437500 Penalty: 4485.965820
	Iteration 31Q: 3 clusters Score -997330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -997331.875000 Penalty: 4485.965820
	Iteration 32Q: 3 clusters Score -997331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -997332.312500 Penalty: 4485.965820
	Iteration 33Q: 3 clusters Score -997332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -997332.375000 Penalty: 4485.965820
	Iteration 34Q: 3 clusters Score -997332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -997333.312500 Penalty: 4485.965820
	Iteration 35Q: 3 clusters Score -997333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -997332.687500 Penalty: 4485.965820
	Iteration 36Q: 3 clusters Score -997332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -997334.687500 Penalty: 4485.965820
	Iteration 37Q: 3 clusters Score -997334.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -997337.875000 Penalty: 4485.965820
	Iteration 38Q: 3 clusters Score -997337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -997338.375000 Penalty: 4485.965820
	Iteration 39Q: 3 clusters Score -997338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -997339.000000 Penalty: 4485.965820
	Iteration 40F: 3 clusters Score -997339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Entering Unmasked Estep 
Score: -6911310.000000 Penalty: 2720.903076
	Iteration 0F: 2 clusters Score -6911310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -6872251.000000 Penalty: 5441.806152
	Iteration 0F: 3 clusters Score -6872251 nChanged 26864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6887370.000000 Penalty: 5441.806152
	Iteration 1F: 3 clusters Score -6887370 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -6888007.500000 Penalty: 5441.806152
	Iteration 2Q: 3 clusters Score -6888008 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -6888710.000000 Penalty: 5441.806152
	Iteration 3Q: 3 clusters Score -6888710 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6889481.000000 Penalty: 5441.806152
	Iteration 4Q: 3 clusters Score -6889481 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6890434.000000 Penalty: 5441.806152
	Iteration 5Q: 3 clusters Score -6890434 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -6891910.500000 Penalty: 5441.806152
	Iteration 6Q: 3 clusters Score -6891910 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6893975.000000 Penalty: 5441.806152
	Iteration 7F: 3 clusters Score -6893975 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -6896774.500000 Penalty: 5441.806152
	Iteration 8F: 3 clusters Score -6896774 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -6900017.500000 Penalty: 5441.806152
	Iteration 9F: 3 clusters Score -6900018 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -6902807.000000 Penalty: 5441.806152
	Iteration 10F: 3 clusters Score -6902807 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -6904546.000000 Penalty: 5441.806152
	Iteration 11Q: 3 clusters Score -6904546 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -6905487.500000 Penalty: 5441.806152
	Iteration 12Q: 3 clusters Score -6905488 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6906034.500000 Penalty: 5441.806152
	Iteration 13Q: 3 clusters Score -6906034 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6906437.000000 Penalty: 5441.806152
	Iteration 14Q: 3 clusters Score -6906437 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6906775.500000 Penalty: 5441.806152
	Iteration 15Q: 3 clusters Score -6906776 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -6907060.000000 Penalty: 5441.806152
	Iteration 16Q: 3 clusters Score -6907060 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -6907299.500000 Penalty: 5441.806152
	Iteration 17Q: 3 clusters Score -6907300 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6907620.000000 Penalty: 5441.806152
	Iteration 18Q: 3 clusters Score -6907620 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6907923.000000 Penalty: 5441.806152
	Iteration 19Q: 3 clusters Score -6907923 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6908184.000000 Penalty: 5441.806152
	Iteration 20F: 3 clusters Score -6908184 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6908367.000000 Penalty: 5441.806152
	Iteration 21Q: 3 clusters Score -6908367 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6908564.500000 Penalty: 5441.806152
	Iteration 22Q: 3 clusters Score -6908564 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6908703.000000 Penalty: 5441.806152
	Iteration 23Q: 3 clusters Score -6908703 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6908839.500000 Penalty: 5441.806152
	Iteration 24Q: 3 clusters Score -6908840 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6908963.500000 Penalty: 5441.806152
	Iteration 25Q: 3 clusters Score -6908964 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6909080.500000 Penalty: 5441.806152
	Iteration 26Q: 3 clusters Score -6909080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6909155.000000 Penalty: 5441.806152
	Iteration 27Q: 3 clusters Score -6909155 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6909214.000000 Penalty: 5441.806152
	Iteration 28Q: 3 clusters Score -6909214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6909238.000000 Penalty: 5441.806152
	Iteration 29Q: 3 clusters Score -6909238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6909273.000000 Penalty: 5441.806152
	Iteration 30Q: 3 clusters Score -6909273 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6909307.500000 Penalty: 5441.806152
	Iteration 31Q: 3 clusters Score -6909308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6909353.000000 Penalty: 5441.806152
	Iteration 32Q: 3 clusters Score -6909353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6909364.500000 Penalty: 5441.806152
	Iteration 33Q: 3 clusters Score -6909364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6909366.000000 Penalty: 5441.806152
	Iteration 34Q: 3 clusters Score -6909366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6909387.500000 Penalty: 5441.806152
	Iteration 35Q: 3 clusters Score -6909388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6909402.000000 Penalty: 5441.806152
	Iteration 36Q: 3 clusters Score -6909402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6909408.500000 Penalty: 5441.806152
	Iteration 37Q: 3 clusters Score -6909408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6909407.000000 Penalty: 5441.806152
	Iteration 38Q: 3 clusters Score -6909407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6909410.500000 Penalty: 5441.806152
	Iteration 39Q: 3 clusters Score -6909410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6909400.000000 Penalty: 5441.806152
	Iteration 40F: 3 clusters Score -6909400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6909408.000000 Penalty: 5441.806152
	Iteration 41Q: 3 clusters Score -6909408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6909411.000000 Penalty: 5441.806152
	Iteration 42Q: 3 clusters Score -6909411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6909413.000000 Penalty: 5441.806152
	Iteration 43Q: 3 clusters Score -6909413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6909421.000000 Penalty: 5441.806152
	Iteration 44Q: 3 clusters Score -6909421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6909422.500000 Penalty: 5441.806152
	Iteration 45Q: 3 clusters Score -6909422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6909420.000000 Penalty: 5441.806152
	Iteration 46Q: 3 clusters Score -6909420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6909418.500000 Penalty: 5441.806152
	Iteration 47Q: 3 clusters Score -6909418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6909418.500000 Penalty: 5441.806152
	Iteration 48F: 3 clusters Score -6909418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -320712.687500 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -320712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -317567.156250 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -317567.2 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318186.156250 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -318186.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -318334.500000 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -318334.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -318414.875000 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -318414.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -318468.656250 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -318468.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -318496.093750 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -318496.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -318517.156250 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -318517.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318536.437500 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -318536.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -318557.500000 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -318557.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -318576.125000 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -318576.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -318590.781250 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -318590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -318604.656250 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -318604.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -318619.062500 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -318619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -318628.281250 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -318628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -318635.000000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -318635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -318643.812500 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -318643.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -318661.562500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -318661.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -318676.968750 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -318677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -318690.656250 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -318690.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -318704.906250 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -318704.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -318715.875000 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -318715.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318723.875000 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -318723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -318730.875000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -318730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -318737.437500 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -318737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -318744.187500 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -318744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -318747.812500 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -318747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -318751.343750 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -318751.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -318757.812500 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -318757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -318763.906250 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -318763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -318769.843750 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -318769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -318775.031250 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -318775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -318780.781250 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -318780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -318785.062500 Penalty: 3940.819580
	Iteration 32Q: 3 clusters Score -318785.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -318788.406250 Penalty: 3940.819580
	Iteration 33Q: 3 clusters Score -318788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -318791.187500 Penalty: 3940.819580
	Iteration 34Q: 3 clusters Score -318791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -318793.656250 Penalty: 3940.819580
	Iteration 35Q: 3 clusters Score -318793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -318796.718750 Penalty: 3940.819580
	Iteration 36Q: 3 clusters Score -318796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -318799.687500 Penalty: 3940.819580
	Iteration 37Q: 3 clusters Score -318799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -318800.593750 Penalty: 3940.819580
	Iteration 38Q: 3 clusters Score -318800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -318801.187500 Penalty: 3940.819580
	Iteration 39Q: 3 clusters Score -318801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -318801.875000 Penalty: 3940.819580
	Iteration 40F: 3 clusters Score -318801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -318804.750000 Penalty: 3940.819580
	Iteration 41Q: 3 clusters Score -318804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -318807.562500 Penalty: 3940.819580
	Iteration 42Q: 3 clusters Score -318807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -318809.250000 Penalty: 3940.819580
	Iteration 43Q: 3 clusters Score -318809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -318811.718750 Penalty: 3940.819580
	Iteration 44Q: 3 clusters Score -318811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -318814.156250 Penalty: 3940.819580
	Iteration 45Q: 3 clusters Score -318814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -318816.687500 Penalty: 3940.819580
	Iteration 46Q: 3 clusters Score -318816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -318818.468750 Penalty: 3940.819580
	Iteration 47Q: 3 clusters Score -318818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -318818.656250 Penalty: 3940.819580
	Iteration 48Q: 3 clusters Score -318818.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -318819.218750 Penalty: 3940.819580
	Iteration 49Q: 3 clusters Score -318819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -318820.812500 Penalty: 3940.819580
	Iteration 50Q: 3 clusters Score -318820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318821.312500 Penalty: 3940.819580
	Iteration 51Q: 3 clusters Score -318821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318821.312500 Penalty: 3940.819580
	Iteration 52F: 3 clusters Score -318821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Entering Unmasked Estep 
Score: -685789.625000 Penalty: 2165.371582
	Iteration 0F: 2 clusters Score -685789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -680493.062500 Penalty: 4330.743164
	Iteration 0F: 3 clusters Score -680493.1 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -681991.687500 Penalty: 4330.743164
	Iteration 1F: 3 clusters Score -681991.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -682407.437500 Penalty: 4330.743164
	Iteration 2F: 3 clusters Score -682407.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -682747.312500 Penalty: 4330.743164
	Iteration 3F: 3 clusters Score -682747.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -683019.625000 Penalty: 4330.743164
	Iteration 4F: 3 clusters Score -683019.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -683244.250000 Penalty: 4330.743164
	Iteration 5F: 3 clusters Score -683244.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -683457.687500 Penalty: 4330.743164
	Iteration 6Q: 3 clusters Score -683457.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -683663.250000 Penalty: 4330.743164
	Iteration 7Q: 3 clusters Score -683663.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -683843.500000 Penalty: 4330.743164
	Iteration 8Q: 3 clusters Score -683843.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -683968.500000 Penalty: 4330.743164
	Iteration 9Q: 3 clusters Score -683968.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -684055.312500 Penalty: 4330.743164
	Iteration 10Q: 3 clusters Score -684055.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -684109.750000 Penalty: 4330.743164
	Iteration 11Q: 3 clusters Score -684109.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -684155.437500 Penalty: 4330.743164
	Iteration 12Q: 3 clusters Score -684155.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -684183.812500 Penalty: 4330.743164
	Iteration 13Q: 3 clusters Score -684183.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -684204.875000 Penalty: 4330.743164
	Iteration 14Q: 3 clusters Score -684204.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -684225.625000 Penalty: 4330.743164
	Iteration 15Q: 3 clusters Score -684225.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -684238.937500 Penalty: 4330.743164
	Iteration 16Q: 3 clusters Score -684238.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -684250.062500 Penalty: 4330.743164
	Iteration 17Q: 3 clusters Score -684250.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -684259.625000 Penalty: 4330.743164
	Iteration 18Q: 3 clusters Score -684259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -684265.000000 Penalty: 4330.743164
	Iteration 19Q: 3 clusters Score -684265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -684275.625000 Penalty: 4330.743164
	Iteration 20F: 3 clusters Score -684275.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -684286.750000 Penalty: 4330.743164
	Iteration 21Q: 3 clusters Score -684286.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -684295.625000 Penalty: 4330.743164
	Iteration 22Q: 3 clusters Score -684295.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -684315.937500 Penalty: 4330.743164
	Iteration 23Q: 3 clusters Score -684315.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -684335.125000 Penalty: 4330.743164
	Iteration 24Q: 3 clusters Score -684335.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -684350.187500 Penalty: 4330.743164
	Iteration 25Q: 3 clusters Score -684350.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -684360.687500 Penalty: 4330.743164
	Iteration 26Q: 3 clusters Score -684360.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -684371.125000 Penalty: 4330.743164
	Iteration 27Q: 3 clusters Score -684371.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -684379.750000 Penalty: 4330.743164
	Iteration 28Q: 3 clusters Score -684379.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -684384.000000 Penalty: 4330.743164
	Iteration 29Q: 3 clusters Score -684384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -684389.000000 Penalty: 4330.743164
	Iteration 30Q: 3 clusters Score -684389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -684395.375000 Penalty: 4330.743164
	Iteration 31Q: 3 clusters Score -684395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -684399.500000 Penalty: 4330.743164
	Iteration 32Q: 3 clusters Score -684399.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -684403.812500 Penalty: 4330.743164
	Iteration 33Q: 3 clusters Score -684403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -684409.750000 Penalty: 4330.743164
	Iteration 34Q: 3 clusters Score -684409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -684416.000000 Penalty: 4330.743164
	Iteration 35Q: 3 clusters Score -684416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -684418.812500 Penalty: 4330.743164
	Iteration 36Q: 3 clusters Score -684418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -684425.250000 Penalty: 4330.743164
	Iteration 37Q: 3 clusters Score -684425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -684433.125000 Penalty: 4330.743164
	Iteration 38Q: 3 clusters Score -684433.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -684436.437500 Penalty: 4330.743164
	Iteration 39Q: 3 clusters Score -684436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -684441.250000 Penalty: 4330.743164
	Iteration 40F: 3 clusters Score -684441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -684448.875000 Penalty: 4330.743164
	Iteration 41Q: 3 clusters Score -684448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -684454.812500 Penalty: 4330.743164
	Iteration 42Q: 3 clusters Score -684454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -684459.375000 Penalty: 4330.743164
	Iteration 43Q: 3 clusters Score -684459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -684464.500000 Penalty: 4330.743164
	Iteration 44Q: 3 clusters Score -684464.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -684466.812500 Penalty: 4330.743164
	Iteration 45Q: 3 clusters Score -684466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -684467.875000 Penalty: 4330.743164
	Iteration 46Q: 3 clusters Score -684467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -684472.000000 Penalty: 4330.743164
	Iteration 47Q: 3 clusters Score -684472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -684474.562500 Penalty: 4330.743164
	Iteration 48Q: 3 clusters Score -684474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -684475.875000 Penalty: 4330.743164
	Iteration 49Q: 3 clusters Score -684475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -684478.187500 Penalty: 4330.743164
	Iteration 50Q: 3 clusters Score -684478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -684479.937500 Penalty: 4330.743164
	Iteration 51Q: 3 clusters Score -684479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -684483.062500 Penalty: 4330.743164
	Iteration 52Q: 3 clusters Score -684483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -684483.750000 Penalty: 4330.743164
	Iteration 53Q: 3 clusters Score -684483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -684486.875000 Penalty: 4330.743164
	Iteration 54Q: 3 clusters Score -684486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -684489.375000 Penalty: 4330.743164
	Iteration 55Q: 3 clusters Score -684489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -684489.437500 Penalty: 4330.743164
	Iteration 56Q: 3 clusters Score -684489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -684494.687500 Penalty: 4330.743164
	Iteration 57Q: 3 clusters Score -684494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -684496.375000 Penalty: 4330.743164
	Iteration 58Q: 3 clusters Score -684496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -684496.687500 Penalty: 4330.743164
	Iteration 59Q: 3 clusters Score -684496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -684498.187500 Penalty: 4330.743164
	Iteration 60F: 3 clusters Score -684498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -684497.812500 Penalty: 4330.743164
	Iteration 61Q: 3 clusters Score -684497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -684497.812500 Penalty: 4330.743164
	Iteration 62Q: 3 clusters Score -684497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -684497.812500 Penalty: 4330.743164
	Iteration 63F: 3 clusters Score -684497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 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 189 members 
Entering Unmasked Estep 
Score: -38991.101562 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -38991.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39217.355469 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39217.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39341.406250 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39341.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39407.242188 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39407.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39502.421875 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39502.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39717.054688 Penalty: 2984.013916
	Iteration 5F: 3 clusters Score -39717.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39822.195312 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39882.347656 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39882.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39921.265625 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39921.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39943.121094 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39943.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39953.093750 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39953.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39967.226562 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39967.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39973.332031 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -39973.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39974.687500 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -39974.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39974.687500 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -39974.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (191042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191042 members 
Entering Unmasked Estep 
Score: -22433754.000000 Penalty: 3015.741699
	Iteration 0F: 2 clusters Score -2.243375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -22307016.000000 Penalty: 6031.483398
	Iteration 0F: 3 clusters Score -2.230702e+07 nChanged 91674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -22360692.000000 Penalty: 6031.483398
	Iteration 1F: 3 clusters Score -2.236069e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -22361936.000000 Penalty: 6031.483398
	Iteration 2Q: 3 clusters Score -2.236194e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -22363650.000000 Penalty: 6031.483398
	Iteration 3Q: 3 clusters Score -2.236365e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -22366104.000000 Penalty: 6031.483398
	Iteration 4Q: 3 clusters Score -2.23661e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -22370086.000000 Penalty: 6031.483398
	Iteration 5Q: 3 clusters Score -2.237009e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -22376150.000000 Penalty: 6031.483398
	Iteration 6F: 3 clusters Score -2.237615e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -22384960.000000 Penalty: 6031.483398
	Iteration 7F: 3 clusters Score -2.238496e+07 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148597 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -22395852.000000 Penalty: 6031.483398
	Iteration 8F: 3 clusters Score -2.239585e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162700 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -22407824.000000 Penalty: 6031.483398
	Iteration 9F: 3 clusters Score -2.240782e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174547 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -22417618.000000 Penalty: 6031.483398
	Iteration 10F: 3 clusters Score -2.241762e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -22424496.000000 Penalty: 6031.483398
	Iteration 11Q: 3 clusters Score -2.24245e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187123 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -22428144.000000 Penalty: 6031.483398
	Iteration 12Q: 3 clusters Score -2.242814e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189126 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -22429786.000000 Penalty: 6031.483398
	Iteration 13Q: 3 clusters Score -2.242979e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189947 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -22430380.000000 Penalty: 6031.483398
	Iteration 14Q: 3 clusters Score -2.243038e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190259 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22430746.000000 Penalty: 6031.483398
	Iteration 15Q: 3 clusters Score -2.243075e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190398 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22430914.000000 Penalty: 6031.483398
	Iteration 16Q: 3 clusters Score -2.243091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190475 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22431004.000000 Penalty: 6031.483398
	Iteration 17Q: 3 clusters Score -2.2431e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22431066.000000 Penalty: 6031.483398
	Iteration 18Q: 3 clusters Score -2.243107e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22431124.000000 Penalty: 6031.483398
	Iteration 19Q: 3 clusters Score -2.243112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190551 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22431144.000000 Penalty: 6031.483398
	Iteration 20F: 3 clusters Score -2.243114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190565 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22431166.000000 Penalty: 6031.483398
	Iteration 21Q: 3 clusters Score -2.243117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190569 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22431174.000000 Penalty: 6031.483398
	Iteration 22Q: 3 clusters Score -2.243117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22431166.000000 Penalty: 6031.483398
	Iteration 23Q: 3 clusters Score -2.243117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22431202.000000 Penalty: 6031.483398
	Iteration 24Q: 3 clusters Score -2.24312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22431196.000000 Penalty: 6031.483398
	Iteration 25Q: 3 clusters Score -2.24312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22431212.000000 Penalty: 6031.483398
	Iteration 26Q: 3 clusters Score -2.243121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22431224.000000 Penalty: 6031.483398
	Iteration 27Q: 3 clusters Score -2.243122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22431218.000000 Penalty: 6031.483398
	Iteration 28Q: 3 clusters Score -2.243122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190585 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22431220.000000 Penalty: 6031.483398
	Iteration 29Q: 3 clusters Score -2.243122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190585 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22431220.000000 Penalty: 6031.483398
	Iteration 30F: 3 clusters Score -2.243122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -97367.437500 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -97367.44 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 444 members 
Entering Unmasked Estep 
Score: -95519.804688 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -95519.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95744.835938 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -95744.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95822.062500 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -95822.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95847.007812 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -95847.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95858.695312 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -95858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95864.421875 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -95864.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95870.695312 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -95870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95879.257812 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -95879.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95883.484375 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -95883.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95888.585938 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -95888.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95893.203125 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -95893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95894.039062 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -95894.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95894.039062 Penalty: 3352.014893
	Iteration 12F: 3 clusters Score -95894.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -139663.078125 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -139663.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -137586.875000 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -137586.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137912.140625 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -137912.1 nChanged 78
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: -137999.093750 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -137999.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138033.046875 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -138033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -138050.078125 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -138050.1 nChanged 12
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: -138059.546875 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -138059.5 nChanged 5
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: -138066.140625 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -138066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138072.843750 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -138072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138076.171875 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -138076.2 nChanged 4
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: -138079.250000 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -138079.2 nChanged 2
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: -138083.218750 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -138083.2 nChanged 2
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: -138086.265625 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -138086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -138092.437500 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -138092.4 nChanged 4
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: -138094.437500 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -138094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138095.453125 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -138095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138095.453125 Penalty: 3524.062744
	Iteration 15F: 3 clusters Score -138095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175931 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323346 members 
Mstep: Class 13 contains 23761 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321181 members 
Mstep: Class 18 contains 79355 members 
Mstep: Class 19 contains 51175 members 
Mstep: Class 20 contains 95169 members 
Mstep: Class 21 contains 91499 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8470 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191042 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993840.000000 Penalty: 106334.703125
Iteration 439Q: 31 clusters Score -1.839938e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175926 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12648 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323362 members 
Mstep: Class 13 contains 23762 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321177 members 
Mstep: Class 18 contains 79359 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95164 members 
Mstep: Class 21 contains 91497 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8469 members 
Mstep: Class 24 contains 58186 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191040 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 440F: 31 clusters Score -1.839939e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175923 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323372 members 
Mstep: Class 13 contains 23762 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321172 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95163 members 
Mstep: Class 21 contains 91497 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8467 members 
Mstep: Class 24 contains 58186 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191040 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993904.000000 Penalty: 106334.703125
Iteration 441Q: 31 clusters Score -1.839939e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175918 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323365 members 
Mstep: Class 13 contains 23766 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321180 members 
Mstep: Class 18 contains 79360 members 
Mstep: Class 19 contains 51169 members 
Mstep: Class 20 contains 95160 members 
Mstep: Class 21 contains 91501 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8468 members 
Mstep: Class 24 contains 58184 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191043 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993808.000000 Penalty: 106334.703125
Iteration 442Q: 31 clusters Score -1.839938e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175919 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323357 members 
Mstep: Class 13 contains 23768 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321197 members 
Mstep: Class 18 contains 79359 members 
Mstep: Class 19 contains 51170 members 
Mstep: Class 20 contains 95150 members 
Mstep: Class 21 contains 91501 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8468 members 
Mstep: Class 24 contains 58186 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191038 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993856.000000 Penalty: 106334.703125
Iteration 443Q: 31 clusters Score -1.839939e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175916 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323351 members 
Mstep: Class 13 contains 23769 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321213 members 
Mstep: Class 18 contains 79359 members 
Mstep: Class 19 contains 51168 members 
Mstep: Class 20 contains 95139 members 
Mstep: Class 21 contains 91498 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8469 members 
Mstep: Class 24 contains 58186 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191044 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993936.000000 Penalty: 106334.703125
Iteration 444Q: 31 clusters Score -1.839939e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175914 members 
Mstep: Class 5 contains 35773 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83768 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323347 members 
Mstep: Class 13 contains 23771 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321224 members 
Mstep: Class 18 contains 79364 members 
Mstep: Class 19 contains 51168 members 
Mstep: Class 20 contains 95134 members 
Mstep: Class 21 contains 91496 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 58186 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191044 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993936.000000 Penalty: 106334.703125
Iteration 445Q: 31 clusters Score -1.839939e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175911 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323357 members 
Mstep: Class 13 contains 23773 members 
Mstep: Class 14 contains 19524 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321238 members 
Mstep: Class 18 contains 79364 members 
Mstep: Class 19 contains 51169 members 
Mstep: Class 20 contains 95127 members 
Mstep: Class 21 contains 91490 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8465 members 
Mstep: Class 24 contains 58182 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191037 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993936.000000 Penalty: 106334.703125
Iteration 446Q: 31 clusters Score -1.839939e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175905 members 
Mstep: Class 5 contains 35774 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83767 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323355 members 
Mstep: Class 13 contains 23774 members 
Mstep: Class 14 contains 19526 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321242 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95126 members 
Mstep: Class 21 contains 91491 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8465 members 
Mstep: Class 24 contains 58180 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191040 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994144.000000 Penalty: 106334.703125
Iteration 447Q: 31 clusters Score -1.839941e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175903 members 
Mstep: Class 5 contains 35776 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323352 members 
Mstep: Class 13 contains 23774 members 
Mstep: Class 14 contains 19525 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321249 members 
Mstep: Class 18 contains 79361 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 95124 members 
Mstep: Class 21 contains 91489 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 58182 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191038 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 448Q: 31 clusters Score -1.83994e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175899 members 
Mstep: Class 5 contains 35778 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83766 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323365 members 
Mstep: Class 13 contains 23776 members 
Mstep: Class 14 contains 19525 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321246 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95116 members 
Mstep: Class 21 contains 91488 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8467 members 
Mstep: Class 24 contains 58183 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191035 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 449Q: 31 clusters Score -1.83994e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175899 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83765 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323378 members 
Mstep: Class 13 contains 23777 members 
Mstep: Class 14 contains 19525 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321243 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 51171 members 
Mstep: Class 20 contains 95108 members 
Mstep: Class 21 contains 91487 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 58187 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191028 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994096.000000 Penalty: 106334.703125
Iteration 450Q: 31 clusters Score -1.839941e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175897 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323384 members 
Mstep: Class 13 contains 23779 members 
Mstep: Class 14 contains 19526 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321240 members 
Mstep: Class 18 contains 79361 members 
Mstep: Class 19 contains 51165 members 
Mstep: Class 20 contains 95102 members 
Mstep: Class 21 contains 91487 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8464 members 
Mstep: Class 24 contains 58185 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191043 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 451Q: 31 clusters Score -1.839941e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 175894 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323373 members 
Mstep: Class 13 contains 23784 members 
Mstep: Class 14 contains 19525 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321241 members 
Mstep: Class 18 contains 79360 members 
Mstep: Class 19 contains 51163 members 
Mstep: Class 20 contains 95093 members 
Mstep: Class 21 contains 91491 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8467 members 
Mstep: Class 24 contains 58187 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191057 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994128.000000 Penalty: 106334.703125
Iteration 452Q: 31 clusters Score -1.839941e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175886 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12648 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323372 members 
Mstep: Class 13 contains 23786 members 
Mstep: Class 14 contains 19524 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321249 members 
Mstep: Class 18 contains 79356 members 
Mstep: Class 19 contains 51162 members 
Mstep: Class 20 contains 95089 members 
Mstep: Class 21 contains 91492 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8470 members 
Mstep: Class 24 contains 58189 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191063 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994160.000000 Penalty: 106334.703125
Iteration 453Q: 31 clusters Score -1.839942e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175883 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323369 members 
Mstep: Class 13 contains 23785 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321251 members 
Mstep: Class 18 contains 79354 members 
Mstep: Class 19 contains 51159 members 
Mstep: Class 20 contains 95086 members 
Mstep: Class 21 contains 91495 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8472 members 
Mstep: Class 24 contains 58190 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191074 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 454Q: 31 clusters Score -1.839941e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175877 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323384 members 
Mstep: Class 13 contains 23785 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321248 members 
Mstep: Class 18 contains 79353 members 
Mstep: Class 19 contains 51158 members 
Mstep: Class 20 contains 95081 members 
Mstep: Class 21 contains 91495 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8472 members 
Mstep: Class 24 contains 58192 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191073 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993968.000000 Penalty: 106334.703125
Iteration 455Q: 31 clusters Score -1.83994e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175872 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323397 members 
Mstep: Class 13 contains 23785 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321248 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95077 members 
Mstep: Class 21 contains 91493 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8474 members 
Mstep: Class 24 contains 58193 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191075 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 456Q: 31 clusters Score -1.839939e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175866 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323403 members 
Mstep: Class 13 contains 23785 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321249 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95076 members 
Mstep: Class 21 contains 91489 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 58194 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191080 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 457Q: 31 clusters Score -1.83994e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175864 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323403 members 
Mstep: Class 13 contains 23787 members 
Mstep: Class 14 contains 19522 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321241 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51155 members 
Mstep: Class 20 contains 95075 members 
Mstep: Class 21 contains 91483 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 58198 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191094 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994096.000000 Penalty: 106334.703125
Iteration 458Q: 31 clusters Score -1.839941e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175861 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323411 members 
Mstep: Class 13 contains 23787 members 
Mstep: Class 14 contains 19520 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321237 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 51157 members 
Mstep: Class 20 contains 95071 members 
Mstep: Class 21 contains 91478 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 58200 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191100 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 459Q: 31 clusters Score -1.839941e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175858 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323403 members 
Mstep: Class 13 contains 23787 members 
Mstep: Class 14 contains 19520 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321239 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51157 members 
Mstep: Class 20 contains 95065 members 
Mstep: Class 21 contains 91476 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8477 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191113 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993984.000000 Penalty: 106334.703125
Iteration 460F: 31 clusters Score -1.83994e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175854 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323397 members 
Mstep: Class 13 contains 23790 members 
Mstep: Class 14 contains 19519 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321241 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51156 members 
Mstep: Class 20 contains 95059 members 
Mstep: Class 21 contains 91479 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8477 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191123 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994096.000000 Penalty: 106334.703125
Iteration 461Q: 31 clusters Score -1.839941e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175854 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323402 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 19518 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321236 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51155 members 
Mstep: Class 20 contains 95054 members 
Mstep: Class 21 contains 91482 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 8480 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191125 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994176.000000 Penalty: 106334.703125
Iteration 462Q: 31 clusters Score -1.839942e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175850 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83761 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323403 members 
Mstep: Class 13 contains 23791 members 
Mstep: Class 14 contains 19517 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321230 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 95048 members 
Mstep: Class 21 contains 91489 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8483 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191140 members 
Mstep: Class 29 contains 860 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 463Q: 31 clusters Score -1.83994e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 175851 members 
Mstep: Class 5 contains 35781 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83761 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323402 members 
Mstep: Class 13 contains 23792 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321232 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51145 members 
Mstep: Class 20 contains 95034 members 
Mstep: Class 21 contains 91486 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8486 members 
Mstep: Class 24 contains 58203 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191151 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994096.000000 Penalty: 106334.703125
Iteration 464Q: 31 clusters Score -1.839941e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 175842 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83761 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323407 members 
Mstep: Class 13 contains 23795 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321230 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51144 members 
Mstep: Class 20 contains 95025 members 
Mstep: Class 21 contains 91483 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8488 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191167 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994080.000000 Penalty: 106334.703125
Iteration 465Q: 31 clusters Score -1.839941e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 175840 members 
Mstep: Class 5 contains 35782 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323414 members 
Mstep: Class 13 contains 23797 members 
Mstep: Class 14 contains 19517 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321227 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51141 members 
Mstep: Class 20 contains 95016 members 
Mstep: Class 21 contains 91478 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8490 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191175 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 466Q: 31 clusters Score -1.83994e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 175835 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323420 members 
Mstep: Class 13 contains 23798 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321227 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51141 members 
Mstep: Class 20 contains 95012 members 
Mstep: Class 21 contains 91478 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191175 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994112.000000 Penalty: 106334.703125
Iteration 467Q: 31 clusters Score -1.839941e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 175833 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323419 members 
Mstep: Class 13 contains 23796 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321231 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51139 members 
Mstep: Class 20 contains 95005 members 
Mstep: Class 21 contains 91477 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191184 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994128.000000 Penalty: 106334.703125
Iteration 468Q: 31 clusters Score -1.839941e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 175830 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323419 members 
Mstep: Class 13 contains 23795 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321229 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51136 members 
Mstep: Class 20 contains 95002 members 
Mstep: Class 21 contains 91481 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191190 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993984.000000 Penalty: 106334.703125
Iteration 469Q: 31 clusters Score -1.83994e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 175830 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323423 members 
Mstep: Class 13 contains 23795 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321226 members 
Mstep: Class 18 contains 79352 members 
Mstep: Class 19 contains 51133 members 
Mstep: Class 20 contains 94994 members 
Mstep: Class 21 contains 91479 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191198 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993936.000000 Penalty: 106334.703125
Iteration 470Q: 31 clusters Score -1.839939e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 175832 members 
Mstep: Class 5 contains 35788 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323413 members 
Mstep: Class 13 contains 23796 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321222 members 
Mstep: Class 18 contains 79354 members 
Mstep: Class 19 contains 51134 members 
Mstep: Class 20 contains 94990 members 
Mstep: Class 21 contains 91478 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191208 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 471Q: 31 clusters Score -1.839939e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8438 members 
Mstep: Class 4 contains 175832 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323397 members 
Mstep: Class 13 contains 23796 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321233 members 
Mstep: Class 18 contains 79353 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94984 members 
Mstep: Class 21 contains 91482 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58207 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191217 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 472Q: 31 clusters Score -1.83994e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175832 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323395 members 
Mstep: Class 13 contains 23796 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321233 members 
Mstep: Class 18 contains 79354 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94982 members 
Mstep: Class 21 contains 91479 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191226 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 473Q: 31 clusters Score -1.83994e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175824 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83762 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323394 members 
Mstep: Class 13 contains 23797 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321238 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94971 members 
Mstep: Class 21 contains 91475 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58206 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191246 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 474Q: 31 clusters Score -1.839941e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175823 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323397 members 
Mstep: Class 13 contains 23798 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321243 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94964 members 
Mstep: Class 21 contains 91473 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191251 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994080.000000 Penalty: 106334.703125
Iteration 475Q: 31 clusters Score -1.839941e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175819 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323401 members 
Mstep: Class 13 contains 23799 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321255 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94950 members 
Mstep: Class 21 contains 91467 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191254 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 476Q: 31 clusters Score -1.83994e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175817 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323402 members 
Mstep: Class 13 contains 23800 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321265 members 
Mstep: Class 18 contains 79346 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94942 members 
Mstep: Class 21 contains 91466 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191257 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 477Q: 31 clusters Score -1.83994e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175819 members 
Mstep: Class 5 contains 35786 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323398 members 
Mstep: Class 13 contains 23802 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321267 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94932 members 
Mstep: Class 21 contains 91466 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191259 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 478Q: 31 clusters Score -1.83994e+08 nChanged 49
Entering ConstructFrom: 
Score: -183994048.000000 Penalty: 106334.703125
Entering ConstructFrom: 
Trying to split cluster 1 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -86122.859375 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -86122.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84410.062500 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -84410.06 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84842.812500 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -84842.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85046.804688 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -85046.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85198.046875 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -85198.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85302.328125 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -85302.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -85397.070312 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -85397.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85497.015625 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -85497.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85598.742188 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -85598.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85685.015625 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -85685.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85718.500000 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -85718.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85766.828125 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -85766.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85854.640625 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -85854.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -86003.546875 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -86003.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -86109.804688 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -86109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86113.312500 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -86113.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -86115.046875 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -86115.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -86117.218750 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -86117.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86118.789062 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -86118.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86125.468750 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -86125.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86138.078125 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -86138.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86150.054688 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -86150.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -86156.156250 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -86156.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86157.515625 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -86157.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86157.515625 Penalty: 3360.014893
	Iteration 23F: 3 clusters Score -86157.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23804 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94926 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191256 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 636 members 
Entering Unmasked Estep 
Score: -183992352.000000 Penalty: 109879.187500
Splitting cluster 1 changes total score from -183994048.000000 to -183992352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -44405.839844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -44405.84 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 211 members 
Entering Unmasked Estep 
Score: -42945.992188 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -42945.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43105.476562 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -43105.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43166.390625 Penalty: 3000.667969
	Iteration 2Q: 3 clusters Score -43166.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43188.324219 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -43188.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43199.097656 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -43199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43204.371094 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -43204.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43210.867188 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -43210.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43210.867188 Penalty: 3000.667969
	Iteration 7F: 3 clusters Score -43210.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -955809.437500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -955809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -949071.187500 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -949071.2 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -950907.500000 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -950907.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -951192.312500 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -951192.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -951370.125000 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -951370.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -951519.562500 Penalty: 4483.970703
	Iteration 4Q: 3 clusters Score -951519.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -951633.812500 Penalty: 4483.970703
	Iteration 5Q: 3 clusters Score -951633.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -951747.687500 Penalty: 4483.970703
	Iteration 6Q: 3 clusters Score -951747.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -951872.250000 Penalty: 4483.970703
	Iteration 7Q: 3 clusters Score -951872.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -951986.750000 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -951986.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -952124.062500 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -952124.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -952307.312500 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -952307.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -952597.437500 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -952597.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -952951.937500 Penalty: 4483.970703
	Iteration 12F: 3 clusters Score -952951.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -953368.625000 Penalty: 4483.970703
	Iteration 13F: 3 clusters Score -953368.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -953701.562500 Penalty: 4483.970703
	Iteration 14F: 3 clusters Score -953701.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -953897.687500 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -953897.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -954042.750000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -954042.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -954154.687500 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -954154.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -954244.687500 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -954244.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -954306.250000 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -954306.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -954350.500000 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -954350.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -954395.500000 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -954395.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -954425.750000 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -954425.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -954452.187500 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -954452.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -954474.937500 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -954474.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -954496.500000 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -954496.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -954516.437500 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -954516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -954524.250000 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -954524.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -954536.625000 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -954536.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -954543.250000 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -954543.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -954553.437500 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -954553.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -954566.000000 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -954566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -954569.187500 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -954569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -954573.187500 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -954573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -954579.312500 Penalty: 4483.970703
	Iteration 34Q: 3 clusters Score -954579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -954580.000000 Penalty: 4483.970703
	Iteration 35Q: 3 clusters Score -954580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -954581.125000 Penalty: 4483.970703
	Iteration 36Q: 3 clusters Score -954581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -954582.187500 Penalty: 4483.970703
	Iteration 37Q: 3 clusters Score -954582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -954584.000000 Penalty: 4483.970703
	Iteration 38Q: 3 clusters Score -954584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -954586.000000 Penalty: 4483.970703
	Iteration 39Q: 3 clusters Score -954586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -954585.687500 Penalty: 4483.970703
	Iteration 40F: 3 clusters Score -954585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -954585.062500 Penalty: 4483.970703
	Iteration 41Q: 3 clusters Score -954585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -954585.500000 Penalty: 4483.970703
	Iteration 42Q: 3 clusters Score -954585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -954588.625000 Penalty: 4483.970703
	Iteration 43Q: 3 clusters Score -954588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -954588.625000 Penalty: 4483.970703
	Iteration 44Q: 3 clusters Score -954588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -954588.625000 Penalty: 4483.970703
	Iteration 45F: 3 clusters Score -954588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (175818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Entering Unmasked Estep 
Score: -20699580.000000 Penalty: 2995.146729
	Iteration 0F: 2 clusters Score -2.069958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -20582392.000000 Penalty: 5990.293457
	Iteration 0F: 3 clusters Score -2.058239e+07 nChanged 84017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -20631856.000000 Penalty: 5990.293457
	Iteration 1F: 3 clusters Score -2.063186e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -20632826.000000 Penalty: 5990.293457
	Iteration 2Q: 3 clusters Score -2.063283e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -20633960.000000 Penalty: 5990.293457
	Iteration 3Q: 3 clusters Score -2.063396e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -20635556.000000 Penalty: 5990.293457
	Iteration 4Q: 3 clusters Score -2.063556e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -20637916.000000 Penalty: 5990.293457
	Iteration 5Q: 3 clusters Score -2.063792e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -20641886.000000 Penalty: 5990.293457
	Iteration 6Q: 3 clusters Score -2.064189e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -20648260.000000 Penalty: 5990.293457
	Iteration 7F: 3 clusters Score -2.064826e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -20657438.000000 Penalty: 5990.293457
	Iteration 8F: 3 clusters Score -2.065744e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137091 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -20668612.000000 Penalty: 5990.293457
	Iteration 9F: 3 clusters Score -2.066861e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -20679206.000000 Penalty: 5990.293457
	Iteration 10F: 3 clusters Score -2.067921e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155690 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -20687022.000000 Penalty: 5990.293457
	Iteration 11Q: 3 clusters Score -2.068702e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160419 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -20692094.000000 Penalty: 5990.293457
	Iteration 12Q: 3 clusters Score -2.069209e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -20694854.000000 Penalty: 5990.293457
	Iteration 13Q: 3 clusters Score -2.069485e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -20695932.000000 Penalty: 5990.293457
	Iteration 14Q: 3 clusters Score -2.069593e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -20696468.000000 Penalty: 5990.293457
	Iteration 15Q: 3 clusters Score -2.069647e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166328 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -20696762.000000 Penalty: 5990.293457
	Iteration 16Q: 3 clusters Score -2.069676e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -20696998.000000 Penalty: 5990.293457
	Iteration 17Q: 3 clusters Score -2.0697e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167668 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -20697132.000000 Penalty: 5990.293457
	Iteration 18Q: 3 clusters Score -2.069713e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -20697250.000000 Penalty: 5990.293457
	Iteration 19Q: 3 clusters Score -2.069725e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -20697324.000000 Penalty: 5990.293457
	Iteration 20F: 3 clusters Score -2.069732e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169088 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -20697360.000000 Penalty: 5990.293457
	Iteration 21Q: 3 clusters Score -2.069736e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -20697448.000000 Penalty: 5990.293457
	Iteration 22Q: 3 clusters Score -2.069745e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -20697538.000000 Penalty: 5990.293457
	Iteration 23Q: 3 clusters Score -2.069754e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -20697558.000000 Penalty: 5990.293457
	Iteration 24Q: 3 clusters Score -2.069756e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -20697606.000000 Penalty: 5990.293457
	Iteration 25Q: 3 clusters Score -2.069761e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170432 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -20697664.000000 Penalty: 5990.293457
	Iteration 26Q: 3 clusters Score -2.069766e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -20697762.000000 Penalty: 5990.293457
	Iteration 27Q: 3 clusters Score -2.069776e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -20697776.000000 Penalty: 5990.293457
	Iteration 28Q: 3 clusters Score -2.069778e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -20697778.000000 Penalty: 5990.293457
	Iteration 29Q: 3 clusters Score -2.069778e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -20697758.000000 Penalty: 5990.293457
	Iteration 30Q: 3 clusters Score -2.069776e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171209 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -20697756.000000 Penalty: 5990.293457
	Iteration 31Q: 3 clusters Score -2.069776e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -20697780.000000 Penalty: 5990.293457
	Iteration 32Q: 3 clusters Score -2.069778e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -20697770.000000 Penalty: 5990.293457
	Iteration 33Q: 3 clusters Score -2.069777e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -20697802.000000 Penalty: 5990.293457
	Iteration 34Q: 3 clusters Score -2.06978e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -20697836.000000 Penalty: 5990.293457
	Iteration 35Q: 3 clusters Score -2.069784e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -20697862.000000 Penalty: 5990.293457
	Iteration 36Q: 3 clusters Score -2.069786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171837 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -20697890.000000 Penalty: 5990.293457
	Iteration 37Q: 3 clusters Score -2.069789e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -20697892.000000 Penalty: 5990.293457
	Iteration 38Q: 3 clusters Score -2.069789e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -20697902.000000 Penalty: 5990.293457
	Iteration 39Q: 3 clusters Score -2.06979e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -20697948.000000 Penalty: 5990.293457
	Iteration 40F: 3 clusters Score -2.069795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -20697952.000000 Penalty: 5990.293457
	Iteration 41Q: 3 clusters Score -2.069795e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20697940.000000 Penalty: 5990.293457
	Iteration 42Q: 3 clusters Score -2.069794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -20697954.000000 Penalty: 5990.293457
	Iteration 43Q: 3 clusters Score -2.069795e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -20697950.000000 Penalty: 5990.293457
	Iteration 44Q: 3 clusters Score -2.069795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172264 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -20697956.000000 Penalty: 5990.293457
	Iteration 45Q: 3 clusters Score -2.069796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -20697952.000000 Penalty: 5990.293457
	Iteration 46Q: 3 clusters Score -2.069795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -20697924.000000 Penalty: 5990.293457
	Iteration 47Q: 3 clusters Score -2.069792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172311 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -20697926.000000 Penalty: 5990.293457
	Iteration 48Q: 3 clusters Score -2.069793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -20697930.000000 Penalty: 5990.293457
	Iteration 49Q: 3 clusters Score -2.069793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172340 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -20697916.000000 Penalty: 5990.293457
	Iteration 50Q: 3 clusters Score -2.069792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -20697886.000000 Penalty: 5990.293457
	Iteration 51Q: 3 clusters Score -2.069789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172356 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20697868.000000 Penalty: 5990.293457
	Iteration 52Q: 3 clusters Score -2.069787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172362 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20697878.000000 Penalty: 5990.293457
	Iteration 53Q: 3 clusters Score -2.069788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -20697886.000000 Penalty: 5990.293457
	Iteration 54Q: 3 clusters Score -2.069789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172377 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -20697884.000000 Penalty: 5990.293457
	Iteration 55Q: 3 clusters Score -2.069788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172383 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -20697886.000000 Penalty: 5990.293457
	Iteration 56Q: 3 clusters Score -2.069789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172390 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20697898.000000 Penalty: 5990.293457
	Iteration 57Q: 3 clusters Score -2.06979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20697896.000000 Penalty: 5990.293457
	Iteration 58Q: 3 clusters Score -2.06979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172401 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -20697890.000000 Penalty: 5990.293457
	Iteration 59Q: 3 clusters Score -2.069789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -20697912.000000 Penalty: 5990.293457
	Iteration 60F: 3 clusters Score -2.069791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172410 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -20697908.000000 Penalty: 5990.293457
	Iteration 61Q: 3 clusters Score -2.069791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172414 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -20697910.000000 Penalty: 5990.293457
	Iteration 62Q: 3 clusters Score -2.069791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -20697908.000000 Penalty: 5990.293457
	Iteration 63Q: 3 clusters Score -2.069791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20697906.000000 Penalty: 5990.293457
	Iteration 64Q: 3 clusters Score -2.069791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172423 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -20697916.000000 Penalty: 5990.293457
	Iteration 65Q: 3 clusters Score -2.069792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -20697910.000000 Penalty: 5990.293457
	Iteration 66Q: 3 clusters Score -2.069791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -20697932.000000 Penalty: 5990.293457
	Iteration 67Q: 3 clusters Score -2.069793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20697924.000000 Penalty: 5990.293457
	Iteration 68Q: 3 clusters Score -2.069792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -20697928.000000 Penalty: 5990.293457
	Iteration 69Q: 3 clusters Score -2.069793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20697914.000000 Penalty: 5990.293457
	Iteration 70Q: 3 clusters Score -2.069791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20697914.000000 Penalty: 5990.293457
	Iteration 71F: 3 clusters Score -2.069791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Entering Unmasked Estep 
Score: -4266294.500000 Penalty: 2600.378174
	Iteration 0F: 2 clusters Score -4266294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4241930.000000 Penalty: 5200.756348
	Iteration 0F: 3 clusters Score -4241930 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4250918.000000 Penalty: 5200.756348
	Iteration 1F: 3 clusters Score -4250918 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4251590.500000 Penalty: 5200.756348
	Iteration 2Q: 3 clusters Score -4251590 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4252413.500000 Penalty: 5200.756348
	Iteration 3F: 3 clusters Score -4252414 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4253587.000000 Penalty: 5200.756348
	Iteration 4F: 3 clusters Score -4253587 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -4255361.000000 Penalty: 5200.756348
	Iteration 5F: 3 clusters Score -4255361 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4257795.500000 Penalty: 5200.756348
	Iteration 6F: 3 clusters Score -4257796 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4260461.000000 Penalty: 5200.756348
	Iteration 7F: 3 clusters Score -4260461 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4262305.500000 Penalty: 5200.756348
	Iteration 8F: 3 clusters Score -4262306 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4263249.500000 Penalty: 5200.756348
	Iteration 9Q: 3 clusters Score -4263250 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4263638.000000 Penalty: 5200.756348
	Iteration 10Q: 3 clusters Score -4263638 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4263805.000000 Penalty: 5200.756348
	Iteration 11Q: 3 clusters Score -4263805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4263893.500000 Penalty: 5200.756348
	Iteration 12Q: 3 clusters Score -4263894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4263938.500000 Penalty: 5200.756348
	Iteration 13Q: 3 clusters Score -4263938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4263955.500000 Penalty: 5200.756348
	Iteration 14Q: 3 clusters Score -4263956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4263957.500000 Penalty: 5200.756348
	Iteration 15Q: 3 clusters Score -4263958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4263968.500000 Penalty: 5200.756348
	Iteration 16Q: 3 clusters Score -4263968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4263976.500000 Penalty: 5200.756348
	Iteration 17Q: 3 clusters Score -4263976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4263975.000000 Penalty: 5200.756348
	Iteration 18Q: 3 clusters Score -4263975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4263982.000000 Penalty: 5200.756348
	Iteration 19Q: 3 clusters Score -4263982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4263982.000000 Penalty: 5200.756348
	Iteration 20F: 3 clusters Score -4263982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -147525.343750 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -147525.3 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 633 members 
Entering Unmasked Estep 
Score: -145358.562500 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -145358.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145707.218750 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -145707.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145802.078125 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -145802.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145853.953125 Penalty: 3565.827393
	Iteration 3Q: 3 clusters Score -145854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145874.484375 Penalty: 3565.827393
	Iteration 4Q: 3 clusters Score -145874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145887.531250 Penalty: 3565.827393
	Iteration 5Q: 3 clusters Score -145887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145897.359375 Penalty: 3565.827393
	Iteration 6Q: 3 clusters Score -145897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145905.796875 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -145905.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145914.437500 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -145914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145918.125000 Penalty: 3565.827393
	Iteration 9Q: 3 clusters Score -145918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145925.296875 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -145925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145929.453125 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -145929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145930.906250 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -145930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145931.343750 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -145931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145931.796875 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -145931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145932.484375 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -145932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145932.484375 Penalty: 3565.827393
	Iteration 16F: 3 clusters Score -145932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -275767.375000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -275767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -272841.937500 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -272841.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -273705.000000 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -273705 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -274214.562500 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -274214.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -274658.656250 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -274658.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -274945.875000 Penalty: 3904.170410
	Iteration 4F: 3 clusters Score -274945.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -275205.656250 Penalty: 3904.170410
	Iteration 5F: 3 clusters Score -275205.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -275433.125000 Penalty: 3904.170410
	Iteration 6F: 3 clusters Score -275433.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -275669.656250 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -275669.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -275878.625000 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -275878.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -275977.125000 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -275977.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -276040.187500 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -276040.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -276097.218750 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -276097.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -276162.468750 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -276162.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -276207.968750 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -276208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -276222.937500 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -276222.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -276230.343750 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -276230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276237.718750 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -276237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276242.875000 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -276242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -276245.031250 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -276245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276247.750000 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -276247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -276250.312500 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -276250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -276251.437500 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -276251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -276252.281250 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -276252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -276252.625000 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -276252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -276252.937500 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -276252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276253.968750 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -276254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276258.062500 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -276258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -276259.750000 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -276259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -276260.750000 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -276260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -276262.375000 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -276262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -276262.593750 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -276262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -276263.500000 Penalty: 3904.170410
	Iteration 31Q: 3 clusters Score -276263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -276263.687500 Penalty: 3904.170410
	Iteration 32Q: 3 clusters Score -276263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -276263.687500 Penalty: 3904.170410
	Iteration 33F: 3 clusters Score -276263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23804 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94926 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191256 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1240 members 
Entering Unmasked Estep 
Score: -183993232.000000 Penalty: 109879.187500
Splitting cluster 7 changes total score from -183994048.000000 to -183993232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -1373597.125000 Penalty: 2342.383789
	Iteration 0F: 2 clusters Score -1373597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1364148.875000 Penalty: 4684.767578
	Iteration 0F: 3 clusters Score -1364149 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1367428.625000 Penalty: 4684.767578
	Iteration 1F: 3 clusters Score -1367429 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1368334.000000 Penalty: 4684.767578
	Iteration 2F: 3 clusters Score -1368334 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1369120.000000 Penalty: 4684.767578
	Iteration 3F: 3 clusters Score -1369120 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1369648.250000 Penalty: 4684.767578
	Iteration 4F: 3 clusters Score -1369648 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1369989.250000 Penalty: 4684.767578
	Iteration 5F: 3 clusters Score -1369989 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1370240.500000 Penalty: 4684.767578
	Iteration 6Q: 3 clusters Score -1370240 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1370453.625000 Penalty: 4684.767578
	Iteration 7Q: 3 clusters Score -1370454 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1370646.125000 Penalty: 4684.767578
	Iteration 8Q: 3 clusters Score -1370646 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1370824.375000 Penalty: 4684.767578
	Iteration 9Q: 3 clusters Score -1370824 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1370997.250000 Penalty: 4684.767578
	Iteration 10Q: 3 clusters Score -1370997 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1371180.625000 Penalty: 4684.767578
	Iteration 11Q: 3 clusters Score -1371181 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1371371.500000 Penalty: 4684.767578
	Iteration 12Q: 3 clusters Score -1371372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1371555.875000 Penalty: 4684.767578
	Iteration 13Q: 3 clusters Score -1371556 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1371738.000000 Penalty: 4684.767578
	Iteration 14Q: 3 clusters Score -1371738 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1371964.875000 Penalty: 4684.767578
	Iteration 15Q: 3 clusters Score -1371965 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1372182.750000 Penalty: 4684.767578
	Iteration 16Q: 3 clusters Score -1372183 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1372391.875000 Penalty: 4684.767578
	Iteration 17Q: 3 clusters Score -1372392 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1372652.375000 Penalty: 4684.767578
	Iteration 18Q: 3 clusters Score -1372652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1372915.625000 Penalty: 4684.767578
	Iteration 19Q: 3 clusters Score -1372916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1373125.375000 Penalty: 4684.767578
	Iteration 20F: 3 clusters Score -1373125 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1373313.875000 Penalty: 4684.767578
	Iteration 21Q: 3 clusters Score -1373314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1373438.500000 Penalty: 4684.767578
	Iteration 22Q: 3 clusters Score -1373438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1373496.125000 Penalty: 4684.767578
	Iteration 23Q: 3 clusters Score -1373496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1373527.625000 Penalty: 4684.767578
	Iteration 24Q: 3 clusters Score -1373528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1373549.250000 Penalty: 4684.767578
	Iteration 25Q: 3 clusters Score -1373549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1373560.750000 Penalty: 4684.767578
	Iteration 26Q: 3 clusters Score -1373561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1373573.125000 Penalty: 4684.767578
	Iteration 27Q: 3 clusters Score -1373573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1373581.750000 Penalty: 4684.767578
	Iteration 28Q: 3 clusters Score -1373582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1373588.375000 Penalty: 4684.767578
	Iteration 29Q: 3 clusters Score -1373588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1373597.000000 Penalty: 4684.767578
	Iteration 30Q: 3 clusters Score -1373597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1373599.875000 Penalty: 4684.767578
	Iteration 31Q: 3 clusters Score -1373600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1373600.875000 Penalty: 4684.767578
	Iteration 32Q: 3 clusters Score -1373601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1373605.500000 Penalty: 4684.767578
	Iteration 33Q: 3 clusters Score -1373606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1373606.875000 Penalty: 4684.767578
	Iteration 34Q: 3 clusters Score -1373607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1373605.125000 Penalty: 4684.767578
	Iteration 35Q: 3 clusters Score -1373605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1373606.875000 Penalty: 4684.767578
	Iteration 36Q: 3 clusters Score -1373607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1373607.750000 Penalty: 4684.767578
	Iteration 37Q: 3 clusters Score -1373608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1373609.625000 Penalty: 4684.767578
	Iteration 38Q: 3 clusters Score -1373610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1373609.625000 Penalty: 4684.767578
	Iteration 39F: 3 clusters Score -1373610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23804 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94926 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191256 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 11323 members 
Entering Unmasked Estep 
Score: -183993088.000000 Penalty: 109879.187500
Splitting cluster 8 changes total score from -183994048.000000 to -183993088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -52067.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50522.960938 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -50522.96 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50720.617188 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -50720.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50781.167969 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -50781.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50813.371094 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -50813.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50821.441406 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -50821.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50822.871094 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -50822.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50822.871094 Penalty: 3075.452393
	Iteration 6F: 3 clusters Score -50822.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Entering Unmasked Estep 
Score: -9749761.000000 Penalty: 2811.268066
	Iteration 0F: 2 clusters Score -9749761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -9693973.000000 Penalty: 5622.536133
	Iteration 0F: 3 clusters Score -9693973 nChanged 39352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -9716194.000000 Penalty: 5622.536133
	Iteration 1F: 3 clusters Score -9716194 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -9717306.000000 Penalty: 5622.536133
	Iteration 2Q: 3 clusters Score -9717306 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -9718840.000000 Penalty: 5622.536133
	Iteration 3Q: 3 clusters Score -9718840 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9721180.000000 Penalty: 5622.536133
	Iteration 4F: 3 clusters Score -9721180 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -9724626.000000 Penalty: 5622.536133
	Iteration 5F: 3 clusters Score -9724626 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -9728781.000000 Penalty: 5622.536133
	Iteration 6F: 3 clusters Score -9728781 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -9732942.000000 Penalty: 5622.536133
	Iteration 7F: 3 clusters Score -9732942 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -9736387.000000 Penalty: 5622.536133
	Iteration 8F: 3 clusters Score -9736387 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -9738965.000000 Penalty: 5622.536133
	Iteration 9F: 3 clusters Score -9738965 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -9741098.000000 Penalty: 5622.536133
	Iteration 10Q: 3 clusters Score -9741098 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -9743033.000000 Penalty: 5622.536133
	Iteration 11Q: 3 clusters Score -9743033 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -9744569.000000 Penalty: 5622.536133
	Iteration 12Q: 3 clusters Score -9744569 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -9745789.000000 Penalty: 5622.536133
	Iteration 13Q: 3 clusters Score -9745789 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9746681.000000 Penalty: 5622.536133
	Iteration 14Q: 3 clusters Score -9746681 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -9747246.000000 Penalty: 5622.536133
	Iteration 15Q: 3 clusters Score -9747246 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9747536.000000 Penalty: 5622.536133
	Iteration 16Q: 3 clusters Score -9747536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9747749.000000 Penalty: 5622.536133
	Iteration 17Q: 3 clusters Score -9747749 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9747899.000000 Penalty: 5622.536133
	Iteration 18Q: 3 clusters Score -9747899 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9747951.000000 Penalty: 5622.536133
	Iteration 19Q: 3 clusters Score -9747951 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9748010.000000 Penalty: 5622.536133
	Iteration 20F: 3 clusters Score -9748010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9748014.000000 Penalty: 5622.536133
	Iteration 21Q: 3 clusters Score -9748014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9748043.000000 Penalty: 5622.536133
	Iteration 22Q: 3 clusters Score -9748043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9748073.000000 Penalty: 5622.536133
	Iteration 23Q: 3 clusters Score -9748073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9748097.000000 Penalty: 5622.536133
	Iteration 24Q: 3 clusters Score -9748097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9748097.000000 Penalty: 5622.536133
	Iteration 25Q: 3 clusters Score -9748097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9748114.000000 Penalty: 5622.536133
	Iteration 26Q: 3 clusters Score -9748114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9748119.000000 Penalty: 5622.536133
	Iteration 27Q: 3 clusters Score -9748119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9748117.000000 Penalty: 5622.536133
	Iteration 28Q: 3 clusters Score -9748117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9748116.000000 Penalty: 5622.536133
	Iteration 29Q: 3 clusters Score -9748116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9748125.000000 Penalty: 5622.536133
	Iteration 30Q: 3 clusters Score -9748125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9748115.000000 Penalty: 5622.536133
	Iteration 31Q: 3 clusters Score -9748115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9748117.000000 Penalty: 5622.536133
	Iteration 32Q: 3 clusters Score -9748117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9748123.000000 Penalty: 5622.536133
	Iteration 33Q: 3 clusters Score -9748123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9748126.000000 Penalty: 5622.536133
	Iteration 34Q: 3 clusters Score -9748126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9748131.000000 Penalty: 5622.536133
	Iteration 35Q: 3 clusters Score -9748131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9748115.000000 Penalty: 5622.536133
	Iteration 36Q: 3 clusters Score -9748115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9748132.000000 Penalty: 5622.536133
	Iteration 37Q: 3 clusters Score -9748132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9748136.000000 Penalty: 5622.536133
	Iteration 38Q: 3 clusters Score -9748136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9748136.000000 Penalty: 5622.536133
	Iteration 39F: 3 clusters Score -9748136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -143797.250000 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -143797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -141691.843750 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -141691.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142139.343750 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -142139.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142352.687500 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -142352.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142527.406250 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -142527.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -142654.656250 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -142654.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142774.875000 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -142774.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142941.968750 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -142942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -143362.609375 Penalty: 3554.468018
	Iteration 7F: 3 clusters Score -143362.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -143765.156250 Penalty: 3554.468018
	Iteration 8F: 3 clusters Score -143765.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -143889.640625 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -143889.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -143952.281250 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -143952.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -143971.390625 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -143971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -143977.859375 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -143977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -143981.703125 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -143981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -143984.531250 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -143984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -143987.281250 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -143987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -143987.281250 Penalty: 3554.468018
	Iteration 16F: 3 clusters Score -143987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 228 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23804 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94926 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191256 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1067 members 
Entering Unmasked Estep 
Score: -183991840.000000 Penalty: 109879.187500
Splitting cluster 11 changes total score from -183994048.000000 to -183991840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (323399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323399 members 
Entering Unmasked Estep 
Score: -37944200.000000 Penalty: 3146.287109
	Iteration 0F: 2 clusters Score -3.79442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161322 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -37738856.000000 Penalty: 6292.574219
	Iteration 0F: 3 clusters Score -3.773886e+07 nChanged 156806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -37831748.000000 Penalty: 6292.574219
	Iteration 1F: 3 clusters Score -3.783175e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -37833300.000000 Penalty: 6292.574219
	Iteration 2Q: 3 clusters Score -3.78333e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145574 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -37835544.000000 Penalty: 6292.574219
	Iteration 3Q: 3 clusters Score -3.783554e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 186282 members 
Entering Unmasked Estep 
Score: -37839536.000000 Penalty: 6292.574219
	Iteration 4Q: 3 clusters Score -3.783954e+07 nChanged 14691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125090 members 
Mstep: Class 2 contains 198309 members 
Entering Unmasked Estep 
Score: -37846160.000000 Penalty: 6292.574219
	Iteration 5Q: 3 clusters Score -3.784616e+07 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 214029 members 
Entering Unmasked Estep 
Score: -37856452.000000 Penalty: 6292.574219
	Iteration 6F: 3 clusters Score -3.785645e+07 nChanged 20021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 231612 members 
Entering Unmasked Estep 
Score: -37870872.000000 Penalty: 6292.574219
	Iteration 7F: 3 clusters Score -3.787087e+07 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 247856 members 
Entering Unmasked Estep 
Score: -37886144.000000 Penalty: 6292.574219
	Iteration 8F: 3 clusters Score -3.788614e+07 nChanged 16714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 260058 members 
Entering Unmasked Estep 
Score: -37899144.000000 Penalty: 6292.574219
	Iteration 9F: 3 clusters Score -3.789914e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 268031 members 
Entering Unmasked Estep 
Score: -37907788.000000 Penalty: 6292.574219
	Iteration 10Q: 3 clusters Score -3.790779e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 272997 members 
Entering Unmasked Estep 
Score: -37913380.000000 Penalty: 6292.574219
	Iteration 11Q: 3 clusters Score -3.791338e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 276509 members 
Entering Unmasked Estep 
Score: -37916484.000000 Penalty: 6292.574219
	Iteration 12Q: 3 clusters Score -3.791648e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 279565 members 
Entering Unmasked Estep 
Score: -37918432.000000 Penalty: 6292.574219
	Iteration 13Q: 3 clusters Score -3.791843e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 282555 members 
Entering Unmasked Estep 
Score: -37920152.000000 Penalty: 6292.574219
	Iteration 14Q: 3 clusters Score -3.792015e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 285487 members 
Entering Unmasked Estep 
Score: -37921644.000000 Penalty: 6292.574219
	Iteration 15Q: 3 clusters Score -3.792164e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 288438 members 
Entering Unmasked Estep 
Score: -37923588.000000 Penalty: 6292.574219
	Iteration 16Q: 3 clusters Score -3.792359e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 291391 members 
Entering Unmasked Estep 
Score: -37925236.000000 Penalty: 6292.574219
	Iteration 17Q: 3 clusters Score -3.792524e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 294276 members 
Entering Unmasked Estep 
Score: -37926900.000000 Penalty: 6292.574219
	Iteration 18Q: 3 clusters Score -3.79269e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 297074 members 
Entering Unmasked Estep 
Score: -37929144.000000 Penalty: 6292.574219
	Iteration 19Q: 3 clusters Score -3.792914e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 299834 members 
Entering Unmasked Estep 
Score: -37931816.000000 Penalty: 6292.574219
	Iteration 20F: 3 clusters Score -3.793182e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 302572 members 
Entering Unmasked Estep 
Score: -37934248.000000 Penalty: 6292.574219
	Iteration 21Q: 3 clusters Score -3.793425e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 305302 members 
Entering Unmasked Estep 
Score: -37936432.000000 Penalty: 6292.574219
	Iteration 22Q: 3 clusters Score -3.793643e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 307905 members 
Entering Unmasked Estep 
Score: -37938636.000000 Penalty: 6292.574219
	Iteration 23Q: 3 clusters Score -3.793864e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 310369 members 
Entering Unmasked Estep 
Score: -37940188.000000 Penalty: 6292.574219
	Iteration 24Q: 3 clusters Score -3.794019e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 312580 members 
Entering Unmasked Estep 
Score: -37941188.000000 Penalty: 6292.574219
	Iteration 25Q: 3 clusters Score -3.794119e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 314484 members 
Entering Unmasked Estep 
Score: -37941540.000000 Penalty: 6292.574219
	Iteration 26Q: 3 clusters Score -3.794154e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 316098 members 
Entering Unmasked Estep 
Score: -37941668.000000 Penalty: 6292.574219
	Iteration 27Q: 3 clusters Score -3.794167e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 317450 members 
Entering Unmasked Estep 
Score: -37941752.000000 Penalty: 6292.574219
	Iteration 28Q: 3 clusters Score -3.794175e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 318530 members 
Entering Unmasked Estep 
Score: -37941796.000000 Penalty: 6292.574219
	Iteration 29Q: 3 clusters Score -3.79418e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 319407 members 
Entering Unmasked Estep 
Score: -37941876.000000 Penalty: 6292.574219
	Iteration 30Q: 3 clusters Score -3.794188e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 320101 members 
Entering Unmasked Estep 
Score: -37941944.000000 Penalty: 6292.574219
	Iteration 31Q: 3 clusters Score -3.794194e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 320641 members 
Entering Unmasked Estep 
Score: -37942088.000000 Penalty: 6292.574219
	Iteration 32Q: 3 clusters Score -3.794209e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 321016 members 
Entering Unmasked Estep 
Score: -37942020.000000 Penalty: 6292.574219
	Iteration 33Q: 3 clusters Score -3.794202e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 321284 members 
Entering Unmasked Estep 
Score: -37942080.000000 Penalty: 6292.574219
	Iteration 34Q: 3 clusters Score -3.794208e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 321500 members 
Entering Unmasked Estep 
Score: -37942052.000000 Penalty: 6292.574219
	Iteration 35Q: 3 clusters Score -3.794205e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 321665 members 
Entering Unmasked Estep 
Score: -37942084.000000 Penalty: 6292.574219
	Iteration 36Q: 3 clusters Score -3.794208e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 321787 members 
Entering Unmasked Estep 
Score: -37942080.000000 Penalty: 6292.574219
	Iteration 37Q: 3 clusters Score -3.794208e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 321882 members 
Entering Unmasked Estep 
Score: -37942076.000000 Penalty: 6292.574219
	Iteration 38Q: 3 clusters Score -3.794208e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 321967 members 
Entering Unmasked Estep 
Score: -37942040.000000 Penalty: 6292.574219
	Iteration 39Q: 3 clusters Score -3.794204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 322039 members 
Entering Unmasked Estep 
Score: -37942016.000000 Penalty: 6292.574219
	Iteration 40F: 3 clusters Score -3.794202e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 322091 members 
Entering Unmasked Estep 
Score: -37942040.000000 Penalty: 6292.574219
	Iteration 41Q: 3 clusters Score -3.794204e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 322130 members 
Entering Unmasked Estep 
Score: -37942044.000000 Penalty: 6292.574219
	Iteration 42Q: 3 clusters Score -3.794204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 322168 members 
Entering Unmasked Estep 
Score: -37942080.000000 Penalty: 6292.574219
	Iteration 43Q: 3 clusters Score -3.794208e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 322199 members 
Entering Unmasked Estep 
Score: -37942068.000000 Penalty: 6292.574219
	Iteration 44Q: 3 clusters Score -3.794207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 322233 members 
Entering Unmasked Estep 
Score: -37942048.000000 Penalty: 6292.574219
	Iteration 45Q: 3 clusters Score -3.794205e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 322264 members 
Entering Unmasked Estep 
Score: -37942012.000000 Penalty: 6292.574219
	Iteration 46Q: 3 clusters Score -3.794201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 322289 members 
Entering Unmasked Estep 
Score: -37942040.000000 Penalty: 6292.574219
	Iteration 47Q: 3 clusters Score -3.794204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 322307 members 
Entering Unmasked Estep 
Score: -37942064.000000 Penalty: 6292.574219
	Iteration 48Q: 3 clusters Score -3.794206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 322324 members 
Entering Unmasked Estep 
Score: -37942088.000000 Penalty: 6292.574219
	Iteration 49Q: 3 clusters Score -3.794209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 322340 members 
Entering Unmasked Estep 
Score: -37942116.000000 Penalty: 6292.574219
	Iteration 50Q: 3 clusters Score -3.794212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 322352 members 
Entering Unmasked Estep 
Score: -37942140.000000 Penalty: 6292.574219
	Iteration 51Q: 3 clusters Score -3.794214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 322354 members 
Entering Unmasked Estep 
Score: -37942120.000000 Penalty: 6292.574219
	Iteration 52Q: 3 clusters Score -3.794212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 322358 members 
Entering Unmasked Estep 
Score: -37942140.000000 Penalty: 6292.574219
	Iteration 53Q: 3 clusters Score -3.794214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 322360 members 
Entering Unmasked Estep 
Score: -37942120.000000 Penalty: 6292.574219
	Iteration 54Q: 3 clusters Score -3.794212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 322366 members 
Entering Unmasked Estep 
Score: -37942136.000000 Penalty: 6292.574219
	Iteration 55Q: 3 clusters Score -3.794214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 322373 members 
Entering Unmasked Estep 
Score: -37942140.000000 Penalty: 6292.574219
	Iteration 56Q: 3 clusters Score -3.794214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 322380 members 
Entering Unmasked Estep 
Score: -37942112.000000 Penalty: 6292.574219
	Iteration 57Q: 3 clusters Score -3.794211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 322384 members 
Entering Unmasked Estep 
Score: -37942128.000000 Penalty: 6292.574219
	Iteration 58Q: 3 clusters Score -3.794213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 322387 members 
Entering Unmasked Estep 
Score: -37942128.000000 Penalty: 6292.574219
	Iteration 59Q: 3 clusters Score -3.794213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 322392 members 
Entering Unmasked Estep 
Score: -37942112.000000 Penalty: 6292.574219
	Iteration 60F: 3 clusters Score -3.794211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 322395 members 
Entering Unmasked Estep 
Score: -37942116.000000 Penalty: 6292.574219
	Iteration 61Q: 3 clusters Score -3.794212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 322399 members 
Entering Unmasked Estep 
Score: -37942116.000000 Penalty: 6292.574219
	Iteration 62Q: 3 clusters Score -3.794212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 322406 members 
Entering Unmasked Estep 
Score: -37942132.000000 Penalty: 6292.574219
	Iteration 63Q: 3 clusters Score -3.794213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 322411 members 
Entering Unmasked Estep 
Score: -37942144.000000 Penalty: 6292.574219
	Iteration 64Q: 3 clusters Score -3.794214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 322414 members 
Entering Unmasked Estep 
Score: -37942128.000000 Penalty: 6292.574219
	Iteration 65Q: 3 clusters Score -3.794213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 322415 members 
Entering Unmasked Estep 
Score: -37942116.000000 Penalty: 6292.574219
	Iteration 66Q: 3 clusters Score -3.794212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 322416 members 
Entering Unmasked Estep 
Score: -37942112.000000 Penalty: 6292.574219
	Iteration 67Q: 3 clusters Score -3.794211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 322419 members 
Entering Unmasked Estep 
Score: -37942112.000000 Penalty: 6292.574219
	Iteration 68Q: 3 clusters Score -3.794211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 322421 members 
Entering Unmasked Estep 
Score: -37942100.000000 Penalty: 6292.574219
	Iteration 69Q: 3 clusters Score -3.79421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 322422 members 
Entering Unmasked Estep 
Score: -37942108.000000 Penalty: 6292.574219
	Iteration 70Q: 3 clusters Score -3.794211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 322426 members 
Entering Unmasked Estep 
Score: -37942108.000000 Penalty: 6292.574219
	Iteration 71Q: 3 clusters Score -3.794211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 322429 members 
Entering Unmasked Estep 
Score: -37942096.000000 Penalty: 6292.574219
	Iteration 72Q: 3 clusters Score -3.79421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 322430 members 
Entering Unmasked Estep 
Score: -37942096.000000 Penalty: 6292.574219
	Iteration 73Q: 3 clusters Score -3.79421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 322430 members 
Entering Unmasked Estep 
Score: -37942096.000000 Penalty: 6292.574219
	Iteration 74F: 3 clusters Score -3.79421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -2839431.000000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -2839431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2822960.250000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -2822960 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2828566.000000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -2828566 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2828964.250000 Penalty: 4998.494141
	Iteration 2F: 3 clusters Score -2828964 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2829273.750000 Penalty: 4998.494141
	Iteration 3Q: 3 clusters Score -2829274 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2829563.000000 Penalty: 4998.494141
	Iteration 4Q: 3 clusters Score -2829563 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2829875.500000 Penalty: 4998.494141
	Iteration 5Q: 3 clusters Score -2829876 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2830209.000000 Penalty: 4998.494141
	Iteration 6Q: 3 clusters Score -2830209 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2830590.500000 Penalty: 4998.494141
	Iteration 7Q: 3 clusters Score -2830590 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2831079.500000 Penalty: 4998.494141
	Iteration 8Q: 3 clusters Score -2831080 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2831741.750000 Penalty: 4998.494141
	Iteration 9Q: 3 clusters Score -2831742 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2832653.000000 Penalty: 4998.494141
	Iteration 10F: 3 clusters Score -2832653 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2833668.250000 Penalty: 4998.494141
	Iteration 11F: 3 clusters Score -2833668 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2834680.250000 Penalty: 4998.494141
	Iteration 12F: 3 clusters Score -2834680 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2835515.750000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -2835516 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2836125.500000 Penalty: 4998.494141
	Iteration 14Q: 3 clusters Score -2836126 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2836612.000000 Penalty: 4998.494141
	Iteration 15Q: 3 clusters Score -2836612 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2836985.500000 Penalty: 4998.494141
	Iteration 16Q: 3 clusters Score -2836986 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2837231.750000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -2837232 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2837346.750000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -2837347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2837418.000000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -2837418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2837453.250000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -2837453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2837486.250000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -2837486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2837507.250000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -2837507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2837528.500000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -2837528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2837534.250000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -2837534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2837533.750000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -2837534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2837536.250000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -2837536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2837541.000000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -2837541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2837541.000000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -2837541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2837544.500000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -2837544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2837543.750000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -2837544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2837541.500000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -2837542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2837542.750000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -2837543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2837542.750000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -2837543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2837544.750000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -2837545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2837548.250000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -2837548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2837548.500000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -2837548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2837547.750000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -2837548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2837548.750000 Penalty: 4998.494141
	Iteration 38Q: 3 clusters Score -2837549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2837548.750000 Penalty: 4998.494141
	Iteration 39F: 3 clusters Score -2837549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Entering Unmasked Estep 
Score: -2269275.500000 Penalty: 2449.976807
	Iteration 0F: 2 clusters Score -2269276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2255509.750000 Penalty: 4899.953613
	Iteration 0F: 3 clusters Score -2255510 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2260225.000000 Penalty: 4899.953613
	Iteration 1F: 3 clusters Score -2260225 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2260805.750000 Penalty: 4899.953613
	Iteration 2F: 3 clusters Score -2260806 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2261304.250000 Penalty: 4899.953613
	Iteration 3F: 3 clusters Score -2261304 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2261765.750000 Penalty: 4899.953613
	Iteration 4Q: 3 clusters Score -2261766 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2262257.750000 Penalty: 4899.953613
	Iteration 5Q: 3 clusters Score -2262258 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2262719.000000 Penalty: 4899.953613
	Iteration 6Q: 3 clusters Score -2262719 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2263255.000000 Penalty: 4899.953613
	Iteration 7Q: 3 clusters Score -2263255 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2263749.500000 Penalty: 4899.953613
	Iteration 8Q: 3 clusters Score -2263750 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2264155.500000 Penalty: 4899.953613
	Iteration 9Q: 3 clusters Score -2264156 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2264562.000000 Penalty: 4899.953613
	Iteration 10Q: 3 clusters Score -2264562 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2264954.250000 Penalty: 4899.953613
	Iteration 11Q: 3 clusters Score -2264954 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2265261.750000 Penalty: 4899.953613
	Iteration 12Q: 3 clusters Score -2265262 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2265537.500000 Penalty: 4899.953613
	Iteration 13Q: 3 clusters Score -2265538 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2265771.000000 Penalty: 4899.953613
	Iteration 14Q: 3 clusters Score -2265771 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2265973.750000 Penalty: 4899.953613
	Iteration 15Q: 3 clusters Score -2265974 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2266152.250000 Penalty: 4899.953613
	Iteration 16Q: 3 clusters Score -2266152 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2266324.750000 Penalty: 4899.953613
	Iteration 17Q: 3 clusters Score -2266325 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2266456.750000 Penalty: 4899.953613
	Iteration 18Q: 3 clusters Score -2266457 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2266572.250000 Penalty: 4899.953613
	Iteration 19Q: 3 clusters Score -2266572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2266688.500000 Penalty: 4899.953613
	Iteration 20F: 3 clusters Score -2266688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2266795.250000 Penalty: 4899.953613
	Iteration 21Q: 3 clusters Score -2266795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2266903.250000 Penalty: 4899.953613
	Iteration 22Q: 3 clusters Score -2266903 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2266998.000000 Penalty: 4899.953613
	Iteration 23Q: 3 clusters Score -2266998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2267089.500000 Penalty: 4899.953613
	Iteration 24Q: 3 clusters Score -2267090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2267179.250000 Penalty: 4899.953613
	Iteration 25Q: 3 clusters Score -2267179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2267304.000000 Penalty: 4899.953613
	Iteration 26Q: 3 clusters Score -2267304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2267437.500000 Penalty: 4899.953613
	Iteration 27Q: 3 clusters Score -2267438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2267518.250000 Penalty: 4899.953613
	Iteration 28Q: 3 clusters Score -2267518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2267583.000000 Penalty: 4899.953613
	Iteration 29Q: 3 clusters Score -2267583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2267644.250000 Penalty: 4899.953613
	Iteration 30Q: 3 clusters Score -2267644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2267692.500000 Penalty: 4899.953613
	Iteration 31Q: 3 clusters Score -2267692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2267731.250000 Penalty: 4899.953613
	Iteration 32Q: 3 clusters Score -2267731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2267757.500000 Penalty: 4899.953613
	Iteration 33Q: 3 clusters Score -2267758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2267779.750000 Penalty: 4899.953613
	Iteration 34Q: 3 clusters Score -2267780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2267802.750000 Penalty: 4899.953613
	Iteration 35Q: 3 clusters Score -2267803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2267826.750000 Penalty: 4899.953613
	Iteration 36Q: 3 clusters Score -2267827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2267843.250000 Penalty: 4899.953613
	Iteration 37Q: 3 clusters Score -2267843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2267856.000000 Penalty: 4899.953613
	Iteration 38Q: 3 clusters Score -2267856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2267861.500000 Penalty: 4899.953613
	Iteration 39Q: 3 clusters Score -2267862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2267892.250000 Penalty: 4899.953613
	Iteration 40F: 3 clusters Score -2267892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2267906.250000 Penalty: 4899.953613
	Iteration 41Q: 3 clusters Score -2267906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2267921.750000 Penalty: 4899.953613
	Iteration 42Q: 3 clusters Score -2267922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2267941.000000 Penalty: 4899.953613
	Iteration 43Q: 3 clusters Score -2267941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2267954.500000 Penalty: 4899.953613
	Iteration 44Q: 3 clusters Score -2267954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2267961.250000 Penalty: 4899.953613
	Iteration 45Q: 3 clusters Score -2267961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2267970.500000 Penalty: 4899.953613
	Iteration 46Q: 3 clusters Score -2267970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2267976.500000 Penalty: 4899.953613
	Iteration 47Q: 3 clusters Score -2267976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2267985.000000 Penalty: 4899.953613
	Iteration 48Q: 3 clusters Score -2267985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2267994.250000 Penalty: 4899.953613
	Iteration 49Q: 3 clusters Score -2267994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2267995.500000 Penalty: 4899.953613
	Iteration 50Q: 3 clusters Score -2267996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2268004.250000 Penalty: 4899.953613
	Iteration 51Q: 3 clusters Score -2268004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2268024.000000 Penalty: 4899.953613
	Iteration 52Q: 3 clusters Score -2268024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2268027.000000 Penalty: 4899.953613
	Iteration 53Q: 3 clusters Score -2268027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2268044.000000 Penalty: 4899.953613
	Iteration 54Q: 3 clusters Score -2268044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2268056.250000 Penalty: 4899.953613
	Iteration 55Q: 3 clusters Score -2268056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2268075.000000 Penalty: 4899.953613
	Iteration 56Q: 3 clusters Score -2268075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2268089.000000 Penalty: 4899.953613
	Iteration 57Q: 3 clusters Score -2268089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2268099.250000 Penalty: 4899.953613
	Iteration 58Q: 3 clusters Score -2268099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2268109.000000 Penalty: 4899.953613
	Iteration 59Q: 3 clusters Score -2268109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2268120.750000 Penalty: 4899.953613
	Iteration 60F: 3 clusters Score -2268121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2268132.250000 Penalty: 4899.953613
	Iteration 61Q: 3 clusters Score -2268132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2268136.250000 Penalty: 4899.953613
	Iteration 62Q: 3 clusters Score -2268136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2268143.250000 Penalty: 4899.953613
	Iteration 63Q: 3 clusters Score -2268143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2268156.000000 Penalty: 4899.953613
	Iteration 64Q: 3 clusters Score -2268156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2268173.750000 Penalty: 4899.953613
	Iteration 65Q: 3 clusters Score -2268174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2268188.250000 Penalty: 4899.953613
	Iteration 66Q: 3 clusters Score -2268188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2268204.500000 Penalty: 4899.953613
	Iteration 67Q: 3 clusters Score -2268204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2268216.000000 Penalty: 4899.953613
	Iteration 68Q: 3 clusters Score -2268216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2268236.750000 Penalty: 4899.953613
	Iteration 69Q: 3 clusters Score -2268237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2268245.500000 Penalty: 4899.953613
	Iteration 70Q: 3 clusters Score -2268246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2268256.750000 Penalty: 4899.953613
	Iteration 71Q: 3 clusters Score -2268257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2268274.750000 Penalty: 4899.953613
	Iteration 72Q: 3 clusters Score -2268275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2268287.250000 Penalty: 4899.953613
	Iteration 73Q: 3 clusters Score -2268287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2268298.000000 Penalty: 4899.953613
	Iteration 74Q: 3 clusters Score -2268298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2268308.500000 Penalty: 4899.953613
	Iteration 75Q: 3 clusters Score -2268308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2268318.750000 Penalty: 4899.953613
	Iteration 76Q: 3 clusters Score -2268319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2268331.250000 Penalty: 4899.953613
	Iteration 77Q: 3 clusters Score -2268331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2268342.750000 Penalty: 4899.953613
	Iteration 78Q: 3 clusters Score -2268343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2268346.250000 Penalty: 4899.953613
	Iteration 79Q: 3 clusters Score -2268346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2268356.000000 Penalty: 4899.953613
	Iteration 80F: 3 clusters Score -2268356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2268363.000000 Penalty: 4899.953613
	Iteration 81Q: 3 clusters Score -2268363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2268367.500000 Penalty: 4899.953613
	Iteration 82Q: 3 clusters Score -2268368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2268373.500000 Penalty: 4899.953613
	Iteration 83Q: 3 clusters Score -2268374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2268382.000000 Penalty: 4899.953613
	Iteration 84Q: 3 clusters Score -2268382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2268381.250000 Penalty: 4899.953613
	Iteration 85Q: 3 clusters Score -2268381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2268387.500000 Penalty: 4899.953613
	Iteration 86Q: 3 clusters Score -2268388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2268391.000000 Penalty: 4899.953613
	Iteration 87Q: 3 clusters Score -2268391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2268395.000000 Penalty: 4899.953613
	Iteration 88Q: 3 clusters Score -2268395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2268400.750000 Penalty: 4899.953613
	Iteration 89Q: 3 clusters Score -2268401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2268405.000000 Penalty: 4899.953613
	Iteration 90Q: 3 clusters Score -2268405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2268415.000000 Penalty: 4899.953613
	Iteration 91Q: 3 clusters Score -2268415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2268423.750000 Penalty: 4899.953613
	Iteration 92Q: 3 clusters Score -2268424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2268429.500000 Penalty: 4899.953613
	Iteration 93Q: 3 clusters Score -2268430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2268437.500000 Penalty: 4899.953613
	Iteration 94Q: 3 clusters Score -2268438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2268435.750000 Penalty: 4899.953613
	Iteration 95Q: 3 clusters Score -2268436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2268441.750000 Penalty: 4899.953613
	Iteration 96Q: 3 clusters Score -2268442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2268451.000000 Penalty: 4899.953613
	Iteration 97Q: 3 clusters Score -2268451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2268455.000000 Penalty: 4899.953613
	Iteration 98Q: 3 clusters Score -2268455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2268460.250000 Penalty: 4899.953613
	Iteration 99Q: 3 clusters Score -2268460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2268464.500000 Penalty: 4899.953613
	Iteration 100F: 3 clusters Score -2268464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2268476.750000 Penalty: 4899.953613
	Iteration 101Q: 3 clusters Score -2268477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2268480.000000 Penalty: 4899.953613
	Iteration 102Q: 3 clusters Score -2268480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2268482.250000 Penalty: 4899.953613
	Iteration 103Q: 3 clusters Score -2268482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2268484.500000 Penalty: 4899.953613
	Iteration 104Q: 3 clusters Score -2268484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2268485.000000 Penalty: 4899.953613
	Iteration 105Q: 3 clusters Score -2268485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2268489.250000 Penalty: 4899.953613
	Iteration 106Q: 3 clusters Score -2268489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2268493.750000 Penalty: 4899.953613
	Iteration 107Q: 3 clusters Score -2268494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2268499.250000 Penalty: 4899.953613
	Iteration 108Q: 3 clusters Score -2268499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2268499.500000 Penalty: 4899.953613
	Iteration 109Q: 3 clusters Score -2268500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2268504.750000 Penalty: 4899.953613
	Iteration 110Q: 3 clusters Score -2268505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2268505.750000 Penalty: 4899.953613
	Iteration 111Q: 3 clusters Score -2268506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2268506.000000 Penalty: 4899.953613
	Iteration 112Q: 3 clusters Score -2268506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2268512.500000 Penalty: 4899.953613
	Iteration 113Q: 3 clusters Score -2268512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2268515.500000 Penalty: 4899.953613
	Iteration 114Q: 3 clusters Score -2268516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2268511.250000 Penalty: 4899.953613
	Iteration 115Q: 3 clusters Score -2268511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2268515.500000 Penalty: 4899.953613
	Iteration 116Q: 3 clusters Score -2268516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2268519.500000 Penalty: 4899.953613
	Iteration 117Q: 3 clusters Score -2268520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2268517.500000 Penalty: 4899.953613
	Iteration 118Q: 3 clusters Score -2268518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2268517.750000 Penalty: 4899.953613
	Iteration 119Q: 3 clusters Score -2268518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2268519.250000 Penalty: 4899.953613
	Iteration 120F: 3 clusters Score -2268519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2268520.750000 Penalty: 4899.953613
	Iteration 121Q: 3 clusters Score -2268521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2268524.500000 Penalty: 4899.953613
	Iteration 122Q: 3 clusters Score -2268524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2268526.500000 Penalty: 4899.953613
	Iteration 123Q: 3 clusters Score -2268526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2268530.750000 Penalty: 4899.953613
	Iteration 124Q: 3 clusters Score -2268531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2268530.500000 Penalty: 4899.953613
	Iteration 125Q: 3 clusters Score -2268530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2268532.750000 Penalty: 4899.953613
	Iteration 126Q: 3 clusters Score -2268533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2268533.000000 Penalty: 4899.953613
	Iteration 127Q: 3 clusters Score -2268533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2268542.750000 Penalty: 4899.953613
	Iteration 128Q: 3 clusters Score -2268543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2268547.000000 Penalty: 4899.953613
	Iteration 129Q: 3 clusters Score -2268547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2268548.750000 Penalty: 4899.953613
	Iteration 130Q: 3 clusters Score -2268549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2268549.250000 Penalty: 4899.953613
	Iteration 131Q: 3 clusters Score -2268549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2268557.500000 Penalty: 4899.953613
	Iteration 132Q: 3 clusters Score -2268558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2268556.750000 Penalty: 4899.953613
	Iteration 133Q: 3 clusters Score -2268557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2268556.750000 Penalty: 4899.953613
	Iteration 134Q: 3 clusters Score -2268557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2268561.000000 Penalty: 4899.953613
	Iteration 135Q: 3 clusters Score -2268561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2268571.000000 Penalty: 4899.953613
	Iteration 136Q: 3 clusters Score -2268571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2268583.750000 Penalty: 4899.953613
	Iteration 137Q: 3 clusters Score -2268584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2268591.000000 Penalty: 4899.953613
	Iteration 138Q: 3 clusters Score -2268591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2268596.750000 Penalty: 4899.953613
	Iteration 139Q: 3 clusters Score -2268597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2268601.750000 Penalty: 4899.953613
	Iteration 140F: 3 clusters Score -2268602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2268606.750000 Penalty: 4899.953613
	Iteration 141Q: 3 clusters Score -2268607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2268609.500000 Penalty: 4899.953613
	Iteration 142Q: 3 clusters Score -2268610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2268609.500000 Penalty: 4899.953613
	Iteration 143Q: 3 clusters Score -2268610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2268612.000000 Penalty: 4899.953613
	Iteration 144Q: 3 clusters Score -2268612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2268614.250000 Penalty: 4899.953613
	Iteration 145Q: 3 clusters Score -2268614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2268618.750000 Penalty: 4899.953613
	Iteration 146Q: 3 clusters Score -2268619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2268621.000000 Penalty: 4899.953613
	Iteration 147Q: 3 clusters Score -2268621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2268620.750000 Penalty: 4899.953613
	Iteration 148Q: 3 clusters Score -2268621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2268619.250000 Penalty: 4899.953613
	Iteration 149Q: 3 clusters Score -2268619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2268622.750000 Penalty: 4899.953613
	Iteration 150Q: 3 clusters Score -2268623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2268626.500000 Penalty: 4899.953613
	Iteration 151Q: 3 clusters Score -2268626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2268622.250000 Penalty: 4899.953613
	Iteration 152Q: 3 clusters Score -2268622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2268624.000000 Penalty: 4899.953613
	Iteration 153Q: 3 clusters Score -2268624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2268629.500000 Penalty: 4899.953613
	Iteration 154Q: 3 clusters Score -2268630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2268627.250000 Penalty: 4899.953613
	Iteration 155Q: 3 clusters Score -2268627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2268628.750000 Penalty: 4899.953613
	Iteration 156Q: 3 clusters Score -2268629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2268629.000000 Penalty: 4899.953613
	Iteration 157Q: 3 clusters Score -2268629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2268629.750000 Penalty: 4899.953613
	Iteration 158Q: 3 clusters Score -2268630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2268632.500000 Penalty: 4899.953613
	Iteration 159Q: 3 clusters Score -2268632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
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Entering Unmasked Estep 
Score: -2268632.000000 Penalty: 4899.953613
	Iteration 160F: 3 clusters Score -2268632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2268634.500000 Penalty: 4899.953613
	Iteration 161Q: 3 clusters Score -2268634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2268636.750000 Penalty: 4899.953613
	Iteration 162Q: 3 clusters Score -2268637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2268637.250000 Penalty: 4899.953613
	Iteration 163Q: 3 clusters Score -2268637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2268637.250000 Penalty: 4899.953613
	Iteration 164Q: 3 clusters Score -2268637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2268640.750000 Penalty: 4899.953613
	Iteration 165Q: 3 clusters Score -2268641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2268640.750000 Penalty: 4899.953613
	Iteration 166Q: 3 clusters Score -2268641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2268645.250000 Penalty: 4899.953613
	Iteration 167Q: 3 clusters Score -2268645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2268652.500000 Penalty: 4899.953613
	Iteration 168Q: 3 clusters Score -2268652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2268653.500000 Penalty: 4899.953613
	Iteration 169Q: 3 clusters Score -2268654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2268656.000000 Penalty: 4899.953613
	Iteration 170Q: 3 clusters Score -2268656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2268660.250000 Penalty: 4899.953613
	Iteration 171Q: 3 clusters Score -2268660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2268664.000000 Penalty: 4899.953613
	Iteration 172Q: 3 clusters Score -2268664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2268669.250000 Penalty: 4899.953613
	Iteration 173Q: 3 clusters Score -2268669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2268668.000000 Penalty: 4899.953613
	Iteration 174Q: 3 clusters Score -2268668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2268668.000000 Penalty: 4899.953613
	Iteration 175Q: 3 clusters Score -2268668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2268670.000000 Penalty: 4899.953613
	Iteration 176Q: 3 clusters Score -2268670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2268671.000000 Penalty: 4899.953613
	Iteration 177Q: 3 clusters Score -2268671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2268672.750000 Penalty: 4899.953613
	Iteration 178Q: 3 clusters Score -2268673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2268670.500000 Penalty: 4899.953613
	Iteration 179Q: 3 clusters Score -2268670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2268674.500000 Penalty: 4899.953613
	Iteration 180F: 3 clusters Score -2268674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2268673.750000 Penalty: 4899.953613
	Iteration 181Q: 3 clusters Score -2268674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2268676.000000 Penalty: 4899.953613
	Iteration 182Q: 3 clusters Score -2268676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2268680.750000 Penalty: 4899.953613
	Iteration 183Q: 3 clusters Score -2268681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2268685.750000 Penalty: 4899.953613
	Iteration 184Q: 3 clusters Score -2268686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2268683.500000 Penalty: 4899.953613
	Iteration 185Q: 3 clusters Score -2268684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2268691.750000 Penalty: 4899.953613
	Iteration 186Q: 3 clusters Score -2268692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2268697.000000 Penalty: 4899.953613
	Iteration 187Q: 3 clusters Score -2268697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2268709.000000 Penalty: 4899.953613
	Iteration 188Q: 3 clusters Score -2268709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2268707.000000 Penalty: 4899.953613
	Iteration 189Q: 3 clusters Score -2268707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2268717.500000 Penalty: 4899.953613
	Iteration 190Q: 3 clusters Score -2268718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2268717.250000 Penalty: 4899.953613
	Iteration 191Q: 3 clusters Score -2268717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2268730.000000 Penalty: 4899.953613
	Iteration 192Q: 3 clusters Score -2268730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2268724.250000 Penalty: 4899.953613
	Iteration 193Q: 3 clusters Score -2268724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2268731.000000 Penalty: 4899.953613
	Iteration 194Q: 3 clusters Score -2268731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2268736.250000 Penalty: 4899.953613
	Iteration 195Q: 3 clusters Score -2268736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2268742.500000 Penalty: 4899.953613
	Iteration 196Q: 3 clusters Score -2268742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2268744.750000 Penalty: 4899.953613
	Iteration 197Q: 3 clusters Score -2268745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2268749.250000 Penalty: 4899.953613
	Iteration 198Q: 3 clusters Score -2268749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2268754.500000 Penalty: 4899.953613
	Iteration 199Q: 3 clusters Score -2268754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2268753.750000 Penalty: 4899.953613
	Iteration 200F: 3 clusters Score -2268754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2268759.250000 Penalty: 4899.953613
	Iteration 201Q: 3 clusters Score -2268759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2268764.750000 Penalty: 4899.953613
	Iteration 202Q: 3 clusters Score -2268765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2268767.750000 Penalty: 4899.953613
	Iteration 203Q: 3 clusters Score -2268768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2268771.250000 Penalty: 4899.953613
	Iteration 204Q: 3 clusters Score -2268771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2268772.750000 Penalty: 4899.953613
	Iteration 205Q: 3 clusters Score -2268773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2268774.750000 Penalty: 4899.953613
	Iteration 206Q: 3 clusters Score -2268775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2268776.000000 Penalty: 4899.953613
	Iteration 207Q: 3 clusters Score -2268776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2268780.000000 Penalty: 4899.953613
	Iteration 208Q: 3 clusters Score -2268780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2268781.500000 Penalty: 4899.953613
	Iteration 209Q: 3 clusters Score -2268782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2268785.000000 Penalty: 4899.953613
	Iteration 210Q: 3 clusters Score -2268785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2268787.250000 Penalty: 4899.953613
	Iteration 211Q: 3 clusters Score -2268787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2268781.750000 Penalty: 4899.953613
	Iteration 212Q: 3 clusters Score -2268782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2268783.250000 Penalty: 4899.953613
	Iteration 213Q: 3 clusters Score -2268783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2268788.250000 Penalty: 4899.953613
	Iteration 214Q: 3 clusters Score -2268788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2268787.250000 Penalty: 4899.953613
	Iteration 215Q: 3 clusters Score -2268787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2268788.750000 Penalty: 4899.953613
	Iteration 216Q: 3 clusters Score -2268789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2268792.500000 Penalty: 4899.953613
	Iteration 217Q: 3 clusters Score -2268792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2268791.000000 Penalty: 4899.953613
	Iteration 218Q: 3 clusters Score -2268791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2268791.500000 Penalty: 4899.953613
	Iteration 219Q: 3 clusters Score -2268792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2268788.750000 Penalty: 4899.953613
	Iteration 220F: 3 clusters Score -2268789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2268790.750000 Penalty: 4899.953613
	Iteration 221Q: 3 clusters Score -2268791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2268796.500000 Penalty: 4899.953613
	Iteration 222Q: 3 clusters Score -2268796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2268793.000000 Penalty: 4899.953613
	Iteration 223Q: 3 clusters Score -2268793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2268794.000000 Penalty: 4899.953613
	Iteration 224Q: 3 clusters Score -2268794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2268792.500000 Penalty: 4899.953613
	Iteration 225Q: 3 clusters Score -2268792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2268792.500000 Penalty: 4899.953613
	Iteration 226F: 3 clusters Score -2268792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -101947.664062 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -101947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -100063.671875 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -100063.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100474.976562 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -100475 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100666.210938 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -100666.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100858.906250 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -100858.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101063.437500 Penalty: 3448.553467
	Iteration 4F: 3 clusters Score -101063.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101324.390625 Penalty: 3448.553467
	Iteration 5F: 3 clusters Score -101324.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101608.414062 Penalty: 3448.553467
	Iteration 6F: 3 clusters Score -101608.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101722.968750 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -101723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101786.125000 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -101786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101842.625000 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -101842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -101865.242188 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -101865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101867.757812 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -101867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101867.757812 Penalty: 3448.553467
	Iteration 12F: 3 clusters Score -101867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -828896.625000 Penalty: 2205.026611
	Iteration 0F: 2 clusters Score -828896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -822910.250000 Penalty: 4410.053223
	Iteration 0F: 3 clusters Score -822910.2 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -824486.187500 Penalty: 4410.053223
	Iteration 1F: 3 clusters Score -824486.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -824761.750000 Penalty: 4410.053223
	Iteration 2F: 3 clusters Score -824761.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -824963.312500 Penalty: 4410.053223
	Iteration 3F: 3 clusters Score -824963.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -825138.875000 Penalty: 4410.053223
	Iteration 4Q: 3 clusters Score -825138.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -825328.687500 Penalty: 4410.053223
	Iteration 5Q: 3 clusters Score -825328.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -825496.250000 Penalty: 4410.053223
	Iteration 6Q: 3 clusters Score -825496.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -825649.562500 Penalty: 4410.053223
	Iteration 7Q: 3 clusters Score -825649.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -825828.812500 Penalty: 4410.053223
	Iteration 8Q: 3 clusters Score -825828.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -826016.500000 Penalty: 4410.053223
	Iteration 9Q: 3 clusters Score -826016.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -826240.250000 Penalty: 4410.053223
	Iteration 10Q: 3 clusters Score -826240.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -826442.187500 Penalty: 4410.053223
	Iteration 11Q: 3 clusters Score -826442.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -826611.375000 Penalty: 4410.053223
	Iteration 12Q: 3 clusters Score -826611.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -826733.250000 Penalty: 4410.053223
	Iteration 13Q: 3 clusters Score -826733.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -826850.125000 Penalty: 4410.053223
	Iteration 14Q: 3 clusters Score -826850.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -826943.000000 Penalty: 4410.053223
	Iteration 15Q: 3 clusters Score -826943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -827003.937500 Penalty: 4410.053223
	Iteration 16Q: 3 clusters Score -827003.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -827052.562500 Penalty: 4410.053223
	Iteration 17Q: 3 clusters Score -827052.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -827088.687500 Penalty: 4410.053223
	Iteration 18Q: 3 clusters Score -827088.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -827108.437500 Penalty: 4410.053223
	Iteration 19Q: 3 clusters Score -827108.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -827127.750000 Penalty: 4410.053223
	Iteration 20F: 3 clusters Score -827127.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -827152.500000 Penalty: 4410.053223
	Iteration 21Q: 3 clusters Score -827152.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -827170.187500 Penalty: 4410.053223
	Iteration 22Q: 3 clusters Score -827170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -827184.750000 Penalty: 4410.053223
	Iteration 23Q: 3 clusters Score -827184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -827195.250000 Penalty: 4410.053223
	Iteration 24Q: 3 clusters Score -827195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -827201.437500 Penalty: 4410.053223
	Iteration 25Q: 3 clusters Score -827201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -827206.500000 Penalty: 4410.053223
	Iteration 26Q: 3 clusters Score -827206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -827211.437500 Penalty: 4410.053223
	Iteration 27Q: 3 clusters Score -827211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -827211.125000 Penalty: 4410.053223
	Iteration 28Q: 3 clusters Score -827211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -827210.812500 Penalty: 4410.053223
	Iteration 29Q: 3 clusters Score -827210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -827214.437500 Penalty: 4410.053223
	Iteration 30Q: 3 clusters Score -827214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -827214.062500 Penalty: 4410.053223
	Iteration 31Q: 3 clusters Score -827214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -827215.000000 Penalty: 4410.053223
	Iteration 32Q: 3 clusters Score -827215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -827215.812500 Penalty: 4410.053223
	Iteration 33Q: 3 clusters Score -827215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -827215.812500 Penalty: 4410.053223
	Iteration 34F: 3 clusters Score -827215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (321268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321268 members 
Entering Unmasked Estep 
Score: -37541556.000000 Penalty: 3144.647705
	Iteration 0F: 2 clusters Score -3.754156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -37330788.000000 Penalty: 6289.295410
	Iteration 0F: 3 clusters Score -3.733079e+07 nChanged 156372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162508 members 
Mstep: Class 2 contains 158760 members 
Entering Unmasked Estep 
Score: -37423180.000000 Penalty: 6289.295410
	Iteration 1F: 3 clusters Score -3.742318e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 157792 members 
Entering Unmasked Estep 
Score: -37424804.000000 Penalty: 6289.295410
	Iteration 2Q: 3 clusters Score -3.74248e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164976 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -37427340.000000 Penalty: 6289.295410
	Iteration 3Q: 3 clusters Score -3.742734e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 154309 members 
Entering Unmasked Estep 
Score: -37431724.000000 Penalty: 6289.295410
	Iteration 4Q: 3 clusters Score -3.743172e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -37438104.000000 Penalty: 6289.295410
	Iteration 5Q: 3 clusters Score -3.74381e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -37448768.000000 Penalty: 6289.295410
	Iteration 6Q: 3 clusters Score -3.744877e+07 nChanged 19750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173387 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -37463024.000000 Penalty: 6289.295410
	Iteration 7F: 3 clusters Score -3.746302e+07 nChanged 22765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -37481076.000000 Penalty: 6289.295410
	Iteration 8F: 3 clusters Score -3.748108e+07 nChanged 23667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -37500440.000000 Penalty: 6289.295410
	Iteration 9F: 3 clusters Score -3.750044e+07 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -37513196.000000 Penalty: 6289.295410
	Iteration 10F: 3 clusters Score -3.75132e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -37518696.000000 Penalty: 6289.295410
	Iteration 11Q: 3 clusters Score -3.75187e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -37521184.000000 Penalty: 6289.295410
	Iteration 12Q: 3 clusters Score -3.752118e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -37523456.000000 Penalty: 6289.295410
	Iteration 13Q: 3 clusters Score -3.752346e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 171058 members 
Entering Unmasked Estep 
Score: -37524788.000000 Penalty: 6289.295410
	Iteration 14Q: 3 clusters Score -3.752479e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -37525988.000000 Penalty: 6289.295410
	Iteration 15Q: 3 clusters Score -3.752599e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 176119 members 
Entering Unmasked Estep 
Score: -37526844.000000 Penalty: 6289.295410
	Iteration 16Q: 3 clusters Score -3.752684e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142766 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -37527336.000000 Penalty: 6289.295410
	Iteration 17Q: 3 clusters Score -3.752734e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 180803 members 
Entering Unmasked Estep 
Score: -37527676.000000 Penalty: 6289.295410
	Iteration 18Q: 3 clusters Score -3.752768e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 183130 members 
Entering Unmasked Estep 
Score: -37527900.000000 Penalty: 6289.295410
	Iteration 19Q: 3 clusters Score -3.75279e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135838 members 
Mstep: Class 2 contains 185430 members 
Entering Unmasked Estep 
Score: -37528328.000000 Penalty: 6289.295410
	Iteration 20F: 3 clusters Score -3.752833e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 187757 members 
Entering Unmasked Estep 
Score: -37528628.000000 Penalty: 6289.295410
	Iteration 21Q: 3 clusters Score -3.752863e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 190057 members 
Entering Unmasked Estep 
Score: -37528884.000000 Penalty: 6289.295410
	Iteration 22Q: 3 clusters Score -3.752888e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 192517 members 
Entering Unmasked Estep 
Score: -37528972.000000 Penalty: 6289.295410
	Iteration 23Q: 3 clusters Score -3.752897e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 195159 members 
Entering Unmasked Estep 
Score: -37529108.000000 Penalty: 6289.295410
	Iteration 24Q: 3 clusters Score -3.752911e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 197874 members 
Entering Unmasked Estep 
Score: -37529392.000000 Penalty: 6289.295410
	Iteration 25Q: 3 clusters Score -3.752939e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120667 members 
Mstep: Class 2 contains 200601 members 
Entering Unmasked Estep 
Score: -37529488.000000 Penalty: 6289.295410
	Iteration 26Q: 3 clusters Score -3.752949e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 203419 members 
Entering Unmasked Estep 
Score: -37529824.000000 Penalty: 6289.295410
	Iteration 27Q: 3 clusters Score -3.752982e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 206322 members 
Entering Unmasked Estep 
Score: -37530036.000000 Penalty: 6289.295410
	Iteration 28Q: 3 clusters Score -3.753004e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111991 members 
Mstep: Class 2 contains 209277 members 
Entering Unmasked Estep 
Score: -37530428.000000 Penalty: 6289.295410
	Iteration 29Q: 3 clusters Score -3.753043e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 212292 members 
Entering Unmasked Estep 
Score: -37530776.000000 Penalty: 6289.295410
	Iteration 30Q: 3 clusters Score -3.753078e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 215392 members 
Entering Unmasked Estep 
Score: -37531056.000000 Penalty: 6289.295410
	Iteration 31Q: 3 clusters Score -3.753106e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 218474 members 
Entering Unmasked Estep 
Score: -37531236.000000 Penalty: 6289.295410
	Iteration 32Q: 3 clusters Score -3.753124e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 221771 members 
Entering Unmasked Estep 
Score: -37531596.000000 Penalty: 6289.295410
	Iteration 33Q: 3 clusters Score -3.75316e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 225075 members 
Entering Unmasked Estep 
Score: -37532068.000000 Penalty: 6289.295410
	Iteration 34Q: 3 clusters Score -3.753207e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 228515 members 
Entering Unmasked Estep 
Score: -37532620.000000 Penalty: 6289.295410
	Iteration 35Q: 3 clusters Score -3.753262e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 231926 members 
Entering Unmasked Estep 
Score: -37532936.000000 Penalty: 6289.295410
	Iteration 36Q: 3 clusters Score -3.753294e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 235351 members 
Entering Unmasked Estep 
Score: -37533360.000000 Penalty: 6289.295410
	Iteration 37Q: 3 clusters Score -3.753336e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 238750 members 
Entering Unmasked Estep 
Score: -37533744.000000 Penalty: 6289.295410
	Iteration 38Q: 3 clusters Score -3.753374e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 242105 members 
Entering Unmasked Estep 
Score: -37534356.000000 Penalty: 6289.295410
	Iteration 39Q: 3 clusters Score -3.753436e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 245475 members 
Entering Unmasked Estep 
Score: -37534888.000000 Penalty: 6289.295410
	Iteration 40F: 3 clusters Score -3.753489e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 248806 members 
Entering Unmasked Estep 
Score: -37535036.000000 Penalty: 6289.295410
	Iteration 41Q: 3 clusters Score -3.753504e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 252147 members 
Entering Unmasked Estep 
Score: -37535596.000000 Penalty: 6289.295410
	Iteration 42Q: 3 clusters Score -3.75356e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 255420 members 
Entering Unmasked Estep 
Score: -37536056.000000 Penalty: 6289.295410
	Iteration 43Q: 3 clusters Score -3.753606e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 258605 members 
Entering Unmasked Estep 
Score: -37536496.000000 Penalty: 6289.295410
	Iteration 44Q: 3 clusters Score -3.75365e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 261652 members 
Entering Unmasked Estep 
Score: -37536808.000000 Penalty: 6289.295410
	Iteration 45Q: 3 clusters Score -3.753681e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 264664 members 
Entering Unmasked Estep 
Score: -37537344.000000 Penalty: 6289.295410
	Iteration 46Q: 3 clusters Score -3.753734e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 267547 members 
Entering Unmasked Estep 
Score: -37537884.000000 Penalty: 6289.295410
	Iteration 47Q: 3 clusters Score -3.753788e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 270352 members 
Entering Unmasked Estep 
Score: -37538200.000000 Penalty: 6289.295410
	Iteration 48Q: 3 clusters Score -3.75382e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 272987 members 
Entering Unmasked Estep 
Score: -37538676.000000 Penalty: 6289.295410
	Iteration 49Q: 3 clusters Score -3.753868e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 275484 members 
Entering Unmasked Estep 
Score: -37539020.000000 Penalty: 6289.295410
	Iteration 50Q: 3 clusters Score -3.753902e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 277867 members 
Entering Unmasked Estep 
Score: -37539260.000000 Penalty: 6289.295410
	Iteration 51Q: 3 clusters Score -3.753926e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 280139 members 
Entering Unmasked Estep 
Score: -37539840.000000 Penalty: 6289.295410
	Iteration 52Q: 3 clusters Score -3.753984e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 282313 members 
Entering Unmasked Estep 
Score: -37540232.000000 Penalty: 6289.295410
	Iteration 53Q: 3 clusters Score -3.754023e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 284358 members 
Entering Unmasked Estep 
Score: -37540532.000000 Penalty: 6289.295410
	Iteration 54Q: 3 clusters Score -3.754053e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 286268 members 
Entering Unmasked Estep 
Score: -37540808.000000 Penalty: 6289.295410
	Iteration 55Q: 3 clusters Score -3.754081e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 287997 members 
Entering Unmasked Estep 
Score: -37541100.000000 Penalty: 6289.295410
	Iteration 56Q: 3 clusters Score -3.75411e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 289571 members 
Entering Unmasked Estep 
Score: -37541328.000000 Penalty: 6289.295410
	Iteration 57Q: 3 clusters Score -3.754133e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 291098 members 
Entering Unmasked Estep 
Score: -37541596.000000 Penalty: 6289.295410
	Iteration 58Q: 3 clusters Score -3.75416e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 292539 members 
Entering Unmasked Estep 
Score: -37541896.000000 Penalty: 6289.295410
	Iteration 59Q: 3 clusters Score -3.75419e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 293846 members 
Entering Unmasked Estep 
Score: -37541948.000000 Penalty: 6289.295410
	Iteration 60F: 3 clusters Score -3.754195e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 295040 members 
Entering Unmasked Estep 
Score: -37542020.000000 Penalty: 6289.295410
	Iteration 61Q: 3 clusters Score -3.754202e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 296185 members 
Entering Unmasked Estep 
Score: -37542132.000000 Penalty: 6289.295410
	Iteration 62Q: 3 clusters Score -3.754213e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 297311 members 
Entering Unmasked Estep 
Score: -37542360.000000 Penalty: 6289.295410
	Iteration 63Q: 3 clusters Score -3.754236e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 298387 members 
Entering Unmasked Estep 
Score: -37542648.000000 Penalty: 6289.295410
	Iteration 64Q: 3 clusters Score -3.754265e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 299443 members 
Entering Unmasked Estep 
Score: -37542704.000000 Penalty: 6289.295410
	Iteration 65Q: 3 clusters Score -3.75427e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 300414 members 
Entering Unmasked Estep 
Score: -37542856.000000 Penalty: 6289.295410
	Iteration 66Q: 3 clusters Score -3.754286e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 301307 members 
Entering Unmasked Estep 
Score: -37542916.000000 Penalty: 6289.295410
	Iteration 67Q: 3 clusters Score -3.754292e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 302104 members 
Entering Unmasked Estep 
Score: -37543020.000000 Penalty: 6289.295410
	Iteration 68Q: 3 clusters Score -3.754302e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 302908 members 
Entering Unmasked Estep 
Score: -37542996.000000 Penalty: 6289.295410
	Iteration 69Q: 3 clusters Score -3.7543e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 303680 members 
Entering Unmasked Estep 
Score: -37543096.000000 Penalty: 6289.295410
	Iteration 70Q: 3 clusters Score -3.75431e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 304393 members 
Entering Unmasked Estep 
Score: -37543124.000000 Penalty: 6289.295410
	Iteration 71Q: 3 clusters Score -3.754312e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 305038 members 
Entering Unmasked Estep 
Score: -37543024.000000 Penalty: 6289.295410
	Iteration 72Q: 3 clusters Score -3.754302e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 305650 members 
Entering Unmasked Estep 
Score: -37543144.000000 Penalty: 6289.295410
	Iteration 73Q: 3 clusters Score -3.754314e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 306310 members 
Entering Unmasked Estep 
Score: -37543192.000000 Penalty: 6289.295410
	Iteration 74Q: 3 clusters Score -3.754319e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 306955 members 
Entering Unmasked Estep 
Score: -37543224.000000 Penalty: 6289.295410
	Iteration 75Q: 3 clusters Score -3.754322e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 307559 members 
Entering Unmasked Estep 
Score: -37543236.000000 Penalty: 6289.295410
	Iteration 76Q: 3 clusters Score -3.754324e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 308156 members 
Entering Unmasked Estep 
Score: -37543316.000000 Penalty: 6289.295410
	Iteration 77Q: 3 clusters Score -3.754332e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 308723 members 
Entering Unmasked Estep 
Score: -37543376.000000 Penalty: 6289.295410
	Iteration 78Q: 3 clusters Score -3.754338e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 309241 members 
Entering Unmasked Estep 
Score: -37543332.000000 Penalty: 6289.295410
	Iteration 79Q: 3 clusters Score -3.754333e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 309777 members 
Entering Unmasked Estep 
Score: -37543308.000000 Penalty: 6289.295410
	Iteration 80F: 3 clusters Score -3.754331e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 310309 members 
Entering Unmasked Estep 
Score: -37543144.000000 Penalty: 6289.295410
	Iteration 81Q: 3 clusters Score -3.754314e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 310810 members 
Entering Unmasked Estep 
Score: -37543056.000000 Penalty: 6289.295410
	Iteration 82Q: 3 clusters Score -3.754306e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 311274 members 
Entering Unmasked Estep 
Score: -37543020.000000 Penalty: 6289.295410
	Iteration 83Q: 3 clusters Score -3.754302e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 311709 members 
Entering Unmasked Estep 
Score: -37542960.000000 Penalty: 6289.295410
	Iteration 84Q: 3 clusters Score -3.754296e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 312093 members 
Entering Unmasked Estep 
Score: -37542880.000000 Penalty: 6289.295410
	Iteration 85Q: 3 clusters Score -3.754288e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 312479 members 
Entering Unmasked Estep 
Score: -37542812.000000 Penalty: 6289.295410
	Iteration 86Q: 3 clusters Score -3.754281e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 312835 members 
Entering Unmasked Estep 
Score: -37542640.000000 Penalty: 6289.295410
	Iteration 87Q: 3 clusters Score -3.754264e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 313156 members 
Entering Unmasked Estep 
Score: -37542616.000000 Penalty: 6289.295410
	Iteration 88Q: 3 clusters Score -3.754262e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 313481 members 
Entering Unmasked Estep 
Score: -37542536.000000 Penalty: 6289.295410
	Iteration 89Q: 3 clusters Score -3.754254e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 313789 members 
Entering Unmasked Estep 
Score: -37542392.000000 Penalty: 6289.295410
	Iteration 90Q: 3 clusters Score -3.754239e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 314100 members 
Entering Unmasked Estep 
Score: -37542204.000000 Penalty: 6289.295410
	Iteration 91Q: 3 clusters Score -3.75422e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 314386 members 
Entering Unmasked Estep 
Score: -37542160.000000 Penalty: 6289.295410
	Iteration 92Q: 3 clusters Score -3.754216e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 314641 members 
Entering Unmasked Estep 
Score: -37541980.000000 Penalty: 6289.295410
	Iteration 93Q: 3 clusters Score -3.754198e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 314867 members 
Entering Unmasked Estep 
Score: -37541872.000000 Penalty: 6289.295410
	Iteration 94Q: 3 clusters Score -3.754187e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 315083 members 
Entering Unmasked Estep 
Score: -37541816.000000 Penalty: 6289.295410
	Iteration 95Q: 3 clusters Score -3.754182e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 315291 members 
Entering Unmasked Estep 
Score: -37541800.000000 Penalty: 6289.295410
	Iteration 96Q: 3 clusters Score -3.75418e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 315479 members 
Entering Unmasked Estep 
Score: -37541724.000000 Penalty: 6289.295410
	Iteration 97Q: 3 clusters Score -3.754172e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 315642 members 
Entering Unmasked Estep 
Score: -37541708.000000 Penalty: 6289.295410
	Iteration 98Q: 3 clusters Score -3.754171e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 315803 members 
Entering Unmasked Estep 
Score: -37541620.000000 Penalty: 6289.295410
	Iteration 99Q: 3 clusters Score -3.754162e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 315962 members 
Entering Unmasked Estep 
Score: -37541560.000000 Penalty: 6289.295410
	Iteration 100F: 3 clusters Score -3.754156e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 316096 members 
Entering Unmasked Estep 
Score: -37541548.000000 Penalty: 6289.295410
	Iteration 101Q: 3 clusters Score -3.754155e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 316228 members 
Entering Unmasked Estep 
Score: -37541516.000000 Penalty: 6289.295410
	Iteration 102Q: 3 clusters Score -3.754152e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 316342 members 
Entering Unmasked Estep 
Score: -37541512.000000 Penalty: 6289.295410
	Iteration 103Q: 3 clusters Score -3.754151e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 316447 members 
Entering Unmasked Estep 
Score: -37541488.000000 Penalty: 6289.295410
	Iteration 104Q: 3 clusters Score -3.754149e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 316539 members 
Entering Unmasked Estep 
Score: -37541504.000000 Penalty: 6289.295410
	Iteration 105Q: 3 clusters Score -3.75415e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 316629 members 
Entering Unmasked Estep 
Score: -37541452.000000 Penalty: 6289.295410
	Iteration 106Q: 3 clusters Score -3.754145e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 316706 members 
Entering Unmasked Estep 
Score: -37541356.000000 Penalty: 6289.295410
	Iteration 107Q: 3 clusters Score -3.754136e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 316769 members 
Entering Unmasked Estep 
Score: -37541324.000000 Penalty: 6289.295410
	Iteration 108Q: 3 clusters Score -3.754132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 316830 members 
Entering Unmasked Estep 
Score: -37541324.000000 Penalty: 6289.295410
	Iteration 109Q: 3 clusters Score -3.754132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 316894 members 
Entering Unmasked Estep 
Score: -37541300.000000 Penalty: 6289.295410
	Iteration 110Q: 3 clusters Score -3.75413e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 316966 members 
Entering Unmasked Estep 
Score: -37541236.000000 Penalty: 6289.295410
	Iteration 111Q: 3 clusters Score -3.754124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 317026 members 
Entering Unmasked Estep 
Score: -37541200.000000 Penalty: 6289.295410
	Iteration 112Q: 3 clusters Score -3.75412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 317094 members 
Entering Unmasked Estep 
Score: -37541128.000000 Penalty: 6289.295410
	Iteration 113Q: 3 clusters Score -3.754113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 317149 members 
Entering Unmasked Estep 
Score: -37541148.000000 Penalty: 6289.295410
	Iteration 114Q: 3 clusters Score -3.754115e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 317207 members 
Entering Unmasked Estep 
Score: -37541072.000000 Penalty: 6289.295410
	Iteration 115Q: 3 clusters Score -3.754107e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 317265 members 
Entering Unmasked Estep 
Score: -37541060.000000 Penalty: 6289.295410
	Iteration 116Q: 3 clusters Score -3.754106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 317341 members 
Entering Unmasked Estep 
Score: -37541012.000000 Penalty: 6289.295410
	Iteration 117Q: 3 clusters Score -3.754101e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 317411 members 
Entering Unmasked Estep 
Score: -37540980.000000 Penalty: 6289.295410
	Iteration 118Q: 3 clusters Score -3.754098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 317480 members 
Entering Unmasked Estep 
Score: -37540936.000000 Penalty: 6289.295410
	Iteration 119Q: 3 clusters Score -3.754094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 317541 members 
Entering Unmasked Estep 
Score: -37540924.000000 Penalty: 6289.295410
	Iteration 120F: 3 clusters Score -3.754092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 317599 members 
Entering Unmasked Estep 
Score: -37540932.000000 Penalty: 6289.295410
	Iteration 121Q: 3 clusters Score -3.754093e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 317635 members 
Entering Unmasked Estep 
Score: -37540924.000000 Penalty: 6289.295410
	Iteration 122Q: 3 clusters Score -3.754092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 317669 members 
Entering Unmasked Estep 
Score: -37540876.000000 Penalty: 6289.295410
	Iteration 123Q: 3 clusters Score -3.754088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 317702 members 
Entering Unmasked Estep 
Score: -37540908.000000 Penalty: 6289.295410
	Iteration 124Q: 3 clusters Score -3.754091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 317723 members 
Entering Unmasked Estep 
Score: -37540908.000000 Penalty: 6289.295410
	Iteration 125Q: 3 clusters Score -3.754091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 317742 members 
Entering Unmasked Estep 
Score: -37540924.000000 Penalty: 6289.295410
	Iteration 126Q: 3 clusters Score -3.754092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 317766 members 
Entering Unmasked Estep 
Score: -37540888.000000 Penalty: 6289.295410
	Iteration 127Q: 3 clusters Score -3.754089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 317788 members 
Entering Unmasked Estep 
Score: -37540888.000000 Penalty: 6289.295410
	Iteration 128Q: 3 clusters Score -3.754089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 317807 members 
Entering Unmasked Estep 
Score: -37540904.000000 Penalty: 6289.295410
	Iteration 129Q: 3 clusters Score -3.75409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 317827 members 
Entering Unmasked Estep 
Score: -37540884.000000 Penalty: 6289.295410
	Iteration 130Q: 3 clusters Score -3.754088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 317850 members 
Entering Unmasked Estep 
Score: -37540872.000000 Penalty: 6289.295410
	Iteration 131Q: 3 clusters Score -3.754087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 317877 members 
Entering Unmasked Estep 
Score: -37540852.000000 Penalty: 6289.295410
	Iteration 132Q: 3 clusters Score -3.754085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 317893 members 
Entering Unmasked Estep 
Score: -37540816.000000 Penalty: 6289.295410
	Iteration 133Q: 3 clusters Score -3.754082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 317917 members 
Entering Unmasked Estep 
Score: -37540868.000000 Penalty: 6289.295410
	Iteration 134Q: 3 clusters Score -3.754087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 317936 members 
Entering Unmasked Estep 
Score: -37540812.000000 Penalty: 6289.295410
	Iteration 135Q: 3 clusters Score -3.754081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 317952 members 
Entering Unmasked Estep 
Score: -37540844.000000 Penalty: 6289.295410
	Iteration 136Q: 3 clusters Score -3.754084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 317962 members 
Entering Unmasked Estep 
Score: -37540828.000000 Penalty: 6289.295410
	Iteration 137Q: 3 clusters Score -3.754083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 317972 members 
Entering Unmasked Estep 
Score: -37540828.000000 Penalty: 6289.295410
	Iteration 138Q: 3 clusters Score -3.754083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 317986 members 
Entering Unmasked Estep 
Score: -37540828.000000 Penalty: 6289.295410
	Iteration 139Q: 3 clusters Score -3.754083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 318002 members 
Entering Unmasked Estep 
Score: -37540824.000000 Penalty: 6289.295410
	Iteration 140F: 3 clusters Score -3.754082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 318015 members 
Entering Unmasked Estep 
Score: -37540808.000000 Penalty: 6289.295410
	Iteration 141Q: 3 clusters Score -3.754081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 318025 members 
Entering Unmasked Estep 
Score: -37540772.000000 Penalty: 6289.295410
	Iteration 142Q: 3 clusters Score -3.754077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 318035 members 
Entering Unmasked Estep 
Score: -37540796.000000 Penalty: 6289.295410
	Iteration 143Q: 3 clusters Score -3.75408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 318039 members 
Entering Unmasked Estep 
Score: -37540780.000000 Penalty: 6289.295410
	Iteration 144Q: 3 clusters Score -3.754078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 318044 members 
Entering Unmasked Estep 
Score: -37540784.000000 Penalty: 6289.295410
	Iteration 145Q: 3 clusters Score -3.754078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 318047 members 
Entering Unmasked Estep 
Score: -37540784.000000 Penalty: 6289.295410
	Iteration 146Q: 3 clusters Score -3.754078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 318051 members 
Entering Unmasked Estep 
Score: -37540768.000000 Penalty: 6289.295410
	Iteration 147Q: 3 clusters Score -3.754077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 318056 members 
Entering Unmasked Estep 
Score: -37540764.000000 Penalty: 6289.295410
	Iteration 148Q: 3 clusters Score -3.754076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 318061 members 
Entering Unmasked Estep 
Score: -37540764.000000 Penalty: 6289.295410
	Iteration 149Q: 3 clusters Score -3.754076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 318063 members 
Entering Unmasked Estep 
Score: -37540748.000000 Penalty: 6289.295410
	Iteration 150Q: 3 clusters Score -3.754075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 318065 members 
Entering Unmasked Estep 
Score: -37540772.000000 Penalty: 6289.295410
	Iteration 151Q: 3 clusters Score -3.754077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 318067 members 
Entering Unmasked Estep 
Score: -37540752.000000 Penalty: 6289.295410
	Iteration 152Q: 3 clusters Score -3.754075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 318068 members 
Entering Unmasked Estep 
Score: -37540772.000000 Penalty: 6289.295410
	Iteration 153Q: 3 clusters Score -3.754077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 318069 members 
Entering Unmasked Estep 
Score: -37540768.000000 Penalty: 6289.295410
	Iteration 154Q: 3 clusters Score -3.754077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 318071 members 
Entering Unmasked Estep 
Score: -37540776.000000 Penalty: 6289.295410
	Iteration 155Q: 3 clusters Score -3.754078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 318073 members 
Entering Unmasked Estep 
Score: -37540752.000000 Penalty: 6289.295410
	Iteration 156Q: 3 clusters Score -3.754075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 318076 members 
Entering Unmasked Estep 
Score: -37540760.000000 Penalty: 6289.295410
	Iteration 157Q: 3 clusters Score -3.754076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 318079 members 
Entering Unmasked Estep 
Score: -37540760.000000 Penalty: 6289.295410
	Iteration 158Q: 3 clusters Score -3.754076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 318082 members 
Entering Unmasked Estep 
Score: -37540768.000000 Penalty: 6289.295410
	Iteration 159Q: 3 clusters Score -3.754077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 318084 members 
Entering Unmasked Estep 
Score: -37540752.000000 Penalty: 6289.295410
	Iteration 160F: 3 clusters Score -3.754075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 318085 members 
Entering Unmasked Estep 
Score: -37540764.000000 Penalty: 6289.295410
	Iteration 161Q: 3 clusters Score -3.754076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 318086 members 
Entering Unmasked Estep 
Score: -37540768.000000 Penalty: 6289.295410
	Iteration 162Q: 3 clusters Score -3.754077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 318088 members 
Entering Unmasked Estep 
Score: -37540732.000000 Penalty: 6289.295410
	Iteration 163Q: 3 clusters Score -3.754073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 318089 members 
Entering Unmasked Estep 
Score: -37540740.000000 Penalty: 6289.295410
	Iteration 164Q: 3 clusters Score -3.754074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 318090 members 
Entering Unmasked Estep 
Score: -37540740.000000 Penalty: 6289.295410
	Iteration 165Q: 3 clusters Score -3.754074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 318093 members 
Entering Unmasked Estep 
Score: -37540728.000000 Penalty: 6289.295410
	Iteration 166Q: 3 clusters Score -3.754073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 318096 members 
Entering Unmasked Estep 
Score: -37540736.000000 Penalty: 6289.295410
	Iteration 167Q: 3 clusters Score -3.754074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 318099 members 
Entering Unmasked Estep 
Score: -37540732.000000 Penalty: 6289.295410
	Iteration 168Q: 3 clusters Score -3.754073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 318105 members 
Entering Unmasked Estep 
Score: -37540716.000000 Penalty: 6289.295410
	Iteration 169Q: 3 clusters Score -3.754072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 318110 members 
Entering Unmasked Estep 
Score: -37540712.000000 Penalty: 6289.295410
	Iteration 170Q: 3 clusters Score -3.754071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 318113 members 
Entering Unmasked Estep 
Score: -37540712.000000 Penalty: 6289.295410
	Iteration 171Q: 3 clusters Score -3.754071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 318119 members 
Entering Unmasked Estep 
Score: -37540716.000000 Penalty: 6289.295410
	Iteration 172Q: 3 clusters Score -3.754072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 318121 members 
Entering Unmasked Estep 
Score: -37540728.000000 Penalty: 6289.295410
	Iteration 173Q: 3 clusters Score -3.754073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 318122 members 
Entering Unmasked Estep 
Score: -37540724.000000 Penalty: 6289.295410
	Iteration 174Q: 3 clusters Score -3.754072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 318123 members 
Entering Unmasked Estep 
Score: -37540736.000000 Penalty: 6289.295410
	Iteration 175Q: 3 clusters Score -3.754074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 318125 members 
Entering Unmasked Estep 
Score: -37540720.000000 Penalty: 6289.295410
	Iteration 176Q: 3 clusters Score -3.754072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 318131 members 
Entering Unmasked Estep 
Score: -37540732.000000 Penalty: 6289.295410
	Iteration 177Q: 3 clusters Score -3.754073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 318136 members 
Entering Unmasked Estep 
Score: -37540720.000000 Penalty: 6289.295410
	Iteration 178Q: 3 clusters Score -3.754072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 318139 members 
Entering Unmasked Estep 
Score: -37540724.000000 Penalty: 6289.295410
	Iteration 179Q: 3 clusters Score -3.754072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 318144 members 
Entering Unmasked Estep 
Score: -37540712.000000 Penalty: 6289.295410
	Iteration 180F: 3 clusters Score -3.754071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 318148 members 
Entering Unmasked Estep 
Score: -37540720.000000 Penalty: 6289.295410
	Iteration 181Q: 3 clusters Score -3.754072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 318149 members 
Entering Unmasked Estep 
Score: -37540716.000000 Penalty: 6289.295410
	Iteration 182Q: 3 clusters Score -3.754072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 318150 members 
Entering Unmasked Estep 
Score: -37540708.000000 Penalty: 6289.295410
	Iteration 183Q: 3 clusters Score -3.754071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 318153 members 
Entering Unmasked Estep 
Score: -37540732.000000 Penalty: 6289.295410
	Iteration 184Q: 3 clusters Score -3.754073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 318154 members 
Entering Unmasked Estep 
Score: -37540724.000000 Penalty: 6289.295410
	Iteration 185Q: 3 clusters Score -3.754072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 318156 members 
Entering Unmasked Estep 
Score: -37540736.000000 Penalty: 6289.295410
	Iteration 186Q: 3 clusters Score -3.754074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 318158 members 
Entering Unmasked Estep 
Score: -37540724.000000 Penalty: 6289.295410
	Iteration 187Q: 3 clusters Score -3.754072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 318160 members 
Entering Unmasked Estep 
Score: -37540728.000000 Penalty: 6289.295410
	Iteration 188Q: 3 clusters Score -3.754073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 318162 members 
Entering Unmasked Estep 
Score: -37540720.000000 Penalty: 6289.295410
	Iteration 189Q: 3 clusters Score -3.754072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 318162 members 
Entering Unmasked Estep 
Score: -37540720.000000 Penalty: 6289.295410
	Iteration 190F: 3 clusters Score -3.754072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Entering Unmasked Estep 
Score: -9023231.000000 Penalty: 2797.839600
	Iteration 0F: 2 clusters Score -9023231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8970281.000000 Penalty: 5595.679199
	Iteration 0F: 3 clusters Score -8970281 nChanged 37268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -8991183.000000 Penalty: 5595.679199
	Iteration 1F: 3 clusters Score -8991183 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -8992008.000000 Penalty: 5595.679199
	Iteration 2Q: 3 clusters Score -8992008 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -8992930.000000 Penalty: 5595.679199
	Iteration 3Q: 3 clusters Score -8992930 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8994035.000000 Penalty: 5595.679199
	Iteration 4Q: 3 clusters Score -8994035 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8995627.000000 Penalty: 5595.679199
	Iteration 5Q: 3 clusters Score -8995627 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -8997721.000000 Penalty: 5595.679199
	Iteration 6F: 3 clusters Score -8997721 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -9000245.000000 Penalty: 5595.679199
	Iteration 7F: 3 clusters Score -9000245 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -9002925.000000 Penalty: 5595.679199
	Iteration 8F: 3 clusters Score -9002925 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -9004952.000000 Penalty: 5595.679199
	Iteration 9F: 3 clusters Score -9004952 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -9006397.000000 Penalty: 5595.679199
	Iteration 10Q: 3 clusters Score -9006397 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -9007332.000000 Penalty: 5595.679199
	Iteration 11Q: 3 clusters Score -9007332 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -9007952.000000 Penalty: 5595.679199
	Iteration 12Q: 3 clusters Score -9007952 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -9008342.000000 Penalty: 5595.679199
	Iteration 13Q: 3 clusters Score -9008342 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -9008719.000000 Penalty: 5595.679199
	Iteration 14Q: 3 clusters Score -9008719 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -9009186.000000 Penalty: 5595.679199
	Iteration 15Q: 3 clusters Score -9009186 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -9009695.000000 Penalty: 5595.679199
	Iteration 16Q: 3 clusters Score -9009695 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -9010512.000000 Penalty: 5595.679199
	Iteration 17Q: 3 clusters Score -9010512 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -9011670.000000 Penalty: 5595.679199
	Iteration 18Q: 3 clusters Score -9011670 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -9013338.000000 Penalty: 5595.679199
	Iteration 19Q: 3 clusters Score -9013338 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -9015763.000000 Penalty: 5595.679199
	Iteration 20F: 3 clusters Score -9015763 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -9018284.000000 Penalty: 5595.679199
	Iteration 21Q: 3 clusters Score -9018284 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -9019929.000000 Penalty: 5595.679199
	Iteration 22Q: 3 clusters Score -9019929 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -9020561.000000 Penalty: 5595.679199
	Iteration 23Q: 3 clusters Score -9020561 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -9020820.000000 Penalty: 5595.679199
	Iteration 24Q: 3 clusters Score -9020820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -9020963.000000 Penalty: 5595.679199
	Iteration 25Q: 3 clusters Score -9020963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -9021030.000000 Penalty: 5595.679199
	Iteration 26Q: 3 clusters Score -9021030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -9021077.000000 Penalty: 5595.679199
	Iteration 27Q: 3 clusters Score -9021077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -9021108.000000 Penalty: 5595.679199
	Iteration 28Q: 3 clusters Score -9021108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -9021149.000000 Penalty: 5595.679199
	Iteration 29Q: 3 clusters Score -9021149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -9021171.000000 Penalty: 5595.679199
	Iteration 30Q: 3 clusters Score -9021171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -9021188.000000 Penalty: 5595.679199
	Iteration 31Q: 3 clusters Score -9021188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -9021195.000000 Penalty: 5595.679199
	Iteration 32Q: 3 clusters Score -9021195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -9021209.000000 Penalty: 5595.679199
	Iteration 33Q: 3 clusters Score -9021209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -9021219.000000 Penalty: 5595.679199
	Iteration 34Q: 3 clusters Score -9021219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -9021230.000000 Penalty: 5595.679199
	Iteration 35Q: 3 clusters Score -9021230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -9021236.000000 Penalty: 5595.679199
	Iteration 36Q: 3 clusters Score -9021236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -9021242.000000 Penalty: 5595.679199
	Iteration 37Q: 3 clusters Score -9021242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -9021247.000000 Penalty: 5595.679199
	Iteration 38Q: 3 clusters Score -9021247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -9021242.000000 Penalty: 5595.679199
	Iteration 39Q: 3 clusters Score -9021242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -9021254.000000 Penalty: 5595.679199
	Iteration 40F: 3 clusters Score -9021254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -9021257.000000 Penalty: 5595.679199
	Iteration 41Q: 3 clusters Score -9021257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -9021251.000000 Penalty: 5595.679199
	Iteration 42Q: 3 clusters Score -9021251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -9021260.000000 Penalty: 5595.679199
	Iteration 43Q: 3 clusters Score -9021260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -9021263.000000 Penalty: 5595.679199
	Iteration 44Q: 3 clusters Score -9021263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -9021273.000000 Penalty: 5595.679199
	Iteration 45Q: 3 clusters Score -9021273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -9021275.000000 Penalty: 5595.679199
	Iteration 46Q: 3 clusters Score -9021275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -9021283.000000 Penalty: 5595.679199
	Iteration 47Q: 3 clusters Score -9021283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -9021280.000000 Penalty: 5595.679199
	Iteration 48Q: 3 clusters Score -9021280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -9021279.000000 Penalty: 5595.679199
	Iteration 49Q: 3 clusters Score -9021279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -9021278.000000 Penalty: 5595.679199
	Iteration 50Q: 3 clusters Score -9021278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -9021289.000000 Penalty: 5595.679199
	Iteration 51Q: 3 clusters Score -9021289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -9021291.000000 Penalty: 5595.679199
	Iteration 52Q: 3 clusters Score -9021291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -9021292.000000 Penalty: 5595.679199
	Iteration 53Q: 3 clusters Score -9021292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -9021296.000000 Penalty: 5595.679199
	Iteration 54Q: 3 clusters Score -9021296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -9021291.000000 Penalty: 5595.679199
	Iteration 55Q: 3 clusters Score -9021291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -9021294.000000 Penalty: 5595.679199
	Iteration 56Q: 3 clusters Score -9021294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -9021293.000000 Penalty: 5595.679199
	Iteration 57Q: 3 clusters Score -9021293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -9021296.000000 Penalty: 5595.679199
	Iteration 58Q: 3 clusters Score -9021296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -9021294.000000 Penalty: 5595.679199
	Iteration 59Q: 3 clusters Score -9021294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -9021292.000000 Penalty: 5595.679199
	Iteration 60F: 3 clusters Score -9021292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -9021294.000000 Penalty: 5595.679199
	Iteration 61Q: 3 clusters Score -9021294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -9021289.000000 Penalty: 5595.679199
	Iteration 62Q: 3 clusters Score -9021289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -9021292.000000 Penalty: 5595.679199
	Iteration 63Q: 3 clusters Score -9021292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -9021292.000000 Penalty: 5595.679199
	Iteration 64Q: 3 clusters Score -9021292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -9021290.000000 Penalty: 5595.679199
	Iteration 65Q: 3 clusters Score -9021290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -9021291.000000 Penalty: 5595.679199
	Iteration 66Q: 3 clusters Score -9021291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -9021291.000000 Penalty: 5595.679199
	Iteration 67F: 3 clusters Score -9021291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Entering Unmasked Estep 
Score: -6038109.500000 Penalty: 2688.871582
	Iteration 0F: 2 clusters Score -6038110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6003706.500000 Penalty: 5377.743164
	Iteration 0F: 3 clusters Score -6003706 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6016499.000000 Penalty: 5377.743164
	Iteration 1F: 3 clusters Score -6016499 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6017068.500000 Penalty: 5377.743164
	Iteration 2Q: 3 clusters Score -6017068 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6017686.000000 Penalty: 5377.743164
	Iteration 3Q: 3 clusters Score -6017686 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -6018305.500000 Penalty: 5377.743164
	Iteration 4Q: 3 clusters Score -6018306 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -6019226.000000 Penalty: 5377.743164
	Iteration 5Q: 3 clusters Score -6019226 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -6020478.000000 Penalty: 5377.743164
	Iteration 6Q: 3 clusters Score -6020478 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -6022083.000000 Penalty: 5377.743164
	Iteration 7F: 3 clusters Score -6022083 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -6024310.500000 Penalty: 5377.743164
	Iteration 8F: 3 clusters Score -6024310 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -6027115.000000 Penalty: 5377.743164
	Iteration 9F: 3 clusters Score -6027115 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -6030057.500000 Penalty: 5377.743164
	Iteration 10F: 3 clusters Score -6030058 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -6032368.500000 Penalty: 5377.743164
	Iteration 11Q: 3 clusters Score -6032368 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6033938.500000 Penalty: 5377.743164
	Iteration 12Q: 3 clusters Score -6033938 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6034784.000000 Penalty: 5377.743164
	Iteration 13Q: 3 clusters Score -6034784 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6035213.500000 Penalty: 5377.743164
	Iteration 14Q: 3 clusters Score -6035214 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6035446.500000 Penalty: 5377.743164
	Iteration 15Q: 3 clusters Score -6035446 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6035617.500000 Penalty: 5377.743164
	Iteration 16Q: 3 clusters Score -6035618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6035699.000000 Penalty: 5377.743164
	Iteration 17Q: 3 clusters Score -6035699 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6035765.000000 Penalty: 5377.743164
	Iteration 18Q: 3 clusters Score -6035765 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6035835.500000 Penalty: 5377.743164
	Iteration 19Q: 3 clusters Score -6035836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6035884.000000 Penalty: 5377.743164
	Iteration 20F: 3 clusters Score -6035884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6035911.000000 Penalty: 5377.743164
	Iteration 21Q: 3 clusters Score -6035911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6035959.500000 Penalty: 5377.743164
	Iteration 22Q: 3 clusters Score -6035960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6035979.500000 Penalty: 5377.743164
	Iteration 23Q: 3 clusters Score -6035980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6035975.000000 Penalty: 5377.743164
	Iteration 24Q: 3 clusters Score -6035975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6036000.000000 Penalty: 5377.743164
	Iteration 25Q: 3 clusters Score -6036000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6036002.000000 Penalty: 5377.743164
	Iteration 26Q: 3 clusters Score -6036002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6036011.000000 Penalty: 5377.743164
	Iteration 27Q: 3 clusters Score -6036011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6036010.000000 Penalty: 5377.743164
	Iteration 28Q: 3 clusters Score -6036010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6036016.000000 Penalty: 5377.743164
	Iteration 29Q: 3 clusters Score -6036016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6036027.500000 Penalty: 5377.743164
	Iteration 30Q: 3 clusters Score -6036028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6036024.000000 Penalty: 5377.743164
	Iteration 31Q: 3 clusters Score -6036024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6036032.500000 Penalty: 5377.743164
	Iteration 32Q: 3 clusters Score -6036032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6036030.500000 Penalty: 5377.743164
	Iteration 33Q: 3 clusters Score -6036030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6036035.000000 Penalty: 5377.743164
	Iteration 34Q: 3 clusters Score -6036035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6036045.000000 Penalty: 5377.743164
	Iteration 35Q: 3 clusters Score -6036045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6036043.000000 Penalty: 5377.743164
	Iteration 36Q: 3 clusters Score -6036043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6036056.500000 Penalty: 5377.743164
	Iteration 37Q: 3 clusters Score -6036056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6036045.000000 Penalty: 5377.743164
	Iteration 38Q: 3 clusters Score -6036045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6036048.500000 Penalty: 5377.743164
	Iteration 39Q: 3 clusters Score -6036048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6036048.000000 Penalty: 5377.743164
	Iteration 40F: 3 clusters Score -6036048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6036047.500000 Penalty: 5377.743164
	Iteration 41Q: 3 clusters Score -6036048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6036050.500000 Penalty: 5377.743164
	Iteration 42Q: 3 clusters Score -6036050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6036053.500000 Penalty: 5377.743164
	Iteration 43Q: 3 clusters Score -6036054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6036044.500000 Penalty: 5377.743164
	Iteration 44Q: 3 clusters Score -6036044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6036047.500000 Penalty: 5377.743164
	Iteration 45Q: 3 clusters Score -6036048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6036048.000000 Penalty: 5377.743164
	Iteration 46Q: 3 clusters Score -6036048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6036052.500000 Penalty: 5377.743164
	Iteration 47Q: 3 clusters Score -6036052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6036052.500000 Penalty: 5377.743164
	Iteration 48F: 3 clusters Score -6036052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Entering Unmasked Estep 
Score: -11200888.000000 Penalty: 2842.291504
	Iteration 0F: 2 clusters Score -1.120089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -11137346.000000 Penalty: 5684.583008
	Iteration 0F: 3 clusters Score -1.113735e+07 nChanged 45078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -11163056.000000 Penalty: 5684.583008
	Iteration 1F: 3 clusters Score -1.116306e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -11163894.000000 Penalty: 5684.583008
	Iteration 2Q: 3 clusters Score -1.116389e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -11164924.000000 Penalty: 5684.583008
	Iteration 3Q: 3 clusters Score -1.116492e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -11166227.000000 Penalty: 5684.583008
	Iteration 4Q: 3 clusters Score -1.116623e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -11167971.000000 Penalty: 5684.583008
	Iteration 5Q: 3 clusters Score -1.116797e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -11170291.000000 Penalty: 5684.583008
	Iteration 6Q: 3 clusters Score -1.117029e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -11173153.000000 Penalty: 5684.583008
	Iteration 7F: 3 clusters Score -1.117315e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -11176507.000000 Penalty: 5684.583008
	Iteration 8F: 3 clusters Score -1.117651e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -11180062.000000 Penalty: 5684.583008
	Iteration 9F: 3 clusters Score -1.118006e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -11183108.000000 Penalty: 5684.583008
	Iteration 10F: 3 clusters Score -1.118311e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -11185871.000000 Penalty: 5684.583008
	Iteration 11Q: 3 clusters Score -1.118587e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -11187939.000000 Penalty: 5684.583008
	Iteration 12Q: 3 clusters Score -1.118794e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -11189851.000000 Penalty: 5684.583008
	Iteration 13Q: 3 clusters Score -1.118985e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -11191466.000000 Penalty: 5684.583008
	Iteration 14Q: 3 clusters Score -1.119147e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -11192650.000000 Penalty: 5684.583008
	Iteration 15Q: 3 clusters Score -1.119265e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -11193287.000000 Penalty: 5684.583008
	Iteration 16Q: 3 clusters Score -1.119329e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -11193716.000000 Penalty: 5684.583008
	Iteration 17Q: 3 clusters Score -1.119372e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -11193969.000000 Penalty: 5684.583008
	Iteration 18Q: 3 clusters Score -1.119397e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -11194174.000000 Penalty: 5684.583008
	Iteration 19Q: 3 clusters Score -1.119417e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -11194308.000000 Penalty: 5684.583008
	Iteration 20F: 3 clusters Score -1.119431e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -11194421.000000 Penalty: 5684.583008
	Iteration 21Q: 3 clusters Score -1.119442e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -11194495.000000 Penalty: 5684.583008
	Iteration 22Q: 3 clusters Score -1.11945e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -11194496.000000 Penalty: 5684.583008
	Iteration 23Q: 3 clusters Score -1.11945e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -11194566.000000 Penalty: 5684.583008
	Iteration 24Q: 3 clusters Score -1.119457e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -11194628.000000 Penalty: 5684.583008
	Iteration 25Q: 3 clusters Score -1.119463e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -11194621.000000 Penalty: 5684.583008
	Iteration 26Q: 3 clusters Score -1.119462e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -11194673.000000 Penalty: 5684.583008
	Iteration 27Q: 3 clusters Score -1.119467e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -11194717.000000 Penalty: 5684.583008
	Iteration 28Q: 3 clusters Score -1.119472e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -11194728.000000 Penalty: 5684.583008
	Iteration 29Q: 3 clusters Score -1.119473e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -11194752.000000 Penalty: 5684.583008
	Iteration 30Q: 3 clusters Score -1.119475e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -11194827.000000 Penalty: 5684.583008
	Iteration 31Q: 3 clusters Score -1.119483e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -11194919.000000 Penalty: 5684.583008
	Iteration 32Q: 3 clusters Score -1.119492e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -11194986.000000 Penalty: 5684.583008
	Iteration 33Q: 3 clusters Score -1.119499e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -11195072.000000 Penalty: 5684.583008
	Iteration 34Q: 3 clusters Score -1.119507e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -11195247.000000 Penalty: 5684.583008
	Iteration 35Q: 3 clusters Score -1.119525e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -11195512.000000 Penalty: 5684.583008
	Iteration 36Q: 3 clusters Score -1.119551e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -11195791.000000 Penalty: 5684.583008
	Iteration 37Q: 3 clusters Score -1.119579e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -11196074.000000 Penalty: 5684.583008
	Iteration 38Q: 3 clusters Score -1.119607e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -11196452.000000 Penalty: 5684.583008
	Iteration 39Q: 3 clusters Score -1.119645e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -11196726.000000 Penalty: 5684.583008
	Iteration 40F: 3 clusters Score -1.119673e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -11197075.000000 Penalty: 5684.583008
	Iteration 41Q: 3 clusters Score -1.119708e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -11197365.000000 Penalty: 5684.583008
	Iteration 42Q: 3 clusters Score -1.119736e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -11197595.000000 Penalty: 5684.583008
	Iteration 43Q: 3 clusters Score -1.11976e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -11197803.000000 Penalty: 5684.583008
	Iteration 44Q: 3 clusters Score -1.11978e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -11197965.000000 Penalty: 5684.583008
	Iteration 45Q: 3 clusters Score -1.119796e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -11198043.000000 Penalty: 5684.583008
	Iteration 46Q: 3 clusters Score -1.119804e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -11198181.000000 Penalty: 5684.583008
	Iteration 47Q: 3 clusters Score -1.119818e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -11198248.000000 Penalty: 5684.583008
	Iteration 48Q: 3 clusters Score -1.119825e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -11198299.000000 Penalty: 5684.583008
	Iteration 49Q: 3 clusters Score -1.11983e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -11198326.000000 Penalty: 5684.583008
	Iteration 50Q: 3 clusters Score -1.119833e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -11198401.000000 Penalty: 5684.583008
	Iteration 51Q: 3 clusters Score -1.11984e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -11198444.000000 Penalty: 5684.583008
	Iteration 52Q: 3 clusters Score -1.119844e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -11198451.000000 Penalty: 5684.583008
	Iteration 53Q: 3 clusters Score -1.119845e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -11198464.000000 Penalty: 5684.583008
	Iteration 54Q: 3 clusters Score -1.119846e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -11198486.000000 Penalty: 5684.583008
	Iteration 55Q: 3 clusters Score -1.119849e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -11198517.000000 Penalty: 5684.583008
	Iteration 56Q: 3 clusters Score -1.119852e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -11198507.000000 Penalty: 5684.583008
	Iteration 57Q: 3 clusters Score -1.119851e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -11198549.000000 Penalty: 5684.583008
	Iteration 58Q: 3 clusters Score -1.119855e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -11198560.000000 Penalty: 5684.583008
	Iteration 59Q: 3 clusters Score -1.119856e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -11198570.000000 Penalty: 5684.583008
	Iteration 60F: 3 clusters Score -1.119857e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -11198552.000000 Penalty: 5684.583008
	Iteration 61Q: 3 clusters Score -1.119855e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -11198563.000000 Penalty: 5684.583008
	Iteration 62Q: 3 clusters Score -1.119856e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -11198565.000000 Penalty: 5684.583008
	Iteration 63Q: 3 clusters Score -1.119856e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -11198558.000000 Penalty: 5684.583008
	Iteration 64Q: 3 clusters Score -1.119856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -11198579.000000 Penalty: 5684.583008
	Iteration 65Q: 3 clusters Score -1.119858e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -11198586.000000 Penalty: 5684.583008
	Iteration 66Q: 3 clusters Score -1.119859e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -11198589.000000 Penalty: 5684.583008
	Iteration 67Q: 3 clusters Score -1.119859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -11198593.000000 Penalty: 5684.583008
	Iteration 68Q: 3 clusters Score -1.119859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -11198608.000000 Penalty: 5684.583008
	Iteration 69Q: 3 clusters Score -1.119861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -11198607.000000 Penalty: 5684.583008
	Iteration 70Q: 3 clusters Score -1.119861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -11198612.000000 Penalty: 5684.583008
	Iteration 71Q: 3 clusters Score -1.119861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -11198618.000000 Penalty: 5684.583008
	Iteration 72Q: 3 clusters Score -1.119862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -11198622.000000 Penalty: 5684.583008
	Iteration 73Q: 3 clusters Score -1.119862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -11198608.000000 Penalty: 5684.583008
	Iteration 74Q: 3 clusters Score -1.119861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -11198615.000000 Penalty: 5684.583008
	Iteration 75Q: 3 clusters Score -1.119862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -11198618.000000 Penalty: 5684.583008
	Iteration 76Q: 3 clusters Score -1.119862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -11198628.000000 Penalty: 5684.583008
	Iteration 77Q: 3 clusters Score -1.119863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -11198629.000000 Penalty: 5684.583008
	Iteration 78Q: 3 clusters Score -1.119863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -11198642.000000 Penalty: 5684.583008
	Iteration 79Q: 3 clusters Score -1.119864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -11198639.000000 Penalty: 5684.583008
	Iteration 80F: 3 clusters Score -1.119864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -11198648.000000 Penalty: 5684.583008
	Iteration 81Q: 3 clusters Score -1.119865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -11198644.000000 Penalty: 5684.583008
	Iteration 82Q: 3 clusters Score -1.119864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -11198654.000000 Penalty: 5684.583008
	Iteration 83Q: 3 clusters Score -1.119865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -11198640.000000 Penalty: 5684.583008
	Iteration 84Q: 3 clusters Score -1.119864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -11198648.000000 Penalty: 5684.583008
	Iteration 85Q: 3 clusters Score -1.119865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -11198647.000000 Penalty: 5684.583008
	Iteration 86Q: 3 clusters Score -1.119865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -11198648.000000 Penalty: 5684.583008
	Iteration 87Q: 3 clusters Score -1.119865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -11198641.000000 Penalty: 5684.583008
	Iteration 88Q: 3 clusters Score -1.119864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -11198641.000000 Penalty: 5684.583008
	Iteration 89F: 3 clusters Score -1.119864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Entering Unmasked Estep 
Score: -10788017.000000 Penalty: 2833.093994
	Iteration 0F: 2 clusters Score -1.078802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -10726720.000000 Penalty: 5666.187988
	Iteration 0F: 3 clusters Score -1.072672e+07 nChanged 43020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -10751465.000000 Penalty: 5666.187988
	Iteration 1F: 3 clusters Score -1.075146e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -10752405.000000 Penalty: 5666.187988
	Iteration 2Q: 3 clusters Score -1.07524e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -10753555.000000 Penalty: 5666.187988
	Iteration 3Q: 3 clusters Score -1.075356e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -10755068.000000 Penalty: 5666.187988
	Iteration 4Q: 3 clusters Score -1.075507e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -10757042.000000 Penalty: 5666.187988
	Iteration 5Q: 3 clusters Score -1.075704e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -10759779.000000 Penalty: 5666.187988
	Iteration 6F: 3 clusters Score -1.075978e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -10763292.000000 Penalty: 5666.187988
	Iteration 7F: 3 clusters Score -1.076329e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -10767224.000000 Penalty: 5666.187988
	Iteration 8F: 3 clusters Score -1.076722e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -10770781.000000 Penalty: 5666.187988
	Iteration 9F: 3 clusters Score -1.077078e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -10773494.000000 Penalty: 5666.187988
	Iteration 10Q: 3 clusters Score -1.077349e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -10775153.000000 Penalty: 5666.187988
	Iteration 11Q: 3 clusters Score -1.077515e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -10776152.000000 Penalty: 5666.187988
	Iteration 12Q: 3 clusters Score -1.077615e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -10776924.000000 Penalty: 5666.187988
	Iteration 13Q: 3 clusters Score -1.077692e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -10777627.000000 Penalty: 5666.187988
	Iteration 14Q: 3 clusters Score -1.077763e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -10778336.000000 Penalty: 5666.187988
	Iteration 15Q: 3 clusters Score -1.077834e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -10779080.000000 Penalty: 5666.187988
	Iteration 16Q: 3 clusters Score -1.077908e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -10779905.000000 Penalty: 5666.187988
	Iteration 17Q: 3 clusters Score -1.07799e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -10780667.000000 Penalty: 5666.187988
	Iteration 18Q: 3 clusters Score -1.078067e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -10781499.000000 Penalty: 5666.187988
	Iteration 19Q: 3 clusters Score -1.07815e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -10782280.000000 Penalty: 5666.187988
	Iteration 20F: 3 clusters Score -1.078228e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -10782987.000000 Penalty: 5666.187988
	Iteration 21Q: 3 clusters Score -1.078299e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -10783640.000000 Penalty: 5666.187988
	Iteration 22Q: 3 clusters Score -1.078364e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -10784142.000000 Penalty: 5666.187988
	Iteration 23Q: 3 clusters Score -1.078414e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -10784546.000000 Penalty: 5666.187988
	Iteration 24Q: 3 clusters Score -1.078455e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -10784903.000000 Penalty: 5666.187988
	Iteration 25Q: 3 clusters Score -1.07849e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -10785137.000000 Penalty: 5666.187988
	Iteration 26Q: 3 clusters Score -1.078514e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -10785269.000000 Penalty: 5666.187988
	Iteration 27Q: 3 clusters Score -1.078527e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -10785390.000000 Penalty: 5666.187988
	Iteration 28Q: 3 clusters Score -1.078539e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -10785438.000000 Penalty: 5666.187988
	Iteration 29Q: 3 clusters Score -1.078544e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -10785504.000000 Penalty: 5666.187988
	Iteration 30Q: 3 clusters Score -1.07855e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -10785609.000000 Penalty: 5666.187988
	Iteration 31Q: 3 clusters Score -1.078561e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -10785678.000000 Penalty: 5666.187988
	Iteration 32Q: 3 clusters Score -1.078568e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -10785725.000000 Penalty: 5666.187988
	Iteration 33Q: 3 clusters Score -1.078572e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -10785761.000000 Penalty: 5666.187988
	Iteration 34Q: 3 clusters Score -1.078576e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -10785781.000000 Penalty: 5666.187988
	Iteration 35Q: 3 clusters Score -1.078578e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -10785820.000000 Penalty: 5666.187988
	Iteration 36Q: 3 clusters Score -1.078582e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -10785852.000000 Penalty: 5666.187988
	Iteration 37Q: 3 clusters Score -1.078585e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -10785872.000000 Penalty: 5666.187988
	Iteration 38Q: 3 clusters Score -1.078587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -10785876.000000 Penalty: 5666.187988
	Iteration 39Q: 3 clusters Score -1.078588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -10785892.000000 Penalty: 5666.187988
	Iteration 40F: 3 clusters Score -1.078589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -10785900.000000 Penalty: 5666.187988
	Iteration 41Q: 3 clusters Score -1.07859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -10785906.000000 Penalty: 5666.187988
	Iteration 42Q: 3 clusters Score -1.078591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -10785908.000000 Penalty: 5666.187988
	Iteration 43Q: 3 clusters Score -1.078591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -10785919.000000 Penalty: 5666.187988
	Iteration 44Q: 3 clusters Score -1.078592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -10785918.000000 Penalty: 5666.187988
	Iteration 45Q: 3 clusters Score -1.078592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -10785920.000000 Penalty: 5666.187988
	Iteration 46Q: 3 clusters Score -1.078592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -10785930.000000 Penalty: 5666.187988
	Iteration 47Q: 3 clusters Score -1.078593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -10785922.000000 Penalty: 5666.187988
	Iteration 48Q: 3 clusters Score -1.078592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -10785944.000000 Penalty: 5666.187988
	Iteration 49Q: 3 clusters Score -1.078594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -10785954.000000 Penalty: 5666.187988
	Iteration 50Q: 3 clusters Score -1.078595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -10785951.000000 Penalty: 5666.187988
	Iteration 51Q: 3 clusters Score -1.078595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -10785958.000000 Penalty: 5666.187988
	Iteration 52Q: 3 clusters Score -1.078596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -10785955.000000 Penalty: 5666.187988
	Iteration 53Q: 3 clusters Score -1.078596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -10785960.000000 Penalty: 5666.187988
	Iteration 54Q: 3 clusters Score -1.078596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -10785963.000000 Penalty: 5666.187988
	Iteration 55Q: 3 clusters Score -1.078596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -10785961.000000 Penalty: 5666.187988
	Iteration 56Q: 3 clusters Score -1.078596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -10785971.000000 Penalty: 5666.187988
	Iteration 57Q: 3 clusters Score -1.078597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -10785973.000000 Penalty: 5666.187988
	Iteration 58Q: 3 clusters Score -1.078597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -10785977.000000 Penalty: 5666.187988
	Iteration 59Q: 3 clusters Score -1.078598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -10785989.000000 Penalty: 5666.187988
	Iteration 60F: 3 clusters Score -1.078599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -10786004.000000 Penalty: 5666.187988
	Iteration 61Q: 3 clusters Score -1.0786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -10786006.000000 Penalty: 5666.187988
	Iteration 62Q: 3 clusters Score -1.078601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -10786004.000000 Penalty: 5666.187988
	Iteration 63Q: 3 clusters Score -1.0786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -10786009.000000 Penalty: 5666.187988
	Iteration 64Q: 3 clusters Score -1.078601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 89214 members 
Entering Unmasked Estep 
Score: -10786022.000000 Penalty: 5666.187988
	Iteration 65Q: 3 clusters Score -1.078602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -10786019.000000 Penalty: 5666.187988
	Iteration 66Q: 3 clusters Score -1.078602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -10786023.000000 Penalty: 5666.187988
	Iteration 67Q: 3 clusters Score -1.078602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -10786023.000000 Penalty: 5666.187988
	Iteration 68Q: 3 clusters Score -1.078602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -10786025.000000 Penalty: 5666.187988
	Iteration 69Q: 3 clusters Score -1.078602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -10786027.000000 Penalty: 5666.187988
	Iteration 70Q: 3 clusters Score -1.078603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -10786027.000000 Penalty: 5666.187988
	Iteration 71F: 3 clusters Score -1.078603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -534137.812500 Penalty: 2098.234375
	Iteration 0F: 2 clusters Score -534137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -529781.500000 Penalty: 4196.468750
	Iteration 0F: 3 clusters Score -529781.5 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -530817.125000 Penalty: 4196.468750
	Iteration 1F: 3 clusters Score -530817.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -531120.437500 Penalty: 4196.468750
	Iteration 2F: 3 clusters Score -531120.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -531437.937500 Penalty: 4196.468750
	Iteration 3F: 3 clusters Score -531437.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -531808.375000 Penalty: 4196.468750
	Iteration 4F: 3 clusters Score -531808.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -532193.000000 Penalty: 4196.468750
	Iteration 5F: 3 clusters Score -532193 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -532663.375000 Penalty: 4196.468750
	Iteration 6F: 3 clusters Score -532663.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -533232.625000 Penalty: 4196.468750
	Iteration 7F: 3 clusters Score -533232.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -533667.062500 Penalty: 4196.468750
	Iteration 8F: 3 clusters Score -533667.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -534046.312500 Penalty: 4196.468750
	Iteration 9Q: 3 clusters Score -534046.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -534284.125000 Penalty: 4196.468750
	Iteration 10Q: 3 clusters Score -534284.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -534426.250000 Penalty: 4196.468750
	Iteration 11Q: 3 clusters Score -534426.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -534523.062500 Penalty: 4196.468750
	Iteration 12Q: 3 clusters Score -534523.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -534590.375000 Penalty: 4196.468750
	Iteration 13Q: 3 clusters Score -534590.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -534638.125000 Penalty: 4196.468750
	Iteration 14Q: 3 clusters Score -534638.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -534660.125000 Penalty: 4196.468750
	Iteration 15Q: 3 clusters Score -534660.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -534677.375000 Penalty: 4196.468750
	Iteration 16Q: 3 clusters Score -534677.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -534689.625000 Penalty: 4196.468750
	Iteration 17Q: 3 clusters Score -534689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -534698.812500 Penalty: 4196.468750
	Iteration 18Q: 3 clusters Score -534698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -534705.562500 Penalty: 4196.468750
	Iteration 19Q: 3 clusters Score -534705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -534710.125000 Penalty: 4196.468750
	Iteration 20F: 3 clusters Score -534710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -534716.125000 Penalty: 4196.468750
	Iteration 21Q: 3 clusters Score -534716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -534715.625000 Penalty: 4196.468750
	Iteration 22Q: 3 clusters Score -534715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -534717.250000 Penalty: 4196.468750
	Iteration 23Q: 3 clusters Score -534717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -534717.312500 Penalty: 4196.468750
	Iteration 24Q: 3 clusters Score -534717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -534717.312500 Penalty: 4196.468750
	Iteration 25F: 3 clusters Score -534717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23804 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94926 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191256 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 2761 members 
Entering Unmasked Estep 
Score: -183993040.000000 Penalty: 109879.187500
Splitting cluster 22 changes total score from -183994048.000000 to -183993040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Entering Unmasked Estep 
Score: -1001465.812500 Penalty: 2243.597168
	Iteration 0F: 2 clusters Score -1001466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -994787.437500 Penalty: 4487.194336
	Iteration 0F: 3 clusters Score -994787.4 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -996621.125000 Penalty: 4487.194336
	Iteration 1F: 3 clusters Score -996621.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -996889.625000 Penalty: 4487.194336
	Iteration 2F: 3 clusters Score -996889.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -997065.250000 Penalty: 4487.194336
	Iteration 3Q: 3 clusters Score -997065.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -997189.562500 Penalty: 4487.194336
	Iteration 4Q: 3 clusters Score -997189.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -997296.312500 Penalty: 4487.194336
	Iteration 5Q: 3 clusters Score -997296.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -997384.625000 Penalty: 4487.194336
	Iteration 6Q: 3 clusters Score -997384.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -997465.687500 Penalty: 4487.194336
	Iteration 7Q: 3 clusters Score -997465.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -997550.437500 Penalty: 4487.194336
	Iteration 8Q: 3 clusters Score -997550.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -997639.312500 Penalty: 4487.194336
	Iteration 9Q: 3 clusters Score -997639.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -997735.500000 Penalty: 4487.194336
	Iteration 10Q: 3 clusters Score -997735.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -997847.000000 Penalty: 4487.194336
	Iteration 11Q: 3 clusters Score -997847 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -997971.812500 Penalty: 4487.194336
	Iteration 12Q: 3 clusters Score -997971.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -998108.250000 Penalty: 4487.194336
	Iteration 13Q: 3 clusters Score -998108.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -998245.875000 Penalty: 4487.194336
	Iteration 14Q: 3 clusters Score -998245.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -998398.562500 Penalty: 4487.194336
	Iteration 15Q: 3 clusters Score -998398.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -998557.500000 Penalty: 4487.194336
	Iteration 16Q: 3 clusters Score -998557.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -998693.375000 Penalty: 4487.194336
	Iteration 17Q: 3 clusters Score -998693.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -998811.125000 Penalty: 4487.194336
	Iteration 18Q: 3 clusters Score -998811.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -998907.375000 Penalty: 4487.194336
	Iteration 19Q: 3 clusters Score -998907.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -998986.500000 Penalty: 4487.194336
	Iteration 20F: 3 clusters Score -998986.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -999067.875000 Penalty: 4487.194336
	Iteration 21Q: 3 clusters Score -999067.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -999141.250000 Penalty: 4487.194336
	Iteration 22Q: 3 clusters Score -999141.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -999212.625000 Penalty: 4487.194336
	Iteration 23Q: 3 clusters Score -999212.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -999275.375000 Penalty: 4487.194336
	Iteration 24Q: 3 clusters Score -999275.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -999324.375000 Penalty: 4487.194336
	Iteration 25Q: 3 clusters Score -999324.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -999375.125000 Penalty: 4487.194336
	Iteration 26Q: 3 clusters Score -999375.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -999415.375000 Penalty: 4487.194336
	Iteration 27Q: 3 clusters Score -999415.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -999437.562500 Penalty: 4487.194336
	Iteration 28Q: 3 clusters Score -999437.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -999454.500000 Penalty: 4487.194336
	Iteration 29Q: 3 clusters Score -999454.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -999475.312500 Penalty: 4487.194336
	Iteration 30Q: 3 clusters Score -999475.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -999496.000000 Penalty: 4487.194336
	Iteration 31Q: 3 clusters Score -999496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -999507.000000 Penalty: 4487.194336
	Iteration 32Q: 3 clusters Score -999507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -999518.687500 Penalty: 4487.194336
	Iteration 33Q: 3 clusters Score -999518.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -999530.062500 Penalty: 4487.194336
	Iteration 34Q: 3 clusters Score -999530.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -999540.312500 Penalty: 4487.194336
	Iteration 35Q: 3 clusters Score -999540.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -999548.250000 Penalty: 4487.194336
	Iteration 36Q: 3 clusters Score -999548.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -999555.875000 Penalty: 4487.194336
	Iteration 37Q: 3 clusters Score -999555.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -999565.875000 Penalty: 4487.194336
	Iteration 38Q: 3 clusters Score -999565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -999575.125000 Penalty: 4487.194336
	Iteration 39Q: 3 clusters Score -999575.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -999577.875000 Penalty: 4487.194336
	Iteration 40F: 3 clusters Score -999577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -999583.187500 Penalty: 4487.194336
	Iteration 41Q: 3 clusters Score -999583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -999589.187500 Penalty: 4487.194336
	Iteration 42Q: 3 clusters Score -999589.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -999591.687500 Penalty: 4487.194336
	Iteration 43Q: 3 clusters Score -999591.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -999598.125000 Penalty: 4487.194336
	Iteration 44Q: 3 clusters Score -999598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -999599.062500 Penalty: 4487.194336
	Iteration 45Q: 3 clusters Score -999599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -999602.312500 Penalty: 4487.194336
	Iteration 46Q: 3 clusters Score -999602.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -999605.312500 Penalty: 4487.194336
	Iteration 47Q: 3 clusters Score -999605.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -999609.375000 Penalty: 4487.194336
	Iteration 48Q: 3 clusters Score -999609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -999610.812500 Penalty: 4487.194336
	Iteration 49Q: 3 clusters Score -999610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -999613.062500 Penalty: 4487.194336
	Iteration 50Q: 3 clusters Score -999613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -999618.812500 Penalty: 4487.194336
	Iteration 51Q: 3 clusters Score -999618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -999623.500000 Penalty: 4487.194336
	Iteration 52Q: 3 clusters Score -999623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -999624.187500 Penalty: 4487.194336
	Iteration 53Q: 3 clusters Score -999624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -999629.000000 Penalty: 4487.194336
	Iteration 54Q: 3 clusters Score -999629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -999630.500000 Penalty: 4487.194336
	Iteration 55Q: 3 clusters Score -999630.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -999633.062500 Penalty: 4487.194336
	Iteration 56Q: 3 clusters Score -999633.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -999637.937500 Penalty: 4487.194336
	Iteration 57Q: 3 clusters Score -999637.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -999644.937500 Penalty: 4487.194336
	Iteration 58Q: 3 clusters Score -999644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -999648.812500 Penalty: 4487.194336
	Iteration 59Q: 3 clusters Score -999648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -999657.375000 Penalty: 4487.194336
	Iteration 60F: 3 clusters Score -999657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -999665.312500 Penalty: 4487.194336
	Iteration 61Q: 3 clusters Score -999665.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -999675.750000 Penalty: 4487.194336
	Iteration 62Q: 3 clusters Score -999675.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -999683.562500 Penalty: 4487.194336
	Iteration 63Q: 3 clusters Score -999683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -999686.750000 Penalty: 4487.194336
	Iteration 64Q: 3 clusters Score -999686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -999696.062500 Penalty: 4487.194336
	Iteration 65Q: 3 clusters Score -999696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -999698.375000 Penalty: 4487.194336
	Iteration 66Q: 3 clusters Score -999698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -999704.250000 Penalty: 4487.194336
	Iteration 67Q: 3 clusters Score -999704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -999705.437500 Penalty: 4487.194336
	Iteration 68Q: 3 clusters Score -999705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -999713.812500 Penalty: 4487.194336
	Iteration 69Q: 3 clusters Score -999713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -999720.437500 Penalty: 4487.194336
	Iteration 70Q: 3 clusters Score -999720.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -999729.250000 Penalty: 4487.194336
	Iteration 71Q: 3 clusters Score -999729.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -999741.000000 Penalty: 4487.194336
	Iteration 72Q: 3 clusters Score -999741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -999742.250000 Penalty: 4487.194336
	Iteration 73Q: 3 clusters Score -999742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -999748.312500 Penalty: 4487.194336
	Iteration 74Q: 3 clusters Score -999748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -999752.062500 Penalty: 4487.194336
	Iteration 75Q: 3 clusters Score -999752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -999755.062500 Penalty: 4487.194336
	Iteration 76Q: 3 clusters Score -999755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -999754.437500 Penalty: 4487.194336
	Iteration 77Q: 3 clusters Score -999754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -999758.062500 Penalty: 4487.194336
	Iteration 78Q: 3 clusters Score -999758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -999760.500000 Penalty: 4487.194336
	Iteration 79Q: 3 clusters Score -999760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -999763.875000 Penalty: 4487.194336
	Iteration 80F: 3 clusters Score -999763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -999767.062500 Penalty: 4487.194336
	Iteration 81Q: 3 clusters Score -999767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -999768.625000 Penalty: 4487.194336
	Iteration 82Q: 3 clusters Score -999768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -999772.000000 Penalty: 4487.194336
	Iteration 83Q: 3 clusters Score -999772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -999775.000000 Penalty: 4487.194336
	Iteration 84Q: 3 clusters Score -999775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -999775.625000 Penalty: 4487.194336
	Iteration 85Q: 3 clusters Score -999775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -999776.937500 Penalty: 4487.194336
	Iteration 86Q: 3 clusters Score -999776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -999778.187500 Penalty: 4487.194336
	Iteration 87Q: 3 clusters Score -999778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -999778.187500 Penalty: 4487.194336
	Iteration 88F: 3 clusters Score -999778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Entering Unmasked Estep 
Score: -6913592.500000 Penalty: 2720.983887
	Iteration 0F: 2 clusters Score -6913592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -6874373.000000 Penalty: 5441.967773
	Iteration 0F: 3 clusters Score -6874373 nChanged 27095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -6889416.000000 Penalty: 5441.967773
	Iteration 1F: 3 clusters Score -6889416 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -6889903.500000 Penalty: 5441.967773
	Iteration 2Q: 3 clusters Score -6889904 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6890425.000000 Penalty: 5441.967773
	Iteration 3Q: 3 clusters Score -6890425 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -6891015.000000 Penalty: 5441.967773
	Iteration 4Q: 3 clusters Score -6891015 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -6891863.000000 Penalty: 5441.967773
	Iteration 5Q: 3 clusters Score -6891863 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6892980.500000 Penalty: 5441.967773
	Iteration 6Q: 3 clusters Score -6892980 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -6894616.500000 Penalty: 5441.967773
	Iteration 7F: 3 clusters Score -6894616 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -6896889.500000 Penalty: 5441.967773
	Iteration 8F: 3 clusters Score -6896890 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -6899596.000000 Penalty: 5441.967773
	Iteration 9F: 3 clusters Score -6899596 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -6902483.500000 Penalty: 5441.967773
	Iteration 10F: 3 clusters Score -6902484 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -6905250.000000 Penalty: 5441.967773
	Iteration 11F: 3 clusters Score -6905250 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6907222.000000 Penalty: 5441.967773
	Iteration 12Q: 3 clusters Score -6907222 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -6908351.500000 Penalty: 5441.967773
	Iteration 13Q: 3 clusters Score -6908352 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6908995.000000 Penalty: 5441.967773
	Iteration 14Q: 3 clusters Score -6908995 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -6909438.000000 Penalty: 5441.967773
	Iteration 15Q: 3 clusters Score -6909438 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -6909711.500000 Penalty: 5441.967773
	Iteration 16Q: 3 clusters Score -6909712 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -6909974.000000 Penalty: 5441.967773
	Iteration 17Q: 3 clusters Score -6909974 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -6910236.500000 Penalty: 5441.967773
	Iteration 18Q: 3 clusters Score -6910236 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -6910437.500000 Penalty: 5441.967773
	Iteration 19Q: 3 clusters Score -6910438 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -6910566.500000 Penalty: 5441.967773
	Iteration 20F: 3 clusters Score -6910566 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -6910707.000000 Penalty: 5441.967773
	Iteration 21Q: 3 clusters Score -6910707 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -6910859.500000 Penalty: 5441.967773
	Iteration 22Q: 3 clusters Score -6910860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -6910943.500000 Penalty: 5441.967773
	Iteration 23Q: 3 clusters Score -6910944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -6911017.000000 Penalty: 5441.967773
	Iteration 24Q: 3 clusters Score -6911017 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -6911090.500000 Penalty: 5441.967773
	Iteration 25Q: 3 clusters Score -6911090 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6911159.000000 Penalty: 5441.967773
	Iteration 26Q: 3 clusters Score -6911159 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -6911217.000000 Penalty: 5441.967773
	Iteration 27Q: 3 clusters Score -6911217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -6911258.000000 Penalty: 5441.967773
	Iteration 28Q: 3 clusters Score -6911258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -6911308.000000 Penalty: 5441.967773
	Iteration 29Q: 3 clusters Score -6911308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -6911321.500000 Penalty: 5441.967773
	Iteration 30Q: 3 clusters Score -6911322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -6911356.500000 Penalty: 5441.967773
	Iteration 31Q: 3 clusters Score -6911356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -6911386.500000 Penalty: 5441.967773
	Iteration 32Q: 3 clusters Score -6911386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -6911418.000000 Penalty: 5441.967773
	Iteration 33Q: 3 clusters Score -6911418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -6911474.500000 Penalty: 5441.967773
	Iteration 34Q: 3 clusters Score -6911474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -6911481.500000 Penalty: 5441.967773
	Iteration 35Q: 3 clusters Score -6911482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -6911512.500000 Penalty: 5441.967773
	Iteration 36Q: 3 clusters Score -6911512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -6911519.000000 Penalty: 5441.967773
	Iteration 37Q: 3 clusters Score -6911519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -6911546.500000 Penalty: 5441.967773
	Iteration 38Q: 3 clusters Score -6911546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -6911564.000000 Penalty: 5441.967773
	Iteration 39Q: 3 clusters Score -6911564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -6911584.000000 Penalty: 5441.967773
	Iteration 40F: 3 clusters Score -6911584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -6911609.000000 Penalty: 5441.967773
	Iteration 41Q: 3 clusters Score -6911609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -6911636.500000 Penalty: 5441.967773
	Iteration 42Q: 3 clusters Score -6911636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -6911646.000000 Penalty: 5441.967773
	Iteration 43Q: 3 clusters Score -6911646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -6911668.500000 Penalty: 5441.967773
	Iteration 44Q: 3 clusters Score -6911668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -6911679.000000 Penalty: 5441.967773
	Iteration 45Q: 3 clusters Score -6911679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -6911677.500000 Penalty: 5441.967773
	Iteration 46Q: 3 clusters Score -6911678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -6911680.000000 Penalty: 5441.967773
	Iteration 47Q: 3 clusters Score -6911680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -6911681.000000 Penalty: 5441.967773
	Iteration 48Q: 3 clusters Score -6911681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -6911689.000000 Penalty: 5441.967773
	Iteration 49Q: 3 clusters Score -6911689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -6911683.500000 Penalty: 5441.967773
	Iteration 50Q: 3 clusters Score -6911684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -6911684.500000 Penalty: 5441.967773
	Iteration 51Q: 3 clusters Score -6911684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -6911683.000000 Penalty: 5441.967773
	Iteration 52Q: 3 clusters Score -6911683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -6911691.500000 Penalty: 5441.967773
	Iteration 53Q: 3 clusters Score -6911692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -6911693.500000 Penalty: 5441.967773
	Iteration 54Q: 3 clusters Score -6911694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -6911706.000000 Penalty: 5441.967773
	Iteration 55Q: 3 clusters Score -6911706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -6911702.000000 Penalty: 5441.967773
	Iteration 56Q: 3 clusters Score -6911702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -6911702.000000 Penalty: 5441.967773
	Iteration 57F: 3 clusters Score -6911702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -320712.687500 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -320712.7 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 1409 members 
Entering Unmasked Estep 
Score: -317582.625000 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -317582.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -318160.468750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -318160.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -318323.281250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -318323.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -318404.687500 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -318404.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -318453.500000 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -318453.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -318486.281250 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -318486.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -318508.093750 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -318508.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318523.468750 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -318523.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -318536.843750 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -318536.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318547.718750 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -318547.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -318561.281250 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -318561.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -318581.281250 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -318581.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -318597.000000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -318597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -318607.875000 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -318607.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -318619.000000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -318619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -318636.593750 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -318636.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -318646.812500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -318646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -318657.156250 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -318657.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -318667.750000 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -318667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -318675.562500 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -318675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -318683.343750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -318683.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -318690.125000 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -318690.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -318696.375000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -318696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -318701.125000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -318701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -318705.750000 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -318705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -318713.468750 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -318713.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -318719.437500 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -318719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -318723.812500 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -318723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -318730.500000 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -318730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -318740.375000 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -318740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -318745.531250 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -318745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -318750.687500 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -318750.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -318758.000000 Penalty: 3940.819580
	Iteration 32Q: 3 clusters Score -318758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -318762.281250 Penalty: 3940.819580
	Iteration 33Q: 3 clusters Score -318762.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318768.312500 Penalty: 3940.819580
	Iteration 34Q: 3 clusters Score -318768.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -318775.843750 Penalty: 3940.819580
	Iteration 35Q: 3 clusters Score -318775.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -318783.687500 Penalty: 3940.819580
	Iteration 36Q: 3 clusters Score -318783.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318793.093750 Penalty: 3940.819580
	Iteration 37Q: 3 clusters Score -318793.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -318800.781250 Penalty: 3940.819580
	Iteration 38Q: 3 clusters Score -318800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -318807.875000 Penalty: 3940.819580
	Iteration 39Q: 3 clusters Score -318807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -318813.375000 Penalty: 3940.819580
	Iteration 40F: 3 clusters Score -318813.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -318816.875000 Penalty: 3940.819580
	Iteration 41Q: 3 clusters Score -318816.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -318820.812500 Penalty: 3940.819580
	Iteration 42Q: 3 clusters Score -318820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -318823.250000 Penalty: 3940.819580
	Iteration 43Q: 3 clusters Score -318823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -318825.593750 Penalty: 3940.819580
	Iteration 44Q: 3 clusters Score -318825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -318829.656250 Penalty: 3940.819580
	Iteration 45Q: 3 clusters Score -318829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -318835.312500 Penalty: 3940.819580
	Iteration 46Q: 3 clusters Score -318835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -318838.750000 Penalty: 3940.819580
	Iteration 47Q: 3 clusters Score -318838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -318843.156250 Penalty: 3940.819580
	Iteration 48Q: 3 clusters Score -318843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -318847.312500 Penalty: 3940.819580
	Iteration 49Q: 3 clusters Score -318847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -318850.093750 Penalty: 3940.819580
	Iteration 50Q: 3 clusters Score -318850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -318852.250000 Penalty: 3940.819580
	Iteration 51Q: 3 clusters Score -318852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -318853.687500 Penalty: 3940.819580
	Iteration 52Q: 3 clusters Score -318853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -318855.593750 Penalty: 3940.819580
	Iteration 53Q: 3 clusters Score -318855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -318856.531250 Penalty: 3940.819580
	Iteration 54Q: 3 clusters Score -318856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -318858.062500 Penalty: 3940.819580
	Iteration 55Q: 3 clusters Score -318858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -318859.562500 Penalty: 3940.819580
	Iteration 56Q: 3 clusters Score -318859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -318862.906250 Penalty: 3940.819580
	Iteration 57Q: 3 clusters Score -318862.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -318866.906250 Penalty: 3940.819580
	Iteration 58Q: 3 clusters Score -318866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -318868.906250 Penalty: 3940.819580
	Iteration 59Q: 3 clusters Score -318868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -318869.812500 Penalty: 3940.819580
	Iteration 60F: 3 clusters Score -318869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -318871.093750 Penalty: 3940.819580
	Iteration 61Q: 3 clusters Score -318871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -318871.656250 Penalty: 3940.819580
	Iteration 62Q: 3 clusters Score -318871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -318872.312500 Penalty: 3940.819580
	Iteration 63Q: 3 clusters Score -318872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -318873.250000 Penalty: 3940.819580
	Iteration 64Q: 3 clusters Score -318873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -318873.250000 Penalty: 3940.819580
	Iteration 65F: 3 clusters Score -318873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -685905.875000 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -685905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -680628.500000 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -680628.5 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -682091.187500 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -682091.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -682468.812500 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -682468.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -682758.125000 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -682758.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -682967.500000 Penalty: 4330.822754
	Iteration 4F: 3 clusters Score -682967.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -683188.750000 Penalty: 4330.822754
	Iteration 5Q: 3 clusters Score -683188.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -683398.125000 Penalty: 4330.822754
	Iteration 6F: 3 clusters Score -683398.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -683566.375000 Penalty: 4330.822754
	Iteration 7Q: 3 clusters Score -683566.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -683718.750000 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -683718.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -683851.687500 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -683851.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -683961.750000 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -683961.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -684051.937500 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -684051.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -684111.375000 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -684111.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -684158.812500 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -684158.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -684208.750000 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -684208.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -684255.500000 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -684255.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -684288.437500 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -684288.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -684311.062500 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -684311.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -684326.687500 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -684326.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -684342.250000 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -684342.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -684361.062500 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -684361.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -684383.687500 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -684383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -684399.500000 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -684399.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -684415.875000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -684415.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -684432.625000 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -684432.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -684444.750000 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -684444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -684454.375000 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -684454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -684462.250000 Penalty: 4330.822754
	Iteration 27Q: 3 clusters Score -684462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -684470.875000 Penalty: 4330.822754
	Iteration 28Q: 3 clusters Score -684470.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -684477.187500 Penalty: 4330.822754
	Iteration 29Q: 3 clusters Score -684477.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -684487.187500 Penalty: 4330.822754
	Iteration 30Q: 3 clusters Score -684487.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -684493.437500 Penalty: 4330.822754
	Iteration 31Q: 3 clusters Score -684493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -684493.187500 Penalty: 4330.822754
	Iteration 32Q: 3 clusters Score -684493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -684494.000000 Penalty: 4330.822754
	Iteration 33Q: 3 clusters Score -684494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -684494.750000 Penalty: 4330.822754
	Iteration 34Q: 3 clusters Score -684494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -684497.437500 Penalty: 4330.822754
	Iteration 35Q: 3 clusters Score -684497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -684497.562500 Penalty: 4330.822754
	Iteration 36Q: 3 clusters Score -684497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -684496.875000 Penalty: 4330.822754
	Iteration 37Q: 3 clusters Score -684496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -684496.875000 Penalty: 4330.822754
	Iteration 38F: 3 clusters Score -684496.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40370.906250 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40370.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39061.320312 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39061.32 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39318.261719 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39318.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39558.527344 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39558.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39790.460938 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39790.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -39896.093750 Penalty: 2984.013916
	Iteration 4F: 3 clusters Score -39896.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -39959.941406 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39959.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -39987.257812 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39987.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -39987.257812 Penalty: 2984.013916
	Iteration 7F: 3 clusters Score -39987.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (191256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191256 members 
Entering Unmasked Estep 
Score: -22458996.000000 Penalty: 3016.019287
	Iteration 0F: 2 clusters Score -2.2459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -22332520.000000 Penalty: 6032.038574
	Iteration 0F: 3 clusters Score -2.233252e+07 nChanged 91726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -22386008.000000 Penalty: 6032.038574
	Iteration 1F: 3 clusters Score -2.238601e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -22387462.000000 Penalty: 6032.038574
	Iteration 2Q: 3 clusters Score -2.238746e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -22389288.000000 Penalty: 6032.038574
	Iteration 3Q: 3 clusters Score -2.238929e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -22392072.000000 Penalty: 6032.038574
	Iteration 4Q: 3 clusters Score -2.239207e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120204 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -22396952.000000 Penalty: 6032.038574
	Iteration 5Q: 3 clusters Score -2.239695e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131974 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -22405204.000000 Penalty: 6032.038574
	Iteration 6F: 3 clusters Score -2.24052e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146526 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -22417308.000000 Penalty: 6032.038574
	Iteration 7F: 3 clusters Score -2.241731e+07 nChanged 15334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -22431186.000000 Penalty: 6032.038574
	Iteration 8F: 3 clusters Score -2.243119e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174100 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -22442472.000000 Penalty: 6032.038574
	Iteration 9F: 3 clusters Score -2.244247e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -22449410.000000 Penalty: 6032.038574
	Iteration 10Q: 3 clusters Score -2.244941e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186367 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -22453016.000000 Penalty: 6032.038574
	Iteration 11Q: 3 clusters Score -2.245302e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -22454760.000000 Penalty: 6032.038574
	Iteration 12Q: 3 clusters Score -2.245476e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189513 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -22455654.000000 Penalty: 6032.038574
	Iteration 13Q: 3 clusters Score -2.245565e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189992 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -22456000.000000 Penalty: 6032.038574
	Iteration 14Q: 3 clusters Score -2.2456e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190253 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22456204.000000 Penalty: 6032.038574
	Iteration 15Q: 3 clusters Score -2.24562e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22456360.000000 Penalty: 6032.038574
	Iteration 16Q: 3 clusters Score -2.245636e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190448 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22456440.000000 Penalty: 6032.038574
	Iteration 17Q: 3 clusters Score -2.245644e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -22456440.000000 Penalty: 6032.038574
	Iteration 18Q: 3 clusters Score -2.245644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190529 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22456470.000000 Penalty: 6032.038574
	Iteration 19Q: 3 clusters Score -2.245647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190556 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -22456500.000000 Penalty: 6032.038574
	Iteration 20F: 3 clusters Score -2.24565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190564 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -22456524.000000 Penalty: 6032.038574
	Iteration 21Q: 3 clusters Score -2.245652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22456510.000000 Penalty: 6032.038574
	Iteration 22Q: 3 clusters Score -2.245651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190581 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22456526.000000 Penalty: 6032.038574
	Iteration 23Q: 3 clusters Score -2.245653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190588 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22456550.000000 Penalty: 6032.038574
	Iteration 24Q: 3 clusters Score -2.245655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190589 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22456552.000000 Penalty: 6032.038574
	Iteration 25Q: 3 clusters Score -2.245655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22456546.000000 Penalty: 6032.038574
	Iteration 26Q: 3 clusters Score -2.245655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190597 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22456564.000000 Penalty: 6032.038574
	Iteration 27Q: 3 clusters Score -2.245656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190603 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22456574.000000 Penalty: 6032.038574
	Iteration 28Q: 3 clusters Score -2.245657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190609 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22456564.000000 Penalty: 6032.038574
	Iteration 29Q: 3 clusters Score -2.245656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22456556.000000 Penalty: 6032.038574
	Iteration 30Q: 3 clusters Score -2.245656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190611 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22456552.000000 Penalty: 6032.038574
	Iteration 31Q: 3 clusters Score -2.245655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22456560.000000 Penalty: 6032.038574
	Iteration 32Q: 3 clusters Score -2.245656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22456560.000000 Penalty: 6032.038574
	Iteration 33F: 3 clusters Score -2.245656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -97368.148438 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -97368.15 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 402 members 
Entering Unmasked Estep 
Score: -95513.562500 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -95513.56 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95760.195312 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -95760.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95819.125000 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -95819.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95849.390625 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -95849.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95867.921875 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -95867.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95880.187500 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -95880.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95884.828125 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -95884.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95887.875000 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -95887.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95890.359375 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -95890.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95895.679688 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -95895.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95905.093750 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -95905.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95913.476562 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -95913.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95913.976562 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -95913.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95913.976562 Penalty: 3352.014893
	Iteration 13F: 3 clusters Score -95913.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -139663.078125 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -139663.1 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 606 members 
Entering Unmasked Estep 
Score: -137592.937500 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -137592.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138018.171875 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -138018.2 nChanged 90
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: -138198.125000 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -138198.1 nChanged 68
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: -138400.359375 Penalty: 3524.062744
	Iteration 3F: 3 clusters Score -138400.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138503.656250 Penalty: 3524.062744
	Iteration 4F: 3 clusters Score -138503.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -138573.046875 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -138573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -138611.390625 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -138611.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138636.875000 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -138636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138649.000000 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -138649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138656.125000 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -138656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -138657.000000 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -138657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -138659.062500 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -138659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -138661.109375 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -138661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -138662.843750 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -138662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -138663.531250 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -138663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -138665.187500 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -138665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -138667.562500 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -138667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -138669.359375 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -138669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -138670.406250 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -138670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -138670.406250 Penalty: 3524.062744
	Iteration 19F: 3 clusters Score -138670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23804 members 
Mstep: Class 14 contains 19515 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94926 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191256 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 479Q: 31 clusters Score -1.83994e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175819 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323399 members 
Mstep: Class 13 contains 23806 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321272 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51134 members 
Mstep: Class 20 contains 94924 members 
Mstep: Class 21 contains 91472 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191255 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994080.000000 Penalty: 106334.703125
Iteration 480F: 31 clusters Score -1.839941e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323401 members 
Mstep: Class 13 contains 23807 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321271 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51134 members 
Mstep: Class 20 contains 94924 members 
Mstep: Class 21 contains 91471 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191258 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 481Q: 31 clusters Score -1.839941e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175821 members 
Mstep: Class 5 contains 35790 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323396 members 
Mstep: Class 13 contains 23810 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7271 members 
Mstep: Class 17 contains 321274 members 
Mstep: Class 18 contains 79348 members 
Mstep: Class 19 contains 51134 members 
Mstep: Class 20 contains 94921 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8492 members 
Mstep: Class 24 contains 58202 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191255 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 482Q: 31 clusters Score -1.83994e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 175820 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323395 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321275 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94918 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58204 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191253 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 483Q: 31 clusters Score -1.83994e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175819 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323392 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321280 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51136 members 
Mstep: Class 20 contains 94916 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58205 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191249 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 484Q: 31 clusters Score -1.83994e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175818 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323389 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321277 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51136 members 
Mstep: Class 20 contains 94915 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58207 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191254 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994032.000000 Penalty: 106334.703125
Iteration 485Q: 31 clusters Score -1.83994e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175815 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323386 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321278 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51136 members 
Mstep: Class 20 contains 94912 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58210 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191258 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 486Q: 31 clusters Score -1.839941e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175813 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83764 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323389 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321276 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94911 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58211 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191258 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994176.000000 Penalty: 106334.703125
Iteration 487Q: 31 clusters Score -1.839942e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175812 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323395 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321269 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 94910 members 
Mstep: Class 21 contains 91469 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58212 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191261 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994160.000000 Penalty: 106334.703125
Iteration 488Q: 31 clusters Score -1.839942e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175812 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323396 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321267 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51136 members 
Mstep: Class 20 contains 94910 members 
Mstep: Class 21 contains 91470 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58211 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191262 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994112.000000 Penalty: 106334.703125
Iteration 489Q: 31 clusters Score -1.839941e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175813 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323393 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321266 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51134 members 
Mstep: Class 20 contains 94910 members 
Mstep: Class 21 contains 91471 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58213 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191263 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994160.000000 Penalty: 106334.703125
Iteration 490Q: 31 clusters Score -1.839942e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175812 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323398 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321268 members 
Mstep: Class 18 contains 79349 members 
Mstep: Class 19 contains 51131 members 
Mstep: Class 20 contains 94909 members 
Mstep: Class 21 contains 91469 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58212 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191265 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 491Q: 31 clusters Score -1.83994e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175813 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1326 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323393 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321272 members 
Mstep: Class 18 contains 79347 members 
Mstep: Class 19 contains 51131 members 
Mstep: Class 20 contains 94906 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58213 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191271 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 492Q: 31 clusters Score -1.83994e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175814 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323401 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321272 members 
Mstep: Class 18 contains 79344 members 
Mstep: Class 19 contains 51131 members 
Mstep: Class 20 contains 94900 members 
Mstep: Class 21 contains 91467 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 58212 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191272 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993984.000000 Penalty: 106334.703125
Iteration 493Q: 31 clusters Score -1.83994e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175814 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323409 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321274 members 
Mstep: Class 18 contains 79343 members 
Mstep: Class 19 contains 51131 members 
Mstep: Class 20 contains 94893 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58212 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191268 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994064.000000 Penalty: 106334.703125
Iteration 494Q: 31 clusters Score -1.839941e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175817 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323411 members 
Mstep: Class 13 contains 23812 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321275 members 
Mstep: Class 18 contains 79342 members 
Mstep: Class 19 contains 51131 members 
Mstep: Class 20 contains 94891 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58211 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191264 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 495Q: 31 clusters Score -1.83994e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175815 members 
Mstep: Class 5 contains 35800 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323418 members 
Mstep: Class 13 contains 23814 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321274 members 
Mstep: Class 18 contains 79341 members 
Mstep: Class 19 contains 51131 members 
Mstep: Class 20 contains 94889 members 
Mstep: Class 21 contains 91468 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58210 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191262 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994000.000000 Penalty: 106334.703125
Iteration 496Q: 31 clusters Score -1.83994e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175816 members 
Mstep: Class 5 contains 35802 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323415 members 
Mstep: Class 13 contains 23814 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321288 members 
Mstep: Class 18 contains 79340 members 
Mstep: Class 19 contains 51130 members 
Mstep: Class 20 contains 94881 members 
Mstep: Class 21 contains 91465 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58210 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191261 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 497Q: 31 clusters Score -1.83994e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175816 members 
Mstep: Class 5 contains 35802 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323413 members 
Mstep: Class 13 contains 23815 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321296 members 
Mstep: Class 18 contains 79339 members 
Mstep: Class 19 contains 51129 members 
Mstep: Class 20 contains 94876 members 
Mstep: Class 21 contains 91463 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58210 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191263 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183993920.000000 Penalty: 106334.703125
Iteration 498Q: 31 clusters Score -1.839939e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175813 members 
Mstep: Class 5 contains 35803 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323409 members 
Mstep: Class 13 contains 23818 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 321299 members 
Mstep: Class 18 contains 79337 members 
Mstep: Class 19 contains 51129 members 
Mstep: Class 20 contains 94873 members 
Mstep: Class 21 contains 91463 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58211 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191266 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994048.000000 Penalty: 106334.703125
Iteration 499Q: 31 clusters Score -1.83994e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 175815 members 
Mstep: Class 5 contains 35802 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 83763 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 323405 members 
Mstep: Class 13 contains 23818 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 321304 members 
Mstep: Class 18 contains 79336 members 
Mstep: Class 19 contains 51129 members 
Mstep: Class 20 contains 94874 members 
Mstep: Class 21 contains 91460 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 58210 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 6195 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 191269 members 
Mstep: Class 29 contains 861 members 
Mstep: Class 30 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -183994016.000000 Penalty: 106334.703125
Iteration 500F: 31 clusters Score -1.83994e+08 nChanged 31
Maximum iterations exceeded
--- Evaluating fit on full set of 4832676 points ---
Entering Unmasked Estep 
Score: -567596992.000000 Penalty: 114508.375000
25->31 Clusters: Score -567596992.000000, best is -567792640.000000

Main iterations: 0 (time per=infms)
Total iterations: 92935 (time per=776.941041ms)
Iterations metric 2: 10449657528320.000000 (time per=6.909797ns)
Iterations metric 3: 313467718336512.000000 (time per=230.342748ps)

That took 72205.015625 seconds.
